{ "cells": [ { "cell_type": "markdown", "id": "50ff959e-479f-4278-96e3-1fc51c03f6cd", "metadata": {}, "source": [ "# Графики и карты\n", "\n", "Самым популярным модулем для построения графиков в Python является [`matplotlib`](https://matplotlib.org/stable/) мы будем рассматривать именно её, но есть и другие, в частности [`plotnine`](https://plotnine.org/) и [`plotly`](https://plotly.com/python/).\n", "\n", "## Глобальный холст pyplot, объекты Figure и Axis\n", "\n", "### Бекенды\n", "\n", "Модуль `matplotlib` предоставляет стандартное API для построение графиков и, так называемые, бекенды, которые отвечают за вывод результатов пользователю.\n", "\n", "Они бывают как интерактивные (открываются в отдельном окне, позволяют заимодействовать с графиком), так и неинтерактивные, результатом работы которых является растровое или вектороное изображение. В средах использующих IPython (например Spyder и Jupyter) имеется дополнительный бекенд `inline`, для вывода графиков в среду. Неинтерактивные бекенды удобны для создания большого числа графиков.\n", "\n", "Выбор бекенда осуществляется в настройках среды или в коде: " ] }, { "cell_type": "code", "execution_count": 1, "id": "8d9da872-56e6-4329-aa76-ccda1386f106", "metadata": {}, "outputs": [], "source": [ "import matplotlib" ] }, { "cell_type": "raw", "id": "8f1b8e9d-d3a6-47ad-bc58-ed0d546259c1", "metadata": {}, "source": [ "matplotlib.use('Qt5Agg')" ] }, { "cell_type": "markdown", "id": "1a28f3b7-f20a-4182-96af-89aa0925c172", "metadata": {}, "source": [ "### Глобальный объект pyplot\n", "\n", "Модуль `matplotlib` содержит глобальный объект `pyplot`, который выступает в роли стандартного холста и в большинстве примеров импортируется как `plt`: " ] }, { "cell_type": "code", "execution_count": null, "id": "72f491b7-a895-4164-a881-10f5929baaf5", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# рисуем\n", "plt.plot([1,2,3],[5,3,7])\n", "\n", "# отображаем или сохраняем\n", "plt.show()\n", "# plt.savefig('filename.png')" ] }, { "cell_type": "markdown", "id": "fc785db6-60cd-418b-8264-ff165de2793b", "metadata": {}, "source": [ "Для сохранение графиков целесообразно использовать векторные форматы, такие как: `.svg`, `.eps` или растровые без потерь: `.png`, `.tiff`.\n", "\n", "При запуске по отдельным ячейкам среда (например Spyder или Jupyter) автоматически вызывает `plt.show()`, если в ячейке были вызовы функций рисования, но результат не был отображен или сохранен явно (через `show()` или `savefig()`).\n", "\n", "После отображения или сохранения изображения в файл глобальный объект `pyplot` очищается.\n", "\n", "### Рисование с использованием объекта plt" ] }, { "cell_type": "code", "execution_count": 11, "id": "22a336f7-4b8e-457e-8620-88daf26322f4", "metadata": {}, "outputs": [ { "data": { "image/png": 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AxOAePnxY4QGUb0Zu164dgNLRYM8ekFatWlXhdq2srODv769+HBISgjVr1qg7L/NKSkowZcoUDBkyBKGhoRVuKzw8HPPnz8fKlSvx+eefV1mex48f44MPPsDUqVPh5eVV5bq8KVOmYMKECQgNDUXbtm3LdayuU6cOAgICsGXLFnz99dfqDr8qlQrr1q1D06ZN0aZNG3Wsa9euxYULF9C2bVutXr863t7e6h/xHj16IDY2FseOHdPque3bt9f4HCoaUSaTycp9rjt37sStW7c0EpWaWL9+PYYMGaJ+fPjwYdy4caNcR++PPvoIGRkZ2Llzp0bH+7Lu3r2Lt99+G2+++Sb69+8PAJg4cSLmzp2L+fPnA2Cjz7y9vfHll19i9uzZAIDu3bujXr16OHv2LKZMmaJV3GXf8+pMnToV3t7eGD9+fJXrTZw4ETY2Nvj+++/h4OBQZQd+Xtu2bdGkSRNs2LAB77//vno/zM/PR2xsrHpkmL6U/a706NEDmzdvxvr168udilq/fj3effdd9WN+tBg/WmrAgAFYsGABbt26hWHDhmn9+mPHjsWnn36Kc+fOlWv54Q0YMAAbN25ESUkJAgICqt2mo6OjRrmA0lGuz0pPT8emTZuwaNGiStchxkEJEDG4zp07Y+jQoXjuuefg5OSEhw8fIikpCcuWLUN4eLh6hFdwcDDq16+Pt956C7Nnz4ZCocD69etx8uTJCrdbWFiII0eOAChtAcrJyYGPj4/GesnJybCxscEff/xRaYw9e/bEyJEj8cUXX+D27dsYMGAArK2tkZqaCjs7O7zzzjvqdbdv3w5nZ2f1j582XnvtNXh6eqJ169aVrjN//nyEhoaiT58+eP/992FlZYUVK1bg9OnTiImJUf8wff755/jrr7/Qq1cvfPzxx+jUqRNycnKwe/duzJgxQ51Q6uLy5cu4d+8eCgsLkZSUhNOnT2v9Q66NAQMGIDo6Gu3atUPnzp1x4sQJ/O9//9PLqbyUlBRMmDABL7/8MjIyMvDJJ5+gSZMmmDRpknqd+Ph4LF26FOvWras0+QGAt99+G3Xq1Ck3PUFZrVq1wsKFCzFjxgwMHDgQPj4+qFu3Lr777juMHj0aDx48wNChQ9G4cWPcvXsXJ0+exN27d7Fy5coale/mzZvIyMjA0aNHyw2rLuunn37C9u3bkZiYCAcHB623L5fLsWjRIrz22msYMGAA3nzzTRQWFuJ///sfcnJysGDBghrFXRl+n+VbgE6fPo0333xTYx0rKyssXrwYeXl56Nq1Kw4fPowvvvgC4eHh6NGjBwCWdL7xxhsYO3YsUlJS0KtXL9SpUwdZWVk4ePAgOnXqhLfffrvc6zs6OiIpKQlFRUWVfhdeeeUVrF+/HhEREZg6dSq6desGhUKBmzdvYv/+/Rg0aBBefPHFGpX/119/RefOnfHWW2/V6PlEfygBIgb3zjvvYM+ePdi2bRuys7NRr149eHl54aeffsLw4cPVHQAbNGiAnTt34r333sPrr7+OOnXqYNCgQdi0aVOFw2uzs7PV58/t7Ozg6emJL7/8Eu+9957GeiUlJfj000/LdXx+VnR0NHx9fbF69WpER0fD1tYWXl5e+Pjjj8ttr6qOzxWxsbEpd1roWSEhIdi3bx9mz56NMWPGQKVSwdvbGzt27NCYZ6RJkyY4duwYZs+ejQULFuD+/fto1KgRevToUenpkerw76O1tTWaNGmCadOmYd68eTXaVkWWLl0KhUKh7sfi6+uLLVu24NNPP631tlevXo21a9filVdeQWFhIfr06YOlS5eq34v79+9jzJgxeOWVV9QdaSuyYcMGbNmyBfv27av2s508eTK2bt2K0aNHIyUlBVZWVnj99dfh4eGBRYsW4c0338Tjx4/RuHFjdOnSpdzcUbooKSnBm2++Wa6FoazLly9j2rRp+PDDD9UJgi5GjBiBOnXqYP78+Rg+fDgsLCwQGBiI/fv3Izg4uMaxV+TZ79r06dPLtboqFAr8+eefePfdd/HFF1/A1tYWEydOxP/+9z+N9VatWoXAwECsWrUKK1asgEqlgpubG7p3764+xV6R6obrW1hYYMeOHVi6dCnWrl2L+fPnw9LSEk2bNkVISAg6depUw9KzVt3ly5fT0HcRoJmgCSEmKTo6GmPHjsXx48erTA6IaRkzZgx+//135OXlCR0KkTgae0cIIYQQs0MJECGEEELMDp0CI4QQQojZoRYgQgghhJgdSoAIIYQQYnYoASKEEEKI2aF5gCqgUqmQmZkJe3v7KiceI4QQQoh4cByHx48fw83NrdqLzFICVIHMzMxqJ80jhBBCiDhlZGRUO9M8JUAV4C90l5GRodOU8tpQKpWIi4tDWFiYTlcPNhVSLx8g/TJS+Uyf1MtI5TN9hipjbm4u3N3dy12wtiKUAFWAP+3l4OBgkATIzs4ODg4OkvxiS718gPTLSOUzfVIvI5XP9Bm6jNp0X6FO0IQQQggxO5QAEUIIIcTsUAJECCGEELNDfYAIIYQQEVGpVLC0tERBQQFKSkqEDscglEpljctoZWVV7RB3bVACRAghhIhEUVERrl27BhcXF2RkZEh2LjqO42pcRrlcjubNm8PKyqpWMVACRAghhIgAx3HIysqChYUFmjZtCnt7e720dIiRSqVCXl4e6tatq1MZ+YmKs7Ky4OHhUasEkRIgQgghRASKi4vx5MkTuLq6AgBsbGwknQAVFRXVqIyNGjVCZmYmiouLazWEXprvLCGEEGJi+L4wUp37R1/4U1+17R9FCRAhhBAiIlLt96Mv+np/KAEihBBCiNkRNAGaP38+unbtCnt7ezRu3BiDBw/GhQsXqn1eYmIi/Pz8YGNjgxYtWuD7778vt05sbCy8vLxgbW0NLy8vbN261RBFIIQQQogWevXqhQ0bNlS5zrJlyzBw4ECjxCNoApSYmIjJkyfjyJEjiI+PR3FxMcLCwpCfn1/pc65du4aIiAj07NkTqamp+Pjjj/Huu+8iNjZWvU5ycjKGDx+OkSNH4uTJkxg5ciSGDRuGo0ePGqNYhBBCCCnjzz//RHZ2Nl555RX1svr162Pbtm0a602cOBHHjx/HwYMHDR6ToKPAdu/erfF4zZo1aNy4MU6cOIFevXpV+Jzvv/8eHh4eiIqKAgC0b98eKSkp+PrrrzFkyBAAQFRUFEJDQzFr1iwAwKxZs5CYmIioqCjExMQYrkAET54Ajx5ZgeOEjoQQ86RSAbdvA0ol9SMh4vHtt99i7Nix1Y74sra2xogRI/Ddd9+hR48eBo1JVMPgHz16BABwcnKqdJ3k5GSEhYVpLOvfvz9Wr14NpVIJhUKB5ORkTJ8+vdw6fNL0rMLCQhQWFqof5+bmAmAzVSqVypoUpVL89vS9XaFwHJCQIMPKlXKkpMhw86YCQDjeeYdDu3YqjBjBYdQoFerWFTpS/ZHaZ/gsKp/puX0b+OEHObZtk+PyZeDpUwXk8kg0a8ahVy8VJk8ugbe30FHqjxQ/Q4CVh+M4cP/VIDmOg0qlEjiq6q1atQpffPEFbty4oZHgDBo0CPXr18fXX3+NvXv3YvHixerytGjRAgDUDReenp64evUqAGDAgAF4/vnnkZ+fD1tb23Kvp1KpwHEclEolLCwsNP6ny3dCxnHiqKtzHIdBgwbh4cOHOHDgQKXrtWnTBmPGjMHHH3+sXnb48GF0794dmZmZcHV1hZWVFaKjozFixAj1Ohs2bMDYsWM1Eh3enDlzMHfu3HLLN2zYADs7u1qWTLouXaqHFSu8ce1avSrXs7NTYtiwCxg48AokOqUFIYIoLJRj7Vov7N7dDMXFFlWu26XLHbz9dhqcnZ8aKTqiK0tLS7i4uMDd3R1WVqwl/ckTYWKxswO0HWz18OFDtGvXDr/99htCQkIAADk5OWjbti1iYmLw9OlTvPnmm0hPT1cnSPfu3UPr1q2xfPly9O3bFxYWFmjYsCEAID8/H+7u7vjjjz/QvXv3cq9XVFSEjIwMZGdno7i4WON/T548wYgRI/Do0SM4ODhUGbdoWoCmTJmCU6dOaXXe79khcHwOV3Z5RetUNnRu1qxZmDFjhvpxbm4u3N3dERYWVu0bqCulUon4+HiEhoaa7FwPKhUQFSXHp5/KUVwsg50da+UZPpxDixZFOHr0bzRv3g+HDllh2TI5Ll9WIDq6IzIzvbB6dQmcnYUuQe1I4TOsCpXPNJw7B7z2miVOn2bHta5dVZg0SYVu3Ti4uSmxdesBNGgQgrVrrbB1qwxpaY0xc2YoVq0qwUsviaLeW2NS+QyfVVBQgIyMDNSpU+e/1g17NG1adWJrKLm5KtSpo926Dg4O6N+/P7Zv347IyEgAwMaNG+Hk5ITIyEgsW7YMzs7OqFevnvo59vb2AAAXFxe0bt263Pbq1auHO3fuVPgbXFBQAFtbW/Tq1Qs2NjbPxJ2rdRlFkQC988472LFjB5KSktC0adMq13VxcUF2drbGsjt37sDS0hINGjSoch3nSn55ra2tYW1tXW65QqEw2M5lyG0bUkkJMG4csG4dezx0KPD99zI0aMB2UqWSg5WVCt7elvD3t8A77wA//ghMmwbExckRFCRHQgLQsqVgRdAbU/0MtUXlE6+kJCAiAsjPBxo3BtasASIi5ODHtSiVgJNTAcLDLTBwIDst9vrrwNGjMrzyiiW++gr4r4ukSTPlz7AiJSUlkMlk6sq6kPMByeVynVrsX3/9dbzxxhtYuXIlrK2tERMTg1deeQUKhQIFBQXlZnwue2qvon5Btra2KCgoqPB/crkcMpmsws9fl++DoCckOI7DlClTsGXLFuzbtw/Nmzev9jlBQUGIj4/XWBYXFwd/f391wStbJzg4WH/BmyGVCpgwgSU/lpbA998Dv/0G/Jd3VkguB958E0hJAdq2BW7eBJ57Drhxw3hxEyIlhw+XJj+9ewMnT7LHVWnVCjhwAPjgA/b444+Br782eKikluzsgLw8Yf507f0RGRkJlUqFnTt3IiMjAwcOHMDrr78OAGjYsCEePnyo0/YePHiARo0a6RaEjgRtAZo8eTI2bNiA7du3w97eXt1q4+joqO74NGvWLNy6dQu//vorAOCtt97CsmXLMGPGDEycOBHJyclYvXq1xuiuqVOnolevXli4cCEGDRqE7du3Y+/evUYZVidl77wDREcDFhZATAxr/dFWhw7A/v3sgH3xItCnD3DkCKu9EkK0c/IkEB7Okp9+/YAdO4AK+ohWSKEAFi0C7O2Bzz5jyVCdOsDbbxs2ZlJzMhm0Pg0lNFtbW7z00ktYv349Ll++jDZt2sDPzw8A4OPjg+zsbDx8+BD169dXP0ehUFR4OYsrV66goKAAPj4+Bo1Z0BaglStX4tGjR+jduzdcXV3Vf5s2bVKvk5WVhfT0dPXj5s2bY9euXUhISECXLl0wb948fPvtt+qe5AAQHByMjRs3Ys2aNejcuTOio6OxadMmBAQEGLV8UrJmDbBiBdsh163TLfnhuboC+/ax01/XrgEjRrBTaoSQ6uXkAEOGALm5QEgIsH279slPWf/3f+wPAN59F0hO1muYxIy99tpr2LlzJ37++Wd16w/AEqBGjRrh0KFDGut7eHhg37596uSId+DAAbRo0QItDdxXQtAWIG0GoEVHR5dbFhISgn/++afK5w0dOhRDa/IrTco5eRKYNInd//xzoMw8Vjpr0gT44w+ga1fg77+BuXPZNgkhleM4YOxY4MoVoFkzYMsW3U9RlDV3LnDhAjuFPWwY8M8/gIHPNhAz8Nxzz8HJyQkXLlzQGIVtYWGBcePGYf369RgwYIB6+bx58/DZZ5/hp59+QpMmTXD9+nUAQExMDCZOnGjweGlQMqlSfj7w8stAQQFrei8z+0CNtW8P/PADuz9vHhAXV/ttEiJlS5cC27YBVlbA5s1AFVOlaUUmA376qbRf3siRoMlLSa1ZWFggMzMTHMep5/nhTZs2DfHx8bhRpgNoeHg4Lly4AKVSqU5+Tp8+jbS0NLxthHOzlACRKs2eDVy6BDRtCqxdC73N4zNiRGnfgzfeYIkWIaS8a9dKKx5LlgD+/vrZrr098PvvgI0NsGcP8F83S0IMwtnZGatXr9bo0lKRzMxM/Prrr3B0dDR4TJQAkUr98w874ALAqlVVj/aqiUWLAA8PNiJszhz9bpsQKeA4VlF4+pQNHNB3pbhjx9J97733gLt39bt9QsoaNGgQevbsWeU6YWFh6N+/v1HioQSIVKi4mLXMqFSsj0B1w2xrom5dYOVKdn/JEiA1Vf+vQYgpi4lhrTPW1mzaCUNMCzNjBtC5M3D/PkuCCDEXlACRCv30E3DiBODoyPofGEpEBEuwSkqAyZOpHwIhvLw8lpwAwKefAm3aGOZ1FArWJ08mY6e5abYQYi4oASLl5OWVNovPmwe4uBj29ZYsYSNakpPZ0F5CCNsvbt9m00bMnGnY1woIYJOcAsCHH1JFRGgiuUSnaOnr/aEEiJQTFcUOvC1asFmcDc3NDZg+nd2fNYudfiPEnN29y/rIAcCXX7LRX4Y2Zw6bV+jwYTbBIjE+/srmUrvKvb4VFRUBQLkrwetKFNcCI+IhxIEXYLPSfv89cP48m22ar40SYo6++IK1xPr5sWkojIGviPDXCXvhBXbJG2I8lpaWsLOzw927d+Hg4FDptbCkQKVSoaioSOcyqlQq3L17F3Z2drCs5ReUvt5Ew4IFwOPHgI8P65tjLI6OrJ/D9Ols6P3rr7PhuYSYmxs3SgcHLFyov6kntDFzJquInDvH+gONHWu81ybs4qeurq64evUqbt68CVtbW0EviGpIHMfh6dOnNSqjXC6Hh4dHrd8bSoCI2v377OAHsNYfY1c83n4bWLyYTcy2di1ghIlACRGdxYvZ1dyfew7o29e4r+3oyPoAffghS75GjWLX/iPGY2VlhebNmyM+Ph4hISGSutp9WUqlEklJSejVq5fOZbSystJLyxglQERt2TLgyRPW+vP888Z/fWtrNgx3+nR2Gm7cODr4EvNy9y4bgQnoZ9b1mnj7bWD+fHapjO3bgZdeEiYOcyaXy1FSUgIbGxvJJkAWFhYoLi4WtIzSPLlIdJaXB3z7Lbv/0UeGmW9EGxMnsmn+L19ms9QSYk6WLmWTHnbtylqAhGBvD0yZwu7Pn08jwoh0UQJEALBa54MHQKtW7IrTQqlTh12hGmD9kejgS8xFbi6wfDm7L2QlBGD7oK0tkJIC7NsnXByEGBIlQATFxcA337D7M2cKf9ppyhQ2L1BaGrB3r7CxEGIsq1cDOTnsAqWDBwsbS6NGpSMx+VGhhEgNJUAEf/wBZGQADRuyq0ILrUED1v8HKK0REyJlKlXpd336dOMPQKjI9OmsFSouDrh4UehoCNE/EexmRGj8gXfiRPEMPZ80id3+8QcbFkyIlMXFAVeusFFYr78udDRM8+ZsLiCgdFg+IVJCCZCZO3cO+PtvVuN86y2hoynVvj0bAqxSlQ7NJ0Sqli1jt2PHsn5wYjF5MrtdswbIzxc2FkL0jRIgM7diBbsdOBDw8BA2lmfxB9+ffgIKCoSNhRBDuXoV2LWL3edbPsUiLIwNjHj0CFi/XuhoCNEvSoDM2OPHwC+/sPt8siEmkZGAuztw7x7w229CR0OIYXz/PRvt2L8/0Lq10NFokstLk7Jly2hUJpEWSoDM2ObNLAlq3dr4M85qw9Ky9GKsq1cLGwshhqBUllZC3n5b2FgqM2YM6xv4779sWDwhUkEJkBlbs4bdjhsn7JwjVRk9mtVCk5JYJ1FCpGTXLuDOHcDZubTDsdjUr186GzR/zCBECigBMlMXLwIHD7LkYtQooaOpXNOmQGgoux8dLWgohOgdn1CMHCnuK6/zF0WNiWEzVRMiBZQAmSk+mXj+ecDNTdBQqsXPCRQdDZSUCBoKIXpz+zbw55/svtivuv7cc2yQRE4OsG2b0NEQoh+UAJmhkhLg11/ZfbEfeAE2Qq1+fXaV+L//FjoaQvRj3Tq2LwYEAF5eQkdTNbmc9QUC6DQYkQ5KgMxQfDxw6xa76GhkpNDRVM/GBhgxgt2ngy+RAo4r/S6bQiUEKE2A9u4F0tMFDYUQvaAEyAzx83m8+ipgbS1sLNriD77bt7Mr1xNiyk6dAs6cYfvf8OFCR6Od5s2BkBCWvG3cKHQ0hNQeJUBm5smT0nP4r70maCg68fNjw/WfPmVJECGmLCaG3b7wAlCvnqCh6IRvieXjJ8SUUQJkZnbuZC0ozZoBgYFCR6M9mYy1WAF08CWmrWwLCv+dNhVDhrDRamlp7DI6hJgySoDMzIYN7PaVV8Q7909l+B+LPXuA+/eFjYWQmkpOZhf4tbcX79w/lWnQgM1YDVBFhJg+SoDMSE5O6TWHTK3mCQDt2gFdugDFxUBsrNDREFIzfOIweDBgaytoKDVStiWWLo1BTBklQGZk61agqIgNue3USehoaoZOgxFTVlxcel07U6yEAMCgQSxxu3wZOHFC6GgIqTlBE6CkpCRERkbCzc0NMpkM26qZYWvMmDGQyWTl/jp06KBeJzo6usJ1Cuhy4ti0id2++qrpnf7ivfIKu01MBLKyhI2FEF0lJrJLXzRoAPTrJ3Q0NVO3bun0GTQajJgyQROg/Px8eHt7Y9myZVqtv3TpUmRlZan/MjIy4OTkhJdfflljPQcHB431srKyYGNjY4gimIyHD0snEXzm7TIpHh5s4jiOoxlpienhT92++CKgUAgbS23wx5AtW+g0GDFdgl59Jjw8HOHh4Vqv7+joCEdHR/Xjbdu24eHDhxj7zExiMpkMLi4ueotTCv74gzW/d+gAtG0rdDS1M2QIcPQo+zER6xW0CXmWSsVOQwPsO2zKwsPZabBr19iIMB8foSMiRHcivvxe9VavXo1+/frB09NTY3leXh48PT1RUlKCLl26YN68efCpYg8tLCxEYWGh+nFubi4AQKlUQqlU6jVmfnv63m51fv/dAoAcgweXQKlUGex1jFG+yEhg5kwFEhI4ZGcXo0EDg71UhYT6DI2FymcYhw/LkJ1tCUdHDj17FsOQL2/oMlpZAWFhFti+XY7Nm0vQsaPhjikVoe+o6TNUGXXZnozjxNGAKZPJsHXrVgwePFir9bOysuDu7o4NGzZg2LBh6uVHjhzB5cuX0alTJ+Tm5mLp0qXYtWsXTp48idatW1e4rTlz5mDu3Lnllm/YsAF2dnY1Ko+YPH1qgdGjw1FUZIGoqP1o1ixX6JBqbdq03rh+3RHvvJOKvn1pXn4ifj//3AE7drRCSEgGpk//R+hwai0xsSmWLPFD06aPsWzZPqHDIQQA8OTJE4wYMQKPHj2Cg4NDleuabAI0f/58LF68GJmZmbCysqp0PZVKBV9fX/Tq1QvffvtthetU1ALk7u6Oe/fuVfsG6kqpVCI+Ph6hoaFQGKkTwObNMrz2miVateJw5kyxQTtAG6t8X34px9y5FoiIUGHbNuNeIl6Iz9CYqHz6x3FAmzaWuHFDhs2bizFokGEPu8Yo46NHgJubJZRKGU6eVKJ9e4O8TIXoO2r6DFXG3NxcNGzYUKsEyCRPgXEch59//hkjR46sMvkBALlcjq5du+LSpUuVrmNtbQ3rCi6KpVAoDPblM+S2n8VfOuKll2SwsjLOaxq6fMOGAXPnAnv3yvH0qRx6zlO1YszPUAhUPv1JSWGTH9rZAS+8YGm0DtCGLGPDhmwk219/ATt2KNC5s0Fepkr0HTV9+i6jLtsyyXmAEhMTcfnyZYwfP77adTmOQ1paGlxdXY0QmfgUFpZOfmjqHS/Lat+edeYuKiotHyFixY9YjIgwzckPK8MfU/jO3YSYEkEToLy8PKSlpSEtLQ0AcO3aNaSlpSE9nfXpmDVrFkaNGlXueatXr0ZAQAA6duxY7n9z587Fnj17cPXqVaSlpWH8+PFIS0vDW2+9ZdCyiFVCArv2l6sr4O8vdDT6I5OxCdkANsKNEDHbsYPd8t9ZqYiMZPviP/8At24JHQ0huhE0AUpJSYGPj496hNaMGTPg4+ODzz77DADr6MwnQ7xHjx4hNja20tafnJwcvPHGG2jfvj3CwsJw69YtJCUloVu3boYtjEjxycGAAYDcJNv7KsdPxrZrFww6ooaQ2rhxA/j3X7b/6TDrh0lo3JjNywUAf/4pbCyE6ErQPkC9e/dGVX2wo6Ojyy1zdHTEkydPKn3OkiVLsGTJEn2EZ/I4rjQB4pMFKQkKYjPq3r8PHDoE9O4tdESElMfvgz16wOhTNhhDZCRw5Agr55tvCh0NIdqTWJsAKevff4H0dNbnoG9foaPRPwuL0qtp02kwIlb86S8pVkIAYOBAdvv330B+vrCxEKILSoAkjE8K+vVjo0+kiP9R2bGDpuQn4pOby/rhAaWJgtR06AA0awYUFAB79wodDSHaowRIwqRe8wSA/v3ZrLSXLwMXLggdDSGa4uJY/7Q2bdifFMlkpccYaoklpoQSIIm6fRs4dozdHzBA2FgMyd6+tO8PHXyJ2Ei5D15ZfPn+/JNd84wQU0AJkETt2cNu/fzYEHgp4xM8mg+IiIlKBezeze7zfdWkKiQEqFuXVbxSU4WOhhDtUAIkUXwC1L+/sHEYAz+0+OBB1ueCEDE4eRK4c4clBt27Cx2NYVlZlQ60+OsvYWMhRFuUAEmQSsX6HgDmkQC1asX+iouBfXRNRiISfCWkTx+WIEgdXxGhBIiYCkqAJCg1Fbh3j/WPCQoSOhrjoIMvERtzaoUFSvfBI0eABw+EjYUQbVACJEH8gfe552C0iy4KrWwCRMPhidDy8tjknID5JEAeHoCXF2uBjo8XOhpCqkcJkASZW80TYCPBbGyAjAzg7FmhoyHmbv9+Nvy9RQt2etZcUEssMSWUAElMbi5w+DC7b04JkK1t6XB4OvgSoZljJQQoTYB276bh8ET8KAGSmP37WWfgVq1Y7dOclD34EiIkc02AevQA6tRhw+FPnhQ6GkKqRgmQxJjrgRcoLfPBg8DTp8LGQszX1atsZnJLSzYCzJxYW5eWmS6LQcSOEiCJMecEqE0boEkToLCwtAMqIcbG74NBQYCDg7CxCIGfD4gSICJ2lABJyOXLrPapUJhfzRNg1yTq14/dp4MvEYo5V0KA0n3wwAFWGSFErCgBkhD+wNu9O5t91hzxB9+//xY2DmKelMrSyTjNNQHq0AFwdmanoZOThY6GkMpRAiQh5l7zBNjcRwBw4gRNxkaMLzkZePwYaNgQ8PUVOhphyGR0GoyYBkqAJKKoiI0AA8w7AXJzY5OxcVzp+0GIsfCVkNBQQG7GR1dqiSWmwIx3UWk5fJjNPtu4MeDtLXQ0wuJrn3TwJcZGrbAMvw8eOwY8eiRsLIRUhhIgieAPvGFh5l3zBKgjNBHG3bvAP/+w+2FhwsYiNA8PoHVrNhliYqLQ0RBSMTP/qZQOvrXD3A+8ABASAlhYAJcuAenpQkdDzMX+/ezUa6dOgKur0NEIjyoiROwoAZKAR49Yp1/APIe/P8vREejald2n02DEWPg+Z3xHfHNHHaGJ2FECJAEHDrCm5latgKZNhY5GHKj2SYyNT4CoEsL06cNGhJ07B2RmCh0NIeVRAiQBdOAtr+woFI4TNhYifZmZwIUL7Ae/Vy+hoxEHJyfAz4/dp5ZYIkaUAEkAJUDlBQayK8Tfvg2cOSN0NETqEhLYbZcuQP36QkYiLjQik4gZJUAm7sEDIC2N3e/dW8hIxMXaurQmTqfBiKFRJaRiZU9FU0ssERtKgEzcgQPswNKuHY08eRbVPomx8C1AlABp6t6dVUZu3WKnCAkRE0qATBzVPCvH1z4TEtg1mggxhJs32YWI5XKgZ0+hoxEXW1uWBAFUESHiQwmQieMTIDr9VZ63N9CgAZsh+9gxoaMhUsXvg35+bAoGoolGZBKxogTIhN27B5w6xe5TAlSeXF76vtBstMRQqBW2avz7kpTEpusgRCwoATJh/I96hw7sGmCkvJAQdpuUJGwcRLqoFbZqfn6AnR0bsHH2rNDREFJK0AQoKSkJkZGRcHNzg0wmw7Zt26pcPyEhATKZrNzf+fPnNdaLjY2Fl5cXrK2t4eXlha1btxqwFMKhmmf1+JFghw4BxcXCxkKk5/p19mdhAfToIXQ04qRQAMHB7D61xBIxETQBys/Ph7e3N5YtW6bT8y5cuICsrCz1X+vWrdX/S05OxvDhwzFy5EicPHkSI0eOxLBhw3D06FF9hy84GnlSvU6dgHr1WD+g1FShoyFSw++DXbsC9vaChiJq1BJLxMhSyBcPDw9HeHi4zs9r3Lgx6tWrV+H/oqKiEBoailmzZgEAZs2ahcTERERFRSEmJqY24YrKnTulE/zRzLOV40fm/PEHq33y1wgjRB+oFVY7/DEqMZFN2yGTCRsPIYDACVBN+fj4oKCgAF5eXvj000/Rp8zRJzk5GdOnT9dYv3///oiKiqp0e4WFhSgsLFQ/zs3NBQAolUoo9Tx+mt9ebbe7d68MgCU6deLg6FgsmmHe+iqfPvXoIccff1ggIUGFqVNLar09MZZRn6h82uE4YP9+SwAy9OxZDKVSPDP9ie0z9PEBrK0tcfu2DGfPKtGmTe22J7by6ZvUywcYroy6bM+kEiBXV1f88MMP8PPzQ2FhIdauXYu+ffsiISEBvf6rYmRnZ8PZ2Vnjec7OzsjOzq50u/Pnz8fcuXPLLY+Li4OdnZ1+C/Gf+Pj4Wj1/7drOAJrD0/Mqdu06rZ+g9Ki25dMnubwegBAkJBTjzz//glxPJ37FVEZDoPJVLSvLDhkZobC0VOHx493Ytav2ybW+iekzbNWqO86caYgVK84gLOyGXrYppvIZgtTLB+i/jE+ePNF6XZNKgNq2bYu2bduqHwcFBSEjIwNff/21OgECANkz7ascx5VbVtasWbMwY8YM9ePc3Fy4u7sjLCwMDg4OeiwBy07j4+MRGhoKhUJR4+3MnMk+ujFjPBER4aGv8GpNX+XTp+JiYO5cDnl5VnB3j4C3d+22J8Yy6hOVTzs//8yOKQEBwIsv9tdXeHohxs/w2DE5zpwBcnI6IyKiQ622Jcby6ZPUywcYroz8GRxtmFQCVJHAwECsW7dO/djFxaVca8+dO3fKtQqVZW1tDWtr63LLFQqFwb58tdl2VhZw8SI7j/7cc5YQ4/5hyPdOVwoFm412zx4gOVkBf399bVc8ZTQEKl/VDhxgt336yKFQiHNGETF9hn36AF99BRw4IIelpVwv/YDEVD5DkHr5AP2XUZdtiXOv1UFqaipcy1wEKygoqFyTWlxcHIL5cZgSwB94vb3pytPaKtsJkxB94Ec00fw/2gkKAiwtgYwM4IZ+zoARUiuCtgDl5eXh8uXL6sfXrl1DWloanJyc4OHhgVmzZuHWrVv49ddfAbARXs2aNUOHDh1QVFSEdevWITY2FrGxseptTJ06Fb169cLChQsxaNAgbN++HXv37sXBgweNXj5D4YtC1x3SXtlhuDQKhdRWejr7IbewAAIDhY7GNNSpA/j7A0eOsIpIs2ZCR0TMnaAtQCkpKfDx8YGPjw8AYMaMGfDx8cFnn30GAMjKykJ6erp6/aKiIrz//vvo3LkzevbsiYMHD2Lnzp146aWX1OsEBwdj48aNWLNmDTp37ozo6Ghs2rQJAQEBxi2cAfEtQDTxmvb8/QEbG+DuXboqNak9fh/09WU/7EQ7NB8QERNBW4B69+4Njqt86Gh0dLTG45kzZ2LmzJnVbnfo0KEYOnRobcMTpUePSq//RQmQ9qytWRP8/v2s9tmundAREVNGrbA106sXsHAhnYom4mDyfYDMTXIyu6BgixaAm5vQ0ZgWvh8Q1T5JbVErbM10784mJ71yBbh1S+hoiLmjBMjEUM2z5p6djZaQmnjwoHQWdkqAdOPoCHTpwu5TRYQIjRIgE8MnQHTg1V1gIBsSf+sWcO2a0NEQU3X4MLtt2xZo1EjYWEwR9QMiYkEJkAkpLAT4a7pSAqQ7O7vSa4FRHwRSU3T6q3ZoSgoiFpQAmZB//gEKCoCGDVntk+iOap+ktug0dO3wieO5c+yizoQIhRIgE1K25knz2NQMdYQmtfH0KXD8OLtPLUA107Ah0LEjuy+h6dmICaIEyIRQzbP2goJY8nj1KnD7ttDREFNz/DigVAKurmwkJqmZ7t3ZLd+fihAhUAJkIlQq6gCtD46OpbXPQ4eEjYWYHmqF1Q8+AaJ9kAiJEiATce4c8PAh68j738TZpIbo4Etqilph9YPfB0+cYKcVCRECJUAmgq958kO5Sc1RAkRqoqSk9JQNtcLWTvPmgIsLO52YkiJ0NMRcUQJkIuj0l/7wCdA//1Dtk2jv33+B3FzA3h7o3FnoaEybTAYEB7P7VBEhQqEEyETwLUDU9F57zZqV1j75ET2EVIffB4OD2VXgSe1QSywRGiVAJiA9nf1ZWLBTYKR2ZDIahUJ0R62w+lV2H6RL0xAhUAJkAvgako8PULeusLFIBdU+iS44jjpA65uPD2Bjw66tduGC0NEQc0QJkAmgqff1r2ztU6USNhYifteuAZmZbABCt25CRyMNVlal7yVVRIgQKAEyAfxpGv5Hm9Sejw9ga0u1T6Idfh/09WXfG6If1BGaCIkSIJHLzWWjT4DSgwWpvbI1eTr4kupQJcQw6FQ0ERIlQCJ37Bg7RePpCbi5CR2NtNDBl2iLT4CCgoSNQ2r4St3Fi8Ddu8LGQswPJUAil5zMbqn1R/9oJBjRxuPH1AprKE5OQPv27D5/rCPEWCgBEjmqeRoOP6UA1T5JVfhWWA8PaoU1BGqJJUKhBEjEVCrgyBF2n2qe+ufkBHh5sfvUCkQqQ62whkUJEBEKJUAidv48kJPDRp3Q1PuGQQdfUh1qhTUsPrFMSQEKC4WNhZgXSoBEjK95dutGF0A1FEqASFWoFdbwWrcGGjViyc+JE0JHQ8wJJUAiRjVPw+MToJQUoKBA2FiI+Fy4ADx8yFphvb2Fjkaa6MKoRCiUAIkY9T0wvJYtgcaNgaIiqn2S8vh9sGtXaoU1JGqJJUKgBEikHjwAzp1j9+kCqIZTtvbJn+oghEetsMZRdh+kC6MSY6EESKSOHmW3/PlxYjh8gkkJEHkWtcIah68vYGkJ3L4N3LghdDTEXFACJFJ8zZMOvIbH1+4pASJlPXwInD3L7lMLkGHZ2rLr8wG0HxLjoQRIpPiaJx14Dc/PD7CwAG7eZH+EAKWtsK1aUSusMVBLLDE2SoBEqLi49OBLLUCGV6dO6TxLdPAlPGqFNS4+AaJLYhBj0SkB2r9/PxYvXoxD/3XVX7VqFTw8PNCoUSNMnDgRT58+NUiQ5ub0aSAvD7C3L52pmBgW1T7Js6gDtHHx+2BqKk1JQYxD6wToxx9/RGhoKFauXIm+ffti/vz5eO+99/DCCy9g2LBh+O233zB37lydXjwpKQmRkZFwc3ODTCbDtm3bqlx/y5YtCA0NRaNGjeDg4ICgoCDs2bNHY53o6GjIZLJyfwUmtEfxNaDAQHZqhhgeJUCkrJISaoU1tubN2alGpZIlQYQYmtYJ0NKlS7FkyRJcvnwZ27Ztw2effYbly5dj5cqVWL58OX766Sf8/vvvOr14fn4+vL29sWzZMq3WT0pKQmhoKHbt2oUTJ06gT58+iIyMROoze4uDgwOysrI0/mxsbHSKTUhU8zQ+PgE6cYLNCUTMW9lW2A4dhI7GPMhkVBEhxmWp7YpXr17FwIEDAQDPP/88ZDIZunXrpv5/QEAAMjIydHrx8PBwhIeHa71+VFSUxuOvvvoK27dvxx9//AEffggBAJlMBhcXF51iERMaemt8rVsD9euzkT+nTgH+/kJHRITE74MBAdQKa0yBgcAff1ACRIxD6wSooKAAtra26sfW1tawtrbWeFxcXKzf6KqhUqnw+PFjODk5aSzPy8uDp6cnSkpK0KVLF8ybN08jQXpWYWEhCstchS83NxcAoFQqoVQq9Rozv73KtnvnDnDlCpty1tdXCT2/vMFVVz4xCwiwwO7dchw6VAJvb1Wl65lyGbVB5QMOHrQAIEe3biVQKiv/LoiVqX6G/v4yAJY4coSDUln574mplk9bUi8fYLgy6rI9rRMgmUyGx48fw8bGBhzHQSaTIS8vT50s8LfGtHjxYuTn52PYsGHqZe3atUN0dDQ6deqE3NxcLF26FN27d8fJkyfRunXrCrczf/78CvsvxcXFwc7OziCxx8fHV7j82DEXAAFwd8/F4cP7DfLaxlBZ+cSsfv02ANpj69ZMNGv2T7Xrm2IZdWHO5du/vy+AurCwOIZdu+4YLyg9M7XP8OlTS8jlEUhPl2Hdun1wcqq676aplU9XUi8foP8yPnnyROt1ZRyn3cTjcrkcMplM/ZhPgp59XFJSokOoZQKRybB161YMHjxYq/VjYmIwYcIEbN++Hf369at0PZVKBV9fX/Tq1QvffvtthetU1ALk7u6Oe/fuwcHBQadyVEepVCI+Ph6hoaFQVHBxof/7PzkWLrTAmDEq/PBDzd5LIVVXPjHbu1eGiAhLtGzJ4dy5qmufplpGbZh7+R48AFxc2PKsLCUaNDB2hLVnyp+hn58l/v1Xht9+K8bgwRX/PJly+bQh9fIBhitjbm4uGjZsiEePHlX7+611C9D+/eJpjdi0aRPGjx+PzZs3V5n8ACxx69q1Ky5dulTpOs+ezuMpFAqDffkq2/bx4+w2KEgOhcJ0p2ky5HtnKMHBrCPmlSsy5OQoqp38zhTLqAtzLR8/pqJ169JEyFSZ4mcYFAT8+y+QkmKJl1+uel1TLJ8upF4+QP9l1GVbWidAISEhNQpG32JiYjBu3DjExMTghRdeqHZ9juOQlpaGTp06GSG62ikpKU2AAgKEjcUcOToC7duzyx8cOQJERgodERECP/yd9kFhBAYCP/xAEyISw9M6AeKlp6dX+X8PDw+tt5WXl4fLly+rH1+7dg1paWlwcnKCh4cHZs2ahVu3buHXX38FwJKfUaNGYenSpQgMDER2djYAwNbWFo6OjgCAuXPnIjAwEK1bt0Zubi6+/fZbpKWlYfny5boW1ejOnwceP2YzE9PQW2EEBlICZO4oARIWPxQ+JYXNCSTxBhAiIJ0ToGbNmqn7/vDdh2QyWY36AKWkpKBPnz7qxzNmzAAAjB49GtHR0cjKytJIuFatWoXi4mJMnjwZkydPVi/n1weAnJwcvPHGG8jOzoajoyN8fHyQlJSkMWRfrPgDr78/uzIyMb7AQODnn2kYrrniOEqAhNa2LWuNffSInQrz9RU6IiJVOv/MNmrUCFZWVhg/fjwGDhwIi1pMktG7d29U1QebT2p4CQkJ1W5zyZIlWLJkSY1jEhL/o0sHXuHwtc9jx9gpSZoDxrxcvsw6QVtbA97eQkdjnuRydgyMi2PHREqAiKHo3Mv21q1b+Oabb3Do0CEMHDgQv/32GxwcHODt7Q1vOmLUCtU8heflBdSty2YBPntW6GiIsfH7oI8PYGUlbCzmjGaEJsagcwJkaWmJl19+GfHx8UhKSkJJSQl8fX2xevVqQ8RnNvLy2PT7QOnOT4zPwgLgz5bSwdf8UCVEHCgBIsZQ43HWT58+RWJiIhITE9GgQQM0a9ZMj2GZnxMnAJUKaNoUcHMTOhrzRgdf80UJkDjwlZBLl4D794WNhUiXzglQWloaJk2aBE9PT/z111+YN28eLl++jL59+xoiPrNB/X/EgxIg81RQAKSlsfvUCiusBg2ANm3YfT4pJUTfdO4E7evri6ZNm2LixIlwdnbG2bNncbZMZ4l3331XrwGaC6p5igf/43f2LJCTA9SrJ2Q0xFjS0tiw60aNAGrQFl5QEHDxIquIREQIHQ2RIp0TIA8PD8hkMmzYsKHc/2QyGSVANcQnQFTzFF6jRkDLlsCVK2w0WFiY0BERYyhbCSlzlR8ikMBA4JdfaEJEYjg6J0DXr183QBjm7eZNIDOTdcD18xM6GgKwg++VK6z2SQmQeaBWWHHhK4NHj9KUFMQwTPdiUxLC9zXp1Akw0MXniY6oH5D5oX544tKxIzsePn7MZsknRN8oARIBqnmKT9kEqIq5OolE3L0LXLvG7nftKmwshLG0LP0sqCJCDIESIBGg/j/i07kzYGMDPHzIhuISaeP3wXbtqNO7mFBLLDEkSoAEVlzMLvoHUAuQmFhZlfbHooOv9FErrDhRAkQMiRIggf37L/D0Kbv4X9u2QkdDyqKDr/mgBEic+M/jzBkgN1fYWIj06DUBSk9P1+lq8KT0wNutG7sIIBEPSoDMg0rFpjsA6DS02Li6Ap6erB/e8eNCR0OkRq8/uc2aNYOXlxe2bNmiz81KGtU8xSsoiN2eOgXk5wsbCzGcixeBR48AW1s2EpOIC78f0nxARN/0mgDt378fs2bNwu+//67PzUoaJUDi1aQJ+yspYddqI9LE74N+fmzkEREX/thIl8Qg+qbXBCgkJARjxoypcJZoUl5ODnDuHLtPCZA40cFX+qgSIm5l90GakoLoU40SoOLiYuzduxerVq3C48ePAQCZmZnIy8vTa3BSx5/TbtGCXX6BiA8lQNJHEyCKm48PoFCwuZroQgREn3Ru8L1x4waef/55pKeno7CwEKGhobC3t8eiRYtQUFCA77//3hBxShLVPMWPEiBpe/KE9fECaD8UKxsbwNubTRdy9CjQvLnQERGp0LkFaOrUqfD398fDhw9ha2urXv7iiy/i77//1mtwUkcJkPj5+bHReTdvArduCR0N0bd//mF9vFxcAHd3oaMhlaGKCDEEnROggwcP4tNPP4WVlZXGck9PT9yiXwitcRw1vZuCunXZNYkAOvhKEV0B3jTQlBTEEHROgFQqVYVz/dy8eRP29vZ6CcocXLsG3LvHZhz28RE6GlKVslelJtJCrbCmgf98UlOBoiJhYyHSoXMCFBoaiqioKPVjmUyGvLw8zJ49GxEREfqMTdKOHWPVzS5dAGtrYWMhVaPmd+mi6/CZhlatACcnoLAQOHlS6GiIVOicAC1ZsgSJiYnw8vJCQUEBRowYgWbNmuHWrVtYuHChIWKUpOPHWQJENU/x4z+jlBTWX4RIQ3Y2kJ7OTn35+wsdDamKTMZmyweoIkL0R+cEyM3NDWlpaXj//ffx5ptvwsfHBwsWLEBqaioaN25siBgl6ehRSoBMRbt2gL09mw36zBmhoyH6wrfCdujAPl8ibtQSS/StRvOe2traYty4cRg3bpy+4zELSqUcaWns4EtN7+JnYQF07Qrs28cOvu3bCx0R0Qc+AaJKiGmgBIjom84J0I4dO6r8/8CBA2scjLm4ds0BRUUyNGzIJkEk4hcQUJoAjRkjdDREH+g0tGnhT4FdugQ8eCBsLEQadE6ABg8eDNl/40W5Z+Yll8lkdDV4LVy8WB8A26Fp6K1poNqntJSUUAJkaho0YJ2hL18u/ewIqQ2d+wCNGDEC9vb2mDdvHp4+fQqVSqX+o+RHO3wCRKe/TAf/I3nmDJCbK2wspPZu3rRHXp4MdeqwPkDENPDHTP70JSG1oXMCtG7dOvz999+Ii4tDmzZtsH79ekPEJWl8AkQ1T9Ph4gJ4eLAJLE+coIOvqeP3QX9/1seLmAb+mEktQEQfanQxVD8/PyQkJGDp0qX4/PPP4e/vj8TERH3HJkn37gHZ2XUBlJ7TJqaBP/hS7dP0USusaSq7D9KV4Ult6ZwA5ebmqv+ee+45HDp0CIMGDUJkZCQGDx5sgBClhf/xbNOGQ716wsZCdEPN79Jx6RK1wpoib282ceyDBzJkZdUROhxi4nROgOrVq4f69eur/5ydnTFnzhzk5eXhjz/+0GlbSUlJiIyMhJubG2QyGbZt21btcxITE+Hn5wcbGxu0aNGiwqvPx8bGwsvLC9bW1vDy8sLWrVt1isuQSofeUvXF1JRtfqfap+nKywPS0x0AUAJkaspeOohvxSOkpnQeBbZ//369vXh+fj68vb0xduxYDBkypNr1r127hoiICEycOBHr1q3DoUOHMGnSJDRq1Ej9/OTkZAwfPhzz5s3Diy++iK1bt2LYsGE4ePAgAkRwtOPPXXfrRr+gpsbXF7C0BLKzZbh3z1bocEgN/fOPDCqVDE2bcnBzo9Y8UxMQwC6KSgkQqS2dE6CQkBC9vXh4eDjCw8O1Xv/777+Hh4eH+lpk7du3R0pKCr7++mt1AhQVFYXQ0FDMmjULADBr1iwkJiYiKioKMTExeou9JlSqsgmQCgD1vjQltrZA587AP//QwdeU8a2wXbtyACgBMjV8PZY/jUlMz9OnwKlTQHGxsPufzgnQqVOnqvx/586daxxMdZKTkxEWFqaxrH///li9ejWUSiUUCgWSk5Mxffr0cuuUvYDrswoLC1FYWKh+nPvfOGelUgmlUqm3+M+fB3JyFLCyKkHbtkrocdOiwb9f+nzfxKRrVzn++ccCFy/Wl2wZpf4Z8peh8fMrhlIpzQRIyp+hry8AKHDtmiMePy6Q5GVMpPz5AcDhwzL066eAm9tzCA/Xbxl1ec90ToC6dOkCmUwGjuPKTYho6IkQs7Oz4ezsrLHM2dkZxcXFuHfvHlxdXStdJzs7u9Ltzp8/H3Pnzi23PC4uDnZ2dvoJHsDJkw3h4OCPJk3ykJBwUG/bFaP4+HihQzAIa2t3AL64eLG+ZMvIk2r5DhwIA2AJmewYdu26L3Q4BiXFz5DjAAeH55Gba42ffkpB27YPhQ7JYKT4+QHA1q2tAHSAp2cu4uOP63XbT5480XpdnROga9euAWBJT8eOHbFr1y54enrqupkakz0zdXLZ5KuqdZ5dVtasWbMwY8YM9ePc3Fy4u7sjLCwMDg4O+ggbABARAbz3nhLbth1BaGgoFAqF3rYtFkqlEvHx8ZItX4sWwLffAleu1EPv3qGws5NeGaX8Gd68CTx4oIBcrsLEib6oV09a5eNJ+TMEgO7d5fjrL0AmC0REhPRa8aT++f3yC+v+0br1Q72XMVeHmWp1ToDKJjsymQxNmzY1WgLk4uJSriXnzp07sLS0RIMGDapc59lWobKsra1hbW1dbrlCoTDIl69u3WKDbVsspFq+Dh0AR0cOjx5Z4MIFBbp1k14ZeVL8DP/5h916eDxGvXp2kivfs6T4GQJAQEAJ/voLOHHCEgpFjaazMwlS/fyO/9fo06bNQygUbfRaRl22ZVLfnKCgoHJNgnFxcfD391cXurJ1goODjRYnkS65nO88Cxw7ZlK7D0HptdzatqWraZoyfhQtzQhtejIzWUusXM6hZcscQWOp1RFcJpNVeWqpOnl5eUhLS0NaWhoAdnotLS0N6enpANipqVGjRqnXf+utt3Djxg3MmDED586dw88//4zVq1fj/fffV68zdepUxMXFYeHChTh//jwWLlyIvXv3Ytq0aTWOk5Cy+IMvTYhoevgEqE2bHEHjILXj78/2watXZbh7V+BgiE74fbBDB8DWVtjrh+qcANWvXx9OTk5wcnJCXl4efHx81I+dnJx02lZKSgp8fHzg89/MVjNmzICPjw8+++wzAEBWVpY6GQKA5s2bY9euXUhISECXLl0wb948fPvttxpzCAUHB2Pjxo1Ys2YNOnfujOjoaGzatEkUcwARaaAEyDQVFwMpKex+mzbS7ThrDurVA5o2fQyg9AeVmAb+8xLDXHg69wGqaji5rnr37q3uxFyR6OjocstCQkLwD38ivxJDhw7F0KFDaxseIRXiT4FduCBDTg7okiYm4swZ4MkTwMGBQ5Mmj4UOh9RS69YPcfOmPY4eBQYMEDoaoq1jx9gtmwtPWDonQKNHjzZEHISYjEaNAGfnfNy+XQfHjwOhoUJHRLTB1zz9/TnIqfuWyWvT5iH27/egFiATUlJS2gHa359DRoaw8dToMHDlyhV8+umnePXVV3Hnzh0AwO7du3HmzBm9BkeIWPGnUOjgazr4z4pvwSOmjd8Hjx1js+wT8Tt3jl2Lr25dwMtL6GhqkAAlJiaiU6dOOHr0KLZs2YK8vDwAbIbo2bNn6z1AQsSIP/geOSJwIERr/Gclhr4HpPY8PXNha8vh0SPg4kWhoyHaKG2FBSxEcCUonROgjz76CF988QXi4+NhZWWlXt6nTx8kJyfrNThCxKpsCxBdGV78cnNZ7ROgBEgqLC05+Pqyz5JaYk0D/zmJZUySzgnQv//+ixdffLHc8kaNGuH+fWlPK08Ir3nzR1AoONy7B/w3OToRsePHWaLq6QlUMScqMTF8MksJkGngO0CbbAJUr149ZGVllVuempqKJk2a6CUoQsTOykoFb286+JoK/jMKDBQ2DqJffH8u2gfFLz8f+Pdfdr9bN2Fj4emcAI0YMQIffvghsrOzIZPJoFKpcOjQIbz//vsakxYSInUBAXTwNRVia3on+sG3AJ06xaY4IOJ14gTrrN6kCfsTA50ToC+//BIeHh5o0qQJ8vLy4OXlhV69eiE4OBiffvqpIWIkRJSo9mkaOI4SIKlydwdcXNgkl9VMD0cEJsZ9UOcESKFQYP369bh48SJ+++03rFu3DufPn8fatWthIYZu3YQYCV/7TE0FiooEDoZUKj0duH0bsLQE/pt0nkiETFb6g0oVEXETYwKk80SIvJYtW6Jly5b6jIUQk9KyJdCgAXD/PnDyJNC1q9ARkYrwB15vb8DWFlAqhY2H6FdAALB9OyVAYieJBGjGjBlV/v+bb76pcTCEmBKZjHXm++svtnNTAiROYjzwEv3hO7ZTAiRepVeAB/z8hI6mlM4JUGpqqsbjgwcPws/PD7a2trW6MjwhpigggCVAR44AU6YIHQ2pCD8BIiVA0uTvzyoj6elAdjbrE0TEhR/+3qEDmwVaLHROgPbv36/x2N7eHhs2bECLFi30FhQhpoL6H4ibUlnaOZYSIGmyt2c/rKdPs/1w0CChIyLPEmsrbK0vCVjV1dwJkTp+PovLl1lfICIup04BBQVA/fpA69ZCR0MMhSoi4ibJBGjLli0oKChA48aN9RUPISbFyan0h5Vv5iXiwR94u3UDXQFewigBEq+yV4AXWwKk8ymw+vXrQyaToaCgAIWFhfjggw9QV0wn9QgxssBA4NIldvANDxc6GlIW3/+HZoCWNv6H9fhx9oNLM7KIx9mz7Arw9vbiuAJ8WTonQFFRUQAAW1tbeHl5oWPHjvqOiRCTEhAArF1LtU8x4hOgoCBh4yCG1aEDUKcO8PgxcP48e0zEgb9Gerdu4ktMdU6ARo8ebYg4CDFZfO3z2DE26zANhhSHe/dYyxwgnmsPEcOwsGCjwRITWdJLCZB4iLkVtsYTIZ49exbp6ekoemYK3IEDB9Y6KEJMSefOgLU18OAB6wxNnW3FgW+Ra9eOdYIm0hYYyBKgo0eB8eOFjobwJJUAXb16FS+++CL+/fdfyGQy9Sgwfg6gkpIS/UZIiMhZWQG+vqyp98gRSoDEQswHXqJ/1BFafHJygHPn2H2xdYAGajAKbOrUqWjevDlu374NOzs7nDlzBklJSfD390dCQoIBQiRE/OjgKz6UAJkXfh88fZp1uiXC40fGtmwJNGokbCwV0TkBSk5Oxueff45GjRpBLpdDLpejR48emD9/Pt59911DxEiI6FECJC4lJaWfBSVA5sHNDWjaFFCpgBMnhI6GAOKvhOicAJWUlKiHvTds2BCZmZkAAE9PT1y4cEG/0RFiIvgE6ORJNvEeEdb582xEUJ061CHWnFBFRFwklwB17NgRp06dAgAEBARg0aJFOHToED7//HO6HAYxW82asSZepRJ45nJ5RAD8gbdrV8CyxkM9iKmhBEg8OE6CCdCnn34KlUoFAPjiiy9w48YN9OzZE7t27cK3336r9wAJMQUyGV2VWkzEfuAlhkEJkHhcvAg8fAjY2LCRsmKkc92of//+6vstWrTA2bNn8eDBA/UM0YSYq4AA4I8/6OArBjQBonny82NzAt26xf6aNBE6IvPF74P+/mykrBjp5eo4Tk5OlPwQs0e1T3HIzQXOnGH3xTj0lhhOnTpAp07sPu2HwjKFVlidW4BeeumlKv+/ZcuWGgdDiCnr2pWdCrt2DbhzB6BrBAuDn5G7eXPA2VnoaIixBQQAaWnsB7ianytiQKaQAOncAuTo6Kj+27lzJ+RyucYyQsyVoyObdRig2qeQTOHASwyHWmKFl58P/DdWStT7oc4tQGvWrFHf//3337Fo0SIa/UXIfwIC2MynR48CkZFCR2OeKAEyb3wClJICFBfTKEAhpKSw+ZiaNhV3Pyy99AEihDBU+xSWKQy9JYbVrh3g4AA8eVLaF4wYl6nsg4InQCtWrEDz5s1hY2MDPz8/HDhwoNJ1x4wZA5lMVu6vQ5mZzqKjoytcp4BmpyNGUPbK8P/NFkGM6MoV4P59dnHaLl2EjoYIQS5n/fEAqogIJTmZ3Yo9AdK5cbDsXD/FxcWIjo5Gw4YN1ct0uRzGpk2bMG3aNKxYsQLdu3fHqlWrEB4ejrNnz8LDw6Pc+kuXLsWCBQs0Xt/b2xsvv/yyxnoODg7lZqW2sbHROi5CaqpTJ8DWlo1EunABaN9e6IjMC1/z9PUV79BbYngBAcDff7ME6I03hI7GvJhSK6zOCdCSJUvU911cXLB27Vr1Y5lMplMC9M0332D8+PGYMGECACAqKgp79uzBypUrMX/+/HLrP9vRetu2bXj48CHGjh2rsZ5MJoOLi4vWcRCiL5aWbC6SgwfZwZcSIOMylQMvMSw6FS2cGzeA27fZsdDXV+hoqqZzAnTt2jW9vHBRURFOnDiBjz76SGN5WFgYDh8+rNU2Vq9ejX79+sHT01NjeV5eHjw9PVFSUoIuXbpg3rx58PHxqXQ7hYWFKCwsVD/Ozc0FACiVSiiVSm2LpBV+e/rerlhIvXxA9WXs1k2OgwctcPhwCV57zfTOg5nyZ5icbAFAjq5di6FUchWuY8rl05bUy1hd+dgPrwJnz3K4f78YDg7Gi00fTPnzO3hQBsASXbqoYGlZgsqKYKgy6rI9wfrH37t3DyUlJXB+ZqIOZ2dnZGdnV/v8rKws/PXXX9iwYYPG8nbt2iE6OhqdOnVCbm4uli5diu7du+PkyZNo3bp1hduaP38+5s6dW255XFwc7OzsdCiV9uLj4w2yXbGQevmAystoaekKoBvi4/Owa1eCUWPSJ1P7DAsLLXDyZAQAID//b+zaVXW/P1MrX01IvYxVlc/ZuR9u366DZcuOo0uXu0aMSn9M8fPbtKkjgJZwdr6OXbv+rXZ9fZfxyZMnWq+rUwL0448/IjExEeHh4Xjttdfwww8/4OuvvwbHcZg0aRKmT5+uc7DPziDNcZxWs0pHR0ejXr16GDx4sMbywMBABJZp/+7evTt8fX3x3XffVXqtslmzZmHGjBnqx7m5uXB3d0dYWBgc9Fx1UCqViI+PR2hoKBQKhV63LQZSLx9QfRm7dAEWLQLS0x3Qo0eESdY+TfEzPHhQhpISOdzcOIwa9RwqO4yYavl0IfUyalO+556zQEwMoFIFICLCtFpiTfnz++orCwDAsGEeiIhwr3Q9Q5WRP4OjDa0ToJiYGEyfPh39+/fH+++/j8uXL2PJkiX44IMPUFJSgtmzZ6N58+blEpLKNGzYEBYWFuVae+7cuVOuVehZHMfh559/xsiRI2FVTU9HuVyOrl274tKlS5WuY21tDWtr63LLFQqFwb58hty2GEi9fEDlZfT0ZH83bsiQmqpAv34CBKcHpvYZpqSw28BAGaysqo/b1MpXE1IvY1Xl694diIkBjh61gEJhYeTI9MPUPr/CQjYLNwD06GEJbULXdxl12ZbWCdCKFSuwYsUKjBo1CsePH0dQUBCWL1+ON998EwDg6uqK7777TusEyMrKCn5+foiPj8eLL76oXh4fH49BgwZV+dzExERcvnwZ48ePr/Z1OI5DWloaOvEXiCHECIKDWWfA5GSYbAJkaqgDNCkrOJjdHjnCpqSQCz7pi/T98w9QVAQ0asQuRSN2Wn8lzpw5g+7duwMAunbtCrlcrnGqKSQkBKf4ua+1NGPGDPz000/4+eefce7cOUyfPh3p6el46623ALBTU6NGjSr3vNWrVyMgIAAdO3Ys97+5c+diz549uHr1KtLS0jB+/HikpaWpt0mIMfBXIdeyPz+pJY4znblHiHF06sQujvroEZudnRhe2UqIKVwfXesWoIKCAo0OwdbW1rC3t1c/trOzQ1FRkU4vPnz4cNy/fx+ff/45srKy0LFjR+zatUs9qisrKwvp6ekaz3n06BFiY2OxdOnSCreZk5ODN954A9nZ2XB0dISPjw+SkpLQrVs3nWIjpDao9mlcN28CWVmAhQWbhoAQS0ugWzdg/36WHJeZL5cYiKm1wmqdALm5ueH69etwdXUFwFphys61c+nSJTRr1kznACZNmoRJkyZV+L/o6OhyyxwdHavs5b1kyRKNuYoIEULnzoCdHZCTA5w/D3h5CR2RtPEHXm9v9r4TArCW2P37WUvsf9PNEQMytQRI63ppQEAAtmzZon48bNgwjRahNWvWIICffYoQM6dQlE7Hz5+aIYZjagdeYhx8Syztg4aXmQmkp2teikTstG4BWrduXZX//+qrr1CvXr3axkOIZAQHA4mJrPapRX99Ugt8AsT3vSIEKE2Iz58HHjwAnJyEjUfK+Fm3O3YEyvSOETWtW4D4i4pWpmnTpqhbt65egiJECvgfY6p9GlZREXDiBLtPLUCkrAYNgLZt2X0+SSaGYYqDEKhrJiEGwidA586x2icxjH/+YfOPNGwItGwpdDREbGhEpnHw7y8lQIQQNGwI8FdfoYsyGs6hQ+w2ONg0ht4S46J+QIZXWFg6Eel/s+WYBEqACDEg/uBLtU/D4RMgUzrwEuPhW4COHgWKi4WNRapOnGBJUKNGpZU+U0AJECEGRM3vhsVxlACRqnl5AQ4OQH4+8G/11+YkNWCqrbCUABFiQHwL0LFjVPs0hCtXgDt3ACsrmgCRVEwuL+2XQqfBDMNUKyGUABFiQF5ebEhoXh5w+rTQ0UgPf+D19wdsbISNhYgXnYo2HI4rfV8pASKEqFlYUO3TkEy15kmMi6akMJzLl4G7dwFra9NrhaUEiBADo35AhmOqNU9iXAEBrG/K1avA7dtCRyMtZVthra2FjUVXlAARYmA0DNcwHj4Ezpxh92kGaFIVR8fSi6HSfqhfZTtAmxpKgAgxML72eeUK1T71if8ha90aaNxY2FiI+PE/0PwPNtEPUz4NTQkQIQZWrx67Pg5AB199MuUDLzE+/ntC+6D+PHjAZroHqAWIEFKJHj3Y7cGDwsYhJZQAEV3w+2BKCvD0qbCxSAXfCtumDZsE0dRQAkSIEfAH3wMHhI1DKpRKNrcSQAkQ0U7z5oCbm+Z3h9SOqVdCKAEixAh69mS3qalsTiBSO6mprBbv5FR6tW9CqiKTUUVE3ygBIoRUy90d8PAASkqAI0eEjsb08cPfg4PZTL+EaIOviNCp6NorKjL9Vlg6dBBiJHTw1R9THnpLhMO3AB0+zCojpObS0oCCAtYK26aN0NHUDCVAhBgJNb/rB10AldRUp07swqiPHwOnTgkdjWkrWwkx1VZYEw2bENPDtwAdOcI6YpKauX4dyMoCFAqga1ehoyGmxMKitNWQKiK1I4VKCCVAhBhJ+/ZA/frAkyesEy+pGf7A6+sL2NoKGwsxPXQquvak0gpLCRAhRiKX03xA+sC/d6Z84CXCKXsqmuOEjcVUXb0KZGezVlh/f6GjqTlKgAgxIuoHVHtJSey2Vy9h4yCmqVs3wMqK/YBfvSp0NKaJ3we7dTPtVlhKgAgxorItQFT71N2dO6VT7/PvJSG6sLEpbbWgikjNSKUSQgkQIUbk58cOwPfuARcvCh2N6eF/sDp1Aho0EDYWYrqoH1DtJCay25AQYeOoLUqACDEia2vWbAxQ7bMmpFLzJMKiU9E1l5EBXLumOaLOVFECRIiRUe2z5viaJyVApDb4DvQXL7LTqkR7fCXE1xewtxc2ltqiBIgQI6PaZ808fFg6eR0lQKQ26tcHOnZk96kiohsptcJSAkSIkfEzp169CmRmCh2N6eA7jrdpA7i4CB0NMXXUElszUun/A1ACRIjROTgAnTuz+3Tw1R5f85TCgZcIj1pidXf7NnDhAiCTSWMUpuAJ0IoVK9C8eXPY2NjAz88PB6r4NiYkJEAmk5X7O3/+vMZ6sbGx8PLygrW1Nby8vLB161ZDF4MQnfC1Tzr4ak9KTe9EePw+mJoK5OUJG4upKDsKs359YWPRB0EToE2bNmHatGn45JNPkJqaip49eyI8PBzp6elVPu/ChQvIyspS/7Vu3Vr9v+TkZAwfPhwjR47EyZMnMXLkSAwbNgxHjx41dHEI0Rr/I56QIGgYJuPxY+DECXafEiCiD+7uQLNm7Krw1BKrHSmd/gIEToC++eYbjB8/HhMmTED79u0RFRUFd3d3rFy5ssrnNW7cGC4uLuo/CwsL9f+ioqIQGhqKWbNmoV27dpg1axb69u2LqKgoA5eGEO3xB5DTp4G7d4WNxRQkJ7MfqmbNAA8PoaMhUtG7N7ulioh2pNYKaynUCxcVFeHEiRP46KOPNJaHhYXh8OHDVT7Xx8cHBQUF8PLywqeffoo+ffqo/5ecnIzp06drrN+/f/8qE6DCwkIUFhaqH+fm5gIAlEollHq+bDe/PX1vVyykXj5AP2WsVw/o0MESZ87I8PffxRgyRDzTQovxM9y3Tw7AAj16qKBUltRqW2Isn75JvYz6Kl/PnjJER1ti377af6/0SYyf34MHwL//WgKQIShIidqGZqgy6rI9wRKge/fuoaSkBM7OzhrLnZ2dkZ2dXeFzXF1d8cMPP8DPzw+FhYVYu3Yt+vbti4SEBPT6LyXNzs7WaZsAMH/+fMydO7fc8ri4ONjZ2elaNK3Ex8cbZLtiIfXyAbUvY7NmnXDmTAv8+msGbG1P6Skq/RHTZ7hjRw8ADVCv3kns2lX1KXJtial8hiL1Mta2fCqVDYD+OHEC+P33ONjZFesnMD0R0+d37JgLOC4ATZs+RkrKPr1tV99lfPLkidbrCpYA8WQymcZjjuPKLeO1bdsWbdu2VT8OCgpCRkYGvv76a3UCpOs2AWDWrFmYMWOG+nFubi7c3d0RFhYGBwcHncpTHaVSifj4eISGhkKhUOh122Ig9fIB+itjUZEMO3cC1641Q0REUz1GWDti+wyfPgWuXGGHqkmTOqJVq4612p7YymcIUi+jPsu3YAGHK1fksLPrj4gIcbTEivHzS0hgPWbCw+0QERFR6+0Zqoz8GRxtCJYANWzYEBYWFuVaZu7cuVOuBacqgYGBWLdunfqxi4uLztu0traGtbV1ueUKhcJgXz5DblsMpF4+oPZl7NuXDSc9f16G+/cVopvbRiyf4aFDQFER4OoKtGunQBV1GZ2IpXyGJPUy6qN8ffoAV64ABw5YYtAgPQWmJ2L6/PiO4r17W0ChsKh6ZR3ou4y6bEuwTtBWVlbw8/Mr1/wVHx+PYB0uMJKamgpXV1f146CgoHLbjIuL02mbhBiDkxPg7c3u86MrSHll5//RV/JDCI86Qlfv8WPgn3/Yfal0gAYEPgU2Y8YMjBw5Ev7+/ggKCsIPP/yA9PR0vPXWWwDYqalbt27h119/BcBGeDVr1gwdOnRAUVER1q1bh9jYWMTGxqq3OXXqVPTq1QsLFy7EoEGDsH37duzduxcHaZwjEaHevYG0NGD/fmD4cKGjESe6/hcxJH4MTWoqkJPDBigQTYcOASoV0KIF0FQ8Z+trTdAEaPjw4bh//z4+//xzZGVloWPHjti1axc8PT0BAFlZWRpzAhUVFeH999/HrVu3YGtriw4dOmDnzp0a5yODg4OxceNGfPrpp/i///s/tGzZEps2bUJAQIDRy0dIdfr0AaKiWAJEyisqYkPgAenMPULExc2NXV7l4kXW2jhwoNARiY/U5v/hCd4JetKkSZg0aVKF/4uOjtZ4PHPmTMycObPabQ4dOhRDhw7VR3iEGFSvXuy6YBcvsuuCubkJHZG4HDnCOkE3agS0by90NESq+vRh++D+/ZQAVWTff4O+pJYACX4pDELMWb16gI8Pu0+tQOXt3ctu+Q7jhBgC3w+I9sHycnKAlBR2v18/QUPRO0qACBEY3weBOmGW9/ff7FZqB14iLnwCdOoUm/CPlEpIYP1/2rUDmjQROhr9ogSIEIHxCRDVPjXl5gL8JfwoASKG5OLCTrFyHI3IfFbZVlipoQSIEIH16AFYWLC5SDIyhI5GPJKS2PW/WrYE/hsXQYjBUEWkYlJuhaUEiBCBOTgAfn7sPh18S/E1TykeeIn4UD+g8m7eBM6fZwM1+PdHSigBIkQEqPZZHiVAxJj4H/jTp4G7dwUNRTT41h9/f2nOj0QJECEiQB2hNWVnA2fOsJFf/HtDiCE1agR0/O8yc9QPiJHy6S+AEiBCRKF7d8DSErh+Hbh6VehohMcfeH18gAYNhI2FmA8+2ea/f+aM46TdARqgBIgQUahbFwgKYvfj4oSNRQykXvMk4sR/32gfZH1/srIAGxtAqpfSpASIEJHo35/d7tkjbBxCM4eaJxGnPn1YS+zVq8Dly0JHIyx+H+zZkyVBUkQJECEiwSdAf/8NKJXCxiKkS5fYdABWVmyKAEKMxd6enY4GqCJiDpUQSoAIEQlfX6BhQ+DxY3YNLHPFn/7q3h2wsxM2FmJ+qCUWKC4uHZAh5dPQlAARIhJyORAayu6b88HXHGqeRLz4BGj/fqCoSNhYhJKSwmZir18f6NJF6GgMhxIgQkTE3GufJSWlV56Wcs2TiFeXLmxIfF4ecPiw0NEIg6+EPPccm6VeqigBIkREwsLY7YkTwL17wsYihNRUdvVpR8fS2bEJMSa5vHQ/NNeKiLmMwqQEiBARcXUFOndmI6Hi44WOxvj4mmfv3mw0DiFCMOeW2CdPSlu+pH4amhIgQkTGnA++u3ezW74vFCFC4FuAUlOB27eFjcXY+L5Pnp5Aq1ZCR2NYlAARIjJ8AhQXx1qCzEVuLnDoELsfHi5sLMS8OTuXdv41t5bYv/5it+Hh7FI0UkYJECEi06MHG/6dlQX8+6/Q0RjP3r1s+G3r1kCLFkJHQ8xd2YqIueA4zQRI6igBIkRkrK1Lr0xtTqfBzOnAS8SvbAKkUgkbi7FcusRmwbayYiPApI4SIEJEyNz6AXFcaf8fSoCIGHTvDtSpw/oAnToldDTGwe+DPXuy6xNKHSVAhIgQnwAdOADk5wsbizGcOQPcvMmuORQSInQ0hLBWEP7q8OZSETG3VlhKgAgRoTZt2CiMoiIgMVHoaAyPP/D26QPY2gobCyE8c2qJffq09PIXlAARQgQjk5UefPlmaSkzt5onMQ38PnjwILtGn5QlJAAFBYCHB9C+vdDRGAclQISIFJ8M/PmntIfD5+SwU30AEBEhaCiEaGjVCmjZElAqpT8c/o8/2G1EhPSHv/MoASJEpEJD2Yiwa9eAs2eFjsZwdu9mw9/bt2c/NoSIhUwGDBzI7vMJghRxXGn5IiOFjcWYKAEiRKTq1Cmdil7KB98dO9itOR14iengv5c7d7KL9UpRWhobhGBnZx7D33mUABEiYvzBl08SpEapLO3/w9e0CRGTHj3YxXnv3gWOHhU6GsPgK1hhYWwkprmgBIgQERswgN0eOQLcuSNsLIZw6BDrA9SwIRAYKHQ0hJSnUJT2TZNqS6w5nv4CKAEiRNSaNgV8fdk5+p07hY5G//iWrYgIwMJC2FgIqYyUW2IzM4GUFNbf6YUXhI7GuCgBIkTk+IOv1Gqf5trxkpie559nCfrZs+xSEVLy55/stls3dhFYcyJ4ArRixQo0b94cNjY28PPzwwF+PGwFtmzZgtDQUDRq1AgODg4ICgrCnmdmqIqOjoZMJiv3V1BQYOiiEGIQfN+YPXuAJ0+EjUWfzp4FLl9mpxjCwoSOhpDK1a8P9OrF7m/bJmgoeseXxxwrIYImQJs2bcK0adPwySefIDU1FT179kR4eDjS09MrXD8pKQmhoaHYtWsXTpw4gT59+iAyMhKpqaka6zk4OCArK0vjz8acenYRSfHxYbNCP3kirStTb9nCbkNDAQcHYWMhpDovvshu+e+tFOTkAHv3svsvvSRoKIIQNAH65ptvMH78eEyYMAHt27dHVFQU3N3dsXLlygrXj4qKwsyZM9G1a1e0bt0aX331FVq3bo0/njk3IJPJ4OLiovFHiKmSyUoPTrGxwsaiT3xZhgwRNg5CtMHvg4cPA1lZwsaiLzt3spGY7dubz+zPZVkK9cJFRUU4ceIEPvroI43lYWFhOHz4sFbbUKlUePz4MZycnDSW5+XlwdPTEyUlJejSpQvmzZsHHx+fSrdTWFiIwsJC9ePc3FwAgFKphFKp1LZIWuG3p+/tioXUywcIU8aBA2VYssQSf/zBIT+/GFZWhnstY5TvyhXg5EkFLCw4REQUw5hfF/qOmj4hyte4MRAQYIGjR+X4/fcSvPWWymCvZazybd5sAUCOwYNLoFQarjwVMVQZddmeYAnQvXv3UFJSAudnel05OzsjOztbq20sXrwY+fn5GDZsmHpZu3btEB0djU6dOiE3NxdLly5F9+7dcfLkSbRu3brC7cyfPx9z584ttzwuLg52dnY6lEp78RKfV13q5QOMW0aVCqhfvz8ePrTBokUp8PU1/Jh4Q5Zv69ZWADqgQ4d7OHpUuwqPvtF31PQZu3zt27fE0aMd8dNPD+DhYfjvrSHLV1Bggb/+eh6AHI0aJWHXrlyDvVZV9F3GJzp0lJRxnDBXGcrMzESTJk1w+PBhBAUFqZd/+eWXWLt2Lc6fP1/l82NiYjBhwgRs374d/fr1q3Q9lUoFX19f9OrVC99++22F61TUAuTu7o579+7BQc+dE5RKJeLj4xEaGgqFQqHXbYuB1MsHCFfGd96RY9UqC4wbp8L33xtuSlpjlK9HDwscOybHt98atiZdEfqOmj6hynf1KtCuHWu5vHmzGA0aGOZ1jFG+2FgZXn3VEs2bczh/vtjo1/8yVBlzc3PRsGFDPHr0qNrfb8FagBo2bAgLC4tyrT137twp1yr0rE2bNmH8+PHYvHlzlckPAMjlcnTt2hWXLl2qdB1ra2tYW1uXW65QKAz25TPktsVA6uUDjF/GoUOBVauAHTvkWLVKDksD772GKt/Nm8CxY6xv09ChFlAohJkAiL6jps/Y5WvbFujSBUhLk2HXLgXGjTPs6xmyfNu3s9shQ2SwshLuO6LvMuqyLcE6QVtZWcHPz69c81d8fDyCg4MrfV5MTAzGjBmDDRs24AUtZm3iOA5paWlwdXWtdcyECCkkBHByAu7dAxIShI6m5n7/nd0GBwO0WxJTw3fa/+03YeOojSdPSuf/MedBCIKOApsxYwZ++ukn/Pzzzzh37hymT5+O9PR0vPXWWwCAWbNmYdSoUer1Y2JiMGrUKCxevBiBgYHIzs5GdnY2Hj16pF5n7ty52LNnD65evYq0tDSMHz8eaWlp6m0SYqoUCtYKBAAxMcLGUhsbNrDbV14RNg5CamL4cHa7dy+7Ppgp+vNPIC+PTa8RECB0NMIRNAEaPnw4oqKi8Pnnn6NLly5ISkrCrl274OnpCQDIysrSmBNo1apVKC4uxuTJk+Hq6qr+mzp1qnqdnJwcvPHGG2jfvj3CwsJw69YtJCUloVu3bkYvHyH69uqr7DY2FijTbc1kXL4MHD8OyOXAyy8LHQ0humvdGvD3Z1eG37xZ6Ghqhq9AvfoqjN73R0wE6wPEmzRpEiZNmlTh/6KjozUeJ2jR7r9kyRIsWbJED5ERIj49ewJubuz6Pbt3A4MGCR2RbjZuZLd9+5rftPtEOl59lV0/KyYGqOTnS7RycoBdu9h9vkJlrgS/FAYhRHsWFqVN8KZ2GozjNGuehJiq4cNZy8nBg0AlFy4Qra1bgaIiwMsL6NRJ6GiERQkQISZmxAh2u2MHO49vKv79l13/y9raPKfdJ9LRpEnptcE2bRI2Fl3R6a9SlAARYmL8/IBWrYCnT03rwozr17PbiAjA0VHYWAipLb4Vk/9em4LsbODvv9l9GoRACRAhJkcmA15/nd1/ppucaBUXA2vXsvt87ISYspdfBqysgJMngWeuxy1aa9eyWeUDA1klytxRAkSICRo9mt3u2wdcvy5oKFqJi2MXkGzYEBgwQOhoCKk9J6fSQQhr1ggbizY4rjTOsWOFjUUsKAEixAQ1awY89xw7qP3yi9DRVO/nn9nta6/BoBdyJcSY+ERi/XrxT0tx9Chw7hxga1s6kMLcUQJEiInip+GPjmbN2mJ17x7rsA1QzZNIS1gY6xD94AHwxx9CR1M1vvVnyBDqg8ejBIgQE/Xii4CDAzsFlpgodDSV27ABUCoBX1/A21voaAjRHwsLgL9YAd/KKUZPnpTOwUWVkFKUABFiouzsSkdy/PSTsLFUhuOA1avZfTrwEikaM4bd7tkDZGQIGkqlYmOB3Fx26rx3b6GjEQ9KgAgxYRMnstvffwfu3BE2loocOgScOsX6Hbz2mtDREKJ/bdqwCxWrVMCqVUJHU7Hly9nt+PHsMjSEobeCEBPm788uZlhUJM5WIP7A+9prQP36wsZCiKFMmcJuf/xRfJ2hU1JYB2iForTCRBhKgAgxcZMns9uVK9l8O2KRlcVapoDSGAmRokGD2DX67twp/c6LBV8Jeflluv7esygBIsTEvfwym1/n5k1xjUT58UeWkAUHA126CB0NIYajUABvvsnu8wmHGNy/X9r5mW+lIqUoASLExNnYlDZtL1smbCw8pbK0PwQdeIk5eOMNlgglJwP//CN0NMzq1UBBARuBGRgodDTiQwkQIRLw1ltsSO6+fcCJE0JHw4a+Z2YCLi5s3hFCpM7FBRg6lN3/3/+EjQVgfZGWLmX3p0yhC59WhBIgQiTAw6P04owLFwobi0pVGsP06TTzMzEfM2ey299+A65cETaWdetYJaRJE2DECGFjEStKgAiRiA8/ZLe//w5cvChcHDt2sCn3HR1ZyxQh5qJLF+D551kl4OuvhYujpKS0EjJjBmBtLVwsYkYJECES0bEjEBnJJh8Uqgme44D589n9yZPZTNWEmJNZs9jtmjVAdrYwMWzdCly6xKaeoKHvlaMEiBAJ+egjdvvLL0B6uvFff98+4Ngx1jF76lTjvz4hQuvZEwgKYn1wFi82/uurVMBXX7H777wD2NsbPwZTQQkQIRISHAz06cNGYc2ZY9zX5rjSBOyNN4DGjY37+oSIgUwGfPopu79sGZuewpg2bwZSU4G6dVkCRCpHCRAhErNgAbv95Rfg9Gnjve7vv7NZZ+vWBT75xHivS4jYhIcDvXqxIejGrIgUFZXuezNnsvnBSOUoASJEYrp1Y0PPVSrg44+N85pKZelrvf8+tf4Q8yaTlXZCXrMGOHvWOK/7449s9JmzMxuBSapGCRAhEvTll2xeoD/+ABITDf96P/4IXL7MEp8ZMwz/eoSIXWAg8OKLrCLCj9A0pNxc4PPP2f3PPmMtsaRqlAARIkFt25aO/pg0iTWNG0pWVmnrz+zZ1OmSEN5XXwGWlsCffwLbthn2tT75hF2LrHVrGvmlLUqACJGoL79kLTJnzwKLFhnudaZNAx49Ylem56+HRAgB2rUDPviA3Z8yhbXSGMKRI6XXIFu5kl2Sg1SPEiBCJMrJCYiKYve/+MIwkyPu2sVmvbWwYKfBLCz0/xqEmLL/+z+gZUvg1q3S0WH6pFSyUZccB4waBfTtq//XkCpKgAiRsFdeYTPTFhayg6M+T4XducMOvADr90NXfCekPFtb4Pvv2f1ly4D4eP1uf84c4N9/gQYNhJl3yJRRAkSIhMlk7OBbrx5w9GjptYpqq6QEeO01Vqtt1471/SGEVKxfv9JWmhEj9Dc30M6dpZMerlhBw951RQkQIRLn6Qn8+iu7v3Qpmyittj7/HNi7F7CzA2JjgTp1ar9NQqQsKoq1kt67Bwwfzk5d1cb168DIkez+lCnAsGG1DNAMUQJEiBmIjCydpXn0aCAhoebb+vHH0uG2P/4IeHnVOjxCJM/Wlk0W6ugIHD7Mkpfi4pptKzubndp++JDN+yXkhVdNGSVAhJiJefOAAQOAp0+BF14ADhzQfRvR0aUjvT74gDXnE0K007IlEBPDRmlt2gSMHctOJ+vi7l3W0fnCBcDdnbXo0tXea0bwBGjFihVo3rw5bGxs4OfnhwPVHJUTExPh5+cHGxsbtGjRAt/zvcvKiI2NhZeXF6ytreHl5YWtW7caKnxCTIalJTtY9u8PPHnCputft06755aUsARq3DjWj+Gdd0pnuiWEaC88nI2ctLRk+9+LLwL372v33JMngR492NQWTZoA+/cDHh6GjVfKBE2ANm3ahGnTpuGTTz5BamoqevbsifDwcKRXchnra9euISIiAj179kRqaio+/vhjvPvuu4iNjVWvk5ycjOHDh2PkyJE4efIkRo4ciWHDhuHo0aPGKhYhomVjA2zdypKg/HzWDD96NHD7duXPuXSJdeL87DOW/EyZwvoSyWTGi5sQKRk8mLUEWVmx2dq7dAF272b7V0UKC1kfooAANp1F06bAvn2sRYnUnKAJ0DfffIPx48djwoQJaN++PaKiouDu7o6VK1dWuP73338PDw8PREVFoX379pgwYQLGjRuHr8ucAI2KikJoaChmzZqFdu3aYdasWejbty+i+AlRCDFztrZs9MjcuYBczjpIe3iw5vhNm9iVpC9cqI+1a2UYOJDNKp2QwDo6//IL8N13lPwQUltDh7IJDNu0YaPCwsNZIvTtt8D+/TLcuGGPnTtl+L//Y/vn9OksEYqMBNLS2PNI7VgK9cJFRUU4ceIEPuJ7Zv4nLCwMhw8frvA5ycnJCAsL01jWv39/rF69GkqlEgqFAsnJyZj+zFXg+vfvX2UCVFhYiMLCQvXj3P+m61QqlVDWtqv+M/jt6Xu7YiH18gHSKeOsWUDPnjLMmiXH0aNyREezPj6AAkAvjXUjIlRYtKgEbdrUfvSK0KTy+VVF6mWUSvk6dmRJ0Jw5cvz0kxynTskwdSrAfpqf01i3aVMOH32kwsSJKshktB9Wt11tCJYA3bt3DyUlJXB2dtZY7uzsjOzs7Aqfk52dXeH6xcXFuHfvHlxdXStdp7JtAsD8+fMxd+7ccsvj4uJgZ2enbZF0Eq/v2bBERurlA6RTxlmzWIvP3397ICPDHpmZdWBpycHNLQ/Nmz9C//7X0aRJPi5fZhc8lQqpfH5VkXoZpVK+554DunVTYO9eD5w+3RCZmXXx6JEVGjd+Aje3fAQFZSIwMAuWlhz++kvoaPVL35/hkydPtF5XsASIJ3umLZ3juHLLqlv/2eW6bnPWrFmYUeYS1rm5uXB3d0dYWBgcHByqL4QOlEol4uPjERoaCoUEL9gi9fIB0ixjRARrYgeeLV89AJ5ChqZ3Uvz8niX1Mkq1fPxcPqx8f/1XvjoAGgPoImBk+meozzBXhwuuCZYANWzYEBYWFuVaZu7cuVOuBYfn4uJS4fqWlpZo0KBBletUtk0AsLa2hnUF4wgVCoXBdi5DblsMpF4+QPplpPKZPqmXkcpn+vRdRl22JVgnaCsrK/j5+ZVr/oqPj0dwcHCFzwkKCiq3flxcHPz9/dWFrmydyrZJCCGEEPMj6CmwGTNmYOTIkfD390dQUBB++OEHpKen46233gLATk3dunULv/43j/9bb72FZcuWYcaMGZg4cSKSk5OxevVqxMTEqLc5depU9OrVCwsXLsSgQYOwfft27N27FwcPHhSkjIQQQggRH0EToOHDh+P+/fv4/PPPkZWVhY4dO2LXrl3w9GR9DrKysjTmBGrevDl27dqF6dOnY/ny5XBzc8O3336LIUOGqNcJDg7Gxo0b8emnn+L//u//0LJlS2zatAkBAQFGLx8hhBBCxEnwTtCTJk3CpEmTKvxfNBuTqyEkJAT//PNPldscOnQohg4dqo/wCCGEECJBgl8KgxBCCCHE2CgBIoQQQojZoQSIEEIIIWaHEiBCCCGEmB1KgAghhBBidigBIoQQQojZoQSIEEIIIWaHEiBCCCGEmB1KgAghhBBidgSfCVqMOI4DAOTm5up920qlEk+ePEFubq4kr/Ir9fIB0i8jlc/0Sb2MVD7TZ6gy8r/b/O94VSgBqsDjx48BAO7u7gJHQgghhBBdPX78GI6OjlWuI+O0SZPMjEqlQmZmJuzt7SGTyfS67dzcXLi7uyMjIwMODg563bYYSL18gPTLSOUzfVIvI5XP9BmqjBzH4fHjx3Bzc4NcXnUvH2oBqoBcLkfTpk0N+hoODg6S/WID0i8fIP0yUvlMn9TLSOUzfYYoY3UtPzzqBE0IIYQQs0MJECGEEELMDiVARmZtbY3Zs2fD2tpa6FAMQurlA6RfRiqf6ZN6Gal8pk8MZaRO0IQQQggxO9QCRAghhBCzQwkQIYQQQswOJUCEEEIIMTuUABFCCCHE7FACVEsrVqxA8+bNYWNjAz8/Pxw4cKDK9RMTE+Hn5wcbGxu0aNEC33//fbl1YmNj4eXlBWtra3h5eWHr1q2GCl8rupRxy5YtCA0NRaNGjeDg4ICgoCDs2bNHY53o6GjIZLJyfwUFBYYuSoV0KV9CQkKFsZ8/f15jPTF9hrqUb8yYMRWWr0OHDup1xPT5JSUlITIyEm5ubpDJZNi2bVu1zzG1fVDXMpraPqhr+UxtH9S1fKa2D86fPx9du3aFvb09GjdujMGDB+PChQvVPk8M+yElQLWwadMmTJs2DZ988glSU1PRs2dPhIeHIz09vcL1r127hoiICPTs2ROpqan4+OOP8e677yI2Nla9TnJyMoYPH46RI0fi5MmTGDlyJIYNG4ajR48aq1gadC1jUlISQkNDsWvXLpw4cQJ9+vRBZGQkUlNTNdZzcHBAVlaWxp+NjY0xiqRB1/LxLly4oBF769at1f8T02eoa/mWLl2qUa6MjAw4OTnh5Zdf1lhPLJ9ffn4+vL29sWzZMq3WN8V9UNcymto+qGv5eKayD+paPlPbBxMTEzF58mQcOXIE8fHxKC4uRlhYGPLz8yt9jmj2Q47UWLdu3bi33npLY1m7du24jz76qML1Z86cybVr105j2ZtvvskFBgaqHw8bNox7/vnnNdbp378/98orr+gpat3oWsaKeHl5cXPnzlU/XrNmDefo6KivEGtF1/Lt37+fA8A9fPiw0m2K6TOs7ee3detWTiaTcdevX1cvE9PnVxYAbuvWrVWuY4r7YFnalLEiYt4Hy9KmfKa2D5ZVk8/PlPZBjuO4O3fucAC4xMTEStcRy35ILUA1VFRUhBMnTiAsLExjeVhYGA4fPlzhc5KTk8ut379/f6SkpECpVFa5TmXbNKSalPFZKpUKjx8/hpOTk8byvLw8eHp6omnTphgwYEC52qkx1KZ8Pj4+cHV1Rd++fbF//36N/4nlM9TH57d69Wr069cPnp6eGsvF8PnVhKntg/og5n2wNkxhH9QHU9sHHz16BADlvm9liWU/pASohu7du4eSkhI4OztrLHd2dkZ2dnaFz8nOzq5w/eLiYty7d6/KdSrbpiHVpIzPWrx4MfLz8zFs2DD1snbt2iE6Oho7duxATEwMbGxs0L17d1y6dEmv8VenJuVzdXXFDz/8gNjYWGzZsgVt27ZF3759kZSUpF5HLJ9hbT+/rKws/PXXX5gwYYLGcrF8fjVhavugPoh5H6wJU9oHa8vU9kGO4zBjxgz06NEDHTt2rHQ9seyHdDX4WpLJZBqPOY4rt6y69Z9drus2Da2m8cTExGDOnDnYvn07GjdurF4eGBiIwMBA9ePu3bvD19cX3333Hb799lv9Ba4lXcrXtm1btG3bVv04KCgIGRkZ+Prrr9GrV68abdPQahpLdHQ06tWrh8GDB2ssF9vnpytT3AdrylT2QV2Y4j5YU6a2D06ZMgWnTp3CwYMHq11XDPshtQDVUMOGDWFhYVEuG71z5065rJXn4uJS4fqWlpZo0KBBletUtk1DqkkZeZs2bcL48ePx22+/oV+/flWuK5fL0bVrV6PXXmpTvrICAwM1YhfLZ1ib8nEch59//hkjR46ElZVVlesK9fnVhKntg7VhCvugvoh1H6wNU9sH33nnHezYsQP79+9H06ZNq1xXLPshJUA1ZGVlBT8/P8THx2ssj4+PR3BwcIXPCQoKKrd+XFwc/P39oVAoqlynsm0aUk3KCLBa55gxY7Bhwwa88MIL1b4Ox3FIS0uDq6trrWPWRU3L96zU1FSN2MXyGdamfImJibh8+TLGjx9f7esI9fnVhKntgzVlKvugvoh1H6wNU9kHOY7DlClTsGXLFuzbtw/Nmzev9jmi2Q/11p3aDG3cuJFTKBTc6tWrubNnz3LTpk3j6tSpo+6t/9FHH3EjR45Ur3/16lXOzs6Omz59Onf27Flu9erVnEKh4H7//Xf1OocOHeIsLCy4BQsWcOfOneMWLFjAWVpackeOHDF6+ThO9zJu2LCBs7S05JYvX85lZWWp/3JyctTrzJkzh9u9ezd35coVLjU1lRs7dixnaWnJHT16VPTlW7JkCbd161bu4sWL3OnTp7mPPvqIA8DFxsaq1xHTZ6hr+Xivv/46FxAQUOE2xfT5PX78mEtNTeVSU1M5ANw333zDpaamcjdu3OA4Thr7oK5lNLV9UNfymdo+qGv5eKayD7799tuco6Mjl5CQoPF9e/LkiXodse6HlADV0vLlyzlPT0/OysqK8/X11Rj6N3r0aC4kJERj/YSEBM7Hx4ezsrLimjVrxq1cubLcNjdv3sy1bduWUygUXLt27TR2bCHoUsaQkBAOQLm/0aNHq9eZNm0a5+HhwVlZWXGNGjXiwsLCuMOHDxuxRJp0Kd/ChQu5li1bcjY2Nlz9+vW5Hj16cDt37iy3TTF9hrp+R3NycjhbW1vuhx9+qHB7Yvr8+CHRlX3fpLAP6lpGU9sHdS2fqe2DNfmOmtI+WFHZAHBr1qxRryPW/VD2XwEIIYQQQswG9QEihBBCiNmhBIgQQgghZocSIEIIIYSYHUqACCGEEGJ2KAEihBBCiNmhBIgQQgghZocSIEIIIYSYHUqACCGEEGJ2KAEihAhmzJgxkMlk6r8GDRrg+eefx6lTp4QOjRAicZQAEUIE9fzzzyMrKwtZWVn4+++/YWlpiQEDBggdFiFE4igBIoQIytraGi4uLnBxcUGXLl3w4YcfIiMjA3fv3gUAXL9+HTKZDBs3bkRwcDBsbGzQoUMHJCQkaGzn7NmziIiIQN26deHs7IyRI0fi3r176v/37t0bMpkMW7Zs0Xiej48PZDKZxvb+/PNPeHt7w9bWVt06NXjwYJ3KdfPmTbzyyitwcnJCnTp14O/vj6NHj+q0DUKI4VACRAgRjby8PKxfvx6tWrVCgwYNNP73wQcf4L333kNqaiqCg4MxcOBA3L9/HwCQlZWFkJAQdOnSBSkpKdi9ezdu376NYcOGaWyjSZMm+OGHH9SPjx07pk60eDk5ORg+fDh69+6Ns2fPIisrq9x2tClHSEgIMjMzsWPHDpw8eRIzZ86ESqXSaTuEEMOxFDoAQoh5+/PPP1G3bl0AQH5+PlxdXfHnn39CLtesn02ZMgVDhgwBAKxcuRK7d+/G6tWrMXPmTKxcuRK+vr746quv1Ov//PPPcHd3x8WLF9GmTRsAwMCBAxEbG4sbN27A09MTP/zwA8aNG4d58+apn3fx4kU8efIEH374Idzc3AAAtra2KCws1LpMGzZswN27d3H8+HE4OTkBAFq1alWDd4cQYijUAkQIEVSfPn2QlpaGtLQ0HD16FGFhYQgPD8eNGzc01gsKClLft7S0hL+/P86dOwcAOHHiBPbv34+6deuq/9q1awcAuHLlivp5VlZWGDlyJH766Sc8fvwYW7duxejRozVex93dHZaWloiJialxi01aWhp8fHzUyQ8hRHyoBYgQIqg6depotI74+fnB0dERP/74I7744osqnyuTyQAAKpUKkZGRWLhwYbl1XF1dNR6/8cYbeO655+Ds7IywsLByp9pcXV2xcuVKfPTRR5g1axasrKxQWFiIF154Qesy2draar0uIUQY1AJECBEVmUwGuVyOp0+faiw/cuSI+n5xcTFOnDihbuXx9fXFmTNn0KxZM7Rq1Urjr06dOhrbadOmDVq3bo2PP/4YEydOrDCGMWPGoH379njjjTeQlpaGgQMH6lSGzp07Iy0tDQ8ePNDpeYQQ46EEiBAiqMLCQmRnZyM7Oxvnzp3DO++8g7y8PERGRmqst3z5cmzduhXnz5/H5MmT8fDhQ4wbNw4AMHnyZDx48ACvvvoqjh07hqtXryIuLg7jxo1DSUlJuddcuHAhZs+ejT59+lQY03vvvQeO47BkyRK0atUK9vb2OpXp1VdfhYuLCwYPHoxDhw7h6tWriI2NRXJysk7bIYQYDiVAhBBB7d69G66urnB1dUVAQACOHz+OzZs3o3fv3hrrLViwAAsXLoS3tzcOHDiA7du3o2HDhgAANzc3HDp0CCUlJejfvz86duyIqVOnwtHRsVxnagDo1q0b3nvvPfUptLI2btyITZs24bfffoNCoagw5jlz5qBZs2aVlsnKygpxcXFo3LgxIiIi0KlTJyxYsAAWFhbavzGEEIOScRzHCR0EIYRU5vr162jevDlSU1PRpUsXocMBwE6RAUB0dLSgcRBCao46QRNCiI4SExORlJQkdBiEkFqgBIgQQnR07do1oUMghNQSnQIjhBBCiNmhTtCEEEIIMTuUABFCCCHE7FACRAghhBCzQwkQIYQQQswOJUCEEEIIMTuUABFCCCHE7FACRAghhBCzQwkQIYQQQswOJUCEEEIIMTv/DzWBu1Sea6xkAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "t = np.arange(0.0, 2.0+0.01, 0.01)\n", "v = 1 + np.sin(2*np.pi*t)\n", "\n", "plt.plot(t, v, color=\"blue\", label=\"v(t)\")\n", "plt.xlabel('Время, с')\n", "plt.ylabel('Значение, мВ')\n", "plt.title('Зависимость напряжения от времени')\n", "plt.grid()\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1cf00a20-0ee5-4c96-b430-a23dff76c302", "metadata": {}, "source": [ "### Рисование с использованием объектов Axis и Figure" ] }, { "cell_type": "code", "execution_count": 152, "id": "df7d1c44-1eb7-4625-b043-955cad18fbbd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "t = np.arange(0.0, 2.0+0.01, 0.01)\n", "v = 1 + np.sin(2*np.pi*t)\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot()\n", "ax.plot(t, v, color=\"blue\", label=\"v(t)\")\n", "ax.set_xlabel('Время, с')\n", "ax.set_ylabel('Значение, мВ')\n", "ax.set_title('Зависимость напряжения от времени')\n", "ax.grid()\n", "ax.legend();" ] }, { "cell_type": "markdown", "id": "8e709356-20dc-40db-894d-510a1e2f7eee", "metadata": {}, "source": [ "## Построение графиков X-Y\n", "\n", "### Анатомия графика\n", "\n", "![Анотомия графика](_images/anatomy.png \"Анотомия графика\")\n" ] }, { "cell_type": "markdown", "id": "c645a6f6-c892-498e-8a9f-388af904f7c7", "metadata": {}, "source": [ "### Популярные типы графиков для точек\n", "| Метод | Назначение |\n", "| ----- | ---------- |\n", "| `plot(x, y)` | Кривая |\n", "| `scatter(x, y)` | Точки |\n", "| `errorbar(x, y, yerr, xerr)` | Точки с усами ошибок |" ] }, { "cell_type": "code", "execution_count": 172, "id": "1b43fc5a-bd2c-452d-91c4-9cc00fef64a0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "t = np.arange(0.0, 2.0+0.01, 0.01)\n", "v = 1 + np.sin(2*np.pi*t)\n", "\n", "t2 = np.arange(0.0, 2.0+0.1, 0.1)\n", "v2 = 1 + np.sin(2*np.pi*t2) + np.random.random(t2.shape)-0.5\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot()\n", "ax.plot(t, v, color=\"blue\", label=\"v(t)\")\n", "ax.scatter(t2, v2, color=\"red\", label=\"v[t]\", zorder=2.5)\n", "ax.errorbar(t2, v2, 0.5 + 0.5*(np.random.random(t2.shape)-0.5), linestyle=\"\", color=\"red\", capsize=2)\n", "ax.set_xlabel('Время, с')\n", "ax.set_ylabel('Значение, мВ')\n", "ax.set_title('Зависимость напряжения от времени')\n", "ax.grid()\n", "ax.legend();" ] }, { "cell_type": "markdown", "id": "ba99de1d-7aa1-44a4-8a7b-9422ef07a726", "metadata": {}, "source": [ "#### Некоторые аргументы plot и scatter\n", "\n", "| Аргумент | Назначение | Примеры значений |\n", "| -------- | ---------- | ---------------- |\n", "| `color` | Цвет линии | `\"black\"`, `\"#f000f0\"` |\n", "| `label` | Текст в легенде | `\"синус икс\"` |\n", "| `linestyle` | Стиль линии | `\"\"`, `\"-\"`, `\"--\"`, `\"dotted\"` |\n", "| `linewidth` | Ширина линии | `6.5` |\n", "| `marker` | Форма маркера | `\"\"`, `\"+\"`, `\"o\"`, `\"4\"` |\n", "| `markerfacecolor` | Цвет маркера | `\"black\"`, `\"#f000f0\"` |\n", "| `markeredgecolor` | Цвет обводки маркера | `\"black\"`, `\"#f000f0\"` |\n", "| `markeredgewidth` | Ширина обводки маркера | `0.5` |\n", "| `markersize` | Размер маркера | `2.5` |\n", "\n", "#### Вспомогательные функции - надписи и подписи\n", "| Функция | Назначение | Пример использования |\n", "| ------- | ---------- | -------------------- |\n", "| `ax.set_xlabel` | Подпись оси X | `plt.xlabel(\"Подпись Х\")` |\n", "| `ax.set_ylabel` | Подпись оси Y | `plt.ylabel(\"Подпись Y\")` |\n", "| `ax.set_title` | Заголовок графика | `plt.title(\"Заголовок\")` |\n", "| `ax.legend` | Показать легенду | `plt.legend(loc='upper left')` |\n", "| `ax.annotate` | Добавить аннотацию к точке xy | `ax.annotate('Максимум', xy=(2, 1))` |\n", "\n", "В тексте можно использовать команды на TeXе окружая их знаками долларов: `$4\\pi^2$`.\n", "\n", "#### Вспомогательные функции - оси\n", "\n", "| Функция | Назначение | Пример использования |\n", "| ------- | ---------- | -------------------- |\n", "| `ax.set_xlim` | Границы по оси X | `plt.xlim(-4.0, 4.0)` |\n", "| `ax.set_ylim` | Границы по оси Y | `plt.ylim(-3.0, 10.0)` |\n", "| `ax.set_xticks` | Отсчеты по оси X | `plt.xticks([1, 2, 3, 4, 5])` |\n", "| `ax.set_yticks` | Отсчеты по оси Y | `plt.yticks([1,2,3,], ['1a','2a','3a'])` |\n", "| `ax.grid` | Включить сетку | `plt.grid(True)` |\n", "| `ax.hlines` | Горизонтальные линии | `ax.hlines(3, -10, 10)` |\n", "| `ax.vlines` | Вертикальные линии | `ax.vlines(3, -10, 10)` |\n", "\n", "#### Линия тренда" ] }, { "cell_type": "code", "execution_count": 177, "id": "9ddc52a7-9398-465a-a1f8-b5d59f3fc375", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot()\n", "\n", "x = np.random.random(100)\n", "y = 3*x + x*x*np.random.normal(1, 0.5, x.shape)\n", "ax.scatter(x, y, alpha=0.5)\n", "\n", "m, b = np.polyfit(x, y, deg=1)\n", "\n", "ax.axline(xy1=(0, b), slope=m, color='r', label=f'$y = {m:.2f}x {b:+.2f}$')\n", "\n", "a2, a1, a0 = np.polyfit(x, y, deg=2)\n", "\n", "def foo(x):\n", " return a2*x**2 + a1*x + a0\n", "\n", "q = np.linspace(0,1,20)\n", "\n", "ax.plot(q,foo(q), color='b', label=f'$y = {a2:.2f}x^2 {a1:+.2f}x {a0:+.2f}$')\n", "\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3b6783fa-95e3-4037-81e9-2fe6a0dbbff1", "metadata": {}, "source": [ "## Построение теплокарт и контуров\n", "\n", "| Метод | Назначение | Пример |\n", "| ----- | ---------- | ------ |\n", "| `plt.imshow` | Рисование теплокарты | `plt.imshow(data, extent=[-3, 3, -3, 3], vmin=-1, vmax=1)` |\n", "| `plt.contour` | Рисование контуров (линии) | `cnt_data = plt.contour(data, levels = [1,2,3], colors = 'white')` |\n", "| `plt.contourf` | Рисование контуров (заливка) | `cnt_data = plt.contour(data, levels = [1,2,3], colors = 'white')` |" ] }, { "cell_type": "markdown", "id": "1de00188-d14b-4d27-b472-ce3f0df00d23", "metadata": {}, "source": [ "Для построения теплокарты необходимо иметь двумерный массив с данными и его `extent` - привязку углов массива к координатам." ] }, { "cell_type": "code", "execution_count": 154, "id": "70be6b3a-385b-44fc-a961-03cf23d9225b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data = np.random.random((6,6))\n", "\n", "data[0,0] = 2\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot()\n", "\n", "im = ax.imshow(data, extent=[-3, 3, -3, 3], vmin=-1, vmax=2, origin='lower', cmap='YlGnBu')\n", "fig.colorbar(im);" ] }, { "cell_type": "markdown", "id": "428ef2b4-3ae0-4d33-a810-e23696cc30cc", "metadata": {}, "source": [ "Для построения контуров необходимо иметь: два одномерных массива с равномерными интервалами между точками и двумерный массив с данными. Ключевые методы `plt.contour` и `plt.contourf`." ] }, { "cell_type": "code", "execution_count": 155, "id": "12333683-8e37-4bfb-9715-e05e068c1474", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Источник данных — функция двух переменных\n", "def f(x, y):\n", " return (1 - x / 2 + x ** 5 + y ** 3) * np.exp(-x ** 2 -y ** 2)\n", "\n", "# Создаем массивы для осей:\n", "n = 256\n", "x = np.linspace(-3, 3, n)\n", "y = np.linspace(-3, 3, n)\n", "\n", "# Делаем мешгрид\n", "gridX, gridY = np.meshgrid(x, y)\n", "data = f(gridX, gridY)\n", "\n", "#Раскрашивание контуров цветами (палитра 'jet')\n", "cntrf = plt.contourf(gridX, gridY, data, 8, alpha=.75, cmap='jet')\n", "\n", "#Разграничение контуров линиями \n", "cntr = plt.contour(gridX, gridY, data, 8, colors='black')\n", "\n", "#Добавляем подписи на контуры\n", "plt.clabel(cntr, inline=1, fontsize=10)\n", "\n", "#Добавляем цветовую легенду\n", "plt.colorbar(cntrf);" ] }, { "cell_type": "markdown", "id": "23db8f35-6979-49a3-846c-8f676d49b7a2", "metadata": {}, "source": [ "### Управление расположением цветовой шкалы" ] }, { "cell_type": "code", "execution_count": 156, "id": "4bb510b1-89d2-489d-b464-c62de10c36eb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "data = np.random.random((6,6))\n", "data[0,0] = 2\n", "fig = plt.figure()\n", "ax = fig.add_subplot()\n", "im = ax.imshow(data, extent=[-3, 3, -3, 3], vmin=-2, vmax=2, origin='lower', cmap='magma')\n", "\n", "# находим нашу систему коордит в рамках Figure\n", "divider = make_axes_locatable(ax)\n", "# определяем новую область для рисования цветовой шкалы\n", "color_ax = divider.append_axes(\"bottom\", size=\"8%\", pad=\"10%\")\n", "# добавляем к фигуре новую область для цветовой шкалы\n", "fig.add_axes(color_ax)\n", "#рисуем шкалу\n", "fig.colorbar(im, cax=color_ax, orientation=\"horizontal\");" ] }, { "cell_type": "markdown", "id": "51d2c9bb-b567-492a-882a-d9d74bda7894", "metadata": {}, "source": [ "## Построение гистограмм и столбчатых диаграмм\n", "\n", "| Метод | Назначение | Пример |\n", "| ----- | ---------- | ------ |\n", "| `plt.hist` | Гистограмма | `plt.hist(x, np.arange(0,3,1/5))` |\n", "| `plt.bar` | Столбчатая диаграмма | `plt.bar(ind, values, width)` |\n" ] }, { "cell_type": "code", "execution_count": 157, "id": "1cb9d447-0817-4129-9745-dbbddfc39e5f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data = np.random.normal(0,1,300)\n", "\n", "fig = plt.figure(figsize=(10,5))\n", "ax = fig.add_subplot(1,2,1)\n", "\n", "# Простая гистограмма\n", "ax.hist(data, bins=10, color=\"red\");\n", "\n", "# Расчитанная гистограмма, hist - значение в столбце, bin_edges - границы столбцов\n", "hist, bin_edges = np.histogram(data, bins=20)\n", "ax.bar(bin_edges[:-1], hist, 0.25, color=\"blue\")\n", "\n", "import scipy\n", "\n", "# Ядерная оценка плотности\n", "kde = scipy.stats.gaussian_kde(data)\n", "xtx = np.linspace(-3,3,100)\n", "\n", "ax2 = fig.add_subplot(1,2,2)\n", "\n", "ax2.plot(xtx, kde(xtx), color=\"purple\", linewidth=3);" ] }, { "cell_type": "code", "execution_count": 158, "id": "e46cfa32-e76e-4367-a395-8e8cc8e2d872", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t = np.arange(0.0, 1.0+0.1, 0.1)\n", "v = 1 + np.sin(2*np.pi*t)\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot()\n", "\n", "ax.bar(t,v,0.09);" ] }, { "cell_type": "markdown", "id": "d02c84e9-cfd5-4afc-b22c-547de8149827", "metadata": {}, "source": [ "## Специальные виды графиков\n", "\n", "### Диаграммы потоков" ] }, { "cell_type": "code", "execution_count": 220, "id": "2cd1feaf-ea5a-4103-bf8d-399efbf97094", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "from findiff import FinDiff, Gradient, Divergence, Laplacian\n", "import matplotlib.pyplot as plt\n", "\n", "borders = [-2*np.pi, 2*np.pi, -2*np.pi, 2*np.pi]\n", "\n", "x = np.linspace(-2*np.pi, 2*np.pi, 30)\n", "dx = x[1]-x[0]\n", "y = np.linspace(-2*np.pi, 2*np.pi, 30)\n", "dy = y[1]-y[0]\n", "\n", "X, Y = np.meshgrid(x, y, indexing='ij')\n", "f = Y*np.sin(1/2*X) + np.cos(Y/4)\n", "\n", "grad = Gradient(h=[dx, dy])\n", "grad_f = grad(f)\n", "\n", "fig = plt.figure(figsize=(12,4))\n", "ax = fig.add_subplot(1,2,1)\n", "\n", "im = ax.imshow(f.T , origin='lower', extent=borders, cmap=\"magma_r\")\n", "fig.colorbar(im)\n", "ax.quiver(X,Y,grad_f[0],grad_f[1], color=\"green\")\n", "\n", "d_dx = FinDiff(0, dx, 1)\n", "d_dy = FinDiff(1, dy, 1)\n", "\n", "ax2 = fig.add_subplot(1,2,2)\n", "ax2.streamplot(x,y,grad_f[0].T,grad_f[1].T);" ] }, { "cell_type": "markdown", "id": "fbe411e4-4eae-4bb1-96bb-853ac5bd06bb", "metadata": {}, "source": [ "### Логорифмические оси и полярные координаты\n", "\n", "| Функция | Назначение | Пример использования |\n", "| ------- | ---------- | -------------------- |\n", "| `ax.set_xscale` | Масштаб по оси X | `ax.set_xscale(\"log\")` |\n", "| `ax.set_yscale` | Масштаб по оси Y | `ax.set_yscale(\"linear\")` |\n", "| | Создать систему полярных координат | `fig.add_subplot(projection='polar')` |\n" ] }, { "cell_type": "code", "execution_count": 230, "id": "f9edb7a4-2884-45e3-a6fe-bc45137eea7b", "metadata": {}, "outputs": [ { "data": { "image/png": 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5k9hGgJcEzy9Jwpq7x2LH9xX4x4kK3OjUYtnWk/jtvSn40YwYyncfxMdnqlHa0IUATzF+vzyN82v03KIEHC9twudFtfjlgvGIC3LcwSG0aHcApUaLl/ddglbH4sGpUXhpabLN/0F5SkT480OTsGr7KXx8phr3pIVjfmKoTa9BCFd/ySvFjaZuhPhI8cr9qTYf31MiwvtPTMdD75xEWWMX/vRticPvgBDiTFQaHerae3HTUCaxsqkTZ64J8HZ5AarbetGtGqpkov5nk7+n2LAo198xjwuQobq4EKuXL4G3p3k5wMS+Arwk+PWSRKyYEo6fv5ePG51avLTvEg5erccfV05C2CDVUNxVZ58aW/JKAQDPLpqAAC/uZT6nxgaY7rbv/qEKG5cm2yrMEdGi3QHey69AZUsPQn2k2LQ81W53ImaODcKTs8fg/ROVeHHvJRx4bq5TH75E3EPhzTZszy8HAGxeMRH+nvapiezvKcEfV07CyrcL8GlhDX40M5by28mo1tGjRnmjAkXNDKqPV6CmvQ9VhkV6XXvvIHnOAgD6Q2SMJRNjAz0RG+iJuCBPRPpJUV1chEfvW4Qw//53D9VqNXJvAlLKP3c6sYGe+GWqFo3+KXj9UBmOXmtC9l+O49XlqVg+JYrv8JzCO8duoKVbhbHBXnhsZqzV4/1kZiyOlzbhs8Ia/Gd2otnVz6xFi3Y7q2vvxVuH9RtPX1qaDB8755q/sCQJR0oaUdnSg99/c5XuNhJe9am1eP7TC2BZ4MFpUXYvS5oeF4CH0qPxWWENfvflFXyxfjaE9HE9cVFaHYt6YwqLYTFeZUhludnSDYWpXKIQuH59QH+ZWGBYlHsh2l+KTnkF7pmTgfgQX0QHeAzYAKpWq5FbU4RAK+5CEn4IGOBns8dgQXI4NnxyAZdqO/D/Pj6PG41dnCt0jRbNXUq8l18BAHgxJwliG1QkWpAUilAfKRo7lThU3IClE7kXFbEELdrt7P9yi9Gr1mL6mAAsn2L/OtIeEiH+/PBkPPLuSXxaWIOcieFYkEQloQg/XjtwDeXN3QjzleJ399k+LWYwv7knCQcu1+NSbQc+OVuNH82w/q4KIbak1bFo6VKisVOJxs4+NHUq0ai49XWDog9VjUL85w+Hhq3IAgAh3hJ4M0pMHhuJOEM1FuPd8xAfqWmxpj9huBzzJ4S49cGGo11CmA8+X3cXthwqxdYjN/C3w2Vo6lLh9w+kue0NjH8WVEKp0WFyjD8W2+jGkUgowMMZ0dh65AY+Ol1Fi/bRoOBGM765KIeAATbdz33Tg6WmjwnEz2bHY8f3FXhx7yXkPRdIO/eJw52pbMWOE/q7G394cJLD5mCIjxTPLp6A//nmKv70bQly0sLtlpJDyO361Fr9AryzD40KJeo7enCySoD8fVfQ3K1Co0KJpi4lWrqUZpToYwCwkAgFiA700KewBOoPFtKns3ghJtADYoZFbm4uli6dSItxAkBfVe75JUmI9PfAf31xGR+drkJrtxJ/fXSq25XX7FZqsOvkTQDAf8wba9N12CMZMdh65AYKbrSgrVtlVZ68uWjRbidqrQ6vfHUFAPCTWXFIifR16PV/nZ2IIyWNKG/uxqZvruCNR6Y49PrEvfWqbqXFPJwejawkx26K/mlmHPacqUJpQxdeP1iK/3kgzaHXJ6MHywKKXjXa2vr63Q3XL86Nd8j1XysGPd1TANTWDnyUAYK8pQj10f8J8ZEi1EeGUF8pAj1EKLtciBVLshAd5DPsHVK1Wm3DZ0tGkx/PjEOQlwTPfHQeB6404PF/nMbfH89wq5LQe85Uo6NXjfhgLyxOCbfp2HFBXkiO8EWxXIHvShrxUHq0TccfDC3a7WTXyZsobehCoJcEGxZPcPj1jWkyD71TgM/P1eKpu+ORGkn1W4lj/OuHm6hs6UG4rwy/vS/F4dcXCwV45f5UPPb3H/CvH27i0RkxNP9JP1odi5Zu/aL79rvjTV23FuKNij40dAihPnXE7HElIoFpIR7sLUFvSz3S0yYgwt8DoT4y/eLcV4ogL+mQi3G1Wg3tTSDS38NtUxqIbdyTFoF//kyCn+86ix8qWrHq3VPYvWamQ+4K802t1WHH9/pPe5+eM9Yu/5ayU8JQLFfg4JV6WrS7qqZOpam00AtLEnn7aD49LgD3TYrE1xfqsPVIGbb9OJ2XOIh76VNr8e5xfbWY5xYn8FbB6K5xwbhvUgS+uSjH7768gk/XZrr1Zix3cStFRYmmzj7T3XDTwtzwPfNSVABjCURfmajf3fB+d8cNC/EQHxl8ZaI78shzsXT+WEpdIbzJHBeEj38xC4//4wyK5Qr84sNCfPjUTIdVPOHLkWtNqG3vRbC3BA9Os08VnezUMPz1u+s4fr0JvSotPCT2TT+iRbsd/PHbEnQqNZgU7YdHMrgf024L67PG4esLdfj35Xpcb+hEQhidFEns65Oz1WjqVCLK3wMrptr/zsNwXr43Gd8VN+LszTZ8cb6W93iI+Wb+3yEIpeYdWsKChUYjxMbC79AzZP3xgYwpKiHeUtNC3LgoD/GWItBThCtnC/DwsiXwodrkxIWlRvph99MzsXJbAU5XtOK3X1zCH1dOGtU3Mj4p1KelPZwRY7dc/pQIfSWmmrZeHL/ehCWptk3BuRMt2m3sQnU7PiusAQBsut9+NdnNlRTuiyWpYThwpQFbj5Rhy6NTeY2HjG4qjQ7vHL0BAFg7byzvd3Ii/DzwywXj8ecD1/B/uSW4JzXC7ndCCPDNN9/gP//zP6HT6fCb3/wGa9assXiMbqUWAgyWIz4UBtDqF+y3p6jceTfclKLiI0WglwSiYcq/qdVq1F+G223eI6PThDAfvPnYVPxs5xl8crYG40K88Yt5tjud3Zm0K4H8680AYNebpwzDYFFyGHYWVOL76820aHc1bxsWLA9OjcJUJznY5VcLEnDgSgO+ulCHZxdNwJhgxx25S9zL5+dqUNfRh1AfKR7m+VMmozVz4vHR6SrUtPXis3M1WD0rju+QRjWNRoMNGzbgyJEj8PX1xbRp0/Dggw8iMDDQonH2P3M3fHzM28Cv0Whw9OhRzJ8/HyG+nvD1EI3qO4iEcDU/MRT/fV8KXvn6Kv7wbQnGBHvZfaHJhx+aGOhYYGZ8IOLtvObJHBeEnQWVOFneYtfrAPrj0YiN3GzpxoGr9QCA/5jvPL+9pkX5ISsxBDoW2Ha0jO9wyCil0eqwzfBL68/njnWau5NSkRBr7o4HAPzj+wrozEtkJhydPn0aqampiIqKgo+PD5YuXYoDBw5YPE5ckBfGBJv3Jy7IEyEeQFyQJ/w8xbRgJ2QYj981BqtnxYFlgWc/Po/LtR18h2RTOh2LU4365e2q6fa/eTQzPhAMA5Q1dqGpU2nXa9Gi3Yb+8X0FWBaYnxjidLnjv1yQAAD4/Fwtatp6eI6GjEZfXahDVWsPAr0kNjkm2pYezoiBr0yEiuZuHCpu4Dscp3b8+HEsW7YMkZGRYBgGX3zxxYA227ZtQ3x8PGQyGdLT05Gfn2/6Xl1dHaKibm36io6ORu0gJQ8JIfxgGAa/W5aCOQnB6FVr8fSus+joHT2lQ09VtKJVycBHJkJOmv0PPfL3lCA5XP+p4Ck7322nRbuNtPeo8MlZfS7703PG8hzNQOlxAZg9PggaHYt3jt3gOxwyymh1LN46ov8UZ82ceHhKnCvzzksqwo8NaTHG46zJ4Lq7uzF58mS89dZbg35/z549ePbZZ/Hyyy+jqKgIc+bMQU5ODqqqqgAALDvwkwy6802IcxEJBXjrsWmID/aCvKMPm7+9xndINrP/kj7jYWlauMP2MM0aGwQAdk+Rca6frC5s9+kq9Kq1SI7wxV3jgvgOZ1C/WpCAE2Ut+ORMDX61IAFhvlQNgdjGvy/LUd7UDT8PsdPmjD9x1xi8l1+O05WtuFDdjskx/nyH5JRycnKQk5Mz5PffeOMNPPXUU6bNpVu2bMGBAwfw9ttvY/PmzYiKiup3Z72mpgYzZ84ccjylUgml8tZHygqFAoB+E6i5BwcZ29n6oCFrx+Xa35J+5rY1p91wbez1GvOFr+djj+tyHdNTBGx+IAU/2nEGe8/VITSZwWILxnDKearV4eDVRgBAdlKQw/5+Z8T54R8ngFM3mjn/ezcHLdptQKXR4Z8FlQCAp+fEO+1dpVljgzBjTCBOV7bi3WPl+O9ljj/0how+Oh2Ltw7r77I/OXsMfJz0tL0wXxmWTY7E5+dq8ff8crz12DS+Q3I5KpUKhYWFePHFF/s9np2djYKCAgDAjBkzcPnyZdTW1sLX1xe5ubn47//+7yHH3Lx5MzZt2jTg8YMHD8LT09Oi+PLy8ixq76hxufa3pJ+5bc1pN1wbe73GfOHr+djjulzHnBMmwPF6AfaUCxD/bR6kFt6cdqZ5WtLOoL1XCC8Ri46yQuQ6KLGgRwMwEKK8uQd7vsyFjwU/Bnt6zE9ZpkW7DXx9oQ4NCiXCfKW4b1Ik3+EM65cLxuOn/ziN3advYl3WOAR7S/kOibi4Q8UNKKnvhLdUhCfviuc7nGGtuXssPj9Xi39frkdNWw+iAyxbFLq75uZmaLVahIWF9Xs8LCwM9fX6j6RFIhFef/11ZGVlQafT4YUXXkBQ0NCfPm7cuBEbNmwwfa1QKBATE4Ps7Gz4+ppXPUatViMvLw+LFy+26SFG1o7Ltb8l/cxta0674drY6zXmC1/Pxx7XtXbMeUoN7n2rALXtfTjPxmHT0lSbX9dR87TgyysAajE5kMU92Y79uw1LbkZKhA+CLFxXGT9dNAct2q3Esiz+nq8//fHxu8bwXpd6JHMSgjE5xh8XqtvxXn4FXsxJ4jsk4sJYlsWbhrvsP82Mg5+nc/8wT4n0xezxQThR1oL3T1Tiv+6jT5u4uPPTRJZl+z12//334/777zdrLKlUCql04A85sVhs8Q9cLn0cMS7X/pb0M7etOe2Ga2Ov15gvfD0fe1yX65j+YjF+vzwVT/6zELvP1GJFeiymjzG/RKuzzFONVoe84iYAwOQg1uF/twtSuG16tSRGWrRb6URZC0rqO+EpEeLHM5wzl/d2DMPgV1njsWbXWfzrh5v4fwsT6LAZwtmZyjZcqu2Ah1iIp+527rvsRmvmjMWJshbsOVON/7coAb5Oms7jjIKDgyEUCk131Y0aGxsH3H23FuW0O1muMOW0O+11bTHmzDhfzAzR4YcmAV749AK+Wp85YtleZ5unBTda0Nqtgr+HGAl+GpeZq5TT7kDGu+yPZMQ4/V1GowVJoYgJ9EB1ay9yL8mxMp2OdifcfHxaXzHk/smRFn8kyJf5E0KQEOqN641d+Ph0FX4+13nOVHB2EokE6enpyMvLw4oVK0yP5+XlYfny5VaNvXXrVmzduhVaw6mmlNPuXLnCXGJyBZTTfssDY4DidgYVLT14/h95yInR2fy69pynn5QLAAiQ7KOEkHGduUo57Q5S2tCJY6VNEDDAz2a7xl1GABAIGDw6PRZ/PnANH5+pokU74aSjR439l+QAgEdnOMfpp+ZgGAZr5sTjN3sv4f0TlXhydjzEwxxl7266urpQVnbrELaKigqcP38egYGBiI2NxYYNG7B69WpkZGQgMzMT27dvR1VVFdauXWvVddevX4/169dDoVDAz8+PctqdLFeYctqd97q2GNM4xivL07DhsyvIbxLjf1bPhf8wNyOdaZ6yLIs/vp4PoA8/XTAZqptFLjNXKafdQd4z3GVfkhqO2CDX2tD2UHo03sgrxZnKNpQ1dmF8qDffIREX8+WFWig1OiSF+2CKi5VPXD4lCn8+cA3yjj7kXpJj+ZSokTu5ibNnzyIrK8v0tXGT6OOPP46dO3di1apVaGlpwauvvgq5XI60tDTk5uYiLs626YGU0+48ucJcY3IFlNPe370TI/HeiWpclSuw81QVnl8y8r43Z5inZY2dqOvog0QkwF0JITh603XmKuW0O0BTpxJfFNUB0OfIupowXxmyEkNxqLgBe85U4eV7aUMeMR/LsvjodDUA/THRzlrmdCgysRA/zRyDN/JK8V5+Be6fHOlyz8Fe5s+fP+gBSbdbt24d1q1bZ9c4KKfdeXKFLY3JFVBO++BjaLUa/CprLP5j93m8f6ISP50Zg0AvidXXtfc8PWw46Xp6XADEDGt2XM6ActodYF9RDVRaHabE+CM9LoDvcDj50YwYHCpuwN5ztfj1kkRIRbQhlZjnYk0HiuUKSEQCrJjqmnepfzIrDm8dKcOl2g5cqVMgLcqP75DcGuW0W9ePctq5oZz2gWOwLBDtJURNtxYv7TqM++OGz213hnn6+VV9PnuIptH0uKvMVcpptzOWZbG3UH/i3yMZrpPLe6d5E0IQ5itFg0KJQ1cbce8kbuWKiPv5+Iz+LntOWjj8PQe/C+PsAr0kWJwchv2X5Nh7roYW7TyjnHZu/SinnRvKaR9+DI/xTfjFh0UoaBLhf1fPGbTQgLPM016VFs+fOQJAh5/fPwdjAqQuNVcpp93OrtQpcK2hExKRwKUXuiKhAI9kxODNw2X4+EyVSz8X4jjdSg2+Oq//pfXR6bE8R2OdlelR2H9Jji/P12FjTrLTn7PgTiin3Tlyha2JyRVQTvvgY2SnRmBydDku1HRgR8HwKbR8z9Pvy9ug0ugQ6SdDcqQ/NBqNxXHxiXLa7eyzwhoA+g2ofh7OPyGGY1y0519vRnVrD2ICXWtDLXG8by7WoVulxZggT8waa/4BHM5obkIIgr2laO5S4ui1RmSnhvMdEjGgnHbnyBXmEpMroJz2kcf4VdZYrPmgCB+cuoknM2MR4iMdsY+1MXKZp0cM+exzEoKg0Whcbq5STrsdqTQ6fGm4y7hymmvm8t4uJtATcxKCkX+9GZ+crcZ/ZifyHRJxcsbUmFXTY11+86ZIKMCKqZH4e34F9p6roUU7jyin3bp+lNPODeW0Dz0GywJjvIWo7NJh4wdH8OCYwXPb+Z6n354XAmDgpahCbu5NTnHxiXLa7ejItUa09agR6iPFnIQQvsOxiVXTY0yL9v+3MAEiqllNhnCtvhNFVe0QCRg8NErq+69Mj8bf8ytwuKQRrd2qISslEPuinHZu/SinnRvKaTdvDN8JzfjZrnM42yLGX5+aBy+paMQ+1sRo6Txt7tGi8eRxCBjglw8vgo9M7HJzlXLa7ciYGrNiWhSEAte+y2i0OCUMgV4SNCiUOFbahIXJtj2OnIweH5/Rn4C6KDlswEelriop3BdpUb64XKvAV+dr8YQLHZQ2mlFOO/+5wtbG5Aoop334MbKSwzEmyBOVLT04WNI8aPENPufp+dp2AEBKpC8CfTwHfN8V5qolMdItVQu0dClxpKQRAPDQtNFxlxEApCIhHjSU7TPW3ibkTn1qLfYV6VPDVrnQCajmWGn497z3XC3PkRBCiPNgGAaPTNe/3+8543zrgzMVrQCAjDjX3l9lLlq0W+CrC3XQ6FhMivZDQpgP3+HYlPEY+iPXGtGg6OM5GuKMDlypR3uPGpF+MswdJalhRvdPjoRIwOBSbQeu1XfyHQ4hhDiNh6ZFQyhgUHizDdcbnOv98UylftE+I949Fu2UHmMBY2rMylF0l91ofKgPpo8JwJnKNnxWWIP1WeP5Dok4mY8Nn8I8nBEzalLDjIK8pchKCkXe1QbsPVeDl5Ym8x2S26PqMfxX5eAakyug6jHmjxHgIUTWhGAcKmnCRz/cxMacRIuva4952tLZg2uGXyKmRPkM6Osqc5Wqx9hBSb0CV+oUEAsZ3D85ku9w7GLV9FicqWzD3sIarJs/zuUrgxDbqW3vxcnyFjAMTB+VjjYPpUcj72oD9hXV4oUlibQh28Goeox1/ah6DDdUPca8MeLBABBiz+lKpGpv4PYjLfiap//46hhYVohgGYsz+d9xvhbfqHqMHew13GVfmBSGgFFaXeKetHC8vO8Sypu7cVWuQGoknRBJ9PZfrAMAzBgTiCh/D56jsY+sxFAEeIrR1KlEflkzshJD+Q7JrVD1GG79qHoMN1Q9xrIxsrU6fPV6Pho6lRCPmYactHDe56kuKB5AFealRGHp0jSLr+UsqHqMjWm0Ouwr0i9aVo6SMneD8ZaKkJUYim+v1OPrC3JatBOTry/IAQD3jdJPmQBAIhJg+ZQo7CyoxN7CGlq084yqx1D1GEeg6jHmjSEW61Mj3zpShk/P1eH+qTEj9rEmRnPaFVXrF7sz44OHiNk15ipVj7Gx49eb0NylRJCXBPMTR9cGvDvdNzkCgP7US5ZleY6GOIPK5m5cqu2AgAFy0kb34UPG2vMHrzago8c18iEJIcQRjOUevy/Tn6DOJ7UOuFjbAQCY7iabUAFatJtlb6G+DNzyKVEQj/I81wVJofAQC1HT1osLNR18h0OcwP5L+rvsd40LRrD36KjNPpTUSF8khvlApdHhm0t1fIdDCCFOIzbIE7PHB4FlgU8NKcN8qeoC1FoWwd5SjAmybO+LK6P0mBF09KqRd7UBALAyPYrnaOzPUyLCopQwfH2hDt9cqMOUGH++QyI8+/qCfvG6zPApzGjGMAxWpkfh/3JLsLewBj+eGcd3SG6LqsdQ9Rh7ouox3MZ4aGokTpS1YN+5Gvziriizr2vreVrRqS+UMS3WDxqNhtO1nAVVj7GhQ1cboNLqMCHM221yvO+bFIGvL9Rh/yU5XlqaDMEoK+9HzFfW2IWS+k6IBAyWpI7u1BijB6ZEYfO/S3Cuqh117b2IHKUbb50NVY+xrh9Vj+GGqsdYNoZaCwgZIarbevHhV4cQ7snPPK3p1mc9SLvkyM0d/FNRV5mrdq0ec/z4cfz5z39GYWEh5HI59u3bhwceeGDI9kePHkVWVtaAx4uLi5GUlGTp5R3u35f1qQH3Thy9G/DuNG9CCHykIsg7+nCuqg0ZY9wnX4z0942hasychGD4e47Oqkl3CvWVYXpcIE5XtuLby/X42d3xfIfkFqh6DLd+VD2GG6oew32Mr1sLkV/WAlVIItB9jZd5+j9FhwEAD2bNwN3jgzg/F2dg1+ox3d3dmDx5Mp588kmsXLnS7H7Xrl3r9wYcEuL8GzoVfWocL20GACyd6B53GQFAJhZicUoYPi+qxTcX5bRod1Msy+Kbi4aqMZPc55dWAMiZGI7Tla3492U5Ldp5QtVjqHqMI1D1GMvHWJQSjvyyFuSXteLHEY6fp519ajT36TMApsQGuvxctWv1mJycHPz+97/Hgw8+aFG/0NBQhIeHm/4IhUJLL+1wh4sbodLqMD7UGwlhPnyH41DGKjL7L8mh1VEVGXd0raETZY1dkAgFWJwaxnc4DnWPoUrO2ZttaFD08RwNIYQ4jwVJ+nK4hVXt6NGM0NgOrsr1p6BG+ctG7bk5Q3FYTvvUqVPR19eHlJQU/Pa3vx00ZcZIqVRCqVSavjZ+dGDJxiRj+9v/aynjgTJLUkJ52dDA52aKmXH+8PMQoalTiZNljZjJoaSSq20GuZO7x/9lkb46wNyEIHgIR8eGLXMFe4owNcYPRdUdyL1Yi5/MjLV4DGvid9U5RwgZ/WICPTEhzBulDV0oaXf8nrcrdfo1YUqEeelzo4ndF+0RERHYvn070tPToVQq8cEHH2DhwoU4evQo5s6dO2ifzZs3Y9OmTQMe57IxCeC2GaFPCxwpEQJg4NVaitzcUovHsBW+NlMkeQvwQ68Ab+8/jZaxOs7juMpmkKG4Y/wsC3x6Xj//I7X1yM3NtX1gZuLr9Y8TMCiCEP86fhWBLZc5j8Mlfks2JhFCiKMtSApDaUMXLrfxsWjX32lPjaRFu80lJiYiMTHR9HVmZiaqq6vx2muvDblo37hxIzZs2GD6WqFQICYmxqKNSYB1mxH2X6qH5vRFjAnyxJqHZoNhHD8x+d5M4VPWjB/+eQ7FXVJkL5kHkYU16vmO31ruHP+VOgWaT52CTCzAhlUL4CV1fKEpvl//ye29+OL1fJR3CjBjbpbFNeqtid+SjUmEEOJoC5ND8c6xGyhuZ6DR6uDIt+grcv37Y2qke6UtAzyVfJw1axY+/PDDIb8vlUohlQ78AemIzTxGB4sbAQBLJ0ZAIuE3Z4qvzRRzJ4Qh0EuC1m4VzlYrMCeB2+ZhV9kMMhR3jP/fV/Xzf2FSGPy9+S15yNfrPyZEjMnRfrhQ04HDpS2ca7Zz3VDp7qhOO9Vptyeq027dGGnhXvDzEKGjV4OzlS2YNW749YGt5mmPSoPypm4AwIQQj1ExV52+TntRUREiIpz3oJYelQZHSpoA6Bft7kokFCAnLRz/+qEKX1+o47xoJ66FZVl8c8FYNcZ95z8A5EyMwIWaDvz7Uj0dtGRnVKfdun5Up50bqtPOfYzxXgIU9gqw82AhWuPMS6G1dp5WdAIsRPATszh/8jjO2+BafLNrnfauri6UlZWZvq6oqMD58+cRGBiI2NhYbNy4EbW1tdi1axcAYMuWLRgzZgxSU1OhUqnw4YcfYu/evdi7d6+ll3aYY9ea0KvWIibQwy1zpm5336RI/OuHKnx7uR6/f2AiJCKLCw4RF1NU3Y7a9l54SYTIMlQJcFc5aeH4w79LcLK8Ba3dKgS6WaUCR6I67dz6UZ12bqhOu/VjqItqUPj5VdxU+2Dp0tk2GX+kdrtOVQGXSxDtzQ7ZxtXmql3rtJ89e7Zf5Rdj7vnjjz+OnTt3Qi6Xo6qqyvR9lUqFX//616itrYWHhwdSU1Oxf/9+LF261NJLO0zu5XoAQE5aBC+57M5kRnwgQnykaOpU4vuyJixIcq/Sf+7IeJd9UUoYZGLnL81qT3FBXkiJ8MVVuQJ5V+uxarrlVWQIN1Snneq0OwLVaec+xvykMAhwBWVN3ajvVCMmcORPxqydp8X1XQCAaK+Rx3KVuWrXOu3z588Hy7ID/uzcuRMAsHPnThw9etTU/oUXXkBZWRl6e3vR2tqK/Px8p16w96m1OFzcAEB/l83dCQUM7jWkCBkP2iGjF8uyplOA3e1ApaEYD1bLvVTPcySEEOI8/DzEiDfsBT1c0uiQa16u7QAAxHi55/kxlOtwh+OlTehWaRHpJ8OUGH++w3EKxl9eDpc0QqPlXvqROL9LtR2Qd/TBSyLEnIRgvsNxCjmGX1pPlDWjo8c1NjYRQogjpATo1wQnyprtfi21VoeyRv2d9ihatBMA+LchNeYeSo0xSY8LQICnGO09apypbOM7HGJHB6/oP2Walxji9qkxRuNCvJEY5gONjkWe4VM4QgghQLyPfvFcVN0OlrXvQrqqtQcaHQtPiRABbrq9iBbtt1FqtDh0Vf9D2fiRONFXkTHmsuddpUXLaGb8+12cQnsXbpdjeD/49yVKESOEEKMYL0AkYNDUqURdR59dr2W8yz422Avuek+VFu23OVHWjE6lBqE+UkyLDeA7HKeSnWpYtBfX2/23acKPmy3duNbQCaGAwYJEWrTfzlj6Nf96MxR9lCJDCCEAIBECSeH6xPaiKvt+En+j6dai3V3Rov02xo1mOWnhEAjc9Ne4IcxJCIZUJEB1ay9K6jv5DofYgfEu+8z4QPh5Ov+Oe0dKCPXGuBAvqLQ6HC52zIYrQghxBVNi/AAARVXtdr3OjUb9oUpjQ9x30c7L4UrOSK3VmRYtOW58oNJQPCUizEkIwaHiBuRdbUByhHvXrx+NDhrmfzalxgzAMAyWTozAm4fLkHtJjgemRvEd0qhHJ6LSiaj2RCeiWj+GsW1ahDcA4NzN1iH722KeXm/U1zMfEygFeoYey9XmqtOfiOqMzlS0oqNXjUAvCaaPCeQ7HKeUnRKGQ8UNOHi1Hs8sTOA7HGJDrd0qnK1sBaCvz04GWpIajjcPl+H49Sb0qbW0UdfG6ERU6/rRiajc0Imo1o/RVXkJgAiXatrx1Te5GO4MRq7zlGWBUrkQAIP60guI8Bx5LFeZq3Y9EXW0OmT4yHtBUiiElBozqAXJoWAY4HKtAnXtvYj09+A7JGIj3xU3QMcCKRG+iA6wbKHkLlIjfRHhJ4O8ow8FN5rpoDEboxNRufWjE1G5oRNRrR/D2OdHyxZha+kJtPWoETdlNiZH+3Eef6h2jZ1K9J06BgEDPHrvQhw78h2diOquWJZFXrE+n31RMv0gHkqwtxQZcQE4U9mGQ8UN+GnmGL5DIjZiTA0zbjgmAzEMg0XJYfjg1E3kXW2kRbud0YmodCKqI9CJqNaPIZFIMDU2AIdLGnGprhMZ8UOf8cF1nt5s0x+qFBvoCS8PqVljucpcteuJqKPR9cYuVLf2QiIU0IEyIzCWAjTW8yaur1elxfHrTQCo1ONIjKlD3xU3QKejKkqEEAIAUw2HUdprM+oNQ7nH8aHedhnfVdCiHcAhw4Epd40PgpeUPnwYzuIUfb3qU+Ut6Oh1jU0eZHjflzWjT61DlL8HUmiD8bBmjQ2El0SIxk4lLtd18B0OIYQ4hamGMtlF1fYp+3ijSV85ZlwILdrdnvFAJUqNGVl8sBcSQr2h0bE4eo1K340GeVf1qWGLU8LoFOARSEVCzJ0QAuDW+wYhhLi7STF+YBigurUXTZ1Km49vrNFOi3Y319ylRFF1OwBgYXIov8G4CFOKDC1aXJ5Wx+I7wyZsKvVoHuMv93lUr50QQgAAvjIxEgypK+cNaypbMqbHjKP0GPd2uKQRLAukRfkiwo+qoZjDuGg/dq0JSo2W52iINc5VtaGlWwVfmQjT46nUqTmykkIhYIBiuQK17b18h0MIIU5haowhRcbGJ6N2KzWo6+gDAIxz44OVAFq0U2oMB5Oj/RHqI0WXUoOTN1r4DodYwVg1ZmFyGMRCt387MEuglwTpcfofTt8V06dNhBACAFNj/QHYfjNquSGfPdhbAn9PiU3HdjVu/VO6T61F/vVmALRot4RAwJiqaORRiozLYlkWB6/cymcn5jOlyND8J4QQALc2o16oaYfWhtW1jPnsY908nx1w80X7yRst6FVrEe4rQ2okVc2wxOLbFu1U+s41lTV2obKlBxKhwLS5kpjH+EvrqfIWdPZRFSVCCBkf6g1vqQg9Ki1KGzptNi5tQr3FrRfteYaPthelhFLVDAvdNS7IVPruYi2VvnNFxo3Es8cHwZtKnVpkXIg34oO9oNaypk/rCCHEnQkFDBLDfQDoz7+xlerWHgDAmCA6rdttF+06HWvKR11IqTEWk4qEmJ+or7ZjLBlIXIsxtcNYe59YZpGh2hSVfiSEEL2xwfqNouVNtlu017XrN6FG+lOxELe9vXa5rgMNCiU8JUJkjg3iOxyXtCglFPsvyXG4pAnPL0niOxxigeYuJS7UtAOgUqdcLUoOw9/zK3D4WiM0Wh1EtJHXptRqNdRq81KPjO3MbW9JDNaMy7W/Jf3MbWtOu+Ha2Os15gtfz8ce17XFmFzGGKxPXKB+YV3W0NnvcWvmaU2b/k57mLe43/vCUGO52ly1JE63XbQfMtRYnpsQAplYyHM0rmnehFAwhtJ3de299FuwCzl6rclU6jTMV8Z3OC4pPS4A/p5itPeoca6qHTOoZKZVtm7diq1bt0Kr1ZeRPXjwIDw9Lfs4PC8vzx6hWT0u1/6W9DO3rTnthmtjr9eYL3w9H3tc1xZjchnj9j5trQwAIc6Xy5GbW8N5fGM7LQvUdwgBMCg5VwD5ZfPHcpW52tPTY3Zb9120m0rd0V1GrgK9JJga449zVe04cq0RP54Zx3dIxExHSvS/tC5IpPnPlUgoQFZiKPYV1eJQcQMt2q20fv16rF+/HgqFAn5+fsjOzoavr3kFAtRqNfLy8rB48WKIxWKbxWTtuFz7W9LP3LbmtBuujb1eY77w9XzscV1bjMlljMH6TGjswo5rBWhTi5CTk23aL8h1nta190J3Kh9iIYNV9+dAIGBGHMvV5qpCoTC7rVsu2mvbe3FVrgDDAAuSaNFijYXJYThX1Y7DxbRodxVqrQ7HS5sAAAtoP4dVFiWH6RftVxvw0tJkvsMZVcRiscU/cLn0ccS4XPtb0s/ctua0G66NvV5jvvD1fOxxXVuMae2/u3FhfhAKGHSrtGjr0w34JNfSedrYra9CE+HnAalUMmgbWz4XPlgSo1smYR42bEBNjw1AkLeU52hcW5bhTu2JG83oU9PpqK7gTGUrOpUaBHtLMCnKj+9wXNrcCcEQCxmUN3ebypIRQoi7kogEiAnQp8ra4j2xtk1/6nSkP6VxAm66aM8z5LMvogNlrJYc4YMIPxn61Do6HdVFHDbM//mJoRAIqNSpNXxkYswybGSnKjKEEHLrECTjSabWqG3XL9qj/KncI+CGi/ZupQanDIvLhZQaYzWGYZBleB0PG/KkiXM7fM2Qz07z3yaMp6PS/CeEkNvLPtpy0U532gE3XLSfKGuGSqtDTKAHxofS6Vq2sPC2RTvL0umozqyyuRvlTd0QCRjMSQjmO5xRwfjLz9mbbejodY0SY4QQYi+mO+3N1qfH1BkX7QFUnQ5ww0X7kWu3qmbQKai2cde4YEhFAtS296K0gfJ6nZnxbvCM+ED4yJx/g44riAn0xPhQb2h1LPKvN/EdDiGE8GpsiO3utBsX7VRSWs+tFu0sy+JIif6HahalBtiMh0SIu8bp83opRcC5Gf9+KDXGthZQihghhAC4tWivaeuBUsO9QAXLsrdtRKVFO+Bmi/arcgXqFX2QiQWmzWPENm4tWmgznrPqUmrwQ4V+Pwct2m1rfmIIAODYtSbodJQiRghxXyHeUvhIRdCxwM0W8w8OupOiV4NulX7RH0WLdgButmg3Higze1wwnYJqY8ZPLgpvtqG9R8VzNGQw319vglrLYkyQpynnkNjG9DGB8JGK0NKtwoWadr7DIYQQ3jAMc1uKDPeU2Zp2/YI/yEtCazYD91q0X6PUGHuJDvBEYpgPdCxwrJTyep3RrdQYKnVqa2KhAHMm6Df2Gt9nCCHEXRlvDN2wIq+9rr0PAG1CvZ3bLNrbulUoqmoDQIt2e6HSj85Lp2Nx2LCfg1Jj7MN40NgRmv+EEDdni7KPtW36O+2RfrRoN3KbRfux0iboWCAp3Idyo+xkYbJ+0XL0WhM0Wh3P0ZDbXa7rQHOXEl4SIWbEB/Idzqg037Bov1TbgUZFH8/REEIIf2xR9rGug+6038ltFu3Gu790l91+psb4w89DjI5eNYqq2/kOh9zmO8MpqHMSQiARuc0/e4cK8ZFiUrQfAP0vroQQ4q5uL/vI9fwWqhwzkFv89NZodaY8a0oNsB+RUGCqokEpMs7FdD5BMs1/ezKmyND8J4S4s/hgLzAM0NGrRms3t+IUt05DpUW7kVss2i/UdKCjVw0/DzGmxvjzHc6oZir9WEyLFmfR2KnExZoOALdKExL7MM7/78uaodJQihghxD3JxEJTLnp5M7e8dlq0D+QWi/ajpc0AgLkTQiASusVT5s28CSEQMMC1hk7TPzjCr2OG+T8p2g+hPjKeoxndJkb5Idhbii6lBoWGje+EEOKOrCn7qNTo0NSpBABE+tPPLSO3WMEa80sXJNFdRnvz95QgPS4AAOX1OgtTqdNESo2xN4GAMX2acfRaM8/R8GfFihUICAjAQw89xHcohBCejDNuRuVQQabesAlVJhYg0Eti07hc2ahftLcpgZKGLjAMMG8CLVocwbjZ1/gJB+GPRgcU3NCfgrqQ8tkdwvjL0VE3Pq/gmWeewa5du/gOgxDCo3hD2cfKFg6LdkMFrkg/DzAMY9O4XNmoX7Rfbdf/ZU+N8aff1hzEuGg5VdEKwwnEhCflnQy6VVoEe0uRFunHdzhuYc6EYIgEDMqbe9DsppUfs7Ky4OPjw3cYhBAehflKAcCU5mIJ4+bVIG9at93O4kX78ePHsWzZMkRGRoJhGHzxxRcj9jl27BjS09Mhk8kwduxYvPPOO1xi5eRqm37RTlVjHCcp3AcRfjL0qXUoU9BvyHy6Ypj/8xNDIBDQ34Uj+MrEyBijTxEzvv7OxJz38G3btiE+Ph4ymQzp6enIz893fKCEEJcWYthD1dTFfdFON1v7s3jR3t3djcmTJ+Ott94yq31FRQWWLl2KOXPmoKioCC+99BKeeeYZ7N271+JgLaVUa1Haof+hSfXZHYdhGNNBM1edcNHiTooNnzRRPrtjGW8SOOP8H+k9fM+ePXj22Wfx8ssvo6ioCHPmzEFOTg6qqqpMbdLT05GWljbgT11dnaOeBiHEyYX63LrTbmmt9tYeNQBatN9JZGmHnJwc5OTkmN3+nXfeQWxsLLZs2QIASE5OxtmzZ/Haa69h5cqVll7eIqcr26DSMQjzkSIlwteu1yL9LUgKxUenq3ClneF8sAKxTlVrDxp6GYgEDOZMCOY7HLeyICkU/5dbgjIFgx6VBn5iMd8hmYz0Hv7GG2/gqaeewpo1awAAW7ZswYEDB/D2229j8+bNAIDCwkKbxaNUKqFU3roTp1AoAABqtRpqtdqsMYztzG1vLmvH5drfkn7mtjWn3XBt7PUa84Wv52OP69piTC5jjNTHT6q/L9yn1qG9u8+s8Y3fb+7Ut/eXiQb0Gem6rjZXLYnT4kW7pU6ePIns7Ox+jy1ZsgQ7duyAWq2GeJAfZrZ4EweA70oaAABzxgdCo9FwCZ9XrjbxbjcjzhdiIYNWJXBN3oGkSH++Q7KYK7/+AHC4WD//p8X4wUPoes/DlV//WH8povxlqG3vQ35pE5akRVjUn6/nrFKpUFhYiBdffLHf49nZ2SgoKLDLNTdv3oxNmzYNePzgwYPw9PS0aKy8vDxbhWXTcbn2t6SfuW3NaTdcG3u9xnzh6/nY47q2GJPLGMP1kQmF6NMy+PLAEYR6mD9+SXk1AAHkN8uQm3udU6yuMld7enrMbmv3RXt9fT3CwsL6PRYWFgaNRoPm5mZERAz8YWaLN3GWBb69IATAwK+nBrm51ZzidwauMvHuNM5bgJIOAd7LPYkFka57t91VX//PiwUABAhnW5Cbm8t3OJy56us/VipALQTYfeQCtFVFFvW15E3clpqbm6HVagd9z66vrzd7nCVLluDcuXPo7u5GdHQ09u3bh+nTpw/aduPGjdiwYYPpa4VCgZiYGGRnZ8PX17xPSNVqNfLy8rB48eJBbwRxZe24XPtb0s/ctua0G66NvV5jvvD1fOxxXVuMyWUMc/psKf0eFS09mDApA+3Xz5o9TyW+QUBLG+7OmIylUyItuq6rzVXjjWlz2H3RDmBAuR5jusRQZXxs8SbOsix8E5qw69A5rF0xH/5erneilqtNvDvV+1Zg84HrqGeCsHTpDL7DsZgrv/69Ki2eP30EgA5r7s1Esot+0uGqrz8AhFY0wzfvDH5+byZSovwt6mvJm7g9DPaebUnZtQMHDpjdViqVQiqVmt2eEOI6gn2kqGjpQXO3yqIFZ5shpz2Actr7sfuiPTw8fMAdmsbGRohEIgQFBQ3aZ6g3cbFYbNEP7zkTQtFZpoO/l4dL/tA3svR5O4uFyWHYfOA6Cqs60KcFfGSu9xwA13z9j5e1QqXVIVDKIinCz+Xiv50rvv4AkBEfjMZoFilR/hbHz9fzDQ4OhlAoHPQ9+86777a2detWbN26FVqtvk4spcdQeowjUHqM9WMM10fTqf/E9/vCS5gfYf749a2dABgUF51G1+DZMZQeYw+ZmZn4+uuv+z128OBBZGRkuOQPYmK+uCBPhMpYNPYB319vRs5Ey/J6CXdHrjUCAFL8LbtDStybRCJBeno68vLysGLFCtPjeXl5WL58uV2vvX79eqxfvx4KhQJ+fn6UHkPpMXZF6THWj2FOn0K2BEUtVQiKigd05WbN04MH89CjEwBgcV92FqL8PQa0ofQYM3V1daGsrMz0dUVFBc6fP4/AwEDExsZi48aNqK2tNZ2Gt3btWrz11lvYsGEDnn76aZw8eRI7duzARx99ZOmliQtKDmDRKGdw5FojLdodhGVZHCnRn8aZEuC6ewmIfYz0Hr5hwwasXr0aGRkZyMzMxPbt21FVVYW1a9c6NE4un7DY61MZa8fl2t+Sfua2NafdcG1c9ZOvofD1fOxxXVuMaet/d+GGBXdrjwaQmTe+UgeotfqfXWF+XhCLhZxidZW5akmMFi/az549i6ysLNPXxtzzxx9/HDt37oRcLu9Xzzc+Ph65ubl47rnnsHXrVkRGRuJvf/ub3cs9EueQ6s/imBw4cq0JOh1LB/w4wPXGLtS290IqEiDB1/WqJhH7Guk9fNWqVWhpacGrr74KuVyOtLQ05ObmIi4ujq+QCSEuKsRbn+rc3KUEZOb16TIUz5KJBfCQDL5gd1cWL9rnz58/bN3tnTt3Dnhs3rx5OHfunKWXIqPAOF8WnhIhmjqVuCpXIC3Kj++QRr3DJfrUmFnxgZAIza/4QdzDSO/hALBu3TqsW7fOQRENjuq0U512e6I67daPYU6fQE/9MrNBoQSCzZun3WpjXwmnuehqc9Wp6rQT9yYSALPHBSGvuBGHSxpp0e4ARwyL9vmJwUALLdqJa6CNqNb1o42o3NBGVOvHGK5PTTcAiFDX2gmMNW/8Lo3+E3mBpnfYcsW0EZUQO5g3IRh5xY04cq0RzyxM4DucUa2jV42zN9sA6F/3Syd5DogQM9FGVG79aCMqN7QR1foxzOnT1KnEny8eQ7eGgY4FlmSPPE9P/+sQACA+IhhLl6ZbfF1Xm6tOV6eduLd5E4IBAOer29HSpUSQN9VktpfvrzdDq2MxPtQbMQGeuMR3QIRwRBtRaSOqI9BGVOvHGK5PmL8IAgbQsfpcdXPG7zJsxQryllq10dRV5qpdN6ISYqlwXxmSI3xRLFfgWGkTHpwWzXdIo5Yxnz0rMYTnSAixDuW0U067PVFOu/VjmNsn0EuC5i4VFGrz5mmXWp8e4+8hopz2O9CinTjEgqQQFMsVOHKNFu32otOxOFZqWLQnhfIcDSGWoZx26/pRTjs3lNNu/Rgj9ZHqhAAYdKoY83La1QIAQFNNBXJzyzlf11XmKuW0E6eTlRiKrUdu4Ni1Rmi0OoiEAr5DGnUu1XaguUsFb6kIGXGBAKvlOyRCzEY57dz6UU47N5TTbv0Y5vbZ21yI2ust6FDDrHn695LvAACzpk7E0ukDb/JRTjshdjY1NgD+nmK096hxrqodM+ID+Q5p1DGegjonIRgSkQBqNS3aieuinHbKaXcEymm3foyR+oT66g9Y6jQ3p92QHhPi60E57Xeg253EIYQCBvMm6POsjXnXxLZM+eyUGkMIIcRJhPjoi08oVOYdrtht2Iga6CWxV0gui+60E4dZmByGL8/X4bviBryYk8R3OKNKg6IPF2s6wDD6VCRCXB1tRKWNqPZEG1GtH8PsjaiGA5Y6zd6Iqv9/X6mANqLegRbtxGHmJYRAKGBwvbELVS09iA2ybJMZGZrxQKXJ0f6muxqEuBLaiGpdP9qIyg1tRLV+jJH61DQzAIRQmLERVasDerX6pWlhwTFcGyZzhDaiEmJHfp5iZMQF4IeKVnxX0oAnZ8fzHdKocahYv2hfSKkxxEXRRlRu/WgjKje0EdX6McztE1TRin9eP4tOMzai1rV1AT8UQMAAK5flQCgYmFJDG1EJcZBFyWH4oaIVh0saadFuI31qLU6UNQPQpyARMhrQRlTaiOoItBHV+jFG6hMR4AUA6DBjI2qXigUA+HmIIZMOn9NOG1EJsbMFyfo7wafKW9Cl1PAczehwsrwFvWotIv1kSI7w4TscQgghxCTUkLKp1DLoUQ3/c7+1W5/fTZtQB0eLduJQ40K8ER/sBbWWRX5pE9/hjArfFTcA0P9CxDDm7c4nhBBCHMFbKoJMrF9uNnephm3b1qP/foCn898h5wMt2onDLTDkXX9HpR+txrIsDpvy2Sk1hhBCiHNhGAbB3vq77SMt2lu79d+nO+2Do5x24nALk0Kx4/sKHClphFbHDrrRhJinWN6Juo4+yMQCZI4L4jscQmyGSj5SyUd7opKP1o9hSZ9gLzFq2npR394zbPvmzj4AgJ9MxLmko6vNVSr5SJza9PhA+EhFaOlW4UJNO6bFBvAdkss6XKJPjbl7fAhkYiHP0RDCHZV8tK4flXzkhko+Wj+GOX10PQIAAuSfvQDUnB+y3YUKfbuOhhrk5lZZdV1XmatU8pE4NbFQgLmJIdh/UY7DxY20aLeCMcVoYTKVeiSujUo+cutHJR+5oZKP1o9hSZ+T6su42FqHkOixWJqdOGS7Ax+fB+obMS11ApbOGcvpuq42V6nkI3F6i5JDsf+iHIeKG/DrJUP/AyZDa+5S4nx1O4Bb+wQIGS2o5COVfHQEKvlo/Rjm9An19QAAtPRohm3b3quvLhPs62HVPDU3LmdAJR+J05s3IRQCBiip70Rtey/f4bikIyWNYFlgYpQfwnxlfIdDCCGEDCrEsBG1qUs5bLvWHkPJR6oeMyhatBNeBHpJTGkxhw0lC4llvjNUjaG77IQQQpxZiI++GsyIJR+pesywaNFOeGM8vZNKP1pOqdEi/7q+zv0iOgWVEEKIEzPdae8c+k47y7JopTrtw6JFO+GNcfNkwY2WEU9JI/39UN6KbpUWoT5SpEaat1mPEEII4YPxznlL99B32nvVWqi1LADAz4MW7YOhjaiENwmh3ogJ9EB1ay++v96M7NRwvkNyGYdvqxojoDr3ZBSiOu1Up92eqE679WNY0kci0Onbaln09ikhEg68Z6zoubWgFzE6qtM+CFq0E94wDIOFSWHYWVCJwyWNtGg3E8uy+M5Qn30BnYJKRgmq025dP6rTzg3Vabd+DHP6qLSAccn51f5vIRtk9dmq1LcRC1h8d+iQ1dd1lblKddqJy1iYHIqdBZX4rqQROh1Ld43NcL2xC9WtvZCKBLh7fDDf4RBiE1SnnVs/qtPODdVpt34MS/qoVCq8cPoIWDC4O2shQn2kA9qUNXYB5wogFoDzPOX6XPhEddqJy5gRHwgviRBNnUpcrO3AlBh/vkNyenlX9XfZM8cFwUNCp6CS0YnqtFOddkegOu3Wj2H23BMAKh2gYZlB22tYfcqMRGD9PLUkLr5RnXbiMqQiIeYn6jekHrhSz3M0ruGg4XXKTqF0IkIIIa7BeI+pR58rM0CfRv+4hFamQ6KXhvBuSZp+8Xngcj1YluU5GudW196LCzUdYBhgcQrlsxNCCHENUsOKc6hFe6/hcTGtTIdELw3hXVZiCCRCAcqbu/U5bWRIxrvsGXEBCBkkJ5AQQghxRsbFeJ96iEW74XHK+hwaLdoJ73xkYsweHwSAUmRGcuCKPp99CVXaIYQQ4kKkI6XHqI132ukT96HQop04BeMi9FtatA+ptVuFHypaANCinRBCiGuRGBbjQx2maEyPoZz2oVH1GOIUFqWEQbDvEi7XKlDT1oPoAMvqM7uDQ8UN0LFAaqQvYgLp9SGjGx2uRIcr2RMdrmT9GJbOU2N6THefatA+3Ur9Y2IB93lqaVzOgA5XIi4n2FuKjDGBOF3RioNXGvCzu+P5DsnpHLis/xSC7rKT0YgOV7KuHx2uxA0drmT9GOb2kRpOQT17/hK8Gi4O+P75WgaAEBKB9fPUkrj4RocrEZd0T2o4Tle04tsr9bRov0OXUoP8smYAwD1ptGgnow8drsStHx2uxA0drmT9GJbO091l3wEA4scnYum8sQPaXP+uDKgqh4QOVxoSLdqJ08hODcOr31zF2cpWNHcpEexN1VGMjl5rhEqjQ3ywFxJCvfkOhxC7o8OV6HAlR6DDlawfw9w+xlx1lW7wA4VUOsN4dLjSkCjdnziN6ABPTIzyg44FDhlO/SR6t1eNYRiG52gIIYQQy4x0uJKpTjuVfBwSLdqJU1mSqj8wiEo/3qLUaHGkpBHArdeHEEIIcSXG6jG9I9Vpp5KPQ6JFO3EqxnztE2Ut6OxzjZ3f9lZQ1oIupQbhvjJMjvbnOxxCCCHEYsY77b0j1Gmnko9Do5eGOJXxoT4YG+IFlVaHI9ea+A7HKXxrqBqTnRoGgYBSYwghhLge42J8qDrttw5XclRErodeGuJ0jCUNKUUG0OpY5BXTKaiEEEJcm3HR3qvWDfr9Xlq0j4heGuJ07jEsTo+WNJp+83ZXZypb0dqtgr+nGDPiA/kOhxBCCOHkVnrMCCei0kbUIXFatG/btg3x8fGQyWRIT09Hfn7+kG2PHj0KhmEG/CkpKeEcNBndJkX7IcJPhm6VFicMtcndlfHThoVJYRAL6XdsQgghrulWesxQG1F1/dqRgSx+afbs2YNnn30WL7/8MoqKijBnzhzk5OSgqqpq2H7Xrl2DXC43/UlISOAcNBndGIYxpYIY87ndEcuyOGgo9UgHKhFCCHFlI1WPUZrSY6h6zFAsXrS/8cYbeOqpp7BmzRokJydjy5YtiImJwdtvvz1sv9DQUISHh5v+CIX0+QcZWrahtOGh4gZotIPnv412l2sVqG3vhadEiDkJwXyHQwghhHA2UvWYXqoeMyKLTkRVqVQoLCzEiy++2O/x7OxsFBQUDNt36tSp6OvrQ0pKCn77298iKytryLZKpRJKpdL0tfGIV7VaDbXa/DKAxraW9HEm7hz/1CgfBHqJ0dqtxrFrDZjLw6KV79f/i6JqAMC8hGAIoYN6iM07Q+E7fmu5c/yu+pwJIWQoI6fHUE77SCxatDc3N0Or1SIsrP8BL2FhYaivHzyNISIiAtu3b0d6ejqUSiU++OADLFy4EEePHsXcuXMH7bN582Zs2rRpwOMHDx6Ep6enJSEDAPLy8izu40zcNf5UHwHyuwV4O/csuhL4u9vOx+uvY4HPCoUAGERp6pCbW8t5LHedP86CS/w9PT12iMS1WHKTxl6/4Fk7Ltf+lvQzt6057YZr4+q/RN+Jr+djj+vaYkwuY1g6T0132tXaQfuYTkQVcJ+nlsblDCyJk2FZ1uzkobq6OkRFRaGgoACZmZmmx//3f/8XH3zwgdmbS5ctWwaGYfDVV18N+v3B7rTHxMSgubkZvr6+5oYLtVqNvLw8LF68GGKx2Ox+zsLd4y+qascjfz8NT4kQp34zHx4O/vWbz9f/VHkrVr9/Fr4yEQp+Mx9SkeWfF7r7/OGbNfErFAoEBwejo6PDovc8V7Z161Zs3boVWq0WpaWl2L17N6ebNIQQ59SlBl4+q79X/JdZGtx+7IiOBZ47pf/e/2Zo4O16b/mc9fT04LHHHjPr/d6iO+3BwcEQCoUD7qo3NjYOuPs+nFmzZuHDDz8c8vtSqRRSqXTA42KxmNMPb679nIW7xj99bDBiAz1R1dqDo2WtuH9ypB2iGxkfr/83l/QbUO+dFAFvj4H/FizhrvPHWXCJ35WfL1fr16/H+vXroVAo4Ofnh+zsbLN/YbHXL3jWjsu1vyX9zG1rTrvh2rj6L9F34uv52OO6thiTyxiWztP939761HH+omx4S28tQXtVWuDUdwD0d9q5zlOuz4VPxhRwc1i0aJdIJEhPT0deXh5WrFhhejwvLw/Lly83e5yioiJERERYcmnihhiGwfIpkXjzcBm+LKrlbdHuaH1qLXIvywEAy6dE8RwNIfzg+suOPX5IWzuuI244mdvWnHbDtXH1X6LvxNfzscd1bTGmPf/diQUAwwAsC6hZpl+fThXbr52189SSuPhmSYwWLdoBYMOGDVi9ejUyMjKQmZmJ7du3o6qqCmvXrgUAbNy4EbW1tdi1axcAYMuWLRgzZgxSU1OhUqnw4YcfYu/evdi7d6+llyZuaPmUKLx5uAzHSpvQ2q1CoJeE75Ds7ui1RnT2aRDhJ8OMMXSgEiGEENfHMICHWIgelXZABRnjJlSpSNAvbYb0Z/GifdWqVWhpacGrr74KuVyOtLQ05ObmIi4uDgAgl8v71WxXqVT49a9/jdraWnh4eCA1NRX79+/H0qVLbfcsyKg1PtQbaVG+uFyrwP5LcqyeFcd3SHb3RVEdAOD+yZEQ0LsXIYSQUcK0aL+jVrtxES8TU73H4Vi8aAeAdevWYd26dYN+b+fOnf2+fuGFF/DCCy9wuQwhAIAHpkThcq0CXxbVjvpFe0evGodLGgFQagwhhJDRxcOwKL+z7GOf2rhop3qPw6FfaYjTu29SJBgGOHuzDdWto7sU3oHL9VBpdZgQ5o3kCB++wyGEEEJsxlgFbqj0GA9atA+LFu3E6YX7yZA5NggA8NWFOp6jsa8vzuvrsS+fEgWGodQYQggho8dQi3a6024eWrQTl/CAIVXky/O1sOBoAZdS39GHk+UtAOA2lXIIIYS4D+Od9J4hcto9KKd9WPTqEJdwz8RwSEQClDZ0oVjeyXc4dvH1hTqwLJARF4CYQDpUhhBCyOhiXLT3qjT9Hu+lO+1moUU7cQm+MjEWJoUC0N9tH41MqTFTaQMqIYSQ0efWon2o9Bhalg6HXh3iMpZP0aeMfHWhDjrd6EqRKWvsxJU6BUQCBvdOpIPHCCGEjD7GnPah02PoTvtwaNFOXMb8xFD4yESQd/ThdGUr3+HY1Jfn9Rts504IcYsDpAghhLgfT8Oive/OO+0aHQBKjxkJLdqJy5CJhViapr8LPZpSZFiWNS3ajZ8mEEIIIaONcVF+Z512utNuHlq0E5eyfKp+UfvNRfmAnDhXdaayDVWtPfCUCLE4JYzvcAghhBC78ByiegzltJuHXh3iUmbFByEuyBOdfZpRc7d918lKAPoyj54STocUE0IIIU7PY4j0GKoeYx5atBOXIhAw+MnMOADArpM3Xb5me6OiD99ergcArM6M4zkaQgghxH6MddgpPYYbWrQTl/NwRjSkIgGuyhU4V9XGdzhW+eh0NTQ6FulxAUiN9OM7HEIIIcRuhqoec2sjKi1Lh0OvDnE5/p4S04bNXSdv8hwNd2qtDrtP6+P/Kd1lJ4QQMsoZ76QPSI+hO+1moUU7cUk/zRwDAMi9JEdTp5LfYDjKu9qABoUSwd4S3JMWznc4hNhEdXU15s+fj5SUFEyaNAmffvop3yERQpzErTvt/U9ENW5EldKifVi0aCcuKS3KD1Nj/aHWsvj4dBXf4XBi3ID66PRYSEX0RkVGB5FIhC1btuDq1as4dOgQnnvuOXR3d/MdFiHECXgMVfJRbbzTTsvS4dCrQ1yWMaVk9+kqaLQ6nqOxTGlDJ06Vt0LAAI/NjOU7HEJsJiIiAlOmTAEAhIaGIjAwEK2to+swNEIIN0MdrkTpMeahRTtxWUsnRiDISwJ5Rx8OFTfwHY5FPjDk4i9OCUOkvwfP0RB3cvz4cSxbtgyRkZFgGAZffPHFgDbbtm1DfHw8ZDIZ0tPTkZ+fz+laZ8+ehU6nQ0xMjJVRE0JGA9lQddo1VPLRHFQUmrgsqUiIVdNjsO3oDew6eRP3GE5LdXadfWp8fq4GAPC4ITefEEfp7u7G5MmT8eSTT2LlypUDvr9nzx48++yz2LZtG2bPno13330XOTk5uHr1KmJj9Z8KpaenQ6kcuJfk4MGDiIzUbxJvaWnBT3/6U7z33nvDxqNUKvuNpVAoAABqtRpqtdqs52RsZ257c1k7Ltf+lvQzt6057YZrY6/XmC98PR97XNcWY3IZg8s8FTP6Ms29Km2/fsY77cbvc52nlsblDCyJkxbtxKX9eFYc3jl2AwU3WlDW2InxoT58hzSifUW16FZpMT7UG5njgvgOh7iZnJwc5OTkDPn9N954A0899RTWrFkDANiyZQsOHDiAt99+G5s3bwYAFBYWDnsNpVKJFStWYOPGjbjrrruGbbt582Zs2rRpwOMHDx6Ep6fnSE+nn7y8PIvaO2pcrv0t6WduW3PaDdfGXq8xX/h6Pva4ri3G5DKGJX1OF+QDEEGp0eGb/bkQMPrHFd1CAAzOnTmFcE/r56mlcfGpp6fH7La0aCcuLcrfAwuTw5B3tQEfnLyJTcvT+A5pWCzLmspUrp4VB4ZheI6IkFtUKhUKCwvx4osv9ns8OzsbBQUFZo3BsiyeeOIJLFiwAKtXrx6x/caNG7FhwwbT1wqFAjExMcjOzoavr69Z11Sr1cjLy8PixYshFovN6uOIcbn2t6SfuW3NaTdcG3u9xnzh6/nY47q2GJPLGFzm6T2LF+Dls8cBAPMXZcNbql+G/ubsIQA6LJh3N66e+Z7zPOX6XPhk/HTRHLRoJy7vp5lxyLvagL3navH8PUmmNwFndPJGC8oau+AlEeLBaVF8h0NIP83NzdBqtQgLC+v3eFhYGOrr680a48SJE9izZw8mTZpkypf/4IMPMHHixEHbS6VSSKXSAY+LxWKLf+By6eOIcbn2t6SfuW3NaTdcG3u9xnzh6/nY47q2GNPe/+58PKRgGIBlAQ0rgFgshk7Hok+tM33f3DFHauMqc9WSGJ13dUOImWaPC8bYYC+UN3dj37karHbiPHHjXfYV06LgI3P+NxPinu78BIhlWbM/Fbr77ruh01lfzYly2imn3Z4op936MbjMU41GAw+xED0qLRQ9ffCXCUz57AAgZHQjjkk57YS4MIGAwU9mxeHVb67iHycq8aMZsRAJna8wUmVzN/IMVW5+6sS/WBD3FRwcDKFQOOCuemNj44C777a2detWbN26FVqt/gc45bRTTrsjUE679WNYOk8FOn3++sHvjiLSC+hWA8bl6PdHj0DAUE77UGjRTkaFhzOi8ebh66ho7sZnhTV4dIbz1T5/Pa8UWh2LrMQQTAhz/g2zxP1IJBKkp6cjLy8PK1asMD2el5eH5cuX2/Xa69evx/r166FQKODn50c57ZTTbleU0279GFzn6Z+LT6KrvQ8Zs+7ClBh/yDv6gLPHIRYyWJK92Kp5yvW58Ily2onb8ZGJsT5rPH6/vxhbDl3HA1OjnKre6+XaDnx9oQ4MAzy/JInvcIgb6+rqQllZmenriooKnD9/HoGBgYiNjcWGDRuwevVqZGRkIDMzE9u3b0dVVRXWrl3r0Dgpp51y2h2BctqtH8PSeeoh0S891ToGYrEYalZf8tVDLDSNQzntg6NFOxk1fjIrDu+fqERtey/+WVCJX8wbx3dIJn86cA0AsHxyJFIizbt7SIg9nD17FllZWaavjZVbHn/8cezcuROrVq1CS0sLXn31VcjlcqSlpSE3NxdxcXEOjZNy2imn3Z4op936MbjOUw+xPn1V0auEWq1GZ8+tRbu189TSuJwB5bQTtyQTC/Hc4gn49acXsO3oDTw6IxZ+Hvz/ll1woxnHS5sgFjLYsDiR73CIm5s/fz5Ylh22zbp167Bu3ToHRaRHOe3W9aOcdm4op936MSydpz2dAgACnDxdCGU5i3IFAIigVfeZxqKc9sHRop2MKiumRmH78RsobejCO8du4Df38JuKwrIs/vit/i77YzNiERtk2SKEEHdBOe3c+lFOOzeU0279GFzn6ectl1CmaEZi6iQsTY/CiRstwJVCBPv5YPHi6ZTTPgxatJNRRShg8PySJDy96yzeP1GBJ+4agzBfGW/xHLhSjwvV7fCUCPHLBQm8xUGIq6GcdsppdwTKabd+DEvnqbdU31at03+t1unLycokIsppH4Hz1cUjxEqLkkORHheAPrUOf/3uOm9xaLQ6Uy77mrvjEeIz8AAZQgghxJ14SPRFInoM9dl71fr/ejhR8QhnRXfayajDMAx+c08SHnn3JPacqcbTc8YiPtjL4XHsPVeD8qZuBHiK8fTcsQ6/PiGujDai0kZUe6KNqNaPwXWeSoX6O+tdfSqo1Wp09aoAAFIRQxtRR0CLdjIqzYgPRFZiCI5ca8JrB69h62PTHHr9PrUWf8nT3+VfnzWeTj8lZAS0EdW6frQRlRvaiGr9GJbOU3mNfiPq1WtlyFWWolDOABCivaWRNqKOgBbtZNR64Z4kHC1twv6Lcqyd24GJ0X4Ou/auk5WoV/Qh0k+Gn8xybKk8QlwRbUTl1o82onJDG1GtH4PrPL2RX4XDdTcQHh2LpUtTUPt9BVB5HfGx0Vi8OJE2og6DFu1k1EqO8MUDU6Kwr6gWv/3iEj5ZmwmpyP45czdbuvHmYf3hNc8tnuBUhzwR4ipoIyptRHUE2ohq/RiWzlMvwyfPSg0LsVgMQ2o7vKS0EXUktBGVjGq/XpIIPw8xLtR04PffFNv9en1qLdZ+eA6dfRpMi/XHg9Oi7X5NQgghxFV4GjaiGjegGv8rc8BNNVdHd9rJqBbl74Etq6bgyZ1n8MGpm5gW548VU+2zkGZZFr/94jKK5QoEeUmw7cfpEAoYu1yLkNGONqLSRlR7oo2o1o/BdZ4a1uzoVur/jff06b8nEdJG1JHQop2MellJoXhmwXj87XAZNn5+CckRvkgKNy9X1hIfn6nGZ4U1EDDAmz+ainA//urDE+JqaCOqdf1oIyo3tBHV+jEsnafFLfqNp7X1zcjNzUVpuX5jalXFdeSpSs0ekzaiEjJK/b9FE1BU3Y78681Y+0EhvvrV3fC1YUWXizXt+N2XVwAAzy9Jwl3jg202NiHugDaicutHG1G5oY2o1o/BdZ56VrRjZ2kRPHz8sHTpLOR9chFoqsfktBQszoikjajDoEU7cQtCAYO/PjoVy978HpUtPfj1Jxfw7up0MIz16Stt3Sr8x4fnoNLqsDglDGvnUU12QqxFG1FpI6oj0EZU68ewdJ76eOgPGuxVayEWi6HUsgAAb5mENqKOgDaiErcR6CXBth9Pg0QowMGrDXj3eLnVY2p1LJ7dcx617b0YE+SJ1x+ZbJNfBAghhJDRyHjyaZ9aZ/ivYSOqmJakI6FXiLiVyTH++O9lKQCAP31bgv0X5ZzHUmt1+N/9xThW2gSZWIC3f5Ju05QbQgghZLQxVo/pUWkAAL2Gmo8eVB55RJzSY7Zt24Y///nPkMvlSE1NxZYtWzBnzpwh2x87dgwbNmzAlStXEBkZiRdeeAFr167lHDQh1vjxzFicu9mGz4tqsX73OXx7JRKvLEtBkLfU7DGu1HXg+U8v4qpcn4v2vw9MRHKE7Te3EuKuqHoMVY+xJ6oeY/0YXOepWKBPh+lRafXVYwyLd7HA+nlqaVzOwK7VY/bs2YNnn30W27Ztw+zZs/Huu+8iJycHV69eRWxs7ID2FRUVWLp0KZ5++ml8+OGHOHHiBNatW4eQkBCsXLnS0ssTYjWGYfCHlZMQ5ifD9uPl+PpCHU6UNWPT/am4b1LEsOktSo0WWw+XYdvRG9DoWPh7irHp/lQsnxLlwGdAyOhD1WOs60fVY7ih6jHWj2HpPO1SA4AISo0O3+zPRXObEACD84Wn0XXd/DGpeowZ3njjDTz11FNYs2YNAGDLli04cOAA3n77bWzevHlA+3feeQexsbHYsmULACA5ORlnz57Fa6+9Rot2whuJSIDf3JOEnLRwvPDZRZTUd+JXHxXhm4t1+J8H0hDqM7Bc4/nqdrzw2QWUNnQBAJZODMem+9MQ4mP+HXpCyOCoegy3flQ9hhuqHmP9GFznqYYV4OWz3wEAshZl48/FBUBfH7LmzEZSqCdVjxmGRYt2lUqFwsJCvPjii/0ez87ORkFBwaB9Tp48iezs7H6PLVmyBDt27NB/TOICLygZvSZF++OrX96NrUfKsPVIGQ5caUD+9WYEe0vBsix6eoR4rSQfDMOgpq0HOhYI9pbg1eVpWDoxgu/wCRm1qHoMVY9xBKoeY/0Yls5TmfDW0vPet06iXtEHAPD2kFL1mBFYtGhvbm6GVqtFWFhYv8fDwsJQX18/aJ/6+vpB22s0GjQ3NyMiYuDCR6lUQqlUmr42/hZiSY6jsf3t/3U1FL9jMAB+OT8ei5KC8eK+y7hS14mq1h7Td1uUvaa290+KwMtLExHoJXH65+Uqr/9Q3Dl+V33OhBAyEoGAwYQwb5Q2dKG2Xf/z1VsqQgQdSDgiThtR78z5ZVl22DzgwdoP9rjR5s2bsWnTpgGPc8lxBFwnr2koFL/jrIkF6oIBjW7g9zxFQKhHNU4dq3Z8YFZwpdd/MO4YvyU5joQQ4mr2rZuNaw2dpq/jAj3hIxPTDYsRWLRoDw4OhlAoHHBXvbGxccDddKPw8PBB24tEIgQFBQ3aZ+PGjdiwYYPpa4VCgZiYGItyHAHXy2u6E8XPL4qfX+4cvyU5joQQ4mq8pCJMiw3gOwyXY9GiXSKRID09HXl5eVixYoXp8by8PCxfvnzQPpmZmfj666/7PXbw4EFkZGQM+YNMKpVCKh24uc8ReYHOiOLnF8XPL3eM35WfLyGEEPuwOD1mw4YNWL16NTIyMpCZmYnt27ejqqrKVHd948aNqK2txa5duwAAa9euxVtvvYUNGzbg6aefxsmTJ7Fjxw589NFHtn0mhBBCRg2q00512u2J6rRbP4YzzlNL43IGdq3TvmrVKrS0tODVV1+FXC5HWloacnNzERcXBwCQy+WoqqoytY+Pj0dubi6ee+45bN26FZGRkfjb3/5G5R4JIYSYUJ126/pRnXZuqE679WM44zy15Fp8s2uddgBYt24d1q1bN+j3du7cOeCxefPm4dy5c1wuRQghxA1QnXZu/ahOOzdUp936MZxxnnJ9LnyyW512QgghxBGoTjvVaXcEqtNu/RjOOE8tjYtPlsQosGMchBBCCCGEEBugRTshhBBCCCFOziXSY4yHMVlau1itVqOnpwcKhcIlPiK5E8XPL4qfX+4cv/G9zvje5064vN/ba65YOy7X/pb0M7etOe2Ga+Pq/x7vxNfzscd1bTEmlzGccZ5yfS58suT93iUW7Z2d+lOzYmJieI6EEEIcp7OzE35+fnyH4VD0fk8IcUfmvN8zrAvcytHpdKirq4OPjw8YhjG7n/Ek1erqaotOUnUWFD+/KH5+uXP8LMuis7MTkZGREAjcK4uR6/v99OnTcebMGZvHY+24XPtb0s/ctua0G6qNq/97HIy95gwf17XFmFzGcLZ5CrjeXLXk/d4l7rQLBAJER0dz7u/r6+sSf3FDofj5RfHzy13jd7c77EZc3++FQqFd5om143Ltb0k/c9ua026kNq7+7/F29pozfFzXFmNyGcNZ5yngWnPV3Pd797qFQwghZFRav369U47Ltb8l/cxta047e72Ozoiv52qP69piTC5j0Dx1LJdIj+HKeEhHR0eHy/y2dTuKn18UP78ofkKcB81n4ipG81wd1XfapVIpfve730EqlfIdCicUP78ofn5R/IQ4D5rPxFWM5rk6qu+0E0IIIYQQMhqM6jvthBBCCCGEjAa0aCeEEEIIIcTJ0aKdEEIIIYQQJ0eLdkIIIYQQQpycyy3at23bhvj4eMhkMqSnpyM/P3/Y9seOHUN6ejpkMhnGjh2Ld955Z0CbvXv3IiUlBVKpFCkpKdi3b5+9wrco/s8//xyLFy9GSEgIfH19kZmZiQMHDvRrs3PnTjAMM+BPX18f7/EfPXp00NhKSkr6tXPW1/+JJ54YNP7U1FRTG0e9/sePH8eyZcsQGRkJhmHwxRdfjNjH2ea+pc/B2ea/pfE74/wnxFFWrFiBgIAAPPTQQ3yHQojJN998g8TERCQkJOC9997jOxyLudSifc+ePXj22Wfx8ssvo6ioCHPmzEFOTg6qqqoGbV9RUYGlS5dizpw5KCoqwksvvYRnnnkGe/fuNbU5efIkVq1ahdWrV+PChQtYvXo1HnnkEfzwww+8x3/8+HEsXrwYubm5KCwsRFZWFpYtW4aioqJ+7Xx9fSGXy/v9kclkvMdvdO3atX6xJSQkmL7nzK//X//6135xV1dXIzAwEA8//HC/do54/bu7uzF58mS89dZbZrV3trnP5Tk42/y3NH4jZ5n/hDjSM888g127dvEdBiEmGo0GGzZswOHDh3Hu3Dn88Y9/RGtrK99hWYZ1ITNmzGDXrl3b77GkpCT2xRdfHLT9Cy+8wCYlJfV77Be/+AU7a9Ys09ePPPIIe8899/Rrs2TJEvbRRx+1UdS3WBr/YFJSUthNmzaZvn7//fdZPz8/W4U4LEvjP3LkCAuAbWtrG3JMV3r99+3bxzIMw1ZWVpoec+TrbwSA3bdv37BtnG3u38mc5zAYPuf/7cyJ39nmPyGOduTIEXblypV8h0EIy7Ise+LECfaBBx4wff3MM8+wu3fv5jEiy7nMnXaVSoXCwkJkZ2f3ezw7OxsFBQWD9jl58uSA9kuWLMHZs2ehVquHbTPUmFxxif9OOp0OnZ2dCAwM7Pd4V1cX4uLiEB0djfvuu2/AnUhbsCb+qVOnIiIiAgsXLsSRI0f6fc+VXv8dO3Zg0aJFiIuL6/e4I15/SznT3LcVPue/NZxh/hNyO3NSvSxNRSXE3qydt3V1dYiKijJ9HR0djdraWkeEbjMus2hvbm6GVqtFWFhYv8fDwsJQX18/aJ/6+vpB22s0GjQ3Nw/bZqgxueIS/51ef/11dHd345FHHjE9lpSUhJ07d+Krr77CRx99BJlMhtmzZ+P69eu8xx8REYHt27dj7969+Pzzz5GYmIiFCxfi+PHjpjau8vrL5XL8+9//xpo1a/o97qjX31LONPdthc/5z4UzzX9CbjdSqpc5qYTp6elIS0sb8Keurs5RT4O4GWvnLTvIWaIMw9g1ZlsT8R2Ape58gVmWHfZFH6z9nY9bOqY1uF7ro48+wiuvvIIvv/wSoaGhpsdnzZqFWbNmmb6ePXs2pk2bhjfffBN/+9vfbBe4gSXxJyYmIjEx0fR1ZmYmqqur8dprr2Hu3LmcxrQW12vt3LkT/v7+eOCBB/o97ujX3xLONvet4Szz3xLOOP8JAYCcnBzk5OQM+f033ngDTz31lOkmxZYtW3DgwAG8/fbb2Lx5MwCgsLDQIbESYmTtvI2Kiup3Z72mpgYzZ860e9y25DJ32oODgyEUCgfcgWpsbBxwp8ooPDx80PYikQhBQUHDthlqTK64xG+0Z88ePPXUU/jkk0+waNGiYdsKBAJMnz7d5ncarYn/drNmzeoXmyu8/izL4h//+AdWr14NiUQybFt7vf6Wcqa5by1nmP+2wtf8J8RctkglJMTRzJm3M2bMwOXLl1FbW4vOzk7k5uZiyZIlfITLmcss2iUSCdLT05GXl9fv8by8PNx1112D9snMzBzQ/uDBg8jIyIBYLB62zVBjcsUlfkB/h/GJJ57A7t27ce+99454HZZlcf78eURERFgd8+24xn+noqKifrE5++sP6EsnlpWV4amnnhrxOvZ6/S3lTHPfGs4y/22Fr/lPiLlskcoJ6PdmPPzww8jNzUV0dDTOnDlj61AJMTFn3opEIrz++uvIysrC1KlT8fzzz5tuYrkMHja/cvbxxx+zYrGY3bFjB3v16lX22WefZb28vEzVPF588UV29erVpvbl5eWsp6cn+9xzz7FXr15ld+zYwYrFYvazzz4ztTlx4gQrFArZP/zhD2xxcTH7hz/8gRWJROypU6d4j3/37t2sSCRit27dysrlctOf9vZ2U5tXXnmF/fbbb9kbN26wRUVF7JNPPsmKRCL2hx9+4D3+v/zlL+y+ffvY0tJS9vLly+yLL77IAmD37t1rauPMr7/RT37yE3bmzJmDjumo17+zs5MtKipii4qKWADsG2+8wRYVFbE3b94cNHZnm/tcnoOzzX9L43e2+U/IYHBHJaTa2loWAFtQUNCv3e9//3s2MTHRwdERMjh3nbcutWhnWZbdunUrGxcXx0okEnbatGnssWPHTN97/PHH2Xnz5vVrf/ToUXbq1KmsRCJhx4wZw7799tsDxvz000/ZxMREViwWs0lJSf1+qPIZ/7x581gAA/48/vjjpjbPPvssGxsby0okEjYkJITNzs4eMGn5iv+Pf/wjO27cOFYmk7EBAQHs3Xffze7fv3/AmM76+rMsy7a3t7MeHh7s9u3bBx3PUa+/sXzgUHPBFea+pc/B2ea/pfE74/wn5E53Ln6USiUrFArZzz//vF+7Z555hp07d66DoyNkcO46bxmWHWQ7LSGEEEJGPYZhsG/fvn6b7GfOnIn09HRs27bN9FhKSgqWL19u2ohKCJ/cdd66XPUYQgghhHDX1dWFsrIy09cVFRU4f/48AgMDERsbiw0bNmD16tXIyMhAZmYmtm/fjqqqKqxdu5bHqIm7o3kL0J12QgghxI0cPXoUWVlZAx5//PHHsXPnTgD6Q2r+9Kc/QS6XIy0tDX/5y1/6lSolxNFo3tKinRBCCCGEEKfnMiUfCSGEEEIIcVe0aCeEEEIIIcTJ0aKdEEIIIYQQJ0eLdkIIIYQQQpwcLdoJIYQQQghxcrRoJ4QQQgghxMnRop0QQgghhBAnR4t2QgghhBBCnBwt2gkhhBBCCHFytGgnhBBCCCHEydGinRBCCCGEECdHi3ZCCCGEEEKcHC3aCSGEEEIIcXL/HxpN3cMUiwF6AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t = np.linspace(0.0, 1.5, 50)\n", "v = 1 + np.sin(2*np.pi*t)\n", "\n", "fig = plt.figure(figsize=(9,3))\n", "ax = fig.add_subplot(1,2,1)\n", "ax.plot(t, v)\n", "ax.grid(True, which='both');\n", "\n", "ax = fig.add_subplot(1,2,2)\n", "ax.plot(t, v)\n", "ax.set_xscale('log')\n", "ax.set_yscale('log')\n", "ax.grid(True, which='both');" ] }, { "cell_type": "code", "execution_count": 236, "id": "ba6435eb-731e-4b15-af4a-b7b446a8b2bc", "metadata": {}, "outputs": [ { "data": { "image/png": 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42osgIpg0NDQQHR3NqlWrOr1+0KBBrFq1iiNHjrBz506Cg4OZPn065eXlHW539913U1xc3P7xn//8p8P1d9xxB3//+9/54osvePXVVzu8y3w+DAYDy5cvZ8SIEXh6epKZmclrr70m2ldeAKKjo/nll1/YtGkTGzduJDo6WrZ67wMHDvDuu+8yfPjw0667/PLLO3yvb9q0qcP19913H7fccgvfffcd33//Pbt27ZJlzr1N9PQRBEHoglaDkTd+y+Kt4yokdIS627PyhhiG+jlZempCHzNjxgxmzJhxxutvvPHGDp8vX76cNWvWcPjwYS655JL2y+3s7PD29j7j4zQ2NjJy5Eg8PT1xcXGhvr7+vOeemZnJggULyM/P56uvvuKKK64478cU+p7Jkydz8OBBnnzySaZMmcL999/PCy+8gEajMct49fX13HTTTbz33nu8+OKLp11vY2Nz1u/1mpoaYmJiGD58OL6+vu2HM/Y3YqVbEAThHAprmpj/7l5WbctGQsE1I/34/oHxInAL562lpYV3330XJycnoqOjO1z32Wef4e7uTlRUFI8++ih1dXUdrn/mmWeIjIzEycmJMWPGMGTIkB7Pw2g08vrrrzNixAhCQkI4evSoCNwXOGtra5YtW8bWrVv54YcfGDFiBPv37zfLWPfddx+zZs1i2rRpnV6/bds2PD09GTRoEHfffTdlZWUdrn/hhRe49NJLsbOzQ6lUctlll5llnuYmVroFQRDO4uejxTz+zWG0za3Y26iYF9jC3+dGYWUlfn0KPffDDz8wf/58Ghsb8fHxYcuWLR1Ob7zpppsICQnB29ubo0ePsnTpUg4dOtShBe+dd97J/PnzaWlpwcXFpcdzycrK4rbbbiMvL48vvviCK6+88ryem9C/jB49mtTUVJYuXcqkSZN48MEHef7553tt1fvLL7/k4MGDHDhwoNPrZ8yYwbXXXktQUBA5OTn8/e9/Z+rUqSQnJ7ef2TJz5kzKy8vRarV4eHj0yrwsQax0C4IgdKJZb+Cpb4+wcO1BtM2tRAc4s3HRWGLdu3ekuyB0ZsqUKaSmprJ7924uv/xyrrvuug6re3fffTfTpk1j6NChzJ8/n2+++YZff/2VgwcPdnicts2YPWE0GlmxYgXR0dEEBwdz7NgxEbgvUtbW1vz73/9m27ZtfP/998TExJwxJHdHQUEBDz30EGvXrj1jiL/++uuZNWsWQ4cOZfbs2fz000+cOHGCH3/8scPtbGxs+nXgBhG6BUEQTpNRUseVq3by2T7TxrSFkwbyzcKxBIre20Ivsbe3JywsjDFjxrBmzRrUajVr1qw54+1HjhyJlZUVmZmZvTJ+dnY2kyZNYtmyZXz++ed89tlnODmJcqmLXduq94wZM5g4cSJPPPEELS0tPX685ORkysrKiI2NRa1Wo1arSUxMZOXKlajVagwGw2n38fHxISgoqNe+1/sSEboFQRD+IEkSa/fmceWqnZworcfDwYZP7xzFEzMGi97bgllJkoROpzvj9ceOHUOv1+Pjc/6nnP7666/Exsbi6+vLsWPHmDNnznk/pnDhsLa2Zvny5WzdupVvv/2WqVOnntZZp6suueQSjhw5QmpqavtHXFwcN910E6mpqahUqtPuU1lZSUFBQa98r/c1oihREAQBqGls4Yl1R/j5WAkAkwZ58O/ronEfYGPhmQn9TX19PVlZWe2f5+TkkJqaiqurK25ubrz00ktceeWV+Pj4UFlZydtvv82pU6e49tprATh58iSfffYZM2fOxN3dnePHj/PII48QExNDQkJCj+clSRIrV65k6dKlvPjiiyxZsuS8n6tw4RozZgwHDhzgmmuuITY2lu+///60zb7n4uDgwNChQztcZm9vj5ubG0OHDqW+vp7nnnuOefPm4ePjQ25uLk8++STu7u7MnTu3N59OnyBCtyAIF70DuVU89EUKRbXNWKkU/N/lg7kjIQSlUmHpqQn9UFJSElOmTGn/vC3c3nbbbaxevZr09HQ+/vhjKioqcHNzIz4+nh07dhAVFQWYVhp/++033njjDerr6wkICGDWrFk8++yzna4MdoVOp2PRokV89913fPvtt/22+4MgL0dHR37++WceeeQREhIS+Pjjj3v1RHGVSsWRI0f45JNPqKmpwcfHhylTpvDVV1/h4ODQa+P0FSJ0C4Jw0TIYJVb9nsUbv53AKEGwmx1v3jCSYf6itlXoucmTJyNJZ95wu379+rPePyAggMTExF6bT1lZGVdddRXV1dXs2bOH8PDwXnts4cKnVCp5/fXXGT58OLfddhtHjhzhmWeeQansWcndn08tt7W15ZdffumlmfZ9InQLgnBRKq5t4qEvU9mfUwXA1TF+vHDVUAbYiF+LwoUjNTWVK664gqFDh7J582YGDBhg6SkJ/dTtt9/O4MGDmTdvHocPH+bTTz/F3t7e0tPqV8TOIEEQLjqbj5Uw440d7M+pwt5axfLroll+/QgRuIULytdff01CQgLXX389mzZtEoH7TyRJorW1lZaWFpqbm2lqaqKpqQmA5uZmdDodLS0tGI1GC8+0bxk7diwHDhwgLy+PsWPHkpeXZ+kp9SviL4wgCBeNZr2BVzal8fEe0x+KYX5OvHlDDMHuYrVGuHAYjUaeffZZXn/9dd566y0WLFhg6SnJSpIkmpqaqK+vbw/Qzc3Np/27s3Z1AL///nuHz62trbGxsUGj0bR/tH1ua2uLg4MDVlZWcjy1PsHPz4/du3dz6623MnLkSDZs2MCECRMsPa1+QYRuQRAuClllddz/eQrpJaajtO+eEMJjlw3GWi3e8BMuHAaDgdtvv53ffvuN3377jdGjR1t6SmbVFrBramqoqamhtraWmpoaWlpasLe37xCSnZ2dTwvNSqUSpVKJQqGgtbWVTZs2MWPGDFQqVftqeFtI/3Nor6ura18h1+l02Nvb4+zs3P7h5OR0QQdxGxsbvvrqK1588UUuu+wyvvjiC9F6sgtE6BYE4YImSRJfHSjgue+P0aw34j7AmmXXRjM5wtPSUxOEXqXX67nlllvYv38/O3fuJCQkxNJT6nWSJFFTU0NpaSlVVVXU1tai1+txcHDA2dkZLy8vIiIicHR0RK3uWcRRKBTtXWLUavU5j0Nvbm5uD/yVlZWcPHmS5ubm9iDu7u6Ol5cXtra2PZpPX/b000/j4+PDDTfcwEcffcR1111n6Sn1aSJ0C4Jwwapt0vPkt0f48XAxABPC3fn3ddF4Opz9j6gg9DctLS1cd911HDt2jMTERAICAiw9pV5jMBgoLy+npKSEkpISDAYDXl5e+Pj4MHjwYJycnHrcSrE3aDQavL298fb2br+subm5fdW9oKCAw4cP4+Tk1H47R0dHFIoLoyXpnXfeiUajYcGCBbS0tHDzzTdbekp9lgjdgiBckJLzqnnwixQKa5pQKxU8dlkEd08IFb23hQtOc3MzV199NTk5OezYsaND+OuvmpubKS0tpaSkhPLycmxsbPD29iY2NhY3N7cet6uTS1sZS9vKu06na38+mZmZWFtbt79wcHNzs+iLht5w0003YW1tzYIFC2hsbOSee+6x9JT6JBG6BUG4oBiMEqsTT7J8ywkMRolAVztW3hDDiABnS09NEHqdTqfjqquuIi8vj59//rlfB26j0UhZWRl5eXmUlpbi7OyMt7c3kZGRODg49OuVYRsbGwIDAwkMDMRgMFBZWUlxcTGpqakYDAYCAgIICgrq1wfCXHvttTQ2NrJo0SKUSiV33XWXpafU54jQLQjCBaNU28zDX6Wy+2QlAFdG+/LS3KE4aC7cDU3CxUuv13PdddeRn5/PBx98QFpaGq6urv0uuDU3N5Obm9vefi4oKIhhw4ZhZ2dn4ZmZh0qlwtPTE09PTyRJorKykry8PLZt24azszPBwcH4+fn1+dX8v8rJycHd3Z0PPviAO+64A1tbW2666SZLT6tPEaFbEIQLwm9ppTz69SGqG/XYWat4/sooron179erY4JwJq2trdx4442kpaWxfft2vLy8SE9PZ9euXSQkJPSL4F1dXU12djZFRUV4eHgQHR2Np6dnvwub50OhUODu7o67uzvDhg2joKCAjIwMjh07RkhICMHBwdjY2Fh6mueUk5PD8ePHGTt2LK6uriiVSm677Tasra259tprLT29PkOEbkEQ+jVdq4F//pTOh7tyAYjydWTlDTEM9BAHgQgXJqPRyIIFC0hOTmb79u3tJSWDBw8G6PPBu7KykuPHj1NbW0tgYCBTpkwRB/dg6gc+cOBAQkNDKS0tJTs7mxMnThAYGEhERMQ5u6hYyl8DN5hKTXQ6Hbfddhs2NjZceeWVFp5l3yBCtyAI/dbJ8noe+DyF48VaAG5PCOaJGYOxUffvTUmCcDaPPfYY27dvJzExEX9///bLFQpFnw7etbW1pKWlUVlZSVhYGGPGjLmge1n3lEKhaO9yotVqSU9P59dff2XgwIGEhYX1qa9ZZ4G7zc0334xOp2P+/Pn89ttvjB071kKz7DtE6BYEod+RJIlvkk/x7MZjNLYYcLW35rVrhnNJpJelpyYIZvXxxx/z3nvvsX379k77cPfF4N3Y2EhaWhpFRUUEBwcTExPTL0om+gJHR0dGjRpFVVUVx48fJzc3l/DwcEJCQize8eRsgbvNnXfeSV5eHnPmzOHgwYMdXiRejEToFgShX6lr1vPUt0fZeKgIgHED3Xj9+hF4OfbNt14Fobfs3buXe++9l48//pgRI0ac8XZ9JXjrdDpOnDhBbm4ufn5+XHLJJRfs5khzc3V1JSEhgbKyMo4fP052djaDBw8mICDAIvtWuhK42zz33HMcPXqUK6+8kp07d17U3wMXz24FQRD6vdSCGmau3MHGQ0Wo/ui9/emdo0XgFi54p06dYs6cOTzyyCNd2pjWFryDgoLYtWsXdXV1MszSRJIkTp48ya+//kpDQwOTJk1i5MiRF3XY6g0KhQIvLy8mT55MZGQkGRkZbN26lerqalnn0Z3ADaBUKlm7di1Go5E77rgDSZJkmGXfJFa6BUHo84xGiXd3ZLPslwxajRJ+zrasvCGG2CAXS09NEMyuqamJK6+8koSEBJ5//vku388SK9719fWkpqbS1NTEqFGj8PDwMOt4TS0G8qsaKatrprxOR1mdjjKtjrpmPbpWI816A7pWI7pWA1YqJTZqJTZqFTZqJbbWKjwcbPBwsMHTQYOLrYp6vVmn2ysUCgUBAQH4+fmRlZXFrl27CA0NJSIiwuwlJ90N3G3s7Oz4/vvviY+P55VXXuHJJ5804yz7LhG6BUHo08rqmnnkv4fYkVkBwKzhPrw8dxhOtn1nM5EgmIskSdxxxx0YjUbWrl3b7XZ6cgVvSZLIzs4mLS2NwMBAxowZg1rdexHDaJTIrqgnJb+GzLJ6MkvryCyrp7Cmid5dOFWz7PhWwjwH/PHhQEygM1G+jn1ug7ZSqWTQoEF4e3tz8OBBSkpKiImJwcXFPIsRPQ3cbQICAvj666+5/PLLGTp06EXZ0USEbkEQ+qxtGWU88t9DVDa0oLFS8tzsKK6Pt0wNoyBYwquvvsrWrVvZt29fj8szzB28GxoaSElJoampidGjR/fK6narwUhqQQ37cqpIzqvmYH41NY2dL0M7atR4O2nwdNDg6WCDh6MNTrZWaNQqbKyUaNQqrNVKDEYJXesfK996I3W6VsrrdH98NFOqbaZEq6O6Uc+B3GoO5P6vbMNarWS4nxOxQS6MC3NndIgrGqu+EcIdHR2ZOHEimZmZZlv1Pt/A3WbChAksX76cm266ib179xIVFdVrc+wPROgWBKHPaWk18tov6by3IweAwd4OrLoxhjDPvtP+TBDM7YcffuAf//gHP/30E0FBQef1WOYI3pIktYexgICA817drm3Us+1EGVvTy9h2ovy0kK2xUjLc35khPo7tK9HhngNwG9A7nVD0ej0bvt9EeOx48qqbOVlWz/FiLQfza6hqaCEpr5qkvGr+sz0bWysV48PdmTrYk0sGe+Jp4X0lSqWSiIgIvL29SUlJ6dVV794K3G3+9re/cfjwYa644gqSkpJwc3M778fsL0ToFgShT8mpaODBL1I4UlgLwG1jg1g6M7LPrCoJghyOHz/OjTfeyPLly5k4cWKvPGZvBm+9Xs/Bgwepra09r9XtphYDm4+XsP5gITuzKjAY/1cr4mRrRUKYG3FBrsQGuTDE1xErlXn7P1irTAdsjQj6XxCUJImcigaS86o5kFtF4olySrU6thwvZcvxUpQKSAhz5+qRflwW5Y2dteWilZOTU4dV76ioqE5bS3ZVbwfuNitXriQtLY158+axZcuWPtV73JxE6BYEoc9Yf/AUf99wlIYWA852Vvxr3nCmR3lbelqCIKuWlhauv/565s+fz9/+9rdefezeCN4NDQ3s27cPjUbD5MmTsba27tb9JUniQG413yQXsOlICfW61vbrBnkNYOpgLy6J9CQmwBm1mUN2VygUCkI9BhDqMYBr4wKQJIljRVp+Ty/jt/QyDhXUsCOzgh2ZFdhZH2XGUB9uTwhmqJ+TRebbturt5ubGgQMH0Gq1DBs2rNv7AcwVuAFUKhXr169n5MiR/POf/+Tvf/97rz5+XyVCtyAIFleva+WZDUdZn1IIwOgQV1bMH4GPk62FZyYI8nvxxRfR6XSsXLnSLI9/PsG7vLycAwcOEBAQQFRUVLeCnK7VwPeHivlgZ077KbIA/i62XB3jx1UxfoR69P3j4BUKBUP9nBjq58SDl4STV9nAtymFfJtSSF5lI+sOnmLdwVOMCnHljoQQLh3ihUop/z4Ud3d3Jk2axL59+9izZw9xcXFdPpTInIG7jbOzM++//z6zZs1izpw5DB8+3Czj9CUidAuCYFFHTtXywBcHya1sRKmAxdMGcd+UMIv8kRIES0tJSeG1115j8+bNaDTmqxPubvCWJInc3FyOHTvGsGHDulVjXtPYwid78vh0bx7ldTrAVJ89J9qPq0f6ER/sirIf/7wHudmzeNogHroknOS8atbuzeOHw8Xsz6lif04Vga52PDA1jLkxfrKv3NvZ2TFhwgQOHjzI9u3bGT16NI6Ojme9jxyBu83UqVO59dZbufXWWzlw4MAFX2YiQrcgCBZhlGDNrlz+vSUTvUHC10nDGzfEEB9s3l/ygtBXtbS0cMstt3DXXXcxYcIEs4/X1eBtNBo5cuQIxcXFjB07tssb3+qa9azZmcOaHTnU/VFC4u2o4dZxQdw4KhBnu+6VpfR1CoWCuGBX4oJdeWJGJJ/uzeWzffnkVzXy2DeHeSfxJA9PG8SsYT6yvshQq9XEx8eTkZHBjh07GDlyJD4+Pp3eVs7A3eb1119n+PDhvPLKKzzzzDOyjGkpInQLgiC7inod76YrSas5AcDlUd68Om84TnYX9iqHIJzNCy+8gF6vZ9myZbKNea7grdfr2bdvH62trUycOLFLbQubWgx8sieX1Yknqf6jA0mkjyMLJ4Uyc5iP2TdD9gXeThoeu2ww908J55M9ubyTeJLs8gYe+CKFd7ad5Pk5UbIuMLT9Pzs6OpKcnExERATh4eEdbmOJwA2m1fj333+fGTNmcNVVV13QZSYidAuCIKsdmeU8/FUqFfWm0+GemT2EG0cFit7bwkUtOTmZf//732zZsqXLdbe95UzBu6WlhT179mBtbd2ldoCSJLHpSAn/+OE4JdpmAEI97Fly6SBmDpV3dbevsLVW8bdJA7lxdCAf7Mzl/R3ZHC/Wcu3qPVw90o+lMyLxcJDv/9vX1xc7Ozv27NmDwWAgIiIChUJhscDdZvLkydx2220XfJmJCN2CIMhCbzCybHMG/0nMBsDbVmLNnaOJ8hflJMLFTafTceutt3L33Xczfvx4i8zhr8E7Pj6eI0eOYGtrS1xc3DkPWjlZXs+z3x1jZ5bp5Fg/Z1sWTwu3SB1zX+SgseKhaeHcMjaI135J58sDBaw/WMiW46U8fvlgbh4t38KDs7MzCQkJ7N69G6PRiEajIS0tzWKBu83y5csZPnw4L7/8Ms8++6zF5mFOInQLgmB2+ZWNPPBlCocKagC4Id6fkYpcBnmJw24E4YUXXsBgMPDaa69ZdB5twbu1tZVdu3bh4eFBfHz8WTuUNOsNvPl7Ju9uz0ZvkLBWK1k0eSALJw0UvfU74WpvzStXD+e6uACe+e4YRwpr+fuGo2w5Xspr1wzHS6ZDdhwdHRk/fjzbt2+ntbWVhIQEiwZuOL3MJDo62qLzMQfx8lMQBLP6LrWQmSt3cKigBkeNmnduGskLVw7BWvw9FgSSkpJYvnw5a9askb2spDN6vZ6Kigrs7e2pqamhoaHhjLc9WljLlat28tbWk+gNElMiPNjy8EQWTxskAvc5xAS6sOG+BJ65Ygg2aiXbT5Qz/fXtfH+oSLY5lJeXYzQasbKyorS0FEmSzn0nM5s8eTK33347t956K3q9/tx36GdE6BYEwSwadK089vUhHvoylXpdK/HBLvy0eCIzhnW+a14QLjYGg4Hbb7+de+65h4SEBEtPB71ez549e7Czs2Py5MkEBweza9cu6urqOtzOYJR4a2sWc9/exYnSetwHWLP65lg+WBBPkJu9hWbf/6iUCu4YH8KPD45nmJ8TtU16HvgihaXrj6BrNZh17LYa7nHjxjF+/Hjy8/M5ceKEWcfsquXLl9PY2CjrhmK5iNAtCEKvO1pYy+xVO/k6+RRKBTx4SThf3D0GP2dx2I0gtPnss8+oqqrilVdesfRUMBgM7N27F2tr6/Ya7sGDBxMUFNQheBfWNHH9f/bw2i8Z6A0Sl0V58cviiVw+1LtfbYaWJAm9Xo9Wq6WqqorKykoqKysBqK6uprq6moaGBgwG84ZfgDBPB9YvGscDU8NQKOCL/fnMf3cvJbXNZhnvr5smHRwcGDduHNnZ2WRlZZllzO7QaDQsW7aMV155pf3/5EIharoFQeg1kiTx4a5c/vlTOi0GI96OGlbMH8GY0K719RWEi4VOp+Ppp5/m8ccf71IbPnOSJInU1FQkSWLUqFHtmyb/urnSyi+KxzakU9XQwgAbNc9dGcW8kX59Omw3NzdTU1NDTU0NdXV1NDc3t38YjUZUKhVqtbpD3XpKSgqSJNHS0oIkSVhZWaHRaLCxscHOzg4nJyecnZ1xdHQ8Z0eXrrJSKXlkegQjg1x46IsUUvJruOLNnay+eSRxvdha8ExdShwdHRk7diw7d+7EwcEBLy+vXhuzJ+bMmcOwYcN4+eWX+fe//23RufSmbn+3bN++nddee43k5GSKi4v59ttvueqqq854+23btjFlypTTLk9LS2v/YRYEof+rrNfx2DeH+T29DIBLh3jxr3nDcbG/sA7AEITe8Pbbb6PRaLj//vstPRVOnjxJRUUFkyZNOq1LiUKhICIigvXHaljz2WGMQJSvI6tvjiXA1bIvFv5KkiS0Wi2lpaVUVVVRU1ODTqdjwIABODs74+zsjK2tLTY2Nmg0GjQaDWq1uv1Fg16vZ9OmTUydOhUrKyskSUKn06HT6dqDemNjI6WlpZw4cQKdToeDgwPOzs64u7vj5eV13nX5UyI8+f6B8fzt02TSS+q48f19vHlDDJdFeZ/31+dcbQGdnZ2JiYkhKSmJiRMnnvWEUjn885//ZPr06Tz00EMEBgZadC69pduhu6GhgejoaG6//XbmzZvX5ftlZGR0OHrUw8Oju0MLgtBH7c6qYPFXqZTV6bBWK3l6ViS3jAnq0ytggmApWq2WF198kZUrV56zFZ+5lZaWkp6eTkJCQqfHzjfrDTz2zWG+P1QFwGgvBatuHoZHHwncRqORiooKSkpKKCkpoaWlBU9PTzw8PAgPD8fR0bHHPZ8VCkV7OHdycupwnSRJHVbRc3JySE1NxcXFBW9vb7y9vRkwYECPfgcGudmzftE4HvoylS3HS7l3bTL/uGooN40O6tHzgK4ffOPn54dWq2Xfvn1MnDgRa2vLLZpMmDCBKVOm8Mwzz/DRRx91eptXXnmF9evXk56ejq2tLePGjePVV18lIiLirI+dmJjIkiVLOHbsGL6+vjz++OMsXLjQDM+io26H7hkzZjBjxoxuD+Tp6Ymzs3O37ycIQt+lNxhZ8esJ3t52EkmCMM8BvHlDDJE+jue+syBcpF577TWCgoK44YYbLDqPuro6kpKSGDFiBC4uLqddX9PYwl0fJ5GUV41aqeCpWZGMdmkief/eMx4ZLwdJkqipqSEvL4/CwkLUajXe3t5ER0fj7u4uywsZhUKBra0ttra2+Pj4EBkZSXNzMyUlJe0vZOzs7AgMDCQgIKDTFzRnY2dt6vT09++O8sX+Ap769igVdS08NC383Hf+i+4efDN48GC0Wi1JSUmMGTPmrC0jze3VV18lPj6exx9/nCFDhpx2fWJiIvfddx/x8fG0trby1FNPMX36dI4fP469feebenNycpg5cyZ33303a9euZdeuXSxatAgPD49uLSb3hGw13TExMTQ3NzNkyBCefvrpTktO2rS9ndNGq9UCprd+utNCpu22/a3tjJi3/Prr3C0571PVTSz5+jApBbUAXB/nx5MzIrCzVp9zPuLr3bVxhAtPaWkpy5cvZ/369RYNMy0tLezbt4+QkBD8/f1Pu76oponbPthPZlk9Dho1794Sx9iBbkiShEKh6PTIeHMzGAycOnWKnJwc6uvr8ff3Z+zYsbi4uPSJd9U0Gg3BwcEEBwfT2tpKSUkJeXl5pKen4+PjQ2hoaLfmqlYpeXnuMDwcNKz8LZPXfz2B4o+N6V3Vk5MmFQoFI0eOZMeOHRw7doxhw4Z1ebzeNmzYMObOncsTTzzBxo0bT7v+559/7vD5hx9+iKenJ8nJyUycOLHTx1y9ejWBgYGsWLECgMjISJKSkli2bJnZQ7dCOo/GjAqF4pw13RkZGWzfvp3Y2Fh0Oh2ffvopq1evZtu2bWf8gjz33HM8//zzp13++eefW3zDiSAIkFKp4KuTSpoMCmxVEteHGolxt3yP1wtFY2MjN954I7W1tR3K8oT+77777uPYsWNs27bNYnMwGo3s3bsXlUrFqFGjTguBmaV13PrBfoprm/FytOHjO0Yx2Pt/34eSJJGenk5eXp4swbu1tZXs7GxOnjyJtbU1oaGhBAQE9NomxjZtNd0zZ87s1WPI6+vrycnJIT8/nwEDBjB48GA8PT279ULh3e0neXlTOgBPzBjMwkkDz3mf8z3avaGhgcTERKKioggK6nlpy/nKy8sjMjKSX3/9lXHjxp31tllZWYSHh3PkyBGGDh3a6W0mTpxITEwMb7zxRvtl3377Lddddx2NjY1mPYLe7KG7M7Nnz0ahUHT6qgU6X+kOCAigoqKiW3+A9Ho9W7Zs4dJLLzXrF7G3iXnLr7/OXe55N7UYeHFTOv9NLgRgRIATr187HH+X7rUCFF/vs9Nqtbi7u4vQfYE5efIkUVFRbN++nVGjRllsHunp6RQWFjJx4sTTvo+PF2m58f291DTqGehhz8d3jMLf5fTFLjmCt9FoJD8/v71eNzIyEg8PD7OtapsrdP/58fPy8jhx4gROTk5ERkZ2Kwy/tTWL137JAODZ2UO4PSHkjLc938Ddpry8vL2+25K/ixYtWsThw4fZsWPHGf//JUlizpw5VFdXs2PHjjM+1qBBg1iwYAFPPvlk+2W7d+8mISGBoqIifHzMd5aERVoGjhkzhrVr157xehsbm053AFtZWfXoB6Gn97M0MW/59de5yzHvtGItD3yRQlZZPQoFLJo8kMXTBmGl6vlb5OLrfebHFy48Tz/9NJdffrlFA3dtbS1ZWVmMHz/+tO+zE6V13LxmHzWNeqIDnPloQfwZuw/9tZ1gbwZvSZIoKioiLS0NgOHDh+Pj49MnSkjOh5WVFWFhYQQFBZGVlcXu3bvx9PQkMjKyS1+7+6aE0dJq5I3fMnnhh+P4ONly+dDTu5r0VuAGU9OL0NBQDh48yMSJEy1WEvWPf/yDsLAwNm3axKxZszq9zf3338/hw4fZuXPnOR/vr99LbevP5v4es8hXLyUlxayvJARB6D2SJPHJnlzmvLWLrLJ6PB1s+OzO0Tx22eDzCtyCcDE5evQo3377La+++qrF5mA0Gjl48CBhYWGnNTbIKqvnxvf2UdXQwjA/Jz65Y9Q52322Be+/HqBzPhoaGti9ezdHjx4lLCyMqVOn4uvr2+8D959ZWVkRGRnJtGnTsLGxYdu2bRw/frxLB/EsnhbOLWOCkCRY/FUKhwpqOlzfm4G7TUREBEajkczMzF55vJ5wc3Pjvvvu48knn+z0uPoHHniAjRs3snXr1k73KPyZt7c3JSUlHS4rKytDrVbj5mbeMyW6/Rezvr6e1NRUUlNTAdrb5OTn5wOwdOlSbr311vbbr1ixgg0bNpCZmcmxY8dYunQp69at6xO9SQVBOLvqhhbu+TSZZ747RkurkamDPfnpoQmMC3O39NQEoV9ZsWIFM2fOPGcrM3NqO+Z70KBBHS7PrWjgxvf2UlGvI9LHkU/vHIWTbdfebemt4C1JEtnZ2WzdupUBAwZwySWXEBwcbNHNpuam0WiIjo5m4sSJlJWVkZiYSE1NzVnvo1AoeHb2ECZHeNCsN3Lnx0mcqm4EzBO4AVQqFTExMWRmZrY3trCExx9/nLy8PBITE9svkySJ+++/n/Xr1/P7778TEnLmkps2Y8eOZcuWLR0u27x5M3FxcWZ/l7Hb381JSUnExMQQExMDwJIlS4iJieGZZ54BoLi4uD2Ag2mH9KOPPsrw4cOZMGECO3fu5Mcff+Tqq6/upacgCII57M2uZObKHWw5Xoq1SskzVwxhzW1xuA04v8MfBOFiU1FRwWeffcZjjz1msTnU1NSQlZXFyJEjOwTZqoYWFny4n7I6HRFeDnx212ic7brXm/l8g3fb6nZWVhajR48mOjq61zdJ9mVOTk5MnDgRPz8/du7cSVpa2llXvdUqJatuHMlgbwcq6nXc99lBTmRlmyVwt3FxcWkvMzEajb3++F3h6OjINddcw+uvv95+2X333cfatWv5/PPPcXBwaO/X3tTU1H6bvy4GL1y4kLy8PJYsWUJaWhoffPABa9as4dFHHzX7c+j2d/XkyZM7Xdpv89cG5o8//jiPP/54tycmCIJltBqMrPw9i1W/Z2KUINTdnpU3xDDUz+ncdxYE4TTvvvsuQ4cOZezYsRYZ32g0kpKSQlhYWIdDXpr1Bu75JIncykb8XWz59K5RuPbwBNme1ngXFhaSkpJCQEAAo0aNumj3MyiVSiIiIvD29iYlJYXS0lJGjRp1xo5tA2zUvH9bHLNW7uTQqVpe2VTLv282T+BuExERQUlJCZmZmRZ7x+b//u//iIqKIicnh5CQEN555x3AlE3/7MMPP2TBggXA6YvBISEhbNq0iYcffpi33noLX19fVq5cafZ2gWChjZSCIPRNhTVNLP4yhQO51QBcG+vPc1dGYW8jflUIQk/o9XpWrVrFSy+9ZLE5ZGSYOl78uaxEkiQe/+YwSXnVOGjUfLggHk+H7h3g8lfdCd6SJJGRkcHJkyeJjY0V+7z+0LbqfeTIERITExk1atQZ64z9Xex4fKI3T/1SwNYi2F+k43LzZe72MpNdu3bh7e192imdcggPD2fy5Mm8+eabLF++/KyLwG06O81y0qRJHDx40AwzPLsLt1hKEIRu+floMTPf2MGB3GoG2Kh5Y/4IXrs2WgRuQTgP3377LUqlkltuucUi49fV1XVaVvL6lhNsPFSEWqlg9c2xhHv1TueRrpSatLa2cuDAAQoKCpgwYYII3H+hVCqJjo5m8ODB7Nmzh9zc3E5vl5OTg3NjAbfEm75+j31zmFJts1nn1lZmcujQoTMG3u3btzN79uz2DbAbNmw462Nu27YNhUJx2kd6enqnt1+8eDFr1qyhvr7+fJ+O7EToFoSLXLPewFPfHmHh2oPUNumJ9nfixwfHM2eEn6WnJgj93jvvvMNNN91ksRrltLQ0AgMDO6xK/pZWysrfswB4ee4wEnp5Y/TZgndjYyM7duxAr9czadIk0Yf+LEJCQhgzZgxpaWkcPny4Qy31nzdNPnPVCKL9nahrbuWpb490afX3fAwaNIjGxkaKi4s7vb6hoYHo6GhWrVrVrcfNyMiguLi4/SM8vPOTNy+//HK8vb3573//2+25W5oI3YJwETtRWseVq3by2T5TvdvCSQP5euE4gtzsLTwzQej/srKy2LVrl8W6dVVXV1NWVtah/vZUdSNL/nsIgAXjgrkuPsAsY3cWvOvr69mxYweurq6MHTsWa+ue1Y9fTNzd3Zk4cSLl5eUkJydjNBpP61JipVLyr2uisVIp+DWtjI2Hisw6J7VaTUREBGlpaZ1uqpwxYwYvvvhitxtmeHp64u3t3f6hUqk6vZ1SqeTGG29sr+fuT0ToFoSLkCRJfLYvj9lv7uREaT3uA2z49M5RPDFjMNZq8WtBEHrDe++9x6RJkwgIME+wPRtJkjh+/DihoaFoNKZa7ZZWI/d/ntL+jtaTMyPNOoc/B+8dO3awY8cO/P39GT58+AXdCrC32dvbM378+PZj2Y8dO3Zal5IIbwcemGpaGX5u4zEq63VnerheERQUhCRJFBQU9NpjxsTE4OPjwyWXXMLWrVvPettFixZx9OhRjhw50mvjy0F81wvCRaa2Uc+izw7y1LdH0bUamTTIg58XT2BCuIelpyYIFwy9Xs+HH37I3XffbZHxy8vLqa2t7fAW/as/p5NaUIOjRs2qG0fK8gJboVDg7++P0WjEYDAQEBBwQR10IxcbGxv8/PzQarU4OzufdrgRwL2TBzLY24HqRj2v/3rCrPNRKpUMHjyY9PT0Lh3qczY+Pj68++67rFu3jvXr1xMREcEll1zC9u3bz3gfDw8PLr30Ut59993zGltuInQLwkXkQG4VM97Yzk9HS7BSKXh6ViQfLojHXfTeFoRe9f3332NlZSVLG7K/alvlHjRoUHsLvl1ZFazZmQPAsmujCXDtvBVdb2vrwR0aGkpoaCi7d+/ulZMrLzY5OTmcOHGCMWPG0NraSnJy8mm121YqJc9fGQXA5/vyySgx79fZz88PGxsbcnJyzutxIiIiuPvuuxk5ciRjx47l7bffZtasWSxbtuys91u4cCGffvpph57cfZ0I3YJwETAYJVb+lsn1/9lDUW0zwW52rLt3HHdNCEWpFKtOgtDbPv/8c+bMmXPGulRzKiwsRKfTtZ/O16Br5f/WHQbg5jGBTI/ylmUeer2evXv34uvrS2RkJJGRkb16ZPzF4s813F5eXowdOxatVsuxY8dOu+3oUDcuj/LGKMGLPx4366ZKhULBkCFDOHHiBHq9vlcfe8yYMec8dv7yyy/H0dGRzZs39+rY5iRCtyBc4Iprm7jxvb0s33ICowRXx/jxw4MTGO7vbOmpCcIFqaWlhV9++YXrr79e9rGNRiPp6ekMHjy4PfC/9ksGp6qb8HO25YkZ5q3jbiNJEklJSdjb2zN06ND2NnC9cWT8xaSzo91tbGwYPXo0+fn5HQ59abN05mCsVUp2ZFawM6vCrPPz8PDAycnpnAG5u1JSUs7ZSlKpVDJ16lQ2btzYq2ObkwjdgnAB23yshBlv7GBfThX21iqWXxfN8utHMED03hYEs0lMTMTOzo4JEybIPnZxcTGSJLVv3tyfU8VHu3MB+Oe8YbL97B8/fpzGxkZiY2M71HCL4N11nQXuNgMGDCA+Pp7Dhw9TVVXV4bogN3tuGhMIwJu/ZZl1jm3/nzk5ObS2tgJQX19Pamoqqamp7c8jNTW1/QXCX49lX7FiBRs2bCAzM5Njx46xdOlS1q1b16WuP3PnzmXjxo0WO5q+u0ToFoQLULPewLPfHeWeT5OpadQzzM+JHx6cwNUj/S09NUG44H333XdMmjTJIh06Tp48SWhoKEqlkpZWI0/8UVYyPz5Ats3S+fn55OXlMXr06E6PdRfB+9zOFrjbeHh4EBkZyf79+0+ra/7bxIFYq5Tsz61iX3alWefq6uqKvb19e6hOSkoiJiaGmJgYAJYsWUJMTAzPPPMMcPqx7C0tLTz66KMMHz6cCRMmsHPnTn788ccutRycMWMGLS0t7N+/3wzPrPeJ0C0IF5issjquemsXH+/JA+DuCSGsu3ccIe6i97YgmJskSWzcuJGrrrpK9rGrq6vRarUEBppWOT/Zk0t2RQMeDjY8OUuespLa2loOHz5MXFwcAwYMOOPtRPA+s64E7jahoaF4eXlx4MCBDqu93k4aro0zLbK8+bv5V7sHDhxIdnY2kiQxefJkJEk67aPtOPaPPvqIbdu2td//8ccfJysri6amJqqqqtixYwczZ87s0tjW1taMHz++35SYiNAtCBcISZL46kA+s9/cRXpJHW721nx4ezxPzRoiem8LgkyOHDlCRUUFc+bMkX3s7OxsAgMDsbKyorJexxu/mepsH7ssAkfN6SvOvc1oNJKSksLAgQPx9PQ85+1F8D5ddwI3mL6Gw4cPR6/Xk5XVMVwvnDQQlVLBzqwKMkrqun08O5hKpWJjY9FoNISGhrJ69epOb+fr60traytlZWVdep69afbs2V16Ln2B+EssCBcAbZOe+79I4f/WHaFJb2B8mDs/LZ7AlIhz/+ETBKH3fPfdd4wZMwZ7e3nfWWppaaGoqKi9Y8nyLSeoa24lyteRa2QqK8vMzESSpA4nYJ6LCN7/093A3UalUjFy5EhOnDiBVqttvzzA1Y5pkaa/AZ/ty+v28ew5OTnMnDmTCRMmkJKSwpNPPsmDDz7IunXrOp1DUFAQubm5XZ53b7nmmmvIzMw879aFchChWxD6uZw6mPP2Hn48XIxaqeCJGYP55I5ReDpoLD01QbjofPfdd8yaNUv2cQsKCnB2dsbBwYH0Ei1f7DfVzD5zxRBZ2oLW1taSmZlJTExMt2vZRfDueeBu4+LiQkhICCkpKR3KTG4eEwTA+oOFTJx6abeOZ1+9ejWBgYGsWLGCyMhI7rrrLu64444z9s8OCgqitLSU5ubmbs//fLi7uxMbG8v3338v67g9IUK3IPRTBqPE6sRsVh5VcaqmmQBXW75eOJaFkwaK3tuCYAHFxcWkpqZy3XXXyTquJEnk5eURFGQKWP/ebGoPOmOoN6ND3cw+/p/LSjo7KbErLubgfb6Bu83gwYMxGAwdykwSBroT4m5Pva6VjYeKuvV4e/bsYfr06R0uu+yyy0hKSuq0L7ednR0eHh6dtjE0t8suu6xflJiI0C0I/VCptplb1uzj379mYUTBFcO8+fHBCcQEulh6aoJw0frxxx8ZOnRoe7s+uVRXV9PU1ISvry/Hi7RsOV6KQgGPTO96mcf5yMnJwWg0dquspDNyB2+DwUBNTQ0lJSUUFhZy6tQpwPTiqbS0lIaGBrMeLgO9F7jBVOIRExNDRkYGjY2NACiVCq6PN30/bkztXuguKSnBy8urw2VeXl60trZSUdF5/++goCDy8vLM/nX7q/nz57Nz505qa2tlHbe7RLNeQehnfk8v5dGvD1PV0IKtlZK5gXqeu3YY1tbm3yglCMKZbdiwgUsvvVT2cYuKivDx8UGtVrNqq2nz5KxhPoR5nrl7SG/R6/WcOHGCkSNH9kqLxLbgDbBr1y4SEhJwcHA478eVJIna2lqqq6upra2lpqYGrVaLWq3G1tYWlUrV3k88Ozsbg8FAQ0MDarUaZ2dnnJyccHZ2xtXVFVtb2/OeD/Ru4G7j4uKCr68v6enpjBw5EoArhvvwz5/S2ZdTSVldc7dKD//cYx1oD9N/vbyNt7c3KSkp1NbW9vhdj55oO+30559/tsihVF0lQrcg9BO6VgOv/pTBB7tMm0WG+Djy+rXDSD+QeMZfgIIgyEOSJHbu3MmSJUtkH7ukpISoqChOlNbx09ESAO6fGibL2FlZWTg4OHSpW0lX9WbwbmxspKCggPz8fFpaWnBxccHJyYnw8HCcnZ2xs7Nr//2p1+vZtGkTCQkJWFlZYTAY0Gq11NTUtNesa7Va3NzcCAwMxNfXt/3Uz+4yR+BuM3jwYH7//XfCwsJwdHTE38WOEQHOpBbU8MvREm4ZG9ylx/H29qakpKTDZWVlZajVatzcOi9bUiqVeHp6UlJSImvoBtPR8du3bxehWxCE85NdXs8DX6RwrMi0M/32hGCemDEYpWQk3cJzEwTBFKIaGhoYM2aMrOPW1dXR1NSEh4cH//zmCJIEl0V5Mdjb0exjNzc3c/LkScaNG9frL/zPN3hXV1dz8uRJiouL8fT0JCoqCi8vr26FZJVKhYuLCy4u/yvba25u5tSpU5w4cYKjR48SEhJCSEgINjY2XX5ccwZuAHt7e4KCgkhLS2P06NGA6Z2P1IIaNh3peugeO3bsaZsTN2/eTFxcXKeHHrXx9vbm5MmT7f9/comLi+Ozzz6TdczuEjXdgtCHSZLE10kFXPHmTo4VaXG1t2bNbXE8OzsKG3XPVlgEQeh9ycnJhIWFYWdnJ+u4JSUleHh4UNnYyo+HiwG4f0q4LGOfOHECDw8PswRH6FmNt06n48CBA+zatQsbGxumTp3K6NGjz2tV+s80Gg1hYWFMnTqV2NhYqqqq2LJlS/vBMOdi7sDdZtCgQZSXl7cfET9tiKk2+0BuJXuTDrbP5WzHsy9cuJC8vDyWLFlCWloaH3zwAWvWrOHRRx8969heXl5otdrTTsk0t4SEBI4cOdJ+HH1fJEK3IPRRdc16Fn+VymPfHKaxxcDYUDd+emgCl0R6nfvOgiDIKikpiSFDhsg+bmlpKd7e3ny5v4BWo0RckAvD/J3MPm5zczN5eXlERpr3pMvuBO+ioiJ+//13JEli2rRpDBs2zGz90hUKBZ6enowbN47Ro0dz8uRJdu3aRUNDwxnvI1fgBtOLg4EDB5KRkQFAsJsdbhoFrUaYct3dwLmPZw8JCWHTpk1s27aNESNG8I9//IOVK1cyb968s45tbW2Nq6vraaUp5jZixAgUCgVpaWmyjtsdInQLQh+UWlDDrJU7+S61CJVSwWOXRbD2rtF4OYre24LQFyUlJRETEyPrmC0tLVRVVeHm4dHel/uWsUGyjJ2Tk4OHhweOjuYvYzlX8NbpdCQlJZGamsqwYcOIj49Ho5Hvd6WHhwdTpkzBwcGBrVu3drrqLWfgbhMSEkJFRQV1dXUoFAqmDTUdkvT0m5926Xh2gEmTJnHw4EF0Oh05OTksXLiwS2N7e3tTWlram0/nnNRqNRERERw8eFDWcbtDhG5B6EOMRonViSe55p3d5Fc14udsy3//Npb7poShEr23BaFPkiSJgwcPyl7PXVpaiqOjI7ty6ijRNuNmb83lQ73NPq7BYCA3N5fQ0FCzj9XmTMG7urqarVu3YjQamTp1Kv7+/hbZWK5Wq4mOjm5f9d67d297mcO5Avfbb79NSEgIGo2G2NhYduzYccZxtm3bhkKhOO0jPf303T0ajQY/Pz+ys7MBGBdm2vy4J7uyN57yWXl5eVFeXi57qcfQoUNJSkqSdczuEKFbEPqIsrpmbvtwP//8KZ1Wo8SsYT5semgCsUGi97Yg9GV5eXnU19czduxYWcctKSnBx8eHz/blAXB9fIAsez2Ki4uxsrLCw8PD7GP92V+Dd35+Prt37yY8PFz21e0z8fDwYPLkyRiNRnbv3k1mZuZZA/dXX33F4sWLeeqpp0hJSWHChAnMmDHjnAfMZGRkUFxc3P4RHt55HX9ISAgFBQW0trYy8o9zHDJK6tC1Gs7/yZ6Fg4MDtra2lJWVmXWcv4qNjeXAgQOyjtkdInQLQh+QeKKcmW/sYEdmBRorJf+8ehirbozByVb03haEvi45OZnQ0FCz1Q93RpIkKisrkTSO7MwyHVRyw6hAWcZuO/3SEivKbcHbw8ODlJQUwsLCGDhwYJ9qm2plZcWYMWMwGAwcP36c+Pj4M5aULF++nDvvvJO77rqLyMhIVqxYQUBAAO+8885Zx/D09MTb27v940ybRJ2dnbG3t6ewsBB/F1ucbK3QGyQyS+vP+3mei4eHR/tGTrmMGzeOw4cPYzCY90VFT4nQLQgW1NJq5OVNadz2wX4q6lsY7O3ADw+MZ/6owD71R0QQhDOzxCbK5uZmdDodu/MbkSSICXQmwNX8nVMaGxuprKwkMFCegN+Z6upqSkpK8Pb2Jicnp08eGZ+fn09DQwOurq5kZGR0WmbR0tJCcnLyaUetT58+nd27d5/18WNiYvDx8eGSSy5h69atZ7ydQqEgKCiI/Px8FAoFQ/1MNfhHCs1/cqOzszM1NTVmH+fP2g4E6qzcpi8QoVsQLCS3ooF57+zm3e2mertbxwax4b4EwjzP//Q1QRDkY4lNlDU1NTg4OLDpqGmz2hXDfWUZt7i4GDc3t271pe5NjY2N7N27l8jISEaNGiXbkfHd0VbDPW7cuPYe5snJyadtrqyoqMBgMHR61PqZOn/4+Pjw7rvvsm7dOtavX09ERASXXHIJ27dvP+N8fH19qa6uRqfTEeVr6myTUWL+r5ezszO1tbWyHgnftpkyOTlZtjG7QxyOIwgW8G3KKZ7+9igNLQac7az417zhTI8y/wYoQRB6lyRJJCcn89hjj8k6bm1tLXqrASTllaNQmA4/kUPbCrMlSJJEamoqPj4+7Zs4z3SATrPewPFiLYcLasiuaKC+uZU6XSvWKiUeDjb4OGkYGeRCtL8z1ureW3/sbNPkqFGj2Lp1K/n5+QQFnd5dprOj1s/0TmdERAQRERHtn48dO5aCggKWLVvGxIkTO72PRqPB2dmZkpISgtxM74YUVDX26Pl1h4ODA0ajkYaGBgYMGGD28dpERUWRlJTUoed4XyFCtyDIqF7XyjPfHWX9wUIARoW48sb8Efg42Vp4ZoIg9ER1dTXV1dXExsbKOm5NTQ0HK0xhMT7IFW8n828i1Ov1VFZWMmLECLOP1Zm2Davx8fHtl/355MptO3bS6jGYn9Iq2ZpRht5w7hVWWysVUyM9uX1cMMN9zy8YnqlLibW1NdHR0SQnJ+Pp6Ymtren3vbu7OyqVqtOj1v+6+n02Y8aMYe3atWe9jZeXF6WlpQS6hgCQL0PoViqVODo6UlNTI2voHjJkyGmtD/sKEboFQSZHTtXywBcHya1sRKmAhy4ZxP1TRStAQejPiouLsbOzw83NTdZxa2pqSC42bdycMUyeleeysjIcHBxk3TDaprGxkWPHjhEfH3/aEeQtBiO7K2x4Yx9odcfbL3cfYM1wf2cGezvgbGeFvY0and5IWZ2OvMoG9udUUdnQwo+Hi/nxcDFxQc5c6tyz+Z2rLaC3tzc+Pj6kpqYyZswYFAoF1tbWxMbGsmXLFubOndt+2y1btjBnzpwuj52SkoKPz9nf6fDx8SEzM5MhwabDjPKrGs+6ot5b2uq6/f39zTrOn/n6+lJcXCzbeN0hQrcgmJnRKPHBrhxe/TkdvUHC10nDGzfEEB8szwEJgiCYT1FREe7u7rKO2dTUhLZRx6FCIwCTBsnTuq+kpKRbK7C9RZIkUlJS8PPzw9PTs8PlPxwu5p8/pVNYYzpy3M1ORaybkb9dPpKRoV5nDZWSJHG0UMtn+/L4NqWQpLwaUvJVKHzzuHti1zuidPXgm2HDhvH77793KDNZsmQJt9xyC3FxcYwdO5Z3332X/Pz89kNoli5dSmFhIZ988gkAK1asIDg4mKioKFpaWli7di3r1q1j3bp1Z52jg4MD1tbWWOlNXUt0rUZqm/Q421l36Tn2lLOzM6dOnTLrGH8VGBgoQrcgXIwq6nU8+vUhtmWUA3BZlBevzhtu9l90giDIo7i4WPbQXVtbS5HeFr1Bj5+zLSHu8qw8V1ZWyr5hFExf4/r6ekaNGtV+mbZZz9J1R/jxiClceTna8PC0Qcwb6UdW5gnyMlOp9/xfjXdnFAoFw/yd+Kf/cB68JJynvz3C7xnlvPxTBiXaFv5+ReQ5g3d3Tpq0srIiOjqagwcP4ufnh1qt5vrrr6eyspIXXniB4uJihg4dyqZNm9pD+V+PZm9paeHRRx+lsLAQW1tboqKi+PHHH5k5c+ZZx1YoFHh4eKCtqcLWSkWT3iBL6HZycuLo0aOyrKq3CQwMpLKyEr1ef9q7IpYmQrcgmMnOzAoe/m8q5XU6bNRK/n7FEG4aLVoBCsKFpLi4uMPqqxy0Wi1Z9VaAngnh7rL8TtHpdDQ1NeHs7Gz2sf5MkiQyMzMJCwtrD1DZ5fXc9XES2RUNqJUK7psSxsJJA7G1NvWqPtPmyrPxdbZl9U0jeGzNz3yXp+KDXTm4DbDmvilhZ7xPT4529/Lywt7enry8PAYOHAjAokWLWLRoUae3bzuivc3jjz/O448/3qWx/srZ2Zni4mKcbK3aQ7e5OTo60traSlNTE3Z25m9pCabQrVAoKC0tlbWspStEy0BB6GV6g5F//pTOLR/so7xOxyCvAWy8fzw3j7HMYRKCIJhPUVGR7CczNjc3c6TcFJjGh8uzyl5TU4O9vb3sK4dVVVXU19e39wU/cqqWa1bvIbuiAV8nDevuHcfDlw5qD9xw5iPjz0WhUDDVV+L52aa652WbM9hzsvMj03sSuNvGCAsLIzs7W9ZWevC/+monW9N6a02j+UO3UqnExsaG5uZms4/VxtraGhcXlz5ZYiJCtyD0ovzKRq5ZvYfViSeRJLhxdCDf3TeeCG/Re1sQLkSFhYXn3MTW2yq0jeTVmALTuIHyhW65V7kBcnNzCQwMxMrKivQSLTev2UdVQwvD/JzY+MB4ogM6n1NPgzfAjaMCuC7OH0mCF388jtHYMRz3NHC38fHxwWg0yn5Eetuqs7XKtPijNxhlGVej0cgausF0GmZRUZGsY3aFCN2C0Es2Hipi1sodHCqowVGj5p2bRvLy3GEdVmAEQbiwFBUV4esrz8E0bdLLTJsGg93scLWXZ39IbW0tTk5OsozVRq/XU1xcTGBgIGXaZhZ8cIDaJj0xgc58fvdo3Aec/YCe8wneT8yIxMFGzbEiLdtO/C8cn2/gBtPqr7+/PwUFBT26f0+pVCocHBxo/eOIdLkW2jUaDTqdTp7B/uDu7i5WugXhQtTY0spjXx/iwS9SqNO1Ehfkwk+LJzJDpsMqBEGwnOLiYgICAmQd80SlKcAM93eWbUxLhO6SkhIGDBiA3QAHFq5NpkTbTJjnAD5aMAoHTdfKXHoavF3trZkXa6oH/vGwqY92bwTuNm0dNjo7Ht6cnJ2dMbaFbpnGtNRKtwjdgnCBOVZUyxVv7uTr5FMoFPDg1DC+vGcMfs7isBtBuNBJkmQ6cOSPemO5xsyuNgW14f7yhGBJkmhubpZtI1ybqqoq3N3defO3TA7m1+CgUfP+rXE42XWvrrynwfuSSNMG2aS8ql4N3GBq4WdlZUVtbe15P1Z32NraYjTKU1bSRu6abjBtWBXlJYJwgZAkiQ935TD3rd1klzfg7ajh87vGsGR6BGqV+LEShIuBVqulqamp06O9zUWv15NvarXMMD95Qrder8doNKLRmP/Uyz+rqamhotWGt7adBOCVq4cR3MP2iD0J3qEeplMUT1U3cvRY7wXuNm0bG+Wk0Who1JtCt71MpY+WWOn28fGRvT94V4iWgYLQTVUNLTz29SF+SzfV+U2L9OK1a4bjIlNtpSAIfUNFRQVqtVrW0yiLKrXUtChQKCBKptDd3NyMWq1GrZYvMhiNRmprtXx0VInBKDFjqDdXDD+/2vk/HxnflXaCbb2mFBKMGzumVwM3WC50N7SYQrejrTydaCxR0+3t7U15ebmsY3aFWJIThG7YfbKCy1ds57f0MqzVSp6/Mor3bo0VgVsQZLZ9+3Zmz56Nr68vCoWCDRs2dLi+vr6e+++/H39/f2xtbYmMjOSdd97pcBudTscDDzyAu7s79vb2XHnllaetju3Zs4cRI0YQFBTEe++91+G6tsM3lEr5/pRmlWoB8HWyZYCNPCG4ubkZG5uzb1rsbXV1daTVKjlYoG0/56A3dGfFe/eRLADcHazN8sLKyclJ9vISGxsbmvSmam7HLtbFny9LrHRbW1uj1/e8JeLbb79NSEgIGo2G2NhYduzY0X5dSUkJM2bMwNfXl0WLFnWrXKfbvynO9YuuM4mJicTGxqLRaAgNDWX16tXdHVYQLKrVYGTZLxnc9P4+yup0DPSwZ8OiBG4bFyx6bwuCBTQ0NBAdHc2qVas6vf7hhx/m559/Zu3ataSlpfHwww/zwAMP8N1337XfZvHixXz77bd8+eWX7Ny5k/r6eq644goMf2w0A7jjjjv4+9//zhdffMGrr77a4XRAvV6PSiVvd6KCalPnkkBX+eqrm5ubLVJasqXQ9LVdMC4Y317cJ9OV4J2Tk8P6JNP/dUKYeQ4/cnZ2pq6uTt7NlCordH9kRCeZVrpVKlWHnyk5WFlZ9fjr+tVXX7F48WKeeuopUlJSmDBhAjNmzGj/2X/66aeJj4/np59+Ijc3ly+++KLLj93t0H2uX3R/lZOTw8yZM5kwYQIpKSk8+eSTPPjgg6xbt667QwuCRRRUNXLdf/awamsWkgTz4wP4/oHxDPF1tPTUBOGiNWPGDF588UWuvvrqTq/fs2cPt912G5MnTyY4OJh77rmH6OhokpKSAFM3jjVr1vDvf/+badOmERMTw9q1azly5Ai//vpr++M0NjYycuRIoqOjcXFxob6+vv261tZW2Q+LKag2rRgGu8sXuvV6PdbW8r6bl5xbSVaNAWuVkrsmhPb6458teOfl5bFh93H2/dEp8IZR5ulOo9FoUKlUNDY2muXxO1PRaAq/9jYqHG3leadEoVDIfhDQ+YTu5cuXc+edd3LXXXcRGRnJihUrCAgIaH+nrKamhqioKIYNG0ZISEi33q3odug+1y+6v1q9ejWBgYGsWLGCyMhI7rrrLu644w6WLVvW3aEFQXY/Hi5m5sodpp3zNmrevCGGf84bjp212A4hCH3Z+PHj2bhxI4WFhUiSxNatWzlx4gSXXXYZAMnJyej1eqZPn95+H19fX4YOHcru3bvbL3vmmWeIjIzEycmJMWPGMGTI/8ocWltbZV/pPlVrqo0NdO3ZhsKeMBqNspbQAPx8wlRGc0W0Dx4O5ilt6Sx4a1vgrV/T+U+aEoMEV43wJS64d2u5/zy+Wq2WdRW4sMb0/ePnpJHtXVqlUil7xxQrK6selZe0tLSQnJzc4fcCwPTp09t/LzzxxBM8+OCD2NjYkJKSwq233trlxzd7ctizZ89pk7/ssstYs2ZNez3cX+l0ug5F91qt6YdPr9d364vYdtvzqeuxBDFv+f117k0tBl76KZ2vkgoBGBHgxPJrhxHgYtennl9//ZqLeXdtHKHnVq5cyd13342/vz9qtRqlUsn777/P+PHjAVNdZttx0X/m5eVFSUlJ++d33nkn8+fPp6Wl5bTbtoVuOf+/TtWYVrr9nW1kG7e1tRVJkmQbT9dqZFe+afX36hE+Zh934MCBpBQ2MGbZblqMbbHIyIQwN/5xZaRZx9fpdNTW1jJgwACzjfFneZWmd2q8Hc6v5rk7dDodkiTR0tIiW9DPy8sjJyen2/erqKjAYDDg5eXV4fI//16Ii4ujsLCQiooKvL29u/X4Zg/dJSUlnU6+tbWVioqKTo/PfeWVV3j++edPu3zz5s096hO6ZcuWbt+nLxDzlt+WLVsobICPM1WUNilQIDHNT2KGbyVH9mzjiKUneAb99Wsu5t05Od9uvlCtXLmSvXv3snHjRoKCgti+fTuLFi3Cx8eHadOmnfF+kiSdFgzs7e2xtz99ZVmSJAwGA5s2ber1+Z9JcbUKUJBzNJlNebINCyBb3+MTtQoa9CocrSTKj+9lU5r5x6xtpD1w+9lJjPc2Msa9lN+3/GL2sQ8dOsShQ4fMPg7ArzlKQImysVLW71uAn376SbaxTp48eV73/+vvgL/+XlCr1d0O3CBTy8DOJt/Z5W2WLl3KkiVL2j/XarUEBAQwffp0HB27Xker1+vZsmULl156qex1d+dDzFt+er2ezZu3UOESyYoDJ2lpNeLpYMNr84YybqB87cC6q79+zcW8z67t3T2hZ5qamnjyySf59ttvmTVrFgDDhw8nNTWVZcuWMW3aNLy9vWlpaaG6urrDCnZZWRnjxo3r0jhtLfRmzpzZ+0/iDJ448CtgZOalkwmSaTPlyZMn0Wq1xMTEyDLe0V9OALnEB9hzxazxZh8vLy8P0jL4/KYIirOOYaexZsyYBFlWn3/99Vfi4uJwdnY2+1gAH7+3H6hhenwkM+Pl6S/f2NhIYmIiM2bMkGU8MJWJ9ORFhbu7OyqVqsO7XWD6vfDXBeSeMHvo9vb27nTyZ+ttamNj02l7Iisrqx79oevp/SxNzFs+NY161mQoOVKdCcDUwZ68ds1w3AbI2yarp/rj1xzEvM/2+ELPtZUi/rUOWaVStdeWxsbGYmVlxZYtW7juuusA05HuR48e5V//+leXxrGyssJgMMj2/6VrNdDUapq/h6OdbOO2jSPXeKmnTBvThnrYmH3MnJwcMjIymJAwFgcHBzZlHyMgIIB9+/ads493bzAajdjYmP95AhiMEuklpg2jw/ydZfv/VKlUKBQKWX+vSZLUo77y1tbWxMbGsmXLFubOndt++ZYtW5gzZ855z8vsoXvs2LF8//33HS7bvHkzcXFx4g+L0Cfsy67koS9TKNEqsVIpWDojktsTRCtAQejL6uvrycrKav88JyeH1NRUXF1dCQwMZNKkSTz22GPY2toSFBREYmIin3zyCcuXLwdMPZLvvPNOHnnkEdzc3HB1deXRRx9l2LBhZy0/+TO1Wi1ru7eaRlMNrlIBjhr5NnOr1WrZ6n+NRomjhaZ3evztzLvB8K9Hu7c9x0GDBqFSqbp0gM750Ol0tLa2Ymvbe+0Qzya7vJ7GFgNWSolB3vIcrASW2Yh7pj2DXbFkyRJuueUW4uLiGDt2LO+++y75+fksXLjwvOfV7Z/ac/2iW7p0KYWFhXzyyScALFy4kFWrVrFkyRLuvvtu9uzZw5o1a7rV11AQzKHVYOTN37N48/dMjBJ4aiTevX0MI4L6bjmJIAgmSUlJTJkypf3ztpLE2267jY8++ogvv/ySpUuXctNNN1FVVUVQUBAvvfRShz+cr7/+Omq1muuuu46mpiYuueQSPvrooy53JJG780R1YwsA9uozl2eag5yHmxRrm2nSG1ArFdi2ajutse8Nfw3cf9bdkyt7qqamBnt7e9kWIPdkVwIQ6qjAxlq+RU+DwSB76G5paenxCarXX389lZWVvPDCCxQXFzN06FA2bdpEUND5l+N0e0bn+kVXXFzc4fCAkJAQNm3axMMPP8xbb72Fr68vK1euZN68eec9eUHoqcKaJh7+MpX9uVUAXB3jyxirfKJE721B6BcmT5581t6/3t7efPjhh2d9DI1Gw5tvvsmbb77Zozn0tC1ZT9X+sdItU3vldnIe451fadpE7O9ii9FQR2NjY6ebWM/H2QJ3GzmCd01NjWy13AC7sioAGOIu7zeQTqeT/XAlvV7f49ANsGjRIhYtWtSLMzLp9ozO9Yvuo48+Ou2ySZMmcfDgwe4OJQhm8fPREv5v3WFqm/QMsFHz0tyhzIzyZNOm/HPfWRAE4Q9ubm7o9XqqqqrOGN56U6vR9LdXhURra+t5hYru0Gg06PV6DAaD2fuSVzaYwr2nowYHB9MhRr0ZursSuNuYO3jX1NTI8n0DpnruvdmmRaYR3vKUs7Rpbm7udJ+euXydVMCKX47j49r33rWWd71fECyoWW/g6Q1HWLg2mdomPdH+Tvz44HjmjPCz9NQEQeiHnJ2dsba2NnW/kIGxvfMXspV7gGlzmUKhkGXMtrp1J1srnJ2dqamp6bXH7k7gbtOVI+N7qra2VraV7qTcKtNCk7WSId7yHawEpu9VOVe6D5+qpaikDH+/vve3XYRu4aJworSOOat2sXavaTX7b5NC+XrhOILc5P3lIwjChUOhUODl5dWhpNKcDG0r3UqFbOUeYHqeGo2GpqYms4/VajB1Z7FWK3FxcaGysrJXHrcngbuNOYJ3Y2Mjzc3NsoXuTUeKAYj31WBvJ+9Kt9zlJRklddBYRYC/CN2CICtJkvhsXx6z39xJRmkd7gNs+OSOUSydEYm1Wnz7C4Jwfnx8fCgoKJBlrLaVbrVKKetKN4CjoyO1tbXyDSiZvrY1NTXU19ef10OdT+Bu09vBu6CgAE9PT1k2URqNEj8dNbVuHuFm7NZ5J71BzpVuSZJIL9GiaKru9PBFSxOpQ7hg1TbqWfTZQZ769ii6ViMTB3nw00MTmDjIw9JTEwThAuHn5yfbSY1/tBhHpZQ/dPd2qceZaKxMNeNNegM2NjZ4eXmd14ua3gjcbXoreEuSRH5+PoGBgec1n67am11JWZ0OB42aAOtGWTdvgryhu0TbjLa5FWNDFb6+vrKM2R0idAsXpKTcKmau3MFPR0uwUil4amYkHy2Ix8Ohfxx2IwhC/+Dr60txcbEsY6lUptZ5RuSpr/4zZ2dnWVa6nWxNK7+1Taba7qCgIPLy8nrUmrE3A3eb3gjeZWVlGAyGXjnhsCs+228qf7o80h0btbLXu8Gci5yhu+3wH0OdWOkWBLMzGCVW/pbJdf/ZQ2FNE0Fudqy7dxx3TwxFqRSH3QiC0Lt8fX0pLS2VZawBNqZuJc2t8m6kBNNhQnV1dWY/DMjT0bQwUlJren6enp5YW1tz6tSpbj2OOQJ3m/MN3llZWYSGhpq9EwxARb2OzcdMpSWXhdnj5OQka493SZLQ6XSydS/JKKlDMhpoFKFbEMyrpLaZm97fy/ItJzBKMDfGjx8fnMBwf2dLT00QhAuUj48P5eXlsozVHroNElqtVpYx22g0GmxsbMy+2h3oalqFLaptQtdqQKFQMHDgQDIzM7u82m3OwN2mp8G7srKS6upqgoODzTKvv/rqQAF6g0R0gDMeap3spSV1dXUolUrs7OxkGS+9WIuxUYtkNOLt7S3LmN0hQrdwQdhyvJTL39jO3uwq7KxVLL8umtevH9H+R0oQBMEcfHx8eq3Dxrm0/T5rbDFSV1cn62mYCoUCV1dXKioqzDqO+wBrHDVqJAmyykwbKAMCArCysiIjI+Oc95cjcLfpbvA2GAykpKQwePBgrK2tzTo3gKYWAx/szAHgtrFBVFRUyNYXvE1NTY2sq+tHi7QYGqpwcnKWtTd4V4nQLfRrzXoDz353lLs/SaKmUc9QP0d+fHACV4/0t/TUBEG4CPj6+sq/0t1qRKFSyb7a7e3tTUlJiVnHUCgUDPN3Akz9lgGUSiUxMTFkZ2dTXV19xvvKGbj/PN+uBu+0tDSsra0ZOHCgLHP7Yn8+lQ0tBLjaMjXMicbGRjw9PWUZu01tbS1OTk6yjFVRryOrrJ7W+ip8fPteaQmI0C30Y1ll9cx9ezcf7zEdTHHX+BDW35tAiLvovS0Igjx8fHyor6+XZZPhAM3/3rmzsnOSpZvIn3l5eVFbW2v2ft0jApwB2J9T1X6Zo6MjgwYN4uDBg52u8FsicLfpSvCurKwkNzeXmJgYWVZ9m/UG3t2eDcDCSQOpKCvF3d1dtlNM28h51H1Srun7xcWoxbcP1nODCN1CPyRJEl8dyGf2mztJK9biZm/Nh7fH8/QVQ0TvbUEQZOXu7o6joyOpqalmH8tKpcTN3lSW0GplL3votrGxwcXFxewbR8eHmdq67siswPjHgUAAYWFhqNVq0tPTO9zekoG7zdmCd2tra3tZSW8eI382a3bmUKJtxsdJwzWx/pSUlMhe4yxJkqynbu7740WaXUMR4eHhsozZXSKhCP2KtlnPA1+k8H/rjtCkNzA+zJ2fHprAlAh53zITBEEAU9iKjo5m7969sozn62w6TbARjbyH1fxBjhKT2CAXBtioqajXkVLwv3KStjKTnJwcCgsLgb4RuNt0FrwlSSIlJQUbGxvZykrK63S8vTULgP+7fDAKo4GqqirZQ3fbC48BAwbIMl7bOyNNRZnExcXJMmZ3iV1mQr9xML+aB79I4VR1E2qlgkemR/A30QpQEAQLi4+PJzk5WZaxfJ01HCmspbZVhUarxWAwyNJ6ro23tzfp6eno9XqznaZorVZy6RAvvk0pZGNqEbFB/wvTjo6OxMXFkZSURGVlJQUFBX0icLdpC94AO3fuxM3Njbq6OsaPHy/bZsJlv2TQ0GIg2t+JK6N9KSjIx9HREVtbeY9/r62txdHREaXS/Ou72mY9x4u1SJKRU9kniI2NNfuYPSFWuoU+z2iUeGtrFteu3sOp6iYCXG35euFY7p08UARuQRAsLi4ujuPHj8syVttKd0WjAbVaLftmSgcHBxwdHbvdN7u7rhxhOk3wu0NFNOs71nB7e3vj5+dHTk4OERERfSZwt1EoFERERGBra0txcTHDhw+XrZPG7pMVfJVkOsHz71cMQalUkJ+fT0BAgCzj/5mc9dzJudVIEngYq9HrW4iKipJl3O4SoVvo00q1zdzywT5e+yUDg1FidrQvPz44gZhAF0tPTRAEAYDY2FgyMzPR6XRmH8vvj9BdVNssSwu/zgQHB5OXl4ckSee+cQ9NDPfA38WWmkY9G1OLOlyXk5NDUVERgwcPJj093ewvALrLaDS2b/gMCQkhOTm5x0fGd0dTi4Gl648AcPOYQOKCXdFqtdTU1FgkdMvZonBHpunnwLUhj6ioKFlaMvaECN1Cn7U1vYwZb+xgV1YltlYq/nXNcFbOH4GjxjxvaQqCIPREWFgY1tbW7N+/3+xj+buYDhnJLq+Xpb66M35+fjQ0NJy1fd/5UikV3DImCIB3d2Rj+GND5Z9ruCMiIoiPjyc1NZXDhw+b/bTMrtBqtWzfvp36+nrGjx/PsGHDzuvI+O549ed08iob8XXS8H+Xm0pccnJy8PX1lT2ENjY2UldXJ0uLQkmS2JJm+jlQlJ0gPj7e7GP2lAjdQp+jazXwwvfHuf2jA1Q1tBDp48j3D4znurgAWY+vFQRB6AqlUsmIESPYs2eP2ceK9DF1v8gsq8fNw4Pq6mpZVtj/TK1WExQUxMmTJ806zg2jA3HUqMkqq+eHw0Wdbpr08vJi8uTJaLVatm7dapGVfzCtbp84cYLt27fj6enJhAkTsLGxOe8j47vq56MlfLQ7F4CXrx6Gg8YKvV5PQUGBbBs4/6ykpAQ3NzdZwn5GaR0FVU3YqJVU5mX02U2UIEK30Mdkl9dz9du7+WCX6RSt2xOC+XbROMI85dn9LAiC0BNybaYMcLHD3lpFS6uRknojTk5OZm/h15mQkBBKSkpobGw02xiOGivumRgKwD9/PMaho513KRkwYAAJCQmEhoayd+9ejhw5Iuuqt1arZceOHRQUFJCQkMCQIUM6bG41d/AuqGrksW8OAfC3iaFM/qObV25uLk5OTrIf/Q7I2qJw8zHT9/+4gW6cyEjvs5soQYRuoY+QJIlvkk9xxZs7OVakxcXOijW3xfHs7Cg0VvLtzBcEQegJuTZTKpUKIrxNq93Hi7UWKzGxt7fH19f3tJ7Zve32hBDc7dUU1+nJUAScsUZYoVAwcOBAJk+eTE1NDb/99huZmZno9XqzzU2r1ZKSksL27dtxd3dn8uTJuLh0vt/IXMG7XtfK3Z8kUdfcyshAZx69LAIAvV5PZmYmgwYN6pVxukOv11NRUSFb6N5y3BS6h9jVodPpGDp0qCzj9oQI3YLF1TXrWfxVKo9+fYjGFgNjQl356aGJXBLpZempCYIgdEnbZsqWlhazjxXp4whAekkd3t7elJWVdXpKo7kNHjyYwsJCs3ZQKSsq4MoA06r1mr2FZJaePawOGDCA8ePHM3z4cEpKSti8eTOHDh2iqqqqVzZ+GgwGTp06xe7du0lMTEShUDBp0iSioqLO2bqxt4N3q8HIA58fJL2kDvcBNrx540isVKZYl5WVhZOTk+zHvgOUl5czYMAA7O3Nfzp0UU0TRwprUShAUZLGkCFD+uwmShB9ugULO1RQwwNfpJBf1YhKqeDhaeHcOzkMlWgFKAhCPxIeHo5arebAgQMkJCSYday20H20sBZHxwisra2pqKjAy0vehQp7e3uCg4NJS0tj9OjRvf74bTXc980eQ7Z0km0Z5Tz831TW35tw1tOHFQoFPj4++Pj4UF1dTV5eHnv27MHGxgZXV1ecnZ1xdnbG0dHxnMeiNzc3U1NTQ01NDbW1tVRUVKDRaAgMDGTkyJFoNJpuPac/9/HetWsXCQkJPTqlUpIknv/+OFszyrFRK3n/trj2zjbNzc2cPHmScePGWWQfVHFxsWyr3L+mmVa5Rwa6kJa0vk/Xc4MI3YKFGI0S7+3I5rVfMmg1Svg527LyhhEdDkEQBEHoL5RKJWPGjOGXX34xe+iOCXQG4GBeNQaj1F5iInfoBhg0aBBbtmyhsrISNze3Xnvcv26a/Nc8e6av2M7RQi0vb0rjuSu71ofZxcUFFxcXhg4dSnl5OTU1NZSWlnLixAl0Oh0ODg7Y2dmhVCrbA2pycjJGoxGtVotOp2PAgAE4Ozvj7u7OoEGDcHZ2Pq8we77BW5Ik/vlTOp/uzQPg9etHMCLAuf36jIwMPD09LdK/3Gg0UlZWZpYXYZ3ZkGI6mfSyKC9WvrWPRx99VJZxe0qEbkF2ZXXNPPLfQ+19NWcN8+Hlq4fhZCtaAQqC0H/NmTOHtWvX8sILL5h1nEhvR5xsraht0nOsSIuvjw/JyckMGzZMltP//szGxoawsDCOHTvGhAkTemVltbMuJZ6OGl67Jpq7P0nio925DPd34uqR/l1+TLVa3b76Dabg2raK3dzcjNFobC8Nauu6ERERgaOjo1lO3uxp8JYkieVbTvCf7dkAvDR3KDOH+bRfX1dXR35+PpMnT+71OXdFeXk5CoXijLXtvSmrrJ6D+TWolApiXFtJT09n1qxZZh/3fIiabkFWiSfKmfnGDnZkVqCxUvLK1cNYdWOMCNyCIPR7s2fP5uDBg5SXl5t1HKVSQXywKYzuza7E3d0dlUplkQ2VYOpTrtPpyM7OPu/H6ixwt7l0iBcPTA0D4P/WHWZnZs/bAyoUCmxtbfHx8SEkJISBAwcSFmZ67ODgYIKCgnBzczPbUfdtc+hOjbfRKPHCD8d58/csAJ6dPYSbRge1Xy9JEikpKYSEhPSoZKU35OXlERgYKEtZy9fJppM3Jw/y4NfvTaUlHh4eZh/3fIjQLciipdXIy5vSuO2D/VTUtzDY24Hv7x/PDaPk+eEUBEEwt+DgYAYNGsR///tfs481JtQUSPflVKFQKAgMDCQvL8/s43ZGrVYTExNDWloa9fX1PX6cswXuNounDWLWMB/0Bom/fZpEakFNj8frC7oavFtajSz+KpUPd+UC8MwVQ7g9IaTDbbKysmhpaSEyMtLc0+5Uc3MzpaWlBAUFnfvG56nVYGT9QVNpybVxAfz888/MnTvX7OOeLxG6BbPLrWjgmtW7efePt8NuHRvEhvsSCPeyzCtxQRAEc7nqqqv48ccfzT7OmFBT/fSBnCpaDUYCAwMpLy83a9/ss3F3dycoKIiUlJQedQnpSuAG00mVy6+PZtxANxpaDNz8/j6ScqvOZ+oWd67gXVbXzE3v72XjoSLUSgUrrh/BHeM7Bu66ujoyMjIYOXLkObuomEtBQQFubm6ydC1JPFFOeZ0OV3tr4nw17Nu3jyuvvNLs454vEboFs9qQUsislTs4fKoWJ1sr/nNLLC/MGSp6bwuCcEG68sor2blzp9lPiYz0ccTZzoo6XSvJedXY2tri5eVFbm6uWcc965wiI3tUZtLVwN3GRq3ivVvjGBPqSr2ulVs/2M+vx+U/IKg3nSl4J+dVM/vNnRzIrcbBRs2aBfFcFePX4b5/LiuxxObJtjnk5uYSHBwsy3hfJ50CYG6MH5t+2IiPj097jXxfJkK3YBb1ulaW/DeVxV+l0tBiYFSIKz89NIHLouRpIyQIgmAJ8fHxaDQaNm3aZNZxVEoFUwebejD/8seJfKGhoeTm5sp6GuOf/bnMpLq6ukv36W7gbmNvo+bDBaOYOMiDxhYDd3+axPs7snulF7el/Dl4b9+xk+U/H2P+u3so1eoI9xzAd/cnMGnQ6TXL6enp6PV6i4bOkpISJEmSpVVgeZ2O39JN3/PXxvnz3XffcdVVV/WLUlURuoVed7RQy+w3d7L+YCFKBTw8bRBf3D0G3z96iAqCIFyolEolV155JRs2bDD7WG2LGL8cMwUed3d3bG1tOXXqlNnHPhM3NzciIiLYv38/zc3NZ71tTwN3G1trFWtui+OGUYFIErz4Yxr3rj1IbZP5TqE0N4VCgY17AKvSrFi5LRe9QWLWcB++vS+BUI8Bp92+sLCQ7OxsRo0aZbGyEoDs7GxCQkJk6Z7z8W7T12VkoDPhHvYkJiYyZ84cs4/bG0ToFnqN0SixtUjBde/tI6eiAV8nDV/eM5aHpoWLw24EQbhoXHnllfz+++8YjUazjjMx3AONlZLCmiaOFWlRKBSEhoaSnW3ZFd+wsDDc3d3Zv3//GU/KPN/A3cZKpeTluUN5dvYQrFQKfj5Wwsw3dpB4wrwdZMyhWW9g+eYMLl+xg7RyHXZWChYMVvDKFWEMsDm9w3NNTQ0pKSnExsZarFsJQG1tLdXV1bJsoGxsaW3vT37PxFC2bt1Ka2ur2Xvj9xYRuoVeUVGv4561KWzIU6E3SFwW5cWmhyYwKkQcdiMIwsVl2rRplJeXk5SUZNZxbK1VTB7UVmJiahfo7+9PS0sLxcXFZh37bBQKBSNGjECSJA4dOnTaC4DeCtx/Hu/2hBDW3TuOIDc7CmuauO2D/Sz5KpWyurOvtvcFRqPExkNFTFueyMrfs2gxGJkQ7s7mJZO5fnQIu3fvPm1zZXNzM/v27SMiIkK20x/PJCMjg8DAQFmOX//vgQJqm/QEu9lx6RBvvvnmG2bMmGHW1o69SYRu4bztzKxgxhs7SMyswEoh8fzsSFbfHIuznfl/AAVBEPoaOzs7pk2bJkvrwMuGmk6h/PFIMZIkoVKpiIiIIC0tzewr7WejUqkYNWoU5eXlZGVltV/e24H7z4b7O7PpwQksGBeMQgHrUwqZ/No2Vvx6ggadZercz8ZolPj5aAkz3tjBg1+kcKq6CV8nDe/cNJJP7hiFv4tdp5srW1tb2b9/P+7u7u29xS2lqqqKsrIyBg0aZPaxWg1G1uzKAeDOCaGolAp+++03rrrqKrOP3VtE6BZ6TG8w8urP6dzywT7K63SEedizZLiBG0cF9IsNDYIgCOYyf/581q9fb/bge+kQb2ytVGSXN5CcZ9q8GBQUhCRJFBQUmHXsc7G1tWX06NFkZmaSnZ1t1sDdxt5GzXNXRrHu3nFEBzjT2GJgxa+ZjPvn7yzfcoKqhhazjNsdDbpWPt6dyyXLE1m4NpmM0jocNGqWXDqIXx+ZxIxhPu1/Q//a1aSmpoZ9+/ahUqkYMWKERf/WSpJEWloaAwcORKPRmH28n4+VUFDVhKu9NdeM9GfHjh0UFhYyY8YMs4/dW0ToFnqkoKqRa1fv4Z1tJ5EkuHF0IOsXjsHXztIzEwRBsLx58+ZRVVXFzz//bNZxBtiomTXcdAz4VwdMIVupVBIZGUl6evoZa6rl4uzszJgxYzh27BhHjx41a+D+s5GBLmxYNI43b4ghxN2e2iY9K3/LZMwrv/HgFynsPlmB0Shf3bvBKLErq4JHvz7E6Jd/49mNx8ipaMBBo+a+KQPZ+fhUHrwkHDvr02u324J3QEAA27dvR6/XM3r0aItunAQoKytDq9XKstouSVL7WR+3jAnC1lrFW2+9xfz583F0dDT7+L3l9P9dQTiHjYeKeGr9Eep0rThq1Pxz3nBmDvNBr++/O8YFQRB6k62tLTfffDOrV69m5syZZh1rfnwA3ySf4ofDxTwzewgOGit8fX3bV5jDw8PNOv651NbWtq/I1tTUyNZLWqFQMDval5nDfPjlWAmrE09y+FQtGw8VsfFQER4ONlw6xItLh3gRH+yKTS8vQ9Y26tl1soLf08vYllFORf3/ereHuNtze0Iw80b6Y9/JJsm/MhgM1NTUYGNjQ1NTE01NTRbdPClJEsePHyc8PFyWeurf0so4fKoWjZWSW8cGUVtby48//siWLVvMPnZvEqFb6LLGllae23iM//7RlD4uyIUV80fg7yKWtwVBEP7qnnvuYfTo0ZSXl+PhcXp/5d4SG+RCqIc92eUN/HC4mBtGBaJQKBgyZAhJSUkEBQXJssmtM20lJePGjQNg79696PV6Bg0aJFtphEqpYOYwH2YM9eZooZYvD+Sz8VAR5XU6Pt+Xz+f78lEpFUT5OOBkUFKXdIohfs4EuNjhZm+N8hzdtwxGieLaJrLLG8gur+dokZaU/GpOljd0uJ2TrRWzhvswN8aP2ECXcz5um5aWFvbt24dCoWDq1KlkZWWxa9cuEhISLBa8CwsL0ev1hISEnPvG58lglHjtlwwAFowLwW2ADf/+9yoCAwMZPXq02cfvTSJ0C11yrKiWB75IIbu8AYUCHpgSxoOXhKNWiQolQRCEzgwfPpyhQ4fyzjvv8Mwzz5htHIVCwfz4AF7elM6X+/OZH2/aV+Pp6YmzszOZmZlERUWZbfwz6ayGOyEhgX379lFfX8+IESNkLZFQKBQM83dimP8wnp0dxZ7sSn4+WsLOrHIKqpo4XKgFlOz47nj7faxVSjwcbBhgo8bORoWNWkmrQUJvMNLYYqCyoYXqxhbO1KFxoIc9UyI8mTLYk7hgF2zU3Xu+Wq2Wffv24eTkxMiRI1Gr1e2H4FgqeBuNRtLS0hg8eLAs/38bUgrJKK3DUaPm3kkDAfjkk0/429/+1u/2j4nQLZyVJEl8tDuXVzal02Iw4u2o4fXrRzB2oJulpyYIgtDn3Xvvvbz00ks8/fTTZj045OqR/izbfIJDp2o5kFvd3q51yJAh7Ny5k+DgYOzt7c02/l+dadOkk5MTEydO5MCBA+zcuZNRo0Zhayv/wWnWaiWTBnm0n/BYVNPE7qxyNu06RIu9B5ll9ZTV6WgxGCmsaTrn41mpFAS52RPqbs8gLwdGBjkzIsAFV/uev8NQXFzMwYMHGThwIBEREadtrgTLBO/s7GxUKhUBAQFmH0vXamD5lhMA3Ds5DCc7K3bu3MmJEye4+eabzT5+bxOhWzijqoYWHv/mEL+mlQEwLdKTf10TfV6/RARBEC4mN9xwA48++ijffvst8+bNM9s47gNsmDfSny/257M68WR76HZ2diYgIICUlBQSEhJkWRk8V5cSjUbDuHHjOHz4MImJiYwaNUq2Ou8z8XW2ZU60D1aFKcycGYuVlRV6g5FSbTPldToaWww06FrRtRqxUilQK5XYWqtwG2CNm70NLnZWvfbOryRJZGZmcuLECUaOHImvr+9pt7FU8K6vryc9PZ2xY8fK8r20dm8+hTVNeDnasGBcMADLli3jlltusfj3TE+I0C10avfJCh7+KpVSrQ5rtZKnZkZy69igfvdWjiAIgiXZ2tqycOFCVq5cadbQDaYT+r48kM/v6WVklNQR4W0KYVFRUWzdupWcnBxCQ0PNOoeutgVsa3mXnZ3N7t27CQ8PJzw8XJZjxLvKSqXE38VO1n1LTU1NpKamUldXx4QJE3BycjrjbeUO3pIkkZKSQlBQEG5u5n+3u65Zz1tbTT3eF08bhK21ilOnTvHzzz+TnJxs9vHNoe98dwt9QqvByL83Z3DT+/so1eoY6GHPhkUJ3DYuWARuQRCEHrjvvvvYs2cPR44cMes4Ie72XB5lOp3wP9tPtl+uVquJiYnh+PHjNDQ0nOnu5627fbgVCgUDBw4kISGBwsJCtm/fjlarNdv8+jJJksjLy+P333/HxsaGyZMnnzVwt/lrH++/nlzZm06ePIlOpyMyMtJsY/zZyt8yqWpoIdTdnmtj/QHTKndCQoJF9ij0BhG6hXYFVY1c9589vPl7FpIE18cF8P0D4xni2396YAqCIPQ1fn5+zJ07l3/9619mH2vhHxvNNqYWdahFdnd3JzAwkJSUlNOOZe8N53PwjYuLC5MmTcLT05Pt27eTkZFh0dM05dbU1MTevXtJS0sjNjaWkSNHdqvbjBzBu66ujvT0dGJiYlCrzV8kcbxIywe7cgH4+xVDUKuUNDc389lnn/Hwww+bfXxz6VHofvvttwkJCUGj0RAbG8uOHTvOeNtt27ahUChO+0hPT+/xpIXet+lIMTNX7uBgfg0ONmrevCGGV68Z3mmjfkEQBKF7lixZwvr16zl16pRZx4kOcGbcQDdajRJv/Hqiw3VDhgyhqamJ7OzsXh2zN06aVKlUDBkyhISEBE6dOkViYiKlpaVmeYHQV7S2tnLixIn21e2pU6fi7e3do8cyZ/BuKysJDg6WpazEaJR4asMRDEaJmcO8mTLYE4A333wTR0dHs/e9N6duh+6vvvqKxYsX89RTT5GSksKECROYMWMG+fn5Z71fRkYGxcXF7R+WbtYvmDS1GFi6/giLPjtIXXMrMYHObHpoArOjT9+4IQiCIPTM6NGjmThxIk8++aTZx3pkegQA3ySf4kTp/8JXW5lJWloa9fX1vTJWbx/t7uLiwuTJkwkMDOTgwYPs2rWLqqqqXphp32E0GsnJyeHXX3+luLiYUaNGdXt1uzPmCt4nT56kpaVFtrKSLw8UkJJfg721imeuMJWRNDQ08O9//5t//OMffaruv7u6vYy5fPly7rzzTu666y4AVqxYwS+//MI777zDK6+8csb7tfUL7QqdTodO97+Tm9pqvPR6fbdOPWy7bX87KVGueWeU1PHQfw9z8o/e23+bEMKDUwdipVL2aOz++vWG/jt3MW95yTXv/vZ1Ebrm1VdfZdSoUTz55JPtG+DMITbIhcujvPn5WAmv/pTOmgXx7de1lZkcPHiQhISE8+qz3NuBu41KpWLgwIEEBgaSlZXF7t278fDwIDIysl8d+f1XkiRRWFhIeno6CoWC4cOH4+Pj06v7pXp7c2VtbS3p6emMGzdOlp7cFfU6/vlTGmB68ejtpAHgxRdfxMvLi/nz55t9DuakkLrx3k1LSwt2dnZ8/fXXzJ07t/3yhx56iNTUVBITE0+7z7Zt25gyZQrBwcE0NzczZMgQnn76aaZMmXLGcZ577jmef/750y7//PPPsbMTpx+eL0mCnaUKNuQqaZUUOFpJ3BxuJMLpwn0bTxD6k8bGRm688UZqa2v7dcgQTnfTTTeh1Wr5/vvvzTrOyfJ6pr++HYNR4st7xjAm9H9lAQaDgR07duDk5MSIESN6FPrMFbg709zcTEZGBvn5+bi5uREaGoqXl1evb+7X6/Vs2rSJmTNn9urR5i0tLeTn57eX9URERBAQEGDWFVtJkkhPTycvL6/HwVun05GYmEhwcDCDBg0ywyxP9/BXqXybUshQP0c2LEpArVJSUVFBWFgYX375JZdffrks8zCXbq10V1RUYDAY8PLy6nC5l5cXJSUlnd7Hx8eHd999l9jYWHQ6HZ9++imXXHIJ27ZtY+LEiZ3eZ+nSpSxZsqT9c61WS0BAANOnT+/WHyC9Xs+WLVu49NJLe/UHyNzMOe+aRj1PbjjGlhxT7+1Jg9x59eqhuPVC7+3++vWG/jt3MW95yTXvi7WDw8XgxRdfJDIykj179jB27FizjTPQYwDz4wP4bF8+r/yUzrf3jms/dlylUjF69GgSExPJzs5m4MCB3XpsOQM3mPp6R0dHM3jwYHJzc0lNTUWpVBIUFERgYKBFDtc5F0mSqKqqIi8vj8LCQpydnYmKisLHx0eW8ojzXfE2Go3s378fV1dX2cqBfzlWwrcphSgU8NJVw9r7nj/11FNER0dz2WWXyTIPc+rRLrm/vrqUJOmMrzgjIiKIiIho/3zs2LEUFBSwbNmyM4ZuGxsbbGxsTrvcysqqR3/oeno/S+vtee/LrmTxV6kU1zZjpVLwxIxI7kjo/VaA/fXrDf137mLe8jL3vPvj10TompCQEO655x7+7//+j+3bt5t1rIemhfNtSiGHCmr4OrmA6+MD26+ztbVl1KhR7N69GwcHBzw9Pbv0mHIH7j+zsbEhIiKC8PBwSktLyc3NJSMjAycnJ7y9vfH29sbR0dFi7W0NBgMVFRWUlJRQUlKCwWDA39+fSZMmWeQdq54Gb0mSOHz4MAaDocfvhHRXqbaZJ9YdBuCeCaFEBzgDpu+3Tz/9lK1bt14QbYu7Fbrd3d1RqVSnrWqXlZWdtvp9NmPGjGHt2rXdGVo4D60GI2/+nsWbv2dilEy9XN+8IYahfufuASoIgiD0rqeffprQ0FB+/PFHZs2aZbZxPB00LJ4Wzsub0nl5UzqXRHrhPuB/C1qurq4MHz6cpKQkJk6cyIABA876eJYM3H+mVCrx8fHBx8cHnU5HSUkJpaWlZGZmYm1tjbe3N25ubjg7O2NnZ2e2sGYwGNBqtdTU1FBeXk5ZWVn7+DExMbi7u1t8019PgndOTg4lJSVMmjRJlvaARqPEo18forpRT5SvY/tGYIAnnniCyy67jNGjR5t9HnLo1lfT2tqa2NhYtmzZ0qGme8uWLcyZM6fLj5OSkoKPj093hhZ6qKimicVfprI/17T7e95If16YE4W9jWgFKAiCYAmenp48+uijPPXUU8yYMcOsweyOhBA2pBRxvFjLiz8cZ8X8mA7XBwYGotVq2bdvHxMnTjzjuyx9JXD/lY2NDUFBQQQFBXVYac7MzESr1aJWq3FycsLZ2RknJyc0Gk37R1cCpSRJtLS00NzcTHNzM42NjdTW1lJTU9Ph8d3d3YmIiLDoSvuZdCd4l5WVcfz4ccaNGydb2c6Hu3PZkVmBxkrJG/NHYK02/TwcOnSI7777jtTUVFnmIYduJ68lS5Zwyy23EBcXx9ixY3n33XfJz89n4cKFgKkeu7CwkE8++QQwdTcJDg4mKiqKlpYW1q5dy7p161i3bl3vPhPhND8fLeH/1h2mtknPABs1L141lKti/Cw9LUEQhIveI488wqpVq1i7di233nqr2cZRq5S8cvUw5r69iw2pRcyL9WdCuEeH20RFRVFXV0dycjKjR48+LTT21cD9VyqVCi8vr/Z33ttWottCcnZ2NjqdjubmZoxGIyqVCo1Gg5WVVYfnvHv3biRJau+kJkkSarUajUaDra0tTk5OhIeHm30lvTd1JXjX19eTlJTE8OHDZft/TivW8upPpnNbnp41hDDP/83p8ccf5+abbzZrpx+5dTt0X3/99VRWVvLCCy9QXFzM0KFD2bRpE0FBQQAUFxd36Nnd0tLCo48+SmFhIba2tkRF/X97dx4e093+cfw9meyRTfbIIogttkQosQQtailtaanaavlV7ZTaim6WUqq0qKqlj6o+bW1VVFpEqDULIXZBkCAim2yTmfP7I02epkISkkwS9+u65mrnnDPnfMKM3HPO99xfH3777bcK3dy8vMvQaPnktyg2HMn5e2jsZs3SN3zxtLPQczIhhBAAlpaWzJ49mw8//JB+/fqV6mX8xu42DGxZnXV/XWXGltP8Pr4tZsb/a/+mUqnw9/cnJCSE8PBwfH198wrJilJwF0StVmNra4utrW2+5YqioNFo8s5eZ2dn5y27f/8+Xl5eGBkZYWxsjKmpKSYmJmUyzKK0Pa7wTk9P5/Dhw3k3p5aFtKxsxm0KJ0ur44V6jrz53P+Ou3//fkJCQrh48WKZZCkrT3RNa+TIkVy9epXMzExCQ0Pz3RC5bt069u/fn/f8vffe49KlS6Snp5OQkEBISIgU3KXowu0Uen55KK/gfrttDX4aESAFtxBClDNvv/02Op2OOXPmlPqxJnWug4u1KdcT0vj4t6iH1hsZGdGyZUsSEhI4deoUiqJU6IL7cVQqFcbGxlhZWeHo6IirqyvVqlWjWrWcK8G548Xt7OywsLCoFAV3roIm0MnIyODQoUM4OjpSv379MsmhKAqTfzrFhdup2FcxYX6vRnlf9LRaLRMmTGDMmDF5fyeVRcWd1kfkoygKG49ep8eXBzl/OwX7KiZ8N6Q507rWyxsfJYQQovwwNjZm9erVLFiwgDNnzpTqsaqYGPLZa41RqWDj0evsPh370DZmZmYEBARw+/Zt/vrrL86cOVPpCm6Rv/A+ePAgISEheTfVltVQmeX7L/NbZCxGahUr+vvlu8F39uzZJCUlMWvWrDLJUpakGqsEktI0jNoYxvQtkWRodLSt7cCucW1oW9uh8BcLIYTQm+eff54BAwYwaNAgtFptqR6rVS173m6b05N7yi+R3EpMf2gbc3NzPDw8iI+Px8nJ6aGhGaJyUKlUVK9eHciZfKhWrVplVnDvPXebz/acB+CDHj40q/6/L3UREREsXryYdevWYWFR+a7QS9FdwZ24mkDXpSHsjIzD0EDF9K51WTe4GQ6WD/c5F0IIUf4sXLiQO3fu8Mknn5T6sSZ2rE0jN2uS0jVM+DECrS7/TMTR0dFcvnyZZs2akZiYmDfURFQu6enpeUNKatasyV9//UVKSkqpH/fy3VTG/RCBosCbz3nw5nOeeeuys7MZPHgww4YNe+Q8LhWdFN0VlFansOzPi/RZdYSbiel42pnzyzsB/F/bmnmzjgkhhCj/LC0tWbduHQsWLOD06dOleixjQwOW9vXF3FjN0egElu39341q/xzD7erqSuvWrbl79y7h4eHodLpSzSXKTlpaGgcPHsTe3h4/Pz/q1auXb4x3aUnO0DD8uxOkZGbTrLots1/yybd+9uzZJCcnM2/evFLLoG9SdFdAcUkZvLn6CIuCLqDVKbzcxJUdY1rnzeAkhBCiYunQoQMDBw4sk2Em1e0t+LhnAwCW/HGR3afjCrxp0szMjNatW5OYmMiRI0fIysoq1Vyi9N27d48DBw7g7OxM48aNUalUBd5cWdIyNFqGrz/BlbsPcLE2ZfmbTfPdbxYeHs7nn3/O+vXrK+WwklxSdFcwQVG3efGLAxy5koC5sZpFrzVmSV9fLE1l2mghhKjIFi5cSHx8PB9//HGpH6tXUzcGtcy5tD9+UxhBxwvuUmJqakqbNm1Qq9UcOHCgTIYgiNJx7do1Dh8+TJ06dWjYsGG+MdylWXhna3WM/SGco9EJVDEx5JuB/vmGwOYOKxk+fDht2rQpseOWR1J0VxAZGi0fbD/D8O9OkJimoUE1K3aMaU2vpm76jiaEEKIEVKlSJW+YSWRkZKkfb2b3+vhVsyAjW2HdZRMU44LPMBoZGdG8eXNcXV05cOAAt2/fLvVsouTodDoiIyOJioriueeew8vLq8DtSqPwVhSF6Vsi2RN1G2NDA1YP8qdBNet828yaNYvU1NRKPawklxTdFcClO6m8svwv1v11FYBhrb345Z0AajhU0W8wIYQQJap9+/YMHjy4TIaZxFy/Rh/3B7jZmHArKZN3vg8jK7vgsdsqlYr69evTuHFjjh8/zqVLl+QGywogKyuLI0eOcPfuXdq2bYuDw+O7mpV04T1/9zn+e+IGBipY9oYvLWrY5VsfFhbGkiVLWL9+Pebm5k91rIpAiu5yTFEUfjx+nZeWHeRsbDJ2FsasHdyM97vXx8RQXfgOhBBCVDgLFiwgISGhVPsU547h7ti2JWveeo4qJoYci05g8s8n0ekeXUy7ubnRqlUrLl++TFhYWKl/MRBPLjk5mQMHDqBWq2nTpk2Rx0qXVOH9dfBlvg6+AsD8Xo3o7OOcb31GRgaDBg3i//7v/2jduvUTHaOikaK7nErPhgn/jWTKL5Gka7S0qmXHrnFtaF/XUd/RhBBClKIqVarwww8/8Pnnn7N58+YS3/+/b5qs7WTJsn6+GBqo2BZxi9nbzzz2LLatrS2BgYE8ePCAkJAQkpOTSzyjeHKKonDt2jVCQkKoVq0azZs3x8ioePd9PW3h/XXwZebtOgfAtC51ed3fPd96nU5H//79MTAwYO7cucXad0UmRXc5FB6TyIJTan47ndN7e8qLdfnPkOdwtDLVdzQhhBBloGXLlnz55ZcMGTKkRMd3P2pq9/Z1HFn0es6Mlf85co1Fey48dj+mpqa0atUKBwcHDhw4wIULF6StYDmQnp7O0aNHOXv2LE2bNqVevXpPPOnNkxTeiqKw5I8LeQX3mA61eDuw5kPbffLJJ+zfv59ff/31mRhWkstQ3wHE/+h0CisPXGbRngtodSrcbM1Y+oYvfh4yI5gQQjxrhgwZwqlTp+jZsyfHjx/Hzs6u8Bc9xqMK7lw9m1QjJSOb97ee5st9l7A2M2J42xqP3J9arcbHxwcXFxfCw8OJjY3F19cXKyurp8opik9RFGJiYoiMjMTFxYUOHTpgbGz81PvNLbwBDh06RKtWrbC0tHxkhvm7zvH1gZwhJZM712FU+1oPbbd582bmz5/Pnj178PDweOqMFYmc6S4n7iRnMGDNURbsPo9Wp+Bnp2P7yBZScAshxDPss88+o0aNGrzyyitPNX66sII7V/8WnkzuXAeAOTvP8t3hq4Xuu2rVqrRr1w57e3s5660HuWe3o6KiaNq0KX5+fiVScOcqyhlvnU5h9vYzeQX3zO71Cyy4T58+zZAhQ1i2bNkzM477n6ToLgf2nbvDi1+EcOjSPcyM1Mx92YeB3jrpvS2EEM84Q0NDfvrpJ27evMnIkSOfaB9FLbhzjWxXk7cDc85wz9p2hq/2XSr0NblnvQMCAoiJiZGx3mVAURSuX7/Ovn37MDIyokOHDjg7Oxf+wifwuMJbo9Ux5ZdTfHf4GioVzH2lIUNbP9yWMCEhgZ49ezJo0CCGDh1aKjnLOxleokeZ2VoW7D7PtwejAajnYsWyN3zxtDVh586Tek4nhBCiPLC1tWXHjh20aNGChg0bMnr06CK/trgFN+QUWFNfrIuJ2oCley+x8PfzpGRkM+XFOoWOD849633u3DmCg4Px8PCgTp06mJrKPUklKT4+nqioKNLS0vD19cXFxaXUj1nQUBOd2pSRG0M5dOkeagMVn73WiFd8H54/RKvV8uqrr1K9enUWLVpU6lnLKym69eTK3VTGbgrn9M2cMwGDA6oztUtdTI3UaDQaPacTQghRntSrV48ffviB3r1706BBA9q1a1foa56k4M6lUqmY2KkOVUwNmbvzHCuDL5OaqeGjHg0wMHh84Z171tvDw4OzZ8/yxx9/UKNGDby9vYvdRUPkl5SURFRUFAkJCdSqVYuaNWtiaFh2pdw/C+8tQQdZc9mEq/fSMTdWs7SvLy/UdyrwdaNGjSImJobjx4+Xad7y5tn9yfVEURR+CbvJrG2nScvSYmtuxMLejR/5RhVCCCEAunbtygcffECfPn04evQo1atXf+S2T1Nw/9P/ta1JFRMjZmyNZMOR6ySlZ7OwdyNMjQqfK8LS0pLmzZtz//59oqKiCAoKonbt2nh5eaFWy1wTxfHgwQPOnTtHbGws1atXx8/PDxMTk8JfWApUKhWJxg4sPHmVlMx0nK1MWDO4OfVdC76BdsWKFWzcuJGjR48+1XuxMpCiuwylZGiYufU0WyNuAdCiRlWW9PHF2VouuwkhhCjc5MmTOXnyJN26dePAgQMFdjQpqYI7V7/nPLAwUfPuf0/y68lbXE9I45sBTYvcxtbW1paAgADu3r1LVFQUly9fpm7duri7u2NgILeWPU5GRgYXLlzg2rVrVKtWjQ4dOui9xd5PJ2KYviUSjVahtp0JQ2trcLcs+OrHjh07ePfdd/npp5+oV69eGSctf+TdXkZOxiTSfdlBtkbcQm2gYlKn2nw/rIUU3EIIIYpMpVKxZs0aqlWrxvPPP09SUlK+9SVdcOfq2aQa3w1pjrWZESdjEun51SFO30wq/IX/yO3o6EhgYCA+Pj5cvHiRP/74g4sXL5KVlVViOSuLpKQkwsPDCQoKIj09ncDAQPz8/PRacGdotEzfEsnkn0+h0Sp0a+jCtnHtaFS7eoFdTfbs2cMbb7zB559/Trdu3fSUunyRoruU6XQKXwdfpteKv7h2L41qNmb89+0WjO7gjbqQcXFCCCHEv5mYmLB161ZsbGx44YUXSE1NBUqv4M4VUMuebaNaUdPBgtikDHqv/ItdkbHF2odKpcLNzY3nn3+eBg0acPv2bfbs2UNERMRDXyCeNTqdjlu3bnHw4EFCQkJQqVQEBgby3HPP6b33+aU7Kbz81SE2Hr2OSgVjn/dm2Ru+mBkbFtjVJDg4mN69ezNnzhzefvttvWYvT2R4SSm6m5LJuz+d5MCFuwB0bejMvFcaYW0uN5IIIYR4cubm5uzYsYNOnTrRuXNnvvnmG6Kjo0ut4M5V3d6CzSNbMeaHcA5cuMs734fxdmANJnWqg5G66OfxVCoVrq6uuLq6kpSUxJUrVwgJCcHS0hJPT0+qVav2zNx0mZqayrVr14iJiUGtVlO9enWaN29eor22n8bPoTeYufU06Rot9lWM+bxPE9p4O+St/3dXE2NjY3r16sXMmTMZO3asvmKXS1J0l5LgC3d5978RxKdmYWpkwOyXfOjbzP2Jp2MVQggh/qlKlSrs3r2bDh06MHjwYLZs2VImN6pZmxmxZpA/c3eeY82haL4OvsKRKwks6+uLh13xhz9YW1vj6+tLgwYNuHHjBlevXuX06dM4OTnh7OyMk5NTuSlAS4KiKKSkpBAXF0dcXBxJSUk4Ozvj5+eHg4NDuakTHmRmM3PraTaH3wSgVS07Pu/TBEfLh4fF5hbeZ86cYfjw4UycOJHJkyeXdeRyT4ruEpaVreOzPedZ9fesTHWcLPmyny/eTgVPmyqEEEI8KSsrK4KCgujYsSOvvfYae/bsoUqVKqV+XEO1AbNeqk9zL1ve+/kUJ2MS6bo0hDmvNKBnk2pPtE8jIyO8vLzw8vIiKSmJ2NhYLl++THh4OFWrVs0rwB81DXl5ptPpuHfvXl6hnZmZiYODA56enjg7O+utE8mjHLwYz7Qtp4hJSMdABRM71uaddrUeOyw2JCSEYcOGMX78eGbOnFmGaSsOKbpL0LV7Dxj7Qzgnb+SMSxvQwpMZ3eoVqbWSEEII8SRsbW3Zu3cvXbp0oX379gQFBWFjY1Mmx36xgQsN3WwYvymc41fvM25TBCEX45n9Uv2nmlXZ2toaa2tr6tatS3p6OnFxcdy+fZuzZ89iZmaGs7MzdnZ22NjYYGpqWm7ODufS6XSkpqZy//597t69y+3bt1Gr1Tg7O9OwYUMcHBzKZdvEpDQNn/wWxU+hNwCoZmPG532a0Nzr8VdQ/vjjD3r16sX06dOZMmVKWUStkKToLiFbw2/y/tbTpGZmY21mxILejejsUzrTsQohhBD/ZGVlxZ49e+jevTvt2rXjzz//LLCdYGmoZmPGD8NbsGzvJZbtvcjPoTc4eDGeD3v6lMjvQTMzs7wz4NnZ2dy9e5e4uDjOnj1LSkoKJiYm2NjYYG1tjY2NTZkX4jqdjpSUFBITE0lKSiIxMZHk5JyJ76ytrbG3tycgIAAbG5ty9+Xgn3ZFxjJr+xnupmSiUsGgltWZ1LkOVUweXyru3LmTPn368MknnzBu3LgySlsxSdH9lB5kZjNz22k2h+WMeWpevSpL+jbB1cZMz8mEEEI8SywsLNi5cycvv/wyrVu35tdff6VWrVplcmxDtQETOtYmoKYd7/1yimv30nj7P6G86OPMhz19cCpiT+9Cj2NoiIuLS96059nZ2SQnJ5OYmEhiYiKxsbGkpKRgbGyMlZUVJiYmmJqa5j3++dzQ0LDQIlhRFDIzM8nIyMj7778fycnJqFSqvILfy8sLGxsbqlSpUq6L7Fw3E9P5+Ncodp+JA6CmgwULejeiqWfh9wesW7eO0aNH89lnnzFixIjSjlrhSdH9FE7fTGLMD+FExz/A4O8WOmOkFaAQQgg9MTMzY/v27bzzzju0aNGCjRs30qlTpzI7/nM17Ph9fFuW/nmRVQeusPtMHIcuxTOlS136NfcodAr54jI0NKRq1ar5biDNLcRTU1PzCuP79+/nK5R1Oh0GBgao1WpUKlXeA3KGSkDOGWytVouiKBgZGT1UuNvb22NqaoqVlVWFKbD/KTUzmxX7L7E6JJrMbB2GBireaVeTUe1rFTosVqfTMWnSJFatWsW6devo3bt3GaWu2KTofgKKovDtwWg+3X0OjVbBxdqUL/r6FjrmSQghhChtJiYmfPvtt3zxxRe8/PLLzJkzhwkTJpTZ8U2N1Lz3Yl1eauzK1F9OcfJGEu9vPc2m49eZ3qUeAbXsS/X4BRXi/6QoCtnZ2XnFt6IoKIpCVlYWR44cwd/fH2NjY1QqFYaGhpiYmJTL8ddPKlur478nbrA46DzxqTkTEz3nVZXZL/k8cir3f0pOTua1114jKiqKgwcP0qRJk1JOXHlI0V1M8amZTP7pJPvO5/Te7uzjxKe9GmFjXnnaGQkhhKjYVCoV48ePp379+rz++utERkayatUqDA3L7td+PRcrNo9sxfq/rrI46AKnbybTb/VR2tVxYFqXetRx1k8XEpVKhZGR0UN9wDUaDQA2NjaVske4oigEX7jL3J1nuXA7Z0IlL3sLpnapS6f6TkU6U3/x4kV69OiBra0toaGhODo6lnbsSkWK7mI4dCme8T9GcDclE2NDA2Z2r0//5zwq3CUlIYQQz4ZOnTpx/PhxunfvTmBgIFu3bsXBwaHwF5YQtYGKIa296NnElWV7L7HhyDX2n7/LgQt3ea2pOxM61sbZumTGe4uCKYrCn2fv8OW+S0TEJAI5vdbHPe9N/xaeGBsWbVKj33//nTfffJOePXuyYsWKStU7vazINPBFoNHq+HT3Ofp/e5S7KZl4O1Zh++hWDGjhKQW3EEKIfObNm0ezZs2wtLTE0dGRl19+mfPnz+et12g0TJkyhYYNG2JhYYGrqysDBw7k1q1b+fbTrl27fOONVSoVffv2zbfN4cOHadKkCZ6ennzzzTcF5vH29ubYsWNYWVnRrFkzwsPDS/6HLoRdFRM+6OFD0MRAujRwRqfAjydiaLtgH9M2n+Jq/IMyz1TZaXUKv568RZcvQhj23QkiYhIxMTRgaGsvgie3Y0hrryIX3IsWLeKVV15h1qxZrF69usCCe8WKFTRq1AgrKyusrKxo2bIlu3btylu/efNmOnfujL29PSqVioiIiIf2UVLv+fJKznQXIiYhjTE/hOd9O+z3nAczu9XHzLjyjO8SQghRcoKDgxk1ahTNmjUjOzubGTNm0KlTJ6KiorCwsCAtLY2wsDBmzpxJ48aNuX//PuPHj6dHjx6cOHEi376GDx/ORx99lPfczCx/Z6whQ4bwySef4OLiwsCBA+ncuTMeHh4PZbK2tmbHjh1MmzaNwMBAvvnmG/r06VM6fwCP4WVvwYr+TQm9dp9Pd53j2NUEfjgWw4/HY+jS0IV3AmvSoJp1meeqTDI0WrZH3GJF8GWi//4yY2Gspn9LT4a1roGDZdEn4snKymL48OFs376d7du388ILLzxyWzc3N+bPn5/XMWf9+vX07NmT8PBwfHx8ePDgAa1ateK1115j+PDhj9xPSb3nyyMpuh/j15O3mL45kpTMbKxMDZnfqxFdG7roO5YQQohybPfu3fmer127FkdHR0JDQ2nbti3W1tYEBQXl22bZsmU0b96c69ev5ysgzM3NcXZ+dK/rtLQ0/Pz8cHR0xNbWltTU1Eduq1arWbBgAY0aNeKtt97i6NGjzJ8/Xy/DBJp62vLfES05fjWBFfsvs/fcHX47Fctvp2Jp423P4IDqBNZ2wFAtF+SL6tKdVDYevc4vYTdISs8Zn25tZsRbraozOKB6se89u3z5Mm+++SaJiYkcP3680PaTL730Ur7nc+bMYcWKFRw5cgQfHx8GDBgAwNWrVx+7n5J8z5c38m4uQFpWNu/9fJIxP4STkplNU09bdo5rIwW3EEKIYktKypml+FHdNHK3ye31/E/ff/899vb2+Pj4MGnSJFJSUvKtnzVrFvXq1cPa2poWLVpQv379QvP079+fAwcOsGPHDvz8/Dh27Fjxf6gS0qx6VdYMbsaucW14uYkragMVIRfjGbr+BK0/3cfiPee5cT9Nb/nKu8xsLdtP3qLP14d5YXEwaw5Fk5SuoZqNGdO61OXQ1A6Mf6F2sQpunU7H4sWL8fX1pWbNmhw7dqzY/d61Wi2bNm3iwYMHtGzZslivLY33fHkhZ7r/5cytnN7bV+4+QKWC0e1rMe55b/m2LYQQotgURWHixIm0bt2aBg0aFLhNRkYGU6dOpV+/flhZ/a9l25tvvomXlxfOzs6cPn2aadOmcfLkyXxnyYcOHUrfvn3JysrC1ta2yLn8/f05efIkM2fOpF27dowaNYo5c+bo7ea4ei5WLOnry8SOdfju8FV+CbtBXHIGS/deYtm+S7TxdqCPvzsd6jo+88M7tTqFo9H32BkZy87IOBIe5LT9M1BBh7qO9HvOg8Dajk80Z8jly5d56623OH/+PBs2bKBHjx7Fen1kZCQtW7YkIyODKlWqsGXLlmIVxaX5ni8PpOj+m6IorP/rKnN3niNLq8PJyoQlfXxpWbNsptEVQghR+YwePZpTp05x8ODBAtdrNBr69u2LTqdj+fLl+db9c9xrgwYN8Pb2xt/fn7CwMPz8/PLWWVhYYGFhUexsZmZmfPbZZ/Tq1YuBAweye/du1q5di7+/f7H3VVI87Mx5v3t9Jr9Yhz1nbrPp+HUOXbrHgQs5HU/MjNS0q+PAiw2c6VDXEUvTytfaryDZWh3HohP4LTKW38/E5fXXBnCyMqFPMw/6NnN/4tmwdTodS5cuZdasWXTv3p2tW7c+9srMo9SpU4eIiAgSExP55ZdfGDRoEMHBwUUuvEv7Pa9vUnQDCQ+yeO/nk/xx9g4AL9RzZEHvxlS1kHY4QgghnsyYMWPYvn07Bw4cwM3N7aH1Go2G119/nejoaPbu3ZvvLHdB/Pz8MDIy4uLFi/kKkKfVsmVLTp06xfvvv0/btm0ZPXo0c+fOLdOe3v9mYqjmpcauvNTYlWv3HvDj8Ri2RdziZmI6u07Hset0HMZqA1p729PZx4mAmva4VzXXW97ScDs5g0OX4jl06R7BF+7kK7StzYzo7ONE14YutK5l/1RX43PPbp87d47//Oc/9OzZ84n3ZWxsnDcUxd/fn+PHj/PFF1/w9ddfP9H+Sus9ry/PfNF9+PI9xv8Yzu3kTIzVBkzvWpdBAdWlFaAQQognoigKY8aMYcuWLezfvx8vL6+HtsktuC9evMi+ffuwsyv8quqZM2fQaDS4uJT8/UVmZmYsWrSIXr16MWjQIHbt2sW6deto2rRpiR+ruDztLHjvxbpM7lyH0zeT2XU6lt2n47gS/4C95+6w91zOCTM3WzNa1rCjZc2ch4v1k5311ZekNA1Ho+/x1+V7HLwUz6U7+W8QtDE3onN9Z7o2ciGgph1GTznsNffs9uzZs+natStbtmwp0vuwOBRFITMz84lfX5rveX14ZovubK2OL/68yJf7LqEoUMPBgi/f8CvSFKhCCCHEo4waNYqNGzeybds2LC0tiYuLA3La9pmZmZGdnU3v3r0JCwtjx44daLXavG2qVq2KsbExly9f5vvvv6dr167Y29sTFRXFu+++i6+vL61atSq17AEBAZw6dYoZM2bQpk0bRo8ezQcffIC5uf7PIqtUKhq6WdPQzZrJnetw8U4quyLj2H/hDqduJHHjfjo/hd7gp9AbAHhUNadhNWvqu1pR39UKHxcrHCxNysVJtfsPsjh9K4nIm0mcuZlM5M0krifkv2FUpYKG1awJqGlP61r2PFej6lMX2rnOnz/P22+/TVRUFOvXr+fll19+6n1Onz6dLl264O7uTkpKCps2bWL//v153XwSEhK4fv16Xj/63N71zs7OODs76+09X5aeyaL7xv00xm2KIPTafQD6+Lszu0d9zI2fyT8OIYQQJWjFihVAzkQf/7R27VoGDx7MjRs32L59OwBNmjTJt82+ffto164dxsbG/Pnnn3zxxRekpqbi7u5Ot27dmD17Nmp16d5IaGZmxuLFi+nduzfDhg3j+++/57333mP06NGlfuyiUqlU1HaypLaTJeNe8CY1M5vjVxM4cvkeh6/c4/TfRez1hDR+i4zNe519FWPquVjhUdUcN1tzqtma4fb3w8ak5BomKIrC/TQN1xPSiPk7R+5/r8Y/4FZSRoGvq2FvQUAtO1rXsqdFDbtit/krTGxsLNOmTWPTpk307t2bX375pcTObt++fZsBAwYQGxuLtbU1jRo1Yvfu3XTs2BGA7du389Zbb+VtnzvpzezZs/nggw/0+p4vK89clbkrMpYpv5wiOSMbSxND5r7akJcau+o7lhBCiEpCUZTHrq9evXqh27i7uxMcHFySsYotICCAyMhINmzYwPvvv89XX33FrFmz6NevHwYG5aujVxUTQ9rXcaR9HUcAkjM0RFxP5GxsMlGxyUTdSuby3VTiU7MIuRhf4D6MDQ0wN1Dz5eVDWJkZY2lqiKWpEZamhpgbqVEARQHd3393iqKgUyA1M5vEtCyS0jUkpmtITteQlK5Bo33837GXvQU+rlY0rGZNg2rW+LhalXiRnSspKYkPPviA1atXExAQwJEjRx76wve0vv3228euHzx4MIMHD37k+vLwni9tT1R0L1++nIULFxIbG4uPjw9LliyhTZs2j9w+ODiYiRMncubMGVxdXXnvvfcYMWLEE4d+EulZWj7aEcUPx64D0MTdhmVv+Fa6Gy+EEEKIkqJWqxk0aBB9+vRh+fLljB07lsWLFzNv3jw6d+6s73iPZGVqRNvaDrSt7ZC3LD1Ly4XbKZyLS+bG/XRu3k/P+W9iOrFJ6WRl68hCReKdB0DJTEvvbGWac1a9qhkeVc3zHnWcLcuk80pmZiaffvopS5cuxcvLi19//fWhKzCi7BS76P7xxx8ZP348y5cvp1WrVnz99dd06dKFqKioAqfhjI6OpmvXrgwfPpwNGzZw6NAhRo4ciYODA7169SqRH6Iw5+NSmPBTJBfvpKJSwTuBNZnQsXaJjY0SQgghKjNTU1MmTpzIsGHDWLhwIa+++irNmjVjwYIFNG/eXN/xisTMWE1jdxsau9s8tE6j1XHjXio7gvbRqOlzpGcrJGdkk5KRTUqGhnSNFhUqDFQ5Y61VqP7+L1iaGmFtZoSVmRE25jn/b21mRFULY0yN9DMsQqvVsnLlSubPn4+ZmRmrVq3ilVdeKRfj2Z9lxS66Fy9ezNChQxk2bBgAS5Ys4ffff2fFihXMmzfvoe1XrlyJh4cHS5YsAaBevXqcOHEirzdoaVIUhYNxKt77+iiZ2TocLE1Y0qcJrWrZl+pxhRBCiMrIysqKjz/+mNGjR/PRRx/Rpk0bXnzxRRYsWECdOnX0He+JGakNcLM1w6MKOZ1BjCpm/2+dTsfPP//MrFmzSE5O5uOPP2bQoEF6bf8o/qdYfwtZWVmEhoYyderUfMs7derEX3/9VeBrDh8+TKdOnfIt69y5M99++y0ajabAN3ZmZma+FjPJyclATosljUZTpKzpWVom/nSSP6LVgI7A2vZ8+moD7CyMi7wPfcnNV95z/ltFzQ0VN7vkLltllbui/bmIZ4+TkxNfffUVEydOZMaMGTRq1IiOHTsyadIkGb6gBxkZGaxatYqvv/6amzdvMn36dMaMGYOZWcVqm1jZFavojo+PR6vV4uTklG+5k5NTXrujf4uLiytw++zsbOLj4wvsvThv3jw+/PDDh5bv2bOnyG2LFAVuxRmgVqno4amjbdU4jgYXnLG8+ue0pxVJRc0NFTe75C5bpZ07LS2t8I2EKAdq1qzJpk2bOHfuHEuXLqVbt254e3vzzjvv8NZbb+ltWvlnRUxMDJ999hkbN27EysqKcePGMXjw4EInWhL68UTXG/49JkhRlMeOEypo+4KW55o2bRoTJ07Me56cnIy7uzudOnUq1hvJv9UDtu4JZsgrHSvUpSKNRkNQUBAdO0ruslJRs0vuslVWuXOv7glRUdStW5fly5czd+5cVq9ezdy5c5k9ezavv/46Y8aMwdvbW98RKw2dTseuXbtYuXIlQUFBtGrVirVr19K1a9dy11VG5Fesotve3h61Wv3QWe07d+48dDY7l7Ozc4HbGxoaPrI3pImJCSYmJg8tNzIyKtYvOicbC9yrFP915YXkLnsVNbvkLlulnbsi/pkIAWBjY8OkSZOYMGECO3bsYOXKlfj4+NCiRQuGDBlCv3795Oz3E7p58yZfffUVmzZtIiEhgQEDBhAaGoqPj4++o4kiKtZXImNjY5o2bfrQpdWgoCACAgIKfE3Lli0f2n7Pnj34+/vLLxYhhBCiElKr1fTs2ZNdu3Zx6dIl2rdvz4wZM3Bzc2Pw4MFs27aNrKwsfccs9+Li4li6dCkdO3akRo0ahISE8NFHHxEbG8uyZcuk4K5gin0dYuLEiaxevZo1a9Zw9uxZJkyYwPXr1/P6bk+bNo2BAwfmbT9ixAiuXbvGxIkTOXv2LGvWrOHbb79l0qRJJfdTCCGEEKJc8vDw4MMPP+T69eusX78eAwMDhg0bhoODA926dWPFihXExxc8Yc2zKCIigunTp+Pv74+7uzurV6+mRYsWnDx5kpCQEPr37y83SFZQxR7T3adPH+7du5f3TatBgwbs3LkTT09PIGeK0evXr+dt7+Xlxc6dO5kwYQJfffUVrq6uLF26tMx6dAshhBBC/9RqNV26dKFLly7odDqOHTvGtm3bWLZsGWPHjsXPz4/OnTvTp0+fZ+oMbnZ2Nr///jubN29m79693Lp1i8DAQIYMGUL37t0LnANFVExPdCPlyJEjGTlyZIHr1q1b99CywMBAwsLCnuRQQgghhKhkDAwMaNGiBS1atGDevHlER0fz66+/snXrVubNm4enpycdOnSgffv2tGnTBjc3N31HLjFarZaTJ09y6NAhgoKCCAkJQaVS0b17dz777DM6deqEpaWlvmOKUiDd0oUQQgihV15eXowdO5axY8eSlJTE7t272b59OzNmzCA6OhpnZ2fq1atHo0aNaN68OW3atMHd3V3fsQul1WqJiIjg0KFDnDhxgjNnznD+/Hk0Gg0NGzakffv2TJkyhRYtWqBW62f2SlF2pOgWQgghRLlhbW1Nnz596NOnDwCJiYmEh4cTFhbG8ePHmTVrFpcvX8bJySlfIV6/fn08PT2pWrVqmWfWarXcunWLq1evEhYWlq/A1mq1NGrUiGbNmjF69Gj8/PyoX7++NJN4BknRLYQQQohyy8bGhvbt29O+ffu8ZcnJyYSHhxMaGsrx48f58MMPuXbtGllZWZibm2Nvb4+9vT0ODg44ODjg6uqKq6srbm5uuLu74+joiImJCUZGRhgbG+e1MdRqtTx48ADI6cuflZVFWloaN2/eJCYmhhs3bhAbG0tsbCx3794lPj6e+Ph47t27R3Z2NtbW1tSpU4dmzZoxduxYmjZtSr169WQadgFUkKI7dzKd4k4YodFoSEtLIzk5uUJ9o5TcZa+iZpfcZauscuf+W5f7b58QIj8rKysCAwMJDAzMW6YoComJidy6dSuvMI6NjeXmzZtcuXKFgwcPEhsbS1xcHOnp6cU6nq2tLS4uLri4uODq6kqtWrVo27Zt3rLch3QVEY+jUirAv+o3btyoEGO3hBCiJMXExFSqG8iEKA8URUGj0aDVatFoNGRnZ5OdnY1Go8HAwABDQ0OMjIwwNDTM9xDiaVWIolun03Hr1i0sLS0fO938v+VOHx8TE1Os6eP1TXKXvYqaXXKXrbLKrSgKKSkpuLq6yrTOQghRSVSIr24GBgZPdbbHysqqQv1izyW5y15FzS65y1ZZ5La2ti7V/QshhChbcgpFCCGEEEKIUiZFtxBCCCGEEKWsUhfdJiYmzJ49GxMTE31HKRbJXfYqanbJXbYqam4hhBD6VyFupBRCCCGEEKIiq9RnuoUQQgghhCgPpOgWQgghhBCilEnRLYQQQgghRCmTolsIIYQQQohSVqmL7uXLl+Pl5YWpqSlNmzYlJCRE35Eea968eTRr1gxLS0scHR15+eWXOX/+vL5jFdu8efNQqVSMHz9e31EKdfPmTfr374+dnR3m5uY0adKE0NBQfcd6rOzsbN5//328vLwwMzOjRo0afPTRR+h0On1Hy+fAgQO89NJLuLq6olKp2Lp1a771iqLwwQcf4OrqipmZGe3atePMmTP6Cfsvj8uu0WiYMmUKDRs2xMLCAldXVwYOHMitW7f0F1gIIUS5V2mL7h9//JHx48czY8YMwsPDadOmDV26dOH69ev6jvZIwcHBjBo1iiNHjhAUFER2djadOnXiwYMH+o5WZMePH2fVqlU0atRI31EKdf/+fVq1aoWRkRG7du0iKiqKRYsWYWNjo+9oj/Xpp5+ycuVKvvzyS86ePcuCBQtYuHAhy5Yt03e0fB48eEDjxo358ssvC1y/YMECFi9ezJdffsnx48dxdnamY8eOpKSklHHShz0ue1paGmFhYcycOZOwsDA2b97MhQsX6NGjhx6SCiGEqDCUSqp58+bKiBEj8i2rW7euMnXqVD0lKr47d+4ogBIcHKzvKEWSkpKieHt7K0FBQUpgYKAybtw4fUd6rClTpiitW7fWd4xi69atmzJkyJB8y1599VWlf//+ekpUOEDZsmVL3nOdTqc4Ozsr8+fPz1uWkZGhWFtbKytXrtRDwkf7d/aCHDt2TAGUa9eulU0oIYQQFU6lPNOdlZVFaGgonTp1yre8U6dO/PXXX3pKVXxJSUkAVK1aVc9JimbUqFF069aNF154Qd9RimT79u34+/vz2muv4ejoiK+vL998842+YxWqdevW/Pnnn1y4cAGAkydPcvDgQbp27arnZEUXHR1NXFxcvs+oiYkJgYGBFeozmispKQmVSlXur5IIUdkVZZimSqUq8LFw4cK8bTIzMxkzZgz29vZYWFjQo0cPbty4kW8/hw8fpkmTJnh6elaI3x1C/ypl0R0fH49Wq8XJySnfcicnJ+Li4vSUqngURWHixIm0bt2aBg0a6DtOoTZt2kRYWBjz5s3Td5Qiu3LlCitWrMDb25vff/+dESNGMHbsWL777jt9R3usKVOm8MYbb1C3bl2MjIzw9fVl/PjxvPHGG/qOVmS5n8OK/BnNlZGRwdSpU+nXrx9WVlb6jiPEM60owzRjY2PzPdasWYNKpaJXr15524wfP54tW7awadMmDh48SGpqKt27d0er1eZtM2TIEGbOnMkPP/zAp59+Wq6Hr4rywVDfAUqTSqXK91xRlIeWlVejR4/m1KlTHDx4UN9RChUTE8O4cePYs2cPpqam+o5TZDqdDn9/f+bOnQuAr68vZ86cYcWKFQwcOFDP6R7txx9/ZMOGDWzcuBEfHx8iIiIYP348rq6uDBo0SN/xiqUif0Yh56bKvn37otPpWL58ub7jCPHM2717d77na9euxdHRkdDQUNq2bQuAs7Nzvm22bdtG+/btqVGjBpBz5erbb7/lP//5T96V2w0bNuDu7s4ff/xB586dgZz7O/z8/HB0dMTW1pbU1NTS/vFEBVcpz3Tb29ujVqsfOmN2586dh86slUdjxoxh+/bt7Nu3Dzc3N33HKVRoaCh37tyhadOmGBoaYmhoSHBwMEuXLsXQ0DDfmYHyxMXFhfr16+dbVq9evXJ/tmLy5MlMnTqVvn370rBhQwYMGMCECRMq1FWG3F96FfUzCjkF9+uvv050dDRBQUFylluIcqiwYZq3b9/mt99+Y+jQoXnLQkND0Wg0+Ya/ubq60qBBg3zD32bNmkW9evWwtramRYsWD/0+EeLfKmXRbWxsTNOmTQkKCsq3PCgoiICAAD2lKpyiKIwePZrNmzezd+9evLy89B2pSJ5//nkiIyOJiIjIe/j7+/Pmm28SERGBWq3Wd8QCtWrV6qGxfhcuXMDT01NPiYomLS0NA4P8H121Wl3uWgY+jpeXF87Ozvk+o1lZWQQHB5frz2iu3IL74sWL/PHHH9jZ2ek7khDiX4oyTHP9+vVYWlry6quv5i2Li4vD2NgYW1vbfNv+e/jb0KFDuXfvHnfv3i133aNE+VRph5dMnDiRAQMG4O/vT8uWLVm1ahXXr19nxIgR+o72SKNGjWLjxo1s27YNS0vLvA+3tbU1ZmZmek73aJaWlg/9g2ZhYYGdnV25Ho8+YcIEAgICmDt3Lq+//jrHjh1j1apVrFq1St/RHuull15izpw5eHh44OPjQ3h4OIsXL2bIkCH6jpZPamoqly5dynseHR1NREQEVatWxcPDg/HjxzN37ly8vb3x9vZm7ty5mJub069fPz2mzvG47K6urvTu3ZuwsDB27NiBVqvN+6xWrVoVY2NjfcUWQvxDUYZprlmzhjfffLNIQyMLGv5mYWGBhYXFU2cVzwh9tk4pbV999ZXi6empGBsbK35+fuW+9R5Q4GPt2rX6jlZsFaFloKIoyq+//qo0aNBAMTExUerWrausWrVK35EKlZycrIwbN07x8PBQTE1NlRo1aigzZsxQMjMz9R0tn3379hX4fh40aJCiKDltA2fPnq04OzsrJiYmStu2bZXIyEj9hv7b47JHR0c/8rO6b98+fUcXQiiKMnr0aMXNzU25cuXKI7c5cOCAAigRERH5lv/5558KoCQkJORb3qhRI2XWrFmlklc8G1SKoihlV+ILIYQQQpQORVEYM2YMW7ZsYf/+/Xh7ez9y28GDB3P69GlOnDiRb3lSUhIODg5s2LCB119/HcjpeOLm5sbOnTvzbqQUorgq7fASIYQQQjxbijpMMzk5mZ9++olFixY9tA9ra2uGDh3Ku+++i52dHVWrVmXSpEk0bNiwwsxDIconOdMthBBCiErhUS1H165dy+DBg/Oer1q1ivHjxxMbG4u1tfVD22dkZDB58mQ2btxIeno6zz//PMuXL8fd3b20ootngBTdQgghhBBClLJK2TJQCCGEEEKI8kSKbiGEEEIIIUqZFN1CCCGEEEKUMim6hRBCCCGEKGVSdAshhBBCCFHKpOgWQgghhBCilEnRLYQQQgghRCmTolsIIYQQQohSJkW3EEIIIYQQpUyKbiGEEEIIIUqZFN1CCCGEEEKUsv8H/1zl4pqDeqwAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "r = np.arange(0, 2, 0.01)\n", "theta = 2 * np.pi * r\n", "\n", "fig = plt.figure(figsize=(9,3))\n", "\n", "ax1 = fig.add_subplot(1,2,1)\n", "ax1.plot(theta, r)\n", "ax1.grid(True);\n", "\n", "ax2 = fig.add_subplot(1,2,2, projection='polar')\n", "ax2.plot(theta, r)\n", "ax2.set_rmax(2)\n", "ax2.set_rticks([0.5, 1, 1.5, 2])\n", "ax2.grid(True);" ] }, { "cell_type": "markdown", "id": "6c3ceebc-6aee-432b-ae6d-645da981d7b0", "metadata": {}, "source": [ "### Несколько систем координат на одном рисунке\n", "\n", "Для построения несолькоих систем координат будем использовать `matplotlib.gridspec`. " ] }, { "cell_type": "code", "execution_count": 162, "id": "765477bc-3508-42b8-867c-5e3c9ec6aebb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Задаем сетку для деления 2 строки 3 столбца\n", "grsp = matplotlib.gridspec.GridSpec(2, 3)\n", "\n", "fig = plt.figure()\n", "\n", "# Получаем указатели на отельные оси с помощью слайсов\n", "axis1 = fig.add_subplot(grsp[0, :]) # Вся верхняя строка\n", "axis2 = fig.add_subplot(grsp[1, 0:2]) # Нижняя строка две левых клетки\n", "axis3 = fig.add_subplot(grsp[1, 2]) # Нижняя строка правый угол\n", "\n", "t = np.arange(0.0, 1.0+0.1, 0.01)\n", "v = 1 + np.sin(2*np.pi*t)\n", "\n", "axis1.plot(t,v)\n", "axis2.plot(t,v)\n", "axis3.plot(t,v)\n", "axis3.set_yticks([]);" ] }, { "cell_type": "markdown", "id": "82413d7f-e0aa-4639-88e1-f6f172cdddf7", "metadata": {}, "source": [ "## Карты\n", "\n", "Раньше для построения карт использовался модуль `basemap`, но он устарел и более не поддерживается. На замену ему пришел модуль `cartopy`.\n", "\n", "Для выбора нужной проекции используем [документацию](https://scitools.org.uk/cartopy/docs/latest/reference/projections.html#cartopy-projections). \n", "\n", "Рисование данных поверх карты выполняется обычными методами, например plot с добавлением параметра transform если координаты указаны, как долгота и широта в градусах." ] }, { "cell_type": "code", "execution_count": 163, "id": "a0b0e51b-4eaf-4326-9ea2-8bb68400ee0c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as mticker\n", "from cartopy import crs as ccrs\n", "\n", "fig = plt.figure()\n", "\n", "ax = fig.add_subplot(projection=ccrs.PlateCarree())\n", "\n", "ax.set_extent([-6, 3, 48, 58], crs=ccrs.PlateCarree())\n", "\n", "gl = ax.gridlines(draw_labels=True)\n", "gl.xlocator = mticker.FixedLocator(np.arange(-6.0,3.0,2.0))\n", "gl.ylocator = mticker.FixedLocator(np.arange(48.0,58.0,2.0))\n", "\n", "ax.scatter([-2],[52], transform=ccrs.PlateCarree())\n", "\n", "ax.coastlines(resolution='50m');" ] }, { "cell_type": "markdown", "id": "184b4312-2205-47f9-892f-919f6de8edc7", "metadata": {}, "source": [ "### Картографические данные Natural Earth\n", "\n", "Картографические данные cartopy берет из проекта [Natural Earth](https://www.naturalearthdata.com/). \n", "\n", "Какие именно картографические данные доступны см. [по ссылке] (https://github.com/nvkelso/natural-earth-vector) в наборах `cultural` и `physical`. Карты автоматически скачиваются по мере надобности, при этом в консоль выводится предупреждение DownloadWarning." ] }, { "cell_type": "code", "execution_count": 164, "id": "9a7a6adc-bb5e-45a8-b679-1047d34eaadc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as mticker\n", "from cartopy import crs as ccrs\n", "import cartopy.feature\n", "\n", "fig = plt.figure()\n", "\n", "ax = fig.add_subplot(projection=ccrs.PlateCarree())\n", "\n", "ax.set_extent([-6, 3, 38, 48], crs=ccrs.PlateCarree())\n", "\n", "gl = ax.gridlines(draw_labels=True)\n", "gl.xlocator = mticker.FixedLocator(np.arange(-6.0,3.0,2.0))\n", "gl.ylocator = mticker.FixedLocator(np.arange(38.0,48.0,2.0))\n", "\n", "resol = '50m' # еще есть '110m' - самая грубая версия и '10m' - самая точная версия\n", "bodr = cartopy.feature.NaturalEarthFeature(category='cultural', \n", " name='admin_0_boundary_lines_land', scale=resol, facecolor='none', alpha=0.7)\n", "land = cartopy.feature.NaturalEarthFeature('physical', 'land', \\\n", " scale=resol, edgecolor='k', facecolor=cartopy.feature.COLORS['land'])\n", "ocean = cartopy.feature.NaturalEarthFeature('physical', 'ocean', \\\n", " scale=resol, edgecolor='none', facecolor=cartopy.feature.COLORS['water'])\n", "lakes = cartopy.feature.NaturalEarthFeature('physical', 'lakes', \\\n", " scale=resol, edgecolor='b', facecolor=cartopy.feature.COLORS['water'])\n", "rivers = cartopy.feature.NaturalEarthFeature('physical', 'rivers_lake_centerlines', \\\n", " scale=resol, edgecolor='b', facecolor='none')\n", "\n", "ax.add_feature(land)\n", "ax.add_feature(ocean)\n", "ax.add_feature(lakes)\n", "ax.add_feature(rivers)\n", "ax.add_feature(bodr, linestyle='--', alpha=1);" ] }, { "cell_type": "markdown", "id": "636f3c69-8299-4520-b058-5d0840861799", "metadata": {}, "source": [ "### Использование Tile-серверов в cartopy" ] }, { "cell_type": "code", "execution_count": 165, "id": "a36b4824-59cc-4b6d-a79f-12476c57d980", "metadata": {}, "outputs": [ { "data": { "image/png": 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FzRRvHE4cAlixoCWbLcFXaULGoLiRxywsfRcuArOk6aLmFKUnZog5UjtPY/zF7sqaCTkQck/WRBfL3+fNDuIMiKENa1xVyuHbQIHhrIGnxQOFUmG1T7/39EX/osOToS1WQkAVZdO3dFHBZKxYKtPgjKd2IyTIEBtmOH7I3rU7nHJ2kdyc90v2RrvMqzlWLCkn3LAOjJRqTrYVI9/QpY4QYmlBakZUqFyFUqor3haX26UAApV1pLqi94ZsKxrn8MaDKe0aTUok44bkLWsipIAV8BeBbWlrpKvXyv8TSbGlD09bwGIqRJSsEURwxpCHVGUbiHxY+2MdNCACo5pmNqE7XdCdr7AnS+Rw/i9jCH6czVn6lHnr7XMOD3dxU0rbYPt4UomDogkl0zMB40ZwfgLPfZR4cI3Fw8fAD37kpEqSUuLKKYBxmJ1D7CcOyV/57+DoOvbKNWR3l5QDkEkpImYoNCfIJtDSUzPGS1l4ZOhzT0WFDH2ykAOYjKf0EStx1NUO57LCS1U2thGCUypTesslA06otAQCCUVTJuVEzMq0sjhbMjtNgZwixjYlW5BSBrfOYa7sod/5EppCwVbQUTGm146xmWCaMbQrePe7uBc/CT3b86T0ZY3D4EthXQRrDKYTzDf/SbkPu/vw3EeIs9Kacw/vIw/vw5uvQlVjAazBX38Wrt4iJIcxDld7ePIWeu9d2CzJKFPjqO98hHR4C3LAYYkknKuxjx/D299D96/Q5Z4oJdOwapj5KckGlMwyrkiqzKoJloQ3Fc56zOYUeeub8HP/LvQdVY5ABgseT0wd4i1GKioseDuUcQteJquifUTGO9iPfQYTI+bkGP3Kb+I+/QXsbEoyQ7ajSk9LxRgxPYlEzGBRHNWA5SmH1GK1wBuLk5IBlzZXwGJQLeXzEkgkLImejjhRZDJhLDuMBDLx4oArzlwIxOIvtmtewD25hzu8CiPPJraISml3ZPeB1xkSiZoRgZ5WOyrxWEq7ymCw4jHiySYPeBLKoskF0wDw2//kyyyXS372577Alf290jLJ4MQzsg3ONsQHD0vJ/vkbuE96UopYA6dnC/7u3/t7fPWrX+W//5d/nb/yV/8j4jvfh2qXN995wP/l//W3+a3f+m1+5os/w97ePlYtzllWn3wRP56xr1WpIoliTINzPapaevgIJM+46hhVs4ugoLI7iAg7uSWknjyUv60pyySLwQzhkaqiXeDhg2M2iw7rHH0uJWwjpSefUqLxFc5ZHq+PsSKILfgNC7QxlqRHShBV2Yqj0T6TajrgKyJd6Gi8wUg1VIM+8Dw/YGkI/n+oSake9Kl8NkN5HntTz3cff5+xHzOv54xMjWYwtsJmEFcRxw059ZjNkp1mxk6zQx5BdEroN7RD+9Vbx0wNXegQMTRuxIgxI9NQ21EJ2nLZIyPXMK+nODtmE85p+5ZV3NC4MdO64WmdDKwIxgh9bkkxk1ImZ2hcwzptnmInwpp5PWfiBDEgOaHLJanO5NwhpuA+alcC5VZXqHiyZlKOFPAQWBxpCJ//FQoNf8yDhsHk+j7GZOLDExZvvc98VMG4/uMTNABaOTbPP8Nrrz3kxZePGE+q33PzQCnTO8BUNSnD8f0zvvfVt6h2HZ/8/IvYxNCrF7CBESMifXEMIpzTs/tzfwHz/W/CO29gj+fIC58kpzXOQp8CWRONt1gcMeSLdoHTmqmpy4VIJsSOtt1QjSusWHIeDnhJoB5vDA6PkoiUQ6eSikBxgAlFh8OipiJLoNNAFzp2qyt0LElZSdnghqwppDC0RqSUS00A58F6VKQAs0w/tC8U3bsGzRRe/SrgcHbAXBjB2Aq+93U4PUGGiF0BSQH5+BdI44pgSsbk8oqokbi/gzk4wpqqBHS1g9Ml+t734fX/Gjvfh9Sjmw26f4N862Xy/h4A7v238Hffxn3/W8NpzZCrC7pzBX3p8+huTYznVHjEVGSFJJGRHaEUnEgisGGBw1DbHfTum+j5GfmVz5JiS9C+QPQEUsqIhcqNhlYCiLWQIWm6yIutOJJtMSRSLGvFHsyxv/iX0K/9Q0Dxt1+Eq7fo+9Vw5QNCQC1IAluCP8kGUYdGYX0ame9MsNYVp0/EUaEmY8kwtOKq4TiqtUbUlKqG60hCcegKbCsCanGpJkoPkvE4ZvUR3P8H5PkOZjzDU1HlCUNYR9ZM1Ii1Wtp2pseq4CnVjo1GvGxfO7ynRPoh6DA6VKH+JSv1j04jtW3wdkS3jvzDv/93+MZ3vsntl1/g4598hVvPXufR8j639u8AcOvWM7z97tv8t7/xW/yVv/of4Z7/BN0mcPbWezx+/JidnXmpFInl4VsP+do/+irfe/IqzXTGL/zSL3Dn2ecxyfBbv/Xf8uydZ/idr3ydJ09O2Jnv8Ku/+uc4OrrK6fqcb33tn/PqN7/D6WrNJz75Cr/4879A1dSk3EF82jd3Ug2fvXzt5EGHSTWH16aMD+3QWnDUUlMZj6sskOi1Y+R8AZbmjBuqAbVU+MoxsjXHnNGGAugWbGmxOeHqdO8H7mP5k/kXzf1eFYbBDLa0ymSoJgGVBXCgguYMEtgf7RFS5GR9yhM95s7e81QfeOtcN5hnX0G3AcfyFHd8n+rx/XJf9vdLC3R+QJc39GKY+gnNsG6VhFWHc5HDeooTUwCImtC8ZhWWbFJHypkudXTrjiuTvXJuDj/vtCYnCgiZ8nFqW67SGcNEaqau4TScE9eJnVsHyGmgffU97Odu0SbFpVIJqZwbWr6j0rpUi7OORGIZzxnJjAFK8q8k2PQnI2jwjmp/D2Mcm/cesXz9LpNbV5HpCKo/Jh9xCHDOfc2qC/jKUlX+opBrscSUyVpgtC50rEIkLFasUyIb4ROfeY6qKqAogy29dAwhZc6fdMSQML70LuPVFnv7ecziFDl5gvnqb8ILH8XP5oixaI4Ya0i5p/EVdsDNF+S8FrBYLgfNeORRE+ljoLGlrLsJPfNKiDGDtKXsqzC2Nc56UtKhN1/67U6gSy1RM1mFcdWwCEucbB1TAb1FVZQwVF8s3gg2BHLTINZSuwZnLKKmZMEkxBiIDjMaw1f+Icx2kRTQris9/N1D5JXPoEPZvwCElJXPZF2jqSDf41C16XNAJGFpIRtyUMazKXY6RbpdzLMfoXcVWAExqIGoK1JSuHKIOTiAnEupkIJ3yAgYS7aOrl/jTUWXOvLgKHGBQDmYL7KT6Et5etUiXU82hjCdYTQStKfTiBVLYyZliRk34D0SiqDRk42WAIyCy8CAZAMksiaSKk474sufwi5P0JNHmONHuOu30dmEnCJZC37FZAe29PWzQJ9bFu2SsNwwv3MFVzkgYTFYEfpsQHLpsWJIki7Q5SKKkwIgvUBIiBTAbrlMkikYny2SZBVPGT37ItmP0R5QQzYJm4U2dxgjVMZBEpw1rMMKbzxW6lI+hhJUYEo5n0Ql1QV3o/S5nqL8n1ppH3qpqNyEu+++z9e/+lW+8ZVv8su/9kt85Wvf5MqjJzz3wh1GVT2gQsA5z2w2p6orXvv297jzkef53de+x/2H9/nJn/o8f+Ov/82ynm1FVsFYxy/92V/mt7/yZf67v/8bfPpTp3zilY/z2//ky/zGb/4mP/n5zzG5NeH+g4f8Z//Zf85/+p/+7/nr/4+/gRjl1nPP8tmDPWLMWGO2/YNy+YOPzprIMdMue+5+5x6hy0z25+S5IQnM3RjvSvtJ2PbCwYvDeFNK4/o0ZbVWUC2Z/i67nOmCVVjTuApra7JmrHEfvI1DW7H03Uu7QgY2TrnteQAWCwYxoNninII4FINqKk9SDVuYrJiMlbowNvwI31Q411DZEZxvSKcr0sk59LGwP7Z9/skOaTSFq89ircUc34f330He+h61ZjwMAE4gZSQGXF2xkzNcu0mc77AxynH7mJjDgAnKGCn4DCWxaNeF5WU8KSbWtHhT0UhVKgMDS0WgBK+As55d3cX5Cvt4CTFjp2MKMNVhRDDbrhyQcyQhpcWsEFPA4MgDg8hiQT582PDHxKP+EBNBmgq7M6Vue7rHZ7QPT6i6Hjsbw3T0o77CD21d5Tk/b2mswXtPlGEhk4eD1OLFw5uvYXeucrxWjs/PCUlZPNpQ36xItjg3UbmghJ09XrI425ANOAMHh3PUO+K0BAluPEaOHyLHj3AG1FloRujOLtK1mLAu9M7JDAZqFVBKnLkENVn7Ad9eOsN9SnipywGAgqRCZMvFyWzBZfUA+BMMKgkxpZufkmJMAUqWr+hFaRwEiYILEX30fSQEuPs20jQl19DiiLKGcsClhKaIbFZILoEC8300R9J0AqMKHQ5TUUqTI67LtQ9AvzRkIIrFaBxaiRZNXCDPcZ40GQBjVjEqBUeXlZhasjO4yiPiyLngRmIqDA4n4BFCjDiZUGCG5RBOOaOm9OCFUiWIuaNPidHD9xHv0b39UvhPPSEHvDicVBeALc2RLfMvp4RRh0hCZNsg0AvsSsG36ACJi8TGEnWCN45q0yL33sXtfIoYdQguynMt9z0Sc2Kz6VicLItbrzLZhAEtoLTaItSY7BFRVEp7BNGBajzQjXPGGrlwIIW6SGkrDRk+Qx0r5Z44H8OwZhz+YtUEDVg1eBxCKR87rdGsdNIPmJ4BRFl2TzlUB7aF5gHrMJSc/0UTLWA1Irz/7vv88298i9F0TJ8yVkqFQsRQu/GFXxURduZzPvLyi/yzr36Va89e46033+DJkyd89rOf5m/8v/9maZ2JZTppeOb6ATmXfXf3vbtcv3qd9PJHWC6XHB4dcOe555jNZjTNG/zX/7+/X+5fipwen+K946UXn2My2cE5j2oL+jSjj1o63N0mcPp4Sb1Xs3znDBc7Gi3X4Iy9CJeMPA0agCEQ0SEW0Yv9akTKOnQ11XREePw+lVeyKwh+q8omtiQtZf/aVQPtc/ubDaJ+wC0ozlIqkzrsVVP23hZ4qSmXwBeHkEC2ERFMm13MskeebOD0mKQWsQptT161BUQLpAycPUKaETKZk5xlqQY/nVNXDT6XtSo5DpUTKcF4ioivMDkj5+fQdfiD/dJKNUJlKmKOdKlHtLTbNrGlSwFnHGPfFLySpBLPDQFXrz0qMoTHDPfB4sQgzhb8TtcOZ5SC09IeIaM5sck9E+eGNpFijaPaIqYGvMsHg70fZn8yggYAazCjmvrKHrHtics1JiYIQ/m18gP4Rn6s2xbRe86XK2aNZTyvyZLxWHqNA0PB4nCkk4e0hy+zyR0599TjivtvHTPbn6A+IQast6UED7SrjpNFR2csTY6cH6+oRxW28di9fdg/xLz2XWSzLKBB76DtwHi0W2FCwhiPZC0ZK1C8vpI8pa8q/sKhWww5GRpTDeXOQeNBE6jBZsXmQrXyowmrkArAU4Qspa9MLlQuIw6rBYQHoOIxSak2EX++Ji/OseM5uV2h/YaLrJDS7ys/Y9BmhPQ9+ArdPUQPr5SmSWzR3A4gNoPmEtWrls9qBieTtoGOzcXzqmxb98hmjeRM8hWdUGh0MWCpCp9fKzItfeww0g8Qx0wEutgX5qGtEDMpd08LkVGlcGhkACuqWMiFPSNSlDP09Alcv43uH5HaM1ZhjTWOxnicqcrztBlCKPSqoZJkjQwZRrq4ZaJ2SKS3aPZt4XQD3uFGu7DaIK9+BRMSoqUl1eeeVVoNThz60NMue9qzwN7uDLWBQAQVRJRIwKknplJVEJtJ5KIVoBbBkRUiLZYCRLwwAVBySljZHoagmgne47IgaodwuRyGRp7yJkTKOrTiSBoJ2hG1pzYVWy57Go5nIZfgjqGPr4mx/T2CBgFrHNpGnjx6wjvvvc9P//RPcXJ6zmQ6ZjRuKODVariKcl3z+ZzPfPpT/Bd/7f/OF3/xCzx8+JC+63jhheeG32vZbNas1udsugWrE6irinazod1s2KLeP/LCSzzzzE329/fpu8ByUTRBXnzpRb7/ve9xfnrOe++9z7PPjsoe3d5D3TYEioMPXWR13nL95X3Oz9fYERhfgMRPUfbDfR0CuHzhcHR4DkOLQTNiCoBUQmaaIqmDMIGgBdjY5ciiL/oGXn0JXI2DnApTaKDyOlcqjsYIqgULQwKV9PS9VUsgpBm9aJ0N3CSFUe/R4wXpeElebtAssFuBEdQUcDWmaK7I+RNE92AyRzWx7jua0Qi7s49xdQEVxg1djFhTsnvVos8QYqB++w3sekXdNNRTT8RSiacb6NZbwHnR0OgxxjCqKsyAnynnpOCpWOQFXjwOi9EB1EzCZIObNLDoyMenQ8WSAkaj6GOkpHQaGW8hPSI48Yg+xSZlzcO5/eHsT07QAKVHPB0xeekm3Rv3iKsN4UGHO1lQX9tHZyPwrvRzhR+/4EEEvGPVGVZ9x1xXeMZkSl/aSimNZo1srtzkd197yMHNfZ67dY0QOr71T9/n7MkS6wz1qKLZGR6vUaSp4WiE7szIj8/49pff4uozB+w/M2e6P2KdYOe5V1AHJifMZk1+/ADz5u/CaIrUIzRuyO98/4I1gRj87iH+5gskb5maMX0O5KGf3piGRKDTvmgvaMJbgxPDqIvY5bLQ7eod0hC5q1GssdSmYhE7YhJG1uNsOTxyzljjsd0ac3wPnjwkf/6XoPGoRnJOaM4YcaQhYRExKEIKgeq7X4ObLxLqihhWYAIpg5pBtEkzXQrU1mGsxTEeMu62OHMrKAERj5WKLhZp9Xz6BFElz3bYxHNqaUq2I0PZ9qJioLSpMEhGvmBDRrXHqGDUkjUxMk0B6WchkYkSqXJNnzf09Bc94Xk1wpg5xhbmR86GmJWQCv1LrEOdKXADLDb0IJ48UPBEAgxAxMI0KNUZNankIVpYHGjh5Y9kgtMSdMjuAdx/gBxdIZJZpY7zsLxYyu2mJywzrm+48ekDOjpiKuVQZy2NGdH2gVW/oDKWEZ5kFct4cASKiMHa32OPDufbol3TVB7v7AU+RihgTBkCHySChYlMSyVLM2p6UuoLJdSCVWG5CdRNqUKEwRHVtiEzgEhNLGXrWMR7fvDgFEQc1joISzR0pY0IWGvZP7rKeDpFSWDTBdodYDKZ8MKLL/HWG2/x7W99hxAje/v7jJqnInrvvvsWX/pH/5h/+ltf5tf/w7/E0dUrVHXBbBkpVzIfzwq1WUo1xvny9V/6s3+Gj7z0At/4+tf5G3/jbzOd7fC/+l/+L9jdnZAkF+yLZow3pSpGqYBMJhU3PrNPJfWAJxiSgYv+u15gHxKJkBIpFQrrqGrYpA0pKpNqShUy/f17+HdfQ26/iJboFGOF4/UZmci0GiEKZ5slm9SSVbk2uYozmcyGmdvBGci6zYoT1ljitqUmCWMgKaQEiRV2WANF3Kwiff8d4oNj7NV9xn/u4wB0YQ3ZIK/fQ957hK9K4mOH+r4qGOsZ+w5rbWGAJBh7Iaae5WZB4xqsGPq8IWlkEVcc3brNZLFG7r1NPbsN2lEZj3EWzUKXO7rYYU3BaTlTKjkWi6cmU4SgrBGWy45xpcggVpVJrHPH1BuqvV10Echn93BU1D6Qc2khl6ZuwTMhRZxPLqoKeaCUlr3Gh48Z/oQFDVvzjurlW9Tna+LxOeuHJ/Rv3QNgNJvg96ZwMIfqx1PTQWtHK5Fl37E3GmMxjO2IqIEu9PTLxDe+fkyXIL+/IKwStnb0KfP6G6fErmNcOa5d3eG5T14jkfGV4LOyycrm6j5ndx+R3n2Mqw2T3QboaCNbkgO2dphn7pBv3GSlqYhnicN+5FMYV5C40gb0yX30O/8M+g6sp947oj66Qd47ouuXJHogY7E44/DWUlNjH70G9Qjd3aWTNdOmZp36ku1npQvtxf1IBIwx2Fzh3/4OPHoAzqJHz5A+90UW4ZgJNYG2ZOUItakHlkcsGaYKfcz4F57HWkfWMPQ/M5Vt6AdAX5E7qtAMXVbUBkqe2Ze+d6pI6lEjqMlM3ZiYFYmPIGeMNEzdnPPFE6R21Lb0UjPltU0eYarSZy3amgyHR+GtZy2OJaGgUgSSNFEZsNRgtgGI0qsyyh30LaRCD5zaGbPRDgBm4GbnvsP4mnS2KK2A2mGckBJgEikMLsGAtwlNhiyBghwY2B15i6qH3DTYF16BL/09qslPMx9NELtDiEXJtK4spycrVqsezZAWUM9qss0XzjRnmPqGkfcXWY6hVGh67REJJYP7fXeJZVYPTBrA4HAGUu5JQ3/WaGnwbF9fNhfEJETTFQVJySCJ/cmMLT0zEy4yeIulTx3OWca2RlyDUPN7oZSNVORmytWbt/nExz+OiPALv/hF7JCkaC4Vt8SWMTJk7kb4+Z//Of6P/6f/gr/wq7/CT//U53/g93731VdZH2/4iz/77/Hv/vlf42/97b9ZwH0fwjah5cr1q/w7z/xFfvHP/Fn+/b/8H7BerdnbnWGNw0mPEcOm78imJlmLaaCNHbNmQoppoMJywSIp62BQ0rwAjpawM6mw6XsaO2ZNB48eYM7OadoW/syvAeByR04tQZWD5oDGl6fUx4Bg2G0mvHbyDu8v75WqT07U7iGH4yscVLsYQ2kjOYfkorD6VC4xY9140KcpzQOfDf0/+zacr2k++zLhcIcnqzXeRTZty7QZYRxgDRIUUkQPb8AmwJMzOJwN1SWl10zILecJvLPsTA8JMdL1ga6znPMEZwwhR7rZPkyPGEvPyJaqUK1KYx29NsScqKwlZ6VLgSfrM640B0TblcpFzjzoCysFSbS6pkVwlOqeJgqgPAaSKXrBbeowRomaCSnRWEuFLcmZUDBiWp5n7SqgJ8RI+yHXE/xJDBouRGCA2QjbVEwP5rBsSScLQtvR3Wsxp2eMrxzB3oQL1MiPiW1GDV3uyKuMGQ2St1IyP28s1VR45Sef4813FizPN5yddXBlQn7lBToRNEY2m44Hiw39N+7S4tise9rqAitM9ex12oePWSxb5qcbJrsjxMIyrIpgkxrYOF776lt89KdeQhqI9Gjq6XMiRS0l4L1d/N5PYW3Fpm9xD97FvP8G5vH7jF/6DF2/xrqu9B4RQkzFO4wm4BxgsOro+4AxMlCVSqm+YoIVi/UOc/oE3vomurOH+fTP0Bmh1cCqP2YdljhzUECUQ96MdDCwNhCDSKH8WVsVlL8W+mpGqSjOwWBKT1YS1g5AroH+mXTgtDtBkpBUiSlhXU/VzIrwUz1Gdg5AYTqak6QUugNDAJQrkgmoFLBl0I4cA/eXJxyMDpn4MQBd6ilbvWgTWoGedqCFFmqd4LDSYL7y26Q7H4XZLqTwAVeWS0xiCp0ta489uYvsHcF8lxSL9kbOCedKNQYsOQcSeRAqEtygtZCMoc8LnI5wNAQj2C/8Mrz2TeTaM4z29zlyh1RScBKbZUeOwu6NHappOdCzghlofVuzWLKU8qgdvu5oCoVTA6CM7PgiqwWG9kFPMnlw7sUZS4auV6Y+YUzEoGQ1kJ+CF1WULOV59NIO72lIA+W3YoyXohey7SIY41GFkHPR9MiCcw3NaMQ3v/ltfufLX2UymwDCL3/hz/Lyx17iV/78L/PX/tr/jf/t/+Z/h7eOX/nVX+LP/PLP04XEdCBGjSdjsIITyy/9uS/y7e98h+vPPsOVm9dIfeb6jesYY/jkpz/J4uycv/53/0u+9OZv8eILLzCZTJhMxohRjg4PGc0qMAOzyjmOjg4B+Jt//W/xxptvsFwuETH82q/9BWbzKZm+sCeG9TXypaJmPbiR5d5rZzz7kaMS8AwBVEnqS9MnD92AbMsztAKVE7Jmlt0KY4VJ1eD7x+A8+eMf4975O/S5L+Bc6xn7CmfToBcg1M5TWUdGmTczFIqMM0oXO443jzndPKJxI2b1DrvN0cCiKu0IRS5opCIW5yvy/VP6b7yG3Z9TffYlFhLQtGBSOaxU1LUtCp7eI3VFuPcAm8/g6AYae9icIG63QCpSxA46MpU1OFs6Gs6Cr8F7h/ZHQ/vLsE7rAph2llosfY7lvmHIWaht0W/oc3dRsVyENRrTUBUrFMt5NaMSS8y5BAOkC8C7mAHvFQtd2eIoqUI/4JsSo6YhplKlRbb8FQ8I3nqsMUQfP7R/+pMXNHzQjEEqKVgG72FUw3JNXK6Jqw2bB0+o+x7ZmSB1dUGB+1FbPluTfETdNrIvPUQjlM9khPnehObdc9YpExxoXZXsG8BZorWsKk+wEDFk35CtBTeAmeZj9NiBtVhncLYIotTWo5qJfWJ1vGS16oi5JywCKSTqkcWPHZvYFrUzYwkYhMDD8IT5dMrENdRtB298C/fsyyQNbJGPKWeyjaSdPcCQrBByxIkdpKwL28Fbj7l3D2nbEgSoopM90sE1em/YaKCNPe0wl6JNJWNSlYF5PBTdJVBJcyHcE1IEGwq/XSxOHcu0oXGOOMjLJo2kVDZjUZYrrslaCElLGXEATVkpmgwSA4yLsiKxADjzIKFckJABpUdMHoBThSe9jh2NnxSxGeqhzL5VOszooEfhcCQZwIsDMNSqgZyQZoy6IWMvqEvIA95iq9+/Fc6JmRQDwSs++0J/HLAk5WcF0TLfZH26YX18RmwTuUrYyuFtT1N3zPdnRf8iF60Eg8dTDWwXh3MV42lm93ACpqiIWq1LWVsixgyC4/oBgONFtz8PMDpXuEO5VIW22IWCKs8Y2SIutoBTy0iqcue0BLUfFFtKRJL0KImcw9DWKU/XSYFNGik9bYVhfoSUZy2p/JwmrERUE5//3Ge5ceM6p2dnjJsJ+XzBs7df5PDGFczY8Rd//d+hbdc447l95xlUIylFVAM7e3M+9/nPDXLUljt3nuev/E//J9y+c4vK14iF//g//p8zGo+44q/xU5//SY7Gu1Q7M67cvMrHP/EK+wcHjCcjfuVXf4WrV4+oao+SOTo64q/+1f8Zxhg+8+lPc+fOs/R9j4hw9eiI8bgulD4ta2OTe7z1xJjpNj3tWYe3VanK5Fh0F8TShQASqawboGGmBA4IFTXrsGYZF2xCx6iqC0Bv/6hgU5wpJf+k1M7hjGEde0JacTDexQ1tlQHizOFol6xlFk0bWvoc2YQ1KSdWYUNIiZ1mD7PF4+ThpDTFZYpY4vtPyA9OMOMGbl1hfTHbpACTt23WmHroWuymQ2MkVkUNU+ox4iwmK0YyWDO0SHJR1sSgOVJaJUolwrgqYk8GIWWlTwanpQLjxBbJelVC7geRqALWRYp6qRPLMmwABtTTtgIw7I0hMYoxAELtFLFCNrDozhGgS5GiJ2GJuSfmUHBVpijvalZUigpQaWfZCyXPD2N/soMGGBBKFkYWM6owtUf8IGiz7gnpDBMTZjbCjn7EsytUMauWuu8YVQbn3AfknfMFkl5T2WA7s5p2EwjGEt0HeMzGoHVFrCt+3/ix8jCbEJ3Q90N0jhZmhijQk0Me8BSJ1WnH5ryjbhzVyMN+piQhSkjlqD/vTqhG16nqOc6tsfffxixOobFkt8WxD3z5pkZy6THLMJTIUWRUTU7Y5SksjhHjyDGQ6wbd3SeOR6S4JKTiSLxxZK3K3If89B4562ljh5hMZUrvN0kkny8wY4M4jzEeiydrifKVUj5XKeApzUWRMmsqPX+1RZIVN6DFhyy2T0guDletgRQHgFjJ5q2A2lJdsAN4TAYpaGc8czemMWWGRSaR9EKEufT1KXzrLLnoHyCYrNjVKewcFuzC8PxKsq4DIGoIHFBMFmQyR0OPbtbk8Zw+BVQKWtxsgw2riGSMCqFNLI43xDZQ7VT0baSTTF9FrLHsXGlQESRETIhFt0KUbtmX+1Rb6lEResoUEfKtuqeIDhWGkrtu0fhxUJy0UmizgafSxqJPJW8zech6B5EvsZhcYU1Foi8UxTyAatUMAUMZwCUU+eoi5lTWI1qkfdMQhhRMxzaAKLUNpawxnJJy4Nlnb3Hr9s0ictRb8ukZ7MzIjSWbzBe+8DmMEYyUYVZ92hRaY4rUowm3bj8zBFGZ6XTGz/3cz9DFlpg6Glfz87/wswgZ7x3PPvMMz00P0NEI2asJuSPkSKDjxVeeI8VIlkBKMJ3W/PzP/zRZAy995HkuQIsUtpNqImlEB7n0LmecKu2qp1sVzMxk3iBSGnNoqf7FFDHWlnkcIgPLoWTEokJMkTZuh3aVcyuOx0TNxH5J7Sr6WNQt+5zZxJ42duw2M6wdgLdSmFmzakpSoU6BxlS0qWcTN8RhGJSIgsZyfshTGfMCvBTig1Pyw1M0JswzR4TdGUk77MDMKvLSiS535VQKAW17ZNTQe0U0YpzDVh7RjEgqktayBY4WwmIeWpwlqVMaK0MAZEl5EIuTwnQqlTvBmzJnJueEEzdIzBftGDFPA+NthSfkSDUIjylF3j/HTK+ZpopFGZLSikULBdpbh3eOnMpn3QJZ07CGs+QhwCqW/lS3J36YjWtc47E7E/TuY9ZnS/K9J/izhuZwBw53Cq//RwSUrO4/5vpBzf6VEdP9ETkKYrRItZoiWZwWhV509fYBXRY26/j7Bwd/gOn1Q86WC8yDJdP5iLp2pFw46rU3TOZlIcU1nD1ecfzwtAABu8SzX7xK9hXGbI/xhPcOkUhyEHZmGJ6H17+FfemjRD8uHHgRNDsC/eB8PY2pedKdMbOOCo9dreD178L+Afm5jxJyIsaOTCT2C5xJeGOLPLWxdLEnS2TZrVBVGtswtWNW3QKDI6FEifRE/IPHNHsz0qwm145kEhM3HhDMRUAlqlBTEQn0SeliJOVI9g3eFHyEDIS/mBL27IzsivRrjhGkDHPq6YrAlNlqK5RhQE9pg8JeMy30wlxU+ArF0dFrh5MyPRKBKD0uVwS6UjWIPfLOa+iznyaZoU/5AQ5c6ZwzUCjLREh3eB3uvYW0GSNHrDlhbCYFd0AuQV0KAxK8tGeqcUU1qdl/ZpfF4wVt37NuW9q3AtODWRFsWq8Qf0a1t0MymSf3F7SbjrEvA5y2o66SdOXAS0LWArgMuUwurGwBgZWGUQHUiRRnJcYgA4VsW1otNMo4EFAdTjx2mKgqOhzCJIJ0VFrT6hIllfBLPMYVAXSyRbLSaQ8O8oClKOyfTLKBRGEuZdUCmlWlCxs8CWMcNird99+ByiG7oxL4hb60wrIQtCVqT5+7Qk9NCT4wy8Mah0sW4yyr7rRQc+sJztbE0AMOuwy44zVm1sJsh46eRXfGslswGU1ZrhfM6xmTqgysKoC5sg7EbCsoSte1JWiyRWPA2kJNlexZPjil7yP71/eYH9QF44Ij5EQ3TGgcyYiQwiCMZjHqMVnpc1FHnLgRAYc3DVYr1mnNOq5oU8t+s48xhtNuScyxtFwpwFK1bsh4C3MGSm3IGimD3DSU1ilwMNrhyvigBD8JrHMw0HKNZiRW9P/8NczOFPfMEVzbp+s7ZnWNpjRUqkr76zwcs9MclvuVMxztEtqEJYAoIm4APytRAxd1KxEQi5hUCBsDC8EN+82YCmcclTNkEfpuQRsdtbVMnGHqxkAmqaFPEVVh2S+hEuygS5FyJufEsl9SO1fWnw4S6DESc8s4tJjYIwlGfsaD5buMbY21Fi8OtRVeKlRtCb61yFKnXKTuCz9IifmyPfEH26DrIC/cYLpY098/JizWLN6+T3X/mOaFG0VR8g9QIfujsrauwdf0Gzh7uAE2F98bz2tQ4f5rTzh5fMpob8J5M2E9nvzrv99ozMPO0n/jPT7xsVvYypNtRk1mtNfgjeXbX3uLUVNx7fYBz3x0n5AzfosupsT4guPm9DqbGAja4WxNOtzHvpvxbgymJvWBqAq2p8pN0ZG3BqjYMRXjuoK7r5PPT+DmR+mu7LPuj9lK+3rxeBFqM8ZIaaeEHGhcDdTUTY1K2VgP1g950h5ffE4rllk95/DFZ7GvfocAbGpH36+Z2oZH7RMaVw/gIFgP6pUx9TAcBt4IvXYIhk3qyEmZ2xny+lfh458lNONSfkbJJlDncSmFDhiBH1S6K1wFAHI1fKX09ZNkxoyRAWSmmkka2DYqvKnxYpD1CvZmSAjodg5DGSSCuzjenlrqNwVTYCucOsYyw2VPYAMqmOxY55ZOe/r7SrfuyyRRgTzqmD1XIV1kcdLSvpV493fvcf3FT1Pffxvz9qvI6wH7qZ9hcXzMwZ05O0fzIZAJRHosTRmOZNJwbWPEbEoZW5WOwnvXoUNdiWNMw1k+xeJpGJcx5gIWw/n6FMRQOYN4RVljbc0mFc59LSNM9nScD1iXsmK3PPhMj6OhkprK1HSs8BRdkV57zvozwNNUBRzrxeN9ccRQnrPLYNtM/7tvIr/+BVoWSJ9x1gMR1LJOa043Z6zallk1ZeTiwDQYWo8JjLP0bMAk2tBzcn7OxI1JJjG2M5pVB/dPqK69SJ96Hq0fcNqe0YaWTV8wGsYYir9JLLs102pcgvRkSuVsmFNgtmgZIwRTosz1kxWxi9Rjz8G1CX1o6XLBA6Wshf8PJBMYuxrVodVoEs5YoGZkCyZnkzbUeQJCaVU62CTH2DnGbpdlVVROJ77o5zjr8XaEMQVddLFny+Yg554+nHNn5zpP1uc0rkLEXEjfExVjK0Q8RFj+P/8bRr/8eWR/RrYQ+8DEUNQvbQJN5Bg42ywRW+5GEZnLnIUzurRmYmdUfoTzNZLB2BF9d0ZKASuOUTNHiXgcva7RrKCOdeqoTY33NZuznpP7T7j1sZvMql2W9ANq6mkb3AjUzjNjgsGwGhhIF7hOASXyeP0YZ0pgFVNCKTox590JOfaMvMEPLU9r3dAGyRc6OYGAEUszTGiFikS6qDD4qv4XXcPva39qgwag9NmnY/zzDX65IT8+Y/XkjPC77zLen2MP5rDzr++Q/7Vsd8r98yV6DrGuoKmIr7+HE2W+M6EeVbRtoJ/tsJpOSaO6aCr869qQWd9/f8Fy+dagWW6woqw2gTCaovMJpu9YrSKPXj9leb4gb5QbHz1idjTFZYe1heo3cWbQMKD4yBsvId/5Kv7gCvbZF0nGknLEicO+/yY8eBcVi+kFKoV2hWhGQ4vZ32Vkx0WDRhQxkZSgoyvMiKG8Oa+n1DKhyAoFxGYOZrvsj/eBQt3OKdN3LcmUGRMOoRFLZRssNYfjAzK2MFTikrYvLYvK1XhXYY0QstJUEyQJXiy+rqhtAzmSNRDY0OW+MAisodUVTj02F2XNPreM/JgQA6hhJDv0FzoEBYhZEPz5ImAoVQlDRUNvuvJ5jH/adqMEFdsKw9PnumVZDEqaOeMevIdWU3S0AwjOCH1eIVhSgNV6yd0H73N6esZkPCljgHcn7O7vgZQg6rCacbgvdNWa44cL3v7mGxAj1lyhmVbsfv2fYPrDwisXh2iBZjlqVOKAPwmEpMzdnMpMKKoNG1a6wOKppCFqImmmkYq57BB0K0L1FBC5N56xihtUI6SKZE2RHWeobNANus8VZqhgJDJOLdYIKRaGynZ+Sq1jjOQhwxPgA61KGSoXOeCoqWyNlYr81mP6b79N88VPk4wyc7NC6xzEexKJyo9pYiTERNRMlxIpB0a2orYVOSf62MEg4R5ywBpDp12R0PAOazKokvpS+VqHDVYs16bXOBzvg4XT7pRlt+E8r4g5sVMVzY8yZXUI8nOkjwnNWkbDR3j0+jGbZc/oSk21ZznvF2WK7aDBIQhiMmfdktoekLexqBg0J7rQU/kxxmSUyNgJ5MKu6OIGJV2AfEWExtYDY6a0obwbk3vlndff4dUvf4+zh+cA3H7hGs994jmuf+QGzhYZ8iumGXQIBDG+0FyHzJ5VoH/7Hv5zL2IPdlmen5E1MT3YA7SoXWpH0EQSwVeGcb2D3Qgym+FfukmbI6uwLE47W87uL/md/+or/PS/9wWqiaFyIzaLltd+52uwTrzyC5/GVqMBf5Opk8W5hpQz773+Lt/8zVd55mPPEIf2ScrCSgVnlUq4aLPWxmKbCW1qSTletCa3t1qJhBTLuhJhf3RQJKoFzOEEbw9Jv/Ft5j99h6Ady7BBEBpX09iKTQhAT2UdjfVsod/ZZkKXObn3lK32w+xPZ9CwtSGcE2NhOsJYy3hcEx+f0S9WSNdjz1f4g3kBUf7baFeMalpb4lE1Bqwl37qGAme+jJLO40wSQ/buD57omTMsNjAf//6vEYG6wty5QecspESQsrnjnMJwqBxt54mrNWfvnkHKuJTIrz1mfG9JM2qYHo6pm4E77sC4IiPs9vcw/kXMeon5/ncwKZYhUwhSjwhXnuXJScvJk3Nuf/w6TeMxqpiYcG++WhgMRzfI0zlJHGpa0ABYxAjeudKC0DTQBBM2G7ypyAZMLgJXmYypDbWbYMVgYkRCIlR+QAwUeV+DotKQXRFp0ay0uSUS8NTM6h2qusKEiJyfYe5+m3T1Oq0M/H0rF/MJomZi7EspPbUYCxOtsMYSUuC0PyVoYOKnRddBSpxl2VIFPwjMLZoNVh2sW1isUF+hKbNKS/rUoap462lsXdTiZAvhFJpqipwdozcPYDpF8hZxrtx7433Wqx5soVfWdc3htT1mkymNq6m8QweFRsEiFsx0zKGr0RyLM05K3CROuwN82o76dqVET1GgzAOYsbKW2hhC6nGmLnRJGupBUskM2hZKptOeWp4ySZBSCg5aKKEjGRfHiCWkHoMj5DhkaZYsXQnGilxn0dLQjM8TDE+nYAqAFJCmknFGmNfj8tphMmEmo7nIuTetkt55DzY9/iM3yfulLWFyCW62wkfOFAfZmJrsJmRKawPJdGWX410R7rI4Gl+hpMIygiE7tDSHO4jUtN99neVnrhBzYuQ8e6MZlStS1zM3ZcOGZb9m2a3IMwNZUY2oNQNw0eJdqXHEkFmetmyWPdOjEbO9MX5UhnkVifeCGTFoWbvVGDtMcS3zHoQu96XtJ27ouOehipEwJPrQETVdaJKwfb7DZEprGwTDt//Jdzh9dMbB9T0+9vmPAjCe1Mz2d5BhpsTyvKcZOZwblcpADEUpVQzp/Bw2gXp/BzMb8+6b73H25JTRpKHZKUqOIS8hQo5CzMru9AhNSpcSxjvcfM7MT4hhhagh51SG56XIZr1mMj/AGsPxyQmvf+1tfv4v/Sy+bmjbFW3sC+A+R5yD1WJNu+momjKmPqUe0YQVRQcJdQFidnQ50+cEEphUIyrxJeBKPat+w+F4l/NudYFB2cqmI4Owf13B/pj81RVGYdEviwiZG+N9oX/qwMArSruZ1VlkPBaWZy3Ls471YvVDHNNT+9MdNHzQnEWmDc4XcEg8X5O6nnxckP9uZwLjMt/g95la84c3Kfyd7H6wLWL25kAZBPyvjF34EIGOOIvdL+9BHDQCPpDJAiQpwkG5DThbkAJ9n1j0gWatrLE4Opy1THY8OwelXxYrA3u7eAOu7zFdj/Qb8njOIjnOoufRJqCjGXF3lzgZYVWQdoOsF0gMyPkZuW0Lj3o6IhmDSpGuFdkKKOWBACBDZWKrj1/62yICriqjtPevIjlglgvMwSGSBaRUV8q8AocVR0c7lKIFrx6fLP7RYyrrkRTJ3Zos0O3tkmxRrBRR/LA+DDxlP0hVMjEtoEwjoIPbaFMLpjiIi7HixhZ9B9Wi1ZB7kFRoluszOD9BD64RckfULV9kEBRSMFSoluqAkwoTy9hpvC+jt0Oga3tOT89ZnK7pNeJmFdPJGMGwuztlVDdYCuVOshuyHin33nnGU4/YRCKULNobNvaI2Sbg6xrpemR9WgaB7RyUIFhsKaNTho1yIQEMVip0KPuXd5LSe2bbzhhofugFjdJRYaUAQe0Q9hnVIUsrKPgspXKznZcgagZmxdM9sEWmq27DLENtiz6/UVuuIif6GBjbOfnuMWx6mDVwY5fsM5qeBmlbfIlhW1kz1M4TVJFclBLL4V+YNmkYEuekaHuodqBCYxsqcdhRDQc1+Utfp497WGOpXEXlKoyUmSy1K4455IS3drsCL8BzogrZYLQMoWvXPavzNaEP+HpGXbkipqVlpkfZQ+V3WDFMnMEZW0CUA7QVFDFKlsBWQ7QoNuSL91YtY9ohDyV2GSo8YE3D6aNzHr//BGMtz7z4DDeeuzI8lFLpWJ6tuP/6eyQtEN8rz1xlZ3+H4/snnJ8sAEP3ZIkTw7WXbzO2lje+9SbdpmX36j7zKwtGdeD+u++V4XuVoZpVTNyY+9+7S8iKpEzjPTdv7ONtQ8qhiGQ5Sz2u6TctgmF1uub80RkWw971A9577S6rxYKYAjhD7Dpe/omPsjzb0PeR6f6kAD9jW+6rwFbcPw5sHWfcwJTK1GZELVWZw5MztasYuZpVaEvQTWlD9anHSZnHkp2SfJHQdraCVNa5NYUd0caefhXIIbPOghPHZp3pV0rfFtXIavLhQ4HLoOGDJgJNhb1xiB0v6Y/P6U4XpAfHjJYtcm0PM26Qyv3YaTv8nmZMqTL8q5j7fXAc3iI7U+zOFAUCEBYb2k3HMkbOzxPrh8fUtef6jSnNdM7Yz+jSimwy7O1hZkdw/BjaU/rD29x/55i7b96nTcrHPv4MxkVy2pAxUBn88y8jyzPk/XcwD9/H+wqu36Lf3RmceSoSyZQys8MTNJKIZBSr/gNd/TLsqO9bqpvPwftvkpen5IMrGM0DnbGg+L0zVDqiMpY2b7AYRtqQ2hb/zqvFsTiHzqbElz/BJp1jTWGZZFX8IErkjQya/R7jPT1r0iB9vO17trph0S8GkGjJ3lIMjPyY0VAhafOGdVizY0fF4a4XyOqU9OLP0MdTnFicHaFksqQhgEj0qS/3xdbk88fYyQ7ZOnJO5Jw4fXLK+28/ZLI7ZbLvsHvKXr2DUYd3Btnq9mNhq4mQS5ZanEN5n0BPdpl6x9PszLG5KjNEzo6Ru+9gQo95vobJGFzJpEUytTfkHIk5XoDhClo/DZWF4pRa7fDqSwAoSsyZSicDrXaLnC8BRCKVw5TSJhPKSOdCLytRgmeb9RZg5dZS1g8oeEqRpscM8t2FrrvpNuw3h8TX7+I+dQe9tkMgIZTqFxcy9YUHmLVkwwhYZ9BkGTk7qBeWapJBiEDIRXXUiceZgocYu/GFCiNGIZVsc+xGpbUxBCFqUqG92opJNcHKULEyiprCKsohQ470S2GzKNNpQ+4RRwGnZn1a25Jyf8xFiyZTi8dckJkLWNaLHSYtbwM1GULXYdiZsRihjMHWlgkTrPgCghQwpuLt77yLrzxXbl3h2nNXSXENIjg7Zr3ccP/N+3znH36bneu73H39Hp/64qepP93w+nfe4P3v3qNuKlbnG6rRiDgbc6MS3vrWO0z3Jox35xw/PIf+Md/67W9inGHv+h5Xnzvi7lnL9377d3FjTwiBqq649RMvILZGyGXfVsJ41tAtW2II3HvrPo/ef8yLn3iWEBJf/Y2vFWftLbELnDw84yOf/Cjnpxu6LjE/nJGy0sUNYgpo12NoHGwyGEmMxTI2Y2KuEGmQlGljjxXHTt2wnRGRcmGziRra1ONMpHE1OrBAfO2opGLqZyQ6vN3K3yfWTzqWZy0xRKb1BDMSFscd4/mEnaszovnwrMHLoOH3s90p1WyEv7JLfu8xq7MlLFbUezOqoz3YHSYHwo+EZfGh7Ifpif9hr3s2glkZ19wB9soeMUSetBvM9895+WNjLBVVNgQyK9aMqggHL/HeG3e5/+CUNsN8d8renVGRfZU8ULws5+0pdVMjL36sUOTaHvv1f8ToUz9LHI+KfEnsSDZiLfRl6hXO2qJhIGkYblMynkjiSfcIOvB7FdaMiN0TprYhxqFcKoaRe1pK3al2cOsWefg++uge6bNfwFRTsiZCWhNT6QWu2g1IAZed9efM/A6blPHbKogtlCtvC5i1dHQTKpHK1aRU5mxM7Ai1DT394PwBBOeqwpJYPEZzT5pM6C+U+irElGFLWYp6J5KoZYYipW1y/IA8GROMknNEM5w/PGf/UzOuzo6GrDphh/HIQVOhLYrd5pooYVAHLGO0syRiCogRnJSydiWC2jKIx+xMmB7+NGQlf/kfYD76GfL+XqG+pZqUehZ9ocU2zlKJpVc/hAF+mD3RkwbmSJRUghGEjg01HxhEJ4CJQIcVQbJFtCps6wFoqprIUjQeLJTnxQAHkQRaYVIiypossQxKUgpwEinzPKjJv/N9/M19NrWSwhpvLSM3BQdtWCNicLZCU+I8LvC2DGGyUlG7Mk66ZJwOFSERqKyjH1Q9rRhUHL5xZd6AWMQYdMBzTKoR3o9xTrBWCAlG1IRUJohOzYhpPSUDkQ0Oh5OaVEE8W3PvrXtU05r54YSd/b0SsElhKjA0e2Bojkko1a40jKHLCRmkj60I2QxyQiI/oOwpIrRxQ209lR2jqsSYhsm7w/TKIUR5+9V3uP3ysxze2C8tjRyxtkYR7r76Lq9/7XV+7n/0C3gxPH7vmJwyoQ88fveEma/54p//aR4vTrl3/zFn9x/yqZ96BWctr3z+I7z0uZdIWfnS3/kSqsJn/9xnuf7CddanG/76/+H/w//gf/3vE5cr3vj6mzx89xhvavZGe6Q8w5mKru8YzSoWZwvO1gvuvnOPzeman/61n+Wf/eNvMZ1NeOFzdxjvjbn7vXc5+XtnGBE2j8/QrmX/9nW6uG1EDTKOKsQuIgae9BtUlcp5ZvWMkbUEYFJNqHNFT6SnpwsdzpdgqwvhQrPEGjdgZ1qaKwfwu3eZ39llNTKs44Ikyk41p7cZaQzVrufwzg5IYhk6KvF443hydtme+DdjxsBkhHnpJrPHZ2wePaE/XxIWa5rJCPvctR9bKeoLCxFCKqMtPxgk/GHAk3+QOUsUy6bv6DcbzKgCo2WhRctZ1/D9L3+TRRdpJg03bu9x9eZ4GKEteG+LCMlAAXpwXPjUzrWMRi1Hn/9F8te+hLzwCnb/EJzDaE9KAgTscOiV/n8Fup26CV4qdsc7rPq2lPdWa3aXAW7cwQrkQkZiFToaXxcshEI+P8M8eUj6/C/QsqZKayQbrHqcdTSMqOuONvVF8pmGPnWF8kSharnk6DK0ssAaU/jZ1jNmytgWsCa6ncjY0WmHNXYoARebuD3ce7+D3TskPXeHdfcYo45KGChTysjVdHRo7HGmwhmPZAfjI9g8gcFBJInkXjls5tSmGt5nO0ILnmLKQXXL8vCDsy1/jICzgrIVIetZ6YYaTzOIiMW8IMkYd+02vPEq9nuhqAz2HS4m8p0XCLt7ZDu0/lLEUlHGWwVctngz57Q7R6QcriNTqme9WeO0LqqSJnLSLagqodJxaUSYoigZzZpKZ5RKQKClxUmg0lF5nWQ0Q8s5YhUnBSZGdgOTAtpYAK779R7xwRtUP/WzCJuikJoSGpe4wsIrdLk0fM4IlbVFQVQzbssJ0PJsjRaZ5E4jlS/sm5QyzjlGuB/k2ziLu3WF8dfuUn3yNro3GpQ7i6yztYbtardkkio2e8iZSEsI8P47j6j2LZO9Cj+Bng5rnlZ4YMDVqGURe2opioHGFhffpqI8WMii5bNWw/yLonkxAByxTNwPThcuNEPKwhFb2A7A6rxlNG0YD1VRaxzWerpNz5NHp7zx3Xfo/suANZbP/uLHuP7CLZbnHe9//z7/4//k15ncvsKbX37M8qznxku3CaEtAYy3ZCtsNmvuvvGAn/wLn2Hn6g7LxTnvv/Meq7MV/9//89+lrjy3PnKLn/jVn+Sf/+bv8I1//B2aseeVn/k4tz52i2pS8+j1Y767/DbNyHPj9h2yZl7/0rf5xf/hL3L15hHduoVeuP7sFTBwev+UbJT57X26uGIdNkyrCU5KuyqRcOpKq1MMViyxV87SSVmz2ZLVUvmmsGtMkZWOA5F2Uk1wUhNjJEqiso72czfxf+frmGsTmukIm6FxnnfP77M57Wn8GDet6LTDqWXiq4GZ1f8AwPiHHvEf+pV/Gm2romeAvRl149DzNXq+oV2ukdfuMjraxcwn0FQ/5Jf9iEwVNh34YSb9ALDiYP5H834ihKbmTOC737nPyx+/iRlRtOIl4WaWRRvpknIwbzi6OqdxRdq5zQFNRTktpEQmYpspuct0UejWjp0d8Dc/innwPu78GHP1JqkqegDDBSBapkRureSWGYxicYxsxbSa4fMKd/K79Lfu0KVNOey1VCQMQi0V7q3XMX2P3rxDLx0xpMLkGKoiYaAsWTF4KzgtJW1vRwM1Sp9yp1AqUxdlOEyZW2QoAYst48JFBZMTY1tTUxf+uIFKwL3xu4hmOgNtKqp4U1v0L3KX0B7WpsXUjrqeDvRTEAV/9ZC3/8FbyKqBcST0LaOrdeG4SxqAaQN+gojFkXJhbtTWA6Fk5vpU0CfIhsi2lSBDywi6lHBGS+dWFWs32KvXYP8K5KfjijUE6kf3qZ48Qq0l7x0w3r+KEYv3NcEpfVhgRZjWIyJ9YVBIHtok5cOVKxcmvr7AIxgpfxIZmwvYLpPQnPDi0VwwIDo8l2wy5AEIO+T0Qk/CsokruhAL08Y5omqZ65HlQmNCjBBjxNhh5PCAp5jYyUXbyw5TSc0wx2MrdxZTwJoxOeYCvMsRkQiu6AokYsFpWIf95B3Sb3wdEy1qXAHYGVvAgFqcdtYC2PQesAXXE9c9j++e4seW+eEYX1ucKbMI+pRwpgD/yno1BM3U1lH4H0XW2OOxWE43p3jjmVXTUgKHokw6VB+U8rWsBVBpt5iiix1aeu1mmJY7mjT0m0C3DoznE6wrANocFzTjipsv3+Dnfv1nMcYzmzVYVfqT8zIZ8voeOFieLOkWLUc39nj84BGjnRGuLmOjBcP6eMX0cIZUQlhE6IWbL97g47/ycYwV5vMddnd2GU8q5lVDfTBlfrSH857JfMqbp++yubfhpc+/wLUXrpNSZH26ZjYfU9cVp/dOuPe773PzlWeIfakQWm9xlWXVbTB2AONKHijHUBtPNiWhSTmzyStUM3M/pXZlGNcmRLpkmTVH1MYMOjeJyltEa1bdmkiR4E90OFPQJknLMDJCZqee05sTlssVbezY20zZeaaASZXSJuty/6GP+Mug4cOYCFQOa8dgHbnyuDNLPF/BqiWnjDYVdjoqmIAfp3bFMCxH2lDGv/o/ejyGOktHxRM87719jK8F4wQMpJiIvgINtJvAyeMVyyow2xHsvAgcxZxJGQJNyeK0OGVnPTEHzM4ukntMu0Qevo/ceRmNHXHLPBShSAnLNikuA6JEB6XBCq8Gl8przYWrGNobWJytcO++h1XQ+S5pb47mgkCGMlgqbUc9mzLN0GQh51xK+lvVuuHAHKZul/8OQLAtntaYAsBMmomaMKI4GWNwmM0atzzHZcWEjm6yS6rGSIJKatrzQBdbUl/46lACj6apCrZDdXDCnrPjFdO9vcF9ZnaOJjjrC1hTEqIFRGcsQwZbAJtbOexB+BkZ1OqixnKPBzBjUsWII0hPFxMxJlLMjOuG3dFeUVtVCkuBjEkTbNdhuzFoJi6W2FhK22ItYqWM9B6PaTQTvUO3AEJDKdlrHqojQmV8cWADc2HLwBCxFzFlkd925KFEnjQPrI7iFNFIJhawpwqqmTb0Q5Ugk4cKmDIAV028cEwivgx7Y1CTzODwRA0D2l1RleGaKGs0B1LKKKGwP6QEItbYMrVVi7JozmVgWh5Zqp0p+WyF1IKdF1ZLVh3WelnPRbE0XcArsiqxjTQ7DbWrcFa2cWxBp6iyiaWFNq5GJC10yGGwfLnnQ8VFkYHGWb4WUsQaUzRJtsJlFPZQtXVMuaiIbr+fUqbPPZU13HjpGicPT4gxsloeIQiz3R2q2uOrCmsMGiJtiKWFmRJt2zE7mGKaipQS3aYjhcRsPuX+O2fknFmfr1idLNAkGGdwtSutNO8ZjSeELqBGiV2iW7f0o47p3gw3OcFd34PGE/rAeDTm+P4x+9f3mO3NGc8m5JBpJjWP3n3M8njJ47uPWZ6tObhxxPp8g3GWelxhROhTd8F6KKBsi+R8EdiWdZlYhhXeFCaYooV9IxAlFzDzMD/HuRLsZVGcLaq0bsCIMCiQlsm+sAk902bMaK8mSiJ0PcuTDfWupZnUWGPwRvCXmIY/IrMDNXNU0YwauqyIQjxZlLG5V/cwHwwcftTBQ4EnQ12hYUPhTTV/dK2JD5q1hIM93nj9XbwIrvYYb4khopMJoivOzloWy56qrri+qrg22wMYNg20YcSy3VCLZVobZiMhS0+sHPbmHXhwF3nvNdytF8hm8MgDjTZLRtPAnRgOM2U7N8Jguh5iQEYTrFSFcy+l1+xwjNqE3LuLPP8yaX+PID0mC8aWeQQFPjFoxxsuJIhFM8YYVPKQFRsYcA0qw0yMQYTFDWwJRIuTGZgSVgw+V6Rug5ydYk8eY1Oimx2yqGdYanyrmGw5P1nS9m0ZCDZEIXG1YbP05FzAi85uB4P1jCYevz+iCzDfLYFJljKHIGVl3bfMmhGZXCitWAb4FSmXHFKGIAsMkgxqh4kZSXFGCk+871h3LX3o2Zc9ZgN9sSxLQ9QexxiuXAVbYVLAvvV90unD0vNWxRhD1UxISbFVjVWLVhb1niQZiwyyyAWwVxgUT0c3K4UNYcygZTEEcUa3Q7MMSWNpg6inNjW9busMRZkza7oAMoIOwjglIHEDQyER0WwwpsZKfjrrShkwFKngSMgInkga2ByZNGgOBO1Y9CvGrsb7MZWthkChImqmT11xPuoY3blGenCCIWHn1wi5TOW0RnEYVCxidJhiOvhwY6h8Re4gbRRvLKYqNGEjShhknb1Y5mIQo4PC4lN8Q9JMnwITPy5zEowhpnJ/rLEXb7adc5JzLrTnYU9vsRKqEDXR5oKPufPJZ/nGP/g29964R9cWjNAzz9/kxnPPMJ5NscZx99V3WLaRmy89Q9VUZG+59vw1RCCmhK8dk/mIuqmx4nCVY7NYs3hyzmg8Yf/mPsaVfehrz/xgl5gzD99+QF4rO4dzfOOoxhX5/mPC9RnRdsQYaEYNoQ8885EbzA+nRQ7eWm68dIMHbz3AWEPXdjS7Y3YPDzl58ITp7pjRbml/xRypXcWFLPwQOKoMbJZtFSonGltd6HMYhMo4cJGY60GWurSKYvRgNxhTwKjbdicUSXUrRb+iz0XNdHrUQKWsTzrSJnJ2vMFajxs5nDOlHfsh7TJo+Ncxa2E+pp7fhsdnpLajP1/RL9bMDnbQa/vQ+EGO+scgcJiOyp9/2+/rHXr7Br019K4My0IV1h2pj5iRx41q8rrl/QdLdp+dMfZV4YKHzPlqxWn0HE08dS1UJtCJo1ZDnwN2MsYfXCN/+3ewn/oClZTI3hqH5JJpaS6l2jKRL1LlIkFsrMf4ulSNrGds5xjKBiZ28Nt/D/34T5DmO/QCfYo4iViaoSRdI6Yu7IEEIGXIjxFC6oEyJEtMUXjs04Y2rpn68QVNUhmR6BArRX/BMAQ1NXa1xL71PWQ8w7z0GbSZ8Po/+xZ9/xBfV1RVRd/2TK6PaBrLdKdmMqthwB+UMvHgMFRwjLHpHubajLw/L4cOBZSHCl2KnHUL3j95yO3920yrETKwN4rc7Pa5liCInBjlOcG05R7kxKZr6fWcVV+U9owrKP9RVV2UpMudKstApStCXamAsPT56zhuUZlxEevpEzx4iF08hJtXsedPYLGGZ+6U7Fq6YRJmgfwtQ8vMzofseQvoqyAXx93nnkQZ3iM2oQm2W7RNKyqawhbIhYGTJFKbhpGbkMk4qdkKPhkZsnk8iqPXDZUKUYsQtprCROg04yktg5iVagDstv2KxjVUboS3PUkyq07oc8LmQWKdAkL14lFTAox5Pca8MCfefYCseoytidpSpZoUW4xRjFXa1DESR8gg1uCrisnBlO/909cIN/c5uDVn5CsSWsSkKNLGRkprQcSWuS6l91CcnFGuTHaG7V2epXdlxsF23UEBnEJx5oaIcZ7KbsGoJYirMDhrEYGrN67x8395j+XJksXjBQhcf/GIqvK89MkXuPnMFe6++iZ7t6fcevlZEKXdbLj27JWL9/z4F15Cc+HyXH/pOj85+glSTFSjhvHOlJ/87/0krnIs2xO8rdm9esSv/Ce/zIPv38Xfskx3ZzQ7I9b9Crn/hLQ+YuMLHmlnfsif/Q9/joPnrxDoOFk9ZtzM+eJ/8LM8ef2Y8c4EP3bE2DHfnyMOxofNEExnLL5Ie4spcA5TpksqRTDLmTLds3KOylZEk0kSiDmyiVDbmpHPBWycM6te6XLPbuWoLQXECzg7pqfA1zqNbEIRg0upqG/W+xXz3Yhm5bWv3cVLgzl0mJnwA/zjH3a06xby+gfY+fk5Ozs7/F9/+xuMp7MP/cv/VJgqdAFdrIn3T9isN+VQP9rF7k1h3Pyor/BHZ//i0hK5+JrqB+IpBUJg9+yYW1cm7B1MiL4i5YaRbUn0pEERMEtkxIygATGGOkL9zS9jPvnzhMbD6UPM/Xfg7AQz20Ov3iDN96CZlMMtDmNf7r0JD99DNptSDcixgKcGjn++/XG6o9mgmFkEXsa+oJlD6gvFz1bD4W7AlnKjaAlW7O/8UzSF4sCaEfnoOstrOzhx9CkQ9SnEbSRTxGyHNikrPWc/ztm8+w4n68BxrgnrDTvPzFk8WAKG0e6Iq88Xqd6SWRRFyaQ6sBgG/f6hVClZMIs18ug+WtXozTskeor+ZPkn5MR51zJ1FqyUGQ3qSbk4z5i1lO6HonU0mYpq0D0offplOqeuLZqUmBNRS2Y+q0YX5MaMsgodxhbRI4MhamRNkdCdsVcyJS30MrvVrzg9Rh7dQ+6/B+Np+XzPfww9vEKSTEwrUvRkU8CBLtelimAEstBLSy8tnoZaalJSggQCPV0IzOwII55eVqgkJuyximsqqXHGQ4B43OK+/l38n/8JcpVY9yuW7Zq98R7ruMJbg9Ey/TGanpyEkHKhMyqMKkeflEVYMKmmjP2ElHtqW9OljpwH/ID31NaREsTcUjLIGjFFzZLXH8OyR0YV8rFngBIophSLKBmRREdMcP5wxep4UwI1Ve585Bq+GTAhgyVNxaH/QMl8i7sYhszlQJahSiEfkEKmDHLjAzWes3bF+8v77NQ77DU71H4LlmWYHFsCk8pOELEkzQM9uRp+R0TEkR6ckB+f4V96Frwh5IAZxlPnbGg3PVVTsCshBUIslQprqx9I2KJGztaPWfYLRAyzasbe+MpA9+0JsSOkMhtlZzHFf+dt0jM79C8eklOLNWNSblmH1TA4K7IzvsrV8RWcGebGaMGGxKxs4oaUeyCgqlgRnLVEjUWILWccFctYZNRr65nY0QBzHO6i5jIkTAo4vLJF08EOgevxxuFswJgeSIiMaf7W17E/9zLxqCH2G5pqijWJ5cDSEGOIOfLoewsq4/F7hmbPI0F57uZnOTs7Yz7/g/Ful5WGP6yJFAbF7hQ3bpg8PmPz+JTNg2Pc2ZJqNsZc2//xwzr8EZppO9yypRdgf/6Dn3ubbf7ArVDwjsXeAe+eb1gszzk4HFHvbql82yFGlomdopmSBUmmd5H62ZfI3/8K793vaeYjjm4e0N58hfHZE+T4MfbhvdL71oxReLQyjHdmjK/cgdkcSR1852vI9VuwfxW1nt5mjBW6FOhiR5971ERELd7UZArdsK6qIvVLEZxSUVLyuE994ULeOaEEIk4gEXHWYLIlpK20ccBmf/E5LRUPT1acLTLJWJodRz2dsH+4z/7+bsEQ2EzILZUdDXoGQtRMINAMtEkZmtZFZwBkNoMnD2C9Rk4WmL0JmZ6C0RAiireGytWllLrlohjDKi0JueAHovasQstBs0dHopYxbjhKJnaKNREVwVMcxKZvebg6ZuqbErgJ1NYWDj9mwFRAleuh9VHexwzVkt5ElumUZj5iNH0Je/v5gvZfBOTBe8jJY+yzL5HsiCCBPvZYLLXAIp8yZ69oAoijZlxAlGLJpgOUCk9jR2QCmUgl9RAAFkfsKEGZni8wr7+H+eJHWeUVtneQDZUvfWiPG/AQZWy3tY42rFmHDm89IzcilmJ9GValCZGEH/A+dnCcMWcWmwXRF0ZJEfUpdaNKGzYp0NzaR94/I75xH+49IXc9xnvsM0f4m0ckb3j31fvFUYhQ1Z5q3zNrpphKYBjqpZIHhEsRgColcUsfeypjhxHQJdjoYkdPYFZNCSkRc5GHzh9A3itatEqs5fbODdoYWIQVQRwTOwLxF9oBCFS2THUNMZI1Y61hbCvEjum/+QaxX6P7DUnXdJtMGgSZi4qH0MuGR4sznHF4W3RZUs6EsCjVLQyo4TycDgyjjBePUeHJ+h4xJ1IqWiFZS+A/mjf4WY1fJ+T+kvWhpQuLAbdR1sImbTjfPKbvz0sCYRyNa4Yqgr3Yd1kztfHEDH0ORb9PavJw10LqC37FCB09jR2RUksXAyGVM293NMKK0OdQJl6amkTgoK6JAn0WQkqMqopqlNC3H+H1EHdjSte3eJGiM6KRPgRW3QZ2DU/efsIkj7DVDiqX7Il/u2YEMQ6cxR7MqayQFxvoA93JAkmZ+mCOjOrfXzzpT4rFhFlv8IsFu3szTh4+IWZFmhoZj0i/1+jxAf+RjGGZMin05OOWI6+MplOceFSVPvdF0GboVYc+kUKkmk2o0hHL9++zOEvEeWbnhifpHFM5SAEGtb+YlScPHnLSt4x1xNTDbGfM/TCiftIyzqeMdyeYnXkBTamSbQEB5oEyVwZ7liNJsGDztuU9AOSUNG7oYlETLeV4wUhEtWT+xpSjL6M4qZFcxJJiSqxPOlbLnlzVNGPPeHeEkhAnVK5CJJPoCWGbLW7hnnrBgd/y5rffjTmi1mH39pHzBfLkHnLw8kVmC2XKZW39MGlwixEpUj5FHtsDjoQvLBTXlNkEW3AfA+AVwZjilIxGalux6Mr8C6sFxKXDBMtshumfGBy+IO8HcB5DEIaWbFatEL0hi0dzJgt43cetVui7r+NuvUgeeufbkcONbdjklspuZ6LIoNhZ+vXFKSpOHIE8gPsKMFAph7QzAScVkjK6WtHPKtabUypTlWsc7v12OmYiFqeYShurtwXP0OeeSkYgpdUQUiCkIYjUohZamDn69L/bQWQUQaWE4sSQnaFzhrWzTEcVzZU9lmdr+oenpCenmKamno4xXqm8wTcWGRtGdV3YJ1vQBVqCHAz94OScKXTND2zQolhqDI1pyFo+c+mbP2Utbf+uMFAJZQiC4vBeMnz/KeMopQHnQ5kwux0RrQ9PSccLZO6RvTmr0FKZqgxjEotmJcQ1p90xp+0502qMUCTFQ+7ZhM3wXD21HdG4Gis1bSoD57JmNmGFNZ6i1pEJuS/UR4mY20fY0xZddLhr+0hoL67eiJRhYGaYjDn8fKmAaNkTw7oiC2FLlRzwTsZYutQXWLGU8EeH9EFQrDisKFkEa0zRKtmeLeouWEqYHqPgKNLUKSfMnWuk986Qdw1mVGPmlj63wIBRkQEoORZM8/9n70+fdc3O8z7st6ZnfIc977P3Gfr0iAYaDTQBUCA4ihQoUhIVybbkWNZgx4pjS65y+Us+pMqV5A+IU5VKPuRTYldSlUh2SRZly3I0kIIoUBBBDD2h5+4zn73Pnt7xGdaUD+vZpwGJIhugOIjqVXU+nOnde7/DWve67+v6XQLXe5pZi5h89PHEx0XDv8o16Aey3BDzJW62oluuCcdnKCFQ04Aoc4TRv3Mo6t/r5QPRJ/JcFRzd+QVN56Cu0i3gNyoavmu5ImclJW65Ijs+Z1yVZNqkyjw2uGC59IN3K8vqvMVtZGwfXkccBWaPlqyPG4prM0wxQteJyBZCyo+PIdDe7ljO16jugk0bQW9wr8uplgt21w1lnCaRW56Qy6icy6hlLRRCpANWJitEuilfhnQRETist3S2gxiHCOJLlfvl4T44QgLopoOswCsFQbA6XuKNop7UlOOcojZJNxAdYfB6gEBJA8O9XMT0flJIXAhDZHma7cNle7nDT8fI4MjmZ7BeEwuAACKgho2FIQgnXm58ImCiQsl8EPBFgk4bYBBJ8BZjgi4hL+O9PzxGjFQUOkdKNSjAVYJHDYeFHMSJCImLlw6DoS4DQogYMkSM+NARSK3xPuuRe3vIkzPEu6+j9m+gNCiZDeMaRSVGzPwCF1NhF0NytRhhhjm8SKLZxB5HCIkNaRymZRr39HRp/gvE4Om9pfMdXGJ8hwJHilSY+OCxISQnhdDoIWvERUumi6RYTxjFIbBIofVlEkZMcdDaIKXEY4e2nERIjQeMlLSrlmXwrDdqxLikuHGF1QePaO4/JBzPyETO5os30XsFJk+yTzcIFuOgsfAMr5tIVj4GgaL1lt7bIdgoWQWFSBHUSmqcC481HZFA6zoyVTze0pL1UtG6Di0UmS5x0acDWqS+mIpJcOz6QDAJsa1Eeg6idfgPjpDGIDY2CPUI26wYm4SMDzGNG7zwXLQzOtdT6IwQAyIk4W7v+/S1dIZRGeNshBKRi26O8w7BELuOIFMDT2WwjUqh8PtTZFSoiyVZLwk6oxuizaWQ1FmVnlMfH3dIpBRJGB8DMaSOiBSG1jpQnhDCoFNJBaQQyfGjZAJ6SZFswFoYcinRIjmZXEzaBBMzBGIY0aS9Jg7I71wquuDgxiE8OIfzGdyvUWqMK9MlwogkAA5a0KseXWpCF+ltn1DvH3F9XDT8TiyjEbsbmEmNuliyfnBEc3RKdrHAbI6R+5uISyjUH7SRRW7wGxNW2jD74B5PXamJs4DtW8JsDpu/NR8iZIZmMubedx5weHgASqCloRBl6kiEgBKC9aLh9ptHaATlzxVMDkvWrufiqOX4rTnlixXCW+ZnaxazNbqQFMYw2aronGd20TL74BG+dTgX6LIxbV1DUSLeehmmG4grN6EsiFFQmxESgaXFD3Y46aHzES2TdTKKQOstQnhUyv9Km0gcvkboHzPhRYyMVxbz7ivEp19Ebm4RY49Yr9m8cZDU17kgSo8RGhHTZieFShkaSg7DDZtEnCQHxrJvqYwkU2YYXUCuc7pgaewMlUXU/gHqzTfRn3kBJ2yygKJYsWBKnoRvg9YBVFK/q9RVEFEiVTos5RDFEmNMNIyYbo6aZG9lMHhuliMuA7iECI81F5eaBy7/NnqUzEl8AIcisvYtRiUE7yVH0Mf0HXYEMIZstEGYLSj39okyBZel2ZBhqjdYhzmRBHs6a5Zs54Y+IQlS65cuxYCH9D1FkcKmRmrEPJyhvCELPUhBdH3CL8serdPzpmUN0dP6Pgkuo8eInEW7ZO0bMqXJtSZGyzifkqsSFyw29LSxJYsKJUFh0mEjLXawOGqlMFI97iNZHKdHZ4ioGO+OObl9glWwnC2Z3Nxn54ufQD+c03/zbbKf/jShlPhoU9AY0AePjan4sa5jmm2CTIWADT2LvmXtWiqjU1LpkN+iECz7GSM1eVww2BC4PXvItekVSp2nm+zQpTjvFpSipFQVUlfkskAIQyZFgoz1PeG8IdsrMKJKBZizcNHQ3Tqi+sOfp9vIWfdLqrzAZJqL0zXNuiHKQL1T44KjMAUChQ9QKoMUkWW/pMoqxvmUykyRUeKkI9cO8zgnA2b9Ai0UpS4odI6NlnG5zdnygtGoYCPfJ946xj+7zcwtiAhymZOJ9B7NjGLt1nShS6ClwV3jQiBThtpIOtYJOBeT7kJ4QaZ1iq0eMmckl4Q3QKTxToZGavAhfYa9A+cDwaeI70KU9DHB0CpRElnSmwnZ0ztwPMPeP0HN1lQ/8iS9b1MnRCUN1Kz1rFYtxUaG3lM0q+4jb/EfFw2/kyvTiL0N6o0a8eCM9fmC1YNTxKMLxjeuJMDSH7CaAUgjmI0R6qVPcOfuI+LV7cE58X08hpS016/z7W/f59r1kq2dMXVR0clkL/Q+Um0WXH1+m7vfOSX179IX0Eaxe22K0BHvFRenK+7dPsGNRgjviZOappf4IBjVBbPzRYI2R1hoxXp3RH3ty/CtryDvvUuxs0+2dxXrGlKj3GCkxAnPzM6pTY4iI0ZB8B7nOwqTPO5pU0ibtTaJBSBjusEFPH46Jh7ehLvvIt55hUxp9q8dcDRbImtBlkmED6BhxZKRGAMah6elS/ZQUQwN0pBSM5VMYisiZrh1G6HIhSIzGTJTqALkO2+CyCAYfOzwsqOgTpTAmHz4abO7TK30qciViuS8GOyHIuk5NOC9AgJCxg/f29ITQsqvEEIgyRD4ofPS0/t0g8tUAcEgh7dKiJGOjg0zwgpP53r66IaZ8UBtjC1hnCOefh6+/o/Jpj+DNYowNH7STT2SqRxiiizWenifZF0CFsWCHs+FfURhMta+ofM9TSiYqglbxSHhn72JW7f4Lz3HrJ8hkFSipqTEiAwfU8KmUQGjkhakCwpIwjxBEmMu7JLNYotCCbxI9Mk8pPcPChrfYqMl+MD5m0su5nOKLcXGzpjtnR0qVdL5lCrZLFv6vmPv0xNO3p1Tb46oxgZlAvrmLv71W3C0JMYxYpyjRcpriT5RHLVQNChm/ZxJNk4dHaGSr9/ViGCS9mOYzyuh0KJACEnvHCu75qQ9oTIj5s2KmEdGeXJpta7j6ugQvMQ/nBG+/jpNH/Dqu260UiI3R/hfa+j6kChneeLK1H/kRVotiM4xykuUSJH277/yHq63TPemjPfG3Nh4EoTGhQbrOpZuwSgfMyprarOBsIajOw/55t97mT/8H/4kUmpcdFgso2yDUbWTvpcYkstGCKqs4Kv/05tcffqQrc89S9GN0aNdSjfGB4sPfoCgJctqhiCLfhgbRVbdGoR7LPqs9YjWdXifrJdVVtINhWTve1auofeWKsvJY06hZRrJIuhsi5KXDpohPA+DpeP2/CFaqaSD0IGxmnAWFuQHe1RP3KB0kvbX3sH/t/+U6ss/BFsjvO/RBFrfMZIlEzWmkjkN64+8NX9cNPxOruE2SWbg6g7ldIS9mNOdz1jeOUI/uiDbGiPrEgrzu8NP+N1Yl2LHGJP9VH13s/qjPgbEImNR7XJvseD0+Ajj4fqzu6RzU2AKRT0qyEY1rgUVMoiaxXrFK9+6w2c+d51b795lsbRYIbHzFWFnk7rtET7gM0NfV2TeomOkbT1t6xFoVv05+bMvoWaniNMT5J0PKKabdE88mw7EmI4kLSTeC4Lukqc9CrSWyfOuzHC7SOl0Wgvwij72ww0eULDa3UBubCQxYVTce/M2070JmcmHjcexsh2lrhLER6RgrNb2jAZhoRggVVplid0VUrqlQqfRRujTYR310EJ3iOkm/uIIX4/xMhJCJJMFlgR2uhxtqJiEnr23aJnyNNLh45OmUOhBcBYQSmFI3n3r/GA5UyiVxgxACr8aUg5zVaCFwQVPCCmyWMjLbIYh10BqBIFsiJkGix9IlD0dQUa0maCnm4TFDLmxAZkmxBRtHoIlkxlSJhPmmDFBuWFu77iUAiplcBGMzClURa1GVPmY/ivfRmUZ8cYOTW7xvcNFz9qm4i+qxATJFMBlpHLDRbsm1zk7+fZAaQzsmh186IkCvIggJUZo5v0SE9I8PkbIY4ZvAtc/scvieMXyboc7O0UIwcb1imxXYo1gddHhZmOuPL2PFKlYa1wHEfKf/hzNr7yMdgH9zFVCFsFbMpW6Qr3rWdgljtSZ6b1N7gklqUyCJqU4LYmLgYt+gZEFAYVWhvHwHplkU/rQJtBQTK/buNzBv32Eu3sCgPnhTzIrLN43VNkILQ29b3nUnzLSu0zyCUZmabAVwX/wLbKnPo3Ipvjecnx6xHRjk4ujOZO9EVuHmxQqw0bN/P4CWWjy8ZS80rR2Sdf3jI3AtT1HR0dsXtkgCX4dRhsm2Ralrji6/5BoJFVdMaoqQnREBy/95GeoJ2OUyul0Tnh4wblrqMY1RV3jguXswT20yJlsTikqg/MNx80xDpdgYTKjkGUKl1KSQBrpyGHc5H2klBNQDd7PWTSrBI5C0sY02tRS0pNC8/Ql9AxF13f0vkfIHKEi0gT62JOZntYWhC4QdUR97jrycA/77Q+Q17aQnzgA3yT9iBD0C0tuDHujzY+8Nf8BOaV+H6/L8YPRQ/S2hDKH8yX9qk2z9vkKYRSmyFF5lm7ll7+yf41fooHV8F1/8P39f6MIUtJ2Gc51yOUa9/YjtvZqpvs1rvHM7i1oW8vD98+IPtDMO4KQWJNx/+GKZRvotMFriPMFOkai8xitoMjwdcnyUUthMjIdyTS44MmkIpqMMNkCU0C7QsQe/e7ryKs3UGVyLVhhEzzockI/nNhGZmluHmzy7sdAQYEXg+c9BoSEXqzR2uCVwIlA6ANN59if5BidqI4Oh5M9igyFSAcuUKoMLdPNrA9JkR8RKXlwsLH56AbRZXws5EorEAXIKBKUSl4G9g5ugUtYj5BDKI6EYQ57aZ2VUj9+SRPlMOk53JAKmURdaZxkRD48N0Mypfjw3XA5A1dCoORgp4spIjvTJULl6Kjxwic6ok/jmFSHDlAs6VDXn4UHdxKTpNQE74aiKRVzkUgUESM0bWiQUqUWe7RomVGoDB8dQhqMyMiVIb5/hPARsTNB7NUIvaYQmnX3oWiyDxbvk6Yh4oeIbUWtC6o82ehcsMlRogcT42P9SxIYZkJjpCSikq6g7/HOMhrvJqeQDSipWS0c83tr6klJJjL6zDNfLBjt5sPwJ4En2thDaTDPXCFcNNjXbyEPNhF7FTEkLc6le2Lezmn6NaOspsyKRE0lRc+76B47gHwEEyUyDgFVUpDnGVpJFo3FRYkwmkJVuG/fIjYOtT2BaYHf1KA8hByrBD2Opu85t2vWBDoRGZsJlRwRoiTf3Cd6y9Fbt7j/wQnBCB7oY07vnzLdm1COauaLFa/+8neoqpJm1VFOSl74iefpXTNoSQy271idNOwd7CFlREiTwtZ6eOWrr2JtT9P1jMYV+wc77D9zwIMP7rOcrTA6Y4XkW199nem4pDOCw2eu4jrPe6++j3Utq/OWK0/ts3tjm2yqWXXr9HrFiJMOS8/aLtH6w5j7EF2yssbUXMmUpjQlRhoiDkLqG8YY8UHggqeXDiklSkQUAqM1lUkI+d5ZnPYUQqEwVDKhzufOokTG9EoGFyPivCG8e4R5YpPtYpP8sKGbOZplj/jYPfH7dBmNNJqsLEAqnACsI6xaCAGhG2KZp4PWpIJBFBkqN6mA+P0Ai/rdWkIkiBbgtCHqDOFXzB7MwQZCEPSt5eS4oWkcp0cLImB9IFMCVeQ8WliCUASVDhapFEJLQg/SKHSe0efD7VJnjEaS8TQnbamaGD0+y3HC0IUMvzhhp22RF+fIKBBVjScJ3tzgUxdiwAgL8yFkSKghV0IiZECHlBWAjFiSxzqKBFJywWN7iypkwigPLg01WPESxjodmIVKsbnpUEoWOIkkoGljn9wbSEpTUGkzyCc/PDDoO0RWXp4zSKERUaBJzgNEmqPbLmK7FgiYIkPlGinigFROzgliok/GIZY8PV6CGntSAUAqeQYwY/o+QvxQkCbkpQKD1C4WEiULLh6tyOsMlSfSofDpULPR4XwSpVrZI7e2UPfeRzQLyCTRpI6KlHLALA8K/pi8IjrKofUuEFJRyBw7PDeXLIJw+wi1OYatGmqDjppCZngfhn+TiqJUGJpkzSUxLkZ5Tm40je/TeCcOQtEYh9HMpUMkDGK4ZN1zXaBZtOjCYHSG2RwImRiUCpw/vMAv42BuETjhcKEjH4SGQTB0ElryG9vgHuHvn4N1mP2nsSSrqZYq5b4E6LCMBmGvDw4G5LPzQ9ELGGnQ0iRwmLi09Irh5xgYJa0nLhaE4zlid4K8ukncKPB9g/MdRmqc7+i9o7Etne1pbYePDkJEmyy9D3cPmR2d8PD9BxzfOWPvmQNmj2Z0TZ+KvSi4984DZscz8icKTu+fkZ0aPvuTL6CUIdN5Em22a1Yna7Z/aAstBVLleBuZP5px6/XbHD69j+ssp7MT+tmaK89c5eEHR4TgmW5NiSHy+jff5tOfe5p8Y0Lf9DTLhgfvPuDgiX0e3bqLKTTlRs5kPE12X5MslzZYhB+EykIkcJtINFUx2Iw9Nml8dAJACWEHkWZILJcQiVHSRYci5fIgIJMZ03zMrF/gvKe3FpGBiilgTIRAHyLWOaraYK5uEe6dEh6cYfY3sd5QjiJ2vaaZd7R985G35o+Lht+LpSTsTqk2alg2hEWDWzW06xZh7eNbCAi00RS7GzCpIDeIy+Lh35QVIk4rolEYIeiF5Hyx4tF8jRUaJ03iNUiJiwKjYSQCfW9p8hyiR7c9GRExrllXBUXv8BG8Tiz6YlSwN5FMr5RU45KMDBccMkii8MxPFxy9+4hV07P15S8gXv86rFeoJ54hw4DzRAVBRqQImFDgCTR+hZZJ2ayFxIYWpQyFMukwHQ6CMMzDJRoRPH3r8MEmtwGSQtTgoWEBaBhuglJFEHY4vJOK2gxApoeLE5q+xSjDVrXFSKfZrQgKKVOmhFyv8fWYSEOyjCUxgZSJYyClwfWB+x/cZXmyxBSGrf1tNvY2ycsMFzqk0MjB7eBDwMuIERmXXIEQU//CxR5iPmCJA6h0SAbvHwvAAh6NJorUmUjuEM1rX/0O154/YOdwi3KUY4c4qbbvaVyfOhaZJHDGaP8mnD1AdC3i6hMswgkTPcIHj4oaTYYVFoTGR4cWKrXFg8BQIqUmiqROl1Hilw36E9fpcvCuJ1cFAUldRExIDowoAkYmpfuqa5FSMS5yjMqIEkyQqSgUSdfQ0oL/sLPjY0cbLCEmIJFbRpZ3ejavbaUiMAySHQlbW2OUCCwv1qwWDdZbtp/donE9eZ6RKrJAhsI6TyM7smf2MZsTun/0MsVnnqNXHiVS63szn+Iq/xg2tuzXCBHJ6t30+oSQmAExsFtvkKkSwhBehqbpBA7Blt5EWU84uaD5xjsUP/w8XBnhZCS4jkBg3i3YL7cHoFJyKhg1wM68p3WWRveMdCSWU95+64R22fPEJ6/xzI89z51X77M4T+/D1fmKV//ha3z+F14gr8csZkt854lCIqWmNDUgWK8a5o/mbF4bJ6GpKjk9OePum7cZb4158ac/Tess3/nqG9x+7Q5fIHL+4Jyrz14hrwzNqmU1X/PcF59lc3eP+7cfcnTnIZOdMZ/84vM8un9KWRZJdDykVfoQhgCwSNtbNqtpkpHqgXkBWNmjhKCJa0CghUZLPXQFwTlP5+1gHzb03hLgccDVSI3YLpMYdWHXrGzDxLRICgIRIySbqmDJiovWsbFVItYVftUg3jvhkXCIGrxPcfHz8+VH3pI/Lhp+r9Zl635zjNgcY4AMYN2lJMp1i5+vWV0ssHePASjqkmx7Agfbv5ff+e/uOl+AVslSOKrJnt8fpGVpXb6BW+vI5iuUdUTv6OZruJhT6zQn75Qh1jX9a+8zubJBlIo+RjqlWD44YfPp55iMc4IPLGZLOud4dOeI7b0tgg84YYnRspjNmDz/EvLRPeI3fgWV5aAMo+deJNTjBMkRaZRQIuh9Txc8QkNORkdCSMuhmYwUrBtPLhVKePpgGdej1KGQ4jFdEAGVHCX6ZBSXkgp6es7aJSNTMzaJkrh0ayKRjXLKJB8xLUZphOFsmkIHCV4QlCZER+9T8qKSCnRyP6ihq7U4X/KVv/arfOpHX+Dk5JzXvvY2VV3wc/+rnwUKxHAjT/2QSCUTAdVHi/M9IjiqIv2ZkqnbEYL9rtdP0Pk1NnTkQiFVjdaJoQ/Q95Z3v/Uuz33uWYqyRkpBnqtEq8wzalvhXI/1PcveUu9fRa7OUesGcXLO7vYmDS2RHkQkCEUXAyGsQKkB1nwp7Azp+Q15EqFFBz5t9Au7Yu26ZJ81sGN2aWgJwlGojExtcNKkz2kucgwa69cELzFCkAmDCyGhfU0KRYtC4AjYruesm7Fb7ZALhSLiQk+1o1Knwll63+KbOfU732IKVM9+ku7miN4tE4OAakirTF0SgFwP2qLQEyea4sc/w/Lv/ArVz38OX0RicEhl2K73iaHBXQLQROILeCFBaowBIwRInRwt0iQ4VQhsFVuoBtp/8E26xQJ2xpg/8cM00jHvH5GJdIP2wdPajoVuGecVWchYdCv2Rrvcnz+kMBPqfEphFI+6Y7aV5ujuEXuTmmee3CcEOD97xNaVCeONGtv2PHz7AV//25E8y3jysze4+vwhXehYdWeM9RRrLZ23qWNjcuIQEtVcNJzcOeezX36RPjratiP4iNEZRHhw65jnv/QplJR0szlXnr7C1o1DxPmK0/ePeP+126wXDXfefsBzLz3Fk595itFOyaI5RQ3JnT4m5snIJGFoJQrauKJzFucjRhc4PBfNgtKUFHmycIqQLC6VLih1NowLK+4u71OEVEh3ITKqgKgoVZneV65LBUNw9LFBC0Mpa0pVpjHP+8esLlZ06zXijffY/NIXBjeRpxoXPHP9xkfekj8uGn4v13ex+IEkritzIKZgrJ0po3AFzhb0JxfYrsc/uqCMwMHWvxmjis0RLFtin5T6/3zELpCeN6PpNyfJNucDcW8b9+o72BDIFBjR484eMcpBr1a4EBA+Yh6d8OzTW4hK0dCzOJ9z7/Ujgk+34PX8OMFsBBzeOEBUEmsC6vAacv8qYGGxJrz1CliL1AoVIQSHNga5f40w3iSbdaire4TuESJe4mACi7Zjmo0IMdC5jrVd40TPMizo3Ypc5WSqwKbcY5wMJDNWBkgySvbzEi8sfWxBeN45fQ+lBON8RG6yQVToE4RseOK8IHnLhaZUKaAoRUl7lDCImCiT3qdxySe/9CxtaHn9K5HF0ZJuZalGOd/+x9/m/HhOXuXceP6QftXRN5HJ7oTx9oiyzumbljf/6Zvs3TxkvWq5/cYt+t7yyR95ht3DPYzOUtyvqtA644PXbnN0+xjbWw6fOsB2lqquMVnGxck5b379bc7unfLsF57h4OY+41GJdQscnrU7pnjiCfTRQ+St11FXv0y/CvQyfMi4ED0iapRPrg9HQMhE4szygkuQl+od3brFvveA6bP7FJtjVt2CnAwXLhkMEiNTEbOT7dKYhHyOMdL6xBTRgxVRDymzHkemk4gwxIjWkut5iRSS5SPL8iSk9NHhMFi5Nat+hXWe6Ys/THhwl5ldEtqUV5A+GR6HJXiJ85IuWIwSlKpCEVN3cytDX98jvnuEPNgkTHN632FQrF2HVjlBwNKuyESkznMqkyGoIA6C2j4mm6rOUb2j/8Zb+HsnlJ97BrM1ojeCZVxRCsVIV6xsQx96RnnBlfE2vfdY35NJzUY+ovOenWqH2myQK0Pv1iy7NXXe0awa3KRCjTPa5YzX/tGbfOLHXiSrK3zXs311mz/1V34BRCDIlPdBgIycIBXr4wVu0bCxPyVGMdhZJd4nkW5R1sQYOb99ggyBw6f3AbCtpSgymqbl7HzOwc291BFar+nbhnprxOf/+A8x3p9QFxWZSW6gUZaRqT0uugW9TyO5te3Agso0LkKIEnDY2OEdbJcb5NqACCz7hnE+gRCQUiOIuOBQUrOdbROFJ4hEovWxpwsNRpRMtcHI5H5w0aFkIulGEQl0THLDw7UFkbG7t89mXhFDh9usIS+JwnOxmH3kLfnjouH30xKX6rChmFAyuS82R5gyQ5zM8PMVzemMssphXA3OhD/AK0R0s8a0LVqr7+kyPF6XhYRKYjciRCGQ1/axAkTXUjrH9ihnc78iyjio2QUyGsajHGUU3kVcl1wUWkJjIVMKLaFQUI8L7r43o+89ikhVavaf2aIoRsgbTyECCKlARgge2hbdNvjFgj4qCrdAbm0RNSAjMkpGOmcxW9Ged/TOE1RksjMdbixiQDenD7zEJ/riwESAgFTuMYvBDwdVQuKmdD0fHQGD9FkyeQoHYojCHaA9Qsb0PhtGYiFYhBDYztEu14w3R5RViZt1RJsyCrIs5xu/9G2aZcPW3hbeBb71D1/h2idv0MwaovCYTJLnhu98411iFLz38ntILdm6sklZ5xR5jpCCGCUqGqTMufPmbe68cYdqo2ayM+H2W3cZbYxQWnH3rXs8vP0QISQ3P3Odt77+NmVZcGW8gxfQxzYJHxVQVlCP4c2XyZ78RCL1RZ8EicFRquoxylgI0CpHrxwnj45pmhatBHtbG+jrm4TlGn2xoigmxGJCoKMPDZnIEilSJJpnBDKRJStt7EFGzpsZS2sYmYpSF2kezQCKGp7/TCdFPALqCbi+Zzl3LI9adq9V5DInqoQiX7oGP9YsQgqpGmUlIkLrLErqVJgQkQIW/RprAnpIVDXSUjx7QPf1t5HjkrhREnxM473o8CGJMPtgMTqn9ZZ6iGMWEqLKMCrH33uEP50TVx1SSfTnn8Fu5zSypY8OqSJrazFCo0SCjbWdJ8rEH7gU0xqlEcJgQ8pVSEoAk9r0REbTmsXFmle++hatDDgf2NydMJ7WrC4iujC89813EVKQTzJG2zWbe5tYpTDKsJ61XBzPmZ8s+PYvv4JEcPOFm5STgp1rm7z2S68wOZjy6N4JG7tTbnziOuePThlt1CijWZwsWc9bdg93B+1LSsNcWMc7X3+Xw+cOiBauPH2F6W5FEJLO24Smjgm4JoTERstFP8cI/dhKHLxLe4WQ9M7ThZ55vyRXOblKpM2kDZJ0scMM9NGAAyk4685TyJWUZCpDKYVG42Uq9kEM+0YSXm/tjpiftSxtZOeZa/Dqe2RPbLOWjt73GPnRS4GPi4bf70sIKDJUkaVWqQ/YxQp7MkMDoso/FEn+QV1dj7I9eVmy6F0Sif7LuixJgZc+NlsTAmDXGbptESoyPRwllfuQC6FDRrvscWub+OtRgDbY0hCWlj5AyDSyNCxWPcerSLt2iOipWwsPFmzXY/J6jBCaGATW9SkEZt0gZufYtufioiV/cER4qsKMDciAbR3OOtrW4dbJwVBUhmIjJ1MJN01Mc3ClBi5CZKBj9gQ8pUiBWp3vaG2bbjakjakfyH6lKh7HQUcx4J6HXIfLQzPNwlNEd+96jNa0q5b5yYLgA3feuEu7XGG0Yff6LiEE3nv5fT7xhee48sQVZiczTu+f8/Tnn6Odt7SrjmbZUtQVH7x+m5d+9EXOj98jhMB4Z8yVp/aTYEskLUSIIITknW+/R1YYtg83KUYlt79zh63dKTEEjm4dcXTriOvPXYUYaVcNzlkiCcvchx4VPdq3yCJHbe3B7bfRTz2PIMNi8cql1MGY0XZzhAfpHaJvkKMxb772Jg+PjtnYmHDlp38M+cQV5FmLVBLpIpWp6WOyVWqRUMmJEigQymBi0mZIIZEYZLfG+oDTEGWKKBfogbKYnvxkKkmfX11HQhB0a4+RBZkesjKiQMsegsUWAtt4VPQDDTQiSaFGUqTUkCgMs2ZJoCGTGbnI0kBsc0L0jrjukK3D5BkEjw0OhCYEj/WOoD0CkwigUiMduKMZOEk8nRG7DrRE7E5w1yb0vqPpW2ywTE2FdclBo6VO4swg6L1llNWpQCIJeiOCQucJjiYEISoqU2OE5vpz11idLGitR9UFN56/ztb+BmWV453j2icPWa0WGJOTjbKEPxcQSSjmLM+pp3WyyDYdUaVAr2pacvj0Fe68fAfbWsYbI3YPd9ja3+L89Jwbz1+nKAvyMmO0NWbjYDMFUjUdm9sTbG64+849uqZBCpPomjHQeUfjWnwM34WXTq4EG9zjLqkbHBSTohhSRROtNFcmFZODQBaRHDkuONSggxJRk0tB5zqIOumihueZGNBSD9bmVAza2COiZLSR471nvehZAOPGopuYsO+DKPujro+Lhn+NltqoEUoSraU9m1P5gNgaI0ZlIkz+Qew6aDV49yOjkeJ0sSZujNKe8xsVDlL+CwWUr0vWwNGDI/b7MbUc432frEzRcnK8TG6EOoU2yXrEfGNKzgXNqiUow3qywfLhOd3hLlRpBDJ3ju7NGeEgUm0kToLrIovVmuuf2gSjENvbNKLm4a27yNM1Rpwy2R0jFcwuVpyfzNk52KKclFQbGfWGHvIFFDImgV6yZgk6YprL+5iIfrGhYEoXW07bCy7WC6xzyYZJKhysD8SQNAfJSpcnAp1If/9hIsDw9JEohFk2Yr20PHpwQbNs+PY/egWTa25++iZXn73Kcr5gPVtz85M3GG+N6JuWoiq4cm0PYQPL+ZrFxRptDMuTOdeevc5yvuLRnWPOHp5z+OwBo+kY53u8T1HUIQTe+db7/Pxf/hn2ru+ymrUUdcGoMrRdw/xsTrtYkxWSd791i8NnrjDaKInREYLFR0cb2sFlMEFWmyn+etXgo8SKgFUBkMTWIS4WyC4iG0m4WBC+9BL/9Ou/xjvvvsvNp2/yU3/ip6G+QvFURfPwAa7rUF3AOZAqS585EQjBITC4zuK8Q2lNZkbgHDvlAZ1dE31kve5RSqNKg5QZzvoEVFKapmmo69Qu10Yy2b90ueRoAVEHhA8YI7GuH5IVA41rUMIw1WMa0s+pZEYmNBKF9z5lS2iBFhnWdck+uu6RxwvM9S2sVLgYyR+Du1I2QyVKtFMpF2Vl6V+7TViskbtT9BP7yGvbgGW2vkCk0w4tFDkGqSSe1HkRQqTo7/WCTGbEKIkBXIi0PlBniYQZEEQZmKgJRhme/+HnWC8b2nXD1vYWzbKlnFZIJaimJS/90c9wfvSIqhxRjWp0prChGw5o2DrYYbI5hr5Pn4dcUY5KdKY5rA+Y7k5o1z1bexvkeUGMktFkzKd/9JOUoxKRbVFs5ZgqjYr86YLp1W3qp6+wcXODbrWk3tqgzAucd6y7NZ23w6GfOoIuOnKZAwOwbChwvffUqiQqCTFSaM2m3EAAre0TYn5wSijpSWmZQ0JLLJhqSZBpfBGDR0uFF54sFggZh9FEYNU3yCwjyxUbOznGRI7ee8B4oyKczMl1hdgoedScf/Qt+SP/y4/X7/1SCjmpyJ+5in73AevZEhYLdF1S7G7D9oex5b+V2uGfryt/w3//+0QzYT3IXLO9W3L7aw/BKGJVfPTwL6UIStF1gaOXZ5TjjvmyY7629NrQbYyTO+PBOinA6xGMS7rCILVCypT20I2r9Hg58OgccXwOWxMenLf4D2YEH8iLjINrE0DhXKBf9HQry/TaJtMXb3D27dfpZw+odiYcPnNIc7ZmtVhSbRqyInnkL3+qICxCSRRJDKnJiRGkCClASGX0IRJ8aoPmeUad1+yNNwb2gcFIg0EPnYQ+3VaETG4CH5IYT8gUPyGSH7+NKyZs0szXeGf5o//Rz3D96SSUklLTrnpuv/kBB08doI3COc962TA/nbO9t4PvGuZnM+6/ccKjd+7ypV/4ItpoPvWl5zm+tsXb33yPv/l/+UX+4n/555DSkCmBk46mT8OnPK/QJqNvZjx8/yFf+tNfYH46J4ZAXuV46/lDP/cSm1f3kAp6v8aloQBGanJRI+8u6V9+j3B0Dkff4oPFBbfsjIc0COCl8jrXUVTTMdzYI//Zz7NaNDyan1NujBltTnj51Zf57Gc/Q4iWX3vrTe7fusfElHzlV7/KzrUr/LE//vM899xzlMWURTvjv/5v/t+cHB1z/cZVnn3+Wd575xZ/4S/++0yKCf/z3/17fOWXv8LNp2/yl//yf0SmC17+xtf44IN3OTw85K//9b/Jf/xX/2O6Zcubr7/B177+a+RFzp/8hZ/jUy98mo2NMdYJ1n1LLgxjU9PYlotmTpXVeO/ofaI2KtnRxyTaLFRJaUaUusRIWK1X1J9/HvfNd+lffR/uHVP8+Evsj28MaOjIqNymFCWcL+hffovwaIbMM/If+zRqdwMbugFuFojBMi3HnLczKpNjpGLerUFKxllBCMn9kcmMK/U1MgRLZ2lDsuaqKGi7gFIWqdJoRQhwfkkko6pzxtOK4CXVtKDxDbbtUqGWZWxd2UufFSyrbs6sXVDrnMY1ZEVOURYQM7xIoW1rO8ctO4KIbI53CJVg4ZcslksEitwo0HDRPiJKCQWpIyUl4ugEO9aE/RxTQlFOmfuG9XoGIWWpKAxtaJOQmISTbn16X2cqo1A5mRljnee0XbBVjobkV4EPkJHEr5clBgOVVSGGzI1AT0elCjwddtAhed8hhaCXIINJYukgIUhymaOiRhmLr9J4I/6hF+j+h69i/FXy3avf1378cdHwr9sSAvIM9fx1RmdL2uMz7KLBLu/BB4J6UiNHVRJU/vNgKOehdxA8y7uPUs67UpjMkNVF+j/VwIlQ8vcNoVLvbLCazXnr6/cYCcHpO3dRT11Fbow++oNUBf5TT3G77TGtxZUj/FQTjX5cHNntCUnXLz50t/xLVp5pplslTz43hSJw9o6irArGOyW+aJMWQwiWS4trPbtPTRFa8uTP/ghyvUbMTuHOe3x23MKzn07BPEbgYoNADQ6LIQRpmHfH6FiySK1XWaAxND6NI7bzba5UGUpKLD0KgYwa6YcSRA1tSFJKoBBhMEUqfOhS5oNQeCXZKa9gZMbyYsns0YzdwyQQ875Pcb/BEYG2bQkx8u633ue9V95nY28DgPHmmG7dc/LwnHJc8oc//Sx9u0Rlhr3DHYxUvP4rr9K3lqJOmWAiKJwTECLee45vHfPut97j6NYxB9evMnt0iskUo80xn/ziCwO5zz7uwpSqQnjIwwTxtfdAaMovPEv8YI343Oc4+tWvcbB9k5/7zEuEGPjr/5//L7vFLvVTV+C5q/S25W/94i/yqRc/ycHOFYIL/P2/8w/5/A99AYCv//o3ePONt/ipn/gJ/ov/7D/nb/6tv8Ev/e3/H49eeshLX/ph/qv/83/FjWvX+bf+vX+HR8eP+Ee//Cvc+uAOf/4v/Hv8g//5lxlNRvzZv/Bn+Ed/9+/z3/61v8af/IU/zcsvv8o/+Af/kBc/82n+yn/yv+Hw4JD/5v/5/+Lk0Ql/9T/9TyiqDGMMVVkxED8SQr2PSJVIkr4PLJolWpkUsCUUIkgCjsN6DwgQJdZZWjqEgqPlbUbPb1Nc34H3H7L+734JgCgVsjDoUUY771BGk33mSdSPvkBUkt43zNcPKUz9uJslZAb0jEz2+OKRKUVA0bs0glGDS2XhPC0pBbZQERs7Zt0c6z0TMyUPGVLGdHADJ80pRhpqU2FjopSed6fYYAGB6jVapCRRJVM3bWxqolQQenrX4b2n956GFTLqgYwqyFXGjEfJdaVNYkzEpK9xLtDHjkJn5CqjdZ4RimAUQUQa23DRPGKaT2j7BUKkUDo5HKcxOmJMgKfOf5jpUOhsCJILSA056nEEtlKaWpcpWZeMEJM7hQCt76n0YKeVnoinx6HIgQ4f+ySuJcOHBkXipwQRmOgNEJ42pLh4Y3Lq/Zy77x9zcG0X6SHeOqesP/pe+vvjVPh4ffQlBgW8UjCtyTKFWXew7ugvlrSLNTQd4jL04LvXAJXRSpHpwRrkPf26xfU9zGR6XDmAdrIBRJXplPhoFIPZ+Xe1CyHqAq8k6yJDtj1l7/FdT1y1UBcf8UEEKIkvMkJmiFIMoRDye//NP/9//iXLWkff9VQjw8P3HiWLp/NE6enpkf2avCxp5k0COpkRUugUDlWBNFP0qEaGiHhwB9YzxMYmYmMTEDi/hpCe5yhjEkAJGIkxNlq64cYcY8SYEoNON0UlwAq0MvgYsUMZZBgigMMlk1ElkHVIYwsECCQyBDJVJJRxVTDdmZLlGc53xNhDNJhcsXdth1f/yWv8+t/7BtWkZPf6FpOdafpaRcFqvkJpyQtffA6pJKcPz7nz9n1WFyuIkU98/hmy3AxwyZSKmWWGG596gtd/9Q1GWzXZKOfGJ2+gjWK6u8nWwTYP3n/Ir/zNr6KM4lM/8gmKSYHQAhkMI7GB+/X30LFDZS2crIBAePdV+osTwuYWeVEQQsC5Fv3ik6iru6AEIUT+8Vd+hR//qR8jrzKOj4555bXXadc9ZV0RbGBjOuGLX/o8W4e7fPqll/jGy9/kbD6jna349rde4c/9uX+Xw2tX2RiPWC/mvPvO+0iheeXV19BGcvXqIa3zfOvbr/CzX/5j9H1PXVf87M/+DNeeuEae55jccDY/56tf+xpf/umfYmNzC60VPqReCkSkEvTBEghpDGADtU5dJS0S3MdHOxxaPb1f40PKLxgXFeMBZRxHCv3cVcrrV4iEZKU8Pqd/9zby2Zuo3TFMc3rtE2eDgEaktNQhrTWEkAiIYQB0CYlRNUMmbOKhuEgfe5SKOG/RKukvVNCoYosYApnKAAjxw6j2cTZGYVKEefQs+zmNaxL5NKaCervYTDHTQ5elUlVqm0YIIiSKKJZS5gN0K8kthYTgBVVWsrJriHGwyhas4wxHIlzKoBAKfEwoeOc7un7JolskPUL0OJfw26VWtK7BRk8k6aZ8SJqGQhesXYsNLpFGSRqGxrdomRxMSQ0TH0fNp/j4OJA5k7BSoVNSaQQfbBLxCoUIgIyIoAcYV3qv5ErTuZS4iYgIJZhs1zw8mdNtj5BtBxdz2uKj7+cfFw3/Oq9Mo1QFRQZlTswNvrcpWnEQTfKY9y/SYa8lIstQZsgscB7vfCJSugDeE50neotrWmi6gVCp0zhASUyZw7ROhcnvxtKKWOZ4rfCFRfswHPjfZ+GSZPL/wmjmB1oh4nrH7HRNO+8opzlSCmzbE1QkeI+wFp1rTCERQuHoEFERZSTmBpHVafSwmiUY0fkpuu2IUqLqHJnVCKEg+kE8lm40XgRC6LCxp1Q1mUwZE5eURS1SQzOKhHTufU/neyZZQghHhpmrSDHOUV5aWQcRXdpi2DncIisMUgq8c2kjiw6pBPW05KlPP0GMsLE7oahLhoA/VrMErJnuTDh4+koKoypz6klKMtRGsXe4i9ICoicOnQulDM9+7hnmJzPKaUkxLphsbIAEnWfs39hHm4z1bI3UkOWDkGzVEM9miCbd2MT2BrFIAkVf1wgEk+kW7brltddegxjZ9AqzMUZVFc5Zzk4uODo65vz8gswYTk5PCc7z9jvv8MILLwCCqiy5evUqOtds7mwjdIq89t4xu5hxeHhIVZb40Zj9nd3hjSI5Oz2jLHP0dcW1a1fZ3JyijSKEQFEWPPX0TUQyy/CJTzwHQNs2fPUf/yqf/cJLHF49oChTy1mRoYZI7tQCl2il0FJS6hItdMo2kBnWeVxInE4pQYvB4inSAY2SMC5QmyptE7OWKAQUOeraNnKSE3F47xJaXQjiAC9KlxcBMeJ8wmYLIRMgDIX1XbLxxkQsRQQat8I6h4vp+xUk/UXKaPGPCZnEiB2iyhNnNJllkzB40OIM4XRRgJKaEC7FsBYtU/y6vBT8ikT9DPj0WRnGjUToXce6X6WxlsnoQotSEkISFPbRDqY2Mbyalz93ijW/RKCnjmAqwINICa8RSa6SDyLXZkjnVUPgV4cWmjg8DkRKaQiEIb5dPP66WmgSpl0+tmqn5yKROCUChIIYh+0+6SkiAYQnhJTA60nFQ1EY8kLRKdDWYaJHUX3kre/jouFf96UkqAzyDLMxwliXRhD28tfAFNcy9YGz4dfQlleQCgvnoLPQW2LT49suhaL0DvpEqYwhpMyBukRVBWTiN72N/478nEWG+63/9e/4EloRhOLu3QVFgK0bGwQbWC86UtBfUlUXWUlRFIQoaFhRioo44IsTRikSbz6Fvn8PfX6GuLggSoXZ3UFuFQSlCFEgYz7Yp1yKpkbjQ0uWpQyCS+EVQSAG+5QSEimgDz3WBkYmT5Csy6pJpttKHObIUsZB7xAxEvau77B3fSdtWMS0KYl0y1Pa8NmfevHy2UgbWlSs5ivuvn2PclSysTelno5xvmVrf4OtITRICIEUBh8agk+5HDGCUIGnPv1E2hjDoECPgdAmq+fOxoj9rU2iFImiGRR9syaeLYh3T3EXDfqLn8CPNcFogjJ4n6ytV/UGd+/d47VXX0ZEeEqNyUMSjfeN45033mVzcxNnHfP5EqLg2aee4qv/9Ks888wz6fmUilwXw5hnGOtLgcwkeZZhO4vPUxHedx+y/LUybG9v88wzTwFQ1yV1XaTDXEmyqqDt1wgh+OxLn+XGtRu898G7/OJ/99+zth0//TN/mKtX94lBYgZLZyZyvPB4AoVOQrtMZhipEYBUilm/IAYwKiNTCiM0ffTImKGDRwoPMuJdhxCG/u5DwsUSebBFnKQYbz84NEAgBitzCCR+qUx7SO8jAo2UCT1OiPQeShGTq2RwNJ0NfJSVCyiZxgqFDmhT0PseH9NhK0PExYD1PVL0aJFjhKLSdUpvjQ0ej5RpjFfoeoio71i7NYXIEDLlskiRkOvWexw9uTEYleBhAc/R/ILGtoyzGiFg6ReM8wnBQe872tCihRycHYnNUaiCyiSuho+eTJnHHYxC58h4WVokO2QUPvE8hEGr1CloXYf1nsxoetez6hoKlaF1St9VQqKlTMmZQQz26DRy6IMlF/ng3Impg4JKwktcApSh8dGm7oPUjztFSqRo79HOiPXxnKz3FJWhHN5DH2V9XDT8QVuXXYHvZ0mRkjgzA6RiXwM6xlR4tD10lrBu6c4WrBdrxos1TOrf+0Ct+F19g3/VBczlY/8Gj+vHNes8Z60lGw+OuS40o+2M8XadbmdRsHRzMpJXvfVrlDI0cZUsYWgyCqywlHYMV24QD55ObU3nUK/8E0LwhOkmvhiB12gZCTLJEyohyXWenFIibYECwGt6ucYMxMFMZuyUu8gSiJ7w2MYZoO9R0hGFJMQUN661QuIJNuVhRCWwokMh0kYdUuhUS0Mp0hxUyHQLtqsl//gXv8aD9x/wwz/3BZ76zJNAxNklMaYgNikTxtrHHlBIVSJE6sx416FESVSCuO5guYJ2TbhY0r93nLbhIoc6Ufb8+QJ8QG3VFM8dEA92uVgfo+jASmKvqWRFL1fsHW5x5XAHKTymj7RfeQ3VB3COi+WMX/4nX+E/+PP/AT/8oy9RViV92/Hw1j3+t/+H/z1/9s/8LwcLnACdCh5BGmlEBHlR8fSNG3zr117hsz/8GY5PHvHaW995/F554dOf4ur1A559/hMEG1ksZkj5oaMl1wVaCFyMdG1DWRd88ce+yHQ64m/8jb/NZ176DFcOdwn4pA8QkjIW2ODoQp+6TCTrqlESIQVt3xBjZG4XVBTkeoQxJfSRXBXIR7cQwRGf/CRuvULnMkHUjCS+cJX1ek5dFEOmSeJ9rK3DZBrvPcgs2fsQZFITSFZNF1OxNM0qdJaIo9539MGyU09xPnK0PGHZNRQ6hX4FmVHrisZ3zOyCUuWM5AgnLC70iV+hNoix46A4YO4uuLAX+BDJVEUULrFGQqQLHcE6ZmHBNJ8k/kCAXGd4Z1n7hj72j4msPobHQmcXPKVO1sTSVPQhdSGUFDjfIZwbCuacnXKH1jWctKc0cY0SimKgP0JKpoWU55LLnFWfMM3aG7Kh6HDeU5uCQmes+jUPV4/YrTcQQiOEJkRB6zrmXUOZZQlTLTW5yoki0MWOXrRJ8Eqd0jVDREY96J5MGr+GnmW/RAlJaXKct9TTnOWvnSIOdjBPXUHFi4+8LX5cNHy8fvN1WYSMQYQx+fYU+9r7uIdnKKORvx+KhqZPAs5/1Y+7aKDMfuMiTAqCd9jv3OVERO69ozm4ts1ou8KKNSqMmIhtIo6IJxOGlgVdbBEILIn6WKkqneHWpuTLyzbnZ38C+eY3kQ9fx9Q17pMv0voFWUxtxCgCGRohE8xIiRJhPXb2ALO1SbQZyegdQXsgELykDx1KBDQGpMaFBJyRIqZxweArH8IXQAiyaFKAUQjEkDbDQmigS3fQkObh+ajkCz/7WUabP45O6ka878iymnC6pn/tbfzpRRqffc9zqRBDOJkForNIpZB5DqMCOdYUP/eHUghVut7joyOXCmLAesu5XdEubyNiojRKEUD0dNLi3Ag7tGqF9ERhMde2KemJfYftHat1w4/8+BdYx8Bq2aGEZvPGTV588dM08zW7u7vf42Uvp5qbN/bY3t5mY3OD//L/+L/j//p/+r/xi//Df8/O/h5bW5sAhNDzJ/7Uz/N3/tb/yH/2f/9/oKucf+ff/tP86I/9KAcHV3De44PDKMVqveZ//Lv/E9/4+jdASgpT8Of/wp/h5pPX8NE9jgPvok+dHyRCZKBaeu+5tb5FpnJG2YjS5NxZ3OHKeJfKjFCyQAhBkReIt19NBdBkC3wKcvtu/1QgsGbGfHWGEdklR5MuCqZAbep0Fsme6CMrn/5vJiWlhN5bFs7Sd83QkheURbJyNm6NFIJpMWa72gESHRIkucwYqxFH6xN8nh4nV4ZSJdtmoSo6WqqspCpyQvSoYPAYOjq0iNQqoblrlaXgLVKR5IWn1AVr29A5i5IShUlukayi0CVSKdYukRWt7xMLgcR9WKznTLZGyAb0ww65l3O0PkILTRgCx4xUZCJj7RuMTJ3GNHqAUo0IOLQyGGGY9wuct5Qqp9Q5m9l4cP4UQzJmGvGNVIlWBikMfejAW0Ss8MPntKBMWoshHbMNHRKLjgYdc7RO0fSVqpAKcq1R0XDrrSOynY3EhXh0gdz9iE40Pi4aPl6/2frnbthCSsgN5aiiazqKpkP+Ri6N39WVBI48OMM2HWJUorfHaRTz213zVdpLL/Ugl6vpyNYtte3Y/tQevgvs7FZktSIID5gktBpmiAKFJ9LF7nFQD6TNqIsdkgsKMUaTI2LyV/euIb/xNKrriKsL9K9/jfJzPwJC4UIztI0BbzGiIpw/RKxWUOREn9IgY0it5NBHtEjdAE0CKtnQIIVAxaFMeDxpkgmIFdrU9NTF4DMf5tmiSyONSzgUARtbXOjJRM1ke4rSqZtAZ2HW4s/O8PdnmCs75M9dJxpFGAKSHidPotB6mLUPrenGO5ZeYso5uZpDYBjpeApKiAoRNUIEciMwJOuhkANCNwac11i1JkMm4JJQ5PmY/u47yN1PQlFx5WrOf/pX/teoTFF4S1QegQOR82f//b/E3uE+P/fH//ig6YjYsObg8CrT6QZaG4QI7O7v81f/i/8cO5uxahruPjrlrbffxUeH0ZKf+ukf56Uf+kzKetjepixLfvKnfpKu75BCsVrPCC18+ae/zI/96I/hosMow/7+LkF61t0CES0oiCElhfrg6X1yCBgMlSkpdApPumjn1FlFLgsKlWFU4jbggc1dmJ8R2wbvfXKt/LM3kKVG7NT0vUd0FVVmqHT2OJmxjR4V0vvOB4EfzMFZzJDCIy4FeDJw0ZyxXWyjMHgsjb+gFiNKlVHX2yiZosCTf1nhvBva/4ZpNsEIRW4G7HMQYFLYigkJx+x9RAuNJwk8vfB44RFaMJKGhV0hBIQYErtDSazvGJk6URqDpXUdlSkYZ2O00oSYnsfGt4xMDjqleUqh8NESnztAvneCvHsMh08O8fEMRbcYxr0GI4fXJXqUFJQqJ0poupYCKPIijZKEweNxOIxQ1FmJFgrrPb1rWfctF8ypszGIwKydp2yQSlIYPcS2fShItTE5QyQSow2FLPA+EOgpjUnNspDGMr7xTJ2jrA2iStqVj7o+Lho+Xh99DQ4EvTmmbVrCsiEWGSL7PqyPv8nqH50hrEfmGWp7+hG/J5JAs7PJyuhSSJIa17i6/O2NLEblY+0HkLoPsxV507BRCvZ2S6aTCm8jRWkQWdI/izgolYUYUh1JIkjSBhNjfEwEDNHT0SKGW48Ukoik9StENkWbDKFAzk5Qt2/jNzeQZY7WFTEKIi0iRrwRxFJDXgD+Mg6LpHkUfAiZkwP8MWlcBAopw/eIvRKpLxBDBNuz7gP33n7AjedvoIrkIZfIoQWrHgvDAh7dB8L5EotKDpN2zXS6kZoLezWMS4RSQ6JmQOBJN2YNQvPBa7e58uQ+UWc4azHREdWYxjFM1iVKCKxyw0vi8ISktSApzR8XNFFAFBQiCe9k42G+Jl6cJRHh+UNE7iimGxxeO8C6Na1vkCKkGOMguXa4BcJRb2b03nOyXjDNQBvDZGOEEIq273jj9Tc4OTlHtB2nZ+c8Or/gRz73BYSU9H7NaLNiY3tCDEkb4X3LZFoCJd41xBiYP5ozmo7Y3J7gVIqKdnRpNh0DEljZFa53CSU+6A0KVVCqkoKMGCEEDxFynZPJHI1CDs9FDBE52YKLU+JqgXKWGA1uvkDuHiA2JymhQVdolfQRIcrhFe8Hplo6dDvfQQQZO7QQeGGxsaP1PfNung4vmSNlJKp06ei8pTYluRpGoTF1MYQQjy3Glc4Jjz8LAU+HiwpFRhPW2JhEuVJAqerBKZA2Ax88URmUVLjg0vYgTNJ0SEUuc8QgHvXRIUL6VFw6y1z0iaWgigSgGsLlHJa2iOSVRs0c8u459eaYPnT0vkvR61LQDSyUTBnC8NmXA/8il0MBFpMwMngIJACUIiVkJpdESsjsfY8NjlE2RoqkIfEhSUMhuUMiAcIgzIx2IJEKZEx7j2f465DEsyJAaME4iW5a1O4EpiXRzj7ytvhx0fDx+r6WEAI2R8jjM8K6JSwz1KT+/p0Mv8Fyj87RTY+oSyiyhBauCsRv9thDIUNu0J0mth30FmnM49n3D7SEgO/iQMQQiOuO/GzG1AT2pjV712pUzNKNJgi8cEk0FiIoUsEQBQGHF913HcokQalMgqmAx8YOCGilEDHDYVM8tsqhHsHVJ9C3PkDKgHRTyMq0z9UmbRhVjisNMhjkcBA/PmaFSFyGqAY3jUjaBJXY96nAid/13aX+SIwBb1vmxz3vvPw+V24eUJWJOKeEIvokwRJAdI6wbnBna4TQrBvLvOtphGf7mZt0mwVWepTwyHipQE83dyETMcJ5y523bjG9MsHUFQpJZaBnTONFwiWLgMGDaAgobGxTR0eAi5ZclPgYCVEkyyqBnDxleSyXhLtz/HKJ2t8idmdwnjI8Qj3CxpbeW5AOJST5kI/gbE8nWpbOsmoFlczRKhVMUmY4F7hz5y5vvfMuKsJquUIKyZ/88s8ixTAPDxCkou1bMpURQsKGCyHBJ6vd+clpmjeLCspA33e42GOMIVOGiGLVrbDO4nzSA2TaUOmSTOdkQtE7Sx/s45yLhDmWRD9gwvHookrPe9+m4lIqnIpQ58iqJPcWMXTqWu9wMR1U4vFBHulDw8rOCSHiYxgEmo4+dKz6NW7AUWcqozQ503JEJLLs03hCCZmyJ4aI+CgGMa6QKdY7JmNwEBGEHzoRgpVfPbZlCikoVRol+IFu6mPABYeRKU4aoNKGQmdoofA+le5SRIzUxJg0G6BS9yZ6al2CGDIiQkyaBjxrt0Zu5KggkO8dU//IE0Qb6HxHjIl70vk1uSrQShGjwoWQLhJBkg35ES6kwLIQBT19KnoHh4gN/vGlQsr0ummVQtFGWY0bIFI+JjcEgwxScumwEIOLIuB96mNY4ZLTA5BeEC8ElZQpIidXUBviefjIW+PHRcPH6/tbQkCZk1cF3WJNXLeU1kKe/bYfWgnNKHNktqV5+xa9jZgXnyZmyY/2Ly0ehIDDbWKV405nhKYjTurf9vfzPcs67Bu3uFJLnvjUAdV2kebMIaKVoJMdRImMGhdjuq0FRS/WNGJJE743r/7SSqWHDkMQNqUtUmKEoDYlhczT4RwjYbSH/Nw15LuvEz94h9is0ob/wz9JK2OKWI49MTgqMcLLy0NCoMJg8wzJuilDQPXt4E6IOCyCiEGnTA58Eh0KSd9ZHr17wmRrgjE5WmTIIIkhokWJlAa8xy8u6F67jT0+Y/KnfpqHHzzk+OgsWeFCz7p3IDzGlBRqRLQtoJAmedajT+LMKzd3yMqaIjfI6EFkZCGyURTE6PEhYINE+pwWDWGGokUrifI5KHC+JwaFljlRrOhpKUNNOFvgz2bkP/8FvHVEcYNw511493Wyp58njmqmqmLRzVn4JXPZcFhfxQAiFjgkKyzrXjHJQQ4jj7oq+IU/+cc5W84Ji5ZCF4zKClYL+tCiBiNr8JaLbpHeADHdYgUwyWpOmxlN6IjzRRKe7sak3rc9mc8pVE6uMpDgvMUGj5YaQYZUiqVdYZQi1xnjLDl0TldzOn9pXwTwFFmGCgFhMsRoDHWN7wbMckivfRjm4CooCiVwocfGJLiUMtDYnkW75Kw9f8whAB47Ay7Hb5fz/EwZDIZ137K2Da3r6XLLfr2Fx9F76GOHlEmwKKSicHkqLEUa4zkCZ/1xmu+jUGhqNaK3La3rkQqkEuQiQwuNiIpMJLZFIBK9ImCQQmBDT+t7nAtkWiVBa4gIKRllOb2zrPwJa5vGN5N8SiSyDiuyrW1ykRHfvIceftZMZcnu6fsUGa4ca2tTVyCCDgm81btk0cx06rLkyiBiGqHYmEaZSsHSt2SZYUONOfEOIzRaiRQiZntO1jNGWYUyqUOYrKWRUhfkFFifsjAaVqzDCuc80aWv43uPuxA8URtEtUVfS6Jb4uPHRcPH63d46StbWOdh3cHRBdzY+20/5nRc8OSVLfb2SrwOvPfrt5m98y7LHtzGBPPUb4E7zQ36YIeo/9XTLIXR5M8/wZ03b5HdXnAQFdO98WNcrPaAEEiRkgZVNPSywQ7t5fDdLg8YbgueXNR0rLm8MRgKFJo8m8L7b8DZKbLrhvs8QASlkVv7cONZwq//CuapTyImY7QZp1GGSFrDpKmQKGkgJHue0hrOzuDOe8gf+nGitbjYIoVMuOkhOjh6jRgCfs4fnHD9s0+jjebs4Tm337jF219/myeeS7Cip25scXC4RfmF56HOiUJwfP+Y1XzJ9U/cYN5DbgxK5qwvGu6+f4s3vvYmujS89OMvsX9jH6kFt9+8Q+sdRsLd79zmwQf32Nyf8PIvvc4f/Q9/lr613H37Lu/8+ruUGxU/8W//GEWd0/iMsxZq1dH2c4yOGC2QWKyHykyxX3kNWRSYH3melZ2x7NcYKSiuHVBsb6Nf+xbVF36SBssoqxhR45IgBB8lnevROPYLyf1mTaVrMh2J9HjXg9Bs1iWhKpAyQywdy6++Sv4nPo+NjmW/pHUfZrT2vsMPDJWma1i81VOMMvI9ST5JCnmAsZ6wdutEQRSRtuuYlhNyPUarZCvMlCZXNb5vkQg8kmXvKbIphQaj0pzb+5T0iRIQPLHv8b5HKYV1IYHGvEh0ROmYuyWFqlE6T+FcPh3gI50jc0mlS4osg6hxoaMwOZkyNLbhzvweYzNCKUWuDZUpWJFiw31wrPqGh/GMPvZD/HuGRtFZh5aGu8u3GWUTRtmIXGX0dLgYmJqaXOmhUyWBggB0vhkgUSVRQGOXRCJGGDJKvPcoZdBogkiiUk8kRDe09NOYIHpY+QYA69MNfWWXaJUuLiGGFCtvJEprQu+STTS92yhMihsXKLTKUEMB1fsOIRQ+BhbdigUrnpxexfUeKQUGA0GDdEyzEUooWttxLhd46ZCqwKBwInXnjpbH7NRbTPIJCGh8Q6YuY95Bk0ZRi2bNUxuH3F+c4KIjeMFs7sl2R4T5EtkLIMOKj87c+bho+Hj9YKsuUUWOa3pW53Pqg82BB/yDjyn6dUdvFV4m6uATn7kKBB7eXnLSShbW/ebFwBD+Ii7tcYB95y60HbIuUE9+f4z171lCQJVjPvUk9+8dIY/W1JMRPutQ0mBEMczQU1uVGJBCoYRJ5krFYwb95fIhgIKcMRKJFprMBvS7ryLaHjb2ideeI4xqlJRpdhvAC4+TAQvUL30Rce8W+vg+KgbQCn9wlXx6hYBIljcsykREgsSlqQWATCK+nDKNInzEqAxPQghLqfCu5cHdU774v/gSy4sz3vr1dzi/d8YXv/QCD0/Puf3GHfaubuO3t5i7lKI3LnJmpyuic2wdbJKJlszkXJyc8/6rt7j35kO+9Ke+xIN3HvDea+9hreXg5gF3P3jI/uEUgeDk7invvfwBT7/0DF/+i38Ebzs+eOUD2lXHT/yZH+HX/t63Obl7ws71bbJKUmYrvFvRR4frBUYGcg2jrEI+ukgjkTpHjjMyGvrYoWNFF3pcFth48nni8QPUzkHCEMeAlrC2zcA2NBiRDvKdHI5nUJWBKheURkJ0BO/pXI8QLcql8YH71geUzx3SK8/arnHeYtQANAodPgYKU9D5BdW2QZbgo6NxHhcCSgaEUMmZoEsylbEhJohv3IPZGiElwUeyJw9Q13exOsOFyMQEvLAYoYg+0IceHyA3I9TaEZuOuFoR7p7ijy/QBztQlwQR8cKDcoxUmT5GwQ/BV8nBJ1BUWUFBlsZTQmBjnsBSCDIV2Cl3QESMzIZxjCR4xc3JTVzscYMlMSdHCJ14BjFiXcuFm9G4DinXSKGIQaAxbOc76cCKKtl8taIQoFeRUTVCKEk4WxPuPWQ0KnHRE5slcnlCeHKC2a3TXD+q5JyIHZ3tk/vAO0L0TMsJWcywwSZNiDJAREtF5/rEFBESKxV9nxDQIX6oMwCY5huP/xwGTor3KBkHLHbNqKhZuQYbAwaNxxOixQQNMhVnWikOxjtorVL6aACFYq/aYGELWttQmYJSFxhdEYl4AkYYYoz0sSPPBXcXx6lIvRDIRcrGUaMx4eSC4ByI+HGn4eP1u7CURI1KQtdjVy3M1rA1+W7n1ve9YmaYX3SUuWD/5pSskkQFm3sl/aOe2YMT5MYYRtVvrKHQamArfPh3GQnEhDHptu9DKi6+3+JmUEfLMsdPxjij8L0nz9JmJ7h8zEFQJWwqIhAooTHCQJR0oeEyureUFVWvYLVC9g7pXBodbOwBilhPcYXBZoKcLIGgYsCKHieS/z0WI/zGNnLkEhmOiFouEOdz1OYeoh7hRSSQnpqAI4hAUArRLECllm36+2T/EyHNiwWC4CNt01PUI959+RXcsuXKlS12nz5gHl1KAzQaLwNBtJQ6R0aH63ukgGpUgExR0ce3T2mXHVdu7rG5P8F3gQcfPGR1scJbz/n9M577zJO0qxXteo3JM6594ipb+9u8/CvfZn6+RAjB2dGMbtWRlTlKC4RwCGHxSiAjA9yGYVadYT+4h7yyhdgd4YRj2TZkUqNVwmcHBPPKkAeFFBEhEswqXs61radXoGTACE2pFJ1uWDlB6zWlNGxUYtB6gI09TgbyF54gns2I7x1htiTVtCLIlKwqUCjhsV3H/GJFWeVg4lB3Rlz0+OBpYkOIAUMa40yKDdSrx3hjEIc7qDpLt9RVi/3giAioPENf28NUFUSP9T1BCLTSyHvvpVZ8UYLJ4PQu/t1zss8/C6sTxKJLh8j1G4/f9ilOPQzQMEcYPjoJZ8T30EiJEYUiUwVCpMhuERP0SUmVIEjSJFTyJdWR9JoFEhVSCc20mJCrPOU/aIMWOVIZWDfE+Zq4aIltT+j9AEZMTgd8ujSIizVaAFojt7ZxRzPi7CHiYBtdZ9R6RGYK1m5Nb5sEE4tJxFyYDB2SkDJEj5aGUuWIuE6o6QjOeVrfJzFqSD4GJWViYERNLhVhEKt2sRt0H3oY4Uham/gKtckTHVNAFywuRCSpcAvRP/4cgnh8sOcqS/vDoBsx0lGonEFcNFhkEz02AaEipRnR47HeI8eeMCmJ3iMDINT3FD2/1fq4aPh4/cBL1QWh63GrFne+QE0H7PEP2G2IZcFqvWJ50bOPQAwVcD6RTFqYnLT4VuOzlCMflCIOQCrgX4jEBtCTKpHsyjxdsONH/3D8y5aoCvpomZ0uqLqKertIYsK+BWshL4gZCJ+mr1JkaGFwMgkeBZo8GkatoJivoV0jfEwtYyHg8BCyckDjtvjQ4UJSRTssXnQEmdCz3gfcZJoil6UE75FH9xDNOUImIaAcT4jeDyWFJ2SaOB7D6UPi3jUut+5IwHuZiHZC4l3A9Q6dabTJuP/eEZvjkuvPXiXbGhGFZLq7QVZlpMArS5WVdKsWKcFkBmNS/oAQkrP75wQP11+8js4URZ0nvYZPoq3l6Zzp9iazRydAYOvKJgdP7iOk5P57D4kRRtOaxfmS7YMtJltjVCaSCh5AKjKZ9CKXc+IQgaM58Yk9wjSjs2vm/Zo6L4CQNvYQsDoiTEkuQqISDFHPQpBYCtGhtUKrtIUr0+CDxnpBdAptImWWoaRCBk+vI+LmDkIG/FsP0GpEtbNJ73pa26ORSK8QjaSddUy2K4RMOgnxOLfAPXYRiCAQXaRYOuLxgvD0FeLehFgXKFUS3r2Pv5gjrUN1PfEoQ+9vEEqJkAblOsxyBg8fEkc1YvcQqQ08vEu4WIDv4fyMuJin94kYESdjGFcIlfIXlNQk2eiliHVwHYiUl3D5HgKBlgY5FECXTpZUnAYQCR/NYBtNmSYBokBJTS0NQo3QXmKCxDQhfUaQ0FjCck1YtcSux/cdqizwLkWrU2jsVolYJiurHheo7U34YEV4NEsBdV2JBjIhkC7SRdAmw+VFcnuopK8SCNyQzWKkQUmNlkmFFJwnRpeKS9JzIWNCSovh/Q4hZX4ojQtqyAbRyfLse4psQq6SgNGGhOrW4hJxnfDfUQS0SK6YNC5LHQgpZOoKxoANnlKnwkNFmYqLmF4T5z0CjZEGjMSbyLrraL1HOofyEaJ8nDbwUdbHRcPH6wdfdYHsLep0zvpszvhwOx3c6gdsN1QFBJeyG1xINjzvicox2dN8arTDyYMl/WrOfNHRlCV2b+s3LVLs3tb3/sEPqnW4LDZChGXDxXzOqlmTacUX/+gLyX1wfow8P4VrT5Jlm6Q7VMmljzriMdJQiS2KlSe7fwtxcU68cp24vUusxjidpRl53ydFtohImUJoMmnwsU12syhxuEGdbfG+R/jkJMmvPIE6fArxzmvIB7fJNj6XCg0/iN3qKVQjxK/9E8LOPlF+yFxAQFCJLNgs1ixmS3au7QCR5fmSvYMdtp44wAXPvbfvs3Flk6qukigvGJTKuDh5RFZl1OM6PW1RIoWhWbSYXDPZnqCE5vz4jGpcUo4LgvM0i4aqrrn75gdkZc5kbysVSqHn/PiCnYNtdq/tMN6tOLhxNbED7ILgAzoYUB1aVt9lyxME0SKItHZN0yTMcB968qiSoHCg/I3zUbKmMtxciQSZCJnnskFEgQw5QQVs7Oh9zzhXGBXpg+f+qmNP5IyMRIsMpVI+iLl5HfvBKRkZQhScuwtCSEWJWGn0Kmc8lZgdEEKTy2LIRgisgkVJTalLaldSn0vCt9/APHONbruk0ZFu1WKEo7q2S/7kDjoEOF/S/eobxOtXUM/fICtyxGpB+NY/w+pr6KefQ+QZQmvUM7vwzUf4W6eEPhC6jNhZxDvfQHzhReRTBWJUImICehihh3dKKqRCcARjEUEPrsX0njXCpLyD4Ik+Du311PLXwQwZDIJ1aHDOI0S60dfUKSNDKHTrEPOWcDaju30feo+c1OgrW6gndonbG0CLERk2ely0eNdx0Z0T96cYBLlUFMYSXzhAvXOKu39MbHpEBL1s0UJgNmom13eR13bwOjLvLwCQQRC9YGGXhBCxwRJFHJgmgkIJfDSPOwo+pPFUbXIcli702OgZZxW51hDkkFUhGZUFmSzobMvSrlm7Fojs1zsYnaSzPgpaLIXIWbqOzvX4GNBRp59V+qHETDWuI10MWt88dn6smh6jUmJmVpQUdcXxrQXF/JSN3pFbj2gd/qNPJz4uGj5ev70ly5x8fxN7+wgWbdI1qB8wyGpUYPuOs5MZy394ynRzzKNHC7Z2xmwcFFRXAlc+OaIUJW9884imHfI1vrvb8Du1YkSsO/KHJ9j1mt4GmiiYKjEImAIcXIfpNvKd15GLC+ITn0LsHxCLkrZfsq2fxNMRF+fIk/vE+7dZmApGV1nJgrOF5dF6iYsfOlFK4Rlph849B2OBFZ7ETbR4krXM4dDkGHIkBk9PLzL09g7y/Bz1nW/BC19gaU/IhEkQKWFgPCW//Tbx+lPYKsf6gAqAyFCyppkvWZy27F3fxy07Yox0znF2Nuf06IS3v/E2f+Qv/RTFSOODo4+OHMHJ3RkiSrTWLE4TYc/sFlTjkq5pOL59n71nDvj2L32bz/zEJ9m8MmExX7B9dRsEPLx9SlYatvc3gKQOH01r6mnFZHvM7vVdzh/NmGyP0JLU6paCQo5Z0SGkQYf0kmRiinUOhCbPS/LvcvkE71E6YYpzXZChsd4iHz7EuIh+7lNo17KRT1j1DWvXsHJrNostxlmFBoLvEbFnv9AcrS5wZcYoS+1pGQRSScTFKXJkqLMNbsiSNqzp14Gj9pi1bxhf/zCpVeiAMRotxljvMUqxoTcojtfIN+6S/ekfZRkETW+R0bORk+yfYZnI4BHkZk7xp7+E+ydvYP/+y3BxDqFD7O4hipz2698h+iH3JARYzglqF/nSIWZvE6My7K0HxFdfoXvrFj4mWJYKH36uo5GwWaM/+QzqyhSy5LZ5LNeNFuk17sEp9myGcz2jZY8qc9yDE9xslWijk5LscJtwRYGz8GiBf3AGw7scrYgbFeFnX6SLLVplNDHBt8a0SDyWBTYkMroS8nEWhxw0PeftKWfdBaODivxwi0zmKGloEGyPNlFHc9y797HffA9ZZIynJWyM8HkO9RTzxJMoodBo5Londuf4jVEyOuoU/JecJxCEYx3j4EwCIzI65x5/Vi9/ZUqjSDHiZUzo6rPunK4a0bcapSRSp1Lex0imFcve0jpLITN6espCU5KjZUYXLS46NJpl17Ls10QiO+NNhDV0scHUivFmzeHhDu+/fcr5zWuMjk+pTmdkL137yFuhiPG37tfO53Om0yn/9a++TDUaf+QH/3j9G7C8J6xblq/fIitzzM0D1OSjJ6b9i48X8BcLuvfuUY0qxPYUez6Htk3p3FIwKQxHs55+MiG/eeW3B3D6qCsEWHf4d+4wLg1CJpdB7nu++OXPImSkb3r6pgNnGU9HqEd3EKs5uJ6oNNJHAjHxEcYbuO1rvPf6XSyexfY+66KkdWk+miuJlp5KO2oT8L1KOk9Aao9UAYhsZIFRlqOkGGaaglyWWJ/m8mq5QN2/jzAZ6xtPDdQ6gVEGFSC89k+Jm4eEzW3CeIQSGt/36MWSu7dPODpe8tT1ffY/8wxvv/wWd966y3rRsHt9j/Zsxmf+yA9RjBNXovOWabnBq7/ybR6+/4h22aOHNNWf/0t/jNVyyZ2373LrtQ9wneXpzz7NzReexHvL6dEJFw8WfO5nPs8/+3v/jI3dCdeePcSUSUx6dOeE9195n5N7J5jccOO5Gzz1QzeR2hJ8n7oDIokHo0wbresc2Z2WbL2mf3ILV6cjJnqBVPqx9iGNSCAKxzibou/eRhzfB6mIV5+j3cq4cCt651K8tC5Z+TbhnwcR30W3YFpOuegCWmg2lGZkW8Q7rxNHV7CnHX7eYW7sIT/5BLffPSIESz5SVDsVDxd32Cgmg2VREofsklpvYN44IesF+mCX2bZEKZlySILDeUemCmQArSV9sLQ+2Wlzl5GZglwmRkEk0IRlopIGgV4HzFGDu3tE/pM/hM0TjjgQKGOGjBYpFG5ojSuhUDJlqWA9cb6mf+8WYdWD/W7OB8RKEZcdcnOCHCdeitAGG3rkzog4KhLN8dwjLmb42ZwgJWyPETd20QFQAh8Cve85jzPa0JLJLBV4KkOEmPgU0tD7jm4QlhoyFm5B6xqIkOkMG3tqPaJUZXJCCHAeSpOl7z2A8gK1jsT1gqYPiKZDLteERbJLi8v/ZDThYJNHT1Yo2aJkCo7q3GAxzRTLtknUSvnhvTw3hlxm5DInNwUxWNauo3EtrUuk1b3RJlqURJnyNApKOt/zaHmOj8lKaX2PkZqNaUklazJyZDS4GGn8cvhOk527VjVO9PSho3ENLnq2ii1kZ3h4d058eEbZd6jtjCd/8ieZzWZMJpPfdCv8uNPw8frtLZmitsvpiG65Rq+ahJUufkBug5KIcYW5eUjQGlnlqZPgHBbw3hMWa+LuGDWufncKBkhfJzeI6/v0EuKiIZzPUUpwenSGj4FlD0snCEYxXa+4Um2SV5MhYDQjDpCXznrmK8fR2yfMnaY6P2W0tU1ZCnrfY7IlEz0mYpHSY6RA5xUQsPQgPYiAi46lrehCJFeeTAX0YK8TGAKRUOWEg33MnTtkF2eEySZkBUFKpDKIg6eJ944JD+d4UxF8SDPsJ/bZvrLDaDJhemUXFzp2bmyTj3Nc56gnNfhD6klFlA5cirgWMXD9uRtsXdnF9u6xwCwKTzkqOHzqCvW0JNrA5uEmWZnU8TsHO2xsbSKE4KlP3yQrDCbXhNAT8WzuTZCffYrDJ68ghGC8NU6kwZAsIZfUy0SaTMgsKSLagTBpJp9gWmlzBeh90kIk0JChCxYfe+TWNqqeIEKAW2+TbX2OTHq8WCNEYhlEHFpqpFDJXaEULlhGKkNZh1zMELNTxBPPEbIauekSjXLRYr/+Ju5kRSECo0qjT0fsPL1LmZUoaZBBQOfIj5dp5LV2sDGh26ixoSc3Fo3EDeAjGzpKaWBwBWQy0rGmMxaZaYJMuogs6pSgKE1ibHQN/vwh2Q99Al9GEAERA0SPV5aOMLAgJCIkZFhUCeUtTUToHCWvopxHkQTBcRDrBRnoupaQK0Q2CE4FIDV9JuhkQ+8tm5sVvjDIrU2E0lDktKpNN3KTLMDSawpbomIq0IwyKBI0LUQHwWDIkEITZXIYuODIsyKBpCT0oqNmkrIiYsAGmxgoAaQZBIMRoonYIse7gLeR0HlkZ8hMjpLJNhPXHShJjD2dS9HZkcENBUiX/kCQCtJktxyIjgSccOQ4Gt+hydDCI0QPCCoxJQDzvqH1DZVKIWB1VuKFw0aHtsk+G4OAYbToYypWlVDfo0+IJLlITkFU0Mc2JV5Kz2hP04sx/bGg+eD4I2+FHxcNH6/f3hICoRVmc0yzWBEWDSHPkD9o0QDIzCB3Nx7/XufD+CFGcJ5eKOS0Qv4rAEp95CUEGI3cng7COBLwyUju3T3H42l0SZtXeCFZLRuCN+zsTRlvlCAFQsB61rNoW06bFQ8WK8pJjXnUMzWgaoH1EZMFRiqQZHBJHJeRDidHJJKES10MND7NUxsXsSFQSEsIDkNJBIQSMB2jZ5uo+QXCWmKeg9B4m8EaYusQLiJDTzw7RuQ5HE6ptKEsDXpasezOMKVmd7T1OKExDrK4BI2KKFJmxWR7xHhnlFDHfigaoiXEQL2RMd7aHyA7Hh96hBIUI4OYZATfsrk/IsRAiOlnSWdNzvbBBA4m6eci4kNPGEKJQKJEBh6iFEg57NqrDrFVpOJWCGK8JBmI9Fx+l34hHRwBWxaEeoxBId74Fsp6cm2IOidiH2OLEwr88nkQ9K5nbEqypkEsLrAqx072CYCqAmqSw4MLwtE5MfSYzJBLhVj2jM4CUjZIYZEBRO9RK4UNqT3vN0c4k266MXps8Ljo8HEIIxOSEFOXwoiMIC29tQSfkiKFECjy9Fxd0ki9ICwb5NVtvFuCiEm8GJJmoXM9QQa0NCgkLgSkhBgDQQhkoVBXNpBKIEWRDigS0Ci4FtuvSGEXgSgCznmMEdhg6W1P7y22MDijCCiU0GihCL4nDJkTQkaEDGRGIxni3ofXHwGe8PjAlEI/FhGWqkRIhRCRiEVLRRFyIgKiR8aYXAvDRzsmagPCCILU8P9n70+bbEuuM03sWT7svc8U451zzsREJEiAUxWbU1W1pm7rNg0myWQm0wf9C/0PmUmf9alNLTO1tVlL1uquYrdULJJVxRkjASKBRI53jBvDGfbg7ksflp+4CZJgZZIQWaoKTxiAvBE34px9ztm+fK33fd5SKNrY51w8o48kF2mC4J9sKNuBRXOL9ZAZk+VMuBpVvUdSu3qgub5mpZDEsmeyJoaUWPiOxrVkn2uodUPWiZSKFSRqeSl7w1dwnkZMCyFUpgaOghIwEaSn4uGpVNecwflaQUDOiUJivupoWLKd4OwHH3zqW+FN0XCz/vbLCXq8xH3oSest0jW4o+VPBS39Y6tu3Nw5+un+3M+6vMefHMLJIYMqP/r6OzgK/rTDHURoI5sy4wfvfowWJUaH+J5QWj545ynP1gObEMkP7nAwh9ljx8EMuk7IJSJyChiGWgzPhCcyuIlWLaipiOLEE+cDjshm8OySUvIOKYXG9TS0RBo8gr75efjO13Hvfx9JE/gZw+aQfH5BeO0O4c07xMM55dtn4BXWj5iuCjkFeHDKRX/O0i9AA+qEVAxR6zHXhnOOxgfW01XFNttrXw9f5FyYymg3vmA8jWH/xWJ3Mx8cDdY6nkqxWe5ebT5t2fNnSgEnuZZUAhlkyoQwR4aB3JgglMHRP3pG+9bbSCiUkslqRY7zgRgCms1W2dNbC18dQ+5BehZuQXN0B708Z3Z0SGwWTNkSJYVYLXBKEKM0BjEElx8G/DCwffsXefL0Et95upiY+Uz3uon4+O57+NMj4uEKfXRO/s775HqdUKAJhJfvws/cY1QxToLu8LKhn2BI1ooXgRA92yw4sgGfvCdoRAWkmE1SRVFvmSRTmXCSCGpdJSXjxZMddm3U2BBaChMDIooPVnB4t5femQ1QNBkqPfXgHOqg5ELKO/rx0kiN9f0yTRWWHKCJjiCdAZRL4XJcA45ls2TlD2tnwroeSrJuFiNjKYgGnIaKTA4kSWbtRAxgVBKNawygVlNmY1lgm6vxU2Y+oppx3t4TRlpQGnE4H+o1iqh3JEY20yVTTpzMDljOZ5T3H3Pna1/ASeE5icSEAlPJtSjz10Xlqp2z3Q1kTWgxt0WfPFNOjN46Vks5gLYw6EgplprZBiOwtr7h2e4MRJiFlnnXEfbYbTWwlImthfW45aQ7pnUzUIev9std2TLk3nIugkOcRay3By0xCc8+Q0rwTdFws/72SwSJgeXJAdvnl+RdT9zsYPW30Db8/8kSEdqvfu4vf2HeoW++zA8fnfHwvcfcPmx4/HTH8OAu5e4taCKuFKYPnzJMhVKcJWEyMFeL0XVgKY4lMvjeAqSopzmUQKiBRiNdA957LrbHzGZP6bUnyUTj7Gaf0wWzL/4c8uQRevYYdhu6r32J8v1vkF+5S14ekQX46q8D4H70bfz6DMktKWW6ZkVwGY+aCpzqzwde9B0SHa39e7HJqkcqfS9bnDKZzdTzfLvm7vIEJ2Ke9FzIUySHZM+ZvQlHjY/hXuCKvd0j8a41fsHDc8Y/fodtLjjvzKmSbWwR7pzCUYeTnlCyJX6HeM23Eq94hEZbHm0eM4tzw/H6BpUMP/sruH/53yJvfQF3575pATw0MrLNG/rck3LhuD2hlY7u+TPcsKMcHBDY8dIt5WI4Z5eEMTe0Trm6WpM2mWk1MfhMfnBAuvvVH3v7FIXtOLDIa9bjJVOZ6tU0vsFm2hglEqC3IuJodsBBt2TuOiOI+lJfLyOQTpjKvvMdbp3hakRqt65cF4DeNlYHi7Yl5YxDEU3MwoyRgkvKVBK5ZBaxQ0p1TIkiqng34V3hdH7AdupJpTBzHRNXlOLx2eNFkCB49ez8Bbu8RYvgnND5Gd5Bz2C25dJQfKTVGSKZsUwGxfINqLd8DWvSX1+/sYyIeII0BJlfMyECjlFH1mmNF+EgLJgYEZQopnKZyPjoKvzbwF2zMGcZPPHxmun9c8rVlu3/5b/i+B/9EvMH99i2ie14znYcmPsZzts1GlIijTDmTHQOqdqH3bSlT8Z5WDVLZnGG00gumda37PIWT+BWe4cx9zyYv8yYR9QlvFe8dHh1JgIWxePo0w5PYJoyzltKamKgCS192tGEwMrPLEgrV6y09uxiYbx/+1Pf826Khpv101v3jmHbUzY96fE54d+DouGvXTGgD26zyyd8ME7k2611X66jsWHrA2+8fMBid4Z/nnGHS4a8oXOr+n2OfeRuT08k4jEYy4jNKndsKBRUMl1MkDvUD2bBKhPRFzqFMV/hT1a45Qx/eQVf/z0DYhW9bl3ub7zl5S8gy2P8kw/h93+LxT/8TbL2jDKBTEiBoX5vKs5IlVlZBA9i/nTFWstO6s9U65m0EmiDbVJKodWGuBvJP/oW+StfBclVpCgkkrlT4AWzSwE80beM//rPoR/pfvPLjCGY1RGHOGcUTS1k2ZFLQfA0WGjQJAlKxWwT8ASO2xNG3aFSyJq5Sj0pObrlErnq0XCOrDq8OJITZm7BvDnAaaTbrJHH71DuPmB3dEBfRnQ6Y+UPyNlSGScKH20VdbapXY47Ut/gtOFgOeBLQ0r2vcFD2wR8mJPKREnGbQg+sB1H+zO16+rETqWpJKZpokhHGzqLN3d7V4N8wtTkKVcbZBwID26R84YhjeBGOwBgMDEn+bq7gyo5DzUOuoaUuczkYBYCpWSkgKiSZB+z7Ag0pDzwfLzEAfOmYcwTWaHzJqCNObCMC/o0sRu3PNPHHMQlszgnuBYngUknJiacehoXrXiSTGhafLGo9VJLQefCdey0PfQXGNRN3rDNG3Z5d130dr7DOWWSiWGaWPgDiks1Xl0J2hG9x3uhjOfIvGP2P/0nhEXL1X/9O/ghM3tlxTQLdJjd1DtjVQQSwTvmMTKkTJSW1nWs0xWlrOmC/XtDR8CzZUfAcxgOqyg14b1lbTTBQ83TwMFmN1YwVCKRaXzH/fjAHEDiCEQmhafDYw7iEY2ryaKSSN4YGUUySQfS9sezcf66dVM03Kyf3moi7XJOyoVxsyNsepi3f3dixX/blgh4swNm5/4SiVJF2K6WvPfhM95gw2oW0cMVOIsexlm8rdMXH1NriGudq1tbVfDXQVNNBFILJZBJNutGGDUivpgfPji65SF6dAolgTfx1H5aMJHAR5o00Y49MlsgV8/JM2F0E0kzZE/wLVNK1g6XQPSBYugfYw1onfY7szKWMtocFsdxu6jJmg4VR5p18MpbdfRigKV9KqhSrCVeQUI4D9kjg6GxSwyURQuf3LCkkGpYkVdHEOMXSj2TljLVzdRgVlEii9bTlYj30WbCZaRtG2R5aH83J7yfgY5E5rC7xJ0/xT8/x8cGXnqV3EYTvOr+1DohziEl4WQgNHD1/o5xEmbi6YJjFqyQykB0nqzKmHt8KbR0tK4ju8JQepZhwXY8M4iUWry6ExsRdaGh80YYRAuta+hLT/TBNgwp4IQgEd0M0E/Ia6eMOpJISIEKIaCRUNUz7hNv2QzFXsHoQxUSKqVMWLKivVal7ItEcN7RSsTpnD35UWpYV58Ks7Yj5cyqXeJkx0V/hXeO4FpDMUtfg92MiGofK3tA+zA2e0dZYWTvD0WKXhfXiUTJCec8retweBqx5NP9NVSUXATnAlkLQxpxTuxaSmZMVSeBM8xz59jqjvC1N8kfneE+eM7h23cZwkBKA0XtcxCCZzPuAKNjTjrR54Gr4Yp5M2PuF3ShxYvSTz2tb8kksisViOWrOsGjTGR1kMXw3M7hqlbKayB6b8/NW3dvwoK8DuIh0cUKnFIg4AVSAZwQI8xPPv0B76ZouFk/nVUxy341Iw8j+XJDPrvCzdp/b2uG6yViJ/q/4s9T0zDQUKYN7IVPdR4NRoRTDA27vzFa0VAopPpjxFIJCTSupVAFYWI30+gijsBEQks22aB3xFv3cQ/fA6iFhdkW7eYOkjOUgty+izz6GP/KA3BC0pGsEIg4cXV2XPASAVdRzEa2U81VrJVxoteUxehCFZ8ZpjgHhxwdkXUyuqBwvUmoFNAA+00DmxnnHz1FZi1+2VCcGggME2WmnBjySBMiXqpzBcECnqtwU6I5A/A4CUQHQTzOBStZnMP7CP0OZgsIDVoEHXfEPsP2EhkS0i4obSQvZmgpOC0EcQY2kkwR03MUTTTeMV1sWB0tWC46Ou9onOJqm1mdoMWInOYXaux1VzEkcZ6YymS2SRGCeLo4A7Hf6UiU0jOJeTyGPFUBnavXDqO29gmmjDtcAOeW2EhtWWM48W22giOKr1YAe6cY0dGsl5a4mUh5qgVhvcriquZCEQeaS6VECt6bKM8BFjpFFb4aoXPKE5NPBGd8iCJGaAzqa8lniPBtWtO6luja+h6vm2J1cOw/K6qlbpiWlGuflEh0DaWk+j2V36b2ule9KIZbKKSisJ1gstFgcYUxbYn3lsjVGne5gx9e0C0828Ngnyixrb7ohqJaH50Br4pmGh9pXGvALCn1vVgLQRW7zoTrrptKTfvFtAzm3rFOEthrLPtIcbVPpaOp2OkX3ZZCwRMpOiKqxBBYfoai4W9I4blZN+snrNWsEuRgfHoO43Q9i79Zf/WarRY2Es6W0eC0wVf7lIiizvQNgbC/rWCj6oKvxUSUlplbspBD5qFhLsKhNhzpjHkOzPOEH0fcCDrBQKIc30W2a2QYDFkNZBJNhm7siSVDO0NP7+GfP6ftC01yeHXgbIbceBN8ZZQJyw1wzuOqONI7Zx54bL4cvcUE5+vcgUIR21zFC7k/r/0F96JoqP9tN/e9Mt0xfPc9G7W8fErKI0i51lekkhmSJRDC3mlgp7dS8xF8Vex75xHv7VTnIyIBh7dNBYHNFYQI3ZySJnSzxp89Jqw3uNkB+vkvM738Gru0I6uJChu8bewoWSeG1LMbesqUSUPi1r0VR4dzC5QqhZynauc0BHH0LbhaHFba4FgmnvcXjMmIlIYIdsxCh3POrJK5Z0ob+jyyzdsaJZ6ZSi0wEbsGU0FLQWYBL2LhTK41i6XAlAc2Q8+Uk21An8D5qFP0OvjJkhU345b1sGU39TbHz1BKvs7R2OYBVUHE0YSGLnZ0oSOrFZb7yGwRWI87NtMa74RY80FydbyAFRhD7nm0fcjj4SGX00XVMJg4E7Xi0J5vvZ6uIYgJIZPkWtDUEqdO56RqcXx97UUdKSs51aLp8SUyZZhFsksUnRh1gDsH+MWM8mcf4v78GX7yNMxpmdNoV90ZahkgavbcLsxqQeBrseBofUMR0yo10hBlj522bdqJPa7oY33sWBdGAsHZ+1nkxeskOFwJCKUWcuZiKTqZZbVmzSCF+cGnB+TddBpu1k93hUBczvAnB6yfPKd59yHu1Tsw+/d4TPFXrU/chAcwtLAq4oVQAshoJ2wAPMpIR2tZBwqeaMhDPHNpqedDNlwS6Ji/+x5uvUamdC0FWLUdHN6lHB9TjhbmFthtcB/9gJlOdHdfpqRIePwj+PhH6OEJ5bXPM7aR+c/9CuWb/5putaS5/4B8fEI/XDHlyTYaZ+1TLzMQy7wQwEmgMBHExHgiHhC245aDpq2nLztVRdcSv/5nyM//CqnryHnCkc2LX61qjoB3HX4H7EY0KLlVdtOGBTOo1tQmRJoQr09FjbRQNwihARJT6VF1eNcSpMP6KxP70zRBTffwC79OLsk6MMVDmCGvPwAfGXVgMz3DZ2FkJHgbBxW1uONdGvF5pM0eycGAYMuOi4tzQjzh4GAJWuxUn+y0H5wQXEDVukZT6cmaCc4x5gHnbLP2YifKbdoA0DUtkTklwzaNLNqWNrRWiIoQq7YhWhuLMU/0uzMyI3Pvq3A10OJ4Mpxx0h2hzk7WWfedJPClAP1+EEWkJcjI8+GM7bTG+0BwjpeW90AcQSK3uuMXgtlsAhpxQoNjV+x1aUKkjQ27cUsbgnWs1MZHwzSi3myzQxq4Gq/YTjvGPDLGgegCM28QKUUZ8kCUYHkRBEYdiXiCOutaCRb05T3XZ2cBghWy3ofK/MBSIxvP9J1/Rfj8S4Qv3mcadxQ807BDFjO6L73E7POv0v/Tf83B0wnuLqCNjHlkymN9XDALHat2wdWwq+LUhKjipOBcQyg/fo5XrKKZmAiiOFGL5ta6yYtSXCaRaHMH7FHVAa/WzQuYM2IsE6NOpj9qJkQcm7QlM3F9q/kU66ZouFk//VWTDxfjxPZyw/yDJ/hbR3ByQxO9XinDboQucrxsabYO27QakBFwJDVyn1Nh63csZMXgNiQdUQqOwOWm5878hOBa7PZnYJ/dG69bSI3ApANBD2jXl8gPv4v76M+R2cISP+cLQ38//AD3/g9wd16G974P3qOzBXm2QHXkuVdmP/8PCM+eEH/0LvFP/pDu9S9SXnoVQsPeK+ERit8HF9UWsQ4WC16Mu++dEESYNOHE1+5JYco9oWntBlb5A7YC4qyzUqaCu9iw/u/+mMV/+IvkowZKYS5L9iLO/eYEdkK1Lbb+LNlvEQFJah2IMtBohEoKFMr1qRYgF722D6tmxkXHoBdognEa2A47yxOYL0ne9BhFjWTofEBiR//4kucfXPF4N7JaHJBOhc3uilma8cqBRbafT8+I0hB9QIpWPHmiaxpi48k6px+3bKeeqZ7inThab5vCQVyRS6EvI4tgUdX7gC0ojFpo3YLNP/0j4kv3iV98QHY7rBdjepOUC33KtL4j+EBiYg/AKmRcLcqmktnliXVac9KdsurmOJ9hm3i0fgrAopnb85FA18woKElHrsYtBeWgmwOZ427FMStSUYacWMa5nfirDiVXEJMhnTzqlcG/QG93fkGQFyflRKH13bUmxuyIiWfTBau4qjyFRJ+3tG4/Pt0rgR2JjK9hc+KMgrn9L3+beP8W7mCGpEIjM4IoT/KlORPcmkU4YPEf/Qf0/+2fQOdx947wJXB/9iqP+4cs4wyPpx9HutBSMgZq8w6co6RMcsmMoSqIBlSEpMUKn2y5My0zwOGrILTkSg6RFwWHKXpGMtBho4dGGnNZyIBqMf1ESSQV3GeoBG6Khpv10197ENL9E5opMWx2+FyI44S7d/Jv/vv/jq+w3hG2O5pp4rRdcHr3iPajhzg1WaOqpzAxyhaQa9ZCUXNLePHVkumIPtOXgVk90WUyjTd6XFZrSVvbvUE+fBd3cofyyufJTWtKbJVrsZvThDw/hwdvIf0lufGMsiPpgEjDrgz4VUeYvUF85XP4y3P8d79h7V2RFzdpNeCS5ALO0fzMV0mywEmBGvkbvHUBRHzVPlRe/737+IfvI8e3cMfH5LKzTb6YtU4vN4zf/IDZP/lF0oGnuAxl34w23YjNtk1r4bHnbipPB+KYSqHZbqANhGDqfFesVBjz1rYmCfb38Lj4ItFRfcJjHvucDJzjxdHGhnGaaMTCpvo0ctFfcmd2i2aaszzIuLcUnwu7Dz3tZaA9bfDR8fH6Uc0kCLgQKOpIeaQJwpbBOB2uCgpZEn3LNtnowauJ+rrgiRKJ3lT7BUtOFHHGSCg2ZmjDMTKBNg6dGT2z9Q1Jrf3vnSP6QqCp7e9aPu0hVrVLYVClqrUpmUJGyosR1JQnLvs1y7jEB0+fS2V32Djl+nXS/eO00ULrHVEbLvOG9ZQJ0hJkRus7MhZKlTSBwCzMOGyOOGgPceLZJXuvFJTog41RUMsgcQ2TPudR/5DOzzhsj6wIkb3WyJ5XIlX4ERQHbBLd+5fEu6foWyfsZgLTlnlYsss7khb6ZK4i7yMLv4Iy1neg9dEa33DQHBBdgxfBCTS+I9cQOtVioWvirPAXVwukYAm9uOoEKbXgNXGnFxvhDWWkz1vmnX2mx2IiYu8CnsKYemItjpwIHa3ZiVXo88A2XeHTX6G5+kn3r0/9nTfrZn2GJU7QxYxw9xieXlCGifHsAidKXC6QWfNXRln/u77S0wvidssqCnfurjhYdSyWEX98DGOPf/wh3HqJSXv20biZVNXjVNDT/oaUmUe7GcjVBX6o4V3Hh1B9AkUx//vj9yCNlMWScnRMQZgYcM6h2RThQsZNCRc65IMNZGtN21HM5tpTdKQmkDUSi5229uJKAPGC5qo7KAWfMjz6iFgK0s1hMSPPOkqW64ORySgTo44sTu/Cd78FISLLFRJ8vXEasZEEuulxdw9JaQ31z52LkNXazTVW2GlB+h63flxn8sYsCDnjSiHcuwe+Qaw3AJRrUdn1Tsn1PlmFdZ6sRuNrJJCc1BO/MBW9Pv1HjFAYnGNz1RNiw+HxITkPhMEzbRJMghRIfaaZN7TBrHqqiigMU0/xnlCdEkWtQFHviNrhpRAQEzGKN1cLcq0jcFWcLFUs54iwyYh3ZK/gCq5YnyfvO0OCuWHq1qCYhkCLksWKIQGSZnIpNBhlMRclSGARFqxizxRGvLONfEgjszjS+EgMJnJ1dSZvfZl9cWuiVC/FhLJa/Rtiyp1996qoETgP20OO4hGNt8/GmAe204ZFXJJrWun+OTiERViwSWt7O6vSl55ZnPNC0WDOjugbe80v15TH55Qna+KXXiOvGkQskl6rPiCVhBOH955c3Tp4K9QFR2HCOWEROosoZ0+h9HQpgzMrbkER1+AYazFtlAgtxV43FLACY9JUX1fHkEcT2ZK5mM7pfKDPmSCBWeh44UHaL6NETjlXDooRNVPNzfg066ZouFn/v1kVL+3vHCNZmS6umLY9+uFj/O1byPESaQLi/d88FfPTrPyiLf1vQ5FSLtaQRppuztHJwm7YU890cES4OMM//BAWxxBGxDsQtXhsAkkTiqGCne3yzKKx9P1wjju/QtoZ4+EScfWco6aX0LOPyasDxrYha0ZTIclAFx0ZY/Aj4FdHRDLaZ0pTkOTwwToY+82l6EjOI+lgTndyi1LV4AASPZptDh2K4oYB/dF38VNClgegRwjOArWCR0JD8UYSTDriFneQ2EC/hctz3K1TyEalEMGU7c5RnL2utsEqPmekHyE2VYBnRYD0Pfr8zHDaOUNKxKIwm9v1ERs52Pgh1Ta3socoKRNaMBiRCFpgKiMUJTqTpoK1702DInjxdMGzKgu8E7ZXO5ply/JgwQ6lu9vw5PvnDBuTssrW4bzQdoGsahRR77kaBuseVNLkWCaCd3ZSdZ29Xq7g9tyOKrxUVfqcaIOv/A7FO0/DkvL+c+RgRm6EUpLFUJsc1Wb54k0YWkyGmirEqWghqbIddjjvTbWPWRhFfC0aPPM446gcGucA5bK/YjNt6EtP5zvm2hK9J0pAq91W9do3gOBBlNYb10Cq0FcxgJGKWYmjBGbNMQs/J0upwwXlarqiCR1Rc3Ub2aupKMuwwjlHKhPbaUOfB9rYmsOj2m+DBlyCPI64Zzv02Q66CPePYBqIUsBBkYxz9tODD2ZprIU6ThC1gpCqQ2h8RFwwJ5EqI4l2zCQPalMYZDRa475DovU1MWGuXe+kMOlE4xoymbEMJDU76cV4gWuO6afexKbSkhJGVaU6RNjHeBd8EBMsi2MoN0XDzfq3aLn7J7SrGfHskvXDZ2w+ekL7/JJ4vEKOV+i8+8kayc8inrxW5O//C2Tb25+HALNPZFX8PYkym1fuMI2Jh9ueZ3/4HpInbh82nL5xxOF8xmxYsf7Df8Hsi58nHS7Q0OAEdmzoWTPniJaOQEQ0UMh4D+HOK7jDQr64YkpK04baIrXmw/oLn8fheLbLbK/WeIE7XbW7MYB6vHZ459GLp5SdZ0RIFyOz0xmezFUaEecIzk5VOwacwmjOcgDaKTIyMZeIc5G+C/gv/iw+tMjjh/D0Y+T736bxATdfIm+8jS6XeBoiLTqNuJ/9RXjnO8h738fdvc/EFrKvgURVSY5xAAoTbNaUh0+RZ48RH3Elo7nY9770OvrmF3Bta6fmUnA+UPAM0xkubwguAk39uWIcCARKZkoDSSdCvbmWXBimgau8Y+Yb5r7jMC4Q9ajPtTmhiGQO2+oOGDNj3zOMsGhatiSSTvRPMjxU2BUuH14x+1q0ckWE+aIFDhm0B5fwEmhlRuPEnCeRanP25EydayfLjhCFtObZ7pxlmBsZ0TXMPIx/8G2W/8k/5KqdmFKPj56+qukty8CuwaA9gmMsiZQLuRi7oM89K78kSkuQSBsjnkCvIxOJIHAwm2EkkcTcRdbjjkfbZ9ZJGIXYzQnVdeMLjNNonSVv0ONdyhQK27yloRBDBG/CxYAjhAXXH3DAa81ekMhhc0TKEwSqL8Hsin3ZVSutsp7WnPVntL7hpJzQ+lg7H4rEGeXjh6Svv4NbzolvPMC9eZfN8AzVTCMNrkSmkvHAcbPgbLgkpcS8W1gYVC5wtUNXLWVutkl1GXEFrU4YgyTY8DHicf0W/9534P5rjIsWo6kXe4/rjuBtfCBS8FJovGOdd6jLRALRNUxppHFzRjcZx8M5UhlpXCXHkrAR0JJGM5NL6N5x8hnWTTT2zfq7WVrtcuOEfHTG+vklTdvgm8Buu2F5cGibehMtJbONljPxWTb39Q62A7rZMVxsGMfpupDwMbA4PoAHJ/Y7/r6cHH/Fx00+fGrCt2nEb3ccRDiannP4iw+Y3T6k8R1RWrIk4yeUYPNOatueGpykWsVqgSIjpbYeixZcmfH+dsfHa88ueTrvOA0jLx21RDdZwFNKhA8f0t66C7Mjpu99RP7oCe3/8JcY2ZpKX/caCcd63NE2DY3YKWtiYsHc5t3FyIbFwY6BhsicjqB2wvSNh+dnuHe+Yx2Ak9uUz/0cMNo97MlD5PwMmhnplZfQUghhBo/X7H7vGyz+F7/GOF2ajW+ckO2WcPIq4nOdU9s8OeeBlAe7ztatpxTITLWoijg8eDslppTrPN8x0dOEOQ+vPmRaT4znE5unW2JsoPMc3ZqjU+Hi8RZaT+cDt15bEUNg2hXW65GDVcsH7zxkdtJycH/Jxbimzz1eHLPYEnJgezZy8cGVPe++cHCy4NWv3QeMshnDHOcClsa11w8YKEwFJAcm7XGiFBVyMUtuZgdA41vCVSZ/92PC/RPk/inFJyu4oG4mNjLIpdBPE8471CW0yDVXYBXnTDkRm4YhWejUPMwJEsg17MqueUGcViGjgZw2actcFuCtY7UvrgINpViaJmJ5E36akcg83D2kkXg9gkgUpjyZ/uNa+FgY8mAdEtlvrL4+LytkPY4+72hdy1DMitqXHbe7Y0AQHwkScRcj02/9MXprweyX38YtW0qe6Ouo0Guw8LXr0YexI55NT7marlCFB7MHHDQL+t/7DrodiW+9jPvcA4Z0QSkmcHYuGLStWDFRBBBHIw388T9Hv/izpFlkj5LfTgCJxocKKbNEzc20oY0NUVpcsfesXdVSp2vGm8huoC8bEAgSkdyyyzuWfs5YTMz60dlH/Obb/9FNNPbN+rdo1RkmTYSXbjG7dYCMCd32sF6zPrt8gVg2xY69yWOk6RrcvohwDqK3an7KME2k3cCwHdBSbEcoiuZC2zWEWWut+HFkfXYBV2vmd04MajP79CEtP83r8BeX3jmu1iqlFOVcYLw65uzdHaebnnuvtRAGIi2WzrSPIHa1fUkdvxiNRhVy9aLvG50795zzfsaQhawwloxvMvMgeGkoqqiLuHuvsmsKzivhjbuE5Yzhn/0Bs//xL+OCq7/X2shtYzPTqQKBGrHTes4TeBM95lIIKZgIzkGWiSIJzd4w429/Da6u0IvnyNd/D1kskdc+j548QF2L/OBb8MobwFBn2QXxES2eMU0M2QKTuvkM1Ut08tcFVC6Z4F4IvMoebS3mAthte8poDo544Ig+cHW2Zf3sMcNuJHhPOzd7ZNvO8L5jddyyWDaMJbN73gPC8nQJImyfrdGsbHc9zz9a45vAx8+uGC5HdF4gFXwjhMGxaBZECYgTFreFxWlD2Qqbsx15Uh7/6II7rx0wa2syYxUhqjTkvDVcdIUYRdeSSzY+BhbdlHzGlw7vCsEHKBPl+Rr3D76EMlCKkT1LfY9kJlrfUlQZdaBMcDxbWtfCGSvAi8NLJBWtIDHYpYF5Y+FpotUO7Gzj3hcjU0nspoF509lM3xn4yXIWxMZNam4QBCa3JZYld9u79rlA2KWdZVL4jlQm+rKj8y3ZTUSNZM1WDOQdp+0tUt04hUo4rejuJ/0TnBdOumPGlFnNT9D3n5A/fkZeD8R/8CXc7QXaQNIecYUOT6rOkVwMvmUviUPEcxCP6PycVDKKstGB9hc/D083pA8eU979gPjrbzP6UrkbE1p2qAtV++JxziiO7uU32YZCyT3mpwpEb+wPR6AUMZHt9Izj5hZR26pyMhFnqIcJ6pECP9V/8/V1VpwMLMOSkS2TGyluuraFfpp1UzTcrL+7tS8IWocPHtpMaSNN69GxtuxysZPnmCgpk4cdQz8iwb/AMHvHNfc4ZcqUbMbaNUgMaAwQPTFGJFq2gowTsulJz68Yn13gdgNu0REWs79/1HXz4x/DrMpWDpArj98WZo92nN6fG75WbNbpRK4LBsG0D3vbmEpC1OE1kDUxsmHQHU1oaVIgOGUZEweNmItBHH59Qb58znj6AJUNygidw5+2xNvHpG+9i3/rLtoGm78SEQ9acxUq6JlSw7t9PccrBZzH+T36Wut3WZJiaRucHCAxIrstbNbw4bvQza071TS4fmfESC/Xp+vtuOZq3F63Ybea0H5gKoUo3kR33tsmWJIR+cSm3Lv1jukSxnFg7CdQWN5eEMRxdTWQc6GZRRarjuzgpD0kxAYfAk4gNnYiT4tIyfaWvXh6wXw1I4TAuE2UXDi5NWMcW5qZJxxYqmZmwodIcIFmDxwSO2VnYLiYTJvQedbjjrBR2rbDR5t1+yqwVOlNdIkJRT2BUgoTE7gXyGKhjjxU0WmCJjIN2yraq3RQJ6RiAkMRaH3c96+sve+sC6GqTCVf45U9Ee8cXixDJFmmNiEIqRQ+abudhY512qKTWPHgPCpYWitCwQo9LcUOGE5piCQ1MFcRJdcocMVEk6o2aoj7zlCZuJgumYc5vl5bqe9LkQiiLOLCnCiuIceMXOwoT6/MGvvGMe7uCpl5i1zXvcDXNBxaEdUFRYtUPYsJQMU5vCS205qFX1G6iDvtcOUIuZiRv/0+/s3b+FVThb9qWoXikOKQrMhmA2nEy8yE5KVUB5TxWFDr+gx5R+eXRNdekzSd+CooDbC/H4hWkapRO1XsvuHU04lHpJDyxPgZCga4KRpu1t/X8pbF4NpIs5wZt2BMtYOQYBjJQ2LojVaIYsWEKgz6ohvhBGYNTdfiFx3SNdA2Nt745K/LBb8YLFBn21PO17j1Do4SDsW11c3x047z/pssEXLbgAjrvufJ2UgzzxytTJktdW69F3DlYlIvZM9NnBAsPriYeZNCZtmOWH/CcdIJx22D322QIsjFOXJ5xnD7pTpKmkgilJkwe+se/W9/g3iyRE6XSKynmbqBB7U0QLvx2+lSi6m7o0SL2nY2F9+LDAsFpxnRjMaAa49wx8eUjz/CnT+D7RpiRA+PYZoQb5kBqg5KIZeBrErrzI445MSYM8/7C+ZhxqpZ0MaFdRw0MZWCJGBQri4H8hbyOLG53JAmO6WDdWDmq47V0YzFQUOfJrrQsDd1unrdTbcwYxoKV+dbdlc9y8WCcZeZhkxoPAe3lxR1bHbRHAnBs542xGAbZnSe6EzcVtRiscuoaFZcdDw/u8LvJlbLQrMIuA4an22DEEMjBzFFfgGyZhJGHZzL3BDWJmvF1RhvVG1zvy44pYr1bAN0NX55b23Z5xVYloKQMX2FYJkqUaKNRNScBKrg1TazvePBIyzijGe7C6ZkJ/Y2gg8mUHyRkmr0S3t+6fo5WbCSMhXzGXhn1NFCZsxVZyPx2ra5yWta5kw4Ap7oo40uvHLoDu3cIUJoGsqffwwl4+4eE167Qy4Dqom9o2MviEXMdXD9j1qrH7XHr/UZrPOaNneM2HsgvHyE3PIMv/dNwnKOFIFFMEBY1WKANwjb06eU2Z58KRTR605LVjW8utrvWoVlhVYNVoyLXhNFbVXYvNprl4t9j3OW6pLVCpcpT4zpxRj306ybouFm/f2vynUg/vjb0YNhSVJ60YVI2cYSoY4pmgDxUyBQvYPVjGb1Es3TC/qn54xXW6aPB7qLNfLSLWTRmWBS+Nt1HvYg+31n5W+6mkjvHY+HyPbPLvnylzzdosFHs3x59eRiLeLghOj3NsuCkAhOERKlFLwEVt2OebehkzmH4RaNm1O+8y/QcYTY4g+OWLStKeTrzLm4Qj8P+DvH5B8+IoonvHKLNFprXtVGFa52F1Jx4AbGnHFVxGZ4XosPKqIUKZAdRRK4ivFNSpKJcuuEeP8l3Ac/Qs6ewsnrlM50VDopTOYQWLRLuhDZA4MXfsYUEx9fPqJ1RkH02ObchYaocP70iouPNswOl5y+2TGcmzNge7lFqhK+dZ7FQcPsKFB0IgYj7on66tjMeAmg2U6+JHCFtl3w/OEF508htIHFwZzgZ+RSKGZ0ICA0vjGWj5pfP2miz9ZC3vXKtJtI/cjmY8f6cod3ieGipzuIzE47hpmni5GUE0Ej3ltHZyw9EuykXkpCpLAIHYVAKXo9vtBi7wuqXwF1bFjTuhrSVV0i6LXBsUKZDJLVBBMTGloawDPlAVVlLCNZC6EEzFkZKZquC4fDdkVfN3oV5SDMoRiCfKysB/YZInGkZ6wFlZDShISWuZ9bUU1mchPzZs6MOYoQfUsX5ny8e591WpNV6XzHLX9K62tyi0bArn1gxvZ7H9L96pfg9oKUrkxfgIdPYKb3J32nmVTUYF9JKxbECp+kiV3eMOaRy/E5re+YxYZZbAiLlvaXvsjwh99DPn5GfOsBcu+IotX26j1+GtBnPyD98m+yGy+RiptuvN3bRrXuRnQtq+isE+KVxkUKjiKTaTkUkGKFf4GJHsUTxD4TQTxeI33p2U0TQ86WjnrjnrhZ/04t7yvu9ae0Tg9ojxZ0mwF9cs7Vswv43vvMVnPi8QpOD0x78bdZHzyF+yd/qRD6zMs5yqzlcnabjz98xJ0358zjDFci67xm7pc/dkhwCCk7vK/ZFOI58regKEEXIIJLE+78jPLO78Dn34ajEzREiiopbwneIqn35UB2ifY/+CLD//P3KVcb4BScOftFQItlSWS3IbvaKvf7WXmipa2nMU/RRNaJXBT1ylgmokQa3yHFEwUoPfLgZdzyCP32H8Ev/w8gBPI3f4herGl/7eeQavEcs0Fvonc4Am+cvkrrI9EZ51AIRBeQYiLCsfSwUO51Sxb3AovFHfKoLG619KnHC6gzK2CUliFv7NpJ5R6YWg/T5heaGGlOWlbHK/J6YhwyofXMD1qc86TUs92u0dDQtAu8s0yKxkcbcWhG8Mx9SzgdOb59nzQUrs5HXv2Zl3j0g3Mef/iYsyfndE8izasttw9vMYsR54SRgVZmtLEFNxJ8g+reCGrdhRgaJHZMYO6SbGjviruiw2BLYT8mEdvk3T6lFCGKZ5tGOhoKhd04MOWJ1WzGrFnwvD+jTz2KkMKIiDkdfIUX5VLo3JyuK5wPxUYjmq3odI7GGaMBgct0xeV6xy5bYdq4hi62iFdKUEQLUhIUgx0ligVQ4chMpGJt9+gjjfc0wQZnBYeTCXEeRmX3L78Otw/QeVMtuVQSaQaxsQ9cD/2sfNCJokqsRMoJs2/u0o5RB4Y80PqWle9AHRf9mhgm3Aza//Bt+MFTxt//Lgi0v/ZVwq1DS5rtB/LqkEYdPfB8d0kqE3eXpwQJ9TNuoz2RZDiS2kcER9C5WYfrXQBVpNJQe7ao279nbawSXMez8oRd3qEK82b5qW9JN0XDzfq3f/209QYixodYzZBZy/L0gPzxGVM/kJ9e0OUCL9/+2/2Oo6WNO3JGtwM8vWB1PCe5wDhrKZ+2mNg/d1WePps4fDBCM5JdIfrIQCSGaPNbtU3Nu8LIxuxh6sh5wLtI7AIyAOdP0Ec/RH/+N5hatXnqNAJaQdDCuHcXuNoqLQPx9VPIifT+U3hwgCOxR+VrsVRFJONprJCggMBInZkWa+V6F1A/smNDiwX31GOtuT/UW3vcN9B08O1/RZqOybsRli3+sCHpDocjBk9WYcyZznuWYYFIuQYaUSBlK38Eb3Cohwr3bM7TzYE5lcVgW0suCSERndJIhRxJhQSp8fh6zUixELHoPCEIeuBpNJNJDNqTx4Tg6EKd4QNBwNech+BNF4A6Qi0ivDjizNN2hoC+98Yhpy8t2W0H1lc95UppTmJtkhvfIMtoYxMMqlWKtfWbmqyqD8/h0SVysiLnDZYLIqB2ygSYBAojXi1ozN56hjBXIGtCqxsh0uBiYArZGBouM6SJ3TTaNW9te/KutsfJ1m0QyL6wIJKKo8+JkjOrdmbbn46MeUJKoPUdq3hUIUn2WFItFCpyDI9nSJmRNYJnKomL8YyUJ066E5bhgDY0CBk+UUY5BF8Effic2X/yK5QmkcuICvW9V/XUdvXMxqoj+zRUXzWGdi0ire8sSMpFFmHJJl9V6mMAaRjTgDhPGTfEl1a0d75GXCub3/0GcZbxRw1ye4W++UVGNsxig3dH9GnHVX9O9pHOB7JMBGlwNUsiUfA0tSA3nVDE4GZTGZl0IvqGQGPP3xVUJsaiBNdw2p4yNDuyTGy0/3T3o+srebNu1r9vS+TaieGWM/yDU1Pz50J/sbaRyGeY8/2lNWtMH6HgcqYbet68P+deo6w2G8LF2kYt/6bfUQoyjrQXFxwtI4vGEg2nMjKUnm25YMcFIztr96M4Z6x6LXYSH3Ih+jm89wN477tIv0YevAExVgFVeUH9qza8SGvWQ/UGLsqKe+muFQcPz4i1taxaULUTXygtFDHYDME2F0yw5kqwEycTEyOK0tCa3fH6lpdRHEhAL56jzx6hB7cZP+pJHz3DHyyJr93DIsFtRGPnJ1ftdpZtAdTjoezv7Tx/eMnmciAuO47uH1DLA7JkJmzTs+mxx2lAijP0MoVRJya1ObYBwmpypwt4bw4IpVhSp7MNbg/m2W/QWQtjNsGuF7GfodYyd6IgsZIdzTXkvZByQoISZyYMHDcj866hkPDe0fhAdK6Cp2yLG/LEetzVx2wYab3cUTYD7s0HTNuePGZKqUAkVbapRyrGe8wTu2lgEqXPQ4V2mQ6lcY0JAl3BOWp3QCjFrl9Ws1l2vsFXjYhWR5AFvNeUR2fJjKVAdMJUxurkwBwJSBWKtrR1MxYcwcn1xE9EmXLmYrqoiak2Jsj707bKj9kw9/0Cc6FohVcptFU0qNjPEK7BYKYTsKmoodLBOXPZ+Pq+BWUsA1PNxxhLz5hGxjIy5IHttOPZ7jmuJoK6oLAU9FZL+9XPUZKj+Bly+y6l3Ue4WwxYlI7gOhxK46zwzJLodc06XXCZzul1Y9eV8sJFUZKJR8mIKA1zSzCVBiGQSBYX7vRaSL2PTv8066bTcLP+/V77nIyjJaEfmcaJsR/ppvw3H4nsNRr1/zsnzBvHnZMZbS6k9ZZphNQ1/0Yapg4jbrvlYL7j4CgQGk8SO6kmTYCdksSbpsBVTff+poyaL95frtHN2n7mwTF6ehstE05MhLevXWykIQQN7MVU9ZHAaoG6M2NhrEdoxO7BGLnP40nqKJLxe/6BCpDw6rH0x3IdkeyJ18hjsG9ttEN8QLZr9OwpubmFyhKXLwjLCIcLdsOGNCam3UCIlrBZBPzSMw0TfW8z9uADe3DN5nyHqrI8ndGeNCCl0i3t+YN84p8q/qMgah0Tp2az01qMBPwLeuL+GpJBXXWXWFEgAtEFwxpX18v1k6WagDQjLtcNT9nzEYsWSqm1Z0nWuRAYSo8rnQnbMMwycA1g2qbe9AJiztdxmBiGCQ2ecr4FD90yEtpPFClK1QoUsppw0pItLbzLRJdSJYu22bi6yQK1WBDmsSNIrAI/alPfIU6YdMKrOUfEe1IRGudsgy0WmBWkMQy3i9Vm6NB69bxzJv7FiOF9HulLz5IDojRmX41LUk61Q/GJDuV1ZLTAMJEvJtzJCgt033+tFhK1CLl+qajQr5rTouyzTTJ7W+f+V2W111GrqyFpRm1IRhCPE0VJ5MYR3rpP+ugpxQXK6GBpxahSUeSuMZGn9jUi2z7PVuZmJhJOMyqJwMwsz2ojwYLpWsQpvgRULKW1FGVipNUZhXTNcblunXyKdVM03KybVZfrGnzXwm4wJ0fb8Mn7zt9oeYdvI91yhhPh4NaCyycXXG3GF4jrn7RU4WqLv3jC3Z+dAyODs9yD6CJDMWhRVgskCi7bB1pNfx2qNa7LwPvfhwevoasjcnCkPODxuGJBQ4JY770WHUXqqYxCKYp3Qs4TMm9hMzD+4H3clx8YF4IJlYwTE5nZY8dOexqvT0A2Iqg/1gsFczUYrhmyB1+URpydfDfWYQife5nwfIOyZXx+yWaYuHo+cPXoOe2ywXWB4oSXXr/NxdMtl08uSDkTupbWW7tZxHFw2jE/bdhOCYgWTqQWv9zFhoySSrkO9rF/In6/2YtSSgaitZ6pIyGxrSRVgJkCooITm7IvYnd98vuLq2ihn0bECZvJyH/ee1BH44RREwGPOMFHYbtN5NEioaOLND7SRiWqYzcN9MkSUKN4WjcjbhPrAmdjYvv9D1gcdAxp4vTuAQdhjneeZVyQS8I7K4ScZqjApaQFr0KUcL3x+to92v8j4lm1S4I4WmfjlomElWzWNSA4duNYi4Fg4UzB4sqnKXO521jLvDsguniN51ZKRaFn0x1g+Rp7LkPjAvM6HlBpmTctU8mUzHUx9cnlJKAXG9KPnhK/8DJZRz4RtWaWz2oYrrWDiTrFo+pr0WhOpayFgGMeFuyLzk7mjG6gkdZEijGzjEd4iYZsxjQTpQxkGsIrt8nvPWb8+o9ofvNnzRWiivfO8NR4oGVIO1CPl4h3sZYtaxLmnpjhKCLmmJIEYuMgJxl1VmKMaaQvI5Pfcsgt6yxmo29m/fTZ2DdFw826WX9xWWrP375gqGscJp4+fM766oToGs62mbOxGKvir1sp0zXKwfGL79uW9V/5rYXMyJaRLYElc9p6inRAi779c1Ds+7SMOLGG8QTg1MYQWLrepNm87TVpz5HJWYCJeP8I37aMf/p93JdfZmTEY9kLjkyLgFpUto0clEAEChFL30wy4AlkYE6DqwK8JCPZ9UyTELo5HJ2SnzzHvX6b6fVTPvzX3+Ts//NnhNmc6c493nz7Adt1z7BLgOP7f/QOAIuDQ2aLigwXYDZxcntJ09rt7rANZISGBq1yilwUyDj3YtwRiJSqmK/5o3grtWzzKKZTwCVUlaEM7HKmTyNFE3cXp+TqOqAWItdLbAzkROkaWqUc1AABAABJREFU2yIXrdnw9PqVCXjMXbLebPn44UNe+dJLHDUHpOq5Dy6iOfNB/4irYc0yzDmZHdMEG/1M7z+mQzm6t2KkcPTaARfvX/H0/QvOPlpzcOeAW3cP2OmOqNahCrLfsuFZf0lRZd50RO+vNR65bjQqyjYNzEIdryBkTSR6pNifORFKhpmfk3KpIls79XptQT2H8biOOhK7SkJcpzVOHDPf0fkFm/GK8+HcnBziOWhXrPyRdRlqF0SKhXfjXR0T/YVCTSJsM5xtCL9xnzFdXjchBLNiIiai1epAUKyTkkqq4ycgJ2JpQaHmtCLiuNXd5ha3AbOgNmVGrn2Bxjf1MdnK5Qr/yhGuH+DDM9LjLeVuS1D7RNvnx0Z/4htSmRAKjYu0Dpp8jDgLxSqlxxWzwuaKjN5/8pwMbMYdqkLjI41f2e1t9Hi18eTE9ifchP7yuikabtbN2q89WArM0vnTWvMZ+dWX+N63HvPFN+7TKSzzCOfP2d3+yYLLsBs5XDju3D7EiXUVyk/QQCSd0FJoXMeKBamKDwVIUshl2p/z6+xXK8XRNux921ml4KpH3U7HhUYavDYoBWkd2jpyyoTzLc28AycUnRhYX2+2+9Pai1uktfxtXhsgCw2d1TRqgjljAHh6BpqDFUwtz75/xdlvf5tRE7NFy91f+CJ3Zxl59gh/8jmWt1eUMqFaOJnmNM5irUWMBUEVtuHLte/dlWJsA1fqLN1Or0t/YPCl+o9WFT0MjDoi6ul0yVW+ZBZafD1V26aQwDVo2dgpzwgBNqbx9rqVUlNLq0feVxqgF4MbBTylfh2FVMx2V4C2aTk+PCXKDPHQVbeIU0/WzHF3SBc6WheYxYa6dZKuNshsQbNa0q23PP7hM+69fsRhntGvJ3bP13z/o3PufPmAtnPXxUIB+mQCy0knznY9IsK9+QlScdM2Aops9IoyRYIH750xPnKhiXsVgeIkM6oxHjIFMaYkAEMaWec1jYvM/JH9fp84iUd4DYh6MoUpZY7iMd57ggvmypG/sIUJtSNSwUzy4ydo7wLFBRJK0rG6ajyf5C9ElxFxjGVgyImZX5ihAg/JxhR7jsWQe0IdpVgiw96T4gjO2BHbfIX3bRWdqo0M8KCBIU2EV2/jjw4Yf//btP/xL1HcUIdkgZJHkzt6oZFomo9S9SKu4ASyekasgEl5Y52uinpXVc7TFUt3Yu4YV8BnxgIlZ1rvmYcGmW40DTfrZn32ZbJz+/8/TceGd5RFx2XJ/OjxJZdNSzn0dEOivbxkVxzjokP/gs0zThPtItPOheGvEUx68XRuRisd0UVyUbw4C7SqxYFlN9Z4aTUFglQxlxbb2vdshv2Mtjrb6znKIoFzUdzC0X7tC4x/9Oe0v/o2NK7idVtEpZ7Kq0KfWgz4XG+2BqExrO1UhY9WtUTX4QUkZXjnIeXRBbOfeQAfXjD1iePDA5YPjvBNRLoG+d43iPdfoRweMqCMMtCGFftBs5dKA8UZKUBLjTSuLzE2p4dgWoSiONcCWsczVmZth4ksmcZbGqWNJqqwTqpFryjeQ8qJMZsobi9OrN1sEzxim2gqBZWEU2EoE/00cdQtryOVVQu+itN2Y8+oE93MTqqtj0xTsvTTRvB7BUnxpFG5vBjZnV9SNNOd97jLiXy1Y5xb6zsEjzRiRM9Y6N8fKaNSYkGDQ8QxpAGpowdjcOyZEj2tb5lKop9GimwIEhgrljqqZx5bw0TXE7MDJgxz3LnAlG3mb0mZweKpnYlYvQ/1I2NlhaHKeoYycdAc2vu6xkI7Fa49Duoq3Al7TeSFFse4EnbuLk+u0H7A3zmEkuvHPNs4Sas1Uw1VFl3AS8BXeNmL+uPFQCO4F4OU+irbd4hU54jiXeTZ8JTj5phWmnqPeYGmJimlT/WeU0hlrLoYjxE91QjxVOdIge20YdnNLc1WBa9mWS1BrFsliUlGYzXkQpIJ57xpI8wmwryZ12cDvQ4/8f7yF9dN0XCzblZdWirGFn66ZMg67hgXc55ud0yzGXSQdjtWfc983nGeE7tJDIGtStz1LLtMNysWA/0TRo4CRIm00tHJDIcnVemWVgumxWhrFeyV69OfxzOVyTC2GHTJVdKmq3HFdWpdxWKKakaahvjgiP6/+1e4/OUauFPjpGuhgOT9tmp/T+z0JmCnbcl4bINCnO29TzboMCHDhFwOuFnD7MEhs/XEZtgw9AO7fqJbLWhu3UJ2G+TyAimKWyzryc5T1AocI09mGrFiZk/tK6rXHRAv/nr2ba3gKgAtoOKQPWoZjycgFXu8d0iAWqdElEi4PoE7L9cagH0moIjUAkLqOEeuuzxDGllPW+ZhRhB/LXyTKk50QehmDXmYGC6FfjeiQIwTPgixbRiuEtNYyEkRV0OlVQ353AU4iiDmvhEHofW0LhLmnmmTKE2oO4LZGxvxNpcvyqhTHTW4a+iRYh0UT0Bcrs6Q+vVPfH4U08h4ddVQVIc9Yg6F1sVq7bW6smgiim3Sk04MxYK3Wmdjr31xsH9P7vKOUEOstA7q/P4V1n3stYAE8uNnyFDwL91Cy8Re8Ghfr6zSsi/yjDaqGf7iyN9e0xehXADqFKeGs94LWQ3l/SIjRvYVragliopDxhHd9khrQsZS9toRE0Smsi9I7PkU0gvxcBXderHfRxWAOjG6bS6ZVmbX7/FK+kaCWX8pghYlTTeahpt1sz7z0lwMWS0YGfKnuUSgjfSfwFtv5y3zp894+aghnSfGSUnBIymzXF9x8qrQHJRrWtuPqcHr5uydo5HO7JFF0GmApjUFfD3t27jAxhVGr7PkAWgYcqIhomRySdVWt1eI13Cs2g5FjDsgeKRkRCd006NtR/F2MzNUUTS1ttjm0Ow3EN13j5WRgbksTfCWBb2ayO88omx6tB+Ib71E+Nw9CAOrewvO10+5eHLJNBbCPHC0XCKffxve/R48fkS83XKwmoFiBjS1JMJMJrp2/+v3TesqsDP4VRBTl097sI/uXQ0QnNKGBie+2tJMOBbqRlDLAdQVBAt2anxkHl+EoRWumx+IVFFhfUBqQ3EEuBzWCMIyzmlcoEhNaXSOpo3I3HHxfMPzfiJNiZJrSdfA4mDF9myLczA/aDl65ZC2mVEeXhFvHeJeu8U4SzgXSWUwaiQQXKRZRPqLicWiRWa2iYCFUDXekTSRp8wizJmFmRUMXpjVzVtywIdiRYVz1esAsTbZVUCkXAeaSbUiW2Fh9tzORRtBaGbKA0FbEpm+7OjzjkWYmU2wjgGuCwdVzsYzlnHB0i+qK2aqrBDbCC37zqy85ekVvmsJD24z5AtwRiax/1yXvBR19c/1+rWqkA57JcVVpWTtM1TSqajQ5946fiTG3NNKx2F3UIFMqXZFTOCpZCQnJOeak/PCdePEWXJpEUrlsIgWRCa60AFSCwxB1DMx2jgOaokbGGRg5VdmvVXjbaRSaPEmLlXHVDKXw42m4WbdrM+8tJR6o/kpdhn+ut+H8KSdc7pJlN2A+AZJme7dj3jplxa4+Yh4m5EGCfWka4EzgiOL3RznMiO6Dne1gT/7JvLLv0Yq23qidlxPqpVP2NhgM6QaMxwsGIhC8T2BjglL2bMcvrbeLD3iAux2TO9+k+YXv8TuD75DePt1/OundRSQcPUktBeQOfUU2W/XNvZYuJnpBa4K6XsfkN97SPPF+8Rf/0rVOIyMOpDKwOp+w6vHr3Hxowu2T3Z8+I2P4Gfu4leR+Rtv0Ty/wL3zp4RxpLz6Nv72CbkVUhnopAE83tlIxmlgdDsozqx/EslVvFdbMHU8kBjYEfIBCxpL5iRV3YX1H+qZDnCYw37g1uzU/sS9OLn5nzDqUgxK9Xy4ZJt7Fs2MIZua/6BZXne8h2liotAsIzyH9mDG3VstEoTdbuLy+RXr8ysWR0uWRw1xDufTBadxSVn3yJ2CXwRKGWoBCbs8MFVrYuM6enZMuTBmc02swgqk1PZ6YNHMWTVzhjTWkDOhdTW8rHGkbImZqEPUVwJHa8WopmttSZaCd1I7P4mEOX6MuaEElBAaMondOHI1bNhMG9a+Z7k44cdLMBjKwLPtM3ZxS9aJk/kKX9+v3nmuqwAKXiJFnIW++YTLxpgwDUCNGVchOtjTvDTXoDWpCbPO9C+ilkG57ziIKj7b7xtST2wioqZ5wHs6Z6Feo2ZyURrX8HD7mEjDwcExy3BC+ta7iI/sppGGllBTRyc2tNLW5yJQIjPvqtPHujUIFB0rR6SOwbLdOwZ3Sa59GVQoCk06hNDY+zxtORuefer71k3RcLNuVl0lm1Q6/m0R0p92CXAw5/mHHzOKx5eJ2eUlX/qFE7azc3DQyYKFW9nJqlQ6YR3Ki5/QkklqPnKHQJlIBSYdaWqYkcFqTBEOdtruS2bQkc6vEFEiQhQTJg452c9z3v7etY3do5tLyuUZYZrwX/sS08M/QM4vcWcNcrwkZRD1RElMjOy0pyeycK21UtXhpEFcAzkx/sm3CUdL2v/0Vxh9YZyeUtRd9wPAJJVtFO68eUh/0vHoz89Zr3uOl56cB4bVEvnarzJrOuQPfxvpn6OntwnHpzgJFLbX0x1XxzLXL4Fmc95LYCpcjyc8gYXuuwXFyIji6hU0xsQumTiwc43p4yehi/nFbP36dzr29sRPrlISUzb0cNiHLl0XIi9W9N5+vo7E12AWBR+tIAsLz2zm8C95pjzhfSCGhtZ36O+/Q3P3BE5WVsC5wJA3DDldj6g2w5qWAwB2uafve1ThoFuZYBWI0tK2kVI7M0aTFDuEO/tJ3lnkNXtXpCsgI0NOTMWgVpMv+BRJmuy6ebtuQqrjBGNjdNKSNZBjYUaDd4Gj9uj6an5yXU1rXj14yeyJP8ZV2W+eL0pVPV9DELTx5DHXz0R68SO1jqS0VAaKPZ2i4HUvqvU2ogoFzZ4pJzbTBlSZNwuiOI7bI1JJDHlgLBOX00ccc0oTAn0yJ8PSr7gYLkzHMSjdZoZbWvdg5Q/45FtlTkdiqO8Nk9im2u2adGIqA5nMTGbkkulcZ+9VB23JnJVHRGd2aBVoXQeScDkgRCJzom/4tOumaLhZN6uunDMlF2L76T9Af6tVN5eNWpsxSmbhHGFlf15UGcqOQiZKQ5OXNmt1lSqogbGKqfxUcGMCF4hOKMUIiWBtzsJkTePiUHX4Ugj15yRMBOXxiAqt2CaltUXvrx+uIH2P9CN6dJeUe+IvfYH8zoeU735M+MrrSCe2YWDz3QYjSlLs5zvxuD7R/8HXAcXfPibfWTC4HaE6+22LdXaTLoHsdyCK865uipGD0yWttxTPIhNOMlPJhC++DY8f4R5+iDz8EBD87ZfIRwuMV5Vrx7nO5+u+oupxjppgCd5ym38MfCWIxY0DpQipqFlXfWZM+06KWHDQJ1Yqe5LhjxcNU8mM2TanTuZcDetrgeB5f8HBfEEn3bWeYiyWUhr8XvSnJoYMVjAGCQx5ZDv0zNwS9/SS/AtvoocByhaPI6ME8eySkQsDgVQGht1IU2ZE5xjLxMVwQedb5mFh8/ACuEKQF0Ao1RdSG19plqkUtmk0ZkN0OBGiNyeNkRszQxoREYI3vUYjwj7IVkQZdESKuXDmztM1EH0g+A6cuw7VUlVO/V18cNXOWtAyVJZG7UioeXicdkzf/C7hzgly64CUrZPknBBzrB9FBc0mZKUzXYBAkIK6PbTLOhAl2WvqnVwrfgLWeTGmh3VYhrwjF+Wsf85Je4TDEV2g1y2KGpdjMyIbtcybkq8/AUULmUyRwbpXunfrFMRZFyiXRGJkZCDQoG7CaYBso4i1XGJuqUSUligtDhhLT3QdY85spg3TZ4jHvikabtbNqss3ETdv8bO/o6KhrqFpaemZd7A6Dky+v3ZxGHgl0dDWcUQ9jdYZpVKIvsWdnyEX53DvFYwnsGfta/WRc32CdWIbjOxRFPLif5Om65O4FjVaIQnB45zHjYPlVNx9jawD7qjBna7QZxvye0+RL92h8EKI6MR/glMQ4HxH+ugMv+ygCfh7h+gi1EdqscBDSVU5UTcIjTbKSKDjxDSmemOugi+1G3cqIywWyNGRJZ/mbJkPTx/hOEFXS0oTQaeqy6goYLX6zcu+TV6FflXWASaotOTDF5tHdBFXUdZRPLmKQffrGlqFuSR+fEYuplXwkSULPC3rtGbMQyX0CYu2Q4JtmEULUxZCxWVP2QK4VCAGR9ZiSHAVc8+EQBlHmEVKFNDJwEDY5l6KMuZkbpcw4maOMij0QjdvuBzXgNKF1twD+gKHbQ6ZvaAR+mlnbpAKAptKZuZnlDqKcGJpqJa54QjOrLy5FMQZW8CKEHM52DXARkXicBIQdfgQeP7knKvnV/SbwfDUpeDEcfrghMNbK0JoKWW8Fv7u5ZI+BMaLNfLaPcqysWROZ8UKdRxh9WOusd4JlcCeDlp7e/WVtYrJeRPMRt/UYsE+X2MZ6HPPWEZAWDVLLoYr+wRWnkR0DYfxkDa0xNaRY0Iupx8TzRbNjNoDmZbGCiDdB2fLtaZCCHix94xpQSaowsipTHhnMBJxzjpCagWrl3Idmz3V4vXTrJui4WbdLABVfAzIrEW6v9uiYZp3LHXH8qCwuh0Z9fITX5U6eHBkGfESUKTqFWxOH9UhZ0/R9QXy87+GlgGzGe6b0LDnJuxdDeIs2CZrRiqAR1QomkAMllT2DWNxePWmQp+S5XIcHlKmZ0xpTXv/EOcj4zd+SPf2S6RpuMb9mq2z/vw+Ux5dkj96yuw3vkKaBRPkFaVRbx0DhClXfLFTnBOE1qgJOUMaKKr05z3NnaXZBxFUTdo5pRF3eARHJ3Z9QoP+8e/izuoN9vSE4gq+Cs5s1KM4b2fmTLG5MYLKvqCoynSq2A/TKcyI1RWitD4wVon93qHiqNjs2jkpakXKfgMKLhKawCzPyP3ALHQohSENqFpyY/AVjqQFnzyNb9ACuzxBRWU3PtjryF7D4mmcZ1czQfZbXakyVecMPW2FSMI3Qne0IK0TrsAitki22X/RjIpDxQqWIfUInlJLBiewST1Xw4YxTQgwizMa1zBkpRPTP2SUBgt8akNjDBBVIp6sVpapFHJRy78oA2QTana+A2f2wo9/8DEffO8Dzp9e4BuzIwrCF37xC3TLGXE1p5p5EK+myygFtODmM7QLlGAulsZ1ZJ3suol1JdQVpDhUMsje3SOQq/D1E5u66QmgCQ2q1Wmkyi5v2ZWejNLGOUfdMX22zVspiLMRhATDkKvPTNMa/84VXjNjGXEYjn2owWxN6ervxZDsxTQgTqONFmsoVdSWSS5MQyQeKTW4vtg7oUghElAx228ue9z1TdFws27WZ1tTYrhYo5ue+cnB3+3vbiM62u2+cREkkKvboWhh0IGBgbmfX3cXBGEuR8z8MXz8PmyuIERyCJRxS1Ff7VXK5BIte52G9R2SZh4PZzTOcSBLEwUWC6qyrVOteBAF6kmq30FOJiYbJhyBi3HHJELDVBXfnmxAPpy4645HLC27f/VNU9F/9TVSFzjfPQN1NNLSSkOQBsgcNJ5Bh5pe2NqIPDf4GDm8c0iYtXz07YcsDpd40cpeqMJLsHFLMbHakDfMf+5XcN/5Y3j+FNfOaI9O0XHAi6F3jckj4GpCp5q+ZSoTwaT3xmaUgHN7LVwFOrFX1AO+MOVMVnuFZqEhZSMBJlWGPOJFaIPBhATTOzQC8t67vPrWV9jOezZpQz8lVu0M4DpHY97OrwFdfd4RnWfprd3sxLNLI0Meq0o+41wg1BjvCWE7DYhYPsM8ziglc8WGg7YjN8Jul7l8vuPyac/h/UMO7loXQKmJnC5cp4lG51BnI6db82NStgJEgFvLY6LvmIeZ4cA1k6U6Pii1U2NQsUl7+mxWXicGrIo0bPKOUOf2HiGKvX8fvvuYpx89p+kin//qG6Rswsxb905o2ojzDtc2BOev3SkeZXx4zuyrn4fDOSEG2mjXNueJUnZAzSrxK8ZyxSy2dkKvXbfiCv24YSr2uWyaBgj0ZbIumhMSiqZkoKo4Z+4PDaEN3FrchxrUtvQL5jIHkwyTIpTWI8PIWnc82X3MMiyZhY4+bRnShG8iTUxmaS2RTdrQhhlRIk5aVAsbvSSLjTGyKomepnEMZaBxpnfIJeGbJcvQ8mx7SZ+tK/Ljzqy/ft0UDTfrZgGkGmXn5G8eVPU3XTGQNi3TWEAyLQuG2uL/5NrmLVTcqyBMsuXuH30IB4c2q/cdje9QP0AeqTxatESo1kZbxhp4Ob7CFC/ZmxFL1bOj0PqGoJ0BaiThQ0v5/rcoqxPKS6+jeaB4yGlidIqLSruas/nv/5jlP/wy6j2ZiSIT3q1Y/+43aO4f4O8coUdLch44jAt0f9oXE8FBYqs9o/Z2Ss+REBRx5VpAt1quOH5t4IPvPOTk1UNWpzOCmL0SAq4KQ70Ec3uwhbd/AXn/XfjTfwlNi+REiTWJdHkIX/xFYGCPDwbL7gCL9g4ESs7sph1NaPFqm1vRwlgG8AVPhw+ZsUy1/StsVbHhi82n9+LCF3I+JYsjvPQmg+zImpmFjuM2fkK8ibEbQmAvZr3jb4FaFyLrwLPNBaOORBfMnlgycvsIeb5B/Ywyg13qOYpLxrxDJdHGiHcHPB+sszW/09ItI8OjxON3H5KubrN6EHAzx1AcjWSiN+y3RXrDrmwIzrFqZwypp6hyGA7qGA0bfYmgpdBVsd122pFLAoSd7gjSMqaMd4U2WDrlcXfI5bjGuzlLf4ju0yuB+eGMWy+f8uVf+xmCayipWLHgPSXB7/0/fpuv/cbP8u633ufpx2fMVy3/8Ne+hrrIO3/853z8/iOu1ju6tuPn/8nPsTqd42Jg7Cfe/+b3cCt4/+nI848v2FxuWR0v+eI//hk7vetoo7Ec+PCb7/CDP3oPVeXw1opXvnCfl770GrfifbabgUfvPOGDr7/P9mrHz/7aV3jp8w+InSNNA/tM+VDtpiLCesyQEjlPnKVnKMqQeubNgqtyQTfVpErN9Hmo1EePSmZiR2KkQVCXCApBW0Ys8joz0YSGKC2jjjzrz4khMPctbW7oFzdwp5t1sz7j2qvdBPNc/R0uqTG+vlD8dL2x/HXL8gkKZ198ncPmDvHZY/T5E9If/3NktcQ/eA3nO5uL0l+LGfdyPafCVjf25/un7mp8r3JNdsxS8GCz4lxsB4ueUiYccNAdGO/gyBO/doL7wUN2v/dt/OkR7t4J/tYBXPbw+Ar32kvI4QG5TIxpogmB4izZkVLYpZEuNHTMCTRMkiFA8J5h6skyEbyjjYHbD07YPOs5/3DNcDFycLKkPa6ajf3pkIIQcdkSCd3dB8jJbfPYp5rud/kUuXiGfP132bz+BmmGKeRxuCJ4v5elJbKbyPSsp5FFmBFcixdHKxZ+tQ9LFiDUk9sitEY+lEC8Tl70ppJQK1SdOHZzEC+0lQA4aiLlBFmJoSM42SetU4AxjdbJccJ5f8WgA4fNki50xBAR9Wia8G1L8gEnhYOwYiIRa79CVW084RxHzdL0LyvPajZneGdiN20JqcEnRylK8mYzlOhQJig2XkgFGtdwZ3HLRmliuQmU+pgVSgo475lKTyMd3hX60jPzM+Z+xSWXFveeB0q2zsZBXIAKz9MZm2nH691bNpJxnibEqvgXJFRBaz8xnl3ye//Nv+LDdz5i1c04PFhyslgRujnvffMdzh6dI43n9JUjPvzOR/w3//k/4x//L3+TO6/cYRwSP/zW+3z7T77D6597jaNbB8TW891//eecPbngl/7Tn2d2MGd7ueWd7/4Zv/N//z2++AtvMevmxC4w5kTwgc3VFb/7X/wO62drXn3rZZanM/7r/+z/xa/9x7/KG195jflJxzCsLTekCPmDp7hHl7Q/9yYfbj9mPa5N6+Aj2QV205btuMGLpw0mTr0cL3nQ3GdTbEzlXAGfmEpg1N6+V1omhKVbUbA01V53JgAOqULWhES5EULerJv1mddeJi8C7u+401B/fSqFSQeS/uUuA3zCcl5XplDmHfiGfHiCxoBMI5IU+fhDm+k3DWG1QpqFbZx1Tm9j+2TNFaPvYE1jjziHllL96WqwpicfQ9MZtc6Vaz1f9A4t5hjQxqH3F4R5pDy5pDx8ju9a0nd+RPO5V5ADE8flnLgcr9BUmIWOxjfVWRFQNa6E2Q9tdu7VG14aw+UCxMZx66UjdusdaZg4f3hFs4kcnS4IsUG8ERtTHmkIaEmo94hf1AcOg24QWeAbYBwZfI+jMe++gpeAI1CwsYUjWMaAU1wd85QaIV3EWumI4pxtyiJyzWiwU3fd9a+FqfW/pDBqIZRqs6/KhOgjqdTiAaFxkTEP1xjsvYvAOc9SDmhdqJoLc4Zw1cOsxTUNTieLU9EavqQFxNGEhkY8rWvt9OqgnUeWdxu2zxKaBc17IFhGqlCwDQ2NCzgJOE0oji7ESki00iiXyZwmKuRSuQeYnsIhBO+ZiuWNtM4SL3OZ6PMOV5QYpOZ7KJYDYqOi9fnG4utX3wSs+Hnlcy9z++4pGgMffPAhb3zuFV564yVuv3Sb5ckCmsDisOGBuwNtJC4bGj/jt/6L32J9teEkZ1JKbM63pG3iwRsPuPXqKdM4knbKD7/9Lr/wP/kqwUWGq5Ef/P4PuffKHd74ypvM5wtijMyWHcE1/Ojr7zNcjRzfPuKNr7xObCPvfOcHPPrgMavTFW/eepXkTC/kXYNuR3TTE770KiF9wGG3oovtte6kH/oqCDXXTIyOpcxxAiODdeCygEymVdCpBlZZke/xZLX0U1Ehy1Q/7tUGLIX4GbJ2boqGm3WzwMKqzPNlA/m/4zXi6BP064S0hb8i1ffaZnb972on2lIm0qxF57cJIoSzK3j6AeSMxIZQCnoQ0BhBTLAlauFC6F7xX+2ZlWE/1c3BLJ4BffwhujhEuw40X+coUIVdUMg6UE4b2vv3GJ58g/zxU6SLlMsN7mtvUgJotojopIk+9UQXiNKAczTuhQDVwL++zsDta1o5NqWAl8Lx3RXdvGH9fMPl0ys2lyNtbFgcNviqRSg5kb05QUQL7hPXb2CLdIKfH5GdMk0XxOpWKbp/DUK1v9mjCoTKz7EcB1Ullwxer4OmzHb54zPiF7ZNqEP9a7W9ai3k1AKTjAToLVwpWzeAYnP9VDCRXrWEejydn4E6UunRBE3weNcg2wmaiISIy7Y5hGKOAFVz4MxiJIgy2A+2zckL89NI/zwjo0Oi4KPWcK+JXIxFEb0RML0IuVgyqPEAQFArplTrCMpbOqXzpFLssdQiqKjiJRLFroGlOcKkybIvxDPzMxDjd2zXO86fXuDaF9vX4ekRd16+i8xnXO2uePlzL/Hm1z7H0Z1jssuoU7rDOUmFpIJmx+rogM3llmEaLLRMFS3Kya0T3nj7dY4fHLHb7ojS8ie//aeQrSM4rkc++u5D/kf/+3/Ma198DWmsyOvCDCeOd7/5HiUVZos53jlKEg5vHXD2+Izzx7eqiNJ0J9E50x4VcEdLlpcrnE8EZ7kxYxzZjFuaYJHixsNQVs3CLLySKSXZ+0YzOKogE5IkmjpCs4LP3EYZrUoRyGMhjYoON5qGm3WzPttKuX5yxWKx/47XMOu46hX/zobVm4F2sVfdv9jkPplwKVV9D55eB0P/qiChwZ8u4dbPAQE5fwZ//nU4PCO88RVGzFbmPHg18p6p6sFrVfgXUOfJklAyLR6368n3X6V0RpGzW4wlKZoVsZ4vSyBP1sEoZ1dMu4H2f/6rPNk+YiVzYj0NP1jcZqoRyC9gRrkWNE3dwExrMZJpaHA+o2QUIWXDATWzhpNZw8GtBd//gx9xdT7QLFpC2yAYBjkzWNAWatHG+607YXAsBi65pPWG/k3YZhW1tbGDeMbSUzQTxBFoGMuEr8p987AENnmDJNMZBP/jN1etxU7wFor04gv2anZNU6+F7F9gUOMNuNr5GspAGxcMacPZ8BwtwiIsWDUrno9PWac1ne84bB2+hhGVPUrZWSGWvWNSGIudRENsySmzmbbMQkcbGkMTZ0/jAtMVND6wOmi5Grdsp57gPUhmLAMxWJy6cxYB7irGOJPIakJP2+wiQxnIJdGnAXGOeZwzDytSSZSSKTlXRX9mGVdIaphEUUZmcYVqQkuiWzQc3Frx1s++dn0ZD07mNa3UPiMvf+UNupO5sS1SQVrhww/P+dPf+TpPHz41rc62kKbEPsgthobQBQ5PDhFvZMvGt8yOG9a7tdEyXEAVtuOW0zfvoS7z9OoRKDxYvIp0wvn5OR+/+zE//Na7fOP//S0ALreXnN45YUojU5nY5oGsyWyoIUN0OO+Ydx1X/SXbcYtzwkG7uHbjjGliM2y57K+4vTyhbb09RhfJMpLVNBIi1qFpaPF4zstzK8id0S2DRqREipvoz0auHmeePb3BSN+sm/XZVt4LId1PNxb70642so2efmzZfOuC115ZEY4npEuoM6oeWEtasdPpWEZw5ziZM3NzOomEutnksiML+OMF4R/8Y/R7fwJf/13az30FPTphmnZkEq0uKDKZj1tfPG8n0EhExaiL7vgW/uP3KSenlOOj6gvPRBoU8+ELni50bP7Lf46/fUx862X0cg0ZTpujeiofSTrQhhavLfUX13lJQ2FAszEHnIghgRkobkTV8iJy3YGDb3DaoJNj3BVc03Dvtds2bvixQU7EiekSRiZabEPtQkNmIqtwxB0agS3bqpo3F0bJwm7YgrcUyxKEBQ14reI8ZwwJDeyGgTZ0jCUzjSP3lsfXj0Cu9bV/VTCQw12HX4Xahi+gmTY0bMeRooUYBDSxHtYEPE3siK7hbHhC6ztOfMus6ejo0EcbNFb+Qe0aWRrJhJRM64RdTnx88YTT5jbeO0K037tLE4MONIdzpqsBVU8jC46ajkUYuRiuagHkr8s9Lx7UOA65TCiBMSnega+t+Na17EpPG1tLsXRKzC1DGay4cJ4gwqFfspRDLvNFZYp4Prx6j9XiEID5wZxbr9zii7/yJYYyoDmBOK6GS9Jkn5N2Mi2O856gnqtnW/6v/6f/G7/xP/tVfvN//escHR9x9eyS/+P/4f9MJx2t60jO3jNxHpnKxJR7tGRcn/YvE8FHordQubIZycsZy/aYIB4fWwpKF2d85Vd/hrd+7i2+/Atv/9grrRSm0hsALVtceHA2EZ36HUPu6WLDIs5shOAKt7tbbPOWs3RuRVBRNuPAkBw+2vt44VYM0jOUgc7N2SeE9vRGgGSfR2FZK9/53rvsrkbGaYQWuvuf/qB0UzTcrJsFtdOgEP4e3BNQtRSO0jZc3T3l3aueo01ifqC0xwFiqimCNucsQHSBVuYkKuhJnQFrGKG29nPJTIz4l7+IXz+HD35I+fhduHufZnnIKDtStihh7xQh4gX7+2ptThTak7uUH30XN41ViGebXwxjTTUMhOzZ/Ff/gtkvfwk5WpHPrxh2G/wPHyOvHpgWQAKNBrJa3HKhtufJZuGcLgk0dH5Gi8VURwnGulKDF1ESEqfa5XeMY+bibMNs1SE+U9TUd/toaY+r4VmBgjIw7PFVRjsUR9aBLZP1DPQFcCh7pW1MOiiu1OyJiMMsdsmm9jQEjucrxpxQgUZ/nPXxE+In7GuUax2NKIgaNGiTJmbNnDY4I/+Vwli2RN/Qhc7cIeqZu46ekXkzJ0ygT66Y/ujPCb/xNqXzpNSTsI2qobPTpgRmwUyfk+zwoqSSyJopWZnHOeNBYbdNXG0S6WlicdwZjKqZ4URovHW6so5MJAIWeb5NPZ1fsgzLT3ROlKt0QUe0nBN7yfGaaUPHUEZElc4tWLpDng9nbMaNdUOcp40NKefrMY8CqSTWm3PEqdlLfUOuCZG6WcMwQgwUr1yun1NK4ejkiOXRgnV/xTd+59vknM154V5EWn9yFVX62q0xy2KmXcx49XOv8af/7Ov85v/mNzhYHaEZxn5iuVry8tce8IPf/wHv8h4P3nxAtzR7Z9lmXHD4zhnpM3aM6i2VNGUmn0hpZOnnhGoxzW7ifLiyxEq1EcO8admOG7rYMHNzkMBAZlcGutgQsfdn1sSmXNG6hkY6ci5stj2bj0eiNpx8/oCenj73bHc3nYabdbM+09JxsrCqF+P9v/tVKYdFhI225EkZ1xOHmgi3Ij7WdrhIBQx5MiORBVE8+zjgos7irp0HMSNl9g2yPLINfnOJf/rIbqq3b9dY3cnii7E5uck73LX+gedPYHUIcxMSitu7FMwq6fffv92hh3OYCUhLeP0e0/c/on39mCTDtcBQKNfYKdugTV/hNBpUCMvMzCSi7sV1pgXw4lANCIq6THETSCGNiVSMfChiqZt24qIWHLZTiVOkROQ6tTDXQVDBlZZAtLl/UdbTpcVV10wKYSTpRKKvoGKDYvU6EF3Eu0IGcilkzXjX4J2JOq8rB83kMho4CTULXwVDab24TiLz1lgBWoZqklWCFBpf6OLMNA/qoBR8Ad59SrkaQJX2y29QjuYmhit76FMgkRirrgSBNoSKlzb40x7ipCpkNxEPPNNl4uLRFbuh5+WXbtOEGpyGkDSRirk9xAUaAq2bW7rotYcEwNG6GfbbSi0cTFy5HdaAzfhTSTShYZdsEwuusda6KNE3xLYhxJHgTBg45p5Gos31nSO4lqPlEWksDGm0BFVVFocLbt0+5Zu/921+9GfvEZtIExtmzey6YNgv71zlk5jAt6DM2hnRB5wIB8crvvrrX+WP//kf8Vv/+X+PD4HFcsGDV+/zlf/gK7zxlddYP1pz9vFz/ul/9luEmmz7xhde5f6b9zi6f0AhM0wTIc4No1aD8oZppB+GqmuxT0kqhZmLHHWHTGFiLKMBsKaBLrYVKW1NUq8BL6ECmybmfo7Hk0piux7YXoy4EJgfB5qVhYqFyTFNN3Cnm3WzPtMq+04DWG/+73OJkJvIBtBJcFeFgw7k2DY2wRnkpZoBoziCWJblHl0MUkWNhkAujOTY4E9vQ9PAow+Qq3PicoV2Hdk5kk7XKZiZXAmSZlfUyzO488AcFFI5CHgUU/ZDped5hwahSILO4+8ek7/zPlzsYKn2dbLBq9TX2OKKbUZpXAtSsJCnymagtr/rbxIRpqIEJ6hkXCy0C8/2PHN5fsXBwSGx8bZhWn/e4obVUgFNOO5q0mIV5RFQMkHbWnQYxtdhtD0vEWoSYzKZaBWT1Ru7TrZJVrS1OuM1zP2CNMLV1ZrtdkeIgZNbRwTfIEzoXyLxVdOmeIZh5PnZMw4PV8xmHXt4la8JoheXV2zXPffv3cefPYenV2jKyPGC8Ll7bPPOtm0Bp5aSOsmOrLZpO+eY+wZPIOtkZJBa1Kmli9EsIi4LeTexfrpjOJmIs3BNu8xarkdnVBdN4yIX6ZzGV7dJfWZNjSj3olAsgrtQWKcrZn5mFtAykdLEkM0x0GDOCqno89sv3WZ5uGR5vEDrOwmivY6qtKHlq197m9h1xssYR7JmVvNDPve1z/Hww4c8fXzGwWrFg6/e50s//0UWq0WlazruvHKH6D2x3Qs6hflywZd+/kvMZjMUpVu0vPWVN/nw3Q84e3JGzpk8JW7fO2HSgZN7R7z+lVdx3vHR+x/DRcF7T5omsibGPNomnnYsfQdthC7iHl8hc8fleFnx7fYIFq0lws5iSxsim8kC6XIp1hR1RktN60KvieYAagwGMzeDAuvtOZt1T5qUg6MWf5iNuKoBJ55NvOk03Kyb9ZmWZkPEinMQ/oYfi6qm3xcfYojEv743/detJrIVYRqF+PEVsxUkyTSupfUdhYQjWgEhxaJ9CzZrd9UlgZht0A1kJpw2sFqisy/h3/sefPQe7t4byGyGU2POFDG7paus+4lM4/2L57JP2cRVsZvHFV87NYZf1no9RIT45suM3/kA9zP30GMLSNqypi0d2dkmFSrato0Or1aYqGZyETI94uYWfKVianM/sr99xdZzeOrYnO14+P0nNJ+f0ZwscWrhXPWhVIGYkIDsMkEbJrG4645ZpTPa/xbNEEZOwwGS59X2lzC64sRc5gjCyMhIj3pF3USZrJhyTlmPO5btbZ49fcY3v/ktvv/DH7JaLfilX/2HvPHKq/jgEXpU87WOohQrDXKBH334ff7wX36Lf/Qb/4iD114lZVPbex94dvWIb//Zt3jvu+/xv/1f/e8I3/4Yf+sI/9IJcmvOMK3ZDBsO2wM7LYt1MqzzUdAieOdpvZEJfXFI8aYXUU+Mha60OHGE05bD1Yz3v3PG0ydX3L59RGgNSUwREiNzmVVrX0G0sJ6u+P+y96dPumXXeSf2W3s4wzvkdMe6NRdYBYAgSICkSEIMiaJEtgZ3tGxLreiOcEfbX/zB7mjZEf4j/Mn+6Aj7H3Db0ZLt7pDcbordUmviAHEACWIqoFBVt6runJnveM7Zey9/WPvNW5REsTiBYEcuRAGoqpuZ75Rnr7PW8/yeuZtxSPhMFUouiGGsvacTS2tsfcc8HhElMpaRy+m84o0TIXpEZpy0Z+Sc+exPfMY4ZZrZjturZvOQx9J1Hf/R//LfJ8x7LsOKzXDJdtqhCj/2H3yRaTKCYwyRo7jk8z/9eXvdc6ZpPT/xV38cMA5GSiMicOfeHf7n//nfrP98T9bE7KTlr/+nf9WQ32RbHTrPrqzJKfH6D7/CGz/ymq179onZzHQ0u2nHelihlSe6z4lwY4krHvnVb3L0828xpIHdtCOV6ngIyiQjRTJOPPO+oe2X9n5i5Nc0JJ59bQAG2s92tMcRXwJ5MCjW5Ud7Jsl0Jw39mWNfRrSYG8MFaNpr98R1XdcfqFKyOy//R3FOTAkuN+TvfghAuH0Dzo5g3v3hv2fwJNfzcF2Qr2/oX4NmZua/3s3Zlx3RBdMSqlEdM9AAylRH/OYJ6DDWviNZOtOnPge/9s/gt34JRHCLJeWtL5iQsFCdG0pLgGFP6h1EW2AASAU/OSew3jO9e46/c4MpD3gNpgGI0P7gKwxf+zZ+vG0WOjxH3KD4hEVrHS5YCUcwf4Sa6LMJjkzAKyR2lvDnIw32mmolZzrvuHXvmIf3H7N6tiK2ntmyA8mgVT2hRvI7iCQVaq4DDGVL547qWDojYrkNNvYdLWegIpADgUnNyeHxLOWIre6hQOMdijCVwiED6On6KTdv3uD06JR3PnyP/93/9n/P/+n//H/kzR94kyY+F0t+vFSV1+59itO/eIdbd+7w3nv3+eVf/WXeePVlfuzHvsTt45dwbzbc6e8yXVyy/NmfgmgTolwmYtNwEhZEHynFkNiTTjREzhanVUxb6pzE43xmP1wy5B1eEyE0zEOPx7QZxY/cefOEB19/xnvPHnJ6d8GNO0cE3xJpcZIBoZTEdjBQ0K4MBEk4LDb7crjgqD3GFXdlN414bna38Wr/rHUtCz9jHmes0wonnugjQR2b7TN8jFe2zClnzrojYhMYc0GzI2226Dv30Z94E1UlbSe205ZnT77O7fntiqr2tFNLK2oNaoHtuGEzbYiNMUNWwyWd71jGI9Kwg9pIppIY88Cz8oh5c2TOhwKTWpLkvlySmJjlOY1rEecJTcuUN5ZJMe0Z80QMgVvtMeuyhnlHTBFZ7Yl5zr3FPVtdFSWrcKEP7D2ojRclVOeUUVCnVWH6wNEuO0YGVpcT24vMsN6xvtwAMOjE4m7HfNHiafBuxJdAKnUFeIWZ/wSXpE/8J6/ruv5HXv+6COoPWsPjC+KzCz775g1uv3aLD99/wvmzx6yfOMbTE1j0f/Cpg1ja4n4559GHO97YLpk1PdE35DIy5xhXbExbaoyQx4FYxC6aGdgx57RqHrJ5unGkvEM+90UcETcO6Oop4bd+BdqW8MbnKJ0lBgoe2g5Z71AipW1IOeFDJKtH6GCzYnrnPuHnfoxtWRPySPTu6uIGloMhanTEg/DxwHDU2iSI2s47YxkO0Qfb10uB4nDqidJySP+0sCElU2iXDS++eY/V00v08YSfn9K6BfVH1IMfIzHXtXXQBqeOERjKnkZmJDX8tfOFhpYi9QsIRsekrXfOI4mRrW6YdAKZWXaICl4cZzMjGqJw8+4t7t55gc+Mn+Wf/OP/gYcfPeTOrRdQ3fALv/Df8K9+/TdQ4Es/+RP8+I/9GC+//Drvf+sDfvubX+WNN17j7W9/h//7f/FfcvfObX7lV36dn/vZn+fhhx/x1d/6Cp/9z/437MYd/4//4r/k69/4BtvNhpu3bvJ3//P/jHY243/4p/+Y3/ytr3D37m3+f//wv+Xv/h/+Lk8fPeKrv/1Vfud3vg7AX//rf5Uf+uEf4uRswZRWeISUI+ocqolJC23f88rnPfe/+ZhhPzCVEec8pQyMqjZBwBEk8EL3wtXaCaxBm4cZQx5wDoo4ppLofU/OCXV13aZKKhNH4ZSlP6r47cJlvmCf9ix0ebVC632DC0Iue/rY4y8Hxi//Fv5Ln+Eyn9eEx0gXOubNjPW0xmFJk1sRLtMFLyxv0uiMxkecm7NLNunwdb4/5ZEoEdWx6m7sc9p5zz4/IxAZdG/BV85w6I009juoiuZUQ+k9iZHohcb1DGWyFaAThITMW7q/8AX2/+jXaL/4FpzOyUGYykTnlxQd6mTR07memTNx5bNnay4/POfio0vu3L3D2asdD985Z1wlmiZw8sO2EkqpZdHMWDY9e3ZQnHEzxBNdYKi46U9S103DdV1XrZyzWS//kBWO5jgHzy4Hhrc/4PjGjBhb2tXEk2fnjFVF/QeuarPcO8/lRwNxcCzOAu1sZm4B1FYCatoCJ8aONKW5J9LXO2j7SzHRG2SyLwTB1jLumNC8CZdr5P3v4BxI38MLryJtj3cNxXmKOFtVqKOJHfrRJeX+Y4vO7gJhtDWAcEiHtHIEIJBzojilEUCdrUPEmh1zJdQ/L0arVBomHaAmZ066YyqF1putzPbwtps5vjVnGAamnFlfDrQn1jQcWjWtYsqrl7aOtT3BVhKSq6TF7INa6QkTo61s8FA8ijKUkSwjOCXSMKaESrb0Sol1nWI/x3uPOGF9uebx4yfM+iVPHj/h/fv3efvb7/Af/od/m81qy1e+8hXWq3/C3/nbt7m4XPH+/Q9569Of4fatu7x07x4/9aU/xxe/8OdYzjq+cf6ED588RLzjF/7RP2KcBr7wxR9msZjzjd/5Or/w3/4iP/uzf4n33n2X3/rN32I2+3H+k//kf8ELt+/w5V/6FZ49Pec//o//I7Im7t2+w/FyUQmfJh6d2LNPz7M4xBVmbctstqCMmdWjAbnVEiQw5pF9srwQVyLbssUhdL6n8S2iMOSRxEQQTyMNsa5kcDVttSK1nfirplArpbVxHW3sLVitriS06keDNLg9sJnQnBnaujIj08eGRezwpWHjN1UonE0TQCGVjJbBQGAkUp54un/GWXtKqE3g4fkPeWsaCilXDdJUEgcVkWohZ0VdwjlLif040ty0KpW86gIgRGkoBSZR3Ikj3jqjPL6kBKWczcDBjB6VUEmPhalkLnVNvhQuH9qK5vZbNzg7WqJtZnmvJY+B4D2xdWyHidg58IWxJFwVrKpdLZAiNQXzk9V103Bd1wU470haYTjliuf7Byo/axHvuLiA1fmqQqKUaUjk1Wjrixj+0BqHPGt5+uyccZc4HpQXX7nxnHh9dRYe+I4OFSM8Rpq6AlCS2kXOLmZCwRDAKkJpPa4/Q6RBzx8Ykno7wOMHsNsiqogTvCzQlPHzBh6s0Ccre/6v3CblkTEPtNJcYXAPZcJNdyWMO1hVFGosstEnq38UVa13+YeQJ3tOWVOVV1TRIIfDH9zh5VVzc1y9OB/7qe4gdK1+UkEqZwCSjJVGWV/zGuRV0CvRn693kkVtwgGZUIWbpdicpHghSkfRREnKd7/9Lm9/49usNxtef/0Vbt++w8NHD3jvvfc4Xh7z5378R9ms93z1q7/DB/c/4NGDB0zTxGazJcaOo+MTbty8wVtv/gCf+cxnePrBh+x2W3bjgKryL//lL3N0csTxyTHBB/bDnn/1a/+Kn/qpn2S92bDb7XjplRf50p//CUQsS2KYJpx3vPLia5ydnBAac+NkUXbTjiCerBNg4V+QycnEjyll3CBXkcreGeL7oB1JJT1vCg7vkDhSnurBK9VHYY6lUhQvJng9iF4Pnx2Hw3tPJJKL8SwOceVaajrlZqTsBli0JEaCmFBWiOa+SKE+B0g6Gd8BEA2MZaxJqYVUEp1rrdlxDV484uz3ZpvXqBSC9zQSruyfHy/FGqCC1tbGGk37nXPVo5OvPluCWSkzGRcDvgl2/dGCSjJxskL0DV4dU8lMJfHkySWsPKqZ9tgzv9XivZAKdIvGnEBiEd8pF0vhdBmHCXZRc+PkGo+dyr/lyfwedd00XNd1AaGNpN1gIsYpQdv8/l/0r5dzaN8ydQ08bfjO+0/QKdVD0dHsJ2sk/jBNgwgcL3jyZMXjJ1uWu4mjs47TZoZWnKzBgTCUrBowyBoHI8dp1TYUco3A9jgCoqHe7RtEiKMOTt7AbQfc06fwna8ZwvnyGa4UXAa/L7hwxP43voWbd4SXbuFeucV6+4SLcc1Jv8BJS74CRsmVRkKcSSqKSvVdAKqMTKbcl4wmQxDjKkOiri6K2ndqvSNj+/JKOsCLYxp35HHER0/bRouIPjQX9X+uNBSuVKej1BmHY69rCzqtrcPEYFRIbaB4hrKni4FAJGggM9UpCPgQiMUu2AMjUVu0jExD4Su/9lt845tf4/jWDf7O3/lbvPjSi7z9zrdZb7Z88Yd/BNXMfDHj9p1bjMPAd995/9/5cdjvR4ZhumquvvWtt7l79w6rixXiYbNZ1QbNpLDHJ0d86ad/iqQj0Xe88urLPHz0kL/39/4+f+nP/ww/8ef/HLPQk6UwlIFnu0vu9jeMMFjFl1pGdvuBi/UFPjr6fklhYjtl5k3HwveoOlIWYg4EHwk1ZwIR5s2c3X5Tezg7PqcaofbckWPvJ6h9FlAb4YupdUYdq3vIW+NQEmiDXm7R7R5un4COqNjU4uAeGmWk9/NqPLWE0paeUUcGLshqOoxM4cXFPVrf14mG0U4nGdjkDc5DJxEPTCXR+pZcJgrFPkG1IZXqXFIpxk9BCRx+BydKEdQnPJHESNJsmqPtlnh2jGsj6grTtEadpVO64glFyKPy+JuXzNuO0zdmtKeeQmIzbvEeNDsQhzolSwYtjKM1X9EbRtoWbjYhGvPEkKdPfCm6bhqu67oAN++Rzc4cAMMfsmk4lAjcOMLfOPrje4C1mjdeACCPI2+//YgvnN0FonEbcEAkscVLRRcDiYyXyVj3HC6GFiY0Uuzev+Yf4D1ZRtKkSOMId27QHC1gccMElA/vo+9/l3yxY////SXizRk+BNyTC5RLTpbHyOy2iSCLOSNyGZEQTUeA4lQY8kB2yWx5gKgQiKQ84es65vmA4Oq0p97Yk/FYnLbaGgNzVfTLjpO7Z1w+XPHOb9/n7LPH3G7vGMTJHS6X9W3Cm3qiqPVxfqL3c5s4lIlRt0QigcAuGYB7HnrjLLAHl2kk0mhEiATn8dG0JiXtWac9szinmTn+J3/rr/K/vve/4uOXXFWbYQx5QCrMJ00WTX60WHCxWv2enwPvGqR4SqUVOu/46z/7c3zqs28Sj1rwA11zzI3lzfrnHV1sWI0bjn3gZ//ST/Oln/hx3vvuB/xf/q//N77+zjf4G3/tr/Hya/cgC2Me2KaEihLUKBXeBXKExkWamWd22lhIVmjZTyMw1Y+R58gv2MqKLEqUhljmRKDBHBmHqc3AnuBaOmlBlSHvaX3PPu/wMeIkoTowZWEiG+OjNgOBAB7ECenpBWwHui/+ECU9ZdKJqRiq2XIuPCu2dDon0BLEcOkTE4HWpkY6MO9aMolBd6hao+tdYs/GHpuLJMTi0AWOZEEqmVQyJTz/bA1loHUdvZ8x5ZFtWTF3C7JmRh3w3uFZENQhziiTLYHms2+w/6XfxgfBndyGsmHeWHOzvSysHu959tETps3A6eeWzJcdKkLOoz2H8bCAtEnNJu1pfMuUR0SsARuyxWA7NyJR8U4ZxuuUy+u6rj9YHc/gfAXrHeXxOe5o9qf9iP6dlX3gfHHKh9845+i1Ft+ahsDjCGoH0AGfdNj3N5WwqGSyGjMy4Ejs6h1pIGcBmdF1ASkZSiYfBUiZLOD6E7RNjI/vM/9P/2cWI64Z1hfog/eQy3OOL5+hR0dw+x7uhZevDkTvPO7xQ/y736L93I/xYbpEojChFM1Ef3BSeLwTE8yhIMUer0q968UO7WzaCtPtm0bCKZzc7JGSmfYTfW5tweBG9nlgKhPLZk5ij6dlUhuXdxze70KqxM2OJUEbskz0YcAsl0qnpwy6ucIji0J3uSW8/67dQXtPP5+TX/0UIQbECYqQi5KmZwC42POpT73K5fkz/v7/6//D5z//OZ4+eMrb3/gWvgn8wA++xZd/6ctX73eMkaZt+OpvfoXPfPpztB30i4jrjA3xc3/lZ/gXv/ErPBvO+cKPfp7BjfRl5KhdVNy14CRy0i7IY+LDDx6Tp8QLL9zm53/+L/NLv/yrbLc7HEIjDS8s7tFKZJ02ZE3k4g3q1CpJEjkltmNH084I3rSlJVvj13vT7jTMKDpVrQ2A46y7wT6vUB3owhKvkVDppRa26tjkDdFFhmnPlCdSmSruW7nd3am6lpGhGFDL7RSfHdkJg47s0kDjPfHQGKSMi5FYE0BLUYNBeUOEd76ldQ1ZTMGyc+eEEhEnFFeYyogncNovLdUTV0PaYGQiyQBOaV1jglggOGOYrPIzQAnakdQmYz1zRnZkRkqxKUIrjomBfNwh0eN2GbdKHM2WZJ148u0Nz85XTCnRL3tEhDYuGXJBs01lMnoVWGWvtqPRlv1kTcKYE24ya2hPj1fPkCZcUV6YfXKH13XTcF3XBRADoWtI24H9astsSn/4VcL3opyQu5aPHl6yuH1E7yM+VD2DOlQSUo9gAVQjUx5w3kbFljPh60i1wanghxF97+vo4Mgbh8w6wq1jwkt30Xd+B33xddLjNeVyT/MzP8IUJrLYRVL6gLv7EgiE8iqyXqGXF+izJ+it10xU+eH7yAz09BbazpmPxiEUyQTxdveHxTYfpgfUBUQRO8xR0yRE9eCFUkWLTh3ZIBXsLgYun+7YrnZM22PcMjFqYtJE1sIu75hKovPepgMII1sCjikXCqXqHMyemRkpYlgt1EiPjkiq/w4mvGtxL36KHDyTKJODIObfP+qPmDWzur8uOClImbhz+zZf+MIX2W9G/p9/7+8TXeAHf+RzvPGpT9H1M87uHPPmp3+Ao6MF867nZ37yS/zjf/HP+Qf/8B/yY5//AndeuMtn9m9Z0/BzP88/+xf/nAcPHvJf/7//G0Ib+Atf+inKvcwrr75iY/OSOYC/vvvud/j617/JMCW8V/7av/dXuffiCyi2s4/iGXO6EohYsFlg9WxCkiM6T/Ce4gqOQOMDo2YDHVVRqwlBI8ZpSJYQKu65ZRet64vDGsH0EsEFUkk4dbS+pfEtpaSaoGnaFY9j1B0zPyN97R3KPJJv3ybnlWGUK3bZI7SuY8wZ7yM5gxYLPdvnFUfNkREUq/Ew1xWdRUtjMekoczevehr7e49jxxbN1qwH8WQyQaKJYnW4wnU3tOzcFpHGfhtF6ZlREIozd0VSYZoKuTzm9g+/Bh+ek97+AP+jr1GmzPGNBarKbjsSgmf26cggI9OUTUNRCl00p4TpjryFq/UNU044cXgn5FIYRkXjSCRQikHKQrjmNFzXdf3Byjn8rEN3A8Nqi56v4cbRH9mG+SdWNcJ7FVuePR4I4pkfN4gUSlHEa20YDv9tF2VRj5eAcwGRgJsSenmBGwZ8ymjsySGadaEoer4m7T+Atz9Axx72E27Z4e4cMY47AzCRECfEWcvklEEKwc0t0Gi3Qx9/gKhSnIf5DO1bskxE51GnTMUEaAfdwajmYAgVmHM46Ki+DzH/ZD3PqtBSqsRME0UysfPMFj27yz2L04gGO6CijzXNs0KYsKioJAOWIFEpkZgVzsnBymo/u5DIMnAl4DyoMpqe4iNjMDpG0oTTjOrE8fGS2Fg6qKKmuNcJH1tu3r7Jj/74F/n6t75J13W88anXeeHeXRKJO3fv4GPDsm+Yecebr77Ms/WP0DvHfDbjlVdfY3l6QtHM3Rdu8UM/9Dnu3z/l/PwCFx3Lk2Oc97z11pvcvXsHBMZpR3QNZ7du8OJux2a75+Roxqc/8yazRUR1wrnnuaOti1X5b+yI9ZMtQTxdbGlcoGgCiaDehLIfY5mZ1E4oVc9SKufCmJylinJhKCOhxl4rSpBgnykxtYmI2JrDNRTRKrZ0eG+f03KxQk9uIsc9WjYG9Kr5I4CxHioa29k+wx6PemMpiBh6HSEz1a85uCZMp9BIg4pNOJJWDDdKKYoWqc9bjCNCuhJ4ikh9zs9dKKXqJK5+O9UO8824o40RbpyhDy8ol3v8VtGodItIXEWmMeM6B7PEbhrxmIVURdinoVooXQWZOcQ7uiaajsgZUnszWdrorOlonK2YSnq+Wvn96rppuK7rquUWPW6YkNWW/OgcfzyH+EcgOn4PajpZ8MGTc1yA0AmxU+MbXM0YDsKyXO9AGoJGmyzkCXYD+uQxul2jIcKnfhBmM8sfePyMfP8h0zffRx5v0fKA+NJN/L0TtIyUYlbCg7jSycRQ9oy6o++O6OZ3bGf7O7+GdC1peYo7XiC9MKRLgmsQUaac2EwDJdqhMeWCd47Ge3rnTbSl7ur4EVVL8PyYoE7tBs4yD2Zw7Gf0TceDdx8x3Olo5g1diASNqHqDDtU+RLWgXpkoV1kVxgcYiUgVjdUjTTJFBuSQRaGAOKYYAWVIAwnLwiguMOU98+O+8gf2IJkpZwqWdSIx8Nqbr/CZz75FVhNsTGViN605u3GTs7OblM0Kph1nx3P+xk//NHq5Q5Yt0kZevnOTVEZKGfnUm6/x2qdeIau1OUE83jveeOM1W0qVzJh2xC7w6c+8xac/+xksW6TGbuU9pUxXNsfD1xc1m58qjNsR7z1tHfdnPdyRU++47Y7W/qFUXU2p5I2JA/pcUQYdSJoZpoHWNXjnAWeHnR5ks9k0JppwFSkuOKRATI487JAYDF2OIsWRSrFVVjHLaxGhC4aVbq5cPc8pnECVi9blmPPE0nKwJseacyEiZkcVZWQk0oBmpkpCjS6yLzsSFj0fxCNq1FAt1oyqmhCxeOM/UCyCmywMec/RvCPJhOsCLjaUhyvKi+Cc8SsmJvpZwzANpKK0PtCEBpXAs90F4iv5xNlfijBrG4pka2qSBZONKeO80jeNJamy+8TXnOum4bqu61Bdg1v0tF3LdrVludrB0ez7d00hAjGyuXHCB+st6Z0LXn3zBupMFOUJgCU8gtJKj3cz3G4yG+V7v0NpW9wbn4VPfdbyJ9KWcTynocEvW/xnXyf80Fvw3W+QXngJaRqzEZaREKhD3QbVwqR7wzVJjwNS2TKidJ/7UfzFyPj2++h+g3vzNhfTimU8Bq1YX98wlYLKxD6NtL6l9QZ/0qJXXIjDqBsgI3XcXe+LBUvG9MAMRCamb09IE3BegUQSw/d6bZhIeMzK5/TUdBLiKyYrURjo3LEFRqkFSzX0WKplw549iYGkA7kMNKFDNdjOXJUWT8pjJQZOTIy0rqENlpq5GjaMeUSbDl/mXA7byoKq04g0UlBa39HGJbIf2P+j/55UZjS3Cl72iPO4n/zLrKYV3jnO9xdcDltu9rcJrWcaTYdRNDPmCS8d2/HSnk9V06eSjNQpB5Ogjdm70JA0I+qIOFKGW6/d4qNvf8iwH1lob4wEwPtMDDVDRDOirQ2OSmIsOzZ6iQSlyTPmbklRx8VwwSpf0rqWoezxEogS2bEleFfXRB7BMaWRfRpsNB/mtFsl/8bbyOMN8Ufe4GKh7IcLZnHGLCwRClFqTgstlEKPTRUmnRgYaHgudrZ3PBlbgjkez1QXUL4ekzYpsPVKoKGXjn0zcCSxhnxBrHqiUXemKaBnyDtCnlkzJQWP0OgMEcda16QyUIrS+BafWzZ5x+z2kjb0jN94B3n5LTarLc+eXDCWPcs3T+k5RnNtfkTofCQ4x2ba0bme6ARcQbKxHkfZUYpZLBvvKeJZb/d0MmMWMXz4J6zrpuG6rutjJYse/9od+O132Lx7n+6VFwjHy8pc+D6tEEji2evATlcU9ngahD0ef3Vx7JoZ8tXfhItz5OQm/ORfIblCLgnKgBTIWWj8c4BO1gmXC+OLN8huTyhTzS7MHCybYPYtzxKVkax79mwJBGYyh5zxZzPkNwfLjaClkZYxDyz8gj5CipbeJ8xYxNF23eLZlkTOCefV9AfiqFZ9PO4KlK1AJz1OlCsyRBWrPXvnkvkrjravNklnF0hfLKZ5p1tK2dGGIwJm0PAEGu3ZjkbKE6cEcXQS7QIrhaIjUAgSaYIJyboQYVK2acDT24FV75adBrw4Rk04CSzbHjDR4ETi0f4hIHgXcXimNOKJaOe4uP+ID379a/zO0w+RpuUHF5/m5bDgxmh3iJfTGimWJfHy8gQB1sOexpuuIpXEZtxx1gUuxw2Nj/TBPhf7MkI2d0VwjqbyDGykbmmUpmgIdLOOyWWePlmRC9x57QZjtZyOuaAKwTcgFg9eN/ZGZZQ56g1qJCjLuKQNHR9s36f1DbPgiN4baAvl2fCY1jUsolk7EwVNjdkIU4Ex0f6tv0guE03eI3mCIoQopGITNpsWTL8LkxzweOmfN5tQrZiRMe0JfQTxNMWjJaIZNn5X/5wQ8HRi71tLRKmCSE20roGitEQKMAGelq4xzcOUBQp0bctGd7S+BZ1IUrjdnZL9xDiONH1PnHnK+ZouLPCLQhc61u/vuf9PLnnjLyxYTRsu9iumPNGGhntHdzibH5kbqP5O4mEoO1vR4Gm9o5u3bMuWU3+HxjeowjZdEyGv67r+UCVOoGuZ3bvJ7sETpg+fwlQId8/+tB/a710iDCFwqYmn55f0Z0pPpJFoqmqFLszgq7+Jtj28cZuyWDIx2V0xCVFnsbrOLrNQSJIpUoja2J65DHWT623CIGZbrMtni2DWBlKi8Q5Xd8CNCKkI4Y2b6MWe/PX7NK8vWI0b2m5ECDgCrcVqskuQTLJBFExwh4kcs5ari70NvMfqkTfxnK+R3fZ8PCFEmt6mFkHqDgPA1d01gmblfL/jXlxUt71J9XydLolTvNjwulAIdGRGptFg2DGaKA6wFUMItK5jnweGcc1RtyBIBJ14ul0RvCc0/iqSWVWZ0kjne6KPgGOfBpLaiqQHVtPAh9OGv/E//duIc/zmb/4a93XP6Z0zePA+pzeO2CeL7d7mxKLpGaeRzoVqYRWiDxSXOGqW+Lq9mkri6faSznUMZaCLDYv43Dlkk5xMyQUfI7tpy93XbjFcDIyrkQ+/9pijOwuOTo1PkYulRW7yFnwmuQGbzMwI9FxMF3gxvHjwAYen8Q3RRVJJXORzTpqbDMUO6aI2To9NYBi3LP2SZp2QpwMyn5FrwEcjDbESQkUDAYMgCRBcvBJiHnIrkib6MP/Yr5CJaXs/Y1OeEKUzl4gkOtfT6Ow5UEyLrdC80SsnJnKxRNRcMhODrXOwz+I8nDLlLcEFYrCVzT4nsowEibSuoREFn23i4oSkewYpuJM5+vUP8K8ececHzmiPAk8/WDHmkdZ7ZrFhEAsBG2VLyhZCJUAq5QogJdlWPw6Hk5ZF9GSZ2OpI0sJO15/4cnPdNFzXdX28RBDv8GdHtJsdaTeSzle44HGnC1sUfh+uKkoMjCmwfpJoTqD4hJOeIBEVscnDekU5OqEcLcnBMeXBdAniryYLXgSchxoLjbrKjLLoa612REcgq1H8BA50XBvRumiwKTkI3zKUhDtboruEfnhO/+ZdCnYYw+Ge0P47uoCqWOKjg6KTcRY47MftAICryyBF4dl4wTzMaL3FL2fJaCmM0wREnLP1hj03d7WzNgCPmLvExSpwN9FY0oSvPIikDsWQyKkoRQXqekSKt8eK4sWmIpqV6FooHvEmWPO+MigO79tBL4DQhd727cWSClSKHa77TNkODFq4c9c4HSkVBh9wyzN0dY7cPKH1Hb6K9FLJzGJDcPbeehfooj0v7w7R1pmpjPShp/XmOPDiKXUVA1xFfQcX8BppfEK7gpOWLkZ2FyMXD1eMm4AEiF1gdrOncaFaPSsa+ooUOZogtmpJsiZSThyitqcyAk+hOg9A2ZYNLZ4udDjv0E7IncAwIc6RdaxCVbn6PuZ+sWnDQa9wKCceY7XqlVjSPsXGFaHYSs9hgsukySSyIlUeq2zLjg4LRNuXiaJqwl5ypZhSc1bsuTeutc+cZookBKFlbvLe+vmCQiuNkc9EKTMhfuo26e0HNC/foJ13xMWW4pR9GmmiwzlP9Adsu32mRcUeq2DC1tKSVclVx2NAN0OjZ63pvn+AS9p103Bd1/Wvlwgya2nOjimPz9HdSHr4jBA8spxh16Lvs8YhBnKJbM+F0wLZW6SSiDeXwDihoaG0kRzERuuVVucwup46g996iRh/QHBq3UA+HOpiKnALbTrkBVAPgRqF7V0NdKoHOsXcE32DdibRjJeZxekSLZaBcWgwrGnwpGKuilIstjgGO/xEC0lHQ+QqV01H0cx63NDQE8SEjYmE7x2bzZ7j3IH4K+Hk4QJrywyl9Q2pTCZ6w9YzRQ9TF0hM9bkYwe9wJymHLAFtD9uQK/mp4mhCU8FBBeegaxpS1ivUtSqkYk2M9w41DynRNfggxMkTn+xoLgf6EHn40BIPRaCZL2FxQlk/o6jYBANP1sxUBuahq84A43c479AMuRRUPEXt383jjMZ7vDu8lsrh023/X2hcQHC0IbLLO2IX6foZTRj46INHbC6Mo9DNG85uHtG4wJSf6wGciqVq1ieedGLMFjOdNVHU1haoYzOtiD6y8L3JUXVPpKHzC4pPpEWEyeN2Ay54pmSWQ9QRxD5vZvn0HJqBj0doO/E45w9e5N/1a5Qtd92EoM7WJEMZ8TIBzpwO1TFkr/PehJA4ogRrMv3BPmw1lR2t641oCogUGomA55BEKxU3HSpvIZPRzsGrJ5SvvI9s7DmmVJg0k8ZCiBYS1ohZh50GRCAQ7fMrhcIExZN0RF2N8Aac2u/HAaHeSvuJLzXXTcN1Xde/rUTg9gmdKtOTS/brLfk7H9J9+mW0jRbwdPhz3ydlO1SHGxuKT+wZgIaOhnL/W8jJDXIb0IpfdkSaqtU4KNqRhBbLVThYDc2aqAw6XgGjJkY6lqZqz3aAT3li1tiF9hCeJXjc1XU5428fg2vY/ne/SvcffIniyvM776vX0vj9dpgGWrcgMdCIB3WMeWTCmgpHqkmBkeN2yTIuSJIYc0IFbn/2Bt/68ofktCQXQ09nJjJNnVY4Wh/xveCLLSZ8vassfs/Mm/CxrSRNQdnKOT5YkyFAQ0MIHhuKW1OlFLOOemU7TbQS6F0kSkMbDlY8+3lRAqOMbMYtQRuiRLoQOenuUN57n/TOA07GgTdObvEP/sF/BcArr7zE6a1bjE1Lunkb5wIqY22IzCIIVAHnIRPBsjKmlPDi8M7TSsMqbXBUj3/9GrwdcLtpMJBQaMllhweiRIRgS6GjhldObxNC4P47j1lfbtFS2KeMr+RFJ+BjhAyLsKw5Dlsup0uz/IWOo7ik8S2osM8bY3Xgic5gUY3zpFzYywp1nU3EgjNuQrGplGgG72rCJNWWa8mZk06IGEVS7IWpq7X6+a9Tj3XeMqZM0zYULeaE8SaRTFVH43AsZUFxhvtqXUNDS+MaNnlNKDNUCpPbMeiabVHaPGfmFjSuMyqreLZ6gSs2bSpApGMqA0mn6gYqbMua5VuvMnz9XfYnPaOziVW76/DzQmi50i2NecA1jkYiWmDIA55ocDNJ9vuoAVyuyHZHKx2d9DThGiN9Xdf1x1O3T4izDv/onPWjZ0xf+Tbzs2P86cIokvGT59D/iZf3lH7BUNbMZMFMehppCBn49lfhZ/46xWVKmQiiFEmgFrfr5JDH57HkBKPmCQXnYVSlcS17tRCdCOxZUTJ2IXSR6FqKAi7XlYGyZ6gmRiCbSK457vF3bpB++Zs0P/IaHHXkPFRoksV/ND7QhWg7Y8147SyFEmEWzniwechQBsY00IeOu8ubNAjFJ6QkIpBS4KO3n9KpEF0gSEDUMgA8YiFBYgI4ssdka8aMcHiCa8hkPLNqGrSGw9MQsItzYmLPmkCkYw4URgYGHUEDR64nNK3Z6lRwkjhMLyw0yBMlkkti2cxYD1tSKRz5Y/b/+Mu4fSK82HOy6JiTWXzhp4mhASmmA6AQZmeUGuKVsWYvek/KmeCf3/F6sQTR4Dy+gpKmVJg3M5yaZsQSUw1i5MUzbzobnKs5MNb7gUUzN7ZFHgmuZZvW9DiiNLAb+MavfMiUjELYzzqWZ0tO7p1wOVxw1p6iKrR0LKXwdPeUo2Z5tQbp/ZzjcMS27O2uHVcBUAGRyaZfRchpj+wHmp2Cc2QgUZD62uYyEV1LEJv5lJLo/EGr8W9zCtiE7cgvGHwk+T3Upjll2MslQVtaN0NxZhHOMG9nBNfgnHAIomppGXRHzplJC94JAxuk2m6tETphxpw9OzQp0zSw2q+Ztz2rJyPDaqQMSuMj5YUTHv/2O+R9T3z5iNd+5IXqVPEUJnJRJoXWzwBln0dW+w3rccPN5RHQctSeGlq+PA+Qa13LIZrNbjA+WV03Ddd1Xf+uEoF5i8QbLBYdwwdP2F+u0dUG10RmN47gxhGEcKXW/9Oq4hxDExk/BP96g29a/NOn8K2vIjdfQIaJ2AWyC7VZAMRS/0QFL8KYJoTAtoyIFIIXRCfInqzmPffqkJqK56KzzADdMLCjoaelxTvDPnv1V3ZF+3FK6TPxxz9F+rXvsP9nX8Udz/Ev3aR55QY5b20ZUrMwisJed2i2OyxXd9hNaBnGgZPulN63TNksf1EFlcDFsw2PvvuMNGaWJ6cE31adQmKX9kjYMnNzKuqhiuWMUBnEhJm5XkjrsQP1UJC6rvEi7MfEerPl9uIW5+Oavm1wEojFRsW24jDdBFX/kdWsns4HgussqngKaIj0YWQadrjVGr3cEf/CjyAP3ybnwvjSK3R5omtnbIcNu7xj0D196PGobXnEhHbPhi24zJGcVHBSJpcJnOLVk3MhF0tXbLTFe1trqFbehVhK45QTQzHdQSsNs6bDOa6EotYcOMTBjXsLTm/PUTU7KXjypbJdDzz4rW/hX8rMmh5QkEwTGl5evMp22tBKSyt2yAue3rUg3VX2iCDgsDvzVCjFM/Uz8n4g9QaEclIYy8h+2tH7jkNzoMCge7wGgkQOwLOPl71uShJLayk1jVMBjxDdAptnmXiTkAiNR0UQyRRVpjJdTaRWw5qdbgjx+Y+yWZQ1kJe7Z6ze3zHkiTxlymQBbedlTdd1xsSYJi5WKzabLS+8fEZc7ZAne9y9M7RpgZH9mFGZcEHJBZrSozrRhtY0Kt6mLmMaTOugtgbDmQrEVfgUH9N8/H513TRc13X9fuUc0kbkeEEUoWz25M2eMozsH1/Adk+zmOHmHfQN+D8le6YIJQSmC4cvDV4aZHaEu/cqJYN88F38vZer6ryCiii2a8aDelQSOdtdJ2LQniIFL00VD5rQ67Ce8Xj7e9SU6YwENdmZw1DCpTIAD3RNpVBaxb1+C78+QXcj5cEF5dE54fUz3NGM7LTifs3qdxWWqQrFYn/N0ZEZZDT1fGVS2EMXnATaNrC82xCaOramJTkLtB7yBKXgJTDzTV0+QNFkK4aamWBaD3sOofr3CxnvPF1swM1xznbgQYxZUXQiemM+OHFXrg2j/0EbZpQPL0mPP7SLeVXVS0qENFHKRPNDbyDHM3hkDZQ0HW5MBIEgjn3OlrPgIklt8hB3e9wwMo89pWsR8ZS6mhhyJgSx5yUGcEJNjCooXnxtJG37rwVjZxQlulgPZqmJqYqFnuW6koEQHDEKqo69jxTFNCIe9o8800ViN9/SOHP1tGLroT7MOKCksyqqY0VG22fP1DR1NSC2GlSPfU5nDcpoKZkqiEKUcHUHrTX+3LvALu3M1un+zengYaUkTpASEQYOEl1QIpFdHvAuGZBMRrJAxwJXdSS5QB8iFJj7pTFD3MSkU00LDdZ6jomn91e0XUcfXD3MITMxpcysaykUphJZpo6Ap2la4sUc2U6Ubz4iBY+XTH/vlLRoGMrWfufkEOBmTo9CJvoGwV05pQqY9Vjt8zOkkfPdxSe+zFw3Ddd1XZ+kRKCNhFsn0O/IXUNabcn7kfz0ErefcMOILGf4WQdN+N7rHUTAOfYjXDzak5eOvm9o770Kl2v0m7+G3LgFi+dWMwuEsv26Ym6AA4tPTbVlTYM/qLGfi+QOMcAHPYSTGkN5RWk0mubB5VjsG5rNkRF3d4knUh5fku8/pjzdoh8GZBDcUUtpAxycEmJfb2I6CM5yCZJOJM14LQypMDnzyjddZHk6Z7camJ9Eoq95GyK0vmEsFiBFFXoetAA2T7CJgzUfjiGP4A55GNZ8FBLiDLPcxEDWQhMNTpQrHVOcrQs+fl97SGjk8R4eXJKfXSJekL5BU4ZkxEvfBuSNO7bbRhExKqFz5kDwzsR2Y40yHcpEaBqkCGFMNLsVWRaUNqLeBIFJD8LE+l45QUv+GPbZmZJfLVthzIlSFCeexkVCzSxRMedFKsmASNU1kwsUMfGocxZb7XuhKULzJOKTNyaIa/A1PXTSZIdabfQKhX3eohiV1F44qf8B5wIhNBAKwzShTUCS0TUPwKrGt7UFkfrpLDTSsNP9FcpZUUqxpvngHrpq7A7NSbUrHr4i56ryMRQpSU3saw4a6mtrvox5mKPSk3Vkr8ZLyZqZ0kRaJfbnI8dvHRE6E7CKOOOblInONWQtdDWHww73jHYzmosJPnoC+4RsB2K/xIWO3FbAlGQUS/ZElKLWtDqxKVvRbMmfaq/BPg3s0p51urZcXtd1/cnVoscvevytE1jv2L/7gHE3UDY7/JNL5nfO0Nsn4Mz69L1sHhTYTIWvfOV9zhYdt+8eceeNE2a3blK+48llNMJhHbWb7vswgB9BJoKL7Ma676+YaC+mFjdkoV1KgxOymOfd7t3N2hkl4sTww0VtUpA4BD15nAQgU8qeonvkLBBuvIKnY/8LvwrffYL/gRcIb9y2xoNS7Z0OqXa94G09IM5ijYcp83h7CcALi1vMj3pi9Hzn11e0dGbFk0wh4xS0CDM/J1Zb36g7nA+UMuFcqAyDDZ6G1XZPG4PlAlAs6OegxFdBcYwMdbedCXiCmzEw2HyiHoiiAmqKiP2Xf4NwdkT8/CuUmwYKCtXRACbgG6c1IfR8fG7lnGM97piFnkU7p/UNqCOXDMXB4hR1Dfzav8QfHeHvvgonp0xtgFzIuRAlE1yFLEkikWvmhrk8Uk4ED/s82irCV3cNhcCczGDR4Xkk+Yl5XKLF9BGFAk5NAuuEiYFdGtnvBm6c3aINh0PdMZWE98HgRK7FiyOViVVaMeSRk+bUUMvYAZc0mQiz/l5JUkoecSoWllUPWXstHaLmqrF47kiMEaluGxVlLAN73TF3C4IPNmEpdncenFmVrQFuGHhm+iAaAp65OLJCqg6b4Bwz15kzxhVb4akn0DOXhoE947Rjfz4yPsm0s0ic2c8xiiZABLdjIlIHJORsotGH62ec9iccv3BMfPlVIi36jQ9JHz5B9j3zz97FlcQ6bQ1brUqUFtSsq4PuDNKVCyMjOSQOcS+xEeZ9wyet66bhuq7rD1tO4GhG+0Ov055vSE8vmS7WXL73gPjwGe3tU+RkAbNPbmf6I5cIu5fvAnCxG9g8u+T9X/waf+6vfI78xlvQRSRPeLEYaZItigugxRFDgwvCTHui8zTekwwOzbNph3dC60ydndRXYI5d4WJ1IxxGw3ZU+jq+nZhyJojQ+ispIGD43UlHBrY0P//DyKNzpq9/QHr7A/q/+EMwP8KXiaSWQOhqmzMLofL1M40bWYQzJuzu31WGwpRGdpcj7bKBUBs4BRfU6OCqlFLQ7LgYt8yiJTh6AhFPAm7NusqHAHB2qFSnxKSFkiEXs2KKxw6uOoWZia/K+Ba/Suz+5Vcpmy3tD70B945JC8cwXtKFln3OdgiJEJ1jKBkvc64AGMWas0U4ZpvXBkZyPavxkta35DIxjoJ2c/iZv2F3vr/0C7j0MvGV15jL3OBc2eyguMKkifWw4bhdmqNCHC5ENmmHeLt7PjAtcgFxlrvhXCRSaFxHLqApV4GlY9Adq3LJiTvD4cgR5gvl0bsP+MyNzxBDOLz1ABVoZa+ud5GzeFb/v2fSiX3es087FmHOJBPNkAjDgDYOJ4F9sbtkL44x7/EeBga8NgRpiS6QcjFyZG1OpIiFtuUD/dREj1EanBSUkYJjIrPlgX0avFJ0IGugcV2djmSS7pkyBDo6WpJuUXV1zlEY2DIxsH8w8fSjSzbbNS++dQ+RhpERGO23RBt6OWKb10wMV2LXsYyczU+IwZFlZ4TWsqX79G30ly6RTSJKz6U+JLsRysHjpHR0TEykklkNWy53W8Y08uLNM5wzpoqIsK1wsk9S103DdV3XH7auxH3A8Yyw6AjjGfr0kvWHj0kfPCI+vSQuZzaV6Js/+anDx77/1LUkf8IQIv/8F77GCz/Yc+fWKX0MJIXghMY1HAAzBEUcjDnRBnNUZIVEopHALHQ26kRQX3UQUCE8wqijKbIlXKGeHYKWhs55Gm/TjazKkPZV8R0P57hFCqeBeLak+fG30Kcbtv/ktw1O5R3hsy8hL56SJrOHeQBNINYo4CJBzeOei+GPF8dLnjy85FZ7RIxmt/NS/RNqdD8RoYmOGQ5XJytZqy8f8PQ4M66h6tjlAfUjTnx93TIzWqZkiZljKdZUZWUxa+hkRvra++zf/YjmrZfwL51V18We3TCwG0fuLlq76yyZVApjNk2Gy6M1IM7jNeCKZ8pTRYMLQx64TJcc+yWNa5jKyGq3YrfZ8er8dcILL1Omgen+d9idHeHx9H5hIsiS8RIITutO3rQcBUE0sktboodWPY00eDxIpjAalEmFnhal4HwAB1lGxryncdHw0bIguDljuGB5bCutg+jQYtEPlsfnCgLvY21VLCRq5nsaH5nySO9mNDkgg9FJ8eBzQCosakTZ5YHOm3PIS7TsDAGcksbCZrNhu9qhKLdeOq7BVVI1OTsIwi7vSGVCFRpmbPKaGCYTRmqkx+Ek40tDIx3gUHVMTEQ1sWchU2QiOAeblmmzpZt3HL+4YHmrYVPOEYlEsaZ80J3FWYsnyhxE2Zdd1YAYhXUsihAYk+LZ0r58C/d4y/Qvvkb4qRfQsYCaKBRnwWhgegkRA1AV59luC31v4CoKtqr7hHXdNFzXdf1xlHMmDvQOuXFEFz1ysSHvR4ZnK2Q/0h7NkLMlEoORJf/EH5OgMaBHC3ZeePpgTXp6zvHxjJO7S0IPRcaDgsFEceqrf93WCQpXoJpQw5wSdldJjQ62mOHEqANRGyY1eM/BgibiaVxjI1vMUaCqFJ1Yp6l+b4eESiQUgcbBaUv4wZfte6w25AfPkNWO+PoL0MarREatNsGDmM0dbAoKw26PSE/WTKTGgsvHXv9qnyhIXS3YJMEuzWapNMKfWg4DI8E5nHTV/644Ak4d0VdwErYX7+McuX/O9OB9pO2IP/Q6ehzIrZEqQ/E0Etj7kSlPeBctJEmMirlNe+I20YggwaBYoU4CKPYaOueYxxlLf4R3Nv2Q4PDZ8XR4zMnJGZonRhKpZGKI7POuAr3qZzYpU0r2XOq0AfHMY4tlilizkjEBHeKu5g9DsnArJ3oVZd1Iy44Nk+wJNPiuZXmn59H9DR+995DF6YJ+3tJEwzrbmsSa3aLmgEACornu4z0RszWG2FI+ekJ5+Az/+ddJOoErxmrQgybB3C9FQTXhnAHOUkmcP7pk3Bph1LvAo4+ecnbrmKZtyFPm2eNLxjEjMSMzhQhcKvu+4I6EVlqidERxZDVRpAldK8FULBOVagK1/w1szkdc6+i6hu4k4rxHGVBGEhnFVUOvsTTIVUosjomRYco0NdHSic1Gdrohnh3htoly/xGNa3k6PDWQmDdDl7jK1RCI0TOXhk4DwZlGqdRm4ZoIeV3X9adVzkHf0jTBfmtXW8p2j252TONE00ZoogVgNd+D5sE5aB20J2weFMaVqaXV7Ti91RD7w2C42tqq88F0C1JV9R87YKtw8iAQy5jdLFd3QSkFFePvF7K5BcgU7SofwUR5znkiSs5VfU8iFIfzLbkUijhc43AvHZsD4cKj75/D5Q798Bz1DhYBN28gtnV5oOQ82HQjQxkgT5nZssHHgNOAmwR9cmlXUzB7iAOZBUITiKHB4pmMGil6IAlSR0oWOW3QK6miUciSaVyHd0LZj8h2JOwz+mSFjgl35wT34jFT3qF5rBMPR3QNXcjWgNRIa8ScLeIcPH0K3qNtZ5oSauBn5RqIGsipdb09FhFaJ7Su5fHwmG3TQIhkdXiMvbApGxrXGPFQJnJJZC14H3De6IIHEWgg4jReyQpzwYBcWiw5swzWbDjTegRxRDoG9tThPT5EZsuO2XLO9tmeki9J+475ck43b+tHqy7xpSBSUJfrJ/LjIsgGV4S02pI2G+Rzr7J+fIlvIVTLsyroKEj/PILbyKEeAaZhIo2JtvM0i8Dlswt8ELrYopOyerIlp4I4cEvB9w7ZwrDLhCT4YH/ltpCd4kIhjZmcq+Eow6AJJfE8Oq2wudjjjqBZekLrqqDY1T9TqlSoTrM4iIbLldjYBJuh2oHtvZ90pLQeba2B95MyHSZIVRcTcHjvzVXka5bIxwSfNj17bon+JHXdNFzXdf1xl4g1DDePiUcz4mZPfnzJ9nJNc75BnUAT0OM5rmupSTh/4g9runPGtBsYVls2371A9IiTu9EOzToWVUcFBQWcq8eiVmAOyRC8EgxDqxUDVR0VnZhHfarkyIOmIevALq+rpc9siZ3raH1H5ws73TKULSkPeBcoJAubEhMmjjrhjiLNG7dxj3aM33iXvN7RvHaT8Mo95HiJQ9GSiL6gUhjHzHBZiLHh5O6MJvT4QZBnO/ZfeRcO9vSckeiIL5zQ3r5lCZPOkWUi+4LLJmhTKYi4q+jjgYFWGowBMFJIhGRsPtYT5f6K9OE5evuM+IU30F6Y0vrqGLFBiIUsL8LSxIW5XDlQxjIyb45pHn8DuXWPabFkUuNGZN0iNJWBUUglXwkFiwkWaHxLlIZnw1O8BDpfGQt1zF2ckCUxsjcTXp6qIyPUCcvAUCa8zHDVceFx7NlS8sBUhppKqgzTDt8IczfD1WCqngSlOlPERHn3XrrLQ33Ksw8es3u6Jd8VunlXXxA7JBGl875qQhySHWQTw4p49HJvU5amYbPa8fC7j2nPAvPjObGNZsE9T/SN4r2j5EzKA7GJdL5jPlsyyERoHct7LeOu5fzBJT6bVqcI9IuWzXpL2Thc8YS5UO5n9pee0k6MLYRZQ+yU0o1s1wPjPpvDZd9S8sCoFqRlUfHCdr1nfqNBGl8XFxlHRNTcG746VxTFESmuwsQk4Yqnbz2xOm+0COI8QSOUDEHwixnu2Za2j0zZLie+yjYDsbpibGkicsjmCCaV0ecKo09S103DdV3Xn2Q1NlnwJwuW24Hy4RP2FxvSmJD7juVLt+D2KeoO7rI/4eahb8khsO0a3v7uBe2Hyrxz9E2kbVpCZ06K7jQi3YS6iVY6Wmnt0NcAKgyM7NkA1AugIzDDu8B6fGSMe2dgJ6MqeoY8gIw0LhlwqCq7e3pa32OJzMKm7OxOVYVAw5wlaEZagZfmuJc+Q4wz9HfeYf/lr1Eud3abNxX6n34L7pyxS8Juu6E/WvLhty445YLm0QVhOzL7uR+HuY3bXVbY7Ji+/T7DV78Nzzb4GwvCK7fwr91hk5/SNoFUMqlM1Y4JHR1eG5w6GpnThDnrf/Fl0oMLpG0IL91i9je/RCmZlLdoNpqlkRDsIm3iyue75OA9WtR28Diai42p92c9bt4R8p5kUgCKWiR4UttbTzoxZcvk8M6zT1ua0PDh5X3mTc+sOSX6BsVzoz2zrykJVzqOY8fkBlCHZkcSZT8Zwru4keIhSKTYU2ciM2GThlisgckibIuSRVn6BbHcYJPWNK4hSnNldbz10jHTtCcn5fiWJa2qKiF7nAfxFkzuEXLKRveq5ZuW4Td/G392jL7+Mh99531OXzzl4qML0uUK54T9ZiRd7mj7SBTH5mLD08fnvPzqCyxunhg/Ywand4/ovGf+A8dkrGl2zqEpMbIhkWwlgmOn5/g7I0fuBIaecaVsnm549v5ztkGIkdmiJywcvcyZWs80ZPIq4efCbjXU99xyK6ACsrzRnzKKK5FBNva8BcRZMz4lJTbKqBNFhVY6PJlNWeOzxy1ampdusf+t+yy/9BLbeGlrGxKKZ2A4DAgRV6ql1jMVE1o2VQz5Seu6abiu6/pe1axFXn+BfrUlna/YPz1n9f5D4qMLmtsnyPEc+u+B0yI4ynLGdt6zE+ViOyDDhGwTdJE4FfoH5xzdUBa3hU2zofUNM5YWL42JIz0Ns7rbH3Vkoyt82VtKJYddqSGDDxfKooUxj/iwgwINLYFgd9jqcaIsZXF1lGaFddrQhQYvUs2hic3uEeW1BeHVJVEiQVq88+x+8TeRd8/J3pM3I49/+13uvnaLtRM4nuN/4BZ5t6JpjLhQ1KGNoG+9iMqelgX5N98hffcJ/SsvEHzDmC2EW4DWdcYaAKLv4PGW8ZvvsX58TvP6i4QvfBpmllswDfs69rX9d2G6yoQAx5Qm9nlg1InTdgnAWDIi0QKOvvFPSZ/7InQBdMSJMI0Dwfka0CREPHO/pJBwXgg1HWEk0/uez578ILgJccU0CHnEeceQElO23X7beIJfoqUGGOHpfIt3DUUTU5kYGGlcAyXRS4cI7CThmmNmoWGckjUs3tYCo1xa3sGVZdK0MGUn5KSIc7gmojpSSkKdsNsmLs/XXDy4RIAbt45YnCxpZhEU/C4hRXl2ccklGRHh1os3uXjnMZOH9rjn5N4Jj/PAsJ+4XO3xLvLypz7Fu7/xDU5fnshlYnbUEV1jwVSYH0ZVyVlxgUo/3RmLA0dGaXVBIx2+begbz/K04UY+Yr/fWLpn09DHrnb+Nq0SLZQyscsDw2UDe9BGYOlQEgN7Jh3t9TmsCNThYqn2XONiLNuewmjvjFruR4wtIe0ZNRN7ob95RPnFX+fkL36Boon1sGJImRR3dO6o4svrJ6/amB2OpANJubK2fqLLxye/0lzXdV3XH7oOTgsvxnloI/3xHB5dsr9ckx88JVxsCPMOf/MY2vgnN3U4fN8a06xdaxMRVXCO0inTFNBhgzzZsrznGfNIcStaWkJV0lsotLsCD0Us5c+JY9QBUUcncxrn2JUBV1HFhcJYBqI0TGKK9KgRJ5mitkl3SN3vTnQhIhziswwOFX0wyFBNhEASyWX40VeRJztm+4zrO+JPv8XNl24gCruU2YwTD95/wivL2zYO1mLp3974Ck5AXrmFPlox/vq3iV98DVe2uEpBFBU8LTF0TF97Hy73+KMF4VP3kEVLboUig2kSVNnriMPbGkAnvEQTIWKThYhnN+x5tltx2i8IPsIw4S6ewPENSmxMy5Btw5/FHicuk4uS1XgTh+hw8/wr4AheySUjzuyLqCc6cBopeaQUsWyDYve/XhxOlKwjm7xhUQV+FghmhE6HxTE7dQQX6UPPVNSkhxIIGpnUuBrBddhddK7GW8eDDx6yfbYChIcCN+/dYP1soJkXxv3A+smGGB3zOx2XT9akAmexoWkD49ff4yI27NtI23XceOGMgHDjtbv46Gj6AF5I08Tq6SVN19IeRdxi4u6bt9htJ2Y3OubLRYUpTRxgTEgBlwBP1sKUJ3MxOFs5FTcAAa0aJOeU4IWjuABXrqBduSR8MHRz0olJdrSxwc+E7cWeaXTMSkvbd2S/Y5wMnBZ9oJOeUYYqswm1qVVSGeibY+Kg+PUOuXxC2nfcePM2TAofXrL/zju4G0dMX3sP/1Kk63qCHyiSSbpDtFyBsrQcgFXZ3D/AVJ43Fb9fXTcN13Vd3+sKHhc8rrU7qBAcuhvQ/cA0jGRVmqO5WTSD/5MXSwbPlWkeG54X7xh2A/uVME8C7nkktSNU/UIlF4jgqJkU4lDD0+CxyF0PRGdxxaqlui0KUVqep2ias2LKSloPjLsJRFne7nHO1cRLgwaJmMsia2EqdqfmnQN1lJst2SXc3tFJ4LQ7xvcdzjnc5Y6yG+pu1/btBRvXKiYeK0zIcQdjJn3tCc35gC4Eqi2PSSnvPaGEhvLoAtc0yN1j9OYCpVDKiGolSgITE1kPd5Qfi5zG7iyji7SuYZcHLI65QdKAnD8h332ZIoWUp7qG0CroCyATKolDbIBzQDGgVqbgnWfUPRfDillomTdzHJYXkUtV6IsQnBEsURPjmZxUCa42fni8WC4J6ilarmyrseo87Lh0RG3wGiha8HVnniuBMB8i2oOjm3WM+4FnD5/RtA1jGhnTyLQfySlzfPeY+UnHtC2M48jFkwvObt3g6Xfvsz05ozlesDidMT/pQWFxc4H34DwkycxvzlCZ6BcN7cKjYWR+e0Z6tiYuHNIWJrX0TgtIyyBGk0ylgNja7KDvMOFp4jmnzRIxJxnpfG+fCwyfnSWBSk12vWJJ0p+0ODzTkNg/TaRYiHdc5TOYtsWpr9oOufpaR8C5hvbJBWFU3FTQQcgPVoSmgaSU/Ug56gh3z0gfPCae3sb1PSk2JB3I+TkGHWAimUvp6p/J9Xriuq7rz0Q5B2dHdMsZPFuTLtbsV1v0wyeE7QA3ljDvcE383udZeE/ShnFqmfaZOLNxqdZMCk+DSOJwcQNABE/EaaaRWYUFmcPAwE8WOe0r0InizOpXaX6g7KfC+uGOy8crXIDTuy/X7Emp2QPPL25JE2MF4xwueiltmI4m3JE1DR2Oi0drYtsw7Ec0F5Y3FhzyDApaD82M4BES4ht0FuGoo7z7GF49wjUBMpTNBN96SBbBHS9wL5witxZM084okVLMhqfGo1BgX7aUijK+ykSoLE6Ppwsdu7JHxBOy4sYEUyKd3qSkS7Im9mlgKCM3u9tU34mhgcVmLV4KSCBptoRKF9iUHU92z9DumD70iCv1dRvA5bpT94xMOHUUNWyyU88sdFxOW8DREmh8ixLIeUCcqfejixS1CGytIlevAdFCFI8driOTjqhAKz3Ht0/gZGL1bMXu/lNWzy5pb0X2lyNlKLSzyPGdYwKOk1uOi8cXnD8+p/UtHz58wuLOHWY3FixP+6tPXuw9WhKZhLpMc+S4sTgmeGu2U87QFrpbEZHCVPYkRho/Q7BmWNSBBqaSrU/XHqfVbopSmAgOnBRKUUaUkR2hBHN5iHFPQI2o6azRikTGvOPopEe7yPlHKx5+8ASJyq07C5qDL1KtwUwfW4mA0NAxKy3xg+8gLkB/jM5vgv+I4e0PrJF54QT/I68iLqIfPCKuRmLbkrqOpFSNRAZnG5kSCkEcSW3i4MTTuu4TXxqum4bruq4/7YoBbp8QThcstgPp/UesL1ZwvqJZzuhuncDNY/uz30MkdYmRUTqm7ZpZ1zNNBZoOcQ3DbqA76XClVK5BqQ0BLNzc7roPBjJ9LgF8fkejjOuJpw/XrC83DLs9AE1safqGtmtoukNYN3TenAoWJGWKvERmJguCmN9/U3ZkRhwBUV+TKOGDtz/AS0fTd8yPO27dO0Y1U5S6KrA7xauSjDvpaH/802z/q1/GXazNzrcdKOst3d/8SXvPtIAmtOxwkthrxidL48Tb3duMjjZEy80ADkRJhxEu9jryeHfBZlpza34L+e63YDegr38GLYlBR6LztL5hKoonEok4qZMbCm29io8uG0VQASks9Qi/aGh8i5eGQsGpx7uRZWjtcCqJqewhNTTe2AUins24ImkiYOhldQJ+wgP7sqvq+4gvLY1rSHV1YzbM8SqGOrgW0UAuidGtCH1P07fMjnruvnYHcGx0Q7q7xomjYU4onkTGR+Hk1gm9H/jwF/8Veucur7z5Eu3S6JeHdyzmyIjZVD3CVDKN6+tkytH5wDpv8L6xZYRa4ueYRhPfOkdBKDnXxjcwlOnKmpil0PsThAlQRJRAy1xP8RJImGtlzFta3zOQKcVWZ4UR70xp8uijZzz54IJhGHj583eRkMEbD6UUrtIyqXyK4BpOOINvfBnuvQ7zEzTa++hfPgWfyGVPyiO7dE7OE6d/6XOkX/oW5bfvU7SQnCfmbFPNkwXcPaH/9D2eDe/XRt2mRjM5+sTXheum4bqu6/ulgoejGf6zr3B0uWX86CnTZsf6/UcsRCyC+3tYqY1snJDfn3jw9oAu5wRNhHxBCZ4wPmDhlK7vWJz23HjRMhQOUKdDmHQUG9HW5cLV93/vWw8JMXB694j5jdv2EgTh8tHIfj3gPIwl0bhA0czDD1acP1wzbfbsNgOf/wufwvd2d110IjNyJMckLaQps10NvPvOI85euMXJ7Y7YeRBBNTOVmgSolmoIEXxCtO64KRSfmP/7P83mv/5niCrhlTvEf+/HGNOaYXwG1MMwbRkmOGqPaGK0dMGP2dg8Hi+HSVHh+bLJiJy3Zsfk7USQDsFTomdc9mzGC3ofEYXWOxrf2N2s2oVeBcpB4KYBWzSYnqBxDUiylMgaM+6cefjtltMOylQKvVtSgmPSLZMOOA203iOuwYgbltnRY9bQjgVB4lXTkoo916mKXTs/Y6okQrA72ca3wPzqNciamcqE95EZHdtkuRdZQLyZPAuJ2EX6Y6GPMPtrP3514B+Ii7kKciMRX4R9WhGcI4SAqiV1FoWGwC7vUWfqCi+BZdOhmurnxxrcYSjQeJIMDPU5tLqgUamiTkt0DQjn+YJZMJJnVscurdmlzcd+g0zz04aA9wHvW3sdfKZrAwnYP5nIoSCzgnf2e9Mww4un8Z1NGC8vCJ+6QYqBUgw0Ri48TY/ATdXK3ACey/yM8BMv4ORFAKJ6vESa9Z784Tnpu48oX32Xk7/8g5RZQFJBHmxY/fPf+qSXheum4bqu6/umPo6lXvSEF29SHp8zPrpgc/8Rs+Ws0iS/R9OGGrW9Pz02CJI3bsNhti86Iz+9YPNkzTQOHJ20hNnz/airz8X22srqcst+nUi7gk6Z4oXZC5H+KBKbw1TBc/nhIyR4+uOe1cOJy4ePGHYTWpR20XLnM7e5/zuP+ei9S07uzJktWgKe88c7nj36CImRkgtlTLSnDce3W5rOCIiqsM9bXGhIxUSBHn/1eFNdWHhxuBTZ/XdfpvvMK+iyQxcNU9nV0bGrwCHBh8hRDJxvzznzR/UQsWbpOa+iwpGqf9+aCKMoNj5wd36zhkLVo6bGVJdS1e5SrXIiV84J7+T5R0EmRIMRL32pjZtYOqWzbIVpVFZpRXCBmZ8TXEB1YJwmFLlKJS0uUUowPqGU5xAimVCXKMWTTcp5hesqkq0lVFv6eAy8ncqEYLHh6ZBYiuOAYpiyMpaJKdsB7byp+A9PyyykAd9GUhmAjHOhCkodZMNNl/pYO79AUVbTExo6onTGQ3CekANTGSkIURrGqSAR9mki18aqOJuueNdiaGijOk5lIPrAwb/jcBz5MyZ21RocmMU5Q05s8jNaevuslR0jIM7R3RAW2rJ+lPnwXz1kaDPjZiT0nvnNnrOXehq/wCeIqw3h8imyeRtmcyaXGHVCNeNdZNSRhVuy040JOp0lxAQXSDJcrf+g0MiM1Ary0jHu1px2NTD9xntISogPyFTQ/fiJLwvXTcN1Xdf3W4mYWHLWEY8X6JCYLtaUp5e4G8dI8z38tXVCaX5vO9am64m7HeXZFvnOM1567YRm5hAnpCmzWY88fLAmxIikYqOHAiRhcaNnvpjRNr7azezwnh11jENm3I74yRMajxOPeOiXLYuTntuvnrDdF9ZPtgwXA14iF4829EeVCVCE0ES6Gx5aNTBVVaQ7Vw9sfD0EgOfHNeI8sk/k+w+Q3iN3j2EWDLhTDuAqIzoKUFzAi6ONTU01pcJ6Sj2M7KdYE3V1yj//OxGCj4iaIFGwlYyIGA1TPIo1X8XZ6PvACQSliFbXRLLvKpiwEXNouJrWSI209q5FRUk6ViupJ2kdoztbfUwymlOi+h48wVwuEsyJUaTenReDcFVWh6saFq1zpSCB5xHVz224WsfwnkCSQuMMjxyuJjIm0nRVPCvRHgdOr76fqBlEraEpWN6oJZQ6DqJQaybKAWsuB/KppVxG55lqxoQT09wkTQR1xshQxXvBiSeVsa6znL3mDlC50uMUTbVhNqS1Fq3JroGkE7mZaE6FIz9nt96yv9gT24gXh26F6QmcpMemK0lqOpPFEvo5o6tMjithqeXFBIwGqZVjqkVxrsacO8hlIrHDu47cKtoVShtxwwJNE+pMxOo/ecjlddNwXdf1fVve4RczWoWy2ZEenRPnHeIt4+L7ocZ5j24a0rM9q28/pmtbbr7UERrPfp959HDLN7+zZTbrOG0cx/PI7KhBURa3GrrY4THro6iAKGf3jrl4vGaz2hGd5+zeMVGioaq9kf5uvnzM+aM9F08u2ZzvLGBps+fuZ87I+0IZLeTKHY+VEeEI6irpMqKlVLuoaQtKzUAIEpEhU57sSO89JH7+Rcoigi92EOdSVy0HnLarIsLCUbMwuiZijg8tqEiNaLbXK7jDofjxZsV4FGHY2O23bzhgvc1pYjS/oqWmH/oqMDXglDqhkUjSwe7M8R9z1QpOHYjd3Xvv6EJbtQcTExMzd8RUjNlg4UmFvdvS0taGwSYfuTha1+KIJDEiaC7ZbKLqKlq64CSQKTXrw+BFNQbryuKnqpSS8b5BJVgy6O/KTDL3hQVaTbUBasA5tBQbwQCIt2mAWMsnCjhHy8xEoeUQPlZqxLvZgynKWPb4YrbQQ8OiCFMZcSSKpit3j5eGbd7gNeIlklxBGVCxpiHXFFbnjKOQi70WiBBpKKWQZMLPPLNZQ6NC+g60s5a8S0yXI7vvbMj6GN+16NGSfHxMPj7Dxzk5r8jZXu+CrXUSY42hDwxkJjUc+Ez6io4GJDHpgCdSGBnKjiE29G+eIqJMuZI7b84+8e/8ddNwXdf1/VxNwC175qdHXD56Rni6slvJRf89FUX+nhUDLJe4rOj5OV/+9ff5otzj+FbHZld4fOEIn32dEVg/u+BoIdx4pScxYmjgySyeWoCExxNnwvFLHUeYyA7MiRDrSuBQJ7c62lPHdjuyX40sj27StI627+xOC2Wrdtcvzu7WE4kxWyplkYR3aqmcOeNocRIZv/od8kdPiG++gt46gTLWLI5qPySy0RWQ7JCimLK9BCgTSkHrFMJrg5dc1QYKNDwPBtfqojAoU3r3O8jiBI5PmNJIQ8NIYki5sheE/bQHHL1vyJrYph25wHG/YJMGogT6aI1JxCYAqAcNeMlEGnx1XCRGEpaY6Xww54fa2qGTGR7PIRLcAVocEK0BUnOJeBdsZI6wTlsGHTiKpxXY9Pz9OuQgZJdx6nAu4lysj9OzTpdMOuGJLMOyvkYOX4Pghu1g0xJ1IFqbuIwTC7WW4qHYe07KRFpcfX5jyYjzFJftkAWSG0k6MUpk4Y8RcZX5MZKSkpJhq71z5OKgJFLZVw7JSFbDU7e+5yqHpRSyDmS1JgexdUHrze3S0JF0YlvWZEnMXoNlmDG+v2b19JzL9x7z9mff5Oj4iP40IF1h2D3mjrYcoGZJJlu9VQsvYiucqAGKN2EwnlIyRTILWfIkP2Fkb1oYIuC4TA9pXMNqu2OYCk355KOG66bhuq7r+71CQO/doFlt2D56RqNKG/z3hh75CWpazpn6Dlks6N77iPeeTTx5fElWYd8eP/9zSSnF03gTrQ01S8FG9a5CgKwsbvt5KYcAI/cxogQ0weOWkWZux1Pnuisr5VT1A520dZAPTmFZ/9675or70MYO7zu2//BfEm+f0fyFHyYvO8gjh6mAOGfYX00sdWmxwoDQ2j7cmId1oG9lF2uP46CdyDyfMlgVFO89oZo4dnng6faCo66n9z3qD80FjHmoTZalhToRuqYhlIbOYTqHw8/O2aKhEVQSUxl4uH9C39y1dYpvafOMJDWyTIWUE0kH5k3PgFkuPQHRYNMeyaapuHpflIt8TkOLl8jM2Yrm4J6wVz1fiRRMfPpvfob62NESaj9V2xTvGd99gH7wiO6nfpBBdsCIFBOwFjLBtbjSogJ73XO5Pefm/IxVusQ7SCVzud9crad8E2hDoJGG3i/Zly0X+TEgRN/QNz1T3hKiBadNJbFPl8ybOSlLtdRaKNfcz9mOO0bZkhjJxSZh+yERnCd4EFHW5RJRz1gGYyOIMPMdx+FFwte/Amnk6I0Tus+8wc0XFrz9G+8ylMLsToQmsOeSidE+w2qMiZaWqdozITO5PU5N/JpVGcvIoHtybcwmKnlSFMRC3cax0LiWplfWm8t/8035Peq6abiu6/p+LwGaQPvyHdJ7D0jna/tHr7/wx/+ztN6pjZOFGsWa1vnvfHymwdCjObz1Kpvo2Q0z4w187IDY70c2q8x6NcFswFX63mEH7rFoZ682FShqEB3vDvCnyjj4WJ5FQSt5sjOrZRUXOoVGwpVQ0GGcCQM61bTIEjFNQME7pXz4kcUOLzs4akAnjJw0UZN9EFch/hVmNeaRUXd0vq+CRXus9kBN2OlEKMVseY03fkF94ajbZzvgtxvc6S3i8oj5qIBnyopIvsry6EJLVkse9TQ2wleHSEt0iUJi1ITgid5TdLKxPfb1ve/YjnuaYC6PkT0dy/pwCsWPpLLnma5ZclZhXo6isEsXeN98zKZqUsiGlta1iJMqkLWWKZFwB9VIAcQjVdRiURRyJY6ccj2MJTKRCUAjLXkoTJuR6YUFQ94RnYLayiaRcLkQirLXDUkH2qZlyoXWdygJnDJvW/aqNKVHxD47Ig6vkN3AWAYCDaiw3e8oovhi7Wnj3FX4V4zRNBNA0j1JHU3XkfOEK8IsLChuRHxHZiBj+hctwailUHNFOs6aF5Cv/gYSWvLZbcrRkk63uBCYLWbs8pbdunB81jPoYM8FhzilCQ6RRJuDrSskmyVYEjtWHLIyVWDLYPbnQm24HUEjSW0l54LinF6laX6Sum4aruu6vt9L6iV62dMuZ6TVlrzewfkajud/PGuKUiAXwm4g5pGTPjAmZTUmxuPFJ3qMBA/B250wgoSIFLvIM0zcWEbOjiOxCRaWVAWJrorHkIo9FtuhezHBnRP3XMxH5fTj7B42J0BoXWfkvsPFWQ6HWkAkIFfoXHM+HLBOh0ZCEMavv0949S5ya0GRZOmdcvCAmNVRi9kxcQElIQ6COjImQnxutSxs0g4ngc4HJk1MOVtqpDuIFasoTyyVUoq1M+qc4Z3VdAuHQx81tLZcHdlGxrTnat7+AmQtprNwpi+oPg9AmUezCAbxlSkk9c6/8j3VXo1QGpxEXAV6GZEyWypj1UwcAFmNa2oi6uGjUFHL+nGLrTLIpnIfKhmjEiaNPHmIqXI4LSSdaFxvX10UWo+bCqg3TQNCGxaQBReCYcgLNNoRJNrUBEVUaZxpOtJQSCUBAV88AyPeRXonFBVSGev0xhlVtL5yg44mjnWCSjaqaTYLsSuWNimuoQ0tRSPJJcZiFE9ByG5CiqcLCwKRJjn8d9+hlEw+PmVczBm94sSa2/6sZ/1ky+7pnlmzQPpCcBykjoj5UpkxZ12sSWjqRCFTEKU20I592VwlXj538QSig1IOKw6llH/L+Of3qOum4bqu689CiUAMxJMlmgtpvSM/vsDPO+oc9I/2/VVxKTHf7ujjRJ8C7AphrwzBE5qApoIGj8ZPcNkI3v6sKpRCN+65e9Zx87SlaRyaQj3GzNLnxBTpzkVkVFwacaXYnb/DBHCuQobEBIyl7vml3s+KmBlS0SsNgJeIFI9st6gXStvaahyDPAsRXxy63pGfrml+9LPo3BkOWjwilnahh2vqVeNysBka2nnSbOFXaHVNwFRyPVR9naWU39X41G+IYBkQKuZIKIppBcpBy3BodOzwju5wANi42eSSyTbrtQk6NFWu+jZUlaKZPrZG7XT2GjrXmAoToRR7N7w0NLQ4DVeNkBZzOhzuVqEOD0TqKqnqCfSwCPq40ZT65xNjOURBRw75JZMmGhdxUq2dmOtAnaK1Z5Mq0tSk1rOp0g4TlgO9xXcRjXOcNHiJjFPBSYNItCmWa1jLGkUoxQBPRRINnsbFK7qoir0jRYvdfddmYlJv647KdZCKynbFAqi9EyNlpsCka8bagARnserRzehoiUkJ6y356SPKzRsMR705I8poWSE6EZcBv3aki8Lq6Zb5vYDDVYhUwalFWqs3l0aRglwd5dWtIw6p5FXvXF2N2fthNlZrjHIlXP4BeobrpuG6ruvPVJ0tCTnDMLF5esHR2RKO5uam+CM1DkZzPHWF+c3IO984Z9jaNKBc7pjdOSJd7phOj0gny4992b/jZ6oiRXH7kbtuz62TBbNFpGjCe4MslaqqFxyheKJv0cun6LMHsLsktDM7droZ2s/IXc/YNLYmAHo/Q1w9bPnXIqdVaKTB7wZ49x3y0Zzy0suUDCkrymgY321m/Mp3aX7gLiVQw6Fq8ubV5II6bBADIxXLxqBOQA6sB18Fl6iyiHMuhx0KdD7SuFAP8XylsbA77PrNqWsUEVTMLjmlfKX+F6muj2qTsz9PtTsaPho1PUiseSXWyFhKZyoTXWjrYeKtmVJ3ZYHMak1XlJ6G/upt9M7hJQAtz6c0anTFqwaB+qoXwpVGJdUWwxqKvhzzaPiILnR0PhjGGkfws/osClkLpSRw9XsLqHeECdCOafuMUJQ4jPDhdyFNsN8RX/oB5N5rMDNBn5JtAuLtiMt5okTQUpjywL5sCT4waiGU1u6+PUySKbon6NxWGK42FTJQimOX9uyT5VYcBXN9iCiIIbNVPWNOUDxBhOCFwIzOL2nWO9xH99GnD9l/+gfRk57L6SlZpzpJaliNlyBwfLfHdfDk7UvmL58yyViHcdYgTkl5mh/jvK3Mdrq9+pyWogiTOUWcAcRyKYiaPsVV3UsIjpIhFz5mdf3967ppuK7r+jNWcrrEBw/feI/1d+/Tf+pl/Lz/o+VTOCHFyIPieB1IBcbQEFvP8f4R+YMtLE/tZ1TdA7/PxCGMI4vNhrtt4dVP38M3drcsxQbRSkuo6GI/DvCNr8Ljj5CjU8qLL1Fee43wZIP2HtaXyPlTwn6D221hrCLKfg6nN3C376GnZ5QyEDUbtGYsuN/4Vcr2Ev3cFyhHBqlyAk1wBLfEp4CuVgz3H9H/zM+R864egwc5YQ3z0lLvoqkJk5OFEn2safK0lDJRSEwlsUlbFr6zO1Kx8faY96gWIBJq2BPqKLV1cDV5c8oZqQd/cHYM5zIRf5eh3qYQDtinwayBzoHApuygOFpfrg726Bs2aWDhl2gREhnnFF88E5NNDYgfmw6YtFNQ+2jlhk3e0LnGOA8kPJFQXytfXytrUrZ4LGvDjrlMxHGrvfuxR69s8obGdzivaLG7Xufsc1WebdH1Htmu8b/0i/YzQoCmhdkS/dTnKMfHuNWK8uA9+Mo/RyZrIpquh2kyC2vX41eXHHU9enJKvnmH6dZdNoOJ/yZ2lm7qhKmsTVuTM6i5btpwhEgihEAX7XFnSWguBBGEhkkT27TFF2h9B/6QGhkR9XTv34dHHyI378Cf/1lKegZ5xKvBrnMpbKdMK0r0QnCmSQFlv0+0nVx91EpRXMgEwu9CtY8D9DMBDzkp45QIDWzL3lZiCJOAU+FylWhbYRZ7ujgj+euUy+u6rv/RlniHm3fMX7rN5v5D9MNn6B2Qk0+gPfg9v6mgTtgfL3jw/hPaXCBNKIH5jXsse8+zVYLNGjYrhosVKTYMt26is7oi+XiljOxHmnHklR95BR9rME9dRyARd3kOH70L2zUqAW68jLz5WQqZQUYSe7qbc0NSLBumcgIKkZZSCrs0ItNAXK1ovvM15FuJcPtFyo0zWD+CDz5Ab76M3jqh+FD1BrnepXvc6Jm+cZ/8+IL53/gJchkBQw+rFpxPQIPkqlWQjHOHkB+5EuRlhU4CkxoQycbVkbbpTJNgAgYoSqRlyDs2acUsdnS+YdJ8dSFOWvkHquQ8mnvCpGwoQqgizFTSlbhR4aqZkLqKQGAWGoqojbJVUVfY7veIOlo3I4oFTm3Tls41JLGpT+QA87L3q2CNTM47oos8GR8TxKiSz60szx0VtjU/pD9aYxPq94Ln4WICLJsldl+8p7iEOMUFD9mTP3iIrNe4WyeMX/i8Hebe3Bu5KNkXyviE2EX8K68hL7+OVCGt875qV82S2SCMJMJ738F/8B7u0UfE+Rz3+ucYdUvRdKUXmVRpmhlBA36zJXz7n2IEB66eU6jPTIY9hEiMkWXwyOkt+zyP+/q7GmG7hm5G+oG3yIsZpawJEhjAdD25oMXR+ECSDRRzbuRSaIkM5yOLuxbBnYtaOqcrV3TRQzWtPV8ji9rUpnG2iij68f2DcNTPEJeRYtMG8idvBa6bhuu6rj9rJYIEjztd0j69ZNru0cstsYkw+yPYMEXQJrI6PoHYmSgvBi67hjKNuLhnuWhYLCLcnbHRgWdPtuRpIMfAEFumrgER5iWzbITTfkYbe/TpRzah6HqkaSkPvwObNW55Cqd3wDtK15MbQVWQ4nCqFKe1yQiIM5DOpqS67xYGgHmkCzc4bhbkXJMC5z3+3osMfQ9RcYedv/kycK5n+tq7dki++QJ5ESh5rGI3E84JLVn3iFrmgPEFC+Gw669qQIewS8nSs6/WLWAiT7trFdErWuIkIzF4fBUMHiSaYKuALMKQE01wVZhHXWpU7cHhsBA46AcK5YpQqQquCOKvJJQUCkMaWca5kQ8RcpnYsyZJtt27VtHlx6cn6rFdgY3BC8ou7eh9T4wfn0pYlWr363xnLgXqzKY+1qz5ylGCSP2eyWyq2tr3k4KESNmN0La4O0dMrWMqk+krvFBVryBiZtxgjdKUM70PFBxjGVGUIJFLBnKZ6G7dJizPII3EaYS3f4dGJw68yuiU4eZtuif3cVNCnCffu1czK9xVA1eKEl3EqSLeckAkD7DekPoZYX6Mw9ZMevMuxQtjHyiSkGzvcyMeob2CMHk1gFYW03OExjM/69lvBsaUiNWZo2KOIcj/poCx/q1z0DSHtZJe/QsnjiCe4pTgekpWppKYysQnreum4bqu689iOQd9Qzxdsn30FNZbJAZCF21k/ofRN4iYN34xh+b/z96/xtqWXud54DO+y5xzXfbt3OvOquKdFElRMnWzLct227Itu+XYccNJbCdpBAgC9x8HQdJuNNCw0Z00uh00EMSwnXQQJO3EScNwojiJGrZluZ22TVqixIgiRZFUsVise51z9m2tNef8LqN/jG/tU6QVp0xKCKzao1Ci6py9116XvdY35hjv+7xG3yN4dqpkFRYLYdF7tLMxrSwLOo6UYlz8uqmkPkKpdOPIoY7cXFXk/pvoxSmkGekGZLGE3RZcgKMbsFpb+FIZqVeYZm2agkrFodUSHEvNbOYRQRi8R5wy95E8DHSLE/zm3ARioaMMS6oW0HTlgpBGceSNC/Rig3vsBjx+zLZsodro2aA+Eec6VLNdY0pFxTC+qg2VLOYUcDjzzO8tBfuDXGlf35YP0oSfTlrjIUZ3blevqoam9q4RHUWoteD8I/+D3bpecQ8M3vR2TYH97HCVp2F6CW1rkMH3qDpEHVmtwXJisdiuCSj/kdLGxxCAQu8Gy62Qimt4ad3jmVtVLY/+TPY6DTVxp6hFaTsPzhwGhoQ2gFatM847ypyQ1QJuHVLqhlSzNZRNYCLVCJellhaapZZhoTM2jbHXXdyCUTeUnPGrY+rSo9MONhs4fYC5aC3GPRaHXOwIKSO1Qreg3nmcqdEkafqPWjPerXBeQCxIKs3nUGbSagVxaShxrdT1kmneknREihBln69hLheHx0lpkCyzASMQekd/c0l6/SHjwwQHjjjs02Kbcqfqvne6egvbx4M0nLT93jmNVxoaR6BIAhVKrVeBXe+0rpuG67quf0pLALlzjN9cki931FrxxysYOr6NluGb6+15EyKk5UBiYLOdeOuVHYe64/A5WD/RoQK788L4wpbN2CNFkfNL+nLG8XhJeuNFyo2bhHnCPXzLmpH3fRcc3aIwQZ0AbQl+dgDtlf/7gziTkOYemPJswi3vWXY9oRTOpx1vbd7k1vIQJ0KuhblOrEIP4ttYl4ZEHkg/8wXiBx9D7h4w68j5fEotnlwS3gUWsSP0TQwoLf5bbcyuTchI+0AWgSG4FrX99tdHuZxHFiHgpY3La6VzA7m2hYNY3KaWzH6L4RGWsWcqBcUoiSKmAqnaVhBUs/41R2vwnrHBsjyB6Lu269Z2FDsW3lYGUn2bKAR8XdFJpBYLQvLfAtW6ytloYCovnnuLe8xMJAxPXCjmHMDyIAYWJJI5CvYiT3VUKQRv2gxrnrxxOFiSyxZECU6pxZ6XOs/IwUBdReaxMTOkZU008sGSzmSeRdk7Z07zKWDI7igm/JRa0CqUOlOA5DLl5AC9eQPvAtEFOjxhNxO//kuUJ59Clwc46XAFxnyG89qAYB6YoS7JteCwg3fUAnduU5mpziYHrnpKueTh7pwQhN73Vwj4XZ2hCloFrY7sd6w4phYDQIUYGW4smR5MnL54jjzl8NHQ3C7Yz7UHrfj4SPOwF+La/29hWoHBcNdquHBkYkojpYVm7huZd1LXTcN1Xdc/rSUCXWTx+F3G1+6TzzaUr72G/+DTv24/six7tkNkl5bw1VMOH1vSHXmGZUaOLnnzi18jHB1y86lDDo/ucpodX/nKS+y+suPD773HzXWCeQNHt4Ft4yxYObGr871fH2liPSl07TBz3hNWnk5CI+QpyxhZxaElQhjrwDth6TqmPBFiz1gSXoQ+eILvKBcbupvH6DpS84aA8vLmdW4tb5vosOQrW6RvPANVtV06xcRutWkFxHQLV+HX2poe5zjpF4gIc8lMNZnwE08XWjhSLezKxBAyGgLMGXYT1VeCMxywoZPN1ggZpUB1bbet5AK5FIIEnJjoEnVsy5ZF6Fr4FXa4ZcuZTOyYayZXR2HHgV8x1gmYWfrlI86FhCbcLKg3eJSvHZ0uoDksIkBx5JrImvA+EJyQq5qpUgw85BHLmvCJVBPb9IApb+k1WcS3K3gvDGFh3IsumHW3Ys8BsJu2hOAYuo5F35PngrjIIL0JK+sFgcge7FSYqTXj/IKl75jKiKoSfYfTwPn08Oq5G8KCPi6Ynn2OzmV8vjSFilszhEAuSi4JlZngOrKM9KwalCrgowVsTXoKCN6Zu2IqjtvrI1uXVKGWwpwzc6nEKKhrLiINjHVk6ZdUlyhuotJz7/03ePOnH5JSIjtB/YyXAa9Lln1BVKEGgncEF5nrjt08MaXC0HnIljBqrW+hONNbFJnAeaJEYvfO15rXTcN1Xdc/7bVa0B8fEnJld7ljff8CTta/fqFWTfvwxq1bXJztiK/vIBdmF/Afex+I8PXdxCuvbNBcOXtry40eODkCLuH8DYtvLu3maKyFK91cIdXSrqD3H1GGInbIVQNRNJOKsRwGH5v/4JEgcz+q9zWwCjaKLWOCs1fhziHZ5StPex+WwH12eUsumaKFi3zJkwf3QMsV56BghMpNucTXiBeP88LbZaBts2C2T4wpEJ0nukdfVZo7QsAyGcqEOzigzlv0wuFOjkEKuK6FYJmAtFCYS6YPHUWVbS50ziMKQexKPFdlqls24464DIjzfOtvQqDHSUfwBfWF3bzlwfTAPPz9HYaweNtXN2No9Ti1CU6q2bQrfsU3YbY1XLkpggN1mUSlZqXvIru8bYenCfY66Zm5pBMTZvp2tezpKFlxpa0sMBslzqZO25zYzZPRpku09EtRfIWFX7HVS9OiKCSZ6IBl6KllNvASE97DIkQmhFQLl/MlY95a4qj37GoClKMOdnlqAlrjWYx5YzEiIkQ19seUR5ZhiThbWaHVUNyOxhaJFJnJMuJKbJCvQMS4C/d359xaHtH7BU6WZq3ULbnaY4COQdYsuxXRL9mLMh0Or56q8NrL3+Do1jGrLqPlHC0QQrAkTwri9iJbJXiH8/ao5ul6PXFd1/XuKSfIeoC0Qs83jG/ep191uL7pEn6tq12FVhF2fc8UojkJmkATEeahJ3XR6I3PP07ajrzx1hZXzznRiiv7sXd4mwbD3AlVaXoG1wRfSm0e9beL9ESFzhvS2ISAdijvleKCI16RIsWSFEtm/vLrdB9+Bh3MSplr4WzcMOdMLZemOXDedr5FccbFMUoloanTBe/bfceSMVKd7Wq/yQ/d2wSO+/utqowltVRFOxAFi72Ot5+E115GLs7xN26TmNvzYA1SbgdekMCcTeTnLdaxNRRKKhOpmNNDm+tB2CdmmgBPqqOq3e/oFZWIeOGov2GvIxVVy8iQJt6sVBPqoSCOpDNTGXGiLNzaph7qGlQIoJLEVi5OhBA8c85kTaQ6G6QIIdRA1oLqRBITv8YaWcb2GuaKmxWHQZqMlGlrHhGhd9GsndLuo7NwKFVpehJzuKhmJtld6T6qKpNOtkIQh2piKhOVSNKMEnFikewztropNVNq06g4RxTHWLZMbtteW2HSSqpTQ5wXsiYcgSCBVPaPO5h402fmFjxVfWXoA06C5ZW09ZOrAQp4DazjEctwyMXpOf/fv/W3eeuV16kO7j52lw9/+EM88eRT/NX//L/ix/7Qj/HYM3fog5ExhUjnPUlnkk5QPLHFv+2Dz+drIuR1Xde7rLqIrBfE9YK82RFPN8iJIMOvb6hVjYH6q6xDNXp0DzzqI9kHHp5eMDBycBCJ0wjd24+z9q/a/vtK+lcd4ss33/Z+/C+PhHv73Ts8giYJ7ZDcC+0RqFAeXNDfvkGRHUUzVS0i2OKLDcq06pf0fq8NaXwJuDrEg/gmrjSFg0OMdaBydS8Khcg/6jCwlYY1CpaV4djmHXF506x9c2oHWZsesBdo7gWWFpHsnZiXX21zXRvcCWkkzb27oinlLDq6uRb291M9QiWIo4oJKxXINRNawmhtWGdp+QRefHsebPoy60wkPNIvvE2UJ+1Qcs5RFEvpdNbLqhaqs1wOsxDYWiXlTA12uBvwKRkXw+0dIt5cK0LLxsDG7hQK9ryWYs8Dog17Xa8ahv39yzW3pqi5CpxvawJllyq97+hCb7Hh2GMurRmz6PO091KYqwOgVIrMBLHgrj0yO+nMHnGOOrx4iiRyc3gIELxrMe5vO8C1kneOwxtHDP2K+6+d8emf+TRvvXFK7DrLnVBlHhPTPPOlL36Z3365JbqORVxRsaRV54SgPUGHlujqwclV45D/CRgv103DdV3Xb4TyDr/oGe7c4PJrr1DePMXFgMT467em+CeovIhcPiyc49j6JQdnD+D2zas8g33yYVWbMFBd22O3ACqAtx2+V01AKxMa6jd9lbUWhSrh6u8UhVJwsaOWGdSyKwbf48Sx6DpuLo85Gg7b7dotiu6tkfXRz9D9z6gI/uoAATu4EhbKFcRfrUoAoljQVq7Zrp5dx+VuxyIW+vZ4xQuazJa5d1g45/BO2EzJaIsScM5TWtiTRYCLqfwVZm82uj0dUzS0wxkjairkYvbSII6p7ChaWYYl5W3siEptB6xldYo4emfNqCcylQlxLRNDLDpcxayOovY6qjeWxC5PrPqB4DxzGSluMjuqU4I44xekgqYCCNkr2SfmvKNz7sou6jCLaKGgtZLFnCCltFepgnhrMjrXtWHW3h+i4JRUKlmyNWdNDHmZNngJ7FKLknaOjBpZ1JvoU7UiTtmWTROXWg5JYkSzo/qEuEB0HZ3rUCqbcm5aE6BqZnADmZ39TrYmuCrMbmRgwBPN3qoX5MueO0/fJqXKF37hl/mJv/rf8y/9y3+C7/mBT1A1kcYMk2u3Y+8MLx0e4eLiAc642SyXS45Wx6hWXn/rDUIIlJwJ3tO71Tt+L183Ddd1Xb9RKga4ccDqwZrN+SXu4QXOOzhef3sWzF+rEoEY4dYJ22nBG5cbDh78PNz+3VQsQVKkORLErowEW3OIL7RJ+qOmoIkOxzrhMWfC/tG1UOWrqiiuZvY5CW9XHzRwMcELt1aHnOdL7q1uEp3pBRTIWfGhtDWKA7WrxYLlTjjsIAM4FGs0sloQ1j6rAWgjfmNOiGvR2c2SWancXp20K+qCXft7SoI5zqBqe2gqy9DTB5NDBteSNmul38ObxbWJRMcsmSkJ6qH35pq4euyS7Sp1T3P0cJkvyLWwCAs6/2hC5cUTfdfwzt5smi6wcIGIZ8DxcHrAWHc45znpbkCBjs4EjS7jCTzYPmBoAtK5TmzrSBmFk9UBUj2lFsY6MXRL4mvnpOBxfaQTz0k8YWICV5lSIqWCeCFKMES2muZlCB25uRdQDJNdenrv2eQtEQvsqhSSnznfblnEgehtxTWXib6PLBioVDZpRxc6st9wyHFzz1R2ZYtS2Oh8lb2BehZ+ybaYA6jWQlFnXAksJr22qVDPTKmF0lwf+/GYE+EgHKM4Jh3x1eHcQOdX/PznPs1Xv/ZVvu8HPsVv/52/lV09B+1YLpegjgcvPSRRcS4wT4WvvPACf/7f+/MApDnx237HD/Njf+D3cbw84v/8Z/5t3vPUM7z22usMw8Af/SP/7Dt+O183Ddd1Xb+Rygny3ieIv/R1prNLcsosvIeDxf+yjQMwLwemg44kPZuHl6y++kXik8/CsABN5KaMdF5Rl9qVk42c98QG2Nv/oJeet8u3bK+uV1/n2AcgmRDQiUkuM0A2+1yVwlwmdiXxzOFjjNnEb2jldHfJpmx54uAWm3lkk0aSJh5b3sV7syxafbOIzGPjZ9Qzl8SV/rGBmgqGZy61mC4jRNAOLWZZFFV8NpHhZXqIpVva4z/TDYPvCDVahLgKlZnGtLbQKyz2+SDeYFu2th5oDcNYbP/uqr9aNwDU6rm7eJypjOzyjug74hXrwdFJB767eqxO7PlOhhPkqD/mQA/J2J5+qlsW9Fc6kOAcQ7eip6OS2dUtu5JZhYE0w5x3KBXvHTkr4899mfDJ9zIeeXbbBxz2J+Dsyjw0HUuqhVzmFsEdqCgXcm4cCQagNn2Jcn9zzsGwRNTWEokEGqi6NbKipZix8GvevHzAql8R3KMIcAps3EOiW9CzZiCzLRNlVua2OvJOOc+nDCFaxgMO55RSrE0wR0Uk0KM1kUmEIEiJaDVWRhTPRTnFEfAE1u6YaWUW0/tvvcU8T3z8Ex+z99M0kaXgvSfqox2hk8CXvvjL/NTf/il+7Pf/Xn7wh7+fn/v05/jqV17gv/p//wR/4o//C7zwla/xyU98kt/7Y7+H59/7PLvL6Z29ibluGq7run5DlYiAF7rHblBfe0Dejmy/8QbLZx+HPfjpf7k7xy4LrxdHNx/w7IPXkHtPUciUOuGIbdcNWptw0LXzkH0TYFTB/X/bAkMpWq9iop0+mjW4fR6CYlCj/V94LHRKIbgecfnKOjcXE8Wlmrg5HND7Hukc3jtqLagrPNxt8d7Qv9EFxpw57Aa2eabUTHDQ+xXRSwMgKV7sfvtG9qvBUypMJRM0UmtG1wcw7uCNr+HuPIXXrqVB2gGeSbhqq4iqhVQTvesZ00jvF1QpVGaiG6g4Bukf+fdVOUtnLP2SwYdmTVTGMoK3+zX4hVkFCcx1MuphG6tfWVAJoHu0dL4a/2sLDfMidC7aCkTMBDsmm6AktSvsVAoUQYIQnMN3/dWYXmuBVU86n8nRkZeJ+9MbdNIRo1FBs5qTojSho6AE8QR3iFCZUkYaObKScNEWCCAUySRNqDqGbrBfuGpgrSyJ48UB4mzdpWrAKEvKVKqOZMk2nykgoWBSEqGQUV9Rx9uYHa51vAHVGcQRZcC7HsEmHi46iEKuozFHi73Onmoi036mzJZ+qhVqtsZtYkPRTCw9Th1ZJ7reEkzPzs745S/9Mg9PH/ClX/olHtw/I82Jp558CieBWisf/q738fjTd/Ed5HrdNFzXdb2ry62XxBMb/efNjvTWA8Ldm0gM337jMCfD5opQfFOz/RPeVgF26jjVnrfmnuP79xE5pCwjc9kS1Dc9w9VJh7uaNwhvO/YB3kZh/JY/2///7e90L0K4+otK1WI0PNtd2MHpHFOq5FJw4liGxZVUM5XMZtoi85bNPOEE+tixjAuD9uDIVUm1UFGGoFfrCUG/6bm6io12Sq42dXASDUmMouOGouYmkdo0DWKWyz0x01wA0h5L0y20h6JSzU7qHFciU0xX4J1vLocrj+vVmkS1tkWKifNKLRa93ASZRkKMTRyZr4R+e/KjqO3si5uuHA+qQLXn04vBwJw4okQ7BAFtjYnfPy+5QrAG2BI4M1NViviWmxlIdSa1tYRSLIqaAE6uVlq1VnBiDR/tcTRpijhFihhNUko75ZU+9ORar7JIpVEopRqno0omOIc0JHN2RlR0rRn0Ll6tzRzSJmVCxwKvEcERJEKd6WR41JQZuJ0o3dUrnDUjQXHJcbBeE7znGy+9DEAfl9RaCGICRxcno2wKlGKv4VPPPMbJyU2efOIpvA/cuXPn6rU8Oj5mWAzW7Ok3i43/cXXdNFzXdf1GrC4QTw5wItQ5Mb7xgNXRgSUnfmu41DssNyW6arv8nfPoagnfchj+I6V79T6NMOSoPnDZdbyeTli88SZ9KNTVHUY2+BotaVHBBIgBQ/TkdlSEJiT85pXAtzoU3vYX0BTxIv5KJVmrHZKlZnJVU8d7b/hd8QSJRA/eGdwol8ouzZyOF287bIVUMnPJPHHQk8t+dO8eORcQLLTqV7lreyCUc5SsdHHAlQIlwfKAXOxq2Q7zBHhUSkvA2JMW7WA3DYg2rHXYAwHNQUBDH1NZhfXVzwabFhhq2ISZtRYQpdARXCDXTFFTY6BKqYleHFkzc53pfc+ellnb4TPrzCxb0AUqzvQkGHdj6QIivmVddORSmUsmO2Ne9E7ofITdjKwDsvBIHgnOM5VELZVOenOrlIKTSvDGKChqlsjgA+IaZEsfOTiueCBqrh31xWBNbVKlzXbocCZ8VWv6ggtXv0e17nuOhmnWgHOKaLU1DMFWMmLcEENOK0Kld0uoBqtSb9kYne/xGihaqCoEiXSyAPEkzezKGc4LEuDu3du89vqr/PKXvsxrr71OtwombnUdzneEvk1NVFkseu7evc373v8sH//E99i6RBwxdFcTI+fsz/YW1Hda103DdV3Xb9QaOvzJAUuEyxdfRc63Jpb8NpuGCBww00079K2R3fNPm8DxH9M4KEBK5uLYf5135BvHDCExX7xJHS8peWVqfmYAvOvsag0DBvv9P2Kj+lFHeunbz3jEEfjW2k8d9lfn+5CoVCxzIXpP8GbL25bMMvQc9AsO+qHdecMn985xMqw4HFYMIVBU8eJ5uD3j5bPXeV08ves5WCxY+QVOhDnPBA9ehG/9TP6mUCjxhLCg8xE9O0dzQt//fnS6INaOKonEzFR3LDo7aHsfTTiYE4vQsaPQSTFL4hUSuKCYJbOqpYIiWDy4AxULgfI+EpzQSYc6baZLwCnRBaY6sUtbcilGWFRrTrQ5QHY6knMhaSK3MK1CpfYTQTxeQotxtivgPf8ilUL0HVMeGZPZMumEpe8Q723g5BWqNUieQAiOMe+YszlDVo1kGBpMo5iq4m0THsGp/RaFEG2s4YUYIkkK2id8jtSiNpVo977zndEytSChETedt+jyqtSsJFcgZqLu0dLWjFzOl/R+2VwzmSnP+ACRpa2lKMxM1kxir8FUd6gUcgXciGgwma7MTDUhPbz3g+9hs9nx0z/9d/nz/95f4lM/8L10XceqX3Ln+BZHT9yCuVBL5qmnn+BjH/8Yf/kv/Je4PzFQXaUfOm7dvsn73vcBc+KIRW8XzUbkfId13TRc13X9Rq4uwM0DePFVxjdP6dYL/OLbYzdMfSSnmRvDwJPP3eVLXznl/OiA2nV7b+I/WilTfvGrhKMjeOwGLIdv+mtZHSL9CsEsYuflIYNXIpVKIIGNnFuZlTFdNQzAlQXvIo2s40DWZKNo5OrrHDZKFgrMhVK5EiiqwqRKKZnqPEEeuR4qNNSuhUwBZM28evkWq2gakaPlodEE48ghC7NJAhCNF+At4RKUpI+Q2AClVsaUWcWe5BNOLBFTvMklE6BVuZx3PJwfckNv0PuOTZ7aesPx6u4tbg43SXmmeo/3RmZEe2YdUTJFE7u65WzacG95D+ca1sdjUdi1Up0t4oM6c1q0CdGyO+JwdRtQNuND3ty+iZeedXfMsl+ArtmWibPdA+Z5YzbFWvFFUZ9QqXjWDH6Fq46pjhS1Qz+VmWVY4GRCXGFZOuSLr8B6YKc7puwsZaIIwXje9CHSxUAuRsfsWmiVcTmapVRja6BAqUyt4RHZT24qUXtKDiz9ollXC5PuGk1hBi+POBlFSG6yXAwcsfMwQQaKZLwo0Qd7woonscOFSO8WbMvMKhxSyK1ZyHQEkttwVsyua5ZaZVPPoRq+u5OBlTvhsj4glcxiBd/9g9/Fn33fn+FzP/vzvPHam8TgefKxJzi8ccTx8QE//kf/IHcev8vNmzf4PTd/F+956kl+/n/8PF2MPPfMs5wc3kAF/sS//Mc4OjlspMhMiNfR2Nd1XdcFtmd2wvrWMduH5+g4wdx/cyDVO60YmCbPNhdOVplnPzjw4pfPuQgDabmA/h+9TXHOGobbRwCk1x6Qzi6Rp++xlY7j3ZYhL+ncIbVeUv0hvfTmw0dN5U7Fu86oiGqMglmFwS1MJCimnlyFHuc8UQ1IpKI48VS1bAj2a4PoiME3sZr5MkpNtI/8q40KVzCepqYQT66ZNzenHHZr+hAIznPYH3A5j1ykDbVa5oL1CJkZZUHXbsYsgvuqWkGgi4HLdMphOIaTm+jmAv36Vwl3b5HLZJkQDm4OtznyR5zOpzgHMQSiD6zDMaWYxKRopeSKE2u3jJZplM1A4FZ/Gye+aURoyGczqurevWL3DtQRfcfF6SWvv/4Cm+2Wj3zywwxuQ3AdPjtefOEFPvPZf8CP/O7fydH6iJUMqDOx5C5vKXnG+8iiOyBq5LKctyRKiC6yKZcEt7bXXDy+eOT0ku7x24y9o3OO2KybWo1fEcSSNedyRs8SwV7r/e6pFKGP0fgPYistHyLF7fAaqdXonbPOFvHdQrCKy9TCFbsgNAGqUgidTWC8M4ZImgt9CIinCWcyhUrHwlYjUtjlwlQLORc2/vJKR1O1IFWYU+Wo93QyUCtsysP2pjE7cGKy+9X+SaenyNjRSeAHf+T7kGzvEe8dcYhIgE9+/8dZ9IFdOiWReN9H389Tz77H9CRBCJ1nkzf8tt/xwywOApOeW2ZIeefapOum4bqu6zd4iQhyuEIfnqO7Gcb07TUNDZ9cqxCqIyw7bt1JhIvMZrclTdI+YoW8WFBjNG/erSObMGhLmpwSw4OHDHdXdH0g7i7xb7yOnpxAiPgmgtQWQRXEGf5Whb0MrjZrn5ECGqehnfj73fV+V73/q/1jMDriI+aDKsy1sAyd6R6wvfD+m7IWvOwTG2ERe/rQ728B7zwH/bIBi2wFsIgd3nu2eYevQnSh0QxpKOGmrRcx3Yn3pltYrZFcqOf3kbv3cC4RfbRkQ3UkZqI3lLXDI+pY+zWJseGy7a57L1RVvDastUCRQh+GBpwubVIfQCyemmrOlFwbLMoFgsDlbstLL3+Dt966z4c+8SGGsMCJCf0W64Fbt26yGtYs+wUlLFABrw68o2omuMjQrXBV6GUJzqYkve/wJdKHAbRaZsOkaKmEezdZDpBdA2aFatMhZ24LVVt1ddK3hkHZY7NDjLgWL27zHSFqINUtliNi8KciFVcKxTujSzpP3L+quueU2mQhV8ONRy94L6asdZY6ehVvbg8Zr2Z7rahxKkIl7bUjGA3U4VmER7RQESHlyl52o41LUqg49YiDMU3MlyMuRW7dOSaIXMWaz3rONIP0yqQzpVRKqcQ44FfmFJo0s00ZTXCwXjPWC7JOqFbmd76duG4aruu6fsOXCKwH+98p2b/fZqm56HDVDu+b91ZENzOczWxrIkhmcwnVe6r3dvl71GhzVXFDj18v6C4vOXxuzdAdwXbD9Pob6BzoTpYwDAbHQejaB+OsxfbjDSGcmBvGV9sqgjZ6LlfOBFEbRV/5B3KGVC09Ub9ZSFm0hWOJUGqmajXC4l7MJu2gF+GgXwKQilkHE5neRQ66NQ/GM1JNDHRN7FfZpollgBj3tsImRBN3ZeuLPljeQz8gcUR2I0jEkYiuM/GdZkY29H7BvktStP2clhNRr1qZq+bJKBWCyISK5UrsD90qFkPtrlwUlaLZvl+t8ZrmiQfnp7z25mvN5eHxzuOdY1gO3Lp7h0W/YtyOnF+cEWLk/OEZk04cHK7pgvLwtZfJc2J1tGJxsGDoeyKBB/fPuX95StXKarnkeLEmrlfI8QGXb73J2cU5U5oY+h4V4daNm3SDiS/TZsObD14H4OjokIODNaHvmC8nXn3zdbQWnHfERc+9u3ep2dI294mleyqnc/vnqK2wglByi2nHGoNSKqVWvCg+qDVlKFI8tdqkIwDVF2xD4m2y4AuCOXSchCbJtP8bmoW3kBut0vQzj353bbUi6vEqpm/IE/VsYjF5gjP0tUppVlbjgDg8Wh2lKFMZreEpe4eENYRdgKQTKtYUXbsnruu6rutRicCit0lBytScv4ma+E9SdvWjlGiY4KMwsH6sMt4duaynJJdInx2ZpgX4CEP36JtLQZY9rr/F9NJrrE46ND7F6f0tD154jcvPfoZPfPwJ3Ps/Qu49WjPeR1DPoV/b3l0zhYQAa78ENQdEKgnv/dXhbvY+hzYapGpFNpfIgwl/6+SK8a9tMrHwlhBZamabR3LNLOOCTozDUJol0cRj9rEpXpjKlge7C5Z+wd3lHVZxSVYTv4XQE13H6XiOE1gEyyMIDWu9D1NKxa78o++aZ98hJROcZyztkBdFfaHkhEpEMRugimObzgn0FKE1BJXtXMzS6BJeQtOfOnbJNAdeIx7FUYkeanUtA0LxEizeujUc32pz3aWtTQey45WvvcpnfvbneP7ZD/KLn/8FPvtzP8PJrdv8w898hpILn/rU93J4cMjf+3uf4eFrb/IDP/Kb+R2/47dz45kbnF9c8BM/8df5wue/QM6Z9z/7Pn77D/wWPvnRj5C08FN/62/yC7/wi5xdbLh77x5K5ff/6O/l2eefZc6Jv/93Ps1P/dRPoap8//f9Jn7wB3+QD3zgw/ztn/kpfuK/+2/Y7nasD9Y8/97n+Ff+lX/RSKMuocFWGdOcwUMhUYpNH1ywFZKGbLyP4tiUSwD6LpKzkufEYrB3UHQ9pc6UYofuJu8IEo0lIqZlsXAze+94ApGOkQ3b2aYPnTPHRxd7Up2JLpJKIddkAW7FE3Mwqnp7O+VUCSHavEjA0xNCQEuG6ihqFtNSNjjv6GhNqUDnuzZhEnLNoI7ev/PJ43XTcF3X9S6pxWqBpoyWdx6D+62VQ2RWgdFRDsz6l2TH5C5N/CXCfJapRwrLb/nm7YTePyOdXcDhAf/DT36VTiqh5SWEu09Thzuk/98X0dFcFPupadqNxA89g3/2LrL0eFdQLVdrCXXKRGKl+6twxZDPAs1VUd64QL9xSvj485RqI5Oi5sc3K1rBAau4QDGo1N7l4H6VNsvhOOzWLMOCs/mCkXOjFVZHaXaJZYisD24D0tiUVvtGBhTvDEvg2ljf4SkxAhlfA2MZKaq4BjHeMbOKPcEFVIXiHJBxNaA01T0zB/6IXdkx67axF9rVc6WtHpqKo9pJFF1HpOOb61ffdRtyeeb07JyXvv4N5jlxfrHhtdfeYlit+XP/7p/jJ3/yJ/mpv/nTHB4c8mf+7P+Jy7ThX/vf/kmee/Z5losVn/70P+Crv/wr/Dv/9v+FqST+5t/4W/z5/+T/yZ/7d/6v/OxPf5ovf+VrfOr7foAf/dH/Fffvv8Uf+d/8C/zWH/ghLk7PefFrL/I3/vpP8n/7C/930nbmP/mP/zL/6f/rr/Bv/el/g//0r/xl/vV/81/nqSefoOsCtSazGrsC2TX7b8bH/Srh0e+J00AiG7sDIz12PjCXjObIyi2ILqAlkVzictoRo2MdO6M+VkcXejbpkqwjBPNoekJ7VXYknS29UmZEO7IqtWSCdqCRVMWgZuKo2eE9nP/KxHyeDUi17umDTSWC6xnCkt4vKa4SsXyMqooWw52/tX2ZoTPqKMAQF3QaSJqpAVzK7F559Vd9nX+1um4aruu63iVVciGPM35OfHumSyiLjoskfPWFM57/8AHeKYEFKwk479jpJY+//wZvbgMXtfJNi5D1Ahc8btEjb7zFM08fc+Pmith3jNvMV77wdfTpm/gnT+xDrzUTzgFJyV99Gf3SS8Tvez+b+cw88c1ml2RmYMmcZ7w3/7m7OvAhxoFchTLOyI0DyFtSgaSFooUZa0CCmB0vuGj6g/1B2x6CauV0vuAgLlvmhRCd56Q/vMJUe1+vfO/+CtyjbUrj2iDcLI9GijRdhBCo4wjzhHQDQsE7h/NiI3DNIAlXIxUh10KuhW3esgqH4Cy9sCNSsNTN2q4uBQc1UEthCD2KI2M22qTJ0jjfIairkoFA8MKwftRkqCrr1Zrv+cjHcc7x5OOP8YEPvI+uH+j6juPgic16+/D0Ab/ytRf44R/+zWhQjleHPP3Y4zxx+w6/9KUv8ctf/grPvOcZnnz6CSQ4bty6xXPPPUvf97zy2qt84ctf4q3zM/7Cv/8fgCq/8LnPc3xywtnlBT/2+34v/9Ff/I94/r3P8olPfhcf++6P2mvBAomW71GzhW2lnHHem2bFKVOaWfQdico+JbMW8N4WGIUZpBCcY5xnnHe2ZgAupxGPY5KZ6B1OerLOBDWXSqqgGbQ4qm2M6GPLwdCZqjb9KqWFYomtQfIMF5cb1vciyxsd4iCRcaHQh55pHHnx6y/xF//Sf8xerbNer3j2ve/hj/1Lf5SlP2ARBpwzwWeqE5f1gt4fsZg94WIib69TLq/ruq7rWyr0kTzNaC4wf5tiSOdIPnAaOl79+gVPPhGJfRuFZgclQl8p22pX828v72xd4QQVpR88y8MVMQZKsTCf0+0Fy8MBHwSVwoRZ9lbDITJE9OFEeeENwjMDJds1tWkaWnSxN7eAKu1qv9KHBfkb96nnW+RwCa5SyThvAjmpQi5KF/bzBLF1RMkUEYJArhVVxTlh4ZcIjlItgto7S7LcV86FbZqoVI6H9RX+Omsh5YSQm5jQXa1SlGrThmkHaYZhaauTdqUbnKNUyzHYpC1eAl3jKyz9At/GzxZbvU/cNNfIPs47U0magEUDD1XmmlGqAZHeNlUwANAjkiTteQkucDicEHykJsV5oVN39b3eOYZ+AZi7o+t7uq7DOXelO9kfjNM8E2Ik+EgMHSF2uBjwzjHPM+vDNd6bMlC8EDtrbGqthBh49vn38P3f97045/jIhz/Icrnm+OCQ7/lNn6RfLzh/eMovf+krvPC1F/nD/+wfwjujP855ZsyJGO11DVhjqlTmmojZsOPSDvboPQs/MM6puVDFUjRF2uuuzdmjOBcpNVMqLb3TmiytjqCBKpClxaw7T6qlTZxMEFuqIq7RPHEEEc7fGokHgW4d8J0n5UJOic5xxcq4nC64OL/gx//w7yd2HV3sOD4+pnM9y36FK3vxpiM6R3A90Q34qSC+w9+7844/Aq6bhuu6rndJ+eWA24xQ6rfvoADUOcah542zHUO34eAo4AdQFXztkThBrWj5VcRV3kHfoceHeD/ho0eCI3Se4xsH3H/tAaG7ybAM4AtVR8sq8B3hZEBSIb/8Fn64QS0ZOezxwz5aScCJkRlV8M6uu8RFyisPIFXCYzeo1a4WLavCvP+VSnTe1hVqDQJaUbE/S7VQtBKApV+jFIPitNwCxBDXezdGVSXV1PDCdvqowlzMF494oguEBquq2M9iniAnWKwswKvZBvfgIqqYDa8WaI4MQzA32VwTeCrVhKKqeKI9TpGrFYXht209s8+tqm9zmhQ1G2qMJqDVWpl2Oy4enOOdRztnzhQFqWr/tu920tDPub5NmAlFHjUgQ99z4+iEl158iWk7odvK2YNzdvPMrds3uXnjhIenZzx48IDdZsduu+HyYkMthdXBASfHN+j7ng++/30Mw2DwJR9ZL9eMB1s+9f2/ia9+6ct89h9+ll/49Bf4Q3/4nzHzYhO52jNkB3vV5swQoWo1fYxzqBoW24nQu44iYtHY9mpZyujbWi1xiji5ImOay7eFpu3zUESQFkcheGtstTlhxJnuwNcmNLbXdXo40x2ZGweFWhxIRdThNACJopl+0fPDP/JbWSwW0OzEnsDLL73K5uySXAo+Rm7dvMVTTzzFq6++zO7+JWkzcX++fMfv/+um4bqu691SBws4vYBcYDfB4beKDt5hOQEJXB4e88UvvsQTd1bcemxFfyR0cYE4z8rtmKbEWKo1Ct9UisuFsHKorxAci8OO9330aT7/D77ErRvHuL4j+ECQSBVlrCNyd0UYeurnvwaffoHoI+HDT+EfO0QDzLqF6phSQkRYuM6ElHOCixF38xj33D1yOWsBS+UKqRuc3cexJLMqOkcfOrxC0kppgsWslYXPtpZoVMZUEuL9FbRpiB1dCMx5bo/WxJZeLCy7ENmkLdEFhtDjvAkto+9xaYKS0dUBSWdoVMxSC1OeqSIcDgeUWpsN1bMtM1HMlrcP+/LOMdYtOVd6b1HXsncHvA3E5cWzdAOW/mkKEo8w1pEx7+jlwEiNVTl78yG/9HNfwHvP6njN8nBpSZnWZeAw/kXvPbUW8lQRFTvsMHR3jBaodOvGTT7+oY/wH/yl/5Af+oEfJL2148Uv/gpzSjz13DN81+6Mv/Jf/FWCeO7dvMurr7zKK6+8ypwyz925yzTNvPDVF3jhV77GjaNbTGlksVxycnybX/nyVzi+fYeTkyPu3LlF/ZxpVcZ5RJ0SQiAE0yl0nTJOM6qB4DqCdy36OzbNC6CVqST6GJhrZa4W1x7bdEdqmzTFhK9CUSWEPViqBXzhSZaHiXOmJQl4XGjhX7U1Ms5Eyq75Z6c0o1tFgqCHSh3sNes7g5BF6fc0EWqppDETasZ5h0RIKfFf/9X/lvv332IaJ4Z+4GMf/xh/7J//4/z9v/cZvvErL3F2/5QX33z5Hb/9r5uG67qud0utF2gM6G5DPr0k3D359m9LBGJAP/Asr59vuHxx5Gas3P7oilJmnnhy4PB+4Wsvv8H41L1v+lZXK0eXl7j3DJSYCeIIwVMWiff/tifNgUBi0kLP0jQJROa6ZT6A/jc/zyIcMu8m8qd/mfq114nf/T7CakmpI7XkdiXoWPW32P3Xf4f45F3kziE5bZnqRIg9UzKioDjlqBuowOADzhk8aFe39ESiBEIM1Agqyv3xjJv9EfsQqT707Sl5dBg7sSjosVjwVCASXSQOjlwKF6k2y5xtygsFX8BvdzY0OLxJzq/sfRrtsSyZykzvPKmFVCUtFsbkR1wNNnJuTYk4wFfEWUZDdZ7DeMwgS+Y6WyAWsK0j0dno37tIjANrjRzJTfSNhxycbfjAwQ1ePDjm07/waUTg+OQmTzz1NB967/v5LT/wW1gdH/D4M08gMnF7Xek18vgTj1Gl4ILxK7wL/Mjv+GHuPXaXw+NjvucHvg/p4Sf++/8OPysf+chH+EP/4h+hSOFD3/Vh/uCc+Pznv8hf++s/wROP3eXDH/0gi8XAcrXgY5/4CH/mz/5p/upf+2+5PL/kscfv8bGPfYz3vveDvPDiN/j8X///oMBzzz3D//5P/6mr1yXgkZbX4RHQgcF3JlYU1zChle084ZyjCx0dPVOZ6BcdrgiSQaqtpbZzQWQ0PUvp7Heh0Nw5LcZdCmihtAkBbqJqYCrgyTgNSPUUZnq/IDORcmW+KFy+NjFqYvVYj1tb/x37/Vwpk9iRSORc+MbXX+Y//8/+S7oucvPoBk/de5Kbh0d848Wv86/+7/5Vnnvve/jqV7/Kv/Wn/o/8Mz/+4/ipcn5+yuHdI/4f/4c/xV/5z/6Ld/TWv24aruu63i0lQtd3ZD8ybkfWc7Isim839bJ9XzpYcjl0lN0IX7nk4OkFw2JBXSUOupHx7T/nYks4v+DeE54bwwHFzcxsAaELEa8rQK7Iiqozy9gRpYketbArW8ayQyQwfO97cK9dMn/2y3S//aOEXDkebD8vu8z405+he/ZJxqcO2fWFPD5kMQz0QN95BprgUW3sbGQdWyksZWCrI53rLdWxZnaaWcSVpStqARWkGm3P6RWBweSOCoGujesruaQmnPOsWVAVahVmB9BRXUBln4tY6GpsWgM7JExXUTifJ4bYGxCoFOZ55mQ4BCLStAiDH5jgKoRLXaWXJT5fxTZdgY+W3YExKnYX8MbX4bVv4FGYRvxz383xe59l/aHnePaHv8+IiDT3RegIIXDvyceIXcdHPvxhPvz+DxJqobz8JW4t1tx87hmkH4i+o6L8+B/8AwxxIJWZrIWPf+KTfPBDH6WebUzfcLhkkzYsw5IPf9dH+MCHP0QthXG34a/9tf+G4aDDLaC4wjPPPcef/JP/GloV5x0+eDITv/fHfjc/+rt+lyV9enDecT49QKl4iZSqzLnggvEW90qW/WpiGaJlWdi2i94HIBDrEjSgIhQ3ksh0nQO1aOoYLJ3S3BZ74mdt8SUdoqnZIz2Cp/OYpoEKTvHN1FTmQD1V9GFBtvDcd9/GhUh12QSS1dv0wj+Ks3ZOWK1WPPnU43Rdx8nxEQcHC37hl7/EK6+8xl/49/8iBwcH5FQ4PDxg8+YDai48+eQT3H3yHrlcR2Nf13Vd169SfjVQdxN6uYXtBIf7BL/voJwjx8COgQfnE8tSGNmwSROX5zs4VsLlSEkJLrf4NHJ88y6TbCwh0TIDqXh2nLJghaMSRPAOdmVkCNY01HbUdRKZC9BFJAY0ZcRFqtsQpcNJQGchb7bI0x9g121Qr6ziQCcDIoqSzZGgtod3zdu+L5Vm16wmdvN4lnhETP+grTHYHy5QmbKtN2wdYZRAtwctvW1LU6pBdfZEv1Iqi8HZWLrs46Irc0lEZx/TTpUogUxlN0+kmkg1GcDJBWq1DIaqmSrGlCiioB6t3pDcElqSp6PTCEUJD15DNudweY52PfW5DxiCKFfm1Yrq7DmK0RnDoCG1Sh0ps6kDduPUAEXCWGf08IBuWOMvznFvvIG+uEOe/wh99BTdkZOi1prQLxbUF1+3nJQbKzrpuLjc8Lf+xt/izTfeRFWZxpEf+Z2/jVu37iACKW8pXglD11YIs/0mVYcLDpyJE017YiuX6AwDnmttawPLm9i/XmCNGVh/a78TMBUDJ+X80HgZFGgU0rlOTTfiLAjLRyNqNoOsNcA2VaIGw5vXirhKZAHOAsBqVVJWTr92Rt5YXnjsAzffc8RiWLKrmwYFcw1/nqGCqwFXKyLCwdGaj37XR+iGnkVvjcyLL77M448/zo/+6O/msVt3YEqMp2cc37iF9h5JDucd43XTcF3XdV2/WsnQwaKD8w3lbIM7WH6Tav7brtY4bKRjmmdElN04M84FthP+csOyd4RVZdF54sKxY3MFObKMBGXULUEsvMrxSKiWajHbIUrwAaeeUhLqQWLELQfK6w/Rm3aFJ7REzVrNMZE2CGp4YeRRFHAzCBi4ySHqqRiOuGjFEylqrYQgRDFL2/6/7WtLE63ZzRVjDppDodphYtjn/VfQLKHWjKQys51G1sMxiEOdmBhT+KbnRzDrZOcjD3ZnbPOOUjNDGLCZQQVqU/5LQ2obaVBVyJqpFHoZGjnQ2TTemVVA+gFWh9QbdyjYFCSVHbnuKMVCnlZhRarJ7ok8kgFOZdd+wUzwGRYrinNoEJwHrxV3/gA9XlE0GQeheh6enbPbJfLXX6ZfLzm8MXBweIB3ni52xNgZcMp5vv+Hvo+Dw5U9w5ra4V9ATWyoWqkKHnOamFyxIgpBLYSsql2t76UY9oo8Ems2eQapmK0yiP19KpkiuTWIjl4GKhbVDVCduWMigap6te4pms1mGUvLSDFXT5V81XRqE7COu8T5axuWBwNxGejXke7Ek7VSxcS90sS2tRaktqYVwXlP13fcuXOH0IsJX7PwxFNP4L1nGAaOVkfEHrbeM6xt16FXIthvcTr9Y+q6abiu63o3VR+RPiIC84Nzhns3mrDx16BxEGFe9Iy7LW5y1NGEXuV8izs/5dbzRxw9NhAPhCyJoobQre3KD0YAZp2Jtn2mVgguWnxwmnEiHPklec5kLaaaHyL+zgnz576C/5EPkTVTtBJr0/M7R+c6cpmYszUaFNsPOwKgZJ0Q1+PVkzQb+KZUFr4nSxshw9WBPNeMUNCqlJpBOryAt1MYUKJ45mwf9pZ3AfttdBc6HEbkm8rM6XTOSU4MYhMOVVPHezFXiqnuHVoqfejImhizXeU6SeRS2+NpH/6+Y5637XrXGzJaK2OZ6F1vj0ZsdJ9vnBBuPoF4j9ZCSRNKMkokM1ktnjnnRBcDOx3p6IgS2R+9BeNdiApBOroamMuIrJb4g0PIUF7+CuXIsw9RSynzja+/ymuvvU6ZZ1Z5xd0XPR/8yPs5OljzB/7XP7Yf5JidVgupXFKau2H/s83OaVqRKU0QHTQ7qzZEcq6FoorWdvB6mxiIty2TtGmTd870BCWhGokidCEwkamuUmvFa8B7z8QWJ970DHsrqVoT432HuP00xhrQKN1VHkbVwuwSKRdqzZRU2J1aNsbJc2tW6wUiwqwjY0rEIObAUCOdzrXivTlY1Clh6FmvVkTvyXVsaPKB93/wfWjKfPYffpZXjl9hFVec+3M+/Jt/kG7oGOae2MUrW+47qeum4bqu691UwRPXC8LNIy7eeMjw6n24e2L8hF+LxiF69MxTbhXcqrJedJzdPYFpy3Dc44fAPBbCwsRipX4zndKJoC6ZSEwjR7FjzsoydHgxoNGcJg7ePCffucu2bkmD5+g9t+Bnv0SfF2zCWQsxavHZBZwawNeJg6JkVWaypSa6wCKsKE4QUUIJZmXzkMtMHzpmjGlALSy6gc55Urvvkcgu23g3OtemGTZ58EEpMttVvXpKdSAzXqDicM5x1B8wpsw47wjzSFRbbZQK1YGKBWYF8SRVssLxcMyyWzDXzG7eMhfloBvQMjKnkeQriWKHu4t0LmK51xj0qVpqZFXPXEY8M84FCwKrE4f+yCYjfiC4gGdm9o5tPmURDokMaIVtvjB3iPN0mBOgamHMWwCqziRRnETq4/cY54llWND7gVozX/7yV/jn/rk/zjAM/NIvfYHP/Y+f5QMffpqL7RZcxO35BS6Q64ZQIUgkSEeRySgdxVoLJ56DxZJpgr73FhWuleA7NuXC3CHOJkSo43zesu6WJBIhRJvYJLict6z6Bb3r6CSCc4QAcy42ZZLCxBaPpw+BXR6bINXjq2PMuf3cgEgHfgfFbLXeBaIExlyYdGR3mdi+ObJ9a6TsJp77oadJJDb5Eu+FzkVctPwLaeTIqcCq78kzJCf4MPDk3Wf45//oHzGWRbUmq3MdYav8u//Gv8lnv/ECr50+RBU+9eQncQjf+8mPMU0joWvY63dY103DdV3Xu62WAzx2k3h6yeUbD1kuerx33za34ZsqBi5OC/q6kn3HdLSALjI+fpfNeWXlIzdvDbbvBzZcXCnNwcakjojiKbVymSYWfmUjZteCnnOB7SWHX9+i9x6jHKyZxxHuHcGbr7O6c5P82kPyL36Jxafey7aeAiaWA8hVGaIDXbbRvFIygLKlTSNUiSEylomtn9GsOIQYAtt5JJXKMnZ2GDuHOCEXCysKTeg2N3dCVds5V62MdWTwHbs807lI5wKI43g4bJmeinMBHwZ28wPmORNcb7kaTtmWiRNu4F3HLBMTO0LviP2AfPkLMCyRm7fRUlEyExcIK/Psq7IpW7w4okS72q+JlV8x1Ym57lCxK9hN2dD5Aak2tPd0dDgu54qWkSAFJwGchS6ltKNqRsQiy9/MrzPI0g4u76k+03uPd0tzFLDXBnxzqSpTKWiGyoyINVaQ8R0ti0QpOlHExJ14yMwUtQyJVT/gCUb7rBWksPQ9u2LhTt4HgnQ4iWgxrchcIGvGVTjqD/GNizHphK/WAA4hMuZEKgXRQhBH33m6ENFiwCpZLAh256GKuYLobaIG1JoRIPrAOBU4c8QaOLi7ZHn3CPFC11DerqW6ZtnhcMyloFXog/39rDMuJ/q4ZL0+5P3f9X7msiHSo195g/ELLxJvHxB+6BN84uk7zHliLjOOyun4gFv37lJqYZd3vPL6i+/4LX7dNFzXdb3bqtkl+yduk158ld1r9+nmRHfnBPrvoHFojcBcAg+2I6X3pOMIuRDHmZHE5TDiGenoCdKz9p6kI7PuyO1qJ0hkppLJRBxj3dmkAcP5iu/Q93wAeeNlJBV0mikhsPjuDzL/zBfxZy3J0znSzTXbPJLKTHChqfgzcw54MXR0FWXSLVOa6J25FUQUSHQxsk07xjwScBzKAaKeoYst5XLEO0cndnhm9VTJuObKn9PEohvAGRfCmiLbj2jzSWSFwS9sEOA8VDtQC4VdmVm7vsGZCgfdQK3KNm2Y64SIcLO7S7ebcSlRV4EwLKn5kl1WBllewaOChKtdu4KtOHSD84FOekqxpqaUiWVYMnEJxV15LWZmks5oiVjydTXBoBO8AMXZ3t3DUg7ovQGsLJrbEkrHurXXsNlsn3nmKf7O3/kpi/OeZp4eDnEuktzIzGR2V99bWmp14LVBqhwlF0Y/EunxzpqA5BKpFlKtOFWCGCo8lZmk2VYQV8wMz8wEKHN2ZO1YhsjFGLm5yPa91dZoOGU3Z5xWBmd5EIKyTfb9Ti0VdJrmq/VDqWICCUws6rDgMKQyp0r0juXdQ07fuODi9BLfLRme7PE4VJQi2RqhvXiyOUFQyBQWXaQUmOeRXdqyGiKDrNBvvAWbEX3yJrunbuLSJU6EXBOpTExlIo2J6ENzBZVvatz/5+q6abiu63oXljhBjlb0JwfMZxvq5Q5Wi++saWhVQ6RuR/JmonDBsIwc9YVyNnJ5ofhdxzBkOumJMlxFOhfdNCpewxir2pV6yzowUaCgIrjFEn90AsEjzuFDwJ0MhHt3qPdPwQnhyTtMnSfP5UrZX2tlrjN4MSiTMzHYrDNznZue33bUvgaC87bvZq+rrPTeLHmzKrWaTVNVKFfaDJs8BByzOGq1dYMXiC40EqH9pKrFhIPiCCEi0gQXWNpkdCZenOqM1GqJlUijDQpehf5yiz97gB4cw/qgTU/sfgSxq9LSMihgn4chTSgIqUxEWbXmAEApJIMONaEnWlFX6Lync11DVdvqJdBfCfTsKDVRKWJNhZE3TYwZnLl1KgV18MQzT/DG669Ccazw3EiCU38l2ixAUUsaldpUqy3jA2dC1KQzoYar10fbtCd4h6gjF9O/WDPY5Kg1UzBxotOMqpBKZBS5aupo8lOlQhWmPNOL0HmHaLUJk72b7H/FJmW9H65cOI/slHvYk5pzRsCHgA+O/qBjnnvm80x0jbTpTGqUSsarZ9bM3izrRMmYI8NVIaMUnSlVCNWhb5wj4nFP3Wa7dnQloeKunBtznhjLjrnsI9P3r907q+um4bqu691YItAF+ns3KVNC50Q93+BuHHznN915Yg+y26FnG1Zhxa17Sx5sM9OucvkW6L2EhtxQvIEgA8HNjb9vOcVeTdi3Jxiqmoo9q4143fGJuSQwy1sl0X/yA+x+8u+aduN9T3ChlyjKMvRtxJuZciL4xv03ErLFQjuaiFIRvMVHO3Dq6F3fVgwQvSDq6R1UV80roVBVQIzxIBLoJaC9hRSJGqDJe5hrvWoOqlZEDQDkZGhX1HanOtchEbZ5Zpd3qFYGv+YoOroQcXhcyrg3vwG7kfy+D8NigZZEVoz+KDZJMYV+yzlo6Z0OT2Qgl0zxFpYUnMdJJNdEpEecp5DJmohOGFxP75aA2RdHEmBTABE7DFFFFLIWgmLsCYFcZ/owtCveRAVu37vJ7Xtroi7gxYfUr74GWVrT6Khih2IfvGUyYLdtFlY77EqZ0JoBu5oOsTMIqYhZMPfhYbjWdEGqM5lE53rQmeggqyMX5XgwBkdtolWHkLMRLdWb5RQtKI4u+NbMVqpWogSi61rSpLk3lGwpl1Ip1TQYXefbSivRHwTErXj41TMEmHTE6z6MTRnomLVQKiAKXlEp5NomON4hRAID8X6ijAW5sURuHZO3bzC49VWTh0rDaFdq0864Jkx9p3XdNFzXdb1bSwTWC8LQk04v2J5dst5br74DUWQ/XuJubxlW+4zLc/zBksduHnH68pb7X76kPz7ErQNjNYW/J7CUG2QuqU5wAVxVkk4cyjEAwQcqyiZtGHAoS/ZXtqoZL0JKW8piwC8G6hAYL0+ZtLIKPaKCVKGPPanO9N4Ii1OZwEMojrR3H2jmIl9wIEsT9Sl0vqeLHTkrfYAJozKagiGwigM7ZnJVJFd8gE48JdhtliZitPyIRBVtoUiZKoapdmJCSouB8ETfMU4XnI0XlJp5Ym3COq+VIJFYAvLwAeVTP8zlfE6YRjrXgXqiD0xlY0JGCcwy4T3syoXlhEigCz3QM+aR6B1eOlKNeIo1TvtxvrODvIpn79MTcSz00ISVVLxzNkkA1qypLlOAuWbmvKMwcyi32mqkMJWJjoD4igtqjoZSiGeV47vHbPMlWh2RnlCCNT/Vmo1CYZt29F1veSdiIWRFC2WemLE1gapFeNMwTp16ULWoa63MTATfc9gHTtzEbjchbka8BZIVrHkpVG6uT8x+q5VOXNNzJIILFIQxZZah5+H0wFZhrsOrZ5smutY+OOfpfERLppSM94Lzjhgd3bpnmlsmhjMXTa0eeqVOwphmRGZ0EXECOXnjP4iiIgzhiPEffIbVD30Cd+8Gqcws4pLBL8hkxjKzzRfs8tZWZjyy9JZfLSfmf6Kum4bruq53eXUnayiFebOD8+23n0nxP1F9jIQQOYhrhrsroka+8T/cpzuO3P1wTzxwOHWs/RFH9S6nuY1XBSo7SktvBNv5H3U2Sp+nERuvKt4DPuCDhTNptSCpg7hiyEKonQnQXEXV47Rn1kSRQnWFXdoSiFBhERZ4icxqFtA7wz2KGMhnM1+y6tbM+ZKOBb0LIIWH8zkAUSJKZdSRUmachhbvrWRRSoXee6bSorjx9vf7QXfJUBTxAdcYANF5ovcULdyfzrixvEEvirz2KvLyq9THP2aMAOfJOnOhO3I1DQfO9t92+CV6iUzZgraCK1fi0M4PVzAkHwrTXHCYTbGTnkEO2dWRtVuRm2TThu8TkYErPgSezndmaa094jJIoTZ5aC47cqlUKXSdo86Ojp7KTHzqhHhyk/Q3fx5+/HtZy02q2BU7FXAFr5Fd3THpzNKvDILkwZJNPd5nkipRhTmbHqEZMwleGOuWUgymJB5ymei7HlQZ04bkMjlnolq8uuDxwRQoc804B5YbVdmOMz4qngw4vHdkTA+yDAu8enIxbUs2rwwWGWYNbu+WLHyHipJc4tYTgS//3a8z3OlYPRZZnUSWvrfmqI90fXe19qgVnK+oT3gJDGXB4pVL5vVAcUrKW6Y8EZ2tGwOBw3DE0i85Wmzpfc/p/IDLaUsq71zPYLd1Xdd1Xe/uGjpzTpxv4WwDB8vvnBLZyonjeDjmIBzQMRD7in88sDxa8NWfe4XXf3HLjacW3HjK4pSTm1l0HqkeRUiSr+A7YGNpL5YN4XxPZUKkgHPs8sjK9+z33t4H+nzM4mufQ55+L7pa4tWgN9u0scGzCkEDi7Ck5n3Ko+JcpY8RRyAx4sQTvUCMVDLRRaqYJt6LPX1zsvWGd4aK3qQdKz+giNngnND5CASimM4g14IhBzxO9kmRlaqZohkvnnVcGZGwnLHwPfLGG7jT++AjPP0ccnIDrbsmtnN4lEmVUqamJzACZHA9uzQRQ2eCRTF/hbQwpUpCKdQCKVtqZKgRcUaqXISey3xOdD1eAlTYppl1NzDXRHDR+BpFEDzVNTqmOjqJBNaAkOolhYw4xyL2jHWLZEH32Q+3DvAvPYQ7R/jOyIulJXtakqjpTB5O94kSWQ8r0x60YDGpjjlscT4iJZCKTQNqKXYfw6Ok0ExuUdaFbbEMCYBI1547bFUmCmVG1ASdNs3PRO3oGUBgy445ZxDHBZd4MUqGAJ035sij8ma71dkAVB7COvLYd93m4tULxm9k6rmiTxnOOlf7vXJ4UsmMU2IZA3OqDLFn4RZMn/sC8v0foK76JvycGGRF67gMYe0cC5Zsy4ZdmhEcy25B4p3XddNwXdf1bq8uWviUVvJmhx3Xv0ZdAxBdtINe7MOxk47Ozzz+ntu8+cobXLy6wQO3nx7IzOZgkEBVQDpyrU2tzlWkM5hcz4mgtDhsxOA9ziN5hgdvEC7OkFJAPOoCWitaZ6IEagP/VC1kzSiVQDBNBSbg2+Udq7CyUTfgxDPpjFMDOCmOAlzMG0qxpiZ4Q1MV40UCJpDT6uicv7qdqnZ1Xqup5b1vwjTskFeFudpBt+4O0Cqszi6RqaKLNSwP0PUBs5ugKnOdr77X42390RoGVJjyhEpFq+GSRWBwnrkkKsXAVOoM8NRiwEUsnyHXQvAGZso6U67w2zYBMcjR3mlhz40hLas1enRX1EyLnfb4GhBv199BOhRhZGJ16xB94xS5saL2zg51Vbx4g16JI0rP4IvRPBuwqSqNCCmURlrUpufAKaVWPDZBKFUtepzGC2n2TwNFSYusrvZotD0qv49SF0pVorPnI9XUAq/EWB/QRI+VWQu7kvFXaR+2IhNxFLGmRZyFX3nvObyxIqjn8v6G+WJm+3BmcUvYTTO9t+RXUY80IaTgiZcF9+ABcnIAhyvGumOuI5XaMO024VBt+GwxYWmUjpmJqo/yN95JXTcN13Vd7/byhjpGoaTcPtq//apv0+GD2dayZsMBi31gVgp3nz1hns45e+uc+y+csjxYgjjC+ogQtDEPAlNDBoeWmSDSMhtytsMVT6kZP83oeI7TDONIfflVnJupB0dUL3YYFtMhdG6gzolSTVsmIqi3/AmFBp1yJEYOwiFVqzUBagdukfazxSiAuzTinUc0QDXl/56yJ3u5pjaXBeaWsK+3g84p0CYde3eAw5FViaWwzErIAb+ZoB/It+6iw4CWxCZdsPYri/qW/XcajhppR0YV5jQTo2MqI1OZcU6IcUkqhSoFWrMhtmewg5hCUYeTglNBnJJLaqsIs7AafTDY4xGa5sHwzVfYbCK0Jir6gFfXbIqeTnq89GTNZD/jbx8zv/wVQlXUKbmauyESyRh1snNGpMxlphTjYGhrWoJ35Npw4Ox1I5X9P6g1canaWL5KAWdR187ZJCGXTK0mXnUtLM2J0UNrrZQCwTvUVaacEbWgKu8C+xh01UrSTFahlGwNScM+759flUIgEMTWVHjH0b2VESPfmLl8fUd/sqQUqO29ExA6b8LO6Abi5Rb92n3Cx58jkdmVDVlN7Fu1ABbzbWJYm3gN0tG7jlT3DeA7f39fNw3XdV3v9soFOz2FOHTf8c2ldq3pKlSpnE1ndGGwEbmHEITghPP5jMc/eIf+64FXvvIGX/0HL0JY8PxHHevjJbEPeC+swoqH0yWLEBiCt8PKDUgawSkaItF38I2voJfnuItCHj05eZY/+inG8ZRd2VLHS7i6YoSw2XIArIY1ZbG0AK0ESROlGt46hGD/ndtVoRTWboVS6NxA0cqUZ476g9ZceFIZSbrDdYPt9vGExg++ImD6SOcXQGGsOwZZIxfnkDM1eGqZ6fzAouvQr/8K+tYbxDyzvfME5ann2OZz8nwKVRl14jgesw4rkiammpjYIQVKKIgOBO1Z+AEqjHpBaekZiZku9uxKIdUJxcBHnbf9ecqZwXliCOx0w8g53g1QhaoJj7EfnFecbxhrM2JQSBSKtZAigDd7ZEv+RPZ/HkmaCAT67hi5t0DTL+HxaHA4qfjSMZaZ0Cyn2qZNC7/grJziNRCJRO9tqpB2zQZqawBte/u5Gp0z4AihBY9XT3CeEM0ea69PeXSOuowWGi/BaI/qIwmlK9IitW3C1RVPUVt32IDDczwcs8mXgFlCi1ZyS9fsQ28NkIt4PLuyoWgm3hQW9Lz6i2+wuLfg8HiN3zcvzgihKYMPDopQcybdXnGW3kC9EjBnxH4jss8v8QKF2ZZYrlpAmkbmfB1YdV3XdV3vtLYT7EwxLicH3zFOWmelvh7QYiPwu596jJcevsTJ0ZJFjExV8Dpw0t/CeeGJ5xec3D3hlz73KndPjil9pXrwrid4G2vfXh4iriLn99Ev/ixst7A+gpohJaRW9Mln4f0fI/Zr5FdeYfzCl1FNeJeRYimVDkcqCR884eYd3Csv4V74it2Oj7z5vudIvcN7zyoOHMgxhcqss5H+gElnbvqbCM4mDp2Q1bN+7XXktZfQaYeu1owf+R5mV3lt+zKD7zjqjq6ipRcJ5K2XqWVm8dwH0AruV74I52fIzbt4Avorv0h9603k+Cb5yWfYHh3x5uZlTua3bMStDkVYOGGbN6RiiaCTbvARYrAALmnpnROTWQGxiO1clO0IoZtZy3HDTVlyxtxsggC7umHXDj0AR0VFqaJkdWidCS7iql3pdy2YyWNArrevuiIRG9wbvGpPPwy4ZgkEzRkOF+xe+AZ1ewC31wQxHcW2XILYWqRWE4ku/JL9WqdoZponLuctQ4hNQ0L7GYHQotBVCod+zVzKlQU0KRbmhcMTyKZ4QIqnFKW4amsEzC3hvTlM0jyRS6U4JbJF6VHfeB9eUGb6EM2l4CpSiqVp+srMzDxbI7PshhZiZhMjAtSlsFh1dM6SKGuVFlCWCT6w7JeEmA3NJJ6c7f5Gv2QZlgQcmUqpmSCB4EJbRJSWUxGZcmIzj+/4/X3dNFzXdb3ba042bRCxFMzvtLqOiwdbpq3ZzPj7r+LeW7ncTpQkLOOS5aJDqlDqiHOwWi35rk8+y+x2LLoTutP7+K9/HRknXEpoU/nrsETf837y8ohRJ7O/ucAyLtEQmHKCsqOWCZIiEo2ZEAtjnhhLZhEMY53qTLh7D3fncUDIZWTwpfETuRJBRlmwmDOyOUfGkfzM+6iNoxClJ9YBPd8gL32V8vyHKasDdHfJ8PmfRe89ydHxCnWOXAt98HRf/AV0TrBYgg+4z/49NER0sYCbd2098Lm/jxydwMd/0PDRecPrm1fIxQiEXYyMeWKTdpx0RxSfcd4z5A5fKyVMFrmclSAe5wKlWF5CCJ7OB7MUasWlSPVtRYOlNWpR7s/36XwkuIC0ePBKxvlIEEdUR3Adc93RyRJxBuLalh2x5X60UPA2Gdhf9z4KjjZs9AihkpnJOnLAEeE3vZ/06S/hu4g8dpvteEn0PUlmUMFrT+/sZ6TGaAAToj6cTjnub5DZMukExRO8x4ykLR2zpU06IIZI1IZudgK1NoOmCWV3ZaTzHaUWe20QMoFaMnPT1fQ+2voJwFdKtVbJORviOTqySzgn9D7gS2EhPbuS2GULmFqE3iBUYqmdTkz/c/HKlvDE2lZ32ONIFLQ0eU8FslpDUDvWYUXnuyv3B9QmdLXpRxBrDJdhsN8RlGXs3/Hb+7ppuK7rerdXqebhEiB8p4oGSAdL0uklykzoIperIxZnlzid0X6kZDUVd2jZkdXhXKBfgEPonFg4j4/4e3dQNdGaUtAQqMsFqauoBnMAiLCRzNB25VUzOjj8zRXllQfILYsrrpKpLlOlstVk+RfBkwVSUXwUcjVNhqjpG7IWogjEBfQVP1bc175sX7M386lCKqTHn4aDY3LvSaHDPfE402C7fsTj50J88+vI+hi6njosoBRknpBxQ336/bBYWXTzsCAvFkgf2cyXjJpY+h4XenofzR3iPEs/ULXi1K6PxSniOrzrmMpsfggtqCodBoRKJNM+iMOrkLUYr0AjXhwVYSozQ+ipWplKotYJxPb2RQtenV1Fi00ktJY2PcjkrIw6ohU6Z1He0S1w1bNJlzhvyaWdLNAmcEw1USRRJbOpGxaLE/yNA2TM8MIbxGduQFUCXUusNB3CTGqjd1NM5GI2y0jAuwVS7Up7cAumumuTFiOLGuzKhJ17HQIKxU55mpTSXAsijTBpbpBB7Pk1ZYFxMJw4Zoq9Pi1availktaiexmkQZvUaJbeOboQGgMjM7hF05FUs4bOmXjgsA1IsGmB7wi+R9+6QF58Fd1mwr2bZjEOh3QNFV4b0QKgd0ZedWaiQB2kbJOzznUcxKN3/P6+bhqu67re7bWXnYOJIr/DKssBDpcE7wiLjnzzhPkiwO6MWiY0TOS4QqKg1VHUpILeC4GAaqZ2AY6PkVv3wHtqzhYh3EbJlJnQSIOlFqYy0rcPbrTCqkNuH5K//jr+5pPsP66dE1ItLS/BQolyqYypsOo9RbTlQ7R0RW3o4hhRVpRc8G+dGmGv2qhfREA88733EXxHqRMpwHj3DjntrDGoCrWi44509yn8+gDxHWw3SHwTugE9uEkNBs6u6zVTnuhqYiojqUGEet/RuY5JC94FgveMOZmw0JuqU0SI2gMBZCJXYx1EF2hHBlr1CuyTKVBnnHM4NXdKpbKKC7ZpRGtCG8gKArUWqvOoOJRMlJ6iM1pMLJpLYawTUgWNlnxJ9VCdTSGalqFSoQVkzcXoiebOSOQ6M9w7gZcfUl95QPfYTeagBCJ7Y6pDmLQ07YJDtFBqNhGoVvtaAZWR6AKjGSLeJvpTwNwZ9hpadPZUM6GJFRFrC0QrIYg5NdQTxDEXc8FYaqY9ZwllIQ5o9E1oKZ2GBte98BUDRolA9NGyTpwROXNpTWC116NbRIawMEFmUsLpbPkUDxNyOUEfcfduQlGGsDDraYsq99j7wdw42h6rzXqyJqCaKyO8c3z8ddNwXdf1Lq9ajUn/a1nhsVvAo8/n6cYJ9TQgm0sWi5nlaoG0H1kpZK1EOqoUkoKsl8berxtUIWIWxVQyY03c8CdUP1JQSrUY6ZIdqgUXQFcD+Zagv/gF/CeeppcFToS5TmxT5ebQGaGxXY9J26/nMlFrs+lF8Gr+f1eFGmC6saS/991oERPGNRupL5DyZAdsNbvh5XzJ4Dq2aaJSiTESnn0v8zyzKBOdeHzKcHofvu93QprJeaKQ0aJMJRG7ns555gLn8yWH/QHLurZMDtX2nFTGMtJjMCcboAcCC5xkQyJXpToFl00/UGEuianucBJNDyBmOy2lsvA2ulbaGsabINReLyMyml6hI3rPRnd2Da0eJEG1K2pPBPXs8sRYNta66RLUk2RGNCO+o2hDalfja2gucPsAdjNcbOCFN3Hvu0lWoXc9Uezo8ioUXIN/GV658x2ZBNpZo+iFwsTge6Y62/oFc4h4MRppJV85RcYy4VWIrSkDRy0jLkSz+Gol6UhCWHiBmhjTxHmeiM4xuL5NISyRct67NNrrpdVWEfbeU8uZcB7nPHOdyDkjWVjowHpYEi48R+tjiy6/vKB86WXq+QZ/+4TwoafQ4yUpJ2I1pHcmk2uyeG7XU2ti0sLcmr9l19PTmXMjODrxjP46sOq6ruu63mE57xHfMg9+HSsdrUnzwOXljgc/94Dj9Rnv+cBdFusBRJnJV7I4kcpe+z3XTCETtKeXgSrKRjcsxdvOvkbWYW3kQSns0kwIPYthybgdCTslDeBdoPdQ3UhR5Txdtn2zJzjhhfNX6GJvHAmJpFSYdObQd0RtYVIy89L5ixz1B5TW9YQcIMMcErtSyc1yuQ4LE6KpZRws/Yo8zxyGQ8u4KC2UK0bmvKGlO+GqJ5PIbBln6ELPUR/pnAVDTfOM+Ga/c0IfCjsVtnXC12BWRJf5xsVXzSXiA73vzVJYPTudcBoIAhMjvevNAkq4aghCu5oPzgSK6pRAwFVH8JHoTFZatDBVpXcLak1UzfS+pzqlzmZrrKg5FnzkMK4M1KTzVTB20lPb0bevowSULfOY6B8/oD9ZM/2Nn6UXIbznDjuf2JQd67Bk8Eu2+ZJcEyCs/AFjmRCEMW9t/YGN9CcmvBPYT5DU8jBmTXgndM5Rysii6zgfNxDtd2M7bznqzXkS6W0NoTPLAMELWTzUgM+JVM2CCbYK0OZTcdAcFZb5YUJTj3dtYVEdpSiD7xgv4Oylh8xvXnBc4O72lPSZl0DAHR8Qn32c9FtOGOcJp4Uw7Yi+wdFIbMoDw3bXzFsIve/ZpRHx1bIyysSoHSJC5waCRHJ6JHT9n6vrpuG6ruvdXl5on3CQCsRfp4+FFpJVj9eMh0vO7p/yiz//CqFkluvI89/7OJNPdLKHFNsh0kkwi5gX1MGKnlknUq5E6RDvyA01bNp2Ry47LkRZ/9in2Pztz+J/4ENwc0Brwr9Nzb/31u/yhoN+wcqt7WeLYYaZ4X6+D9gB2rtI31Ida05UlOLtSr9ToTa7oQAX7DjqlvRhiVMx778rOC/0fgmvfg3OH8DT76MWs8nNOjHpZOmZeLwf7GdUGzEPfkUqE6UUxBnLorrCoqwMT9ySF8+nDUPs6WWB+gyuoM5Cj7S0dE0sNXMVl8xlYpt2V2mQISwIEvHeNUAQdAzMTG1n7ptmwbOrF3gFxSKrnSq1FNxQkKKUUplqZdF1JM2mQRAsz4LKPNvIPkjPICu8E6aypZLYTGeMLnD8e76X9NOfpzs+YDgeqN6amUyylVDTbXgfwTumNDaORqXWhJeeTj3ndWQu1mB47+35KmJuEG+OD7za6qsUhNnyHUIz6mChansLqZOA1BGP0seOi+mS0/GUk9Uh0UVSrsxlMiFm0xqI2hxoD5SqjWzSyxr/D7/O9rULlrVyZz2wevoOcnRAOIlMNTFqYhsgbU8JLrDwA8FZA7C3obq6I7C1uPLasZl3DH1A1THNhbN0xu3VbU66tT1fCM698/f8ddNwXdf1bq++gy7AbrJ/l+9cSf1OSlXR1x8iB0tzZ3gDD01HB0yLHtmM5JI4f23DrccP8WKHyf4fh0GUUG1ESGkK8zbSZh9HFJvGwABFhUJZ9ejgyffPIRTqAWQSvQwInrkWOw2AISzbPqURJ9ulcAiKSgMmUbjM52Qd8M6YDwAxWghR8N5WAaos/UCvAXVdS7kMOAcuRvjal2HKlOUN0nrFpDuUzuh8Kjjn2cxTU+JXE/9RSTVxls7ofY/WYnHeEljFyOBsfF61ErzQcYDDkiKrSnNSxNaczGS1eK6x7FA1AqaFSWXGMrFwto8XtQOphJlxnkhaCM4TXUAJdK4j6bwHdTb9RG92V+9RETRDJ4M1JM5AT0knE61qw4E1tkO2fZFpAsSSQ8d+wse9tqVSo+Ab/XHWQlEDTjk1FkEfArnNL3CwKSND6IiuMxFkg0RFF/HB6Iy1Kp5ITfNV8FZqIKhaWmS2s4RItLl5tOK8J6AkzSyjXfE77HWoau6K4ILZbW13hHee0jQx0XV0yRNfeBNipBwu8AcD9eaKdLw0VkWEXUltahXpiEx1RKXS7bHmzgTNmUDF48hEl4zPsdfqiOOgO6B30TDZPGI4vNO6bhqu67re7dUFCMGEepsRbhx+p6iGR9WUX/nBOWGIjyydIpRFD4seQmTc7njrYWZ5I7EaOos9Rq4wzFeX71jTULHsBpWMYPQ9j5DJjcbgLKZJKu74gLoZqZeOsh7sc1uMc1Db6sPigT1Tmq6U9CJYxoBYBLGqMJeZTd0yayZ6TyTite3XK0hweCf4Cp1EvIoRJ53RBTv18MarsLukLo6Y12vO6pYgTXCJtoAru5qddTQGgJrIcdaRqU6GQtbMVCbWXUdmxmmHExt5D6HDaW9x4lqo6h6hgsUmKfsrU7BsAxPImcwwN42BazAlJ2a3FCdUzc2qJ2QgamxuBLv212r2P1Ejd+Ic6sC7jqoTumc11keoZ98Youpyux1tYKgGT1LF3zmmPrxAgyI3VyZ+vHKxNAolTbjozWqImnuk1Hr1untnLohSFBWurv73Gg5VIfp49bvna22po3Z7KqYDstbD8i5SNdR2F+z32yBe5kjak0HfnqFSKDgJFlylkX6T0Zfuk59/jLlk3M2BcmdJip5cJ8jWMCKmFYm+s5+uylRHJp3QWmwK5nqgUusIjcBZnE1XAoHODXQuotjjqFqN2PoO67ppuK7rerdX9PYvkC+2hL3h/NeqcyiFOdnB7Lxjb2jXWsE7ZIgkJ7y+GXFvvsZ7HnuMvrOPpv1Bp6pNqW5ui0Jlrop3CS8VUXNSZLVRtPUXBScJWa3QcWauTdhXexpb2GyXOJJWZhLbeUtwHUP0eG/QoTl7U8DXxMW8Y3aZWTNSwBdHVDtYD/0hPkAIwbInspKlMGuyjEcV4mamfunnqe/7KOXwiFFm7l+8zr2Du+QyE5wxFRBh2S3Y5A0512b5M6KiE8g1kauhuRexZ5c3zKWyiB2LGFmGoa0iAnOdKGrBRnOZyZJx3iYLlMrgF+zyfctmEEdw0eBDKqDWBKFKqYVlsEAwOwg9KpnLaaYLXWM8JFLJdKUjdJbTcAUVF6HUzFhHBEd0nelW3AzVWTCWpwVm5XawQlBHzxr3TE/6mV/GpUToOuqhETV7F6BqcyN4wPDJNrb31LIj7KOuW5KnE5jIuDIb1EoU5yAXe25EwlWf6rzJJGvJiJprJBUlkKnFJgBTLZRq7gcRaSsQc0aANWWKt2ZUhbnOrMMRQ4nEy4w82DJPmfnmit2D+3gdUXpq7RjrhlQSvRvoXY+jw7nAkbvBVEc2+ZLLcm7PcfAE16EizMb0vnrfRefwtWtZHYYor1ootbAr8zt+O183Ddd1Xe/2CoG46HHLge3FloM5oX1se9vvsESQLrL++Hvtvy2AAbYT+spbyJO3YdGjXSBNnre+dM6TJzfpOte86ok+9Oy00KvFK09M1JKNhJhmqnMc9Eu2actKVogYxCcSyRl44VW6H/wI8UaHpi3eBWYd8U5xRLI6UpnYjTt2dWQVvTEI2sWXSmKb7DDMGKd/oR2CkCmMMrPQnuKUkqsFfnlD/J7P50x55NitWUwT9XOfxv3w76PIhGpmUQPPHz9HQckyoxTmMpOycnxwwOW0Za7JrKUuME4TpWZW0dP5SFJ4OD7kMByx4ZJYHdSBAnggAYNb4TVyOj3Ee09pREIRoYuB83RmIk0yRnQcqC4RfLTMBq1NP2DTho6OIAHv4CJlzudLbroTgmtOgzbqnksmup4okUoil5FSBEd/lSY5Z2UzzSxcQD1MubTwsb1DwzFL4VTfpHZw9Ns+in7+JabP/BLhez6M3PRoc2pcZYTWbKsEbZOTErhky9IPNjqqHlVl6HrSXClY82XI74inTbEqiFr0dfUB7yNaxSYRHYxzbvezpYiGfaPb+JbSJhXtOY/SEX28ooIe+BX57/wCacq4x09wP/ZJdDoDp+wezFDOCHdtErIMK6gCVVh2AzQ09+AXePF0rsN7z5vj640UqiBKJ83OqUrnOga3hOrZaibPM53vrcko75zPct00XNd1XRey6HE3j+BiS33pTdxTdpj/mldV/Dxz+/KUs+mSaT6i9tFG2IdLyu4OX/iHr+FCZTjx3Ht+oA93G5o4t7AnyD5ALfShpwhc6swgkZld+zFKUciixDxTSkZLj1TPVi+5yCZSdAqC50a35s3NQ+6u7jDXzGbe4HAcdjcZSsDFkeIuuczbq4diQdA2VVgvAuNuRIPiitBpxLuOIQaOh9t0r34dPb2P/OYfYauJy+mCIELvIk4il/M5h/HYqIhuxndKKYVlWHMYD0GUXGfw1jRNNdkVpAipFFwU1v6IrInT6ZyFX1G8Z9JLBI/gOQiHTGVszotCrZWcM3OZmOpMH3qi81SyNQwUHMFWD7UgXu3PnEOcGS6HMLA8WDGXmYJNKlahJ9BTfLZAKRILv2BbtvSszRKoGV88q7BGKdZY1Gqpnt7RSc+2bGx14GDLSKeOy/wm4f0HhJsd+vd+nu4P/iC78ZwpT7ZiQViFJVVaEBmezi1YxDVTuSSq6RdmnalVCd4jJSDOmjxXBS2BrNtGcfAgPa5Zc9FksIdZWAbTxVzUS3KZULJNN7xy0PQxuTbhq0SiRDrpmiAyUj7zFcrd2+RbkXwkTJvXmXTixvMHnL54zv2XL1mnNYdPrtjlrU3ZpCBZOQwnV7+H9qpUIHM+XgBY0qoLJDKHfU8qFSkZJZF1xOEpmphzpUrC7f3P76Cum4bruq7rgi4g64F+6BkvNiw2B2bD7N459OWdlMuFOM/0typ3/CGvX1wyKnByCMB844jcd4hWtiWTv/j/Z+/Pnm3LrvNO7Ddms9bazWlvnx2QiZ4CCVIiRRVZlMqKqooKyVER5YpwuP42P/jN4UfbYdkqU1FhS6pQSWJPgiT6TCC7255uN2ut2Qw/jHlOJgVATiSkcFR5j4yLBC7u2fecffY+c8wxvu/3bVl8a0MXlggWRewFfC2ocw1QVMmpskdZuM5CFh1EhHwrzmsIYKf2MQvXUasy5YlZM+thxbpbUovSO08IkV3d8MH0Y87dKb2LnMVTlmHFddowBCjJDmwU5sluubd7a8UalvWUCE/fQ/uB8c23uc4jg8+MyXb7exfofKJ3C2MKaDD9gM7s00ika+sFI0rYXttcH9pcFdFFlrFnl2e8Ck4irio387XpQjSh2FrDO4eXQPBKlUoumYX34GEqM1Urq27Z9CMO74XqFM1qzgJmRISixtZAzYUQvNw1J7lauNeY9hTNbZXhGFhheGSliGGjlUwnA6bgV3pviY+FkTVHBlySiqsBjwGifByIgwk8EWGTb0xw6DxBIp3vmOp8S5YGNYaGq6EJApv2wTlKstCm4CKhBuY6oi59Iv6siblkQoiknPDS1jVAB61ZUBZhyVE8wkdhP+9xDTiFN4Gn9w5XLfLduYhzgfT8Cv+FB+SzQNIduzIydJFRE915RxVl83zD4rWOGL1peW5ZJW40cSUWSR5dxz5tWcU1c53wXuiifZ6l2K9JMtWN9C6Sa+EorgBLbc13Btj/73VoGg51qEOZ5bKLhHtHTB++YH51TRTBn7j/IGhpAGrF5URfJxbnwtXzwnwzU4IFGyFC7TtqE76VeebmeuT5R3se3B8IsVoj402dXsSRdSKXbHpLCp27xfo2vYJa06O1IlWbbM5U42OeSNUyNwqwiD25xXerFnZ1ZM4VOtOiBxcZZLDxrxuZXUURiyiWaJwJP9DXQD8lmK8Jmy0ijrRYsF90jOmapRwzuMVdXHitFXW3YkQhtFCn3Eh+pRQDK1kwJAvpiL4j10xhotbCNu9JLX7ZE1BpvIja4qCbDmHVDxCvz4oAAQAASURBVO0GHUwEqI6qhc6Hlj3BLTTScimciUKdD024WBH7QBt7Y+P6IAZSqrVFkFOZGi8BJyRNLP3KDjQJBOfIKKUYuOuTVqu2W7DQeZt0FckEbuO17XNWAekCbNvNv92Uswr7sm9I7UZ1LIrWgpdA1kRVRdQisFVMe6DaQrSqtolKa0a1WOok0bInnBEhq1Z8rcw14Zyj9x1D6EBgz94cFS4Smo5BpVpTkwW3m9EXL/CrJXkhVK+QhdgaQUGIq0BNhe3HW5zY5MWJhY+BsM9bvAt364noAkk61t0R+yKoy3gvZm2tjqKNXHnXrHnDdlfIaq+Vz1qHpuFQhzoUABI87uEZ7sU18+XGlN/RI+tFs779choHSZmuJtZdZnns+MHLG7bFcRurc1dNBKlOKKs1H/14JEqiXxTiIPTLyK1JLJfCnFPbaSspBBZ0zUFhE4VJHFo/wfp6AonCLo14F1iEhcGHnMM5QGHKSiqwYokXO6QsJ8Gx9gt2tRJ8tahvETrp2ZSRtSxYzoXheotuXsB+R/nGt5h6z5w2dA466eniglRnI/dhIkN12vQCHs9AdYKWStP943Asup4FHaKRSWZmmZnyzPPdK3rf0/mIOsU1NPdY9k3B701tIN7G6OJt6uIq+5IttClEsmZSyXcx3i47gg9E6ZlltoZGzU0h3kNVtAjB9c15kJuzQCi13EU+VyoqGRXo6M0qKY65OSVunTK1HdQG+LK9vROxBFaM+liwJqrrIrza0Z/0ZDdTqulBpjJxHu/hxFFFEdd6CqfGylDFa4erEF1teSOFKvZ1i0AtNsWpDXjmnYVeefHNuWLrHaoQosd7ITFBts81ZKGr1qDG0DGX2V7nuxlebCjvfUT82hfYRzuwnQirbsnNdGPfmyiUaO6QzgUGWRDFHA9JM6nubXoijt6bRmQRFkQCuMLMCJQG9zICqDj7vk060dGxq5PFzhRBD+6JQx3qUL9wiSAxsH77Cdv3PiZd3VDTzPKt12A1mFjs8zYOqqx2e87XhftvrIAd/ckRqwf3qH33Mx9bY2C6f8qUMt/+7scs08y9+wNv/+3HpDLbIe6MNDhngyJ1fqAqlGzQnKGOlL6nONcOX6VzPThlTKFZ5gon5YQ9Nzgf8MDSLfhS/wVu8p5SYV9nkBGRwjouOPZrqrvVTigBz3noWTy/xF9eoNMID9+mPHnEdrpGirL2JyYudcqcR1K1Q3TwA5FIIpHKTMZ+b+l6Xs6v7KYZlubn94XreSLXPVWVTjokClMZcfTUWtjkiU3aMIQBcY4ggegDnfdMeSJIxHljQmzKht73tmYhkzUxlQKC+fuBVBJzTQxhQcEcLVKlhVYWgg/kOlMlU1yh+plAz6DLOzOkALu84zw+wuEtdLp4nMxmX3UW+uQ1ojqDBqY64kXofKRzkZlCZovgCNEjywFevGR58oBJIklmXLA0094P1Gpfk3dCEqiabS0hBmWadYeXwOlwYgLUukdCZawJJKNaqGoH75wTJ4ON80uthCaE7cSmJ7t5z449Qxg4XzxB/uAH6E9eoCkzxzapmROTCHq+ZvmPf4tZR2raUUuiaMLj6aRZNlVwRIJ2zDozYP+/YDbW+91D9nVE4c6p0fnIwnuq9FALsxaDvEbF+WLTuOqaFdixZM2eiclNuHjQNBzqUIf6vHW8ZPnGQ+YXl0wXN1z/1Xsc/do7SIyf7Il/kVKF/cTKJxZDhjhTtPAb33zI++9veLEfuRmGny+8jAF953Xm6y2vtnvGf/2UX/9PHnMx7Rl8x7rzFF0x54mX20s2XLOKS07Cmnp5beFZ/ZIkwlT3t1NwzvvTtq6wG90Rp3a7xJISc61MTJSU6YKp8XMprP3CNADVJhxLMape8Evk1ffIw5L85W8AmVxeMchA0sxUtzjXmbreeTxmndzlG07CudkyXWdpjVRCdazCylIQpTCVHdtS6H13Nw3o/cCCJcQTRvbkYryFk+6E9bCi1JntvGM379C4sFyLxmhQUbz3bOYdwXmWYclCjlkEYV+2pFK4hf4oyiZfsg6njLqlVHOR+CAMLAE12yRC32gJZ8MpuRbmMtlBHjoLrHLR/oQKRTpUJ3JVW0FIhzhnEeCuoBKoBKhCR8BxhKK4UAmvnTP/1XvUd+5R2stsFQdWsmasI51EonQkQ2BS3MxcShNHClqVvg+ofGIB3ae9aUm8pzrTZ9QKWSyIy985RAquWjvUx47gBzq/YFmWpH/6x5T7Z8jf+xXcwzVp3hF6j5eAVCWVzPPrpyQ/EpomIUhv5uI2cpv3I3OquKMjeulZ+iOc2FrkljrmnE0yimZSnegQrqct2U2oFJwG5jkzuYlSbT3lxRG0p9SZnb9p2h8Yf4E39qFpONShDvVJtdu+HC+JAuI944tL5OUNPDiBXwA3+zce9tkr5I1KXQrjKLiuUlczT95e0L1IfHyx5yp40098euJw+99FyOulRTq/uuDy2YQ/Cvhg9rWK4kPA49hMW1LKeKd0373Ef+l1tI/QoERZE4sYqVVIxRqYPiQG7CbpxJs1z2XWeYV2NuavWun8wGXes3bKmJM1HQ7WYYG8vIZuAcsV1QkpzSaMdInqwGnEe4/D235aHDiYamVTNtaUaG5JhMpZPMe5ltwpQnADWkcc0rIWQH2gkOhcYMEA3hqCoonr8Zqm2SN6S7jsWVC02O1UDGTk206mcz2DH6iaucmVwUOpGS+BzvVMRZnKaMFWYtOIokIp3CVWGquhEL2Q6nQHavI4SqlEX8iYK8G7YMFbDOitel8rFAEHSWa8VJx4xjxbSqfYpMN3Hnl8Bn/5Lh6I4vGuw9NRfSW00zdLRbVYCFZRvLQIbRK0SdH1tAEUEUfOlVXsGJtOxrtgDpWc2Sa5s0vmkuj9kj4GejzhckZ+8jH51Y7uzUfMD1ekFaRyRWJEktEnFUg1k1xqxszaSI22DqHxL+y5sH91vkdESDpT2jrr1bylD0sG1xFdsOkBDtyeQY6pVGYZKWFjTVaLxK61sk17hs7cMfabQk2HpuFQhzrUL1PB41YLfKnIxSX5Zoc/P0I+p5likIqLmeIdUhwdkPxEt+w4PrXI4enqgrw4Jndmwfx3S4OnLHrGozXvvXvBa187ogsL0zMo4IR1t2I/j0ZLTCPlagMnC/Byl3kQnP0A9hJxTkDtIE9MePUUMqVFLvdieQs0kaCKYZCdCL3rGgvAIW6AVz/GdSu0P8K1CGXBt5AiNZGii2jNlFrIWshqY/C5Fsayb755gxPtdU8nPbfjnSARcZV9U+xbP2UHshdPKlOLr26hU77Fgbc8St8AU7lNKdqH32kPSjXAlVLpnAUzJWbjazZ9QdZkB7zY1925SG0339vpReciXgwqhZqQ0odAaWwIwxfUhga3xy1UAi1sC2tUZmjfi3x32N8SIKUo+XoL0bcmxtY+dujW1hBxF/8togx+gTQ9wu06LFPIpYBWy2pQj6rDI1RnWgDXKJKlZqoaobLzPUsG+o+2hF3GqcIyQnfC7mFkP4yGt56rNW4VctNM2OuoIoS75Msqlc5HHIGiBZeFkD1Db8mdqc60wGuqVqY6sWDVVj/m1KgKvQw4AlkzTjODLFEtIJVSlVwq6ioVD9XeZk5uXyOfrQ5Nw6EOdaifXV1Alj0+eObtnqFU5HPqGrreozKbuK5R8pJOVAph3XHqHJvLLTf7yB4oMdhPtH9X59BF5rNjPvjOBavrQOc7hv5W9lhZdSu23ZYpz+RiTYrmBEEpYmlSvY9s0pYQPDEEUE/Ujl29AQlMdTbFvHR0smDSEe98++FseoOAGMyoYaLdmNHNBTy5j/TrJrKzr/N2L24HryPVmanku8NCMTV/qhOLMND7gVwz+7qncx1Fb3FJQnQ9l/O1PR7SxJ3BPPwto6KqkTGP+gWlKqq3R61jrrMdKJjAUFFyKQx+wVwmUpkRcQxhQW3ZFNqwSeKg5HR3UHlsAjGWGa/OcipVGUJsB+Jk4j8XCC4ylxH7rB1oJZNwNaLewsac+AaCqgQ6ZrwJDil305Bbd0edE/m9p7jzNbObKaLm3tBouRJi3ytVmzSoq0QxDUvjJxvfQItNloBbBkUu1uDZEMusJKbbsOmOl8BROGZ4NuM+3sN+pBx31K/eQ46OuNy9YMx7SjZUdOc6DJ3d3CjOHBAKOHWUNm0QMaFlKRmdwM+OxUqtwa3REN5U5jobIh2laKaocRqceDrMqmnrH09kzVz2iC9Utbhs7y3b5ZbWaZOsz/5ePjQNhzrUoX5uiXP0w4Lt1QZNGWoE/4tbMBPCfkrQN66/KnNJeFfsNrv0vP1r93nvj66RObEfBvJi+CRx81PNgzhH+PKbfPCDZ8QvbXn42LHwC6YygodVbFRITdQvPoY/+yG7r52TjzucOBYsWPlst0hsn2zZmIGiilaHEHBif/ci9iy0a9MMSKkwhw5qxounV498709R6amrFXWIkGfb+eOY2FpiJIFp3rEre7JOtqbAkNHr7qgJ/sy6WKh4Ivu6N1OnGHVwYMGY5zt/fi6Fne45lRNO4jFJM9u8Z5xH9lOhiNkFPZFCYl9G4JZaKG0iEUxvkPZkzXQusmJt6Yx0Fp3tOnQeSSTMSGjuhrFYUFW6dXlIZSwzTjMUhwSLiHYYvXAm04mnKuznxBAsE6NzC0I7jirQMxDoETKOaNRGwGugekXSBO8+w/3vfodx+gm1qN2wmXHVE3VJ8Xu0ZS54jezLliyJrHZIBwk49cTYUTSRa7LGqFZKNrdBbK/17TwRXDQNiV+yTD36z/6I+R/+Gu7RMSlmrvevqJsbNtOOPnQEF1szIOzzzppIdZZo6gNzyay7Jc61iPEygvdUB7upME6Fe+c9pSg+duSS2aWR63TFul9yPV/cvUahsgontppxgYgn+IEpF1LJRK+IUzMbq2XBemevg5yVm3n7md/Lh6bhUIc61H/0ihLoQ2QIjkjHuJ8Y55F1t2bRd/Sdjaa//puPeJmf8/L9Ky5f7rk5OfvZUd0xML3+kGcvrsm7S07eGiklkV1l4TvOhzPiYiCdVNz332fNE8YQ2KYNH2+3nK5OoNzeomc8jnVYsik3OKcGXtINAF3pQQpJJ3bzjpphBXeJm5oyutvAb/5D5jpTsx3MirLVLZ0MeCzVcDNtWYQlx90Rc03MZUYQprphJrMrN5Z+WI1sGGSgchssVBiDcn94aBN4sVtiIfN8fMo2BRah5yj2LGPPOGWKOqY6MzGziD0UOO6ObGxflV5M1Dn4Jbt5j1Q73Cd2FCyPoGIMh+g7ViwY/KqNwR17tuynmT4MuNYg+NJxMT2n9ys6AhRhJhv6yXlmtedn0S1wVZg1MdcNXix63OF5qc9AbCJSqWzZsWTFCMQaiDpD53HVEXUAqY3NGZncxFivrCFwS3qWTHKNOE9PTy9KdblpBIrFdVeFImhpCZTeVi4FI3OGti4Le0/86Ab9oz9h+b/5+1wut9yUC8b9RKqJoes47o9b9oW3qZEmegZbkzTsSdTARGEsE76axmXwS6YyEQk4zYQonN47MxcHSpDKEByT9g1NXSky2xSjKoEdvS4Z5z1IwTtIklmESNIZUJxXarV1zjxlxpLIKMPw0+vAn1eHpuFQhzrUzy9VtGUBEPzP1Bp8luqcso5LvK8kTZ/cKrWSNTHqzL7s6eox6uHe44H1IvLj967ZPjr/mw92O3WIgYvNjKTECQPZVdZ+xcKZp91JYBk79gjRLxHfIdVIjWTw4shamGsiS7WVA4HYxtWdWBQx9GTNZC2IBiCzSztbVVRhMSu6PqYU0wOANQyVRBBhV/f02tFJxzIsCd7ogoqBnAqZ4Dz7ecSJRxHGuud+eEAkMOm+IZpbiFIVgthBXkTxGnkyvMHNfM123nI5zwzdYDfYUluGSGWXRo66hUGhtACKoxLpjJgpzoZIDsY0sUtbog84Z1AkpLDyp03IaWuGqAMbtqh2lFzJAoPzHHXHJvgjNQaDkN3MWk4o6i3BUiytNKWKd940JhIpOiPS9vdYHsQRp1SbyxiDooPui6+T/+33WH7zCQwdpWb26ZKxJExOKEidcV4Y3IpclayGGbephE0vOh0oZGY3UanWJHhLOUUF5wNBOpZujX/3Gf5yxP+jv8OrfsNUR1K1KcVcZgY6BAuqcgi5JGadDTbladHaFiR28+E1y9WCfi24FVQnDNJD8QgzRSc2+Zqz/h6beUPSmYqFkiEWy97YVRQKWRMnvqP3DdyETVkG6anF4rw9UNxsKbFB6UJk4Tz7z+64PDQNhzrUof79dReh/HkAT6pQKl1Q3J0o3BIrnbddaikKCXww1X/UDo1KWM0cHWXmi2vSevnTTYsIulqSZSZfFhb3BzoJqGrDCCdOZNH+qCNIpJcFnRcmNU5CbTHNU51JKgTxRDHUssezKa/wLpFqomglSDDbYjvEQ0647Q5O75F1Qlt6JoBzrgndCmMdSczUdiOumG8eHJ3r8V4Zoq1AtKQ2xYAi9uc8nug6SlO8O2eefaioV4JzrHSNd8Y3KCQG37FnRtSoi4gQpWPW/R1QyTkhSmRfdq3hUeY6Mddk2gAXKZrZ5GtSmRD1LP2yJY62Jst3qDOctqiztYwE1JnI8g5PpVClgrPXRSahWPBWlGjCRLVALKkBnAkie1kiEql1bjRGJUdPePM+/PkPkL/+GHd2jDvuSaue6OqdjRZRis6k6trX155XLRStpJTBO5o605JIXddcJ2rTibDEP90SP/wQX8A/PIX7R6TpKfu0Jxd7LN+aTeccXizaXFWNoFkF1R7RYojwcSTfFMY6kVMiToHlyYoiCVc7YnCEqrz40SuO3jlFJdPAGM0eat9/pZBzYcozneusOZGWyooC2QLEhLaasNyQXK0dE2fTn/ALKJwPTcOhDnWon18iuOAJ3S+RelkK3t9mEDbLnDPSoIizQKSixCjG/SdSmakxsbonpA/23EyQGNDQcecjBORoRZkc22dbjh6dmTtAk8Uk426lc+3f0siI4ZM/I9Kkbpan4MU1kZ9HW5aC2h7j7uBOYiuFzg/EknG7LfrWa8zMeI3t7xBoDUyUSNJkbgIHWdtIGcEJFhEtmSF2pFzINePFUWtBmwPCS7z7wa6NlmQ0BLu1Z1IDJK3p6dnma6J0VK+UdpA758jZZiCeYH8+eHrp2M9bEw6iRqrU0g4/T66ZqUzkmggMRiBUEyZWrUTfG45ZBanmMsA1oWVDgqtAoGtkSG1WQzvWgnd31EhL2uxNvKmeIJ19HWrf89tmy3tPOu3Q0wHdjDBV3LymPzrDDlc7UGt7dlQT0poGRSi1NmuqTb7c7eug2pRAxKyijsAqL6gfPkde7ZDXzqiPjqzhaTkQudjUJPhbWqa9Nm+b7eBbJocOaLUckLnM1KlSV5V5rswpQ/XULtE7iEHog+fl85Hdky0sC+JsyoI6ghh6u7ZsjqLGkahacOJu0+fv9DH21jU5rDaRqJdwF3r2iyghD03DoQ51qJ9bIoJf9CyHjiYn/zwPgtCsXSKoKDE4+toj3uN8AVdIBZwrFCa7hYvQH0Ve/6rj4++85LocMy6PITTIlAh0gXFXef7sikesycXyEbxreN32KdRqN7zCTERshUFnVD4KvVveEQhdmxYI8CA8ZGJ7x/5XrZSuw2k0SiN7mGbqYkFKl/a1qfECpFq+QfQ9WTJZMoXCVCci0ayMtz+s1TU+RLVGDW9NWoXeDXhnDYhXR6ZQXQY8rgZchatpQ5QO74zHsJAVpRZW3YIxJcacqEW5ztcE51iH3oiPUQnSs6wrxjySNFGxtMjoOmqFVBNjngBIOpsWgGQWRJRAD9HyMlQqY0644hAPgUjnBiQ4+hJJFLKaViJKZNLEru4pooZPFmefg58JxUBYVStSCz72TLppUwHHNo/033xMCAPlT95Dnl3Sf+0NdJrBmUulqq04oggVZa6pWWADUh2LvrdcEmwaNTERat/WMkKYoXt+w/j0Fd0//HV2XWGXNqT9NUpF8IgoTjDdQxXUa3Ot2LE9BM/gV9wkRyrmougWjksyZ/ePqFLZXex59u5LhnWHrs3S2a0GjsZjXm6ecTYcI97hnU1mZp2sAfQZ54QhdIx1YpKrJuit5FoJvsPkGXJnzbT3ZGURh7vGurD5zG/nQ9NwqEMd6ueWqlL3E9urDasHp/jPk3oZA30KxOagVJTdPFnGQM747IluQAPg5hYGFJHq2aYR4sD9bxzhfnDN5ftXjMcP4N7Rpx6/g9URE1tUA2hkwYLoAtvxGj8MhMsrSlTqqm9MgIhQjaUgSnUmVht1CzrRiVkKof3wFddu9oEFRy2jwFt8YEr4sGK/fUYXCxMJ1R3H4ZhAxDIEFRWhdwtWrNjXqTVRdivclS2RdssNHSUXBr+E25E6tDXK1Ch+1nTcViqFxJ6kkx0otXLSrxh35tlXqUTvINMcG4FtmXm5ec55f9+aKTewdGsEYZ92VBL7OlI1E50j1UonfYuUFkLwzBkyE74JMwVHR89YJuY84ZkJLhCqZ/KBXCaiCwhiuSFM9LIiSKBrUeNJCktd47wjuh5HYF8mmGcmnQjBId4b/dISl6hUczs0ZsRUptaUeWpDMI9s73gbyc+gnjRbg+mc2XaX0hG8I7hAT0/YTIx/8G26/+Z3uMiv2E9jS9S0b33nzJFzy6qInUOrPaZRRRNTMdoldYOQ8RLpe88gtibqjhzDyZIHX/RMT4UPvvuxNTqLyHDUcXK+tqA2LERsyhO7PJKKWVFdmxwMg3CZr3DOpjq+dlyOV5yEE1yIrSkTChO9ru5WYKj+AnOGQ9NwqEMd6j9mmVmeqRbGaUeMjkW3YilrQBnzCNoSGN2K6rbM2oJ0FDrpmNPEahm4/+WO4Tzz8r2X3Ow7GPq2qhCqeKannnsPV4zFRtjaML/xH/w66V9/G8aKfON1Xo3POO/uMasd3JEObSl/S9ZtX397IDuCmDkSlJnRIqF9ZDnuCPNkO3EKy7hkLHsUs70VnZh0JIqJ425t/7n9/7cRyyknBrdmKluEamwBIJGoJdv6AgMdda63lQ6ZSiEz8ZObn3C2OGPwK4SVDeRLJjOyKRuCmAhTi43LvThUM0EiDxePmOoe38iSqUxmOSSRSrED35nY7nS4x9KtyMwtk6PYpMRXBhaUkiyqm0jwjqqOZVgQXU8uFY+gZOZi6xmHsGCF04D6RKJQNJrmoDiKk6ajGHHeMRdrQKCakLRWZgrDcIaXaOSDpivwXtFq7ouOdYN1+U9gSi2kamqMCUsxDXS+52T1gPLnP0KfXlJ8IPwXv8FN3bBPI+pnnFMoAY+wryZONBHm3lZb3g5yj8c3y+bEDY5AJCAosfZMmiBkgl/gJFDqTH/f8/ryEeIrPghOAtH3FtmNoBVSLS0rxOyhGWNRSIHV0lDsc0nUXBDvuOGaQXtbDWmxhkkSodyyH5Q5ffa39KFpONShDvUfvVQVnDKVmbQvnPYnOHHMeabzZscUUaZMg9OYcJGA2eGyZT+EpbJ6PDM92zD3EfDUGEjrJXUz4R4KnXeUmripV6Ce2jUlfM7UeSa6aIr2Ng4XUVKpFN2z9msT0TURW+EW/mPHfpCOyghTwX38E2qZmV5/ne3umSVrigGJcklstRJdT5XcHASGib7VIaiaXC+6jn0dcS7YWkYdqxjv0g/bM4gg7bmpLSLZMNBH3QmruDJ8UK2oml7Ua8e6i02gaAdMlNhsjIpQGuDH28c1iFN0weBHIm0FUfESOerWCEot9r1xTiyDgXi3Zw++uRaI1Gox16rKmHcUycx5MuS3eAY3GNhJIadqqyEnzNXizjvXwpuwaOupzKziwmIuNFOlEKX/lC6lMpaJqSRA727Q9llWKoXOLxCMTjnnEeeSNYhNKNKHgfpHP4Ba4ck59WQgLS33w6IyBa1i2hmyWSjF48QgXlUrrrZgKedACnPJdL6zP99WT+NNQ4y35YBWZ2seXzlaLU2nIMV0GbXYGkEy+EoIsFDPfixNixGQpncpGXpv2R7qCi4UoIBzTaSrROw1idNm2/U4dyBCHupQh/oPVbfuiV+iKjbSVa3MuVA6+4EXvSP6QHAmuCtVkWC0xUCgKkwqLbXSbGbDaWB1MZFzpoqgwZGGnutX1zx6+xjxZndMpVCKpyZY31sjqVKfXbJ47fRunHxLWvTYTbv9CLfph0nNqGpTAtd+4Ds8/uoCTRN52TOeHbMdN6y6tXkx2vN1i3S+Qx/LXZyANRFaqS1EaK4TwTlDGEsgOmsaxHmq1FtxP4hxC1xrGgTHUXeEIBSdyA2brBSkBnofqZrbY8HCd4aTdu6uKepdpEoxEBFGcLTHG+3jgOgHOmd+/6q1oZlN/+EJ5FrxeILzdvibr8IOO+uEGMvYPA12QKuKiT5dJJdqVEex+Ouqdnt3bS2Ui9kaVRd2IKpBvnxrghS1CU01UqJ8inbohFuzJv1OkDFTUiEcDRDtzyE2gRlmT/3oJfrOI9LDFfNKSPmaWg3bXdW+iQ6xjA0XECcUgVztFZNLbhMGbdbbasRSSZSk5LEyXk2429yUWkErodEwnRMK1rRmLXh19nw0sqUXR/BGljStkJEkDRVd27RFrbEqmeCdobbbwqaTnoygUluTauCnz1qHpuFQhzrUzy9V83j/Eh8PkJjoUPPj30Ienee0P7EDqlSmNONF8C7SO2skpnx7O/V4Hwgu4FTwr1dunu6pOOgjVYQPPrzmK7/xkOrth6sD9uNELZmTdx7jfvQC/f5T4hfeZM5bczMYDJnBdXTaUVVJJFQhiBKxNYOTeHeb9dIxfPQe41tvMZ4dMTPjEFK1aGsnjug7ogQsrCk0q+onTUQv0cKptDaB5MycTMcQpGswpXZ7pKBaERX6sLjDCN8uop149nlLYW4rauMDONR22I2A6L2w7BbmcECb5VRZxojzA3POlg/hrBHY5I25I8SiqQFKEaY8GYpahN73KGqQKnVEF3HdQM4TodEKBWHhl4x14rw7J2ENQK1KqonO9XcZE7UmjvwJM5kpj7YekdBWGkpmwvDPFV+F6hsHQkGq0okHF9HWuDgVfFG86wBHff9j6rMLXMosvvEluvMFOLH0yDnTvdgznx0zPTnmOmy52VwiAouwJnqPVmsEoveUVFmFHhVzaUhzZVTNptX1Aa3m9KhYKui0TexeTMz7xOLInEC1WjOdxYiUU8OrZy2kubIMjrnaa5JiVsrQqeWFNES594KGAtmTS7F00Wpi1dWyt8c2zwy+sUAykzUWqqh+9v3EoWk41KEO9R+32sLUnASeEANddMxpIriBUjNjmhERuuAY5IiOnlwzL8bndqCQiaXS+c6cHOtM/eOn1EePcd0xqpAVppoZ6M0ZQeKGiVkL+77QdWo3Su+peaZKavkNhZE9mzJy5I+I3pIwb9LMuT+jc7YnNq5AYdXfAzVTZxVvKAoqAehCb4hnhO28sbF4rPRuwLVQqZVftf26sRBi6LjPQy7lwlYjQOB2kuDJCDgb+2cZSbW03b5NClLJHHfHVJlJmkjFViAzk+F9nBDEsfARV2GTd8QQ6UNPJ0vLd7jlFmhBSybiOe6PW+xyIrVDZTNfmYsDuVPe7/PIUTihamUuEy/3L7mar1jFBcuwIkpHroUg5mgJGkh4Zpmp2K186Yf2/BrCaQg9GY+K6TZmZs7Dfea6B5/wQQhlwNNTq02NgkT61LHhitP+Ae7VlvL0gvzRS/L1nrqfcA9O8V94jDw+J/2zP0BqQbqIqxXNhTkEwj/6T7hOHzNP+9tcK8QbQVPUoVrZ60Tve0rJd3/3oneUUlB1aPHkdul3Cvsysft4Ju8LoXecvHNs0whntlNEyX5PrUANiKuIq4QIWZWuh5RMp+O9w7lCGGA3VrJWnDN9iY+FuWZwzgig4kEDaCFKxyArfF0SnLIrlsDqnNK7xWd+Ox+ahkMd6lA/t2qt7Hd74i/DafhUObG1w342St5uHi2quc7MaWKoAzkrR8E1kaLBlBZhSed6ehcYomNi5K23jnmuwnbOSHCsHt8n7SreQ/GJxMyDxX025YaxbKl5z6C0g9DGwVMZ2dQNfew49sdsyxZXDfK08n3LgHBIEzDOucDVc2R5BK4nJwM34aGUZIJCgQKE0LFyHbu0w3nHOqwRP5gQEoxfAJRcuJiumHTkJJ7aasLMmQysGwyq2mQi1U8FYdnHe+d5MT0neE/00VYJBMjGCKhaKLWySRN9DAaGKo6UM3vdWGR0EHrXs/QmtJx1YjduidIzyIouRGp1zDrf8QC889z3D9GQmetoSG0qVTIPlw/MyukWROfJTFznay7mS6rabj+0mPW93tySn0AdO38FzqYgCQsZe7B8wpz2aHGgHc7Jnd7Du0AB0tMX5N//N5z/17/D/C/+FMaEWy/pvvwG7sl9tnlnzAmXKO6C/h9/Ha4r1IT0HfQ92zQzzT9mKqZ5WcYllUIgsM0bcjUBZxc7ovfMZWbOxnlYdD14z3bcsfCeLhgHoTplfLllfzUzHHWcvrHERZimQk4FL55gbk2rloYJ4DzMY6bznhAb3EmxFYZmQrBUTtXKPEI3gA82uUBqc1IIFUtvndnfNQhePIMuiQyI3nzm9/ChaTjUoQ71s6tWGvjA4E7uczYNxUiDuSQ0FWaZ8D7YKBnINZNLYggDvfSoKtfp+g7M5PCcxpNmESuIOnpZcf+1gaufjGxuFDk/Ii96thezfa5LpUol+z19HcglUwOwCLiLS/I6M82ZfdmTqx1MPnoLZxJjA+zSDUexJzPbmgazFfLyY3R1jgaP1kTJuYGhjEgpzlE0k8lczfv2JEhrmGBkxDOQtVA0M7jBQEtujXeeKkoVxak1D7elGAky6YjTYLAf126fdLhqYUTqFO8SQwiAB3FUKUxSGPNEF8LdakRVESxZsSpkV6nM7LOFVXUuMPiOznfsy55AILjOkNPON3KkIqoNWGWfby8Dg1/gxb4exEiFSCX67k6A6gpI9RTs4I3OgrWqZDwdUQ3+FTQwOmMsBIkE580x4MHtMjVVZL0gvvWE+Z//Of5kTX1roK46dIhMdcssI4RqzgaJTLWSuhmhgh9RZpIv9hpraZSBgLjAnCecM1qovaQr1Zt4NEQjc+7TSPDROB/OXn+aYf+8sH/lCEMgrs1tIkSWPjK7dKdzKRn63pHbOtDEuI0sWsAHcyLlXIniiA2SlkshlYoL9r0cWiBc0oyINQ+o2veXmbHe2PPsZluL1My+HAKrDnWoQ/2ypXqnSfAx/ELxuZ88Bkip+M7ARWb74m7fXpvC3Yvdkr14shpHv1LpJBIaoveOomjSPJZHHb3ucPNsXoAucvNqy/o80DVwUlXFS0CkQB/RXtHn19Sj7m6PXjCVP01Q55p7Qpqav8khQYSgHi5fol/8BtIJohnR5ooIHu9808QDmNAvuvAJfVtukwZv8VF2Ox/8AK6JJaXYWL4oXj4Ra9rzFMg628i8/eOcIH7g1mHhxMbXrnoU12BRWOhWzbiGVK5aja0g5qAoqgbBwuK1QwNF3U45tmlj6GwXbX9PZSx7gnimOhkIzDkWbolgREv7mj7lPPGW3unF3dEd7bm1p6c2iqNzEV9jI2uCajHLog9336uqleA66vsvkRDwbz1Cn5zAZmPUxuNIjc3ym/ZUTIfhnGGrp7yluEwxfy5UJZfaXl/2vRBHA35BJz3aXsOGjjbxqEWMi1lQpel/xFw/Za9sX434wRPWDukx0airOO8J1Zl4VhSq49bc+8krCDrf4r7bO+C20dP2vXdqELBbwro08JnTW++IvSJNiFuY2SPa6J9MwMxYps/8lv6ciLdDHepQ/4uvT04/XPDt2PocD1IqfuVw0eG8I4SAF1NyKxUnjj404iJqh0nz8fumDB/LnqkkiloegGU2RBYeetcOnS5wcz1SEzixqGtXO1Pvi4fFYFkVH1/j1LIvggt0rrP9PgOpTQhEhM53KDaGv80T6KvC9gY9WeP7nujM6WDahHAn0rNmKNB70zjYM1Gprlj8tdhawbtAlkLvF3QSm1agIGRmtYNOpd5Z7wxlPeCdBXI5NaHgEI1ieOtEcQS0qflVhaJiKn2RO91DrdqsgeaYqFrJtWAUwx5xkGthzDPbtGOTt4iaTVUppDoy1hERz77smeuMk8AqmItk08Smap0BQbq7KGetGD2xGn/CO0FEyU3kGWXAEZsIM6CSiDqw9CuzYqpNKMIk5B98CKsBvvKYcVnxv/0V8v0lk2TmNDUHSHNUVIdU36YbBRduPQ5WtbbnwC7nNjGqe4JzdM4mLtEHvHPUWlsiaTvwnbkWbgmROgvzlTKmkeM3HN2pgwA5V1QySWaz0IqtG2LwSI2Wu6HNdSLQ+UAMlqOB2MTBuB02RfBB78TFikXN2+RG7yyvt00wgtFJtUC9ddDk21iLz1SHScOhDnWon11VkVvnxOJvZj585lLocmGrN8hUCSWwWnjOh1Nupp3FErcf6A7PTkcT2n0KKQxwOV0TfGTwAzF1rKRHxHN8vGDjMyNYhPZ6oHhLz7R8iI5N2TOnmdXxihjW5D/7EWv5GpPs6GOPiqUeAJz6UzIT23zF8+kVUQKvD2/QhTVu3OFefAin94xaKYEhLCiqbMuOXBTxxg+AQud61v6Ey+n6DotdKEDGe7H1j96SJ6G6QlVjHHTO0/eWY5GrHd5ZMlAsfArHbVZDrop4h6on1URV24HjC7XYwVBbquRxv2Y7bxnLRFWlV2UVjhjLFlEjOoLjaLHm6fY5WROd7+llIDZQ0abcIALBB1aywHlYxRVDWOBd4GK6MHIkiakqmbnNRAIpz3gn7YB19GEgdMaFqJqovhBZUVtSZZCeQEdxicIEDUEeJaIXhfxv/gh3fsy8EFK+ochE3k/0rPAaUK240twgZUvSEe9HOiJjnggKwXlEA5qFrq0W5Pb5VYUieIyPoK2buIU2zWVCxBOCx4uy38+crlaIOjYXhVcvEsdfWDOsHEokZ7BtmKeoaRdEHa4Ea4bVnBZVFaeGpk5iKy6bNDkqQpGMJ9hMRIQueER9y8QwfLWxHSpeQ4NbWfNQa2VmZMkxQc0WG7uD5fJQhzrUL1u1Nj0CqPefWwgp2TQDYCCcjo6baXf3v4vayLdoZpz3dKHHOUdwkc6bc+EmXRNE8GKJlCu/Aird0tEnhc0e1guun9/waq1UF/HHhW3dEGTBwnVIVXZ1T3x8TP3uB3RffIjrFrjyyQ/MTFuL+J4HwwOup2tEPD5G5GZEn74Pf/c/Z6qXDbCkdM6zckv7WtVzG60kGtjUkaSZkS1eFVcie72mlyW1fpKImUhQc9ONmAXVexvX026uHW1F1AKojACQQAvM4Q7Qo8DsCkvn2TOj1UH1QKITYQdEF01EKUJh5pZ2CUKnkc285WJ8xUl3aodOLRz3a6Y5GYfgUzAgLXASTlCxNcYQegI9SmifozEcvPMknfEs6WTAO88+79lO16zDEZ0sKGruiVQKNqAxQaRv66YxjUh2+JsJ/xc/of/dX+NqmRlli5YtvesR59iztSApbWJQlL1ubPIjnlQy+7xhGTs8Fo2dpDClmVXXM9e5ZVR8Moy39U27lDsY55noOqY0s5uLZU+0P7f5eM90nVkcC8uzSE4O5yveq8WPU+56cIEmis0UyTjJ1AwlOaI4Um4f02AdTkOL2K62P2kPYqRPZ8+hSON/ZONw1NKmTjZV2Y2Z2E+mTSEi8tlbgUPTcKhDHepnV6l3dkkJn50Y9+kSFKeJYehtzOoj4o0EaXvliegjq7BGa2ERFw0Y1DQJNeM8RAmIOnJRcBM7NlyNN2ix/S5VYTsyHK1YnqyIg5LUvP3VzUAErejCE7/1Dul//Gvi6RH5tGfy1fQUNbZFgrexcBAe8ADvI/Xjn8Dmgvn+I1K6omghOkMFdzKwiAURRyozmYyKIpKY88QyWIbEmCZW0TE4m054bywBRVE3AY65jGi1G7YodJ527AoiZkGsmqCBhmy3bbRNW+soqJBT4lpGFmGgirKvEzfzxuBHAkFMGxC8sC8z0QV61wPGTtjnPau4JmsmklmFpfEh2oQlSiRKILnEJm2ptB0/yioeAeZOQWhaB4+XwBHHhHbsTGUPUllyRK6ZmREBlv6I4Do6F1EyWSe89mTN9G7Z8iNmqBW/8CS5oWjCi6f3PdU5Jn1FFU+txpWY64yLBt6m6WmWccE8Z4izaX6zZUZUTHwoLVkz10wFYnOxFK1QFN+ahOijaW+cYzuNPP/eBqmCXzjCsWOcbGrivRCC/epZMGKNs6jpJ2pTz4AjegHf/pevpGTiSxElRlv5Gaq7NqqnA9cmbK25r1VtolH/5u7B4+k6e+yAs4CrX2A/cWgaDnWoQ/3sunVPCJZw+XknDVRqMdFd0Y6pdkR3faeWj67Di2NUu/kEseYiOGsUghecOqaSSDXhnGeXdxQyLjrEKzLOhDwjMaLhlk3QobXQ+w5fLXcga0aWgcXDM3h+hXPH+PsrcjX4jUnRpMk5Zno/mCBuc0me9kyPX+Ni/5xFXAA9KtzpE6C2yG2z0d0KDXvXt8MmUVWZS7LD2HV0Qsu6kBZTDInMVBUtps3IalRKtKJOyNV0FtLWFIq0mOmWq0CllErSmSAR7wTfBH3btMN7a3SCRII4nKRmgWzTJHF4UXq/IJPwjUKpqgxhwVwmVCtjnhjLaG6TBpuKEumkI6kJ6wLBVk3tn8ItrdCUBLa0iK3dMTdJYkLEphS21neU5s4QxCiZOHRKcP2c7ijgvHEwUGGXdsya0Foo1SZTwXvTOnIr/rQ+8/ZjtLEquhCMcyHebvZqU45P5Dx698t702aEO82LA0bKpjKsOkLvkd7YDpVKzaYvEQLZZWipr0Z3VpyKMRfk9u8Tam2h7k7RYs9bwFI5tbhm02yTshY1LmrznVsR8+3zpu2POrzFk6vFx3sXmiDys9WhaTjUoQ71s6tUNLcbiP/0D85frASY54QrC7J0jLLg/nKHF88iLGzXr4WpRSZ3EvHOEb3HtfCjgNhNtxaceqaS6GNEnCdsFTeO+O2GfHzEOCWWKdDHBaVODGFFVqg1MZeZMY2sv/4m+d9+F78Y8I/vcT3uTFgo5gxQrUxlpvMr4v4GKQViR14tub56RoweXz3qTGMpVciaLXtAjPOgyp2bIrhAbPHWN/MepZiAM1hSYtDO0hPtOGCqe6gQy0BRU/XXCsmba6HTYK4QfCMp2m34VkRK9WStTDkzhEjnA4vYcT1tia636GXXIziWdo43ZLM1OXaJduCsEZqzOTZ615HrzL5MTT+hHPVHOG/tVpBgQslqjYy4QFBbw5SSSeWnyYMqSnQdDs+sM0kNLmWNnEMIVDGHDTnBXHC7hJZKvXzGon9M7TpUHClP7Nk0408hayZrYuF7SjFXiDhFHKSaGboeqoVbKQUVsT5ZXJv8K6FNnkzvYfZhxBgK9Rb+1ESGITi6LhC7iA+mYfHO2yIpZ1QNn11iJgZrllVaSmczK6mYYFUrlOpBHT5UShOOgv2dNbeGQ6yJqe3/vG0VbtcZKtL0Kq3B1e6uSUJobpTPXoem4VCHOtTPrFoKta0n9HO7J6Bro8+tHDHVI7KC6jnOz9RijIakyYwWkkmacNV+uEeBOdNWDUInEVeFEkA0svInlFCIjExZKZuJ7dPAynv6RSDpSMYcA1VAnLeb6EmEnAmlIA4LA4Lm3UiMdcdm3nJ8dB/58z9BHn8BuXcf6sjZcMYgq2ZVFLNQOmUzzgTXEZ1ZCiedmdLIjV5zNpxz3t9Hc6XyjI4OJ56qBt6Zc+FqvrDDWiCXQvCeqZS7vXrWietppHc9O9nRNevgq+klC79u0wJH8M70ANkg2U48IpXghXvLR9xbPsS3BkarIk5wBVIa23rFvl+7siGquTR6ZzbHm/KKfTZHQuc7Xj9+m1ImcIYvnvPENN+AYLwFLVR6ghdezZco0LkBgFRHe+5Z0Wmk90uOwj3msielucWJgwp4FVbhjPDiA/J7r8ivZvxr96l9Jl5e2PPjlBSF08evMc1Ts9MmenG4ZM/JnBOlFjofGHoL2bqZtpSaUSqXmy3LuCKRCHh8W6XlVFl6+7xFoHGpcAFqqeRsB/R6sUBfT0yXM7KHuPDkWlmtHLoXcjZceioQ1o7Usizstad3tkn7ixQkY9BJcxxJVJyr1Kp3agubMBX8v+f9WRrmOriOI07YlC2T7kiaCMwt8+Oz1aFpONShDvUzq6ZCmmZs7hw/96Thpx63Ci/3HuGKlEfmnMgt6ve14yfcXx0z15ldmtiXiUXXUzJ2U0TxQCeOe+EeDmFTd8i4g5NjVrWwebWn75Sjhx09PdM8s45LApFcC04cU5kYHp2SdiP5e+8jry15Wp9y1p3QM7B2xyy6Bd1f/zFy/pjt0YodM/u0xfuISkaaHqFg++1X4yseLB9Sa2GTbyhaeLl5RQyeo3AK1VO8chxPCK7H++5OvChOGMcdu2kPqnQh4oqRH72zwy1K5F5/wjbbKHnMI3sdOQrHFJTOdzaGp7JJGzofgIkpZ0Q8gz/iZPWY7/3Fd1it1hyfnuCi4/t//D2+9ne/0VLMLegIhyGf44Bez9RXe/o3TiA8YHB7et/T75T8f/6fIDWMMxDOVvDbX6ZfnXGTLyhaKA68jzw+fpOPrt+nUhjCgpUc4b77lNIlurRDXv6E8eU18cuvId96Ha2KJxI0oFdb5Hxg/IsXlA9f4s+OWf72rzHVGeeD0Q/zRBxvmGoh68RcMrkaDTP6GY9n1dvBX2qhqtlMj5cDcy7sp8QydnfPOUBKiX2aeOvkNTZ5Ry22MikJfLR/W5m+pRRYnAj7F5nxeSa8cjz59TUAy0W8azRTtufslmqpCqU2oaOjhYEJYILYeSrNZmoALxfMJllr6zn+PfCEqto+N2FMhexf4hCKzGbZVI9o/Mzv30PTcKhDHepnVqWiUom3YKdfVNNQK5ITcZjJdzGNNuDdJs+TZUduu1QBuhg5XizwzjFIDyq8StfUonhnQjRB6EPHIiwRV9jmCb+qvPPOA779kw3bmw2r5YD0HVlhiGtm2TPrxFT3JM3MZNZScO88RN97iTy7Rt46pZs7alGKB19mhmcf4lMhv/mInUxs047qKiVPiPTs8gXeeY5YmQZBlX3aGU0y77klAJwMZ3zwFx/y7R98hzffecTbf+8dKsLTHz3j8uMLhnXPV37jK5wtH3HWrJm5JOa0JfhAH1cGVNJKyomjbsCHcJdGuZ83vNw/Y90fMcSl4Y+7U2pNLOMRoREY0Yp3ke/+6x/y1V/9Mucnp9y8uODDd5/ytd/8OhodzvUsZQlO0MsN6Y9/CDc7vPPkv36XIIp/7Qw3ZurNSPfOG+S3zkArtWTKzZ76b3+IS5UY1KyAziHFiIf3/tabuJMB/fCS+qd/hX9yz1YNnYc37xG+9oT85+9R/9krJHo0KzkrbtFR54RbL+DBqZERn72A8zXlThgKJRikytUOL0BoHo4G1iyS0GqPqUCIhZxs9bDourvmFexA9yHiiezznlyS6WtcIBcoOeOC6ThEWhJlAtr5W3MhlYTI0R3IjPaqiNFbUmluaZPOkM+uJVeKGmND2vum723kUqutNwKR6qFoASwZ00SPmeCbMJIWXS4WinW7UhEpzC3WWyUz6obtz1gb/bw6NA2HOtShfmZpNaqd7z6fc+JWeSW+Erwn4alqQcbBKXOZ7vawznmOhhX7NNG52DDDZj/MJZMoODyddIbV1cpckmkInBCiUHd7ciotadBuzaUmQugQCiqKV0/nmjgs9LZeKGZdW/plC9WKhCnhrl6hT96mdD05jaha7sMiDGzL1qYC7Xbu20kx6dSgP/nuAFrFJS/2Fzz/4AU1Zb70O1/DibC73HP9/Iaj87XZS2Vg3k5oqXSLnmHoCD6QM2i2oK1F1zOlGckBaRZMLz3HwznLeEQdlXkunD44JaWR3ccbOhWGIRJWKwpbNi835LmQp8yrD14abjoprsK0m9hc7cEJR0NHeHCOnh2jHjQV2+qXjEQH9wfmJ2uuhrFxDAUXBvr53PQNrgnuGjzJVUWeb+DFtYnwvvCQ+mBFyskatVWgWw7w9gN8FUQcWitaK67rkZRwJyuIz9GbveGhdUstrgkxTdg3pYkoxiYomlEE55XgTS+CA/FKToqU5lyoNkHw3lOrPY4BkWxNVl1Bi5rdFWdrg6J0vm+wq7YmQCmvwKlned4zHDsTMzaC5y1GyvQtoE6bXgLaqAcaiElUyEWptTa2heCdUIoZm1Q/mTRohai1JaM22JkqoQlKuf0+VKWo0Vk/fREIh/XEoQ51qF+qqrZfgvucdktoj4Hd2lR908srS1+Z8nh3kxJMNHi1v6H3HX2I7feFWgtJM0Egu2LNgjOx321zkSUjaUZ6E8SJmrVMNeN1aEp8u6VFF2xrvxltqrvqqZjPXUTwteCTifzKwyfsx2vbGUtg4QaO/TFXu0tqNafCPu/pxERlqUU+W+NQcc7R+Y6u60CEVy+uSWOiW/RMu4l5TJw9PKfkyuVH14xXW7PTDR0Pv/CI5bDk42fPSGnm5N6a9dHA1YtrJDu0WMMSTyLHx+cwO26eXzFtZ87v3+fqwxuuf/wcxpHVauDRV99myntDDwfHPGdefXzJ/YcniArbZ9dcP7/k5vKGtE988W99geUbD3Cdo9SMC55SC3zwElWhrjp2w8yYdgTxiAR8H4lvnyP9GhBqmk3XEMSe8z/5Mexn5GyNfOWJYZzTSC4mQnRS8G/fR1xsGGy9a/aKVoor1O0GaWuCJDO5amNNQHQ9U9kTwsokASrNfWCvR1X5G9oBrWK6BFFK0b+Zr6Kf6AXs7WCcButlb1cysbEPKlRHqiPT04LvheW9nuW9SC614ahNSKmqOG+OCjNmCIqnaEEbG0JEqCrmkCgFaenqBqyGolCyZV9o6xqCNzdSFRNFqlreSflUE2Gshk/wDqrgcQzuwGk41KEO9ctUKXaNEXD+c9LmiyKzUe/mkpsP3cCSa7EkSG0j21wLT69e2vrB95wtjgi3QCmFpbMI57lM7Mue435JzdD7wX6KrRPrZWR3/wFxnuliz8qtqG5mJyM1VaY0MteZo+6IoJHy0VN89LjHZ8yq7OslLvb4q4mwmeH+E27ShovpOR7H0q849sfcLpCXXYsTFhh1xEdPSYWcP5kyLBcD3juG1cDJw2PqXHn58UsevfmQaT+SU+b+owd8/OFH/OH/7Q9Zn65w3vHywwt++7/8LY5+9Yh3//g9pmniV37nayxWhWd/9gHaCfNUmPeZ+188ZfHNL/DBe+/z4r2X1Az33rjHv/g//b95/cuPef7hK9R5/ldf+yKXuw0nr52wOl9THFxcb/nqb30ZOvjLP/4OLz9+xdHDYz7+649YvXGPRw+WRA3WNFRhu7+me7AyEFfZsU1bHg+v3TV2c525nF7ZCoCZUgqFQk22gx++fg8fLfBKyoTTQu8j0RvuWCUzZRuVDyzw+NYUKtuyZV9u6IfKYtGR/vJd4t97i5xv0FotFzSPVAo7uSIEW2jlpkEojfppl3mha2s3wYyrVRpczPdoEw7WqsZHmIVSKz60MCmERWe3estSMffIPl1y9WLDoy8f0686psnojH3vDaSln0wbnHNQbJqmVCNRZkNU56rGxKAxrny56+MRY3xsdjN97xGBlAq66MiucVXU4Yq3RqjBrUTNBOWAubkwnFk/yJo/89v60DQc6lCH+vklgguf/8eEipLORvousp2U1FTfVxVCmen/nSnGa8ePGbqeWStjqvRhYJc2lsjY/ikYMS9rZU4mOCyifPEbJ/zpnz2nrFe82gjDe89ZfWmBL8YoEN8Zg0ESWibbw0+CbiucgY8DkQV+c0EZR6Yvfg3KyKKLLGTN4JbcNgwjI3OaWcYF9xbndHRcTtds2FhCYrbb4iADLnYM9xbc//I569WK7/6r7zH4gZAdq24gp8L/8H/8F/zWf/UbPHzzPiVn3v/+h/zo2+/y5jfeYHexRYNy9OiIQuH9H7/gS3/7ixz1geuXV4w3I7lmvvOvvs+jNx/zhW++xb/8v/yPfOvvfoPjLz8k/eH3uX55DR6efftDzh4esTga2F2NPH/vBadvPuYvfv8PiSvPl3/7yxydnfLBD59ydBRYdB0SA+rM8rhanrAbb5CqrNyao+GUuYyMeWJSO7B7FuzzjuAt1wLc7cAJgHnaN/RHYMOWMY845xjCwOB7JjZMWdmwMQqoV7Ik5uLQDMODM0JQ5n/yb3Hfeo1dnhGnOK8USbgSKSkjMeM9f8NQWDMtFTIblnwQ0L/5+p7LRPSdMSGA2LI8VkNPbFkVUzJtztwaEWm/1t2Sa9myKwnHJ0RTY10UclVqEqYGk+qHDqTaCiL1BNfhRVCXgYxJWaHUZGuJArlUlEwfegs0c4r3zmiVteKSrRu870guM/iO/TzZKs47pgaVcm36UpjZcUi5PNShDvXLVLFdsikUP996IpTMMO0sOlhuF7fgXeXx8grVY8Pw1pld2lG1MNeJPDV/vphNLpVMqnbQeHH0viPXCiHbNENtevHy6BWvvd4zTpX91ZbvP5/4yvEZ7sjGtsEHll1nIjAR6tcek777FHnvKcsvfJNxvGHoe3yFmjKTVrbzhlW3IhBJNbHVG3K2PAPBMeXExe6K03BCqZWFW3AUjhkWCxZ+ifMW7bxcDzz6wn1Ozs/509//Nh998BE1wPrBKY7A1cdXHJ0f4ReR/cVI2k3EhWd7uSEuImFhkCQULp9dsVivWJ4M7DY7Lt6/5v0/eY/TB8c8eHCCGzMffOcDyjgzfPgx56+d8cVf/Vsslj0fvP+Cr//OV8HDNI2E3g62H7/7jP1uJMRnrI6W/MbvfYt7b73Gv/6n/5YPf/QRvvd88/e+zhe+9halZKYyAsoirKhuMoGhFkQgek9mZi6mH1CglMoi9Hgv7cZcmXTk5f6CZRzYzXuzQ/aFhe/JfsRJJeXKOKlRFwkM/cJw0sdK+Effgn/zQxa/fo/Uc4er3pWZLgZK0wM4bw3KbpwJQfDBoRoIzjX3Q9PV4Bj8krHsiEQWYUn0ppsoRvOmFmMjeA/TlIk+oE0TUUplupypHWRRcq105j1lX6258F5Y9AGPNH7DaIhnBfUZdTOzKuDMZaHaJhSB4LFfxVOKo+thTkrNllExLIRxX8kKU02UNLHPex6vHyAlgM8UNyHV41xrdm63Mb+AxvnQNBzqUIf66VKlybeNsvj5HgRRi2CO4jgJnrVXnM/Y/UmY6kyqln1glENHquWOYEgTs+dqlL4g9sOUO6gNn9wICSyO11w8n8lZqep59ZOJx99YA5VcMwWPBLEky9Dh1z1+NyM/esbijSXx6gpXKrVf0LnI5D1Tyc39UclMqHg63+Odje1TSWi0KcjCL1j4xR04KSswKot+ybBcshgGvvmbX+HdP3uP+2/c5/Wvvk6l8OCN+3z3D79volNVgni+/Le/wjTPTPuJ64tr/vpffReAxfGCftGxWC9ZrFb8yV9+m+PFG3zx7S9w/uQ+OWXOH99jux/R4Jg3K/IuM0+JzeWW8wf32V3tuH51zRtffQPVyvmTe3z4gw+ZdxOLRc/NxQ2Vyutfe42jh2vEKct7AzfjRWNmlKajaxhjtcRQEdMHGJRJyTWT6sxcMku/aMmRJlAUEY67Y+Y60XkTv5ZcmWq2Pb8ItZiWQBV2eYuoWUHdWNH3XyFvPySHmVosRXPh1/T9bFkSZSY3AFWUDtHMIEvEO8Y6M9UdoaV7CiZ6zDURXW+vzTJbBoU3IaOvxrYopZLVFIiXH2xxVeiWgeGsY+pnjt9Y0a0C0XmQYiZh9QRnr1TjpVXGnJjKiPdCHzsCnWGtXcU7RZy7E0bWuX6iw1CIMeBcxQG5ZPZlpo8rojjUmzXZVUFkAVKZagKKPa7cvmO4Y0T8Irkyh6bhUIc61E9XVaTpDfi8mobbh0JxCOvO9q1VJrImo947B7QfxlpJ7UaG2Gqj5GxWNHENr2vWNd+IhY16jMcRNLI8XlOnHVJgv0lcvirc24JfKniFogRXqWB7+pMlkpTy3lMWb38T/+J9o/EdHxuvQA3rbOmUlUrBi9D5iBIo1ZNrQR2WKRAinYt4AkkThYpTR+x6XO9xqnz519/m4/dfcXx+zOmjYxIz73zrbS5eXDLtJvpFz+mTE87fPOf6xTXH947YXXnG6xEfHW994w2WRwuGxcDJ2RlHRytOVyvuPzmjO12w24+89WtvcfnigmExsDpeEoI9x/ffvMfRyQnTfqJbeN74+hOmPPLkS48M4byfOTpZ43priO5/8Zyzt45RLairbMcbQ3Ejn8JH2xTJIFJQqx1aCp/ER2slOM9cMlOZbI3hOo7CEVcpmzhTHKow5XS3vnD4Jv0zS+tUDKDVJdCn18xvP2ZMW8AR/GAR42FgX3cWOFXbrZ7IMsDCLQ0b7bDo8ZbVcHtoqihBIhUl1QkEOgmkWhjEbI+KTTBEYPN8R991dH0gREdcROIiml3TWetURaGCv6Vl0iBiqk0s6+80EXrbMMFdbLaKvX+a4tHgUl5IyVJRAaSaSJMm8vTORL+d95bi6lITHX9eRNsndWgaDnWoQ/1UScqf5E78B4I6hf4KVEhzoUohSuDR6h6pFC7211xMF2zSDeu4snuqVsYyslz29NrdIXSr2m1J1QKXPIab7qRjGAbWJz0vPrrhve9csKtw8eHM0Rsd3bLDiZDTjsF5lAl/dkTwkf23f8SpdpSXzyivv8l4/x6v9q/QnOhij4iYYh3FScb5DihE3+MlkFVZDIGAOTe03hL4Mgy9Wd5yJmmmf7Dm9/7b3zOqYKiMZcfXf/crTJts9s0AYVBuxivWZyu+9Q9+Fc3mxBhOBvvv3qKUH712n3/0v/0HLJcdu2VmU68pnfLl3/0idfMGqrBYLRiGAamO3/lvfou48Nx/84yT15aIg+v5iodfus/JW8fUZFHK3UlPzZXdfkOqE+KEpV8gzjOnkUjAece+7ln2PaUmE9+1gy9pvXMVeGc21q4LXO+u2OYtDqF3Hc47FrFnzLNNpHxgX3IL9IqWnVGVKjPH3SljHlHr0ND1kpd/9Yzx4UzoO1yX2MqWhTMBZS89PgaWfsGke4S1KWJqslhvv+J6vGY59DgJ1Cp4HyCbC8Z7TwwBhzKlPXFR8NIBgm/9dJ0y3f0l/f0IITOUTyBJrk3FUhips6B0RIwYmpjRDrp4a+t0FGZCV3DZk6u93kzyo/SdiRrt+SyUWrjZTwQX6F2gD4FCZsyVwTljVADiizVondxZObX+jLnhz/q9n/c+/hzv/UMd6lD/Cy9NCW02OB36/yCPGb0j18pUZ6L3JC1cTXs6H1nEgedjYeWXxlioapMFYLebyFoIEuikMwsjPfu0Qb0zD7xWJj8ScAyyZN0NnK4Ef7nhrQcP2YdjLsbKZt5z3K8Ix5l1XdIx4GVisRyY/8W/wb/2hPloSap7Vi7iuiWVRKbicHTYcyEIg1vinYBLDDicLIh1QdVKYqaj5zpNlpFRK7UkSrVdfjf0pFpJc6LkmeRGVqtj03GQqXWPp+I10a0HhIBUZxZ88dQ5oTqj+xl59wPS736N5zdP2Uw3KMrxcMRyfYQWZa9bxv0O3ySBV/OFCVwbbXq7e0nqIt53hEVHQNlsXlBafHMlMaaJzXxN1soiDngRJtlTyZQ54rMjS6G6yqLr0DIxpww4Oj+wiD3Pt5eMZTQgkdj3f2TDxXiF4KzJmJUh9hx3R4x5j0qlCz3R9WxbnPqrDy54dqEM52vyn/+EuayZYmXHzKXuubm85uHJMeGtQDyzdMyFX3BTrpows1LEgFDLsGaeZkQy0UVQmGoL2xJHJ47iMoMfyDMUVy1fwndQPPeePGKeRrYv95y83rOd7WO92BQtBm8Mjm5gTHvmOuF9YMmyrXg8ziniCrUhvWuwaVYQMS6EKKXOFNG7CQ8us4oLgzU5pQA+w9C5Rk/Fmk9vtFGtSi1KVYsKv9v7fY46NA2HOtSh/qOV/ZAzD/o4VhwmShzTnlx37NOOznd4Fwxb7GILQqp2i/IdU5lt/dCSJLfJlN6pFpxWqli635wm6OE0COHccb48Rr4t/OUf/JB733qL0/tr7g89F1u4uNkjq2tS2RP7BcPv/Trpn/xz6re+xLTIzGmklwWdDBQcPRY6NNcRT0TjTGhBQLWYmPOsO4HOEeZKlzrkuOc+6ztIUa1G5BnrBkhEAt4PTAGWdWnWfz+BKEEGogRiS2+UKuhcSDLhY490jvyjp5Tvf0j/ra9yuX1JkMAqrqha6WrH9e6KRVwRnKU4bueZo+6Y3b45PMThGuxo1kyZElK3eISklS50TCWBCH1YsJk3dK5DgbEkqmb6zjFLbipBmwLtmFCgd0uDHzlhLvuW8pkJzuPFUzSxT4nz/j6lpsZTcGjJrPzSDlkSNSt6A1fvXzNVC3o6OT3m9dcekN99xtXjh5Qz8D0MsiS616hXM5vdnvwqM90zsmZHh8ehGIxrlh19v4CpMtfErBPLwdDjVCNLzlrxRegH7KZfgWxJlT1LHr654sVPXjFvR6a90nc9lE82eqUIvXdMOrEIq9a4WZy7p6f6fVtjRLJLaHWUklEMzLRwK/Z6BXicSsNNgw+Bfsh3IWOKDQu8z8y54sUC35SCVkWLZbcGXy0x87MnYf9UHZqGQx3qUD9VdW7riV+ivBOWXeB+/4Bt3THmduvyfTtAKsf9MV4cqVgAkn2cJ3hzC6Q8EV1EgKyFrDaBmMvcxJGOIqCtyRhkQarJgEDRcfz2CrdWqofdWOmj43gxssuO7W7J5CKL2DEsAnQD+M7IeyUDQlaLjfZiIKncAq8iHk/GiUedZ+mWyOWG/MEL2M84EUq1myFakeCRoUdOFvRvPqBqgmD5AioeNznEtahjZzt4fXXN/P0f2CTF3WKBq9lWjxa4GJF33mC/FnbzzuKX9ZNgooW2tM6cqbWAgyqZ2PU2qlaFmnFeiG2U79qxuk0jC7+kuEyuiaQzg+sI0lOa1gMVnFrSpvoCTqEWShb6MFC0Wvqm0qZL0cBFt/+I4Lw1EOpKi61WnI93e31VRxod1z+6JJzD6eKI0Hn6wZF9wWfl7PyYy2HHpDuC8xx1a/Q0MmVl3u7Y7hOrL8LCL+35YybViSnNdFHvvr+InaQ5gxOltmht5DbK1ESKAFU8SSdijJzcP2Jz5bn8yTVnbx3bisoZt1kzjHMCrxRScwBZ8xvEk6DFmjenEgaCusVAZxJaPM6LhYxVE5LWAs57tJrOQlDwhXGuRG/hcvNccUFxYgRMVW1BV79Ex8ChaTjUoQ71s6pU232K3C5Wf+FyYjcb7zqoMJeOXG28HySQpZjiHvO+o8025yyvr1IQL/h20NSmOgfbORe18CmH0QaDjziBuU5G1wO6k8hR3zNpQUmkIvhQGIKnVnM3jMWiifEWKOTwLXbaiHpOuBPLdXQkSUQ3EMThisBUCS9vKC93UEGjIzulTrUp/yvReYJ3lKzEXYJ5ok4TOidcNbOgOKE2KFQJAW72FKkUUZumiODUPPnOe0rfk5c9NTpiHYwU2J6XWRNRnCVFtq/DO0dwES1iJESBECyCOqjpB0yMWO35r4XgfLuZGnzIS7DvllSDc1WHD8JcmzulZEqFzvcknajZmq5CIXTBvldVcSJEieAawKvQlPyCONdWBOaaKDmx2+y498Uj+mXEBTvDze6Qcb1DnZJTJkmikHFdoF93ZK3sxpHNyz2L+wuKVLJmEu15KoCzHIjGS2QeLUlSHC2Fs0JxxjtLxnAu4pm1QhnR5ElzId/YrV68IbBRa/bMnWHCYieCl2Ax6OJQiSYm5RbxVO5CrARrKAxdrdx5i6tSFOJtSpXe9nCmI/Et6tzSMQVVbU1M01L+jLoFTn2WOjQNhzrUoX66VO0HnXPQf/YEvE9/PFpQmbnOE3OZSPWMogumkjnrPc55pjwCYs4JNXdFxJOLORZWw0CdrZmILc55rHuzvGEK+yCepBnxjkn3pJyM4yBC7CPxGKJM1Nkxz57rKfB4lZGQ2EyelAs5W8Nh+nJn42MReteD2sGtAn3pTaA3YVTDuSAXO+bvfARzovvdb1LvrUh5QlHmlFEgdEuokYsPLzh5cUEYZ8qLS/LlBleUurT0ReaElkqJDjleIn/nK2io5JLIJRMUusUxwXdcP7/h6tkVT+4/JvQBX4VZJ/Zlx2a+4jiu6XyH0FnrIMIiHDNeXdoKo+sYjo8o8yf2u6wWspTrTK4zi7gkuo7gIjf12iidttGgVCFXO2hzzsw5k6t9vVOezCVRK04ciziYCM/ZNMTAR50dl23E7lRwWFOyTTs7rLWSdSbHmbiMZJmRak1QCIFaC3OdKd5YB1krO70haM9wNBCXAXaOV999xcnRihRmZmaS2pi+ZAtkE5xBkyqMG7MD94MnLjzqMmUMpH0l7TN1At8u67u9BZS5RpgsmiEERL29Prwj4ChaiEQ66Y1NUkagEOjBWRNWNYNIs6O2wYPaf6hClcZUdUAxXYJztprILW+li+7OJRGCb3qIjNQ2UfkUJlucNRToL+apODQNhzrUoX6qak64Wn6K2PiZa0qQZ6pMXM8jQTy7LEzVE51y1hu1bi6psfw/Ie+V5ssXYD9OOAJznfHi7/Ihet9TamYIPQs/UHLlYrqk3OZHeI+/y69YEhH6PiDR85NXgaM+M+tE7xe40sFmgw9CrjO13eyyVrRu8dKRG9oY19GHjvm//wNTmwESA/3v/ipyekQtCaaMU9iVPXuu2/MxcvPByP/9f//7/Kf/3e/yjW9+nfD1t3Ba6EKPy0BwOGfR1nPZM897u1I3W2BwnkWIxBBI055nH33MRz94zju/+g7Pn3/MuEsMq4HV0QnOdaziitB2+KU1DQThxY8vgMrp/RPO7z3AS2sKvVA0Mc4bxrzB+UgX1/RhQJxQfEBKocx7cjusAW7G1KKcjep43K34cPuMzpv+wUvgNJwzVmsQQ+hskiMOLQWhsAgLgkSkiTVrVsayN9GkAnsl10Lwns539BLR61fIagEu48SQyLnOPN+NHPdLQojgHRJNnPjuux9y+miJX5owcJdm7h2dEAgUsZyVm1d7nv/oBcH19EOkWwX8Eq7fv6Z3kXjq0Fi5fr4H4OGb52isZJepMTPliVUdWHfHiHrmPDUqpU3UvAt4B6Of2Rd7bUi1pqlyyxv1UByiDrwiwXJUIh2KMJfEiT/mhueoFPDgXLNl3vIvHYgUUqqWhtqyMgzbbn9Ob1+/bSX2WevQNBzqUIf6qRqnjKtK7H6JHxFBkb5lS2hhEQqdapst2+8BOLUrfqoz3rXfa3tvc02YPgLVdquzz8lLYJt27NIeJ8K9xRn7UnC3drgKRRNn/QOUPXB70EXQSKWyzJXw7BL98++y+C9+m4uY0XbTyzrjuV2nRJzzhCyM//2/YvjNv0U4O4EYLEipTmzHFwSJBAl4Caz9ilpnZp344Lsf8/w7V7zx9Te4/uCK6at7lt0KqY7NzSXv/dkHHD8+xgXPMHScnK0hdTy7+IDF8YphGKDAu3/1Ad/41V8hz4n7rz3i/uNHXL/c8Pv/h/8Xb3zxEa999XXiFx9xdnLOj//ih+w3iaNHRyzOlsw3E2+89QaLdcfZg3PWp8dsbrZcvHxF3VVuNpcMq4EnX3yDx6dfIOXM1QfXfHTxlDnvefL2axyfHLGZr5jqRK6lRTGb3XURbVpyMV3T3+KTnaBSuM7XBBGcjziMbJl0YiazrCtyzcxMVGcHpPjMwMBcEoURFLbXGxZHSxbdEd3Gof/yu7j/9W+zK88o2TQocx1ZDhZxfq1Xbb1W+cK3HvLyvSuevfeScOw4e3PFijU6R6T21E1m/2LHsw+f8eBvPaBbOl5+cM2zn9zw4OyUN751DxVbvWiF1T3l5rt7FicBF4I1ddGxDMdcTi+4yZd4DfjqSX7PijOcE7KM7HVmX24+9UaxCUtwkJmhVlRaLEUrR49Uc+8cx3Nu9BLFgRqq0jlHoLsDZ9H0Cz+rSlUgUxL4IPyilPhD03CoQx3qp0vVdr2fM3ciokQq1X1aTKn0vtL7RKqJucwEZ5MFS/gzwNO/W1U8fRgwsI2jk46x7HGt+bAkQph0RlTMeeEDi27AFdCSwSm5CnP19F1EqtK7CC9fwOU15be+wYd4tuOu7ZgVVccijJzESBQT7HnnkOrQo4EcFCVh811P73pTsWMuCYcJDGNY8OHNJdvLLe/86ts8/8lTnHq0KM/ff8mf/vM/5cEXz/nRX7xi+2LLvcfn/OZ/+Xd4/3s/4urigtd/ZYX0nu3Vju//0Y/4lW9+k2fvPmUaR1YnS+Zh5vrVNXzjNcKiI+8yP/zOD/juX36PR2885sXHr0jzxON3HvDaW6/xl//Td/mVv/srdHHg3T/7Ed/90+9x//X7zHnGe8/m5cS3/v43+fF3P+TjH3xM0US3Cvzr/+sf8J/9d3+f3i/a92tPRpnLjBeHlpbgKM54Ai2p0Yun973RD3XGM6BYSNJc5jZGtxF+zibk7L0n1ZmsBd95zr58xvXTa1wM1EUFPCow+4l5TlRJdNGxlBMGv0SdmqhTTBQoPnH22ik3726ZN4ntR0Z0XD2JPH/3FWlXiIPnjV97TOorEoTTRyvWZwOLIUAwAqb3d28NdnnHXI+oeca7wJE/YpMum26jMlWllsi9uMAR2eVrqst3+gIwrYzLiZgzaznjZuEpLlPJxiPRT+kbxEK5CoXktrgKFdeaaaWWysc/uKI/7RiOPHFo+RJVIFjCJsonZMlg755SOXAaDnWo/38qIxQ6gv+bI8ZUKqlUyi/CgFY114SCBI+LP1/PcNQF+mBCtlQqmzm1HTf4nBFJFHfL9Re8HwmiBMnMNVPVaIG3f6+0f9+mYd5WBmIteGfrCUWbgFLukLj2OaS7fAYw3VjnehOKKRQVcnX0IhQSQRboPlP3E+HxOT5VvMxIbboG8VAie6k4b8Cckiv0EW02xlvxHti6pbbPXtTEcJ5A8D3HJ0eMT0ZOH5/wo7/8Eajj5tWWFx++pIyZe0/OKeMrXu1fsd+MgOPpj5+xXJlNMM+Fm8stdTKtxqunF6hWTu+fgoMwBM6fnLM+OyJtEj/40x9y/+1z7r12xvavNty82vD6156w3+8YNyMlFcZx4vmHz6mlcvb4lM31lt31nuuX12itvPfn79GvBhaLBfN+5PrFhorlQAw6cItedmLUxYIJZ6PzlDxzCytWMN2BFouPds0qKI7BDfb8Nfuq1sK+7PCybM4TpUolLj3jjxPrCs55vA+oEypKIDDXTHGV6E1QiLPvQa2VWWecJLohcnrvmN31yHxZmKYdPREt0K06hpNIOKvU2XJOukWkWwTTHFSxFMrbqZd4fOfZvBzpThx+4a0J0rkthBRVD+pIZQFutsyNWrmN1W6vUnrpWRRH2G7plqdMukXUE7B1VdGE18jtHq9oRqW256wRKnPhxU92zLtCqTO1BJZnkdAB1PadkDvBMdjDlaqQzSr7WeuX48Me6lCH+v95rTrP2aLjwXL4G79Oh45VF+iD+8WgjrONN8U75OesJ7wI91cDp1K4F+Be71l9Wv+QEpSZehslLI7Bb4n+klKv7mTcRUtbObhPUNGtzL1g6vPbVYaipJqIrmtKdE90HQs/GPpaHN6Fu9ueJ+IITRcPqBDVYpCZZsgVFbPIrUPheCic9nDaeU4Gx8CSbYKpmjp/3ozoqrcfvrXFh98djQ1p7Uyop6J4sXH80cmas8cnzGni6vIGrcrLj15y8fFL3vzq67z29us8euMRx/eP6dY9qPDioxcc3V8Tu8i0nbh6ecPZg1MQuL64IafK8dkpDsfJgxMevf6I1dGScdzz7MPnfPM//QZvfOUJy9MloY+c3j/n6uUlq9MVcYhM48Tl1TVv/sobfOnvvM391++xWA/46BjHPe//9fssjxYcnx/j8dx/4z5gpMPBLTgKR6z7FSfDEdF3BAn2y0VbLzXHSdXKPpuw0cSKmUqlk8gqrvFiBlaP2WynOjLVjJNbgWJm3E1UbQJIFwjeNBFOAwu3aPoBCzwb2VO1kGtmn3dczhfs8p65jpw9OOHe/XOiBEqa2T0bWZ+tuffmKcePVhTUpkli+/+qkItC9Ua8FOOFdL7j6HTNzdMtujM9TsW+rkyiSia4Su/gJsFUpjuBba00m6RDVAiypHdH1HFLZAB1eO3pOWJwa6L2RHoCXdM+ZKi3jBAljYXxKvHi3SuGdYQM801lvDZxJK5YTEubWlhSpr1ea1FSrr/IoOEwaTjUof7nXq8frxh8I+p96vePutB+aCs/eHXDLpVfwFj188sLLKPjdOj4f/7+P+X07JQ33nyLJ48eczXnn/kxRUuzmlWmMrGMS+Zq4kJFm3bBf6JzEEd0gcEvuJqv6BrkKdfMIgzM1X4AeqD3HUfdMb1OOCJenB3cTohE5jyRSQQRgu+5ro57smT+i+/jxcGb57yoz5HSsapHNs2QSqkZ32/x6YgkBbfdEJ5ewOkKCQHGC8AhyzNDG1MpxSYmTjLZTfTdKduPL3jvz9/ju3/yIwDG7UhOiYunF1xf3PAr/+Ab5ACbzZZ+6Fkfrcl55vKjS5aP1oRF4OLpJc/ffcGb33zdxIrXe4Z+oOsjH//Zxzx64wF937O/2rK9vOKNrzzBuUhG2d3sSbvEgycP+It/+W3Wpyv6Zce0nbj48IK//9/+Hhodr55fsB/3PHrnIc8/fkWuhe/+4fc4f/2Ux1+6z6/9V7/OpBMlT3SuZ+GWdOL4aPMMFwIqFamCrz2rsLhT/Be9zeyIBIROFgTXGW+jznZIentdIT0rXRI8pFJwTpDs+fB7L3j9rQeWkpkTWhwuRHwecL4gSailonlg0hapXm6YqolwvfaEICiZ9enA6dkXSPoaCCQ329SoVpbSsZOJnFpQFsrQOaMmlMaZUIeq597r51x9cEW+KXDkGI47UrmNnTb3jZPMfrqhDzNCweGILJjLzCIERvbcyA3jYmD11pe4DV7zjVUx5x23d3slY+Zgm7B02rG5vuHyo2u2H+85fu2E+++skdKxfTaxebpheW/4G+9DVeNQpFJZLYxNoW1t8Vnr0DQc6lD/M65lcDgR/vnv/1P+h//HP+Gv//o7dO3Gf3R8wle/8Q3+83/8X/Mrv/G3+eHLa7bJBGOL6Dhb9LzaTexz+eSmIXB8GpCTFXHVsX7thNWw5NVuQlVZdZFF9HcBP3/5x3/AgyevMyyW/H/Y+7MnSdPsvBP7nXf5FnePiNyz9qreUN3oFStBEsRCcIjhUCA5Io20kZnMeKOR8UKmuzHdS/+AdCGTbiRqmxkaQdGkITUcUBiQAIEG0I3egG70vlR1bZlVmbH48n3vdnRxvoiqBjFEdQ81ZgTjtLV1V2VmpIe7h7/nPed5fs/N+08AMAbHZj2yCko3eM5nE32FEJdGwERym+EWc94zlwNzNVT0plvRuY5Uk4ngtHBnuMVRf8QQepo2Tqftkv0Aaz+wCgOdGxk5YpsvcB68DwTtcK89Jv7ht/HjgLtxhL87cHK/g8cXyHaiPHlCefoI8gVH/QpYPvCdWeYu9jvuH3mcBPR0R3n9DH7m4+zaFj8fCL4jXg0aHEGcxVppI7IhSs/nfvOr3H7yBn/nP/uPmUvhH/xvfhnnLOOAIoz9Bnbw+V/7As984AnuPXsLJ4Ht2ZaxHzmcTbz6tdd4+Q++y5/5Kz/J+eML/GrhEJTCWy8/4NkPPU3XRw7bA4d9AReIMfDV3/gK29fPWR+tCdLx3W+8wgc+8j5rRE4fk3NmOO7oXcf+0QHNylNPPsHZgwvuv/c+H/n5j3Dn6Vvfs/OOdJQ2c6hbKtC7DjNaOqKLbLo1tcF5Pl2oGmINg3dmY/U9vdh641xnSk3MWogS6WTgON4w1oIUgqu46Hnq1h06WfH0yX2G1Ygc9tSc8J2yTwec9xz5I9Zxxa7umOsB72wKUTUzl5lVf2QQrLbF+8jgO5rL5Jxtl+WVbHADuhBIpVJqpWShCxinwkeC9EgVvv3F73D/3hN0dzz0jX0xUqn3dqxaUkRm081Ab5AysX9/sz9mnzLBiU0CHMycM9c9G3dM1A6akHEUEhMXRAYER2IPVFJKzG8W+rzi9gv3uPeeu3Ti2efErI8Xi2XgEhltkeQQorJNM3qwaZ2TQCW/68+c66bhuq7rT0G1Wjm5cYNf/KW/zs/8wl8C4KWvf5mvfemL/Jf/l/8T/+sf+VFOho67m5HoHE7AO8dRF01EWCtzqRz1kSHNnL7g8UPHuBnx4rm9sBpU5GpDCtC0oWpjZy/w3uOBruvoVz1BRvxwxHF/j119TO9X9H6gHyPeBaZcOOmOYZk0HPLEUW9hVYhQW2Wft9wcbxF9R7cglU/GylR3OOfJaUIRJHii7zjpOiMd7ifaw8fMX/gWn+3OOX99y+E7MyrC/dU9fjR2DB98D+3eEcF5YlzTfe2LkOzDUzCjfGg2AZGcqGcZOQR8DNTXH8BqjY7rxcZmx+OlkNM7j489b7z6BvM0k6kkX/E+EIfI4XDg5M4RF49P+Zf/+NcZYk/JheObNzm6eRMRYbVZ8Zn/+nP0Y8/Foy3Hd464cfOEr3/+G6zXK05unRBDx+boiN//zS9Ti3LziVvcun+LL//ml/lX//CToEK36ji5c0SthdPXTzn6uWPSfmY63XP3qTtAIU07Drsd3ntWN1f4MbD9lS1f/LUvEoeA7z2f+LmPsD5Zc5bfIrfJwEPN4X0kl8mmBb5xaBNzScxtpmm7ej6DDOBhbgeaKL3ryXU2WqTraCgHPbBLW9bdmugHOpS+a8hxz34/8dbuTW6FWxzhFsaDvQ9XYY0XC20yIqYDVwFHaAO4xNwuuMh7WrV8i+ZnfDWCU3AWu96Fjot5j2uRSMOFQheXyb4awVNoZCq37t1l//hAVMV7S+Oskkmp0gdLukQavbfYa1ULmmqizGR89KCVrNWalVotBKwemHRGm7mHFKVKJlMW2JWSpkZ6fUvsIzee2nDz+AZBAplEmjMlNVpWti81ss42wehNo9GGyiZuiNLAOcR5dH739NfrpuG6rutPScWu4+69e7zvxQ8ayGfoePTWW3zyk78NwK1Vz/7inO9+97t8/atfYbfbEkLkvR/4IZ585lnu3L5N7z2/9S9+lRt3bnO+3fHGAzv0/u7f/bs8eP0tvvLVP+Q7L3+bUgr3799n2ts41jth1XeIZD7/6d/hrVdeYT5s6QbPhz/yw7zw4lPE0HPYHvjua9/lS3/wFQ7TTAie555/hvf/0Pu4cfMGZ4/P+fxnPs8L73me93/gvbRWGOOGX/3Vf8Ez957h+Wefo/nG//uf/Ff8ws//RdbHI7kVHj58hU/99mf4H/3SL7KSHn10YH7pAS/rgXnVcffuCzgcaU7s3jrjG+WC91+8Ru/OIAZ8bejxBpq/IuxVbeSa2LnGUDf4AcIa/Plb4DvmOFDEQUtGN1zcHQJXuORxHHj/x96LHCmHsmUIGz76cx9hPB7ourt0q45Hj04Z+4FXv/kqcQx0q4A4+NG/9HFijAzjSH2uUWul63pu3bvJ6nhkc7LBdY5nf/g5uuOOG/ducnzzmPXRMT/85z6ErIX1ao1z1oD44Pnhn3qR4ztH1JK588wdus1oTR/C8x9+Fh8CPjqCj3zopz7IJTwgDJ5+GFlkhib4FEW8Hczi3o7H7l1HqhNVC2XJUfDOMxUbvSuFIIXmCsFFirZl5L84TzCFf8CTD4XDWSKVRHfkFgiS6VDwJj5sWpAFoX2ok4U4ea4aCieO0ISmlRCMHolUc3A0NXC2Cqgnukh0haLFJgA05lJx4o3s6BLRNVQa7hjKo8Q0OZg9YVgoC2pOG+ccrTVyA9y8rCsM+5xKxYVGdEKggxYsqK0oibpApMXw36Ew52xixSa02bF7OBFyJNwU3HEl9wfmdsA5yFNm3iam84wbk+ksUqV0ljnR9cGmPk4XmYO+/WS9i7puGq7ruv6UVKuVw37H2ekprRYOKRHHkdu3bxOc0AfP13//m3z+c5/l61/5CnNKiDbeevCAH/nRH+OJmz9JDJ5f//Vf47lnnuEwTbz+wDzwTv4uX/zC7/PZz36K777ybZwPPH7iSc5Oz2il0HnHGAPfeeklPv1bv8n5W29S8gxBePzWKc89+zfpTzou5jNe+e53+cxnPkspjcP+wGuvPo+q8jN/4af55pvf4p//yn/Lz/7sT/P+D7zPoDji+Of/zX/Lj370Exyt1sR15Nd+9de5f/sJPvzxD5HKzKc//Xv8q9/4Lf7SL/4cw5TR0y3znPlmmHnm7nO8/z0fYLM+4jAd+Mo3vsw3vv5Vnnr0On09xq03aKnkD76fJj2ITVByrezSDhcVcceMOeDO9+h0gaw3VB+pNFTrAkjSRex2+YI0jo43HH3kiLP0mF0+R33lI3/+Q3gf8CcrTu7e4Mn0NE4bv/+v/gDfeVwHaOMjP/NhSBUfO8Q7s9WpcveZO5YzQaNq4d777nPvhVvGQFgYFh//+Y+xq7uFxGhuEOccH/sLHwbv0RbojzpuvHCTmg269NxHn8U5w0qD40N/7kXybMyKEJ01USXj8ATpaGSaa1AtttvhcBoZQk8KkUMRklbqQkxMmqHa7dmRUF8Y/BpPsBRGMbvlGEakCHnKbM8OXJztcE45vrWBCJIqbVZk7CnN8hyymj1zqjOjH2lYI3EZBx01kFFWXU/TSm32mHKrNF0Q5R5EIt555mZZHqowp0IXTBuUAcQyMtrQYKgcpply4Vh3PU48netNTOnsMJ5KQsn0iyhXcLRqzU/serxGRKFQaE2pqogLeLHsE6RQm70f2wxtK6TzzHh7JGxA+5k9xpDopSO1QimZ1sANhqvOOTPPCfWN8c4xzkFz9j4XNfzXu63rpuG6rutPSU2HPS99/Sv83ic/ycX5Kd/+5tehFv76X/9rrKLnYsr8yn/9T9men/M3/s7/hA997BM8eOlb/B/+d/9bpu05zz33DO953/vY7Xb8i3/5G/y5n/kZ/uf/i/8lzz3/PPv9nv/yv/g/894XP8j/9D/9e7z3Ay/yzS98hU/+5m8yX5wxOkVL4Z/+o18m58x/8rf/Du978QVeevQS/9nf+1/xkz/5MT78kY9x4/gmH/noD/OjP/UJhnjMp37303zqtz/Fr/43v8bP/+zPQa3stjv7gENJKKUmLi7OOJ/PyKHw9L3n+Plf+Iv8V/+ff4IbhZwz/9U//if8vf/Zf8rto7vUr30JjQ7/ky/y8Jc/xy/+h/8RsTMNxDiMfOxDH+fzn/wd6ofeC8/9ENx9CqjsD4+YyylNMo1KLo193bJmQ/YD3ke4eYyGFft0xtQSQT19dOzKTB8DUsuCQ1a0pOXK2+g1EvyNhcUn5PlAdZ4u9qxWK9769ksc3z5mWI2oCinPC0FQaFJoFWqtzExELFNibolcCitWxE5IZabVGWl2yG/8BtriVtBsqnsg5x3ajImRXWJOW8ATwwrXhNYSIxu2/mBERzwlw+PDGwyyYfADg+8omjm0icJE5z1eOrx2HEpmHVfUUmnNoqZFhFVYAzBnwzgrStKMl2hTgIUoufG3ePxgy+vfeJ192uJP4KkPPkHonGVGvX6BPKpw/wZaK6Nbs287Gpk+CjU39joRgzVKTj1H/gYzs0V5q+DEAs5mOTDnBGorjY5znBemnKDZ2iL6iA9K7y0RRZkpDSRA/2zg9Dt7pjeVsOnY9B1D3JDZITR6H9kXm8bNDVQrooLTzvIsSg9a7XUTYRUHauswa6WxIUqFPgZKLRx2E4dXEie3ThifUnwUmxZIA+/Y1cQ8ZOK9wK2bx6yeVbwD92bj4uGBwz4T+mNyEebZMkaiF/DXTcN1Xde/d1VLZXux5eXvfJOy33I4P8X7yPnecL/f/uLXyYfME08/w4sf/TiPDjN3n3sPH/2xn+Ct11/l85/6HT704otMc+LHf+JH+cSP/zg3nniasynzhc98ln5c8b4fepH3fuBFSsm87xMf4pkXXmC92QBQcuZf/uo/56/+j/8W337lZd58/DqHvOX+/Xt84Q++zPMvvI/7Tz7BEcrZo4d856VXefj6Q05Pz5j2EyIeCRF1nrlWDmlGdWY3T3bLK5n9vGVqF/yNv/VX+PSnP83/8X//91mvV3z8R36En/rZP2sfssUOpFrTv/kJSwdaPlDLxFR2Fl8cB5JCVce6G+nUseqPGbSHltm3U0jwcP8AEILfMNUjan6dJ+JzBHEUVQ5aoBY20lF8xTklqKPmQI4WHV1bIWXwLtKFgRd/7D3cvHdsQUptZmyRR+URQxzpfYdXyBWyByUj2gji8FRSMZywONOdpBRJ8hbR20ha1eEkWLrmUiLCIANIT5OJkmaagvjARX6dPvTkuqR8Os9cZnrX05yjiVKpDG6FZxGQEihaeJweEatnE48Y44aqhaSFY3+DN6cHeOeI4tl0G478sf1ZCRafXg88nh5wepo4vr3miVs3Ge/0NHXMdYePim4G8qHiHj3mdGIhTQZGGfEi+MFzXoSonT3nkrio50Tf4Vq0m74rOCJr7+m7ShODJs1TwUc1pHUApDGlTGmBvnPE4IkuWNx1nRh6x42Tm8yPKtPXE5sPDxT2ODyigUKDEinfIzRUAolZE67JYqO8hIkkgkRAcM7R+xGtjYt5xxhGfIxM01uc3DoyzQ32PaLKzAwF+rXgjvQK4gSwuTXQJkhnyuhXdC7jXKYVByoLJfLd1XXTcF3X9aek1kdHvP8jH+Mv/9JfB1XSPPEHn/ss/69/8F/wiZ/4Cc6nM1wX6PqBpvB4P3Nj6FlvNjyOHdtpvvpaR7fv06825JzQ1jg/u2A1Dgx9T0XYVbgBbDZrus0xMpggcLfd8vorr1CmC/rOo9p48UMv8uIH38+w6vjcZz7DP/0n/4xWK8888zyHecc0zcshX9BiivIuOLwXclGOek9puljgKlknAj0/8iOf4I3XfwXv4Sd+6hNmL6Wh+x3aB1wXufHEHT73pc/ywfd/iKPNMfvDni999Q84LivC+z9BvrVhKjsISlRLPnbqaViM9BB7Us4cdGtBTqVx++iOAY0COBI1PwYglcqkCY8QxdO0sG9GKwwu4OmoJHz1tuemWizypPT3j3n2zpEFDJWyhE9NOBy5Hpjqjtwqox8oKXEUN0TpaCILhFipNMtgAIiZQKRUw3PnOlFbI0ZnUde1AkL00XI1luhkW60kCIkurFj7NVOd2ZULBlmxbVvOpwtjFbhI9BXvRryHfd2yrweLPc+FWhubbgWiXEwXuN4xdEf0rIgSGGTgrfkBF2nLplvTh8G+k+0Amt6xZle6YBgnAH8y4GpBv73nzvq9PD48xokSg5j11Uc2jAQnNKpBpXBMdUtwES89jpHctpgew6LVmxa63hwG0QezezqLrE4JQnAWxd6EqV3FctLdVlznmB8MnH0l88QHjiguodLwwdF3nqRLkigWjDb7iZXv8OoR9ThvSpFUD6g0gvcgoM0WLdF1oMaCcKPj1q2bTP4C58ypM5eGViAUlgQqY0EtT6J3SjcE2qFx8eYER8ohZboQ6GMkzt27/py5bhqu67r+lJTznnFccXLD1PetVTZHJ1ycn3O4mNgMa8qcOOz3eBFur23ffXFxTs2J482lE8BsY+LsBqOqnJwcM00H5mSCrjHaR8d+tydPBygJEeH46Ihnn7zP+198Dyc37BaJwHuff579+Z5vff3bPHz4kL/2H/81bty8yeuvvMqbD23aIALRD7TSoAl9GLjhPJHItJ9opS6plpGL0zO+9KUv8czTT9EPPb/9W7/LT/3ETzL0G2Q90g4z3RsXfOwjP8JL332JL3z2MwaKKpXdm+e8+LEP0m02qDMUdC7GuNjplqq6wHcCvjlqLeSWKRTEW3x1DI6JGdVE0Mgqrpnq1lDM4uhDRx8irYBrgdraMsbvUIUgzpTrYnHISkJDMPJObQQcSMRLQbHRvQ8drdmhYK6EagK+BYJEu6RpqgkxnUNYuBHOCJXR98xtQpx9jW2eLfa6sYj3wPwxC/3SZWsCtFHlUkmhpFYpWhic0loj0tPUhJCd70l1xjtPwSBLTStFM17E3ChqgVSlVWLw1FTZne+pewUNRPGsb4zEtbNVUWuGpPaCeqEFkDkT9p5Nd0TRidaULgRKM1JnqSbWdOKurJ+NiqcS6EhLgiSi1NooVem7YOmsCwzJEVj7wKRbHJ1Bu8AcOnjEVQjQbwIrVjz6zgVBIsVZRHdtSlugSsEFAt5eTyweGzBWiCipFVSMuFm0kJdY8f28p9XCEEbcgnaf9EBbMipaU1pVSi1Er8traP9e5G23rOscfoDt2YGV6wmXDg93nXJ5Xdf172W1Wtnvdjx6+BBthd1uzxuvv0aMPZvVms16Td/3bC/Oefnb3+TGrVs8ePSQN155hegdTz3zzL+Gk1WFinDvySeo1USTb7zyEqvNEW9eXHB2esq031NyxnnP+178IK1kjo42PPnUE3jnOEwTN45v8tKb3+HxW4+Z58RHPvJhAB69/gZcAZGEk/GIWipnj055/NqbjGPPN19/hf12i6oSXERa4HOf/TxnZ6f85E/+JE6E3/nkb/PlP/wyH//oj+Hv3UbfeASvPuaZ5+7xeNs4ffSA3ApeAus58MTPvIALUFtGaSaMw5E0Y5o4o0i2ehmeZUI/CZBrRsVogQqIs8c11x21VTJKkRnvT/BEPNGEemQ6EZyKeRDEoc5Ch2qxm6moIjScWPZFcGaJlSXsadK9ZTuIHfr2aqnZTtXMDpfbaaegtKsEShbaYXB+SYSs7NLhSsTIQnG8RAm1ZkChSjPksGZsbG522KwFTwVt+NbjCEQBdc329uIorZBbQcRRW8VRECeLzXfGe2vO6hbm08S8TWzuHhGDY7zR4XoLDqvNGjlVpVIgKt3dE/j2I8YXb7GVQq4TQZs1KaWgYuhnRFEVvO/wogTxBJXl69lKx7gjbqFNOJZfNiy2RPyiHBRn6GyPvwSGA+Cjpz9eiKjqrLlQKDUjEnGYZblJXfBMS7QrcjURaBRwgvfWZGrVxU1SSVPBkWESum5gagcG19Fas+ZAWZoQg3fr8rO75LzZY+wEN8D29Z2xKUcHRw4X7L3zbuu6abiu6/pTUM57Si28/srLfPZTv0s7nPPNb32bV159jftPPckL73uG2Pe88IH38Yd/8Af803/0D/nxP/tnefmb3+LVl1/iwx//BB/42I+SarUbiPfLuF/ZN3jimee4dfce3/n61/gXNfOeD/4wX/3DP+Sw31HEkwmE2PELf+WX+Ef/j7/PlA984IfexxgHXn79VX7x5/4yoQt0Q8f+Ys83/+BriAhf+PTneePV1zi5cYPQlGdu3qSLkW995Wv81q/8Kk8/eZd//uu/S5pnYuwRF5gOif/8//7L/OX/6D/gx37ix0jTxO7iMf/gH/xjPvD+D7J+4SkEYfrMl8lfe5kP3jiCzVPI0CEh0B5vOXRrEjtaK8uBBFEiSQdYsNbBObI2VmGFV2FWsxEemJhTYowDPti0AIVSMjEEwxenA4MbOXYrxBvu2DWotRAZSMx2k1U7qFoTIs0U974BhZQNQ60t223SKejlovoSjW0HRdZsWQUI1eR+xOZt/WHvEBqJpgfWccSLYy6JnT/Qh55OBhrmKAjiSW3COcvfaCjinK1NJC6xyxYvjXIVSFUboB6VxFF/wsPpdRzg8HSuo7bGcJWbZN9n5z1n+4l68JS54YJw46kVqc34znDlgkeL/cFUClCI647hz32I9n/7F7jnf4o2CjOFOV0QvOkvQgjQMPdPiBzHI0ZnIdVNrJkqtRK9Jwb7Xmub6d2AxmIuCbXXZtNtYOGRGO5cqBjwTNVTtFHSBdoaac4gCzK6Cn0MdPRMZQIU7w0F3fseaZe5DwqaURzqMqO3zJKLfMHxqie9plxsJ7x4NkcbxBc23U2muTDXGXWJoObceac8oS3ZWM6B9ELIyuGwJx8anQvcfGbNOA6470PTIKr6J/7u8/NzTk5O+Puf/AKrzdG7/uLXdV3X9f/fWgXHe24d8/LXv8ZXvvhFXn352yZci5Hbd+/x/Avv5UMf+yhd14MIOSde/ta3+L3f/qRNG27f4ad//i/xwnvew/E4oDXzD//R/5MX3vMennjmGfrjG3zzbOITT95ie7HlC5/5FF/6/OfYXZzzsR/7M4xyzO37x9x58ha3nngKVfj6p3+Dz33uc7zyyuvU1njuuef463/zl3jm/tO8+vJ3+a3f+HW++Pk/4OTomL/6V/8K2/0Fr7/5On/1r/01gnN87Vvf4tOf/jxf+erXcc7xc3/+z/P48Zs8+94XuHX3LmdvnvKZ3/1N/sbf+du4zsa8aZ75z/+vv8zf/pt/i1uHgjw+p6bE8NMfo9ZiaZffepX28gP8xz/A2Qjqtzh1SHWknOwKVSBTcF446tfUCqnNxhLAEfCc61vspokhjqasX4iQr5Y3uQR5BzxPxNvccPeQUCiaKa3S8IyMAGRmks7U1jjuRqT12DLaApe0mEI/k82vXxulNcJymDsRnFML6qL7nliiRmUdTKBYmmknYoCiSiXZQaxCqcUaEbH7b22Nppkjf4uH0xsM0eKWd2lHammJcDYOgYV6CeuwZgxrywXRxEG3OA0kTXT0OHUc6p6AsO435CUQLbrIoU5clHNGt+LwaObx62fcf+42w82eTTcsj7/Yyqg1kpYFSR1YxZvELz/A7xKHZ0d2tz3TtKMPPefzOeDoQ2QzDMZ90MFWL2IHf6mFvRais8O11EaVGe9gCBs8y/QEwy6rKmE58C/qllU74eAeITjm08ZbX7tgOiu8/6efZ5Y9RTNBOo7jDQp7SlUGt2YVR87amzQKpdZlSuSR6knMdKFb4FSFpHu2+8aDL73JnSdvcuv+LYaw5tB2HHcrzucdF/OWqR64dbTCSwBnk7P635FU5wUefnXicJG49fSam0+uOb/Y8on3/BxnZ2ccHx//Gz9zrpuG67quf4dLgKeOR9be4Wm0sgynxdTXTRxTU06nxKE0bg6RTfREbXaYOo/3jl1pbHPllhfGUihd4LzB49TY5cpxH7g/GpqnLh+gsetscO8cU608PCRujh230gWVRLVrFL4EdmFkOEysOs94MuJcpGoidt4oea3SDwOvnn2HICuoDpoQg6PvOgszih4RyCWjtbEZRx7sH9AU7q6fZJ4z46MtLgRq50g9ZKnMOrOSFT0Bd34gffrL6H/wCU7LI7wone8QAlEcuzRdcQWCOJJOZJKtCujoJTJzIGhHo6BOEB/IqXE+v4WypECGkY1bsepGSmmI8zgn5JpYs+HgJ1tDqEALFGbLAHCXI+4KxRO8JwMiSucgSkeuNncWMC2COgqN4AWVQtFKIYAUPAVZphOlVaILBHeZP/l25EBpbfmvzSkGWXMxb/H+klmRydpILdG0EHykC4YDX+vIrBnvLPMja8ER6H1EcUxl4q3Dm4aP9j3RR4IEvAS8C+R0IIaOdF44e7CluMazP3Qb7+xGr6qcJRvHC+4q5Cx4x9HFivz5r5Hec8z09Jr9tCV0HmmeKdtkKDrPZlgveoawRGaDd5BpRCKqkGriUA/kUhi7jjGMVymp+3Rglw8MMeC9Z1cSJ3KLvXuI1575vPHWq2dsZM29D9zitJwy15noIsfdTTJ7WNZr9jWFXdovNlgL4hJnabWdrCgkUptIKXF6esH5dyeOnhw5uj0SQ0BRHIGz6YxKZT30RD9SawPJV6+sf4eD4ipArDYefO7Adtpy94UT7jx9wvbxOR9538+/q6bhej1xXdf173Ap8GifuPD2gf29v1JpWsjV1NVVldMps8+V6B2dD6TcaHMm1UZOhenNU3RKhGfukrtIqjbf3KXK681Gq945onPMh7dtZKUph1xIteGmc9x6Nhn/ITJtC6dHPTIr42Hi5JB49s4xpZ/ZpYOp+VshHcypsel7xr4jOk9phdd2rxBdYKwjnY/U1tjXA+mwIpUJr4F6foH70ku0Z5+GoaN0jYk9u3nLGNdUX5hFEKfILhFcBEZqKxQEL5XmBR9Aq6DayGoHZcP2y5kEXmkayK2ii1bANWGMPU1XVC2IWIS37cnVJj9LIie+Q7C9usNu7LiAVzjUCY9b9v9AAFFPdG8HeJnA8bCsKRw4E8AlEnNpiLMmTnWGBrNrBBoeh3fephSAcJlI2mh4RPLVId1w1JIRJ6jURWvhiE24KBOqjVQzU57oQ0fDph8pm5BvjGsymZRsilJaIbjAGEdcM0pikQIeVAvOB8oBIz9ezAzv6cmacXQsxCV61xP8kgxpPCkTfh516JyI1YMb2LktOWc82HoFE/udTxesYodzbvGl+gWBLjQneOdYyUBwPZPf00jMOqGt0cuIC0LEGTNDG57AaX5MFzvasgIhK3VQ8hL3HlwgSofSiDJQ3IGiiVLKVdR2KgnL7BB6WbFyI25pbLwLDEE53U8c9meMxXQRFmSVKTrjxDP6FUd+jeDZudPv0SW1RdcgS6Ooas6KzXOR+vKAqKcsnw3vtq6bhuu6rn/H61Aqh/Lu4CxzbcxLI9B7YX7HCFNz4fDglGl/YLx5jHdvR11XVS5yhVyvgDDpj44/VSmpsJt2eD/REPJZz7atmYrJC3e1sr+YifUR3U0h+T2HdmAqdiu8u76DSCPXiVyUfd5zNj3GiZECBz8QXOBQDng10mGYKuWth1AyU9dobqK0TGp2e/d4qlSKNpwU1reOcW+c0h17qg9oa2QU5xUvHpVGUaWoiRERR9aMLnAkIVLqbEmEbUEHd0LvBxLTVexx0UalIldqg+VpEpPbXe6yvZguQBtGMFyEl4hejdKdeByLC0AAbSbww5qZtkRGebFpjFOjU9ZmlkK3WDOtYTDRoy7/aWqgJ7dMjZwKRczV0Ja/CrH3V655SVNVBDtsTaIfmOtMA/owkltmStZgOHH0oad3kapKaokihUrF0Wj7QLqo5ENGehiOelTNPtkwMacXW9s0LQs3wtFapUZF1x1+qvizTLceyHmxLTqL0fbO82j3iCIVF9vynTeoJiYt1CXS3DOEnlANxJRqZtIZHzoQ6ENPqhOlFqR55jrh3IioUmqlloZfGZMhuGgWS4lLfHtEtZCZqRSaCtGZ08ThCa6jl4FAR2mJqksEmDjaHlLKNuFDqa2RasHhWIUVq7BilIG6uGxKa1drMlgmDMt3fVndRuiGiPPmKGnuumm4ruu6rj+h5j9y6GtT6v5A59yi6P7jS+FfbxiuvmgGp0gN1OzZzx3T7SM7WLpA7QLb0vHttx7xnF/hjgINoxYO3nM8rNjnmYu045BmdmV3FZm9zTtSTRx3RxZ0JUJfA/FsB995k/gLn+BRecQubWna6FxnnAC4Gmn7DsIHn6V+/husf+J50iaSVJk10KH4FvFqjoGmAbf82Yk9Ko1OzXKXWwZvdEfFUbQszYEJSJ0G5tYImujpLOdAG6UmXPBkbdSWoSm9KD44qG1R0Fuz5psDX9AWzFrnrloDVDJGJ1QyM0EC0QfCMuGoy9RJisMjeOEdt0mz/Sl2w1Qt1FYR561hESHGQCSQcyORKDQLT1osuMYBMLSyCMw6L7Hmwlxm5jqT6rwISgN96O25XNgUuRWolim1ff2cdCj0q46bzxwzxNHw4S3YzV5msi7tQ4HORYK3KG7Vgjxzh/rwHF7ObD72NHstNFGidPRhoIs90zybxkABKq1lRBYRS1MylSaewfcMbYUTT2kXHMpMkJmmyioMzC2TcsaL2UdTmXAaKLVRaKxvbaiyY3ArHB5F6d1AwJFbR0VRV+nEpgY3uiOCdMuhblOtQ9mTdDY3RIUyzfjocQtKfC6JXDO3+jts4hG973AqNCZT3bgl7nopcYto9R3VUrHTPzTwFfWNd1vXTcN1Xdd1GY8BmNSATfKOKcP3W1E8D75xYKc9/qk1vP4InrxtN20RNAS29+7yxa+9wgeeP2Y82UBUpnLg249fW7IBTPXf+565GnTKiZkf55q5PWzo+xF+75v4fSJ8/P28WXecT2dXyYp22I14YCWdAZsizPcH2BfyWwXxPcPoCdpI2TC/YECfvvf4Ijw6XJhFD89EoTHZ4ylGZ0RgU0+oovTeUTSTa6aTjpwhOMtHEBE7rCuUMlHIV4f+7XCDEIPlAYgdyp7OKH8UfPOoBvBQS6bWRPCOGD25BTtInTkx3m4OOnusCqKOIEJRBYyUKTgiHVNNpjNYGo3SFjU/gguVqIKWzpDV/Xi1VlFtnE5n7Nlzb3OXJJlDnjifz2laGePqqskoteKD0SY3zkBCuRTe+MM3AVjfG+iOIwwKLYELZJ1prZFq5TSd0nc9vfTGn5COzvdAQt5zDz3fI/sDXSdsywTq6fxILw5fC09ubnKRJ+aaKM0yLqJz2BHoEBWkCposxvo0XVC0EHxg5sD2kJij/fmmjS4EdmU2YeipR84dvQSm3Rmr0ePFciA8gX2dOFBJdY93gY0/YRSLuS4UsmYL20pbCsoqjpyEE+bDzDe+8xIA7/uRp/Gd/UwqyhiF4/6ETjrc0nA4ojk63jFRUFVK1u/RNgD4dQ/zBNl+j9brpuG6ruu6vp8qFQ52mLh1bxLrH6DWWimp4e7fwbvempHthOxmGDsI71h55Jk3vvkat58ZufH8MXfiLR7lU7Z5yyWB4LJhuNEfs4kbnDimMnNjdYv6G19AG7T7t0j31qzqzMH37PIOROkl4guEzqENpjIxlZm1Jm78jZ+Cf/X7iFR4/33SfAZBmafG4AY6N0LJSIShDeTsljH7SMMeU6WACr4JvofT+ZzgA57AIB29rCHkxQbXSLkxt4J0Dd95fLOFQfT98vUwgSBmbyQk5jQRfMQFWy346sEbrRGUqoV16CmqiAZbZQDlj50ECdRI8BbuXFoltcLI2gAPixVStbCt56z8yu6rDvroCXLMiSyOkpqZysQqrhaiollWfbSGIgTPPk0UtZTLqtnMoWc95QDz/sDF7gyAJ1+8C0ForlEl88buTW72t3G+GZTKq8GwKkhXUBKlKm65HQ/hiOocl5SCjg1zNcfL5PNiYe1IqdrX8mbjnJlt2oHQh47o7DgsKHf62+zKll3ZolXou55cLeiqauUi7VgPHTULshJybhwuEuGVQr/u0cGZHAOh8x1vHF5lHdZE6am18FBfZyUbRBzbsmObz6m1cNwdsc/Ko4eZ/eMJDnD04kjXh6XpVJs2FciaiWKhaUkndumA9JYiaqstQZf3QW2LtkHsvXG2P3A+72Dq6NOKd7+cuG4aruu6ruuqLj863lbXf39/XJH9ntQO1KMN0vd2X336Dgwdf/S64597gnZxzmGf8a/uOH5qw1ynq0nB1e8TU8xXbUTpOZJI+v9+jnBjg3vihHLkOU+nlFoYQ0/TS7KeZ1/2nB8uKM30CNF1BDkiu4Zbr+CNC+pckA/cIZVTQoxEp3gacwUoBIm4AN7Zbv7y0U3FOBaI6Qr8JZkRaxLO9ZTDbsfJcGTRygjeRRITAx4nEVHT8x9IDL7D6XKbdMrFdMamM7Q0NJomcjXwFAt2GN4xWWiLOFLBA9XZ/v4ykrlqM+eEGFbZLWuo2hqBwCKWwKM2g5ABXGTWiUM9IC0QvdC5YDdYZ+TLqm0BZ9ljv0gX9NpdvZtqq2ynHaffFrp6wLeICsShZ3N/YFyNSxol4IRORlKd6dRcDVUrXeiQJnh6BEdrhV3ORNcxRBDvwHlaVqaUGUJvzVo1aFdwBlYSqYiYwqSnowVjYOSaQZUhDExth8dgWMGZxqATR3YgLlCbIcNTVgN/9TDcjtzd3GB+oGzfnBnud1jw6WJrnYSt7FHdAWrfcxDO0xm7sre/w3cMfuQsn7HdH6gNbrxwxGpYM9XdAuiyaZgLSmZHVk+jsm2P0WidX2s2KXNiVtLLDIp3/kQPvqeslZaF/SOl9teahuu6ruv6AUu84wfpGQColdI8Krbt7+ZECELZ7sl9h3YRvO3d5WhNbpWUdpSU7VMOlgPuUmhnKvei1cbpM/g3LtBVx+5WhCPIXSHnhCDsyo55SQwE5VAsc6HS6HxHkMg278iqjPePkIdb9PxA/O4Z/TMDRTO1JUsNJNpN1Dn85S1U82J3s/G+x9Ymh3rAERf3g9H9Zj2QamKqh0XwFmit4ZsnuGjrFrl8qoVAvKL5ebHlQSDStCysAotxjvQsIc24hUzomgUPNbXNuDhdYsXthoqa60BEoAl+eQ1a06tGxx6GuW6C2N7FaQAVci0GvdJArtVQzbAIN93b1MllzZWrpVcGF1DnSCkxnSe62wEfBO89EiNh42li0eKyUCv70JmAVBy6NJCGgja4lSykSxNSmjCQ2qDaWquqZTc4PLUpqWZ0wVhLU1OeOIjOURYTZlNTeVRtFIpli+AZvFBEFmLmMi0B6oJv9s4hfiFC9pGL186QpkztgMyK7DLzPJH3StFClWKan0Oku1s4zAca1TQaKFUreVfJk7EswsaTWuKSSGprK2dWXJ056M4w2yR7FdvS+usCjVreX7KIlFTBeyEGYXUjMJ9XDmeFNlynXF7XdV3XD1gSvCF4f8BqbkTFE3JmtT3naBPYnU5sVyvK2KPBL+kGUHBoH/ErO5zHsCK0bKI6NcX6oewJ0tFnT/c40156hPuLn2A7v8lcz9FJiS6w7kcenD0g1WyBSrVjXw54cQRv4jlx8Hh6zCom/P07hC7Aa2eEbzzk6PZ7eewys5vxrtpB3zoICYsorgvVz6SEDcVj4sFDneiJi0NBl7ChauPjRUDoRNBW6LQn0CHOxIiqYjd9vWxFBGmOdTymKTQVqkJqllkQ8FQtdpu8bBo0YHzISqXgBUKLBN9b0JcKXt1yojicU3BKVSVg8d1gh3Fzlajemg919ktqh95c2nIIG0b7snnoXEcQh2Lci9bawh0wy6NrjgsS472BfugIEpAmTG3iUHd0zsSHaEM8DHEg14SqvVOcOJo0WqtXUKsYIr4o7WwPudBcI2tCvOAceAkUDJVNXvIkqgOvdJ2N6n0LhupGKc2ajuZsFWW22UDv+8Vl4kjLCic6yM2AX+IE5x2xBeZ5Znyi41D2zLsZHkfkUKl+ceIEh/rKxcM9fiUczidi9MQxsi8HzvOW+ZGisyGfa20c6paTcHOxizZ7P4tnbntmdlcahtbMYeKXdVHTt4d7qro0dpY1UVylPxbSpKTHjfni7bC6P6mum4bruq7r+rdby7g8OGGz8tx9T0/fQXjlMdNrEyk1zhdOwM1BOHl+zfH9DSqZZ9fPI8FsY5dxvRJmRn9E+b1vkB9doJ/4ALu6505/h5d3L3ORL1jHFU90N3ni6C4Pdm+hTRlCT6VRW2HwPUEtsGoIPRKEfd4Sj0ficA+6Afcrn+fGX/445+HAPm/JFI79XdYiXOQt0zuitrNkzusOQTjyI5fzgn3eE70hqJv1F5yEGxY2hGcIGyICLS778UJrJmLLZGKwxoOqROyAKy2gzeKfVzIAgpdIbYW5JZyHjCAugzq8dmhVZg4GxWreGoariULjkIyNAWqJivD2REI7vEAkUr1xJzodyGnPRd0z+p6imUM9kIpNPMZoDpG6HE7rbm1/k5puoiw846aFuVQkjBx1R0zzxEU6EF1hDCPrOBK9I9fGoWRjQHjDVK9cz0U+o4kw+pFjf4P44Iz59/4AXrgJH7hPrTO99FSUQ9mSS6Hlxpv7N3nm5FmmcliaOEeu0Hm5yh3pfSTXSqiVIjO4SJAOiGSU0XdLtFjCOyXNZgENdHQSGOPA8fEJx+sVp6+cw1Q5OjrC3/DcuKns2kTTQJ0brz5+i+1XLsi7CRc8cejoXOC8Pubs4oKTeytu3T5GRCzKOlgjVrWhZgFh7Y9J7kBdIrapPbjZQtWaoqVR22XKpTVRTjypTuznjDbwG0/XlEff3r3rH+/rpuG6ruu6oFTclP7k3/duapdh02AA5cAbu1Pe98wHeOqZWzjvCaFHiuBDR8Usmiw3vdUuMP3mF+DsAqcGkyqlUm7doL78AFYd/s7Alx5+gejCYvODUD1F4fZwg1YVL45bKyPbffnNb3GeLgCz6x11G7Qo23qByAXRRYZnRza8n/qrX+Do+afYvOce2+6Ap5BqoKqjtsKUD1ffpl9GxnNeBHkDrGVNa4WkEyF23BluIAhTmUm10GgchxOyXuCcLhOMcqUPVfUGH6Jaw7DcIx1u0QxYBkOpbSElRHItRCC01VU8eMLWJdS3lSqX0wSA3vVE15E1c1bP6BdOgBk0HcVXdvMFQSNFK7nNBC8MYc1UElNN5FLoXEdqie1kzoDgA0M3sA49QUdSm9nttmxfmxic3aYdJkz1GlnLuECelrWGNg5ph5ZAbnn57oVOPIW0TDI2jPtI+9yXODw+x/3sD5PWnsIMbsbj6RkMkkUla+beyX1icDTtltE9HK+PaWmmOZuaSBU673m83zJ0C9J7qQ4xcJc204tgDVA3esYw4CUw1z1P37rFV7/8HQ5pz2ozsDkaWd044sDuCtgUV8pzH7vH3GaG/hbOY/HWB+XJuKHWTFELr+pCx/l8zjzPloYJtKys+96EnK7Y2wUP3qYFpTRyVsNW94JfMNlzy7CstdZDh3fC+X4PvvHsjbvv+sf7umm4ruu6LjQV6tYOxHayRvwPYLkUYX/7FjLONOeI2T7kU5m5KKesNdI93hEfvEV6M6BDT8kzoDhnGoSZDn3fE8TVCyBmrwxO6LKjiJBaYl8mnDhbHyz7/kOZeOXiNTZhzRhHeh8Xch7c6G6ZCp52RWJsWnECY1gx+IFUC+f3heHkPcgr58jXXmL1obtcxD1D9LQ2G7DIZYYWFxSxzYEzmdlnRh055INFfIfIjXDCWTpndOOSCpnspldmfARHADwxRqMYOmduEZktObK6KzDUZSTzvu6IrluyH/geP/6sM6KCF2dJibUQ1cBEdaFCAkyaCMtaRakMfkUn8YorYNilPc6ZOLK2SioZwfQH4Bj8SHQdVQtdiJRmuObemWAx50Jl5nA2czgtMCmb9w6kkIne452jauI87wneM4QVApZxUSc61y82wkCkwzvPIe8tlVTV1g2PznE//SJn/QVLnAWuNsRVJrVVjbjGGDui9LSGJW4CPdUQDWTTQVSQJqx8zzjcIErDuw6RYHTNGmlq2RFBI7t2xma0KPDCRFNzNuQbiTvhmPPXzEES1gKdEOtgNmK9DPmKeNfIpVJLoakS3UCIwhg2qNoEpNTCre4Wu7KjaKYta659mulcx9iNiCjFzbQKOUGqBe+FsfeIg8Nkjo8YHH20n2snEaWyGVcMnXJ2un3XP+bXTcN1Xdd1obmg+4kgQAhXosTvtxqOqA2fZqJPyGgAosfzYwhHEBzt6MiIix609bY/dsuhyEzeZPzKsglyhUrihm5g9LTJPkwvRWNuEeClltilHXPJ3F3fxCkcpgOlQWl5UZ4bDzG3jBNhE4/ofGeNTZvZy0TZrFjfW9E/ntGvPaT76DM0SSDOwDkL7TH4iLZKXZiFTsWQwE3x3g76pg3vgjUHIoQF35PJS1DRkgEpJmpbsebykC6a6FyH522iH3BF9rv6N2J6iKKXeQOLkJKwoJ9szqBXr47gl+ZAryKu7NcNLVSpWpjSzNqNprxfhI/Re4LzFsfsrsLCCWoNiLEegkVCU5HZoq5LLoSbgbiKpJxoqjYhasm4HegVybK4imhjbpM5HHyg8z1znRZR5BLH1RTJFXfziJIvFriWCUubKmfTTPCLNsF7W5mJEpw9ZqeOKR+Ii4NEKYtDJ9C0IS7Y78PgXZa7MRslVRQRO7xBKcWcOd4JROiPPMdlhXOe2HdoK6hW/CLmVGn0PlJKthVc8ziW2HICwQVQjxMTZXY+gqyNclozSWcEx+jXRAlUTdR2oJXFLaHLO8vZRCWXig8G7bpCeCxZ2F6ssbAc8HdX103DdV3XddFqpWaLdv7vVbngtzuz5q0rDPaBepG3dL6D1THp6IT2RKLUTBWHc96EcQgX5S3mckY47JZ8CJjKgbgKdFSoaomVqpRWTL3OwuOvhakkNv1Iqpn9fEDEbu9+cRE0bQYeCgPrsKFqYVu3zO3AlPfQGvHubWI/or/3LcbnK1NXiaFjDIKmRVnvHEmzNQbizL0gEHwguh4vHUUzYxgJGlENiJrwr9Ks4dCMAoFgJMhFpd9odqO8nAZo4zLgOvoOrhoBXW6e5lR5O08CXPN4WQ5ZXZoszKMRxJM1mdDR/AfmQ1BF1ZqGUhTfR3AzSLXmw0EMgZztELxsFDr1pup33k6qCrUV6j6RpxmVRrwTucrg1CUEC4jebryCUSuDs9bmUDPe2YTBO2GXZ3OsiFC1UlBi9MjBhJMmPrUWrlXYTgf6GOmjTWUaFe880XsTdyrMZSJ2gwkwpVKlcCgHaqt4Gd8OzLIlFZmZorKEXTlKE0sHrWqHcbDXzHnHeGswlLTvqGUJ+XIdfkGBx+AIzQBZ4sLy/S/4cBYniph4VV1hdCPaBiaZKbkYM8T35iyqjdwqtbhFAGpfS7FeSVGCs8nYJRhSVLm0Vtvf/UfoT/+Gum4aruu6rouqSkZYr1c/uN0SQJXzNy+4c3uF75QpmhowiEcV5rJjl8/YlQPrMHKWjKEgCL3vmepE5zuqqxQ173/v7QDu+0iYPe1C6WOPxzHXRF1ucUWrESRToenMvuwZw8pU8k5AhYodstF1zC2xy1vO89mSbbGic52tCNYdx3/mh8j/7DNsnnuK8MPPkm7d4GyxXj6e3qSpEnygj4GaYNUd0Xc9joi0QAfQWNInK9ogtED0PZFApSwWz4Z4Qzu3xS0w+pFeRqAxtUSuM6qV4+6WrSQuA7VapgsDnYwUimUW6JKBuGggCslAVEDF1gLA0khks2Z6SHmmtoJHOOlvmx6gJHKz55eqVLH9u7UjEJpj6AdcdSQtzDqbc+QMtmd7Wmq43oKSqhaij4xuhRNhbgdSSwRZcjiaUKtQVRjcijF0IJVdO2f0I6keFlroRHVCvHlEevUcecIh0VGqsROiczYRqTC3SnBKHyOdP+IinZs+I0TWbqSRoVqOxdQSp9Oek/6E87xFY8M7KCbAwEm1uOkWGd0NKjBzjgSLok5zAyo34wlFbF8iDUIcKOlAodpsRh3naUtHpPrZRK5Lhkkh4Zfmz+MY/cCOR0RWeOcZxTJJHs2PeDw/slewFXLNBB+JQWglUBeMh3fgXUCrNSvOW7OAdtCaBdBFcOHdryOvm4bruq7r+rdTqsiUCOs13Dig67eFlX3s6VyjpyDMHLTx1vT46tdF3m4aUk00DUSnFu7khClPhKduIutG941X6X/YKIoqBg8CG8nPdV7WAh7nzJroJTCVtNzgG6kmKpmzdEaqiaKVVRjpfY9EYc57Zt3j1jc5+k/+AvK571J+92v428fc/6kPcag7Bn9snncsfyKNSo/QWsE7JcTy9vdGsD269/Q+UDQQpOBV8Rqh2kQl4knY9OJyygLQSySGYHhpbPSfmfDiWfkVZVl5hGWK0LQyMzGwXp5bj1OlUYxJgCx0AovUBqDCSlZUZ81IWBYZpTlyKezynuPVyFyg82EJ3YLeD9Ra2efJQEyzcvHajsO5vfbDzQDHcD7tCT5wdzDSY8OEkLlNTHVmKg+RZU0VnadR2BVrGgOeHabuj8HjQqDRYD8j9wcI32sX9BGOwvrqn50Iq9Czdp6zVmyNpMq2KNt5cXTURKqZfon7Bmuki5qFVaotK4zXGalA5zylDfZYtFFDopXCvmxZDz3eDyg9sQn4vDRplaITfokx9fSLhmRxq1TQLgMeWsTTEVhRmAn0SyOirLueWm26c+kuCb1aauvSeEoTDpOyWVlDkrIyz0pwQhhmXCfU6mgZnCu827puGq7ruq7r306JoDc2nMibhFWihrdFeqNb0ftAdID23OWcl96h7Ncl/fCySrMb8xg8qsombixHoDssm3uLki6t/GsEydzyMr2A5gJjCDiRZYybCeKNqihCcHoFzUktQWJhKjhqzURXcB99AnnyhPbaGfM/+xTjf/jjFH1sfASJdK5nxGFzjGHh9TZasdwILtMxl51yEAu3sjmALG4Jq0gkitEaCpcIZruhRolAW9YZppBIzKhCR28pkBikyBHf8Xc2LrMJCm1pYhyXiZoBx7buETGhaC8DhUZAiKFn445wXuh8oHMrprK3gCssCOnRK3sutheIQnCRLo6sPtAbWItCWhIySy3s60SHrQzCMmKvztm0RcT4GqHD1cCuXjA3298751l1I0KzVZoAT9xE3jiHJxpElj+/jMkEoovLSqpwNu3ZpbxMTez735cdY7ci5YzDcdRtCH45Eivsyp7JHRi6QPQbNAe8epw6WsmkkFAKg1tZtkc5QBB639Eo1JYIrpFdsOwN80/gZKB5076UmhhDT5TArh5Q12jFowIqlcSeQGCb9jjd28okCNKE0NkaSfD0fcB74dAKMZp1VhcgVZoXaqhak+FCoLbMYW541wjeQsXebV03Ddd1XdeF947ghTrN/70+FLpa6DcN7fR71hyrsGYdB7w4tBXQypObGzw6nDIv/IN3Hv6XQr+qDaGRWqI7q8hZoo3dVchPW/b1tq99+89fSgBLKwue95hcM/u6X25jl/TA+rZYUCz7wXgFSm6JognpPNwKKGuURv7U13DRduyuLVCdOKBSkGZ7e4ZIePGJq7UALDoMLXZ7r8rgO3oXUFdtNL+IExW1AKWFtJjVBIpOudJ+BIKtI2jLQeRMK3ElfzTMk1NHbjNZM70bEO8tPXN5ji5H4UECSLMIbhVT6nsTDI4yEkIw3YJEis+gl9oEZbqwpEekIRHWdwbmfkuTirZ2tTcHFheIUpo5Afzlrl30bVFmM21IpyaS1UU7oU3t+xWxpO7dRDvZmKMCvRJB0oKxIcQmTt47Ui2LE8eaxarN4FDe0WF6kyCmRxEnIMmeAyq1eYyEseRrSKCoEL1DsQArVI2A6W1lVmrCO0GCLBpDa3X9sl6Y2oy2RG1tiaAXRI0ymVpe0kzF1keuw6ujSTVapQoV0y6IM8LlICOiQvV1+bkwEaQBzRqtGAAt+khuxd7rHkQuceTXGOnruq7r+j7KOUeInjIlQm2Gy/sBqJAxF9xaaQt8UFWAkawjVXtzZwgkPDeGG1ykHXNNiBg98BKXfFlNG4h9kNbTCS4aeu+I0t7EiSc4O/xs1M6iCZArbG7TtjQNA0FsrL3XPalZvPBVw6BKlbbEXXtEjIg4t0TOdj93NyJ9fxt+79uEVYdMFaYZWkZPbtJ8Y8EkQgj4kxVyu0eDXK1GKrYjP7RmkdFXT7Ep8fWqcbC1h1O3TAvMeXFZXsIicisglm75tldiQR0viZ3mCqhXh3Jb/r8sqaFKWxJE/dXURdRirL16vAZEHKkZhdLcCFCbUlvFdYqrAdcJ3TqyOumZpgtY7IGyiPIAOm+pjFkzqSUG93ZWh2IH/ugjXhydi4s/w9H5cAVmCqEjNIXHO/SDz1Jljza9EoaKemotqNOr90Ju5i6xA9qmN6uwIrrlPaQgak4WJ57iMkHt71Z1lJqILhIlWhYJC6dD6jLbsaZTZMGet4aqo3pw2kwgiVsEjjYPas2slrU1qtSF9Gkpp9ZYg4pexbwXElUW26Ys75BlKiVqc4xOOmsdxV5zHz1NZoL6pWlwFG0m5vRuaS7U8ireZV03Ddd1XdeFeI8EA/UMU4LV8AMnXV6W2bsiVZ/nm+cdd8c9J3EmSOKt6RTcSKo2gg8SOIrHIHDIB2qzQ1a04mTA+YiUPaIg945o0wNWYb2YGE1kKGpOieACwZnzYF8OOOc5z6fkWsitkOpMavl7Huvlwara6P1AiAEXArs08db+1Dz6YcXN9T2O/tJH6P0KvvsWen6ORIX3vmAHR4B2yLRXz5h+7YuMv/Aj1JOO4mcKjehGvEvgK14qqpeTCDtWDOBkcdIzEz0DUS5v+bbQuLRK+mXqcHAFafkdt3m52pVnzYbnZqSTgdwy+7pjcAMRRxH7+3Od387DwNNJz1QvQVZK0cw+T/ShQzxECXin7DVz9MKa82/sGPsjTm4cIzR630MUVLPlKSyDp3HhO8x1Ii82yaaFVK2J63zPM+vnmcrFsv6xw65Dr3b/nesYRdB5JtzqkL2QytIwIHjn8M6x6Qa8eA4pMZeZLkSmvGDAvScQ6CWSl0AJ8Z7mlNhAqxKkp5PI3BLVmyX2kqoYXeBiuqD5yhh6tCnneYdI46S7wT7vaVJwCA1Ph8c5RaVSyWYykWoTBLVFVO9G+3VVgrMVShbTN0Qf0FZNWCmB5naIWkvVtLGrF6zCGlei/bo0KgnvYabR9Uu+hmT6wVmQ19LgtKak74Prdt00XNd1XRfSR/zJGs7fPeTlj6udOI4OK9Q11I1UfZrzbNkG37noWbvIrTDhugvOJnMt9N7G0PuyZ+XW3NzcprTEVCbmMlO1EETQXChNkc1In3tuxRuc5XP2C/DnMkY7L//c+44hDJxPZzSty20Tbva3eDS/ZboJLNdg9MPV99D5QCeBjp59uliIjR60Ms1n9AgpHoiPHhCz4G/c4iI9ZtKJNid6v2L97BHjyU8wf/L30f1E95EXWH3kOQ75AK2j9+aauMiThVi5gbXrr2yJItCrPaa2DKvNnmlCyKrZbpSq1FLBj+9YB11a9yqOcDVNmHRnWgdfyTrbuJ2OQmNmttwFbahXIhEvNha/HMuHvidzMIGlU6oUelmzly3dE2v2FxNvPnzEyTMdTx49Q8SCrlIrlGWNspKBpIXSMl6Ex9Mju9kvUx/Vxm4+41F5zM3hDgHTlhSnID1oom4z5Uzw65GZGRcN4CR4Wq2czWfGxmhCH3q6fm1R3dlEtiKCF8+D3QNOuhO8v1yLFPrYUxwMMlJqYte2JM24EnC9wa5ym9nWM87zlnvdHRNMtkYfVhx7o5AOsSM3qFUJXknMpHagtHS1RovRUSWTiqJVOOob+Mp+zkTX0/kOY6zZqsmkrIWk6SrS20sPTlEpNHVk9kzpfLH/eoJ3lAremxW1VoePhmkvZEqptCZ08do9cV3XdV3fT3lP6xfF/vkO+vivRVm/u/rjphNy9b/75kh55IineOJooqZTaMW0Dqrsy47zfLbwFMzKdnM4oSrIesDXRn3pjOPbx+zb3j5MVUk1EcRfYaVtq28UxKrlShzZtPFwekjTRnQRL94CgBa3QnDuanTfSceDvCe3gnPmgQ9RuKgH7g53YJshNXhSqZouPRK0WjlvZ8gRjD/9XrtBvvQW+V99hfWf+wh7mQgqxGD756oQXOV0u6UPgT7EqxUJNKJ2V1MDBDtInf2alMxctnQu0MvAJaQpk4kecrWwK3AMEhGvRI6pzUBARSuJzOgGi2imLiwIE2Uil8gn01mMrHEemwI0Sw0N3YbHsidkGAjc6m9zIKG1Mz2GKB0eT8cOs01mzVd5FPdX93EiZC00qaz6Acc9Kg0Rz6CRXTpDiHQCKzzDwnmYNdM0IAqlZs4O5/RhoPc9F3niUBNj7BEqq76jzmVJ9hTWcaRRiDISXcQF0zaUlm3q4yLOO4JTVtykdwOFmUJmlGOSKJ305JpwCs55HteHBNfhxCieTmCqFio1l4JKw/nFBtksRCt4wMuS5GqZKd4LzlVQj8dTXcLTE2QAKoXMPiXWwQSlRWyd1fubbJylseaWoEH156Z0WVaGpUUokFrDeSEEuDh/96OG66bhuq7ruoyqszQNdbvD3zpCiH/CH/rvqFgIXsB56jsSd4MTeneg92f0TtBmFsXa6vJhKqgoUYKRGhVO51NKK1AO6BMnuK6Sv/5djp7+AA+3r6GwHP4mMCu5LiTBjiGM7PKWG/EmueWr/07VRtR1EVLWRUTZ+R4XhCDeuBJUeh+vNBa1qfn0pVFfeYR0ET0J6LEnOMfU9qZShyVRMDL1SpZEfxLp5kL61FdAC/4DT8OmQ12h6p6IYzUskogFGHVJsFSxA7sjGHkSmzI4HN4NZF+W5qMuQkZMJNkCTctCLoS5JtNJeNNrKIAY04DqGf0aUJpWkGCJkTizQuKoCzxJFzCQYalNhBp7z642ppQptVFaptSCOFsgzbUw+Mas9txfAofuDvcomhlkpHOOjOVazDUbpppMU9j4YybNIBEfelpKaC24FtBl1O4lMoQRgH3eEX1HIFArHGpiPQxE110JMMewxgExdDSqHbKuAY2izjQjVfESGPxqmYSYhsDhOelu4DSQ6sF4GX4gSk8nPZVqyG2nDK6HFlC/o6ggKqxkvWRpZHAVceCa0KqJPhETVzqU5jKtViAbGkorfejJMZF1T1Vvro7Q6BZsuFePE0s+nfQMEROKOseipYDo/dKY65UG6N3UddNwXdd1XfZpsuRNtDnhmv6xM4M/qbwqMTjwgSbfO/LsXKb3O3p3RnCBufh3RPaa7ct7R2vQud7YDaVfcNKJtHJ0xSG5MJ43nPML/U6pKibcE2+CNWeCO8ERJCLeBHGXRMHc8tWYuOnSsGCUSXGCp5Gbid+cWERzbY3WYOh79KXXcDdP0DsrUseVC4G2aDlUzRpYKyIJOY54WVFeepOggfbqKXJzg5x0uKFHFWJoNqpubztPZMm3sMfukGbDalHjRV4eaCyBT6Z3sDLqsh2oIMxktNk+HhYUMh7ELH6D90tDYGr6yoJmVnflgDAehE1nVHTJgqhIpzTfyIsbxSHGlRB7THObjc7ZJsu4UCWIp/Mdu3pB7zozJKo5HVo15LWqCTmdWzN4b0TNIPjexJhOPaXY4WzC2EBuyay1LtoUqmQUYc4ZVXNweMKVdbc0g2yVNhtd0r2Dlbg0TE4cUzOUtSz4aO8dpdpETJdD2XQQg0G7JIO0JSkzoChZbV3UMeIIKEbcdKKLPTQS5PIVMP6DXj1SXYSvFc+K6CJJJ3Sx4SJKJZl7QtrijolXxggRWRQx1jC6S9OvKt215fK6ruu6fuD6AVwTlzVqYRVXZLejXH0pxQl0botjS27ZFO0lESTQuUj0HeswMgyRx7sLUs1459nENaNf8zg9Zpu3qIucPHMP99U3GD60oXq7Ieaa0AZ96Bm93TZTTQxhIGuyZYVWE+OFkZIu8yNZwq8sanqaMr1vVK8IppHQZVVyedAdtwF57RH9c0+Tb22Y8hlj7G3vj9hEQis1mcjQeUiDR9cd8sTTdG1D/pe/j390TnjmLqvn7tj0w2fQxiVK+PL258XTZBHONfuQj2JplI3G4Ez7cMl1UOEKQ4Szm602AacIDt/MhqfS7HZ7+TwshyR49HLKQbtqsDZ+QyYRXW9QLZTUDuQyI8HD2DCAgqMPAZFIoaIVvBcKibmkK4so4jjLZwTnqGIx3dKcsQ5CjywYbRQObeIknHCa36JRic1fharZBMmSTetCnnTLaie1iVIrx92Gs+kC5zy9swTL0/mRjfY1I+IIEvA1EjrHIB0hxAX73Mgucyh7QztJoKoy64RvgeAtPC2Kg2bR5p0bUO1sdISt+Xq3osNeK2tn7XV1Cr4JaML7DYmtzXDUJnHqBR/iMnxoNBFyq0R6s+suaam1KUlOKWKNAwgDR5Yf8o4rgL2tlkhwcXgfaeEa7nRd13VdP2D52C+Hx/dXooprO8I6siuZ1pTjrnGWPM9sMkEsHvpQTLS4DisOdaKhdL6nDz0X+z0emzg4sVF6JPPM5inO5gtSnSGuKOkC1wbER1gO1OPhmBg85+kCbcKN7iZzm5mbHf6pJnJLeBfoQ2/IZPHmGsAztR1jWFG1si/7Re8QGMOKXd4RfORWuAm//LsMf+HDyO0V4hohdkQ6S2wk4JrFfAP0dAhCKZlDmRll5Iw3Of6LH8V99Q3yl75N+/K36X7xx/DuiOYmWrXkIV3slmA3ammOROKinjO6FYNbEelImq5smV5MUY9CkUaoPQ2lkKk0hrgySyieKsrkD/T0iBcql3vtQEoT0UUa5gAAYS/nHIWeQ90i2uFdh1JJtRg3oQbapLzxtYfcfd9NRAqdC0QZUbGm4chH9nVHpTCEni6scAR2ecchm97h6eOnobEIN01v4hGSJvo+4hBKSfjdAZagqUM+IGpNY6WxjiOlFnsdRHlrPgVgkEDRxKHsCd7Wb6s4LvHsjYinNcwdY0sLPJF9ObMobLcm0FPJlJboOms6HWJNg15mbHD1M6RLEmpyO4vvBlZyk1TPiG5Y5gcztU1QD+AiVU0UigclQbKJStNKEEfoZ6qrOPXQoInpXfp2jNY9TSbUZQ7suJTPgjUrwQXC4CltJiw5FYf9Nafhuq7ruv4HLgV0D04Dx/HIkND6Ch+6fYdWd9T2vbeZXdkDcNRveHJzj+iEpBO7eULo6HxH0Az5MWdSqU7ocoFvvQw/+xH26TVS3sFizTvP56wYbVXgQJzy1OY2r5y/AXgGP3AJjDrP59zsb9IWEuXbt1Pw4gx6oxCdNQ4alDGMRB/IQH3iJnOXDRsN7JiIUdBaF6ugoxNDEld0CQpyVADn2KczhvfdIr5wn/xgx/RPfwfJleFH3k98/i5Zst26/0h10nEn3GNuE6nOZDH7ntO4hF452kKzdBo5YHkSinn9w+U8otkEo3Pm9adGJpkoJOz6C6lWBjcgoUNdwwNFE07teRRtrDmhCxt2csrqfiCuPBcvH/juNx7y/HufgIX2GH1kFUbUg8/C1CyLQciM/ggpFgIlqrx68Zo99z6y8iPBe4ovVLbkmhm8YbUVYR1PuNUfuJBAagnnLLfiUA5mj3SetthaO99ZUyWe6HqaFo67DY3GVBOpKb6HLsCcdgSJRN/T0eOJaJfQJhbGpbaS6qXHSUQ0QA1XDcPVz4ReNiOR0hxNK0kP7NqOlVtzKFtrjoNQvVI143yhVqU2oASO+jV9f0RxldQOJLdnpkFisfBGVBuzbMGd09ql7iLS0+O9pxJoNaGacLFHqiM5g0dVSTh/zWm4ruu6ru+nSoVklkQZ4g8cja3AeT5DfKWoORsGD+JGLtLFQs6zw/Cp1V0qgneei2nL1A7s0oHODaxCzyr21AJ7Og51urrlSaswRLra4Z0jt8JcZwZvbH5LtHQ4ZzTBm+MNcq2WM9EqfRw4xqA5VW1EG8QEfyfdDeY6MdXJgq7EcM3GfYBtOtAHh3rItdBaIgocyiUn4TJJ07IFOh+BaroBtT1ybhONgqhHgyB3O9yPPo/uM+nRGW5O+B966ird0i07dkMLCk4CvRtNbIdyGeKcKUsOh23EE5a34cXhxW7AF21HrW1ZC3VE6VnsFcQ24JZIbfF2iPuF9NikMFcTVUYXryBUzSu7dIGXjuozrBKbZwYuXp0WvUMz+qY2QhVEAmNY45tn5kB0Pb2sDYbFjn3ZI6gFW4URjyNrAhVi9W9ba6Pj6MXnyL/zFYYP32PnDrQ64emYywxqvAab1AQchW5xNTStpDbjRDiUiSAdkR6RYNHdNaB1zxgN/jS1CwTTyHi3gL8azHpuKO7mFrJTJTd7PYynYVzOptkEkqxwztHRoxicK3r7/nKbbNohgIo1gk4I9AZ9ageaq3gnbPQmzoulkWoj1WLiXGfodO+M1aCizM0ySHrnqUSSVFLb2/tUqsWcN8jvvme4bhqu67quC1PvVfvkcN0P3jQAHMrBkDbijAC4uBGAq0yA4CJH3Yq5KblVppLYl4nWlC5GOh/xzjErFN+hLRnVrgmt2d5agMGP9F5t769G2POLjqKqqfbFCVotbloXcFLnO/blYJ59FvuitoUIaMK3KB1l+XvcQk8smulvb6inW3Rl4r+pFbZph5dAF/qrPfxlDJGI0QMt66EtX0+ASiMhvZDvDri0pr31MuFhIjx7D/oONC1KesEIgIZrdMuTKWouBgMbOdpiLY2+u9rHX0ZuI4KqUMW0HRVHI+AkoM2eQwdUMW9GEGfajJapOpO0MUpnUdBYVLbzFedMSNe0UkRQEYJzqJi41ASC9hyrNrwLdK6n1eWQwzP48Uq0Ciy450ZrlaIm9KttmdiI0pygR2v0u2/gub98b9aQTm1aIFJhEf8VmwRgNEwUOgk0gakmNr7DS8A7T1Gh1YqKsTIsz6PR4cg64YmXiQ6ICKVZY+z0j/7ILGSN5XWxZtnjGPBEm/aIETNrq4haZPel7BGxpsEthlfBklId3twYDmanoGVRvNp7tDRLHgkEQ3CLNS7aykJ5qOSaF+CrhZfVBrlcTxqu67qu6/spXWD1gMSA/gBiSMGQubXZTt65gejW1BbwLr9t1RNbFZTWmJboZbMLBvroGUKPOE9uytQKzQU6D8MMcWrULnLIk9ErvaVT9r7nzcObFDVBHWoS9L04ik602lA18VlthbDEJ8syyC1qmOHSsjUkAoPvOUsHog+LSFBwovDCfep338Q/e0JZO/YlsSt7W2tgN3HARr/4BQW9rDykEOmM+69Co9BaYSqFzp/gh4jmGX3jFHf/DnGwzAFd9O6mYauoZDtc1Nsts9ip1dQ8/JGe0Q1mV11irARP36JNBLShJBuz+2N0ukC6AEFwLBHTEinMJibUDDFSciXtKjgh9oIfGr3viCJU78l45otC6ARdBJ3mkggknag1450lbMbWMbU96itBAiGs2cTN1fvpojy+SuEMEim1oip4Hwktki62+NvHNNeQRdTnloCu6KO9vqI4Zw6Q3DJKo3cdK79majOzpsW541CBXjoOdYfz1kSgDs+AJ7DTRABEK1s9p6Mn10ojWwRYi3gaYNMMtWUU5sUxqyRqQtPSDkTf0TSbHoIemqNIWxwVBu7KTEBvDA5VBAWXcDjUFyOm6iVKOrKvB5JC54yZEZbVRdZiupZmFlYv9t6RxZXR3umN/hPqumm4ruu6LkgFtqYxaEOHuB8E7KSs2MNyyyxt5M39TQ475ebRfKUZ2JUdu7LjUPYmhFRLV7zZ38BJMP6+Kp13jEPHfFCIPeFrD5AduD/7UXJ+k9Iqp+kRYCl+vevZlS1OPJ3rGHyPFuW8bHlyfQ8nwUKLxCFBuSHHnE9bzuctve857gbMyLgcMpo56o7YFxPcueoooWf1wfey/ye/Trh/TDkO1LRgk4Fd2RJcIDpDcgvCKqwXbPLMyXDMOvSkAvu8J7UZ7x1rd2xrjQ/eJ79+Tvu9r+LbN1j90p9n7i6bmkZ0DVpk0gNIJbhgh7Nv5JoJEhnDmuAhs0NLQXyH8x7VxLae21HeIoInRHMrhC9/Ft73YertO5Tc2NYz+tBbnHdYYeP2zNe+/gZ1r4iDcOQ4ebZjzoXRjRb+NATCk47vfvEx49SxHlf0CywqV7vrdksWgxkfA33oyLWadVPDskxobPwNkjswtR3iKkEE6FiFNat9JX3l24S/8WeZy0OCesY4UlrFu8Ah76nBNAzL2U1thc5HGo2zck50npP+mI0/Yq6JQ91y1Hd0PuD8Ym9tSiCQmFm5DUGCZToUR6qZMZwwtx0zEytnNMhOPIdm67asmbkkjoeNrQLU8inM9JqoreLFJmsoTG//KFmT4MTyP9yKOM3keuB0POXI3WDlevYN5pJsGlQaRQXVyiyQXSV2sOaEVRhBlNlNnJVTaiuMrsM50//oeO2euK7ruq7/gUsAt+poUhZwUqUivFICvqy53W/YxAPn6YyLtLUVxXIrV5RDnbjZHwOZVApzapzniSePb+HqmqaPKXJA1zN1V9mEI3KbqdSr9UfVRqrJ9rtikxOPZy6FTRe5Oawo7W2leHC22wc47k7Y5gt0SYusmqnKlU++UtiVc17evsRRzpArc8nfE+mNYLTDUvAuEELHm9NDvPes4wBamHNnqwvn8JhNc5CRg862a783EH/xR+jemph/6wvIDz+Lu7Ni1okoBn8eWNsEvAqFDC4t/AVAZlQM/9e5aEOkWvHe0Nv7MuO8x4kwt5mRI5gPaJ0pbSbVPWu34ryc4pvZLlureO2Yt3ue+qHbTNuZh98559G3KmyUddjgxS/P28zJ8QnHwwpCI+mOXMOSn2D2z0qjucIqjMYtkM7skjT2zY7OohmVSudHBlacuzMbsecDaWqwGdnrgVRtUtF1wYigMxyFY4qmhTxZqa1w3B1RtVj4mRZolkExt8neQ8FRXSUzE+pAJysGWaE0iofQohEj60xNijrlwfTqEk7VeIvHROc5Hm4x6WFxXgjH7phUE6kkgkSGYIRPqkmJqss0V3GhoyyTrcsJWKfdElKV8Gdv4WvFre9xxlvE1tHLyOhHUkuc6jl5ce10ztP7QK2FLefGjECpZHrfsQq3iM4Cq2pTEteThuu6ruv6PkpLReclxGnovn9NQ21oSuCKhe0I5CXqUoHX95GLZGNgT+DOsGKMI4/mR6jajbk22KfZ6HrOUMpzTXT+hPaVV4nDQL694dHhYkFDF4uvbraS6P3ASbyB97YnnooJGhWWVYSSauDxdM7RsGId1vbQtbLPO24PGw5lZ5HCLsIyGo8uLvCfjCPgqhK6HqnKlMvy97MIK42VYAAfmPKeuc700tFopGqBRZlEqfbnQowLMlmJ6kGEFiE8fZ/5i99CSl6ASQCBs/mUPgxXKZAez4Timq0CnJhIzotc5WKqKrUWfBCiCyaiawYqChU09hRt1JoRFfAZbbqEb1fU2brGygbqXRjZ3PWs728YVzaCz61QdcVxd0KImIgRofcRJeLVOGIIeAKNwqHtodl34iRecTayBi7DuaJ0rMMRqo0u9oRhZi4WYdX7Hi/W3LU60fue6iccjr51RGlsF21KXVZkox+52z/Jzj8kSocsBMhaPHGxYDYtVCk4V5jqgd71OI1LQmfGeSVEs9VaxoeJHAUYXU+uJtI96m7wOD8CzUQXWbmRC07pOaJ35khpreJxjJzgW6CRLXPEeQa/Yfj613E375PubthxilRPRdnq1kLcnIGygldwluth+yvP6AaCE1prlOqYa6b50yXGXfFzo3v90bv+Ub9uGq7ruq4LbQ3N2aKrnfu+AU+iStca/RjJTDRVoOJkBtZUddTa8FrwMROCv9ox2wMwYVZtbfkAN0HdGEdqbfDgDH3iJnJnQyc7xHekmsmLC8JuuIXjYYUDLvKOqc60RXinCnPNpJrZ5z3eiVkAlz9XtbLLhyVa22Eo4QXOREBVl3hqU7Brs3hh55ZGKAiHuS6CzEtckrBNW1JNZhFUSK3Su2X/vrgeerHb9qXiXdXcD9o5qCagw0WohVTsJtzTL49TKVrwGkF0ibt2V9MR7yyLQnXRefD27xE1YeFcZuTWHeZgt+jLiO3oolkwMX3IPFlcc2swrEduP90Romc8GmlxxugPESfeDk2d7X0gDtFgQtQl3EkWIJEuHoPSCoGOwRvSOSxBW3JJn1xEhUEiwXc4bwLE4DoUJS4eEvGO5rY0NaBYpTHXGSeOuSaKVqKPrOMG741/cfUzoFBqJcaIiOG0Zz3gtJF1xquFWiWtuOBZBRvv64IO9xoZ3bjoFyBowJNN1IkJG8UBrtHTWYOH0Gom14L3JhptmKMBDJA1hA1+t4fbHu17NCm9jKCeXb2w/Azf8D6wktHokstzp4vzpWg2SqQzWmdqM0EiKgb5kqHn3dZ103Bd13VdaKu0Uojh3afdvbMcjV4LcRU4sMRMk/EyERkZQ2Mk0fsD0R/IdOzTHqXhxMJ62mJ/7FyHdx7vPL3vyacXdLVROkcbA32JyHJjLK1Qljjh3DLBG0gplZm5Tkbqc0bpK60sQsfGPs3oaIeYHZAdcyt4MTth1cJck3noLw2GarkEfQhoKahzuBAILdAFoRT7sK7aDEctwi4vOpGmRopslSCV3nd4DTg8o6yXSUKgUimYZTPlGVEhSkSchUMfyt6I32IiNgunKqzaQAvNVPGAaFiCsMDyJBTXAoJNZbx4xDkTYbaJcPceJS40RRw0T5RuaWAcWuHirT0hBrNNHg1sbnhcs2dnV9sCyxK6vsOh1GSLHnFCbULVhGqlsAhlMQtmcEJWe4w4G6ED5Jrt+XeXzdQlAnlpyVQY45qaK17jEtcdyXpgniwNdK6JXd4zhIGpJXvuXE/n4lXqp0qltbq8Rg3UIsIbldQK2uzvLVpsZSXKEAbWfgNiroqmNikIzjjUrdrjtqyLBq4RxeKxq5gG5NIFI7XRtJAp4ISianoT7egYCFOCMGCDgUYnnfEh2sBMstWCKNFboFiQcCmZBd84b4/Iag2680a7nHLF09v3E5Rye+Dd1nXTcF3X9e97qVJKI+XG+njzxwdV/gklWpG248yfXiVNggGJn4iZ2D8k64zpvyNzmtmmC4Y4mO9dM/s80Qe78dioNRAU4u+/Sv/ep7k4hu3BblZ1CXW6tEfmlphr4bvnDzgUCxASzGJXW1lYh5an0LQy1QNztujoTViDwK3VCWeHC9JCEtznA+uwolKWW6qtXo6640V8KKiD0hr5oIzDilbKMkGRq6husANwn83iqaUS/W3GsCJKhIVFEPGI2Jh8bpmaZ3oWV0uzzIQuDKAGKLo8yDws4367u4N9sOdqHMAiCmKkATTQmC3ZU8QyJ0TIm55QQZpY8qKLNDJOA8E5mlNee+MRN56+w1G/QbRR60wXR6DQ49nVzKQJuz8LuEZrZmXFm1ivixHF+AK1mSDQYU2XKswkVqHjbN4bGhwlBM/N7pgga7blgG/NcjfUMcQVc95bToYqUXo2eoOJh5xNF6Rq7ojtvOVoOGboPErhcXrMqu/oJVKlkDQzl8boVtTajIZ96X1sl09wB34mKKy5ifGVzunZ4CVQ/GUYVyGpIljyaNJElICLwUSyRAIdkK++v4GRUjLrbuRQZ1wIDLJi7dbUT/0K+uSHKd0ANbNxG4oqQQLrfkUvlsMRlsd6iSEHoDpGbuLclqoZacLgB8a45lAncq40VUq9kmD+iXXdNFzXdf37XnM294QTZDPwg3QNWqEd+J6GIbrKOh4IkvDSsXbDAj4q9J0lGJZaiQwcD8esjgYeHh4Y6lih1cZeC6u3dsiP3yD7M/bTlqqN3hku2Ilwoz9mHZ7iG2ffIDpP1x3ZYwITwWlZcicuw6scJ90JudbFcuaY654H20oXe3Zpx8X/j70/bbYtu84zsWfMZjW7Oc1tsgEyARAEAQIEqa5ISqXGLklVUY4oV4XDDleE/Q/8D/xH/Nn+5nIT4XBJdkTJlqyy1ZZEsdiAIkEABBLI5ran2c1aazbDH8bc596EQDKRJSpI5ZkZSV4m79ntOmuOOcb7Pu98SxB/R6304uhdRx8sfpoo9nk1DO9cE8f5SJCT+8Izl8MrPgVWwAy+p5eO3XLD0R3ofc/geua6sPX2uqNENn5N9gW/7mHOcFigs7jq2FgGFdMkDL4j6REvgqMFb6kCHSD0OtjJ02cyr8YtpUKpHmIEZusskNnrzuyH/py+dogoKpkvfOEh7733gqv3r1k96jh7e8UYVlB6NCfWccD5EW3IYo8nSGjJkSbKXOpEkEgnA3juugrBcZe4uM8ZZaZz0ToPknk2v+ThsGbwwcZD7tV1FiRS1ZHrwsv0jD50xk5oBeWrzz/jtKcLAbrKXCZ6P1CYUZ8JESCzYJAoNFg0tU2rKGUmek/w0fgSkkEHXPUIgVjXJLenJEgkhIKosJSJVTdY8UUh1wQ1EoKlbwYiZ90ZkY5884Jx+xauVrh9SfrgW7A9h3cf4iXiSgGXgRn1R6IavCqROJSZDlBZNY2FELAiZSq0HlZmqUdUCkK0CO7qOH5yHeR90XC/7tf9aksEF6ONvj/lUv1JcgjlZrmmaKHzPeu4JmXlsJjdctNtWPUdxzy3E711EXrfc9FfQPkuhUIMPWMcuZ13XC9XDGG0WGznidHzxvgmRQsX45q5zHy0f0GtBXEO79wdEMlLYJd2dC4yl4WpzARnWoQ6W9KlE8cYVmRNpJKs8+Hi3XwaIJfKkrOFa0mwU623dE7vHBf9OUtZmMtMqrmNPSrFV6Y8gQjBWepk70akKocygcCFO2coI+4bX6K8/wJJM/5r71Bzunt+4z9A5oh30nQkDsFTSqbDM9cF8dUATsWhfsKLUIq5GCIdZEeulkoZXOAinIFLzHlGJVvglcL4RuSd80uWI+yfHXn+OzfUdz3jeUdyqUG8Ap10XM9HzuKWIMHwHxWqO1KK4j0G3ELxGkhJwVkBGJyQUrbAJ7QFTA2oZiuEqok6tVSqM/BRdUcsrzOwiVtEhDFmpjwxF0sNjaGjcx2qQsqKK47z+Ii5HCnqCAyE4NoYZEUtuQW/CjWfFCrO3B8qBqHy+e76vkujPCVKtuFR0YXM/FpQlaVmejxLTngGYujx00T9rX+Mnj9A3vsONQQ0dsj6DHnri5ZQqrNdy+Ktq4DiRcgFUs44Z2LMWY+YL6cjtKJpLWcsRGY9NiKmWXi9eOvo+U9usb4vGu7X/fqsr1yQUi3GuPu3f0t4le9QMQyyozSgExhB8mq6vhO9Db6n89G0DUkhemt1awFV+hgBfYUURgnOM5WZXBfOWdtcWaudmJutE7GUQFUafjrdvQbLi/B0AuIMirPuzjikAwc5GExHK7lkym7Bi2fRibm6hqL2djLm5KIozVVh24dzvrlK7O8blc+kkOqMXTHl491Geb1Adpn1xQr93hFfCjEbCRHNdy4Ah97pGJyIjX/URHCuAaVq0zQYqVKRNvMWbMyhQJDOOjI4OiJKQTVbNwPLoigIq9VIiIX9iz37myPhpmN13tP7aPDqapCpwccmHrXvv2qhcx6C4bBLrfiG+Y7eXA2CFZxOPF4iVZZGhWzx5SIsZaZDiHrSmRT7GRwiAd8uX5WBKQ6UWkiS7boJA4MfmxhzwXshiqeXASOIJorMkHo6twZM8FobsMleYwVpUdU14jFthck5q3UYnCOKfb61mtYja0G0MdSq4FRJZKLrYX+L3t7C+QN48BhyQZ1DvQffmbOliXoFpUglBmHOC0tdWEqmVGXdDXQMZJnIzMwtJhtn/ItKwTmB6hE3g9I0Oz+emPFHr/ui4X7dr8/4klygWJQu8dPdEkQUcf8mIOZ0uq5NYV60MJf5Y/P+Y5qotbKOm7ZhOPrQM9QAL/fo5ZbEwlJmilY6H5HqmOvCnOc78d4u31Jq4XbZm+2x2c7MYmgb+WkT9BINviRC9MEyKULPylk8tHexZVnYJlFqi8euin5whZ6vmfxiJ1ksCrtzgdycHEo1Rbw7BSSFZuM0vLABrex2rRVyTUzVNBOByFRmtBZk8MSVR6aKfvACefuc6pWczcngEUSt6AG5KxAs1rolLar9d2cWFSNjijOAl1rL3DoCpQkf7VV6zBmg0jYrdQ00ZGFg6hTvxNr9zpI9q9poZAiRJRXbJKmoK3jMbbCUeldQACa+zU3iqOBcbN9Bez+1kEvFORt/BVoKqwiSK05b1ogIiF2/hUjnO/pY8DVTS2UVVkTXNypiAqkEbyfyVAuLmkg2aKATSztdqjmBKtWAVuLu4t6psXWvTvJMc7J0EvAuWDHh7E3WqiQtpxKyxYbZY7K/QW+vkXe+TB1WiIuUWixoq4KUxHGZOSG5wXQox2RdsoppOQLxrnhsygpEI8qMo0Opd8WjUu7GN1Zs3mOk79f9ul+fcNWc0fxTDDV/fKkiUoj9AYR2U4IWs0SVVzckC4fyzK//eNt0U7XW+/V8Azi6ucd95yPS197lZtk1nDKkZDZJsJNprZVjmViKyR0/2H1EbNCmRRdyrXfiyapKcCdGf8sHwGyOne+QFi5VVDksL+lDTxfOKEWMWZBm/G9/l/S3f4FDec6cJgTYpR3rsCLVhHeezvVsuo592hFdbCd68/7ra/fnXDP7Zc+D1SWpJlJjPqziyGHZk48vePjVtwjfv+b4//sNxv/0L5O2Fk5VqXh1uGyTeE/E4qoqnma7E9eEiUp2M4JpSbzDArOK2RKhGm5ZKuomSjVb39HtyLqgFXrvWPICcyBK5PzyjHe/8CZxEG4n66o4sbGNYN0EbVyGE3hqyQptrNI4RIhYdLMVLUKUAG65CwnTxmDYpwO9bIjS4XzG9z3+NhNXkeoSUEAjWoQp2+nbO08Xe9Z15Myfc1OumfVojo4SUT+xpMmSK8momh1TsKhwbejlqcwMfY9zq0bhTFBeCQ5dUxDUpEi0QCvb4AXvfYvX3tN5zyoMTHmmbxAnWRbcsiBn5yzHPSFnlmrCWxFPdJHn81MrcFtBdZ0Sg+sNTuY7ejfifOW2vMTXaOJSOjpGSg30PjLVI3OeLWOjVGIwrU5ovIxPuu6Lhvt1vz7jS6eENiEkq0/u175bSybkylm/QbrK4Adu2uh99I51N6L1CdEFC1IST3CRuc7MeSa6yOBfWb463+FcR8ngbm6Jb655SERLZc6J6/mG3HbeTdhSqRybYBGML7CKK9ZhxVJmdvlgBUUTx03ZCJImYrSxwqpfNdGitxCgdhOd88wyX3O+eci6OyPXSsnfp4sDkcicTXUexN+RIeeykGrmzfENck2WrtlOmbWNQ/oWbKVAF+0zf7h6kzkfOKYDLw4vCD6Sdea23MKXL1i988sc/ut/RP/1L3D+c19ANwOlJpIa6Ch6oxXUUknMLG4mgukVqlCL0HUQyumztlNvbIFdWWZwreMkIL4SikG2xKu5KULkxY92LDczg/fglZyU0a9IZSFrogs9JSe6bgDM5nooE1J6KDC6ga65RoAWylmssCMR3UhlYdFXYsroPd4P9Lo2+NSqY/1X/wK3f+e/ZfWf/2XYBGox6uGeG3Z5T6mNgpgz2SkfTB+ATwTvCNJTmPEl4KRyqDP7Zc9Z3HLbPbMAKwLBR2adybnShw6ksC83JBJBAqM+aExPG/30bsVxmui7SAgREY9vYs/oOrRW5iWx6jsOKRP9SQQhiPQkfcZtWe5it0e/ZtI927hhG8/p/UjWzKIHVrJp15BBuJa6Z8MjDrxkZjJ9Awccgb1OLXvFEjCDF/o2gkkYtOyTrvui4X7dr8/4qjmhJX8qqBOApEzQwrDuCNHOXEPoqRqoKqS84F0gUxDNePFE5zlmcxN4Z4l80UVu0y3rsCa8POBfVNhueL6/4mZ5Su86Ot/jneMw7wHaKd5GAI83jzn3A3MppFpb4mVkHUZjNDQXBVibewwWAjSVmbkunHXQiaDZ7Jr9sLKTNbCUTNDK2PVMYJtynUlqoslT9sQqrkg1M+Ujt8sth2QRy3fZFGlPbV0VrSf2A+wRRK5MjAk45zksex6v3yC4QNbEcYDxP/tV+MET5n/ym9RckfVA9/k3iKNHRsEPEekjRbZMac+dY9+ZS8QoCa+3oi26uQ+xnTiFosUEkkAMQlWhnKyc4khaqOtA3KxAlATE08OpbdI+RFI6EqVnkC0dK0AovrRUUbvOEomoESeBTkaQAaq9huAFRCiqROdQOuZ8INATXU8awH/+MeWHV/DmirL1TGXHzB7vhc6t21hl4jbdWLqqdvYaXcYT8HRUsWvCu2CuSg8pLWSxNMgqlleycj0GA3P0bmRXb9jrSwY3Wj5FLVzNL+llpCOw5JkpzVyuNtymiZxtbLWIctgf6f0afACxFMxaMg5PR4cTc+YsuvBifsnK93f8hYgnyAYnAagsOrHXW7Q4ju4JXjwpD0zJsR0mSi30eoZKJbvE0gqJU1qpE2Hw90XD/bpf9+sTrpwytVZiH//4v/wTVqiZXirDqgcPAfOjLzVzzDv26dD0A1BcIYudPu+ASW12qyirsCL4Drk94HYF/9V3mPI1fRhAlSlPd6jmU8fCiwUI7+YdyU2mTW/jiRAC18vE3QD9tXURNxzLzHXeGT9BlVISVEvcRI2Y5+NIUmVK8x1BUHPFEwzlLJ5tt7bshJZzkLVBnE6FSetIRB8pakhfnJ2kRcA7z5Lntjlr01p0DN6CoJx4BM+8hvj2GbIZCEtFisJxgp2icmvoplLRXOm+/gVk1W7x1VwEXn3b/ttYBlDvTqnonBrtxRW82DnW2SGaVAsZgzZ1Q8fmcmwUyNCyNEyaWWqiEyHRdAeu4qgsRYneo1VbbLjFkhdsVORwOIGkmc57c12owzmDJVm0tI1BtFE34xfepn74HDYetiNVLCNDHPSywuPJOuDkSC52nYtA8BYDnmvBS0eQBMymTshipES1GPYlm44m14pKoYglRo6yYtHMsUyWXllgKhNn49ZeczXXypKUlFPDdttIwEvHOKzxz58hxwO169GaW1F5GpthyarBqI7q8p1mo2VpcmTHIvb8S468WMzyG8UxBIiMVMkE6eyxnONQrSsXXbD3qJVc7zUN9+t+3a9PuEox4Vz4lCJIpxUvmeqh1NZ610LWiaIH9nnfNgXLhFhaeA7Yid/VSm3Y3kfjQ5CIm27RZSG/sWG6ep+Hq4eUmjnUI4dsuOfT6d1O55UpTRxRoouMfsBHTy8d3gl97PClNCEY9CESfaSqMjacdO8Hqh4sWdBFVD1IRII3J0Sa6XIkBk9us/ckllcYXUdA7m7IXmze7cXdUSgdQvQjnASJ5nW4SxRdiv0929RMOOm9x/tgNr3qLcvhoidebpEEckjo1RVlytS0GNEpVWQqhA+uqduAdAGJERk7Sj0NBRqq2iT0aBaqZpvMO9/4CVYg1aIsc+WwT4aeTpVu4xlGo04KQq4z4sC7ZrtVs7aKCIXSrIdCFEcVc1k4cU2zUJtzwrQlWRdWLpBzK5bUtSAmaW10g3R5HOJslKJNflq00NFRPXj1uAak9m6xMVE1caoQUMmAjV866Ri8RWDPecYFO+lToRZBAxzSZO4MZ52isUZKrSzVBJ9e7Wf6aN0vbZHVx2TdKt+sv9EHOlnT396ihwPEgTIMTGnHonNLWpU28oAhtNAxyVTJzQmxUDSQ3JFCxjEi0lGKRygEr3ixePPqTEHkxKyiTrxlkxAozdmSf0JR/Yet+6Lhft2vz+q6u1Eo4j0udJ/6oVJNvFx2APSrYGyC0oKnxBkmulnk0FeplKqVgp3yq4jN5YvhlROVQ7pln/c80Et631G08LIFaznxHPOR3MSHp+dJbZaNGG55jCNjHIypkBLBe97YXvJ0d010HW+ttywlcdadcYgepxWnjlwVTyC5mVwTMlfcPtCfbygOvFr2w1QmjmkyiyiOwQ9EF5jLwlLthu2b5bJ93I3/b5ZPrx5IlNJO3GJkyOBBnRLEE7QNGmrH4mZzgHiPWwfy2SXAXcZCJx0+e5a/99+jUQhnK8Ibl/h3P8eitqFIs5AKiqeA9Mx1QkURPxBw2PZQmKfM1dOFqw8OZCbOzjbE3oMKHiWVRC4zwQshBEKI1BSIQKmVpIW5ZgbfkdU2dkEI6pj0wBiNbVG1knQh1wUlGIhLvTkymMk1M7j+Djk+0pF///v4L3+OfDaSamFOC6t+BcCUJmojad68poNxzSK5SGLjzrCws65FeCv7MhnEyQW8U4JLzDkz58yKSAiOlAvH5ap9txbQln1m5QcLz2qbcW3QpfNhbeMR5wgu0PsN9V/9M/QLX0UvH5OC49n+PcbB0bOiZyRKByIssifV1AigRg6tbqaWCupMfyHCNkZ0DPR+oWoiV+v64QpLnU/SWDo3MuuBUs3xkquJRj/pui8a7tf9+iyvwwylIsEjq09fNGQt7LMREJ8enlHRBmj6yY+ZW+EwRqNEpmKplYdSuPzWc8ZxRf7aJc9mS997fnz+GvsA1mFFdIHq4x1/QUTonXUfggs48czFZsmlGt65aqWXjv1cbBNWSLmStbCbD3QxEnwkOI9zcEwzqo5N/5Du6oj7nT+A//hX+Gj3Hfo4MEaz5k114lB3LHkhVQtT6kNvIxJnRdRhOdCFHo9rqGmDKUVn9s8YursORW26g7pUXLBxC9gNO9QRoWGkKW26k+joSDWxrzuC7zj/n/4VCIL+6Cnlex8w/+b3Gf5nf80eV2eoFS0eygrBTsgGExAoPXgF8YgGYLZETB144wsXjOsRLUJGjVLZrS1bIxuF8LZcmx7EKT4E+n7NgON6vkIIBOlYJPF0esJb4TFRPCrg8Jz3F6RsdtLaBjZrWYO395trtu6EX7F8+JL4qz9PGQs5GWHzUGagcr3cUKlsupHcKKLe2yZPCUQ60zSQUc0WXObgrDsj+yPUQq1mz131nkBgn4/s5xNyWQni6MOIiHBYbiAmnk03SGmFYogMMiDqKVWpzbo71MmabdtLrmXm5e4plcKWdy1rBECqdTUWITpLZD3xNfp6RqYimlBdECmspaP0L8wxQWXWveVSlMosB0puWG9fcHXDTnenhhNFX/cz/dHrvmi4X/frM7xkXqAqEjwuBj75eeMnr6yFkg+Nt+DNNSDCo/4RN8vNXX5DbX67pUGOvAt4Ipt4jnv6I+oX16SHa6abJwAta8LjTlAmKrkWBj/S+8FSElubf2rWy6qVm7Tn8ebhnc891cyUZp7WJ9a61elOIPl4eIzQU7WyW47cLnu2wxk1g/QRkUTOBfEWb+0ZGOJIF3piS2J8dnyBpqPdtPPMl86/QAWupqs7S+hFf8btsmOuC6UWjulIDB2X/TlZ813RcTvdUGth6o+MYUXneitqamzdCvtHKRxIRBzRrcDZSfe47KhLIj4cCOsvEVdPOf43/4zurUvClz4HFxuyLCzZNgzJXWtVL0QfQRdCHRjHgfiOY/1Q+OBb16AB6zHQOhIVakCkUFzhoDPewXbsqSrkWpjmlxB6XNfR14EoBux60z8y6BNWMIgK18uO0a/Z172JTJ25PSad6OhYxTWyFPjBM+KbFxSMjtn5yMLCYT5S0DbbN5dM3/X00rctV3A4clm45TmeHofZJF/ML3k8PiKwbkCyRB88M8XGeApd8MTo2B8TMQSiq9Y9GC8oqsxlMj6D8wQinXOEALkIXegZU6H8y3+A++X/iGd5R0lw0T0ElEQiacJh45WOgZW3kUzWhYkjR/Z09DSFCZ2MrLgEKpmZSI8jEF2PusysO0uPdaYLqcWcJg6L+XZOueguPvHv+H3RcL/u12d46WKJg+oj2n06IaT3C6+TF+6Y/42h0PuBYz5Y8qUaptmLYxXGhrO1Gf46bOj+1feQB2dMZ5G5HJvOwHQHwRvOOJXMLu1RZ6OBk3vhLtlPrU2/Disu+wvGrud22jcdRMchHZjyhHhejTNUuVquWGqyOXxrgUcii87MJUHNRCckZptVZ+MZdC7iXAaxXAgXHdEFvPOkkl9ZO1vX5ZCPBuRxkei7JsirzHW+axfnUhBnYkgDYk1QYfSjAadwJt5EEafmfKiGdHLt/wcVVSMZaifIF88Jj9bk33+f8tvfQ7oOiZ7hmz9DxULLtCpFYXf9kv0PbxnjQLcecNtA6ZTD/kBNCrXN3IHW6jERqBS8d1SpVA24ZpdUV6nOMThv8etgTIkiFGcjC1RxaimjJ7dLIDRLoTkL1DtYFH12oH73h8Rf/goaHKWaiNGL4EKhlGqsg1I4JCH4jmM+mN5G7PWuuqGRMI0rEXzgzK2pNbdRgGlgvBPqkpmqNiS5FSLrvmcT1taValHnS1GOTE0Qq5Sm04jqWYUL/PUVPH+Gvvtldq5wqAdUDChlHQTjQPiGm0Zr42gAzhDhFGWuM2t/RsbIjomZ5A5UzRx11ySuma7a2MY5QdRAX7hEkIGSa7teAkHvUy7v1/26X59k1YoPHtd18GkQ0rngpOBd4ZVCokns1P4tWljKcodsdm3uP/jh7mcGbzdgef8H6Dd/hnkF+6aRGLvR2AOmusMEhtKwuqeWLYxxZCkLQ+gI4lmFni4MptDXQqr5ztfeOcsiqHd4XuGYj5ww14K1sasWi5FugRzi7Lmi69rGUKjimcuCiqGuXYPwjHEk5YyqjWqi7yxzQWlFlYkOex/RKohTjnmy94nS+c7GMaq44PCdN4Lx6XM+qexFCE20aILA2rYcyynItVBE8euOsFmhV7ewFKQAxwX9gydIFwjnGxgCtQSYC4fdQtx2sGTKdSLXia7rEPFNwmkFymkJglNpPAx/l0PinL/LXgg4Kxw1sWhCVJjy0nQO5mjw4u4+d0VZ6oQX07k4F6hX1+jTK9yDM/KDFTWlhpM2cBii7TuKOLVr2mkjMdbcQtMK67imaG3uB4jOE2LT15CpzRHinSf6QJVX14ZUbWTM5nBoz13r6bswiBUCc52pOTCS4HikHPekt95lXw4kXex7FKVz5hBSrWgrCBW9u2adiOVjykhibqLQpZlo92SdzFbJ3L4bK+Sk+iaqNHEmLbOjtHIk4Az//QnXfdFwv+7XZ3QpoKUQY0SGDj5Np2FOeFW8d3dMuaoNE9xKAtuMbTmE6ALbbms3djXY0+h6huRQH5DLnqWfOS4HQFj3a57Nz6jVNpLYYrNLLWw7iyVOdWHbj7w8ZrZxRWgBVVOZCLVHsCyKY54QEc66LZ2zLsZUJoLzDYNcgFfK/ikf6UNH8LEVD+Ax0VwiAULWFp1dJ9MmuEB1hdwCulJJCBYMNHYDNStLWe6Klc53jHGN+Eo9mjgtukgMHft5h/qOlVuz6lZQThvJ61+kx7fApBPE+i6cC0cimUul2J/d1z6PdxE/F/TpS+Zf+z3CakX42hfoHmypRelTRzwfWL9xhijcPr/l8PTIo88/pus7LINKW3enwCnRUk2Q2TGSmNp3bqhis9d6Ss0G9qozG79mlxe7GqUgFEY3UrXSSceiM4eyN3YHET8VeHpF3e+Jf+PPcTu/RMXokVGMhKjq8OqIPuKDBZpNac/oPIdyYKnmvnEE9nnPbrklVQuoOpMVm3AJFreBqCNKRxwilI5aCrUY1lpdNvGo6xCiAcp9ZCg9RY3c6Lyw1AmtAvNkOol+4BgjS7lpxTVoteug1GydDvGoC0TtPpbUKURG2SIhkzVRsH8rFmwhzgprUYHqWMpClP6OyXD6nZzq0TIwWmGW74mQ9+t+3a8/cjXnxO1HL+iDI64/BQkSkDnBakGHVzed3tvs+HU09OurauVmuWFowJrgO/ys+N/6Ef3XvoxuNmTvcQFcgwyt4sjGdwxhIOF5sv+I3vVs+w3RBXbzgeN8w1JmEnby3+cd3gXO4zmX4wM2JTFnczkc6q51RKohp32kD2YTpOUlmLAzUtKRMz9YYmCCORWKM4sn7Wa/6NI+UusQrOKa/XLgul7Tuc7cFwJnfsu+7MB3zHkil8yUEtf1Iw7LvhVFkT72rOKat8Y3CSGa/ZKInYETAYf3EecdpRygBsMOczrp2ggDbNMTzQZSkkjNiYWE9574zkPGd/8G+v5Tlt/+HjdPrnjmPIezDf3nN6S4sF5vefvygvD1BPXVliFqNMHogWKhU8ZfKAaVCgOuCqJC6Qr7/Q0rOceJZ/DrFoG+cC4PSKUJETGEcqBjrhOFQnAdfTxjTD2Hf/hPcY8viH/h5yh1zyoKcLp2rYvT+wh0XB+vmfJMcJEH4YJbvSXVGYG7cLGiJkjtfEfnA/vjwrAqEG1MFRqLAyAhdH7AeaGScRLBmUPmWBLURAitIJZibo6SuRw3ZIXOb/H7I3LY04mQZQCBxMJcpna9OfpBGGRF1ZFjnfBeCfS4YiMMFWWSA8iBgEG5oLLUGamBVOwzdyrcLgfeWr3NsewBS8UEmOcDQYQQHH301Pke7nS/7tf9+qOWAkebh/rNGrcaP9XDjHki+AIdJ/QCne9IJd3RF0Ob579qDVd2aW96gpLYdFu6PLA8ecr4H/1Fit6y1o5VtIIhV+WyfwcRSLVyPR/vnmcpuW0UHdfLjbWCqyUavjV8jlISgrA0tkPnAmu3Yq6zWRnjmug79nlPLz0rP3KbbtklI07OeebN1RvwwTV6W6k/+wbX0xMO5ZYgAd/yA3rpmZibwC5xu9wA8Pb6LbwXbpZbbuYdHx2e0vue2+UWEdMF3Cw3eHE45xnCiCDslh1TmnjpnvPu+efpxDMte3oZCc3Hr208crqNmyjx9R6EzcI9DiedGe48lJxb50WYliPH8oztgw35l34Gfb5j/Oiad37vPeQ/eBcZV2SUm3qNn5XeBboojZ/gCcVB9ezKESfSRgsDN7JjZCA7s13qYTGAVLfgtTdIVnXGwsDGPpWAUpl0Tycd+7QQ/cCKgfDtJxx+5wfEP/dl5K1zWAW4Cz0L3NkA2lo4tCwJG4Xc1Btu5ltA6H3PKq7atVXZ9lu8k2ZBFYIH0ZV91uK5KS/I2YowEzZ29NFslrfLHtT0KX3X00kPkphLpip0IeLknD4OyLd+Decj8tU/TxeEpQS2/RtUClM9sCs3Fi3uOmptkCsXyCyonwg1UqswlSOJindC9omogV63RlzFYCmlKgWldz17vWEINk5basLXro3FLLMi1oGD7j7x7/x90XC/7tdnciluXhDMOSHBf6pHEWjWSkseLLXQux5p82wR6FzftA0VbQJDwFqxatS86FYgjuNyy/Xyks6b+nvOM7u8p3ORbW/WtiXNLGXhIAeO+XCnn+hb56I6a/8vZaZzHdF1LLXNvRFqu8kXLXQ+svErc2a0WbprVtFc7c/b4YLu+ik6F/LPvcVSnnJIU+MxCE5MYHlKHEyaDV6E5/3d+6ziQG7F0sky2vnYiipp6OlEp+5uhr2OG7rQ0blIYDCCYN+1MKYJf/pHXiGZC7X5Al4VDhZ2Lcy7hQ++84TVGNh8YUscjJroEXodEBe43s0sCNuvfo7Nz7/N8Z9/m/DNn6F785y+620Q0YowGltjqkpHIAYbv2SFl7s9Z7211KNEvFRmzXRuQIug4igouU70EsEnfDUNhgq44qhkhjAQfIc7VtIPP6L7K99ANz3Fg6aEc2BQasE1VkLJykYf8iw9xRPoo+CcMi9L6+KYxVVR9nln0dCNeFmrtO5CBALeCd4pq7piJvFyviG6hIvQi6dypEgxPQQQJDIVy3wIYYU77JAnP8IdZwN4uUA9u0DXA1TjU6jYiKv3Iz5EcrIRjXMOrQZDi26gFBtDiDgGNzIyMrtbBtcRGFANdKWzGDOtd4mjAPNxQsMKxK598cWukJoQiS1v5JOv+6Lhft2vz+JShaWNFGIw4P6nWM4vqFiCZBDHJm7aRm12rqXOdzPZO1dF29SCi0257nB4wDG3jkBpIUbHNLNL+8YysNbyIc+gylwMcmQ3/mYBlIBqbnCdSpGK1EwqySK024k+iJ1qT+JMe33CXItZ9VyHl8qmO6d/f4/fZ8oQyKPHT+5OAGgzYiNIdq4ja74TXUbnUHFM2Z57KQboiQ14BfZRBAm4FgN90it4Z+6S0Q9EH+5m7EWMh/gKNw1S7fOsBUpO5KUw7xtUqg+4Uln2CzUraa7cXh85c4FuFRGtuBLY3ezZXe1x0dNfjOhmIF5ewO0ESzZgkTexZm32PQ0e3w+4hys6b+hrLUYwjGJxzW4/o6ng+h7tPbR00aomxEsqRGlJlk0E2DO2uO5IlIBoIh9n3BsXlLxQdUGp+BYFfSJXqlYQS9Yc/dD0FRNLmVlKZuw6UGcunmpIaydidl6seEi1UlTpnKCiJGoTrDqGYJkQOHNmeAKjrMEXgrPr12lEneL2O/xuZ7yG7SWlZlht0c0W41kmVHyzEjdAEwMuJIRKKq2LJEaVjPRknSlkRO13JzLQ0SN4UtNo5GoQrFxLi0G334O5LDjxDUcudC4imnECwTv8fWDV/bpf9+uPWqqgS7L/HQP8tJ0GNeFV6GaqzCzFTjgX3WXDJXeEuhgtUDOhneSNx2AbRHSRXDOuKpILEhxTmZo10XgMVniYUO44HVpapCnacy0NjtQx+I65tJk9FeeEQHM4UO6Eh8EFQvBoa93nmlnUgEwj493pLDiLf36Yz3Df+wEydOjZQKpz0yyMrWDxRGdpiH3o6dROm1OeESd0YaSUhZwzqSz4Zs8rLTvBYXbMwUdS68ScqJCdi/S+IzgTGxq1L+Kamv6kgT85J9IhcZwWjoeZ26e3OOdYbUYkm51x+8YWgNurW4bQM/gOHEzXEzc3t9SU6caAj5BKIfz5nyF//0P0yUs4JvAOGTyaKuoE6QL9dosbV1TXNleBh+KpuyMx9uiLA0wL8eyMetFTYyTpjFLwWNx41Ngw4hUqdDIw69GumaTocTE+tV14IBURBTxeKoJHa2k48cyimU03olqZ8sRxXkCEGDzTkinVTvJdWNnPFMV5RxBHrpWlJKL3FFzDLC8E79i6DVYmFrImIgOjG8Hl5pwROjdQXEae/xBZElw8or71BXI6cudtyRPHOqPViBHiLbyc4hAvhNKZE6IBy3KtjK5nqTMLCUcBqUQdqcWZzqUmEM9Syl2X4TQuCs6TT4WR83gJdMExJ7NiBm95FZ903RcN9+t+fRaXKvUw02g1n85ueVzofIe6hUIl1cRNfkknPb5OFLWb2VKXO9iTx1rwSTOlZjtN7yrhxQ3y8JyX0zUX4wW5TnchT0tZ2IQV27gha+FqvnpFSBRv9kuU23RrIwhnlkdP4Cpd3b1cL0ZWtHGFWdaUat72fKBzhuPNWvBEHoZLuv/Pt6nvPGD+/BnTWjkuV/gYOR8uGqBKLByLjhImogy47O689c/2H3LZXzKEAdfgU53r7qK8o+9Zxy2998ylIFTTWrhXvnkpHucEQmFOagK809dYTt0OePLD59QCsbPOxPZ8Yz8/BrpN5OyyzfG/N3P7wyumpwfGty74/q9/jzd+/m3e/sYF3WCP7TVxHQ+sf/4torxrcMJDQW9uqJcbSBle7MgfvqD83W/DOBAebglnK6Qqyw+fcUCJjx8gzjN/6we4Ny/ofvnnEW/tdFxptlEhlxlRRycDIiYEjKEn/+BHLL/3A/yDM3u/KK4Gs56GRAgOKCypkrJSLPDBrj2p4EyoGnxkXpQlJ3LNdwFlqDTEd0TFZKZzNsuiZVE4ppK4jI+pFgeGE+hOsAkKqCA14qtvhVNno78YKG+9xW7/jKQHnLPvKZXKLh0YZUPsPFRIqpS6oGUxd44b6F3PsRw5lBsmIlky3sMYetahJ+fI1XxF0cIYVqg6lmWxcaAoRTPrMNL5yD4frZDA0btIqTsKnmOtlHxkV/ef+Nf+vmi4X/frM7i0KrvrW8Yx4v0nP2W8vtZa0PGIBhtzCMLKbbhJN5Rq5McxDCyLkRBzc1JIa81nLaziOeH6lvr0iP+bvwQ332O33DKXGRDeXn+eY55Y9VtEITf7psfRh7W1ubVSdeG8O29IYBMwVibWYfWx12yZDzOd6+npSJoR53jQ9xzqHkfgBPrBmRCz/8o7XPOSm/kaVWVOe2tt29nNhJAtPItgGo1t2HLZjTwaL5lzYiozaOIw77kYz0lq3IEgjjnvOBsuKMHEiVo8dYIcJ2IYyZiOwLdXt7T3L0BOhQ/ee8GLqyesxhUP3nrA2cMzsiY6MVtoO8/efQaf/9LbPP/oJdfPb7n53ke8+Quf5/EbZzjnGhNAmPKBiIdcUclUlLmvhMcbChUNgn5+S3p3Tf8rX2HIHby4pV7f2Eb9n/4HHHTCaQuD+qUvs/z9X6P+6Cnhc49htaGUxM38lJVsCM4x14VDPvIgPrJrNCmijrBd4X75K+yWFyzJrgvnA+Ii/lDatecptXJIB85WI9EZDTJIwLtghMx0MAT1a+FMl5sHOCmGwqbjvI88P7zAZxsZKJBKwq8jl/1Z05C8WkkXfCN0FhLOR8K3fxPNibpeUdOME8iaWUrjlKjcjQM8nt71Ns7LykxtTAsb423ChuA9XiJLTWRdSDXxfJqsU4C5lbzAh9MTtv6Mi+4cEWGuM+I8V/MLHq0uUBXmlNC6oC7SxYKqUH6KhEu4Lxru1/367K1cYLaN3IXubhP/qZYqst9Tthmc3gkij+XAUmaqGi+AbKf+qcwfu1mb0r2wjitWkvDJ2tmrdjIa6sBcFj46fMj5uEHE5rvRezZxzbHMOKwwMW6DMQ0OaTJiH0LVwqKV0Q/M1cYT1q4NbLuOm/m2aRqkfSyF0Uec7+mXQHi2h1VH9tVOwa5rRMtk6v/GHlCtlhoogdJsj06EBOSiRG+nWFDiYCfLKMYP8M6hNHmJVnbPj9w+OzC/mIle+Nw3Ps/2YqDzjpIrT75/Rb7Zs6gNWETAeeHi8UMuLjeM49DSDM12GVoqpL3DhnwW4fzhlnHVsexm1o8sylma3sSiugO+xrtiQ9U6SdU1vocaTyLVxMp3FJfhsoftA1Ro0eeFpWkXYgjEv/6LlN/4Dsfv/AhZj/h33qD73AYKeCKdCM4VVAviA3WaqGkxbYEkjtwSQodWTJ+SlGM9MPgBJFGkoD7z4njDKnT0IVJjz27eI651ZFoqp3OWoNlLoGNtFEYJDHjKunB73NnozAneOUY/UEUQKa2R76F1HnAZUSVUs0T6/S317S+SL8+Y2TPEiNaOofq7nJOx71nJQMHColKdWcpMKYXq5zt9R2jX8nV+BqI45/A10DFylZ/QB9PSiAgr31vnTwQVEGcx5Q/GM0uxVCX4YOTKurcyyQ04Ccwsn/hX/75ouF/367O2FGgEOL8ekE/ZaaBWCw6SVxTI0jIlvLOzcNZsCOXGKigNQgSwCgP985kwVeqq45gmqlamMrGU1IBJibWOdNI3/YGdFAc/MIQO2wLMLhddZAwjuQVTyd3maZveybWhwG3aW7ZAtWyMznX0foCmU/BJcR9doe884DrfsDDbZuodUoXgorkInAk8tZooMfrQhJyFQ5pQlTuLZBcig/SgytCNOIGSCsfrxK03F0jaZaL3DG9tSfvM9dMdh9s9XWedjWfvv+DBow3RWUEiCmeXa6RzjOOI89I2omJFzl3B8Bry2VVCFyymOUZccCTNBDGBpqL4pp04iTO1Aa9OegoFYhu3VDVthfMO5337TjI03YaqXSC67nGfewzHCd1PlO9/SHz0FYiukS+FzvW22f3gI+rNbLyBtx5RilEuvURcsIIwlUIXTrkMzYmDQxxMNZFTbboXjwgMoSc764oFFxBxjG5NEAsK884hGhhYcWzJpk4cq7AGFXsNvlmC2pXkxHoziKK14J4+hfMHpNWG5AO1LJgnJRJdBF8QzYxuYClLG7PZGG+XdobNloYCR8gNu75Uu/6ceqpA0UKUQOdDE3AmDC3uWuFqr0/Q1k0o+Jaw6bWj+EStxaK4tRqY6xOu+6Lhft2vz9rSat0GQFbDp3ZO/HiD4tRHsJZwI83VQqU2QI6iNVFU8eI5D2eE712jCdLjNbv5xtTudWEu6W7EkUpm2wVqVXvpWlj7kd53qNoNtNSMCGy6NbfLLVq16Rda/gMO37DNAuyWW7uJYz8vInQSTc9QhHisyO2e9M03uMlP7CbtPUE6A0E5A1h5Z1ZDSkXFTnK5ZuYyUxrOeZkSIXqGfiA4b2yJJJSSWY6Z6UWh6gE8dF1k+3DF+tGG3fMjN892LDczB2ct7bwsrB5vEC+UbMLBs4sNWbNZFlGLktZCh6VEnjag03ckzdYpwXIhFrXcBm16AEFw1boS2soGRPAN86wibbO0TcxwxMXiu0UwiaLgxGiHYrQsljrRf+ENggjlw+fk3/k+fHCFvHGGhgrO4TWg1wf0yTX1mPBvPsC//QAh0UmPqGlYvBOWMjN6i8o+HfqjEcE45JlDntFa6IIVeH0YSMWwzZaC6hi9ja+cs06ZVujETuwnHPi2Owe1QkU1tAu/Fd3NfWH22YrevqA+fpM5OrOnNo1MIIAXKy5E8Tiuy5G126Baya2ARUwz4ela0ZA5lmP73ppLRgtzXYg+WACVltfcErUVO9ICqhxTSninCNbZcsUcRIVCLhl3wpp/wnVfNNyv+/UZW5oK7E0boH2HePljfuLHH8BumG7QuwOsE2cAJzVHw2md2AdTMeaBiJkVt90ZD/Wc8uwj5scb5p85Yze/YJ/2pHrSSNg6lgNZVoQYGNREhCLCzbxjjKOFENHx9PiUVdgg7jUIj+85pud03k56sb02L55VMD6C5WJUii6M3ZbNs8JwldBNzz7MlFQ45KPdbPE8HB7iNDYbpG1g6maGbiCrte63rEkodVaevf+C4XzgYntG0kRX13zv9/+AZV7wIRDHnuk241bCg0fnnF2uKcDDx2vOHtumNh8Sh6uZxw/OGFcjxRmIyCEUbydLze2kLQF1imrBi7xWMBQylVhj2/JOTMzM4Fac2Auvlmu+DCsEEompJkY/3hUoYlsPDgunUoRMJnqhb2r+qoXsC7fLxGUrYfwbF4wX5+z+7/+Q/utfZvzZB9SxI90u1H/8Lfo/97PkN7Zo56wgwTbeXZ6pNd69MqBhu+1z74LnZr6ll4HKgSLair1A9GtSnsgloQKr0BO9I5OAShUhS6X3QhcjAyNjGG38UQTcghP73JSmz0GYykIpSqRn/txbuK6S8wFR6JywjisOKVGKXUfHPDH4DvEWaT7lI1OeOA9bbsoN0a0IBHIp7NPtXaz3EDui9xYlPy0kzaT0Sk+0jeeUkslOTSuhPV3X8XJ3w9oPBtDSStaZl8sNF/6cTexxIjw7PP/Ev/73RcP9ul+ftZVLc04Aq96OWT/NqopMEys5sIi1raNYMt+iC/sy33EIqiqrMCInMiAWJHQxvkH+O79G+EtfY37gmdINveu5qlevPZE0ERtUSXQ4vO+gf4h4Ye1G5rqQ8kIfOlZuw8v9C1LNZlUMI74VM0ULxzIxZRjjivPunBfzCwQDOZ1e7+P1I/j9H1D3B+Lf+Cbl9n0uxgesS6KUbCdpVWZmOh9xvsMihiu7eoQcCeLwXnBZuH7vyPFmInSOfu5BHO/9+g9BPW++8ybnb64QqXz0eyayFIQKRASJA8KEZqVf9fSrFarmVHHV4dS1VnklQItYanCfliUQX9tcpeGllfJaIaG4hqdODansJLSfc+1fpWrmUHas/KZRIqxACXgCnty6EtL+G9WRZW4ABqg5sRKHaAVx1FqoQdj+l/8Ju//r/5uohfCltxmHFXuAdx+S8xGXKs51DcWQLNxLAQorH6lF6EOHC56kC0s5UgHvFSmWiHpIR1Thc5uRdVjjOrlzMgAEEVIVplQ4cAvAbr4lBo/4hJTMxm/tJE+ltPjqXkz8OpfEUgqjBFZ+w7LsicEYlTk7ZlV2+RYt0PuB7fDY0kx14rpMqIJ3keA603dUS96c80zWysaPrMKGLgQKmV0+cDZsDB1eFlJdLJJeCg82a3508xEinm7w7OqtJcEuSsmV4G1kNRDIVHZ1j1if6RP/+t8XDffrfn3GVk6ZaX9gaPa6VzPaT7hqReYFvUitnWqiwEK1P2Owp9MqVJa0EFxg8AMbv6a/UULscOsB6QWd9lylK1ZhJNXUMilC86BXPrx+YTHXfqRqZkkG11mFEe+9CR3JPF6/wdV0ZaAfjEK5Cmv22QBRvR9wwVGKzXGji3R3NMdMLqYpcN4zLybqpCw253febICo8bBcwdOU9zIwZUfKC8c5k/bK7tmO6iqPvviAlArPP7zh/K0NL18+4Ut/7kuszvsWahR5/OUzkEgXQhsCBDTNH9vyBQfSt1Pua5AstWmTv/vbjog36iK1bf/y8W3B2fcj1dFJB1gM+IlIySnyqrXfC0poOSD+zruhd9dOLtk+I3H0biBpAo2IZIRMyYVx6LhZjowMdBh7IqWJ9Ld+gfobP0C+7wlf+xK6P6LZXg9Yx6Qo+NIRfLp77SAklExqpE1lHdeMQbmab/BOGIKNkXKtPJ9eMoRorXh1bLo1ykKUzq4pnbg53uAkUGslZyFRWXUdGatbBIfTgCsdIh34iU1cUb3iKgxPn7D+3M+SNTGVHUe3Zy6JnJU+RlQK+3LLkk0DUotlkiBwm28ZZMUh79s2bhhoR4dIMEspFYfZkF2B6HpwQip75jRzS+ByvGzaoIVSMttuxejXiLi7VEtShVosclwMHvVJ133RcL/u12dsqarN/GP8eFTBJ1xOK31eyF2+a9E7kTsR5GkJQmh2N8t96FixYrWPyO/+gPr1L3DoFuZcmrBtYezP6OLpZ7gTSgQiS8mgMw7fvPQzQ4xE55EKt8uO0CK4o5wsjQHvWyhPSxM0wJJQdMRO0bXN6D2+Olwxnag4Y0tUZxupF08Uj+AJ6qDA8bjw8npPTonjPiFBySmTpsKqW3HxxoZ+3SOHjKi17c8vz6lTpYwVOsVLxQ2haVOVKoq4ghTFe6F+LFahINUKhoop7J16tCkLLFHSugOnsOxXX7E9SHUtnVLtjGkqD3NNyN2fP35hCNC7roVlBV5dOG1U1QSU8tq834lQEPvcnTaglzkYihokqejMLh5ZXazw04L+6+/CduRYDlZQWQ41x5wI1SOUNst3ZF3aRmidD7DvbaqzsTPE3tkYBnbpSC6Z29kyFqLr6KSjBiGrORfmeiD4SMoJJ56VX7MOGzovOGm5DojZQBHEeaAninVCHBX3/Pfwjz5P9Z5ARyCzKzumPBu51Blqfa6JlVshUvDegsyXWljFDXOeCGLFjWplLhO+eBsuaTUYWDC0uBOPJyCuxVurUIphwwKdmTuay8eEyIXB95Q6WWCZBJxEjsx80nVfNNyv+/VZWqVCrbbZd+Y++GmXKISabTOVhofG2akFR9dyHWhCwZO3fR02rA6B8OSAloX92yO35do0Fk1yZ5heRy6vMirsSY29kKWwCiuc869U5bWNPhRqzS21sjPUrusQV+nDSCqZqS7kovSuo3Od2Qibw6Nqc2KUiuZqRYMLeG/v0Yu14j0dFCUthcNV4ubZLbUaWTCOnrwUSsqs3xxYX64oLc8i+ogX4eFbD5huF8qqIFsLmW4St5YUUXFibXwVe/O29Vdr72O5FbVtlFSLmTwhsU9xxx+nM7wS0pn10NEeHNvkX232IHex3coJV21UikUPVDGLn6KU0mbqwl3BUsXej3MWNqaCZSkAsQk4VQXvzDqZy4I+PqN+dCC//xT/+IKsFWnTF6VwzAf61r63i1co0jQcp+umvd6i2kZOHhEhquHCE54lL+RaECzOPImd3K1w9Ixxjdcj0XWsw4Z1WOFdaZ9NIydqxU8zcEBKxjsPobP8i8MtNc2oG3B4C7DSvVlrVSnVwqQM/+0Q55orxOOk3nVrvAstalyZy5GlzmRN9jqkR9Q151KLBBfHrJONgtqYy4lQq9KFjlQti6XUYkRWyXjvCRIBz6LTJ/79vy8a7tf9+iytJRvNTwS36j5Vp+GUeXBalqXgLdLYBfrQM+XJyHsI6zDiJHDhzvEvXpJ/+BH1b32dj/Y/YM4zQ+jpvbW+l7qwJAvxkddOvLtlbxuvi4gIZ8MZc5o5poXDYhqKy+GSdWcwJFVr0nfSccg7srYio8wc8sR5d0HnOorYhuLxLDWRJCOa0JIIyWb/vXT0wTahWsFp5HiYOV4lll0hEFmdr9m80yNOWG4zeV+4eHdgSUothboUygxLErZvrNm9mCjF1PK5vtqsRRS0IrlSYiSn2gKUDB4UWwpYrou5BaS7+x7MPmruBiNSGqfBdBh3fwtf7+gLbdOgqf+1FQpNMEmk0iy0rcDQWimSTaoglWO1zaZztnkJQvUnjYV1TAKWi+BFSLUy6xGnkQ0jUQY7zT/e4JPgXuzwbz/CO8t0ACWpyS2DF0qBVDNKIfpIbVZbaW4OBdb+Ai9m77XCqjD4wOhXeBeY8kyqiVmP5LkQY8cmbtiELalk/HiGk0hoY5iPIZaLIMeEPPuIutzidju069HNGbq5QHwgeW8uFIVDENqHAAEAAElEQVSAZxu3bPsVx3K0x3eOwY/2WLV1dpyj855D2hF9NIGp2iho5Vbs6u6uSJz1SE6ZqpltPGPwgxU+VSkkxjiAKlOeuM23nA0jy2w8EUWZysI2RvqwBnUsJTOVeyLk/bpf9+snreMEh8mOcOfbn17PgInMNmNmBtZs6WRDkUKq1wAsi7WNvQ90PnLZP2IB9J9/lxI7lr/2Nd7ffb9RHzG7WIPLpGKBURY+BIMfCa1N23tLrCxaOSzWZi6aWuQ2nHcdU5rvCo3KAgH60LGUZHAb6Tjves6HN8yS2Cxtz6dnFM3cHK4Yv/SI7tmM+/vf4vI/+SpT+njrtpJ48t1nIML20cjn3r0g0jHlBeeU7kFEH0SSKF0UiB16SBxeHnjy6x8SxHIrCrCoIlWJ3lngVOMI+OoIwNzskFEikR7FhJAhCKKWV5Cakv/1FXBkKvgM6q2zQG3x2f/myi0LQho/MrR36jHx3aQTRZXiPKFto14c0o9QIKhvUsjafjbh2995XR9xLBPHNIOawPUsrOx7rQ7xEV0N6D6xdzNks4tGCXxueNNepwclIy2w6kf7DznrLhibE0JUCDXY+8a6H8F1DdRUuPBrso5MZeKQF/raGaSrZuZyZCsX9lqDw3uHc/Y9SfU4V8m/933ye8/hbER++SvEeIbu9tSr5+iLj/Df/CuUoUMbp0JQfAbnPSIj1Zm2ZK47hm6FS46lLkw6swor1n3HLt2QdKG6gGdtxVcL7lLAS2Ad1gieVCcWFs7jA3zfcTNf4whUV1APW854vjwlSm+drlIw++oaESHViVyOSPnkSZf3RcP9ul+foVX2B8rhCE5g/OTip7u1ZFxOxE6YAYkPSHSoTq2Va7cU0zN4et9zyDvOV49Q50leyV2lLoXe91QtFswUOrtBt1O3tjbrXGb6eEaphaPOVK+MYeCsP+PZ4blFV3dbxrCiAsdlhwseaZoGgNBFvEZQTy1QyzXrlvhX1E6FD8dLOoEpg9/0hFlhWhjDA0QOKAkHRPEsu4Xbl7e4DrRb0GeZ7cPBNr3q0GKF0LHsWQ0dnfSMl5HubMP53HG8EtYXkW6MlkchyUomrwRanoYLZJ3poG3Syqmw8mRMm2/vzwSMBe/6duJ2aOsQUF/XH5iDYtYj0Xd4iWip7bGg5U+2sOlXEkxPYHAGgCosOJctTlnE1A0+QnV4UWhR0VO27zF68K9ZenvvIYwGUfKvMjTulgNZRVbiISpVzU2Sij1WEChqrI65Lqz7LavoCHJijFZU9qRsotbghDH2rMKKYz4iTc/hCWiZ2ZeZqpkQIlXgrHd0OJbf+i7zsyvKMZlLpfewFGTocG9d4r7xOXb5GYsuxNgjjx5RHzxog6Y9NkZwiHqch5QWVBzeSRulbJmWo43SwgZp7IlBBmqARa1Q7XzPdb5m9B3Bj6gKKRei9BQscyJIYNGFY9mDV67TFdF5Oh+5zXsedo/opKeQmeuR/aIc6pGwOHwrJlz4NwvPP2z9dEWDKuQMc4YloXOizj8moHAO33cw9PYtf5oEvft1v+7Xn8hKi2UzDONAM53/dCsXyAk2J/LjkT7Q2qGhdQQGip7S9iYejG/ivv0RepiRYTCXQi2cdSuWulicdDJyXyrzHcjGt+yAQzlYoFDTPZxmtjb/NdDS6EdCP7IOAy5lZE7IPCFpxk/GpECFEjzXj9fkmBDNtn2IhVh5CkPweO/BC+pNZTC1zeZEQJQY+OIvfoHD1YH9fsezHzzn8uEXbdbsBHEFr0r1A6FFEYsHxPgR24eC9BFpoKk7aUGpFBt2I2S8CLNq8z1UHBVpt2ytsXUPoFCskS72yYGp/D2CKCRNVFW6U8gXAa1KkXzXdwj4jwGESus8GGVQQJ3N2GVpGx93LXgExJmVE7ECxHmPw4BXSymGTvaRTgbUZVIpTPlA129wxYR84hoCZCnkkszA2QoTdVhBAjhRs3W6AFqaJbc0LYi9nqoO8QHvTkAkszU6hERh0eUuUXToV/R+YOVGnA9M/+i3cNsV8UufJ/adQZ1QggboQFeO6hMdXWOPmCKnOqXUAx1d05xkc7poxPvaXlc1dgVGTR3CiIi7E3Ie6tFgY+0fpbKNG6YyIQ2LUsnsy47OdTi8GW2ltmvN0Xc9zlnpuPKhBbF5C/qSiISepRjrxLpyjte5F3/c+qmKhvLylrS3goE5oUuizsvdhafYPK32PYwdxIBEj+uCia76aBGnn6Iler/u1/36H7hyoRYT2IVP02UAfC34mqhdmynXg0X4vn6abfjmogJVGa4K7vmecramnEdSngwA1X7EwgZfzfVPzATfNAyG0G3PoDbTnsvCOm4YwsBQhO7mmt7PaFmQCpIrpEKtikg0SiLZTssq3KadMRxcfyfUfGVSUNvkh57y0XNka4JOsM3UxcCDt7bUubC/2VOzmm0PuSMqirM0wVOklTkLBO8DEls2gNGHrf3dOiu14a4FRwwRnKAqd5HdJ9iSqLfPrY0E2hbdvA+23B1jobb5vmWMSnM6mC215U1wOgGbu6bySmT4OvDJnQoGaKmJto2pWMeiJY4g4hFRatUTsbzFM/ct6ttRqqJS8c6KBrxHQkCXBdi070LuLInGgbBOipP2ymumODWqobOqo7ZvUl4DW4GRSueaSFoQcQTv6dzI0I30vqcrAX12Q/7gBeHtC9xb58iqo2qya0pis3tmKJko8bVr2EYR1ZVW4hmVs2jGFQHfcNN3I6CK964VJPmOk1BIrWgwUWnWhcGP1Gpi1armNBJVxJkDJanZfQbf49XC1kSUqokhdM0GLaYJUo94Z9kgqnef6el37pOsn6poyH/wAdO4tk3/tX+79sEVtX/TNNvsVBWvio+eeHEGFxtk6CyX3bnXMtLv1/26X3/ia1rMPeEdbuj++L//E1bQQk+GHtZ+zTEfKCnjxFtOgHhKTURv7oSgQv+dJ2jfkb/0gOMwc5ifsY5r5jJTWyiPd4HaAqg63zXnhLERRjewT0c7LTlPVeWYJ94a32SUDn+4gg9+ZD1sFB3X6LCCrqeMA3L+FslV9unAMR3xFa6XGzoXGXylD13DImGYYam4AOHynPKt99j8xa8inSeTmVjovIUqpXnCOcf24rzN/hdOoOZaufMuONdsh0DwkYVKJOPVowhZTMNQSJY4qOAk4IMnekGL4bNLdTivbeRAe65Tnoa2okHvnlfwiJyCqOwdGh2h8vHky1eCU9tIXhVwr8ooYwQEcU0q2To+ApBf+3nI1QqIotx9Dn2I7PNs0C0f6HwPBBadiN66MXQR2Y5we2vIZ8nmFlEhU7E0an+neVG10YIWQ4Q7tVeeNFGqFUY4R8ARmtXxWGYUYQwrogTO3SNqLbgsuKmQf++HhAdn1MuB3CVqOpJLpQsemJASsHLF3332wB1WW2tsHRFtXYWM1IoTg3ob62Ok5kyRzC5d2/fSTv3rMJJyxreE1akeiH7kPF4w15lDPVBQVhJBawN4V6oqQ4x0zt/5YEQcNXSmacGEq3jwTSS8lIUq9jv205zjf6qiQYDN5RmyGW0eOnbQ/dhcqiqkBFOC3ZHp6pZ5d2T+6AV89IIo0J2vcQ/O4dE5H3ut9x2I+3W//sSW3h7MOdFH2K7++B/4Nx5A6bywDT0P+i3HuqOG7i498pRmebMc6HzHWXfJNjwgPf0D0t/6Bkc3M6UdRSuDuEZsDOzzgdvl9u5pTtTFooWlLDzoH/L57ZdZdQOdj3iioYt/7zeRJx/AuIaf+wU4u2SqEyUvlGoRwpqVfHx20uLhFapkHg+PEREqmdroiQAxePZpz847zn7hbbp//h3cey/Qz18im4CvCfXKkiEOA/2iFM0sWUm+mn9fPIpjSreMsadopNRE1UL00LXnq85O+h1CCt7cHphiXsQ4iyUHAyUJdKH9pEv4Gtqp2xPbGCGcOgttI4l4YyNItFOxPWv7n1YcBDynFo4q7WcLnXStw1CxU6o3tFPpUH+keR/JqgR5hZ9WVVIpOF8plZbz4IlEKxgktxGL2UJLTqhfiDriNj3qzlj+xe+w+ks/T9AK1QqwojMx2Eb6qqhp1wtml02niOfm7Aji22ndtCIfTVf0rmMVelYuIG6FdwPl13+X/MMnpDnT/9znCX/150l1z1QSqXVvwqkoeq1AOr1fe0r7J+oKNAOLsSNlYe0fsA4dx3pgLhOlHli5DblWklZQJYpjDBtWrJHQk2Ui6ZFcM4e8YxU2lqWikV1O7FU5zHu6znIygjiOZaKWFV0wnsNcLGF0YWEV+jvAV9bK0DlygpwLc5q5mq8+8W3gpyoa4i99BbZndpH9YRu8YIVEjLAd6d+6pM/VTjlXt+yfXrG/3uP3E92zF4TzM+RsDUN3r324X/frT3DpYUZzsZCqTzOemBaECY1HDmXhZrnhlH5YnKLOWqSHdLBT/CETnj9Hzs+YZQEnrPsVXfS8PN4w55nzfotgWRBFC0Gsk9C3ToWXwMPxAet//Vu4eW4bnM1r5cFbuF/6y+hoM9+Prr9nAT1lxtFsbZiQ0EskOEt0nOqevnOkrHg1UJBrtsZFZ87jyd2Q4T/8KtP/49eJm4hcPkQnWFLbKHqH6x0lAcHhskO8NsGk0HVnWCpEIjpFxFMUoAMStHNiQulxQI8Ecya4pmNUXRpKqVU9Cr44CuWkOLBT+Ot/5/R9N6zzxwuJCJQmBnQm1nO5dS/aBtmKDSsY/s1ucK6KiFrXQSOQmHMLpxKLLwffcNYzqoWBeLfxFs04p8TQmUAVTAuhBeki49/+Bab/5r+j/5WvIZcbtBS8RjJwTAc6F+z6kIGuH9BmryzVuhzRRzoHpVr3pXOOfZ55ODy2xyLgZCQEz+H/+xtmjfzGzxC++IhUF27TU3NbEIgSyChZlUpqrI5X22ZWfZXvoVa+LQ3KNfqBKB3p1JEoELWjc44iB4Jb0Umh8x3eea6Wl+SSzMbqLMNlzZkRVcvUmCMOFwJShFVcM0iHKGRJFKCnxxVTqAiZXbllyoXdfIVgOR3bYc3V4ab9Zvz0B/WfrtMQ/B8fo3sqJtovt0CLEHPQBYaLLcwLZXdgenGDm1/CixvCEAlDhx8HWI92GrrvPNyv+/VvbR33B7upR/+pfrdkyXS9sFr1dDEiaWdgnqZH0CYUXMU1Z+MZwy5Rf/QR5c9/idt8g6t2KMhqXnUnjrmYatuJu4MTreOaVdzSayDurll95zfgcz9D7cc21rQioDghhxb/3HQJueamKPcNOBQIYq3pWjPOBzrX3VEWD/lI0cxFd0HKi82H2+sJPhBDR3rnAfVqh3/PM7x9wZInXn5wxe7FTC2VcRsJkgg+3CU+Vq0GkYrOkNrt484ogYIXKFXQqkTXoFRBkGrz54K5FsLJB6GCq0LSBYgfEy2eGtKFfHfitY2tERfaHLyoIbLFNQFjE9ZRX4dVv1r5jhZJK+ha2Jf2IAnh1ftyzoqGk6iikulDgBIoqqRsmngRMa2ECqUsBDxT21S9VFwQ0sU5Lr5P+YMn6DyTH43s04517OmCUQ5zNTKkrSbjlEpuDpNStbEnhDkDzsK+fdcjU4EnLzl++4cmlvzZt6gPOvbcss8T0WNjBalEp0QXLRekCQ3tYm/PK5lXgG4lyRHEujcOIYgjlUIW+x69d3SuYy5KrtVGca0fcD6suT7eIt60gYmM+BsqDl8DaAURRhnxHZQCpRq+2xEppZJ8ouhEUbveKdCHHhTmPJHyTJdG1CkB1zQ0uY2UPtn6d2O5FLEuQvAmwFp6pItU5yBl9DBRbhP1MOGGGfYTYdXhViMSm2Uo3nch7tf9+lRLFbJRCvs+4vufYHX7BCuUxBgc42gBR0Y57CwnwlkruKImTpwj3ZRRhPkssEwLnfbWNs1zKzSUVF9ZvVwTa226Leup0h2u8WnBbS7JF5cQB7uXeEXpWPIerQmptjn03ngMHk9oinGgnWKbJa+JAgON8Cj+lcBODA9cWvST4qg1E774Jvr9Z9QPXthIduNIR9ug+1XP+nywx3ARWtGhTYxX6yl2WFqj395nqUqptvF3PrDojwsT4SReqxgeWGrbcHmFfLaAq9fpjT+JA3kaZNylJ9ypFaqa68Hz2jUhtgFbVPZJHlra45/klXePAECqCXNsGKI7V0W8x4sVRLMudIx3aHDFyKROxGLFXatkBHCO+KXPkX7wBIaAf7TGqSdrG5W016iUJsb07TN2RCd4UY71QKkZL4ExRHNh+AhPd9QXO8rtgWUdiJfn8GCg9JUlWf6I1o5cG3WiQoihQbBMC2J2F3sjDhMVohXnBBETQpqY1LJPPEIqqYlFPbWqWUK1El3HSRzpnUOd3hX0tVZmShvnCImlUTfb70tz5Kg5EFAM/KRiZYgVDtA1d5N3nlorx2xuokJ55QyRPyH3xL+11QV8t2E8X8NxoT69Yt4fyEuG3RGu92h0xDcfIkNvl+rYI8Hfuy/u1/36aZdi40HADT2u/3TOiVgyfYjELrDPOxxC59d0vieIo2pmrjNj6AgvMu4A+uicY52NkS9200o1QcMQ12o3LWmbfhd61tKzvnmCf/kcvXhI/trX7cZcMloqNWcSC7MeLCEQu6mPfg16tM1Oheh6CgtJK86dBHRqVD6x6GwXjD8Ajj7YOCPrQtbFlOllZvXmA8qTW8rTK8p7H8IvvI04x3AeWW1HtpcWovWKkVCbU8IKg877pheghUd5lmIa/+A8wXfkmu7En06scXxaoidhmzTVA3cbuBUjpZUBJ7dAczRgEcmGoz5tCtI6PhaJZCK6hJfwyvrnKjS8siGua4u/KgjRNn6pdhtuRVKqCUdAnDk0clWCc62bUUg6c3JEqBj4yE7vBacYqKq9WUfBf+Vd0ntPcVMiZk/xK5LMlJLpnG2wVXMr7VxLUBV6PwKmH8nVNvLeDwD4qbK895z84gbtA/of/izgKJJMW6Ew+AAl4lhINZPIFK/0d2LBU6e9gihCoLZMh+Cc6TtqvXNPnBJXlzxbFLZW5joz1yOCR4l3XIxcE4MfyFIxqUMlJ7UOj3ftu2o0DTWbaxd6qI6UK+Kc0TZFWkmjzCxotdyM6AI4OKQ9nevIujT7Mgz+z0pglQisetwX32QEmBfkek95uWN3fYt7fkut1yzTzDBG+jcfoRcbNJ4AMj/2WPfrft2vn7AUmRZQtRFj8D8mJfvkK9fMMWdul9umwr9grpEsic7lFgsd8c+e42ogf/1Ncn7GeX/JnO0UFH1gn45suhWlVlI1YeBFf8kb27cZ/uB7yDxRHzxm/sKXWKYbwCxzgqUuZmaiRHZ5TykHRjdyPjzAtQhugxNZDsEga3NmSLBiwfct2bGFDAFJF9ayaiz/QNGunewi83Rg+OaXCO+/YPrnv038C1+h204crg6ULjF052Q6GyVUC2MqKCKLjRywDaBSyHgT02G8BKmO45QRl6B24MxtEYIjLa2IqO4EKuBUDJycEBZX5JquIbSQIysoLFzKUTnhlOFEhXzFfow0iMQra2UxroS1/HN73tiSLiGVhIgS76BNkXVck0phqYldNjtf55Z2Yte7RElPR/AdFes4CdCHiJRgGy12Upc0ET7/AD1m8o9e0H3pnI6B5C2wTKvjWBKdvXRulluWWngwPiCK8KB/AMUKppPZcflHv4n7mbcZvvEzsO6YlluCCFOuzCVRyGy7jTkM8papzqRqxfack73O1nkRIi6MVgTKQKmZzIJIxtee4hZEC64ISRaqh94Fcq1MutB1HetwAQWWOpHqRCBwFh/Y+MgFcincHl8yBhMtl5oomijOunPHeUFiIHohRLv2puXEyVB8gJXvoApee4oUimTG2Bu3AseSJqhYwf0J158uImQX0ccXyKNztoC7OaC3B/yt53C75/gH7wNCN3T06xXufI2OvYko/X3RcL/u109cCrokUKgx3hXdP+1yA8xugpRY6sIqrBn6wMo5etcjdHxw+JDebXHpObiKbEa6vZ1i7GZv/v4vnH8RJz2L7hECvYxspGP8F/8EVhvqW++gDx8Tc2XBMhZOLIEogdt6TdbINp7h2ugyaTIHQnzFEojimJNZGbMWlIlKYmkndicCqqQ084wj6zjiXbwbEFQSHf0rDYAzy12SA8flljBXShux7NKM83ZyDFUQ37FL1exxzlrxkWQ5keKoJdsp3zsG6VEcudhnm4sQ60BuwspXLBxz9cOrQ1N+rRB4tU7I6NPPn8Yerx6pNhlmfPWq2mPY95Rk326rhoj2zfURA60oe9XSDuLwAQYi6Jon+ycEt6L3kaLKnAuhXXeWwsjH45hdac8MB6p9O6FD00K9OeB5DCwEORVPwjq8sg0753AUlpxYrc4R6SjPrqi7gxXLV7f4r7xNeOsxi3fsnt3gjhOrdx7Sd2eUspDzAZWMaCQGiNW0LwGPiCeXhIrinHWxpHo+eP8J55fnrDcbeqDkzBR2OCA4OfG3yEvhJh8bkUGg9Kg0iy+V4CNCRx8GPvjuBwzbnvFyxbjako97vItUSSzMLCkxxjVn/oykC3M5Wq/Cd8TORm6ikEthyoV+gGU5tvA4xz5Z+FdRC27z3rFPf1azJ1q34M7z26yd4eE561Jw13vK/kieFg5XN3C7N6qdc8S+o1v1uPWI9hH67tMR7+7X/fr3bKkq5ebWhFRdaEPOn+oBYFrofaLqkWNJBAlswpZt6ABL4rueXzKXmeBds01WSp65Xm7Y+i1diDyMjwh4Ni+u0dv30TQjwwbXr3BXLwlf/ibTEDg6JR2viS5SSNb+bjN97wPu7tZl1Lys+Q5QM+dT+qYQ29s1fYKjFGVxC64kzCBpSYjBVzyQyeScbR7gIUqkiD3+qRV/Gh2kQ2GXZl6+OHLxaEsfKqXYvFsVjmmxeTZTi7M2RzoeAxLhCWpSw1zgzq2ggVrsxO3Lx9B59o4dODUuht51EOzntc227yiR7TOy9SoDoqjFSQcnoBC0WTibfTJrJjhzWlgGhXKiUZ7Mh9zN21+NT+wlCmfDxmiJrRPivI2gCuBoLIkmDnRkEI9WoSjEdt/2D87R3UR9ecWp+KHpMhQbM3VBEAbOhoeUmz35t3/EcfkBsoBEQaJHu47+7cfUyzW/9s++xbMPX1iSZBBu/86Ov/i3/xKP331A6AfmkhmC4cBdaDqTYjTJ4Aeavh/BMR1nPvzuh/RfHYix4+WLl2xWG4bthloTSiEE+87G6Jnz0cSJIjjpGNzI2G+sA6WJKS9IcDz94UvO3jqjv1zTu4HVdsBJYFoOkHeoHFjKQmrfv1JZsOu39xFUmHNiqTObYbDX0VmXChXOwobn00uCN61HVpjz8knvBn/KioYfX008KUBQNSjUaoAlIcuCTAuaC3VeKCkzTzOyn9DoIQRCF/BdRPoIIZiY8n6M8W9npWx3utdocafvC3cP7fpTtVRZjosF8AT3qb6fWAquW1CXqLXgvacLkSnvmsDQZvorv7Lbuvem2q+WQjiGNYMfiIeJePWcUApy/hhZEpozmhLlwUPmzYqjK8xlsefBE4gk8p2gcC4znY8E6e4KhRNyF1pHo40DUoHOB1KxWbDzbczxGnxJgOBia+FbO99Ea5auiGa8thl/E+qtV2v2wwRVSEsml0RQh2qhmDKNqpUhRItiVjvll1qochJHmoDPqVhRwgno23runGR/J8ASJM1WLNxBmPRu2JBqsscTx4lK+LqsElr4dhNRoo4TiNOJKelNZ2Cfpv3cHSoIqrMNU8yXcXpd7RF4ZZ+wzITGwWx1hNrztWIOlJwL4m2cFH1AnEU5n8iUMloUgZaKeGGZE9oASV5O4sf23E93uGe3RAm4x1vIUKOi0eO7Abnc8t1vv8dhd2RztubB4wdIFKbb7/HkvY/ohsAbX3yDqBZ1Ph8TsfeM655hs2GZEzdPbii50g8dl48vWJbE+eUFCDx7/xm//+u/zxe//iXe7N6g6zrmeWZ3fU1aKmePLtAqxDgSXOTl05f488ju2twS3apnXK0M9z1GhnGgiz1O4PbZDcuSiOtIGAdW0XG7v7XPV2xYomrMkcBo37g3ge3Kjcy6R5oFtmrF+0AIsY2u7Dp6/Tb+x60/3UXD60sEVgOyGojYTUxuj+iSyPsDaU7kXGCaYVfQUtAuwjDgNgO1i7ihQ6I325Zz91yI15clBL368+lfQKuh3VT1DmfLlJCUkPLqaqt9NKpbsHQ48f7ks/p3/W7+na0/rJlVf4pfwj/x1bgq63X/ia/5E4pFmwivKxnXFTTYTd2LIzjP1XyFYLkEo1+ZNj+3717MkXAZNmwXIUrF3eyQF8+oj99A3vw8PivcvKTOO8rnv8CyHBopsjSS4Wk04fAu2Ck4Z7yYsMscB7bpn5j93hmPP1VlyYXoHLUhc50zNkPW+mpzFCFIJDMjGlqOghUNJoiETuvdNp5SIWi0mzwV8cqcjjhZUdWwvifglRdP5hQ7bb9TpWZqrYjr8G3sYptwU9G3E/qrb6IZLKVFROupwDm5MU6CSDUVfzvxZwqRcPfrd0JO27jCt82m3p2eT48ZcAR/6idY0WBGCnOuvL5Ohcud1xJAFN/CsU9waXMemOTvFExWtNKhzEUxjbu9a+ttVGoQo5ciBBxTKWQKHYI/ZYQAIo7ywQv02S3xK+/gv3SJVsdSZxNW+oFaI//6X/4eb3/pLd75uc/z5rtvAFBL4YPvfsD6fM2bX3ib6WbH+9/9iFwK2+2Ae3zBsD7nyXvvc/X0ipIL24sNFw/Oefn0JRdvXKJUnrz3hO/+2ne5fOOCh29dUpbCzYtrnv7oQ2p17G+OjNuOs8tzfHC89zvv8egLC1fPnlErnJ2f83O/+HNc31wRh8Aw9gQ8Ny+u+ei7H3KYjmwenXPx5gVnjzfs9rd2tZwqWRWQ1IoyR3TmYunqSMXSMdUqDJJkxtBTSm35G7xWgP3x689O0fDjy3v0YgNA4NLeSKlwnOF6R7q5ZTku7K9v4foGFHqBeLnFr1dm+XywbQ8mr/a1f483OIAfLynt/2w7w2EGFEkFUkJTI9cdZjQlckrM8yt63qsDjLx6DCAERzd0hPMtvP2QE27cbk7//ny+TmD1EzZhBQ6pfGqx4b+NdfqUFZv3vvnWOdvtmqux5/AJfn4IhuatqhxTwR0O9I8jGm0LOOvOcQQGbyAkcw0oS13opkr1Ho2Bwfdc1Ip++zehZGS1Rd/4POXz77I/3jC6AX9xgcqWeba5apRIrU2Y57gTMYamNfDOaIKLTneWzeiiiewkYO10h0hH1iNJE2McyLUyp5milWOa6EPP4HoDHgksrpLTjBdzYzi1IqVg3ZUK1CA8+9FH3Hx4zepizfqyJ6yVY50JrierkkumaCHGkZSVpOmuMIl+RSo7nh2fsY1bzvrzJi9sZEMArY29QBPe2Rcq3jFqB8WRKXdixtxEkadAKrCNf1+OBO+AgGKjl0j8WKciU+kafyFIQKXaXP9jionm9AivBhMfX/m1/37qUEQTC2obK4g5KVSVku2E7EMAktkDS7GwLyDQsdMjY7VwKu88YVdZDQNZtA1GTu8TgkS0CCVG3BfeIOdde38Z1FFr4bBLXP3wJb/4V36BR+88JCWLh98+3vLdb32Pw2HisDvyL//Bv2R3c+CLX/s8dI5DStQnL/n7/8d/wM//ytcYVoPhmavw3//D3+AX/urXCRKYbo+oU7bnWwbX8Vv/4nf44IcfIg7e/uLb/OP/2z/hG7/6c7ifc9S645/83f+OL/3il3j0zgUffe8Jy77wlW9+hed/8IL3fu8Dut46Er/2934D5ypx7Hj6B9/n/M0r/vz/5JeM/6CViBXvzhmOfObA6AdyI0GuXSbSk+pMaHXBzbSjk46pzOZg/inslqfP/N+f5QTWA6wHwucembt1ycj1jvzilv3NjvnFLbxoyNrvwDh2hO0a2awMKrX6dHa0PzNLFY4LcpwtcOxwJO+PTNMfHY3ajwNxGInmXsKte1wjf9bocdNCXRJ6XFgOE4fdBLsJfvSUcbMmXG6Ry82nIxH+KVzbPvBoNXDxh2Q4LPPEj/YLu1TI/w7bDgK8e75i7WGpkMyMTzlagf3OpmfvPD/a/+EzzHfPV1wMHcGZEn+ZZ66uGnsfsbApYJ9v8T4yuA7vA+rhre4dyj//NuX7T5B5IvzgB3CZqX/pV0khmhCyFKbjM87cBSKNHNg+o3mZ6GLPEFfttGon5qUu5JoI4ol0zEz0siK6YvCktpImPK616QNrt0KqZyoTKoUQhUE8XVxBiZRaSHqw2W5JpBY8ZIJLz6JwFi/J779gudpRPnfJ/vme7RtnPHx0Tj9ESsnMOpF0wYkwhgFwJF3wYoCp6DzRB3KBi/CA88255Tc0xkLPwK7s6V0PIhzqBA7WYfOx8YLUAMFBaeFWbavOnOKo7B+Po/NDO+mf3Bqvbw6KSKXzjq5bQ1FDb+tE1oXuTqQYPibENJLlKX/h9F+N8VDVQENBXjEfChltiZn7MlPU0fueKIGgQkJb/+HVe1QWjKMYkEdbPHD8jW/jf+UrTU9iIU/2vqHzDu08dILzhVIhsZgV11kn5/n7T3nwxYcM6xHVTGLPEB9Q9oVxHEHh+QfP+f5vvcf/+n/7vyJEy+24eX7DP/t//mN+8a9/k6/98lcZ1yu8OPJSefrtJ7z5X/yPWHTh5nrF21/9HD/7536O62fXPHn/KZuzDX/tv/grJF349f/Xr7N+cI6iPH//CduLLf/j//KvI1Ipc+H9bz8BhR9970c8fPMBMXpefPScj977iP/4f/M3+d1/8G1iFxlXA+QKjobvUpaSKUmJIrheOZSd3QnU8Xze88ba7lEiwhgHzrotv/Psu4xhZNMN9KHHpc9Cp+EnrddOsXd/6gL64Ax3vmFdK8wJSRnmRLnZM+0PzMs1vLy1kYUTVps1fjuamLIL5s74s7iqCdjYHajTQjrOLNNCk7DfjSBEhNV2jWsFk3gHIdh4B2CIiPcfY67jBDXCjLVXxx5pj9dVJeaMuz6wPH/BMh2ZP5hxz68Yt2vkjQsLLvszrH2IAiEt/MHvf5///f/hf8fQD4hA33V86Utf5G/+5/9zPrdd89F+5uU0M3jH+WsF05QL19PCmxtjAwxNQza3+uL6ODMV21CG4Dh77RqcUuaQMnNR3t4OvG4+FuBi7Pnove+zvbjk0fk5khN/91/9MwD+/F/+y6wev8l6KR97zP2SuZmtcDwfOn79n/1TpsOBy4eP+MYv/ZK9Rj9SnG2M27illMR2eAjff4b+6Edwe2QRj9uuGX/1m8jFyFKPTJLBK7v52pIO20l+YeawHECsU9DJyLbrOOGETi6BpS53dkvbUmZjAiB4CTixtvzrK2tiqclinDXiCSbaq0p2i13LPtt8vzrb2EUh7Mklsa+JlTvZ0AT3co/LSvjqu7z8R7/FxdtnSKiIs3m8r2tKtpFKVcuj8CIQHYN2lFqZc8aHYPoHCQiWO1DIQGTlR+sM+cD5aF1Q9+OnwGijAN8ohVUrczqQyXgZWuFgn0Um02OIYnEn1wGWKojgXIe4wO9+63dB4e133ma9GZBcUBZu5yNjXBlvQSq2XcT2iZxgUqllO8RW5OnHCoBSLbgKH/BaafmNBBF8cGjqCOHjugtUiXTkUpHVgH8QWH7z+3QSKcyAxWGXYt2R8uI59cU19XZP/t0fwpffMmamFJCCVs/t9Y4u+JbS6Qh0eDw//P33GbsBD9xeveSNL7yB88ZaQJT5MPHBdz7i5//WN6h+YU722S2HGdd7fN+xf+8F6XrmzXffBGzjX52NPHjzEhDSsTItM+v1irLAyw9v+crXv4jzjqv3XyLqePDmA1SVD37wEX/hb/4SWRLPnjwn7Rd+8+/9Nufn53zhG++yfWPNId2yT0eWsqBqrI/OR6oKTNo+d7PKPh7e4FgmohOcRARPUeXh6sKKt3Zf1/rJO8D/w4sGVRsL5GKbdrCI0z81q9EoJZi8iBjs9RZj8HfL1tLxksV9l+PEfL3DTRMEj3rTPnQx2MYZAhIc0tqvxPAn7tLoXnv8Cj/55KoKS4ZpNmHoksi5fS9zQnOBWggCbhjMq38SmsZA6CLEBo2Vhv0+IcPDJxOQRieM0Ww9pVZuvCf0AZkWG3EcZ6arWyTn9piv/ayIfa7u40JK6dpm4aTd+Pi4ZVDkj3YDpHxXIIlJ1KnHmVqKRfCdHsZbjLvEYAjzHw9i+7ElALVwe7gmT0d+4Vd+lfOLS9I8cf30Q/7r//N/xX/2v/hf8mC1YdUFvIDkTD5M9OsV21XPRRcZusA8TQwxUnIiH/astucMm5Fdso1nDJ4oyuHmmtXZOZtuIJWKqDJ0kf3VS6pAPww82G5xCv/0v/2HfPUXvsnXvv51Ni7w81/9KouDy0s7HddaKcuRuiystmes1gObLnDMBqn59rd+i/X2jHe//LMccyEKrMKIxg4BfAz0ccR95wlySMj2DHnjsZ2cNwPlckBHR1HPnCu5HKlYSmLwDlcLqVaLM27z+EknjJZoqZnBNSOh2InqBE9yjTBgkdncjUesVZ+hnbadV5vVVwtJyrUYu0BfXV+1ife8eJZaqOUEJJIGW7IbsB88blLKzREXlXRILKsA3trjTvxrt4FiSZkEtLa5fi3NtuhJohRNeLX8Bwcm9FSLzvY+sKTE/+m/+r+wLMtPFKl99as/y89++ct87nOfg0zTQQiltjhmCWhV3PHG4EmvhyxVA/q4YUVdX/Ibv/3bAKzPt5ytB+qc8cEzdBteZSY6Xg0FXr+/W5liRYV9l6cuAPhW1GHaDac4sXtQqZW5JqNcOgU1m6AT607E6z0xbnGDQ51AKjgcVZzFnVfFO4cPHflH78HY4x5sSb3Hff8Z7tEWhmAW2f8/d/8dbmt233WCn5XesOPJ59ycKyepVFWKpWjZsnDCGIwzGGgYQgNDA93T3c80DNDMQHfTwEO3aWYet7GZARtnWZJt2QplxSpVTvdW1c3h5J3fsML8sd5z7i2prFZBG2yWnlJJ5+x99rvfsNZvfX/fIAW95R7nvvIy1axCoFAiZbq9y7VXr3HvO+6m3UkZ7QzIO2mcb0TkSoQAdWlp522MTlFSUReW0eaY9kIbqSTjwZTZtOTA4UUAqlGBkZIkMdjacunFi7T7bdI8YzKaMh5POHXPcSyWwdaI4APdhYgEjrfHdLod6qomeJg/sMDxO4+S91rx81LBpJpSO4vR0dTJeUcVApWryUxGog1GN/cDNaWfUTuN9yWhyXUJIvp37jlTuq8pur/R+D8HaQgBOS0IPuCNQnRb+33s33djj+GPQbSyCMJVsWAIsxI30ZSlxUWnDILzBGsRRiGViYuY0Qit9ol/NL04KW9GfovISLlZUMg352QZGd2CzGiyW/I+XAiUtaUoapxzUT3iPd5FFIXJDD8tcLXFexBKROVIolAqIUkNrX4HYTS1Uri94uH/hNFPDZmOVq4uKCqfU+QpqqwJkxluOKUcTwnjGcHt7SfjUAS8jMWYkLd44Wcxg0TsESuBkBj2DOTi9v4bLPBlHQsGHxB1s9MbjPF1RfCRFOYBqeO1JU0gSyEz6DQiLKg3VhwEArWvmJ+f423veBerhw4zGg44++SX+Zc/+VO8/dH3cuJkm0zDlctXGA4GhFlJ0s5ZXFrk6OHDVCHw4ovP08pzJIHZeEjQCbfdfQ9ZnlBXFcVwh6vXr1FNJ6TtDosrqywtL9E2hqefe57ZcECQgl6/x9zR40xmU5744hfxwdNr5xyYW2RpYZ5xCLTSFOk9bjzg6pWL+KJs/uYay6trTKqaYjphe2Odbq/Pwsoqw7KmI4hpekYinEePKhLrCZe3kYs9woF5yvmsWeA9+BrqkiAtztkoiUSjZeNRgKXylkTGSToaNsVAIBssRjQehw1dxoa6CZdq4p4R2FDHckFEcWEk+jUOk4Joy7vfaW98CYJHBcUeeS80BbgQ4EWULEo0Klob3axrlcB7TzWaRJ5A5XHO45rwpj0ZQgh+j7aIRON9wwnYUzuEyFlz3kVioFAQJCUFIdykP1prefWVVymKkulsymAwYDQacebMGQDm53scOnQoMuGlARmQIfopBN+oJKRCBVDO73/2fvEQPMJZXF1x6bULANx/950w30HOClSrT272nrPQqFEaV9HG13KfNxNKhNwjb0ZCpMcjg0Yq0RBaFUEItIiLYeVdNGcSGiOiZiTGeAeCs4jCIqspCEXtPVu2ZPvyRSwWrTW5SejqjBAaH4cDi4gD89SuhEsDxCxHJFnMixCShbUFBJKtK1uIKB9hfGOLJFEsHVwkywzlZEpZlKxfWkdISXeui0kMcws9ti/ukHdz2t0W3nrGm1PmV+eQSlJbR1lWzKYzZqMpaZYy3Bww2hyycXmD669dZ26xj0kTqo0dppMpvUN9Ap7drSE+QGeuTVXVuNKRphlaG/JWHm3Ke20qb7HWoY2MBmAiRmGHYLE23td7duhKKrSK12diJxR+igwG6yJBt2falCLyW5x3jSvkfyikYa8EVopsMsWOpxRSIpI1gjE3F8/f7yNpWP/d1k1SZVHBtCBMZtjhmNmsItgSyrLZiezJVOLDqJQgSQzKpIhWgkgMmD2IP8Re/n6Y196/eT058JZzlShJN9Ec6rao6+qmFEpASCWXdoaMRzPceIqdlZTVHhkpvsYkhk6vhWilsJciqiRGSVa7GQQYljXT2lG615vFNN9qf3ztFXyjDr0QcLDfZjIYEoInz1JWOxmXdqeENMpe5VwXPSthOCZMG4fC5u/5KrZOfFUTuIVfMSte/zl7i8DXHUT43Q9s719C0O51KWYF3kdds5GC0gewZSTRMm4k8YHO2gKy04rXLjXxXv4G93NhHaQtHnjX+/nYr/4aV86/xtrCHFVR8G9/5qeoqpJ2u81od4eTp07zQ3/ix0mk4Cf/2T9mfn6OlZUVlFQ8/pUn+Jt/7+9y+vgJrl7b5LHHHuMrn/8ch44e49rFCzzw8MO8/9u+jc7KKv/r//QPOXz0GEmSMDc/x+QtE/xoh+vXrvLCU0/SkgJ/+228cvECg0nJt3zLt2DSjKcff4IXn3kSoRRXL13kLQ8/wh/+gR+mlxpeevYF2u02C4sLJGnKte0hfR2fZS0NemZRL2zibmyh1hbwB/pM5wQ3hq/RNq1IylM5RsfUPyNMw9ZvbHSdRWGoXYESJhYCCBIMbdnGSh+lh0ISgqf0EypXoYSLULsQJCJFCoEUmj176DKUJCJtCHACggJVYUQMOdJCkYoEGxyeiGYEQbQcxiG1xoSAbHayLni0lKRJht0umAwnDI63kYWg1U5I0wSlE1SIpkx7QyJJmr5+QDafVwOe4PZ8HuJnu4aLoADZqEOcs+RJyl/6i38RBJx/9Ryf/8IXeOLJZ/gbf/2/QCDIWwlJmhIQEAy2qMEItMowKqW0MxKTYvtthDZoFS28pVLUdY1wFukdYTyCYRPytLuDW2hBWeCSDvXODNHqgjEIEZANYVKqhpviPUmSUJUTErWId/FnxhicqMApXLOpCcEhpUYnGZb4/HkvmPqaVshJpEHpWGQYqwhtQ1h/Be8nDHWHr063uf6JXyIAiwvLHF1Y4y4zhxhNSQ4sIJba0E0wFrjzMKwPEKFGymhC1et3OfPAac499QrPfuE5VEvjZo5v/aPvZuHAAkIL5lzJ5m89zRd/7csg4M6H7+T47Ue59+Hb+MKvfpF2r82RM4foL/YphjMOHDuAUorOXJuNa+u8/JWzdPMOa6cPcvHlS1x+7SrXb2ySJRnzB+ZQRlBXNXVZky9mGCEZDya0W236i31GoxGtfgsk9JZ6TGcTnnvsOb78sSco64I7Hr6DQ7evYTJNniVItbc3jzyjft5B+kgS9j7+MyxHTMsZeZLH9SYA1JRlgcxE9IogITD7Xee1rx3//kXDtERXJT0Nuquo6orRS+fYrSXm7pPRV+EP4khN/Ge+i2aFPZ0FtUUUNaJsFrhJia8rbF0zm1UwqyC63sZEs0Qxm92cUExiyFqxjy3aaVNcmGhI1XAKMiVZ6WR0CJx94ln+9c/+JMPBgG63y1133sn3fPTb6doZ40lJKzWY+TYhy5gWlpCnpO2Mdp7QuWUHPixrlBD0Uk1LQlFUHOm12S0tm5MZQggWm8+f1pZxaSmcp6UlC610XzsdgK1JwczGHZUSgpaRzOfxNb/1yY9RFQV33/8Ap++4k5ZR9LIE3cisdhLFtJ2RK0k3NeS3BJHtzCpmdYSt98es3NcvigCiKONxWNugFXGESYTegnd4G9nq0qTIVjzHItH4puXQaR18fYG29z/KOn7eaEJ1fYvx9W1gG6UlaZZg5nrQ78TQojcYs9oyqSydbs7hI0eZ7Gxw/pWzTIuK2WzKf/V3/j4An/n1T3Dt0qt87tMf430f/C52Nrf4nj/+Q7zrfe+nLCuWfukXePKLX2a5P8dLzz/Dlz732/x3/8P/TJJmPPfF53jhua/yyV/4RX7oR36E2XTKt3/PH+HYqVN0WzlzWUJhLT/9r/6/PPSe9/Ohb/02FtoZr1y8sH+cK2sH+MBHPsIHPvIRAH7if/gHlEXJdDxmdaHPb/zax7j7/vs5cdsd4DxiMCbt51gl0Bc20NcmiCwj/aPvYTYbUrmSqpqRqYx+0kdpmLm4x29LSSECQVV4ByIoNAlGJCRJihYKG2rKUGJtHTcdIqYd+KAatn3FXNJn7MZUvqSr+1RNgaCRse8vxF52UgwxEhH6n9aBRCksljrU1L6ioqIn+/G1qsIyo64N1oVo96QNXgWG9YBM57QR2OCZDKdsXxxw4t4jtBc7FKHC2QKjU9ACQyTmWW+pfYkMmmuzyyylK2QqRwoZj4E60ghFACERPiOjTd0Uyy5YfLB0exnCSHq7PfJ2C6kkvYUWxkc+0GC0zUvnXuSn//ef48aN6xw9epRH3/Mo73n3O+nPzeGd42//vb/LI488zIc/9KH96//Lv/IrpNpw4vgJTt9+OyzmQECvrGEOnmI2m/DFxz7Pv/3Zn2NnZ5fFpTkeePBefuiHfxyTZFy8co4nnniS9fVtfvzH/gStdB6B4td/85OcPXeW7/9j38fq6mE++7lP8dnHfoeXXj7LbFZw5NgR/i9/5s+yenAV4Sw3Ll7hp//lz3HpwiUOHjzE29/5CB/61g8w357D5iXiyozL567zqtUsnDnCd77vBxBCcP7V13jttdf4HbvBhz7yIYJyeFchXIU2EltX+JWoRBF1DVh0qrnnffdyz/vuxfuIfpmG1R2YAoqlA6v84N/849E90Zhohy4UZ95zLyffcSc+1GidoW9xogw2cPq+05y890RELpVCKcMHv/utsanTnW+MthQez+n5Uxx68ECczzC8+3veiVIxSwPgu//6d2EaFOfAiVW+669+J4NiQDfJUNJQ+5pZWQKGybRkWhWx5aBTJhX00l5s8eGoQ0FpKxZa8yyki1S+YmrHoDQLeWyHxKOyFO71m7NvNP7di4ZZiZlMWUsr0IGFwx2kbkHwdNUcX/rMy5RlfbPv/wdt7O1Qv/bnRkeuQzvbJ/4pQIVAsu9hUMWFTghECOjhJPbR6xpnLeNBo94YNSzXPRy2+cy5Q32ShTZXN67xT/7x/8xf+vN/mbl+zvZkQpCavLPAkcU1Fk9F6dLeDjgESCVYEUmKt0JOy3kaWcizKV/6/JcJIXDfgw+yOtfnYDfDWU/VvH4uDw1HMqIbscOyD0Yyl6VUVVyklVLoJkWuQTKb0ydI0owTjUHJnixzoZW9DjW59Rj7WcqV4ZTtWXnzfGe3qi0CYV/dEvaNaQIgGtSC5lrsX8OGrBkRmJsIzxsiBqmJxNlui2R1ETMrYVpQDyfMGrSJG9vk7Ry7Nk+52Hrd23Oj48MfAuPRkM4dd1JVFbPBDgcOHto/L0srawwHAy5f3Ynne36BVquN0gZZVXQSwWhaszvaxoaa/vwCSRonuLVTy7z8Cqxf2KDX6/EDf+LH+aX/37/CJIbb7rqbb/uO72Sl19n/rs57pkXFuLpp4HLl4nl++7c/zZWLr6GTlGeffIL7H3oLWtfUleXVsy/zoY9+B73lVUazAjEZY49pumcnmLFFdHPEPScYTDYo/QyJwihFrnIyk2JtINRTvPTUOsHKEm8hURF58K6kCDHXYS9qSUuFTiSueZ4Qrsm20CidUISCTOUoERGLlohSzyLMKG2F94FOnlHUFTa46OkfJFIbijDdvzGN1KTEc2mEQYYOmgSfFKhK46kpgyWIQEtk1HVB0A4lJIkxmEyysTlCzkXuQQiBqi4wIqGkRiiDaNAQb2tWsgM0mYPxbyiBtimFrxpPCEkRimhXLHWMBxfxf1euJJM31RMCkCIiuOPRmE98/FP8yq/8Ct/3vd/NmdvP8PQzz/OVr3yZJ776OP/tf/Nfg4Lnn3+Bo4cP4WyFaha7CxcukLZyuksLnBb7cCcAu7vbPP30V/nH/+x/4c/96T/NytoyZ185x+c//yX+wd//f/HX/ubfZLIx5fIrV7iyfp2b74Sr167z8kuvMJtUjIZD/sX/56d4+yOP8H/9q9+ByjUXXniV1dVINHziy0/xL3/yp/mWD3wLf/pHfoyvPvMEr5x7ifOvnudv/o2/Eds/CyfZvvEMG1s3+J4//MeaOUNw5OhRlFF88jc/TuFGaB9NoUKI8lJtLM62CSE6PkDAlqNGEaERIqCUpar25pm9RlSFEAZjJM5ZXKjwwmNrjzQp1nrqagylBwVV8OSo/da0Ugl1XWNtAZMhUiWIjgTvqH1BEUoqF1VAzkNhR9SyjhyUIEh1TqIV41BRe7cfV20wjKsq5nIIi1COncEOnaTNfKeHkntzm2BjtI4SkYOXJorlXpfdyQwpBiRKYqRkWEzIdJxHU6VIJaRvokP977Sa+/Ud1HRGogO9Qy1y3cbkMsIlCFyw9LsZNzZ34iSw0Pt3+Zjfn+NrIOpbl56b/U91C1QeEKlBWIf0Huk9yvpIWiSS43CeYF2UQNoa6T3COWxVMtjdZv7QIebne7SdxQdwWYoLnt/8xK8wmUxw1oL3fPjbP8riwQN85rOf5dr1G7TabbY2NxgNhjz8tndw/PhhqmrMZ37zkxiluHHtMo88/AgnThznK1/6Cq+ce5mqqllcXubkqdPcf//9PP7VJ7l6+SLT6YSyKKjLigMHVnnvh74FY1KuXbnC0199ghvr62StFhfOnWVxaRkB5Frx1S99npfPnmMymZC32tx5z3287a0P8NwLL7GzvcVgZ4crly5y8MgRHn73o3FSleIm2VO+4Rl+/SX597+qzR8SDX+C2FpTElKD7uSIhS5iUuDHBfW0pBhOaCWBMLvp2Z7qSAobDne58OorfPTbv4PEpEyGBeV0vP+66XRCVczoNiic1JHdLm4pVPd2D3hBMZ3t/24yGhGCo9XOUUrxwP0PMN9qc+HiBUa7Ozz2m5/kj3z0OwjekUlBR2uM0aQKvNZsj8fsbm3xyssv8S3f8Z1Iqbh29RqpMVCXnLtyjsPHjtPudnGVZTYc0c0dRnWQw01cdw53aAkva6q6btoBDYsfS10O0SIjVQnImPTnXUAoELIh/gmY1lNa0lC5qonY1oigCcJSubpRVGgSkSBVTh0qPA4RImN+LzES6ZGESGRsfPxjq0A01r8CRxmjmkM0oRLKY0OFEyU6JBhSQlAEPUUT/3YIsRc/LIe4zIOAvJOzenyFK2dvEN0NJd55vA0RJTAOLfccKSVCG2Rw2MoSUCAT8LKJu3ZU3qJQGGFisiGOPX2B8orSN4vaLW23PROes+fOsbG5weqBNd728MP0ez1a7Q4bGxs898zzXL5wmUPHDkU4vHY4FxDKIlHRHMtFg6mvHevrG3z1qae5+547ueOeO+n32/R6PYTX/MT/9hP8xf9sl9jMcdS1fd17nXVUdYkNBaqsGAyG3FhfZzqdcPepu1nsLJC3WtzYuMqNq9eYjKfcdtsZOos9zqwd5urL5/nKi08y272O2irwl6/iNnfwzpJlNxFrbTTGGKy1yBCiw6aKuSRSNvHZquGPhFhQRDqUx7sYphW5JxYXwk2HTERUs7j4HtEYgtlg0U7gXN1Qdj1l7cFDJRVaxmwKqJEq4KxHlBMQJRQTvIxE2MpPKUPMPrEhtuBKW8b7Ney1yWIRN6sqZnWF845UpaQqofY1gUCqNZlO8aFD8AIhAkbGsK92niEtjdOoJlGGRMV0TAJoGU3SQJErvb9eB+H4ZsebKxpmFSQWOZrQEYHVhR69uRZKmMigJca0TusJ8wc6DF7ZYjYc4xONbOfgPG48RWZplNz9pzq+llho9N4tGZXNIUQoHKK6wbrXFQ2ulePSjKzb5+jRozz7wrMcPXaM5dVVur0+UkmqqsJah60t08mY3a1NXnn5JY4eWOO1s2d57fxrHDl+khACg50tXnrheRINK6t9ZuMhstOLxUaI5JnKOWxj4PTaubNUkzEPvfUBrl+9yjNPPE6336fd6VLMZnzpsc/y6HveS10Hbly+wvNPP0lvcRljLePRkHargxIK5wq++qUvRDBWSOrBLl/5/GM8fN89bF67wtmXX2Jne4e81cI5h/cuTsb/Ya/WG49GdYNWqDxFdXJEVuDSGaEoIDUEHwh1yXg85tJrrzAZDpgVM9bXr7O4vMLq6iraZGxt7zIejTj/yjm0Uly+cJ5yOuWe229ryBlv7OOQmYxup0eSJrz4zFN0en1efu45Qu04duQYxXjE7vYmC0tLrG9ucP3Gda5cvIgPAW0Shru7rF+/xsLSAmkiKR3Y2jLcHbB+4wZzC0tUVYlJErRS2KLgqSef5I677iLPc+qixM6m9HoeIzOEDfg8x811sXYX7wNaG6Jo0GMDVK5CUNPVXZTQVN5Fsp90DbM/Lo7Ou4Yg6OIEx83kzUgVioWIDRatkmYBoEHWJNZXEdoXAq00EkPpY192LxgYScytoAJkw2uJO3kryqi3CAIZNIoEJcqm7xv5EHEhkOxRl5LUkCz2uXbuBsOdcbTh9SGiAzWIFhitUDLa9Lb6LepQNQVhVGXsaQwUEi/8zU0uewuZbz4/kir3J47mm8nGG+HKtSvMioIjR4+wduAArq45dOgQS4tLhBC4fu0qh48eas5Gk4oZ/o8n/MFwxMWLV3jowbewsDRHmijSZI3ZtOba9RtMp5O4wPyuaumAx2JMwlvuvx8fAk8//QyT8YSTJ44T3Dy7W7tsbe1QlCXr16+zsbuO3xoxmxV456irElFOwRbR/ddrttc3mV9eRAjBdDxhvDskJ0EKhcVHPY0QEPbMs19PtI63VOTIhOBvOtu+7q6L79urpfbQ1mZFRwTPrfCmeN2zG+LC3JyYkGZRAukqfIgOpb5RtliqRpkTVUwBGu8rT+Via8015HbnLWUIaKkam29wTjVIlEe4aKtGcLimeEbG7+edi6ZnQuGCpfYghSaRBiOb9M8Q24jiTRg8vamiQe6OkDqhJQVHVvucuvMwVni2pxvkKsMFR2FnzNyM+eOLjLcnbO1Omd7wcHQNpiXu/DU4uITKFt7MR/+nNYT4Ou+HW4uKQknqdkY/z/iWb/0wv/iv/xUPvPVB7nvwbZy5/XbWlpeoveGDH/ko3ns219d57smv8viXv8x73vUuqrJASc3xE6d46N3v5uK5s/zaL/0C/Ust7rjrW7n3nrtZPHicB9/xDg4sL6Gl4IGHHubuB94CwL/9mZ/ipeef2z+22XjEu97/AR5613sYj4b89T/3Z5gNxwxHM65cvoYTkh/9s38egH/89/8OtvZoDJu7Gzz+lcf5sT//n3P89GmuXLzIP/57f4sf/KPfjyvGrF+7jBOaH/9LfxmpDVVdUUxK6t9XHszNkJLQayF7LTKiY6LxJcokTCYTnvidz6KkYjgasrW5yff/yT9Dd2GeLMtZGa4gdMJjv/WbtLKcSxfOc2B1jXvveyshONqdzn4C4F5bJ7WCNEk4dPgwJ06d5pO/8HMcOX07Lz3zDHffcRdvue+t7K7f4Lc/8TFa88tsbW1SVVWUSCrJyupBLl29xpefeJx77rubVjejCJZ+1mKU5Tjv+crnH2M8HDCbjknSlKqqeeGZp/iBH/lR0jRhOpiifInqSxIrkTohqMjQr30V829CQIoQLYBEAsqzW2yjhSEn+g6kicETmNWW0lpsiOhC7SrQ0ZJaIamp8XuSMALOe2Z2St54HyihUUJDo5wIDW9BodmLMxJAImXTkvJMbCwkcp2iZEDgQCgCjYQPSxUKMjJkyHFqgpcRZZBO0E46DakSEAKtFb3ljGtXrqNn0S49pMAoQEdgVIpWmryT0J/rMAsBk2SoECWQrlngcpXfRGhCk7MhYxEDYIONgh0peKMqejKZ4ryj3WrHv2NtjP1OUtI8YzQZ3kKw9gThGgNpGmLiGz9jtrZMxlP63Q5KBCDKL9OWQWvNTDr28Ymvc5cN8e8KgZnr8af+1J/kU7/9ab74xS/yiY99nA+8/+18/x/7QUaDEaPBhMFgwG996lOxZaWiuuz+Bx5AZHOIZQmppYdj7soOLz/zAnc/fD9SSK5fusr1Vy6zpvoIYRBU0RHSAXLPT+L1KIh1HikMUsXjFg7CnnoFS1SD3Fw491Q3AoEO0UXTyJjY6X0gFeBkRaKSWJY1xNl946uFNXyIChsEuBBbbdJr8A6hAt7HHA6lDEoqjFCUtaUmIlCtJMP6BOcsSqkoTw4SSLGuwPpttEyonMDW8Tv4EP0Z4nUAqTw2eKyzsZAAEmFIlWBUF0gUqUqRIn/D++GNxpsqGuYHuyzlhlP3HKdravz188gjpxtZi8KgQUm8gGG5y+H7V+lfm7F1dcjg3HmoPbW1+zdYvCj/DuMPgiLj32OUzjOsapZabd77Hd/LWx79Fn7nU7/Br/38z/HZdov/4r/6r6lrx6/83L/mxrWrTEYjptMpc/ML++e1221z7OhhAOaWV7HWUX6NEiEVUFnL9cGQLz/2GE89/kUIgddeeYWV5eX91x04eoxOLxLHhJAsraxQF0M2blzG+xm333XP/msPHzmKrwN1VfPKC+fZ3d3lp//FT5C3WlRlSVU5rqxfIyjHkZPHyFrz6CTh7ObgP7r18psZXklkq8fJtzzCD3b6hBDoJBnzrTbz8y3GpsOrL1+it9hn5cgx/sr/7b/l6ce/DMC7PvghVldXSPKMUWn5U3/+L7G0doAQAkmac/+7P0htZySdDie6fdb+yBrnXrnE1c0rfP8P/BirS0v0ui1CCLzrkUe4Mphy4swZVtcOcPDoMeqi5Ed+9M9w7eoW0sDCgXkOHXgnW1PPgcVlDh4/wuqZk7z0zAu8/b3v4Vu/57vptTt085w//P0/wIETp7k23EXIGfM9ST+dp/XUVWy/Td2psH4DLQTCSGahRIbonhgVAyVz2QIueIZ+HHk2oQUiSjadDxR1hGe1TvDOYZ3Fipo86e7t64EGsGvUkUbEItsHh21IkKgaHQz4aKucCkiTjGkdFQtSBWQde7fWCipqEIFukpCG2FaRMsp5rfMYYYAE1XBulAYcWEpkkxoplWTlzBydaUY7a+FVYOxmyBlUQ0GSxRCi4e6IyaCCDtQU+GDQ+9Nts6MlcpJykWGlx4WbJlaeGqXNLcKqmO4Jce5cmJ/n4oWL3Lh+I5olJSlSKWazGePBiKWFVZRq3h8UipTUxHO4ubnD4u/ipWOMptVqcX1jCxskGk1ZVOzuDKiqkvmFRYpJBU5S13sE73gdZ7MZk8lNk/Llgyv8wA9+P9/3fd/LpUvn+Qt/8a9y5q576Pd7LK3MceDAGv/9P/x/opTBe7efI4IA385w2zc4emSV+cMn+cyvf5ovPv0YAHO6x7HuKu85cxvGKIRNCbKGEOW2ljIu3SqJBaL1WEpaWsV8IgHaCOq6IppVvdEyGBdhHMjJDIa7yIMnMakBEc2vbJ2iZBumI4KvcHlK7cpoS66avJGmLZJ4Q5COVHZRzFOGAic8W+UWznmEl5QRr4v3vpYoJQkOnMtIpAJZ44UjhBnDsqRtctJEImSgdoqNwQAlFZnJMermveOcpWfaOAKlK5n5gtKnVL4ilSnee6bl7xER8h4sC70pavMlvAiE0uK+9BrtTo/0/jtxcylWeZgFWrqNELBwsMfKwQWCC7z4+dfQ/TazEKhv7BAmBbLJj9gz7BFNnyxkCdlsirL1/o006fQiMU79p100pErSSwzdND7k3V6XD370D2ESw5WLF3juxZf4jU98nGMnT/PQO99DlqWcffF5Hv/CF/b/hggKFb5xC0hpxWh3h5effZbf+dQn+Av/5X9DmmX8m5/637l28fz+67QxjQnPzTEQCpt2cGKH2Wi0/3Nna4INSCnp9nrcfsftfM8P/RiHjh6LcJ/3HF6aZ2vzEokUZCoSOP8gFQwARe3YBeaylNvujkVTHaB2nu1izNXX1hle3+byhQ2yPGVppcexU7eRZglWKK5PK6aDGXNZwsrhI9RIrm8NmA3HdLuKMKp54bVXCcHTyjS9fpeFYw+ipGKAY7Oc0knbrN39AIe0IQTPrHac3RxQru8yT8mhk6vk/V7Uh1clIocbM0sAsrkV3vWBA2gdtfVCCMoQOHjsOLtFRXV9lyyfkS4rEkCMhuTHbif0oA4TJnVBO8mJgse4+69DRW5SVO2ZhoqAwCiDd4JUd5Ab27RVQn/5JNvTdQwSpdImtbCxrA6xj6+EjhB+iOYze8N7HwOtsLR8G6EMGoERGugz8zOUMgQvKOt6P8YaiCHN0UiCsg4YDVZYQrDoUIBK0cLgPXgfqGV8v5Fp9Aaxrml1gDACpEMLSUdmiDb0W0ksNoLHzzw7NwbMZTlFiD11IwXBCQqmpCI6ee7lP8Sw7z02f4i9bSfA7vXmPc7ZGNhFxQMP3MOlixf52Mc+yec/+zvcdecdfOHxL/PCC8/TX+hz13134b3lwMEDXL5ymc987jM8+MiDnH3qJZ5/9jnuTe97w/v66KHDfOAd7+Kf/It/zlvvuI/lQ0u8cPZlfuu3P8u3f/SjZEmLpeVlkJKLFy/z/NPPc/jQAT7267/OVx5/Ald7jG8x2Bxw/pWzdJf7dOa7CAHtdgspBcePnGK0W/Kx4pP8v3/yn/ORD3+E4CTDwZDZdMpbHnorri7h8ClkFZjbKfjAoeOo930XSIl74SKcu4zcuoGtz6C0w1kZA5mE3V/UgquhUaRooK4bWWGITsyxYNgrfCRvuBxqDfPzhGsXEE9/juA9Ic0Ii6uwtoZ/5SmoKuj2Ea3jGFVRuxrlogkZtwRBSaFjmyDMGFdDkgZtCkQkyCgF6P380MoG6romSZIGmWiMx6RjsdtCCA1eEXy0Pm+ZSMzOVIoSmkCgKCMxeFRPSFRCqjK8jKgU1BS+oA6WOtiv/+6/y3hTRYNZWcBdHSOWOsg8haRFcv9RxNYW9XNnCVqhF1q0Ty/iqaitw6iUxAfCznX6mUXvDDEmw8z3WT61ymg8oZVrQqqpnGU2rtFZQFaCfDFDiARnPTr3vPrsNeh3cFmGVZpgdIzWbWe/v1wo/z1HJ9EIX7N+fYvzZ19heXWF2bTgwvnzlJMxqwtLFLMZk90tBjc22HKeZ5988neFHG8dUkra7RYvPPsUx44eotfpIWvHeDJltDHg3Mbz3Lhyma+15f3a4YEDR9bY2b7OV77wO7z14UeYTqacfekl5noLGGM4cvIQO7tDXnz2WWbTKXmWMRvucOz9H8TVAe/CPtT0B6lggOjKOakdlStpcnyi818IBG9w/Q5plsKsRJYVw0HB7u4lpJLRoFJJVJJQ9duISUExKyibiPdtI4kNSIXKEpzUTLMM6WTMkQiRjjW28bOFjHbE1ntK6wnOc21jSF54kplD9jp4HzkHe0MI2PmaQjAQizq7tcVCWjPfzelmOUal+DpQ4hEqhlCJEImHpSsbg6FovORthXU1qc4xOoZBiUFJ0k4IOscWFVzfZe7AAt4VeBH9E0yzww4hRcpIWHTeMix2qVy1H1YlhSRRUR4pm0LDi+iIiHQkIY3PQQBEzFwoQkA3aY8heCpbR+vioBFEy+eZ9bR1ZGfETEWBI/r5CwLBWnCxGLYioLWIrw0GIzQVBVZ4tNCNG71iMpwwPTdk6egCyhi8iNHc0kX4JPonRndLiMXAzcDrgHUe5eO57nfnOXLkSLz3rKXb6/OOR95OSsKnP/c5fuO3fgudGM7cdjt33nE7Wsep/Tu+/aM8/+ILfPYzn+Mrjz/O4twC73nfuzh88DD9VgcpBKtLMfExNYb+fJ8HHn4r37PxnfzyJz6OFx5lBAcOLPPoex5FSkun2+LBt72Foprysz//8+R5xvzSPHfedTuJSUkyTdAVX3rqcW5sbGK9I9GGd77r7dx+21305+e46+47+fE/+Sf56lNf5X/5X/+3aMA0P8+Z06dv3pBG465tEi7vkL/tTibaYoQmO3kQkbWovvIMLZ3i/ISIxUv2hK9K7Skqmvt9XxD7taOBk2LT7Zaf72VrNFyFwyeR1iGkJOi49nggrByOhEktCZQgBJUrSWXWWICLfV6ERFD6mlE9pHAFUhkSaQgittOioqLASI1svEu01GhUw50hpoPWniwVOC+o6xIhAonRdFoy+jSExiytkZYC6OAxIT4nVYCpncQC1NfU2P222Dcz3lTRUK/2EdsJAYGbeHA16Mj8JzMxLnlrRHZ0iTJNqJjF3mAQ+NGM/mRMLiU2AZM6FvOKbm3JVA1pi0oZpplEakcoBCaPkqTgQGlPUlxBZxqZSEgkQTqE8hTFmFJoapV8Y3fAPyDDKIkSjqKq2Lx2mdFwgHeeTrfDkcOHWFpc4O7772e0vcXm+g2k1iytruCtQ0rJ8soa01mJas6F1oq1g4eYX1xCGcPp2+7kyrXrXL16hfRowtraGidOn+H8q+fwWFYPHKCVZwgE87157FpJqx19+JVSHD18mjxrsbjQ48iRoxw+fJhLr71KQLC8eoDlpWWybs5cv889b3mQoii4dP58NMNpipFud46FpZq8+/tLWRPlf4K0IbNWzmO9/7qo60AsHKx/I9axhDxF52n0dJhV2KKK7aGyRjmHVgLpPVZCMZhSTgt88MjEUAYFWYLJElSWIFsZeStDKRWPxzpq56n3P/uWYwgBkSVMZjU1UxJpEOnvFhJ2831m7zsLgd0dkR9JaeUZmcpJTE5Y7EUfES2QIVo1z2z0v9dEKWWiEoq6RAtDWkBSFDAe4C34jTG+KvHWIhJN6+gqtZINi1wgPKhZjd4exYVUG1SqyTptVDOJxlU/IgVKKmpfEWRA4wloZAAVFC54RNhzGRRIUTeFRGQOWe8wsknmDCF6R6iAI7rjqcbcWQkVORwhstZFdKdCAAqD8xYrPIkERSSvIUGnmtZcisoUu1u72JnDJx6SqPnYSxUUzX+QAfw+fXP/d6ppY/R6PW677TbmFuYhQFWXJCbj8NFDpCZFP/kEu7sDlhYXOXPbaU6dPIGrawKe++6/h7SVcuHiRaqq4uChNR5YuJdOq8P8/AJCwl1334FA0Ot2MUaztLbE+977KF/4ypcoy5Jev8vxY0e44/bTeF+gVMLp08dRWvL8sy8BcPrMCW6//XYSk9DpdjCJ5uCRw0hjKMuSPM+4867bWVxeRGroL3R5+JG34Zzj6tWrCClYXFxg7WBs00kUfn2HsDPGy4BYbuOrcWxrdVqotXnE8gL+0gastkBF3EYIgfdvvAnZizu/KWGN90N43Zm/+Qzvy8GDh043+i1KFXN3go3rX7tNvCMcEbW4Rdr9tZ8eHAIwMnJ2BKJxR42/D5L9BFLXRFY7H23do5J7z7QJqtpRu7DPhfE+4HzM5LDOU3uL9RZCIFEJMkSvVOcqKl/te5mIpvCu/e8R0jCeU8yvHiFc38VvDvCjKfW4iBbLD5yAwRhxZQN9bUC91EV6h1AV1ApZp3Q2x6iDq8i2QcgKsX2VeZEQJlOEmyObm6Mz38YWBVVbNkQnhfCSYqdAC2jj6UhHbmzMve8m7KxvsVVKatX+T6JosD4gEkPeajPX77K+PaDV7nDPW9/KsePH0a0W7/nQt/Klz32W6XjEXK/P+x55kPUr15Bac+qOO5lVFt3Oqb3HGM1d991Pt9shKMNdb3kb29ubTEqLMJrjx4/z7uKDvPzCC9x1zz0cOn6MVhZJbEcOHWFxdZH+3DzOe4TUvO2h99Dt9smSnFMnztD6aM6zzzxDf2GFRz/wQTr9HnmvTWk9f+j7vp/nn/oqWxvrTGcFq2sHsd6zcugo7fklhEleb+b0H2nsFQtGydeFS43LOhL4nP93I2imCaQJEmgByXhGWleo5iEVQkCeYrTAS0lo5dBpxWJDRPlpO9Gs5bFHWQTNdlFTz6o3RmeEIHRyhJKEyuKrmjfC4GTzfSEiJO3EMJdFr/xSCrI0Q+sMJQxaJIwWW3S7bYKsqArLzE0pXRnPnA8IGSWS03pGpluY7SnixgC3M8DPtyh2i6hoNRrVbaPGliAF0suoqqgr1PYMeWkd5wIhMai5HgunD+NChmtY5pbARJYopRhVExJVY2SCFQYdTGwBNFOybxIajfLU1iOEQqHipGoDysQiRARBOxVMfIEgWvNqNAZNUAEfKkSmESWE4QzdlnivogJEOpR0GGHiMQqFaUl6LUnAUE4qirEnTSxZEnUTam8x2vNI2A+D2rPOFk0RFomRC4vzLC0vAdHUrKijzDfNc46dOc6J207ukxI9FuctdVkQcCys9HjX2tt5t3hnJBzSyBSJ8uKA494H7o5KEt/kdCjP6TtOcfr2o/im8Ioy4JraztDCsbTYZ2npbTz8tof4OpVC89/f+uEPsRfBvfeVfbBUdgYC5hY6fMd3fIRbmW0hQHAeObPYl6+CFKiDC9S+IBEaH2psqBAtSXLfSaqvniX9wH14TeM6GYsG5752TqmJC7uMGE9D2ATekAD59cPGtkFDAL715zffLEFYEmkajMJFxQYB7y0VJUpK5tUcdagofE0IHhEciIDUkb/gsbjgqZ2ltAVaSkxiEPshgzCeVbFUlrFBWFaOWV0257hRJwWPlpq2SqLhWHA4V2K9JTPR58Qo0biu/u6pt187RPgmMO3hcEi/3+fXn/p5Ti+dopfOIXXUFgvAeMX67AZGGrpjhf/1J5FLc5AqwmCE8AFzx0l45WWq3cb4KDGIdpswGRKshrpALxjMmQUY7uAeeCdkOT4IJjsTnv7EF0i3SxZPLTFnazqjKXqxj/3gfYynJedf3eLqVok+ebi5B7+22rtZw/9BGP3UsNhK6d+ispjWlmFRMSxrFlvpvgvjGw3vI1JxaVRyrJtFu1cfmFTRLXE+T9/UmZhUlsJaZPPeuiqZbA6QdUm3LVFtgw4dbJrhlaRynvM7IxZa6X7M8t6oqhJjYv93Vjsu7o6Y2v+4hUOuJQd7bXqp2Z+AI2FeRJJXVfHy7jdvtfpGo20UJxe6aCkjAdDWmCRFCIG1NdvT8usiq7upZiEzqKritZdf4Mxd91BIw/pkRvENzln90nmq8Qw6bdq3H+HW+143Lp5HOrEwmnmB0QoT4LXzV3nozAozxiQ6IZUJw+1dfuMXfomPft8fJbRha7bBrB7SN320bmODRQRPpjRKtOltzbAvXoJWjnnHXYyLbZTJSLdnhMvb2IvrUH0NQiMEIdX4d51B5ClhawxXd5DXdwm2RHgFziMXuyQP3o7vSbbKAZYShSIhp7BFRGS8jMoOApNqRj+ZwwsbMyKkpwwlVR1oJ724gPoaoSI0XTcOeVpoOqKPMIKqqqJS4voIf+EqvO8uhtWIOji0VLRMiiGhYITEsLf4hxDYPDfF1hX95Tb9lc7Nr3uL3M1CNKNyFUpE3b9C7qd8hhCiYZRS+Lpi127SV/OkMgMhcAqk9QjlmwXHEVzcPBVuipYm5oZIAQQmboySCYpoB00AT02icoQM2DDDCMleoiX4KFXdGyGmWUJA0IKG53HrghuocWiki0FiQn290uLmpU9R2jcSZoXRGeOPP4auJ6jDi4jTh/CdVlTUAN4FFJpc5oz+9W/Q/sgjhF5OjATbe35u5SooAhWChJid6nEh3PyOgX10YC+5k4an87WZDDGMa++5u8mJ8IT4N5tIcUsdEQ+vmNkZpRujZUqqDakxMcWTQHBRKWNDiSW2+2hSRZ13zIr493t5DiLydMazCdN6SqLTBkmTGBlt7rWQVK7G+shdSlTCsBhgVPJ67pCvMNLEtqJUzMYz3nXXtzIYDOj1vjH6+6aKhqfPfgGdq0hyROCCo21alD6QSkUIjiAEPdNn+q8+Reud9+AmU6rrmzCrye9ZoHhhm+TOU6jja9S2oqYk0SlyXOHWd6mvbxDuXCS/cgGKkvV1y8VLlrYqOf32t+IvrSOXeujlPtUXn0ItzCGPpJD3mPqMy6OCcrGHzHukqjGScYHRbMSwVoQ/IEUDNJuQWw5370qFN/jdG4391m7z2luv9Ne+N/jA6IUncYNrVK5GZW2WD54kHDp587OdR8xKute36HcUblKSzqcs3rnMvGpx48IOg6JkYAVDYXBznTc+zn1t+s1j/I89DnZz0uB47YXn+fgv/hz1bMpkOuXYqTM8+PZ38tC737PvVJlHagFTF9idlSy0MvpNYRSCp64rxg52ZxUz67A+GsjcMd9iMhnxG7/8i7zw1FPRQ2M05t3v/yDvfN/7aS2usD6ZMZ+ndCTMQhQPKFdz/dJF/s3P/Et++E//OQ4dPUrtPYNZxdY0sp5byestud2NTTYvbVBJmLvzMN28S1vG6G0lFS0t2dnZAGBtcYlEKK5dvMQ/+p/+Af/0n/yPcWeD4NqVq/zEP/lnfPhDH+Yt73gYZRRFw7Q2mSJOl41gzUkmz7+KOncV7j9OdbDNxA0oqoq5ThdJQoImRSO0wHkT5ZEIbAiUtuTy6AKZzshkTqoyEp2glUGrBOEF7sY21RMv0P3gI/gswUlP6aZMikEMJnUp1tcooclkC6sC2BA5EzIQhKWwVWxxCENpS2pf0UoyUBWOqKmHgBIJbZGjZIvqxYuE3TFmvk95fA4bKgpfopWgY1JEMBSMcCgMBoOmqCuuvbiNkjC30qW30sFxczmqGxlc0qgiaheaDXB8OHRTOPhg96F1iWbqxmQyb0x64vNT2GlMU0XjHIwZktJCNeFbSjReKXLMrt0lp0MqMoK0zJwjI4v5GMKjlcSIlDqUKBFZF7dOmy4ohNfIIEAVQLxX9hbUANjgmdkCgcSIhFxnjcVzE9vtLaUrMVqhhYw8EpEipoHyk18hedfd6IUebFwibF3DPPh+psXVWzgKAhEMybZn+sxZ1KlDqGPLOD/FciuEHn1B9si0mojYBRwCQx1KNMm+adbNwufrZZiv/z3cLEwaP48QmJRjNsodMp01suKawpU4V1F7S2YSukkH4SUt04/GSo2nRJCWioJJERd0oxQheKyFdkvjnG9SLUGpwLSKMfW1rZjWM+bzOYbliJbJo39FcE18dmyNGGnQKhqqpSoWN7lJMUqzPRzw9jMf/KaKhjfVntDC0DO9/VMnhcL6SDaqXNyFKqGZ2Rmil2E3dvC1RbZbqLccQs114OxXovJCeIowZafcwgN91SdTIApH0l0hTG/gNgtaMuf4A4u0TxzAZ5J6OcEZgUhTWh98G7x0jfrKCGHH6MqzOiu43uoy1DqyxEPUbS+vztPVigqByTK68312EKyPi98Xi9YbjcDXSaG/qd99w9daR9gZ4kYTQu3o5YZ+OyEEz/bOFd7z7kfpdHtsbG/xxa8+weKBE7hL10lnBSZ4TCpZOpqTd1My2SdJMozMcHiSBViwOWJQM9stcDNDyBJCaaPe/FY78d9nJ72XJlx5+TluXHqVldU1PvjtfwjvHWneYn5ujnai8SGwff0qu5OatNNmbnGOA905KheYTYaUgK8Dw40dugeWONjN2SkqdmcVNkCSJHz2N79ACIKH3v1e7rrvfqxz9OfmWZqfQxqDkTAdD9ncGNFbXaDba6OC5FoIOGuZTqdsb2xg64ru4hLtuSYVJTjqomBnaxOAQ/0FFtotnJSEbs5wfZ3LoyELK6vMz8+jg+NzH/8YK6ur2Dvu4uDyCoeXF/nhH/jjJCZDSUkxHuOmBffccTfHu10SqZDGYG3F5s51FpIlrl69TppmdLMWXa/JVIJ/553YngBdoSUYAhUzcqEjeVFIgrA44WlyKiMZTFkW80W0kmgSlDB4JSiYUVdjVJCYrsQ8cIbZY88SUh35b/0WvaNLiHaGryN87IJj6sYEH0hpUcoCEQTKK1LRwjb9Z600SM/EjWnRjlHXxHlMqxYKg33pMgynyE4Lf3gBF8qmYIh94aL2GF2DM9AUlDYEvAr0jmRsnRtTly6mY7q9DrbFmEi2sz5aZ1tXRz5Gs3OsqBpipmg8wDxpYlBS43yNDKBFEhEG0fS9fSAgyWhH90dvESo0ck1PYSs0cW6sgwPnSUkJOKRUMRlTRMdMjSFKQ3008mrQwhhXHpq2CvvfJyIS7E82OupuEEjq4JmVUzKRNTt9d8uC3EwGs4KwUxDaBuZznA6QZoi8Q33pHCz2EMI2u/rIRpBzKSHVhMGYsJEgVzsoW0Lj9sjetQSCqPdrn8ZPC03ydWjCvtzyDR2s9kyjotIBLHhBZS1jO8T5gtpF86ZIZrVxJ18XIKB2inFdYF3NzMc8oNrb+B4cWkXfhMxkJMoQfEWlXLPxiqgCMuCdIFdpLDKV2N+ZpTprSJCNkVpjktYzGUbG6+6aaHgfHJWtv0FL5o3HmyoaHL5x2o0kIyVklJC4MrKKQ7y5WmmXqqhwmwPEch+xNoedS5HKgFK4UIMtEQFqV0f2cBJjpcOkxD1zEXYqWFrFzHVQc22S5R7TcshMNQYpskL0c8LBFn4C0gZ0kLQ9LE8d+fY2SpuYi2Br1I0NfK7xbUPlEqbjCa35HunOjOBsoxYQBHnzlJh2hunmeKkYlvXvfmL+oAznkdbSD5bWQgujDW3pyaqS+vo2L9YFi4tLLC4t40OgnE5w1zaZC5b5+Yx2ZlCJwsyDSBVKRXMbgaMKFXmexQlTeEoRsMJTuRlFUVMLhXPJ15la/UcbzsGeekMrtIxwcVlWTKdTDhw5SpruwX9Q15at69d44aknCU5Q25qslfKRj3yEoqj5wmc/ja1q2q0urrTsPL7Dez74AdJWl8woxpWLTobFjGI2ZX5xiaMnTqK03p9+dnd3OH/hPJcuvBbtmc95Tp48zpnbbsMoxXB3wPNPfZW5hQWcramqmg999A/RShMuXbzKpQsXGA+HTMdD1heWueOOO0laOS89/TSb1y4jhGBnc5PJwQMszPV54ZlnmYxG6CyhpSDp9jl77izvfuRhXFnz6tmzvHT2LEIHPvX5z/NolrN67DC7kwG/9quf5OiJ49TWMh5NaKuM+w+f5sixg0z7liAiCQsZyE1G8AotDEIoHJ7SllGNJvS+ikGJQKZTKl9iqfcBcOsqyrqMWZA6JVnqwEofjMQ5h/ABeX6TkEjUfIrp53gFVShixLWqqLxFBIkhIdEa5RSOOBnvGUTV3pHoDFWDGJZw4yJ1ksDOBDnXJix2cYmMzoDeIzHIICMBMthGeuqiOsZBVTqmG1O8jURaH9h/zX53XQSUFHgXOVoyiKZlUQECS73vUWG9QwRFTP4iyvlEzcyVcZGXWTxfBLSIsUdVmEV0QyhEg+oZkSCRhGCxviaRELxo3ANFRIwhFgbsOQbeXFjFXnHwuiGARhII8cqFJtJeRu6EDLJZ3PYWv33/RKRUhMkUv7GLPn2YoAMh1Mi8hXALhPXLiMUFbOMkGikZjlpV6GPLsDslXN2C6Qx1fDlalwvb1CMCIXxTHNxCemza61//Zfb+/95y6sGbpusdmvfF7zGpS2o3o/Y1VZhR1gW1q6PjoxAEfCx+G35BLKEEraSNdbGwqRsUIqorqobAGy2kCQ6tJUVVY53HOocLDu9jWGBARBOp4JnVs8gDbMzQXHC3fI+mMA/RNTKVkqm11L4GG/Yj4r+Z8aaKhkCIufZEiZWRBnysZLTQkX3sPWklqaY1tEAuzxEOL1LWI4JTUWfrLcLVGGFQQmNEEicUSnxtcReux0jnY2u4hRbWldhqQu1qSl8SCChvGdoCVhSIHkZmJDIHrZjbGNN7tca3WoQsR89q/I0N1LRCGsNuMWVrs2beLrMwtIBDBEewHr/fxwuoso2WgTpNmBSxRySVBCWx8o2q0N8nw0fZHc5D8CghYn6W9+TBcbCfsHpwhSwEGIxw10dU412SWjLY2SEAg+EQKQRmfYsDp5ZZOThPu5thg2dU7TTw44xa1bREhsPR0i3q4Mg7itU0RRaC6aRg05WMaomr3H+YoiE0M7RzoBqt9K0ZFtYhqhppbQRV222sD7TnFmj1+oxHz3PuxZdYWVuh2+uTZRnBOXa3t7ixvk6SpFw8/xrDnW3e9+ijlFXNY5/6FEopztxxJ3m7zWd+/ROcvO00h06eoZ3kjCuH84G1tVXWr19j/dpVzr9yjrmFBQ4sLSGlZP36db74uc9SVSVrBw7x6ovPU44HHFhdxWjFYHeXK5cuUNcVdVXx9BOP87ZHHqF36CDjwS7Xrl4lBM/W9as898wz9BfnmV9Y4Iuf+wzeOU4cP8r2xjpKS7TR7OzusjBboxqPsLMJuz7wK7/6q/zw9/5h/Khg48o1Ll+6xMHTh/iNJ77C6soaWTtnazzkY7/0Sd71zndw8OhBXj13nnpcou/xHH34LorZ5YYIBiAwIsVaBVLhRVQpTGyJMQKkQIYY7JZoiRWWylUgBEZapNf7/A+lAg6NV57k3iM4GXBVjbsxwJ+9jqgsctpC+SV0Kqhdje7mIC3e2ibQSDQlQqQFCqInREsmzHyJKUCMLGF9jL9wjdDOkP0earVH6OfYqkRphRYKGZr2gIhZDFoZ8I1FsQuUu5bx5RlJL0MoKCtHqjWBmoDCe4cQHq00MxsXB+cauRw1BEnAI1UsTByW4CPHRugoBrE4JvWYQCBXaROOFVAhQv4hWkjdbFMGQaJiwFztLdZVgEWFSIwjCFyIi6sXke3/dbypPfvrRjQah3wdbUwKQETnz/h+i1FJVAgRVQhRIRJLJCkUblbjdkbkb72d2jbeL1mGCJIweiYWnM1HSxHdPV2wmCML0Rr6yg5hd4JeWUCmDe9iv/DZIx7veUTDHjdhz+I7HroA9P7r44gf6sO+AAdw1N4yKidM7AwvHKlWzGKUa2MpLfZzVbRUseUgDUYZOlmP4XSXykeOmVGxxTOrpxR1SdUk9YKgl+eMiqIJ0XINShMJv2KvrRI8zjm00giVxGP0e7bSAkfsT8frqUikYiZuFkfim4WteZNFQ0vkKKEZVkMSmdBP+rE6VwkaRct0MQVMH38etbxA9tAdsNilki72bbSLrho+po1BIJENcWRaIQuL6rdpfeQdeFexNdlkOL1OGUrypEvX9MmCwbsK60rGdrTfv8xVTSVnTCcTer0+6YNnSFQ0c3EuYO4/TXjyFezWgE4I3LvUQWztcrjXQy3PEZzHbY1wO/FmDb5m49VNrj5dUfcTOgsrBARpL0fMdVjP8lsJuP/HBIPf67FH3gsgyhoxmuJ3RviqpJ+ljGtL2tKsrvY4fOoALd1l/PFPU752FXxJ+0zCoVdafO4Tn6TKDKiEdtbm2IEeR06sYVJN5St2qx08FhscUztFuShP6yV9pn6EDZJUZcwlferOjG5mqPwGxVbBbBIQS/3f49MQEM7HpNHBqFEipE1rJG615HBCUpdkviSl4oZQjGYFi2sHufsB2Nne4R/93b/Fgw8/zLs/9GHuvOMOluZ6nLnrHk7feTe2rvjSY5/lyS99kavXrtFf7VGXM+57+7v53h/6Eay1DHZ2WL92g6XlNfprXUII7BYl973jUZwPfOlzn+Uf/q3/Ow+961388I/8GO12m+tXr/D8U0/xt//HfwTAb+KoiikvPfsUS4eOkqQJH/nu7+XkmdvYXL9BXdc8+dhvc+g7v4d77r2fE7ffRSAwHIz4u//lX2ewu0ur1WJne4uH3/ke3v7oe5nrtsmNZjYec+jYCR585B284557WMhbXHztVZxzhDSl1Zvj3fPv4x3vfjt1P2d3UnOpGnNgOmng2Jrvefe3cvjkAS6eusHTL77Ely88xwftR2LfVc4wStGmz261S92YEiVKI2XAuYgkYECJGiklSehS2CnG6DjZB49tXAcLV9JVCRrNtC4QsqZ0Jc4pxFKOOXAnWdJm9ukn4cnzaO+Z62TIdx6IpDw1oWpgYG0FDkhFGjlOQpCajFboUz91Fr85gG6G/va3ExSU1QQbJL6aUYeCnl+IAUGiJAgXrb+JZEjroPY1zlW4qaN/cIF8IcUD4+0p6YogUKMwEKKO39ae4A1GifgMeU9LddixN+jreTSqQWUFtarR0sSkxFAjiTLDXLaRQiL2gq+sxQqBxKBRDYIRKFxFW7ci0iAEUipmdUlPtyOK4fYyMuqIWEixjx68HsZ2RExkbwmxuCAIQaFlA96rgBIxwCvCSjWFrUmUQovItUDExdn5KCcEEDKaaGlMU/A0P9cxeWNvfXONbfWsHmEOzSHn5xCXtim+8Bytd96FSBJcqAnU2BDQe3P0/teIx65UE8H+OsXFLaGDQhPUjLIOuCboyyNYL9YxUjGtp4QQ0HRomxxlAqPZlKquo0Nj3qKfx1aBFgodJKPpkGk9BRHoJG0SlbA12UHJKCCubBGRBqCwM2zjtyCFwmiDljK2FprsICkUUse02YjeCzKd0TMdUD56OriILMW1ypDraCSYSMXu1xKTv8F4c5LLMEEEQcu0MTIBoWnrFBssSijEtV3sK9exVzbpffejXBsNqa5OSFLDwtI8wTmsUSSpQWpDcJ5+MofRCf7J12Lv+74zjCc7aCEJPrKTlWix1llj4/I2aT/DmDaJikSTRCtG1ZhMp3RNl1VW2HY74GOPSAqFJqGwA9L7jmJ2p3B5HffqZeRdtyPahur6FkIp9MlV3MpJ9u6sZWB5VKA//xKzwQavbZe4tiZd6XJiZZmXrwzoHVzBdlrUye8Dqee0pH75AoupYa6X0j7YQus5Fo/NYUwSSUBTS/m5ZxlcuUFy+gBpegS3McQVgbvWSjpLp9jUCaadcN/JBdqLXayIfU0lJJnOYia7SFnKurSSnDztkqiU3LXg+hXwM+j0CN0Ok1AyGSe0eh3mjvXZsuH3VCnhb2yj1zc5dqTD7u4Q7BZqO0F6RZ3MCCPIupr0gCFdSEhDl+GnzjG82iM5c5iV1TW+74d/lO/9wR/m47/483zyV36Rq6+d4zu/87v45X/zszz39JPkeYvBzjbO1kzLij6wuLRMpxv5BUJArz/HdDKmbEiDAdiaxgLure96L/e//V2MBwN+7qd/ip/8iX/KBz/8fibjTa5cusg//e//dvwu3nP0xClEOxKTllZWMCbeZ0mScvjoCbavnmc4GvGV3/xNvviFz6NMQjfPGO1uEbzn9O138Gf/yl/jZ3/qJ/n4z/8s73z/B3jHO9/FsUMHaSeabDzCD4a4himulEKZhKfPPs3vfOYxnn/qeeZXV3nttfPcc/+dVD62IoWUHH7kNKnJaYeCbCtl9nKJVIKWygkhBUfTV4bBbIDXHaw2iAg6kCUp2qdRe44jJDW5SSlsxbSaUjtLqnI8lrmsh5EJHss0jJhUNbnqkKiYLBrChK3yOt133oapE0Tl8Du7FP/qM5jlNt17bsMt9agSh7MlVYiIZaIyTOnxL79E9dIGcmkOdfcx3GqXcTVAJ5Za+mbTqkhCCvhm0d+D6gMlBQQoQ0mI9D/Asb2zQXGxptXJWTo4jzY9ro0mdExGIhNUMwVXjDFujlRkWMZcn15mXE+RaYqSt/paQvAOIxOMVGgFHQPDuiCgIvgdJDbE3X6umgLBQy0rSlsStKJusioNKbUHJZKY59HsvqNyXeBC/DaqSXG0t6oe8I2xWVQbqP2YbdiY7OCp6eoeLWNABcDQ0m88T2qd4pTBEpjhMb4N0iFEiOZlgHKGQEpNScChhGBqHUZJPCWipRGnV0iqGbOPP0F65ijm6AJ1K0GLW1VJUVERj9tQ1EXTHts7y9EIyjUojUIwsSVTO40tgsaVdFgMWOuu0jI5lauoQkUvbzGZVVQ2LsJRhjxGotktd1BC0kk7jeU6VLbGSksioposbTbRMWQqWpfb4Ei0opW2SEzkUUyLim7aaWSZJZWNJG0tWswlrUjCDDB2MxZDSZIsMiIw9gUdmTB2M3KToHRCEBL3JpDzN1U0LLZXmct7kUyBwweHNjnClmiVIg5lhF4PfXCeoBPqSYlPQeY5yiSYxODuPIXodyBt4UJNJrqE3QHhyEGC0YT5FuNqB4IhAKnOyUwLOw58+Vce58GPPkB/rY91gUxneFuzkCzGIiYEdusBWgm0bNIShQAtSXdHqOk61Ba/lFIfu5fdUNFKNa67GOE7Iwi2oAqRlSpR6FSRvPMeWsBpFxCDKWwMsJc2UVmL8dY2djCKVTuehVPLuHafsulNJhJmHm6Mi68zCPqGo46R2d8Qzi8qRFXjZyVhNOZwL2X+rYfotVokiY7ucyol7+TYc5dx17YJowkmlyTvfyuh38Nf3URIgV5J2X78GsE7VjsJvdU+3aUFTJogXA3e75O0cjNPJhTq5YuIq1vU0xprkrjLTwwEj9CQ3H2QuQMnObFWMbx4g9n5KywfXmG8U2AyFSOFK4vzFQdOH8DkXXySUgnBqKq5Mf7m/dAB0t0Bcjwi0YGFI10WjrcobY11kUU8ddBRHayIpmRIT6IT7r1/nonskbQNypZ4N0IC73j0Uc4+/ywbN9bZ3hnwqY/9Cn/tv/t/kOUtHv/8Yzz95S/+rscihLjpTEicwI/Nd9Eymr8IYej053jfR76Nn/nn/xzrNe3OPEvLy/zxP/XnMEm87q08I08M169eZWdzfX/nXdcVN65dYWnlEM88+zjbg21O3Xk373zfB5hNpjzz7LNAQCvFUr/P9/zAD7O9ucknf/kX+J3f/hTHfvCHEALkJJC0c/R8Gz+6ea99/Fd/g5bJ+dEf/FHWji7xMz/386Tp6+/FIAK1L6hC3YT1gPTRvW7PWMnj6KlFTB4nMiUlQgRqX5OKlLpRXAmpmFQFbdPBixp0ilUJAknpLHWoGmMlhQgJVekRpiIIjZKAcmR0qOsZ43qElJJ8pUX7O9+Fn0yxr14jvFyi53O4/xjGV3gqhMpQFRSvbpJ/6CG8hJkoKIshQkoSkWBDiRIKiUEETRkKBBpDtO+2rkaTYlVoDHVAyIBqKYqLNe1uG6U15SzuFueTHkHs49zxOqt2hJdFSiY8YzGNYUiKuBsXIrbaACEVRkdlmAtxsevoNEZtCxkTEUVUKHhhMVIgVWw9RPbIHpkv+uBkicZj8TKS4qRXWJtRMyVVMQ7AUZOaDFG7BroXEZkAQKO1wvqA8wEVYD6ZowglWiYQBMJpkJGLEbCR4+FlEwiscRevw3CGWe5jbcxHSIVBeAnKII7fgRttEfJIBA1CAjaSZmWTkhrAyhmtO48ilhepX7gI1zbQ9x4jLHUI1BD2JJN7KMktEsrGYnzvO0nh8MEysxXWxvZK7Yp4T6dt5vMeIQQKW0SjNW+pyhTrbNOCkUipKOqSXmJYbM3vExSVkdSziER4oPaO3LQQSjCajeKzK2JiqkJT2IKqidGOdABDKgRVsLdwF6BrEmYutl21CIzKAqsNqR9TuprKlUih6SQ5sGds5UjexNr0poqG0Y0BvWNdpFHYWcVsNIXck/Xa7GzvImqHLB3rm2NuO+qpZjV53qHX6aGEZvvGNtuXNlgsK/oSZDtn8+oGgwtXMVlOZ2WOnu4QSk8ViliUqAThBK88/Sr95R55K48Phaua9PlAS6YoobChbhi9AiMT5GyCLAdIpWMvstWNMKmS2FyjrQKlCWqPDhP5FtZZjIoQaRAg2jlCCnLAJ5qQaUy/xcqNId2dnWhXSrQQzikYpduUlcfVjtI76l5OW2UNJ0KgjMSnGcFW2GkReU1KkyWCaenJEkmoHc4F6sowm1QIpTBiT64FeRpRFhKLSgPpfIf5PKM73yFpoo4lAj+aYl94FT8cR3jvQA/VSpjNt5FGERKNNAmh9PQW+wzWR/hihpgN8YNdXCtBJAZfxx1V1pL4jSHKRb2/XF0BbUBHWM0qoLIwKqifvYjasGSDEXI0o105/OVrLC70kLsDph4m1lOPRvSEpUha1EFSS4lq5yTzfapvptIKAUZTWmVJez6h3ctJuwlSg506nLMIB9JJnLL4BtLzweOlJ1vrk6k+r124ytXr1xmPh2R5ypUbA9Is58ChQ0gJ08mYyxfOo6Vga/063yxeIoUgUZJUSZ756uOMBoPoeiclF8+/ysEjx+jPLSCl5uSZ2/jy5x/j4JGjVGXJyuoKR44eBcC5wFe/9EWuXb3CdDLhtXNnefS972V3d4PR8FUGu0Ounn+Vjc0tpFRordnZ3uLZp59BGc1oPGUyGuIW5tDCs7ayxBMvP41YTTkTbgO1N4nEU7oz2OHcxdcYViMGO7ssNtHEe/HMt7DeYuGpY/9UNPpeFxw2WAwJmU6j02LTg5VSo4XGymj0IxEU3mOcRcsEJZNocINrFAkuUlMIpF4hZAuB37fCDcGRyFaMbRY+TsTCobo5tdLoQwswmOCqEvHaJsnJBTwBpRKCKAmVR/Tb4Gpk7Ug8MYjPC5JmTgkErKiQYc+ESREaFoEOKVM3igRxJSPnoac4fHoNlWpm0/KmqqCBoOMZDCAcEoUTFoJGCUPHdLGhpnAFuUvQUt+sMcT+O9kjKSohMME0flGxl176ikRFPo8nUDuHURkxTLmh+IkYZV0xbcSZGtEsC0ZG9QQhwuLBx5JDyuhFEbwkGiZFQ6WIxkTOilACfPQgEMQdNyJKTPfMoqSIDplSxHAqQkAeWST4htEvorWzlwLR71E7h2zaQXuUxv3NIWL/H5EmuAuvInsdhFb4i5v4jQFqoYNcbBESgfeOPfLmvhqkuZ+VlFhXxwXeN0mVyqFISFWCFpJUJvvfUUuDkjXOW6qmNRCN2TS5aeF83RQGlrpRyIQq2jwbEfkliTa0Zc7UFigZ3UCN1PjmeclU0hRHkYljm3t/L+RLSUmuFEFIlDRYVzF1NVppfFN4+xD5M4nSUereGG95GTnh3+x4U0XD+efOs7q2QpLkFOOSrUtbiLUerX6Py+euwKykZRI2diecxjHcHpG322QYxpsjLj1/nvHWNtV4RFVWdA4f4NVnX4HxhKTbgTyhLxZRylDbKVLFKNxqWvHaC+e599130+q0483WEEKkiNniQgiEj4QSKSRG56jpFgy3CFmGb3VxnTnKEPMCgi3IZTtyAIh2mgqFxze3UST5BKI3vXBN/niqCGkXtTpP13raoQQXgaw6BHxZUVmBn1mqssZbi9nZot3qRUKQAlKF6Xch1dTlGFc7hFK0g2I0dbRNm6AlJYFJXWLKGQ5JZgSpEggBcyojbxkq7ZAZ9DodEpmTyOTm9wkSd/Ea7sYWIdew1EUcWqD2lgk1WW0x1CgZCLsV80tz7ExrhHSYuiZsDqjHA9TCHEiNVCoiBJtDrBSEY2twYAnR61Bj0dLg7QxfWNROBV/dQV7fQo+HmE4b0Z/DbeyghIXgSJ0nCR6XSvLaUrkp7M7wsxrbbdHq5KRZxsx57F7xEEIsSnQTf2hdtPGdTum3FHNLKfmiwQmPd3E6kVJhGujUeb8fWuS9p3AFWT5PL82xvmB7Z4Mb19bJ2ynXrm5y6uRp7rjjNlqJ4a677oxFA+Ct4+Dho7RbOVolHDh8hP78QvOkCOYWFmNqZZYSgt8nk21tbLB+7Sq2qtAq4cb1a7z90fcxt7BIlre478G38cyTT+AqR21LlBIcOHSQPG9x8vY7GA0HuAsW5zzdXo+Tx49zZb1F99wFdja2uPLqyxRlzYnjx5jv96mmU65duoDCU3k4evAgJ48dJcVz96lTfPL6FW5s32BltMri/DKnz5xECDhz20kuXLzIlY2rTG1Bv9tneXGZVt5GCcmZ2041JDdFmqbMz81x9NjhxmBGNeW8j4XZfvNjT64noqEPxN0YkaAXCBS2opvkSClRIcYwSyVwViFE0yNvevEuRNTFBRcneDxBWlQTIRy8o/RTvAnoI0sw14b1HeT6CNnrokRAdlOEiO0WHwLeR5a7lirusEN03fPNYhhVITdtufeWfoXCOxcXEBTSK5J2Qm9uEesduxuCclrvT/Jin5p4C5tfeqwrCUhy1aKQUwpXxAwKAUo1zIIQbtoA3zqZS7P/+4h7+qhuEpFcWbqCVEXugwtxEQkiFj0CR8zh1AhpIgYh2TcJUhhii13EnX4QeHHL8ey7ukYUSUu5n1wpRcDIiDp5otV3VOFFJ0wlNHZWEXKDWOgg7Ci2pxu5ZwBUanB2j898k9yp9gvYZs7zEndpC781JH3gDKKdU798AQbTGP6FQPbz6LiKwwfRPJt76MMe4BDYi/qWSCqiYsZITSoNBEHtK4xIMdLEPJSGT6mkJgmQquhPEUipbM2sKmLLQSgm1Wz/yscCKWapCB+LNdOoIAof1zglFYmQmOY+HXtL5aP8VMloCJbIWKwkSuO9o/aBVpLFWlUIFAIlJanW1E5EFUoQ+CDw/B61J5741DO8+9GHyEiY7ky5eO4KnbU+tbWc/dIr2KLkyKk11s4cpBKOS2cvk0hFNzc8+6UX2H71Orc9cIALF29w7vwmt7215tnHXuTbv+1+rDQkUkfYRbeoraWdtbGlY3dng3Jacuj0Gl5G85xIjg/0TRujImGGcNMD3yhDKCt8WREWl0mWjlCUI8p6Fj3r8fsmZ6nOm55dwAhD0AF/i+QrSrcSVHNjCgTB1qg7j6LVCfZuY0mFc5ajSQ/vXKzQXWD8sc9QT3aR1jG1lhGO48t91F23IdptqKeEuox3UEei1+Zw7Q6FD2xvDWgd7LE5maDagqQtEUIw114EYGNSUNRTtNWkSYt9mi+CUNVUX3mO9o98NyNKCldQuZKZG6AqiwmSRBWotsWNA7Lf4bbvOI3Mo9QwTAomP/PLqMV51NoCIPBXNlD3niEc6FP7itJbXLHNVrHJan6ImZ0ShCBdbtP78KOo2Ri3dRG6PeiuIC+sUzx3juTUYTrTMZ26QJ6+A3twgYNa41+9weDFy7zyynX6Sx3m7rmdy4Vlp6iaMKiA2NqFuS54jx5OWMoD7TSwcmIR0xZUbsxwMkIJQ8tkdEwspFxVMbIzMJayqijqimJakISEVLa49757OHHyBBcvXqSsCg591zHm2h20VFS15z//i3+B5y9eY74zT6vbI+3mzLczhDJ89Hv/CCqJ/XmE4IGH3w6A0YpZXVM0srt3vu/97GxsMBmMwCoWj63R6XYQQtJqdXn0w9/GfQ89yPDKLq3FDgtLcyz0+tg5x4//hb8ciV/jEbYuWT54CJRhafUg7//gtzG6/61Mx9e5964H2NjaZHlukTRN+Nb3v5crVy4zNzfPoZUDdPMWoq559MGHOHzHUXzwzPUWmest8ef+/I8jFHz4Ix9kc3OT3Z1dOp2MQ6vHmU4KsjwFEfhLf+U/Q+kEASwvLNK9v8Pp229DukAiMmpZIAkYpfAuUHtPZUu0kqRpDLKCmPy3x97WQlKHGk+GwIFwaB+DoVCmkUYKgmq4BHW0wA0hugSOxZjgK3LZJpUxsXLqJrRVG+drRCchyVYRGKrfeTHeP3edRK7Mx01ms1kVyNi60YGq8e+HSOgzQjU2SzRsdNHMDZJMdLBqQjGx+ImhN6/RxpMlhtykeAG1rZDEBWvfCyDcnIYLP8P5QCba9JN5fLXZIAkSoyKZ0FmH3tvaiIb8u7/fVrdgEB4lIh8i+ICtLfNZjiC2UWxwcVcrNEoQWwFCYLREyRY27KGogaCq6GggUvaCnBABrVJq6yBM45wTAmVtY1ibDygl0IpIRvQ+RpoLz01PB4uwTbJxiPbPSsRY8ihHjNc313E3Hocj4HAhNPdPg64EiSoC449/meyjjyBWegijMY/chURSfuFJ7HM7qLUlzD3H8UyjkdetyoEA1kbOilQSrwTWe3YnnsCMThKl6tb5iHwoh5KKXKegNNi9vJ9ujItHI5QBpoQiNIKBFsNqRKITlJCUtqJykeCayKQpPD3OW8bVlJZpU9gZUqfRl0MIcpUzrEaxwDQJuUnZnY1YTmPqpZcCbzISFVuKsiF7EgJOSgyGKlQEoRAiPlnf7HhTRUOn34KixG/tML60zu61AcdPHOf8q6+hjeT4kQO85aHbkHmX869tMLe8QHdtkUkdePqLL/En/86fwAwmOHOBYVnRXY4EL3HoEEuLraiV391FbZynd+g0Sia89toFXvjyy7z9ux4mG1bUmUTplCzJ6SagL78GxRhE9NLXtSOkGjcaoFZOoA/fgb1xHtQiKotEISMNmU4pfSwGgiip/RjbxIMmMiURTRCJCKQiB2DqJlhqXIj62lAGWiaPcJZ3sXeV9qnclHqPaCUSkm9/B920xdknXmW6scVcBnJxidnT52K7UkYZJ7VDvPN+wuYlsPOohRW6SwmDakDahokds1vMYvWrs0ic0R162QK9tEeCwV98CT+x+N0JbnNAcvowtbQUdowIkr6aJ89bzN24hss0YX4Rf+AE3AWlrYAC40Btj7G/+UXSh+9A3naaWnqsrQjHl6h8gau2SUSOEgYpDMv5CqlMESYiM4SSXV8wkzPmDh5GDrZxV1+AM6epjr+VbTvCyNi2mtgROxtPopAcOXCC+ewUp7e2eO5zz+FuXOfI2+5ndXGR1zYHDJ9/hfkkQYxnmEyRdxNy4BRXCa5PWae4IOl0eigrkAoSDGYYsM+tw0OrVJTMfIkPjlQnTOwUVezSDo40Szhz2ynK2iF0xfbsOtNqigue+YVF7u0cJQlJXHjQXCs9UELSZlBbrkwHACy2ok33oLJMqgjLntsaMJ+n6Pkl+vNLzfQHr+2MmNbRAyXXioXWHIfvmGPmYRxgPJgCsNDrYuuKLEvwwMgGzg8HiGs3WGprDh/o0106CBNNHlKGmwOyTsbBIwc4cuww/uwV/PlrWCPRK3O4Iyssd0WTIClx1Bw+dJxpPYJQsrTYZ3VlJSI1weA6NUFYhBAsr64yLKOjpCJBak2nk7Jt15GiRvosGjQpqFRJ5fa8FzISTHRlJBIilYjBdLUJyBpqaykjBIjRglE1I0ORmAQtFLWLBXoiEsZ2HB1MpSBQkZmU2lqsnzSSbsGN4hq9rEOqUpxSTI/3mbvj3XBjk+rFy8y+/Dwii8tw3EWHBq62rwtPFki0T8AUcZF2cePiQgyqSmRKse0Y3hixe30ba2fc/y1nsCGwtbnNYHPC/LGjtBJJYXXMHKCKaZqkGCHomJymPGFaT1ntHIifLAKykQFqokxdCRFbCzVk2uy3L3zwTN0kQugIfAiRGIkBXYBNMVIjojIUTdw4aWSTzBgzHmrv0TpunEKIBYMUBkTZLPiSqp5hCShrEDIghSdPkhg9Lkwk/AWY2hrwoPYcGKObqKBN8cQryCxHLbcJRGTDhoCjRjWJp3Hs2TvfHIFo2KRUTlifMH3sJbo/8GFCJ/JAQohGUg7Q776fcGMH++pVin/9KfThVdRDp0Ht8TS+VkEgo4uphIPdBWa1ZVLPKOqSjs7pqX40ZDIKh8FR00m7eBfNuKSM3BYI1A6O9A6iEHhf44Oj9CUdlezPoUZpJrYkVwrnLNU+klazmLbxCMqGh6KUYCHJbxY83rOYtOKGFkh0ElUqSqJ9YBYCpbU455CVxxKJk1I6pIwtqm92vKmiYeXIKiqTjEdjptMZ+ICdFFx54RIH24bVXobQCrXQ48YXn6PVy0HAbDKj1c3RuxNcMWV3Y4uZFyytLfLIt72NT/+bT3P6oVMcu+socwt90CcwDjbWN9i5sYPSmkOHDlL7iuraq8hizxsdZvPzzOa7aJOQSo1yEYaeLU8JUmGMoXPmPtwrz6GPnSE3WSNXCqQyRZJEhywhSKQCtecFP9trHVKGAkRKKhO881hnaZkMmUASWggkqQq0ZGe/Z7tnyAICvMM5R8sVtOZz5m47xFh48kNvjZBniEYoqc6xX36OajhG6m3k8ibpQ3fj6zEpEq17tFVnn2WbJzlaKLi+Tf2lT1PPSkI7QylQokSqKeVlj/jUU/TWFhBtQF7D45kpzdQkWF+QVIGl9ipZ3iWMh1TPnKO8tA7Li2R33RGlrcGCjkziBIlyPepQU/mKPVjv+uwaQgRMUy3P7IQEE2FjJfBaYq1jY3qFmZ3STbpkOmNc7sRdpNRUrqLWmvahNR5YXaa8sc7mp59kmhoW51MOLcwhR0PssKAeK+yszUQbaNUgZTSWqqNxmDEJiW8jrg5xO1O48yCJ8dQ1tNIWRqdYW9PSOYWdUodoJ9w3bUo1Y3cSFyTfWNGOygEuODKZY0SCKyWDF8aMjx8AESfnvWe4HMWcilt/Nq0dhZ19nTrXNZwYAowry8y6feAaAFvD+mVeXI8+DFmnRza/jF88SNgeMldPyLIE3ZHUQRFcws76EDsr0KFm94WXWRtVdB44gz5zCJcqCl/BdEQtC4qwi/QB7Q1SJzgb8Moh8bi6xtpAK1UEKyl8RRGm1MxomQSLRdNCBYN3MbgJBUHGIsGj8VTR+U7CLIwpqwkt2nRkj2hPE0dbZISkBhcLuWk9QdaCjulhg2Vmp0gh0SIhJUPouOIVtqCsImm2qhsIGo+jhmCYSxYoqhlWTNASJrbGCIecT0gevo3kzGHqr77A9GO/A0YRUo1c7pPceQwRBJnKqffUWCog2FvcZORfoGK2Qqjpz+WE0lGOCwianQsz+od6tHpdbBm4dHaLU7elzb4uxhjfLEu4hcFfkycagaN2jcBRaUKIuocgFFIahEgoizGpudnnd1imdkqvnSIEFLai8p5uq4e1Eh+qxl7aUIeCzETpZ4nHh4pARRLSqLbymhpLLWoSwIcarMDhcKEkhBpD0qgjIlpjhGhwWhAikmJznVDaCi0FLhTUDvCGTAb8+i7yrSdhtQPNYhbn0BgCNvMVShIVBsT3SQxCFtjg4+c3VpzBVpAKnFMEYoGrlMbaInrxLOWY/mmSO05gL97A/sbT6LtXUatzhLyFt9NbnswGEUEjSDAq0JUtnHfUro41kDTQcEFCSJlVBcgY3y5E5I4UVQkSRvUYJSSpjlbSaR3XGiMUmVJ4ajQ1o7KidHUj3fW0kj1sRzXtEc2s3kGLBKkUWulm7oztH6FiJFoIglBpKmUbJaGIKkEjsd7HZ1XETd6k+uZJ52+qaOgv95CdHlfO3WA0LVk4sIA0mtHFTY6eWqV34iBqbg6L48bVdW5/8HaSdsJoe4SUAls7dicFg+EsSjwUHDhzgI0rm5TTkt2NAd2FLtZEX/gLL19hOplx4v7joD116VD9JWTHNh4JcXdS44hGF4EmdRZnTNQCqwSvVNRTK9n0cKLNplBxJ6KUxCHjAu6byV8GlIjchsLW4CfRlz5E5zanAt419iZCE5D4xpUrEQajEoxK0VLhxjswGiB9SRUkw8EY5iROK+pQo6UilWn0szi9gh4vw+YWYWuA/8pZ2osp+doymNjPkkGga4V85TxhUkId0MtLiOUewRhkPYPxkLC1A6HEzGkYjfHrU4KsaT18L+Nqgs6it7+pwb30alxYXRXP7eoS1WqfiZhFdm6I0a1OBNKQxN6d0EiiQ6f1jUWrkAgZ4dREpdHzXwiQCqE0qiyQCIyMEi0lBF3TZqccoBFMyhFepnROr5CrhNapQxQXN0iqirn5HLYmMBpDZhgUNdevbGCOrFHhyawjExnWtJlUQ4KMD4koLaKokXMdajFAa40MikQFapGQKgM2RAZL8I0FrG9IS83uTmhqV5EkTdCXsEgDvQXYei164stuC9nrQKJvcjBuGYGmR45ANgjv1xI9A3zde31VUaxf5cH77kVIwdWrV7h+6VV6A8fqoTnmV+bozrXItUZs7VJdt+itbYqdCWVVURmJ6LXJ+im19lSVxdc1eSfFuxDvaREdeWyweA91sBgpERK89EzrGi0SXKiiIZCy1FaRiAwldLTACD4Wl+r/T9uf/dqSpul92O8bI2JNezzzlGNVdnWNXWSTapLdBG1alimJAm3LFmTSEgTbgA37ygJ8Z/g/MOR7EYRs0rAoATJEDXSj2U1a6mI3e6yurDErK4eTZ9zTmiLiG33xxt5ZlAyx6oKrkIXKOvucs1asiO97v/d9nt8T0UpgNZlMJuJNSzVJcgtQhDwy1J62NKjp76HKEq01WKtwylCLMPQaK8TGlBOhRIrNdKqlwVF1JeqElaGF0O00KF0oJQGG1lliDYwl0mrNLm5pmk70DocO/9V3ICvQmjIO1H4k/O73qNZiFnP07SV6Je+1FiVtdUBm6QZIoCrrix27zU42AOPJsbJfjwz7gZQTnVvc5EsoPXUBYsGZiTtApdYs+gg3kyHDRCBUFXZxFLv5lHdwTSwVJHO+xlXRWielbq7UKjoTp0UMaZSMejTQmg5FYCjb6cQryhMoKFUYSy9zcwWFAUUDNaNqRVfDNUpaVU1VcmKPNZHLlEuig9wHVTbSaxC1TgV1FUgfP8e+cZeytCglxEsFGCXXd58Dm7CndRbjHGYSQsLndt5EgiKhec2XHjP+/o9Qt5bo2yvU3JGLbIg5i/ixWo2aK7i/xC9n5FdnpPMBdbrCPD6hpOvgq2udQwYMRmtMNRRlUUo6s+LnsVDrZFmVg9W1ZqrUIuCqKqMiqOSc6VxHY8QxJPoZxZgKCktrReBZi8M0htYK/MsYhbMWZxqoK/mWtIy4dNWSVZEnJZ6CMnHtUp26OlpPECfp4qUcZTqmFMZ+rtP5Z71+rqKh3w589ukZr16vqcZweu8I7Sy7ix2z00Nmd05Qs46SApvLDYvDOfN5y3C+wQLPfvKc3kp1lcbIpz/8FADfeYwMvoSdriq7vmdzuaGZt9x76y5jDox5T9PNKJNQxSoPcYPJFSbrU65ZfMmItsEgoR8ZEZrUIqKda7GQENMSNwKHArZ6lMqgJbCkqAgkyhQfqpWouckQNZRixEIEpBJx+rpyiah+j06RHAt20TGOle16z/KwY0yCD8V6vHIMcY++s0QfO0yr4TnoiwtmaY4rHrylKnEusQ/UT15Qc6Wulqg375MfrGhUi/rsOXU/UptD7BMFd1bwuod1grFHnQdU6DEmSvpZLORnr6hYQo3UoyXl1gHhqCHmzYSgVahSqbpMefV1grOAnrzqenKwhCyLtlWT1qRUQf1WqEhwitZq0pFAazts2NEYCRvaq4o/XtL6JdVobEyYYWRxuhD7VgPaWcrLNbt+Q7tsqYenqP0erzVd1xB0i64OPWRUEDFVNUpa23WaAE92XI3BaDediqQwo5TpNCXCJWscpXJzLQoVbGV1x3N8tWPsI7VXVKMpxeM6D8aSK6RSbuy2rTW0OeJKQRlDNJbLmPmnyoRaMTljakGlQtrtuNpe8u4772CtZb++5NkHH3C3G7m/bJm1CTeAfr2jvnyNY8bh0ZxaCrurwhgyl03DcjcwbnpiEIR2jh1FV1yr0Y0AeGJJMn5DCIqlGAqKnBLaAjVPAkYHReMQkqDAba5nzhZdHcLsC2gsXntqzcQayEVm8InI9Zn3OgQxF1A6Y7TGK0eeZN1ey70US2SsAXKlsddEWTcJoOvN5qWmzU/cDQlnNHqiKWot/niyIqtENQ3+wenn8/Hdnvz6Ej7tUVlD2kItsJUDCN5J5sG1Ra8yOXI0/WZg6ANqIpDaxjDsBmKMmJlmtmrQesqSmNQHpRSqKVNRKSh+VRVUTa6ZIQcMCms8pYBzsrkLrjqJbqQCSvM5rOr6u5CQKxTUUqZNTjZmpZB1h4FUwyT9tmglv55qnPiSImBNZUJ5E1FVhON10oIJyjhN0dUSEKVR03oup16t5cRuhhGuRurZnpIq6tEhNJVSMnrSYMjfI0mPQxrJNeF1Q2ebG3wy9RpCXUSz0hrck1uMf/wx9fk5unHgNdXKpi+oZNF6VICDBn2yJG/3sN5RX64pxlKdQR+6qbNz3W2QtaFOTh+nPT2jjB+mnAlFlbVRFVSRDlqpGZSaBI6iN1BV1j5tDa6IBLEqRUTEk6121JKBInkgaEIVAJpSiqoUzsxwSjNOqZ2lTs8kSQozpdBaQrRsrZRcpAuukILUWIoSXY1Whs7O/rs3/596/VxFw6c/fEoZC4e3Dji9f8zJ3SMAUmOZzeZ4YygxohFU6WKxYNm0ROs4mHW8/9vvc+cbb3Nw64CrszW//+t/eDOT+dKvfIlbD2/JFMk2fPLpxyxPFhzcPqBZODb7HfsobfJrInCr51jtJr+yWFiG3NMi/m+n7ARjcYSU6KYWlgKckQWnkIipB1VxzqGsxueOyF7U1JQp1tVBjDfCKxXlTaSqGHMglYRWmpPm1tT2UbC5Ij/7GHX/McPK0y4c6XLPcHFJYz0xBJSWFDhVtQA60kh1Lc2jY/z9E+yzT4jff0b6ydNpAGzIqUCMmNsnmDduk26v2C4s+80zbi8foD58Bpd71KP7tL/0RTZnL/FNws4V9cWO8R/8Dn7WUosEv1TvcPeOaP/Cn6XfnbFLG2IesTGhnREle5Ebn5zFf60cZrqhNaLK3bFjSAOpJLzxHDcn9GnE5IIbAyZlove4kNBVU7IE6Bgscz1nYZfs0lbGHnFHpuV8eM1m3GOcoztuWT38IoZM+fSSg/KMeci0t+eUx29Rv/cHsLmivfMQfXgi6YbPL8hjJnaWcdwRa8VOvamMnPgSagr0ATDyvad4k0uvrcEYS4cVXcc0t1JK0S07vvTNBRcv9/SvR8bNhn40LNsDtLH0BXYVhixnwGNrmQ89Po7o1tPMDnm/KEIp1KkYUxUWYWQ29pghMm52XMaRoe8xRlT6y67lFx/fRtmG+uKS/HJNONvAuKP51W9y9/4p7dWGVx+94Nl3P6aUxI/++JPPMwQUXJ4ZZt2SW28cohtHSpl+HAhqh7WakOqUSWDxVYl6nYLXGqUbOc0XaRFopUT7M518KYbIQFaJeTkFNDFXUpLUv5U/RFvY1z0WTVNlkxP9sJyEjDIUE1FFUZnuQ6OouRJyJNSRBovG0eqGpAd88WQbZAafDakGYg2UYiclPGzqHm8aWStUi9eOGAeh1NaCagz60W38Gw8gQP30OfGT55SrHWiFOTlAfeNtsJqqCrUWQk40tFDlXjLaUGKhWXn2Ly+wc83sdE7bOYyVtMeUK2nq4sUacNoQisgsOzdHKcWQRtb9uXQjZ8d0psUqNXVrArGMzGzDWEb0FL6kqBjNJJ50AnIqiZg/F57KEEeKl1gma16Zcn2UMCB2KWCVkXDBkjDZY9iDiRIjQIOcayNJSdxyKgWLJbLD01CrnTQH4j6x2VBf7sgvzsljov21rxPLJdduEomX1oClKsFLG6XZx37qyDqMls6LVQKDqjXKMEpVauvwf+49ht/8NunlJdYq7N2FHM6mz/zTr5QGzFeewOsryk+eEX77OyKU/MU3qYuGrDIgVEnReiQq9aZQnVlPjKKZcNbTx57AnrmZ4bQGlUmpYqjSJdEinQ05gdGy7tRKqgVlwJkWo2Q8mGsmkmnwrNqWMcvaWosUfp2eE/VArCM5VVRWpBpwSgpx8YQYrC6UZCeXkGKfdiz8gmqqFBtVT5Cun+31c0VjP3vxKfPVHF20gFqMEf/u5SvqCPHVJXnb07z9mHLcSWV/eQUp4e7epbx4TTpcSNt4Eg6XmmSxrJVcIikOzNsjyYSfyvhcIpvtOY1vb96TVoZGdQx1xxgG6sRUSLngrGYXexyWhV9xNDshf+d3yF/4ClUZxtBzFS8pJOZ2wag25FKwecbSr+jrBkoAI4COGqNoGlwzeW0LnW5uwCoaSyyJq3DB/e6+bERB0b+84upHP8H9wiMCe1YHc4bNyKun55y+d8jt5g7X9shSC1fjOYnKzLWTRxiW/hhskrlVNZisMKnAomO37wl5x1j2DFlm6A+P3iH+w99HO0f35/4Uw3AlAkejMJtL3PoKd/tdIJJnM5QRQVQKgUENXO5fU4hoBR6Fb1qasqJWNQG9ZFq5DmvmdklnZhhlCCXQ1w1Wie0rlYTGsSk9q/ML2u4IfXCLXd5SamS8hPXZmn69x+uWxcGCnCNxPqIXinm3YPOjgX2/FuvigWPxcIZyioVvmdtDGj1DrwPbv/33Ofp3/hrhO+8TPvqMWhTz/+Gfg65h919+C328orx9i5f6glwLzqmbs4Ob2uiA2GEV1FQpdeRq2BBzwipLZxsa77nYr+XeM57OdHR2zvn4ikbPmNs5Ohpef3TG1aeXNC8+wz24Rb17i32GDnj9wSc8un2A0ZoPPhEh4S//1b/Abt9ztR7Y9ZkmDty+tcI/fUW7WsLJIT/4L77F7+VPUbFw995D3rj/iEd9JX7nQ+y7DzHvPUI9OEFpGOPAfndFKYXt2Z6nf/KSvN1hFnMR3SKns4jcM1/4U4/RzvH6sw2byx0rsxI0cuNplhZz6/M5r9UWax3KOUKE6vaI7U5BMrSuYVGPuGY5iKsJEoV1vJSiXxtyDihzbW/LVJXJxWGBTi1JRBLiNDgxx/SmJ+Uop+UqioLCyMod4LXQDMcom0k1UcRipaUvG4YkJ8LGWZwx7OsO4oxaI5JNwNSFdvLnGX/TBZuO2VSj0cbImvbdTxi/8wH+z30Zff+EHKPgqdF8+IOP6Ncj3rbMljNZC1KgOTbMbnV0Zo5VoLKTgkPnibIYAE+aEhIthsWs48X2bBotWIms1hpnW3IqjEnm3jPb8WL3guUk9jTX4xIczhoJU0qim5AOm4ei5MSLYV3P6YwnFzXlIFQu4iWZkZwrIWViKqyaFXMzJ6heWAXG45Vnl3Y43XJthdRYRkZUtjRG2vq5wqK5w/D/+V1ph98/xX3hIbssqazSPRDjl6eBYqd/L/R5z7P+M6zS3Gsf0DgNWrQGsqFXFJZcKn0aocBRd4fwrT+h5kT7K19mT38TSX79kv1lollqgzEGcKT3P2P87ofoN+9gv/wWpvGUGKg1SOdhEsnW6eBQayWWzG7sCTkSa2FmZpJSqQr7cQsEWi+R1TVDnwIQZGQz2SgzMrpUZk5VVcSoNaOrpfEtQ+o/j7qeHCfKyH1ac0ZbS0lJRK3aUmqmj3u0laAso4T/EMg8dI/Z1M2kxrBs1hveevMXf6Zo7J+raPjJT77P0cEhyujPTyyAefohtV1gFocQDf3vfofuL/9pht//LskF0nHDsJqz9CuMUqgqm2SsI62ZS+BKLdLWypHWtgQkZERRMGhUNczNjH3ZyYwNi9cNmcDlcIVG5nZCp8vs0h6vHQftEXfn96VoePsrVK0IaWAft3jfyE3qQNVCSIF9jaz0McpkUhmISeZhXjd431IKjLkwlJExDCz8EqMMBkNjWjSaVBUv3/+AYbunu3+L7WbLOAz4xYxaCnkMvPGVhzjVTEFdMtZ4HWQT6ewcp7xUs9pxNZ5xlTY427HwK5bNjFQy27DHAnbiSmQiy/ktwm9/G2UN/k9/iX6/IRMkzKvfkq5eSaFw+z4v9y+pKuOtI5XKTLd41ZFrpBBwgHEtJauJC6+wyhJqwCo3hbJUlIJ9GfB4qsrSeZhavV415KcfElpPOjplpjxDP/Li+RnjGLDGcrBYsr1cU6lkVaUwC4Fm2XJ8e0nTilq4VNiEDSvf4vwMb+a4PaS/908Axct+wydq5JlJ2Bz5kj7k9gjzJ/cxX3xIerTiol+T0p46Wb6KqqQYsc5N34UkDkJlHdfsY49Whrmd05gGrZToN5TGaks1EMMoBYwSJ8KxOaH/O/85KsuISx91uC/eQndzwveewSgn50Dl6etX2MaBbWmNZknGp4JOEf/OA9K6J/z4BXrRUN94QH51gS7IfNcaSmtp/sx75LkmMVJIjKHw4ieXxN2IqYrWNOirDfqwsnhwHzNv2e82fPg7z4jsefzNR8Qh8uK7r7C1pXEzuqtLivMM85a+XnD6+DYqKlxnaJaWbqHZxgwuYXQVHoAWO/Kq3EHrKvdBFVLoyEjIGxn9TPdGolDtQFXSynbMqCqQahbgWdV4Z5jlU0IZpeuHcBq25Yrt0HPcHTKzM7EGVrgYL5m1HY3xNwtkCoGhjhijaYwlxIp3ijHJybhMI0qbW0qpLNzyn27XmjiN4bR02KqmfnpO+P5nqMMF7ptfIFP57IefgJMuQgmZk+MFl2XD8CpiDzSLuy23ZifTwivrZ5nQSjcbWZ3+KUpsdMMF3gnQDjJWaQpOBIk3bXHFtu+ZtXPqlCjZKQ04irIMeUfKAwaHM5qUK0Y7rLZoYJvWcr0mfsM+D+zyhkN9i7EIAVH8/Q6Lv/k7QaGKXGcFJDUS6Blj4sjdBj1grEUrR+oL8e/9Lv6tR/DwmHrQkHRiyJcYbWlUh64eqr7Z2GudxggTKOw8XDB3M4yWToi3Cn7K31Kn/5ajpsdugedXxM9e4H71K8BPo6T/6aKh1GteBdRgMalSP35N+fg1KlX0nUOarz+heEUu/22nQS5lsk4mKgHFFDWuGhIJg2EsI9ehUdu458iJIyKpQlKJXEZmLLHWTvEJFpQl1R0FEYWmkohV9qSU8+QUksJp1syxWrMf9+haabQlVNDWMkbJr1DKcNCuWNpDRj1ilKOhIVyOPHrj3Z+paPi5xhMaRS6SclmmORYAR7dIcUDvXmOuetTlOcOv/2NyjPDkBJYH6KnVK0KvJEKo3HPSXourRKTSGKGaNVhSlTZkn3coNF5btCrkPNLnzKg9tYzkWtDaYYxlobrpcCAVmM6VsrmA0EMR01csEjtr8QzsMbrFKI1WnkaBzl5afMrhzIxUE4mAyVK8WJVpbIDiuRovYWfQe4vKawDiLsCuZ76ac3TvFt2q5fyzc8YhYBrH4b0T6dRMmthcs0TgYmnsTGxfJdPnHVtkDjyzM5zrpox1zTZcsA87ZrYDZRnzSCwjXXso6hcl87NYgnQCcpB8nPmC7uqSisEbTyyBFEW8pLsZrhoMmoIsKBQzyaKksi6TLSmmEaMtWRX6vCOkgHVSvIQSyWXgpL1Ffv0U2pbaOlIcWV9EEYqlzGzucUuhAtZdhQizpcd2HYmMcRbtwTjB1JYCTelo9IL9uKdXA632LP6FXyB963t8mra0bz7gz3/pPYiRP/rWt7j9za+hiiZ9+go+fclsZqhvnJBcIdTAmEeg0oc9rWkxytxQ20qpMitHVNAhh4kB0qCnE/sY++nhyDjb0QaL/vAj7HJJ+8Un1DCQN1vqJz1ZDdh2iX7zFhzMsaryRvwibAfK9gxTAt57VLegXr1CLxVuuUJ3M9JHL2nvHBPOt+jjFfrJbWIrJ529C5QkgsZUM2MMxH6kWXpmq4a2cbh0iAtrXNrDWGG2pJm/Iu5g83QrGvHWMzczHn/xAZvvRC6vdgzrkdwULj+7ED2JUTQzx+GdFUd3DtiUq5tuQi0VVRqSTTTKohCV9qTlnjZ8jdHiLIpxIFEmYJMm2QGHvyECihg1k+v+JtNBWtiJqqLM7asi5ToJ+CoLNxddQxYBYdEDjWupSQRoY5b7eDtErPZTua0wqsEaz0BPqoGxACi8m6GKwKpyjYwEWufxd1Y4ZSnnO+LvfJeyaNi83nH3iw9pTj2hH7g633Hr8Snn/Zrk5IQor0RWRqbgVQTVzipKNZMuQLqsceruDWmPM07GKLniDIwxyUjIeYyZIo+1YSyBUALeLTAkYopAxmpZb0pRgrpGUYtA8jo7Q2s5COUqeT+zuiCTKHr6e4ybLJwa8hQopoWloSdtgVUWVTuUjRRdMKqFoZLP16QPnuF/8R3UvRW1M2AyiiSn7FSpNlPUSKbi6+KndhxAVQxw4FYMDIRcJK5eKebmuviaYE/qupxpqOtL6EfM4QrpDKRpHHB9CJItcAKgo4ExB6xVJK0w9w9xR0uRmD6/YPzdH2IenGLvHUMr3bKbvVGBtxqlreCxdUVpQ8VisnA5KqCMxhqDM44+D1TAq5ZOtWzIDETaPMWYmwJKxPn7sp+YGeXzfVeJONJMhxlhn8iVEI2d4Vpe56yfnB7CCunNFlcavLJYNPt/XpZLEPiIrU7GCTVJiIy35KIgRbRJNI9uE378AvPoDmHeELVQwK5bfpI6lqYZWJiEHNeoVtHjW0RExrVAaupEGCU2pViiKEFrkhHCFKrUakch09pOomerItWMWh2htlfo2UzQsbVK5QeUKgpYqxRGS/yq3AiWqiuqxokcOVEIJ3FLazquzjbkbcKkjPVSVFSTaQ9b5nNHF3Yws/QHLT46bOvoDjqZmyuJri5kSi00ukWKGUNRSmhtE/XSG7F8WgwlJ8bYoygw6S5ylo1/inuHXKm5MJYBp5op+EWjXYMuksfe6AY7FVe+ZLxqBPM6iacKRdqxXEfIcjNLDPQYpUUAyZQYWApGO+q1FVNrynaNPrlHAfrLnniRcXPLct5iF4bqCuvzHRiHLRqjLNZbmkVDSaKWF3qP2BetcTCNc8Y8EnWku/cQ8+g2+x+9YLla8MYbb1JK4R/+k29Ru4I2DagFaoi02lDPBtJRC13LmGX0QxpF46ETVWdKkhtPo2/iZ40REqExMp6jSkcl1SgoWCxNX8k/+Qz9ziPCo2NUTnDWkT65Em3E3SPy3QPqUmKMG92Qd3v0TqFrRrmW1FrSWuLmVbIoU1AXe8pmjz45QN05It9dsjc7TNWMWezPTNqeIYyUlKXgWmiUU1jT0IyHmMtzchjR7RzfOdRe0V+MKC2W13beMDu18MYJ5XmFzYa+W5DGICjnrKDARg0c3Tkg5Szp48Zg8JSqqCpRlaYUSLWA0uQiKnqjreCJq6ZoGEioSQyWtRIx341IsBCLIiIz62u8sbSIFa1pKVUWeq0Nrfa0Tk2OARAMcUKk5BCzxG7LKKTQeT1RFeX5N8pOQXwQJ498KQWbJo1CVYxlIKmRuV9g7yzQ1sCzBCGix0x6dQV9S9QKrRWzbs6V3aMNdPbahv05kKhOYxyqnr5C2fSKElzctW2PKoVVvhbxTQ4MuT+ZOr9FDjs3LXglnVol/28tMr69/jXZXDIWN2GgZeN02qDK9PxjJoKqiH8V4r6oiLhRQqqmMXIu5AJOT5TN9Ui56qmbHt026Ee3qDOgJgEQ1YxRXngKN9fh873mupt97ZRrTEMumaQkWCvGTFJliuRQN5MmqkACw/mWOozYN+5Nh51yU7jV6fCjtQgkC5V6bZbQmaoVeWFQyxbrDDpn6otL6mVPHl+jOgPLBg46rvVNWmm80iTFpLvQlGqnK61EjKskVt07LQThWoS5Mblh4JqrkTFFXFzXDi7U9eWRYtNg0EbuGK01Hk9RmVa3cpeoyZWE2FerEtdgzBFXIyWD0UYEmteFyM/w+rmKhkJhRMBGpWRSDmhrCWVAGShdh5ov6Z6coi9H7JMH7OaBIe5YugOs9sQY0Vic8dgsrcjrL7JUEcY1zqJVuhEXLtyCkPIU1NGgVKGqKW9cOYwWR0RIAadHEdwYw/X2F1yDfvAW7pMPpMW2WDGguAxnzOyCEiUR1mo5zZZSyWniJyhQBmZ6BqaS8kgpkZhgoVv0hSeniF7C4m6Lqx3GK2zOuP0ezp6hViv8sWHhjoQuWIMUQUqKkeuCyduOTVzTaIc3Xk61JRLq5NqoCnKhzz197Jn72XSzZ9lgtMJWIxS1UihxZEg9Qx1v4levRaSlZCyGxrb4a6ZELfRlmNjueipYpGWpptOgRtTq2aTp3ytz3aDNnGHyIVslGQNFVVTKlOoYd4n9655UIrffeIDT8ufvNj3jq0S77HDGkUKhDJnFgSYHEZnVLHCkyIR0LYM8LFUxhEgwgcUbd7EvfkxOmc3VlVidhkL98Y/QT97GPHmCNoZytSd9+/uYh6eoeyuGpGnaDo1mXwOBNEFqpksytRO10bSumYopeYiNtjjbkEPC6QbfgznfE/cj+qtPuNi/xnUe3x5TjUetltTDGaH2hPFKvNNYRjXQHS1orCS37vOaYTVn7peY1z1qd449XRE/O8N+/W3ycUfPnsv+jMZ5wnh94hB30LALUkCQRFxbQdk9fn6C3m2gZCiFdtFiN1YWyyzZEX5u2ect8zdOmS0yh68ir5pb7C8uiTVDghoq21d7tv2eUBOtN8JOMEv2eY0mCZq2yiy7oiglTHhmjzUWVSzGanStpDJSa8ZmD1ZcOLVCUfIsBqVQU8SzmnC4Q05Y40WEPM19W91izfXhg2kzEgBTzJkxCRU1lUTjhFEg9kNLlm0Vr6WdnKfO2i5d0aUFc7cQYWaBPu3INTPTC9p7c/z9Y/KzVxyM52x+/BljVajDJQ/ePqWETNwPzJuWVXPd9nUYIpK7UKk6ECKgMtZIjkAtVTqguodasUoQz0WPFFXQxqLVlIeRIiFnGRMpPeV8ZGq103MmB6eUKolJSK7qVKAp+jTilMWZdrICp4lXKfd+roWxCqvBVinOqlCVJVYaidIecyRl5L7tCzw9p1xuYdHh/9R7k35NoHe5Fuma2A7nJKpcFXBVw089e5+/pJM00zOyisQa6ONITBXttAg8FUBGlYbaB9j3YBT6zgGl7KZ1T97tNcjJaAnYK0U21GstjtaQk4y1lG7QD05oHtwifvcT4gdPUVpjH94C58DJ91C1wRoDplKrYAEo14ctMyHTJe5AG8fKHMqYCTW5TTROWbk+ZPn9WRFItKYjU8g1knMl1YqhoSqpdBQiqtQY5saQdSIquZNrFXxAKuKcSNN4ZRe30/M2UVd/xtfPVTRY6zla3JeqPfX0YUuo4aY6dmrKu+93uEWLCnuazmHaFTO/oB8i7//Jd3n06CG37hzjtcXgGfOAuItFoNbppczhjcyZvW4Y9CR4dJ7WtFhj6LOIo0rhBkt7NrzmdneHWAPGGqmKa+Wy7Dk6WmE3L6njGnXrLrOywGrZ5AyTHbNmdvvMq49fEvYjttGcvLPkcH4AKJQScNFyqh+bzlKTItvMZbridtfSmQ7rPXp+CqeJ9vt/RHj8WCJulcZUR2akoWWowxTiIg/e0q2kLVjKjU4BpO1WamGX93yy/UiiWaMkezam4aS5xam/BdtAVRqV9qgXH5NXhvPhFa19IlnrZBpgX/Y43XI9fLhG2namlUAVpBMx1B1OeSrXwlSmh00TSpgsWRXqVuLOGXFacWCOafWMPfDDP/gRxXYsby04fnSAUUmEc0rjmobV/SXxdWU/7pndbZgfeTql0c6jamXMCXLCGEWjVmQCqlpa61loy/KsZ/yjH3Pv8DafvHzJ3/1bfxMFfJVDbDNjePEh7L8DzmMaQ94N6GcvcLOOO8s59guHcPUSfecWV3PPZpAxU62V1jRYK6OvkuQ7KrWAK2hXiGPBGc9Bcwv13R+RP37O4l/9S3yye04oI5FIMJZ6D2BDkwLX1LZYM4U9QwhoXShqT6UyhkDJEFLGv9pgv/8Z5WCG/uUvc9nt6fNrYpLiewgjF892dL6l9Q3jLrI+37O459EzxfU5OiaBkpnJauxcw533TmmOHOO+oqIEkPkHWjI7dme4GLGrFZyuOD8daZzj8sd7Lj7ekPVI3GaaQ8fcdMzrHFs6sh9ItZIIslBOz+XCnqKUIZMY04A2QuVsrKcoT8yJTjWENLKwh5OlsDLWQOcPgECcNAgay3YcUMvMEKV9O7MNo14TS0M7wW1igRQcjdasmoXMwqPCmwZlKmMMqApmko4HgjA0JitlJOJpGExAm4HOtJy4QyIzPrl6xk6PLH3PQTuHOzNu3zvk1fsd809fMr94jf0g8tkPXhHOzln84hPMkzk5il0UI9dF4qUdL8bnnM4OBOuLYmY9zhaGaNjnPZWMN5oQIvNWS1lTgSo6B2cNMUn2hb2hMO6pOVOUkkC8poVxyzrsSDVhlGHm5mQys9bKalMyfY54AyMjOYr1MhEhg6ktynQ01uCNXKcxBfa5p9Uth80S71qGX/8WddnhvvAAffeAlHbAdaclo6YuBhmStZMuS07Wcp6WzkmeFCfy62LGtLTUqsmmJ5NQecU0S4ViUU7T/+M/oH37HubBESFLwXDTgLl5OUFgg3TalCXFSE7QOAXaQlGkZHEmEAD95Qc0X3sDlSD95u8Tf/IZ9vYx5miJnTeox7dxdeL9lErRkZAC6JFYoiS6GktDI2wOHGORsKsje8jInpSlq1pqpeiMmZw+ucgoVSuPMzJydkVcgLVU+rwlkmlpJ9cJoCrbfk91XnJgpv0i5kzXSLfzql5yNY3Wf6Y64Gf+SSDGwne/9V2evPeE1fGKrl0ylB4VP29tKKVxtmF84yHu7gnOCQtdK0MIlxwsVnRtN4l7HFiFTf6m+rHaSsWUF5ITkUf6vKfTHcZ7sUjmQC2FY3/MWT4n6iCEO0QgdpEvODIneN1ArezLnpi2mNMnpPFD+n7HbnfOJq65O78zvfNKGAMfvf8U0zjMsrK4I8LGl99bs/rqIdpNbS1VcMYxpMiwj5jGsZg1uCawD69Zh5Fld5u5P0CXQvCKkUoIa5yyNK5joZcMdY9R4rzYpy0NnpEr5m4uJ8WSqKlirCcDY+0JNXDgDzgfzlAonPF0dk5jG0YGmtUJKgeqMXDvCQdxy1F7SKNaYRFMM66FW3E5XmKUdBsKkUZ1E3JVtOmpBrGRAdkYaXn9N+LQJLlQbqNGtYxlnDQlmhf7T1m98RVOz39Ad3rA/N27XPavSLXilcNQUSUTdrIZgywTIQfiHoz1LFzLqMWeJrNnxby5Jd2PMeN2kfTpM+x/75s8NokHNaNionm5Y/j1P6B7eBf/xgN0Z4g/+TasL+i++KtiVRz35KuX9P/gezS/9BWcO8TriFHiFujzXtL5JrZHX0YaLQ9aDoqUDNZqZnaJj4WcCtkY1GrJ+vn3xVmj1c1jdjVcMreiqI8l0uc9Gsu8E5vnGMUIqhBSZ60V1Vj0yQL/6JDx1GKzoUkt7AzrD/d8fPGUpmh2aiO+73mDfwCxDXJ0q1JQL12DyoVQCtoorIU+RPyhYuz2WOVZ+eX/n4W1YlWk9R5SnHQ2Ozosag4ui96l11vIO2ggJHk+qJBq5hrpk0pCkbFKGulj7YkxiUBPOZIZIMEuDjTG4Y3BO4Wn0lPEoqY1JQrNlSjRykMdebnZcrQ4ZukF3e2VZe5mrHxHH0ca4znoZhy0M/pQyAQa3+Jsi1KGfdwCSDdJKRHjJsFS1yGgCmRT2DPQKc2D1R2ebV9yMVygySzbFRQ4fOsY89Zt1Fh59js/ZL0/5/SXv0B3cUH6T34djk5pfuUbxB99RLpYU0JCtw2PfvltuS9ClEwXIosoJNJd2E2JiS3Gg6pO9GW1UJJGWcd+3KC1w076G+EuGJpG9Ge5yMkZAyu94KekjHTqgCHup+RHORCMk7PGGYev7eSAidjScDme46JhYed03pJJLJojWuXQrzds/9F/jX/vLczb9yi+kNI15VFok6kWlNK01lGzJqVIRHQB1iqsU+SkIRkSe0a1Z6aOcGoCEBXZT+ZaxKqbeoWrXnIbbJHDRijgLLk1xCRFg3gIfvpEfU3iFF+FOPjClLAqnyuTbtSpMRd8TdgsiZ3uL75HEx3hwxek15fUl5X0u+/LPmitjGROVjTffIuaGrQONwm7tkjRWGui1S24GX0ZsNlTnKyBKUuhFrOsR50VGvA+9rS+BUYE0yXvP2bRAgKMZSCWEeMqbTPpPgpiibbyM7pYcpEO/g1b6Gd4/VxFw2//599CJYkRvfXwNr5r2Jxfcvz4CKssV8/X7K8G3vrq27x6cY6rifX5ltAHbr1xi7Ad6dqWpmnYnm/5wR98H9ta3vnm21jrWb9e8/SHT+l3A3cf3+XWo1Ns0zCEHUMZKMA6XEKFxog3ed62nPV7dDU0yss83ypyzYx5mOAoe7S27EIv0Byt6WxDUp79ZEmJm56rlxuaWcvJ/QN2aoMyCpMtgw9cXu44PFrgbDPNXBXeSPtuNmtYreYUnRjzueTPKEOJA2V3hVusmJmGy3DJriR82UvUbQVnvGgGqqavA43zbKNYYZzyaOMoJLzqhHCJoejCwi8mER+TTzwQM1i7B2fQwx71/FP8rYeoaSacsmS+d/M5aneGsoZQMznuaJ2fbK5TK21a6DMFtBjgqIqGjlQTMY6g9A1wxKuWUsskgpTFJxEwrcyNc4mkJDqIkuU7utE7V9j2O+bzFbP2gIWfYRwYIwwOXwTyUmuVKvrpJf72McVA1hX/i2+i5jNy3suM13rGW5rZX/3z5B8+pd+cUw6OyI+fsLLvUbdryu4MnEe/+S7N8hbp2x/gdmuO759w8Pgdzvtz8pDo80CsibmdMzdzjppjxinyWWnF8ewIqxrib/0eqhZ47zGvdi+ZmblEtVdNTplcE0fNMblk+rQnkWicgJGsbSZftZLF0C1JYU5TWmreUpTCvvsWn+w/pSIzyTFHki/M246yDyyO5ixPF7QLzfN8jlFaoFRKrGvZQMo9ajHHDAP66UfsDzrGGyFxZFA7zNQZKPNOxhj7DMrhvWafro1mop9QTuHUDKOqqMdLwVWZnRaTcUYYJPu0kxFYjcLgUIomzZjpBUPdyc9rR0wBVad5ObLAmerY151M/6uZwGIJ66U71ijZ9LMBnRUxyQkNo9A4nILiLCmPjEnijqsqgkhWipwjVQUpmpkRsyQH5hqpKhKSZqKSQS4TRrrBKzj0B2zjltfDmsY0OKdQ2ogzjMS+s9x9+wHm2KJTwewUpfX03/o2pnO40yOwnny5If76H2HmM1RjcRqcLriv/QKmbMWWWqu4mEwrBERdsMCkA8RpNznHFH7KpcgZ9nGcnmfRJnRmBijGEoVdUArJRBk3TxZUgyJkiTRvlPAiIgFfZbzkzMCQenZxj4sNB/4Q84PPSNsg3cNvfAF1/4hiZG2SoqWCTpTJF6cxE3HXTbCw67wPyCljjCPXiMmOpi6nBE8EFT1RDY2yRLY4umnt6THW38Crpj3yp9Dc/NToQ4SC8r8njkXNKCfqglQEfW6NWGaN9uSsbyBWBkNSCWUzPDhA316J7iTcpa+j/J2bQH2xZfzNP0ZnhXlyC3v7ALWcUWNGa4ve93DxCrXZQHMCj28BgSEPjDHQ+AVtFW2CwZCnDPJSJACMa/BgFXw3aBot1s6sMq129DmIlsJqdNE316NqSaJVaNyUr/SzvH6uouHVx69456vv0C07Qi/Y5xQCx09OGPrAxasrtud73voyfPrxS9TZBdpaZssObTSf/vApD965Q01JULaq8vKTV9x6dELJlfXrNduLHbODOSlLcElVlVSFtV6ReFerHVobxhqoKYpQUItFMZaALYaxDlMOhIRxaGVIKaCUXCQ1KtKuUolcqQ05QNWKg8Ml7bxhHzZCTNOO5cGC7fkOay1GK3LMpCjK1pwK2oAyVZC1Svy+VUENI3a/x96+xzoPDFmsMo0SJnyfhukeFhGNNZ5Gdzf2sTotBhHB8+Yi/zhlOPArUd/WKvkTSlhvpVR006D2e+qLC9y9NxlST55U41pB7lbY/ZZuNicZS9XX72KazU04W4mEHTE1E7MIBZUqDKGX87AVP7udMvf2ub95oEsRgHAqgWoVVVcySdS8RUhppVZSqRhXSTnjWkfsA8/XG15evMI6izWOg8Mlh0crVqsDdDX8V7/3e3zlT38T4x2ffvIJo1F84xtf43e+9Xt0i4Z3vvgOft5iVi3p+58QgwBQ9iajWs2sdFAnDkfXsjttaB+coC62qBdrrGpYNQW/uksoop1pTENrOmZJYYvgkHVQmE+eUVMRfv6jW5Q7B2zGC3JNUlhUhVGexjTCEyARlESwm2nRynKIFngRBlsd1jWoT65Iz87IVzvqIJtdyGH6J5EzHN5dUMfA8mDB8nCO9bDdCcTqusVrJ5xszglTC6REHnvGbOiTWB6VEqFgNbKgK9uiTAQGtPGUmol9RUWFV5amaTBa0doZukJWgotWaHFYZSXPgJLUS26WcahoYik02omVUF+L/xINHQoRmhYUWllyTWgKejLyJyJaKzwNOX8+s1VaBL5qgsCUOjmgVEHVyLWQOZVIVmLRrjWLgA8R2FnU1G3LgpdPEatacWSUCdRsRXzYuIa+DOzjftIlFXLWk7i5oFqDPZpRm4ryBbVw6Pu3qBcbWHhYzcFaii3oksBZVCqokOR9PT1Hn1ga3cqYSUn9EmuUz6vU5OfPcg2riJZTEQdEUXKPgAhNi5JnNuVIyIFcMk7bqQCuYgcnEwuMOWKMQyQGQk2tKk8ppHXCYItwz31yhd4nqrPkRUO502HaSp30NBNglVD6afMT7H5SBasTJRdM1aAVZUIwSBsfLBIzrupPCSUnwShKo3ECiiuFrAqxZNx6C10jbrHyeSz9f/OlJtF9mRSQTmuUcjijJjZPnbIrps9fA7VeKz3UxAwx0FpUNx2yiiUmSKrgG02jHXm/w2ZN3QXq0wuqW1Nylj1tt0atLyEE9GpGDa9wJGYHGt8ucFcVc9ihY6UqjTYVPe1DzTSSuY7w9vKU0OoGpcUa3pqOXAxZFVTNMoQuoLTBVHuTDeJ+WoH6z3j9XEVDHhLvfP1tbt+9zdnTM17+5AVHdw8x2nJxccX6ckscAiVlPvnoBbPVjIfvPeTum3dZLpd8/N2PefLOXcbdnjEmDu4sefrDp2zPNmwvd2zXe5RSPPnSE0IYQVdijtOJDTKBWKKQCBWMNRJij7OSaa5Q8sAUx1gG0SpoOSmIQyGQqoIRwus9wy5hdaWPe3zrOT49YnU4mwQnCasM1lqWRy2vPzvHWMmBzyEQYqQWJVQtk0TcVvYT0UwUwZSMiZHcLbi8/IAhD7SmE4yy0qQayMXeqPNb02KVp7UQc+Q68lYjD3afe0rJLM0c52Y0tmVIw8Q3F8RxzQq9XKC2e8rrNdoqxrAX37sStWxuFvhdTzdmSudJtiXWcNOuFFtPxWgtQT05kVIvRYsaWV+e07S3pCp3Fd0YCRPLo2S7KyNjW+VIaRA4jr4GKhVqVbJwhcLQS3Ki9ppu1rA5X/PBjz/k9//kjzk9PcIaz+HJijffesJXvvxltNf84x//gPtfeBvvLO9/8AOevnzN1776FX7j13+L0/sn3H/zIQfdAXUfUV1D9Y5YEkPesh4yzeEDjLPUFCg1sh2vmH35bfQPPyM/v6R+8pLV7TmHyzuUkihFuAHeePL5S2wZaJRDj4bw/gcTltxQFnPy3BO3PbGIde76HuysKP2tsdjiqLmiiuBkay4kpaBK9HMKFWU05dOX5NdXEmv80TNm78wJeXIhYAhj5OCdGU61dK7Dm4ZaC4fNgsvQM/kgBSZUIZeMDQGTM8k7QTLncYpeNkJetBWDw+DR1ZKVliCwmAjrDAM01tItZjdKe0sjolc9kGsiBlHf12JIutDpuZzcp4VeoYiMk35gag0DmIItRsKvJp+AkZ+anl9B5mYSpjY0umNT1oQcJ1icFCXXvyeRMdVL89ZYnNHUaunHSlAZbZSMnqoM1CKCVa+5UCenVtYBW7wg6GulZnWzamptp4yZqdWMYtxKyBAUjNcMquD1FFLTNvDgFu7+ESmN8glrpfgZ7tEJZQhwvqNue3JM1B98gvryXWFG2GnUVSeXlHLS8awFRaGoiplGaTEntGooWj5XqXkS3Yolc4gDYxlRKFrr5b0a0XKkXBlLJsVKUZWx9mJNVVqEtVM722pLZyyNmWN/8CPUm3ep9w4oK8OYNtgQ0EqjsKgq1LQhDTSmnRwhYidVbiAVoHgpQrRg3ivi9jK1iEvuxiJZJyCYRGFrZmQC1EqtmpAL/ulLzPFcENIlfT5yu/4jFNfbvqxIVdZOq0VZZ7Ula3H0Fa7FklP7Xqlpva7yPSSD0mkiPUqmyhj2FJUoTYd/45hqjiAZyocvKGdrai8d4khFD1Joq2YpJ4ePX2FzZfX4FH3UwdkV0YPaK4oqOKsEj61EuJwn4BlIRyUrMDVRaqKpFa+gZMXeW3nvFKzS0yjLTr9PCrif9fXzaRr6yPG9Y5quYexH1ucbvvTNN9GlcvX0ijpUDo8OKSVx+eKCX/of/BL337zPbN6RY+HixQXzk2OefvAZLz55RnNguXxxxdHpLaxt6LcjFy9kkTy6c8CYImMciWlkVzZC3Yp7YolQK62Zc9yesCsbxryX0CAjm5VJI7WK5StVWU/2aqRsDfF5z7B/hXnrFru4Y3e1ZaVXtKtbchHReCWVvdLgW0NcD+T5jPmqpbntSEcDcS++aqUjISfGDH3qsdbRuAZTFXsH57vnnI8XKGThjtenV92grFTJYw7kGJlbOXFpUymlsokbFn7GTC9ZmMW0wMnMymnHtuwmRXhmrgC3pX3zFhoY/uA1DtiGLXO7lIU0FzCKeucJ48fvU2qArkUny8hAq2coPFUJVEtj2bPB1B26VMaU2X24YWxmwEB31HD4aMEubTlubhFqT63Q+I7b7SFcnbMfEtVB3hq2uscoQ9oV9mc9/dVAUJnDNxYc3Frw+uKMs/Ulfd/zL3z1L7NZr/nPfuPX+fYffoeZW/CVr3+Zf+V/9Fd48OQJZ2dn6MnGprVsPqYaXPbookkvXuO+/CbBRHQZudc+lBCZIuIiozyxKA79CUpbzHtvY3/BCMv47Jzh/Q/JH35M7XtU46lak7Z7aDzZGnTXYn7hXeZffpfdb/wOScuW1rk5qk7YW9NKt6gEvG4INRCLuGc6M2PlD4h2ZBd30hFSI6BQZwUXEv69NzEP79D/w2/h3/0mC5fIJpJyJus1loS3DdZ6lJZCSFlPHDbMjac1jkBBhZHLYc+xmdHMFvgaUWovI6lamdOwdC3aeRp1iI8VlSEbcRlQYbfeE4aINhq/kvnyZbhkYQ5odYMzBpMN2osYT1T6iWgCKQay1cRaSGnAmsSOPSTxzaMk16Q3IzaJQNFVg1MNA1JAD0XGC1Zp5mZJnjZ8bZRk1yR/Q/Us06KO2uPxjLWgqTTKsmruUNROBJu6om3FA45JAKnEMhyiTNECATcJpm1tblT9Bkdn5qhGgVWk6nj5wceszzYUq1jdmbMriY5jdDMnJUOOA+bazjlZ6KyubPqX8uceG8zpEh8d5UefwR8Gmjfvo26LEDuWKwnoQsLVKIXWOIhp8uGL+2BfR0xW5JLJRdDnjba83D1HM9Elp2weIRlrnCqyaWvF3LTkotjELcoUoWnWDm+uu2MZVTWr5oBhs6Xc6SirQsw79nEk5cLMNnhn8LrBlTmQqbmyR0ZSTltSFLpqLgGKwSY78V6UjAOKFm3ONIcRC62gro3y1BrkO0uFUhW6WMbvfczyz/8iaalklFOv7ZuSzfC5vTAi6ZWi4RKhdyIl0QcoJbVeyBVrK53rYArlKlTO4wZdehQarzyd6qRorsLkGPJADWcCEdOWozeWNG+dTh0vSGVkYRZocx1xPuDVm6htIH3wlPD+R6jbB5jf/THZGwgRhkAZAtUbcbhUjaqSR5Eag7GWOI6QM8LohMY57BceUm4vUAuLU9JRYUJiKxRB/XS653/36+cqGo7un6CUJpFYX204f3HB4u4xOMMnH3/KqvHcu3ObMfY084bFqqWqyOXVwLiNtPMWpRTr9Zqriw1v33uD/9m/+z9hPl9y/OiI1Z0FH/7RT/hP/r3/N//a//av0Kw8EiLb0uqWl+kVtxd3aHCoAoEoVEZ3SNCBXdyxjlvW7MkloZTGa8/MzikkrNakHGjmhbtPDsiPbnO+fc3ygfhaX/TPmHeGuOnRbk5nJsiIgtndA5aHLe1Bi2ohjXtK6dnEkdbOaW2HsVXC7qwnX55hU8IvVvRhjZ/YEOLCKby7eFcitxFrnC0y017aJdu8ntrXikSgVR0vh5doI2OMfei5ilfM7Yy5nrE0C4Yy8CK+5KF/yFgGlM2oxRxef8zR7JgxR8mUKIGVP2BMCWct2RgGMpfxkn1Yc9qe4I1E0Pa1MNaRhT4mq8J2s+HsaeHkZEX7qGX9KrO73HH1x5c0bUs6fUE3b6QC1mIp4/Kcg8MZWwz78zX2JLF+Htlc7NDe4G572sPCreaIxjYYD+3ScPfBbb7yK1/HVMPZsOXp0894/vwFX+Or/M2/9Tf5G3/9f8FiPifHcVrEhJD3wQc/5v/5t/8OH/zJ96nW8jf++l/nC++9S+dnfPf97/G3/v3/gHGInMyXfP1rX+Vf/xv/Bna+4ve/9Xv8+m/8A37wox9hjOJXf+0v8m/8T/91zMGC0vfY0xX2cM7YNWgrQTYxR3YxsN6+RPVbTHI3z8oubTlwR+RSiLkn1kCjM8oI0TCRuYwX7PIab5oJ3FKJqtI5cB98RnPviHSyYF+3OODAzTG6cDGesw5rhhy5vDSsVpWhyBx4qRs8ilvNglgroRR8iqjZkpVydGPGlkxBs7IHNLph0S2Y+xmd7oSQcnVBff2MMO/oT1dcDVeUS0O4GskhYlee5rYi1YpTnl3ZMtQ9s7qgocX4ysiaXAO6OmyRAiOkPYWCV44FM9asCTGKRZhK0xpUGRFAsBUBpYosVMf5eIU1FWu0WAf1QNAQYxI4Ep5WQ2dWbNOGTbgk1sDd1X2JdI6RoSR2KGam0DgJVLPXBQuRVGFkQGnJ1wAIsZDrSE4iOlbWEQnkBElL5kzNULPn8tUGO2+4c7JgdWvGfKnZjD3rYUc5POLg7gpSEFu5dZNfIE+AOdiHjFGFWiJRwexf/ArNy4H44TPqdz/GzDv8X/gSV/E1ioTSBj11Obx3DHmU8UwxeByBkaqZNleBsB27UzZJcO8GR8iZznb04QprZQzXYNiGLa2ecThfUScWRioDRYsYVSmHHit8+yc07z0mOs8QRvosBcOBnWONxyiHQosuyBxzkS+lritC5DTWM3cys0+lMEYZEUX2WPzERAGhJgc24xpvHJ3rMDaRIlg8nfUoJQeGAUjtjGIiqQZCTRy6Q3KSpNTrbkUII9hxCsmaxh9I8JQ1MiLWCtGqoEhJuA5KG3KtzOySkqMgvnGUVBmKaDac0SgqIYwoYF5lbLevCUqltXI4uRy2pBKli2BaRi7JJmK/0KC4QyRi3roLMI2wDc56YnRgAkJXlXFeoxc3pNDyU+OGstlifvQc88NPqbuB4iX5tzoZDaIUNf5zslwuDxaS8pcrempfA3z8g4958eMXzN99QntwwIuPXnDr7hG282QNfRg4f3XOrUe3cV74AwfHK5589QnaaEqWSm9xuOStL7/Fj//4I15dXPBgeY9iFFd5Ta2wTz16NFQ7o9ENjfHUXNmmNelayAPMm4aSm6kdr7E1cRl7aj+gtGbRNHR5ZHj/fU6/8CV2uWcT1uzjnlynZMbUS0xw7vHGM4xb9o0iqEAOiT7vJsiMZsiDWGIoUychkHZX6KpJt+8z7i4mcWCdOOWRH29/TGcaTtpbcvMZ0S1sxius9aIwNxmUzE1b28lmXhVR50kp3KInxnjKmXvze3i1wK1H9C5QjMLuA6qbTxjehNWWUMbJx1/QtULKlByYm7m0ypF8AIVirhfsw5n4mKtG5Q3qzgneN6xOYXbYUInEqukvA/vzHqvE3rU3H6MuC9lpQk6EfSCfnZG6JcsHLcZLfknjGnZlR1dWlAibi54/+ePv8v/423+Hfjtwfn7Bo0eP+Po3vgbAT37yEdv9jvmsAwp6Kr6UNrgCDxYr/tX/5b/Ft58/4zd/67cYwsif/ZVf5sHjh/xv/nf/a2bNjN/8jd/k6asXfPSTTzg+PuY//I//Y775Z77Jv/zX/gopRP7vf+vv8MbjB3z50Zus3ILx5QXl/gmRyGZ3RphEtqVWZv6QVstDXadTx8ItGEqPLgKE0tqxTRtI17wLAfU47enMnKCk+GlMi/Mtaheoyzlx7ghpj/3mlxj+v3+IaR2ruyvMwX3UwSu2L3sGM2BbizeOXk/gsjxitRX0tWkYU6Bxc7ln9j3q6ozFwS2O11eYzYiu51AU2hmoBn33DWgg1x1aR/qLSkkF7S1u3qA9VJUouoinHc0uV5KKqGpvBLWVSp9HnLO0eUaqI5nAVZHQMKwwQ2JKMHgCPVZrnCngKtUKijymis2VackhpIrO0BhNMhMQWFUa05PiSK1FiI01EJXGWgkGijWxS2tKXdBaMJIrjTYeYmWXhmkwIouusxqrNDELVj5HwC/QxjE3gkLudc8ubTh7scafGOaHFj8T9kCiiq20RjbjFboKrMpgUVXgU7oK66Z1ekqIzGitCLUnnmhY3BVex7MN+fd/iP7KXbyVtSRNaangaIxE15cCmUjDnEQgqwJTXopWhpVeCriOylgGoKNrjrBKmvYFOJ4vRFR80UOq2KYlzmZYNClHtLYSpvbBD5n/S79Cb7bYYpmzkMNczoxlS1OFYqtMJeRBnB1TiqdF0+kWlbyMtyo0KIYkdnulkNHcNZgJiXIecyTVSlstBod1hpqjjAmLpu4G9LoHbbFuGq2kQqyBWDIaCfTaxIEQIoftCmPMtN5XKCNzfwBALQllilAwdaIoAehZrADtrJ9cGZWoxTrZ2TlaK+lqkuXAqCO1JgSTrSlJSBHednQsKGS2+YqYB6yxBCXan4pFKxhqlHF3ztiYyWZBGHZo26K1jBK1jjgLMQdylrFqrhXnDOrdJf7tY5ragIKQA6YqoduuB9bf+qN/PkXDbr3jk+99zP037+HbFu0M3/7t99EWukXH/HiJ8p71qzW3Hp9ivZ0yyGHc7rn98ARtFEd3D4k58MEf/pijwxUnD2/x/JMXbM43lFRoFg2Hx4d4J/jNznY3s1etNE47GtNSVaavww17O1exqsxKOxErRRV7Hd+ac6EoTWgd6bClUQ5evCQsWqyxaKUZk+QK1BIQNkGhqZkxB/rSo7JgbEOZgmW0m4QoZZrhwcx1MivMhXA9P5uCTeRV2ccdChjTiDLSXgolUqosIlJciIo21cTMzLGTtbFSOW5OiNP7oFZa3Yhi3hp4uaaud5hbM1hKiJGeFgSQsC8QNKtRFrQIGr1x5JIwCCSk1ESpA5Q94+VA2CfaE087m4tQ0hsaL9Q6nRM5QnUyG89FaJedGRh0R1SVogs0Daqp+JlFGz2JkWA/BW4pDXrKjV+ultS+EPqR7XZLCKICHsdRBHDXN+bUbqy1cnh4xNvvfJHHb7yFOTzgN3/zt3j9+pWw/iO8fPGaHCJPP3vGuB9Yn10y9gO1wq3bp7zx5mPSmLl//z4/+uADHj98wGK+IL9O8Cc/QS8M9sgTrSaVQMgDB92J2IS1gcn1MmbR3zjt5P5PcgLQ0yRVTeEx1jh2aSuiNCPsfc5HyIVqNFllEfWuFqzu3yJ9+hIfCsV11FgxjZpQseJgCDURp3tXostF0a8lz52kJiGV77Bjj3YNZezBepivZJZLJVs5oYXSQzasL84puWBnDtdajIZSNfuLkRwKORbKWJmvDlicNlgnpznQJDVAkWwDjSYXRVECr+nDICOzKgJEEGt3QQTGNimC0lhl0TqDLtSSSSmhQABRKEq2GKsk7VHJaXFMkf3Y07WNCPyqAJ62w5a9DqyaOd5KYNA1FbIqqEVSFrXRoESUCEWeYf25tkJlJ4eEMXH1YiujE6uoFrRxMg6ZNj8mei2T7iDXMNEoAWWJGbxRhBRJZDrnRMioNLmtuBOP5ZDynZ/Qfu3xJFzMaCXPsNGOMoU25VxQdXKI2IqenEdGa1HDGI9JCgo4ZdGfXFK30uavSoG5cetCLsKBUhqtCliD9nJwrEPE3DmmNILr11pRp2IkKbEWphpJKSJHkYlYqQ0Wd0NCDEVEw8IgEBVXKRCRU7qsqpWkr8FE8hTFXPBeT/dZnZKOR/w7t+HiU2hvo90cBYQyIL6Qa02EFB8FyboRQoS8Z5AgRaqMd4YysFAzNJpajdB11eSwmESdBcHSZxSNvnaGCdG3lEKsCYeeit6C0qK8oUi4X560U0mJxqAinBKnjFi3lRYnSq2EnEEFihJtmCoVqzKQyRFCCpPOSvZA7WYUXwk1siOjlID1VmaBOR+o2z3q4TV64J/9+rmKhnbRsD675M6jOyyPl5w8OuHlZ2c8fucuT957zK1Ht9HOYqvi+M37GCe2msY62tbTnc5RunJ095AQRz5+/xN81SzvHHH1es3rz16jtebWo1NOb50AGZs0S79CxS3LElm4Oa2VjIAhB2KNk7juukiYiFk5EmMip8JQFMY7yignw+As2+WMY3eI+u7vYR89wiykCo8lTvxyCUgai8ywtDaMY6DqQlZZYpOrAEqMtljTTJtuYVkNxreMJZEmfK6QFa/NZCL0iSWxCWtGM9x0DCzCuZeY75FQAuuwpjhRScvGVGlMS0qS4EetzExHqIlZ31PXO1SOqOMlYbmixrXkt6On96wx2uCVES2AEY+zN3byS+vpJtUM+zV57IlXAwrL/NEhjWmmbsWUay8jXZo56KUT2NUo2R7zOBLbBVVrlKqU+UxUvHZCMSM+f5mlCivdt4bT26d87atf5erTMza7Lfu+58Mff8gbT964uR/VjShpetXC4nDF3SeP0Is5DzUMfU8/DOx3e777x+/z0dNPGceBq8srvLEM+z2b3YbDo0PmMwnDqaby5ltv8MGHH9CnQDnysOwoT89o44y5A71wFNuRS2ZmO6oy6CGht6PMXyfFtlJTYVTDlHUwvdWp5Cm1sA5rrHYY04gY8ePXqIM5o4qEVMg50usdB+8+Qr26IPeBvO4psWCPFdpKy9hckziz+K7NJDpUCCkwZ7E7YjRuPiNsLyizQ1QcxXFzckRKgcTAkK6IUXJJhqvCbr2VGPfO4udCIwybyubFSNglUp/I/ch4B+zBAje9H0HHR9IENJJPfc0IkNCdWsEZg9Ki4wlFTkEFOxX6CW8cRQteWSMn0KLENWEwVGWwptCHQfQHRtPnSspJSLM5MOSRIQ6sxx3OBFCZlkYIlVmx0EtJ3qxqUsnLe78pUJWhaDnFRzIxOEKf2Kx39GeR9rDDeREbg8YoTWulUVxKgpqnKHbhktSq0VVIgRlBoMQsm1e1kMjkPDk5upZ6Z4X6vYjbJXKj0VWhq0IZg+77G8GgUgo776gOrPKYUigpUfYjeggoY9GxYqrk+cSXO1QvRYMIShU1TZClmQOtqaGgx0RxCm0MtWSK0bi37jLmHQoRY1elJGFRSRTAWAaBwJUyHRImdPFEuEyk6TNKeqSeBNQah+CU6mShVIImz1XcalpErVqrKWcBUpHD3fy9h9Tv/QGMK9TygFplxCSPZYUJlBdrwpuGkBO2FrQWl4RScmCqFUKJ7PPAwotAE+RAV/R1cS70xkKZ6MYG9LW/QsSlNQaCLWhdJz2G8GjqNQo/Cy6/kFDWkJEDpqrS91HaYmoFVSlKE7UU4GhPjhFFwlhNYSTnie8zFXoCDZSYgSENhDxitYSMLZuW/OIcznrq2w9/5jrg5yoafu3f/FVW3RxtHH7l+bOP/xTONRAzzrVyao2Zt999zOzhbbZxTSmJdt7x9lfeYayBXEbazvLkFx7y5leeUHLFGc9XfvVLAr5QsqHlnOjHreQZKMfMzlm6pczqSmSXtlyOa1rT0LiOPu2JReZTVAi7SNopwjqzv1yzuntK3Sfc3JK7yMXugpm5SzeOEs2kFGMehKSFpnMSfJVrRqE4Xh6w3WwJOZI7Sb1TSuGN59Afs/QHtN6xGwbci0/ZLzz7zpHSXrIvplNFmSpirSxjHhjzMJ3yPUu3BBReiYNBAUfNEZfjBZfhnFDmzN2czjU83382sfczYx7ZpC0n5i6r7z3DNS1q5chl4CJeUeIgt7AyUAuhjBy6BUo3gJa2oG3wqmFuNbFGYZ9Xx+5ZZXfVM+scy9NDlqs75AnWIrPXTKiJuRIIlOB9DbOVE5jUJdy6e8zgFOvxiu2YMMqijHirlBK3yWJ+KOwKFM47Tk6PePfNd9kc3GZber7/ox/xe7//B/zar/0qIPAore2NEPL6lWpkpEctW8KrFxitMMbw6dOn/F//vf8b/+f/y/+JN995i3/0W7/Nxz/+RKJntWYYB0oWWmIuA9txQ9vM0Mqg5g327bvEL9zGBo3+zj9Bb+e4N94l2BUzM2cfMzx7jU6B5s4pj+8+5mz/mqLAWMehXhJKZowD17ktocopPeZIZ+fM7Zxl8ux/9BOav/qrfDZ8AmNhbudsy5Z12NAt56xfnnP+7DXt/WP6LjCWzEx3NNZjnMMqodsZZTAaTI2MUdgKSRdGo6m6MmTDYdvhLhQx7UnxjBIFklZ0ZOwDly/3PP3+M1Z+iVs0dMct3ZGjlsrVD7ds1ht0tqgEDIXd2SUxe8ZBQuNmzuPxBMQJBYWqErmC1YqD2Vw25CqF1H4YsVph9VRoI3HZVjnGSYvRuhYM5ATkyRKoDIUdiYS1js7O8HaBd4p1GBnijnEqwgVHbxhilPdh5fk8aG5j60AgE4oAnayGVOS9FSqUjPIT6XM3cPXZlsvna26/8ZA7b64w+rqbFKl6js2FyHUCaLyOUYEpQ0aVROtATYFs3jhK1aRYGdNIYxu5hsZSU8YerkjvP8WermQskQp0luH3P7hxGKjlDPVL75COwWSPwVPDyPjRC9QPX4DRlMZSjKDe/RsPcb/8EKyE3JVSwCrMZEctUyFilBXB4k9eoOcz6u0jua51LQm301Zp8NSylaKrShExs55aMrs6kktmpGePBBGSoTVitU01sYsbTtsOiyLUkZERqxoOyjHJyCFRV4V3LZVCyJlYFKFW+rKD43ugtax32kBWNGVJtcNk5Z+i92rBG8+YeooxktlQJf4cZadO70jOE6lyam0WyhQ1bkhEIuIMmvIiAYM2Hm8MNmTK1Uv2x63YVatkvMQ4MMSRPgoFVinpahzYFX0YJs6KZTCC8me8otZMUZZq5xjj2Q876W4Z4frGaxfFdWdRIYfrFAUxnwsxJ6z2zGxLO1rIhuAM++5zPdY/6/VzFQ2vL58x1JaYJUTJGkftIzVVFv6Adl1wZ3tM6YnjM+zdR/Qqs08j1jgymU0a2IQrFHC7u02ulV3c4E2L1w6oPNs/Z25nNNZP7X9YmCXjPvLy5Rn9ZqBUWNw5BiDQU/Yau1+giPREQp8xneXgVsfddzvOnmf8YYM7VLi5oXUNaA93H9J7zVhlLDHmkRHYpT1OO1rT4IyG0zX104p+abDe4m4Z5gdzZrpj9dFHtGdnsFxwcH5B+cUvk/2SvgYuxteUmunMTDaJqQV7/bo+bceS2CVRsOaaWbklcz/nWf8ZRlu89lTKlPgJYxk57W5Ry4Jd2rGOV9QciO/cp/7B98Fk6teesFQtxRv6MpCzRQFDGsizQhy3OO9xvsGnhjrA+W5LN/NYbTj77ApjPEfv3abrlnR2iSsNmZExjozTuMUrhfINjfucV6+UovEdTdMQKKRcUKVy2h1LpLdSqMkSpmsDUUmqG5VxDDz/7CXf+c4fsz7f8Fv/4B8xhJG/9Bf/0uSSYIqd/W9TzH74wx/z9//+b/Kv/SsL/sP/9D/izsP73Lt/j1QTQwgcHC35+Ccf8Ud/8Ie8fP6aP/1Lv8Q3f/nr/Pv/wd/iu+9/h9lMIr//k7/79/h3/4//e05ODwl1YB0veXr+lDdXb3P0pW/gz19ivv+HtMsD8sMDTEm4Jw/Q9++x/Uf/hJpGjh7fwb5xD3OwopB5uX5KrlLxVwRRDXAyv8PyZaJ59inhYov52pfYFck3KGT6OuJ1w8vdJ+SiccZx2HmOv/yEy/EF2np0ydgKznlG1eG9IqdIzImBynbomXeG7X7HGGXhXLgZrt+iTCVbmaNmKpGAAfZXI+vnO1Z+yerwgFtfmWNaRU6VoS88uzyjw8AwKdQPLY++/FD0MzWhTSYqhfeNpBIraUHf3PtGoY2SlnqsuKQ4mLWk2mJrg6sdnW7YlEtikdax1g0KR00wxq0UnlpjqmeWVywqqGqmwWIkRI93gDO46inJ0ulues4KIY+EPNDohiv1eorLBqrMuHd1pFENuYpYclSJk2aOq45d2ZNMpjnomN9V7IYtxlgRtpXEyXwF2UvqpDU4o9lXKbgNCVShmgkfX5dgAkkjLXCtybrHKnmffRrQznD4L32D8bvP4fW5nJy7hnwWcf/yn0Z5I8yQsw3jf/1tGKZUYYDGYU6WMG8xv/ol6KbwPeVQwLPNp6TrjBssysLcTxj+IkC2XAK72rN8OKcxoOsaZQyKRt6fNpQK2+GMxlqyqeiq8dVhlWVmDlF5LS4UY9HGMMYeb2dyykbRMmNhV2IHrltqqWgc1WW29WLqMCj5fkvg9WbL8XwlaY2lgp0x1kCDuHGqul5vNSk5tIZUIkOMOG1wxqDVDGesPI/ZEU0kMVKLdKKOumOUqVyEK+GoKEspGU3B6kZ4IWSGMt7c27Yo/OYK8/oF4903GMfnU/HU4rUiTS3HhZvLZy3iuDjbX0jukPVoC612KGbs1YpUg+joYiQl8MrhnZ8Sdw0NlpERSkQVNSVuOqiZkMI00lM4bWj8gvCPv495cAq/+Bbx1fnPUAFMn+1n/knA55YhSkyzxhBTZJd3LMySPvakiy3N+cjsi4/Zqy189mPKYkGed2yGNZ3t2IcdrZZgnsvxik61aGPJJbHLkVIz92cPSTUKOS9lWg2YOZev1yhnWdxZQa1cPV/TzBxhiMxmDd1JS58zZZ94+Pge1Vfxy6qKvRvIqjLUHkvDkbnFpgxARmmHNIXgtD0llIBVlkY3OGXoyx7nG26/5YiDYthm4qtC7RUHF9/FHa4oX/oqdXXK5f6cYKEvV+zjXlL1qKgkVsPGiGUr1c/VqlrLjZhK4qg7YmZmeC3z7c4saPSMmZ8WuiIn07nt0Ch2pafPPUopjppDZpcj1UDsWkIzQ9XAzMxAKYHEWIHCUBRNdxtVKuH1S1693DDsIs4b9pdKQDalsHjowc7weiaVb9mLF7lWYik4rfHWMaotrZ1BGZiA/lA/f4hQQiDbhM1NtKsknyqq3ROTfP75Ysnt23d4evic3/itf4gzDe9+8V3efPKYr37t68Qa+NVf+zWOTo7o5p4nTx5yuFyiteYbv/QN+rBnuZrzt//O3wUc/+O/9i/y6Mlj+qHn3/m3/zr/0f/rP+Xk9gm/8JVf4Ff/4in37t/Hu5b/w7/1P+c7H37Eb/zGP0Jj+Lf/V/8mD99+g77u2W4DuSa89WzCmuIi89MTutkJ+fe/x/57/xXqC4/ZHnmSvcT9+S/irML+6DX1Tz4khABWc/gXfoGL8RKrvRAya2bZHDN//xVmyNSDGelLDxjNSB/PGfMobdSQ6F8n+s2eN289Yt5n1G4rVkhkhkmuknQ6rGn9nLBPpFKIVTpbc6252vcMKaDRdLYT/OzrFwxHx4ytIoQtYZSY9lwK691ACIXlckZz0EK1kDW1JsYy0PHTeYoGq1rqLOG9JiVpHVur2EVBi4cxoJToVXKEosUymROkVNjEAV8ausZQVKAnMhaFxgjS3Fis1tSIzI/1FFx3LUQziV0ekMmZwpjKEAI5e/a5l0A37VFKnr3WG0rR0rEA9nWgTztRzSMk0zEGghgc0VrTGE8IhfWwZYgjiUypcDac4a3HZ8/MNKz8Qja78zNWGfKiIc49pIJyEj2PStSS2MfM0ktdFfO1nTFirnUeVTQftVZehk9x9xvU/Xug3eQxTyQf0UW0OXXVMPvL35BTM5mSJZ/S4tj/l/+YxjZELTj+khLP+2fkkhjziFFawrkqbIJEcIPCKU9rWw7sMVpnQhHKaWNmECJn/cXUeXUCxSKRA2gljpCYK8WvaUxHITCWPTElxpQY8is63UiIofHM9IJ9WlNUmSyjGXLFOtDV4XWHyZr1uJYYgz0TfElGXjYJGc9UQy2OnDObdCn6IgxezWmbJZ2ZCy9HhxudgrMKaiVlgXfZaWQttMU6iWQT6IwuEqtdlHARjIZsNClGScqcN7j2TaIq+Opp9QxjDKPKjOPI2f41d5anMs4KCmscK9PibSuikmtQlwmixpjorkYrQg4sZkfYKmmkQSXqkLE1ifVZCXirGgjT/e2NpzGeRgk0S1XAWmhakpr9zHXAz1U0rJ9v8cHRHFdsq/DW0kdLyIHWdWit0LlQXm9o3rlNPntJiZ5Cwz7uiBfT/b+omE5OTJJ2NtLqVjZKNI32DJtAGTTkyqgz627H0I+4uSPpgVH3cFxYLY7Yxx5MYbR7SV5rDbpTBCJ9ErtbZzuKKnR0aKW4CpcMNdBdi1+m1U8rxdIsUErELWONaGVpXUeXMlmNtGokqYHzzYzN/BZmOSM20I8vGBipqZJLJNc8zTeROdpPtbhqhbKBHCq04JYKZw3UilMSQqKU5mBS8SqlJqVzpbONEAdLFkKktqzsCqs8+dULNArdNRhrqFlcJdIa5ibAi5wwqwUMO9Swp5vPuDx/hj9egs1oFIfugMHusMaSKezTnm1cw5RLb43MjpUVIeh1J8Xrjo4l7mIDx3dBe5xKzN2MbETFPKaRkOXkaY0Ajnq9Y76a8d57X+D2rYmZoS2Na5h3c8IYSP0l//2//Bc5vXVM0zgev/mI8vAxSiu+8vUvkUvCK80dNaO9d5tb906pJmAa+DO/8ss8euMx8/mcxWrOYjaja2aEMvLmG0/ojk646gNVKe49uA2+TOOEjNOOmZGHHuVIfWa8FHFVfuuUzTJQdICsyLrSGkdzp4MDhRkis0ETv/0xR/cOYHlE6QypJEzymIuPUPePibfn7F0g14iulplvqVGRB8U2XXDn7gHLPkk40eGMzbBmSL1o/avEOF+H4sQwkGtFKY01lgFFzEnanloizZURL1tCnDE5C9DGOYOpmuVihloZ9rsBc7GhO7SoFUIGHCIiq3PocUTlDHM4//ASN/PEMWGsIh93NEdTd8gIVTGmgjEapoKhVqTAmABtIlSb/qMg18qYEmBFnFxkI4spgpIxXqqFMYtbSmuFUmUqXsXRobVEX9sp8h3kemmtMY2CommsJQSD0kpEg7qwNC2bYcBbi1KKkAJX/Y597FFlEnZOor+QRxprwBQSBa88bhzRpRKzUAGoEz5tovNZ9bln32hL0UY+YwWHpqjCdUR0KdKFzDaQ7aQnIqNNuckRoFaqKYxGYZVlRCyhOUMOI9Yo+tyzGXYMcQcYiVZH4EDeeBrrcVquU7Z7ZGRqbvQ4FDMxOAog40irzGTLTDhtmPsFRQlYKVdhRegCmR2FJKfrFFHXbgJViDWSU8V5izOCIx8m7YFGkaKgszEap2VN1BpiCYBkcaScWPgDVNNCHyjbPbmpJDXglRzYZJ1KE6xL7mc97QFaS2dIT24opTSlZLZRPsv1VQgl4opCWQ1V8O9ozZAGnHHTZ9JEpcmTiD8huG5qkXXbONJEcxSRqmS1pLifUoUVXjtJF9WanDOoitNO7l1AU6BmdBFEu9YaVQITRBshTciIr6rJcVP1Dc9E1gIjzpSf8fVzFQ0h9dTzynwlWGitDR0TlZACjYPWU15f4b/wQB7NKsrqcR2p24hXcqHIkabRjGok1IC10q7SKFJJ9JdBmAeIpSpPKOTOtQQbyCrgjzyudTQ1MeZhEjGKsjupRJpokrFEWttBrVgtJ9p1vJIZurHS2s1FqHjAzHaitC4jhcLMzOj6hCsFW8B4TTp0nK0LV80S6wypRrbj5RQnLRG+GkOLAwOpJtKYqUmGmhpFXlfBpFah7rmZxzdewDhIpdjZ2bSoRMYKtRasbWmr5BZ43dCqlqVfYU1DXgtsRDmZ9Y95oBrpThSEeuZ1oZREcpZ4FRnPN5R5g25Bz0F5WcAXzYwSA5Ukkay1EmXpE6Ed8jlTTaRUKCbIDJOGhjl6+4z6+D66RBwVZwQn3GdDSoU8uV7qhJEKacS5huNbB9y+czqRLjX7i4FxH7i6usQ7x5vvPsIqR6XQLj2NmVFK5tadIwoFlxQPB4u6f4u12rMPe1CVkztHnN45nsSJ1xtTZh93zJYL3lgsqNaSm4ZcEufDOUVlgX3pBmunSPcBuNiTL7boO4f0Dxfs44Uos4uiTz0hO9rlEpYWly2ud+gPz/DP9qjeQuvJOZFjpsxa0smMuDDEuBM0tzEYrShBkYIEuZ3cPsJ/OEibvmtF3Z0T4wQLU1MWSMmZocj83ChNVYWsDLlIEXvd6XLOTdqcwnRBpPBXGqUK7dzDkWa/6dmv92xfN/hgJGNlLSmWfiw0nQdrGIxi+3yH7RIxRIw31KTJOWFbi20NRVVSLGgv9MGSRTSqtaJ1juuMw2vNsDKQcqHUzJDSRMT0eOUp5BuVf1WFGCqdb6RomPznxsh3fB0trTAy8+Xz7DUB/Enb1tkpfnuaCXszJyVBCZeaGXIgbXuyKtisUVljkO+nqiLtbq0oSgoR2++piwOq8wKxun6VOiGgxYJIHuj0YvISiW3STqCm60wGrp0dKiOGziri6qyEJVGCuGWAlAOtTqQ6TqdwzT7v6G63hLxhnbaENOCsm/JJJGTMGgeqYpVjyP0N4dXjySmDkUA10ZHkiWVg6HyHSVZgW1XhIyhnKEoU/xXBOfdpL3TSKqJXo8Rhgp6SHacgN4Ml13IDH1PKoKqc+nOtZJ3xuhW3hRLxX5zyNHJO2FrJYSCHPcm7m59RigmVPUULVHGgqEl8WKbrWmqVgo1MruK8qbVMJ3hBrmvMDSkU5DqoCcEv37WaivOCK2ZKmSxQK6UWvG0k/6NK+SdC/ETMEWvEzRaLouZpn1CCZtdIR0eVSmVy95QEKmG0pSbRzklRId+XUVqi6smTgbWgO4+OFTYDjf18bPjPev18nIaHisvv7THl4Cbzfenm5JCJKaA7hzlaYj58Sb46IxlLVIa8z9TPFO2Rx1jHsB7pL0c2s57SBPTMENMG2KBRLOyK3fmWtmtxM492mtIXvDfMly0z72iSIxPZp520DpVGu4aZmosyGbDGMdeaRiav1GRIOTKUkbFEGtNC1+FDpCuF0XeChXUNKe2xSAjWgV7SfvZthsMjSreAxSG16VieveLq6UYqc2dpVMs+70GLnc4Vh48tzCrrtKFsFHUPKorIRZfEwZ0FOhvyRcWOHQcHx5Pfv0xWQikeFAqLoWKpFWauRWOZO/FTX7fe+lop1pONY0yR8+GCk+4IgFwduXS0OjCUQtwObF5s2Hx2QWoSR+8twYJWFqscqWYO3RFnw6eAwhrPwWzOGAVuM0xzONGCCGt9hsMraU3XEpAsjjTV5xqqpaaItx2t7mQBMZLH0acd+3HDDskrGMuAqw3r52vCkGgPWmzuuNoFOteSSmQbt3Rmzml7i+24JpFoo8Zc7AibLeGNQ0YXSXlkiD0Gh7JqcshUYg2QHHrWoV68pJZCvHeXIQxoJad6i5Pr6xtcbakvX6Eud2hr0V95wvnr79Ia6WClIjaufRpEUFqkiEwHh9z7M79A/M9+D370TE6EuaKP5tRvvkvf9IQ0iP9fd4yIbieFTO4Li26GVh25K5h+h+srx/YYnUd2cUApResMbdNQAiQjf28phX3c0dh2OonJjNdpx8J0oCUp0lpIquLQDIO0npVVmAPF8cGSzcWGi88uqU+vW2XgmbFcv+Dg60+odw55+ZMzhktIY5CItKIY1oH1057lvRWL+w3KQ0wCZKo64bWXxRDwXoBRBcnKqlVORzmCbxzbYUeIidaJ/Mw1CpIShLrTjEOdQn40Risp3EslVz4/JVNxVuNRRKUJKRGiLKPzpsM5NT17ClUdXrUcdx27sJuipiE8LbQrmWOrNBH3jGXRdHi0OBZMB2OAzYby6B3MrMHn/QR0k40uZbGA7uLAQTunqZGU5QSeckE38uRf66CkPNE3wlD5NAmFYR0uGWIQJ5e2DKnH20G0BK7DGVBtZfe1E4a4JpeMt45501JGSyGgjCGVzHrcYDvL+Xg+/d4GlKHPA20jpNtaZDsSW+XIzC84bFua6ighMJ4/Qx/NiVrMlsooOuvZjhssDV5ZnKn05f9H25/92rqd6X3Yb7RfN+dc7e5Pw7aKrFaqUmJLQQwJNmIbRgwHSG5yk78uVwmQi0SGjRhJYEVll+RqVCkVySp2pz+7W81svma0uXi/tQ4FBBF5URMgSG4err3Wmt8c422e5/ccaEwnjMW1uDguR6x20vCsl6lVjsENvJ3eEtJM0oGoI43yWOOINT1maaic0KcDcdgQbCJlha2dgNScw+uWxuwAmNSEUxLipHSl1shgW+7DtE4YoaiMU5rDMlNMXQP4CslmbNFiA1UKT8tgWqa0iOFZW6w2KKNRuSXmNUPoV5I2Y1p4SIFulUfCpwrWOnEALQtNbcQ1ZMSRU8g466HIZ1aycVdhOIqoWxRGmvAKNkdZYxVxvYAIXO2zC7ifUL98zZOPLn7tOuA3KhoaYxm2A1RDzJJkN0R42X3AVCfU+xvMl3fURsNYaC5ecDosLMfI5fUTXnznyePXmsfA+y9vme8Xxq/3uEGSudIpcccRmoq+mnCbQuM2bPTFo72uUDDKcowHWtsypdPKSFCc4oFcC+eNx6uWqiCUhdvlHRqL055G9xg/0FrgeEt6+grVOoZ0orUNuRY2VtTJOsw0P/kLpm99n9J2EqpCpZQT2/6cxWTM0aJng4qKDkPwGZ0cNWrGEAl1Yi4R31uun53x8sU1h4McCt6JUrzEwttfTHz9y3ecv9xSrVh6rPVszJa7cAeqyKheb0Q1XOd11+oxVTP/N/8j6rTH/OPfJ7/YEZd7rrtLOr3FGkOiMubAZ/fwiynTffo1Ty89z/74W2xuvsA//13IiSmeOKUjr6cveN59AE7SQEs6YYpjUB2nMq3dsLAJcolMy4IyFq8juYhgc78ccK5glYRlxbrw5elznnbPGXwvKNksXdWm2XIqM1OeyGlhKQvjzyPjsuB6z9lwwZP2gh/d/1u2ZSsx6sqirIJaOPfn0pn4QvqjS/L/+V/gXv4hs+UxLGywPSortLairk6OqRwhQJ8zqiqWKGuJ7dCR5pEpnQh64al/BceZ8snXuKfX+H/4PU7jDTu/ozMDnRE+yJv5Da+n1xjVfSOcipWj2rP7r/7n5L/4Obw/Yj98Rvn2E+7HtyIMW0fcWQcKgaY4akiElHj6gx2HsOfi42u09+ifvSX9X/+M/r/4fa6V4265Y0ozXdPgTUPrm1WdLZAng8ZquRSMMvTKYT77nP11z208sCyCZvfWCZlvPcwA+AjOzq6pe9FVhEW0Ktsy0T9V9JcD6mrH7EfiZ9IZnm8cRBjfyT97+GrP4Sv5csoo2ucDZx/0GKeEzYFc0gL6jag1QRZk9dAow0U/kHNlWoSff388PPJFXHbEkhnTifPao3JD1Ir9dOLMnXHME6WOOGPZtB3aebxKq01bYZ1cwqo4MAltZT2gasUBjdYUPEyawEjrtvhe0Q6WduPBLbCAdg5ne9pFYf7qTynf+z6jHalF9Cn7tGC1iANrTRgKGyM2vUhlypEpzuRamMeZ3jfUIlMTa8WSuJ8z2StxmdXMKb/n/eGwkhJbmRwBISW08hzzjNWaXbfD2Yav8htyXfUPGQILp3DEGrkOUknMdaFrBhrtqGQO6ZYvj69p7PfprHTdtRQ60zGuQDvijBkD5vYt9y+3bLRH1GKJqZy4W0mUrW2xylFKIhooudDolrImraZcadFsm0sUmqo1vXfiTrCOpUyEGliWzFIDx2lai6MNl35H+2f/I/Mf/gHR9yw5sCz3aDxdY1lyIueRxiRMFUeHdjIVyBmyioAg0PM6tai6Mof4ODFRSmOM4s3pDdf9NfZxGqMYV5iTQYOOskbPhSVnHI6CYlmZHxaNcZI6SpZkVRDtQc2KVOQ5X8rCWCM2W7y2eAU5zTTNTiyqpa4rIMVShUZhdCEBVRmM0Zhimcoid4o27Ocb2m89x/zoNer2Hv6+ioYlJ85ePOXwekLdjLSXlrpreDN/wlIWzq92XHYvyf/6J9jnzzj+6F8xHhWlv+bq4wvxG68j7bbzPP/2E0IO3N/05DkDCn2mqJsFVRe8d3jboDHcLDc0rmWMR5Ysu3OrHS5ptu5MKFdlZixHAI7xsMqjRFjkdYPG4tco6pRmFs7YADZkFlU4lhOndJIIamXZLondFJmunzI3mpBuHzPnAbbtEzbPttQsbJzLc0d+pzmcIsMO2q3FdJ5YCvdvAmoo6LZwF/ec73Ycw0JIhhlJ4jz7tuHLv7pnM/XQVbKuGCr7fEvveh7S/+BhWyW2Oqs9OkF9+4b+f/efElpFKguYhv2i6TrP3+4TIReaUvjiq3vy7ZG5b5i6HVkp2nli3r+htg1TnQg10eqBUBdKXNgYD8pwjIFZL1QXcUrEdKVWdmbHwoIxDrQi1oAHLInjPMq4bGVMGG3lg2pkR2c1qCqVc6MsyjQsKtGUhuChLwqdFfP9yFvgvDxlCQFaxXDRoYBDuecUTrCuEhrT0PRbypuJ5olj6RruZ8Evb9yGznYYpSXHBCT4pfG4oumXxKQa7k9HUXSbnj5a+G//HEql+YPvka8G9uN7liK2uETkNs6kHB8//EbJoR5LpKMyp5kdGpUgOM34smd/+pzBDY9DQ+882YIiY1RH1SI6DHEghcj7+DVu52h/94Luqx3un/81T//Z7zJsNhzSgXE5MHjPcT6h0fTes3MeXTz3y4GYM51tubRbOL5Huw0pTaQie+NTkMyM1jSk9XsHcNeZ9oXnTDXkWAhj5aJ5yubwFcEHxukNgUD/Qi7fh53xcOG51jt+/hdfUbJcZior6lcn7t7sefbimnbnqW0BOwvB0snKoJRKWAsEbQSha9c1wRiOeLvaxFYsRtsZ8ugJFZTKtK3FNxua1DMYJwVCqoRQgAVXFS0Gb41IHUNgiQsZIQZmn1EsLEtlGSNxn0i3lV2/YXgqttWiKzEVifTOUui4EDBJU77zXcLFE7K6J+WFnAqWiClO4sJX6uopFy5w5LzQWYvXPfOqQbqfDqviXdFkDapnTCesrcJBSIm3hzvUA/TONjhjKerE2/09Z23BaI3DErJkc4TyjdUvr4LGWBOlFAbXctVfMOeIRROKdPA5Z7btjsZY3s1vZO+PYPqP8QhUNn6gnveY3Ud4IlEtdGrA1pZCYuKEMZaiIklHqs344sBW5nAkpwJKMXQKVCBrCesT2J1jzoHCglLIArRtWBg5LiMpr4XLw0t57ub3zGmisw2FCDSPgLxcK6kEEomYFfphBVQ1hzCDXsWvGJxyKG/IeZLpUoXWel5un1PqurrNkZAXtDI0RpHyRI0zNU+8T1rs0Ea+ZikFbYUoKRwGRTGV/RzY+YZ34z2GlsZ6qgKzWkNjEeZHNZZe9cxBYu3XP8UQsXi0ESx2TaCsEvfPmi7qEceWI4lMAKkc7+Ph164DfrOUyxRQu0hjMmkpTHeV+SbTvFDs2i293aCzJldFUpVT9ngNQ2Nw3qKMjLOoVUh3asJYw/nFjpxEsJd1oGpHYzayn62VJYuo8GZ+y2l92M1agRWduLRiEdQrOW5MI2m93IUg6dE4tJHcDI1i6we0VbQffg9ef0VdFPHynPvwFo2iUR6VKzEl4vWTVYQkUapWazbNOc4ozi7F5aC1wviMvtYkFgABAABJREFUvm7xZzPGVumijMagiedgvHRRMYd1dyu2u1IrsUDjDN15z3gc0RXUUJnTRCwLZ96K2KaKTSpVEboY6zEpU9+/wZzvyN7y9RwYQ8XpBqUdd2FhzDCeEmac2BBRzy9IxhAaz6JA9zv8my8ITz7Ae49eg7TmNGK0IZbMUgJTWrjsLmmdIWbx3quq8VbWJVUJvOShSc21CEYXQZoqLeKvJS7oIiPiOU+UKpRLoy2+eJSGth3IrwrLHCkpSyxwLuQpsYwTYQJoubq6lK+pRRDljCXUgP7DjzGfvqOJju11Q9mdc1ju5GyoFaUqVrTQss/fDLiQcff3DE+fcT8faWyPvy/4r2+p331BdpblTFP0TM5CezNGCjmj5OcDR2/79WdvaUwjbPqaCGmh5iCBYN7iq2VMx5UuqkVAqXdUGpyzRFNwyuOsp8ntKnwMqEbTf3wBvab+5Cu6l+eYF2eCTlffCOweADNFKbbdGeRKoxs63dHGtxS3Qc8363O1pgsqjTceshyq3njmMqMKtLajaTtap9m0A93JgHYk6+i1IqzOBFZrbC3SxV1/fM50Iy4PZWD/7o5M5f2bO5o7izEKdOXq+/ZRmCw75oR2a25LNSisXLauIyQZ5VakK6trypCxMr1IuQju13r2YZZnFQWmEqJ0ZY02WK2JKWGsozF2tWtWYsjYVV+QDgVmRX/ZYnpN4xVTTuvUU6NwWFNXHYWmuobaXBLVTM0iAC01k6qgkpUxVGRq6a1liRFNloJaGzorcUMnLQLHkDMxR7yT388UI26dxjRWVmONFaHfEgOlKrx1sjtXbnVtKW6mO5zyWC2ptEsOaET7opXg3t+Pe5a0sOvPxCGS46OL4Wa5JRVZo6SSiDoyxXHVgcgZ7FVLVoUcM9ZmvLZY7WmoJPWgIYBahcmTSsS4CkaeF6sEkjcniUQ3ZKY4U1cRqdJyvKQ0Y7ToumpdxNdQC4RZxvMYqAJ98kbG87KSlO9/6ztSgukxKVhz1p4LvVG3xCLBZTGKrsEZv05YxEURcqS1zaqvEvx2LoFcpaVTWoraTilMXZ0gVcitqha6RgSNFFBUWt+gjWbT9FAVocp0QytFLKvmoxZSSShjEU1L/kbYC2hVeeAGy59biV/PC6okrCqP137MCT20uLnQfHL3a9cBv1HRAGAcGGsxrrIcIN4m4n2l3fSoEin7SL4+Yx/uOBVPP3iGrUdP9zyC430nSYtVaFdN4ymNKLhTkV1fazeSNJcnEeSsxUBYvbB57bjFEhNQqgXEVywCGrlUrbI4LdCUqhGgilKSNw/kZoubf0FjNRszEMNrnIEmz+gCqetYrCKHiULCGIM3rQBmyJjOQLWotaAwjUU13yi0lZIiCZ9JSMKigGikIzZaKDVKQJEMly2Htwf0rHHOklXAaAFOKSWJZlJbruKgWKj3B/Jnr3Hf/oBTCZxi5hTkZ9x4zSkVnAKfA3WZuTw39OeWJUFnK1ZXknOgLCwTXsmFFazlEA84JeCQVOSD5bWjlgVVQWuNVzI2A70CtsyjylhroegZwKzFYus8uorgdamF/bIXcqjx9KaX2NbiMNpQtglaKMlgi0alhK6GWA3LHDi9nbi+0jjViEYFEbvWCulZi77d444RfaOpTy9FzIQIBh8U+kYLD0T7BmqUD/A4MtuWdlI0dwF9WEi//YLJJAmFKfKG5ZJBie3OKIm+VgbO9ZZDOKEQKE6jPVMeySlK+k5ehUpKyxi0ZmpV6FopSyCHTCAQpoixFqsVxiCRyVXsYVMb8R/usLcnzN1Eo+HsasuIFNaSx1KJSCfVN8MKghHSoingiohaw+ryUVWtna1HjrJKZztSTbKCWTIuTijn6eoRbR1YK1hcZb5Bpa//WQ466C8bjBZRV1WVJXpyrJRcWI4BswYPns4n3NZhnGh5coJiKsVUwoNoLCvKrCkRcpSphGqFfue0XteYStwNWuONgypYXlFOVnS1K1BKus6YM942OG3QFGIV6qvRBlsrRFBV0555TCvQJ1sVRmm8taAMaoXrFA3BVDQt1AMaI+fDCq/TiFhyKZlYV2JkzfBgw16pikZJwfOAIhYo3JppkfP6dzta167PhBRPucjXccYJ+hoeRXinMDLYrYzA18o+l4R3dhX1qbVIiaQsoryYAnmNxD6EA06LcLLUsia2Cuq/UpnSLI4zKwVANAG7wrc6Bk5aAppqrVSlUIYV3a9kXbJaS0tVkjtR5b2QnJeCNXJ2lJpZUmCwG7z1KAxKaWLJVOdXoqUI6UWUWAlZIqwr3wgPhUwir4emU2iqhiUV5mChGpRZ1uDDTKph5XnIXdLqBqOd2DfLQmV1UyhFUQZPWoleYn8uNWOKkcyWIu+CUuDX9ZDRMr1dS4+1eEbWIkhE9pQnEZAqhI663jd2PdNWsCfytxbBo6uHXm51HJUFv2tQUWH+7tNfuwb4jYoG6zrxkJaK3yi6rnJKC4c3e/QxoO6O1NNI/J2PuNm/ZqmKdrfDnDXw7jP5zZQCF88xww6vO1EIr78cpxxWG6IWTsIh3zPmI7EkOvtN7oQoTBN2ReWGNfBKafuoPK9lFdCsf9baRoRlCEJ0KYk5e5gObGrFKEuXKno2YDXldEvd7AgXF4zLgZpOUCuNPaf1w0N/uh6yAteoWdILMQ/UN9YFCSQWTovQHzd+QClPZw2hjMSVUpdrZXPhON0palSUkyarynm/wSSH0gaUhO5UMo1r4OZA+vQN6fN7Nv/FP+Au3+GUxRvNMRe6lVy2M4HBLBSbuHi1wdgjORkMFZdgIaE+/D719WfYaUGxgWEH8UAoAAZvHqY5juNyj1mLp351atRqyTFilIz0CmCt55ROeA2NdRxDZmh7VLLEGlnyyCme2PoNt/MdqisMboBi14yPhagDurVY29LnBc4cPlpuv9xz//mReZlwrQCwHvjxnoYpH3Hffgp/+wb79sjut16iOaeQyKqQlIwmz1yPV42Iupyibs5wb7/g7MV38a/v0PtA2rUEkzmGW5wW1r9SilgCS0koNNZ4nLUYU9k0w6M2YEkTu27DMRYJe8tqTUasxCRrtlqkI4pxZnk9sZzEJWGtoxs6cpmJjBKaVMSalcc3bP2W3R98QPmbz1B/+yXb3/8tljPZ7y9rZDoBNk2hMU6yJqroJLbWwuGe1miSbUS0iVgyvW5w2sue3HY0ytK6Hn/3JermHfOwQXNgubom+LIGI0UwcnnVpJAmqmK1IdtE+8SuXIbCdXfJcsiUuZLHSJojNcP9z/ZsPuwlFAtDGoGYqFthNdRSscVxfBOpKVOXgveO5klLd+5/ZaUiDiBnJVXCW0vRSSxtQcbLjZErQ0iTFarY5AqC7HVO45xDRZiMqPZNo+isnMa9FRGetcJQmVbdTCqBpKTDNjgp9sqCqpXGyuhYtBSFmEUf0DcdKQNKOACJiq4trfOPWQlltZaEvDyuKsWSJ6htQRFLoSZnj1kvsshExVgBVikDnWpx2grKPgt8Sin5/1A8pQj18CHDoNY1Qjkva86OkFZzKVht2TYbmQqnhTkdhEtgGnKdiVRMbWl0h9GFMQZikoJMV8M0p0casNUWpcUh44wl5siSo4SG1YhRjgcscilFGhwcgxOb/JxmyvkVNQSKljParC6JJZ2wxuGMpbEtJYnzwRmDUy1OeRSCYE+5sgTHPPs1ImDBIBd9rIopLVglrIjqNvTeYNYcIoVFa7msKQoBhzjcyiWJNYlLab075HlDwgMVgrU2Bm89rTZMScLdVFFYZTDW8O70Hmc11NUjsYplrarrKlgJp6JWcgzgDFVbcsrkGmkV5DJSdpeobKm3f0/riSf9x+z89t/5s4vvAbzk7ee33L+9483+RP3sFgDdK5Sr4Bt49dto18L+HWqK1DjC2UCsEVthqYvgllFsrPwdxlgaOpoiaXOwY0wTtsTHsKhUChXPKTiygovB8sp/QK5VQm7QZOQD71VDVIklV2LyXHQO9+4n6KsnlGRZPr/h+PwV83iHev6EpBJlekdvDDQ7qIG2bfHeMk9HGt8CjkqiqgUsxFIheamadaYahVWIWE5tmNLCGGd2neU47TmGA9417NozrKpA5PlHTzjeLJxuRkqCz9+/pS6gjaHZNJw923Cn3vJKf0z5/C3q/kTzux8RnUbHExdtw5NeRnwPHu/D/sCsFtS2YN2JuoDxCV0jJA2+paQF/ewp+XCkno4wnri8esKpzGgkjXBOC6EueL9du0oNVcZwSwqyquEbUqOvjqpalBL9grLSUIUq3YZVDZ3tOaWJy/6MquUCcm7tgkLAIhx2UkHjKCoKcnvQLG3k07/+nIsf7ASuYyTd9G65IdXCM/0SPSXq5+8w/11gFzL5W09Q37qinvdEu7Dx7erBj4RsyWrgsj1gf/yafHeiPNuRf+8Fb/efYh/EuL+ibQGY0oQriTkqbpcbvrt7yeVwwX6RoK3TOqnqqyd3LbGJFAv74z1n3TmmSprfnBYOtwvqW5lNO1BK5H3e8/6dTNVyfeiMFo6ceD/f8nKb6X9wjX03sPzJX9L853/AZX9GqRshjYaRvmnJwAaHM57cV5bvbGn/7M/ZffwBqt8xx5nGNzinMKrDGou3GksLX31KDW8oTUv51rc5th136SirGZvQqmASHMYjQ79BW8WaNIDoyr0UZSWz6ECwAQb53ZWoySdH+LoS9iPHz0Zg/Hd+v27T0QwCDiqnyOF+j6MjE5idoIhfPH1BIaIRW3VIExW4Zc9xGcVC6Rr6tmFQCqxijBLu0/iG/bKXc2udRBrnUKGy8S1Lm5lPiTQW1FOxOzs8tVSmIMXCMYx0RgL6cjEEL0V0MiICbqysWaZ0Yp+kI3XKMBhD3/Qc1uYnI6kXiUTrG8ZZ4GLGyWenMVLgUR+6zLQycyQ/wikxbi51Ecq0E41PztA3G1rT4L1ljCNv79+SS+a0aFLOj+A1rz0hB3HFac3QivW7iqVlnVzIhdu4nloU3liaRtJWQf7eSmUMI7GMYIOc59rTeYOWzTrZRI7hBKvAfVkqg4eklkdXRaoZg6XkjEEEpNY4ds0ZhYjTGm0s1m5ZtueoGnFoojIseRGLd43obFbiouM+3cv7zUoItoUpJkJOdGbDpjO0Hk55odIylZFcJFH4QaAYcyaaRFxThFMuaJdRWEpR5Aqtu6SSCXnGmwZnG/bLia8PN2zdgFo/14VMby1eeXIWwmSxlrNmEPR2SlQ0Hs+Z23I3H7DG4rRdqaWRQkZrv2r8otj7jcIWjV4na6lmYpXpds6esjhq3/17bv9vXr/xeuL/58torhVcnm2p5wP6979FTXkVKK1+VaDEGb29hNOnpPE94+YZg9kw5pOMtNVqgVtfO7Oj/gopONV3pHBgXOmKL4YPeHto+HRReJPYuIXjMuJ1pnedVPPrRMCrBtd4rvotJRbG+z36/ZdQCycLcbAsg2Wq75j9TFhkZ1epTMazcaDiQtIDYGn0uVSkdSaWhVgyMT0MuhYsYKqmVsexzjSIGCjVwBQn3hy+YOg2uOxkVJ9mkn2wECmGa0172eLVBXM94ukZ95HTITC+W3j+0Stuw3t2H1/QeMf8F3+HvU88+cNv8z69ZR/2eO3p3QaA8C5jnOL8ZUMFTmqmnQdu3uy5e32gUZqr/S85+/gV9ANYTzeN6C8/p3v1HYIKpPnIMGb0pmGKC3HluHsrefKt9aQahXu+3qnVQsoLKSdUAqcUTdNyMx6EIlozrWlx2jAtC4f3C/N95HR/oDEt19sL+ictbgNJR05h4kX/Cg0MVx0vN094/cU9n/7NV1ycX7O9qNgNnNLEbz/5Xfh//QhjHOaf/kP0t59Raqb8y78m/08/p7Qe9/wc/XuX6AIqF7SJmDZSv4b0i8+I/+gfMD0/ZzweaLSIiOYcHg9XgEY3tIbHce9le8E+LmgVHrn9y/qMHF1A5ZnT2wPv/lyzjyfyi8wyJ+ZTIE4Rrxp2zU5G0TrT0uKyJ+iFrd2s3XQSOmKBlCJZJYHiXJ4T7gqxKygrmgaDw+FZYuC+Chmv0xtwUpz3bsNiFGM40biWVjUYlfGffULz5VdwtmNyDerVt9nrxCEemE43oCFMgb5paLxMmzbDlhJBPyjxc2LnFGE9bIw22KbjXJ2zVAFQjWFk1CP9xqK/GihvKykFyq9a044T8TSt4mb5PZ8/vWA6TCzTwngTef/JPeXlEWMh58ocMy4bGu/pexm9S7emSFYSZiOBajIlglWadjC42mCKHLzWeVTW7C4anFk43pxYnp4Y2JAIlCqwqaWAbRKqiEI+lsRyfEfvNrJarPJeeN1iWk+Xd48wCgWUbPAMEjdeywrAghoCZl2fTHHhzPcEZJ0xpokpLZIAHBSdbfBaHB+HJPZLeYk2bEpH9vOekzuwMVvymjNx2V/ISrcseGPpm4FxOq3BR9/49zWWpSw47cTaqNTj5el1pWSZFOza3eq+gaorkcQpzBIL3ziZplT5mUMOpBrWrAUhxC4pcDMuss5CBLGN8bgcJXkV+V02VpNr5GZ5v66NGyxwtr8jXJ9RcoIkzWWL5pgFoT/FSfQLjUwdtQGU2CFDFnt4KCf5mbXh3LbULJNbrQRqGJKiN45Fyed6XBZ60zPYBlsbjFEYlTFJ4U1HMAs2C2VUK3DKIQV1WRkTlVAzBUPnLaGKhmWJkbfxHm2F06AKLDHgjfAmSipEHdevK8VDKaLzUUVWVA8iaxA0wcb0UBe0sTi/QQV5zn7d129UNMx5Yls361g2yp7TDahTIP3yK1TbYL/1TGoE+81tL7uviFOOUANGF4qVQ3Yq48riL6tYLj96yTvbClRHSYV+iqfHACkZlc1Ya+lTodYDqZxIWvDWucbHw8Vpj3cN6YtfUqZJeObWQWPIT59zp2amcCSVRCoSRrVd936yJwts3IbAnqoyoRwBRYmSimhp0TrjnBQOzjj0+hCe4kImgJIPrlWWzvTYKqiZbARsVGslxsKxHmitx6yEv/fxjmoztmTGvBBrpi0DXjecuQusM5hvbXEX50x/8hfw+68Qb7MWsVWtlJyIeQFbWZTBRNDZcXw7k+bCcN5zcbFj/rc/p77S0BSKLyR9gW3P0DdvaFahXrQNzc9/Ttnu0H2Pct/sRhNJSGooalFrn6nRyq6jTwDFFIO8l2UVfhnPoAfmPHE3nUgp0r3yOCW0uv0X97Rdy/NvP+Oqt2hTSHURJbPVnF/uuHn/Dl+kExnzLJ7tYyYVmC8s5cris5D8uh++RE0RTgG7n1B//Wfw/d/H+x6vNHrOTH/9l5RXT5l7z12C+9kyMHC2SZBXHkMta8iWjLlrFa1JLInONNQIVCHiTVnEVmOaiTFRq+a6ayktxJuJrAvWa9zQkL2Igjvd0ZstjW5xoeAwmG1HUoWYArUk5lVn0viexkTqktaE1XeoJJoT5zUhrmFJtcpBHY9s2gum1oGRvXzftFSVUK5Fv7klNQP5uz/ELEfc1QccWxHDOWXQpSOrSK2FKSycgqxTBtfT2YFSZVyeaxEcdMi01ksKZ1VEhOpotGgqvHVoLOppIu4SNjqoFu0NXjtKAlskVjrWAA0MuqftWsb7keP+yN3dDS9eXbEwgo101qCyJSTpOqmKUgrKRLp6QeFEylkgW0UEjU5Jp2dpH8msMcwc7yaWk6DEXVXMOWCNCI21AxUjzjoaelKMLGkU+mAKKCOiRGdaGtXSKNE8PUC1lLJCyq17lppWkXMlMmG0AHlqLdSsOcVI65o1BlrWlJ1taRtZ1aZcWOI3U7DHc1VBzAG/rqGSTmil6HzLxu3Yh/2as2PxyjIiLI/WtojLQoqYzjYY5Vbxp1xc5/5Msm6qQlUlXbcKIkBXVi4wIkuamNa13sM88qH4FmeV6Jz0moL5IPxjdTYkbQW+pKQUTiXzZv5aViRKg04o5UiXV/hffsLw5AI1dCx5pKDwWtH5HXXVYix5WtkQDqcaNJ6aI4d8EnCU1rAis83j51tWCt56SSU2LSBaiMZInHkqCyj/qF0ZyxFVJAUz5LCuLBda1wP1cf0jp0dhSSKApAogsJA5zAd639G5Fl8tWsHQDCLGXvUeTjsKmZhXYesqzgw5U8MoK3NtwDjJIarCWqKCsr9+KfAbFQ2ndOKinlOrFdFWrtSbW+r9hB4G9OUGtet5KE4fHohcE1M6gRnQxYgQ5VcejFwlT72sh26pk2BG80xvBzZui8HSao9ylWYN+kklkeodWheqmql1IeQ1z70KMtdpR6cU9v5W0uq8lwQ0a6nekrsGFRIqR1D1G4GckqrMG49dd23atxJhLZtDwWcjMcEoybZzxtAa+WdKEeucqoqwWqjKigy12n2zM0RifjMSTEMVboHksAdKlEhgbEEZCEGgSl57IQE2DttvqOMkKKh1PJlKJCALUessIUbu34zUmiV58G2CVuHOHGWp1BmoeiWrBdAt3nh0UOhiqcZSvKHOg0yGxhEVE2zOwIsiWK1HlQg17SrmkQc41cQYhQC65CAdi5Gdba6ZPFVUkmwCtxWEal4K4X0k3Vfu3hzYbjvoZ5QRYVhMhXSKXJ+dc3a2o/aZ2WRKaSlf3VD6hrh1zDZwHI8yTuw68AXtxOLZzIH61TsZixRFnRPlsOD/w5eMg8Iw01qosQMV6JyhVi97WITcmKsD5FI6rsXt47QFKeJCCczTRGoctq0Mx4mLEojXGyabyDZRbSLZROcHdm5Le6zY2xFLxRiPuo3YWvCratqmVfRmF9SUqGOg3fQMaUeuQURQutDohiktoLLkl5SFuiqzq5KD0CgBA+njARUTse0JmwF1ijgPYe2sFeJT1yhwmjFMxCTTl0Zniik8DGKUYc1nqOI7X4Voc5K0QqVEsCnCuIptNcUBWZRb1mk625JTxSpRv6tYKUFTYsZYjXVG1gTHiZIrdbVoGrMWr6VQqnBcoJJyQHmFVw1JZQKJqSzC8CjiXjBaiowaFHevR1It2M5gG0VJmbom0YKioLHW4Kp6pP3l8iAylJRCVdWju0gQwSvATQl5SiH/jBI5hXTYZKxxaCrGVHwRHolTis44opLGQmlpPKwxIiDk4dwVumHMgVwFQmS0JRWBCTVamrHNYSJvBuYszVvO6ZHZYLVZm76MMyIeFXqifP5CCeuPoB6R+UuMZBVXToTYSr2xqOJEOIys2pzWNLrhtGoWlBKhoFMea9WaeyG/q7LyEXg8YQq5ym9fLEuFIoQP4vYM/dln6PMLmbaUQsyydlJVPV78rLwErxtxK+QAinXiIRk9hSpukVIwD5o5LWyQkNOjfkav2RTSSHzTMGstQkZTNBrBvcecxLWiRXyqlRBMVRGxZqk8coceQtXkclfUqihK3mFjLKpCKQILa42XszsLt9dp0anktKBqAqWpVa93rjxhqcrvkV+ZKP37Xr8ZRjovhLKssbaWJlvKp19QjjPuD75HPe9IOqPWQ6CwxsSuP7hRjr70aG2pugjgY72cVVVrfPQqVMwLc5pJNWG1pTMDZ835o1o318KSZmLdr+4ueRhCiVglIjttpFtti8bevyNdv4DtQLVaxp8pUMm0pkEBcwGvG6YyC7Z5PWYcRvaGXlgPFE0tgUBCJb0WLRmKonOaByq8Rj6YSy4EvhEVaaVBK+Y4ox/UvapQVEZXtQoq5Y+tNaRYUBq89yhXOE4ToYTH4kn2jHX9MDrxb1cIaRGSGAbXN4T7xN1XB8ISOPM70j7inojP4f6rI2dtIwrsVCQ22BwpukPtNpgq8eFVF5buQ9R4RN+8gWmmqpbiRa374BYpVJxtIc4SL0wllIW7cEcsUtDpVaWccuSwBPId0ul1FnSRgDNG3NYT95m3X94wn52xvVzoulbU4KeZ8V3gxYeXDOdbEU1mye9Idwdq15C8YUojp+Ueqx3zPJFrQnvD7uUF5/sX5L/7nBI1FU1NBdV4mg+e05Y7SAtb77g7NhQFvW+w62U3h8imkZWPXWPZ7Wy5D/eUknkg2rWmkdHo/ZHaOUxRqMOJq3mm/OAFo8nMeSammZoyWwZ2tcPeHsifvqe2mtlb9HFBrX525SxtXGPXjXQNSilcLlymnmA8wWSCSmxdT1aQCZQSqTUTc2CoEB4MD0XTFI0+HCjOEyyMZZL3drnFWrUeXJB1xaJpbSO79bpa18iENGO0wxgjF3etOG2ganF26ip7ZqLY19bPs1FSdMuHZw2zWlXn1RRwcpnWBOXOEF3AKbuKBythSpzmEdVImVrX/AmzGphQYuCKORHUhFEtjW0JNZKXPaAoSYNTFF1IZcEGxbsv91y82rG5asl2IcRC01ogU6qCYmhsg8mVWAIhRzIPnwXQVaGLhlIJakLXBDhKCVAzVmWUakCBq4KQjyWLol61KBNQRAyFEivUQmcdTTGEHFlqJUTZ8Vul8LqSS5J8BG1FIJnFxaJWR4hcjJ5WVZrDO/rzj6WYX8+MxjhR8K/rZW/ksgxJnh2ZCCdiScxpocki2jRKipNSC3OSkbc3nm3T0yo4rnZzpYoUQ7rlmI7igBF5p4jXTaVEcZYIBTGt4k+1Th5Wu6l35PSgsa8EFSldSyqKUhR1feZClJ9pqWHlGrDGBkjRkGpmySeccbS2wWCpShgGoWRyirRWiYbAOnorFtaYE+sSRdQoFay1K5Croo3CVQ9rwdwYT7J5FUOKHd8aEbUmsghjqRhjHoXW8xqR/jC5qo9r//US1yI8b4xHVZir8BsEPp2oecFaT1GKRHmM+paVSMRqhWr/niYNO38m3V3dk3JLri2+d9A73nNHmm5BQWM6Qg544+lMh9OeM3/+mOyouh2lBOYyM5gNl80Vc5YCoSJR2b0dRIiTZWd17quMaZVEMadaOOY9W7ehUy1zWZiKCJJa0wLQ2Y42VtTt18xPPyb4yji9J6wQkForV90lQUWWMpNL4MXwHU5llA/PyhuP9YhPO1j931VVQqx0XnMzJwqycmmcx1YBxCgjxEFtIOVK3w6c5hM5SSTusR44684wOVGLIhS4D3tebJ+RqDhl0VVxjCcaDzHJBzUTCWVmH+7ZNWcYK+M/E9cxH4YLf4HDcBtuccpzG97jNhaaRNNp1NctXrW8TW/x7x3n8Zym1bx40hJ1xStP1IHDskdZhUsaZb3EGNeFGANd30D7AewP1HdfsGy+Q+sevPWZqiv27By+/AL79ClYSRzt24F5kfcpl8RYjiw5EL+ytLVlc+0xO5jKxNbtOOUjm+cNnGvibaXMgc9+ekOnxeK1EDi/vCT1iagic1qYk0RJt3/8LcL/+69AZWJnGdNEYwo7vyPEQKoV33XoVy+J//2PaX74Pdz3P6Z4x+m//hOgsrEdnfGkapkjbHURxXqZuV/ueXt6zffs98RyaRWt63i+2XKWN+zDnlhkv57yRO96Xv/0PcYZdpdnDL/zMVef3MCbgCCqPDVblrfv4O1PqUqjvv2c5j/6HV4zsuQZt1L2jBIfuLcGaxoJqlkifPme/T//F7gc6X/3e2y+/ZK0sRzm9wx+oOSWKU+cGDkue/q12PTWY3KD/eWnlG99wL7IJK3mZbVfQn2cnFRylIuxcY7WNY8rS8EKF7SuaGMxGOYY2DWb1XWWYQVGhRRkyrBeAKIxXSPPFUgnlNnHo4zCS4OOhvSu0qC5/GhDng25SJcXmTi9mWk2YotMXcE3hVDBrVTFAmQHh3rLwAXGKAblWNIg50IEtQYixZK4bHuawTL0LW3TMBYB8CxxBuWwxuOdg+wo9kiMlaJkkmitYg5BClEpd9aQuQrMa1e7YqGBisfUQaY/bSRXCRqa64lZV4qeGZdCiIGz5hJnKqiRlEQjkIpYm1tnsLZnvxzpfEdMkZREkb/khev+glM4cR/u6V3L+1dXTMs7KuJwEkCl5RQWcbQZTVWVKUrQU0jh0enQmAfnlFggnTH0ncHkRsSU67o3IaGcnfNQxQmypELMe5wW8JbYrhta1UMCr+qjJs2s2Oy+dRgr9tqyhocYDylCjDLh9K2iySeqyixoclTiGHCDiOJJ1ArjEmh0w838/nEaOOdZ8ovWHKJcM4fl+JjbMrQbztQWry1zHjlrNzIJWQO3mtSzlIWaRUvRmA6TIjdhj105RV4bdt0OgwSJUeUT0LkGnTJLXmT9uE6MGudZ4sIpnDDKMjSDFOGANVL45FKxWkBZgxlEKJshkMCJFV3VjCbLV1XC0Dks96SmY/uPf+/XrgN+o6KhNwNbu5VdMgpVhbOlbo8MLy5RbbeaDxVH5DJQVZO1jNlvlvdct08Y+jOsOWOIgZgD++WesIZDaaUeWQx1rQmXHLhZ3nLZPJGRUc6Edb/fuy1zkv22UVoQ0L4npoJPlmaaaA5H0ne2uJAZTM9cJm7DLWOe+fL0FU47BnfGxm3YlzsZW9You2LTMMeR1ikosOTCUg1BNyK6dIpWKYwScNPDgH6MIxkRYF61PeMadqKNJLgB1AjZCthmQHPWfoTBE3KURDKtOPM7rOmZ855YE8douOdAJkl1aXvql+8Y/8Wf0/7TP+bAjM4yVjNKM5WjxPmWiLKai6tz2uueu5+c6F2HbzzOeeZx5hN7xquf/Zj+yTXl4oxFi+If65nKJIE1gMExpwOtaemUovWeA2LfenDV1gLToGnez1hV6XVH0YpDPDCs4CMRtcmHZDqceP69a/xGE9VCyYUvTp9LR6QtIWT2Nwca7fjwh8/ZtltO6cTN8p6X2wtOcWQqJ4w2nDVnMka0jhgLulqM7SCIOv758ARvXqGVxamO8slPMN/6iOWnnzL/1d9C01Pujoz//E/QZxsZnY8TT/oG2zSU/Ylm6Hj16gkffPsfcVr23C3vyXWQThnozMCw2VGVIVcJEIo5Ys57rLdsW8fl28j0P/wU/fQCc7ah9A2pd+Tvf4D7J78FWpEFA0ITFHMJTOFEWLMiKIpxkbWIEngs6lqx/d/8BzSHSvrzH5E/+RL/j37I7sU1qsgKziuP0Y5GNbA7p4YF9faEXkamV694P90JcEeLngDglMY1J0I4CL3fklJgPx+QMCLNmd8J34DEHBO5Ggbf0PstJw4rwTByXEas1o9CPYELKTJrV5ilqDdKY1fxKazdVQJGaD9wBHOk3+2oybO/dcT9xP2nojfqr1rOPx6kUG4RZXnVqGqhOKZjxPULRkHWic43hCCj5ZQXDHBhLni3vEd5RdGaiqHRLa0aCPWGVommKbEwm3fr9yzpr8EElMs0WmGqJDYGFrw2LGmhU45GDRjlebBlkx0gzAtF88h9aDnHMeDKRNC3OKUJaURyRh2NWbhdjjS5l/hwo1FkdmwEWoXG2IcAOzgskqJotSWWzP1yYtf0ZCJLDkxzwqhVJ4CIJUFWCm2jaVNDTJKyixKBZChhBddFYjZcNJuVT7JGN4fA0HX0tWXK4pQzunKMoyQ+KtDGU5RlX+5ptFBWQ5bL83wYsEaRC4SlSNDZ+nLWSsKzt3Sqx/3kb+DFt4id5RRvuF9dMffz6d/p0PV6/clwVKZVjRbNxpzHxzCqh5VKLpklTOxrJYTIKR05xUlImU6cdPtwx3m3I6xF1CmcMNaJBgLhUXjTkMIMBqxSj/qUVCK923C/3JNrprUNF+0OZxr2835tZOvj9944K3dFSVilOHEirmvRuvpzG+VZaiDEgFYFjMKwSKig1rDyVeJ0+nXLgN/cPVFWtWeloo3Bf+cV0//9X0P1pAo5HfBaiHid7WWPm0fmPNO5HhMD9fg5WVvixSVTOHIfb3kInVLA3bKXoA+laE3Hxm7ZuI2Mb0vEaomq/sBvySpBhqjUGvphSQ+4WmtQTQOuJe1vabpL0SoU8U97nelcK97iPMpYjcxNvmVOYo/ZuA1Dc0mkMAUR4ii94JSSS4qBMS2kmmicJ0cZXVkUMc3cxXs0He/CEYfDWU91ig5PSqJPMEZTrGGJJ7xOoC3WCMxHocTOuYr8qAXXNBz3Ry4oHH72M8bPvqZguLrqRDuC7H+37ox9vCOXwnmzpVTZwbWupemChGkBShc+/K0rvvzZHTevrulLRr19Q9pocp1kmqEqysiyNaQFaxWN72iiRqVbHIpYF+BhvFwwOOqLD8j3t5iuZ7PdoU3ly/1reruhsy2FLNOUvuPm5p6NbrGDFGjx04xqLJOWdVe/6xj3M6d8wiZZA7W25d38FgVszA6qCL4mMn27o1qhZj50yyEH5hpwupEo5qKY/u4O1fbY73yIOd9gr66Jy4TxjnI4yZixb2BKlHmhfucF9TiTX99Sv3jD9o++T7v9lkQqr/oWez8RvviavB8pc6DGhKbiSyGrLPto36L+8z9iNIWxnMhKlNzV3pOneyp5ZZMYTBWBVK4RryXPotZKCAGrHZ1rJAI7ycGtBoX74+/D6wPh3/wcl8+xVx+TnaUxElLV2Eu4+xv81UsomXQ8MVpPCklAMkq6fm3AZoGXPRR7cT1stTLrgZdW2p9+7BxTyhzKDCWwlBmtzCrGLCw5PR7ICdFWNNoSs+QZPFjQ3Aqj6v1AXSpjmDimE+f9lo2+lgvxrPDhD17y9ReO41czqQROd4mSClff21LaJGNuLamXiUTTa5KeSQVyLsRYcc4RU0QVjTGZYiIXzQXR31KXSB4Vpncokxn0gKVBKYPBUylYpZhJpBrx1XOlnzDZG+Yku5FaK1OY8EYIjaZaubiUAmStWogkErY0snJKmbxOXAoZaxWtHxiXEynLAlVXRetlNaFAJhiA8VaEluvK97iMYjdUGWU8pWiWU+T281u+Wt6x6XqGi5bmumMpM173tMpLN2sll6GQuF8mliwiWFU1Kc9iv9QWYywVOMZAqQh5VIt2ZFwmlK0rGlmWuP0qtJTiQJ63WrKkYSpZWedSmUJk23mM/hVVw68UDp6ONhj6+z3m/WviH36H7DI6HWlth9UCmEqr40spLYmpqhFQ33p555QIeVy/H1E/eOs5G1pOU1y1OZm8hq3lUjgtJ+YwgVJ0piMV0ZGIMHhDVIVYJ0gQaxIzgEQoghY+kVeOmBMlJwkjVBJpnynUuNAYQ6kSIuiUobfClVEGqnagZFVi0NLwIgXsQ4GBCWjlUSvnqLc9rd9gx4J+e+Lu//OLv5+iIdXEmEbmVXXqTcPV8ER2dgZRda9xx0uRfaNSQk2rVTz2LAtqWSSQKS9408ibubLqtTa0VpTLcWX4swqHBKSzoFSLVj2t6SRBzRpybUSAROH9/F46zcbSNi3p6gn27hbaC/HCl3lNxyxQm1XUIomZTjsO4fg4GgrGcakvuY93lCriJF2T2HhWDr5SBqcMFiv45ypwD2+aRwyXVxI7K11AJZaMNQ3tuo822oBLKCx6FUuJzsOSsqR2GiRBzxsHM5zu31K/eIMaA/nZFe/u9jQb0R1UMrU6DBalRcwTSySXyEkd6c83HMuJNMuOrzRwCiOpPaPOEzolvL3gFO4l8ZB151g1WSWMAqoAd5XWtLblJt1KsuUqiFRWo30jO7MU0ctC4xsR2ykt6nTdctFk8jO4u91zOmRsMJRciVMW6MwqMDNZ0/YSozwXUesbZUQCtT6bVFl7aC0wmJoztXzjP69U5jjTm54SI/HmHt047IdPqX0DfUMZWshGvv9mjSduLPQJFTroDHQr+vh+pH7yWkAtFxvqpqPenwjv91SjqJuGsnWPOcyuFNLpxFwz9+eacRuYSyDkmbqKqEKO0i1QRXzmG5QRWiQIsryUSkiJRouHu5QMWqLlq8rMJaO3O1zS1K9vyL+4g9cVrjrs1RZ/do5JEgalUqIYS+l6qiqPB6xewWtWWwHGVFbdkZYdPZWaBjn81PJIJaSqR7pgWff8uYrrQSuBR60GKfQa1a3W/+wRfUBaI4Jzkc+XDZ7lMJPnQnshuN0lLTTWY42m3RjaK4/2mulGEcbIeDihPy90TzqaQaFsISGe/65p1rFuQRWNw9C7lhMHCuIWmMPC8nZmvhtJ00IMDU3osJctRutHDZauBpUNgfQodFYoTLW0ektVo6CLa6LqRFMbcRRhHvf4uWi0qiyrnVfOe0tiIq4aAaGGinpLdtKBXAqtbdHaiXNJy0VHWWOUlRYNwLoGcmshmCfNckycbk7Eu8gpRJigxIxPciZkPZF8ZrMd2JwNhDwz5oTTlmIKKdd1Z6XWpFJpKlrdoJCkURA+Qq0RXSKx6FXbUilViswlh0fxdsgBqwpTTqsI1EjYXTUSd155tIEaW1lCRme1Xq4FPY2klx9xsjLxckp4EXp9Llm1dkppWt2sa5382LAqFGZNy1yrE4yV8810XhrSKpAltAQ35iJup4pgslNtqGtORChRJoYIRbasBFBj1xhxJZ/zUuS5yUlyJtbDStxCRUTDWmtaZXFaigeZgKyCoip4doWW7319aRSmaLKyFCVw7d5t6A8GfXODWQo1K+LV1a9dB/xGRcODY+AYD6SSaE3HVfdERu4aslGEtZqb8kizahoehDcxC2SpVBmfLHFkMDucdqjCY+iKeyAMpvooolzMwpxnCUr5FciNQURmFU+uhTGPayysqNtL46jNNe3f/Vj8sCoyZ0lS9CscyhnxwJaaASe2H6XIrA9DraiqaLQgZytizXKmJVZFo/16+BXsKohUxuCswiuHUYmN8lRVqKqsFq+KazqsRlS02qI0xCgVb82iCtYIzQwELdv6jmGTUMdI+PxL7LSgu5Z8tmG822PbDcrKwxtLQGPJS2ZilLwDbRjzkRfnT9mVkWWcV6RtoTqh9VVlcLZlR8Oo5IP/cFFY5UiqiiK9SPeD0fg17z6libJW86WK5Ui1LToE1OmA8ddsmw2qyl7SKstVc016EghpZjxOzIdFBHeuUtqKrhq1QI2Vs6fnNFaU/A/2W60UuapH626l4qsj5YzOiZwDuXzzqKcsh3udFpZffkG36zDXkttRqOQwA4ViNKp36za6oDqD6lpqCahti94OqMNM+NHPKaeAChE9Bcrbe2qM8OE5y3lDbPWjzawcRuJbSbRLzwzj8u6xyBGHRWZM82N2hNYKdAWn13GxHG4pF0IsnHUtYxwFjJYjqlYiAnWptaAGj/3oGemXbwk//Qx38tjyFKNbyrLIHml/S92eU84u0EQBZKG+EYytoWQgqGyNRhWZPJTiqcqBEn9pqeIE0uv3Kaii+ojLrmsTUVSlrpfGg9umAINrQGsMEusdikDB4lhYjtJY7J5taE1LLAFfHUprtAK9geF8Dbx6D+N+4vbNPXqNrq5tIetKypVUq1y+RgqkxrbyNZkJsZDmxP1pz90nE/m4YBrHPAW6MaGdou8cyhZY3Va5VJaaxRWg9BoNn3GmI6uFVMIab6yw2aGqkCGp8vamosk6EHISka6tUC2Bg4yc60N5oakrP6GULM+OajHKoU0SMXKVS6jKAwQqPXbNotR3hH1kfD1xujthvKHfGnRSLKfAOE5Y44GFufMQNI3uyMg4u7XyPE8yNqKupNhSZV3R6EYcCUCogZhncpnlGciJiloV/BmrLCEH3HpR5pLwRhoDhcJqDcqJZVUJcKoUyQOxTlxyqmg0EVsqQRfKx99hCnfULMmtzqyum2JQRiilEpRnOIWFXDJViStIil7BVSsl55ddC7htIwLHlAohCZIaitxrSBEU8ohSoklLJTPnRYiodW0EWV0mugo1XAkSPNe8EjSjRB5U0anoKgLJVISH47TDaieOpRJl2lcKqkSMatefyz4YbaWhRdxdlQJaMdiB9qs70s2BqGDZ7bj78NXfT9FgMTSu5ZDumeLEFGau23tMLugsyWPVbpjjns724hutlZREGLif3tJsX6HjLXkZOUXFft0z96aXJEpjSXHhy+VrQYoCY5J9y324exyFWmUlTlWtKYWlCIY3R573L6Qy1JI9blZCYUzLmoeuaUzLzu2otTLHiaoqveuFpaANj+yBkrgJ73nWiECx1ERVFYMDDRtlKbUQysKSAsp56cwrUiAgK5C0ZJYYmLNMSy67c1JdOMURqxs6O5DTidOYCLqhs4bOZEIcaRuh81mlaJ1i2Aws/89/w3J/5ObynPuuZX7znme/c0EYg4hTrVqFp5k3X97Q7hrOdju27YYpn+hbR//qpQSg1EwoC68+KuzfzdjdluvBM9zeEZ9eY1FQI8potPLYKt161zqMlQ4j799zsXvKSd1zWgFcSzhinYJhh0977HiAWrnqtqRaOYWJJS1c+iekGvjoo6d89cv3fPnZO+6mAx/+4Aknd4sdW3QVa+OzFxfCbyiBQzqwD/cseeGyuZD3blV5H8OJlDLWQCGRV/GrQtFoOYD0aUL/3efk734Mv/gU/eFz9G4j4VhGxoe1inCoKEWjDaVEsVQpEYeFM4/5J7+Lr5b4iy+JX7ylub7E/s7HfHH3S+6W1yz3C9ZoGtWwPxwIo0xnmmTWrINM27ZQK9M8PX7eci1SHCzf5JgYJYKvGCvNarkd/ECqkVhmSooc58zHuw+xGmoL5rtPGH7ruxz+L/8POLyj/Pw95Zd/CxfncH8P04T98HvYZz+kjO+pvhBqQJWCLt+MgEMJeKRAFt6Kwfq7R0uasFsyl825OCzW/Aa7Ynxl3aHXBkpGDfVhAlQrY5zZ9j3HaRSWitK0phPw13wk2YppHG3bcNU8+ZWTqZKUI5W3hLjQvnDYXY/+2nB/e+B4PxJrS3NmsIOiBPj6b++hwvC04+z5hqbz1GjwuiPOM8fXB9784h2enlZZ8hLJc2S+PXE6jrx4dclwqbGtWkVwgcE1eNWLVbpEMIay+uCtduI/JeLVFlXM2vhW8dGTOeVZKLQkjmkGXaSA0HqdSsC57x/dCVZrBuvp3YD2D6FGSZoTUyEbdFFUbZFpwCqWNjAdDhzvjiit2Dzbcv3RGfNt5vDmxP79LQnRlTHCzc0dp09O7F7sePLyKYu7J6oo0wTTQ44SSrfqAjJw2TwFYEpH7ssd93mkMY6GKNoVBPG/JLFegwgHne5Y8sKmc+QkVkJrBai0qU95F19LYmjNzKvdOJdCMZGltQR/Rr/s0VQOcSEVCQV0KqONwtdmFdFE1oR3BteRSmJKskIba6bGEWc8DR6VDIHChetRWjMTmFLEINOBUrWEYWmLNpZGtVQSRkOjWsZ4Em2DNjjjaW1DE2RKFkohr1OJJUnBaGlobI9SVgpj3OMUBxTElbPqWykOlTRuyQr7R1ZH69bLQGc2pCrWa+88TjeEn3yC/0//EVPf8+aU+PGX73+DOuA3eH01f8mlv2LrtigU9+Ged/Nbnnz/GfN//5fY6x3tbz3ntAEK3CxvJWZaW6Y4c+mvmcMBc3GON08YysR+2XPeXDEYYcqOeeRUJ+Y0s/WbFYgz/QrdDGKJjOnI1m8ZVE+isI83zHniafeEVg8yFSkLpYofG4AlMNtAUYmd29HaltvlHQrNlBameMtH/YecTEOsCdY1QiqZuc6EGGhMS2sFqRprZL/cUlXBGScJaVoO/ca0GGWpDuaSMHrhrNtwrjakde0yxYVO9eJP5kRRjuthy5txz92U+DI57paGD4aZJ4MgYC0Oeziw/OwT7v/BD7g7LlSdePqDc+5vD9x/cc/25UB/3WJby3IITF+d8Nkz6olFjVhteDu/Yet2eO2F94Di6uqS4+sv0NZiGwufv+HqW9/l3fFr5rRglGHrOkyGwXfMdSS1nu7lx9Q3X9B99QnDbku72bFpL7gL73l7uKMzs+xL2wv8pz+Dj7+HVeIFTzVxzAfRAqB49vEV/WXPF1++QznFrtlxei/kPvux4xeHnzLYDWfNjgt/zpPmqaTRVQGmTGlkrDO79oqzdzOhWnq/xbQ7WtPxdPuS9u2J9K9/zPjlDXrYYj+8wn74krpa1arkwDCVDDWQciTkhMFx3m0lja9CLUrERECoC/XjS9zHV1ijeDd/wiHuBaBjGkKOzGNg+Qq4KJhdwQCahn74Ruy3GSx6XqglotbQqFgC06lwvR0IgsOj6z1bu2FjWo5hocGC0ZyUwtaFkALaaZQyxFgJ//J/Qs1H1NMWXrxCPf8W7voV4a/+JexvoQRUHmmaDW1pJHCoCvgolUpfzrgZ35DSCChOSS6FRt9Q6syDNc4qKSi8Fr5JLBmJcLdYK377WCKNbRjMRrz1Ja2o38xpmrFY5rowpm8KKO88OnpKUNyFO4zW7PyORolwjZVMeNlc0HqN6QwXW1A/Vdx/fkfYj+g3DX3Xcacr+9t7APZ397z/tOHqg+eUGqgHxWF/zzzPeNXTnll2m52su8bI+P5EuB355Hbk6W8/o3/aY5zmzF1TS5ZkXtaQiFVA17ozYjoQ0gFvPXvu2JoNushlDppEgQyN0hQ0U1ScdxdybK3ZNEYJehkSG+dJ67jeGEPJULWMzk1phHJoRJSsioYCD7/NoiK1KdAA6wY4mUK5CDSD4ekHTwlhph5F85DHwjQHymd3HL4a5WzZOnrv0WND3sw4p1CNBNLN88wxHRnsgDUO7xps0ix54RCXx/F7KIFts5OfMc2PqZmpFDoEa2yMwjtLWzcoA2fDhSSllsrCwvvxVqLTUZQqYsVDGvnu0bE9v2bfVu7nd9hWxOC9tnRqg1c9x+GOLhtyrijkQkcphs0lMSVYR/0b45lJTGlam1MBXeWMAKKQyZpTlkJiqbOs1tdVVWubVfipV4z4TFSG5+0VlkJIYqtcVgPAkiPaOsmxwQGOEE6y/kK0OTItW6nLTmNUA6WQkCh0byxOWcYwc1dvmdIoFmhrUV6kt8oqWh/pw/Jr3f8Pr9+oaDh3l3jbrCK7Fbtqe5YPNf6DC/Iv36P/+nOe/dPf5xC/UUA/wH0a22CrobU9re9o1Ub2/2j28Z45z8xp5qq95ka/J5W0plX+yh5rtcJMaebn9z8T0aXr6W3PVXuJXrUQTsnePCPj3o0zuO2WgUgtBas8sc4c44nL5oqN30FbxSHCLGlteSHnxMiJVBLHeGRjtwyu55SPXLfPGNxArImEXH6NGVBARoScuoLHgTUrPCTjjMbqDqscrE6UikwGlnzEGkNTNTFLV/bV6LjoNTpAff2O05/+JcP/+p/hl5mzfkJrRd917O+PsEKfejPgquHwesL1LbpoXLG01uFx9G7H1798jdGO3cWO3VnP7eczRlsa3+JdS/Y9ChjcICmWCrzVGNViLBSVgETWhXR2QdgOuGnB7m/pzYHm5cd8dvtzqhEbGtWhQuIBI9I9RBEXya1o6oBRhd2mpf32c26WA6d4JE4zJRXMXEj2wdNvMN7hbCOdSqlY55DDemJwHeGv/i31d7/NaTtzDLf0asD+1RfEmwP5+pz0/ZdMRPb5Ld39jDGyfmmM6DBOecav1f4xHNHKMtYjJYsyOpTIxkkBOaYZqx296Wi1J6j6qNGpFMIS4LXFPavQCHxIaalO7GoFnGNkWpZHOIyEATmssiRmTlPGOeF6pCVzFw68zTf0vsNo+ZR51dL0fu1GZd2mAfWdFyyffUHtn6MuX6F3F8Sbr+Bwh/3u78PFFaFmjsstUBlqv352HU7B09ayNQ1zmZhzwSyFUt/I/hyJcaYWUPZRICYptYFuDXQSmK/C6MzGD9xNR7SSz3RnWqxyQo41qx9/fXnjUbOhZoGbWWXo7MDdcisjfmS12NuOM3+JR4A+i144e7Fh+kJgaNMpMe3vSb3C0jFsepY4EZaFu09EjE2Ri9abhmbrePJbV6LKNwM6Wab9zGd//QkA73/xjvuvPW7w2GaPNXD98grfNXhtHtkpSz2SmdfUwcqGHbq4XwHqFCyawfQ8RjfXkSnOQibEA5lUIvfznm3XY20jTUnJWDzRLKiiHhc9qohF+kH7kmum8Q07I1bgOsPKYwZgmkeU1TReJjmDfcrN7j2+nmNLC7Pl9Nk7DseZ09sEN2snWxQLicvdgB0stTXYTnH/9p5pE7EDBC0CwovujNQtpCTrHFcdIQc2fkNnGnLNhJLQppKjMBG0quScOeUTb47vOWs6rBG+T6wTfSdTGF0tukrMeVc7mN9gTpa2b8luQyqSZRJqJtcJS6bTDQVF5ETWwjUoOdNZsMYTU5YJBKIVyFUcHt4oTIlY45iLodYkboWaKcYSUxZQGIqYF27C3foVJOOisQ1QGMMJZyXV11uZJDTK4EwnnIiUJWDKFJYqWhKNppQETq/kULkbcxVuys5cMKsDOS9McSKUuobXLWzsQB8U6sdfwfdeEI2synur+d7ZN43Lv+/1GxUNhYLBPHanre4k+thKcld5OuC1pvzVpziv2X50jvZ+3X1L9T2mUVSfYcZOI3YzcLPcEEpYhWB2FUutUb3rLt9oQXUKqVH+tznPqxBRPVppkqrEujDYjTzUVOkgtLgrVM2Pq4dSK53t17haIapNZWSwgzzA6xisqMLG7ejtIClj2mD1GY32GGRUPueZQqKxA7GKn7lUi1cGaxSpyMNNla20wmJU5gEDVYGYZnQtGKVwRtG7wmWdac0Z7TihTu8oX7+DJaHPtpylBm0M8zgzvp9paYlnW4atTCTGm5lxnukuGhEeWi8/W0qM44k0ZapWTGZm2c9MMdJftahGMcYZahSuRBUFc1VFshS0UMmMMtSaCXEhKE3SBd962pzhdITXX9I1DVSNPh6Jc2DeOkyacNasF4YogMFK8STqLdrGca5l7N5fZObDwvx1wH0oj6zTbi26eBSJKaXQWtT2Ic845zCpMNQOpS3zzcznf/sVzZMtWUViPBJr5rifOJ0SxiuapmHTDxSfwChOORGTEDKNklQ+85CEWCv7cFjJeoX6EHtrNL3x5NJLwFfJNKbhGAND2xC0CL9a19PpHZ2V0bytSgJrbPeogpYwtLJqgyRKtxTZcQujwdBYiSWvRZA3rd2QciIpORIbp7DXV8RNT76bKT97jfrqnvr+DdZFivdUZ6gx4I0m18qUFsE7Gyux4bVQrUcXhVOFRinulkKpIiYsq/LDIsjkkBK6mDWmXJQmY5pQSGfMo5ZhpYEK8keEnMiz1RiPQnblqY3UoNBRY1Ecwr2IzFiJoytICSoaA9VgFVxtrlEfGO5f75nyTCqVOkaGpx3bFy1dtswHT9xLI4FFbKmt5fx5Rz/0HNMBoy1da9jYgZe//Zy3X9ySpkA4zKQlocyEVoqzqx2+9TwQB0HCzTQSeZxLZdYnTPU4PGY9ggsFbdazqVRMNcQ6U7JMcdIK47LKUzKPeGVtBWmelRTjet3L51zIkmklhUQFVeScTPdQ5vVZspXNk5apTnT0DHbDxg4Y47hS1+IwqpY6QGeekr54y7yfKeEhSEqoitN+oY6RYivKQV0Uxo+4M407U2yGFmOEpBqZodbV8plE7KqNxJhrS1yhUbKOE5G5tkLQnVLArOh0cYQalJZU41CELNzbjsOupfhE0QGrPUW5lVwpKzJqZUoTS8niDFvFJa6KpThJ/UiphSkFiX1ftVwS351By92Uq1h6cyk0ShqBOS3r710ixB8Slx8cRLBGV6/3kUZiE6iFWiqhhtWdUtFYnPKPIs4KqCLPlVldhnKjeEKeRQNRH3SUZf08ya1TQqG+2+N/6xnkjF4yJiaeHr7+teuA36hoyFV2LiDdXWMkxz2TOS1HzM5i/Bn6b16jloXu+SU0jrgGj4xpZEqjVGWh0t/tScNHnOKRSn2MsRYWNzwwxx+yJvSaMKjWf7erpSSvTG+NArNyHpJ0KFZb1FqRpbwQq2QGqFUh3ttO3B0IUnPOE4PdrLHAUn157dm4QaA+VXLUnR6wyq07b9ndppJlB7wCjjJVRINGCI+hRGrJ5CIHq0JG3DwEn1MxxmJLAQraVVCRK3eN+8WXlPvXME+4l0+oy5G+6yjbHpRivDsxbDpSrRhtiVPmeD9iBo3vLfVUqRFUtIzHAylUjLU0rkFr2B/31EEznA3ATDjNKK3IWaiZhUwphSVHvLHriM5SSyKkhaWsu0XbUr2FoHHLzKAbKBE1j+QUuL/s8fFEUxuc1itS26xiJaENUuU9HlzL4jdwrqkRlq8CbTAiClvJgbkkqv1GSicK/FbCaryFmGjpUKrhcH9iud1jfvghZQOViFOK1vTEMDOHQpgTcY5EH/HOE9ICRuFbS0lyABjfyfdbFad0ordWxJqrUr2qKh/2VfzolKPzHYf6ntZKoqY2lm1zhplaqBGnFXb931T15FDxvpDVQqwS0KZUIcYsLhpn6HwPRcaRKQsO1hqxcGmrH9HMKEWdZszZQE6VOi/UcaR8+hr3+08pWq2pnYXWekLJYolUZQUuCdVVaXBYrAJvClNyhMx66IqgtzWN0OxKxhqDw6wjXXHvGGXojVye4nyRydFD9DKwqsoNfhWHjsu4OkQUtspZcIxHaQLWUBOz7n0fBNIPv/vO9Tx9qcmToJ9jtDBrLq86mqctoIjbnrEb8aojO2GkNK1l93RAKUsJoi2oquAaw9WHV4RUmPczaQ7EkEgnKWDG+xHnHU3XUJWmIlklYOQcqpmgZiwJg1m/b5GtKSW5E3ltsEopZJXkwiqFlBOd69aJgoymqxaLcSkCVGM9MUsR8p+1gmdejxehVc4iBl1lzPjBcZyPj3ZZpz1LiSumfrVQG+ienTGnyNEeCaME+ikbscGSayWlSJyTNBrryy2OPjac0VGcoPVjziigMw2xahEzrloyp83jZESh16bL4bQjmIZjnDAl0xiNUZ6cIqzU0VQSoUjQVRoais6oGjFZUbXCVos24jDSCqYc1wnoQ4FX0cqSsxS5D0me1BWSpCuqCBiqInHUzojgOhZ5ju2DayIvZGQi6rRbG00548rq5nLWkFacu6IKVApNLpmM6FZ0VTRFY4whliDuPaXR1eBUwSr7+B6ZolnyiVwlkbsqEV2WAq3raEyHnjXlOGLVTD0laVBzYoj/bqrs/7/Xb+ieqJzSUXLQlX78kIPkHEQierOh/4/+kOVP/g3q9kA1itQq9uGefbyntwNLDeiS6ajMacSbRjIOEFtnyQL1eJg2iKBK3kjFNyKqwQ2PIkmtNM54vLW0dLyZXtNXqZzdOoW4C7cEyso9N3R64KD2NMZTKIzrL25OC870nOsWciIjthe1on7nFLGmsjOKXMOKCR5k764sVm1JVT48i1qIFeYyc5pH8dIqw8bPnDU7chFIljEw+AZtPToGbIrEHAgms8mF8ONfkAuYV89o//C7pNd/i8rX7DaXbLcD4cmGo75j/klgvJkIURLhXn7/KdObyPF25DhPgOH11++53FzRnfVszztcD9Nxz5InimrQ93vsOFPPLskmABGnDCnDWE8Y3RFixaCopUhnUGUcn+OR4j08f0Y3XON+/iPU/p40bBnPnzCVA+O8XzM9LI11bNsNCsmCV9S1KLRUApfdBXVSzDpi24C6s+Rj5XS9QKfpnGW42kmaXgl45emtlcJt/3PSd15AY4hLoMTEd3aG9nvPqZsWSsaiCCHwbvqCu/cjh7uZt7c3rN42rPKcXW3ZDTvm08LcH8VKCFRE5Ne5gZAWUhEipWQ7BGKNbN2Oc3tBzYV36g6jLFvv6fzAeXPNZ3/7OROBFx8/Zdh1pJSY7ie+/Ow1zz56hus6ymrravSAs5nWNQy+wznHIUxM4cAYRlCa63aDVYlWdXLgKY1KjtNf/BuaqwH/0StU66h3N6TxgP3od4hNLxG6eLR2hHJi2w6rAwBKyqCkbTUrETWVyrnvOERRZhutaZxn6ztuw0ilYI3kRhzmSXQP647Xa0dNklz4oFvQStINpbu0K0RK/n49Gepb6arNTqBQqUoKplknVMBa/K/lYy2kGljUzGY3sHt+ju48aQ50SvPi2jC3PcpY9FDJz3oMjgN3q61adAZGVTZ2oNM9XjWPws3n374mh8p4mLh7e8fhqz0lF95+fkOp8PSjJ2uzMFOrIUdpKpyRnz+XhOj4C4kMJpJqJZREzmtAVZHGZzBbkkrU8p5YFjp7jlZFtAkEufwraLUGPJWMwoOpaFsxZf2bMkLN3WSSywQKumqmUwCjiDUwlwmVFId0wGvhSAjZsKGxLU8/eML59Tmn/cw0n9BXJ5YvLXNJ6CXAmAmHX0lMPFZOJ0V5p9j+kSfWTEwRbw1d49GucBwX6uqmUqtQvZa1gUBjqkUlKTZYkeSNasSFwbwWZaxFhmOOcdUayRQmhJHGyrNdqVSd0VoQAI1pmMMoSZCqEksl54T3+rFpbV2zRttXYWFUTaqKkKIkpea0NqLC3Xlgb5h1Rb31O6yVKBpVZUqQayLHJM2uWp1TS+Rp/4yqFpQWzHaOrFwHcfXVWnDOYl3HYP1jqmpWmRwWqEnWVisPpbMN1ERvBga7pZ0TYZzhy0+omw1VG5RvUdcvfu064DcqGmKeOXfP6bTsJlONpBqxyvOsfSajMAUlLQz/i3/I+N/8D5QYiN+9FPiRadjaLVoZXJKlmsHiVq/2UhJLmTlrzmR/vqrDoXJpzzmZiffze6nSjFupdfZR9TrYLTtzyVxPHMORYzhyZk+8UGcALHFmXycsBlcdbTs8rjGWNHJKUjS8HM5QKO7CPTfLDY1p6FxHTHX1JldMilijmWvAKIc3DXmdGMQq4+ylzox1xGXF68Nberth53f0ruc+jTQx4H2PtQqlEjlWDmHCJg8143TDC/+M+f/439L/s/+Qer1lsomv0pEX3/9j8o//jOkvf4YeLhn+8R9BtbQ/POf+iwNxjtje8aQ/h2/BfHFif39iPAV++O1vM1yfkUwmEZnz9HgwbA+i6uXJGWO3ZQrvaJxHaY1R4JLCZlhSFaKZbRk2HrPM7Od7+VDmSJ733IzvOHtywdC22NMJffOe7vk1705fCuzLCgo6jfec+TMORQ5eway2LBFaC2mRf/3qK50W9qfIHs13r88EnLWSNpXWGOOYg4jw0lSIr28of/k3mO2AyhlVC7lE9nGmtZ6zzUtcc+Ls6UJNlfkw47aG6TZwejPzy59/QWSi/UPPkoWW6LTl+eYZndpyUkf24Z4xjGQKz4bnXG/OSLVwN+354v5z9nGm3AXMYNnkSJkd//q/+3OWceEf/Zd/zMvffkkKkc8/+4q7n97z6uVzdt2WXAbJlNANft1lC/QmsbEtKjcMPTTWSwGTF4qWHBKdKiwLmz/4Hcz1ueQxAKrbYf/JBtoGZzzVmnVJDa1xsidGi61stY2rPDOGPTkHBu9J7U4IrSWDMijl0Xg2vtArQ0qZJdd1OimXuteGBkgKmgozsKyciVQzG9cTi7AOa4DpdcJNhmZwdJeeZivTw7fTEa89jWvEzl0CqRbGeGRKpzU0SkKM/FazfeU4f3ktQkJniD/6C0y7hd5QVSSSCcw4BHj2kJ2wNR3KKo71hCuRrd6QKNwvd2z9jrPrLdvLgdOHz/jlv/o70nHh8P6AGSxnT+UXpzVgEkoVzppLTmkUIV2J1Cp2RlTDTfoStXg8G/quhSYSM1gs8h3CYHtaPaBMWfkkmZE9TTWindKVSOAUFowxZCKJLEAlY6WLTxFfFC2GoCq0lZ3eoJUQBk9J6JYvu5eP+OZffbnGsnvS01VHSC3xo3tMzNhq6NjQphX5HDbcfnrL8f1IDZXdsYcu01iPXwOxjIbWNmuBULFa8XJ3KeTPKihyrR02t1w18H4RXHPKCV8cRrnVgbJQa2bjvpkQ7+cjcV0Nplp4PX2N1bImsNrRNA2t6eialjlUljzjm0qe16AxDThxeVmlKQmKE9tmXiLHOLLERWBdtlnx8tLQlpWWaZTEiS/hm6I2lfxIPfXGU+oaKkbh9fg1rW1orRfHnBVcdslJVtvKUtEsnIgBjBIsdigLtragPM5ZFEXGDcC4HCleArdsUajTEfM/+98S1SJ8ByrL/d+Te+IQD9jFY9ondLbH4tAojnmk1iJaB9OCVhx/8jP0rsduNjTas7E9sWZ2foc3DaaMaPYcrGKZwuNkobcDN/PdY8qY8BMqt+mOedUYWG1xyjHnBz2w7KfuuKFVnm1zzlV7TSwLbdXYGnl97iWiNy3MCITmrL1kTrM8RFi2dremS0qXGdcUs53bSSelO3LJjPnEWCfO22s25pxUpasUKqKMKZe8UFXmwu+4WyY+uPgYrwymakqBThta53FWbH0pR1IVsRgmkbLMVR7lKZuWk1k4hHtyjry9S1x+53do2lvSp685/J/+a7TX2MZw0W8xL1/gP/yAHCVDo931+E0nI7c1frEkcR3EnPCqYWh69P1XZKupRqNshCAdaC6Zkg0NDaFmUcI/jOGzImeBmwiw6YF7IWsk5xzaWlJY0FUmLc54LvwlG7vhPtzx+fFznvXP6Bq5IOcYuZ3v8boh94Hdhw276jnlA50euOp3hEPm7ed7/vpPfsrH37+mP9/IWD4l6mGBCt2u5f0vPuf+R7+g//i7tP/090k2okoS661q151hZGt6quqptnKw93w5fkWzafBekXea9t0O7zRLDVgMGzdw0V6whMwcR9J6EFhlqLnyy/efMb5dmG8TpSp2boPpoO/6R8Lh6fbE7npHWEbG4x6jGl7/+A2vvv2SfhiYjoHPf/4lP/9XP+P5t57hfceTl9f0246f/+hn/NF/8kcMXc9XP33N/t2Rqw/OObs850//+Z8yH2d2fcdHzy7h6Y6PLnf87K//jvv39zjv+OxHn/G/+t//x/zkT3/M8faA0Zq3b+74z/4P/xmf/uQXfPa3n3O8O/HRDz7kcHfgd/7J79B0DaEGjvOexm9p/YaSo1AVU6WoBQl4dKtFV4LVOttjyHjtMKbhuOxxWsuasCqUNuzsFq00d2lPuinUO+EYnL3aoXqwThj/x3SQz4QWIqVXDa1pGMssrJY4ApKGq7EcwyzAIdleUkMix4lUTvjiafQGrxtmjqRasViscmyNR6OY6kLJ4gxY1EyoC71vV8Gq6GiGHs5+sGX/2cI8ZfavD6jugqFTYBKNaemUh+Lo1Y45H1mkZCKnzM3P73n75XtUlnyGzbbHPd+w7R22N1hjaZTnZr6h6T3sq+gmGosxDYMRQZ0c6gntJxrVsuctc5qIsWDUmhpprRTWKHo0+ZjoLxrQIsh2CJzpzfKGjdvQ6Q73KzjvREKh8MrjrOF+vue6ucJpuQBP+UjJkcksuJ2nnQvzOHL/hWPz3QaKY7nLjHf30MHFy6244xZDvlO8P034Tcf5+UbgZuvll4qsuc168SvA+0SY9WOirEIcKBNBdGWloKzCKk3vOtFQ1IxLhZdvRvjWc4qz2MZjouI0TxIWlhzaaLSuNE2UDY0GpQqqKnonK8lsz8SpYMSukrNMME75uELNpPP3WqihsKZTIgwK4f5UGmsYnKe1W+Y4r2mVy1pkFK6aaxyZojJGy7ucySxJzl2jJS7brIyHh9XKlGY0liXMVFNpVSvCTm0xKaz8FYUt/teuA36jomHrz+RAz7MIuUz7SI6Tv1rALdZ4ll++pv72K+YzzRhuOaWRwfY4LWPpqjXBKonoVDJy9NrTqob36UacDzXTmJ6d3+JVy30+cVbzmnNvOOXj+jAlSbwskX3a0/mewfVkenyI6OMBczGwTO8f37hQIvu4xxv3DW5TaUpONKZjTCchlvFAfmMtjBoGt2UfbjnFgwgpWdPhleCOrbZrBWkwxWPUQqud2AqrQqkqMd88/HeN1hZT5Lc4F/HZSsb8mjGs5f/3oI/OJXFKE/68xTSvMC+vUGOkpAk9zqh37yjLhLpu4PwKbSQ5shbJPoOyCjgnQpYLVsXKpu2ppVJDgMZhcfLz64pWIsDbTwc616ORyVLVFbUKBFMV8pk2jlwrTneU6S24BnV2sSrnt8QSGPMRELJoV/pV8zIJQlUJilzyByRoZ8ojre/odYf3Dn/uUFpx/yZy8+5AdY5+2+O0IYewWuAsfYYlVo6D5814w27Toaom5MQpHOl8K6x9BJJTVaW1PRu3oY0N07IwzYHnz55AV9jHI7lmpjTzfrrFFgtrWOmDQHJKI3NemE4TJVbOPthy0W3IXRUHEp4YM773vPzeC8bbhfsv9lx/+ITTzYkn/8snhJr4+hdf89WPv+KH/8EPCePIz//qU5y1DLuez3/8BX/0n/wReYy8/+wd+5sjH/3wFX/6f/tTNucbXj49Z74/8Zd/+VN+7z/+Q06HPb/8t58wHUe+9w+/ze/9kx8wHY988qNPqbXwnd/7mOsPn/H5333KZz/5nHZoefrqKa8/e839zYG4SKR0KiLsCllANFo7co2EtBBDefw8VySsyyjL1rXUKtkklYJTDpVmea9UWZsBifY1U0NJETrF9qLHbwzFVBF45fjYPTolavJYBdjW2oZlzSp4SMrtmob9smfRnq3dYo0mhxHVtFjdyOcWhcHj6YEJUy2m+lVwLfC2SKCWwpRnqqv4Fc6klFpJmDCcd8Q9LHcL0/sTOSTGXcPuA8//l7Y/j9Usze/7sM+zne1d73vX2qu6q/eepWfjjMghh8twEUORlChKUQzYBmQhdhwhgeEgMRxFMGRHsCU7ARLDAfJPtDiyKEELRcoUOZwZDrdZ2TM9Pb1WdVd1LXe/913P9iz54zn3Vs1wuEwAHaAxg+quu5z3nOf5Pb/f9/v5Kh2QPtq/Z9MV0/0pVV3igyeTJeW0JJTRzmebmJ6aVjXlMKO3ZlGFIEiQtWLv3jGhjLN1lWiKjR79CyLqIoJEoUllHmf3NsEER5AdpE4pnKoRqUSlhmAd9shT9WqEluf6MSUkRhlm7Sm1rBnoIamMwUe2E6BqodDCMEk2SKQ5Z3AYaQjKo+UCNSqhhnK5Yjld4N72KCS+DbSVBS1Qy2W8117EBNPWIU2JX7UMJn3yQUZDHW253pHq9DyUUJETKNFJgZICIxSpTihrjxQaLUOnv0vQro0n8w6W106GpPsPkAJ8L6ftFxgXuRgxijp0a1yntXGqG51FWGFqIjJLdvuD9y2lbfGhOg/FigsrSOVoXRcZL2LBkGgTV2JPpA2HszRPupHbmSzYUbkotJUShNDEdJHIPgERtXTqTI4cLyEEqjuw5aqPuz/j9ltvcE8t0L/7Ba4Pcyabm+RrE0zyb8k90TdDpBbn6tPQqZ9Npxg96w4IIeFwBh96Ap9pbEevOqOAqS7TzUqBFIaBHhA60YgmfiDEQypGJQySIXlIkU0TRSs6IegEL7scjBBJh8EHKl+z7HQORhqMCIi2RUiDD55UpucCqtKt6Jve+fxUAAtbxWASV3cAFR3Vyd4RaLqY7pyFmHJaHwPRnhU/PM+ZwVR10KfINxBduyuewCMdUJ3PjOmQtNAihUPQ5Z37gJf+/P6fiXIymaHQEXKiJXKkkGtDxKJBtBlqtkKWbaTFBQ2rKUIahI7WTxE4/yxaH/UjvgtN6esCbSMDsvHdfSUgRIz/ti6A7MTvontIO7Fd7C5w/lxoZaL3uWnxucEXPWhm9JKUlfXngtFC9eLP4as4G0TiZDiv3q2PP6f1jlE6olBJtBgqwWAtR0jDYr9keTTFTpckSKrjJb3Fiubt91CHU3qpxu+sMT2a4q1DaGhpqShJtAHhkSKcU9sSkdEzPVgKVB1iNPtkyFIuutFAtEMdrg7pqZygRRf1HZ0Vta/PM1qEBj0UiBy01xiZEFpJuVjQH/fZeXKLO9+8y0wu2LyySTmrGE7G7O/tMd2fYpTm+vPX2b/9Hm3d4JxDSMnsaE4IgYN7h1TLEm2i+PHBrYd88s9+H5trPXbf3WX/8E16w4L5yYxyWaK0Yn17na2NAffv7lNXNb21HutXN9nc3Oa3fvm3kNazeXWH9YsbPLi9CyHmRDQuYJ0llZLaRtyukhGfppWNpMUz3V23gkVaYFRxe+8jgAh/vjgKKwmNp25bmqZFlZqgA6IXyEYG141UQldU665YyHWBJPr/K1fR6/gp59kXPkLLqraNm5jQqACqXiGSx4qGAASJwiBDjQiSgMBicSHEpTsEHJYuzPh8ozh/N3HILGDGAtdKmhPLfH9GtUrR/SFSNPhG0CjLdLpgsb+grqMVtFGW4B35ICeY2BpvKotY1rSNpa5a0nFKMlDYI8fy4SoC8xAxlM2FaFPVIm683Yzfd7HVMc3C0TiHVJ3+wcUN3wZolg7tHIk+W5u6tbcbG8f708k1Q4v17XkXGEQ8PHK2hkVKLyrSGl1hacaGdJlGyNksIGSHDNeapmqoqpjTIKVASUlrz+JUowbGpIpKl7RYEpWQySwGWomGNBSR6ikFUgkQsQMjQjzKIaL6SOu4PgsZN2eCYJEkUE5JlxVBenzPdDhsQRMs3ju0kGgdHQ/WCYKI96ENniAEmYwnfusd1kUCZCQKq+69kDHdUtKJGqJ+R4lYrhopCUJgfYiCYB8jAGS3/Xtiqq6jhaAQvuu8yK67ERzSBRSSVsmuyxeF9IoQBfdB0tMjdheHPDjcRT11jSDg4YP76GApFIhV9aeuA76noiGXBVmScsakP9toEpV9m/K5tU20t5QtWVEQ5JC5PI3zN1cihEB3I4Ke7pPrEZ74kDW+pnDFeXx1IjTKg2lrRosyIqCLjEr1oh2mXbFsl53yN7ZYZs2029wLutIO1wnsBnpAKhOq0OBDxAkLEYVPEFvPrjlhZZeRziU1pS1p2hopWqTudS4Pw0G1TxCCtXRCqtJugQQ6wab1LYt2RpEOqGyL1JJOnxNPCRqc9eB1VGlTdW0wHUWQriVR3QtEl7YWBKNk3KUJtiztsrP3uHheKvoMRhtkJkcpiasa5O4thBfI/gg1nBCIOeq+Q5X6EGhci5UtigSjc5zS8Wuq6DKIyODomR4VEcQlOLMZgpcCnMCcd1BgkAyiy0BGRbBvI7Y4zRRC5qiQkomcVCYsEdGTHuICXPqamV2Ryx6Nr2m9RQlJIXIKE4s+H+INH6+n5N6w961bLI9mUFqW84arTUn7mS9heob8iYusPX2Ft77xFnurE7ypkXkgH+YYkcXfDxBdRK+WikynnJQrfJBM1tdR/YTFfNklmLrzrluja3qqjxYKqVJaHzM5pFCYJMETqFzDal5FlkCa4qrA8eGU8eaI9asTbr/8DqvTFbayNGVDnuXsvbWPay033n+dLEvJsoS1rRHFIIcAro3wpVuvvEN/WLBxeZ2jvSN6ox4ba0PyXo5MY1dm4+IGb37jbQbrfSZb6+xcuoA/OuZwb8pwe8T2tS3WL28iULz98m1++Mc/xM7GkLZuMWnKeFuCjAp+630Ump3lRxC1CjITeBrqJpw7oKSQWO84bRaPZrohag1SlcZY51IQ5pJ5KHGlo58XmKFCDKJrwfo4+lTdCS8hofY1he7H4h7fbWBR/R87Xo4qlKyqKMBExc+qbVds1IKQpHG81hW43kfDIj4WvVY6WllTNXX8fq4G4emnJrZylSWEOF8OBBoarKoRY0s8P+asdmvaRcnifoKrLdX80cIspMCoqBmJe61mfGWNZKRpbcvp3pywgvakZLqsyKqcsR+zuLOkDg6vY7ZPCJqjvSPK4xV5piMfo+msnq49/34+BJpOQF4MeqgmYNrY5bVdoZ4YTdI5gayN8/OhGcRMHSRNaChDGTtFGM5Oduepx4+VUT44BA6MR48V42TM4bcOKQYFWuvoMEkTTvdOcDZqWNIkIUk1s1mJay3VrGJpFphU0qy1CCkYqQj0QgQascCEEYnJcbi4sYozEJuLCaaEuKeIBCEDceAk8SEwbxe4jRHDPUsdalbtHAm0NuaexA9K09c5bQNtqGhcQ9vlomihyIsJzjsqF4nE/mydllEIqVRMBsVptHAIKdBdEq6w7bnLARlQ1qLIaINFhCiEDMEySNZpaKK9NCiEFaAkPZkgmiXSRTpok/YiZC62I5AIeiKJLKSgWQjHYpLxs5/+swD8s1/6hyQHu6zLBnd48KeuA77nwKpEDIAzKuOKk+aIjXSLQhfY0FK6ksY2bP/0x2l+95uoC+vkT2wxytYJPr6kca4eLVY9kdCGtusyaOpQUfuani5QytBblKT33qQF3BPPoU2GrY85Xe3GDkDnW7XdrCpTOSf1CeNkTOEDxkqkyshI8f6RtessRjuRCW2IC48WccE5qg+wPtqCRMdUX/qSQTJEqtiiWsvGPFw95LA6iLqHZESiEip7Sp4MMDKh0NHDXsgs+pe9OFegNzbQtDVa5ghUN+4pcB3OVKDpJYbUZNRAEyw90ycXGW1wNCF2MPpmyMjo83HNtD7l2C5Jm8hkUCIhu/QsbrEHiyni4THN9jUOq30gFiijbEywgRN7iFQFrm6obYnqjQg0nCXvBQRG5ASaSCIjQ3iNcjDIYGpjC1EIQS5zJnodnEclPQgW29RkwxGGhIVYRGW/CFhV0U9zlq6iamPCnAueQvVJROziaNHShpbD6oDLyTaq69YoYWKU+e/8LlcHBnkxQ6Y1AcObPMPWq++SXN4geeE63rdcf36bg70F84MFwgXWt0bMminDZIhGxW6BkggZGKk1FtJSExPval9x+OaMbF0jCkGrWzKdxajv1kJnf/KiZpJtsllsc7g6Yjqbkqeag/KARbsgNyP8UjB/b8745hgbApNL6ywPS9792gPWdtYIOGaHU5KeYbwzwAXHm9+8S9JLyQd5LLxTzfx4yfx4ycXrl9m5fJk3/+B11i+tgXSUoWEVLAhBkhUc3j1iNBmwtdHHH8Uu2cM7u6xdGtPfzFnWc5om2sH61y+Rbg6ZvfuAu2++y8d+/MOYxICKfgWwiJjKHZXnxK5BKlIaqliEnkUKh5Zet5C1/qy8jfP3+n4LjaTIe/QnQxb5EVpKRDcyPIO6QTx3nY0XjVR42yJEINcZmUop3TKmR3bLWqIS+qZP42Nb2wWBQQOO037CaXmXvh0wSdfJZWx3S9GL1u0Q8FZihMSHlkynaKlIZYJWgjrUWDwyJEgUrSwRbY4KNXIYSDLw9YDmZEV5uDxvG59t3L1en7WLI0brBYkUkCWgGpqmxSlHdrnL/HijYDGLxdR0b0bd/f2rL1wkMRnlnuPk/gHetRzPYwvbdBybxy8pBCmKOjhW80cxyEIIBnpA60okaZyzO491YF3JLMzPg7ISmeC7bosSklomjNL1roB4/LMKzNzx2Tcg0YZilDL6xFXcw4S1zRFpP9rX1ZUGPIyTDVIZ1+hlabn71XexbcP0aEFVttx46QYiEwhNRGMHj/IpFRUZPXxweGGjA0+WhDQwTHqxk+NbVlXN0CTnGjnXWexXzYKjQUCKQNq258CkTEKmcxLdQ3lF6xzWx87x2XgGoZi2S5QwxKyWmMqaqsH52IogwBoyITA6fm8RF17A4JSNXRELdYiCyco2ZErFYEKRolDk5FjlEUJTkJPtPUTceYPQH+CzguA96WIWNXCTbcgKaBvEwf24dxd93P7xt39OOqfZ2mL+zBMsLl75rnv+d7u+p6Jh2pyyxphZc8LCLnDBc6V3hYCg9CXONVjXsHIrfG+T/NMfo/3Wu7Qvv4X++FWOlwfxwQuBzCTorYvo3TvInSsx9CQo+mJII2LoiT7eIw0QLl6jShIcDdIGrK1iwRA8latIVBKZ3jJjqPtMmyl5klMsFoTWsTsqOFjcBWDpV6x82XVIEkq/6D70CIua29k5mCPtorEjmjqn9jWNryn9ink7I1Vp19oP3SiiovYVy6pkLVkjUxmDZEAVlrSlY5D2CcC8LmmDR6ocgkWrEOdoXVtxLe0h5jX+zjH1179I+v5rNEmgdSWEQC7zjkfuz4mZAkFf9SGJIszWtRzZI1xwTLINWh1Q4xGZh+zhbS72B9jhGktXs6hnNL4hFSmyP8Es7yNXU6r1HeZ1jU5ia9g5D6FmIkcRPgLUfsW8rshDj3E2jpY8OnQtABK/cQHXrvDlgvz+Ad5VDAgIG+eGGIWUGdnOFhTDCJGyLdFEZWhcBNvUvuZgdQg2QWU9lBdwPGf5618gfXaM6BXIyTZyYxspFFvv3ef4TQ9rPbLtCY1d8GCxh88CtmgoFw0nb59QjAzT2Zy2tngXfdBr43XyS4p2bcHscM69WysynVI2JfYgIZkoko1onVPC4EIDEvIk40pyEUGK9PEFnZ8suHXvIRc+vM0wH9JLc6btnNPDU1741LNIKdm5ucPt6W1e+cI3+MAPfQCtE0yagCDCp2YP+NbvvsZLH3+evhKEcoVONZ/7R5/nqacus7E2oJmX1KdL5icLQr/gzZdv8d6b99i6EXMajvaO2bqxxWDYx54sSZ65zvGDU648e43h2jgKy4zENZblYsEDW3Pn7Qfsv7vPpZ4hzQY4LTq7IKQ4pLcxxZDQwbZaMpNS2Yp5O2fRLmP2hC4o0ujU0J2wbZikkC9wWaAYpWxNRoyJXazIhIkpfss2rjW+m0WfdRxsNwg7g3pZu0L4GufLzi4rkRpy28PJ+LWUdTCfodeu45spTSgpwxzvPCf1IYOiRyZ6cawHlG08XWqpSFUWAVBoIMGHFiuWeAnGCUxstuGFJOmlrL9/k6M7p1jb0tQtymiuPLWDxbFX7SK1xSYtXgYSBLWrOhdIHOFqYWkvaqQzNLOGcrEgG2nMjmSRzMmzhv6TPTYuXWO6aHErhywCovA0q4YwEwwv5KhEdGtlRBWLlYaVxDWBFkcx1uh+ykAXEAKNXaERWAJDPUZKGS31rqJV0TsYBDjZMrOH9NSQVOTULqYHV75GaRHXZW9IVE7P9GIH5locy7Y0lGEJQpCrHiu/ZGpPsc5hZMKVj13g4PYJq6MVtrUc3D/g0pMX48ELCCKKalvnqKuGoGwcA7oM3BRpBMaprtunCSryRSIvw5G4hr7KscFTdPk5QsSid2h6nDZTpm2NsDWpSrmUXWGYjpg2Jyw7Ie6yLVm2JUrW5wTTVKakGVRNFAbb0LJoAkseje+lECQkWBpUEx0WUkm8SQnWRAJq6HI3pGdlpyAMvXSNYlmRvP3lSDz98MdZmcj1MESbeSpSzPEpqmkg7yE+/sMEp0iTlItfe5XVV1/mH/6P/wCAixe3mawNwVna77Sn/THX92a59DVHXZ5Eoft0Deo4KxSSMrSs3CpqHoRAZAlCCkJrcc7SuJpc5VHEpLJYsfnYGhNSQblAHO8xWU0RxQBZlchijOiNUT7GMTc+xrZGB0VsOUokmcwodIHWCcNkgJEFEkugpZWRuKY7DCfEuec4XSOVORodKWBEte2ZCDOOX1pO6lMuFQOgwXuL823cWJI1fPAMkhE9XcR5fBMjSlvfxHGF0kyrWWTv22jTMyIh1youpl22hbSglUTKBNUG7MMT3L09kqs9wo2rzNw8sulljEmGTpCK7MA/8c9yVZDKLLZ1Q1xWnY0dGSEVXhtW4wmZs6QH+/g0wWYZdVNjVErrGkIxiNXo/buYjXWqtsEH0QlrBE2ISYo+SNoQ29OF7CEIVDZGVmcqA+UAS0AhhUGoPi5PEGoN1UXkcoY3OzhE7e6ClpAmkA+hl+N8i5JxyqeCYj3bRO0e4w/u4BYVwTnMUxs0ly9AarBa4urjWHRmGUEKgvX4xlIGj+2seSqTZF5TlhbmsWAdrCcILWmXgf3jA3KVYX1DaCAvUlKT0r+YYw9DFDIZHUWlFayOGpRXeCVp1RHmoqANloVb0SYtpk1RtWJ9tEZmcqq0ifjutSFCSTKVsH1ti9n+nPVrawgpePr919l9b4/bX7nN2mTIjaevcOn6NoP1ES2Ca89eYTlfceXFJxmt9wnOceOZa+z/7td55fdeJUkTrj5zhSSLY7vBuM9gOCTr5YSyIkxnrG2NGa73MZnGuYbEZDz38We5/co7FKOMpG947qWb6LV17Du72NkMvyrBgUgN4qUboBKCj+MtT0OLJygw2pD72BVxlae0LUK6c6VW4yrKukWlkjaB++V9jNQRYBSibqQOkd3Q171OS+IjoCi0MZ6d+PwZGRHJXkBDDUQBnPGGVjhS1SNdrUhWK9z2BWzX3axtw0k4oZc2nNSniCRgZdQCBXx8H/A0Xfu59U3kRbioN/Jxnhb9+0oQbOwmWm9ZyBXZpkLJKKo0SqOTiHTaUps0rqG20ZrdM5ZVW8a1iIgeX7YNg0GPwc0h7cqzWJXoYcClLUqLqJWSHgqYpH3CGFCRdeByz1F2hE0sXni8iD3ZjXwLlWnECKz1rKqa6f6MnfU1MpHFbo6KcfNCSnJZIIWkFTW77bS71/p8PFg7i5GWRMRQrkRneBfti4WKmPcQAmW7Qpk+Wna6iaAwpMztjCBiweTxGGnoJWukMqWaWHztWB0vmO3N2NgYsaKmPK2wS0s6Tjjem2KCwQmH6RvWr4+wiSXzGZoChEJ5ixMWL9s4WhIGjCaTkY3hvIr9agEyaIxKKNKMlPgMPCKeejJjUKqHC55lW9JPemhp8MHGdOU0dm/zRJCoiKHGmy7eGlTs02CdR6s0HsjwkU/UkdhjNzoK3713SGWQaMRqSViu8HmBu3SdUx21CyE4qs61twwNxTBBhxQhJQKLCC150AyKHjcvXWHrhW1CaRm1C3KlUSIj498S3CnTRUdqyyJpKnhm7Yy+7nfkqwQtG85WhRDO8CVxbmiDRSC7IkNhacDb6BJwjmAb8C0qzZEmQ+gMsj5eyk5zIDpAjCLTGa1vYyhKJ8aSQqKlZiPdIK8aggjUiYo8e6nJZB6LjuA64mOXHtZhOD2+o9EJfIgtsMY3ePu4JjVeLliMjCEoWkS0tguOQveoKJE8QlvHboBl1a7O7Wfe+7iddtUnIooLBQLmS6hbhNHIiWGeBVZlSSoNiITGN5H6R6QQnpEyIT6AWuo4TwtRZbv0czSqo4dpyAeItkFYQeICvcbj9ACtIgGxNQLZK0hLyOdL/EDjZBR/6SCY1UuKREGQBO9j3Ln3KAmtaxFCksjYRWhC3anp43wviBSk7uyY3c8dHPRzpHWRFeACHB9CmSGNxiQZUqcYneIe7DN/cAqrFm8dXktUNmS5apGdh7v1DakxZFmOHA2o5itmb98lTAqSPMPZFd44yOMssFAZPd1HDyROOpayxq1alsvuLQ4BqSXeBbAglSIxCT2dIYPg6DQGKGUmRXvF0fFpVEt7i28CIhWsZWMSnZApg5aa3rDHpWcukKQp3teYTLN1aR0RBJuXNvHHx6wPUsLGCB0k417O+ENPMbm8junHRMxrz19jtVzR2+ojEwjWM7ow5uqzV4HAaH1E0c9j4Y7n6nNXGEz6yCzBD3u40zlPvu9JBpMBQTqqJgbDPfHBGxzeP8Lkmt44ZzQe4HKFN+ASSfAa4QLidIV/eIrcGBBSTeUWnCHaY2HcBekEx+JgCToALs58gaAcWEnaSzBJRu1qGrugDW08MYmYRmqkJtNxfFBTdzjqDugjYsGPj3bfGtuJkiMyuHW2g+cIlA8o63Fpj6o9OqdUNj5SIBvfUrU1QUYUtQuONkRy45lVr3YSQxzJtTiEEhilcUGiU+KIKkToWeVX5GkCOmB0hDqJECPDC9XrwFTyMWGyJ5IBYyFUuZZ+GkgHKXlPk1YZInOs/CoeXAAVFGhBosz5ehPvbSAhdsJssN1IWJCqHKMjmdB5j9SK2cM5yhlkh2TOZae1E6Kj3kYBqiKGIBlhOpKnI5EJZ9JnzxmyWHfCQYuSsXUfzveBKKyMpNRo5bZhhQ8hgqx0H6Pi3+kNcppFRTUracuW5XxFScPyZEkzbcnqgmpuaUSDbR1ypcAE9JrFe4MWNkKw8IS068KIKGQVQiO0QgZQx4d4rfH9IQqD6fJn3Nnh0bfRPUOkpiKiDdJITT/Jo+vHRWyA9S4WiJguO0MShIqi8UCkO8nuPqmcxKQgogYk9RBQMQc0eCQepEYog3c+jv9NoBr3sIVh2c4iNbW79wJwUkGSE4SkDQ7XLuLByqSYQcH48gVGVy5hq4bkrVcQwRNU0nXQ/nTX9xhYtUYvKR5FTfsmig6Foq+H9FQfiWJpY9y19z5mFgCyG4CeMbAFARUCVVPhFwt8U4KtUHkPJlvoELGbPjisrc4hIwFIVYISMK3nrGeTjhbpCV2WeKHHqJO7LHPFKo1R26lMSFVK7SpscKQi2lkaXxE6xXztI+dddBt+INIo6WZo8c8lQRBJXkqxtAsKXZCHIhYNpk/VxDz6RMa0TC00LpzZccCINAJsFIzzAYnSZ1wdggd7PAMlUDsTfDJn3s6i31em5zhRox5hvDm/MyLGF0s6YifR5dJZkZSIp5hEakRRELIRan5Mr5yTjDZoCOdgIJMbzOAKybtvoHobtNpELK4LLKt9hmYT5UUUtQVH4yoKmXednE7t6QW1t6BCFLSefYbefnsJFoDJEClyhHOE+RQOd+EEhBmg+mOS/ghkQvWtBzyoHHprAsMcqwXtoqFcHGKI7AgrHF45xhd6yMmIxYNjyoMj1p+4zOCFbRpX0agKlziUUuS9lFExjILLtsHlNfm6YTVvopgPgQwC1zjKY0eSZ5jMkMiEarliPl2y88Q6w0EPVwcOTo+odiNDROeaop+zPhohe1FMSPD0xjnXRpcQQHAlQmaMNwcMN0aYFTR3bqPynO0La2xf3Yoq62EPVGw1y+C5eHMn8gS7Lh4iIHoFz3/imcdubeTfW1dz4wPXESJ6fMSoT/vuLZ750HNUoWTenNL4CtUoNq5N2Lq+QesilVQgWLFAXiyA6FDAg/rmHvbufjxlr/do6gq8IkGSIjAYUjTe18yPLFrFOHkfPCRxc01NZLgULo96pHBI6SqU0hS6R2Z60cLX5YtAVO9nKorhVCe8dd528/j2PEsmAHWoGIgBwTdY6ZBGI2pL7ZbnDimAZRdJbq0D0QJnmQhRG1F3mwKAED2a4GlcjdERE+ytIiRRdE2Ia0frKozWWNfBrXS0XYdOz5WqLCY+hgFzN8fKeDK1wSNDPO1XtiKVGT2tGQ56EVtvPQvfIFFkIj/XcMTPOpyvYalKKYOj9eHclRSJlh12WEqy1JDmhqZyGOlQOq5xZ+FIQkRSpAuevh5gVIKAuFYGQT/pdxtW6Lqb0S4eQqByJR4wMiHV6TmoD6IDT4XIW1i1JbkuGJoRAzOk9hUtLSaXpP0EnSc0bclssYqE0joWHqGF4foQR009b2hWlqO3T0m3DSshMKKO4lsRkAPobRqMipwEIwWoSFlMp0tE1sMPB50+w2OJwnbvQXqJp+2KBUdtLZVtSFVCqjVGxlA4JRSrqkHkkkSkyKBwBLwKGKFjsSw8QcUNXukE4XK8CwTvMZ17ME0C3sUDtegK4IVfYo3AJ4bagy/34gFXxaJay5jlI3VKKhJEiNbY2q9wITAMHmskdWHoiwTVU0hnER3nwfCHdTB/1PW9YaSDOy8YfNdDWEvXGOohQqjzE820ded/RwlBIgxaFKyla0zSSQxBEZJAxmsPT3j9y/+c1lom6xvcfPZZnhwp2tASnKN2FaWrmKTr8c/waAypzsg7i1VCShNqLJZU5jQHtyFLaYyiJZDIQOUqYIXHk8mUNT2iL4cc1cdUzGKin5SxYyDkGQQPISPXvg2OVKY0bc2qXaKlopAZjWyobMVpOI5CukQwSTZpQ40lzuUhokAFsrOtNQyTKMArq+603KmolQRfekTTIPqKMBgyyQqc1mgVCylcdn5/XXAE4dFSQGfnix5hicYwbY6ZuRmFKUhkihaepEtzCyEg+muIpCDZu00CiOFVbC/FGUVAIm68SHLvNfRgDdcbY3FsZJuxu6GgIEH7EaN0DAiyNI+/sxCgWgZk0YYHnZ/9caPao0sEg6od4fAhBIt87oOIqWf526/gZw/AduKjpkZ88HnUWh/dlySJZbbXcH3rKroNYKDGcu+1+xy9vSAsYDjo0xsM2XvzAVc+eI3loox59E3K6m7Ng/4+9npg4eZRACoUum9IcouRhkLmDHQfpRO0lHgVqG3NdHrKndcesHl9zKjfj/HJsmHzyhorG58gq1vSTDLpF2RmSEuDC1VcZIC2i6W1rkU6EKVn/su/h/zkS9QjTaMdgZqeyWndITgwCBKhwGkgtlhj38qjiLZIuifPQ9yEbIvSMb1TqQzVatpvvYF89golJSJYBjJh6WtWs/vkqmBpl8ybiFmvfc0g60eWSPAIkzL+wCXCW3s0b91FvmIZj4bY/QOEThC2s0kqSVOVZE1g0yzJ1vuEKxPEUzv4tiavNeHOAe6NXYbXLrL2zM0Yp911DTXRZ75q5ggv6ekCXWyxaFY4WjIRBXpSFTgacKvuvYhdBCHibL61DUOTkqkB5eootugfU/vbEJHgmYy8EOsta+kaAJN0jUTOmbcLKld34roGKSLzRPuUIAO2EWivccFS+5ImNBiZkPsUQ4LsxJ21X5HKvBsfOgwJAzVAoTioDpi3c0LwrGUTal8zbU/xwTNJ1rH42M1DksicQg++7XeoQ7T6ZqpAo0mUpnQlZVuiRbyPOhk/xp8RaJUyPziBXo4soMorEpUzNhMEomPrmPPdwmIRFhwWJZKIKnaBwiRIr9ld3ouHGWlItSI1BbnJaFqLiNISQoi46I1skyOOmSQTEplS+4q98kEcIYqYD5QWmmYGs/mMeu5QXjBaG3Dzo09iZcAYzfThlOP7J5zuHlHttgThaUQssNvgyaRm9bBgsKkZrSuGwx6NbVjVJ8x2ov6sH1pC1/3MRY9MFAQFTsYUUqf8WTsYIzXLpmTRlPRNHG9Y788b0rWs8Q7aJuZSGKlIUtWxd6LzapAOeP2rb3P7nXc4OjmkyAZcvXiZD374feRFQRtqKrskeM/MnkZAlA+cNlNSlZLpFCkj40cLg6MmdylKRgu5kQrlTASRLR1f+9q3eO3tt/n0X/mzXBhvwZMv4o/3Ee++QTLY+q7r8ne7vqeiYelXSCspVNEp2nVM1gqW5DuyKPbKBxSuT3Z1gjYJ9l98iYuf+jBmMCDgYmiVULy6e8xf+Iv/DkVR8O677/KVr32VJ6/fQIsYLZuoFN3lr6/qGUUSw6QC0AbRKfsdIQgEitbVZHXFYrxJEyqsXdK6mDpZNiu0UmRmwDAdA9BPCla2YtHOWbQLEpUwNEP6po8LjkW74Lg65qDaY5JukKiUHn1O6hNGxRqjbmGJXYmYawGxmwCc0xcTmUavOw1TW5OZjPVsI96zEGJLXkik8eitIe7eIeFgid6ZEKQAk1BbS+1qejLhrLWvtCN0pDdUg/MxG152Oo0iGcZeo4tRtLnun39GsbiwCKMx116Mu9i9W+hVgsyHNKMMtCQ0NdpHy2oIlpIZCSNwNlooEwEqgFfdUO7sjsSNXnUK+ya4aJf6LlfaCOz+HZhsEXxG8/vv4B4eU/zEhxC9AiFNB9sJpLe+ysF7D1BrG0yev872wPOtz75Cf3NEsV7gpWc+nfHEC89QjA3Z4Qp//5S9vuDeNx+weXXIYtayPLWkeQTH3Hv1IWw4RD+QKMMoGcV7FCxlKCmbivli3rXKc6q9mtXDku2LW4w2Mw7unqJlSjbIGE569NuC1KTRdxIsVQjM6328JbZfZezUVU3DMB3QS8eohyeE1++T/ehHmBUtTqzwPo7ZEjJa6Cbeuvv82+5ZM7iQEiQkOrBq5jg0iZAYIivfn7FFg0a6gGyWhGWJMobglpGhH1raNnrxa1exaktWNtqcW28ZJwVaRW+/t1CKKdmTG+jrW6hlizxakXzyffgOG02Apmq5/7Vb5LYi7adkBXh1Svmt9xDFgFW1wmhNclHj33qD9quvAAEvBdYoQs+gnplgCIiNSzCYIJ0ml30Wbk5jG8p2ig02BneFhkIUWMCG+txJkOiE4EUcP9QlLjkzWz66bHDM23mEAemUaTsFYNgbElxsIde2Jk3S6OFXCVrlKKVjXoFIaFXbjchcZLRgsKKhocSI2P63LrAhU3ywlHbJ0tX0zYBMZVzuXYlW8lBxWh9iXUsmov7rsN5lI90hNwU6aJLvQDw3vqF2JZUrOagOGCUppbM0tgHvyKRk5mfUTc1IjyOYTgp2bkyojhfMD+YsdleUqmV00TPaGIHpuoYuzvRBRmLmY8UKLlpaG1vjnedSfoVbi7cYUZCanHphufPm21x88SJNqKOtmTj6yGWGEZKT5hjRuTKEEAzkkHEywieOmZox353DDBIkeZYwGBSA4n/6O/+Aj3zqQ1x68hJXntlhfb3gaLqgXESYVaIhN9DsrmhnK47nK9p6BqMxQ7biiZ8oTgzBUXNKKsbd2v1opFJTsbLTiEZvLbPOQpybFCkErYt5M5NBjusSKCO0yTOrphSmoLJdh0VqUpVAkfC1b7zC0cERw9GQtc0x/+Zzv8lnfuuzfPrTP8L3fd9HkEYhhEEnQ3R34FoPF0llRggtQkSNjBISaRJCsB1qOqBDTi+PXidVlVy9eZnelRFbwzFogVm/CMMNXLXEHvxbSrnMZRFb4nAeZVvogogCEt3cLBK/BJLj8pChHjG6PCZZex/+9bu072qSm5dRPYm9/So+EH27xqCMoiOhxlM5Z2ppSelWpCYWK/GljCK/rNMVBOHRTUNytEvYuYFUgQE9+jqCg07qI0IIZCpDS83SL5BoMpXRYru5oqen+vSTgqxDRgsTrZDSR8hL1HSksSNBeKxMij/ntJkyTMfnc1UQJDLlpFnGLonQJCplWp8gU0mmIrnt7LKNRNQehCYYA/MZrj+OFkMB3kc/+uPX44f3RGtw6ryAM9IgWsh0DyPTbzvpn3WNAnTY0oZi/SLi9ASqE5hcJFV5FDJKTVAKHRQpPbSQlID1ASUEmgbdbWaeqKg34uwOiG6WK7r/nsd+jgjCcg/fRV64Srs/xx4cIqUg/+EXsbkjiAUixLYvQD3cYaF2Secz5IN30FvXufTcFdJeQpCwXC3p9XsMewl5P0XsL7BtxfqljN2qxcg1EmpE4hhPCtrEsfvgiOXhHKYWs61ZqEXHqM+wLhIHR8mA9WybVCacFKeE7IjUJyQuYVlbVvWKqlrRFzlJnrCwSyK0Jv7uPdPDixh7LpUghAyZJhjTR0yXYANhZwO3lpHJJM6Bg8MFS8OKTES/daQnRba9UT2ESLA+vnsAmTE07apr0Hdv02Nveqgs7qSCtS4TRisCKcIKtIHWGhpfYZShEHE0NzDDqEUiIoidiK1w7y3S5MhRgi8SWjejtjHETThNXXrmfoUcDzha65MXOalOcM7i1IqBLjBax4dwx5LLx62WAWk0NvW0yyV6NsMsl6i1bVopKVQvvqdnkLJQkqoMiSIXkjFrUTyJpXINaA0qhRkMzCiGJ/mWs4Ar6GK6uy5c6MSUzrZoYeilQ4xJUBJMMkT7gBIBTwSkORe7MVor8PHdgxBjnn0U/0FFY6EUJY1vaHx8b1obA7iMTLDeMm2mhBDom14UYvoKLQ0WGyd/Lh6XKtGQdXwa7y0ER6oUg2QHKRzOL7Cq4wwGD20Nhm4+Twfjg3RUUCU18qSC4wA5ZwS3bo2I+qRU5N+unQghJgfbeM8QgbmbI1Gkpkd5WHLnG3f5wr/8XX70F3+Ypz92k9aXWNvQyoBQmmG+Ga2S3tL4hr4eY4MDonC8n4/Q/QW9foHMJP1BwWDcI0jH7OEK13qEUJgsI1/3TEYS6wLKKBCBummoix4n7x7SaEvtAs2JYpmWrIccej2CihRILQp0R9M0xELRhpJlqFFolMwxSqJ1Dy1iwdGEQBUiAJAGOsgoUkGmJBtqQmNdtMMqTaoMWhm0FQTnGQz7PHHzOu//wIvcvHmdv/1f/Xfs7u0TpGC1tPzqL/8r7t97wKWdDZ59/mle/MiHkE7wP//q51GJYT6fc7x3xH/4H/1V/uUv/2uKXsbR0Qn337vPxcsX+Pm/8LMUSnE0O+Wd3btcvnyFYZLylS9/lddff4393YeY8N07wN/t+p6KhphtbiJ4KfCYG+FM8BdPVT3TR6HiTEt4fCpQ+Yhk4bEP7uNu38XLgD+ZczWVvPGNl1HaUC9nXDQSrSRCJQgX6Xc+uG6skGG7/x8BUd2nIwK6LDF1g+yN8EmB9jV02gQtNEuZghZkOiOTWWzndJhoKeOH2aOIvAUZRYYtcfbe131EoBMSxqjjVCbnLbZHbEy6k2VklUuhEIBGYn08CSmpSKQhV0UnGPLU3tKGhkL3kV6hBzmcLgjzFlyLlDGARJ6RMmXbvch0xLNHlxQBZJz5nUGWUpVH6JIQ3Vw4CpHOBJRnIJ6yXZKm64g0AV+hF3PEqECoOBcMISClIg8F+BDzMYKIcC/fAUvEWYHweNfBY12MW5ZC0TNnlaFAOo+YnSLSAnu4xJ0sEQT0lXXCeoH3ZQTudBQ3hOB02qJGA7IUSDXM9hkNcmSe0QSL9or1y+tk/RxTO1zr8UhcUJBKymmLrQJaKfJ+Tq4lYVNyWEkcDcO8T5JlUSWOxAVL4VsKldJXfbTQ+AGEzTj/nb+3ItNJVEUHR7PypHks5mL5DAQbT/ndQixCPHHkZsTe7T1yZ0kTjbw0oFYNy5M6euNTjc4kp9WczWIrjow4i/GVCJnw4O09ZqcLkIH1CxM2LmxgRUsIZ50eed7xotPkCCRqELHASkT+gNCKNlicbUiViQI/76ld0+kKVETzKo3FY5BoGUWGQsXZmgwCJT3CC5pVw+KoZH1zQjEsCLmiki3LUCO0wFMTpCaTkZ5X9wOhe7YVcTyR6RzO0LpSQtPA6SFqbRupky4NqtvUfIbo8k5UV4wCtCFqjFSQmLbFucC6WSNLijgiCBFaNWum0fWEiEFdnD2mEufbc6upJDohrK+xwSGdpLQxsyBP0u40KREeSlt2WgMFPqZX1tbRyPocEJbphFmzILQRUw9ncKTYRRJCnheEta+i7si7GEnuaozQVG5J6VZIGd/3XOYs7ByJjhkf3bIghaTQgy5LIhaEDksjWkgFMlEEOpGqAEI8Qde2ipHhpohgsTOBJREJXrrl+cm8tmXkzuiM+7sP2bu7Dwje+vItnv7wTbTSMbZaRiF3u7JkWYoM4MqG1nnySYYIdB1pyPsF/Y0BTjiChKppUNrjGn9eYCJBFgk9JGVZ45q4fmdpweBCQjOtSY3D5AmuFpR1RTEqqBYBaQJJnpAmBeWqIktT2qalqkpcaMhHg9jTbgJt7RBLQTJMSdOEVrSIzsVXWYeWURchZRzPa5MgZIUIUf9iVCdi754xYwy9XsFoNGI1W5xr5+azJV/84pdoVg1PPnGD6fERb71xm9HaFjeuXeG3fut3uHx5h63tTS5fu4wUit/9nd/n5lM3mKxPuHL1Mrt7D/jqV17mpZsvcHQy5Z3b7/GRl2qEmPPFL34JKQVXr16nfozd8Sdd31PRcHa54M6rzYiD7QQznXBqkIxQCKquOg7BIwSYG5u4/XvYd98jWJAb6zzdr3j1G6/QSslalnBjbYhYlEgZUMSMeKdBS9l9t5izfpY/YYNFWYuu6miD2tmGEDrxYdzMpYhVf6KymEjWdQqqUMYXR0RcdaJSejr6xG1occESQnwIjIgPQiwhNak8Uz10J65O3CSVpPF1JH/FpQ4jTcdpV+eWz3EyIVptHJWvonVUaHpJPwobZDe2CCG+ZK7tdBeAavkjL+G7vysIPj58uTnzvrvzE5XsoFVnBV/sQNpYoKUpwqWY0xNcMUJkOcE7QlMh05yUjMbHUYhCkogccSbIFJznkcSoOgjBYl2gblu0BjoYjBASbEM4OUKsXaF99Q7CGPT2GHll7ZF3OCgIiuAETW2ZnSxY21mjPxmAAbf7bhQ2NfF7KulY3xmhpYeDFZQtXirqxkABy+MKZRTJIAUtSWTK1iTDzRyta1kfrEVVc/fExcIUTABc/PyKIkdrw7IsOXxjyvaNEQjBqmxY1TF8TSvV3d4AoaHtorhDkHETESkyaG69fIv1ccHmjW2GmwN8c8ree4coJRltDBlmBVXrQKSdiC7GkiupcU5w6+vvsJwt6Y17FEWBvKCQMiF44n8rdDeKCkhpkEYie2A2YlCQJaCkIJPx53SqROs8gqpCtNGG4JAyResUozWagD5/D+O7KULANwqT5OBdzOyYrbjy1CVkAnUombULpvVJLKaFJvgW71uMTFm2i057RHQZqRxcQOmANgqRrhGqirB3D92sYWvR7RUitmk9cW4iBBEm0IAQJLIlSROk94i6wXlJvoR+MuAMGOUkJHnCvJ2dL9rOW5rQghDUrmbVdQul6qMTOhEwaN8JGL2jsTVaRbSw607OkijQbLs1wvooXBUClJIYLWmqKqKvhY1JjEJ1EKFY/IgQkdirdoH13XHWx+hno2JAUukrerJPKotYWvoz10PXNEB1zIQx6kwtL+JYZmkXeA+EzpHV9SobW7OyS1ZuSaYLLBaFpPY1lVsRBKyZSXSXdGmaIYTz8fXhg2Nmpwueeukmt7/0DtW8IhkblIrFkELxzpvv0l/rQYDVtMStHBuXJwy2h6CjsLkYZNRNw+x0hq9blJaoQezKRE6Ow4tAUIrF/oKT/VPqeUkIkA4KLl++wGBjhDCR+Lg4WeJWlqZ0LKcLhmt9tq9toaThzltvsrG1zmqxYjadkfVSnlp/mpPlCbO9U5bHC9pVw7xn2Ly0ie7HrBytNE3wKBQiCjcIIta1mdR4F++rDzF+O54fBMvlgt3dPd65/S63vnWLy5cvsrmxwcnhKb/xa5/h4x/7OB/92If57S/8Dnfu3qfIvsXN69d57dXX2FofcvPJ6zz3/vcjlOKtt97i5tM3ePHF57hw8QK/9q9/jS98/re5sXWV2WzF7u4h1joe3HvAO+/e5vv/zCf49Kc+xcM79/6YHf/br++5aGh8PHWcjSPa0JLJIoqDXMPKlqyl6wCspevdAyRIfKB56yu0904IXqEvbpJ96Bnkq+/wQ22O3FwjCIXdX1B+4ZuEskatjxBXtzHXtiBIFm5JLrMuGviMt6AR+8fYrKCajPFuTiZ6CKHQ3UZY+waNJDf9Tul6dhqJm5d19rx9fDa380SufjxhhfO9FeJpWun40pW+6joOsQuTipSqrfDak6kMI1LypM8kTJi3c5btktKW7OQXqUNUbBulgYyT+ohBOqb+yjdR4z76hWuE+X1C40HG2NjHf44/8hKu+0eAK87/+AyKEwgE7yKalFhgtKFhkAxitW8KyARicQrTh4jNq4iTXTg9gO0b+K4Y8N7jRWRZGPnIsnN+v7pCIrioSS6Mwuiu2DzrsDuBwNDe30XVNfr6NuLqhNaeVb4GETTBC5y13Lu1S5ZnFL0MoyVOCNTlp+Hu23C4GzsaSjPa3EDuPYB9S5hFtO9oNOLg3X0GO0MGWwXZOI2obqKXXGqFkYJCZl1x4LHSRsxriHkpCAnBI7UgNylZkZA9A/moj23aGGp0WqNzg2tbpFJ0US1IYcilRBK90VrmNIdHvPXNd7g3KnjKKN7/xAX6yYTjt19l/dKYZEORJz22+xdjsaxid08JhZKa+f4JB/cOeeojN3nx+1+M7W3bRE2NTrvPQZDr7DyFUwiBGBWo51OEKbCuwocW8OQqoz+axFZ3t3lKIbD2GKkHCHQsSEOIJ6VApzXxeLfi4e09JldHSOfw1qJTTZp371DISWWDkQtKu2KQDhmnoxhlHCTCxMUXBYUsSEVC6SvqpmZNjcEEQp6hrt7A3r2DvXWKPV4QqthVPFPmnwMcfAAt0KMR+toQlwPBIdKC+isvY2cxv0FmBrU55vKf+QieiIRetQtOymNyPaRuKspmRWkfZaOItkfMoIhF3HrSpyZSHOumYWmjIDNTOYt2QRsslY8FlpAwd4t46sTgyyoWCiga2+K6QqB2LZlqmdsVtWtoO3t3plNcp473IRCwpDphYSN1yYgM8KylE47qvc5yGpMrC7PROdm6paKjqoZQ0ZYxFtqILILiEBzUhyztIj5vJBzbQ/rJgJVbMm+m9HSOMJKBGaC68VWrW2bulLKq2b23R93WfPInP8k7X36X/XcO2XhqnWyUoBHUTcMv/79/hcFaj6KfQRA0c0c1q/nJ/+jH2bm5gzQp6Rr8xj/8HHfeuEOv12M4HLKcL5kuT6lcxwYBqOHX/v5nOL57Qt7PaV3Dyckx3/+Tf4bnPvE8WWJ4eHuXb/3+66yqFUfvHpOvGZ79vmcZbo+RquT/+9/+I5794LO4xtHUNU986ApPPfcUt1+9xeu//San96cMLwx58+tv8r6PvY8Xf+QF1q4NojBRP9pSfYDgAo6aQgxoiYeSxpXUtmGLSGF87Vtv8PnPf4F+v8fW5hZ/+a/8PDefeppbb73Lyy9/g52LO+z+iz3292NOzO07d5BCo7Tm+Q9/gGdfepFAoAwVzlteePF5nnzqSUQQ/NgP/wS/8q/+E1arjsMgBeSSV778TZ58+hrXLmzQU5LhaPSn2Fji9T0XDdP6ONoIu+CmohPWHdcHEXSUDlEmQyFAK1iUuLu7zH/vZUgyij/7Q8hBgXtwyPIzX6H3859i9a+myMuXSa5doHjsgW5v36K9s4d7+wHpT36Mfhur7yBEl6Jn4c5ryOEWOu91L8MfFtoJBEUyxAhFG6KFzHQ+cIin/u+8XPBxUUDwoLzHhfzyebEkUfRUn8PqAIclVxlCwKxZ0ksKMpOxapcsmgWpjILHrewCIGICpowvcCZ6j1p8OmWUjHG/8UXEk9dgc4wsUlRvQHvnNfylq4TksdTLP+ESaLRKkUaBj/kHZ208axuWfhVHJJ39Kn3svjW+ptGOavsio4NjbK9CNg0yBFAKvKX0C5ZuTutaaldyubjCI61FhJJEguM+g2QMHfBGeEFPSjI9RjUOcVLi3pvTTluKH/sArgDbKeAfL3jmJwsevrtPb9BD9XQHuAJ8TPwUl64jgLSuUdWKxK8IV19EmLfRyQK5XxF+72s8vTbG3Juhw5jgN6g3N5g2R2Si33VhzjQjZ/c5QQQ6X37odBrfrinprccXrjxdMF2sCJmgrGuCaBA24ly0kGgpsECqMsSiob13BzvZZrIz4fRwyun+lHrVkBYJh7tHXH//dSZbW4Qy8MZvvMatt+9x8fqlmFuQKJ7/2PN85h//JqcHp9x99R6JyXn2I0/zm//TZznaPWb72ha9Qc5qXvHDv/AjfOnffIm0SJkfzXl4a5ef/Hd/jG/+1stkecrJ3ikn+1N++K/8ECcPDnjtS2+zmC7pj3t88Mc+wJXrl/EEbr18i7dfvs3seMZzH32a44cnPPWhp9m6usnpSU1V19z95gMIAVMkDDb653PvpVtgaembHonUrOcTMlkAImorZIrQsF/vcuqPo1BOZ2Q6jYcEBziwQWF3nsCPDtFJD5nkUbCLwxATMm2wWGFpmgorJcpEyp53MUllfP3ZqPoPLfZ0Sv2Nd2n+8a+icoN66hKjqxcZDp7AKst89RAfcpIuuTWVKcv2BKOy2EkFznh6y3Z5jlxufIMNLaN0GOfZ0jAy67Sh5rQ5je+Zjx1GLSRKGLSK3YhCZVwsrnJr9hapSjvtWLxGpodAsHIVs3bBwpUo5empvNM3PFojJukmjVvhgiNX/XMLXyywAiAxGCya47tT3Moz2B6QmgyCj8m8BEpbRkCeUJT1glxmbGebFDo++6nI4+uIp/UtO8VVXv3aK2gRuHRtm52tDd73yRd55Uuv8qHRB+mNL9D4lkQKFicLXvi+Z/jAJ9/H5ZuXqZuSf/A3/wmH7xwx6Y1Zm4x47fW7vPHyG/y5/+BneOK5a2RFwsnRKf/1X/u/YYKMLpHZilt/8C57b+7z7/9X/yuG62OaumH37kP+73/9v2f70jY7N3ZQaQw7fPPrb/K/+c//PdYub6OLFCSU9Yr50QItBC/95Ie48r6rcawrPM999AWe/uBTeNfSeM/37X6Af/rf/iuuvP8K2zc3EZViuori2SimTUiNjso8qcC3hO+yfn/4Iy/x7PNP89KHP0jt6y49WtLYBqU1P/GzP0jP9IlOF0M/H+JDy2DQozDJOb0zNLFL17SW1lq0UCzni2//Zi7g55a6rDFlQIgUVxT4uvxDP9cfdX3PRcN6tkkggkhccKw6TkEIgVRnDNIRUim+9fo3ePLKdeTdQ9zRnOJnPoWTgtI4VFsiBhnihScof/VzEZ/cjR+m01P+H//D/4v/5S/8Ahc2N9Glw5++izEZwcU5my9nNPNTkrJCb1ylzYoY0vGYpa/1MQTFhkha65vO5unBEsVPSVeRw6OEtrNLiigcakM4Z+jDYwK+AIWJIqxUxohwrwKrtuxSL2OLsvQL5k7TlwNymXUwJM/KLSlUjybEDzoROVonVMuWbNQn9FK8tyhs/GZBgzN0PWdiL/bsCrGzcP6zx5CSurbcfvctREjQ2jAaDZmsr5GkOQUeGWK3yAUXxYvek3f6By2j3mK1AdnePdACn/UR8yXkmp7sU6uGmrqLzP0OcSYCFQwb2TaJMJSuxIqGQvZIRYr2Ge6Nt/H37qOv75B/6AY29V0kbRKdGN3XAdCpoTfpsTpewRJ8aRms9RlOYtEaOreT1AmmUFifooNHbl5DrIO8GVAri989iHkXDw8J998ivfGA8Pz7sCtoa4drLScnM9bWhvH7PtISorvfsa5jazExZ0wKD6pF6IDRCWkeu1y9dBOlzLl2RAmDEGC/fhu/sqinr7H74CHDzQGDSQQxPXj7Htffd43VdEVqUpanS+7feo+j6Ywf+3d+hHdfvcPR/SPSLGOwNqA3LLjwxDaXb16l6Bd89bNfRqeKH/yFH+DBrQcc3jskzaJF984332Nja8yla9u8/31PM5xMeOeVO2xeWefKU1f5yI99jNY3vPy5V/nAD75I0ks42jvlS//yy1z+jy/z+lde5+jBMZOtMd/3kx/lG7/1DVarEucsbd2wODrl8pPb54JVRCAooBMAD/WQNrTUsmTqPQoTT+0IlIwaqEbEmHXrapCCkVk7ty4/7s7SEkIxRghJ5Uqm1Sln/IOBHnbwuJYgYGEXzFazKJ4OIWKaRWQEFCanJwvSFy6SP3+VJEkgNIRygTi4j7nxLEr0aP0KHxzjpIcVMCRu3B5ogmfRLhmYPoU6e0oEQUoWPgbDRUW7YG6nqG59yVUWaa5omlCiu7TDxjcRjNQlrQ7MkFzlqO4rexGYNscxpptAYxuczuPdEQKERKjIw5UWEpV390+er2FluyLgyXU/knAPBBpJMkgY9AdksmBh52SmQElN7aIuZKzHyC4r5xxM9/i6iaSX9FFa8/rvvc1ysULphLe//iaisNx5+11ufvg6l/xOtBB2wVAbF7fprw9ZtktSlVMMCpqypnWOYBQne6dsbW4xyjKcbSmdYG1jnd64h1RxhNNWjv17B1x66hImNagQbaAbm1vs7Oww3T3hwsUtcp3Qy3tcuXqF0ZUtKrFCNBWJzrt3PHDpA1cYXOpT1lO8qJF6G+9a9u7vsX/3gNm9BdPjKfWyQQGJVCQ6QVvJKO+TiMisiQ6ZNgaauUDwHUG3GxmffR4x4TOQeo1zNUjDYNDn/e97gW98+VU+9ekfwZgUbwNOCaSIbB9LiFA0V4IZIaXi1W+9xmR9wqULO/zG5z7LcxeeoN8fIPQj3dlHXvowf+/v/X02rl3kRvUkh8eH/Gmv76loEEJ0Ig+QwSFCdAzUrsaohFQX6C7t8Z/8k3/Of/AXf5Gt3hjR6xPGPfAeE3xUk/dT9AVN9Y03CL0ierEXJe/dvct41Kc36CGzBLExxjQX8ccnCNtiMoXXGb6/hk1W+OSRGOrxBzjmj8cFKVEpAReRx0IgwtmvHYsfKR4tSNGDXUeRooj2s77pY4Pt3AGPrlRllO0qiow6R0DlSnqmjxEJWigWdsayXaBNgpaGzOQRIuQaWqnjXDeWYUQljwQlEVISWos/2UOsXwStum4BEDrngxBdUzaeGM7as0IltK1nb/eIX/qlf8Gzzz6PlIKqivfkU5/6FBcv7EQLqLfIYPFeYbREy+TR0izAJimq7AqUJIuIZ6NItWEsBTa4qNmQSQcvoVOjgxYpCRmlXWKF64R/AxKdEU6XqF6OunYJcXGT0EsIvomFX/jDDpEkNYzXh+RZymJRxsRN6zpYTfxhzz9/GTMAdAgEreN4IQGXKIIcYVSK6hf4gwP8vYdo+R6hp/FVQ9WCPFIMej10ojplNijdRSgTOHxwhNaSycYAk2cRKXu0Ynla0dYNufL03RqJyjjdnzE7niOEYOfiBvmwj2zjzx2KlP37xwwnffrjEeWi5P5bD9i5sk5WpGhjmB3NeHD7IddevMJoc0jSUyQ9E4VjSlEuSp58/xNMtiesZituv/IOH/mpD7G+s87he4cooxms93G2oZyvGN28yM6FCaO1AT44ynnJ5MKEnRvb5P2Mt7/4Fms7a6xdWCMf5DgbOD2YEoD3Xr9HNsrYfnqH/qRHEFCMM2QiIr9kueBCuhmZLV1gj+80IQLRbZwQpKdnepRuRe2q7j2NbfuEbgzUvZ+1j7P+TNrua8hzt5AQugtTitoai6W2FXQz9bN39Exuc8ZiMSGh9RE1XdsKJx2Z9qyEwuia3CekJkMlFeHoAclgSGryWJdLAR5slw1wBlMapSMyPUDjO3Ghp7ErRLcGee+pQ40UklRGXVUUS8sIbyKPGQRiRunKLitiSaZyMplFFgXRJmo7BdUZxElJhfMVmR6jW49cHhFcjU8z2iwmQErEeVcY6FJuHTnxgEUbLYYqgayvu3st4r8DctUj0XFtj6TD7w4DkiJyA8qTKYcPDxBKUS8b3nvjAXVVU61qTvZOmB/NmOysRx0FoDODSAStq0lVgckNWkXKL1LgaEgKjRPQVBYVJIMNQz/vd2J0j7OWelWT5glCKGwbwEetTZIkBBcgxDJVKcFwMiQkAt86QtcFVZ2QdrQ2pFckeBqCVdRtw5d//cs0dUOapQzHPVQqUa/I8+cyNSkTMUSrJIZ++TZSRG2NEGfPYUcnVRJcYDwZQQjkWRrXsuDQ0QTKxsY6P/5Tn+a1b32Lz/za5zA6YX1zwrMvPkUIa1y+dJmiKHgE9YpR4rayvPXaW7z6jVeZzef86Pd/nPHagP6wz9b2JkmqGU12eOLmkzx4uMev/sqvUVbNd/08v9v1PcKdzlrcj65Eph0VsYdRUTkc2pbPffa3+cuf/il2Ll+DPKPtMgmU1MwWC6x1jLI+cnOdkEish6ODY27dfoft7S2yIouz4H6B39ng9OF9KuuwEky/Tz4eYdYH2LZFdW3l77QCOaKIMZM5lgZHi0J1D3zcbj3hO7anCGIyxM1TScXQjKIoSaaPdINCYEhoujjraLlUXcqcQXXY5TY0lLakUjF3IyNHSUHTtlSupFD9zhbmOENaxxMT4BxucYK4eB1CSXCuM7d29sMgHxUO4ZGPGqWxbcXpyYwvffGrPP30cwThefhwl90Hu2xvb3Pl8lVOpycoKcjztANzBRarFVmSYbRhuViS9TKO2sjaz6SgyDKOT4/iy5MkSKmog6U3NjgXKOuSxXLJarUkTXK2NtcJMrIFvA0cHU4J9hR9MmM4HtG7egGbapxt+M5C4fFLKUmvn5H1EqqmjYWaiurvAOeLWAzxcuduFu/PnNYeLwJ+lKBMjh9n+IHBL5aoO/vIiSbTKV4YRLlgOR9gEkVdNkglyYvOamwbZkczEqPIU4P1EZ19ujvH1TVGeTSQywwhDatZxdF7R0jnWcvTaJvs5YQBeOk5enjCMx+9yfrFDfbu7nO8e8Lx/SMGkyE60SwfrjjZP+X7//zHAI9tWpLUMJj0CcEzO5nTHw1IEsPJqmJ2NOfSzYvR4dA6pJSsba+xnM7RqWZtvc9o3COowGI2x2SGjcvrDDcGrKYV771xj+c/+jRZP0NqhTYxTCd4z/RwymBnwOTyGtZb6lXF5hMTVCqo24pVU1G3NVmSn7+PCnW+oEVdQ3T6ZzKj6gqCmDqrSaTGEAFr0fggWLYLpJBUsiKRHdWQcO7+OXNSRatli/fuXMQshUR4ifMx00AIOseSQLhApvJurfAQLLVrqJxHmEn878sA5QFJltNTKVqJ+NwRCCIWN6HrQK3JDG1VDHYTglZIGjRGxEyGKNhzSBndCUrq6OUPDi88fTkg5vgYtIgLeO0rjErjsxuiwftsDdZEfZITjrTL/klVgalKxPwUoSRieozb3KJNZPy+IeC6LstZce+CZblc0rYtznsSJdC5YmWX3aHJRfukyqIjztcRzscj14pARCdH182QKHbffYgPgbX1AeOtMYFAzyRMdtaYHs04uHfE5sWt81deqigX8nTaKyM7qzKAR+eCuqloOv6BdsRkWcejz1AGTKKZns6iSNQGbNNSrla0rsXkaSSqeod3Dp1omrbFVZYgPVJFo2UAUmNItKa1FlsKluWKr3/hFS5cvcCzH36azYtrnJzMkY+d3rVUKJ3ROM+yXWE7OmkIMXr9LBQrRi4IrGu5fPUyBM9oPOyow1EgDJLRaMjHPv5Rjo6PeXBvF60UaZYgZRS1f+gjLzFZn3QHSXHe0dxYm6ClZv94n2tXr/LB558lTRK2tzZ47vlnyHopxTDngy99gDfeeJMHD/dQ8t8SETJ+OA4hooWw9jVSRZqd0irCS5zDzU+o6gYxHhHy2GbHe0ze5+TkhC9/7SucHp3ywafexxPvewLKkt3jE27dv8/tu3cJIfDew/tcvXQFKSQnTck7t19nv2zZvXOfwXjMU88/y8c+8X24UOJsB5N5rH05TEbYjuWghe6KiIbGx6CbXOXdRuse+926gijAws5IZXRTBCmo2xVBf3vBBHRtJtG16zQyo+MuBIxMGJgxIQhKX3dhUgk6KCpOWdlIhktEihQ62uLaeCoIQuClQBoVW+8dSk2gO//3n3xJpdjY3OTP/cxPUxQ5t27d5itf+Sovv/J1fuxHP83XvvYyk8mY5597FpMY5otjXn7561y7doONtU1e/YNXuHTzEr/3xa/SLwquX73Gk6MRX/riF7m/t8uVK5dJdMJqVvIzf+6n8dZz7/593n7rNu/dvU+/3+dHfuKH2FnfBh/YO97nNz7zWU7vP+TKeJsP/cAnuHn9CuFPmKedaTF88JR+xeJwzujCENOLj6/DI89Jpa5TeJ/do8hs93hSkVOFmrpdUXmLH0qyT76A/+LbiIcLti8rGAnKesn9+4d451nOlpgkYbwxRghYzBaRwqYNs1lFczjD1o5mumKt17K+aRAbOzAYIVEMh33YnCBOV+jK4h4cILcmiFFO29ScHJyytrPBYDxgdjBDSsmt1++xfmGTJE2wraWpWkya0bYte7eP6A0K1jbXsM5SzkuyIj7LTdMwmEQ7nXWW471jVtOS9a0Ndu/usXFlgySJUc8hMRy8ecD29U2S3EQehI9fbzjIkEKwnK2YT+dMdia0tsGkCVmaYpSkKRvufuse1z94HWEEZbWi8S37Jwdc2ryEesyyGAjnJ9YQAt4FmsqzNlzvioZ4rdwKaNjItvB4SrviuD6ipwsW7QxJ3HBtaEllRqajpuCsMWEwGDPqEPDRKnhcHZ8X/zIIGl9TuWiVHHU020SeuVLg1C1JpUEcLai/8jbpx3ZQBwcMJwNs3ouR9rJGJzm2s3UbNMnpCfmypA4OpQQ6TZCjCbVoUDo/d2LlukdlFzSujm6J0DJr55ApGrek7P5cSUljW6bhFI/rxoYa5zzGClKlsdJgfUuhFP1kk0JnSL+I2PgbLyI++09BaZKNTWSvByFQ+YpCFeQ679D2Sx689xBiMCipjhC1++V79FVO3kGnNIp5M4uOEeU6QTVdB1ZipTs/kHkBL3/5DS5fv8Jz3/8Ml5+9gA8tUqSsXRvxxu+8xb3XH/L8x17EdaJqJQRGxkNXtNkKGtdSt9FeOhgOOHx4Qr2qkalE5pLpwSkHB/s42wH0CsPG9TGvf/FNqnmFyjTlasXx/jGrdslgY0BIBGXbsFrW1G1NM61ZnpSYXJGYDNTZmhIIXuMrw3J3wXy6wLWWK89c5oVPvICzDQf3TqMdnIhqb23Lsi5pfM2yWeJDINUp68kGDXXMQBIx8jpBsWpnvO/FZyP63re0rqagH98HH4Xvg37Bz//iz8J35B81wfIzP//j2BCobInt4GKNdTz3wrN89KNR1GukoXr1Nm665KmrV7j57A0Q0FrHlSevcOn6JZBwfHII/+mfalv5/8c9YWlDi5aaQUcFG2VbFC4Q7jykPloQNvv08gyhdXeWd+fzlP/r3/5vuHz1AmmW8Lf/n3+H/+Zv/E18rvh7f/+XqKqKv/ALP8f0eM7f+D/9X/jf/vX/mKdvPsVrb93iP/tbf5f/83/+f+AHX/oIv/e1r/L3/uH/yIULF7l05WInaP/DAhP1XVposZJ/9Guf2SMfMQsc1tY4WupAXKjLXUbJiB5/uGj4zisTj82qiKmUo2TMSXPI2fhACcNGthnvo9CcZagVuqAVdArtuNA9Gqlr/rQiyLMreM9yueSN199ESsGrr73GG2+8yc/9uZ9BSslvfOYzPPXEE9y8dh2TJJwcLPiNz3yOH/rBgH424Te++Hne+v/c5ud+7Ce48ewVhA7883/6S/zOl7/KX/xLP8dbb73Ny1/7Ovu7h/zsz/4sr7/2Kv/sn/0KRb/gYx//MO/eus/f/M/+Fv/H//Q/4eDBQ377s5/n0oVNfuR/8WkW0xVmXHS2zz/+akOUmRmR0pMF9dJRLVrywpOn6tu46UokKJlE6XJ3RUtWAAWKGLEeaJjbOe+4I7Y+tE6vvULzynvId/ZxIUA75fKPf5TD/VPmx0tOdmdMLgwRaaA3HKCMRgnBmspJJmOO3rjP7HDG7D5MMgh775EDA0TUXbz/GsFA09bIIFHEAJumEz4qpRhuDLn0zCU+/4++wM/+73+GpNdBe5xnerjg9tfusHt7n2c+epO1C2NOjk5Yv7iOUAFpPEJ55kczlssVr/7ON9l9Z5fxxhr98YCXf/sP2L68SdHPwTrcYsX9dx6wc3Wbolecw2g2Lqzzxjfv8IRUPHxnj913HvLST3wAow3VsmI5LTm4c8Ltr9+iqRuytRydaZQVJD3N9GTOcDxH60cuj5PmKH5+aOpjy+mDJQu34NmXnozzb9Q5h6CyFdoYEmnwMqFyFalM8dgu6C5y9s8CrMp2dS44hHhYMCKJ31sa4IRJHlMTvfPUtkGJkpVfsGwXka2hHLP2hEynKNlDH+6jViXyky8xW89RWMTJAeJgFwmsISnx0N+M44rqmNBUzK49SYNFW0taVuQP7pMlGtEeItd3EBsXAdA+Y1keY20M8BvqgtY1gMZIKKRmYEa85+7gvGXWzFiKJVrK8/wWZ+O4JtM5WdJnuH9EWL5LPRzS7lwksSv8E8+R+QD7eyD2EZsXKfI+JsnQIaGyK07rGeWsYfvqBNELpJnG0pLKM4IoEARKGsadK+6xFYZAYOqm2NpSJDn9ROJqyVc//1V+8X/3F9m4PKZqFxyXh4zybZ7/8PO8/ZXbHB4cMD06ZjyeELklBh0yjHC4LqsjotJjZ+XG1ctsbW7y+//iS4y3x+SjjN2HD7l0+TJZ2sMHQZ7n3HzuOV4ev8o/+rv/mLXNNeqm5r133+MjP/QRNq9sx/wTBDrT0IBYVZw8PAUJtnSMN+X53lwuYziW8zXjSyOkVrz8+a9z/40HJCahrEvapsURWNmao9UxHkuRJRg1iFwGoQmiRUtQyhACrNqGU9/gQstQjTsdimeQnoldI9l0Xs/YO9mLICghu1CzCHuzPkIUc5OTyLTTlYHAU4WauZvTNBV1uyC7MUR/4U1WTWC5PibZHiD7iv/6v/y7HB4cIaVksfgOweQfc31PRUOa95AJFETngQ4SZkvE229TPTxBbGygbl7DrA/5Nkwh0Ud9fLTPwwf3WVsf0usX5HnOq6++zv5qxs5kwqXNTZ6+cBX9/Bq/9ZnPcvjufTKnMU5x9eolPvnCB8gGY47ahllb887dW1y+cumRAOg7rnOWRIie8qajET7ekTAi+baUSCEUw3TCopnGV0JAplIyk2JDjQx8RyLY43/3D/8MIQQSmbCRbneZ62c45nDu3jj7W97F2GCpFKGe4xbH0B9At7FGjgJdqMofvtrgMI/9Lt4HZtMpv/e7n6OxcDqdR15G0s2Fv1sN9NifKaX45I/8GX7gxz/FZDLhm998lS/83u/x1/7qX+Pm00/y/NMv0M8G/ONf+qcA/Pqvf55nn3qa555/lqeeu8nHXvoEn//132R/bx+vFL3tTV65c5dPfPrHefKJp8jz4pwq+EddtV8hUeegHoAnP3yZk/0Z5awiN4ZcNDBYx9kadzLDL2vyG5cJLrZ1M6nj2Cd4jI8nU4ElEYaJWsO2LXOOUc8PSZ7bIHMJl37/bdRnfp+NNjDRGjnOKTJDef0S2iSoWY04XCKFR+QN66czRqsljfMc/v4xu9Oa3tMXycZ9RNUwv/0Ac1NT9Wu28x1GaoyzLU9/4gZSg/MNxTDjxvuusf/OPtsXN9FGcunmBbxv+YPf/AOuPXWVD/zgC2xfu4AMmr13dplcGEeSqtaMt9Z48Qde4Pd/5fd5+oWr9Ac5SV5ELO94wPalNTKtQAlELhmMB1x68mLsNHhHUhg++tMf4pXfepU3vvIm/VGfFz/+PFuXNwjK84Effh9HD4+58/odLj9/maKXszYeE4KDWpE1BReeXaeXDKhDgw8WDxS6z7Q+Zna8wC9B5YpRMuHWt+5y/cmL9PrRYVF3HoQ6rFi2lta1rCVjAjA0azFK2lWx1d8VhX0zINEJpVuhXGyQN531rHENqUzJZZ9EJizdkoaWYTpCtZJVu+I0HHWE1/iP0honAwvjWA0bjhd7MTU2CUiTo6Qi1RlFmyJWp9BWeCkoty4SwoqqXUX4krCkm33GxQUyFHp2gnj7VQA0AXfhAtKYDketWNmSxtUkUuNDHMtsZTvYEHU+rW+ow6Pci1QaMmXIHPTuvEcz2SSsT7Ay6qqO5/tkg4xg+ggCsqlJ51P0YoavlojZCWmas37jeexlSblcoZKATVpWzRyPJREDchU3pe+aGRNAo7DW4qRFSI2UGcHAL/6vf4EnnrtB0JaqXZLJHsrHbs7Hf+z7cI1DSIPSmj//13+Wq09fJKgYLy284cOffglVaLJeRiMt9HN+7N/9UeYHC6xrSHqGj/7ER1nNVqwPejTTktVpiUwkP/XXfor9d/YolyU6VXzi576PrStrjHsZDS2TG0Pet/YibmnJdnrIE0G5qFjM54z6Bb/wH/55xoMhdlFRzVesVkuuXNjgp//KT7FczrHBkvUKLt+8xPvffI6dJ3YoVM5msc3KzlhUSybpGlIoSluSqJg04/2ZqD4wSAbMmxmBCqMStE4IWOacoAI03lH7llRHF07cqgVnh06pAkbGr78KK1KVkRUD/su/8zfY3N5hvjplWh5TtkvkvSO0SVnNV5RvP2Doxqxf2uav/nv/Pray4GFlV/zP//pf/5Hr8OPX91Q0VF/4KkVu8NJgtSZIias9QgbMzeuI9TFy3CeoxzfSCCQSQlGtOtqaEIxHIz7yoZfY2dnmzT+4R5KlDCfrJFmBnM/p5zm1i/hXlWomkwlJAN02JAQSY6LPXwqEVNFZ8cd0As7IkLWrccLSE/0u7Mmd34Yz8ZbrXL/B+wjnEJrathRJ/7wN/vjX/eOus38fBY+Pfsbv/HsiBMLxFDmO4xDqCuoSO1xHhRBnheFxkdgfvhTf/jWlFIzGYz7x/T+A1gknpzMePnzIr//6b/K+F1/6jr8dsKLmcUuQEIKtyTq9osAEcGXFarbkwtYWaZKQpinD0RDZtaJPpzOeeeoma2tjCpXiD2fkaYKvHZevX2U8GfP1b/4Bv/br/4bJZJ2XXvogTz99syuivnsXxQZPIjVSqm6OKil6krbX0Jwumb8zQ11ISZoGuZqiZg1iEWj3T1CjXrxfUoNJkKMctTaKwBefo4Khj6AUMXZ80S6Yu5KFKJm8eIHES0xQsKjxx6e4bz1E71UIqRCJRhmNrzycHKKrEtG2iMYxUZJ0NqO8L9CnGVmSYIzh+FBip475+hQ1kozyMddevIoXjsbFiPj+eMD7P/V+kiKK9bJRwtXnrzK6MGJtY8K22ybvFTR1y8N3drn49IXI+fGWvJ/w5AefYDFbMN4cMtgJKB1zLm48/wRJuSDpF8jMIILl2jNXKcYFXtVYFwPVsn7Kkx98Ats4kjQh6yc0rsKLhIs3LzDeGuO8Y7g+YG0yRgZYTEts5VnbmlCk8R1R3QIn6AKlZiksHLQeoUWkO7ae4+MZs3ZBSBwOR2tbhBTncCAjDVLAql12c/0YZGRDQ9tRCc9i7deSGDzkgiNIQyJSWtVQ2hVWtKzsMjITfDxJu+ARoUPDq4RU5pFmKjRCa6TSSAGta3AyEjyRkjJ0iZm5gjTDB8/KzgjWxUKpg/qUOHx7TCYTksRjBv04Utl/QNpYZJrQaEkTqih+kxmIeKhIVYbzLalKgYDyCukVXgSUjwLPfLEinS1oJuvYNEFpxVkqqwAa4Zj5FYk0mCTB92NYUlr0oD+CtsUcPmDDNhwsHXqth1KxS5erIgrbhf62w9e52Lr7syhCBHy3XnqPkIpLz15EJoGqrXHOkUjDyi6j9XMjJpOiLct6xqVnL6J7mtpXlHZFkDC5MMQrASLg2prytAIFo+0hUguSVDMYDkhzTTOrKGcNVdnglGf9+pitG1s475AJ5KMEkUT9RutrpAmsbQ5gTWJlzfBCRnqqEJVmVVq2r29RVzW+avDLlmrRcLi7T5pn9EY5KhOYgWG4NkA8vUOa58gg6ckCpytEiAFSWBDLhMUsOuR0X+KNx0uPNC661HTUDDla6sZRe0siNdY7XPAorUmDJ3RQOU8HV0SyasqIQQ8B5x3Hqz1GG30cNVVdsqqWVPuW1dGSggJVrcibEuyEo/0D+nmPZCtHZpLF8k9fCnxvQsimRqpO3R+IRQMg1gbIa9vIokBIdU4dhFg0RECMJE3ziO7Nci7uXOSZJ25ycXOb4Rs9ptMTlm2DTFN8tWS+KrmUJSRFhvOeLMsRaYrwDuEcIoCoIawqRGuRWkLyGFjDf3vb+4xiGZ/12FZrXN1Ruf7wRhwth/ElMcKci7X+KNXwn+Y6rxO+277vA76sCWkHwrEW4TwyHcQwFRRCBGT30n73L/IdhYiU9Ho9nnv+RXpFwe7DPeqy4jc/+zm8DyilcN5TNQ1FgNOTI5z79vvWSwuklARr0c7TTzOWqwVjv4a1jqZuzr9vv9encS3VYkmYVbR1jXUWkxi2Nje51LuESuELn/0dvvyVrzAej7n55BNIqXDOf/vv0P2PEjHzXrQNsvtvBA5tW1rXYp2lEYbEOSQgtMIbh50uoEs59EERhEbNZvhFA7RoPLpzaojgyTKNyzROGqxoEVc3EKZDfd8/xO8d4fbmcFKC0vhxgRgVuEWLKBeQpshRnyRJMImiSBTTTFIYQyEVrQ/U+xXFzphqXjNlSjLJMGPNopljOh+/1rBxbQ2EjfwJIykmGdnEoERCojIWxwse3HrI/HjBxuWN806FUJ7BZp/BRq/L/ojvXRsqJjsT6pf3YVDgjEbWjklfYVNB6xzexy6W84HxhT503TDvLHVbxo7NoCAfJHStGkSWMN2f4xpHmib0xv2YTdEJIAGCD1SLlvrIokhQSYwGDi62V5umoa49XrQIAbVr8NaTyIRc5xgVQW6Nb6LbgKjOt6GJmgC7OhdZpiqC36IgOYb44AOlLyF0Mffn739ndeusg2eWRNm2SKUJSdbNq2M0docpw3qLEYqKGrQmIPHeUbaLbqQYkxnPuperdk4tY15N1svwOicv+sjWkoSAFB6kxaRrcYbvyw6bHzUQUkSSpfYCYyUtDpekpDolcStMVePGm7h2hXPxXQwhdMF5MbPH+uhuQisSpQimQIUhsqpQx/ukCoQNKKuRzuBFS6ISlFA0oUE6d56jUbmyGxHpTlRKd9CIRYN3MWMhG6YQYhFxlkmxaOc0Nu4hQkgaVzJfBlSRUFHibaRq1u2KLCniYNtZrItatHJaRc5NbrBCMD06xnpLNa1pVy3eB6RSLNwpRX9EkmiEBicbXBs6YmMT7dMqOjYaB4NRj0KDmwva1pNkCdV8hV3WtFWLVpp6UaJ7GlPkpGODKqBql6h+oLUVzULiK08rPZSSOsTvWS8d8+MKHyzFRkLQHicsxkOSpSCiA806S2sj48LJ6MBBiGhLFpEbFELUdUUNF4Rgo4cmgGscx8sjUjJ8140qqwp7CItySV5k9IwgR+EnfU7qQxqpkEmCyTWh+aO7vd95fU9FQ/KjH+8UqBETLD2EtqLyFUE4tG873HN8IZfLBfP5HDpb0NbONv1+j3F/zPbGDpsbE/pC8fyTT/FvPv9Z3r13j6WtaRPN/eMjPjFZZ2tzk739faSSmO1N9KpEJgbhwZ/W+KMTWDSI8QC59ih5zTsX540yRpk2viYQBZBa6C6xbkWRDM+VwGeXEdHuBnGhaVxNaoo/sWB43Fny3dt5f/Tf94A3Gb5tCG2D8C5SJlWCc5GXj40Mfpkk+PjUnH237sGKyOyz7y+I7oH5bI5tW/YP9tnf32dzcwMhYDAY0LQt9x8+RKeGd966Q9s+QlQLITA6icjX1tJPUm5cu8Yrr32TwdqYo6MTdnf3zovEZ555moPDfd557U02GkW9M2ZR1ww3Rpjc0NQ1ly5c5i//pb/Ef/Ff/C1msxlta0mM7vSovlNfd3Y9GchEgqwrRLWCchlVyM5THtXYIid7YosmBZdOMCZB1CWsFiQE/O5JvEd1gHmNvf0Q19wBQGqJCAFXNZiijxvmDJ+5wnBjG+ct2mtsuSIIBfMZ4XSKWe9hFytIUnwbCAdLwmqO7I8IeYa5eQV9dRvbtqSpIbERJy1OS9zLb7Lz8CHZB57hneMDTh6eUjUVIbUoNAM1IJEGwQKVJKSpxCiJ91A3Aa8DmgwhBHffvsvrX3qDrMjY2F7H+gbrapxr8b5EBoPVDXQYaVTcaJtbDwl9jSgkGofevYe/chkpQydq85TVDKHEeRib6J6DxlrwFqNi59D6gJ8GTg5nrG2OGE0eSz0kjvAUMcb54L19TvZO2Lq2STrKsL6mOmkRWpDlBpGCVTJu6ko+JhJs0LrAhkBKgvdRoa+F6ToOMX8hBh3V7K0eUiVLBsmoK/pdLEBMnPemIsUozSAZcFQed1bhaANtXEOrWtJqGgumJAbdVa7mUm+DxrWUNo4ehsk6ZagjSj3Yc+eTFBIjO+ojMbp6ao9pXHvOtWlDi93aIZtNSadTMucY5H3EcMxJPacJFbUvaZuGgR7gnUA3LaapUU1LJTyVKjDaRKhVPqBn+rRtTenK2OXozhU9VVC6kpVfgVvivGNgetS+IpEZqclIL1ynqZZUp8f4lcDoFtmPePnWN6zsCqMS+mJAIHDUHJGpjJ7uk8uOLtuJGbt+BK5tCFg0BiMSnHSUdk5pSxpRY5tYEAG0zlGkeez0iIxUZjjfMK1OAWhcHYWvkxz3bsNs7wBSjezpyCYQkIiCpKfprxesX97gveYdFnZOSkZiDVrGbJWZn6OlBmJhkmsfLbkyQw0loQfHx1Pc0uPawKpqcdYy3hqiE0UIjlLMaUJAVlBVFpOAm0maY6hO3P+Pt/+M1S1L7zux30o7vOnEG+pW7uqq7urAJptstijSkkhCojwSR+Z4bMHAjAV7ZuSxNQ5jSIYN2MbYkDQyYDh9sz54MJYBQTA8EiRrZIrSUOK0xNDMzerclavurXvuPeFNO6zkD8963xvqFrsahryIbjTPPWG/e6+91rP+zz9gJgp/z0NJuEwxEFSiTxuimhBDxPsRv03cen5K5zvJOFIZqzWVqQRhKIoYlRSdl2Iq5VS8iDQQOahqeu/xPhO3mqv3lrBd0+VA3Je5maQC85Mpp3XN1HvCyyfE5ZaUAl4nUrT4/K9KchkzKXguNh+glWFWLTAYfBqxpn3knDubz/irf+2vo0sRUdc1/4//+9/iP/jv/yX+4T/6R/xv/upfY9K0/I2/9D/hs1/4LLdXZ/zqr/8Gf+k/+B8B8N/8136eL/7wD9NMWrbbDddunAg86SyT2ZTTG0csXrlB9cLz9L/1dcLvf4e86cGXk7Iz1C8/g33+JmHWEMOK3vcYZ3FWUiCtqwv8+WjR4LMn4gExzrg9fMDL9adQPKEQeGz47Pdche9/Q7NAoNqiawNTxeY3RnjrW6hZA64ivvVN0jtr8tYLg7Zp4LmnaD/3SZLfkLWBUsyYICoVbSyuylR1zdndD/jLf+V/Toyeuml44YUX+A//x/8DnLP8qZ/9GX7pn/xT/tp//Dc4Pjricz/yWdrJlKZu0NrQVFP0VInvwThw6/o1/s1/89/gr/6f/g/8v//hL3J6/ZT1ek1TCcfjv/Zzf5b/29/8m/yDX/sl/nb8zwH4H/47f5EXn/8EX/uDr/NL/+Sf8NZ3vkO2mqeeucWzzz9D0zYQE8Y44uW7qG0H3pPLyRIgtRPy9IB08Bx375yz/OCKFB0qe5b9B9QFDJ8ESUGlnQir76XFDk0VmFN9sgT1iAxTa0OlLJyfEX7tNcJXfofcewhBlkFXMSiFOV0w+dLLqFdfRseAjyPGGFwE9fb30C99jpR6YvIEv4ZkiV3k7vg+Vlmm9ZzZT32B/I2G8JXf4NanX6Y5eIY3vvY6agG1SgS9Ft6GBnNQ0TydmdUzau2wVmRby/GSyjZ86ksv88qXXkIXd4KYttKqyxZtPKMfqFRD0B0QaQtJaj+MQnqs4mmgsJAUOQUmbcPoM7NKM0TPNngcYpmNeoCW5QzndzvqeYNrnjzfQ8hst4E4BBaHcw5O58wPJBfBX4vc6d7d+7647MQCW0HnV0V+pvA+702EdoqMRKC2DSBqCDn1ThnSQGVq6YsXSWKfNuihIxGplGNmZjRqykG9y2BRpBxZj2uuhkuuqwPC7XsEP9J85imcv0cXthjlqHRFyIFVWtHqqXh3FJQjaHFAndkaTWaMgT5taPUUxRajJA7ZoNiEC/LiAH10A5Uhbs5x3/xN9DM3MCrjVE2VHe3FmkkSglpsJwzXjtGbKw7efZ9wdIJSBt1MMd2WmZ2hiy9MnzbUVLigqbWscZWuCATO+g/QwTJxAa89a78CBTdeusHdd+6wPe9ZzGZMzJRtXDOppiXjZ2ATt/Sxlyyc8g757PE5MbMzbAnxU0pRUe2RWqOE5B3IxOxReaQi4sicp2lBA4UoOK8P2IY1OkbGPBBTZOs7VmnNs196npMPoNdTzmm4+OAeTGFu5tTHBrNQBL3huDph061pTVOM93ZeOGJ3b1RF0lmiBjB4Rnz2oBOLGwpNw0lasH5vxfnb55y9d87nf+Zl7g/36GNP7GWPmTYVq3sjm7c9/rIkzF5Z+oc4WsZqrj99wgeXmVCIjCkklu9d0a0kGK4+dNhjQ+8GDtoZVtUYHEKXDqzHFTEFqmJpMMaRlCNWT9i833Fxd8M4RKZP2HcUiueefYb2+SnqvTXclUNhbWqOJ6d0Yc06rL9vm/2R35kfN154wlgulxwcHPD+b/82s+efYsAjVsxykVfhStL/jENbi7U1y+Xy0T+kFIvFghwz/dATQkCjqO7dx81m9K3FayUGHEBdSTCOJDMmhnFg0sqmELYbfLfBHZ6ScyANIzuXkF0rBAX+m2/h3/4AUkbfOKD6wovodoJShpyESe2MldZASaDb3Y5M4mq85Hw8RwOtnXBSX3skY+HxIRrquDe32Q3jIEXEzFFrjK1wtmb45uvE23dJl0vSpiMDw3vnVHOHPljAZAIhYa4dYqYGVQPjSHznnHC5BetkFdcGXAXakA8n2BjR8xZuHLNai0TQzGeY6RQzmVA3whFIMTMMA6MfxZHMWlJKNFWDsZau21LX4tkQ7t0jjSPq5IjtUOxKR8+//Je/yt/7z/4e/9f/6D+CDGE6I1WOpCHlQNs0WOvw0dOPHcPQsRkHtNZMmoYJmersTOR280NUPQXnQCvGEFkN9wnZM2bPdhwYP8jYrWbrO9QC2qfEE2Pmptxobu572pu0Zm4W4tGfxQG00TXb2HE1XkhaIAFvIqfqGterE4FX0wPeiTWOIXX0cWAbPZu4wihLIrCoDzkxC6r33iQ9/5m98VOZ7QDc9/dpdEWrJ2hlqVzN8A9+mZwCLKbka0foW8+w2q5otoExJC4V6KklHl9R6ZbGNNTGMjIQvWAxVYnXBXBaMXrh3hglaoXluKLRM5SO4heWHPWbS8LZBXzyFH1tLuFub32b/NxLYAwZgcRDesC5CTERU8LYiIoVyWRcCWJLKfPWH5xz48VTmqbBPkHn7fuR7dWGu3evuPnMNdQkY63dM/Pv9O9RFcfMjCyq23HN1E2IKAlBKgFW82peMhIEFUglgEthqHRFYxvu9Wcc1If7IingCSmxDWshpKmKmZ1SVy0VYgC0CSuuxkvWfs0YR56Zv0T79hX6fE06njI8PxeVgq4xypBy5N5wTyS9qpjF6cy97X3m1ZxaSYhSlzrCLm47BVAZqx0LeyC20GaKUZKguokbphxg3/823hqyUrihJ5zeIDUKp+doXZNUZuWXTKsZ7vweuu9lzTCaeHpCRghtfexxqqLCoA1cjSvGFDhpTvYHH8kOEpTmpDnlvD/nzjfPSESOPrWgUQ2ZLMUiYvI0xg5nJqiUsMZitSOmSJc7FIpaV9S6odbif7EN20cceq/8BdsSF18bS2MM5/2W2taknHCqZmLErGgZlszNVFx1oyhkbk1fYv7um/jpnKvZlPdXb7BoFszdglzQnkpVtNWM5bBkSB3OVBy4I1bjksY2OP0o8T0ksS/PKuHTIERzI8Xh3XfP+OCtM/y254UfeZ527lAmkomMxTF4+U3PcDFAylSLlqc+fcz2MuBzT9UYZrMZ1lS8uXxd9rIxMV4OrN7cSBGOwqtEVJlWWw6ePmD+1Azj9J706rSji1tiinvOyphG/FswXPUMg8eTOJjPWbxcE4dE6kAFw3wxwSw0la2Z3O5ozgbizWuEZ2qmZkoftvg04rvESy9+jqurKxaLxUfucfADIg3jb38de+spcmVKvG4JruHB8UP6UpnJpPnQz/uhKyd8RVU3mKTYvn4H/cIB0R2h2+n+1JpyFMMfJS2GxlWEsSdpKwQenzDjyKAj6EwufAVRCJWe63PXqU4P0AnSZk342lsSbhOC9OJ0ZlQKc+M65vox6ni+Lz4ADoyhrib4PJJCELOREj4kEk/1oQpNPaGFkQJYW6GMId27JLz5HfzlCpxD1Rr7iVvogwNpk/zSv6T+/Iuo0yPpq+YMlSUo8cIwaNyNZzGDZHBIXHBPurxXiJwBszjCHJ6gDg73iRLhvQ9Id96DbccQAmZaoa9dp7l+wuTwcE9EFAVHJsdAW9dSeK236Nqxzom3XnudN8/eZn7tlLfefofzu3f54qufxlQVfuqIOqFtYmIaMo7L8Rzfj8VwKaGcorYNmojuLwnrDanv2J6e0uWeWgv83A+e5bikD53AfCRijORkGVOiHz22s0w2FWoui19XmOtDHrgcLrjQl5w216mMEK9CTizHSy7zkqAC5IwNho1a8obeYJPGUVHblippxrhlSIOcqkwmBs8QepRSeDWQlUdpJySwPcH1wYI0KYunGA1Jbor98g+R712SrpbkD+6TloE6BEzlcCHQrjYsUSx++BbVgVy3jwFnKhqn6Iu8MPhAJjB3MzZ+K9CmtiTlqKwjp4hRxfQqK/zr71P98Iv4hSH5ETNG8mRKjyfnIAVTjihjSjqrJMtarYipbDQxkrMmYkhdJgwBFe0+jjrnTJ9KCJuuMM4yOZjyVFvjGoNXEoolBlyJo+pEWmjFW4PkqW3DNmxpzJS5ndEpWI1LVuOayrQYLW6F85J5MMShcBMUB/WBODdmjY8C15M1EzuhNVPGOLCOa9bdhpmdM3MzGtNiasvCLdjGDs+IbQ1122I2I8vxink1w2ctxMsUaO2kfAZZZ2KWtNq5O0CDJHWWXImpmaKNotJVkY7K5rYJmz0KG1SkoyMc3KLOI9ZEhsMjsnN0ectMQa01KiesMZz1ZzR1psHgfCY1U5HjEUs66IQMxLQ7VbYoNbIJa0G+3Ew4aTtVFpGZmzJpt3S+Y+w9uimojg9UpimS1YBTjqTj3t1zHdYkUvG9gT6OdH5AmXKIStKHFwUAtKahtVOcdqTk0Xp4gCgSxVjPWGLy9KorpkmWqZlSOzGhUypjLEybKSftNbq4LQs/bPMWE0SWm5QDlelzh9GaRjdF3ij7y8avWLgjMaZSUJuKnAwqw9JfiPU9iS4H7t2+pNWGqrYYY1BZM7yb8VcjRGjnU06ePWJ0HdPjCeAwxlDbmkBgMVmgFYTK0zvLbD4jrhPdtqfvPb4XRO7sziV6qpgeNLhKDM98CAxeUBetJDLejpbNckMaE3XtmB3UVKcGXSmMc8Ra1stQebIy6KxJp1OoJqjX36d+4TMotBy684BWH85s+qjxg9lItw3p9XcxL94gTUT3rFAYHli7UshTe//5h8dOO58UmIxOmnS+It3UpDghp5qYBSXI0hQq368RN7RITmKgqhSo5Tl5Mdsf8HIucyIEKRpmDepAJEecG+L9M7EVtQZlLahMHge4uCL1A9w7Rxkt+QeAydCSsHiCyuS5IbtKCgWt0HP527lETie9IyCpPSyuSpWR3roDIZM3W+i2qLaGxRQ1r1FHC/TRkQRMVRr79HU4PSYWODanTIp9kTRZ1EJc6FNJGlTjgJrLo0xjh5ofkSezR4mhtSPXDhW9WFSPI/HOB+TVBjV94JeQmwpVSUhTXm1JwbMe1iRquqzox5H11YpxSPirLTfmh7z60vPo2YxcR9bdBSpqsks4XeHDwBB7fPRkIkYrJts1CrlnwYCatqxMxMeAViM5R/owyHNmZ55SCsGJ9I6rIIl6JNmUFQ3b2JFiZIgDa79BqY6JnWK1nG5DDnh86Vaoss5kYvLEOBCjOOVVuialzDosHxBotS6+AwKjmpDIaQuzo93E53EiqlOVzOPy5RQj5voRqqrQTQXnitx1VItDaBwuJmbO0q23hHfW1PoQ72A79Dg0TVWjJpqsAkMYiWmksrIQ5hQJJOG0aIh5534qm/p4uUIfTlBVIm835G0nDHpdot1LLzxEKaZM4S2p8p+Qxb1QNmj5qNZatqseYzRmsuMABUmhRdpaqlY0taNkJsu7Uw4aoi2XuHudDVobxujxKVArmStGSduCrITzkBQOvSfiaaXlueYREGliSEps2pMvJl87W2SNUoYhDqz8mpTT/vRZaSGZ9tlj4ogaPOSIVi0+epLahZnlAnkrVn5NzAmnLVM3pdENWSXG7GVxV5JtMUTJZ6lMxTbJJqtL2mwi4uOINY6Nm+Gjo7YB00r+hqUpBafwNmL2DKFDmQYqS1QZXVsUhlg2ZquQVoESMl1Fg0Izpl7agDmUNVNRGznlx20meVlzVRTr/Z1fjJIVtDQkUknWlLsxpnGPcPnkpYjb7QloWRdz3rsd6uK1obImZqh1QyLs3XQTkZDFGG/3fhqlmdo5lbUkVxFLsdVYkcmOaSRlKUZzFodWY5y8xzk95MSZ9ziLRp6PShm0KsUIhTsQGOJAtgHdZsI6cXWxZjCaqin21kGTzxxj76mbimZeMzlouWLDoLv9nDLF6lxQBS1cFGtgpohtphockz7Sr0dWd5cM3cj2TA4B+lBjLHQ54JeRcZCY9rbS1M6SQiSkSGUM7bTGLtSOhISqEN6fERl/IhFbQ4wafbnCRUnf1dpgqQh/iBvv4+MHKhrMFz/D8JXfpZ5P0bdqYrlG8R94rEh4yFznQyNncogik8yQs0erRFZ5v3mV1F359hR58NsSVCIji3fegsXskd+rU8KOsoBEG8nGkLUiT2vMM1PM7Ag9OyI3LTn05PWa+L07xPc/IK7WqKYu7lv7X4rOgWoyJ14bUG2LtQ5VGUzdig999KQciCriTAlvKoiFMQZiYnztO8Teo49m2BduUr3yCt4LeS2nRB5HbFuRBk8yFWglxdcjt03g80eUIRKhhj6+Ue5VICq5T3nY7r9N3zjE3DqV001MhDt3Sa+/zfj2O6ReZGvkDAcz9GyKihDOLmh/+ke413SkURaSZ26+iJla/J0VP/T0Jzg5OeD4ZCZwe39OHzvxoEBTGUWVNGSDLgxhmz3u/FJkQocL/OEB2rVcXrzNxLZQuqUpR07aYzZ+wxBHIapFT5omrLXYZKSqc0ISctrRpa6EtwzEnAQ+9FfURk55VhkqW6O8YswDAyO99tSxodEayfurcIg9rzDF5aSeYkBhmFUTnG1ptz30K/IznyLHtKcd7TdGKKSrR0f0I2pWY6Y3MDcOUHffxjz/ErEoeFxSzN//gLNf/ybKGnxrWQ4dhERbtcxvTohtwjMyhpFV2jLTE3KSOWhUZCgtPpcFAzQlzpsiZUwxQrdGnd7C5TUhiSonaxjDiMoelCPhUFmjDfjgSapsSEaRJobJrGV5cUXVaJpSNFhtqFUjrrHZ47NsIpVq0aooL6AU10DZYDSWSmUu0yUa2SS7sCWSqVUrCh6SFOjydmNVjbPCZVjFJSH05MDeOXLH7O99j8+ByjgmdkrKiSH2DGPPJE2Zudnep6FJjri5IK42pIOWeXXEcrgHjFgtbn6oTKNnXMRLQh5p6wXXmutFCpqhyDindsrUycFC7xwUlawLtRF55RA7+tAxNQtiiFxFS5UVh66nCxuut7fEvjl2rMYlCS9KhgyjhrFWWDUyVZVwfmNPIjKx82JpXxUrGSm2p3bGcjwXt0LdMHMzEpn11ZZ+K3J0PTRMzYyQPUaLXivEgM8BnUZSkrwetEEhHjhaKYbYs/JrWlujUsn3KMZ5NgsPIiHtJYW4SU7NlHVcURUEKZLwcWRqpgQCEbEDr1wta/5kSjByTbWu8clT6VqswwlYquJX08g8UFLoSNHkxSgJUcws3BF+s8RUtRRmKrHyksQacsBMFNWRwV4Ztl1HescwVKMckEeY2QXZZdyBoz60ZJcw0XIxnNPaCdpqGt2ilWUMo3wO66hNRRdHVAOL+RSVDd1mxI8R7me6u70ghFpRzRShH/F3YbsSOS9Tg7kpKL8noXIqz8SRc5KiEFGe7YLFAEKOjCRaZ7EXPfmopTZTKtOy6f4VpVwOjeLgCy8x/sE3sfdv0Pzo5xh9JwQkXbNLcXgkA2IH2z5WVORhIN5fYW4egx5lg4wBlCkLg3msDim5Co8N8V9PciodOvLtNwg7T/kkcKhSFaSe9NRLjC6jVI/uEpu4ZtrOsV/4NO6LVqB+KE5y5TrHDv/mN+R/dxnSSOo6xvc6hl//hrw4ale/wlCXE3/04EfUdgA/0vzMj1M9+xS5qQje028f5XxA6X06R1I8pIyQYYss7Ekj50SM6SE99Ye/J8XwSBGiri0wN79IzgFyoNEtpvf4P/gm3TfeJimY//yPoxeaP/iV7/BDn/9hPvXpT+O95/a9d/iRV27gJjPZXLaeblzigePJNfI4oDYbWJ+xAHIc8GEkRCn+Vs+/wBAGxjiShy1NEHTAKI3zcj+3secQOJ2eSPx28PT9wL3vXrDJEl7jZho71Ry5I3LObPxmb1fsyobdhxVjnIFbAJoTe42VWpJHhU8RRcBpQxozbVWh0FyOF5x1Z2V+FX10zkzdhOvN81R2gunvocN9MgZfTHdAdOuPB5vt77naZQdEstKkqiKnAbIHLClnvB9Yrz289DRXb95hNm34xEtPUz17wjvffpe3vvs+9XXD/Kmaqta8393mpr3BrGx62jiMF8t0+ZtgNChjEVKMF86Nrolas+0SzgI5olLkuBFXuvUwSPtGy2sZyBxWzV6eqLNlNq/oh+GRz/ewI2r5KrWa7MnFImyUjImHf243j6dVK8ZLYctqXGOUYUgDUyuBTgK7Rw5rcRIUeaFlrmdsTV8+dZRAsySQ/f455kyKvuQ01BilSTkWnkBLSjWTt8/JKhE+cY1wa8ZmvF8MpTy7nIVFtaBpWlrb0sVM5wcOmiMGetYFfdjxNmJKHNcn9HFg5VekHMAhWTaI3HXjOyZ6y9HM8v46cxU9bRgY81juWyTgSQjpsFYNQxa74pADJjp87FnUxzS2Yes3vLt5m5mb0OopzlQ4UzGxU66GS/rUE1KkT1JcL+oDFk83ZH3A/Xcvefd376K/pGAGB9Wc1kyYOCGw3h3u0piKWDbBmZ4RyIIO6QZbObKJ5d3rsFkceLs8EHJibhZMbFtyeSQEcFq1dGEgpFHalrYhRY/TtoQ3JaLesB4HJkdHVEQUkYopl5tLxjzglDTV+iwHpSpXhCSHx8o0NKahix5TTt2FbUK7umAgEaZzxknDWXdnnxVSNYZrtw6YTRe8/jvv0hOpxixOlQrGaeCZz5xiakPWgXVYAoFKV2zHLSYZFnaBw3FYH9GFLSklAhkbJc5aJYc1jsWiYfK5hnd+/31Wl0vWd9Zs73XYac247Nhmvz84X16tuLx68Ib50bO6XBJOKiZuIqmn5fBtk+Wp+S2G0ONDh2lqmj/2Kttf/l1mP/tl9KwmFBT4444fqGjQwPDy03DnPmmzId69C0dzat2UXu7O/OOhvn6prB+XG6bLDeFrbzL5+Z8ivPF79H6A2GFrxTot5bQigA6GCiEm7HqniaQ11bWnCd/5PczpTei35ODJz79KKpW+KnHbOQVA4D5dTnQhB2ZGOAwxjaTgH7m+nU5WodHPfJJudUnj30c3LebgOu3nF5CFdGmMlbz0nEnL+8T7t8kxoOoWc3CNPJtLfylHciERPjyU0qg+0P/W16ieOUVZzcfgpz42Ejl/OKr2o0ZO7OFMgyLEgews6uVbuPWa+PYZ/qvfw33pJXIvngcAMQa+8bu/z/P+hMnhAebGBPeUw3zzNraZSqa7UtBO6Z55htZY0BFLIoaRd87f4/Lqrf11GG1IbsasmjBvGxplsarmsD2BoEr0qycwYBrxXXj6lTm1m5IUeAIT1bLMS5xx+7KqtROuT26wGi9JStGlnlZPxMk06nLSM9iwZWEX3Bnv0nU9Vlkq4zhpjjnvLwSxgNKasGAN/uI9SKBPnyImz9VwSWUrIVmVNtombalUjS0nqJADDkfIoQC3maQ0PPNp8uvfAJWhqbGTGU9/8jrL1cD81RfR968I33sP/7vf5hN/7o+Tv6FZnV1xdTHSHMy49fQpkSTZZdoV5UODzyKNzBnhJFSGzbgkJdAqUbUWe3XBdKbxEZSyWPtgOZiaGSlBUgnrAia1BaIGfKS7P3D37pIbTz9FM32yesJg906eTjkcTmDSHHe/id1BYJfe2Ko5m7wV0xoSztS0Tcu23+CRnIqYI2+svsvNyS1q08jv1k5gdVUxxgA5YlVBMJwhkEFD1oo2NLT1AYNf40MgpYRPidpXjN85Iz99TDqZiEQwDbS2YWIXWAVj8mxD4ny4oDKOuTsAMst0yXrYMnFT2qLIMjxQXGhlmFdzFmomAVqm4mq8ZOkvsUbT5TXdsGGIC0KuWcWGuSkOl7ukTzPhsrvDtG5BOVxphWocIwPvb9+l1Q0TM+XW9Bbnw7msxkpjlbRsbCEszmyNQuNTj5eIS/oukBUsnmphBo2rxd9BK6KO1LnlhrrJKogrosoJVdbTxkxImvLcCpdCj8VzImGUwyjwjGx9lvhrJyhxFzeiIjAVYxy5u/2Ag3ZBHzuccjR2Sggt2/E+y3y1l5PHnOW9i6JKUShaNSUhh0WrHZnMmEeuuotyL3YmcTJu3HoG++4b9N0lm3qKNY5nps9xOZzvORm5vuL5H79GOBOfuGpqaWYtjbPkNLIZO/ooEeinsyP6MJSibOQqLAW5CAMGi0bsAjp6Kmp86uniuqQtG9pXKja/q+hCIoVIs0xsdhbptxrqpsLfy/hlx1ZmNa52LI4WVLW08xIZnYI4wVYzOr8BwFKR0ax0z/Uf/RTdb32d6hPP4F68+bH2jN34wdoTymCyxv3wZ0hvf4D/vW/jfu4naUKpDZ600eUPowM5J7AaNZ8S3/6AVDckqwh5oMsZUzY+UwgcgrY/WnRkBbGxsvvlDAenZGvxKcqNy1kkC7tvRuJy1Z7lvrvWj+rl7HgJEvPsJlPy0y+QVxeo5YX0shXomIjL2+Re/ChQc9LpDQmcUjBohU2hEA2fXAgopdAxEl9/i/pP/yShrZ/okBiyh0yRDT4+Pn7B8Nin3P+3rirCd9/DXb+Oe+pZhm++QW2nvHrjRe5863u88a1vkY3iuVsvMnn1M9R1BU4R60wcRkzToAqhLqpAH7ZoVRGyqFNiihzNT1AbU9jyAgOOcaSxFTVTsgokFamVZp3XhC7jVMXUztAqcdaM6HFO1dRELYl3xlT43lNrR2sarLLUqmaMPUZZQhq5Gi4YzEhtBL6sjejpx7BlkzbswJ2QPT55DuuD0ssVWLc2FYdVS3X3PXTIqMkc3zRswhXrsGLOjKA8fUlcjGFkg6e1rZxqyzyTPJSH5p82bE5PwQjMW3vgvdeZKYXpG1SMuFONaWqGX/wKt374VbqbB1ytrjg7u0+zOGDZLFE6UxlH6xp6RokSzoasHIG410qG1KFNxE1buH+Fnl5D68jO4CykDNFiMBilUErgTknnK2jaGLl/d8XN505pWos2T553T5qPOgtr/9zf58gd77lQKSfW4woQJEGV968PPYeVaNc1Cq0tVUF/1v4Kqwy1rQCF01MkKlGBclhTUatWzuklCjrFSIiJHDZQ+uBKK6Z2hvmt1zGfeQ5/UBFdIqfI1DqiUiKXS5qcLc4WnhElAjsGtn5JYxpyjKgiz4w5s0lLyNI/r1RTSLS+tGxEWTPmnqmdAZpYGYagyKEimw3r8ZIx+0IIdMzcdK9aMErSY0ExZkFzY5armpoFrqmolJMDXRFZpRwIUVBbqx21qfFe0KLFvMaMmdVyy3F9LHwN5Yghso0bhtQzsXMmZkJIAZ9G+rSlsS3btBIuWFZYUwGJWjeEHMgkLIbatBitSSlhlBSKW7+hTx0+jZJ0qiqcsXS+p9YNOTvWfiTlFTGP5CwHDVM4IX3ocFj65MlZDgu7NodWuhSEI9ZYfPSMye9bdlpZ7vf3aA8cVTdweH+JOzmhUhVzNy/oeMbUEe8j6pZwe4rOiJA11jS4Mi+NsVR6yqySlrpC0wXhVWmjhchd3oPGtBhj8UGyNobkS9hX5ODlBW0IYrW91LRkqmOLnRSOxyTQpBlVEBJw7WrqVpxTU/FzsNpSWXlvjt0pY5K49bFwusaTBfo9R95uSRdLtPlX5Ai5u4n68IB8tiRterj7DtXxTQK72KVHQfQneRtkMkxq7HPX8W/ewTxfYRpHUJkhjkysxLDuiFiF3fHg53NGKTmpqdmCrBLJKlJdgxd/hXKpj/xVvYeaZQP/wzbZR/9NnMZwDrZr6Ad08MTNBSkVBqqThSsbB3WDL0Q/gyan7w/95Ay5H9BHRxD7R1QcD+7kRy/OuZCNnqTo+PDf2m1aQvBTKBgj4a23i2OiRMhmn/Dffp8bdgJ+zSpnzLMnXD++gXvqmKyE8RzxrOPArDIoZWVhShD9wCqIU1sorZFJM6V1NTFlTDaY5BkLESyh8TGhCOg8sPVbfIhM3QyTalRKYDKd79Eho13ZCMuiKvNFTqKBQDd2e4JWyonBjBw3JyJBLYuOLiiAVppIJO4c7BBGPlnhjGNiaibrAeMOybVidI4udiz9FZWpS7hYLqeKgM6yKGtV7q+ClV8WMh7FsdDilGVbyzNrcJKwGBJWg9IWaoWaTjHHB4Q3v069XGJvHKMOj1ier+nuD6jrMOiBLVvaumGMiiFGtNEYJcRhQkInhdYGUiCFEYwVlEKVFleS0wjZFidXVZznBMFROdNvBzZXAzhNO633LqsPz6n93HqC/bDcVyPkxof+PedEyIHaPMg52BFgfQiiPFEOUxqeRhmMtqX4FCJdpSdEIo0RdMcYK42QLJJOn1KJKIYxBkbfEXJGmxqLgcs16gsvkOtM9FtAYZUhIZkBezIfO0vfndcDuJIFUauq5NkYIOGTIqZAIpC0ozVTcuEKiNPkBJcdjZlgMNhaMVpJIZSCZCtopzIEAk5XpYiQ4lPIihofR3Gi1KJs8ykwMZOiFJB7G9JIZSTifWfIZnUlVtrGMMQlNieaSSuoWYnFRoHFsk2BPm7F2E8ZrHYMsSteG6KBSURSMoRCBnXYPUkxZE+lprjCpI0lLpys9nHbGckq2cbNnuQ6xJGMZxeUTRa1koQ3ebJK5XvEbjsTC6tFCYE0DtRWWo9W5RL8JKThyEhsWtSQqMYt3rV4epSWIhWVqaiwgKl0+X2RmPLeXwJE4dFocRF1xonPy+5cgMLpFo/ft+uH1JNTZkwen2PJUxlx1uFmDosl+0Qq50M9UyhTnptF1rCo9uoSYwo6rSSiWymJcVdKFfOxwhbLGasqosuYqViG5+0A7b8iIiSUxECVyZUD54jf/Q725Sl61pKNKkzZnfzsozYvhZo02HbG+Jvfwt04pZq3RKUJ0aOt3SdUZjJqZ3G2H/I3YtLYo1Py9ooYenJVfYh89mSYX7I3DTyhuPiIkUHlBK5C1Q263xDX5yRdkRcnMFmU6xJyp49SvFTmo30dHvrVch3GooxBRfWhS1JKcuqf9HkefO3DDP4njf1zSaCGgBoTrAf8G7dRR3PC6MndBr2YML5zl/mtEybzY5g22B/9FCpGUhSWeCaSdGAT17TJ7n6tFJAZtr4jR3nBlda0TNBlnlglpkwhBdCKPo4MYRBOi9Fsg/Red/r4HLP41YclBPEwsNoJYbG0xEKWjT/oyHoUBzhZXEQWd5Qlax4lp0X598COIQ7lhcRS23YfeDVNGrfckl96Ga8jve/pxzV96Lne3pTYYgI5CpnKqZqJm8liWLI1Vv5KmPNaFtxG1xgzY0g9JstGmuoJZnoIKT0yB7LKmGcviB/cx2SYXTvh2vEpZ3c/oJo5QpKWyGE1x6WGVdziVcbqjFUK3dao9YhdOHLwpOUV6fCaSB2zIiYJOKuUfcRnRKGxuS7zLLG53LC+8iyuzZ/wfj9aNOzmZi7IiiqFhFGWhT7c/5RA2LGcAMWGXiS6QpjsvMC92sj8jzlhjNlHWvvkyUoyLsheJHEPIW9WiYTPI+sXOjPkiA89CU2lK1QSVAljSIxi4V3mREq7da2ghcmU0DopLJ01NNZRIU6YD5xjM5Vu6OKGMQ1Fc1/Tx565mlMZ8Qxosmw0BkVjNMEG1mZg5SNDCd2CRIiBVk/oU09rpigyPkt0dEiRxjZy/0j0YUtr6rJBStE1xoGpXaAUDKEXXxoytW1xrqHbnJHGgenpCbr43ehCGlRugs89XepFdWImEmQVlRRmGjzi5xCTOF9aI0WxSHEHVn6J1RVTMxX+QepFxp4UlRZfiFDkxS6NKK3I0RPTINHmu/mmZAVPORJyQGQ6qiAtAciYIuvdyWRdslLcowjZM8SCOBiNtVO0CUCHto6Nv8CqohrJQDYiP1YlE0Xn4mcSGYL4hWhl0EkT8KAVWWU0mlrVsoaYGlTaFyxd6NBajJpCiqSUGOKANeJ2arVB15ZYpfIexTKn9V4iarUtPiF6/57pUuyn8tlrW9FHITnGsjeZQirGGCkaBg/u48cj/MBFQ8gjWjmU02Aq/Nue/PZvUP/xH0VfOySgybE8yI8YWu3kOA+WxdZO0daxDSusAqFeZZRKoDOkJ/RNU4TZFH33fax2Esjy0AH9wWa6I1HusguEWGiMBR1IQrT/vsVDzsDskFxNiHffxT7/Cj6JVTPRP7FI2jmkPfjlT4Bstd6TMFMK+2r08TEmL8zoJz42+YyPX8OTrK116V/HqzXhzduEt+5AzEx/4Y+RFOJBkYvyo4zh975D6vrCf4j4HPE7TkR2VFZMYMbg0UphjSEohU4aZTOtcRhjGfKIz0loLypBimSf2XQSJBRSQClNNHF/vSEHVBJ+iZpk8lpRHTRMqwUVjg+69/EFzalNQ20rurgpnu6x5Avs4MyexjWQE0pBoyecj/f2ITC1qWltw/XmOq6akdKAXV5Q379PPrxOF1agNU5pXHVIY1txwNONhBWphMZwPt5nUS3IuWIn9ZroltvDB7KIacfczXGNJYVEbZsS24v4kzz8ZHNiyFsmP/VZ/K+8hv/976KbN3n65/8rhDFyfvse6iBjTxTrceTAzHBaAo/G6HGupf2Jz7L51T/AfuFFzNRB17F6CjQeksPmWk6xaaRS5qF5+2AopclR6M4nJweP/ZsiZ/1Ec7OQAxb9kfVsyIEhj1irud29T+e3ZCVk1tpUrMNWNtXSwzfa7j03DupDjDb4PFJRFbVLBpUf6ZZqSm6MFl6ONhnXLqRwVI6mmrKNI2TxCuhzDyhSaYvKSRXGKP3liRPOlcjWHvossRdyK1Z67qrGFETHR895f59lvMIZR6tamodJ11kojyFHMpK3McaRzgu5z5mKxXTB4GU1M1oUCRfDGcfVabmXI30YqHXFKqywWCnKlWJeHbENa6Z2RtSZIQ3C26CntQo/iPCuPZYUY1k7ZPPNKI6ra1zFK7rQsZOL1roi5ciYPAZLo6dEFclBsn2stntU6V53htHyHEVGK597E9dyUClfsMaxMAsoBUlblrshDtJmQQ4cE9OwjpmpmdEYsYs22kHuqauGkMSgLBPROWBcjQ8Do5eiQlsDyQrPCdmAK1WxisKBU7q0wSPE3FPlispUOK1Bj4AmmgRYyJkxS5snhIRtEhPTMokzzocLwWPTIGml0bMNHQeTA1KU9o0oK8TNFKCxDbWpcMU0rbK1WMoHL2mwSYjzVlkhyStRpVit8bEUMtqg0kirGyJZDlPJY7TFWEe4t8RYi6015sNUu48cP3jRkCJ6GHA3j2ievolTluEbr7P9ld/BnDS4zzxHfupFkv/Dr0Ip9twFEOFV1ppgM0MeaJgxBC/8sA/1W3btikSKCl1PBF4cIt6a/WTcGQrZAhUCAserAp1q2RhzTB+BSDw2coFxrYWnXwAf9wYpMh7jXeQddUyDDoWX8djKqRCPiIsPqykeH7V+IFn78PhoToPPHquKx8MYCb/7Dfp374qL2SvPMvtTXybXFWN5Zrlom0c/0toZxlSiBskRYyvCOEivUwVJjss95/0Z8+pZkVOpjDE1rasJNhOGkZzEOc+OI5thRVtNRYaWxPil0hWVdRzoCTkl7o9rplUrOfIIOzsn4aX4TWLTbTC1Rrkp67ClDz0zNyu9vJqll/tpSnCR1tLwOh/vYbyltRNmdsZpc0jlDDlk+jRiteWgOiKQuNYe0b/5Gtu4YfnMdYybUefMBNHjb+Oa25vbvDB/aQ+ZJiLbKNa/t7fv09iamZ1zVJ1IzslwRs6JLmzZ+A0X4wULtyieBE9+fpmMj5F37r/B9IdvMf3ULdwHV2z+zj/l+X/rz2C/a7ncnuOvAswzfd4wVRUhF4gyezhpyGPZWOsa38xwsaZLI66YoWWSLHxJ4PaPY5v++Agk3GPvgUU/0fRsN5ySBT8z4b14m0Si0UIivRqXxWvD0IeeIXka2xY1kYyYxNcjMGBwtHryUOJrgeGVZWbmQn52sI5LYg5Y46hzTb5coY0ECGkSjozWDc4afEikLKmxja0ZQ2Q5lvmlDbWpaFxFNyzJUZIwtUk4VTHmgdW4Yign9MpUnNbXaXVb2lmiIFiHJduwxuqKkB0rD6f1LUa7ZUjirNi4llpXeNUITwWRVDa2Zsw9RmkqXTPRM3mWsSMYR20rnHL45JlZcfvzqacL631GQZ2FlFhVjsViTg6JZViigKoQTTdRCHVTI7wKqx3YB+6BPnnGNDDkLfeGc2ojvCOjpZVyUC/QaO4P9/bsfhDp5AMUyjCmkW3a0OhWEIXi/tnHnsNqIa3EnBjyyMy0HNSHDHErvhlkatWw9FcoJDjM7qbe2NGHkZATOZv9HuVUhY4jLif6Qhr0MaCiIWWJagfwREZGLGLrnkqAXk5BisKcZR7myFRXjCpw11+KZ0ospNgUGMJATIHofWn/aLQVxGtTnEmHKAeHw2pBZRxbRvrUEUsLb4gSBmjsg/fKoCGXQ7kWFCwnWIeOg/qARreMcWQVrgh+xOSMOT3F3jqGt177yPfz8fEDFQ2X4wU3ZzfFFCNnYhxIjPDCKc3Jlwlvvcf4O2/htqA/8XxRJPxhm7ECZ0hphOwhgo4jY6WomYn5S/6w1FBONQI3u2TIJ0+RN0vy1X04vr7/Pq0UOUuKWF05FKb0UWUzNwpS2nVJf0C1Qvn2saTtaQxNkXqCLFIBsZMV334POqOy4RElidLky0vUndvUnzkmBr83l3p8+OzlMyv3SGTt9+MwWGVxtibdu2R84330as3kT/646N2dZrQZ4vDQT0jfuaYhp4x2GpMSeb0kvfsG5totUopCVCr37vnJC9TaEY0iE/YotVNAZYVQh6dTI9uxIydobUWtDSfTI7wPEoNtKipnaFzDKohdcEpi3YpSaGeBkVopaqOwVjGzMxZujlWVtCyKpG7i2kIcrUpqX0keDFuZPylwOV7RlwyGXZ8WBWPO1G9+G+Ua8rRhyIE4rKiami6tCUn8IZ6ePotTtpwyFE41LOwhGTE6mtsFcydhP2u/ojEVmVjgcHnRW9XQqLZA3h8eGs3UTrkar7jbvc/cLjg6mmDaFv/PfpW4OMQHz7j23N+umF/X1IuRqBI2W6DGM+I+8TTh7Jx4GWDqcbbFBCkNlNp5G2TWYcXCzVGltfLItRiNeQKUuWsp2CcgjLuC4aPmaULscq/GSzLSTkk5Mha/CVuScx9u2AhLPDAmSaWcueJLoMWzf8fz2d3Bh/++sZmZnpPwgl5d9oy/8XXaP/YFti6hYsYZR8xKPADoRf6nRdanbdrbIRtlUUZz1a8l5IyIIlNhJD9ASftN1ocGVKIyBnJiGzds4xaLpkuCbGgcihGjOrbhCIugG1prphh8ivRpy1RPsYhM/KQ55ay7R2MqjFbURiyyjS4n4Dgy5JGJlcJgzD0p54K+JObVEdU2o30mVdLyiDmgKfC5Cpg8MoQNjZ2XOSwn2zEONFXD4Mc9eleplpmb7bkmtZIsm5GN+BMoaTvt2jiJWNwa5aBnCzK4CZv9KdzpilvTpyFJEqTSmYk5BDKX43360JNJtFWDVZ4uRGpbnCFTpisneKWl56/RxCgEV58zyVp0M8HkQYiYscMXt9HG1nJwCZ4xRnxC3nUsTlUorRiTZ8ieuZuRdXE0LonBYvJUQtaMOJRWQUiKfZBiMmdY55VwVJTCKgsZNqFnzH7f7lWlIDdopvWMh+E0ayzrYSPFl9ZoU4l1uDKYUkxYN6VxEwxTzHwmBc9q+Shc9n3GD1Q0hBzwcSimEexPVzhDPp6h802yUfjvvE39yU+QilXvk0bOpe+dksDROckNywZdNnqBjJ78YXbbfM4Zqoa8vSKHft8/BoH95eSQUcrtyUnSzNdl448feY0fZ+zd71DFWGNHjhJa3pA87Bjz4t36yM9rbUndSLzcUv/oSwIlPnKfHhQ00l/MxcTk4z06pRTWVqQ33iddLlEmM75wyjhT1EqcH3lMqaGKWdduic85S64FijxsUVf3UfPF/tnknGnMBHLGqUzIEKNHa3BY0BJUM4aB1bAtxj+RsfQVraqJxQQoo4TMoxQzW+EjhDIFdIZh1KhKEXbkJ2+kP6gUioEh9WLmpCq2JZbdaZlHfej3hMWYA2PqAV0qeLHCrcrmp41FDR1qdgq1Jvmr/cnQlELWakttmtKLl5N5yEIJtsrijLQufArUxhBzZOEOmNiZ9B/RRDwzOwclP7sjAO94NzsnQ50NB24hjovGoOYt9ec/if/at1kcTqlaQ580Xjs297eo1lHXFZWxwjuJwDPHxG+9h1p32NkURdxD/rsqz2pxb1RP8AXZbDpiTFj35LknSAtCViwkrO9X0MYc6WPPNgg73xYvhlRaDBM7wZq6KHEUWUk/1lpN7x/0cWsjvAv9IcTtscJagzZGTlkKUIbMgL9co48OyMOl8Ie0gSQLv6YoOhQ4Y1kNSyySQmjQovCKQqpLWkoUHwN9umRiWoxS4hWgW4YoxYYYmEkPv0uDQMnovc+IUcLliirsNxGLnPglAlzaGilLQqLTgq0I5yPilPByfBpF6mc0Wj24J0pLfLlBOD3rO1fo2mLm4oYaszgjmmLOJM9X0ceOmDyVkSCsTGIbIwZVVA2iSlirJa0S0uWYRxoqMTxSDp89OQsC7KwTfxp2fXnFzofSGfm8VtnSCpWy0WgpTWP2hQApyFhWiZgiQ0F39xR6rZjZuUhFUxCOhi5Fu9UkPL2F1ApBO6RYWjIl6VUJ32VHqpa5IORa9I6eKSijs5Y+jsSU9nsaKCZ2Vvwhil17mQN7p1Itqbt9GB56lwRnMboW584khYNVGlImKUEsxzQKSVdpKuP2bZ6d0dPMtijJfSh/rygr+oCagqq0OCN/zPEDFQ1WWcY4lICZulh/FtMUHdE3jrCVo/+9b6OCR31Ed36/EcYo+7eyxCQQoNE1FVqUlI+KJh762Ue1BLuHSrG5Fd6kwhjpOcowD35Gycb0oH3wUUXD92dJSkyvefDt5WdKB34Prz1R+6AUqh9hM5B9Qp3eIg0bHmael09NzllsczGM+eO7d6EULLeEt29L//XFG4zXFiTfY40Sugj5ie6FD/58JilDdjVUDVydiWpFC/8hIax0K15r5KzwIWFqeTlUysSQGMbA4D21qQpZKqKyxmR5gTSaQJI5kSKVqcUtE4n8tgmGLqMrTdCZLnp8yrKQ7Yq1oGlMw2l1UsiRal9IDrHHURc2uS9zTzOkAR+lPxhNJGbx2I9kCQKzkMZUTtNpn4y6e6KJVBjlmqhKMaJramwhOglPxWlxJJTHogpC0VOpljEN+8VEF8+TnXX2bghiIbG5zjWYl4/wX3uduckczGq8sZwHxf3bW4YVmNFgrKJzAaMq7EFLihHdjag8Q+kg71khfCWxUBRCnTao/fzPgGaz6sgZmvZRye+OhLUjDorHiX7kXd195ofbgJlcCFu+RNdnalMTkpguaaVFy7+T2OlYmPiZh2oAkYZ+ZCvlMZSSXUaNSLWzzkIsM4bcSZCaKaF0O72/VlkItjnhUAxxQ+2OSuFg0BistoSy+ZMVMUZBEYqXi7QHNURFIolpU47knAkpUZdev08iK7TKQdIF3tfFiCqhocgzZc3bhexVutpvkzEnSL6sqQW9Mw9am6oU5uJ3YPB4th/cZX7jBvXxXJBOpYvaot7Hh5M1Yx4ZGcRTwLUklbkaBxbGieIHkVcrFBMzYcyjcDRyorJtuTehMNYSlXWEqASOV4j3RM6ynhgrhlFK7u3Wr7GqLqokxRA7ln7N1ExxVrhDfdjigUbXokjLYrU/sRO61BOicEZkDwNnDDkFRqsYjcEkCWnbzZuUMz6JksWW9yEV+a8nkLMojFIWl0ytCqdg9/6W4hDY821iymW9kphrUxQQlXEP/m55VlZZ2tFRRYk3UEoyZgwGH/uSkpwJRonbpXZC+i3KlD52TOwEo+SeqfKuWKuJvRRiqrGSlvwxxw9UNMyrBYrI1XhJZWoW1YJd0EWOCaUzShuya4kXd+HgiH3C00MjkdApoQegkpZBQF6gWk+p8s769MNDLEGlmrCP9UllwSoOcNZQgIaiXpSH9MiVaFV4Bg+SDYGiO38A1/J9JJN7eZoVHwuVMymFckqxDGkQ+G339wvJzNiK8M3XyfevMEcLYqkW2f3d/e8XCZPVCo1Bx48ZvY3CaMf2V34Vs1ignrtBeuYE1S85MMJ+36WczevDR+/lw38fhUqJbGu48Qzpjd+XZ5BFztPHLcPYc9ReAwSaG+IAhRjkQ6YbB7rQU9uKWtWs06Ys/hpnK+pU7eV1I1JNhxwZyr23GUzUMIBtHVoJsSeqkYlrWY/b/SbUx56rsKS1k31Qzs5cR2G4Gi8RRpUWeC4JSS1ZmQc5Z8YgsaSKTMxZki5Dx6K9gVXVI3OvS32Zu7V8huyJMdPFHqccSimW/ooXZy8B7PvbThkqJS2tStdlfuwIiKYQgh8eYn27AwbG2GFmFXlUYKfUreXk4g6druje7bjaXqGUpj6eUlcVJ8/WmJIBkf2AspDySMwZH4U3MYaRk/p4v6hKvSAk0WE9MDuYcHA6f2R+CHco71tmORcjs/JOiQnR7oV+UISEYncrG9qMtV/hdMWgtlRGvDGCsgxjz8zOWfsVQx7EeyNknBb7X1nYfbmPD+KZZTzmJLvLKCDRh5EYIoqO9viA8O3vUr/8CaqqIuSBMQYap1j1u/64gRg4rubUxqCUQ2lJl1W2Z8qMAMQohciBmeORYKtluCIHKfxTlM1gE1eMeWRRHeDzSKNrrsZe2ql2wmqoaFr5HGMaCf6cPlZcb54uMrqMosZkzf0QqW0t6bU5SfBUHpi7RQnGyvv0yVi8E0IOdLHncHqNe+uegxccbtYwxg6LE9lksljlxHFRaSqqMhM1PkXWaYSksc6ikJPvve4uR/WJJCvqGTlLi2aIA+uwZEglfAlDZcVHowudFNXNghbFRXdJ57cMasAqI2mgvmPqMnU5YPgcJdAuRabMxV4b9htyIBEzqKRYazHeEn6QIAHOGlyuSUpcNxOeMSYmVt7jMY2Mwe8PJKkgl5Wp9vNfMk4kzHBaT0t7aefvYvbmZhf9OU1xwtxFJYQoXAjJatU0dkKtJpBhGzfEHJnbKdPXO/I7Z1JOOEduHCGD6gYWT0+Z3VyQZofUuuKyuxD5ddiwDZ6QE1fjEqs0rZ3SmAlj6mlSS7aQwijKoKdefHyx+cjxg5k7YcBq5qompJHL4YJrrbhJRSI5im+9Pp6SvvE2+ouH0BhyfhRy12iU94SLJcYpODgiOQUq7eO2P2r4PEhlrypA47PHUKGURemarFRpB1Cq8J2jXysnfpUBRU4aHrfOVIqq2Og+PlKMBD88sZWhjSUnxeZq4HJ5wdPPPo0io5MSAyEPxmWsDgUilE3BKI2/e4Y+XOC++OreZAWgD5LY2FYzGjOhcaU4I+NsC/77FDJaYNP07XfRyuJefQFO5iQ/ChmsjNq21LQf+vmd/t0pR4xFf60jgchY1bSbS2LdsEwd9/q7DGlgUi3wsS9EtgmXq3OaqmL0HqMNi3rGeugJOTF1U4wVx8GzzQcc18dsQ8fGbwk5UBnZmI2ywgheJpbvCcJSPa0YVUJngy0BOCfNUZEy9YxxJObAQXWI1RqnaqxypBx4ff06i+oAyCJDywGDZmJbYnnBVmrFSXtMDFvGcYPXFY2p2YaOfrzioG0fmafWGC6Hy8KfcFyz1/AkHELiRGuRPuVNWVSKmiNnBuRrO1thp53Y1D5hXMX7TPVcikgVCXlg/qe/RPyt1xl/923MpGH601/m+ZP3yB+8AzcW9G7K/ZRI28j733uPg6sli0WNu/Y02+1ASAlnFZmIUpnTRgq/R6Z5svt9d9j09M7QHEzZbcg7ZYrPHocD9CNExUckTQ8NpwwhRzE5ci0LO+ft7Zs0bsrENbS2wuKQqFZHM9Rs/VbIY8BBLcmwaUfgBFw2j5EuH7oOJe9FSg7terwf6X2PaRyHP/tl+v/nL2Keu0WoDElJwUCeUhkgSxE1poE+DVS2prETNIaUIpU+ZKCn1pmgIsM44st1taomoIX0WO6LpG56UkpUynBY38DjafGs/Yqz4Yx1nHIrS2i5Rpwcq3JIe6Q9qeC0Efnsric+qyf0WczNTFlrdsPHSIieEEeG5IljZGKb8r4ZHBXnw4UUJVqTlLRJrjXX8Fmkm11M3B0G7mxrXj0KxCTtxdZMeHnxCiSyd+EAAQAASURBVB5pO/nYsS/EY8fcHTIpnhe2nLJjNhgrhlA5JqJ2hfTNIweHk/qQgFiDj2mkC1sO6kLEVImQR5RSHFQHQjaMOyWX5qoX47CQilJBOYySyPM+lXQKlclZwsxCSZSc2AdpzeJqKQXYmEfWfktMgcrUkOFye8kllzw7eZZtXItdd9l/jLbllC8/v/UPiO8+JXyQTBGDSLcrU1PHmvbckF/7FuFPfhZ7uICkGNYdtoukA4V9/T76t++gNq9j0paTf+2nCQ4uhvOypsjYxp4+jTgtJG1V1bhNh7l5AgdH5OHsie/ok8YPVDT4NFJTF4//EaU0S78USZUykqfeVkx+8ofY/sOv0L7SE63AODF7rBZ6kDKadLXF//Z3aT53Qly0hDRAzKgnuMvtTm+rcUnSnko7aj1BF0Ac5ESIUhhbF2auRmGlSFCBlHp26galMkqJCYnWUbIeEFcvgP/j//n/wr2ze6SYmExbnn3uBf78f+PfoHaVQGc57SWSOYrufrVe89prr/Frv/mb/Hv/3n+Xtq6E/KSnTMyCkRHwku7pQCeLsRX25AA1nZC12p+KrbLUrqVyrcDgxrBaL/kvfvmfcXlxxV/4b//b5NKgVMUoJadYjFLAWgfrgfjePfy33qb92R8l1juTqUd7vh/Vc1ao/cYo/TaNSYbKNHD6PLz3Oub0prQKkmcIosMWSZKcAA+rY7IKUAmkHKOQso5cKxK28rdnbc35sEIhm6tJung3UHgPcjJlohlToFEttXVFp6wlZx757M5YTJlD9/ozfPJMzIS5WzBxE46bQ0LMTIzc26txyTqssFqS9KxxxDRSX6xQ82M2ect6WOEL1yTlQBe3e2vgVrcoNItqwSZ2XMU1RmVmbsJyXDGxE6Z2VngcUoT1YUOfA8ZYAbuULwjaHw4RXnSX2KYu4T4Rh2IzXmI+dYq7McfcX9N95Tfgj34GM52Rzz+gih3Xrt/C+5773/yA1aYjO02Ta7RVqNzjo/RurRUG/KOFe+nYJji9eY3Ls0vu31vx9MG0BAOV+ZR5MF8KUfnBz+vHft9uzj2QQWcSIwNPz27x3vo2tbbU1QE5FVhWS1/YFYnfzvkw5qG0tnYtwg9nWjw8MpIY6zQ01hX4uwEUYZQWVc6amALZVBBGatMSlYRaN9kw0SWiu7jdKsRQaEwjEzWlVhrlHCpvsb7B2oqmpHJaFKu0Zogiv5NQrxFXQrqGIEFkVhlmWTg/MzsvG4q0xIQ3E9kRWAFRjyEyx5CCGKIpx8ZLfkdlampdEYiswiUqa2ozYeocq7cvSacH5NqVFGHFtGoZY0NrWpx6sE045RhUwGeRw3/qCBQS5jaknpg2JDtlYCvKNqWx2hQ5sVix105QV3lvxYo6Kw8KUtZ0ARyOWlnmtsIZxzZuOLZH9GlkiB0jA1U1Z14dcDleyDFMmeJsGJnYliEKSX0MEW3FbdJkA8XldDv29GqkMZO9y+bWb6itqGF281q66PL+j8nvkTWDxtgdwVoIlrUR2fJYiNIxJfGrKO0+QUODKB+0IaVEbWum1YRKOSJw6I5wyaKvOvR37pD/xA9zZS9ZX97Fp4DVlsmkYdv3zG5VTJ65SeNm1NWC+K2vYl58lbpqqXzNQXVAVJFJnspekuUzTHVLtNVeRh3+lWVPKCO9M6fpw5ZN2HAx3C+wkMLriuxm2NmCrBzp/BzqE/Ssls11z2LWmMMF6oc+QdbnDDqI7CV/9KKZc8YZyyZsy2YsRMOERHHn6NEFdtN6p9HOqPyoT2XeY67F0Wsvt3ywwHz9ta/zUz/1U9x66ibj2PPaN7/FP/+Vr/CTP/ETLOYzVIpicpUTxlphKaMYhoFNvyHljLHSw8xJYN+6moCKaCU+CVpX5PUGtZBUSW0cdT0hx4ApZJaYIjEEGlsxncz57Gc+S9d1aCOQrNa6hEBlnKvQOZFiIty+T7q/JPcj1Rc+SWqtLOL5o4uEx8cj36eQ1KOSLqedw08nmM2Syeg4bZ7iYjhjGzaCEGgnqJTJ7Bo9MXlGin2ztWQtnA9yJpf8D6V0gfQkhCwlgbmtUuAyfhoY3x3ppgZzZMiVcAz6KBKmkKW9oJXGGS3a/RKJvQ4rGlvTmClJZeoCZTa2IeSRxrb0sWeIA62uYHlBvPYUIa8ISQx0aiOM51BOiIlE1hFnHVY5+TxJrIXXYYVB/P5XeYlVjta2KERSPMSBioZFJSelMa/xqWeI0ruutFhPi7TN0geRlDld0aQaY4TgaYwlVhlz1KJ8JL7+Pg5Drg3KWPTY47YD7mDGRfcms/mU6XxGHkdyslRal+ck8LO2CqJ6IpWnbi3GaUJZX8xDJ/onz6vy5v0hG7mQ4BQWi1UVxgQmpt37BMj7KpwLowwox5gTrZmglSIkvW+F1Lp4JzzhWpTW0j4tcHCIXuKXlUVjpVWZpb3qrIUY8HTElKndYXkNEmiDTmW9KNypXW/aqUpSQZUWI6EspM2kEqrwMsiKiZ6gMFhnCNZjlCHg2YQlWsHEtoItZDlATMwUp11RlIjsNBYDqp1yi8Kr6aIgbZ5Rvp7EXlyj6GNPpQW9caYS7gqW9dUd9HRBIDLEnp3bolZmz9V5eCQ8Sg3UGuqSpChztsKYBqfkcCisfzEZ2oYtc7dgiD1jekBiNxjQspYpFDkpthuwdoM1IsmOCPepiz1RpeLhUVEbiQ2f2EkhLiZIaS9HTVmIvq2dsI3rB3yYLFwOo3eR46M0FZRhUk0ZYodOqvC8xAxqh9Tk3f/lLMRPXQyX8i7uvaW5COTWkR3kEmbnszg+7u4tyAFnyKOQV1Mkqih7A1L86MUU9clrDHPF4Af62BNSICJJq0MaUQa8VvQ645o59eEJxjU0JjOr5oV0Kg0QgypKFDB9JOXiFpoGNmH1hPf3yeMHKhoy4vRVKYfXlpAD27BhYqdSde1sP7PHPHVKvHeBnrfYxQxSfuiF1uj5BD27Rf7uGSEKHCMvz4jO9sMvv4La1PTRobMpEK8umtt9SSCb2p6/uHvAu9OO/IPcxIzSiVhsZXfkIFBcXl7x6qc/xQ99/nMsV1e8f+cOX/3N3+JHvvDDoBT37p1xdXmJD57ZbM6tW08/SMi0cvLqh5Hz83Pu3L5DRlFVjmeff4b5bM62G/nOd75BtdkSvSdWjur8Pp965WW0s5xfXHL37IzLy3OMUTx96wVOjk9o6hbKg9/2A2+89TbDOJBSwhrDD33u86gxkO6ek9Yd6vQQ/eJNwvhkzwyxoP1ohvsj3hWFVEQWameaLVBXF7gRjuoZsT6gDx0+eWzy5cCnitteJKgRpQMTK0Sw3XqrlfSABSUpufNFcqW1wiSRa2aVSZNEVRvGZSDNElQPLk6wCHl+RhkmZsqYBqZ2Ki8ORQ5GBUZaZBKIZFFBfm6M8gK3qiYNW8bKkrwWgQ25hA9FfPIYlUgqC+qga0z2DLHHx4FEJHi/jxdOaqR2NRM7IZdiM2bJ4kjF+dEnX9IUA30U332DbD6VqdiOcjpdjlf00QmnqJ6jjMzrVGnSpGKoasZ3z2imFXnMxKDgfEnjMgSRJ5qS1ZBTxLmiIirviDbyGJ40tAHrNCGIpNF8H2Tk44yHCYxGWciRmRUnzUcM13J5ZkWqt+OKKK1RKRTyakWIFC5TfvCbVUZrVRBG+asxZozS0s7cfZvWqO0KYydSJDtHTlt0flD4PFBDy3ugSjhezlCpBgpfQmMwqiEZsVlP7Mhy4hIIostPRCHi5oBPXlxC7ZSYYasrGitcGVvW2zGKZNlY4Q6F6NEqMaRO0iSDFL4ivZwUMDzv/9toQT+ddTjrUCFjxpE800KeC7t3UBRMivzIOrAjJTdGzI+MErMtn0QKXumSA0IF9IxpLC0Nj67EOnrMQhQU4rNcodEahcHHzBi2BNVRKceD9VrRpYwyRRq9c95UEj43pBEfR3IS0qo8riRotDKoVLJ7KBbuWsy+VDlhq5yplKapD7mz7YgpFdWdKhwZif/eWZILpUvt03R3Rs0agxuykEkbDU0lXjYx7O3sxUFS7/+zU0qgNK1pyBlGPNSgn5pKMmu0ewdREN5GVWzUxzgQsqcZljRH12DoqJNhWs0529yR9V0oXJjiuZHuXKCOZsSJZYwSzPZxxw9UNKyGK7Z2zdQtCMW9z0dPx5a5nRVWuWEzXrH4wifw/+y3cAcd7ilDLj3cnEuAds7kHMhKySKlFVEHOtbUeS5QZ34wUclQ6YaZO5CHXGBPpw3GVShTy0keITbuHnZ6CArVSoMSr3OVH/gzlDoGbSioAXs1R1NP+NTLn+a1r/1dfAi89fbb/Nqv/Rrf+Po36IeRxXzOn/tz/zqf+fSn9/dJK8O777zPr//Gr/Mr/+WvcHJ6ndXyin/r3/5v8eqnX+WD9+/y1//GX+eV68+Qpg2X6xW1dfyv/xf/S05unvI7v/17/Mtf/VXeeOMNTk6P+eKP/hh/9Mtf5p/+F/+M++f3efV/9hkuzi/523/77zCMA+M4sl6t+N//tf8di7FDjx5zvEB/6vknFgy7RSAWFvHDi/+HTa4SxAQhoEr89hBGbNXiFxndbaiuzpidHKGVYhvEMndWTdA4Ghq0qjE4lE4oV3M53Mc4XdQtipwsYf9nRRLljGNaz3FJoEmfPY0z2M9o7n5jCUFjkXAbCQdK5QUU5vZhfcRm7ArxsiqIx4dNwrTSDHGkC70oGmy9D2/pSnTwbr7lnCWkRw9MbEttHF3o6cZIP24Icdx7+rNVKCtx39pokhaDqkpbKl2TShG2Hq6ESa6E6d4VXscK6T0abcSiujDSN2HLJkgBPatmdHlkquaiWKktl09fZ/jV17hxPGO8cchQ1bDacLh9h2wsy/MNqa5pJ1Ngg9aOHHdiyUD2VYHjnlxIamOw9vsXC4/7O3zUqE3z6BdSw8SVrz0B7TDK0JrJI/+/0gpVOAfLPlM7RWXBKMkXUCYVNYZCa2mIqChR5Fll2WBSxjhNev911OYUe3CN5vQEPw6Y7IlVRdKKFEdxHQRi8VaoigOmVZYhdeJtonJR4CQsTlq0xIK26v3aE3MQG3EMlWrKvJIEyia5vapCKXFHVGbCcvUux/NDUeLoonQYA/EhybdVloUT6L5LPWjNzM4knEtPQQnCF7ychLUWbkhMcp3z6oBK7XJAHiSSBgK1bmm1Lq2cslkaWXt3p25IYv2cZX1pTLsrW9DseGZGPE9CLGTNlpAasruHKvuFxlApyzZtqUu2SKVrMcTylxzW1/A5EWLch3ilHElaYbIh58h6vEIaIbFMKzmEEAX1bdyEJmSaMdIe3OB+f0+mYhbZ6y4KYCfVNKUVJIWqLRR7UfYEPHFxQP3OPUyV4MUF27jCI/tCLldgjSGWYsQYK7bybsKhOeZqvGQVVozZU5uag3rOolpQaTF1GpNwN6amLe0tQb7X3QXX61vk17+Omc5pn3+RMQlxWGmFzgqbDa1pGV/7FtUf+zxjmxn9Zt+a/zjjByoaLsIVszSlLZp2XSuW3VLIZ2EkIbCR0zV9q8E4zGpDPL8PJwfEMIoO3QfMkCGPDIsDBjyWJFuXyngzEOMop2A0ZL23iW11S9KZqGQzU9qAUaVtmoCRlGLxqlCQJbMhEUBFcpaXVukECqyLBWnIjxCo3nvnPVxWnN054+/8/b/Hv/5n/wyL+Zznnn2Gz3321f33/cW/+O9z9+7dR4oGgF/8pV/i6vKSv/HX/mOOT4/4T/7Wf8rr3/kuaQgcHp3w5pvv8jf/8v+Ko8++wu9++w/4F1/55/yXv/YV/uSf+hn+s7/7d/mRH/kR/vJf+Z/StDUazQfnZ8Qy6bXWPP/ii/z1v/6/JefMG2++wS/+43/Mv/h7/4if+7M/S/3FzxCNIjxmR/zwEALpLuLp4bGzjRVSn9Y1+c0P5D6ftIQ0ctZ/QMye2rY0JtD6DdVF4vDpT8uLE71A+Eoqe588q7BkiB1tNWNRP3gBtv2WbexorOQI7Mx5Yk7oqMg2MK1neySnHzoUsLnncTkzu9EwhIGDesLoi7OkqViNS07qY97dvrsvjj5IZ9S6ZkwjtW6YuzmL6oATd8Td4UxOsCRMElc4nWKZF+qBEU2OdHGLVRqV4Kw7Q505hnWQbIyH7/FMiL02OwaVSceGa9eOmLkFzgxcDZdscs9Etcyr49KvT9zrzxjzQBe2WGOYVC0pwCZsSy9c+qqbccthdUhkBBwpZcYYuP4nf4z3v/o17Nt3mJ+eMv/kc9z5l+8AcKQVi1mFPZjSdJD6BGZEYmqVkB4/omAAGPuBbv0DeM7+/2EoFFY5VsHwre2WuYapM0wax9MzIdhBQOnSvkrSGkgpEqOw602xQc/OYNoG5XvG134V2hmhfxv91PNUR6dUrmH0HSiDQxQv7JFNJJo7i4QU/cANsyonajHu9iyHK1rTiqeIrhiSJLDe7e+SyTw1fYq5sSVkuiAFxrDqHNVkwbRe0JTNLHnPVtWcj/dJJKxx3B8uWIct1yY3yCkzxAHlLNXViurubWnUAyZm4hpufukE46Q4DYXs6OwfPhdgx1/RZSP58Pd2ccParyRhsVhzT0rRtwnynoUUSuvUlWcpSMCsnlCpBqtqbpgjlvGSwY+kmESSahTLcMkYRow2tG5CrSv6/i4xFD68kghtazQgpG45QMh/xQiNndBultjLczi4IeRgLShHImKwTOta8lmiFAdoICoJDysraW1qKmqmt44Ib31A6CPWNRBXWONQ5W9nxb4Q6XOHBFpZHBWeyN3hHqG400atueyXkmFRWhtjHJi6CQoJXtvxqzZ+zWZuqKYz9Nhj3nuH66dP4ccRjLRAtqnHpAm2uFHK1mk+El180viBioab7Q2wiW1Y43VFZWpOp6cMaWAIBVoNPc4EFvUc88VPEL/9Nv63v0X7cz9FJor/9zfewV+usS+cYCZTURUAlppZlpv5fvc2Whmmbs7CHjyQ+hglvvFaY+0EtCelEbVYgLXEb7+GefWLYntMhiKleUCCfIjJHQFd8SR0/jd/+7d56513ODg44N/57/wFvvzlP0LTNHz7m9/gt3/nt/jW916nbSa88eY7bLebD23Q5/fu8+tf/SqbrkNrxd0PzvjUp1/h5lPPYI3hhVu3qK8foitLVU9oF8dswoY7r9/h9OSEw5M5QY1cbntqawjbkRzk2mOMfPOb3+Qf/eI/ortasbq84oOzM67/mT+NunZC0PlD+QWPjx1pbQgCTTVuWr6m9wzhlCM+KMx7dzDPP0V+6ojNcEXMnj4MQrZqW9baMt90dN/5Hex8jl0c4yaHxCiLQVtIh2OJxo058/7mDimLd/2RPeCtzTtUpc86r+ZM1JyVX2GjLgWfQI390HPzUyf0Z568jnTZc3jrAKcM2coCsYlbNmnLuluTiFgtRLBje8RqXDHRC/rzwNnVBe+Nt+niwI2nbhLaHm8yQYkGwBjHzFRMbCJlOcmpuIZesdquuWSJjoa8gckth2vkRLjxWyZ2wszNqayFqBmXcH5xwfHJjKByQU4arNdMqnm559JCOW2v0acNWy+EsUo7ps0cEPOfdVjRx45ZNWGqGkiWi7tLVsst0+MJs2nNK3/ix2E7kN/9gPBP/wWf/Ok/yvqXfxOdMyrtdMhFjhgrKEX099skALwPnJ1dcHAy3bcJPs7IxZPB58C0+FX8/zp2ZmhGGRotBeVVBJ8jmkScyDqgZPsW1EEHklcYa3DOkruR4VtfI8ZI88LnSdOGmCL25nWC77G6Ir7xLul7r6EmNVwWFOikQS2mMFtgDk+JIQpjn4jN+gGh1Ai6mRL0cUura5ypQCsSYFTFwjT0aWDmpnvJsrGOmD0YaZfli3vcWi0Rr47bKFejXAXbFQfXbrBYvIhxzR4BWHb3aYaAShk1Drh330flRHjuBbSTVtl22JDzFavtlrqtcNZSqRpXWli7g8oDVOHxZyqowuNjG7tCkpfI55gTFk0oULxGYZUmZvbGakrV+CRty1klRlBjEoxmbmS+aCzWVHvFQmtaXO0IaZRDyNjRuilEJe3SPCJzusYpOVAkJXJTmx5Ue2ocUJu1qJ7MASoPWCNtUiJsh6GE7im01tikqa3B0BaugUdhyXjGbRQOgRM5+aI6ZAwdQSd8DiVfRzGpKqZVSwoDdrPiYHnFOD9k0lg2WvI8/Cgig6t0uW9tppxK0eBQqi8JrzUDcNHf4fqt57H37hHP3mFx7Rb39F0kKVWQ1aaqyEnWkoyhMpZp9WEF3UeNH6hoqPWESVVzPpzTx44+dlhtOa1O2fo1tWmZuhlWGVZ+w/xwinr6Jty5oP/l36b6mS+iUETvSdsVuYN88gLe36PSEZslBWznUje1MyZmsjekgF0fXBdvhARZ2LJZK1Q9xRzdJL31HdSt58HuWOBp36hV+4XRoAhl3TRlrXww+X/sx36UT73yCtPphKOjI+qm4vadd/m9r/0+77x7mz/38z+PMYav/sZXJTXssRfKOsPzzz3DL/y5n8c6h/eew4NDZtMZ69VKwqCMg8I+V2j8EFBTw+BHYhTip9ESZlTVXfGPAO89/+nf+lv8kU//MDc/fcrF5oqvfv33JOJYFZfO3cfkoYPQ7stlkfdpIKhA1qmwgx9sAMITUThnCV1A5YTXkVW/QmE4ba4ztVM0ilzDVRxRdc00RprL+7jliur4BksSlOQ5p6W/tx6XewOlWjdoNFZb5m4hKYtZtNBTO2OTlgL9pYQPvbjrtRXmxDJcepbLS/Q1SRxzxoFS+OzpQid2sQ+1xVrdYquK1b0NjJm6qWmPLS0tV+dXHOopTV0RVCLeuMbBxYphfkCqp6UPariz9ayuelIvkKpzFZxkXKtpmoZKV8zzgka3WO0YU08XewYT0CmzWnb4cWAYeoIP5JzYGC/5ILVmfjjlaH5czKPYE+x2DoDaCIxstaF2wv1Z3tswbgKVdcwOJ0STaF1D3l6SmoB64Rbjb36D5hM3Ua1Yg/e/9S3iDz2NKo6HKn10dsnDY3E8QxvF8mxFtiMH88NiBEXpt/5hLpBq3w77w2LcQwr7fu/3Gw+7FfpckRloNSwqmLc7T4gCH7NTT5RCI7fkqxXx9l38G3do//iXyZN6z7lJWqGskW3z8JAcwJ9fYJJGt5p0v4OzDai7+PAGej5BXTukOprBdEEKkUgPJFS2UjSEnqpytMVyPuWIjwPaTjDaYo3DJ2mPNqYi3j9HsRIzNDLj6TVQMJDQ2uJMDYsD6DZUd+8gUYCiN5o7i65qISpWLeOpoUtbxrRG+YFK1dS2pR8umadUGifyPMY0EuJY+uGKUWla/WBjScXnwWDo00il7P5dg0RV8kRSEv8dp90+52In5+5jR21qtNNkBX2ALhgWlWOII0022PJ7BkZyLPcrlTZglpZBMqKkEWJykJA24yQjIlp89vSxE2VezOX5ZsCK62WRpUJGWUtMW7RK5FSBgkAQTkwye4OkrMDHRFYeMRjbhXEbMgFSQCdDnS2bOLINnaRDl7XIakelWiaXV3R4Ogf3DiomkymDv7dHeuWtkdTKmOK+/bn1HV5HtFbocpgQzkRgIGDmC2x+mnTnHWZP3SDs3HfHhP79twlBeF4pa0KKDN/nkPnw+MEcIbWlsROcXzOkgZAlREhYqhbIkpmuK0iKjR5pTuc4n/G/801UN6DapjDmPaSeYAyMwqLu8pYhjhxU0q9rzUTS0B4aSovDnypEtpwFRhL2jgXTklZvY85rqKdgLdlolBZ5Ug5JUjhlBpZfqqBy6ObBS/Hcs8/wyisvU1WOnCI5Jbptx927Z9y7d58b169zfnmJNqbIHh8d12/cEMOgnLh54xp+9CymB2htWK+EqaqqWjb63csUYX60wFrL/Xv3+e53vsfBYk5jJyWApJCxUuIbr32dn/6RL3N4fMSoYyHTSRVqiiUpMaC0hWGDcg0YS955jGfRYFssOuu9smV/n8tibqzBlyhsEKe6mXXMq4Ni+StmK109MNCjhkweI4SBen2JzpHUtvK3y4LktGOiG2EKl01epIlTtFJ77kFlKu75gYzcfx8jVmtQGdVANIFNvyXfE8nttC7e+mFk9B535B6aJ0JSslrhtwmdNc3UUR0Z1mHD+fuX6Cy8nJGeYdqy6DrUdksOEW2lz1wpTRoSREXVOFxVEWbCYrbK0NoWp+RUs5NXoSCYgRwyy4slOzUAWUzNGgXBR3z0aKM5mpdo9UIy2xnEjHHAmUoUTApyDvSdZ7PqMMbQzhrqWtQpXJ6h4oA+nKHmDeO3vkr7qVuo40PSxYrxe++Rrg4JE9HEl23/+64BdSvGNlcXG9abDbZxKCMbVaNrkeR+xFBKzMnsx0AzPu54YGUuG8i1xtAomLrM1AFZF/a7KBdyyuQkpMu82pJun5HOLtCnx9gXbhLCsIfui4K5vJgN5AUqJTmMNMB6gMFDDKJJXffkcI5adjBrUfMWdSh99VSKFqdFpWIxJUtGFBB96kStoPRer2+6Lam8w1kbfFVh5gcopYjZS24CGk+GbqQli5ohZVhdUN14nmxrkoKoIlsF6ziic4IghF0ieD+StWTDqCx9/ph3SO3OeVI25YeOb/tnsKOSP/iawmpHayeooBgYyj5RCKkASmO0E/vson7RZCpFiasXON1oDUWOClKspJhISpQREY8PIynJphqSx8exEF9V+Z6EKkqB9JCRX1ZgTSWHvqRJoy1NJDF8QynZ6IlYSsGAhEDtbMBTFktpu+MrZMTmv60wYyJ/sMSd1NjieClrkTifTjYDNim0tUQDlw6yiYxjsQ7XOw7EA67ZjjgZUsCnIAoqpfdEWx8DXdhg3RSzOER/72u0x7cYDGhnsduB+K13Mc/fIFsp3tNeYfjxxg+ccgniutaYliH1dGFLSIOchKISF7y6YmImnPV3SZMFi5sHuOMJ4d33cS88J0qKrMhVJafHbErG+cB63DJzcw6rI+EzPDZkkdCkpERaWSBWlRL4kbjdQDshvfc6tKXirx3aNChXk7aePGzJcYUufaWcRtR0TrZPkVVkPpthrYS9pBCIYaSqNNN2Stu0+HHgta/9Ad9+4w201lRVLafOytE2kjfwmc+9yuB7/uF//v/hJ/7IjzFstrz4zCe5fv06Rmtm0ylmOiFr0FpR1xIOdLI44Zmnn+Hs/l1+5Ve+wksvvsiiXfDiSy/RNi1t06NQ3Dq5xt31PTbvjJyd3efe7TM++fKnpBiIAeUHVBgwuiJe3MPMDsnthOSkBUHK1DiRtj12m/f2v0qxp7Bn0U4f18e7J7F/AYwSZu+mX7O2hlC34iJw/y6Nj6RrT+Mrg1eiWT6pr7HikiENjHhC9syrmTjaFXtmXwJzBt8xJr8/ycaUqb0jhMiAsM5XH2wlWbEWaeRYFCX66NEwskxmG7cMfmDWNrRtDUbTd/fIKuN1wutACp5tToyLKdX5BWq9JNY14+ipjitMBjUztDeFwR1CIhfXQ4Oj0fX+/tSmIbhIF7YM2bNZL5kfHjBZzHG1Ya2uOLIHNMuWfj2Qt3KtfRyEH6SkWEkk1uMVi/oIqx1KwSYMbO6J9G52OGF+OAMytaqJ730PdeNZ9OlN4pgwT52SQ5RUvMUUc7wgvnWP4VOnVKb62MRFUBhnmZ1Mubi6z2VzIVbHSnPYLKhM85gj44ff3++HIPyhluYfdVUKWpN4efHozyokrtoYJ2tOBJ0VZoD4zvukDy7AVdQ/8UOkPEAJW1MgG2WBy7NNcNzijoWInVJgFwGulKJyjvCdd/Fv3SG/dw9Uwr30HG72DMkkRtm6mLn5ftuNpWAw2rL1K5ypJTXT1tTUxPfeZlzMMNMDRpXohhULpakQCfUQB/q45mq8xNSWg8UJulpgfSRtluSTm6QQ8Gmki1uuxiVjHDmprwGRcRg5X16QzEg0I10esdFRmQmoTGPbogUpJL8c5D17yEL9wfN6EBqw+7epnglvIIeSwun2eUAGy9QuGPKWPklq7tRJPTZkcUMNeHKOe7m+0pCCrPmKorZRmW7sCMkX/w65hhCkwMnkPaLpGchZ7W2do8oSdGYUMTli32JXW5wydEmcHndE5BAVTmshyD80vzLIoUvLXPCxp8sD89MD1J0l6VvvcfjTP0RDhdKaQBS+QtRM7r/L8toJY6Ug9vR+DVwSkiAl4h5Z0LGcRJaqxBJfKU0IoyAIquR+aEsfRpRaoSuN1Q02RMz5EncyR+saFTzdB/dY/PmfYYgdOfYoran2qPz3Hz+Y5HIH89rJXm4Ju8ChUTzxtcMzYrLiqD6kC1suG82Nn/tjrP+T/xf251roRnATWDxLl1Z4Egs7ZaqnTOwCrBa49CNOJEoJiz+JKxPaGPLlGXl1gZofUV37Mfwbr6EWC/T0EIZIHJeM3TmumWMOb5LbT7CzOQZI3Qp//j5Ve8K/+xf+Ai8+/zzWaLJ4UBOC59qNa/xX/8yf4tXPvcIb777Fz/7Jn+CnfuxL3HrmWRYHR3zq069ydHJK27T81B/5o3zmlU/zrW99m298+9vcvH7C6TOnnF47Ydj2/Plf+K9j24qUEtevH/GlL39ePovW/Pv/vX+X773+Pb79nW9zuV7y6suf4fj4kJ/88S8zbHsabfmP/8O/wle+8/vgDF/4kc/zC7/wC2w3G6qxh/e/K6zs4+vkq7dpFoek1Qeoe6MoISqL0g0ohV6ckA+OSQ9ZZe9tgbGMt6/IiymhUWgVHkkxvPKXbMMGnwKXwwVHxX64Cx2bvKE/OaKxLfPbt2nCSDOZwa1XRG+uRHq1g9saW2O1Lt7tnrVfclSdcmhbLsbAkAJJCaFrM3aiSpho2k8YTpoTVpstLukieTLce18iacc8ig0uik3cshyv8IPHHs7QU83d7oz17R4qWOclXb8W2agyfNAcc/rip1FKsR42VMD0e6/R+AbfOkJO1FoxdTOu19fJigd5AjyQd1W6prY17mXxOVFKk1SP1xYTNO+/d5u0gknVcHx9gc+eA3fENo94RIp6GS65CpdUrqVCJFtzc8jt269z/VPHNNOqSFU14Z3bqMkRsW7Lc41M/tSX2f79r5C7EfvcDerPfoL4j3+dw8+/IATgj33UyBirWBxPufPWeyzPPRmo5hbzvGaaDvZWzvKu/uGowpP65B+XI/GxrjZBo6fl0GylT71a0/3DXyb0geqLr+K+8EnGcUnlGrRO5CzpuKqYxso9FIRzZ/Ij1x73zpkxenjumOaTT6ODJ98/p//V3yXcvc/kS5/FTKeMqWcTVns0JuckDox798NAyAo9BtwwkLZX+OsnUuiGjj73MMBJfSxwvxKC75SpFCBhJJy/RVxvGWYL1LgWM6bYsxyuWPnVPi9oZhf048jV+jbNsw2btEJ52cxr7cHASMQZmRtxR/5TEKJYOzttSxS6k1TIPKKAuS38Gzx9lPZcyAmlAiGAZ0XMkZBErXFQzbGmwtoGYxzbtdgf79R4SUtM99RO2eWb7IaPUWScRS5dGScukiWhMiVBGVWlBOEqtuMxR1olBE4FmJMFeogMv/y7tH/iWVbjWjxist3LKnXZD3SWMK0hDMSCn8bkC9ET1t1d8uE1JkNDdb7ErTypbUTimiGNA+PlbYbZgq0KIgy1BpfM3jFUTO0MR+6IZbyisrUYjuVcrNOjtLgfGlYZOr8lJE+MkagPOH3pS3D7NdTpy4KamIy7ecJQ/CMa3ZJy5MpffOx3SuUnvbWPjeVyycHBAa9996s8fXSLXcJXTELWOB/vsQ1bZnbGUX2EVZaqEobszixkUR3S/4N/zvj6HcwXXsF+7kXSUcV37n+dp2dP0+gWSf2T9DNj7OPhi3LBGozRaKNEJYElvvFtdD1BHV0jNS1GJbKypDtvw9hhnn+p5NyP5FxCjHQqmRT7G4HKoLRjOL+Dq1pwNdFY6XCmiNYWZSQrI6UkDy3LSURlxS48Jj9y4YqoQCsl5KKxJ1zew9/e0nz+JVbDBSorateIDayP1G5S7rEsqtaIZCbcvyBdLNFBU33qBcYSZ62UKmE4kqEQfcCngTF3bP2aa811rCnscKRvqRSwXUK3lgX15vPlekuvGYWOmc3f/wqTn/w8V61nkwXlqF3N1Mx4b/uOkBWVpY89czflWnODlBP3h/uc9+fM6gnPzp+n6kby5T3qbiSdHrNuWrZ5EO94IrVpOK1OySrTxY7luMJpK94He7KbzLuFqwlZsQ0DG79BKc3TB9cZx8hqWLPqNoQzWExmuGOFsmC1Y17NSD5x/7tr7JH6/9L238G2Zfl9H/ZZaacTbn45dc7dMz2YGcwgTARIQBBIMJgkQIMiRcm0GES6ynKJ9h8uiZQsSlaVq0yXZVOm6SQZJCUCJAYgAjHAJEzsns7hdb9+Odx44k4r+I+1z7n3db+e6WaZq6qr+92+75wdVviFb0CsBib1hPlblt4FA51fjBaKYTJkLd0EEWhcxayZY2eO8ZUR/Sxg1jLUep9C9zsnQ03lS2xo6auYjbahZRH6th2mZru6uVSgq23NTr2NuwRbx0+yurZCnmkCnn13QCZzwHf264qeTHHBRlxPkFBpLr92lY0H+vT7A3JToJQiXHoJfe5xrBCdeFJszamJpf7Wy8hUk33sUcoX3sKc30QcWycYvez1/6AROp+HUXOAErBd7jC7VRMsDM5lPDR89JCZ02GPftCYu/nShrlQOe9WLP3/19A6Ahjt5Zu033+F9CeeRZ06Tugko4O2KJ91wnA+aod0j6P1zVJ07IeNJlSdt0hgS29R/erv4lqPevAE+rFz0F9jVE2YNLsMdL9zOIVWNvg7d9CzCTpoRO84Yb0HiY6U2O6g26/3WElXmbczKlcRRGA93cCIiJ/R+zuI6Zj9k5vcKXc4mZ/EBsfMTpm2U/qmoLRR8pkZ2NuBY09sIoTF+9A5XHocUXTLqKiJ4zqdndSkKBf1Q1IdtUQsnu3qFgRPqnIGZpWJG1G2MxQd4NpHSWuPXfqEaGFQQpMZDdrSOENZpbhwK7aQOullKSSFzFAioQl1p5wbIjXXQ+2b6PQIZDJj7mZIFj4oserVVzmW0GXwna+Kg0RFYGWmC9IZVF95Dv7os9yZX6eyJdF4K6MO0Z8nuND5ZkjW0zUmbrY0TIvul4r9ZpvVZIPsdoV44xbyI48RNhNMOUfOp4SqpBSBamODuR3HPUdqvA3s1Nv0TC8KdPmWRGk2zAYHdtSJ2EU5gb4paL1bum5KIemZHCn08sxNRcLpMMTcuo687wmoAu7GLu32LslPPkXr2k5QruL2/jafePRzjEYjhsPhD15LH2bhTZsJQYiIIiVu4plK2MqO4UVAyVhpQEr8q9fwuyOEj2orpTK442uInQPMIIE06m8fK46RySyCo7remEAhpYr9fv/uQ5jIpQkSWdW4vSvI9U1EXiBM0nFh4+EiVjegnGBvvIM6/Ujsb3sXMwnfcbY7m1PR9dqCF+jBOmE8JYy3IVRIaaA36EqREpQCk8V/Cw6jWcTSqXDZ+fMedWuf66+8wQ07Y0KD8p773BrnHj2HweBoaWwZdcdDg7Mao1OU1ng85VtXELcOYhlqpY86v0XTzpdZ2hK/HBzWO4SMyG0ZBFIanOjswbtrWnizyyzKG1NNCTfePHy+zkMTsJNAONiDzJCkhuCiDsJCeS+E2KpaSVepfY3vPCqCWKilKVpnuTPfJsdgBn3KgSRDkO/ukvWHNL1jnbW15KAdReERfGRoNGXUTpAGHzxzV9K6lp7uoQVkSuNCFrVCXBuV4pKEgRSUoaK51WB6scnlrGXvdmA2nxOagHESUQnCgUGkFi/DcvEHApWr2K93iHxsR9s4wr5h5fQx1st9VJLhslWUjxtQ5SsCAi0SmlBStjWZzkFEWmvSZZMrySpCROBS6eYMTJ/x6pTReBeJJz+1iUAxUHHh+uBJhIiyuTIhYLrSeaBJYtCYpAVBCerQUNCD1uJkiMJF/ogB2jAl/ciD+N0R1QsXUaHBvfwW/sYu8vQW6tQmztaxcndvu4hlgJrphMrVUYgttAgRWR4Qkfbv7nu/e4QQKH1JaWfL3vPtasRauoYhu2cLY1HFUUItza6WTrvvM4QEZTLCW1ew1+7gy5biZz6D76f4RIDslFys6qpeUUVWhijRFL9Dv2/V891DEwF/lpYWS/LZT+BGU9zOAc03XsNkiuFTj9PLN6NZUDlFi4xkvhuTlPUCpw3a9OL+4iJlOR4iTdfjh57uUegCj48CSjRkMkObHiILDPUq1kThKC1MdHl08yiyJCTVVOHGgSS06CBBJBgZgdTOe2wweOkwclGF6iyyQmCv2QMi5iiRhjZECW1JrEiUropt4xBtsQWQSoPEUIVofiaFIFMpfbPKpD2gsVn8zk5zAToqoO/aESoerK1ryFSG7rA+lo6tIqJNtyfqRfjgorOoiP4vjkBmCiBiH5x3EZhNdARtffSpiLM2WmkP1GDp8NnWO7S+xojkSJVH01d9opx5NJ+a2SmBsBS5S6QkW+tj9w+QzSQGgZvHEa5F0olayUjaDB1AM7BwwIxth4N21N2n6M7fSItfGGcFsdDd8fRMDkTBJxc89HvIckb77VfAG2SRk3/kUZyPCX3jYqITZb4/2PhwQEiVIbQi1LaL4DSyhSLr43b2CeVsiYqW8zmq3+vEVAI2BPSJdcKN24imwo4OaFYFg2SICh1qP4DsDFdCiMjxBb05LMsCktA2+LZGzuaItAe9IUEbwkKuIdZBEFlKwMF8QqhmkEaEbHwhCwR3BFXS2TML4fFKEYxGhAThAzKICJ4UInLxfQA1J6ioYBfCAjC1aIB2SpROEObAzR3euXWT5OQGayureGt557VrnPbRiCYEGYVEhEDLBKk0/mCCO5jFnuLeGJOliDyFlQKf6o5SGkfoVBpDiLhg1VU2pDCH0twBEHcXlYKUBJPgQ0bt5tR2Tk/3MTpDNDX2+g30qQGt9B1wSbGwGPd4Mp0hfQyUAqHrscbDLVcFmY6ti9pWGG3I0h5IRVXPKZIM7TxqPke5hpCmNCpFSEnwcWNbAG0Xh4XrIutxM8XIGLwubGirtoo4hk4YSvUVe+2EtDJ4G3DWYcuKWlfogcKnGqzAzjyqB7gAUiCU6KRn82X7zXlPax1+ZslPZiRNPKysikJIoqvbShaYmyjWJEUEmEZ2DIAg172lwl2ikmg13xM0rmJcHqC3FcPNAUYkS7GdxjcQPFLFz4rApY7+pSXlQY0dWBIDZj7H5IMOvMYy24IQA/uNIVIG/HwK45ZQ1lC0hIMZTinksSH8kOJj5KRnNI3DjQO5yUmzlL6JQOIPwnqgW3kL23CBYG7nkesuojCQErpzExXL+1gKsgFtsB387n2koxGoNuDefBv2D0BJ5KktOL6OX5jPeR/XhYuU14Up8tFH8H4BzOLd3nVPQkVHSAKlm9HbXEMUKVKrOLfrGeqda6izJ3Aq4F2DaBvEZIQ8dYGgDV7KaFXsw/K7HC4C94ShDS25zJaHY+PbpQ+LlIogFR7PSjKkCTb2v73HyALrShKVUtWS0AryfoqROtrUd26YAjq8WKxoCRYbq6NxDQtwsQ02Bkk+sqOioZPqzJ4ioNL6GiEgU30qFytQDpaVk2k7YdJMafw6WgoyZVEiiwwIoZdxpwuByle0wXZmU6rDNkS/GuG7ubSs9nZKkt2BLKWi0AmeQG0bbFdVk8goCR88BAk2oBZBfpcIOhHIdIENDaGbm51EYafUGc84JR1VU3aBXI3RkPUL/O4Bsp0i8oSQF4QkQzlNcNN4nb7z5iECJJ1fBE0iKkm6lkAMliPPTnTvIVaMlVRdBdDiOt8RI5PYspEau+8QzT6hP8QN+7Q9aN2EiR3TuFh1ii67H2x8qKChX6cwb2A2B+cJaELpEINAuHQLP5kSvEf4gHrwOOr+83gdARu+bUj7q7iVhDAeYW953HAjool91K4VxMyYDvgRDUhif9F1Zk6ibfHNDOoptAF57kG8i7m2CBERi7DLvECYBNFfx492UZtbIBZysgHvPZB0gk8x1BDC4Z2DPIEiiy2LtsHbKgYvIUDbIqtZRMO6dgmICsFGMSRfAwFqiR8LRF1xPfH8+JOPc9+FC0zGI/7Jiy923ye60mfcgJRTyMZib+1jr90GrdGrfcyj5yBLOkGa9q73clTPPP4gdPf5brfBu0cIniAlNs2Ym3XGlcdkG+hsCHqGd9dIH9iiFrGCEWVSTdc28RS6h7Awt9Fvo3Qlpk2QRkW3Rmlol324WDEQQjCWHrEyJJvNSMb75N7hfZ987QwtlnmIPOcgOjSwi20R022MB81B3MhD3NhSnVK1Ja1tO9R2TmYKnN6nnkfjmYBHpA69BtHELBBKcLbFGKCK1SdhJFon9EKfg2q0rCQ1dUNja/rB4FRU/RDWAnrp8hi6I0cLTa7zZaYTEcouBl5d2VRKhTeBm+11ZCpRK55qXHLr+m3oBVaz1Qis8i2VLekdpbt1mYYSmrSXMtmZoitBlnlkNUceP9sdOIsjMM4S35VPRT9Fn1nBvWURKxqZpfhZiZvPUf2CkEUm1PsNKWQUNqorxEwyXB8yXBuQJKabVx8Mz5DKBEH0RHCdnXblKmosWnZzqCthqyPgSB9cF2w7gliIJt39XcIHRG1hVNK+fBF9bA114TScOU7blEdXQQwcFnuAg7uZAIu1cvfzcMGBCPFQfdcai5s7zPyUtKkRRiLPHEOd3MLt7uOff5GgNGI1R6UC4Wu8rRF5P4bkzh7Vq15SkjV6yRDwIkV2SYARpqNDxoAqEG2dB2pAQqQ3+tBgZA8fKhKVorvkrBjmKKVpW08QMrZaPQjp8JbomdFlwyEEptWUoV6JvjoEcpUzh66UnqJlgnUtUQRHR7qiEKQ6Y+6qLkCJrLLWt+w3B7SupfGr0fY6cQhZ4OvZkmkSZ3KgtlMCRK0XovCaFJrUGISNieYCcxI9IWLlcLG3ahkQIsH5AFQIL9BKY3Fxn/chmiaGmHQ1LqoeCyXJdc60SxwFYukyepTVoIRZtl5a0RLyDL1Z0Lx+meR8BoNzhCQFG1s/8b0szqGYFOc6p2zny3df2bj3tR2NNO6rCZWvI2Oo8+xARMZV5SqG6SqahLY+YLQ/gl3P4JhHnjA0WykHs1sEZZm1867ikpKFf0M6DckfvokzV6MQjLcE2+IA2wTMqVWSk33Eaixdq80T2PkIgkc7i5lNIxd24GluzAkjTaH7iBBpN2F2EIF5gy2CiyXDRbko4OOmoYDrb0V1wvUt2FqB0CxbDUIK8Cz9yoWQSJMgVzLsm9+FjRNR66AzLolKkZ3RCZIQRHyfi7J/iAQdpzWYflyTCwVbsd5tLbF8tdDBhyPEoxAQPjqqiV+7Eu/E+85J7jCDWRwiSmnsrZuU37mI2hiQPvMAHNsgOBcpR+0P1wf/QWI794KvdC4QrKkB/SIKw+ACLk9Inn4E+9pl1BmDl/G6TccSECJmhiFAofpkJuvMo0pKN7/ruxrfMGkneDyFyfBY9uptVvJVTHYauXsbNW+o+xahFRJFaUsaG+m7IsT70VKTqoxxM14CKBc5fGPbznzGUtqKpJ0hzjrm1+ZkISMfpJjjMLWO2tY0NEg06bAg3GmhSHBNREsnvR636wMmsxrSzs2u1cgiqkFWK+uYBrKdXcKJC1hXd6ofAUeLC5CJ3vI9uOApfWfrLdKutBp7+MNkyKyNwjq2ccz3ay5dusp993XUWakYJisU6lAMyRFV+3KZcfKBLUZ7M26/cZ3dnRHu+ArtlsC087iJL50nFY20aAtqNsVN90k++3HclevU33s9ln9PrFF/+Xv0fvbHaIN9b1vwyDwKPrB/Y8Sx06fo9TMSc9jvb3yDEuoHelPEZxMPpLZtmNnoLqiUwYbIcmnqCKLr64LNfItcFYggmPuSVGZkMnvvXA8gtSbsjmhfu4y7cp3BL3wBl8dSdLDtXb9LpxD7w0dX5TjCDGlD3fFl0ruuQ3QtqUWLCSLbwkuBPrmFzD7J7KvPIVcGmPtOoc6dicwvYfHvojKFED1PEgwuWPbslJV0dallI4Vaaj4IpaADEy+ktueujBgYwTKjLNQQn86Y1yXTiSPfDPSSlZi0CYlSKqo1inm0/5aKxjfMmpLGNWR5Tl/3O70NR2UrejKJ1VsCAUuicpxz9JN+5+YY575QxAaO9xihUalh1s6wrcIhaYOOuoje0gjZVVAiTdfJTqCPmIQMdcfkUrGVFEI0CEyTQ5q+DwEbPAflPsFZCjPopLZFdLQl0Nf9aP7n54RU0tgoJ9BisbIlCbEt0iMjlXkU++oO+ZYWhUJ3AdICQ5SoHtnKGmbQp/r2S3D2DN5bQjB4AvPOxMuQRLVIuai+tKQhobTVMgAx0mC7ioMWhpV0DenGVLaitS2+029QnS7NpB1TjWq2r23z1muvQdLnoTpnw3mUaLg9vxkfm1QkOgX88mcfZHy49sRjBbrfQw42oBjikxyhJVIk0NFNrKtJRULYGcW/lAiQGq8GTPevU2wcg4NtjIde5eD2pTgRev1Y6t9+Pv49md1lJkMAyinhzH2EYhCLaK0FJzAq2mDjwVMi5dHNykNoI1vANSCyiIkQloUWuVzYXIdA276PnmZ4779jXH8EPHaPv7qw9X7y8Yd54ZXn+crXfg81r3mmOIdCoPM+7VvXqJ5/nVA3sDkk/8Kz0M9pXUNd72K9p1C99wViCQ5trH/QiFgBtzz4Y+VAIDsdgMVnRJ7/jPIbL5L/mZ/GuTbWF45YHwMMzRDMEdBMDnM3Y9pMIlJb6uUicsHiQ+QfryQrSDQ+eKbeYYYbZPvXsGGKFtGsqGeKpRlaDP1jX7OuosKj9Q7TVRUA5keUAReUPS0UyYWENAQMDZ5oY5vqNGbdmSTrCTgWZXxVLRANlK7GH6uRwSKdgDIGxulxxXq2CTqjaibYcoK3B1jvUUJgREom3qt0qISirwZABEe64Khcw9zO6enu566hDi2tcAyOFRiTolVspx2q7sV5mnTKdiE4NJKtrVXM3pT9pmVWJEzfuEPrK7Iso9/rMVwpKNaHZGSE/StYCeLBx6nnY+bHJMVnPgqXtmnfvkLywDHq3/1Dkk88hR8W76lqAfjWMT+YoLWgXyRoffdBp7sy6gcZmeqxksSyrDHRplfgok6+NKQhsFPtIZD0k2hz3pNFNw/vXg9SakzrKX/vu/i9EfrYOvlf+HlqW7FENf5rD0Fc7ZEtoEXsaAVCZ+KX3OPvvIfLjG1rxIoh+7c+jXv9Ku1Lb1G9fJHs0VXqqkR2xn2Hw2M7fQQlDFvZMSBiaBaHSqpSxvUITxvxQkYRtm/C1hkyldH4CusdaUjZnRpuv71DezChGCrOPnucVBYELAfNQWeNrmlDxBVNyhFa5ORiQE8W9Hp9CpnhvKUONVpqjJBkpocQMWEzIsViWc/WmLYjZu0EGzxn8rMA3HYlMz/DifjzUX0mMgjkHOsmDOQKuY4HtMd1MskF0JCoZKldYpQAr6ntHOFDbAtphZI9rG8iWHjRSjVRbn7uZlEnRhfUbkqicipqjEjROlZRW+VjQoTtAt+EhhmKAg/LgAH8Qmc0tnKE5Hhxgr16j8z0SKwkjMeIfo4+9wgtluCiT8SoiQmg7nBxC7pqbevOUjv+nhQxYItJmQPhqcOcoVqhbObL/VVJtWxrpKbH9sEuOzdv88v/7l8F4Df/xT+lHU05fXJBmY9DCdlVZT74SvhQQYM4/QCjpKX2LYopiWs5qPbo6QEuBHKVkamMiZ9RrBYoIalDdDlTJkGrY1QB0o2zyJ0x9VdeQQ9yzCefIpgoosRgo8vYRUdLECgh4uZlPSGJlrnLpqMPeBm9JgSi+3kLnY55wIO0qFMnsdNdVG8VkeSdzoPqqkIxR1xQOP91x9HN/Wjm4UJLtmF4cu1x5I0xvHyJrGyovvp93M4BUgnMiVX04w/R+JYqaRE2OugR6Cx3O0DQPdoNi36vDRZPiyZZCgIdHVHtTXZ204cZ1ruztVBWhFlJyBKcDOyXu3gfukO6QHcl9sX3umDZrXcYJqusylUGesCmd7EU6Vvmds7czpjZWHbLVaCn+yihibpYc2qTMG6nGBFw3rJf72OkYS1dBwItljbUTPzeMljITUZmEnZno06xEeh6pXEBBSpX46XGy6QjR8Qep1Z6WempfAkInAl44xGdCmfwfRpbk2U5Q7PCyB+wW+/QcwWD4MiVoGnqqAoJdGEZNjQkIu/mhO8qVnG+qm5uVMGx1+yyLjZYTzYBGM+nSHPAubXTGGWW+AV/JGA4+r6Xh6aIjJ6syNi8/xw6wMLVs543bN8ecX49+nc0zuJqB7MGYTzKJYgsQZ5aRwRL8/ZN1NoK1RtXkKc3USc378LPALTWsX8wZ/PEcZTW75k/99JXefdYrJXMCJK0D6JPcJZp02AtnblTBKRFHZAM3TmfChF1XXxoO8XAJEoSv3OF+cvvIM+exDxyAdHPaW19V6n/X3fEZx7v04bITpIiVozUPe73B7VmgguUYUpyboP02EakSH79ebLPbhE2FUHLpWR8FE7ukBvde29CxdSOsd4u7dfrULNmVtBeElwdAdxa49o4t5VXNLMWe2uHbDgg2yjo9TW9JCOTBVM3izRT5BIPALCariNDQtW2jJt91vMNbpQ3gIDu2A0aSd205LogVzmJUuzXe8yYReqkyCi0RgjFzM2oa4cIKVmW8toBbOUB0Y4woo2U/dBggychAksjuN2SioJEmch0UBlOCJAWKTW+qeI7kRrbCqQU0ZIciZKa4Dw1dRRt6iy7BZrSlQhXYVRG7gzZsI+7NkeuCpwWtLSUoUYoEQMdAikZUgQqZ+nrAVXHQGh9jZeeXtKLOJK2QTctcnUARiNCwNmohKnUDOfgYCaQSqBNC8RqZAB0SJAux4U+Xt2gtpFCKpSIreJu6RemoDBFbJ80kS6e6oxURS8frRfngEBpQ5rm0HU/nHfMm3nEqoUPfvZ9qKBhTI2jpfYlsi3R1jCpR/g0xknOt4TgSVRGIz1GKbwXWBdopWWoB1S+icpUicZPW6xXcGMfdXIT8jSyG46W+iKihqAEQcXN8D3tVtE9akEENAaFCHIJ/AtBIPIhbN+GJIc06/IgB0JFwQ8f8O9TZHj3WADLIJb3F2AsiJmkFmbZI/UdTWrOjM3eCv1eD5kUiJ5G5gneN8iVIfL8KcIwJ1iB8zXKxwqAlkmn1tgB4Lpe5L1BWNHB4/037bjxuOC6ntwhgGxxT21oo/pZF7hZ3zJux9EURmgKU2CEYS1di5a+romHdIh9OduxXRQCF2LvTi/0O1zDuJngdFRS01LH0r8OaO8oXYm3Ed+Rq6JDWMdsQwaJCpKVZKVz/Yt+9FLIeD9SR5GwziZZdwFL9Duw+EDnBtdhZToqV+hwEUrI6EUgNYlK42ZQlRhtYjagA33XoxI1AU+rFWmWkM9L1Fo/QvkCHUgxPmO6wzuCy6LtuyI6bmqpI+88sOSjZ8aSmoz5Xo3RnSqhDGDAp5ZM59H/gsNrh8D0YMZ8XhEE9HsRIb5gWBAgSTR7d0Yk7oBqZxIdRZs9hIZskKH7hqSfIk9sIG7sIfoFvqwIu2OCUoitlRjQA7ZpqecVddVGbYh7qKF+IMrkkTUbQqT62c4mXEmJDGA7QaEiyWMpW8kuyAxLQJgUEsoGtzOmvXwHdfo44vQWYtiLinf+3i2WxVg8ww8ibhWz/bhbK2m6HFO8K6Q7/FyPv2udHu4bcf2G1BBSjcwN6uwm9sptmMwQ6wPE2pDQ0esWDc/F31/0uY3Qy759oQtSnSNnM3w1h/4KrpvvzrvohLs3pa1KslMGnRtMKmh9Q6oKvLfdOo6sgJ4pOuxMVEcUItKWrV8oRUaVSBs8HkVPD0hk0jFN4r7tO7ColHKZxEghaYOktNDWgjQENlJJJRwutLigqJzrcFoWKU3EcwiJD2KJ6dDSRG8KV9G4luC7FraUhOBi5ZlOWMrWaBExIUIu5AIsugMyO+9RPpoZBgHSRGCH74J9H3xUzl1U0EKsHja0TNrJUqTLhwA+JiXOBax1BGvxO2Oa1y7DSo7sJehUE9roQYFsWCg8yiO+SEKKSBLs2po+xCTS4WhEg0oUa9l6lHAXLI3stNSE4Ci8YDB1fPfb3wCVkNiaTPtYdTsyfPCIRQL9AceHChoOyj2MUJFyKSLbYOFrvtAib3xDpnLaYGlcfPCLjF8QAURtNQFXobbWQUnam3diL3tzFXK93KAgEhIWbb57groXbpYc6dkHzSEZEUKQCJUgg4CmgbZBmISAQwhN8FEa9P1oZvcai5666zYGJRZLyS+/N/6e46A+oLQlw7TCa9D9ApEnyCIhObeF2FrHn1jHteWSSrYAY6mlnnt3a125+lA+t2NqEJZ95IWxCdyN/F5kSz5YgkjuUUKOWbrSOkbGUdMGH6IldB1qWl8jhGQlWWXWTpnaCT6EqLjmmxgFd/FbFSpkFxJHUxXDxDaULtpnJ8qQqJRcpei2IRBpU1okrCSrQDzgXWiX4LehGYKI1yNQCK86fIoEEeVyvQ8kUmGxHQiyE85xNh426vCZRACTQhIpYIlMMTL6XsBtCl1gpCEER65ych1FeqSWYDTF/gi/mRJ8R0oLHoUmLGeD73qw6vBdhZilraXrXfm/w2wkmryfMZ9GCmpst3mC9iQDoB8zDS2jbXxbW5xtmR+U1FWDFvHA9d1BKYQgSRJW1vvsj0rc3jZV7XAmRZSxPOp8IFEKVRSolQHqzDGo24gzmpRY69DDHiQR0NmUDdW0QgSIDuKHLI0PMwSAjCSzxkW/gNa5Dg0uY9DvoQ0NucrRsrNS74CpqquUKZnAbET71jUCCv30w3jVgcsWSPolckfctR4OD/EPVokQQixxGkocSvC+nwivD/4ezIt4JTGxiPNVZRrz5Gnq774D8xLVOFSvwBn5nk3PB4/1llSm0Ydk0QdXOUIqhK2RTUnYPEnjmijyVtfMpnPKeorIFbpfo01LEIrSZSSqiJbY3kZQoJAUQpMpzX49ijgBmVHo6KzY78zGAoEmRIB6X/dQwkRb6uCjvDGxAnb0+WqhcCIw85a6adgwsJr02UdR2pgYIaLttpQxeVEyelDUrqF2FQjQMiGVmnkzp3IVqUyjGRUe2eEDQghYH8GBfdNfWkTHYEDEpHIJZBQowFc1YiXBU3dB1CLIE6QqjZ8hFlL3gbEdR1yLMBiZIpoOSC/BVxY/jbRxu72PHM+QJ9cwpwa4smsVm2ZpQoVYcoE6A7kW4cto8U1XtcR3AM2GQvdBQuVKZs2U2jUM0yHWNeQBjoeEyxffACE5uZKS5Yp5M77HxL433u39xocKGkpX0lMbpNKQqoxMFRQ6j6haO+16TYr9eodhss5Bs4eRSecjkceSozCo8R1MCKgffQo5zLFvvEF76Rpyb0L6sUewtsYfKSn+oMM8ai3FTf0QVNDETa/bNOKHNMiz5wjb2/jdPdg6BUJFIKMPdwUqP2xEeoxf/nfcMGPxPxH5XZmFWCJ3NQKP7Gfo01s0r7yNu36T/Is/gttaoWpmtKFBCUE0aA54GpAtjQ0UqjNNes/m7LG+pQ7Nsm8e2xQxWHt3rzVG8Aua4N2TJYQoCKKkAdUgtKbQPU71TlI3FZUrmfs5bfesZu2M/XofHwKFyREikOseiUoRCMqmxNEd1FKQy4JcF4zaA6bNjMQn9IisClrLwGyiTI4WikxKUjLa4Bg348jnR5CrHnM36wByfdbSdUIIXYuBztY7ULoKLVSkYx2510WLZJHtLXUhOuc5IRYI7EChMtbTTTKVY4OlbKaspmvYjmIq2hrv7xA6fIh6lwBQnJMxyG5ChSLBdqzxKBrTQ+jD95kVCWm+CsDOzhg7t8z3SsYHI9KBpjrdMFwdUiQFolVsX9tjNp5x7OQqvSxBdCXto+9UJZre+pDhsS14c49m5Qyhv4oysSJ0+fUbzOUc6QXZsEf6kYeY/r9/G7m1StACN2loLl6m/+RD2LZmPq+YzRt6gwUieMHQ+Ndv7QUZwWp1VUW9fR09Q4w0qBDQXWlVyxjcOQGyU4zV2uCrKIzU++U/RlPOwN39DGpfxlKtSEjEUWrZezeWD8r8iL8ju/bE3d+3aN0dxRkdfu67MroQcLaNNL9nz+Ov7RPGE/xb11BPPoh7F/jZ4qIbbGfk1/iaWTNaKrpKpSArAEdpZ7SuZrI9Yz6pMJuKweomStTx/4WYAEybCU2oQYAMMWvddttspFukMiMgCEEhRMMwWQW6NhvQUHd/1tFWwJU471lN1448Zb/sty88LRJV0Te7rCQDhOiTSgMqVukKmYGMtF5CFNeatyVlmGK9p6f6FCIjhJaZnXTPJUrjB+9IkpSmWWToMZlqbIUkoWrnUV9IZDS2Zu6q6OUiJVpK/GSGzA2u6mynu30hQZOqPFYyAOsdDeUS9JuohKFZweyNqccVop8T9ue0V25R/MJPIhHM/9W38TvA2egfkqqUhe6I6iqmEZMVaJ2DEKKSrFRRPTPYTv2y5db8FoXpkaoIwk112lVMNbV1FEXOQ/fdxyPnTsD0KrNTp9hhzm65fdd8WnhZTJvpD53vi/GhgoaTxSlO9o5jg2XSTthv9ij0WXbrbVxooyul6XEsPwXAillbcuxrV5OqlJXdm7Sv3qQVKeJzD2CbEnn/fZi1Ddw7t5j+ypfJ/9hnop2sPzQXuefogngpFwd+XJDeu6Vo06LM7j1I0QOxD75FUoJM8L6KwYOUBPfBSg2RctPJfVLjA0sw4dFCpcdRh5KVZIWZnaNVRmgD7mACTcXgj/8EbZbGBeFn5DLKyzahieVzBIvCQ+vbzsjm7k1n3s6ZtGNmfo7uxYPWs+C+3wvXIOnJgjZ0MseIZdY283OUEKReoLVCHV/DXb5OfmwdjCRIgcHQtLHSNEyHaBVlWRORIrRAK4VC0HjL9dkNjufH4yaAIBAnN8CaPuTfL95xP12Jzp8uZgDjcEDTOkb1iJmd4oLHyFFn1GIYhREHzUGsQnSbcSBmY7r7s/WeVMX2iO1wFplKyVSBFCo65nVg1nk7YU58l5UrSWTKQXOAkTN6ps9qFrEHiyxIdCUwKTuDn/dE6wtxINmBsuJ8Cd3baUOL4b1sF4tnc3OIEJKT57fwPjCb1bz26qu0e549P8ZZj0o1Jx86zXB1wGhe04ymQGDq4kaayoxEJEgCXL8FW6fQRR+vJHTr4+S549y+cofJtGLQNBw7Dv1f+ilufvN1JldvY6s56TyWNEc6xaea4fEBw9Xirnv88ENAMJFV4MA5y9xPUd6Q+ITKltS+Idc5PZtjjEC5BInpmnUCKTX165cJN3fQx7dihrcc0SysCeMuO006rNTRoOG91x5Bd/IHMj/ef9yrUXF4PfGfe3yuECTHz1O/9HX06ZP4SlK9+DbpE+ff9QlRnRQkO/V2tJ1GMtCDqIXjHWk1Q80mjIYZu/Uux7JjiJ6BcsL0xoz9GzNOPizJTBJ758LQTwoan5LL2LYtXUlla8CjACsaLJ6eWsGgmHXuxpnMyI7uMWGBH4kBk/ULBVqPkC2jMGNcl6znhhOyQMqcspnT2IrGW5RMKFSvC7Zhu7qDEYZMpezbHVKZspGvkcksvicbaY6GJLZAlSE1GeN6RCs9hcqj0nBQ3K5uALESqkWClh7bZaNGGYxOEU2XXFjw3QEdgiNRKdY5WlVinSUgGKgVMjkEZdAqw9yZY5//Fn51QLLWx9/Zxc0q6GVRbyHUhNwgTdzfUp3iXcvETbsKmOpavCxBiVHYTlGYPkIsFH0tzpe01rHa2yJJItW2bkpGsx1Ws3UGySrMrtG8cZPEOcSPPU1d7dPW73WyXLiFfpjx4TANzQFhHl+okQkDs9KhTAODZIVU3k09SlXCzE6pXEnPDEmtpXn1FqxuIk8fxy+cy7xFDnvoR89jTmxR/vY3UCfWMQ+dgX6Ktc17I3QAH8ULpYymTxAjeinVIahRLNgT3R/XN2A+xd+6jTzzINDQ6Up9qLG4noSUuZ0zdhME0W9jcXYIIBM5aZZT+yZm4NUufjqn+FNfpNYxK85kRExP3XiZCTWuhQBDMwC56J6+mzsegyolFLnKsN4ztwexByhVt3+9F9UthMKwUNWLVRIgZr6L7+lp0qcfZP673yb9wsfRiSEJjoAiSyKoJ5EpTkZuvRGy87gXNDS0oWFgBpR+TuXKyEfGE6rDlpULnlSlnO2fhkSTljUhU1Q49pt9KlcxaSZdOdKgCMuMqvXt0vkuHsEuijoJFUWQEJ3tcCz/BQ1900N17Yo2tCQhoeAEFe/ENkz3fJTQSDR7dayU5SpqLmi5YC9kQKeU1zhUKNlvJkgUmcqX7I27K05xvpiQdmBJTxNqvGxJKWhDLCWHwJIuV/l4WGuhKQrDyVOnKJQmy1NUluBwZEkXFHRUQKUNRVjBuio+Mx0dMV1zh+T007TBHQqVhUCSG07et8V8WjEdVbyzfx2EQKaK1YdPUTQ185cvsa8kPk8ZnjtBf20VsDHo+QEU3/cbPnhKN4/4KFejOmW9NMvoyYI61MxUSmVLoox2i7YJSoI6gqFQxmD3DhBSkP3Ej1B3iHS7RJRrUtknYDAiW9qLH64Dsbye1rd4WgxJpwFxb1DzDx6dsFe4GyNhvY1CZYQlPfLdo66nuFP3EeZTmM6QRYF9/hLqibNxgwt02IU+AsHMjlnYwSc6w4j4roUu8WJGrnv07AwfPPlaTlIkiH3B7O0WFTIK1Y8AQaD1UfnRE4WgUp2hpGLcjlBofDB4FBNbIUTknDWhpXYWEyCRA1papExYSRMWvhOtsLHF5FvmbooWhvUkmqpZ39K0lmGywqTdJ1MZRqYoIZk2JU2oyVWOxzN3c1KZciw/Sao1iGjk5JzvWibR02Wx7rxsMT62zRGRdTUwq0w7xVmBoKHzTFmIOHmPCgrXuEgLdZpMZdjgooy9hEkzQ0mBUoYaS1/2MG/eIuxei9Wl+07AhS1aJUEqZGlROxPqrzyP+NGHMeeO427t0f7BK/TOHcOdXcP4AY0tqW3ZBQ2B2kYwYy/pUZgeu/MZe2/fQCrorRSsn9jgWL/PnTu32Q87FEWPjeEmtJZCZGilcVIilEJsbGBbgROO0GEmjjIt/nXGhwoajsq3WmtjL0mlWG8ZJsP3IPZjv1gTZAR7ucvX8VYgVgaI9QF39f4FyFTDRp/k0XO4K7dwV+8gjq8h13rvC2iSqsM/du2pQzVJdySLDYiQRkKG0VFnH4+YTXAmib9zD4T1stfU3fvyECB0Ub6iDRVzN6d1LYXp0YaGaTuNlJluMx/oAakpYFoTZjXSKOjlVNVB109XMXtFIQW0IWCDQwSHCxWSvNPxv3vzcsEjpSYzOTqYyKFWaaywCBXtWpe9HbEsmy7fZ5f1LG2wj2ZBUkRFzdkM2QUmRhiC0N3zlTFI1BIjE9Iu8HEdRUoJxUo6oHVR9c12OBiFpHHN8jkGAjvVDhsr61BG5c5gFCY1lC6ar9CBFmMgcDgPwpH5swATLWSFF05wSnLIQui4zB2EDoun9Y7aGnLtkV0bKVe9rn8ZKY8SSRsa9uqa3OQoleB8TWsnpJ3QEiyu8b3j6DOXSOZ2vpQE9i0kJh6Qle+07nWkr8kQe9qCQCtafK9BGoNODUmS4AWRZ719g9TXBCXYe+sK2cCRhIjVEAuAU1O/p3u/aMeYNEGHFnxL3VasJeskOiE3mjSALgr0wRShJblUpIHo8eIjnmfZb116Sb//iMyDhtbVVKEmkSb2o2VKKsEIjewArY2o47xRURn2KMBbKk0oa4S3iEThMxNtqon7jvUtdTOn6bLLntFdNeoeTIcOO9ShJIgZXejwChZDclcAuCgjL25WiKNgx3u///ic3v/heGuphCPNC3RIUM2E9tItkifvwwuWAOjFGh2alWVVRAsVAZeAyHJk0yPZucPq5gYu+GgbLT2pzskTi5SCIDub6BApd6r7jEWlLpUpkshSkUKQyYTGVbggmXWJopYKjcIHwczNSFR0N06lonIVUsouEI4YjFwV8cDqgMupTDrwZHSh1NJ0OIJ2Cf523i8riz5EAKzzPhrYdZ4LUkTsw0KBNZF59F8IgdZZprZi3tZL8PXiXDDC4HFLVgohIBKDkPFZLKSqtTORUWVyEgx67lDX7+AqG2fTyQ1cYah7mkbPMCrFE8hSw3BlSHPpNiJAO8zwYgVRKNT1fcTuPsookq0Cs95nVB/gQ0BrQ2py5uOGb33v+7x99Qp9XaBUVIAdrAz503/yT1FPrrF76w6ra2uceuYcstBx/WgDa0P0A6fRZ04i0oQV1iPAWw3i/iMaMtVbBrdT/g21J3R3OLhOTrR1VWffGV+sIEpbLiK+OLEiatUERXvpJmJ9E7HaByO5m64QIYQkEv3gaZhMcV25VWmF6Gf3FJsRMpa9CQsaWly4UnpiNthRC4MGbPSz0AaKHv5gm7B+Ynm4L3wHoAtEOJStjb1pu9SBr3xJpnJCd0giiM+mQ3xP7ZTa1Sx650U2pN3dQ9QWfWKN1tbLT4/fJ7qDN/KKfYdCXuiRx3JrWP7ugsS3kBB13uGcRWu1jH+6buvyG9497iWPG6sAXfCFR6wP8eM5YiVHmxgw2M7MRneo/6NRvvCL6gX0jMTLmGl4Vy7BPlKqZTbY+pa96oC0dwrVVAjrkN7QEwWNzkhUGv++PwTfvt9Y6LAvnqskVlXivcSgIt7bYSBRhgmtDyRBIrr+fKIScp2TqBTvOmthXzK1UzKdR0U+PG1okKHtPDcWgl3vfc4RSR818UXXu2x8jQDSkNL4ZtnGW84I0VkOhwAi4g9MJlFGI7VGBhHBjNUcf+0GRufYLGP35jbrWtPTeQzwuraQ7K3g5yNIorspHVAswgQ9mIAeCGQb6PeKuJlLhZCa7NgG7s3LVOOS2XhO6T1ybbCs+qRZhklMXD0/AIAUQXwtlSs7gzhJIg/Bp4sR9f3jnAq+8zFRKgKZ6ZhK4xK7N0IkCtHP79KTWASYrpNYjmqFplNqPHTPXRz0h4fxUTxKfDaOFo25q8p3r8N/8fv3krRe4FzCPTAUi7/buCbKQacDtOkhrYA3rhFuH8QEK1F3PdtC95d0XMUiYPGRGdYbokY79Jyici0Ncd0ZlZGKSYfb8V2b1XSS3dHTJEq1WzId30sbFrVIiyCgheqYFpYQFMiUxs2p3TyuKXUET0OX6QuNkIpUJTQdpsEIs+zpZ6ogkemyvx41SDp+m4h6LIWK6671gtY7GtfihcOglmeQCxaERoTY+hM+vrWZm1Paatn/F6Jrb3UAdi/CEpYj9IJVplAyRFAmoLQknUuSxqFmLWHa0FYl9uQAeWKIKwzzdkZtp+TdPmJswLc64hvwtInArWeIvkAfzFGzNipQKoVKE9qsYN6WFEkfW3quX7nFt7/5HDpVDM8MUFJiG8v4zhjpFb4BO7G4xCOsZHYwZ5j32JvsEeqK/NQmenOV8d42VRP3m54ekGU5jWxo5wHTWWIfTCb3nJv3Gh8qaJBCsJquUvmaRDVxI0fR+JppZ7uqhGJg+iykjY1MSDHoWUN5c0Lv0x/HFgrnmi6a7MZinblA6+akH3sc9+JF7PY+bjIj+9jjR0Q1jg4VJ+/ycA9dq8JA52iJiPQ/FToOh8nRwxx743swWIs93i7bWBrh0EWuQhPLlLGkelAfMGoOKG3FVr7BSrpOLgsEgkymWDxb6Qlqe4WZn6Gkpg4NKkj89giRGtTTDzOvd8lk764MJpeRLmcIeB2j1YUQUwhuGT5ooWlCRSo6loqvmTUzEplS+jnOB7SIbm5GKBDvbzP+7mGDjTmLD1gZkM88TnXxMubCSdTJaKF9FOAVn9Hhe1RL2qdAiBSjIqhT1HuM2xGlbxkmQybNZCl9bYPl5uw6df8Yw5BQVA3Fzjbu9BlEJhk3I0pXRYe3LrBT4jArWvwsgk3j5rmwj41VhwUANIIVp+2cQvcwAiRjtKyZtQN8mJGqCKBMlCaTPaTMorRxEze7QvaY2zlKxVaE9y1lW2J9g1LvHzA0vooWzRB9G0LDqNnneNZn2s7omYKeLrDE4CEG33HTDcLR1xmFOE3c0CSyavBvX6F6M7YTzMNr6I0NqlnNbNBHZgWpytEiQSmNTBLsW88j1k8jiyG+m+dtaCOuI3hy3Yv0Og7npPcOBewNNJcv7jDfHSOFJzvWp/YW5xz3P/gAp86cJk0Mzr+/aumiDdD6hlz3WJPDbg69t/WYqJSBGHbW5oJMJKgu6JIo2lffxO7tkzx8EnHqvVoSRkWlvcy37Nc7Mdj1DiEtRqh7tzuPDNmBm224e+XcDXB8FxYl2M6s6x4Benf03gtoGQgc1PsUphfBfEoit9ZQp49FgbWPP4k6s4Xl7p70IrNeGtc5D8oQhmuEYoC8c508BPSgj05zqiQQGo/wIIMiURkDNaTFRolqHG2wtK4BPaAwGYIepasYNxMQ0d3WG0/lKzyBQvdobUOhel2LIQbpfd2P9G2Vg4raEk2oqF1DItNlsgNQqGJ5T6lMSZJNqjDH+04TAUmmMg7qHcZNs4ijEfqQXF7b6ACplGJupzS+WVZJBLHSnaouEO4qDd61pElG2zYxmTEKGg/BxiDWgxcOqRRDuUq4eAl2p7heivvIWdpCcTC/g2YGVXQ4DSHgXMswXyMZ1dTvXCd94DSVj1LelZ3T0DL4+HlSkcLlbcLNffSoZOPjF3DOs5Zs8uLLL/PCd15ECPib/9FfI5UpKQmi8TSTCj9v0EEwPL5Jf2WF8mDC13/3D/jI/Q/yvVdeIO0PePypj2Caiuefe57bO3cY9AacPXOGBx6+AEbx9e9+gzTVGK35/nOv/MD1cHR8qKDh2P4cuSZpXbPMjibNGBccw2SFoYlyt7VrmdkRUhlWdYrYmTH9jd8n/+lP4fIOPNa97gUgL/pFCHTXg6/LGfqx86j1FeybV6l+4xv0fu7Ho6qWv7sMegiE9ARagk+RHX0v4Do6ZWf2KqKRlA0S+dCTyIsvkZy4QOit4L1dAhxFJ5gjJAgU3jn2qj0CnkEyIAAn8jPLHtni+01nBbuerzNI+yhhSJKc5rtvIAgwLPDO3VM5cNFVX4Dl4pKIBjWNrzHCoIXuLJcNdShp2waJYLNTigPQWh8JyLrsXnS0HQJq4Wjm/SLtjkplPmbVQkSXTBMUxlaRxqRkhxX5wb2wsYvzIREpve6QbH1UcjtpTpLrHqPm4J7lsGl9wFxIjJYMtlJWrlzixIXH6Cd95r7GBk+gYVZPmbcleE/SCU7Vvo4CKMTqy0JK3HdtCtm1U7YrKMxJyloydxDoMReCYRpIpYIwZ9JOsKElkSk90yOVGevZBsfYioAw3aNyJZN2yuaJc+RlCb2tCOKMacxyfrrgaH1N3VZk2eE7z2RGlp1ECMF6tsFevUvp5kgkLvX0GSCVWCL0pVd44wgk+KvbtBevwfYd+v/WjyFXNmhtg98/QBrN9J2awYPDWNYnbmI04PsDxGSGaARydYBzLZWfUtmoiNc3A4bFynveSwiBy6+9zZe/9xVGt3cIVewHz6Tn+99/gb/07/wF/tjP/zzp1vrSPn4RSPrgcc4CPlYUkoy+WKX1ke3jiYY9hJhxxXpPQPmE1OU0rkQbCzJBkKBlXANhbUjv0x+JHkOuwdu48SuddIFrtxZCC2zS+AYPWCHIk+Ldd0hwLaAOr70rbffIltirHzSEEMu1/37DB09Dec+131CzoTZiO7eTr88/+QTtIKH59vOoK5vkX/wU1ewelLn46ZEu6SNdUUiNP30BMW2ZX7/C/u23GdshGw9vstkbojsH3SrMl9ejUKQqBRnlkVMRn1MZBK0PrBuLFIqVZIV+GOAW1QrVv2cQtvRnIKBEgsHESt1d1aij/91RDoUgo1gWfmywbJd3aKg7DEy8zj59HA7tIytj7ue0tqWvctI06lxY39KEKEtd6JQIQHa01kbAuPVUtsUHgWlaVCZBJFhmtETFy838GOU//Sp6Y53wzDnqrZS9+S71pEYLidYxQZNWU4cafBNbzo3ATxrE6WPQTGhdQxUqKlvRTEps8Kye2CTPNjDXRvgvfZ+1TzxGr19w6fV3uHbpGn/mT/4J1rMN/MEMPzsgaEl6bA2VZFzev87bb13m3JlzrGyt8//8Z7/C7507w5MnLvDEsRPU5Yi/+5/9Q5JM88xjT3Lx4tv89r/6PX7uZ77I57/40/yLX/0S09mM+x64jwceuO8Hzt273+uHGM6WrDpJmmzhRJwOPneM2zFKdCAwoZg2sdSRq4Lw9i2a63skD5yCk8cJ3i5BWwFPJcakIlL0WDgydgeety1yY0C28hju5m1mv/41sh97imaYULt5lFZemDgGQQhR1DMQgSt3EcGUxLvYD4ttDI9QGrIeKnisralo2a93OZ4dPyxjE5Hdt8pb5DKLpVwJ5wdr3TQ/VGpbTn0hyGWPvKskJDpnfmuP9JmHEKc2YpmtC5Z8sCgkRqYkSQ8nA4Z+lzHHDbWtW4y4ezNMRMLMNWS6h5Z3l0+VjhnZYm3qpHNjFBKEpG5KEmWQaUrTNti2JcszbA1GppFRscA7nNxAvH6N+voO3rW4jYTiCJgrAhyjWiRAX/a7Z3AYtAyTPja42Fu1DUpITg9OUdmKSTNl3tEgXVchSHWPYbpFe7aCnasYZxnSAcxay5qR2LWzNBra6gDuVPRO5Ph0LXLVCUzrCbWLfczQlcVLPyNT4PwUKzKsLHC+TxsSpIX1Xk6mLZWvKO08eka0NTPm1K6m0DmDZEAqc3qiR6YzGBrk5TeQg3W8SggLmY4ucGhdHcHAvsZWgX4SRXBSGRXbaj/njdGr2OBIdEbPDJi4kqmrWG89WV3jqypuz40lkBPmAbHSI33mE7RpQqiiW54yimKtYP9gP1Zigo/uslLjXItaO024cxXZHCBtD7RhwBqZaFFKk5q8o37FeScAISUiwI9+8lN85LHH8G1NaBvKvTH/5f/lH/DZj3+SZx57kuNbx5GJwnnL1RtvMx2VZGnBiRMnyIuI8K6mNba1CAkmS3jplVc5eeokK8MVtFaM9/e5fP06w/6A9Y11BsM+xicI2YBImc5m7Ix3mI3mnEcynU0IOvpXpCYHJfDOc+3GTWazOYkx3HfhHL1ihR5wMNln985tblfbJEUsSWemRz9fYXV1FRcso4Mxu7u71HXNymDIqbOncFbhbfsDWy+Ldf9+w3cpTEr2gT+jaSvMQ/dB4/C3b1P/5r8i/eLnqOt7lZLlMuFZDheY4RnLgrq3wfrmkGPH1pay+bFErxnbcbSb7nAdCsWoOmAj26QODqPgVFGQLk3DJEJ07dwQKH3UNFhoxfSW+0MMWn3X1jXKxOu8qy26SB7rGCyiu2AjymfHFoJiJVvFhiY6N3bfk6iM1rU42g4nZFlPN2P7MNiI5yAmgLWrmbU1iU6iJoOS1K3DNrEaaXSC8hm+bVEQMUY2OoIGHff2+rEtyn6grPdofAwYBmaV1rdLcaWeyiKlXakofCYALfB1i3BQkJMow9hN0EJStVPCICV9eB29uUJ6fQ/vYb6/iwuWcydPYq/e4muvvco3vvVN3rl8mbzf5+/83f8NzazF28M5GULgp3/sszz94EOsb2xya7TPc899j3/wf/1vyPOEp24/wRuvvMG//NJv8YWf+hmUNDz77NN8/oufIc3eHUi///hQQQObp3DjbUx/HZ3lOKUIzjE0KzHK70rCLrQIMjLdQ9gRwVrkqWFUt+sa7h6HEw3GZ111YcEOuBvwF0TAGQHH1tHjOfadm4hjK2Qn16BD0IrOnU2K0GEX4mRdfEzEuHQBg++AkV3ZSmydIIwOoG1QK8Mj/UqPdR6LxXvP3M3oqwG1q7G2JREpRbJwOjuUfIWIli7DHISgT4F9/g30mU0YZjjpaW3LrJ2hVTSQ0SpFqoTJdM7F779FPasxxrC6tcKFJ86jTNKJr7iI9EVFAKTIO6R/FDgieLQ2XXBAtHFVKbu7u+xe3WWwOmT9+Abf+/3neeLZB8hWh1x98zq7N3b5+E//SAxw1JF30fX7kqceoL10HW7skJx8EFxc5KprgRzdKmNFwy+VFyftBCFlbJcoyZwJvg0QBAM9pKd6HDQHJCIh1fnSxc3IhClj9nQDyqNVQqpycpGRtXPa8QEKR6KgXE3pjWp8p9UgpCTPMkZ51mUbUbciEQlGQ+0rhNBkOqNnNE1o6YkeiYr+9ZmI4jtN8BgRZbe9EOzX+0zbaeeN0WNghjHQXYoEHRndH5XUICQH9QG5rmlDw2qyRq4LfHBM2ymwgGYKtJQYDGrnDkEbXNJDr6/Hzc/Gni0uOivaXoonVtEqVzFvKhrbIhEcNLuooOO16gIjUrwPqN4aYjrGX38dih7JyhZqPgXbECAmA8IgmjoCD7UiSINGMhiuIswK81nJO9dvc23nDv/zP/vnuH91HX97h1I4fuV3f5uD0R5SSOqqoW0tf/6XfpEzZ8/yxlsXuXr1GgcHB9zZ2ca1LT/9U1+k3Jixs7vNb//W71H0e4wPRqxvbPDoo4/w2Z/8CRAp3/rOczz33HNsb2+zvrpGfWsXtbnKI48+xCMPP8z58/exs73N/+e/++9p28itpxM5+4t/8X/K2tomO7e2+c53v8X2zhSp4fatm5w4tsUzTz3DT37mC3zvu8/xzW99i7Ztcc4xGU/47Oc/yyc+/iNoFaWdj6o6HgVC/rARwZb6fZuEuhM5X7TsFkBLJzzy/lNQpLhrt2i/8xzyqYdjH/5drQ4hVXctUfth/86EpqnxLlAM+6xtRGMmsciGUGgPuToUOEMIUqVQnXZBsPFQTYW6qw0pgoxYCsHS8XJxn+9u2ywqnEevFTpQKQ7FAlPhj+y/h4kLdEJZxCqK7/aXWTtm7qroJ6MMuUoJIlaXtZBRjM5FjJUQktqXKKcwKu00hSpcCGQ6JzFJdEaVCnswj0Jrpo+ZB9qXXoPHzzJPLLVrsC5W2rIuAFmg3wSCQbIabau7ewtaEHBUPq79xjedtkNU/G199KIpg8BmDSfPrmFWB6QrQ5IsY1xXrB5f4cIjF8jWMp5//vt8+V99lcY5gg84Z5c23wDnT59moBNC21LZKNKW9VKyNGe44eltDdnZP8CXLaG1DEjZkgNc+OFz+HCufojRZgW2nWHqGXiPSHJIDMm7VNYSleKcQqnYFwqAWhsuRYG63yTgMCHrAGJiMVfuGt5HsI81juzsMdzFa7A3QeY5Yq2Hty5S7OQCFEkHsw4dOBJCcDgnujJo992B2H7oreAnY2gq9FxTpP3lpIxIb4sNLYJoZVp3RjGecAQRfbiJiO7fNrQxmAkC+84Nkh99kpAnhyAiHC4sdNEF49GUy69fZTaZEazHO0c5T+OBKw3BhailHhRKJGidIPwiwIo9fRECSicc3DnAeUdvrcAkEUznXMz027rl0gvv8NizDzCfzNi/vc/BnYN4rVKi5d0UTR8c5tQx3OVbMJuTqAzrm+4Zx8X47p5vCIcb6mLxLzAWOhh8mKLRZCqPi04IUhK0Nl0QJPEEZnZGnShCkEgpaFSgloE1meKaKjqGmgSbgauJQZOMTBTReBwWFlKwQqIl4Dy5EIDHiJo+lio0pDi0FUgB0nuM8hjnUVLgRIRV1lJGF00X20dJh/4WqG7/vjt4hBg0JCrtjHYUra+j9rxQKKkpbcUgHeK8xwQoKous56imxRlDaSJIyqgUGWAhKxYAGQJ4R+0qyqZkVpbM5iU6hZmboYWJ4mvktK5GYZBpD+EcvhrjfAvVDNm2EDxBRjn1Q0XZ0OEaIqZHKYmXkp3JhD/47nc4/8B9PPGRp1nvDwnWEdoKtz+hXwwwmeFmeYOLb77Oa6+/walTp9ne3eXFl1/iypWrnDl9mmPHNsmyHBUV2jBJwvraGnVZcvHiRUajEZ/97Geoq4avfOVr7O3tMSgKhlnGthJ89WtfRyg4dfIk1jq++93neOvtS5w7e4aVlRWquuL7L7zAd7/3HD/6yU+TJBn93pCy9kzGE1568VX8o56PPHUo/mUSQ5altNZx5842X/79P+CZp5/G9KKwD+/SgrgXwPhe416g47i+fMeCuDfqyAeHGhQRm+MC7tI7mKcfjboynax8CB4hJUp10sne4aynnFR4YUmyhLyXkWSd4ZySS38f5RXqyD3F/9cxSRRo7xE+3HX9C8zN4mfvZ6S3+N3FYf/un/sjrQklFCJEEPhSOnsBRg2O2ledoJToPHnCMsCKCpKRPxJ/5vE+KqMuVDkTZWidxQmHliHarYvIVtPKEAhY6TBntnA398hPFTFguj3B39xDPn0O5/eXgGwl1BKsu2DfOOlJZBafT3eNi/agDZGi3Ib43xE8rvAuKnxab6lVzbS3hskla8c36N+6xfOvvMzJh06xfmKDteOrTOYTfue3vhyrge961kII+r0C6Tze2qWScuNaCpfRzErmowlpki7ZIqpL0tr2gxu6faigYdqM6a+dgP07qLJCJA42VghL4FQsBfXMKlUYIdqW0NYIEZDDjSiqcCTSjGYi7++ItzBhqn3NuD3g+MoZ9MlV3PYI+9Y1ko88jJdRApoO8IY4xDtEq1RiZOgPJ2oIHRhIGRASBmuI8S5mb5u1cw9Qdapmiwi5dQ093etkkm0EI3Y7q+vAdoLYezPCRMUxGTULZO1oXECureBUwLsahCc3Oc57tEqZ7M+4/OoVXv7Gq3zmF3+C9c0VmqbFWo+UkrYJtGXb4REURhm0TnBNoG1avIvgz6wocNbz1kvv0DQ19z19H1nWp1/0SB/NMCahGtdMD6b019e4eekGhMDa8bVO6AjaJrZNFlbfSZpEISOdIMyhiFIi37/MehQcOUxWDoFaBFKRI8Q+PdNDCY0n0DdDNJKI847P3XrLpJ0yMANciL3JaTOisrcJ+Sn06irIGFw07YSDlQwhFEXSpy9S3K0rZLtRO0OaFJlkIFpE3ZIYgxQNhAasw4eWnAPQkoCGVkNak7QBtMJphTCaYrjOXu2Y+1lsLbiaQaiRJiMqZrjok+IWsukRqNbTPc4OzuJ8pJ/WvkI4QV8MEa5loziG9wJVzslG+1R7t/AnTlEWGY2sodphM9tCimjmEz01IJFR02PU7NOWlnpmqWZzBhcyHCFWLDpp8XF7QCEGKGNgZZ0wWKFp57B/izTto/INRNaLmBWll+0JhDikO2vDdDbjzbcu8lu/+zv8nf/kP2HtwnlUoqFpKEYz/txnvoi4/zS1bHn9tVcQvuWFl17kMz/5kwDs7e9z5/Yd/tf/q/+IU2dOoXRsrZ08dYZHH3ksZvj7Y/7hP/pHvP76GwgE+3v7fO1r3+CP/7Gf5xf+6B+lbx3ONnz5r/51qjJqWVRVzf/4a7/Gpz/1o3z+85/jzOlTTCYTfuV//Mf86q99ifvve5CHH3qIcxfOU7Vznvv293j11Vd57NEn+dizn0AIwbMf+yhPPvVEvIbJlNdff5P/3X/x9/gr//6/x3DQPxJACRaeJWLRNntXa+Jesrz3al/44KlcxSLgFMjok+Ij1yKR4GyL7KWYh87S7I+i4VgiEUojVcC1NUoZXOuo24qmbVBolJaYPKffz8nyBIuN1Q6laZooX17keVTRJCZdUsVK7a1bNzhz9jSZCizEz47c3eKO3ncPOLznhWrmoip7uBd4/BL3AIfAziNPJx7mtDShRDgdMRdETJzpVImdFFhXYV0LIVZZa2+jyoaQSCEodM6sLbFYDBG7pqQh1bH607YNXmqKjz6A/9K3yfPz+HGJvX0QDafyFFUqVOecqToEnhYJefcZC1M610lxyyCxraNt6+4siy2cyDrTaBVB442LLBEpJAf1HtqknDx7nDt37vCvvvxlnvr4U+hEgghMprMl+wtAKY3ugsXDczRgjKaQOVoptrd3IGm4/volbrz6Dg+cvw+ZGERiCL0E30+Rkx/ClT4yPlTQcGt+nbRI2Ng6gykr2LuFuLGPP3M/wQeaAHMnmFvN6f4W/oV3YH+GGKzQ5n1oq+XEiWLJP7iP0oSKaTth0o7RSUJtJ6izJ1EqJ1y6QfX1F+h/4ROxqBAafLDdoebAqy6bD11HJJox7dc7NL4hVz2O6Tz6CKQ5cuMUqpgR3niR4qGncJKl1sJA9ampqJsKYSSlr9gutxn0BxyGPOGI0I1ikG4QbuxRffM58k88ihNRqVIGQSZyEAq0wkjD9Ytv8tp33uBn/2c/Q3+twPqGLM8wMiGEwOvffI2Xv/EaKlH0V3rkRc5P/tyP8+ZLb/Dm82+xf/uAYiXnkz//CW6/scvL33iZal6yc32XH/35T/Li773IhacvsHViE1s2mNSgpGHn1h5eeDZPbRJC4JVvvcwr33gN7wPFoGC4PuBjX3iGwcYqAU+HMly+n3fjOO41FoHfgoprZMLx/HTUpejoh7Wf04SAERHoBoFWWDKVUbl517IwGKkJIXCzvMFGts663qCv+0yUYrfcY95OmbRj9qRGrSTo1S0y1aMImlwmmGI1gni764669pr96jatzHAI2hArS6naYCtZRyqNbir0dB9/8yYbTc3wxCnyleP0SGhf+w7q/GOg86W5DQTGbp9M9DAyiXgfURDMnHHj6elBlFW3DcfvTMkOLiGEwCYZ1fo6nL/ArJmzO78F1sc2SDckGusral8u92xJS5gFVJlyYr1PmYxofQkhxQeYu7LzcW2xroYlrkfA+kkaOmXQTrLYOvue9ymlBhmz+z/4ylf51Kc+zTMfeRrblNimQiqDXFvj+vdf5Zvf/TK3RyNu3tnm5o2bPPbEY8vP2VhfI3v8EU6fO41rorCa8579vT2++tVvcOnKFaaTCS+9+BK9XkFdl1y89gbrG+ucOHGCvkmp3rxI9omHue+B+xgMO+l02/LSCy/y1//KX2FtOCS4KHz1kz/xSf67/8f/l8lkHFEFHpq54+/9l/8Hfukv/Bk++YlPkPQNzrfMZnO+9vu/z9UbN9nZ3+fOndtMZ7P3BACBQwC3QKC7Ur+QvEvyfqEQ+f5S2z44Kluymm4iheKghXHtqWrLtoNPbCYkKgrgBSlJPvYM3/v971LqmlP3neHBhx/CtTUSyQsvv8j3X3yReV3xy3/+lzh+fhNtEkLVEGqLzBNQgmrc8Ov/8tepm4pf/uVfJskNTdmiRKz03dnd4S/+u3+ZX/1n/5SiKGIgHI5UWI7EEPcKmH7QaGm7dkSsLLyfimZ85jIq1CIYqCG1aKjsjEznpDqntHNGdkyiExISgpTM3AyzALq10NpIuT05OMXA9JjbioBHacNKFgOQzGUEAVaBNAmidjTffpX0yQvkP/MpnFaMZrdidcd2+ziKWTujsSVG5V3lQGKdw8amNgvXW6Y1tYitEtvNGyU0dWvRQmKkJASFQ1K7mrKccO7+M/SHPWazMX/jr/yHbG5uxUpx25CmKVlyVDvE44MjSbtEzrYI59lc3eLf/8W/wP/2b/+nDPIMnRhOnjnNX/sP/ipCB5QWOFVTJXPU2r2s3e89PlTQsJFuMWr22W/2GJo+m+sbFKMWeeMyHDuLxTBva6yfU4cCcfUG6clN9CNnaduj7lofLFL1IdCGKCIV5hUjRlzwFxgcG5IOe9QvXKT6xkukT5+DIoEglpbXURHSg7AgHK0L3JhfY9yM0UKTZz2cqwGJ944gwBcF/v4nENffJF07iUt7tFJ0NERDyxS6qDU3ORbfgY8WpkhRFlgpg714nbA/Inloi3Bik+3yDqITF4rRvKCfr3Lr2m3KWcXGyQ3WN9fYn92h9jWZyfHOce3SNb7/By/xU7/0BYQRXHnjKt//nRf44p/9Is/93gs8+anH+Klf/Dw6SUjSjKLoMZ2MyfOMj33+o6R5wdXXf4OHn3kYbGBne4dTD5xESMHO9V36632KtR7vvP023//9l/jiL36eLFNcfe0qX/m1b/O5P/mTEWniWoJrYrWoG26pSBnhU+8eIQSqMCeK8h5OtaOUTetb9qp9Epky9qPYK1QZ6+k6G/ka2/MdKluTyYyBHjAOE1KVclCP4iJMbYdggZ7pRYSyrYGGninYa/Y4AIxUmMke42bc0a+yJcU20xkTO2Zu57jgSFXGid5mDAe9xyuNH6xhsxWopvT2b6MuXaKdjglJSj3fRuzOobeGH6xRujm56INWSGWiEmEIzMdTToUhcjyDepeAx5z/CC6JzBbVtewmzQHJYmYJTSrTu56ZRiHIll4jYw6gZxHeMttrGPTWmWeCMlTY1jEIKwyTFeoww3QiZ/Fz5BL1PnczSjtjI93kPZu4FOg05YXnvs93v/Mdmqbir/0HfyvSA2lBJewdTPj+d7/K//Hv/33+9Gf+KD92/gkmp2Z8b/U1qr0ZzaRETKdk1qGzAiUNXjnwgS/9+pf45//iSzz59NP8xI99gn4RD/13Ll+O+8AsRM58sB21UqCSAVmWoeSitQBNa5fiSgGW5W+l1fKed3d3+W//b/+QZ3/kI3zso89y4vgJvPeMRmP+0l/69/jCFz/PIw8/wkc/+iyj0QHf+c5zi90IgUe8y0NqgcNaDNVJa8Q28+Ln798vFkKglV4CBW/MLLdLR6EljxQp+jB5JPiA6Gluu31uvnaD4AT3338fyhxKYwfrkK2j1+8YEVJjZzW+tSSbGzhvSQx89jOfwblYapeyR5K397g60DoBzN2sKQPOtTgb94MQPrhqZqJTpNB34UC8b4+0juO+0dJGV8pub/UBWmvpm9Wo30HAqJQeMLUTZn6KFIZ+usowjeuiUSU+aWNrR3jmzQyjdFfddp32Z9qxHzTpQcn8n/0GpAr9E0/SbuTMq30a75i2Y2pfL0XiWteS6hQnFKnOMCq6C8/dATZEdclioyB75hHqb7xJ9mMX8Cogu+1zUb1pltgnxWo6ZLc+YLfaZh5mDNYG/Plf/nP8wp/9E+AkRokoYiU1idH8+E99Gtc6EmUo0j7/zf/5/0Q6mdNcuU1z5RZi+4DP/cwX+MRP/SilLSPsVWlEEpi3M/7mf/w3kEqgtGZ88H6snHvMiQ/8m0SbUSEk3jfMbIzAB0VBMXMk+7fBDJAmZzVVpDLD9wqCAzdtoMgjxW85FkIwoivxdwLGd3H+NZnM6ekh1kfOrTEZ0mikUqRP3k/zyiXai7eQJzeQm0MO+4yOuq2ZtjPG9YhcFxztvqt3LfbI5QekIqyfxo33wTr02laku3lHqnIyVXRWxrFv72SLEpFvoL1GmQRVWtzelOAC8vzZKJesDdZGl7batgzSPlIp6nlNCJ7eIBrQaHQULZEJrgxcfuMqj338EVY2hri2YVBkDDeGIATnHjjF9rVtPIFHnn2ILC8Y3TkgyQzDjSFJnlFW81h21JKyqhntHbB1dhNLy3R/ymC1T2pS3vreW5z5yGmy1QQdIC0ShpsDhJYE7wn9HqFqsK+8ib3/DAHLqNnH4xmYwVL6+PB5xm37qNol3F2RsKEFEdhIt5BCMmoOSFVKqjJabzmoRvSSPqnIovAVEjt39EwWfThkPPTXkzWUSjho9qmJpUAXogBMVCxtaVyLkRmF7i37xwtjKu+jCJANFiUVPZNjmhr2bhGsA60hz1AB9GyEEgKRJJAlICXyYBR73eVN9O4tCjxqsBErXz5EuVMglQrV60N/FQbrQMAauUTF0DU0ejK2ZBKZRPqrilnArBmDlF2ZczE8ucgY6wlN3mDWUkZ39kjOxhL6Qsdj1BxghOQoK3ARMAgh4nfpwzUROrGcICBXA6qq5lf/+b8gSRJ+5o/8EQaDlRhMmAIhNdPJNi+98gpPPfs0n/rZL7CRZrz22iuMb49ITLpAIyMICOext24j11c4GI24fu0Gk8mEn/+5n2VjY43t27vLg1kIwZlzpznYHzHa3se5QHrfKXxw3L59m1OnjgOgleLB82e5eOVNtk5u0uv3sNbzyktvcfbcOYq8z+72Li+98CKvvvoqf+t/+ddZXV9BCGjrlmtXr2Gt5Uc/+Qnuu+8+qqpke+fWkRktiAZ3IIJDC70Mmhd7TvDxcItt2g92iIbQZa6dKNJACUSiGBrNan5XN3c5Gl/hixYf5tS3ttnZm7J27gTNrCa4gDAGKRX7+zv8i1//TbZv3kZLyen7z/Mnf+FPUJYlz7/wAk3TcObcWeazGb/yj/8xk+mELIttTKUkBIl3lpdfeYWvfPVrtG0Etv70F7/IhfPnKPKM1r2/Lse7h9QGqRTBO9q6op3V6H6PNEsIPuK4FsaBMWAIEeuiM3SSRvXTcEjXh4BQgcLnBK1ITE6h+9y8fJOiKOgNMozWlHaOdQ4lE5SJuIjgBYIEY1I0KeHWPvb1q9BY8j/yCeoVSSVraldR2YbaRWMqoxStb5nVdcQ26BQto+FUbdvuqmJFxac5arVHqGoKk1K2UxbMj1wXjJtJZ2XtscHhOplnj6duo+ZDIxuG2SpxXUa8hsAzLWckJkUnsdbdNHPM9V3aUYk8topPYO5LJtVViiRHJpLgA60vqcqSqZBokVDblvGsZu/av6GgIdN5RLJ3SFohJHPZkvb6hOkE5TypCOgki+I6nXkJHRJ4ESR80LGgcUqiHKns/A2EkAQVEGt91IlN/I07hDQhFBmySFmUA13w1LZh0kwIIVD7SPdLZLLsA3k8souUF5iH2kCepshpRTi4iTy2huxlZMTAQ3UtEOfBioik1USkutgfYW+NQUtYH9LmCu8aEpkQZEAGh+r4zVGVsFMB7BL1RGcoop78zJbs3zng4Y88hEkTJntjqlnN+okNAO576j5uvHOT8e6YN793kY9+7kcY3RmRpob+ag8CjPdG9Fd76ERTzipGexPuf+YCVTkDEVAm9uN2b+xx/ycvoBLNfG9KVTasn1wjCKjsHDnMkWWD297D3XccREQHN77BN45KlWhhyFWxVId0nU30UaBrVL+raEJLZ1BLKjISmdDTvSW4yAZLKjMylVOoXhS0clXEjniLURFYGZUZW7RQUau+M2CpXB0BRyGJKp3e4byNLooh0u0kCi0lqUrxAlICiYd+ZRF+ilULIG0LlUWHuEmELAGZErwBHLK/Fr/XO6SzyLaGchaV8EyCSKLGv9SaUagIIiBUZLkINydXh86osdwdXR5zmcdSp+9EfQTUvkYgloGE60SZ2s4G3GjDZH+GLhOSPMEYQ6Yy5r6ikMMl1mQx39vQUtsqqunFVUqhesvfif9IXnzpBV5+5VXOnj3LaDzha1//5nKdnjp1grKsUEYxmUy4fbDHdtvy1vXrTMuKjX4PmWhCYghKg23w8zk0LlL3ArRty7Xr1xmNx1x+5wo7u7soFefNsePHOX7iOO9cvsyXv/51jp06zsEbLzOeTJY24Elq+MnP/hjPPfc8ShhOHD/BbD7jW9/8Dj/6iU+yujLk7UuX4uFnWyaTCa+99jqDYkgv60fpadty5842SMFsOuHy5StdnrsYne5LJyh2L5vtEN6rCPmDRpSkX4hCwWoi6alAriVa3Tto8HhIQBiBbz3TK7dZP386UvxUDPxCgK9+7WuUkxn9NMM5x5sX3+Ttty6xvr7G1atXKcsK5zzfe+573Lx1k7XVNfI8Yzqb0TTt8v0nJmE4GBKE56033+bixbco8pz77jv/ge9VSIVSmr2b++zv7NHMKySBVkgefOp+kjRFaXHoGUTH4ZIKgmA2npEXBd63XaNHoEIU2kqyDOFBeYmsA++8cJlHPvoIZjVDJ5IgoJ1XmCyLAk4QTaNMjmwCwtbQOmSaoE5tYs6eoG3G0EZGkZSanjIIodCdDHZAkapYsdQ6jQwIN8OFsGSzOeHxOl6t2ZljCont2FjWL4TnwuJOsV3AJISM1QzbIFRgVkuKZEAgROAmAjGZwMEIZNSxddYSypYqlbi8xaWCxnmmzRgtI426dS3WtXhhaWwThbnmlvm4YXfngwd/Hypo6OseQXnQnYCIEEzaMWJlDd9UmLaiaAQ27YO1uHmFXFtFDXoxgBDx8RyqosVFp4Xp/t/dQ4moF5/Kw/JbROFGwxKBwzxwkvZgBPMSDiKrAhGLvQsdNoSgdBWNq0lUSs8UMfsRogNPdlNURBzDqDnArB3HHOzi3rqCNArdL8hkdygJR5DxQGxgUQtFOUf7zjXsnRn68QuEUyvUnaWzIQYqQhZLprYIkGQGIQXVvKIua0Tn8aBFAqGiKRvSPKNtWu5c22Xn1oiNk5u0bcvxB09iioRLL73D9//gJT76uR9hvDdl7dgKeS/HWcf+zT3WT6xjsoT97QMmuxNWjg0Z749I+wlZkeCdZz6dkyYpvvXs3Dpg986IjVNruGCZtiN6wwzdDLE7O1gqZIiucrWv2K12kFJSqIKt7PjyOdrgyNR7AZOzdsrMzZAyikhZLEalnedCnB9aaLby47S+wXTIa4sj0xmVq+OGLeNGfdAekJFSJDlaRVR0dP07VDtcsF8UMm7SGLQyJDKjn/bQ1RiLJHWWQdXE3u/WRsRyVCVqNiPxArl+DGsMQZaIyhCqCZw4HzczIREhwGxEOLgNaojoDxC9jCDi4t6fXCK0JcoqZIfAzlR2FxhYCIEWmp4uKF30qQBIdUHZ7KE7CV6Ix1imC4QS5LrC6YDKZrQHnlz1GGQ9clNQt45Up12g6ro15JnZKQf1Pi7EgCqRKXmedzWPWEYOAl544UWU1ozGY557/vuHL1MEPvnxj3H+/FkefeQhfv/3/4Cvfv1reOeoypLhsU1Wjm9g8pRsZYX++hp+ViK0prl0g97ZE5xe32RtOORLX/pNzpw5w2g0wjrLsWPHEEIwHKzx6R/7FM9/+3v8xu/8Ng88/ig3r19HEIXMANI04Wd+/o/yn/+d/5o/bL7JcDCkbVtu3LjBX/6Lf4m1tVX+8Jvf5JXXXuPsudN8+9vfQwCb61tcOHuBRx5+iMHKgG9+61v0B32UkrRNy/Hjx2LWTehUWVs6gfJ32aDHpOiHKU2+eywAgbF9Jxikh3vRD/x7IUQ5/CxHTEsyozBZgtQKbKSJ/5N/+s/4n/zbv8D9x08wnhzwpW9+nW9961t89rOfYTabM5vPaJqGf/nbv8XDDz3ET/z4jzMY9nnhhecpy3oJjDx79izD4RClFb8TfpfLV6+ysbXBfQ9c+ED3KIREaUNTt7zz4jvcuX6HQGCw3md/b8SZ+0+SpEkEs3eCc1rrpZrrfDbn8iuXeeCRC2SJQkoRmVMNCGXI+1n0VmkaWttw5ftXefrjz5CoBB0is8J7hSTHdwmi0hLXgpzOqSbjeI3nTpJsreGsj/grleEDJFqTeElIIrMrOI/xOUWaErxCikDVGfMpYaKnRbA0rqZ0ErnSR1zaJX1gSFNoKjvFE0ikofWxfaKkwndqrIt5pWS03C5dxSCsIqxDeciRyO19mosTRGJAiZjAnd5gdrpg0u7h5raTQIhJVGPnlK7Gekuq0iiE5xXNnme6Gxg1P1g/5Oj4UEHDneoOj6w8ikBGj3M3j9rxTiKOnUfUFaaqoa7hYD+6M/Yy6KWI0CI7D/TgQuyHdsGDTlKkUu+JWr1ztLahtREPYUTXW/OeDm8IwpJ98mmaSzdwdw7Qa6vI4RDXHSypTlhJhuzVEbHfkwWDZIUiWcViKXQvvqwFqtcSJUidJX/wPNn5CzRvX8FevYXqD1G9BJfKSFdTLTqAURlqZKleuoi/uUfxc5/GJbLDTEQnzJoKiUZ1IkiaSN86fnqD7ct3eOPNG7z+nddYObVKO6vYOL6FlAaTGK5dvIIQgsuvXKFpLA9/6kGuXbkSKyO1R0iB6ehUs/GMbJBSlzXVeM6tq7fZPLuBTiXVvGQ+KlldX+eVr71MsZaQr6VILemtFty4cZ35wZyrL19jNprx7BeeomxmtK2l1QGpA9YGyuDx7ZjWN1S2orQVPVMsPTlKN2XSTlDCcCw7HiVZjyRsFh8ljmXcGBrXLK2/CYfZlxGmE4SJB+lADDk3uMDt+W2m7YRgo1y2xyKkICGN+vKJwIWWqQ0oqemrIh7MCoID68cooUlkTmb69IoVine2adoxot/DHH+ISgf2ZldJiNeg1zZoZY4VitLN0KIlUwF39Tb1w+cIUixplKIYIntriPmIsH8Dv13i19ZQGxfYyrfQqE75L2DxdwUMR0cvGdLjEARphGE1WY+GT76JADARKw6ZKMhkgVOeO8keo8vRcldogcOSo5j5CfgYpBuRMqpH7De72I4BFA/CQ4Og0FUHEyn5qc99jh959qNYezeSPsiWE8ePsbl5jKefGnDi+Gneeecdzpw+zfETx+n1euzv7mGM4aknH+P+C2djf/bkaZrLdwj7Y77w5Ef52KOP89LOFTKd8+QzT1JWNXXVoLqg4Bf/zC/y4w89zc0rV2lWc/7Mn/pT/Bf/1d+jX/RjIhEC5888yH/9v/+vePW1VxgdjOjnfZ74W/8hvV5snX3s2Y+yvrqCLA6fd2YK1obrrJ9Y5z//+3+XN797ERUkJ08c5/GnnuDVV15nZWUlsq+cRATzvsXSJcbpfYDo98rKtdAM9ICZndE3Q96Pmvnu0TYwqxrmNBx/4j7srVuE5lBmOoTAKy+9yv+gDJnW1FXFrKkZDFawznW98XhQXXr7Cn/6j/9JNtY36PV7PPbok+R5nFdtW/P2pbf4+je+wbWrN7h95zarq2vU9QfPTBcmgq9861Wuv3OTj37mGc4+cgbkggEQLdIPtve4c+0WSqZsnT+GLFvm05Lr17b5yq9+lfILc5549iGKfkY1q7j65lUA1ld6pIMeyeoAtTGgqRqKXkpzZ4/paIpUkuHWGuN3bjL2nnTQZ3VlwKUX3uDkfae4sT2mLWsGRc6Fjz3G2y9fZO1cH5MnFHKIaxpuv3WH84/eT93W7G/vs3N9m/OPPsj0zj79YxmmrxmYFRQKD5TOMq0nzMWUE599EvvPv4lyqyhlkF6ghaR0UdROBIkSPkr+6xQtYmAjUeSyx+pwC4MkvHwFd/l2fPa1RTx2Fn18E1YKfC6ZN2OqekzZzqhtbNMmJmW/3o+fJ6Icd6FSeoOcydWW0e05B61Entv4wO/zw8lIZyciX1YYSlcxbaekXeaXAkk+QBcrNHuxF9j7/LP4xOBwGJPTtiVaZ3jZ4mwbtdLxKKV4+ZWXqKqKCxcusLa6zm9+6Ut87OMfZ2trE4nHu7gSa1uhlCbRhg4DhfdzzPkt3NoKF5+/yEGY8eSPPEOiUpQSDHpDBILVZAMhAkYnWOf4rd/6XT7xIx9nbWONqplxMNrl3OkHONs7h0DivEUkCebh+/jv/+//gM9/8lNsXjiHynu41segQRnszX3qm/vIpoZEMXMzcBH8JjFYPNZ7tAjRQioEZmFOr4Ek7fHYJx/n5IUTXH3xMhev7XL8/AYch+H6kM/9qc/y0jdf5NjpLR7/5GOkvZQTp48zunmHN1+9SltbhutDfvbf+RkAPvlvf4Krr19lb2efdJhx+r5TbF04jk41G2dXefJzj8SFuppwZus+VteH6IHmmZ9/mktfvQQZnP/IedJ+yolTJ9BKkCVD9G6JvDMmMYrj+TFu2Hco7QQJnOmf5lh2kta3EVfgSpTQHMuOQ5fhl3ZO42tWkjW2si1AMLNTGtcwTFYYNQcADMyATOVHgH+HyHOBoK8GVHlF0iHOMp2ymZ4DItumtPPOfTVjqIY4QtdSkiAFSvVZz7eQb1zDX3wdt3dAmaSkj58lufAAbpgxslNSn3EyP40gmt/UvqKmIqMHwhAmY8KtbeTKgEmoEK0lV9GNtO1kh01WoM48iLABOZnCq9+hd/w09NcIJsG5FnMPd9UfNipX0fqGnu6/5/9JITh/4SxXZzeRadduo4m69QjmbTQWynROE2rO9M9Q2Ri0gUcKHR1pg+taJRrXNJw9e5qzZ0/fBQIEQCyE0gQEx+OPPsyjjz186MoqoF/k2Kaklxf0i2i/3rgS/ezDuNeuwP6YNaP4zAORZZEOVvGrC7CdRRrN/o0brK0WHD/+DOr4MfZ2d7n45tt85OmPsLG5CSHQ1CVpmvDRpz+yvLwgoKnnKGU4dfIEJ0+c6BguLgLbCPjg2JvcINXwyR9/FiNjoCiBR554COF9LP/+EEXI2teRkdMJLEVwtFv62Nwr2lBCUeg+N8prFLr/gYMGiNWVta11zMmTuJ0D7NuXcXXbtSig1+/xv/ibf4MLaxvQOvSxY+hUU87neO/eVxI+cAj2/JV//D9w69YNzp09y1/4xT/P177+Db73/PMf+Bql0kilaRvLt3/zO/zcX/45tk6u453FNi3apIig+MPf+BY7N3fI+zkrgz5f+Sdf5dM/+yzaGGY7E/orfQYneqhhj9deusSbL1wk7+esrQ75zle+xSPP3s/9T5zFHuyxdXoLk2e88vxbjEdjHvzY/fTXely5eI1mUrMpNMXqgC//5rc5+eAJ1laH7N3eYzIp2XjkNC9+7SUecg+xdXYD13pe+v1X2Di5xo2rN3n7+5c4uHXA+SfO89V//DUIgcd/8mE2H1ilsjOmrmQ9XSczOQaD81EyQAGJDTHBRmGDR6JJVLJUvezrPqN2hNYKGRTGJxRtgfu1P8Q3DnP/SdQnHiGs5Z1sfotjjqQkq/K4/5jo/zNrZ1S26lr8GbnMCHisszRjz5Vv3WbiFeH0Fvr4Bu189oHf6YdzuRSxnCsQ9HRvaYu9Xd1ByxXWhKQezfh//bf/iJ/9kU/xwKc/gU4yvG3Z29/j7/ynf5e//bf/YzY3NyI1Ui2cyQRvXrzE6OCAIu+T533+5e/8LmfOX+DY8WNIlaCVACkx3nXL0YNogR4L3IQVNbfrfb737W/z0FOP0RvmIDVSSo7rsxFX0IlzlGXLt779HS6cv4BJDVeuXuGll17iz//SAygVKwJCRXe24AW//vt/wLOPPcFm00JVAx4VMtSspb58BzmryD7+DPMvf4fG1kgtovsaDoXBiAQXXPyzkOSywAVP1cwRSrJyYpX+sI8LYDKNNhrnG/prBU99+knSPENKgZBRP2FwYpMnhlEDQSlFkiW0Tcnq2gr5MxlCSLI8Y3VlFZVIbGgYbA1IVxLqds7ZCydRaJyISOBBr8cTn348AoWURCoB0uMaRa81+Js3cQcHmLOD5XzIdEGqMlaSNaTypDJhQ210rpT+budCpUH4ZXtJCIGSGhksszb6UNS+RLYxuy1MPBBDiJUfRHQBDSGQipRe2otaCb7mdnmDjewYla0pbUXpyli6Vgl0bQEpJIN0hawOzL70LXQvIXnwNGLrGZz0hMRgk6hwakigw9EoEYGcShUsNv1UCVAa17XNqnaKFppUeaIT4OGy8q6jqvZzVPEovtxH3LmC1Blq7SQ+0RE9vkTiHo55M42la2XIO2neQ+vvQOvbZZtwMUIIjG/NaGxFniSoNCBDS56s8/+j7T9jLcuy/E7st82x1z4f8cJmRGSkrayszCxfXV3V7GI3m00jskmQIAYjQSNCBARIxEDAaKAvEgV9mhFmoAGGmBEHJCg2hz0kRXazSRbbVHexq7N8pbfh3Yvn3/XHbKMP+9wbJiNdE1yJBPLdvOaYffZee62/Kd0AcFgHta1pRx20iJEYMpWS6QyBYGKHVLbCeocWEcvJ6sd6jjwQAipfNXNGDMKEZ9aGfrvgnsmSPrcJh2Ps3T3qH7xOPa4QL40QpzaYxIobt2+w3O/x6//wN9jd2gYEabfD3bs7vPj8Mzz9zEXa/ZxZNUahsL56oHITlFJ9o1IrFq8pDanMqGzwMzA+uMSOxFEAoTlPL+nRifpooT60enB/BKvlBu/QtEb1PKGi8eGgUXycCxU1AnDzo304anFvN6p9AtZTFTWDwRG379zi3fffRgpJL+3h4iCC5qsaISXPP/883/2jf8/B6cc5uXYcU8xod9rkrRzRWElrrXnhhc/yu9/5Pb5w9CLtdoe3Lr2DbQSfimJGbWuUluwfHPDHP/gB5X0VjYfvO0IsNoMLhVxjGA5GKK3oLLUQUcBlKB2jo5ity3eYjCasrPV56rnzKGt5+d/+kLTXI0ojkv0R5544xdmnLjDcHzA4GJB3cl78xRfQWvHa999ERgkqa3Pn8k36x7ogPMOjEdPZlGQ5ofQVO7d3WNlcIe1E1EcjJkdTPvO15+hGjvdeMYxHBc542ittyrJgNBpTFTW7N3f5/C+9yMu//QOyTspnvvEsa5trTPdG1M4SpymgsEAv7pHIGCs81olg/GcNUSfDTx0ykyStBBxkIjhGWxGsCRyObtQLVVOj0Psz7KtvIL50ESMchfbUekJVDMI48xIlg/R/pBPStE303j66mxDFionUaCGxu4Lbd/aYlIYSEcgJa+uITo7I00bo65PHp0oa5kpYECZh5QNys3SBizxXwnIlvHnzOpvmc3Rli6Isef/S+5RlBQjq2jKbTplNp6xvrCKFZDabMRqPqaqw4Ozu7VPXNVJqvIPhYMjh8JBOq0OrlZNkQe5Yiojd3R1qYyimBZU3HB4eYooa2e0gvGN0NOZwcMj66jp5lqFVjPeGwXAYSj3ek6UZS/2QzOgoZTqeMZ0eYaxlqb/C3uEhVggYT/HTGfr4GntvXOVgekBx5y5xEnPSz1AmGPMIGWF9UH+MRIwUjS+GCOpqCkWNC60WGUQ64m52D0HrbBB1kZJWN/TEa19hXI2vQrUk6TaSz96Dr6nqICOd5kGS1mHQsQzS3rbCSwOJY1Qf0NI9BBbRKL5FSmE7DXlRBGGfUG6P8ZduojyI9T6in+G9pRW1GXpD6SrG9RhpgxHWnB4o1MPulworJLWvFyX18D4wIkxQkdNoEUBE43oYfOkbjQdFQBkXZkZlS5IoCWBbPDMxYXe200iyGow3VDaYxnTjZRKv0NMKee0mbloi+y3keh+/sUTdzRBSMCnHGDvB1CYwZXRKotJFNcu6sHgb1yw+VQ2zAnVmjZkZN1bFwb5cinuVkcVCoAQ+ysAFYySsh9EBEBRNSXK8TvDNDzpnsCJULO5n/YQSY9bYPD+iTu5hfDShvZKTdVLiWIO3zOwMJyxze+NIxOQqDwwlnQUJa6GpbNkI8qjFEua9/XQAP3+fiI+wDcao2b36ML4Wb001YqmNlEHIyF+/irmzzdFwzH6mmaqKE8dP8PQzz7K1tMp0MkEKwalTp/jsM09x+vRphBTMiimxDlLZwUPhoXbnHHDcHKBvFnCBRQtFKnOkmlHZmtoGnwlHjbUGJe8BpcHzYbLRkYwWaonQgKyb/w6y1izGROOKECzCCQlMYQuS5nsW99sr5v62loqqiFla6pFt5wyHI95++10QgvOnzpG2co4dP05dVYiq5ld/9Ve4ev0KV+7cZGd/n7gT8bkXvoBSks0Tm0yLGVIJvvZzX+UHP/g+l69epdNpo7Xkpc+/gNKKJ564SHIt5uDwiJ+88jMeO3uWsixZ6vU/eAEW8tT3vyTAOuysQKcaHUcopXBlFTZfqefu9S20q1nqdOh1M6qyJs4iojQJzIK6ZvXkGnmnxc33buC8o7/ep7/WYzadEaURUZ7gEOzvHLK8sYypDLaRE4+TGOE9B1sHHD+7gY4U4/0JneUOq5vLpGZKnMxF6zTtXotyUrF3Yx9jLEsn+7Q6OcPdIb31Nqsnl0nTmLKoaB9rI5PGxNFWZFGbwhZBrtsH00EhBN5YojwjzSOMCrYHqUwwvl5YcxtX0467qFogd0f4vSHueJu6K6gEVCZIWJuGpSEJkvNaOKyzyNEMszMk7WxC1MLNJHtbO0wHMWOZUWbB4BxAL3UQWQKfMmGAT+s90YS7T9Wr9h5BjvRhB5mnGZ978hm+89aP+UpZ0BOCyXjCK6+8yktfeJEsyzjcO+D27dscHB3w2fizrK2s86jSnSBk4VVZc/nqVXZ375ImOSdOnODUqZOkWcbW1l3ef/89amPwzrG/t4vQEltbiknJ4fCI69eucjg84GD1gJMnTrO6svpQGVCQJgn9Xg8hJEVZc+nKFQaHRwEstToEASrL8EWJG01Q3T43fvYWh21HHUGSgrlxmfPWkeocpxS+MRMJ5UrZLCaNP0MzuShCNupcjRcO4+v7VCxEw0DxGGeZ2gmlLZBS0XZdalWFcigCBVTWNeoyc395uwDMzRMY42tqSmJfMrN1GHgyRjrFxIwXx6iEIJYRsTJMr9wkPtZDr/SxKuwSW7od3CrrEZN6HBIhHfqzbdUmU/ec/AJILIBXSzsj1iFp0LIxp1mYjoXddGlLhmZAS0gcgUUx11QYVUNKX5KqsKhHIiLRGdvju821Dfe1chUWS1IKWqVHHc4or2xRO4f4+nOITgeDZ1QOEAiOqsNG8bOmdoZ+0ifWOhCcvKd0BkSFsJbIaeRkgphNkBvnmM52yaMWQgRgomgAcXMA5nzBcNYg0w5kHXw5wx/sQFkg4hTpBD7xOBXhhQogTxGeAf0QuC5V6QcApqY2WGMxxlLMCo4/tkqSJAsFz91imzgKY1CjSVRG0nyHlhrXqG7WtiaJ8uCC6B34xlb+Pp2ITxL6/vc3RnRhubyHZYKGbphFqNYa6tgyMp9QvrnL1q1t7rY15z7/NKvLx/jzf+4vMDg6Yn93l6P9A5576klkpHFKUtoC6wzGSSpXk8msMWX68CTHOd9UJSSJjIlRoZdcFxhpcMKitcK7JtlYaAi4hiKuFvf2/vPx+EY11jUtHoJokgyCRsor5mZMc7qm8IKWbjM1k0Vla6H4R4L3Bo/BYqinM06dPEFZGkbjMbMiJLHWWVbWVslaGb4yUNZ884tfIos0N27f4WA0oOsVWRRcLi4+dpbS1gjh+OzzzzGejLh1cwuvBBfPP0631yPSms9+5jnyLOf1N99g92CPb33jFzk6PGR5ZemDhZE5qrwBlkshg59DbVC1wQsPtUFUClEY/HiKF4rD7QNasaCdRdiqZv9gRHe1i441o4Mhk+GEk4+fQiAYHY2QWtBf6+K9Z/vmDlk3I8kT6qri8O4h554+SzEpQAqSKGxiqnHJeG9MrDVeCI6GE46dXkMnGmMCmVFKQaIVrV6L/a19RkcTZCS58NI5rLVYY4kiRZxKymnB7p0D1p5aR8ahbV7a4GVR2hkpMUoExchYxzCriLotfDuhLh1SEVpgrvELEZ7Sz9CFRQ8MZndA7Sqq5zaZmKARYZzFNWJagTlmgxyA9FhbYW8c4WuHbrBOcjpj5/qISbKEOrGMyJI/2YL/UPyJvqO2Dk+gNN6ZjIlVTGESZpWgnSq++sXn+G/+4f/IdDxZCKf86Ic/4f/yX/4fybKU7//7P+bll1/mcDrm+q1b/I2/9tc/9LeKsmRra4vf+YPf5fFTZ/jNP/jXnH/sHL/6Z36Fi888xd/9H/4H6rpidXUVKSU//NEPggKdFLzzzjv8+Gc/4c233uJLX/8C/+of/Dteev55vvTFL3LmsccWvzGbznj11df4/T/4Dl//+tf56Rs/4p//xr+ik7d44vFz/Jvf/R2qsoZuB5IOZntA9Uc/4t1ii7/4l/8T+isr3Lp5nd/77d/kfPs8UgSilhZRoM81E4udLyKEGx+JCO8t1ruGtglaqAaYpgJS11uG7ojaOEpb4IUjVilxnDIqByRKIVVMTZAYjokDXceHXXdCSBpimRDJlJYUaCIMFdePLoMLUs9JnFKakjwKamuRBQY72Old/HSEvbUN0xixvkm0cYrJdIZwYTGc2SJMlKWnjEp8yoNJAyEZqnyJthI09020czneuUaAR8nQ5w1umk2J09dMzISBHQYzGleiZGCaREQsp0sYZyltSWELWjrnZPs04pXrVHf2kFIQv/g04swGe+N9UlchvWdqxuzOdsNOrtGpz3VOL15CKUFp6maBMdyd3KEX9elOaqLJCK8kwziiGlckiSDRGuVCchOhFhLjDxjvzMv8Oob1k6goQRU17ugubnRIKDt1Ees9rPU4agSSXHzwUb2fxjo8GHG0N6AqamqKwB7xBtlUFrRUxB5qESFFstgVz8N4S+0NnaQfKKzEeBGWqpkraKt77/80lMIPxj1VCgieMVIIRF1i7lyBJEfFESOmTKKMp554Fu8tQmh6/T5VXXH58ruUr0hUS6JOnSDutmnHXYy3VGZCGmcfWg1orhy4uZvi/FoGMKmKojCBu5LKeAQlkVANKyJ4vIzKI/K4QyTj+1oejpmdUJhyUfFSUjKpgxtvN+7RathBoIiaMeGbykumsuD0KHwjdXwv6QpOEBHOKurpmFMnzvLExaeDaNX8PSpiaidIBJFVMCkx713jS+ee5qsvfgkvPNXWNmJW4WcVTy2tI5MIUdZUyvH1r319AdL2zvLc0xKko5WlPP+ZZ3n++eeQDeD09OnTeGuwxgQw49weoKkkCUTQ8BAx7miImM7IHIz2Rkxv3EG2M6TWqDxHrvQROiJqJag0Zzop+NHLr7OyuUqcxEzHMwYHY3ob/ZCQVS4kvrHAVIaf/c4rtLtt0lZCOS0Y3Dli/cwqd6/somNF2k7BCi6/dh08RHFKXVkOdvZZ31yhthWjqaHWEe2VFsIZuhtdbr57i8H2gO5ah7MXTzGcTMKd9lAWFft3R9y+fIev/PUvo3JBURdUtqI0Y1q6jVBBuyEWEa24Q+EV3roGFxMcZBKyxjMpQquYrlqi+uHbVFu7uCc2MOc3mVUjpragNCW2wUopGQSlABKZkImUuJQUr1wi/9NfwuWayXDMwf6IWbSKOrf5qVsQHxV/oqQhVpJxXbNflgjXRccR1lrK2jDWmu7xNS489SRXrr2HkJ6DvQPGoxGPn3sWISS/+Mvf4rMvPs/PfvwTfuvb3+av/uVf+9DfyrKM849f4P/8t/9zRvtHWCU5PBrw9tX3OXnuJD/60Q/5f/3X/xWPP36B3b1dltZ73Lx+C4A/fvmPuX33Dn/n7/zfaLdbfPWFr/CP/vE/4Xd+/w/4z/63j33ob/7TX/+XfOtb3+Rzz3+OY8dO8MuDQ/7SX/oreOeJzm6ijy0zu3ETbrz14AcFECustXjPwuCqpdqNlsDc5c5xT0FxDpxi8bcWMvQGBVir6akVahnkUJGQJS2U0kQqwboa4T2RFNhGtEiJoItu79uhapUgBJRlxe2dOyxtdklVio88IhZ4Z8l0MJCSu3eQ4wLR2oDz59HXJjAcYAcepjPc7sskS3AqTfHddfzaBkU9Y88ckqkWLZUjZfCVkAjuTu5Q2CkBna/JXYUThnE1ZFyPsd6zkR0LkypBdESre3gI6wN9cx7GhyRkWB8xqScMqxG9uIsQgnbc5bg4SedgRvHtf49qadRT5xAXTmDkjOHgMtgYEefEccSxeIljnSV2J4OGqumY1jMKU2CRFE2PXCMDmDVqI197F9XvUX/jIjeG7wWFUJmipcRTY20NnuZ+f/QCa+sSK0GsBnqhsMD2PvLym/SOn0a0glbGoN6jp1YAF9g93tHSITHbunYXW3uyTkbvsYz92nJg98iqnLjBlSTEKJkgrAkULFcSqWgxLiOh0TK0jyxVkJHxHnwAn9YL+Vv1QBL0J4/wW9oGG2SRpEQXnqd8432II4R+cJJzjY7EaHTE+5fe4ef/6mdwb9+k/N7ryPVV0q88Q11OWZVrnwh/8GER2Aw9Ut/QdampvSVqDJGk0PTTVfxDrBdBoBy3VJt5clG7mo1EcVQNWPCyH3ntGp8W3Q/OiB84gdDukkqSr/W49co1+udWyLpZwEY0z3kw1pN4oRCpRD77OOa968xefRs/q4jPHUc8ewHvapw11FsH2B+8RedXv45wOtCLvcNXBrO1jT69GbQfPPhZRXn3FvbKbcykxEuBaGXEa8tEa0uw3AHdYD9qw+wHb1JvH6JPraHPbJAdW+drf/6r/OY/f5m0laITjc40v/a3fo2zT57mZ7/3Cm/86H3aS20ypTj1/AZJHpOkof//e//o9/nqr32FjdNrvP/jS7z98rssnVqm1U1Y3lwiyWOKUQEIVBzTXu8w+cGEK69c5c57W7R6LTYvbNDqtRkcDdm5u8/nf+lFsjTnzq0t3NiyvNqHPGFZLLNzfY+ljS7PfuUJahMkydOllMuv3uD2ezskecLy8SWyVGF8RWkqnAvPpFAhKdRoFBEYj09U0x50xDJUMGMRo9IODKe4azeZvfwq8umLyD/9GcaqZFaPUEqQ+ISKilgnRFI3OkmaJEpo7RiiO1u4wxHua5/hUBQc3BxwOHEMfYZ4fO1P/jB8SHyqpCGUmYM749hIDquIU62abhzhk8YxTAqkzvjGC1/i7TcvcePGFlmW8vPf+DmEkNzeusrv/d53uXTpCu1ui7osP6Dtfn/cvbvFa6+/wh9972VOnTrD9RvXyfKclZVVDsdDlpdXiONg45pECcf6G9y8fosojnDG4oyj2+kBjuPHN3CuZjQafOR5Hh6NSNtt8k4brRXtdos4joOwCw43mlK//CpP0uUPf/87GGFIZhVPui7J06dxEdBoDUgVlB7v3zncXzZd7NqkWGT6sjb40RF+OgzO8nkUDIHSNjrvUHvB9/7F9/n8n34JrwWFmeF8STdqgdRB2917dOOAp1SM0Io7V+5w7a2rbJxZI9ZrtKIOqpqRjAoENV2Vhupi1oVKY969gX3zBr6s8KM6nNNKhpUp9rCCNVDlmGirILEFfWqk2ccLRalVkGlVCetLKxRxn9IWi4k2IqYb9YlkyqA64qjaD6wJ+eCkend2m8pWaKlpxS1Ot84yKo8WSZkSmkxnlLZivX2c9M4E+f6blJOS1i+8SN1KGImS2WyXNIpI4w5HsxHSqyDW1NC+lvMO47KgqAOXeeSGrEc9WjpjZgoOisPFMVmtMZGiVp7SlERSY5wPOvNCIAkyt4vWxH3QhkeGmAsmhpaEWl+B1S56eIAfXcNL6HeWUGnMpBo1DJUCn6yx+94hMzGh0+3Q6nVIYs3t2R20iqjsEZlOWc82EIQlK4uCUFbgLDsOyj06UZdUBkE2jWRUDhq/C0PpC0ZlRRK1GqzAf0iVoTnZ4LhDpNIgUjWeYW/uULx3h+LKTfLPrbPSPklRGV5586d89unPIYTgxu3r3Lxzg7W147C0QvzSKvLdy9R3dpj+1neJP3cRvb4SZOE/hunwoUcngivr/LkcVGOS+J7Y1SLusxKeVxLF/aqnfo5N8HSjDhM74aA6YCV5cBJ/uGqjfKhUTe2YTLUWAkuLn/Ue1c4Z7o2xxtFb7i3+3/2VE28d1lVEx9ZwowIzmeIeO8aV9y5z+dplqqqiq1POtVaRv/H7CFEDHq81ZDlypUf99q1QOdAKEWtcotEXTpN2ggOkG0/xh0Om716F2kDdSEFHkujUOurJM7hE4WOF1JKnvvAkZ58+S10H4agkC1XQU0+cprfewVoXSvajAulLomnB6TPrrG58nXIwYSnr0N/IWPqKpn7+MaKVZWSuUZEmTiLMas23/uYvgoVOr81X/tyXqWfBMDGJI9AxWTsjX874ubWv0u23qU3FyadPcvLiZoDeFFWg6663WD63Qno8Y3t0k35rna/+uS9S1SZoLESSz3zzIlm3zX6xjcPSTjp0dTeY0gmD145ExahmwyNmE2KTECX9wMy7fJfq/Rv40kCvQ/SXfp5DRoztPrNyGnRudEouE5bipQCiFRDrGC0zslsj5PU9SDN46Sm29vc5OEiZpm3qTiMh+B9UFXx0fKqkYb9wyHyKlAFdnghBpAWRIGSk0EgWaz575jG+/8qPmZqKs2dP83Nf+woAP/nJq0wnUzbW12jlOe/7S4/8rfnicuPmTX7wgx/x/HPPc+LUSSaTCbUJVrJ5kjKZTEKZzAf75+E4IPFREhVHSGspt7ZJj61zeDRASEUWf7Q5R6uVUZQzZsUU2+4ymxZBpx2BPRhirt/Bj2ec7C+RVRXVrCCuLMtxGzOeBU3/hhIofXCrs75G0vTcRSjFSykRpg6D1Quka0xwnMMlCS7qhTZhpJCqQskYYTzFeMzerX2YFsSqRpoKn6VonSFri/Au+NqqCOdrlHX4qiD1nrVei9WlNlENHTJEnKDSgPf2XjSWux6vcqSLEQZ8JPE7+/ijYRiEZzYw1QTVTvCRonKWWW2xUgd8hg9elbGAHNDjIRme2Fu8t8T9LjJKcN6hGjno2lYoGXAx96+wsYoXttoCiRTQTno4EVoLRVmQx20ynZNeOSAeTpA9jTu9zkHbUqnpQqZcydA/FKhQEhcLZS+EaO4HQZnNUTOpZ5SVYWZKClM09ylIK/smGQhiSQ5jAytBC4UiuG8u4hPufF0j3XxoxrSjNnHeQkURwtS4yYR6NsWqhEQnSBTTg5KSEt1VyJbARw4tI3pRl5kvKG1FaQW1q2hH3YVo1hxTEwSdIub6/vPFTiuNxYb7gyLSQaVTNjveR8UcJMjHTFT33PkiytcuEcQzAtBPnz1GIh0Yz/LBlHo4YWd0k+/uhoTNTEoiL3nu7Hm8krhEIU4eI2pluKMh7r3riIMR6vRxfCvBmkf7KXxcCBHslwUwrIbMTEE/XqIdtReMoIfP8ZF/zzGwUiOcwDpD7Uq0iB98vwy4JgAbCNoN8NEuXBXvf78TDpWooOZ63+uLsegNjiDuZbd3EEqiji1Rx5Ir165w6tRpdBRRjMZcvXaTlYOK5JlzyG4LkgQijU0V9DtI5wKIN1ZIpWCphcg13kpcnKFyjZoaMDZIrnuPiDSstHF5Ep4VPN7WRIkiSbuYhpmhlcKYAqGgs9RpEm6J6OT4ssYbi6pr2t6RtWLE0Qi6Ma3VDqLO8TMD4xK5voyVHqEFy+s9ZDOPdZba+HaML6aodgfjPZWvsNqQ9mIKN8E7yJMWOolxRcXue9d55/JtNs9tsPrYGl7DeDZCqYjl3jLaaYyzRFqRk2JcjRKKTtwll60Fu8l4i7MeJz2uDNgzcbCDkBZaK3A0gjvbyGPLuERj85iirZmVQZhLSY3ymkQktNMlmLNt8Ahj8e/vMhuWxHkOyz3KvEVdWaoZVFrjPqQdIYBICqo/AdV7Hp8qaRgUlriyxEriXEQqBc5rjA85dphSPELAidUVcI6D/QNWV1a4+PgFAHa297HW0Wm1iePkI38PYDQacffuNr/4C7/I0lKfPM+ZzqZIqejkbdp5xrVr17DWMRqPub21FT4oYX1jncHOLq/86EdsPPkU71x6jzzP2dzc/MjfvHDhPHe3tngnTZlsTjjYPwLAVzVuOMGVFdHJ4yylCUvTMdYF8x0ZR/jJFH8wgkgvdlRYA7kO/WoMwhvMXFXO1AgV4WXC4PCIKIlI8hQbRcxqwWB3xPqZVaROEF5gSsNobxTAMB4i64m8QJAyGdWMt/ZwNiB18+UerW7G9HDEcPeI2XBKLIN+uvYKfMRkWjItw4I9m0zI2hmtXouk20W0WoHiqRVOGLwz4ViP9cHESBG8EYwz1EZiGxMW6y21rZnicV7Sms1CuU5ovLeogylOzoIolQyGPQaQdYlIE4ju9XvbukOgPzoqX+GkIx4BzuKcp7KCfAYd4XG3BvgM7Lklqo01RpMDjDWkUUKqU2IVdn6x0o1fyL3wHpSUaKVQMii0jeuCST1Z6C6ExCU8bM67wKiYl4adwznR9A4D998LHRDznyLbN86yV+wQK43OOsikhahL3GCPw7t3EekSst1Gq4TxYErai9FdgdBhwZFCsZysMLCDkGwhcd6jiYJ8NfcxG4BchwrC/ceYqCQArhBoGRPLNGBWhFgAAB8d95KwR4XzLiRnCMTBGPaGATCcRsh+G/34CdRyC3PlNp3xEW5QMUlTtt6/gmxldJMuK50lzuRd7NY+vtdFLrWR/Rw5amN+eglz6Saq30NmKU7Ke7bef4IQSIyzzMxgcX1auk2sPnrT8cA5N/4rkdBYoSlcQfsjPu+bf4QQjbeFC2DW+02hlEcJgasss+EUlMRZR5onoObeig4/KrDbh8ilFnKjj/WWnb1dfv4b36Tb7XLj2hXeee3H6M0L6KceQyx3g12yd8zKIZnKkd7hhcdJwHiccHgqvHTQUohuhjLz5zX064VQwZXzfhMqLNY4vPSLEWKtwS2eraCZbXHIWCF0hptO8KXBlyU2BlcUOOeRSYTEIwYFdjpFeY+VgPAorXBmGpL2WIOtYTKmnnlqU2KwOOHxWlJmwe8ibZQfi9mM/a09ip0BF1+4QL7RYuYmVK6mNBNq226aTIaZqclk3LCpAragrTs4PMqHahVC4azH7g+R3sFkHPQxKHBHM2Sq4MImrh1R25KqmuK8DTZaKgApE5XT0j2K2azRc5DIumZ6Z0jZymFjFdvJGM5KRKtLFFlkZRoA/YMRSUGqJZnWTOuaaT23dPt08SnbEzCaaLQKUp5CCGZGowQkItgtSO+xpkK2NM88+yTiUkTeatHrB8Wpp5+8yO/83u/zyquvc+rUSZIkSNtGkSaOYqQKD0eapUilWFldYfPUJv/o13+d9Y0NKlPR7y8RRRFRlPLL3/p5/vW/+bfoKKbVajGZTFjbWEYIwZde/DzSOv7uv/znXPzhKa7cvMEv/dk/w5e/8pXA+08SlFJIGfjKaRKSmF/55V/m7/+Df8CrP3udzRPHmY5mLC8tIQZD/MoK6qkzRL3nKN+6jN8CkhyBR1qLXsqoXr+MNw4RaUSeIidj4s88DlGEr0f42S41HlMZnJbES+v4ZIlXX7nC8sYyp546ST0puHN5i9e+8wZ/4W//CpGXECdUlWB/Z8j66VV0t49IBL6usZOKW69c5pUfv0dZViyt9zn/3Dme/fJzXLn6Lpd+dpnRwZgki7lQG1745gmmh0e88+olLr16hayVcbB1wMaZdZ758jOceepUcLGrHVok2J0BTEqyL1ykhAcMqqJmdzssj5p+rMILz9iMOZQ1sr+OiNpEKtzr6vd+iNneQ6YJotuBVk7UkdixQ58+jt5YBkL7IZYB8FO6Cmc9ERHmzfcQ44K8ldHpdXB37mJ29xEnj1OcWGbUTxgPb7Ks+7SiFlo3iZKIgJpMBwCe9SxcBLUU1B4irWi7Nu28w43DG+FsGsyJ9Y7YBoBq7S0zUy5EjGoM1oUlovJTrPdEXi8AdI9+nu492HNEtBKSaR2qI9YaEBofRVRLK1y+ss3K6C7qqIWLuyAFx4+vMK2LBVsEoB336Ih+oA36sIDMr+dcaEgIuQCRPnw8Eh16+FIs9CCG1RGJDqyNWHx8sv+ocN6FeaO0VD96g/jzzyB6bVAymBiZimR9FV/V6PGEpUyz8dLTmNunSJ44C50MezjE/PRtzOvX0N98DkuGUCBaMdm3fo7hr/8W9dY2UaLQK31q98mVC+8PKSSRjFhL15nZCRMzobIlNrGsqrVPDAqtfEEigtGdFJpBNaCtug++6b4JPhIxwktKH2Sca18T+YBTmo+juJVR7Y4pinGoUrQ0k0HJmSdPkLRDIh/LmPqN94Ph3GobljL8bIJSirquqaoqmDilKekv/Tx1VGHsFD8NC/2OO+SEUw/6a+AxsqYyFbHSZEoDNcZY7h/j/sOWooYlBg+OfaAZo0FUW9QNKFoD/QzrI4Z2QNRNML7ElBOUkCydXKbYFsjX3kfNggiYa8cUR8GNWLXyUB2ZltT1VTw+iE1FGjopfP4sg3oPLwXeBK+Hut/j5766TOfYBhNdMypGwcqAKAiNSY1zlsPiABH1iXVMWRdhbhApiU6IywqRZ4g4RVQe+/4NpJng4wR3MMbc3sbnbeK/8HVmYkZRTTCuwjlPorPg9SMlsYqDFo6JuH7lClVd0cpy1pZW2O/36Jw/i81iDodH3L19m43jp+jlGaV1C6n4+R0BWE4U6604KIFayeVBSdG4FstPsbER/qMABU0Mh0N6vR5/+MrbPHViiVjdP0QeLsuBUJLoqMQWE2yeIDotoiTHWotSitl4gnOWvNNmMpnS7fSYFTO8d2RZihSa4WhAnrVQWlKWJXdu3qbVbtPrdpAqCPakSY51NUcHA7y1xFrT6rYpyylZK9AnrTPMZhN2tnY5JiTpyhqy08ZLGI4GZK3QV62LmmJa0F5qhYmyrpjMplTGcHzlGAevv0e+eYxpNOPIHjAuR6Qy4XTvPP6tm1TXt6CdkJ7bRJ/axEtBPRhTbu2TrfawP32bupNhj3URx7pkuoX3sF/sEumE2GW889O3KI4MT3z5AluXd7j93hZnXzrL+SdPI0ywqR3sjfnZd37GY8+c4fTFU6hIYaxlOBjzm//db/FX/vZf4nD3kO3rO0wHMz73jc/xT//bf8Yv/PVvcOrxkwx2B/zGf/PP+Jv/z7/J9feu8vYP32F8OObP/81fZjQu+cP/+bs88eJFnvnKU1RVRW1mpHEb872f4WcF2Z/5OtXsQfWwufGR94E2VDe00VymDKoBEkWqcnKdE+m4MeXSmLtbmK07+MEUPzWITGN2D3GjKSJL0f0eyS98EVKFPzqivnKL4odXSB/fQB1r4UqD254i84j0m1/j9uQ2B7NdinpCLGOsN2Q6J9EJaZTQj7PmEXpwsZ5HVVeMqymH5ZhOlrM92qWyoVSshGajvcnqd2/jV7sMVmGvU1C7ml7cDZ4mOqhZ1r5CCUEqW/dwDY8I5x0TO6al7ikBGmeChXs9ZCVaphf3iXTM1vQOW2/uc+r8Bsu2Ip/OsMt91NKZsKtrdAjm8tv3DNgslQ8y7EnjeiKapOHhmDuTPuD+2gD6HDWJDJ4UjzqfRy6iYj4ZhZ2n1BHuyl3q1y4jN5awnz8DHqSXC5OzrNVn/Bu/jTp7DPXcBWZ1QaQFtWlAmCJYG+vKMvn3r0CkkSdWEBePoZyg3pthf/AKcjYjemyT6MsvYKsqJGCfEiE5x3ABzPw0aK7IhFTki+v0UUnD/dezdGWQDXaWfrL6CT53LwxBq2QuGvYAxdN7ylnNztu3WTq7RtbNiOOQ9E3+xctEv/Q8VUczq2eU5Zj9K2PefvMnlNbT661w4bELnH38BBUVWgWNlNJWeO/pyd4HTLlq6qbSEbBT+BrcvK34ycP4mtqXJCKj9LOFzwlwXyLrKFzBzM2wWDQx+8UOxjctAd2mla+SyIRYx4gK6v0JWb+L7qRUP/wZ5s429PvorzzPQXmAriTq9hHq+l3iZx6jPt7DS1CjkqiwxKdO4I5GFD95G7HZh8ePUzuD+60fE58+Dsf72G5M5UuMtYzMaFF99EJwon0a3nsVe/wUoruCnlnK3/4ByQtr1JcGqJUV4idOUx8dMfvx24h2jju3Rnmqy3C6T+lK2qpDL+2T1xHcPsT0uvwX/4//O1t7uzz/0ov8rb/9n3NzMGY5z9i5c5vf/7f/mn/xG/+Ev/V/+i/42re+wdQ6lBC04nAd63IWsDA6Yjoe8aPvfJtv/sW/FqpZJtiSz4qSzz12isFgQLfbfcQduxefqtIw8+9y/fBJVtqKdhyMdlANL35OCfGQ+gT6bfzrN9D9HrIVDsK5CucEcZYgHchZFdzTrCGKFXZ/TPHq5TDZOIe9cALbz/HSc/L0yYCXmJccnWvkYTXdbnsxaTqCy2ZZTpDSI6UkTTNOnj6Jco7yzasgBPHzF0NlobaNt4UnThVlOW3OVtDOOyjrKd+9Rr7SpU5qKldQm5JpPaGUJbU3SGegkxC9cJHq91+jXM4CoKUa4nqGJSVof+lxgjNeyKIrExzUWroTnMq8Y6m/yqXrlxnsjpkcTVFScfGJCwjnmglYUs1Ktm/s8NKfeSnIxUpJMZxy6+0b1GXNv/tHv4dSis0zx/nslz/D+z+7zIXPXaS73AtmNlJg6lASPNg6otNvc/riSeI0Z3D5Du3lPNCUmoc2LEBAuw06buR0LQ9PmCFxqMhkTkYwRdJC0Y09+8VBAPCgsKZiWB9Q1CV5K6N98VzoYwoJkyPUaAlfzACB254x/dffxTuH0BrdbdH5S1/FdTo4YcPk+SSUvmLr6D2MM8G+WmpKF8ZjX/dpyzYRmrJqPEzieDEZeu8xHopqxM70kGldEEuJrxRr+QaDcsjMBOZHrFJMWVCuL1P1BMrWZHFKplq0o05wvBOamKbvfV/C4L1nYscoKYlFgvdQuoJY3KPtQbjHy+kSUzMhjmK01mihOZYdZ6JrxuWMrL9Ea+UUuhzDnauoY6dwSjOrx+wW2yQqIVMtVKP6J5n7d3y0dsH9sbi3nqCkSsRcmMj7DwocfSBZUBpfOuqjMeL2DskLT1BfuYMfDIgvriMvnMM0lZE5NkTHKbPf/R5CenwaNdTFCRADUePwWZL6FKck0Vc/gyinUI3xt67gNs4RRRKf5bhpTXVjn+ryb5F86ytES128FLimnz4vi3/8dQil90y0ub/9MrZDINzL5BGmbPciXCclBKlKiKOPNwZ6OKHQXjfgyCm5zj/w/5MsWtxVqTRiUjP94zeJv/I0TitsVSOEot/d4Phnz3Fie4Q4vQonlrDaIKIIVddUdRkqa1KhBESpx1mDt2KhtREWdBO8g1ygwn6SmCccGhUSz0aaKChxOoJWoQwmbipirmUhhCSVCVJoam/o6j7GV2ip6MRLxC5iUh8xKwPFPV9KcLM9ylt38O0MNo5Rb+1zMLrNQbVPIhNax3M6y2exr93EvH4J1e/ijvcpl1P8my+jL74ASlK/ewv//i1UnOALS3TmOHRztPDEJqV6+TVaX7iAiQTGGebFfpl3kTrHH0yp37+Fq0tmb+4QP/EYZq3DRE8wfUf+rRfwt/aY3Dzk7mtXeY9DPJ4L6TJKxFRo7kYp506uYSNJ0mphHLx/6RLHz5xFCHjj1VfYunOHZ577LAD9JMaOply7eoVrl9/D1DUvfe5LnH3sJLfvbPHyyz/g27/1r6hkyvMvfYnV5R7VbMqPXv7JJ7qP8CmThpVsk06Wk8WSGIecTaCaASCiGKfAKwEygkjjJ1PM4RR/Z4CXgviZM5Bn2Lv72KMxwoEfzxCJwkUKV1uEMfDYGsI4ymu38JVBxTFSa8ysQnRbyHYGkaTeGyArS3zmBKKd4jRBJMkFrrEn0BYFHiU9XkhEpvCjKfXlW8gzG0HyuQGZgGc+j6koxu8cUt/eR2QxowT2pwElq4ViNQsUOWeD8IuMImSeUdUlcQF5llBFmv16SOJTHJ62bgdZTyzWQ2FKcp2DFxhf013qUBWGm2/eot3NufDsaaIooi5mYRImSLLWs4pWK0dphZQKWzumoynnnjvLiSdOEKcJvX6XrNtieDhk+ViPKNHY2lIVdaAxAUc7RyStmJWTayAEh9tHdJe75J0s9OKdR0hN/dY1hNbIE71msp0vhI7a1ZS2Io9ynHNNAhAgO5WviEVCLrMGDxC428abIMwkE1A63Bel8YMJdHJYWUF4iVy2xLMKrMdLAbHCdVvUMkzexhkmbsawHjCtwoKshCSSOvR8ZejjW2+RXuKRVH5GbiIiJZq+saH2NaMq0LXyKCNXGu1LIr2McxYlBMYFv4KF/bCSSBdc+Lpxn1jGi1bFwz3/udBWaUpKV6BlRCwbc62HF18Eqco5lh0n01nTUhGhVH58le3hNmNd0s48adoNypR7dxDtPiqNkSh2Z3toeUQko+DWJ2ISFWN1TiKTB9wZPxiPBvgt9Ag+ZrMulUYWBnNrCzuc4CRE0lD9+G3saIZaaiNOHcNpEXQ+BEipEJXB/PQ1/HBA/PRFpsuaojwkUnGTkAYbZ4VqJHc9MlEQtRAmhiqD/dvYy0fojVXEY2GTYcsp9WvvY9IU0cqgUZKNHj+Bm5dxF1WSB3vzsql+eOx9Us8hEpmHErhQQaLgEdfl/sVdEQCoSqgHgI+fJBaMDvnBhC/Yoce0NpeoSoO6c4AYTbCjSXC9NBXRwQQxmOGLilpEpOMS7TXSR5ixgcMdsjPrRMoscCdCWrxrxqbwgF2wQ3BztdBHA2O9DyDOewigoF5onEGIkEBJZGM01ojROYOUIBdqmPfGnRIRirl+jVw4gpauaPAFYdOnZN2Y1xnS5T6R7iL0DH84IJ5MiWKFVhovBbPUE19YIfYa9ie4vTEUBXTbWGGQF4+jp0vYwQT7zi1Qiurta4g0RkQaryVuf0gmE5SSaGHwEiKVYW7u43dqzKimvrWN3lgmunAKt5xRRZbCFlgqiDTJepuDw10OmfKFF78EwKWf/oTSZbTbq9heh6mOcQg2T56m2+vz5s9+womzj2FNze72XWazKRsNTk8Kwehon/FwiETTbqf8s9/4R/wn/5v/dXO7HFVVk+c5udbYumY4HlHcxw77uPhUSUO/gE5eklQC6SyuDv02AFWWaOlwCoTx2KHDDqcgNKCx4xn2HYlY7uCOBrjpDJlGuMMBMlVYgqyiX+kw6jqk9bBTomuDEhJfGtxoEmSc8xiRKvxkgqsMRgpEr4PvpIhEIbMcr4JPA4tJ2QegzEoXWxvM9bvESzk+UaDCROGcRUiJ9hK/O8Dd3ccNx8j1TUpVMGuqEFKnpComkhGlLdE6WPS60RS5uYzYGdLabFPFbXb9XqNvX4FzAUQlQMuImZ02oCqJw5F2E4pRgakMq8eWOH7uGMbVWGeQWlNXNWVR4j1MBmNAkOYZzjpUpEnyhLWTq6EH13jHJ2kAOE4GY6bDKbu3djn++HGEgPFgTNpeobvcAQ8H20dsnj1GlieLfriSGrtziFpfRnRbze6ikTpukoaZndCKWo1qoFhUVIKaHsQywgmPdY5EzRexYA3tvMO5mlhIKGf4tAWthkbWDX11fCjbB2ppgbCCWGiss9SmpG5szzUKZBDUCij3INdbuCKoQ+qYwlTE0mNdHRTqBNTOUDkXQH9CkEmHtZ5ZPQ0THZJYBQ66bMCtqrG19nhSlX6s0ZDzATRZu4qZmRHJiFbjr9GJumj0IulQXtOL+/NRu6BvJq0EcSCwlaHyNZFOUK0u4nAXyilKBmfMw/KAsjG1Cm6eFcbHYeeucxKVLfQb5nGv5P3RlYhHltUbWqBw4LePcOMKRlOEd8gkRnZy6htHyFYGyx1cK8PP2z5Kw7TE3T3A3ryLPLOGPbFMKcYU1QSl4oaX7poNgFiMP+99YAklGqIYMRshbI1sa9RaF5FngZmxN8RPRlBMEXECscbdTKDVOJ/iG08X1WxiYogVoprhpzWi34JYPyCQk6pAO6SqwZQQp8j4IQfMOY0Wv1DUFAh8WYYkWTZA6Y8J34iOyfnv++aaGwdlhRuN8bMCPy5x0wJblMhujhuMQVSISY2c1HhrQhtitYuoLNwdok2NG5fIeEDca+GzJGBMRI33uiF6Wbyz93V3GhDxfYfuGorr/f4e95hQ96ptRljmzhxz0bfa1yghUULf9xzN55EAvFWIMD83iYrzQeyu8GFe0VIiPFSu8XLIc9AxsrKwlBI7AqVbJYHdJKFcz5E6C3PM3gj2RjjdQ9y+ixMKr2QYC/0Ospdh90YBc5fHkKeINMIdjhH9HJ0EJovfPoLRCLczwU4s3hjE6XXsyR61N1SmwLgqtBJNRdruUCRQJI6LFy8C8MarP2YSRVRLfVr9FlVDMzh+4hS9Xo/33vwZ3/oL/yv2dnbxzpPnLfLWPfM6KSWtvAXLILTntVd/yv7Rr7K0skav3ydOEk6cPkO33cLgEVrT6d/zFPq4+FRJQ7Z7lVzNQAiMVNgkJ1k9BUC0dwc1GQd0PDOKayMYFsRPnEaf3qC+uc/0299HHV9Bb3TRa23kcgLr63hXwkDg8zbmTJ+b+28TqZje+VU6SRcpE6KhRU7H2Bt38cMhTD3xZg5JQvX6ddAZarWPWusRneoE9Lr1BLUcG3azskYs9fAzh7+6g7t+E3XmFCpWWAIFDedJq4jijSt4rdCPbeBO9JHTbdpxO6h+2YraHdHRXWoxI2tD5hX21hbpS09R/7sfE2fnSI/lxCrBuIrS1hRmRqxiMp3TibtULuw8pYxwUpLEktHhiPWza+RLHeJei6KagnfECGbTGZPJhDiLuPbWNYQQrG6uk+YJKxvL/PQ7r7C2uUoxNfRX+5x56jSbFzb5ye//jDhOKWcl+9sHPP+Ln8ULh3eOOIlptVtYYxnsjXjys+dIsyDWFRQFY3wSKDzeeoRzC0xAoFY6bJM8eGKaNR5BkDue2ikogXOOytbkyqPRzPfjxhtmbkbswyIvhcRLia0rvPU4HxgBhSs4MPsgoC06aNVulNFiVvQypa0C3cw5hHQLy2znPTMzo5IlrWSFembxGkb1iMKWtOI22OCDESSWDd4W1CLl7uQuxlsiGdGOOih5r+0QqyQoa/pqMU3ePznOY7FTF4Ju1KF0M47sEZNqzKAeAHAiD4mDFPfT+QS+0dlwBKrkZDYj0hGRDrLPpSnI0jZqNcYNd9CDPZbXz1Cmq5S+pLaBUy6FpLAl43rMzE7pRj168VJzD+YtlDllEu7HNDx8Pg+fF4hAcXMCWRmmr7wPxpG8cJ7oxCoOibeO+NgpZCIxrqaqZsE9kyDJbW/uUL9zHb3cQ3z+WYbFPmVdgAhl+YwUrSOMNHgnHjo216gXC+T6WVSrD4c7+KMSIdZxaUr6jRdxW9dxu0e4kUHkiuKPXiE+fzIY9iiJSCQIcNfuIjfWkP02bn8Htz1CPvEYarmLSB6cLt1khh+OYDZBLK+iluIHkwAbCtbe+UULRnowuwNUq43PEnwsF66UHxbONLoT85KGI1RBZhVu+4DynVsMpiWrEUQCfJahHz9FeXs7LM3tNmwuoza7CG9IRYZ99zb29g4iUajVVYpX3yc5fwp9ch3X0jgrkN6FVpEAK/R94+ODEXw85uqVMiTwD9Xc5mJi8zFd+pKJnVKZipVklVgmQeukwYHcb/zmvce4CimDtHdtK6SHwtXkskUskyCH7jzG1kzsBBd5osgijqWoKGrE61SgXiOCJL0p6GwuBUPEKzOqd+8SVWNs1sF6cGmMeu4CaiXFvXUbUVXIWIeKd6Io372GvngSfWwZWZSUP32beDmmvjJAEBOdP4F7fJ3DyS5aNgJaTRKZEKOtRDuBtJ7prGmN6xTT6zNbW0JG96qCq8fWybKcW3e2mI7HvPXKG/SXV4jTlOkk4Mw8nt7SEs5LEnXIweiAKEmYlmNWk+OsrG2QJCmPXXicPE2YFQVZ3WZl7aMZhffHp1OEfOrzQUoZcLakrgtKF9QPZ70lVH+FxII/GBKrI+TnTuCOtqh/8hYqbaHOH6P1Sz+HzULP2xMT+gEKubyHHx8S3brKyZUTzETwcJCVoZ4doXd38J2TxM8+hshzfJQEcJOUJKuH+Fs7uDv7mDu3KP7wp/eOWYDQClod4rNLEOXIfo/8T3+R2Q/exP7L71LrGL25SnJyleqNa0wqS/blZ7HrbUpl0WXFoBxgnMW4wPnPdYal5nC2z6zTpteO6Q7HSKlJLqxjdw/wY0X/zDKZ2WPiNIe2YmhLZmZGYQu6ukcu80A91Qpng+nXk194ks1zxxHGE1kBIvSTozhm5dgqz3716XunpyFfatFf7yOlZO/2Ee2lnFY/RSjPmafOgPMcbA/or/R46oVzLJ84QVVM+Nw3n6XV64QetRQ88eIFVk4fQ2dxAxyDeRdcKYFXlrGZBo+KZjfc1h1aus3YjBn5ElVDS0W0kyAWFCiTTSXHW2ZuwriaspQsEzUUzNIV2KNbqKIIZdsGgDZxUwblEUvxUphwncApz9iPSEiCLkc1IhYxLZ01MtIVMxNKkbFMmh1wmOxmdUmm2ugoRdgp3nisrWnpDsIE6mfwYVgCM2Yp7TMoh1SuZmqmPJEtMxWCPG6j0u6CeYG34B5mSdwDFEohm15wSLBy3SJRaeMkadgr9ohk8qBfAwGDoIRc2KkDGOEpXU1hCtAQ2zjsstvLiPEhvP8qm8fPMIw73J1tN+ZenWDRLDQTM6WyFZUraUUd2qrz0G8+unUxV4Rc2IyjkFKj44TynSvUl2/DpCT95guIpQ7OGer6PtyAMNgqjAPdVFRaWZ/q330PV9To8yfRn73A1uAGWksSnTYUXc+wGtFRfSKRPZzP3AsfEkzyNrLTg6N97J2rqMefxZopbmUD09/AVzXxwYD0C1Ps5S38TtAnYTKFTKFOH8Pv72G2t1EbfZKXPsv0B69RjWcfbCloiVzqoFaXqN64BAeTuTdXuF/OggzCSF6GBV9UDrWaU17dRfZz9GYPeWwOUH0oIeJeA0BU4MbgB2NEv4M5GAc6YhJRvXSB6PWryOGE6MQqnD/Ofg/EqRNEOlTHvHeU9SHeK5TURE+cInrqTJOUR7TOnKD4/mtUN7dC774qKC5tg/PIk2voZ87g21GgHD0igiR+2EQYH5Q0E5E3m4rgLBwRKjGSe34dAkEuU5QXzdi6VwH7ACDUB/dM21jVT6opj/cfZ1wPGVRH1I1qqBYSJSKqOlQfs1ZK//Yd1NkngoOxaDBXCCoqrJmiNjqolS76vTtUP9ii/Ve/xrinGU8P8XaInozoP72Jff061a0d5Ol1uLCBf/82auLg9ojpa++glnvoF7/MdOsPEYkm/cbnuHN4naEdkEUpmUpDhVEldMaS6pX3Wb6zx3Qy5R//418HoLdxiqTd+8A1jiPF+rE1nn7ueX74Rz/ku7/72/zyX/w1Tp45yys//iEAlXH8+t/7H9na2mLz9GOcOHEGvGc2tZTlveuZ+mBv89M//iO+/0ff5fDo6EMerA/Gp0sarAv/AhGaqGEAGA/GVUEYSCW4tT5yYx2mhwgtwCqKmxP0l15iJjzSAA1tDUBLg8h6+LQDpqI/PWBpNETKCUJmELXwFz5LaQMfV3i3wFJggSRDnDuLeuwxlBAk88nbW0Rdw6TCTGf4rW3c+AB76SpF7fBWgnNErRH+YEJ59yBMer02M6aMql0mZkIkY2oXLK0TFXjvg2rA1MwWPcDSBmc5oUA9+Tjme28SjSdsPH6CKmpz6LZxvsY7j/EWLSTrrWMoFeEFTMdT3vyjtzj9xCn66x1U5LF1ce/SW0OWp2StjGMnNhavh3km2K+eefosp550DXLeUZZTjKk4+cQpTlw8hcAjgaqYYKXnxIXTDYLWYJ3lwksXkFpQ1GOKuqA2wQI3ffI85r0b+P0RvS8+gSolN8e3SFRMoiJc4z65kayyb0tKPGmD4r8/alezNbsbgHUNmC61nnjnALV0HNZzfJphXNiBzMyM5WS1EUwRrCcbGO+oXAlekKiE49lxpFBUrocSmmE1YK/cYVxPWU4SUpXjZLD/LkyJRINxdHWXjg626pqYPMmx1Fhv0ULTTo+zW9yl0BXaReRRC6UTZFmi3ryOOncceXYjWAi7Dz5Gc+nhB0OykR1f/BXojBVWGKb1hN1im5mZkumc1XSt0VC4z2Z7atFSoPS9isbN6TWOpcdJohSxfBzXXUVde4v22YucaJ9gUo8ZVgMKW6CEoqVzBJJRPWZQDrjQe6KRhf6w/jQYL0iyHCEU0guUlwgrmP74dYqbu+j1JdInz6E2V6jlDMyHWCeHEYuQijjJmPyTbyMjTXTxDOqJM1R1SaSDq6NrPBnQNbFJEB+aLTx8wASwYxwFO/J3X2WGJUla6O4KtrtCubpEGq+RbEzxUuOjoCiL84i6xh5u4Ub74IaYg3dJzufgWwS3zxrZ0IDDJRPAlHTd4zfbCBkj0hbECYyOwpua6htzwScpSD9zFrN9RH17j+rmAbrXIf/mS/g0wlkbVC1djZAR+KBVIMcjnAA/HOMjjTOW8nDAzh8POfvSBeJja8x0QPSXfkhPLgVVSJERk+IxDN0oYEKsWeC3LCVOS5KvPoPbG1JfvYPOI/Jf+TJCOOob29Tff5voi08iu61GJv1RyUPTOqAOIEeC42xpS2Zmwmq63rwvtCJyEZHJILFfuwrXtBDmcVTtIaUOzzB1wLfgQDiUatHPlwCoXFCYjEVgTE3qKUtZn5Zuk6gM7SRq9DadLKUWPjAGvKOVdIlsFZQ7PXglUU+fJ3rvfaZ//DPs48eJz/QpqbB4ahz5Z59AnBwz/elbtD/zDFUumf3RD3E16NU+6WefYvy//E5oD51d46g6xIuaY9lGUGO1CjEoKd69TDmpOMgyRhcuoPKUzTxnYlxog31Iu3NtdZ0vvvQV/vv/7r9mY32Fbr9DlKRIPC1RcuvuHYbjMecuPsGv/tpfxVQlv/73/3uss2ht0FFBUcxQsSbWihvXr3N394D/9H//f+B/+v/8vU/0iP2JTa9EqLctxk4sUwRgm72pFg6d92B0hHUORIo+1g8tgCbUIi0HhGBmSwbVAZlW9FdPUDlDZS1OWDpCoFRwa/T3ZfzBpyGUFm1j9lL7YqF8J2OJUhmuHWM6msgJlJO4WUnxR6+gui1EJhFxis771K2UkhGFmeJpzJxkFoQ7mt4iCCpXcW10FQj9doOEJIO9AW5lCdHL0ROBGlXEq11aZorBEruaWCasJGtYZ6i8ZfvaDjfeuEldVjz7tWcCtsHMMKYm0xmOCmUtygccwAOsBTcv0boFenchSex88FOwNUKwsG72How1MFcDbNoLEzNBNfO9RJDpPPT/OhqnHIwLOBgwTaa0dBsldGMFrejFPZSQdKI5h//hQR+EglaSgLlQSoXFpS4hy3FJC6QIbSQfJo9YxgvFwvANAUMWxIjmCmmiGX8JAkEn7hIpzcSOaKtecPn0AqdDWTAo8inkAy6M8+6rasSHwj/9eIVMtShsgcNi6hr1mU381gQ/m/sI2MX53R/6Eajyws1wGGLRVBWERKoUj6MSgbJa2BIQgYqbRWh9n6lSIpFjReiiOTKZQrTExIwx3pLoDKUVvreJL8YkaQsdL5OqnGVXY3yNljGC4D2xXxxQuYKkkZB+OIQIrphiXFC9/BYBAuKC5a8QyKWM9AtPQp5CGmGUbxKoe62ah0NKhbCe6q2r6GM95MlNWO5hXAAk1rZGKYWS4IWnNI6OSB4qdH9MeCBKob+O766QCh1cFqsZ7uAWVW+VyCt8HAdlTxlEi4IvlITlVej2mRsvIWSzSDo8BnyEMh6nZaggOIewBqGb8nPD7nL5ZqCZ+rmj5b0wOoY4JVpfJaod7mjI7Kfv4U0NaYzeXEOfXCGs8BpkhPeaausme9My9NWzGE6ts9xfQqx2OFCNnkQ9BSwTWZI3AMzQhtK0VAf5iATMO4cVQC9FPr4JWmCjoE3ijnfxiaT68Tvkn38alym8+MAphSqDq6lMiRA1pauYqzxmKm8USeeiamGMiKYSEckgZuR9mMMBEp03NOIa4ypqVxLrlERkeOmRSAoXtFJqWwOSbtRFE3AwtS0bmfkWeI+xFZWwTYLiSWWo9jnhGzXYMN5dbwmhE6JxTbxX0tk8hmlA3UxLzO4+9ZU7FP/mDxFSkb74NKLTQVhH+dO3caMZ0dNnUCfW8A768SrxqMJdv85oVDJxAmLNAZ5h1qZqZ9gkxkiFfHCftYgkzdBak+QZa6eOE2nFZ178Asura4zHQZciyiSrS0u0W22uXbrEP/uHf580idk8fpwkSUiijG5rmXa7w9/9f/+3fOtPfZ0sjWi12/zW//KPP/Hj9SnFnVyzQ3zwAZbQAB6bRJowCH0U4WUERCAMIo0Q5X1o5Ye+XyKQUlEAs0hT2BorPVqGERr65WIxWD2e0hQoFa60cYaRGSGFJ9dtlPBIFE7JYKaSdgMKelTiD4aokxvI5S7OhAEnshSjoHYVkoC0TWSCFjGJTEKPv9Hfj11MJDXOhkFfSU+dp/jJISx1ka0MNy1xV7eRow55NcG3Ymh1SNOcROUUtgjmMkrS6XfIWhlrJ1cZmSNm9TTgK3QaJq9GJttQUTtDpu5Rr+ZgK2vMA685AvjOu+CkSQOoa94QqJMNn194j3eGYT0l1hGpztFCU9qSVCv8WgdwmGt3iZ5exlq3+C0p5IJ2lijV3N6GtTBnUzQI8Hm7QgmNqIZQzRDtZWoVePjzNEALgRMSY+tFX15LvZBpfTiC/HMAVLV1By01sQiW2kKKxTWSDYhxPn68dxhbo1WMmHdk53xxGaGFImoonM4Z1PoS9Z0xvg5ttfs9CBbH8hCDwjfSvhMzwfkaqSVaRfe9TwaXw6gT7pPwzSL+4BPS6qSYog6eKjNPqUsy3WJshkED0FmUlIjeMmJ4C6ESZJYTyQjnLMbX86c16FjEgaRsGyGYMIXfx4CRElka7NXbqCTBjQ+D0mma4IVErfURx5bxQoTn3T2k8dBcc9G0I6TUoVI5KxDWEZ07jVvp4xpxp3Bcoa/t8XgR2oH3uzl+0hAqeA2Mx1OyOEHl4ezkZIaejvBtTelNUNlz961/AkSUQJw9gE+wzlD7iso7chkjrMQrFc59Pp9JEaoRpkZYi48SvNILNsb94Z1HtCJEJ1TRfKpw9T5UhGd99wiqZoM1t+c2BpGnFNOSpJcTLXdQ3RatXpexGFO6YG9ufI21hpoRrWRlcT8h7MYfGb5hjSiJ6LewPlR0S19iU4dYS4l3UszVLcTjm/hUYU3dOMOGzeNc+rp0ZRhTTQIuRKjnharswyZuYpGkO28pfYlxFZEM1aUwPs3Ctj6jFcSJvMXYYGQXWBmSSMYBAC1mC4dZ4UHWDh+FlqsT4TmxzTompMBLN1fdIGCJNFQWsTtADKaIw5Lk1ArCTgLz784eqpfjigp3dh1zMtyHvFC4V94CXyMjCZVF7Y6QtWV0cIQ7KhjXjiMdI1eX2Y0MZSvHR1EA9D6chHmomw3y5z7/BTY2T6CjiHavy1e/+Qs8/fzn6Pb6SKW58NRTrB5boZXnPP3c89y5fQu8I81SvvLNP8X6yjqJiOjkPV744lcoyxkIxfmLTxC3ely/du0TP1ufKmkwvg6AFz9HtsqGQtPseMMlZ67pb51F6AwRd/Fud9Hv+7BIVMKSWGK33OGoPML6mljFxPKezbISQVkqCK84prYkEkH1blpP2Sl2WEmWyRtwkcU2xkahx81wQH3jLubqNvLnX8B2skC32R2iRlOEtGgbkehkoQQ4f+BY0K5CXzeWMZWtcd5RCcc007RHByh/CtlK8Qea+toWfvuAWHnUiXW06hDHgZpZ+hlR3OL42WNcePwcwoKhYjodMzNTdLOTT2TYvVtvqZ1hYsYPKDIujq+JecIwR+zPPysW/eh7r88/r9CkUcpeuYuzKYlK8MIzMiOUDAI6XkjM99+n++J5ptUkJJH4+yowzVjANTuE0MucPwxCzAVqQv+SqgBTItqnMOUhkgcXc4ujNFNqb1FS04paSOSCTfBw8lr5GuVDApOrNh8MTyQCzsE4g/UG4yuKekYq2oGOOKfZ+ea8EMQyRsngkaDiVtC5qCtCrfjDF7S5dkigdZYUZob1hlx1PkC1zHSOlhG5zhkVw8bn4N62QwhBt9umGteUswo7tBwlR6wlmkyliPvlnfMEceTxdQW6QkRBJTASyeLaQsR6ukHpp8yliwGMqxeWz8I4/HCCeecKrb/8C5idq8hOH9FbWwAcg13vPbksIQNr5t4EGP5DyqA34cop9WBMkST0T57E2yrIrBMm8H7c58gMg/+C9818ou4t4N7ft3FpXhP3/1TA50ilqCvP3UvbbGz2UWsrqFYP5aE1GmDbyxgMyqsHKajN4oe3i1MIomUFRYNF0gkIkSO8vY8hAbjmWZQar3TTKjGL75gn0vNqFk2i5QD6OdFSL+x0jyZUl25i37x27/ycw2tB8tx5dFmQn1ohXe0GnxBfc1Qc0IlWkCrH+6Da6OsCEctP1Np5AD9gwTiIpG/A2jM8krUvXKT4p98jW++DbmOwlLYgUorausYl1lJ5Q2ELlpOgzBsAynUznsUDY997SGSEbdxbCzfD2hrZJBdzLFRtq2Zhl813+qDQ6S2FqWhFLXKdL9hcKSlZ3CaxCsYTfKe/kEYPAmUOoSSxT0Jz33hU7YiEx9YutGAqA7MK++ZVsi8+i5Qeu72HN4bss4/jnWB8ps+B20XNxpyIj6Mzjzsy+MERoiyQd44ohmN27Ax18hSTrMWR1PjlPoX5aBFnD5TWUVvHN37lV/CekOxEkj//1/8Gtqka99KMF1aDEVrp4MWvfo3PMd+8Bw8MUVTYmUGi+VO/8qtIKem3W+hI88RnBQeDI/7O//W//NhxAp8yadgptrGZQwtNqlIyea//pBp0cLiZVSgLO4dcaocJ9p2byA8m3PcukA+LzNTOmJqAV1hJV2jrFtEjsuOwe1X00mVqVzMq9zmqjoCg31+5CilkoAXamtV0hThOKV5/DVtXiF/9MleGl2lNc5bXNohmJf7WLmmcE9WPrhE9MImjyKPWAtdgrGFYDung6SqLOL6EPr5G+uLTTP2IyWxE9OotxPe2KKclNhHkzz6OPC1QKfhZSX3lDuKJk6RRl8o5alswq0aIOMyKWmoylZPr1iOP776rudgxPwgmCiXWMJzu7Qrn71E+IlMZmgDKdA3v+aDapSdWSHWC7YZ7rqRkZIYUriDT+aKCEO5NyNkjgv3xXLqYptyrVAyjQ5wMSG9vqsB79yG5qWxJaabkcZd23KX0QQpYN5N76aehioB+4Pwica+V8ajxcr8tsRIS5zxlVTD1BdOyYDleQYl713beYhCi8Q/0IPtroa0zq1CjGbadBMDbI8NR1BOMsyRRTjvJqeoASHxUaKHJyBluTxFdD32PbzjN8wQp67cCjbQo0UJwZXyFx9qPEct4MRnbuiI+cRF35yr+6CqsHkN1lxr8hWNUDzkoDzjbPkci0sU4cAR/D+sMraSDu32AvX6X+MQK5v1XcSt9vE4Q1uPcfbgFEQBquGAG5hvu/f3XXCmNublDNZqyezTmn/5/v8Pf+q/+M+IsQenG3VUpsI62gmk9xpiarlpBRRqlY7yzGFNR1VUoOcu5JHYYV9YYrK1QUUJdGfbu7vHmD97hwv/uzxJFobwv+wmkfZTxqKSHFb4Ri/uwexhAoEVdIITkWPZhKPOHnif/MLDRU7qC3XKXtu7SjbrI+6tUxmMI11S2Y5KXnpoTG4OAXvOf1hjU1esM9oZMscRrMVNf045WaKscLyyZjFiOV8lpkslPQOtciCnR+CbIGo9kWk0CyNBZIpmTr3apX7uEemyT5MJxZibgFyZmDymC9HGuc7QQdFQHJQJGpXQVWdNCfJR6qEKTS00uW1RNj1QLxcyMmZkxBk9Lt7DeIWwASzsq9qtDOlGHRCZUtuTu9C69tEs76pJGbdTgCHnzPdSzX6ZOFLaaEnR7FBUVaEhtgtod465sM93aw37tWeolTZQkJKUnfX+L0e/+iOzCaeRnzqJOrCILz+xnb2NPZMGbQ3hqbUm++hz85vcRO5eQ7Q51usIeLZY//1WOlGJa1kyKOmRln+SueLiyP2QpT5jVhqIOQPylPOZwVjGrw/ckzSZ5YhypErRiTUsKzO4B46Mxo6lhOinwwMb546ytdrkymFB7T6Qkqv7kcuufKmnIdYuVeIWpmVA5g6cmlwEVPn9gBAGgtogog7jZ9WkFH6Lmar1lZqeM6iFaSNaydVKVNyCtjylRQENlTHG1pZO0qE0VdokqoddaJ0lalL/5HYhi7OYqo3oEQD9eQRBEfgJ6V2P5eHc8gaAd58xMjnFBrvh4ehwGlymtDe6TsqKm4L29S1S25MSzJ+m/9ASZTlAoxv+/P4B3blADRslQ+v7H79H73GO0N3vUvTUEMJgcoRFEOiJWCYnIPvboQtxLErTQ1L6mtDNy1eKDtDrLoDoCBDWWoh5QFgV51GIlWSXTOYIhZlZgXAA3fZw2AbAAQ0oZ2jq6LDA3Xockhf5q0GRo/A22prcpbfh+5x3n4wxERNqgsANw1lKWBSqOAsefMKlroTgs94lVQj9e+tjjKl3FzE2Z+oJe3GdYDTANk6NyFcNqwGq6Hhbj+xKRajYh+ebnsG9dZfqdH5D/2p/+gKz2vZCkUatZQCQxK3jlPzSxmY0LDneGGFMxHMLO3QEq1bSX26yu9oGgeTH1Cuck7UbnwWDQGDT3kuuqLpEbJ6EucMNt5JVbqDNP4YSiG/XpRHN0tsR401ShFLFIyKIcJSLMuMIVhugXP4+t66bKE/RMFrHY8Ic2i3dQK4/CobwAr1FRQvGjt4lPrrNd1vz0lctsnFtnNJ6ynCZIJbHGMCtKfBkW11arR5ykHB0eUh3s0z++Tl05vFP0ugEPdHRnG6ljdJqg05CcpGkXj2Mym+JKw5/6q7+AToI2Sl1b6rpCR5LJziFTa+n0e3R7Hay12A+ZOCMRLXQzPjzufxbm9NV7SWrAWlVoBIP6IPgKyNB6nPfwhYtDpc47zH0gaFMZLEGJVYogyBQdz1C9FOkVJ1Sf2tcBf0L0ARbOJwuJbvRiamoiImqCkmSsUoSo2Z9uob/0GP7GEebmXeTVO6x9/QVcEiG1pDSz4AAZp7TlMqaeYagRBHEyQ0guVdOOmM9TNZbazhbV4LqpSggkSsZIGXE02+Fgts9yukQr6qBkhCQmUQmRVI3Qk2cpXaYdtcl1a1E1RAhs1sJVY1ABCyG9pqv6oAXVH75OXTvcqTXUl8+yN9tjNBuhSkUn7rD2zCmS9+/ijWdajvEiI8tz/PYh+fA0emkDUY2Ibr2Dx9P6G38Wf/l1Btd3uH0wZm9pmclwFmjrf4I7MzGO6XD2wGfHgwf/Nqb5a1Yy2x0wGE6oihK8JxGeaGOVbGMZn6eMpGBc3KukYRyz8ewTH8+nShqG1SHbs7DbTVRGMr8p9z0wj85qP/jaXCWvdhWpSpoFyFO4GbkKk5ZoBrH1NfFHLJRKKDIV0MHGGVqqw169S0u1acUdIhEx+/YfQZoRnTuBX8mRZkSmUiLZJAltiV5JqL73I+QXPoNb4Dc+fGEMqn7B5jbynrgYI6M1vJOY2iK8x3rBarqK8y5QbXyQ3NZCk/38C0BTxnYOIkV08TT1pZu4nSOkEnhvWD5/At/LgpPbI2J+LbXQC/xASObvXffAEZ9zn0N2WvsaiUI1uu+xitFKU9oi9ASlYjVZJVZpcIhLHf7iSfS/f5P0uWMkcUosY+IPQe/c0yiQiOkYhvvY8WEAqa1uBjEvCL0tArtCIEh1EEu6NbnNidYmWsShLOlhv9pHIUP7wplFWdNJifE10qkgJy0UMzdFN9WH4Nh4b7jPFRwjEfjd/XgZRPBuAEhFzKQe43WLWMUPlLC9ivBRFPC30/H8ZB99/j7sEh9WVnxUWBsqVhun1xFCYq1lOppRjApYbX7bWyaTIcPBgPXNFRQFxteM60B9Fgh6cb+paDuEjJCdY+h4GXv7GnLlGD7NqeuCiRnTitooJJWrmHrDUraCees69cEQnyaI8yewdUntLPq+iX6xUfA+4GKEwCqHnqsIeoH3EuEF/sYOqp8zMCWjqiTKIjorbY62D2l1M8rDgrtXtrl56Q55J+P42Q2KVslkMOXN77/N8dNrVD+6TJLFrJ5Y49wz5/n+t19mNpiiYj3vSvD8L3wWrSJe/94bHGwfoKRiuP8mn/n6U2yePcnR3oBr71zlcHtAmmkOtgesn17nsWfPcvz0MeyH7BU+aqdeU1KLgsy3MY2VuLiXSS1CoUICLULiV7kCa+vQ0VcJWsCgntLSmrTZnWs0lS/CEyo0QkRESiOAdpKRJO0GLyAWVbYHcU4PYkzmEZLEean/XgvW+oAlaepqOG/QSpGSEDnVuLt5xOYyarmHHMwoXn4Dn2qoapJYEicKJyQyTtF5Au0M2U5QWYYjMBeEfxAoq9E4YUAETERQMY0QeKZmymF5GJ51a8EH9prwlkhF5PKeampwnrVhHiOoTXolsHECV99EnDixAG6nRlH++A28NagkxW0kTJYtVbWPF55e0gtJjGpalus93M07RG4NozSD+pDuN59Dj3bwRxEHgymvvn2bA8aIq3fpTC3tmSOVhvaTzzNyn2Tr++Hx8Gcf+Ns6fFFht/copzW+qpF44kSj+11ErwVJBFojGtuHj/y+j4lPlTSkKieRKYlKiWW06Pl/VCzAUI8UMGkMdZo+anDXC2jj+xXGPow7Pg8pGs1ymdCP+3jvSVVGohO0FfijEXbviPiFZ2C1h0wkWW2IiEL5zAWAkdhYwfzsvQCHE/5jr6TDhR24KRB1jS+GqN7pwCBxc1q3pKOD94YWUQA5OQvCEy8Hyp9omA7eO9AaOVqG0RSsQUQCbh4iut2A8vbmofLvvWtwfzw80QUQklhMCDSYFOcdddOvnVeIgtphhHF1Q4ESwfY60ciNHvLyLfI6JkrSBTjxo0J5F9Qeiym21UVkHUgyvJTggoeERNLSrUaWV1DYKZX3FCZgVrSMFtTLSCYLFon0IrQtvCdWCdF9pf+ZmZEo3/RDHcvxCqapIs0ncdk8RFppJmZE6YKsuFYxw3oYMDU82B5z3iF6XdSxdap3riKevtDckw/G3DjKehskyIk+dBHyTb8+zQOodDYLAk3FbEZRlcyGBaZ2VKYGLah91eBEwoJhGx2I+74wDGEd42WCnA4wkyGmGOOUIEoSnA/gSS0jqBzu8hZ2+wC6KX61hVtO8TZIbY8bud55nzqRGakK0tUhLfPUNFgPGiClC3K70dlj3Hn3OpNJwckLJ5kOZ0yOZngDs1HJ3p19xkcjTl7cpLfcZ/fWLts3dlg9vkx/c4l3fvg+vdUuxtQcHR6yfWOXM0+eIYole3f2ufnubb74K1/i9pXbDA9GxHHCyvElhLfceu82K+vrjAcTdm7sIoRi/eIpRodTinHJ+GACZ8QDwN0Puz8PTgriAVnjB8WyHny/dYba1gvQ6bgeI7xHipjIK7Ca/cpSakkmBQ6PEg4VlWh0YBKhGd/ZhU6LKI7RIuB7Anj1g5gm+VDispiLm3sV8EhB7tk2dQAIs7JE4XGNymqMEyqAJL3HRgRtkEgjxxU+kri6Rvpge+20RpQGUc9gUsHeGKcU1hr0mQ1EGp4nXxtcUSJqh84lRKoBT4ZjnFfAEplgZdgISKnwBICsQKAJGKaA2wiJUiISkCE5Io6QKxuo7VuoE6dIdALDArYHCCWx7QTTTSlaUKgS0yRyqc6JiIgqCfuHCA92WqInNWpmMdJgV3tEJudwe5+doxG23ebYxgkApjsjjswA5Wa00ximH0VD/g8IY7GTgnp/gDsaI+MYOjkq0agkQrVbkCeP3NT8SeNTJQ0t3WY5WfmEPbIQc8DifB2eM3Xm5VAtgxyw9j5I66oOUzuidhWxTIhktADIfXSEybMVt5nZGe2oG4xPxiX22h3k6gry1DpeS4R35NE9oJxwApnmiJU2ztzjrD98mg+4yzWAsuBW6XFlhZtN4XQH6nLxXikUibqvTOkMxtWUPjgkzj0ZFmFL4jNr6MqAseg8ZvzPv0fy1JnG0tSGB13oZgKigfZ8tOPeIgkTUDXoZImm9iUTM2ZSjzkehQGfkIDKQ8+POfNBIyIJyqF7HcTII1PxgGLZh9wWfFkgTIWPIuzxM6EFDiFhWExePjg6yhjjKqZmQjfqNjoBwbNeaUVLtxf0rHDtggBS2SSekdALm1fvLdYbRmZIbWuW4xUKOw3MDZmghVrgFmpXMbPTRrUzJY6SQA9uJsI5qDGMF4J6IYrpH7xM/uyTGPdB7rprgKJBi9/gCHiGD602NMCm+W9NZzOmsyllOWM8nDDenyKlQMcReUsxYUwkIhKRNoC40Dv2OPBykbA4byiw6G6H+nAbV85QcUqn/TiFmyGkJKohGnvKy7dwkcSfW8G2NM6WJD5Udob1gLqRwHU+eKmspqtEIlQUlBeUsiRySQAjeocqLNY5TJxy8727CCV4/HMXOdoZIWWJ8IpqapgMpyxtLvHESxcRXnHtrRsMD4b8wl/7OnE34Z0fvU/ezknzlO1bd4kizVOff4J58ejSz67Sbrf54WvfJ2u12Dy3yea5DVY22nzvt39CWVQU44LpcMaTLz7F0194htHRiGpWYU3TI78P0PvgbVlAInk4aVBEqEa0SD9yExW+t3JB1K1qrKFLUzWMIKitoygdQ1dTGUsi5GJst6UjFkGHQFrPwc270F4OrAzCxsXjmzlyTmYMSUMQX/7A0YSEoEli51uzQBoPLpcWixZhVgnPhwyUVIJvhLEGj0WkMfFnzgIwczP8uEAWFpmkcDDGjacwmeKLACr0dU3UbiE6wbdDlBVuPILCovoZdDJEHlG4Gi9cM09FAVApJdZZpAzJHYvkWJCINIC1ASk93mmMNNTOIuIEvZqjb1xCW4msPW53grtzQPTMGcySYlqPKUyBXbjFWigdqnLocYXbPgKt8HECoxK1OyFeT3CTKZCztXONw3LG2ece54mLTyOE4PL7l7hy6T3u7G5zvDL/QVWGD43a4Gcl9mhEfTAEJWkvd8P1TePAdPqPEJ/qW/eKPTb8sUcuUB8pNevB1x7h5+XNhu6CCjazC18UQSfuUJclla3I1CcDi0DjxOdDmTxXGSCJVIKfDKnffp/uf/pXKKrRh+8IpURF4fPe2g9Rngs7fE8opScNaK4SJU5qkvjeNbA+DJT7BY68D2jkw2qfUR0MRTKdosWDiVHf9wLlLm6AZcphqJAiR4uI0hWkCGYugDC1UKQyZd5DnS8W94eSCutrpnbKYXHEenYMgWBmphhXczw/0RzrvXNU/t6xK6EagJRHPXeR+o1LyPwEPo+DKM6HjQchmI330Uqil9YCvVE0TndiTrMq2C8OOJZtBnlhYUlVylq6gUBS+RIIANxIxYtjvHeuktpXjOshiUwbdUXJSrIeZKxDfwCP56gcsJKs8TCifLfYYVSPUEi6OlRcNvNTgfbnayKRLFoX2mmIY2glYDxSKYQ3H7jmlS+C/gA+mGkRPzJhmH/OWY9raHa1q6kpcKLGGcf+9QM2T62Q9VugBVM7487kJputkwsmgRKaXGkKPwm4Fx/ae6UtuTR8D4B2p01bK7oHh8SrHpX18NZi7mxRv38L+9gm45MxR8Uu9aAkUSknW6fJZEoik0bNNFjtTusJqc7oRDIoAuKIhAxmYDLC7Q7xl26SPX2Rt967wu7WPqODEVtXtyiLiosvXcA5x2QwYTKa8tk/G+TNd7d2qW1Fd7VL3I3RMqYYFbTynDzOuPSzy1x84TF0rJlNC7yUrJxYBuD2pS1e/IUXWTuxgsMzNXYxVsppSV3UPP3FCwghONg6JO+kdJdzrLUPAJ3vvy8BzCsaGuyjW7GPmv9CSApXULqa2luKBjdhcfSjLonsczSJMWZCFt8BLEbKUDVTPYxbJVEVqq4QZYHpdmE0w1SWKIubltuDNt2ySeKCq6R+IM8xODSBaeR8AASWVKSk4XnEY5Hoxo+ylgSGh3cYN0OqFrlSTRI0QTdgzqHZw0iHziNSrYhOtJF6KXjVAJGKiUvB+NsvQ22RUYTIYkwiUXGKvXYbtdonevIsJjY4EbxmYpnQiTqkOmdQHlG5MrRUhcZjkEpDQ+cGHxhKVIERIRUSvVDy1KOK2etXQvLy2DE43mc22mJaTxBeEouMsRsRSUXr2hB9d4SflfjNNdwL58k31zBvX4M3brP+i1/EXL2Mv3KFwXAbf/I4Tz7xzOI6n3/8ApWtuLy9xewTgh4/aSzG2s4h5mCAsJ5Wr41cbsNSF+THdwD+Q+JTJQ2lK9grduknSw+CHYHCBuCOEDAoD1hvUMai4WSKSOAnY1DuURAHIPTY5lK3x1vH0PLT87PnD5BSEfbydbizQ3z+BLWv7iOGPRixSJFeYuo6mN+IeT3kg0dofEXpS2auCBOkiFFaoaMsKGLaikFxADKAMO95wwN4tFDkus2knmK9YVyPg/GSqzHe0o5aDOrgUJhHLdb0BuDZne7jxAAazYXCFuQ6ozAFpS0RQvJk70nmk5rxNYUL96TwBd04xTrHqJwwqAc4DO24TUt3WJJLQeDJ1+iPqVggBGptCTkokAaMt0zKI3rpygfe6r3loDokGx+hO6uIzgrRh4DNVtLlQBPFkciE9fSecuLMTKldTaYtbd3BP0Iboa06tLMHJZFrX5OpjLV0talWCE5kJx7Z7oplQluHpG633qVLFzRkKl9UIyIRLeSUP0mEdlvQlXiU2NO9cOzdOWA8mCFixdiOmNQj+r0VNpY2GjS+a3IftbhGZzvnGVaD4Jkho6b3rUhFi91ym1RlKKkZ2SGlDdddlYo0W0KePoW5+hocP419dws7KqCfI88vs7X/BpWt8XhmjfHVxe4TDQ8+orAFxhu0UNyZ3GYp7dOP+w3ANgGnkSJotLi4hVhf42d/79t88c9+nlMXT6GU5PaN27zyO69RlzXWBJ+YzbVwz+txCd6R5DGxzLj+5jWqskIlETLRVHVF3AtKn5devcTdq3dZ2QhJgykNcaqIs4hyVnH9jeucfeYUpi4wdUneyVBxKI8P94YsrfdYP72+kE1/OAo/oSwLsqhNrOb38NFYgTlWCBo2WPN38KUKEEPbAAE7UWAWGFuDiInyXWZ1FVqDIgo22kCiJe3hiHhyiDM1x88/y8HePrdu3aI7arF5+tiHHMv9xzTfrLkFwDG0g0N7o/Y1NRbbMGLm2J+pnaJlRCTns1hCtHC69NSm4nZ9m0SkjM04VIW1YqZn7E3uYpxDSx1Aj8Kx3Nqk/6tfAqmpvGFix5hqRj9bIa0k7vo21ctv0fvlzzMu90mitGHOCayvmLpRgGuKBkqpUnam28hMYVWoDA7rEdbXbLQ3mypMhZcKjp9l8q+/i/rq84gza1TKQj0DJbGVg2bz1VW9oP76bIT4jMI5x8HsEFffYuPsacTdPczrVxn/z98meek8nO8jrhx9xPX/jxDW4S/fYTwcE2lJ1G8jNlYbB9f/+PGpkgbnLVrpR5bwpGwkOoSklywvXg9gQtCZxgyO8P12oBA9InzDY850Siryxe77Hqjn/rjH9/XeUYkZTlhS34gHRRHV4RhKS/r1FynNh1NKAngwuMg5W8F4hmxneCkeqEyEXm44noiIu5MtenE36CFUBUVZEeEZmCFCCDIXKgNz8KH1oeRW2YJO1KEX9Tiqj3BYYhUhvGJqJkihMK6msAHRaowjkzkzDJUvkUIxqkbB/ROCLoG+x4jYKe4yNqMGK6AY1SOGUVBkq21NP+6Fsn05hlihoxgl5MJIKlzdR6sa3h/OGSpbMXUFiZuG/UnTNrDecljtkd65hV/aYJhKmN2lHy0/+B3eMqsL2lG4b6H3f++a165qaKb31EfnOgtzD/v8Ps2KeXjvG+CeD5WcBX1Sca9ScS856sdLuKadYb0jUclicrq/R63n7QVjEeXH9ylVY4f8UYnYzffuAtDq5WRLCUU9oxP1EQgmZhwqSypDCUFMGo4RQyozluJ+4PYT0ty5RHmERhEqAH3dZ0vcxnjLUrLMcrpKQoxvbVD94DL6zHGS82fxecLMGk61T7M1uUPlKoQI7Iqb05ssJStsZMfpJ0sclYcclgcE7ZJGs0V5tBWoSCN2biGLGo4t8+p3X2P9zCr91R5pmuCdY2l1melgytHBIU5YusvdcDecp7+ywo2373Dr8i2S7Kcc7hyRtTOSLEHHMZ1uj7e++za3V+9wcPcAqSWrJ0PSev65C1x54zo33r2FjjWHWwNe+PkX2Lu9izGWlc3wvvHRKACYoxgdxZTljKmryBrjsnkkIqMUYe4I2iOGwk0w1tHSLaSQ/3/2/jNYtyy978N+K+30ppNv7BymMaknASAIAhBBkYAsS2KmREssqiiRZdHyBznRdhVdpGh/kFRSuVxyuVwlu8olF0iKFEnRJExBpEEizYAIgxnMTHdPp3v75nvSm3ZayR/Wft9zbnfPYBozVORCAZg594R37732Ws96nv/z+9OFjsbVQBwA4UkYAAEAAElEQVQE4gVKSM77U3zwVKYikwV7Rcks28MFR6YyWm/oUJSFQIsJENkp9hhnUwyK6APq3psJdJYXdJMp5y5S6wrEmtWi5fZ795kclYyzydYpdTMu3udNWWXQ75BEw46YMpne0+G3uqE0Al5KXOySIVmUqRU61CmoGHgWhowgHVGklvnoW9w6USETeTbhn0fZiEVzQtAjdKsQTUBaB4dZYvzkmlhmSC2ID0+QO8lhc2Opfd4n75/KJPG6IGl6cp3xuHlICAGjDLNyByXzBHFTCdAlPKhrTxN5A5EpfCboXIfvPbVtMMoM903SuRrhAmufaDMCQa5LHJGz5pjJp25S7E/p/tGvEh4v0aMVU6c5Pu34jV/7Mp/+7KtDeeIt7ty5Rzme/pZrxHc8rCOsavzjM9plQ1EWqKu7yEmFMJvD7j/58ZGCBikSDvRDg4ZhcZXIBFHafD1GcIHQBeRkjP8QT/jN2GQC0t94/0K7ESpthEYbSM3wUsSNDkGgTIb7xtvQO8TBHr4wF3S1b/W3YyBoQf6JF7G/+TbyaBd5tIOcjehdN7xMcViIMyRha40tBuc0LyLBO0pT0riGxtdIKykGmqSLFhtcck4UGUoptNcokTMy46GGaFK/fOigd4S3HyAOZjgZsMENHQaOQuUDoMiTy2K76dZuzcquqF09dAdklKpM7m/RbdPVG7vdDa1uq+0f7nmyve6Hss/lVGyidkabrL7TMxcs+jlKmKHEkU4vLlhk19GJQI9FOIdT7olNVKIoVEWqD6snNug+dHS+o9Kp9daLSyc5UptmH7ongobL4rPOWgQKqSRaXRaofVDdrqUmRoXGEIlPdktcJhtu6sZNT1jUKbiMF5TTzff76LG+SyJFtUmffviw1jGaVFTjirwwRBfJVYFSGhkUwsvhxLaRsKWhpCbIgBHZUN9On1MLw0TubpQuxBC4PrpJILCT75G14B88gEfH6GduII5mxHEJWqF9ZGwmVKbC9+msNtJjXLTM+3NKXW47dIw0icjn07zOQkx/TwA2JML2KKOaFrz4mReZ7FRAEr5Wo4qXvvAS450xeZEznozTNXhLOS65+eJ18tIwHueMd25y5eYVdq/sUk1KnvvEMzy6dZdyOmVxskQayewoBcIvfOZ5Th+dYNseoyUHNw4Yzya0dcs1KZINMiC14KVXn+Xw5uF2Y5UoQhSbhpCNsolCFQnuxeYQNIjzosPFuKV9TrMJ5tLGq4RKaXlZbINpJPTes+qh8wKPxGjBTr5PGSpKG8gXS7AWQsCVOX2WIXSO0jm58LSdRYSIzjWm0rShQTk1CIGTQN3GZLKmpSaTBo3egu762Cd8MgGjMowwgxYoZR68T0GpCz0u9Fs9VCYzpNRDtn8IUwXb9y3i8SEOdvJpvc6UQUlJ7/vUmi5LjMlQix559xR15RlEJNle74zQT1/FvXUf/YXnsNHRhRbru+TREpOey4bBOE2mLN5Ij2l9ixSCQhYJtywy4r1TwnxNCJJ+WaMKjTBpHd+wOfTGz2LQ3kVShrKQ1YCvtlh6xEAlFqMCOQvEIOjfe0icOG4YjcTx7jvfZFWfA7BYNTRCU15/AYDZYJ3tfEjApvebn/1Wwzrs6QJ3tiLULaYq0Ic7iMkIkf92Wmx/++MjCiFHQ3uk+gCgYyPoez9CVwQPzuI7jxhPiANJcPMzl8eGMlmq6snfMbQQDrKyLVlSDajdzYlabDwJzta4N95BXTlC3riC+zZZhs2IMRKlIPvYs9Sv3SZYh5QCUWZEmf5gH7otQyAQKVWR3ANlaoWSusfFQKUTu6H3SWQYhKVjcypN12Jjj/X9gCnOhhYjydhMcNGSxYzYNYR3H6Cv7eFVIgv64AkxUOhiK5pTUg9BhOW8P6d17UCD1CCgUiP60BJDGJKUbBcTIz8ciOQGAeGe2YNLkCgpEu5UiEDsLLIPZCpn3p8BKU0eiYRgqYLC5zlN7PAhbuveEbmt/iipqERFFzpS8CK3i9cgkUzzRTzZrriZZRty4+ZrMQaCD/SdpW5bQhBkWlMUGaraaD7ktlPh8hx7/9y9mBsJZStkSlciSMZVdYsqM4JPPc8b4eOGZ+CDGwSB76MOXppzAFJJynFJWRWoEBHBoNY9KlhkiCnciBY5HSGURImICCCsx5/PQVdD8DYEN1KTwnZH1JKYG66ofULdIbtAXLX4swWcn5H98OeSrXkIyHChXZmY6eAa2lGqktqvWdo5fejIVLaljdrg6EJP5ztyWZJLlR6tl2A9IgSuPL1PPi6RIhC8wweQWvPyF16kqkoIgnAlDG20FpXlXH/hGvvXdwm2p9zbwbeBvCyQUrBzZUZRCnyU3L91HyEF1W5F69dceeaAycEI1/YoIuODPZQUTA8mTPYq1LD4Z0XGC5+8SVZWCWEdwzb1HkkxoBQilUl0AmBFEs48IyPTJW2o030YRIilKsmHzp4QA6WqMDJLOp2YDCKNEISoqK3DhYiUSRY+9lAFg2jXxHaNtQ0Qaa9cI5gUiGTRMCLQ2I7aB4TWFCNDGy0upENRkAmf7LEs/QIdNaM4IpMZDkcfetZhnYiRMZLFjF2znxxnh/e+D13K9Q3BsosWH3wSIZPR+w4busS2GRwl1XaNGHxJhBrathM1uHEXHACdZ2hjCW2PXFnENDlkinGB1Ie4L3+T/PtfStLhIXDYhPmXs41G5MCaWb5DEToipNKCMugmEM4axMkKosQfnyDyDJRMCO/BaVxLQwguuS7HiBIpKDcyQ4TUVdL6hlKW5LpANo5Y94jpBHv/MXp2xOFRTqTn9p1jvvrV1yA3lDt7FIc3KA5ukivJfpUDkd4Faus57+wHTFM/dKR0DW5R058s8OsWVWTkBzPE3vRbZu3/SY6PFDRcrW5eEpANG/jwom1MUN4vCIohIJxLZkSrDqt6Nnz7TD1Zg5FCkomMTH7r2kwfLn4+1VCTBlggU+1NatZ//xdQRURd20Vc2cV3acJ+J10fPgZGP/ZZ+q+9SXz0mCAt+tmbECIn3TFLu6QPScw30mP2il2EkKjQU0qHVxlzu6LQGUpKWttRx5aAYzdLZk0ru+S8PyMXhspMkljQJ9GP2ZQzBhyts3fJRyWZ1rTBpjIKAh8DB8UhPvh0co+w6M857Y4JMW3kIz2iCx21XyeLZZlO0ofl0ZCCjYmB8IFTNfS+51HziD2zlwSAA7NCCom1HWp3ij1fEgtFfmNK7E9TtB+SSUwRBZPzFedXr7K0c6QLGGNQSOxw/1KmY/NcU1iVyyJlKyIU5Mk1VCQVuLpUu02OjSNKVaTsi0jOEcFGmnXHo3snCClo2hUiCMbjCc+8cvPyzByCkaQSf38Acfl+2NBT2zXaZDQ2iQBzCyWBzLZbIbeNFh8dpazQQpGZ7AOCy/ePTQCd5zm51ITliqxpcPfO6B6fE73fph7ND34KOSkx2hC9xT98DL/4DdrcJGe8zcg0se1QuUJf2U/isrMF7rX38I1FHe6QfewpOLA4n8pgmxP1ZuznhxiRsbBz+tAnS3gkrWvpfc9Ijzj359uMT+MaSj0iJ0chCHVHXDQIXTG6sk8fLd4mImUgsrArJmWZAnMlUUbg+oYYwNsOqTXldEQgmXBlJs3T1XzN7Tdus3/jgDtvvYvteyYHU3QFp/0jDsUViiJDlAWSRFBEOTID29p/7NF6zCiTeHqsFRDctpaf0MXgoyIl+YcDEmLokEjZtEKmDFlyXoRcFNvnLYV8gtxau0jrYT+PnDvQRmJIXRvCO/zdb6RwdXaA3d1lZXYHAqZLwbmQOKWZqAmyUjSPIv26I1tFqknJKJvQ2jWL/gyHY6Qnqe3QO9Z+TSctWmocLqGth6DZWouTjk5BJjJiiPQDsGKaz4gUNK6m9R35sF5b39MHSxtqcpUzU9MhQ+EH47HkCGxUhgsO6/uhC8rjfZ+ynNMK+dwVwtfegR/6eBIqCwgyEAlILyhUBjIQFMihQ6XKxoxkNeiLXDoYScEs28OoZAQnvKR77xby8ArquecwwSOdZ/2Pvox3kRCGlk58Wj996uSLCnAdKEPrGjY4fBsslaiozATx9j3cwzOyTz5PrDuKf+5HCKVifL7iE6NTvn53gbxxiCgz0AolBVcnOZNM07c1pdHsVCO6kwXr30ogObTic7akee8RwQfMqKC6tg+7k//ayhHvHx8paLicYk094Z582HD6mAiMSkh8jDS+BqA0Y4qDGcUn96j/zs+R/eTnoSoHc5uPNoxQCJN+f+oF39AOZULRrjvar/wmamTIf+wL+Fxjuxr3ITbNHz4i3nYJDTwyiF4TRYXzEBlKC8ElIp5K3QiZLDEqQ+oGwZLcpg193s+xvscIg4tha3ilieRo9rJ93l3f5rA4YppPtgt2jB4/tEWp2Yji9/0g7d/4OfSPvUJR5HjR0YWWXZPaB21INq8rt0QLxX6xj+TJtr50it9sUIKxmnC3fo+FXaCEpNQlZTZiX+1txVtGGl6YpGi/Dx2ZMEiSu2dmIf+xLxB++av424+xuYYc1jb5GEzyHUZmj6q/Sz69zvq8pbZroo2MszEey1hM6ELy7ShUydolkVPd9NiFZ32coEkq1+zsVFSjElXkFNVFzbVxLSuXvm8/36drA/WyoVu2lEXB9eePWPbnnD9YES8Ae2n+blxBIxgh36eQv7h3bWiSfiAr0sJl4LQ9QeUF5c4E1/gETAkhmQFtkeeSXHxQa/HkEHgU+WlL/41fZa0iYj+1AudXDjGfegE5KpERaFran/s1XD/4HSgJo5zp7/8R+iyZnm3w3VInY6hweo67+4jVz/4ajAuKH3kVUaQcROw7eOiRi4ayNET9weBmYqbkKude/R7zfs5T5Q0QAotDCclRecR5f0bnWqRQbNQqSmXYkxXRRbKbV+m61faepJNbzbw7Z1Re//DOmwAxXJQTvXVEqVHG4L2lW7d85R98hdFsyqd/16fZv76HNALT90jpCaEn4ACPIMMH0HoTHG5atSxh/pBQjYjlPogOEfVFJ9+l4T7kRNjSJ85LuuOM1eSD33RpWBtYdgEb05K758/IFyfI9QqkQnzsswCEEJHBU0ZHTc1+sYsnPXMJLPwKN5nBuAPRDtmB9KGb2BKlIJdlokx6yHRGNmQ/Ot/Q0SGUwqiB0CoUjlSGWPsahaTUBUhJ49d4fOqyQHPWPQaZypNSJaoigPUddZ8CTyUUucwJuKQpugSPkmhG2SyVGlc18eE56uiQ9BqmdY9MUP3E76T9u7+MzBTZU0fkz13BTZIw3LmWEFIGorENRkjGekyeVTx48Iif+ZmfwZ8l2m++N+Hw6AovPfUCL37645gXr2ALTd83rN0CpTNm+Qxr1wkchUHrnWESM2C1JZkp2CmOEN+8S1g3+BCwr71D8Yd+lMZ0rOo5x4/OuPONU1ZRM3nh+haiJIGJjHzty7/OT/+Nv87LH/8E//wf++Pfdq5sR2eJD89YPDghF2BuHCL3dy6J9f+bGR8paNikcD9sXDgUCsCztAv2s320kCllVo2BhqglXeyIPqGXP9qQ6FggosfjsbLFxAolNcpH4nyFf+cWkz/2z9PjCJcWHhvt0Mnw/l7r9HsvX5cgII72iQ9OiY8eoZ7f48HiMYLUESGFpFA5pRpT+yWVGJMpiSsN9EvKLCPoKR09Llpi6DhpT1j7pDDWGHaLPQ7KA1ywzPs5jWzIRE4QjrGeDmyHiBfJRyMSWbk1tV2xW+yma/I9fUxlj0IYdvI92lATfZrsUmlykiioc10SCw2CwKvlNXwMrO2SRb9IaWZZc1hcSWYxIi0ALiZHTR8tHpdMj2LEhZ5YZhgfMWvHvDDs5jO0NEyyKTuUiMV5smIeSlcxBs66UybZmIVfIjeUvBiQaHKVc76Y45vIzReuYwqJ7QPNsuXsdI11c4J1qExTjAtcsDSrmtjDUjToXKOkxGQZe9emIGCcT2m1oyGxM2y02wDSB0fvWkw+Y9GfUaiKQpVP9NsHHFIIcjmUzALs5ntkpgADPgQMcNI+BqDS1RNmYt92xEB3tqI9Pmb38y9TXt9LroEI2rjmcX+bIlYc5EcIDeqHX01AtY2Mh0ifbZwVL1oLcUMprMrg+etkz1xjGRqCaDBuSKdLgXrpVXj3dfzVq3hTIcKTbYdpDmh28n2O21OO7SkH+QEzvcPCzrlW3SCXBWf96cAcEKA0/nyJ8B6Racgg8bQkS7tgYRdDgKtZ+QW5rAbuxrfvlArBgRdUk5KP/+An8J9PqW85cFdc0+FUjgGEHrgiISnvg/LEIBFCJbFzEARfQ2+RBQQp6X0g2FOkqBBkBBLtEVJeQaCTaJA48EsuVotIZB17cvKEXo4Cg2YTh8Xo0RqymCBkO6u7FCEQx7u4oxtoZehcWivkIEjORIbWiQi5ETjGGIje0raO2S64lWP1qGM82xmC3iR9lCIJHTOdMVaTxDRBMjIVp/aEGCKFLslU0sK0vkZjkgiRkNp9+w4kZCJPhzUlMGo6vA8aGVc4YZFolv0yZTelSd+LJpDm6aaknEIUCFgiBqUFlCZtfioFdASf1ruRxrz6LDovcKcL7Be/Di6w8g41KlNGgkhVGfa//5MoqRF1z8Nvvst/8bf/Lj/w/Z/jYP+ARd3y9V/4Jf6fb/6/+SN/9A/y45/+AcpyRJVHTJYhhKFQJZku8dHjfSA6h9CGTA7ZOzkg+F9/j7BoMTeuUnx8hH3wGF2OOT5+zMM11GHGwed3eGo0IZ9O8c7S+4DdIj7ittyzebeuTwqmRcpIxxBwtmPlBY/WHUXXMZOO6dNj7MeukuVFsl4X0Nuee2tL7QKZFEwzxX6p0Vk6eK66nlXnWPeO1n9v2z3hIwYNtV+hnSJX+TZA8MFuVeaQUlCdq5mYaTKNCppcSKIeEeMDRJT4YPHB8Vs5KFweTwjxxOCkGVX621Ljb90h3HtM/tnvw2eK0Nvhu9PmlxCpgQvEa0rPtbEhk4nh7gf1vLWWYmIQJwpOWlSAfDBi6UKHi5bK5FgbWdgFUmhyOUIVE2LjyIoKIQylTJ0AczdPZQ1vh/RdO5ANE6BpI2isY53wx64jV0kcuVPuJ0GVzqh0ifddSu/LjBTHJpRviMnMBxImVQ76jlwWSCHIRAExbg1+tDDs5weM9RgffRJ6iTBoU9LU3ty71DKVAq6tUDIEzME+Mcxx98/Yu/k0tl0h2hWmnhPCEqY7NLZjrCe4U8f6vIajmmACKleooNE+o4+B49vnTHYmdCuL0hI9UnSyJVMFI1VSuhwfAsE5eu9xvUOEyHRUEXcljatROZS6oDIVegCbSKEwWUYrLI/vnWJGhulE0feO9aqhXqxpi8CiWXB4lCMnT564M1EMNdpUwtBSJ16GyhAyBaUSQRc6WteytEuM0Ghp2Ml2L2lG4nbeCaES24GIfvs+ejIijjJirgaWCSif4XqP84OLpACKzQnj0vz1zdbueDN/N94DUsgE3zICGTqWdskEiRpgY0EpxGgPuV4hQiBWsw+8d5s0e6UrXEz6hSzkQ2v0isLkjON4mH8OWQj6L38DpT3yaHco+6TP2/rEePDBE0RACTOIcqHUH74aXBa2Bu+GLieBNxYlMohJ40NkoJ2q7bMKIpFL1HAiDiGlvmNIwQPjHYTUiKZDygypBqHrgJAPoR8IooZsKP/Y6GjcAoMm0zIt+IAKmrlt6b0gRoESnnwAn1VKoqSgkg5dn1KsF6jDm7gix8uUJtcxkRGIXICUkNjg6INN1Uoh0MoQA2SlQHUKX4MLDVpWBJFO6yKIbSbXCYuSaug48mhh8NJtDy996BEhprJASKn4NnSJzjp0SWxE0n3syGUqwaQD5GZFjoTg6WMEGSkGXdOmm4cYUxlqW0KLIBRog/M9OkSQ4kIALi3FwYheRWJWIkZHQ1ARiJlGSIn2AVYd7lfewGcGfW0fJwVN0/Dx7/sEz774ND4E3rt1FyM1v/iLX+T3fPaHMDqjD552vebWu6m8de3wiL2DfUazMVEFzk7nrLsV0Qa6uuHeo/s8f3iTnaN9FtZxcus9Ht57G3n2kMnBFarxhLFJlu6P79/n/O03qaqK2d4+OweHlOLJbJqWgiuTklwrzh89YH52Rt91TGczrjzzbDoYiQzR9Dx6+IBrH/8kd27dYb1ekWeGo8OrXJtNmbc9pdEo1zN//Ij58UOkUewcPcVsNGWcaR4sG7qPKrr8LcZHChr6YHHRkcUMIQbPAwJ6EOP5mMR/MUZGZsyiXwzIZI2oJgmLHIba9HeAoAaeJPFthZZJzCaiRgVBfHRMOD4HAfqlZ7abJwxpsQFyc2Gpu/m9Fx0bm3bP1rd0vkXmE8y4QJUV8e4poysTFIos5ngcudKc9uf0vqdzHdaUmGyMO3uIZopUBmT67UFGTptTICmLfXDM+0hlRlifXmojDF1IUCsXU0tWFIFZ3E0CNe8p8gxnKlxIP1PJChOyBJKKgfP+HCM1pRkhZRJubVoEk/p3qN3FmMoMgwYkklwfNy57cRMyiAvV//vV/yEEzM6EuOqIdx8yMhP6+RIRDTEONLbdfZbdgkxoMl+wWrU0qieWApUlxLDyjlyBryOd7BFKoUtNL5I3gtKSfFRCTHoWokD0ArUCYkQVgliCDCVGZxSypLxUm7e+R+aCbGRwztEsOvCBtra0TTJ0CS5glx479vgyIPTFC24u6Ws29yO1UWoEF8ZNMYaUfQGc0ERfY2RGofLtPVdSo4REhghtR5yvMXWD2p3hY8B1HcqYlA4WySb78t+Pw2nlsvW5C30in5LaVzvf0ZB+vkwJBWIMKVUcL64rEgneoqZ7qOVDYtsQVYYoJk9s1Bvh326+x9Iukr7D1xSq4Lw/o9JlEn3GwNqumcY9wt2H8PJV3G6BsytykYBcNljsUJIywpCJgo731Y3e995fBFwQQwr8AyG1AoqLtmshNg3aT/wEkFDjW2FtCMQ42EVPZtA2yLrBTGcIqYfvEYgABoX1LVFIkkV3omuCY0CdDfc3ohD0LhKjIAaBJaIN9M6RS4VqG4pmTU6PLioYTUAKhB/0IkNmLwq2nzUQcCHZQifRXsK75wYiCqEMWgtsCAgrEUqDsImPgNxqNDb5XxcthCT+23ZKhCRyTJrP9IwikUJVaJl8aDZ6pi40QxC9+Z1DR5tQSJE+sRvagX1MMDY5RB1KZhSmQJ02yGme3rvOInbHqVtlswaLgArQ55I6NKiJJJ/NEEqnbiwEUkp0gGxe0v3C11B7U7i6D1miwd68cZ3nnn8GbQzjasTxw2N+/ud+HhEc0kUWi3Nef+tN7rx9n87X3NLv8PyLL/DxT34f4/GEd77xNovFnG7d0q4bztanXP+J5znF8/obb/Hu7Vu0YQXFQ155teL53X2kgLfeuc1rv/mbWJeyk/uHR7zw8sd48emnL9YQBJlS7BWCb3z9a9x59xar1QLvHMZk9F3HlaNrZGXO48UpX/rlX+ZlF3h4/zH1eglE7o5v8QM//mPsFxlGCo5P5rz2m79JtzzDi0j53gOefu5FnnnpRRadpmu/c7bMdzI+UtCghSIT2Xay9KFLkwNHIUpa19CFlp18H4kiU1lKSkmJ2tuDPm3mhSoIlxgAH2aVuhlh0E7AJbpiFBAFUgnESU33y19F3zjCvPoKPtOELcb5YvMzwmBDwiJvmOyeQClHCMTQrgbWWyASgkMd7WCyCd0Xv8roX/id+AGOkk4hSYmsUHS+ZSlr8vIA3ClCXN2+lAKY6hljM6L1LcGHISXY0Q7AnZ18h2k2o3Mdd9d30FIRhvvb2DUgcIszpBlTZhOIllwUVGpEiCH9fbvg7vouk2yC0QUSlYK4AcXaDC5ym9T5sl+wsYjVKiOTFS4KHMnESqKTx8LmnPG+Z+OjT+6BpRkWP4c4f0h27QVsWVK7hjb0LLpjKlmhK0U5G7G4O6e6runOe2KIGB3JJiVXnr+CXTXoSY4cSRb9nBAdvWox0WCD46Q9BiIjWTE9mGGjY2HPCS5yUByhxYUBz2bTWdslFDAdVeQi441v3mJ5ck7sJEVVcPTyhGm+h7WOrnMslzXT6Sg9f6WHYOtiXPYW2J6ASRmIUpcYmTEyYx7VD1m7Jb1vU4AhBIUpqSigbvH3z3Bvvkf+8hUkOdY6+qanNBtvCsFhccj7W0Pj0OLnYgrgtUynYykkAY/3lhMLhU6sAC3Ss8tFyU52ySdkCMJMUaDYQazPEWcPkNeneCnB++31CSG4Xt3gUas4785YuxXTbMq6WbPoF1sxZ6tarnRXIDN00xl1IVnXd7hRPbV9Hj6mtr9ds5s6eNT0iWvbfLjE64hPeImkf0n/lon8A/cmPXq/9XdQDOyVMJQyBiJtDBEpIpQVsa2hrTEHB8N774kClBJo8iQcHToABBEtAmMzHkSPlwJp4RiJgqoIhCDovWScBU67FdJXyLPH6MUp+XPPw+wQZ5vUNikMUULj2+TYiELGlL3wIuCCJeIQSSWIDT3T3PBorvHOkOcCFyvq1nBlMsPJloaOQubM9Bg3dDhAylTYYJnqRJx13mJ9hyPpeRwOISUTNRoIs9AxBI4yo3ctTrjE6hlWiTbUyZNI5SmLQxgIrpFcVuSkd7IwJRM9w77+G6hXRsQQ8I/PqT75MnYoHYrBQK4MGXM/Z92v0DIRcXGwtPMhEBFkpmD/8AryYIfixacQBzO4n4LD+eqM09NjiqLi7Pycx8fHvPT0swjbE+uae2+9y8//g59nvziimkb+9s/8fZ5//nlypfn0p17li/+/X+DNR7epbU85GvPJT3wfxd4uX/yFn+Vn/9E/5NHJKZ/5/h/An9cszua4az2njx/x03/trzBfLPnUF36AN197ja/9xm/w3q13+cS/9W9tp4mWgkIKmqbnp/6T/wSTZVy5epWyKvm13/wlvvKPf4k//Wf+5xw89RR31iv+87/5N3n2K7/J933602R5zv07d/jqr/861557ik+98nHWveXue3f48j/+FV742MusFkv+3t/5y7z6+c/zx5/5N5nkmvPWfqAg/92Mj9ZyqSZbEqRAkMmc8+6YHj1QDLNkSTr026fuhtT0LIdaqUZQh6TavkhJfhC2sxkbYBQ8WaIQUiKEYf23/z+MfvJH4GgXJyEMxMG1XyNEOmlvrKS1UNubJ4Qa5IISSK2IuTTkxSFsshJS48aWuFsR3ryHfOaImCVuO8Dczslklqh50bOb76JUeen8ubm89FcLlZNa2J+M/NZ2hQ+OXGVM8yk7+TT1hgtN7zvGf+h34v7LX6V6QSNfvo6wF9jYEANCCnJjuDa6io+Bh/V9lNDs5nv0zEHBul8xUmPKMgUN+8UeZ905tW+RoWekxgnpPQwfPWu/QglBMQRWl8em7zxYSzw9Qb35FcpyDEqzsCse1vdwIRHwGtkivUZqw/61PdTTjoycTBdkKpmKzfIpHE5TOyRgQ1KeZzLDxo4uNPhoaX2HyhQmNCipmZgZI5XEg42vkUJRDOn3tV9xv73P1OwwMlOk0LzysRdS/fdSSU0IwVMvXOPs0YLV4xXHd044q085enqP6c4ErRXBO7TJLwRvG2XzMPbz1MmypT9WYERGiB4hJONsisoy3Ddew779CDEaM/qXfgwfA+ruA3rvUTG+r2T3wWxcHxtqV9OHnkqPySm2z0ZKSZGVXM00vk2nZS8Hc0KehHWFGJh35zTNisLMKKuCUkL5+q+hvu+zyVH1ffKfxrUpw6UqxnrCYXHE3fUdEKm8sGtm6HaNs55cZTRScNyeIlAs7GIodwnyrGKcVx+YU5C0R33othlAL2W6RrHJI1wcHj4QyA6vldTZpWBvCOzCxnslIk0APIjRkFmwEAyBZvjeJJR1omeUlaAMRA8hUvgR7x9CiGRuVCVRpDSKMnjC+T2O1j3R3yPuHMJznwehkwV33CT9U9dCpjMsFkgo5za0VLLAKE2IyZBPDcv12bsnzB+3dB70xLAbIkeTHDP0JGosq3iGcyEFV8IhBVQiZ8HZ9p54PHVs0SqZ6oWYMqFDfhQYzKCG9tMqm1D7Fc47Gt/QBkupRtR+RaEqjNCDdkHT01GaCbnMt4yL8M27xCJD5hmx6cF6wkbzEgM6ylSiAaJ3HOS72ODpvUUrRSnHrNwSpSSKwKpboW8/gJevEVXKQLVtx7/77/575HlOXTfkec7LL73Ef/jn/zwGgTDw2U9/glc/8UnWucaendNoyaPTE77y5ut85gd+AK7tcfdrv8KP/d7fyx/4o/8Ks9GITEn+yl/7z/jU5z7Pv/Kn/6dcfyplD0ZGc3x2yle+8Q1+4ytf5T/+f/2nZEXFYn7GP/j//l1++j//G/wbf/rPbOeKkgJne/7xr/8qjx894H/x5/8CLzz7PKJtqBc/wZ/8N/5NXr/1NrOjPfJco7XhJ/7Hf4gf+t2/i6IseeuN1zHG8JVf+1VeeeElqlHJ9//wD/H9P/xD279xenJC8IGH9x4wuXbjA/P1ux2/fSFkTAv6NN9DIWhsjZRqSGl1dDH1d6cTEESR0pCeSO1rrOsuBQ1phYox8H4r6g/LPihlUE1P/8tfJv/ci4RZRRDxiY6MShbbdrqL8aTv28W/vd8PTm7rdarMyH/4M9Q//SWqvQlhd4QX4ELqiOhDn4ynUFjbIH2Dkqm543L3aSZzGr9GS81+vs9JdwLALJsxySbkqqB1Nc7VPKwfUeqSqZkyysagFYjkUBkCPOoeUuiciRmjTKAAckqm2YTW9ds0rELgYuCkPmZHz9BSMncngKCUI2bZDtqv6Hz7gfsskcNp7oKPEGLY+i/0oadQESU8qsjpd1/gvFhhaOh8h5YSN5Si3J2IqzsQlr3xjJWtCXiUS9mPQMQRWbtVqsMLOaSB4Vp5I2V4ZM5RdYVclNS+RsmUPdJD+n7RnTJ3CwpdJSM0oclEzizbSVwBHGLYbDZQ3I1HR4yes+6cYrdguneYmBLH8OCNB5yX5xTliFE14uYL70NlR4guoJRGhwyFT1kXrdhTV1JQIQSxXuNf+ybdWyfI3THm1VeQB1P6Pm1SZVWyPJnjRA+XZAUXoC0/eGjAw+YBmczZzXepVArmXHQpuEZRyAobLS0Q6GhCR9ullt/9/DC1qJGkEZlRtJ3gvH3MAsHYVFx79mOoN7+Guvk8ISu5TES9Ul5NTJRB2LpfHFCZIgU+QlNSEH79daL1SEmCl0nN4+YxYQjMM5VRqBFT9SQZ9PK4zGl54v9+h4rx4HzyktEpyxCkI7jEzxBSEgbQi6YHl8yUvL8wFYoxzf+CAqEcjqSNEWrQgXj/gS6LCxt4gXAdolmjags3X0QM2SFvO4xIR4pkECWfEICG4JJz6dA+LoSiVKMhQxqILnD3GyeQR6qZ4GBaMN4vWIYTTtpjZtkOucoYyYyKHU7aE1qtGamKTJQ4AlKZ5Ao7lCorXWF9y+P2AYacUleM9RiQWGwqjSAwKvWK1EOHlA0p8N7J9hjFCQJBIS/a5euYOqaEjpRyhIqK9hu3ML/vVRiNCHdbYiYJ0Q6HsJTtDdGj0ZjBktrFFoTHqAqjIkKlddu0AvPgBPXUFfzqFDUqUVGT5zl/9s/8GV566ilsD2+9+y6/9Mu/yL/zF/8if/5//7+l1BXv3XmPX/n1X+G1N95kMV9w7/4Ddg8PObj2FO2w/7zw4stcu/4UQWluz5fEesHZ2TmT2Q77V69xUrfcXTR8/GiHO7fvceed9zg7PeUv/bk/l9aVEHj8+BFt13C6ekApqm2zgLOWd978Js+//DIjoXh4+xFnixVPvXjEiy9/H/PTJavFGgApBdefvsrKOkTmMcYwmkyo65qiMNjgefftt/jVL32Jd996E9s0vPHG63zs45+krddcV99bPUN6b36bQwgBEXKZTs+Y9NCT/bJkHSxxOAVtFvE+/WDqQLhUXxVCJO0D/JZ228pkxLMV/bv3cQ8eU33/j+GyRDsLIqDjhWnTpjTxxGf+kLFZGN8fsMCQDpWR4tMv0H/zDvLmIebZI0KwaKmoXQIuJedYvSmIsJW4D6OQGX1oQAhyVVD4HDvw/ZXQjPWEQuZ0vsULg/WOs3jOyq25IhRqlBOdIy5WiExSGA0ypXBd8DjvybRE4tkrxgQh8AFW9TmFGZPpghADbZ+En+M8pRiLgVb3geeLuKSk39SBU3jVhPUAb3GIUY68eY1+sSSUgja0AxwmsFvscPJwDkT0RGFKQz4yZOUuq36FEjrBcBCUg9DOhj7ZNYtUUnnQ3N/OKyM1xCVKKvq+wwjDRE8ozZjSjFmHZotthtQ2OjU7qQRzqeV2Y1Pd+27AcQv6YMlVhtKpDnu0d8Dq2gJj86Rkl08iekMISCJqMsJ97Q30czeJUuIfz3Gvv5tOtlKBSQr+aDvyL3wMpyCOS/w2yB3ucxD4b6F0FgjyQfhaqpJc5eQyw0fPvD/flqAyWSCVphKGLHNEEXADcKrQBUs7p9LjYWFPHSE7mUG7RQL9yJxeBdR4TLY4QxUOijFeSSL+CX7KRt8xMtNUmmprOHkPe/cE97kX6SaKulsNpb8wvEvpatSQIfuwjomtBue7bCmLIeBdRGoFuCR8DIk8mCA+ioACacAYIp4wCF4Tyy29xX3o0LJK9vVxyFSowTPi/Z9TkFpf1w0s53B4I135cICIJH+X3vfYkFrUjTSUA88hkT3t1sY+fc0kEk2AaB29bdi5MUNqgc4kQkcmYczCLWj8imZoGMtUjlBi0JtE+pB8GBJSXdH6jrVdsXYrKlUx0sXAbJG0odlSVkNSTyQ2DGHAXyfw1IafMlajpCkRCdrWhZZ6MLMSQiICyLpDaonUibcRECkDLTSWbsj6bfRrqQ3bkbpJjMzwQyeckgYVNKaxxDvHMBrjjxukWRPrBiEER9MjDnYOEygwLyDCv/8f/0esmxVvvHubr3/969y69Q5f+NEfoyzHfPHn/hFN0zyRwq/KnCwbtEIhItDpgBHCwPGIaJHKIcIrcl1xdPUa/9If/aPb32GtTR1cxYw+3tm+B8SY+BvOsraW8ahiPCnQeYEgUBiH3po1CkbZKBW6h3kp5UW56Us/9/O8/vprgOBH/9mfpCwy/uZf+SnKqkzZ8u/qLfrw8V15Z14WygnhkkiFpCjOYo71yW1MpvAQQkBKSa7yJGCMG993ua1MpJrtRUeGGHiuYphkou4Jj84Ix2eYp28QxhXRO7j0og2fjg8rd2z+Rhjqb98O77vRRdjoKW7sE+88Ji5q4nmNGg0mRhulsEisitJkiAGvfHkS5ipDOokfNsBxNqa3NingXUsja/TQ5REGhoAI4ILfEhG3lreDKCplI1M2RYjkJqekIFMFUYhkF60MIzMdUNZJZBkGzHFSZCuM2HhsXCyCl+mILvSpY2UoFUmlMes1UvaIJiFtlUrwqLVf09ommRDVErvwVJMMXWlUrpG5INcjfEgsCjNY2vroBhiVGtq3cnxwLF0q3WxaQEOMlLqk9x25zMlkTkkK2Co9SnCXYaOKBApVbLMXG4vq2q/pQ0/rW1Z2RanyRIAbOkuIkOcZUmt8EwkyIt9nnhZjJGiJfuEpwoPjlFWSKkGVhIQBzx37BrRG7u9SH+VJCBwjwSXB7UhPkDq1f/oOmqZFmpQ63qjXI5FcGkAyMVO00KjBGn3llqmEMwhoSzlGygKpBlvzaAgKSlWwiksat8YrT6lKjMjIdH6R2YlQu5rReEpoe0TfIr1LG2E5Qgi1LRts54jtUX0PizX24TlxZ4fVlYJOrmm6eqtHgg01NlEHV27BxMyQUX7onPtejBhSCO8DW5PojeiOKNPmbApEHojrBXEyvvzTKR0TSXqCOHwtBnxku0albpck2JTKINZLRNeBKQjliOguurgEYqsTkoMr4+X7KVEoAlKkddSRvF1iDAQbcGuPMYp8pAZL+ji43OqtXmGzsQQiSidtlA+eIEMynyJPFuo+BfdCiIEoWyU6YvRD4B5o/JoIaJEjkAQcRhaECEok7VfnG0pVbnU7G6bEarGiW/acyiWjaNipA+OnjxgWsqEjKW26LnqUSGttCraTYDgM8CYp0/4R7h6jhEBZiWojclTRWIuQhsJFnPNb7UxQBmU0ZlRRTCvW6zUow3t37/LevftInfPKp15lMt3ha1/5Ddr2SUGukvIJD5KiKCmrirqumZ+cUe3ts1dFMqnY3ZmyM5sipeT5lz/GZDrdZjEFkTKr8Gxst0FKxd7OAV9+/Eus25rdg0OKUUHXdZyfnTKaTsjLknB6nsT9Un/gvVCDVunN177Bndu3+fzv+B184tXPIBWUVTXM/X8y43tmuO2CG1jrKTqb6Akn7SN8SH29SmjYfI+UiAHNvKUDqvRixRDpQocRWYImAcINHHsh8Hce4x8eI4yk+N0/SLM+g43u4dJ9upw1eD+lMgwq34BFDoKmDz/ZpJKJJ+B1jn72Kv74HPfOffSnn0eQ3OpqVxMJrP2KYjRGdj3BGFAXG43RObJXieXuPdNshyADJ90xc3tO7VaMzIjGd3SuI1MmmSahUTpD1D3xUOJHGbY/o3U5hSpTWloGjBSARunIxiK7lJHD8nBbE/ZkGKmp+7RgSFkMwrKAwKGEeUKUukE0J/dLjR7U6pUaI+d3kcIQzjrc43PU8zeQMaXCm7aFRjJf1HjvmcwyTJXhgsCGnoKSXOTp5Y4Bh6OxHUfFVbQ0SWQpNGjPyq8HklzafNIGl4IoQ86mjuSjT3qa4fSasgnJ0joFV0lQa+lY2SXrwTkzpYJzxmaCkQmPnOy6O+wq4NcOkanUIx8jW18CAeQa8+rL9D+7oP/VryeDoasHjH78dwzfbwnredoajq7z6PSbTMyEUpW4YFnYc0Z6QlQWS4dtHWfnGlN5ehxlXm7ncWZmBB8oYglxsC6XKRDaz/dZ2RVtaCmkJkn2PFpkyeNEmJRVUgWn7SnSN+hcDYr9jLGe4HF0oWHeLZkVO/iswq9OEfNHiVMhnsaXY/w2wAQRAqE+I3SWuGhxZ8AXXubMv0PvkteAi5sMYipVCCFpfct5f0qhKjL54Xbh3+n4MEvqNCUusODOJ88JOZxnhYiJPOl7dJZEw/HkDpQFUQ4Bgkg/k6uC6C91X8RIZ3u62FLKIt3p6NFCoUUBp49A5ciDG0M2gu28JUIUkVKVCJ3KSpt3IN2DgBEKUEQES79k0Z9TyhI6ST3vqcYlqJTxS4Rhj6ff3kMjM7RUdKFBC0PnHUFahMgYyykhOhq/ef8FO3oHgRo0EwopwAuJxXPanTA1U1D5dmlV0TASikDyZKhDw5SUdWMo62QyZ35/ycOHp3jnKTrHtdrzuX/tD9AHjwxD4CQkMSaKpDADAp6Lw4sUBhMkhIh24N46TweepsPlOfrzr/D4y2+gD/YZlyWtlDgfeHD2gPx8D6U1xycP+fqt17ly7TrVdJ++S8Hxzv4BwUfOTk54fP8eq9WKbzUCUI1Kbjz9NPOzBW987Rt88rOfJouRmAmuHu1y/fohtu956403ePbFl1BKEYNHisjRbLad4TFEtNK8+MzL/NXjEx4/us/uwR55XvDo3fssVzW7R0+Tj3Zw4e63/Exm2N7W6xWByOGVq9i+5fTkMaenJ0ynO9/J6/PbGt+zoCEb2A2X2xozVW7RziFY0BnBWXoXcSHZszb9knVo2M12qQbXuLGepJRrliPmDf7WA/x793CLFvqO7BPPYj7/MZpmsf37l//uh49Ny+UgfkvbBRsF9PsXn43zZTpgBLy3ZE8dEs6X+IcnaG24MXqK8/5kIC4KclmQVxXubEWcyKRFGKLqnJJCFUQSC2FP77MSS3zr6V2HE3YwXdmk1lP7YB8svfVIb1FYat9wd/GQEz3nmcnTZFqjpEA/kSb122ssDDCkLBWKQpToPN+KyTYGV0IIDosjNqLUOJysFt0pSmcoZYgInOvIzo8heOS1Zwm7ipb3OHnrAU3u6TuL9ZGgHOZaz2FhwDjwqZPmYXuMETl9d5Ysa1VKv2Yy57w/S+exSAIsaVC9pNLJodNHz2FxxGl3nMSFZsxOtrsVpm4dKNmI5RS1b5IANkYed4/ZL/a4Wt5gbVd0oSPXSdy4cc5cuxUrl+bVtZcPKXVBe9azfJA0Beu6pywMSqU503cN2Y//AO6vnxMfnSb3y8mEdn2ODZE4mxJEoF8l+FPnUltmLnOulkmk1PQr5G7ErzzHx6fEpicTJf7ZwGw2YaKnQOTh7RPWizVaa8Y7Iw5v7vHs+FlAsl+Ul+bxJWfWYYY/6h4gSS2Fra+5vb5NpUuuFFeRQic3VmWoygkQmLsFfR6I+1MKnbH37jcxNz5GLEuCShtqfPuryOwItXeDaFrUvQXrsaWeN5S6wEjD0qbF+Ep1NDzDQPygVPi3NTaZwDhkGYVIImUhEvRJKQkh1ce3EmoB4BAynQKjlvgoib5B37kFN14EYxDbe2gQKgUZIUR6HJ6eLnYUsiAGT90v0SZH9AKtM8gLnJZEf3GdG9aHiebSZ09ZlzVrpoy3Ys9IpIsdZ91jWt+CEvg2sFwtmd1M0DhJwrGv/RojFaUYk5scLyyd6FDBDAeOMGQJ4mBU1VK7JZnMydVkqwnqfYuUgzjS1yiSk26lxjjp8M6RqZzs7BHZakFQGjeeMtm7Prhmuq24OEbBG2+8wx/+Q3+E2WzGe7fe4Wf/q5/m1ZWFcsj4OI9veozJoDMoDMYoYg5921KaSTLLWyyxd+7T/fo3KX74k9RS8PjBOcfnLc3DFVy7zs7RLoxK2izDO8v/5f/2f8doRTd06+3t7fFn/5f/a6qq4mOf+iS37rzH3/jLP8XXvvwbrBZznnrqBoeHhx86x1yInNc9h6OSP/6v/yn+1l/9K/w//q//ETs7u3R9z0/+xI/z4//sT/KJVz/N7/8j/yr//l/481y9fgMlU+b12vWr/B//vf9gO/ls19M3PS++9Aw/+S/+fv7WX/6pxCmpRjx6cJd/7U/927z0wnNUmUnanG8RULcpocPHX/0Mj/7+f8V/+Jf+As8+/xKQWmqvXv/eCyA3Q8QPC9XfNxaLBbPZjDu33mQ6/XBc6kWLY9xOfhs65v0cT+RaeZP2P/07jP7oTzBXDda2TLMZMToed49RpHbAUTZBSg3Lmv5X3oC6xuwXiFmA0Q3U1UNCrvHBDYCtzSJ50bP94Z8tYKO/mNhEulijMKxtKg2MzWRLDLzMc9gMpQzu3fuEhyfkz14jXtnnrcVr1K4mkwXXqmvslAfEO28SJjvEavLE3z/ujomkli0tUrmgtjXzfs6in+OiZ5bNkqeCLil0jsRggewX3iB79jrumV0ere9SkGNMshkWAooiw1zQVi5dPBANBAmblrPoEULRx5Z5f87a1ezmM2Y6Cf189HShY2nPyTBJ7Ko0oatxZw+oHPirT/HowZzl7cfw4BT9yk1a3RP7iMok2VRhRg5kTi7TEuxCJIbUX9+FITE7fOZSjilMgfNJ12BjOqWVIk/wG2kYmQkSwWl/zMwkcJKNPT4GPHZw68uGgGFovSTwsHnAcfsYKRTPTZ9N7XJbNf5FatyFZD3ehZroYiJ6HkfsyuF8YFxOuHfrPjsHE/av7rJzOEUIRVaOqP/6f4ne20N/8iXc1EAYDLEGRXuInrWvqVTJ2tWs7JLarbk6uk5rWxZ2TucTN8KFQHZeIqxAOAFeojNNZjIOru/SrBuaVcPelX1kQbIKvtRq+oH5TxzKGAnv2/uWlV1z3s8ZmxFXimtbOuvm55f9efqdQvCwecCN8grV/Qfo8T6iHOFOb2OOXqbXpM/4+Bz/zXdRv/vznHenydPCNSzckqVdcnP0FLvZ7mCENkcpw4E5/K70C2u3SlmDoS17lu0RRI2SGQI9TC2DlDFpAsIQYEiFDw11n1rGIWVNZhbi/DGiGCMmO8jJhBAUUiZaYPBJH7C2S9Z2yU6ROg6W/Zqd6oDivbeJe9dptGTpVtjQc1AcYeTGejndX4sdrLRTcFuqEoh0sUWLDIUmEji3pxzfWtCvU0eYrjKqZwxjvYMIEeu7QV8wHEyKImXTXE9wjsqM0WRbIy2AuTsjeo+SGR7Pys7JZcZBfpU2dNR+Retr9vMDMlGSa4MbupZy0sFQ6YzWNaztChccWisymSXtj9A46/hrf+2v8If/2J9gtrObgoaf+bv8kX/mf4S+eRVah3vvIe033iJTFvHJV3BvP8Q/PAMpyH/fFwhfewv33gMkAbE7wl65wm0ZORcVa5PTaZOyQsDIKK5OK0oBp8en2/mRZQqTGUyWk2UZi95RagWuZ7Vc8OjBQ67fvEFeVjCUEg5mOzw8OyWGQJYX9FLzxuMFk0zx1GyECJ5mtWb+8AQxUhxduUaep/ZU5xzr5Zx798/JC8FkMmJntsveZMyi7Wgf38cHgc8rrGuZ7ezRNWvq+RrbWSYHU6rJjLX1FEYjvOfs5JSjq1c47zoyEdEx4Fw6BR7t7lH3lvlyzvnpKTSRw2evJ/6K0qgsZ9Fbbp8/qdf4sFGvlvzJH/o08/mc6fTb23l/pExDjAlpvGm322gDIKWlbEzgokKVzN2ctV2hpaYyI2J0g1gy6RqklIMSPw5MhwIzGKIopWl//ZuYwxmy2AHVE69cA2VYsib2qYad2okEcYA3haGVUQ/1tcvDRU8d1pSySi9QHGh/pBPrZvP4MFHgpv0oBI++fkAscrrffJvy+tGgvVBDejK5OCYQTAJYbXvYQ5t6jgfEq8DRBr91cKtMcqI7LA5TmpzEV484xvmEMB3jV2t4pLhydDPhToUk6h6kR35rCQcEiQ8bimaiWFamYGmXdL7DCE2lxjQhdTUYkZHLjGimQxuhIASfWsWamu7K0zy8+5i27sgyye7hDp7Icj/j7P6KdulxTjMaZWSK1G3ifQI+kboeEOnZEwLCW2yWIWyPlAItIj442hBwwmGkJhfFduHby/aSdkEIBAaneryLCZUtQSqF3mgQomQn2yVTeWojtWtWcZ3EqKogvwSCkkKQYdBqghcBGVr6WXIQ7E5afB45eGUHd+bpezsAbBTuy19HZhnyYIaYlsSQLHUDbhBRSXKZU6kRSkhGejQwCjIat6bQJcZrutARYuCw2CccCE7vzsnzjP2jHUpdIgUJVOU1rlU8uP0IlSt2ZiPKcYHOsw/fgGNyOg0ENDmZzslkSetbYgx0oUV5NQhfU5rcxwgkrPS18hq17xCTMcXyBLU4ges3sWZwfiwMZAbfph7+kR4TVGBkxkzDDvP2bEtkTe++JgSXOBPiyXqt1EmsmFgs8lLmRH7g2jyJjBqjoLcda7HG+w6jN11YglGuUwcFKQBKXx9KJkqgo0FGkyp6OahqQmhXhHoO6yXy6BkIPmkipCAEixSCiZmhyYkiMjEKrTSit6mbaqBS7hcHAxE0Du9yyvat+iUrt0xCPZUykDZ2LPySsRwja8vZ3TPmYcW6bpkejCgnBdIkHYALDaUcEaIiep80RsLQdA2IJKwudapr5zrDSJM0Cm6FUYbWe4xInRulrjAYugFVH2NCo+eyJLYrwqJHZjnZaERrWwpV0riG3neX1i3DRiQN6f178cVP8Etf/CLR98hVzbNtTveVt6h/6WtJq0Mk2p6+7jC7jwmLJWFcEKcj1n/nF1HjgvW1Kyydp3aOzJS43Sl16+miIF4yaGt84PGqZWQU+exiwxNC0MXIeRdo6xrrPaVWVEaRjabs3syJRUE3BHQhBN44WVBqAxLWfWBt04a7tp4Hq5ZRptFlRXlNI5SgRfJ4UdP7QK4ko2LE7vUMJQVKK2ofOXnnHn5dg+1xQmFNpBvnNHVPZQr0bob0gZBpHqw6VtZhpKTUkmI6ZdlbHq07NFAZRWnSPvnW6RIfIxJDtX9E9JFeKhASB7je8XDV/ZYBw0cdH40IGXtKLnr5A4GlXTLSFZE4uKE1aKlpXD3UntOLKqVMqdsoMCK5l21shEs9Sj70A8FM+kBY1oijCrEzIWZTYpkcLevmDB8dmS4wOmMoQG7/h29xiwRyAINcWLhu2s+esOiO6bouC7QuduMIuUFORght8PdOGI9HRBPRDItujMTgEYOQanPwi6T6qA0drW9RWYLvBOtBCCpVMctmVHqEQCah4iDoUwjU9UPswxM4XlLevI6N6YQRRQpTvPdIlXzrU2rsctYlXrQXEreCy03L6cZaemWXaCHRWqNkTqEqgg7I1RznLM61dLlGeslyviQf5VRBUawaGI9oshoxHtDHTaS0BVELbPRDWnqDlo0k82hAiFT6iAGPg6iJw3V3viXESGVKyqGsk1T+Fxu9GoSyDCUiwQXgKf36dN+TVsKxcktaX2+Fkj6GQTuygSQpYiRZiUfIigw5SyY8olCU05xFs8Z2nuV5zWg8Qj84Rd28QjycYfHDqSXV0D2OiE9dRcN800PZy6sEUCpUQR4r0gEiMstmWAVzligjyccmCWlJdXCRCcxYo2Ny91zN1wglGW3U3oRhAR/q+sPfdsFtRaFCSHazXZZuwdqtccFt38FKluQqIwoG3LDCRkvMMoKICDy+KBFxsKkXgigFcXj/tvjxTRZJFfTRUrs1Qm7eEzXc8ScDASFADjrSjfbQx5RNE1E88a4qZdBK430yVVrbNVoI2n6JHUpWUkoylQ/vQHrv3bacpfAx4rGIKIlKQ1YgZAAZEb0jntxH7O4PXeERSE684hLnQ0qFimq71mlhQMpta2rvknAyDkjnpV3ShTal3+Vm1iaRqfWO0EZWqwZGkbzSlJOcalIgpaKLTcoWYXFDiy8yIbQ7LqB2kYiMSejsBwqtjx7h41ZjltaIUWIjiFTIymSGH7RSDZ6gAJms7n20EAt8dCBiolOq5J1AuPCZEELw9NNP8/j8FLtYULSefe3wD88TJVck1Q0hEpAslzWdUPjJCPan6EdnuL0pp3v7LF2g7SyZKZDC0EvxQY1ahLV12BAo9JOCZRcinfP0gzDQ+Ug3bPCgaVp36fdEGuupMo0Aeh/oh44mH2HRWTrvMTIFpMPOzNp6nA8YJen9YHjXB6h7QtMzf3CK6Dp0kSGqkpBJXJTMW0vnQ1rDgNg66t5hQ6QTnt5LOq2g9zTWkwwDI61P11LbJPzUSg7XI6C+8EXxMdL+Vk6av43xkTHScrM1DyK52q2pVEEQScDY+Ca14pGi0M3GK5UB61BRkkmNkCmlqIRibC5UyyJG4tkCkWk8HVFPEdNkEwupv9lGC14Nnz4FDZsXdFPffv+QQjISFRfAnG8df21ani5SpxcLWwwBtMQ8ew37zfeYfu4ZMALvU00vieY9IgYugxrM4N1gY09tG5QxlHLjESDIVc7U7Gy/XwuNjCl4cM6R3zgknC7wZ0ti0yX5bIwQUr3ehmRH21hLacyA2B0+t4oor/CDkGtsxomjoct0ivYdHk/rakpZktY/gY4C5QVxNSf2Lb0WLCcVnC7x0VLt7FDNG+J8QXHwSQhL9EyggiCcQ1xBzFMHSIiR7f4eHdszrZCp7BPTadLHBGfuYyBERzsEQS7YS7qVS88jRlTICD6mTUReoh5ykW7ftP12smMVF0Oq2dPQspPtpsBBpGxSHyytrxEoRmbMeJqjZmoIZDrKkaevLauzBqJiVFuyZ27gxgZru7TRCg0DV+My6wAYNrmUpSjVCGc9qsnIO4FSklzkqKAoZLEN/lx0yfo7RqKOiIlkNC6hV8zfm6PXLTrTSCUJKqJEysZdphZusMKQMoN7+X7yzPAtrW+SnbHM0FnK1KTNJYlAS10guhXkRWotJaBC2kQ3qvCU7kp+hTKK1NYaeqSUmKhZuTVmMDQz6smSykUSIWkTRLIaSC3FMQnKLrKA6ZkalSdRdUjhSusbCp0ztwta1yCQFDpjlu0jRUCKxCzsQqAQAoLChTYJfYVBB0C0qCxDZTnR9fh33kIWI6JJiGchDOZ9nTQAykuikmhpEKpAipR10MrQO2hjjxdrlJQ0bo2QKZDLZDKNkiJlC7yN9M7hlWB0UKagtkxdQkpqmpD69+uQSBxK6a2YUstEcY0h0tMyUWNiDDS+SxoylWGDpdADiClKpEpkx5Q1jqCKbTt1q0DkOcRAtGtylUyckmQyeWUoZGr9jmJoK41oKTm6us/1p64TH5zi371LOHsH1wTMy9cQ3Ro7X9IvLXE05XGU1JMRfjJCjErGn3yJZak5CRo7rNcNwLfBIfsIjQs0v8Um6WLEWU9tv7Wupv8Wf8eGiO09fAtNTuc8nXVE64ltT2w64qqmPl0gMkNZlImiW6WMaR9iEmZ+h9cTiDgXP3CNffj21/O9Hh+NCCmrBB8R+faEsJvtwZByPsgPCXkyWLpSlgi1ESYNp1mTgZJDq5984tSQsvkS0TnaX/4qepzBlaeIs8k2YACYZTsk17SN7uDSBkHEETAf0ka5sce+yB58eKvlBjn9rUaMATKFefYa7a98HW2foSxKvEyfMRBRMkP5QHSWMHRQaCFZ+xVNqOl8z/nZba5MDoa2HLEl1l0em0DIxp6MQKwy/LGl/tJXqX70czjbk5j7hlJK1rbGuoBWESnj9gpFEjYP7bDpqxv6Y16U27atQo1wOLyIiBiQ6zm8+3W48Sm6HUkrekLb8vDePY6eN4xnFdl6ACPujemPoVAFZgS2DyzurzjY3cENamktNHqjyiR9PkWEkFJvUo6GBTA5/u1nY+6353S+p/XdJafSi2eVnolP4JphM7l8EomEAXceqVRF5zpWfeJMaKVSyhzJQXGYTnrRUts1lRnjbCrdKJG+b+1WzPtzpvsTJnu7uEbw4PY9yqbDO0cIHxTVZiJ7AkUdY2S5rIkhMNtJ/fnHd89YL9Y461BaMhpOS1VRoUuFkgIfe+Z9TaYyiKmevQ5rKjVh72jC8qTm9qMFRWXYuX6IVyuqbER2qfzywSE5KK5w0j6iCy0xRmrX0Pu7KKGZmhkTM8UTKHSFWN9H6Jw43kVHTROWFHLwORECrAcGqt/QwZCp5CI57+dkygzpekkuSlZ+SSkT+TQiENIRvEGqYdKKBBGysacy45QNCimYQFqgJwSdaIdZiest827Byq6BSGUyOtdTZytMTGjs4B2ejDKb0oX1UGIyVCZPRnHCIiiRogA1Qb34cfwbvwl6gpjuo/YLIGy5AZv3SzufzDyFIIqEKzMibdIii1hbUw9W9EqlYGFqpox0gnFZLFLqRLXVUI41eiQTKE3roWSZMlMOg7cNWkgyncSPp/Ux42ycnoWMaDQTPeOsP2dh54To2RO7jExFkY2RjQcfEEU6dDShG7JDkkxlLN2apT0n2pj0ZrpkMrqKjIZEWbg4VHnR451PLfVI9GCgps7XtF+9RffGLVzbUTxzHXXzCv35fRay42Fe4os9zndmiL0JLtN0PkLOZS3vf7vH8K7HzX9uesK9Y9pljbOpVbwsDfq5m4gyB/WdeS79t3l85O6JXOTMuzMCJB4AIcFPhiBiyz0Qfnvqj0i88OiDXbo3byNu7sO0HN7+RGlFGWQfEWdrmrsPGP3JP4CXiQV/eWTiWy+C23r5h4xvFwh81BGCp/MW+SOfw//aW+TPXUU9exVJOl35KiMKD74HXQ4ZEMlIjQkhUMuUjjten3Nzco1MGfy3CRQ9lgfLu0yfmlGORjS/8BtPllQAIdSAOBacNaf40FEpzSSf8t7qNiM9YWp2mGRPCllTy2Za5A+LI6TSiMf3EPN3oRjBp36EpV3w+NEx85MFfeuYPTciLxW9dwgR0ZMJq/Uxom/IlEZUEm8EnYfjb5zTB0c1KzD7GsrEs3ch4PFDa2JS/Oq4ToFA8BQuYmm5Uh4xyXYoVSKqrfwSZ3tG2WTQKTiOm1v0XYszGWQ7SLOTNsB+QY8lEMhkNpSAdtj0y9vQs3JLAo42rslFSS4zsnwvCSVV6iRwsacJNbdW7zHWJb3tMCbD5GlxdAPwp44ty3ZO4Wfc/+Zdjp65wmhSkmUXAeqj2yd0XYf3npN75/jOUU0qDp6dYXXPyeKcdx8/wrSp82ZHTckpQMA9e58i5kMmRVCpCQf5PqKQTHZ3cNbSnK94dPshRZYTDhrKaSAXGY+6h/S+Q0tDqSrGZjoIRw0HxRVs6GlDO/h7pNH5FhkFk3yHGEDefAke3YOTB3Dzebq+Jc+rAZgUINNJoyI22Qc/tDUbdrODpPEgpVQ3QlcG7QERohegLHXfD4GmTF4pwmJE0iV5AlpGWteTkWNMAUohtWdsptxf36XICnrf09sOFzznq3OUSHgiTWSUTajdpsUutVT3FPShoxI7CXkvIoQ+fd6PfRKxXsP8DF57E4ox6sbzqSQTk5eMyxRCFWQ+EpzDEYixZdHPafyaDSjfekuhc2ZmBxc95/2cXBeMVAogT/tT6rM59d2Gw8k1RhOwsePMtQNmGkaqohY9HkcbWoJLPAO1WeOEYFftU4eWqCIjmXD+XlhysZvW6vm9RMO8+Ty1XdHGOlEzo0AQWYYlksQ+GZkRlRmDk/w7/5v/FdZa8jxnb2+Pz3zyVf7F3/8vkOcS++AYd/su9kGi3Tb3TlA39hj9ns+hD3ZxoqZ94w3u1zlLeQQHmuV4SjOqyI1inGmuZAmQd1b31M7zTxA38L0Z50toe9yqpT5bpq/FSJYpRvtj1N4MdiZcSqX9d358RIx0oqjleooNXXJAk4IChR3SycRIrnOI6qICICIx9uhXn8Z+9V3kOEPOxkk0KFPdMZ6vcLcf4t64TfaZTxBlHE4bPFFJ+HZK62/1b98tXe7DRiQS9gzm6pjw4BF+viT7xIt0wkG1A8sFwq8RRTn09gtscEmjIAwjXZJnhkIXibSXgBSkIuL7BF8h0PmGzufk0xHZZ1+m/ntfpPiRVwmZeiKwqlRFVhhsqLGhJpKxXxwNDoyXWsBkOh1FZxNpsg0It4T1OXG6Q3jqeaKQ1G7J/bcfsO5rbGYRu55ONeTZDbI7C0wTMC9eo46RoDOUzInBE6gZXykwMXJyJ9C1lvW6ZTaqkCFQqYLaN7QhpcVdcJgNwSxe3IFcXKiyffQ8rB/gg+OGzslUTowB27dARIuC2rWc2lsQBGM9oTITjNTb1LaRBiMUS1+zHiBPLvrEOaAjVwUjPUoAokElX/uExkbANNthrMfJV0LA3rV9jl+7xclrt1AHI6QRnC5PGR2MOXt4RrOuUVrRzGtEFsEJZvtTylECcEUfCCJw6o+xoWMyqaimI07eWdC2yQCuDS1SCm6OnhpAaGLLeWhCm3DtUqKNYbQ35eZkxPG9E9qzjmgjYS+Qq4yxng66kEBr15hsCoPWR8h0ajwqD2lsy+QSt+JR+5Cj4goxSMRoloBAj+8zOzhKr+hGhdv1KGPoXIOIpKDMr5maHYJwSW8SGcoWicWyIQFCBBWJQeFDOt1uAn1DRQhJYCwFuCjIN6hpERAioqLEe8/YjIlEvAp4HQaMvR10FOloU5iCi+6axLVQaJSaQdBJNyJi6uJCEWwAnSN2DhGT/aQZufsWQmnEZAazQwgBtXuFWC9QPicfj5i35yzsMhFOBy1HpnPyoexUDBlbj6eJDa1fE7NIuVti24hdtVST1BauhEBLQx9brF8nzcVGU6EU3ncpQ6YrCp2z6pd0sWNiplsrdIjM/RxFQbYzRsSI7ZYpEyET+0SiUEHiggcCfdcnuJuU5LLk1q3b/Kk/8Se4/tRVHjx+wM/8vZ/l4HCHV597mbzzxFGJ/+xLRAt84jm81lhtcEqTS427+ixVMcVkJUjBTEqyzOA24KNhrZ7mGfcWNauhxv/f6IgR5mvCsiZai3NuKFMAbtAwhUAuQe9OYTpCFhnCKITWSaTz36PxETMNaWHJlEmTWMikKI6XUnVCEKIYICqJ9BcGEqQ5OiLUr6HWLdIGvEr3U1pP/94jwnyNfvFp1I3DtMhIUh3SxxSE/LdpiDTBxdU9pNKpjej+Mf7aBK0LYJnSfxeSv9TeJcS2lbLMKoxMtrLpsOWSIGnbGrkRNaWF1oUeZyqyo13c67eJpyvYHSEyuU2JW9cNQjhNpkaEyKBdMBfZFgHKC5if4UOPFxBtRKiIHu8QqxkxKwnBc/zwmFVb43KLqCJZlbGb75CbCl0vkEEhj/aRuOHUmAAtXgjyfCgYyIQH11rBQH+TeCR+6MhxVKZiqmepvnopSqxDz8qtttmCUpeEmAJKHx0g8FIhvENJk9T5KFRMp6RssKbemp6ROPpiAPZs+t1TNl2QiXQmlCI5CgYCRmoylQ+43bSZSqlQWrGzl+PzLPXlO5AhMBNrcl3RYrFLi1dQqAA2Ix9BpS0ZEhEMjCs635L3OSbqRNeTiunRiIkrUUUKqEpVbTtGhkcIW4XR8DWZ6H7KaKb7E1bnNatlQ80KMQrsFxsRsxjEgRftphKJGYKzEBJ3RQuDjRYXe9ZuxUiMUVmRsNGP76GPbtL6HrGxVi4zoovbOS+FpJQlWmja0CfXyaF0EQd9SMAlu3Ahk323dOigkQNwKHE7RNIJieRcKUTKTKXPPtTeYhhqnCCiTOIyCb23COyQTVMEoAuJijo88hQwSJEEjIFBYBgwKgV1g2KXqM3g/hUQk53Bt6Ijnt5DtA1i9zoxBGSMqEF4u5EHCob1QrAV3absh8RHty3DRAHBeKg8i+Ml1bXUBi1iyuI6P/wXMayxJLyzQOBD2BJlEQkRH/CJQiqSRsXh0MLjBl8OZ7tEF6W70PT49LUE9cpT66ZMovOu7bh+4wYfe/klJtMZ/3jnN3j7q2/zys3nWbcNt269x9cf3SUGuPbUTV584UVGecZ7d99hcXLGKy++jJxMODs94e3Xv8EnP/8FtIWv/fqvcnz8OLE8QuBHfs/vo9SS3kts+K+vXj8Qs9Kcso7Q9fTrFpou6RS8T89YgFAaWeZEo5FaoYxCVSWUWWL0/PcsWNiMj5hpSPo7kIOdcnpxG1+jZGo9FEIOorf0MrtBtWtENqBoBaLtEU0HE4OQAn//hHCygFGJefUlorBE128zOknqOPznS/Xi7zSDsOka+F4w7bd/G4GKEHdmSFMQj+fY2w/h+owgQBCGjUixAUttvOpHpsQIyPQIxEXKVgkF0hG9GT5z2IpKU0rdJzV+OUY/dQX/8BSZKUQ+3paCVjZ5rmcqp9AVXezQwiS65qak4Xtk4+nrBa2wdFoSRSRmFdVoP7HhXYfzPeePFrjMIccCU2oKlXNQHKJNkYwCpYBxherXgyOeI0qJIAMCdlOCkgm2E0OfBJDY5C44tPflMmNSHAwI5os64cnqHZq+w0fHbrZHocok0vIJ+2pEBipDIdAqR2uDRFDIksttepsArPEtFoeUilwWifwYLJkwaKkG/UKk8y2RQKGTMEwLTaVGaJkho0C2DuF6DJodJfBjQ2cEeM/uLG3u41nBsrb0BCa7BaHOMZVD4BBtRAZPLFIP/8RMtkFM7zvKvYxcFoQQ8MGm63xi/qU2TvM+ouLm/RjvVLRtx/J8SfN4jVGCYghIcpnmxuUhhdzyS4wyl4IsyFVK9xfKI3WOyEvQGtHUeKMSDVZG5O4Ef7ZCjRVeJN1RppNnBlEky2mRoGoudqztEhUSVr5QBQqBEB4jM4hPdsEkV8i0ySrEJZ3I0BU0WFpvRJmJNNjRe0smIz7YlPEUgi6ERCEUYtBfXGDsN/cwhsTWSPGr3vxDCmgFxL0riK4mLk/h7AH0PXF8ldhbhElBZRSp5dF6j5apLVtdmmNxuCIhJCE4fAiJoolDZIHVvKFbTzCVQWuNlCCC3ApO4SLrbQatS4yppGtkhhaKtV8OHi8F+RCEGSnog6MPlhCTQNYLj0bhSLbribtg2Ml2KM0YqTLcwBHpncX1AeUV0/EY30S81tw6OeaXv/E13n74AKEU79y7Rz4ac+PaVe7ceYc3vvkuT7/8cUqpePzgAV/6R/+Q5z72CvNuwZd/9Vc5fnif8XSKdZ4f/F2/OwlS5fdmvf62IyQzMJxL/i8bIWTXE9YNdrFGZDoRfpVBSkGWqeSjMakgN2B0Ks/9D2B811cZSeYdORcLjcMNL6XCxdSPLaPCuQ41LYjO4pdr5HQHGQzrX/xN9CvPoZ+7io8tUXikVATvCSESwyaFCU8qZJ4Unn27gGAjhPxeDDGwIdLHiYRRTlgZ/PGcUhcs+nNy35IJcxH4RM/SLlBSspMfPLFIWe/pvWdichAW0APWt6UJHWNVoYQZasWBEBzZZ16i/i9+Hr07Ru5f6BSWPrExtDBbAxmzZRoIRPD4+SPsySmLgz0WWrHya3rf4/sFM9GSDy2N625F7CwcOCbjGdVgeqWEIafAbdTsIbX4HRVXaX2LDT29azm2x8SQ2sy89ayXa2QmtvfERk8UklGWkcmk/UitmSG5Y8awdRFFpNPvaXfCvJsjhWAn22GvOEBiGFVTRmqCi5Y+dhSMhvu+CUAiIThur94hEtnJd5lmM866UxrXsKtniZegMnyw3F69y2F2QKlHdLFn3p/RyJo9c42qF3DvMfbWHdrGE5s1lV0xKnKoSrj6PNEnE7NJDAjv0b3DVQ2sDVFliEyA6AmL++T7TyF8Qmz7YHEuKTGc9hSqpDKTD8xxLZP1+eYanxB/Rk9HC5VDtpH+2EMduRfvsZvvJQX3txmbhTqxFWA/S3bxIAjBgTGYp1/Ev/Zlyhc+Th8tIfMUV/ewX38L84WXEVo/8bmSr0HKDGlh8LFn6ZZIJ5hkU3KV4WKf0ODDGfqJETc+HOlpIobPd+n5Om/JZYUNPV1oca4hkyPKqqBpG0T0ZNogtSb2kUIbDAUqPnk/tEhlmb51mGGKP/FpIgRnIUv0R6kzOHwat1rB2WMkAbV/hNaGfbOfKKCDQdc4S8+yDz0hpnZFGdPBonEtLlhklOSqRMiGx2+fcHjzkGw3Bwm5GrFyi5TFkIIwnGbHZkzwLpV1MCgZOW4fpm4fU6WuIkqUNGl9CR0uOASK2q8Z6eRUqWTybGjDGiH0kDUaLprEW3n9669xdus+d9+5zZd++Zf4S/+H/xPSaH7lq7/B12+9zb/95/53ZHnJ//kv/QXeev0thJfYxtN58HlG1ArvA22XWC3vfPNNytGY3/HP/Di/40d+FKUUQkrunK9pv9ddAU+8J8N1tZY4X+NPF9Sr+tIDT+TTosrQV/cRs0nKIPwPfHzXQYNAopXeQp5C9Jy0jyj1mLGZUMhi8DbIEMLgWkl+bYQ5mhKDpvuZX0BdPUJeP4BZQYwtIiii9EO0H4dMBaTFRL7/A6TU5KU07Ydf6D+JVFFqE+xci8sD+vkjmn/4a4x/8BOYvaehXuLvvIm4/gyn7RkbW2FLjyEZybuh99sMX9eAUC3BBYiSmdrBCMN+kdG5ht725Hm1FZHGszlMCuTulBAcz4yeoQ1dqusSGZspSiTATVwe407u86jz6GevsLQr1v16e2oHOGlP0gLTauI9gbkmkXmqvWay5KA4Spa1v/YG0hjYH9PZmnfX7/L85MUkXEOwjjUuBPbNBPsMNMeO/txSjySz3SkKjRwMtCSKB809RmZMT0cbaoRP7aZpYwis+iWNa5ia6UBAFISoaDtNZ68wyzsgUruapV0yGaV6vYuOtVuysksa3zLNpvgYKFVFrjKECLy3XHGrfo99f8B+sc/UTHl68jSlHHHSHdNHz1jtUd3rEG9+maZp0TeP0L/zVfReSS5HONfjvCUGB7a7mB7D8FqDnsDgBi+VRgtJeOcOfnIVbXJssMz7OX3osMHje8c0m3FQHAHfWsxb+/XQvpdImOtQ4+kZjceMyxn7uy2337jNzZeeZlKMMfrbvPYCCpVz0pzQuKQ3uVbeACRn3SlaGipTIWUO1YT+0W2WVYYczRjfuEr3pdcRUaRuigH+dtIeI1QSKReyQAhBIUe8PH2F2tf4mA4ZRIcXkCEGnPq3OWVKkAF679L9ii1lNsUA0UuEyMmVpLMRZS0zPU1CQRFpaLDO07qOUgVGWqbAeuMzNoxIpHWW/ENgcUKCfPwgsRCuPI/NCsI4Eg9nhOO7yNd+hYMXP5t+jwqEwcMGYBHOiQ6irOlll74qNx4jOSpXiErw9I8ecfy1c26/cYt8N+PKx46YmEnC7JNaRT2B4Bw1KzKRqKmFKjnzj1HaUArNSI3IhKGLLSu/YOUXqWFSqHTucmBdv2Wa7BUpGLUxZUZdsEQbsTLQdT133nqbt7qOk8WCf/lf/Z9w/RMv8bU3vsmt+w957etf5z/4i38BgEcPHnDtqac5WB18+DOMEFeeH/uRH+A/+6k3+Yc//bf5+Z/5e/zkH/zDfPrzX2BSGPoQvmUL5G9r9A58SP97vsTNF7StJfjU9ltWBjObIvIMckPMMxKL/5+OzfiuXS5jjKmtbFNlFYL9/IAmdMztfECYFgw8CpTw+G++g3/zFs464u4OxWdeQIwM+BT5AoigECTSYfrd8tLfHBwEZWC5MozKmN65b6OX2WCDv5ux8X3fpE1t9NjQsnZLvPZMnjmgenCGOD4jHOymdFZbI1VGZUoKnSUKnQC4eBGUFINh1/YrQ/3T0YYVRu2mRU2z9UcQQlD87s9h37iNe/091I0jeOoAJaGMacFVQqEUhLe/gfQePxrTX71J3zxi2Z4RYqrXKzmicylwcNHDSkOdIUvQIzEAXNJUEYDOMro799GfeQV3NGHdnTEeTioQ6UNDE1ZcyQ4J1EjXM9rJGFVj1vdb2IW+X2BUPgCvmqEEoMhUSUWODJqT7jgZWkWPRJKLxA94bvoCQxUeJTKmhcDTAZKpSRhuGxP1TguNDY61XRMIPKwfMc0n9KHB07PqVwPmN7VVzvs55/0ZUsBRYdgZHRCP57hv3kOcrdC/81WElgQNtQ7Mlw/YM7sJgBRSq+hGG7CZqwlcFZ8glTpv6aKHK8+Q3Xsb9q+hypxpNkWQiHk22G0qO0SLDT25TBqN9yPT0+9NXzMio5RVEhlKyMYZT73wHOd3zwiHgfHOmDLPPzi/CaCSqHQn26UQJZ1vWPoFE7VDwHHSnfO4C8yyGVduvEB++zW6PCcIlUo6PsGsOp+0TJk06Cg47xYEPGM9YT8/3Nqul6pMLJLocFFQiWIbMHwrGmSMgfP2MfdXD5ED2TC5oGaD5kChZImQFYVWCWkiUp0/IDE2EMsIZMQQqcMSApy3cw6LK+QqJwRP0y+pY8NRUTyBgYZA9CBiJChNMHnKwKQHQdy9QijHqNuvw8FzUBUEBdH3qVxA2qylVAihUEM28Kg4JMRIHzpqv0bpEZOrY4QUZFVGqUcIqbB9A3IAkQGVSRTEQqbuH4GgkGN2VE4tGoRMWbvOtkPmoQARCaTMT6UrNmCnTGbbdV0LSRds4lMojY6Cqir50U9/jms3nub1B/f5q3/7b/K7fu8/RzGq2N3f5xOf/gz/+p/9n6U57jz70wm2XvEb//iXcX2/zQw5Z6nXqYPF5CU/+Qf/CD/wI7+He+/e5m/91E8xmU45unaV7FtYA3xHo3fQW+gsYbGmHlqdL5LWgeg9xWyMmlRQFcgySwGcEElfNvz/fzouxkcKGh53jzFeDSIenXquh7R3bddEkdKmmcwoEEQRE7lRFfgQ+dUv/SKf/tiz5MoQvCN0LX40wmUm8TJ8RIjU6+vlQGVEJHGTHGrdwich0PDk88wn8xkBkNKphEEFIC7EhJv//t0MpfWguYpDbity1p9S29QqqE3G+JWnIc9xd46hmaN1TWxSycAOpRwfE42OISiCtBm7GAkeMiUGx9BNG1qifKkYEUoQgsL5nlZ51NEYvTdBj0fYr7+BmzfI6QgOZ7grO9jgaGcS2Qu8SX4KQQs628Fa4VuPcwEjNMXVZEqlRzmmSG55tVpihGCkR1R6DIjUltk7rLdEISh0hYyGeX/OSI9QpLp5WZTM13OEEHSNo6sdcccz7zoKoRBDR4eQmv3igPP+DKPUQO702yAkHwSQEzOh1BVCQOMbjEiaAwAfiy1ESWwFgmkzHesxqkxB48ouU6/6ALExWc5ET2lDnzorVFL098dzePM2+qlriLxCP32DcFgjxgVCS1xoadyaDIWMsHYLGt/QDxt9qQpq12xdLX20RAKGhAhvXM3CzslkTjXKMbEnrjukremrKbVfbamgaWOUuOip1IhKV0/grzOZJwEZfnCRTa6WW9GkikwmI1QAXWhs3bN8vGL3cAedvW9DJuBiooYWpkBryWbdHunJIPDz5DInSIncv07VLvDLBX6sQUikUKzcOdZ1TMwYozP21F6icMbAWXeCG6zQxfCMhJCD+E6979198p3d6JMUmmkxJoRUsxARWlsjRIlzDaAwpkQpRectMQacSMFbTqKxeu9RUSUIlojMsp2k3o8RKSVlNkaFpAXqQ5u6IMRggHV+jNQG8hI/XNeQ9iQqRSgqxOwArQzh7DESj9GayqTgzkUPWoJK0DCBSC6gMcGTfPTE4BlNKrq5RaBSmVbG7enfD2JTozIs/fAeBIQIgwdLhhQJ7ORCgk3lomAkx3hS2VggGalNaSIxGzrfoaSisUmrpoVJ0KohXV/t7HBw4yrLQjHb3+eLX/oiH//kJ9ibzbgbb3H7nXc4PLpC28yZlZq8KJnuHnHr7b/HnXffQUt49/Wvc3p6gsgl9x8+pO2T6DgfFdT1Ett1ECLfkaTBOuK6JTYdoe+xm6Bgk1FwnthZZAzI3CCMTmUGk7QIusiQG13CPy0//JbjIwUNbjhJSXRS/F8aXUiMayEEUpXk0iBsj1h2YBvoLG9842t86l/+PGa2g+9b4uIU4SD2NUImK+moJKDw3iFlltz0RERISQyBKDeNRskeOM83LysghijyfdCnJ6WUv/0hpNyefGN0qXXN1fQ+KY87VcNTzyHWHfGde8TTY8KuQKxrwrjAxYSXTliji8wMXAi4XIgYCVKKRGzzEIXb0hRVTAGb94HONpT7Y3Q2SqfKr50S3jxGPXWNMMloosHHDjcbEdtkutO5ddrsXYRVJPbJqMXoRDHMVE6WFUlgJyJdvyRXGZUebU2NRBTJsZQk5MpViYiKU3tMoZIZlBY6FUhiJFhJ37iEg70mab3FmPHQRRGQoqBQGY2r8daipEbLLNVtI5S6YGqmTPMdtDC0fk3vO6KMhFimhVyYYQ6mjhVzSblc6iqx+GMkU+k0pQY79OQ/Ai0tYm3RazBe0JxFdJ0WGz/O8VfHyDBOcylEnE+6jameJT7HYJ0Nqdbug8OGDh8rIOJCl3rOVaT1LQu75Lw/Y2zGuDKjiD3GOmTXEojUco2LYavyz1UiByqh0T7h0DdeLUYarLeE6Ifa9ZMLnxBJuJUdTgk+sF7UdHXH8nxNMTPkxmxZHSKm5+ZjpA8ST8ZUCgjpPpqYDcFM2qSL2S5ZvSSsG3zF4AmweU+SvsRIw0hNAcHSLpi3j6l9MwCSYgrelKHS44ESq4e3NtD5PokIMU8ENwLJJJsQQiR4j/eOzrcYZ+hdh5KGLJapK8EnXYzDEYVMLc4hIqJAizQfpIwUYjx0PAx+IaYiDwVCyEHETDp9So1czhG7R8S8JIQwzLuNSyVEpYizg1TuCBbRNUgpUbPZoN1JWOCIxEY7PLMLRHImc3rXoDOFUck5MlhQWqbOIe+3pb0oE83RRkcQfqBNZmmdIglpkxdKYKymlGqEjT0yWtQgqE3lvsRO8YMA1McUfGgUyoK3La9+9vPI/X1WRY6YzXj1C9/PYrXCGMPVG09xfDZntVwync1o6jWrpmU8KRkfXOPw6rXUrug6sjznuZdfJh+X1Ks1XdsihGQ0m/DxT7+KKSuaAN37kNEpEPDJJdM6YohIHxCdJfaWaO2mcnsxpIQyJ8sVqsgvAgSTQa7/aSbhI46PFDQc5UcokU6R8v0LExIlRTrlRImK4E+X2Fv3cfce49c1Skj6vk8TZDVH37mNIifsSGQxQxRjginSFt9FZBYSRlfA4JeMjyox7wN4sbHFTUZRDJ0GpEP893x4n/wQOtemzIKQlKpgY9vsgksOchrIAy4E+geK/KqjLjq89ORSDuWJIZ0ZN/dPYIQgmKH0EkPqlhjwyk8EPQKUFuSxJNPFcEKJqFeuEU4a1PUj3P6YdTjH0zITR9S09CHxBv7/7P13sG5Zet6H/Vba6Usnn5v6du6eiMkAkTMGYARI0YZlW6JNu1Syiy5bclllqmhbVSpLVEksl8NfLFK0WKLsIssCaZoJADEIBIEBBhN7Zrp7ptPN98Qv7bSS/1j7fPfe7p4BexCEYfXq6pq5p+855wv72+td7/s8v2dpV5Rthe8ik1lBuafpI3ShJxclRpQoNLU7pRSacbaFkRft7Ih3FjEeo/MKKU1S90dFKVME8UVhtarPUNKwPO8JQLWdgYgonU7OucrJpMGiWHTnXBldY2WXdKHDKMO57dIYRhXpdC3Ta12pCU4l6FLtV5SywsicIAYWO+oRlDQ8EEQqoYdN3uNDsqcVqsAIDbeP4fY5trHonRHmuz9AExvWdklbN0yyGWM1TrN6n+KSxcD2H5spEzN75HcmoaLAhR7r1nQRrO847c9Y2XUaDylD42qKfMw4zxiLEaOTI+xuxQpHFx0OjwiCQg6vV7T0tmdLJlDPN4rPfbsllWQ0qzC54Y2v3CKzioPdPcqiRCAh5OTSsQ6Re3Vk5SLfsfugsHUhjUmEgHXfsKczjAAVJaaXrHUa80zMlGwoHFMwnRwcAxfvg6KL/QYPrtyA3M4ilRohY9qoj7v7TLIRE72FjGroQAi60ECATKRxjcdCtLjBLpirkkzlrPslkUg9xL8XpiRisc5RZiO0yBBRpbRYKVFk+NATgkd4iVDJrlvJ0eZVjgC2IyiVbJjODgV03LwbF8+1lR5z6THk6RFuccxcuUR+DIJKprtoF5IGJpc5S7fABUuhcgRyCJRTiKgQLlLIgpVcIoIk+EgbanJpkrsBRx89IkIhBZYBvc6AfhaacTbBCJO6gaIYivskWHXRpSONSIydaTZNY58+ElZL6uN7/Pt/+a9wr+54pe7o9Zjv/7FPkuU5bd/z+Hd8hOsf+hiT/IEGoO4dc+vI9vf4X/wH/+Hm6+/56HfxyeH/j6bbj1yjjz/3Ho4XNfebnt7boak7XDltD+uGsGxozlbEGDBFjtmfoS/vooqMdxUIf7DrHRUNd9s7XKoOkCiMFI+caPbHl5J1aL6i/pXfgNt3UOMCdWWP8uPvQT/9NO/7B/+Yf/r3/x69d1wqp3zP3pNwdB9zMCaoM0SlkftJKZade3wL3lokHsZb6BHQdNjjJf54DXnO6Ps/hNhNMzqsBRdhXOG9wztL9OmG9fthtWztmtalEKVpPkOh2Ms19+M9zvrTARTkUM0R+umrmGuHxJu3Wf3mV4g/+T5MluyAfYT8bURtqXmTMMfERGrU2Zsfd+RCD5EZgzi5jVsskT7C/j7m4x8knDf4kxXiWoFGgJNUqiIMSZ87+Tb3Xl0wuVyhxmku6kRgZqZEccC5c/hYU6jALN+jVJNHNqYQPUFG4rJGjQuYZKzdEqmmG67BLJtx0hxBaGlqSznKmI7Tydj6lrHK0LrCqIqZKjnpjlj7mpGZUMYxy37BWFZcmV4ml+Xm9Dk8AkpVYKPG46nDipnMB7eKHFrcb10uOpb9YvMc+tCytGuemj5D9oU7xLpFXt2n+MAz9K6ldmtur2+hhOCwPCSXD2yKYz2iUiV9tHxt+TL75QGFrlK3RiQngBYXCRsSMGQClm6FG4oFiWTZLSh1SW8bTmPDGXD5sSfZeuNVtsoSW01ocs2ZndOGjgmRGD21qzm1J0zVjN1i75Fcid9tpRjljMeev8aNF2/SVX2KEFZZerxBUxnP9Qn4IDfAsd63QxxzzdonlXmM+zDdgdWKePd2QuUOhd6bb9/JRJwEuqUqmOUzVv1qsGUH7ja3eT5/74Ntdxg3VXI8BGMNY0bEpoB0Mdl2U1DRhFM3J0ckLYZdEDWsujWlSRA1TeIVVHmGIadzNX1oKbIRwXXkuiTEDhc6rMgo1ZT4tS8iQoCHMye2xgSjklUSn0ZUIRWwSqR0Bo9HoWj7FmxNa5fcXK9RRvF09Sy5zHChJxuu1xAdF3yLQpdUekIXO46ZkxnDzmxCG1qICk1glO9Q6orW1ymbQmjWsaaLHbnI6WJHoao00iQkDLswQBh+F0ShOO6PCb5H5BlaGsyAQ+98R2XGLG7e5+iLr5G97ylu3jtn7fxGo/bVsxqo/5Wuu9t19698jQKwaqBuieuWbr6mbx+EMSFAG011+QD2t/61wDN/u6x3VDRsFVuM9JTMVCkXIaYYa+Et7a/8Fv7uCWhN9tzTyB/+KEppet/RCktm57z/x36QJz73VeL5EjEt8O+7jpkHxKomrGrCfEW4cReyDGEMajZGVgWEnrg8oz+OCAN6Z4p5/DKia+h+5TfwDlAatAGtU9pHocne/yTZ1f2BGPitrxhjaocP6ucLe5dSKtEGZYoK98Fz1h5xUHeE7W3i9hZCFPD5W4xNTsgErWtY1R2Ho62H3oJIgh5AjsABjW/BR/ayN2WbP1RDuAg0gXC3xd2dI/Wc0KwwlzWjxy8xVs+lZEIXOKuPiAHKOOL87oqyylAF9NLjAox0sij6OEfSo0S6wWghWfZnSbAlE/BF+JrJ97yP/guvpY32I08x785p/YT9fIRWgpaA0Y9TrdfMw20uzl7O9xiV00dH8B1SaISqeGz8BJHA0i4QpCwIG7s0rychoy6K1N7bwVaaEYn0g4jzAqP7cIF42h6jhKLQ5SPFRKELJnLCjjlEfeY1QKGevkq/bThbvMZukbpqO9nW0F0rgUDvbYJDkSySN9avs7ZrpDxmK24PhVfkRn2DTGSMzYRKj5jmu6z9miv5Ni44Vm7FWX/KRE2T6M7WRJIm6Mb6BltXdpnWDr1eMznrKI1kvb9L49JoxoZ0Krzd3aQLLTv5LmPzKCL87a/loXcrBEVlKKoMGTTRCaL0g2BYIIJCC4G+CEYjiQmNzokCTvozKj1KoBtjUCYjNguid3hv4SJIibChccqYgENbZoutbIsoBJWa4oYEzNo3vLp8lSfHTyQdQbSMTMm8X2Bjz8RMqXQaxWmR43SH9obgLL1vEMJwON5PIKLg6foVryxuoYRK3S/pcMqTZQZDPnBn1EaUebHtGDVGqxEiBOTXv4S/dB2RJddHHHrfQuskWnQNbUib5rxbJKKjKkFEjv050VomOsfElhR4ZsnJOevPKFRGCIlG6kRg28zIZI6RZuCMCN544R7jUU65lSdXTLBEHEIpLJ7ga0ZqxNKlhFqHJYpIH3tGg415eMDkXHQL5UOdQ9jNdjmxRyDS2MR7SxSeveIS/qUbrF474sxLyq0tVp3jzd3/3/cVI6wa1m/cx9fthj9RjAp0VSDKDMoCRkXKMpLvihX/MNc7KhqMyijzCVJqhPWE+Yruq19LiY7KIJ59DDvNWI8klhNGYgwq3XBMAKlh9p6n6b/wIr5uEWWJNBJmBdJtoVxAWI8nYr0n5oaoU0A0LkGKohREI4laInyFnE2h98gYEMERlot0kfUC//JrhHtHmPc+js8KQmwfnBaCRygzbDSeEBzBe1JW7cOzDQFRoqUmohNKO3qkGOKCB0ugEopcZ8M8MCKcQ8QIZeqc5LLkzM7pXZrxetQg9ksrhSVFMmEodGLG+eiwMWI2sIeLMYUgakFcOwg9crcif/xxiND9+meQe5dQ1Qzu3sbrlKCn8zQSiN7RrixblzRBBXJVUukSKQRNN0cIhx6KGOt65qSsDSkVQiqEgtg1UB4io8P4pPXfzra5uZKcdWnT9mi0tNx97QRpFJlJgr5SV1T5DiEElNApgImkom98nQBEIhVhF5vVm1vwjiTg0sNXjTTYYAmkebhC4WKaY+c638zXS5mRDdoJJUvyGsJLbyC9QD97BTfR1NSc93O28l0UKvnXxQM7b+1rMrIheCnR/cZmhAuetU3t0kxmKaJcqc1724WOuT1PpzddDY6N5PZY9XMuGBWQQEtLt6YVgSyHLMsptGF0OkeNCqJQeJncGCOVuh8XJMA3Z5K8dT14HW3vhxObSrTOR8YcYujDP5gpG5k6ETFGKl0xySZonRFuneDvnhCaHvOR50AlsuCFXTZeRAkTyaRBmknSUEDqDMWUzDnSI1rfMu/niYw4CC610pSiIlMX2GlSTHOQ6d4jBBGFlCbBk2LqJogMtsotnLOM9QSj0vtWqMnQ1RPpuo6S3jZk5GjnEOsVoU2FgJ1sI7MClMZvxJQegiMTJl3DMsVFm4dcZDFC39e44Kjm5whpcNMtdJwnnQ8OG5P2IxIZD9huIzOUSCjrOqzp+xq5m6PKhA5vXUtHl1ImhQYRWYb55vMSB7eZFoqlnSOEwsg8dVnelM4ZoscGSxsbVm6F8BKjcjKTLNbqvOHu66csvaB87gonLvyhFAzRebo7p8SuR1cFejaCIkNrhRj+RSkw74oW/7tY76hoyEzF8v4pd0+OGeUl18YzQBCEJOzP6LdzmirS9c0gUgnkqiBTOYKUkWB2psgiJ9iUqkYmiFkGQiaHhJDIEJHWDlk2ItmLpEOqjCjAe0f0lohBbm+jAsjgoe9gkadPbAfh7jmsW8LtY+T+NmKcpXQsAdFG/NE5spdEHYmVhnE+jAWGoKzUvxvsXCl21mCIA44W0gZZ6AIfPTYOuFojkle/awi6TBhld4GQFWQXN0ySTzSS8usCEGJC6mY6I0T5Nh9SmU6DqwWq9ohMEScV7Mzg1hy5UxC2ZrhyhFjO075bL9DZLNE3g8e7QCw8cdCg5KrEhdT6kyJADOkGFSwiJjq/ihqZsigRwdO6lmJSEJ0kHM0ptkpGOm5EcrmQGOk5J4mtREzFh5YSo4oBLa0e2OVQAyaZQY+QBHIXLehEssuG11wOwjYLMbEZlFBolQijcshmiARyWQ3EzaRQL02FiBEzt8iTBrVqELtTxO4EhEP1kkzltL6lUtVGbBhioPE18/4cozImekyhcjJlyOWEhV2km7BPtrJcZuSq2DgZPBBDYB1Wm+tGC4ULlpGZIHxN51ust8m/7hxKZ3hp6IXCx8CkFeSd29j1glbk0tAPgkJgM5u+eA0Z3BcX66ILE0LEdjZt2ir9+7utixGRljq5IqROj+NsTZg3iMt7yEs7BG+HEKv0+3209MFhpEEJRabS84kxoIbMCy0V02xKGUqU1Ak/T6TzPdt6RKEeOjVfrJD4ByFeMGIC3oPEIYRGyYxZNmMlVlRmlOyqUqcuReyQziL7BuVarJYoOkRfg02vp4+RMN1OGhsRNwJGT7KTKiUHEW6OCGLzuF10SCE2NsxYr4mjGbEaoZoVSqaDh4suFW0y8SsymaMHd8rSLlnVK3ywdLLFyDTy6EKHHaySQopNgSAROJFokqmwC9ShQUhFGQUqpjDrh1ckfbZa31LHBh0NSmmM0igMZy/eYuUE/dYMv7tF4/8QoidD6jLYxTrpE7bGmN0pFN8cSPbu+sNb76hoKOSIVz7/aX7+0/+SJ596isf+5J8k/96P4vGsuzmrfkHdr1FCUMpRsviopASWUg82ooCYjJA6tZQumAsheJyPmw1aKZGKCNJmq3Vi5afzitic0YPrMKYgCE3INOyNIHikzsiuXCXcP6X70ssU3iIfuw4y2SWjhe5Lr+MWDRQG9fg++j3XiVps8uXTQ3s0evtCNBSIG9XxdpaQv3fau2idwSgjrJapeJkViConLmrKaZ4sbFhi7InkRBwueuywqXkJ3nu0FGit6eODzUAM1iwZJdy/h5YFbnuGrQpcc4r6rZconi7oikgsNKa6jEIRb3+dQNKG2uHn1cGT69SWTZudRw+nVhtqWt+zDg4NjIVERoGOChkNWVal9+1wi3DS0r1yCz76NHu5xAuLlOlG5r2iuVKxOlrjbBqD+GAZBYuW+cAaeGCLTTNeN1AnJUbk2GhZ2gUSwVa2jRDJT762K6y32GC5Xd9kr9hlW+7BcGK/AAilVrbebDhVKJg4RX/zJvF8SX51n1D2aS6NTHAcXXHanlAUxeb7fHSctMecdifJfpaTGATCsJ3vpNJvUP4rYdguCpQwA85Xo5RkpCpO7Tkru0zhRcJw2p7wzOx5Qh9o3BCM5aHSFTMzQilDGzzn7RlyZ5fx8RnjIChyw5mG1vdJYzJswgFYu2VCepNoFiln4k0rRoJ1G35JjPFtdT9vh21XQjM2U2q/TtdP76DIKT70LF27Hr4vYdS11LSh4bw/Y2JmKVtDqOTMCT1m6GYIIlvZFpkwxJDizNe+5swtNqjsEFM0tBTJXdO7+eAwCcTo6L0jBo1QlqgzJAWFKGhMstNmKkepDAQ435LXDXq5QNoetvfJ/IpQ18TpPn58QOd6NJHz7ogxCVSX7OaKEB0hOiSpcEBmyAtWBSHlk5AYEpLEVLhgnWhlsN7hiSkme3h/jEz2zsbXnHTHdKcB7wMrt0J6yUxvYXE8yK1I/ZvtbJulW1DHDk/CQfexI2pJCulO/1yMJzaZNgNsTqLxImKkwChNQYZpDZ//7a9Rffx9+Mt7HIc/hPb/0GWIJwtiCGTbY/T2+N2C4Y/YekdFQ3PrPq6qUKMKPR3B9pjOtSgEVTZmUmwhpKT3zaC0din3QBYopdI5VWrilV2knSKLinV/Tp6NkS6NBJQ2m9n1RQvzIsVRDh86KSJKORwdhuRXl4rBZZlajjF6MBL1xAhz/Sr9a6/jfu1z+OMzYtuBkmTX95Ef2CHcPIWzM8SdCfFgGysuBDuPnr4kkoVbUrs129kDhG8gphmxzNlWW5BnxHWNsJYgofhj30HzmS+SffR53F7OaTuHrmaWbRGCpXVNci6onN2iorc1GEmm0qbexUgmBCYqVN3hjl7BP3EdfMXCzXF2xVSMUpGSKaKJtGLJwtWMj3vaacaRvUfrE/kMIFNpg171SzrX4kVAD2js2rU0Pr0GpcrJRI6UGZkaMc23UQja0MDxgtj1mPEYJyA3kgvkofeBs6M181tLKCJZocn0Q8K4YYO7aHi62EEcbrKbjcyz6Oac9WeJRKjH5EqhEEzNDK89jauZFjP2i0toqUg2+/QztcrSfF0IpEyuie4Xf5u4WJG//yn0dzxN0IL4tS9BjDShJsbUnWj9ms43w3ubRHld7JjkKVLaRce99j597DkUisPyCn3ocNGRyRyP5+bqdbazXbaybTrfUoeWZb9kZiaoYYN4evocucyZmgl2SCq8EDXero+GdnqOlFD3K9g7pFwuKZuGq3tPcBpqjtY3OetOaV1qqZ/bOUomjspYT9iT+49cx0KkU+pop+TOG0dUfYYu5SYE6uLvQCqU+9iTiweFhxQSKXJmw/w9SEUUMvFLhnXRoYkxUsiKnUJR2zXEyCSbotGM1Jg+NIBAixwFyNdeAq0ppcQYjd7ZT59loVjYOS449oo9FIqV6zef0IvIPBEdzoMLnigt1gemegKxwzpPpEJlE8L9O4TVCjPZQ0/3kGf3YLaDPdgHKQm+ow8Nx/0cSImdRpqN7biQFQ836xWKrXyLul/Q+Ja1qynUiD6mz1FLzzI26fNsW7SuaPuOECOTbEIxcDc2RZqAuN2xvGk5kAfkUnG3vQMCJnrKWI8HkBMpPyUT+DqNm4w25LKgZDy8Lj4JojcrDNRYknDTGHqZOAmZKjE+55W//y9w13Y5nY3oVcI+/0Gv2DvCYs3qeE45LpFbE6iK3/0b311/qOsdFQ3VtUNEc0IQkRjB2cCLL7zM3/47f5u2bRiPJjz33Hv4n/5P/i1W6zV/57/5e5ydn+Oc4/7d+7zn+ee5/tRjvPSVr6Kl4s/+9L/B1etX+OILX+AX//mneOWV15BC8tjj1/hL/+5fwvmGL3zxC/yLf/nrEOH1124wmY75we//fn7sR3+ETI144fNf5O/+3P+Hu3fvMp1M+N7v+25++s/8Wf7Of/P/4sWXX+L09BQlFH/xf/xv8d4f+gSFkgksFTzBpKS9/NI14tdu0/3qZxn9qe8jjAqc7x+a5l6sMECORimqeVBHSySZzJlmsyQYVHrooiSbkLp+FfH5l+HF15m0h0yeexxrl/SWTYBOHzpk1Nxr7jA1OVpUiKi5cEpIPSae3Mc1Nf6xp2ijpXfnFGpE7iTy3jndckE7vcpcWNq+QzhHeXqXevo4bbBIJxn7CdnE0YUFiEg/JGyWsmLhFpSqINcFmc7RKKZmQu/XgwhtyoUXvZAj/NGttDl99HmCW5NuRm3yxXeWft6xPdsj7vboSqK1QSM47c4I0VHqKrklZLWJvk5i0wgourhmlI0YZxOkGKKKhABpUhQxirGZ8JQZpZjf2CNQaS47OB2UMsRbJ7g3jgiLNcX7HoODXYKWOAVGaZxLN3YX0mm9UorL1VWW/WoQr3U0PpEjt/M95vacxjVApNTVpsjRgxZDC41GU+kx5/0pS7dgJ98d/o4auj4xbXgCFu6M3iVxY3ocjmyIpa5dnXDOUjErd1l2J4SyJC/3KW68wkGMXLr6NHN6zvtz1mHBSI/pYkfvO1YxkimVfP+hp1QjsqEAEEJxeHWXszsLlvMVk8sV2/kWDxfLAvFIwfC7LikxRuJ94ifE4Olx2NAzyWeD6DBtYOt+jhQZmW3J6iM4X1A/9mRiHkSBbjumb9xAPv8RQLCtDTH4xMmIPZnOcN4lPLMSZF6TmRLvahASo0pmRRKt9rEnhIhvlvDKS1T7l+HgSbxUOCJUI2JMGSqBkKBods00m1HIcpPECRcbe9IidL5jbVepq2py1m5FY2t6nzJXJubg4p1+ZK1d0jsIITAxI7QnqEKw9CtWbonDUpiSTHhatwaXoZFcyBAvxKU2WgpR4Fxgll9BCY0YuhBtaB4qFR78v5VbcmrPcDhmesqOTtfmRM8IN9e89pmv0k0nlN/xPKcIuj+MsQTgljX9jaP0/J64hHi3w/BHcr1DuJNFqWzAnwqUUuxc2uNnf/Zn0VLxxS9+iRs3bvLK11/j8pVDPv0bn+bZZ5/lx3/4R9Ba89f/xl9HR89HP/RRTJ7zy7/+q/yPnvgfcungMj/1yZ+k6zrquuH/+bf/Nndu3WY0HvHG6zf47Gc+x//mf/2XyH604J9/6pe4c+cOX/3qizz/3PP89b/1N/nhH/4BLl36CcajMVtbySv/8Y9/jA9+8APU7Yobd17l7/7cz/HvP/0k02lFVIk10NieTClCnsG1S2gUzS/+NuaDT6MubxO02ZzM05KoC95ziBtR1iZaWCY7U/piTPQ2ETla32Prj30Q94VXCDfuk5cSrl8FFjSt30Bm+tAzysYIbYb7dkB6DUrgTo8QPiDLyYZTn8sC/fpduHuG7xz6Jz7GYuaZd6d0bU8R05glRzPWI7pVT7toyHcjHREh5AADkqzdmkJmSMTQRhXY6CjMiFGewpz0oLhO0duSiEw3bd9tTqmaDEnSF6zammp/jCgNTlq891R6QpFPgLCxRwYCRTFOXZvoid4nUSpg3kQJ1DpHDPP3EPxgq03gHRstGjBCILRALyx+sQYXkJe38E8eErbHYBIzwAbLslkxlQZ5co/ReELIR1zoTJSCVbeidk0i6gmLlOdIBGYQq5Uy3zw2OUCN5v05nW82iaM6KlpXp/JSKgIpYXGSbaWfg2Ll1qxtau3rC2FnfODW8SEFns3yLUamwihDzEdoB/H8lMw3TEPLyFvUdk6QI2SeoVSWfP7A3C0SKRI2dtDR9oimsazrFac3zuCxwCibYoYAum9qVZaSsD6HbgXrFeHm11AxECYFIJDOI3uHCB0xelRI0dhCKtCaUVkg2nMEjqgU3cEl1r4lkMLl8iJDHT4G924inEP5lIWAVIhRTlFUCFPRhZ6lWyCUTMW+SBjgBKITFGZEfu8U36xwQL93CV1OUpHpHxQDgbgRIAcClU40z4uI7oeXj8lpkv5LxIWeuk3Bby5YfEijlEwLpICIJhM5mc7o3YV+KJFLO9tiEaheoaVhrBOxMRcVddHR1haRC/KRQcRA5xqWg+sjjSksi7BAq+0UbIcgkT0DTWwQxOH9TLf7EOPwd1IH5EZ3g0kxxb96TnPU0O9tI69f4RhBH956dPoDWfMVcb4mhEB1uI0osoeSTN9df5TWOxtPNF1q/Sb260CaM+gY6bue5XLFyckJx0fHXL5yiaZp2Nra4r3vfS9ZZnDOMx5NePKJJ+m841d+/ddg2KRiBNtb1uuak6MTzs/OMJnBWkvwgeeee47JeMoLX/4ydb3m7t07HB7ucfvObZ566kmeffY5MmM2yWVaKZrgabuOpun46ksvYm0SxyXHg0fEgIzJKyDGFeKxQ8S6wb16B9U2iP1t1HSWlLqArzsIDikFFMUDoVNM7esLrX/wHilSaI8NlpP6PnpyhezqDvLoDPf12xAk+toOyBYpNTmClV8N8bkmORWQSdy3WhBXCyimUI4ByL3Cv3YCt08J1sHhNvVejg8NPnictzhhKGaHmNoSsxEeybJfILNEdVRSYqTCIIl48gEoIy7eW1lQZhOc9Szma/ruHCEls60Jo2qCzAu87wl2EJABJh8TVY4VAhEixShDGokXKSL9gdjLJVpf7EAVSKn47Oc+x+HhAft7ezyMdUuR5ikqWWnNl778ZQ4PD5hMxkgp8S6NDi5mxwKB7DxnX7+FLDPMKEOOcnyVIZXeWLhcsCkEa+eASET3PSAJZTXYAGu6YeQQSLPzxjXsZjtUqsLH1Hny0aJIJ7wQUtFQuzX90NLOhnl3oTSVKlPOQnCEOMQzD0WakDLluAwnxUpXuOhoXJvoo75hS2yjB5hPzCTBK2LXoIKgpEBGAAN9QDqP0H2i3+VjSj16C8Mi6MBoq0TISF2vWR6vqS6NHwWqfoOlpMa9eicBkA73iMZgfY+wPVoZEIqgEt00F6ADw3OTxLaHzCNDjzAZoRwhdI5xNZFUSPYikpUjum5FZTJE3yK8Q0xmuL5BDZoMIwWFztAyG4qhofgkJI/N+ZzYtsQIMcuoc00Ma2JIxMNM5RsYWCQOAXspvEmJi3C04Xq8gAwN16WWhlKVRCLr9jgVe8Fv9E/Ii85Zsp+6i4wKeFCsxEBuUnGSOh3pMXgc2czQNR3IgKlGeBwiKnyww/dH2tiyDEtUVExVpFAlchBI9rEftC4R5VussAmJTdIzhEEs62/NWb+xoI0Z4fFD1lVF27xdt/X3ecUIzmPna/y6RRqdhI9Kvmuj/CO63lHR0LZtQr8OczdrLbffuMFXPv9FzpuGV157nbquadrUup3OpuzsbDOdTem6jq2tHa4+8STj6ZTm5JiuTW3h1197nZe+9jVOzk5Zr1b01tI0LSF4iqJgZ2eH6SR1EGazGc5ZVusVx2dHbG1vMZ3MyLRJwh6pWS4XvPTyS9y5e5fFcslisaBtks7i4lMgEOQ6Az9EvyqB2BqRf//HaH7ul6C+iWot+okcTEYUEjdvEH2HUAK5awgmyTLDxT/RI4Qkuo6AwEtB62rO+zNYRQ4ev4LMNP5zL6Pql5HTj6OyjNwoVHR0XVJJ6yiRDkQMGB0Q8wVRRIIxeJMhg0Of9nRfu4MXEq7uET90jbPz20xMSrSz0qbY6cOnia+/hN85YCkiLiY/Q+JLKIyQZEKRoRDSkFD+ESUNW9kO9brn/v27nByfUNcJhXv1sSs8/+z7kJMxynbE4JGLU4gRuTMmKIPDIbUiHxXo7CKoKW6KOh/cwPOPyU0B/P/+8T/mB77v+zjY30coiQyKTXCMlOmEKgS/+Iv/nO/5nj/Gc88+w2iUQny64JiqCSYaRO9RrefWS69Rvu8647KgrBQxOjKyDT8goX8jHF4j2g55eh+amliN0inMJ6R1gcDFBCAixoTUVhWRdONf2PNNMeSio/E1ne83rg8fA1oaNJpSFazcmtY1zMVZ6rREj5JyYz+13pKrnJ18m873xHi2ySfoQksfS7KYg0uyOLb3kIAaij2xOAO3SPh2CVQ5mBHb2RYuXmxicvMeFNOSLNeYc8X926eEvbjJOPhmnQYtFN2Lt8ieeRz17HVcIWjaObQrSpOjVI6Vgoig0jlRKiKC4B3i6AwnPaLIUfkYUc7QtmdsxoCkcTV9sAQdWU3HlOUe4j7Q1YjtA9zZLeLyPLl7spLpeIfgJZUpCMFjfYeLngxJOLlPn2ncaIItCtb9ij40SUegRCo2BjrjhftHDWhr4EEHbOhERCE2xZcUisqMEVJz2p0Oh4cH4mU//MlHR+8bWteSy5z40HYshKDKKkpRYX1P5zvq0NBjkSOJm/cgPTZmdKLDiDFKSJQQRAFzv2Ad6tSxJI2ipNAUMkN4MYzDAk1oWLLEOzeMCjW6jRS+Yv7VrzFfS/zBFLm9zdn698a2+VddEYjrln6+JlpHNhvBdPSH8rvfXd/aekdFg9bJxyuGDNn79+/yl//3f4X/6P/4f+L9H3gfn/md3+E3fvPTm79vjEE9FACilOTNt6AQHP/ZX/tr/OSP/Th/4id+ktn2jHvH9xM+GoYxyFtnggKJiSW2s4QQhq9IYoRP/dov85u/+Vv80A/8AB//6MdYLJd89jOfQwjwPuIdSWUtxIMPeEgbgqWl+pkfwb74Ou61m/Qv/Er67+UEJiUoiY0R8ZWb5D/+MbyzA0NeoIQAKZHLI6yCRkqW3flgoVoR1rfYOzzg4E//EP3nX6D7B7/K+Mc/jry6T0Cykx0QadMGvF5B1wECdq7gdkY45xF9y9hmLP/+rzL+sz9Gt5WxZMXZ+nUycgpKprIlCksbA7EcE9pzunlJ7KCSBXvFDiGsYDjVQqoDBZrT7j5VVjE2U7TI+b/99f8rX3/xFR574gqHlw/wPvDP/vkv8n/4D/8K1fYIaTOUHsPjH4SmJWaG4ALeSaaXt8iqMgHAhs3He0cIDh0zJqpAKbMZbbz88it8xwe+I2lCgCrfSu30ASV+EXfyta+/wnuffw/uiYDWGROdMY5bSKnwR+f4k3O4ssv51RFNP8fYnJmZUKoxvWixNsVoK6kGlgjkZkrMR8S+Q/cNWXWFvfE1arfE+cSAOO3Osd0aKRSNb2l9w3a+w431DSSCSTYedBpjtrNd7tS303OOjsUgqKtdooq66FjaJfN+QT/YXVPhYMhUml8v+wVKKHbzHTKdoUTGaX/C2i0xSpKHaiBPDm1nIj5adDlGjGdpjOgsLM8Qr30VfeUJVDnCy9TGP22PGWejRFXMQG9JxLlkflqjdhVZ9kB/sLlI5EMji6ZFKAGjHJ9LVu0pi27OOjaU0ZHHDOkEa1tzpbqG9J6ATxkZe1PMIHT2SSA1/Nz0tVKXlBSApBruNzE46Ft8vaQ6fJr1Vhq36LZBnR4NRNgeYSQqBqJPp/LzKzvobELjOxbNPbrQU6piyFMZDd2J4R4lFEqVb75L0YUmsRhkTinTptaHPnUghuj2t8QkDG4PAOd7rFdUeYXG0Ll241iRWjLv5yBD8pFE0Bh0lDR3G4rRGDMb7qOp3gPS6E5Js0HmG52R6dQ1sdFitKC0aVSkZbKMh87jcEz1lMlSwgu3uX17yZEuqD74DGFnytGqeehG+wd42h9esP7mEaHp0VsjsivfIEb73fVHZr0zTYMLWN8mTkIEkNRdz9bWjDuv3OJLn/kCL375K/zwJ74b5y582t94xRjx3mG7jjzPsX3Plz7/JX7n07/Dn/uTP/1NvzfLMx5/6kkWZ+f8y1//ddbnC/a2d6ldz9lyzmhUIaXijRtv8Eu/+ksPfmcIeO9wwQ5Wp0DtE9pXC8OIMV2zgut76McPEj52cQLH9+H6M1BUsG7xL93E/saXkR98gj7zdL4h4ikBcV7jpiPWKnLanAEkomQM5LJgprdQH3o/mRB0v/xZiB69VyGvTpDliG5U0k+3sUpi6dE4sr4hBFA24s7WqEkOk4qehqZd0/WOhV9zvz2ivtVjFwnI9KV7L1DNc1bLOWKSM7k8Ig6a6sJUqMEJsOjOyGXB2IzYrnbxDfyTX/t53nj9Bv/xf/wfsX9wwNAsSDqJvOTOrVNOTo9xo9t8x/s/jJxO+exv/hZ93XPp8ApXrh3yG7/5W7z48su0fcPO7hY/+kM/wuHBFUIIvPrqK3z1qy/yymuv8V3f9RH6i1AfpXHO8Quf+kVee+V1sizn2Wee5nu/53seIdkJJLZzfP43f5tPv/A5ihB59qln+MCHPszONJE09UhQViUyal567St86pd/lb71vPd9z/G+976Hy4fX+fprX6ade27fvc1itaDIc37qp36Kn/9nP88rr71CEJGrj13h+773EyxzuNPdoXcdPnrO7GlyGATHvFuwGnQJvT9BSpn88q5OLAn5YHO/WH3oEzsCkVL4vGMR1oNLYJcIzN2Svuu5OrrM1fIane9ZNw3RSF4+/yqXR5co9Xhj8/N4lGcopkHMdpHbh7izN+DkFqJPAK+JtORXd5A6QyiNF548Jsy2NgU6e1SIptqG2JwSmiUsavzpfSjGeK2IIbWyV6FGI5nKMSOVRmkznYo/G3rWbk3rG/aKPTQPYEhvXQ+AWoUcEULA7B0gigx/7wYqr8hkoiL2RY658jgmq9JQIHg616ZQLFFiSHkUKniMyilVyXQ8RXpDIKRCS3wz0Z1ECoOPcQPgggTHOj8+5+T2MQ1Jb6EuRUSZOpmlLin6E3SeI8yD8UdrG5RWVLKEACftCbvFLgKJUilASnnDjS/eRM4MxbZGFkk8W1JwpbyWbJ+D8BigDDmFyFAxjedS0VmTW4/MS7xW1P050iiu5Ptkr54j7i0QmeGxP/P9LL5yi+Zsgb97RNE0sLtLu7/9B1s0hAhH5/R1R7k1Qu/OoHxX/PhHfb0zTkORsz3b5blnn+PS5ctsbW3xF//Cv83P/+IvUk222L5ywJ977qfZuXyAzhUf+MhHuXTlGpCCcj700Q+xu7uDyTIm4wnvfc970Drjf/CzP8u9o/v8wi9/it3tbf7dv/A/4/LVQ8bjkuvXrvDhD3948xguXzlgMq6YTbbQWvO//d/9e7z41S/zS7/2y1TlmPe//3382A/8MP/gH/xDPvvZz7G9NeODz38QGRR5njaci1Ne092jlAULOycCEzNlpMfDb4rJ/y0CtswZX7tKOL1NHG8jpruY569Tf+p3yFCgMlSUBDyZtQSlyE3FOJP0viPXBXfWt0EIOt8x78/YKvfg6etkl67gv34D+/VXkKse1Dn6qV3UpT1MVdFGwcnqhDIUCCkpshJ96RJNnSBA1ne0dkXrGqy36HmOcgYxUeQ7ioqKqV4xnu0RioygHUFGlBoPwq9AJg3TbAsIGDS5LjlanvGFz32BP/nDn2RrtkVmzAZIs24V2nhO1+e8fONVztoF3/HBjwDwwksv4q1ja38HPSqYLxc8ef1xmq7l6PSYv/43/kv+8n/wl/n8lz7PZ377M5wdn/M9H/1OXvjKVzg7O6fvu41lsmt6PvSR9/PyS1/nq195AVuv+PGf+lOPXJMhBubdio9fe4LXzo554bWv8/rpfX723/zv88WvfInrj19jd3KZURY5uXfOs08/w2pR8zu/9VlefvEV/p3/+b/D66/f5p/+f/8pl65c5ulnnuTxpx4jxkjXtTz9+FMcH5/wxd95Aa01H/34x1jYc1qflOm96yhN9RBbQtOHtIG4kOBTSiaMtRnspI1oUUKxnW+jheJOfSelKMbEK3DD81+59RA/LzHKYH3AKkfEo0TiBVweXQHSJmUGEdybVwxpYxTjPSh3EDFpC/Lo0KfHCJ/SRL0LqOWSiY6o2zVvjvAIUiLKCjU5gJmB3hJPu5R6KhJZEUhQLJltGBAXjyjZZkcYofEhoMQGkbbpeEGyzCYnDQ8Qz6tjwmqJ6D2U+/i8RPh+0HAAKJxPTqOVXeKCS3odKfFDpkapRmRZTnCO4NLMP4GRHu1k9qHbpG0mPLyldSlgLNMFna8xMufo3hHn9TnxwGJ0ZP2GTZAnElCr0hXZ/fv0O9cwRcE2Scza6o7OdkmsK3SClsWUKln3Nbb1sFDECKOdjKwySCURKDKRbYTIEjmg3jUjM0KiBopsjxEZW8UO8bXfAW9xRYmYTtk+uE748hswb1DTMfqZa8Si5fAw5/VX16waiywqstNT8qrEVjlB/QGQF0MgdD31nRO0VsidKWI2elfH8G2w3lHRkOcZeaF53/vfS1VVGCP53u/7Ht54/Q2ysmJrOmV7a0JZVSip+MQnPsre9jbO9QgEH/vIR9jZ3iHPM6Sc8tGPfBQQfOd3fYIbN2/Q95bt2RZ7sx1m+zOyLOP69cepRhNiSJPoq1euYvccuckJwfPBD3yAPDOcL5Zobbh06RIHewd89GMf5vzsnDIveeqJp9jd3yXPcjpfpxaxbxLBEUEXevSAoHUh3Xh63w1e9wyUJugMq+aE+gwRLGZ2AJ1FRIELjjak5xhX54TxFGEKcinZyrfT3FOPaHzDRSCNcoH+5gmi7hBSYp5+Mn1oekucL6E/Rk9ryqlh5gL5OCfqDJOVSJmniFggDqJUGE4xS4vMoZiYFEkbMqoo8ZXB5po+hBTbHD1BJRx2LjRSSppQJ2V1FDjrOTo54fGnr6GN5vz8jBu3bvDCl7/CfGX505/8Meq+oWkb6pPFRiuyWq8ILsGGkHDt2jW6uiWK1KH40hdfIMbIV778Vbqm48knnuCZ559BTlRyFgynY6U0165eQ8pE3lvWa1557Y23XJNKSg7GU4SyFLZlfu8O906OIUKzXtG1Pd4Hsizj8PCQ0/NjnA2cnJwyn6+IMbJe1azamsuXL/Oe97yXg8M9lDJcOrhE9JH5fJH0Ozfu8t3fraFLmoykQI+UqsL61F6XQqFlir++oFBebJs2WAo1xFrLlEvRuPUQpX0x/X6wkiVPUgyK+hg9C3uOETrNxWOk0OVg8esQkUHUp9+qRYiRKAdXjkjjNBkNlCO86yEEnPDYKJGTESELeDEIF6UaBNACkRVgclAGWW1BvEsM6fE3Q4hVpUcJgPWmx5ConkNuR+wfAkq9daMQg8hvs0wJYZFiqHemrO0cEZI2BSEG6uhwmg9J7Oy8J8gcGyzq4tVNur/E85CekD5AhNAPRNILZHscsORqY5/uQ0fbd2TSEFawWCzpZY8uI2VW4gqIdfoFpsqo9Bayv0svUmx1jIGZ2SK6cyyp6FdSpQ1fSLqlY7Focb2jlAViJxLz9BxFECACHR2jOEoch402J3FiAoEoEk8miZklcvsA0bZI7+DsHG63xNMz5PYUcTCDsUIEy9a2oW/HjBcWG0CbhJFfOE0Yxq6/nyu0Fne8wHeW/NIOYlSA/gMoTt5dv+/rHRUNQkJeGa5NLkMUxOC49sQVnnriifRBvbiEpUD4yPuff4YYAs71KGl49qln8CSxYJZVPP/sc3jfc+nqJQ4u7W8ESBdQJ4C9/T329vdwvocIO9s7G1Gddz1lUfKhD6dT7sOnrA996ANEHyAKpNYcXj6AELF9jw8OJSQjlWaT5ZBOqIVOJ/bgqN2KXBVMshlKKnqgH1X4+T3E/BxVjhO9zCd0cOMbhJBMl2eEK0+AStDWsZ4mKFA2gx5ykVE4hTg5I752h9B16GuHmPc+g5iMoGlpv/gSnMyRZyuy3RG7WiNDIOQRjMfHZXqSzqNyg1YFWnTDBukwE8NoVjDLpoz7QBYCPeDEYLiLIeGKhSTKuHEctBaCgBAFIiYypSiSnqBuam7fvs1nfvuzfPFLX+a7PvRB7OAkEQ5C1yOrFOIz3Jdp2jUCwape09seIQTz88Tef/21N7hy6TIf+fCH2b96yP7lA6qyQgiJc47FcoVSisX5EkFSUp8tV49cj85a6sUat2yopUDnGSEEVotlwkoP8/cQIs45rLU0dYsPAWsdcaDcBR85ODzgPe99D+95/j2EEDg9SyLF1icx4WhUUS9rtEmY6oevtQsYWXrucdDWpA0vBSLpIQugTuOD6IjREGKkds3gDhEbkejFuqA8RiATGW2oaV2LMmO01An17Vt8sEMwXMPITJiYKWEgMl5syD5u8Ecbe6gQgjDdxgeHs5Zm3dJnNWJnC2/SziqFQmmTnEIPOVrwFlFtQbwN0W9Cp9RAPvxGYwc52Hytt6ng5YFG4sE4UyCHx5n+KJCjLeJiDqEhjivq9R0gIuSQBisUMqbbmZEGQqQLLTa6gbkyCBLTjyPTmhg9AQkh2SwvtA0XaPOL9/KCfeCCT8WgKji7vyLESF5kmEyk/JEpdLVFrFPei8k0AYV1PXVoIQpm0ys0vqFTHUZojEiCZE+kPmloznogMt5TsO0Jwie0fLpKkv7FXMTPO+pQ40LCgWcDffRCI+SDQx5eR/UWdXaCeukF7G2LuTJF7c9gd4QbxhujsebaYzPalWW9aICMdQeds3jnCVKk+0KZfXMb7r/Kcp6wbnDHc5RW6L0ZIns30PrbZb2jomHVnNPLBBjJRE4hC9puzlhPIAb62GOHD9/FJhwGWE/0AWc7IIDWBKnRKNp+xblvkET0wDrI5QPcabJApfCbfCDtEeNwUxmEVAMC+O3CelywNF1DIUu0SJa3qnxU6BRjpHFr5n3SH9xvj3DBUaicLrRcqR6jdWvWwhEnGXmIiPldsJawSvNJLVWiJFo73HAe3AS10Gxlu2yZGbqxZHfmrH/1s4y+7wOIxx8nlHnaxLsatMR8/H3Eu2f41+/RvXaSNuHVbRABMkNXVOlkcbYmm5WUTFjFNeG2YftSRj7OmBZT9swMffd1qBdk+4+BLFKIlhBkwtAHi0IQVQoGPa8zJtUIISpMlrG3v8uN127z1BPPcfnSFS5fusL3/LHv5d/9X/4lpBzsoLmmywLd8Rx9raS3fSJXRsVrb3yN/+Q//c/4zk98gieffILCPNAjdF2HlIKiHIhvQpBnBq01p2fn/Mq/+GV+4ef/OX/8kz+BUQYtM1r7aNFwdnTGrVdv8bf+3/8lf+bf+BmqqsRoPdiB07WhkPRty5deeIH/4r/4a/zxP/5THOzvIjcbEuhMszMbk2cmdWvalp/7uZ/jq199kY9/7KMYY8iGxx7sMIZQSSTY+47T/gTr+w3J0UWPURnW92QqY5pNmWQzzrtzFjYVfCEGTttjgGEEkTpWD1vyAHzw1HbNql+wW+wxNVMqNUIJTR3n3FrfYKLHaXOMnnWomZgpfexRA8Y4Ais/J/qAlCkCO5N5yiIIARkF9bLl/r0TRCnJzcMb+cXnljdtFgK1NUN4h4oSNQjtJsWU0+6UnXyX6hvEdUshN6mqb15+UPVttkkpkVKjRMphCUKglGGr2OV+c5dKlFRqRCYfJiqG9P6K9Pk3wiQdSYwoKdBaoEi00AvMuH7o3iF59OCSnntyJWQyozJj5k3N7OqY8fYIIzUeS73fIGtNv/C0d1vWt18h35uw7hxdH5FesirTNZwIuRoVJZ3vUVLTzmtUITAjTTBgbIE2kixLOoxcpg1bIGhCw8LNOXfpnlWYih218yiIywcCPUJrIKe/FSg+8n7is4c41RNDz8PtF5ODyQ2TvWRd73qwXzuHozXr2uKjRL/n+qZb9S2tGImrhjBf471nsjeDMn832vrbaL2jouFiZWR47znpT1j5FT7vOW6OyWTGSI85D2fsDdHCcmjhXtAThyuOuF4T7x4Rrh0wlumEKIUa8t7TstFuqv2N0jZ0rPolLvRcrq6SPuLf+AL2MdDYBq97pnob8TYG9DY0LP2KpV/T+Y6pmeBJc9W1W3PU3qfQBa2rESpDxYz27JjyBz6Au30fwoT8YISO0IS7CNdhVUx2Qmmo8in57fvYL71MODnHjirKv/gzRCFobQ3deiOSIwR86GFvjNyfUsj3sO7mlNkEQiDWK9TRHfxYc/Tf/iLl/g7F1X3GBztMH9sjjueM8y1yPcJFid6/hDyScP8uuVIUZYW6/jxds+KkvU/rOmrvmTeaM6+pENC2HFQlf/qTf4L/5K/+p+w8ccDzTz3LJBvRdQ3BpcItK9JGcXr/BONarG24deMm5ShnLRb8zq9/iY9/4uP88Z/4KYq84IWvfGnzmj/5xFWadsVXXvoKe1f2uP3qbc7nc2xvOTk+4Td//dP8hX/73+TDH/oYv/kbn+bOvftved/unNzlSze/wo/99E/yI5/8Pl558Q1e/Oqjl7THc/vuHVaLFU89+yQ//ed/ipOjE371X/wai3mddCGdBZkjRGpi113Np/7ZL/Lv/eX/Fc89836+9rVX+OrXXqTMKwo15vroSazvqX3N68tX6X33lsd2YdFrfUvucy6rCbku6FxLpjIymaVZeUhjsOgewJwe/IxAjBEtNaNszJXyytDWh9Z1rGxNZUbJUhd86hh4y3l3hI2RQiV76dKumGYzgrLDxpe/aY4fUDnkU0W38MPnrGHlEqxoK59RyDdt8gIYV8SmB++H8CQYiZLdau+bCBy/+dp0bQiE4Cj7gL/1Kv7sCMoKdg7w3qJQXC6vsoGpwRDW1XPR8xTAeX/OTr6DJJEjQxDgcjAJDZ2CwwyPIuMjDzo+6eulKqhUiRYZXWOZjKbsVjtU2YMDyGy6y2o0J+5JlJPUN1+nthPmt88os4pROWFxuyM/BHs3slytiD1kSFo82Uzju0CsJdILupOW7LmKUuYYoYYsn1QUnPRHLMKSXqTQq4JqwG1f9PnSMqbAfuU17Ou3yK9vIQ5zfFzSWY0LejgwLdkx2yglQHrAIgTkGTz57BazieTeGyf0IufMOsj0t1409I64alAxMj7YgsMdeBfi9G213tl4AsFYb6UbQkwI3dA6MlGyVx4CyWa06paM1QiVSYgpcbDxLTt5Gi1Y18LijPjGbfQT14g+EFXc3Gjc0Eqt7RIhJCOdEvUg0LuePqSAoT5aMpETiKzsksbXaKHYzQ8eORXFGOlsR1QJmZw6GGmUsugXrN0KLRM62AgzFDoPlhSSs+6I3WIfi8PFNbEaE27dg5WF3RECjRaplbz2S7SsyFROFjTusy/jX72BfP+TmO/8AF5EXlm8hPeeS+UlyiEo6pEVIzF6fAhkMmfVn6VTlI6wP2F2+UkmskCu5tSn9+hv3+Kxxy/jPvwYUufIqNBSI2dj4s2XkdffkwJsFkeEL/0acv+QPB/jY09vl7hYc1iWHFbXKJYLVN/xvu94P3/uZ/8cf++/+rv0nd0UgABipLl6cJX52Tm/dvwp/sr//f/B9uU9ooTHrl5nUm7xfd/33fzVv/qfc/vWbfb39ynKgmff8yxCCH70R3+CX/rUp/hH/+Sf8iu/9mvs7e1x5dpldna3Odjd4we/83v5m3/jb3Nw+E85PDwkNxozSxvX3mhCrgxXLl9BScXf+q//K1768os8cfky3nXsHzyatXBwsM/WbIt/+I/+EX/1//x/YWtrC2cDTz/zFC72lHnGdDLBmJRIOSrG/MCP/iB/82/814zHY6azCZPpiCobE4OncQ29b+lDEjQmax1DIFvc6BOkSGFRWmXYaNnN9jgO9zehXDa6xD3x/SbaGi5SPoefR8RFTzegrjNtsCFh0DUqRUc/FCOey0QWrUPLyqfCox/0Fj44KuNBR0r1oAhw0dMrS5+19CtH5zqcSBHupazI5ZstiGl575ClQfSWrA4cVJfJBjHmt9LC3nyPlGQoZFvj7rwOTzyHeuK5tJUPf+dBJ+TRE6pA0rp1GttEN3QvM9Y2ZStopYg60vQrRJQDNOzNj/VRnYVCIeUDu7jWg2aAN3dfoJKjZLvGUeIpn9jG9MlF4/uO5saSbgmUkmxXEYzFhZ5CGvLcIOJAl40a+/WO9WsNvlDMtqfsHs7SqA7YyXYxIaeOdQpEQ7H0a2JMMfMJhJZjv/IGYV6jxjmiWOPKCucjWgqMTo+91FOUYEjalRANRqTCQQnFzt42o2rM66+dc57pzXvwrSx/75TubIXINOXeDN4dS3zbrXdUNFy0DCWSKNKIIFfZAAlKNyEfPD7bZeXXdJ1NCmKZbRLW0s9REBTBCnrvyXkQ3xtj6iwEAlqmRLpAHNqTkUKlGOo+9JsPkEAO5LwaKRS7D3XotNCMTcoAiAw30dDTuDWZyjjrTsiUoVAjSlVuPO8Mfzf9fMFIT8lUgY4BayR+ohBP5ITPvIRyIX1f3SCmu0QzRjcWvTyB8zXu3hrz/JO4wy38eEi0qxWFylMC4zf5EMYY6PtAF/sUyRsDITq8WCGf3Ka/K3CrgkpKxM0jyg8/g9Blot+FSFSKXkm0UcisQOZjIgtEcJTrRVKghxasZ8e0lIsz9Mkxou8pR3t89/f8Mfb2d2mamhAcUUS0zNjf32GkDM9cfoyf+ak/ga9K8iJDSsnuzi57e/soLfnJn/xJ8twwHU3ITc7zTz2N6HsO9g/4+Mc/weGlSwhgMp3wvve+j+eeeYbRZMRHPvExYiYoRyO2trbIjObi9PeT3/u9XHvqSWZ7e2ztbPPnfvpnyPKMne0ZMYLSD2xbEklVVly9sst/78//eWKMjCYVMcBsNkVIwbPPPcP164+zt7tL9IFMwg9+zye4fO0SCCirgsl0jFEZUgpCdAggVwUjMx50MHbTGXgY7uOCpbYrjriPEZqD6tIgqutZuxXdBVX0oTJVSrXZ/C8KkIuul8HQ+ZbeWybZFBA0ribSEGJESZ26Vj6JeT0BJZKzoA89hS6S1TkOY77B0VHonFE2wmVr1qcN2UyhjUrzfB6Aud5cjItSE7se1j35TknvG3LxLTUw03NXGhanCNsnVPtkD28MHrEhrz4MRHiL2FIIcpkRoqfxlnx4vtkmVn0odvhGBQODviQSfMA2FpVplJZY56nnDU3dAm9PLJQP3z80mNJQ6SSU7WI/xJBrpltjbNZiZT+QIEHIpIUxUlPJEfKypNAlXROwTWB12jHbHXRYskILw5jxpmuURi1mA0SLR+fEkzPk1hQ1ncL8dVASORQEm4c/vMcCv/lJLiZNltGSGDw2RGqhUsHwrRQNMcIAcRIxoooMRsW7XYZvw/WOPt0+uoG5nnLlXbAUukxuAKERSIyK6EzzRvM6NjiyIaVPS0WIgYu42BgVwSWRWpRvbWZeYFwvaIsXHww9JM2ZYDYnMjlkGCAEjW+ofU2hivQ9gwI8PvQbQgzYYOljS+ebBOVR1VsKhji0KaXQjMx487hQObZSiL1t+J2XEedr1O0zmC+gUuSxQy7XcL4gLFaIyTb6+cdx9ISQ9BdTM8WI/JFkwTev4AN9a6mbnjb2ONXjlSPKgG0d2XTMel0gi5LdrQn+lTvk9xaIfUksMrwQKRvCFEhAOofwEHYO6aVDWovxDh9AxIxRVAg7oGN9xN855vEnDrl69QAbbaLs+R4jSsq8Qt5fc1CMufzDP4yYTfDODq+3SDwHIj/yQz+YSk0viC7Q+476ZE45yXn+ycd57tlnhmcbN687veNyNeGPf/8PJRW9FIhMIzKDu3/KRz/4QdT+DrIsGE0qfuqnPgkk9biUiujh9u3bnJ6e8cxzmjzL2N3Z5sd+9IfTprO5USVG/+GVQ6RMXYFoO0S74umnH+fys9dxIcGIYgjDJpPwyQn3rRL5cbBYItL1cdFJSLZLl7DewbGTb7NfXEIJTeNrQhtoXfOWsQQxUqpiI94LwROC57w/J/MZ/RCHXQ4FuZNuI94TQpLrgrWrN7bFXOcYkdDdUqg0homRPrSUqkIiKWRByCJN7mnqjnwyfoBQxg/Fath81tJnL6ImBaHvYVEj98dY51DRpdP522iMfrclrIdmRXQOshIx20uOmhC+4fdcRD1fCChzlSd7cOjTPSQGlEwWRn/RvdtwGeLmeV0s27sUuNb3hDYgtEIbiXOB9XmDCz3VqELpB4LXgE/sKyGH6UZI+gupMCrbuInkRKIzw9bWBEue4sFVRmvXiGGca2QqNOS+YJSNObu7pqs9XW0hZUthpMHw1ntHejwCpCC8cR+ZGcT+BGYZNAVCRqQID0hpA29nkO9evAvYqAgxxaev1j0nq561/hYZCjFp2vzZEtf2ZJMKPane7TJ8m653VDQs+iWTOE3EsdDTuJadfHfT6pdDS1YrgxGKXJaYoeqv+zWlHpPrlEkfvScsV5TGvOWGEEgJhkqqAd/rUQg8kS50aKGostkj31OpEqtHnDYn3JG3uFo9Ri5zet9z0h2Ty3ywxA3+aWn4+uJlRnrEWE8p3kSBCwPNTYoHNwYhBDZafHRUaoS3Fjmb4F65g/38ywjpEVmOKAwuKxBVhdy7RPax57C2S9qLoTAZ60cf/8Pr4vfZ3nF084zgerrGEsYWMQuocUIPd6s1fezQZUacZMjDS3Sf/gL6vZeQ1y8jx/u0fUrLUx5YnhLO7xPf9wkW5zcx1ZTed/SuIROwzmZoUZAfXkfNG+xvf5XM9fRPbdFmgdZ1dE1NqTxKKuTNe2hhkIc7ONulGOqHn4f3GCU4v79ivUix03uP73PrpTtcmVjywwPY3icOrXNBcujE0znu019HXt3BrmtkWWAOdjD7O9T/4rOoj7wnFSitg+ARyqDUxQ1Islyu+Plf+Hm+/NWv86Of/FHKytA1KzwerTKij1jviEQyZTjvl1gadoodRq2Du7donrjO/cU9ohKptewsWmiyylCpUTqXRUcudeqAmZLSFCihWLRLart+pHvgo6fz/aZTV8iCnXyHzjWs3/R3bXAYaZCh25S6PnpOBuEkpG5EHy1jVTHJppSmhKH7V8gRgRMgddpGasw0n9H0S4zMNxvkyq7JB+RwylAQFLIhlGmUl4oDSetrPJHWJkBVoauUveEd5mBKuLkmnK3QMjEj2tBQyAJByoG4aPX/biMLIQQcnUAuYGufUEzxtt8QD7/R918MG5O2ScJga85k0o64aLEx0Lo2pW1mCfwViLjgEdIiyDa/Y33ecHZ8znq9YGfngNX8jBjSYaiajNh7bA8lNckUmu5dra/xMZKrPKmsgqewAe+T5irEgNMWeSkgcSm+WhRUA5NiGc6Z5WMqPUKR7nvKZDShp3U9Uiqq8duMMd/m1UBEUAr72m3Kn/hO7MTgmwV5+WAkdUHUT4WORZADaiOM1CFS9z3Ht5acrDxzkWG3vjW8cwyR2PY0d0+TsHV7gpy9i4r+dl3vqGiwsSOXGW3o6GIH6oHaWb1JYPjY6EmSSEnQhY6FX2BjYFdlaJ2hdreRH3qG22vLYZE46hfr4Z+lUJuOgiKBY77RkiJ5nq8W1zZ890gklzkTPeFhiLUSmudm7/2GP0sJjY09rW8oVLl5TJnI4OKUEgLq0haiWRGrnux6gVLb8IEP08iEtzaywNu3CuW+2fJ4CNA3lrPb58wmGTkC22fQCUa7BlxkXTaEM0fdttyYLvjgn/oo8Z/8GvalE+TrJ2RXcqbf/UnsF+4Qjm/Bpev45z7KYnUfoQRH7X163w35D4an1TVctETfw7Sk+tHvZP13f4Hx9i7VzgxvBGHk0nlOKORjh8S7Z9S/8ln0970PG7oBiPPg/Tt199m+vMfe1a30hQinhWYtCuzdJdxf0k9n2G3YzqboG+fEu6e4seZ16fjSa1/A2p6doHlGjHjsyScxBzPa2BJ88tHrEPChw4UeZTJ0JvnIBz7ED37v93N47RCtJcElSmL0lrvN3XRSVyUm38XbJaXO0XdvQGsJJmfezVnZJX3bg0hagUJD6xvuNfeoXb2BUFVmlPQFFBSqIhvNOG/v0rkOO+gVXHAs7ILGr6lUOsVP9RQzVnx98XV6n1DSWmqqbERhCvqB3OmEo3HNRjsBqQvVIqjtmi6kQlYA1ZDjATAxE7TQ2NCToVkESxc6sAIlDIUuHmmnE5ONGaC2a6RMOGchBGM5Zqwmb7lW3XFPlApGGcE7xmpC51u60FHHFJc+0rO33B8eWUKk8LjlObhzOHiSoJI4dHi2PCpUfNO3I4afHxjO/CiZMVI5itRZafp5wpeLtIn3saOQFc5bGt8xyfTmd4TgUFqy/9hlDg63ufeawBhJPs7Ip2ZDj1z4BSE6DJqz/pyxqXABpEguB5tLOndK53uIgrGecKAP6ENH49cIIemC5cQesWP2sNFx1p2ksZEaXGR9EhuYXDHa+lc5mQ9dvtbiC88qrDBx+ojAHDI62zPv4KTNeWKnpRQghMXHQNsGTl6fc28VWVQVbjwG/XtwNzQd4cYRwQcm1/YTj+ZdJsO37XpHRUMpE8e8kAVGaGx02NhRiLSRX5wENjkDQwRrLnOuVY+nM9ZwyhGjCvH0E7xxf0WpMiY6XZdvN6P83Vbt60TYM9tM9WSD6ZVIMmkYmyqF0yA2N14lvvlFK4TAkGLAW98kJK68iJIGmjXu/qtQC/SzjyH1FeLJG4j3f5Qu9OAjEvBvUtY3rmZtFxRmRCVLGjunCR0OwdiMU4LhICTLJobHPnSNrAC7dJhCo0pJKzrm/pTQQfQP+BRH83uMn9unLA8Rtad/4xbt3/mH0DWY9z+JKHYIzqKF4e76Dmu3Jsa4eS3uNLfYzncxImlEEILyJ7+P9osvIsMh4soOEbi1fp1CV8zGM8yohJsnKJPjesebQT17xeHQEk9zYuc8R3fOCNMRcrFC+5q9Z86Y2QxRH+Pv11CUFN/1Ab78C/+Yn/zTP0NZFNx87VW+9Jnf5qnvei8+JpdAEqJpFvaUUk3S+MwHlDQ8/dwTaJMhREwEQO+HxD/PNNsa/Oyp/b4/ukqmc1gGrO6pdw5RPlnZtNTDiK1gHTuW9R1qVxOGEKppNsVGS+97RiSi42l9ByEEMzMlaL8R9ippyGSBFAoXLWu/ZN3XA/Exw0jDxEw4LC+njpia0LqGtVujpWbZLzevayRifdIobGUzhEhI6qVdDbZnxdTMKFRBHzrutndpfIMWilyVGGVY9AvGepLSDkPAu1QEXdm7PLSxVRp3XJAd3/xZDAH91BP0L3yNeP8E9f4nBtKjpHEd/WAltLKljTHZnr+BDRPnEKdH8Phz9NETfJvgRyJt5h6PjG9vq764ti42fTUUDonq+PDnPCVseiKZrIbI8z6JWYmbskZK/VDnCvYf206/Rz4QeNZ+TSly4hBpP82m9K4nl4bcK1TrAIlSE867WwBk0bPwC9TABzEqxyjDgdnfdDqNzjY22TrULFnQ9Csk42/caRlsppD0Eqw7uk9/hfix92KVR7g+3ehjRK0a1pWkbhS+DlTtKS99+QQ7dB6kVsgy52w0JexoghQbjcS3tNoev6hpljXVdITYmSJ+L+6Ld9d/5+sdFQ0XQ4TUspfImCr2lOEgkvJ3086PwwxVv8UHLaREKYOQsJ033K4dM+OpdMQIqEy2gc98oxVjakmu7YoQXYqDVSmAad6fI1SKrVVCDR7u4QMfhkbw4KLoQst6oPIZYSh0Se8aXHRIach0SZmNUU0D9RrR1ETbp3CZ3UvEkUBUVWLvt3O8loT+QkHx1sdvpKEyEzw+WcOEQEpNJtSGb3GBDpJKMJpIzu6d0q8s0/0xhc4RUbAWmm4NzvbITLOVz5guamI1xVUZMQerLjN+7DKh84STM8LRnDDJgZg2PDMbZr+W1rUsRIrlnZoJlR4Ro0JtjYl1DzYMLAHLwi6oXY2WhrEMCKWgsQPq9sFzFkIMN/2H3zgYzyqmh1vUCmyjyC9dT36Vdk0MNaJt4fSEbrGgqipGozGmGtFrnbodvk8wnyFC+qKNLkU2dGcFUitcSEVCmsen/81lDlI84HoIgelqxPE9XAQ7GhOkQIQ0xupD6hSs3HrY/MVG8AgREeEgPyTGgI2WRb9AC8ks36KUFTZaGt/QuJq9fI8QA7Vf0/ia8zadQm2waKkpVM7EpE3chhREpaQehL+Pjn7SS5n+mfdzjDKb59T6lqmZUapqsPIKSu3Q0myiuvWASL54v2zvWNctUukhYOzBe/jN7JNie4LMDXG+JN49h73RRoyp8QgENvQosm/4Uy7GhtH7ZB8drskYI1K4TabGxeO4+OxvAFVDi/8COd36LoVwDT/7IiRLigQ27FyDGuiPparSKGgoOKy3+GDT+KsO2N6jlMD1iQBqSkMbWlpXI/WYSKTzLQLF2ExQWsNqjahXxL1ruOjJVYENFhcfdSCF6HE+4kg6i61siD0XchBst8zFAp9Hll3NK6/cYFbN2N4fpdRXITbXXYwxFb6dhbMVtD3Fzi4qtgko1nV0xw03796nn5Q0bcS5iMgki61tAqAWNUIKfDXGGZO0P7+Xzd157NkKd7YEKVCH26nD8G7B8G293pl7Qig636UbyTD7+kZtx3Sif7vbjYCmIwqHLEfsF5KX5pZCRcoYHxEsXqzkv3Zv4zRIp4mLk/mFAO/h04gQ8pGCBTHAf2MSQHW+S9z/YQ4qZfLq+74mRIFWljybQbOG5TmxS3Q5UeXE0Ra+9CAVWBDVjNDXb/t6XCjWI0nMGUL6sNtBD6Jg6GIkjoUY4DQSQbvoaOselSVyoxTgO9DOYHJLNs7YKXYpj16nP9yjFT3egNofE8sxru+I9Zqwaoj3TpEHMzJpMMJgo2XtAs45WtcihUiUOpE2m1ylQusi4nlpF9hg6WLH2i7JhKYcFXC2Qu2PHpnNv90SSrB7aYvx7oSu7bFIxHgnFXGvr5FlhYiecOM+W9WUW3duY7RhfnbK1qhA1CtkORoolmnjzGQ+dLGGTSWktMc+9kMuwtB5EnI4eT5sCYxJ/Lk8J2zt4vOM1i/xsUMLTU/a1H3wlKrAEzaJgcSIDT0jPUYKwVl3SjfYMCtVUagKFfoEXWI9FAwNAU/nO7ohBvli8zZDR6P3LSu/ZqpnA1HSpFOiuAg9Gh43AiMUjW/oBxR6JgxuECvbkBwTNtjN58RIjZEa9RA5ENK4w/cPwFJvdkm83dcBglGIWY5YL/E3j1CHMxgcAGHQIwUE+Td1CYkNEM17N3xFgkjEBRvsxv2weUzf5Dq7gMFJIfHR0viaOLwmEBO9ldQdyFUxtO7TYwt4lEluo67rWZ6ukEpgG4vJNLNySufbJHAdiiIxCGozlSdTRYwI54go4npOnhmETAW3UYmu2YVU2LgoaEOHl54ttjcFk8NTh5qWFlUZAj1t2xJsROUBKTUyCogBJwPlOE/R8fM5/viMeHkLpTUiFtC39Kua47OeG6sOYo4NSY2hMoOdjpBNhyo8Xits+fYW23e64qrBL9b4rseMSsS0Qrzrlvi2X+8sGlsp5v05ALnKKE1JJR6dc4aBt+/wZOKtKXZSKeKd+zjrUU8/yVgLhICJztjJ1dsWoZHUEdBq/OjPIgUBXZxoL25uEzPlG3nFH0Bt0gnB+Z7ZQNgTQjDSY/KgsE1PaNcI1xBZPqi6tw+J4+0Uk217XLQEn2xxejSG5RmMZo+w2i/ahzb2D8YjUdGEFY3rkudeasZ6iidpBuLgPrhwIQgpWJ6vaRY1mZB0ITA+mJLtSMpRwXY+w3U1WVFy1N7FB8t2ts268bS6ZfTUAeK1Y/wLNyl2dsiGDIB0akuvmwsWEUs61xJipNSWIhsRM40A+q7huD1Kp7cQWNslhRoxnozwt++h9p4iyAtrXHzL6y+EQGvF/rW94VrQBCRd3VCWJf3xHHNpF2E09otf45nn38fnv/x5urpjO9c8uz8jOz9BTXY3rgYEjyQUpmIw4X4djkxmGJmhUEO3wW/cA+mCDUlPk+WorCDoyKI+xnlLqatNwXARUV37hi4mbHPvLU3osLEnw6CERJNO6YGU8REfckbc6+7hvRs6CJKRrvDRUwxOCTl0m+b9CXM3p5AFhSqZ5dus/Arn7eaUHQEtFBOVs/I9vU/6CaErHJ61XZFU8JbGNUNxZbBuRKkrSjVKxchwmaawLUnjLA+LFzfugJjw7xd/vijMnetReyNks6Z/4z7Fd76PzrmkbUFtiiKtkrvq7VccFHkpuVFvilaI0VOHBhMvXB9v+s5hBGqkeeixaTTJSRKi49zOGcsKLRQhRPpoCbFjW+wMeRNy8xlFCKpZhTKa+u4xp/fOICZ90Xg2Yno4oXPdoAURKKmpzJguDCOrmCHNGLKAPL5L5mvYOwCToYTG6IwYHCubRoNEgXMWl+n0uLxLh4noWbuaKECMAnqk0F6yvHtOf7dGkWOCwASgKBlXY7QXuKM59ugUfvxDON8hlSbWNc3pnNc6xSJ6zHQ8YJsjXghEiGTH54hRSSgLfs8rRggRfzIn1C3SaIq96btdhn9N1jsqGs7aE4QQSeErVGK2q0R69NjBq57sYhq9mSk+XDhok9PdOMaeL3CXD/md0yS88jFpIBRvo2tAMHobAWSMni6sGavJcEJPYKg2NClXIr51xBG48HlH1nHFQciRizk4i4iRYF9HGUO2c0iYHKTkvFuvwfYIth8jKkMIHmx63BJB7VZEBNujLeTNVxDjWfIzP+S6AEUxQHIikZVbctqdo4VmZraYZVt0ruW4PwKgdQ1t6NAohCipxhXVbk4xS0hdUGih6UKWNr2+QfRr4unrKB1wSlHHlpEoOSyuIQpBEAVWKOwvf5H9n/gYd+qbOG/Rgw3WR8/KrlkSCbFDcJPOdYwe38MfnRLmgZ3n92jpOJ7fQwpF7Bz9/TmmOYdtj7zyOD4v8K5LmOJvsvKRoesUx2+ccqXvEYUhdB2x62B/wtPPXufSUztJdAvkGOgi8WsvIJRE5hpfGtbVhLGaDB0pS+PXnLYniNxwSRwklHTouN/eYyQLimy8YSX0ruGgvII+vo+rz1GU7BcHLPo5bWiZFluE4Fn3K5ZuxZXRde61d1MI0kXmAYIA5Lpke5jZn3XnaJL9UQvNRE1p/Aqt0kw9AJnK2FG77OTbnPVnRCJtSJ2qCyEvJLx6LnLc8Bm7AEdpldP7lgzI5UVYU4sHjDYUpkyWS9mw9AtW/ZqTuyt0lzEZTTjc3mGyN3lwao8gWv8AhvjQ56wONTpqHBZEZKxmm8+WnO3CMsLXXh6Ka8hkQVTgfI/1AWG+wbhRSkTfQps2Vy30ppMCESFUwtTDAMBKHYMkcByyGGBjofQk3Hzn240GZC/fJwRLJgtKXTEJM+619zajwAedlOFzID3Z2PDEs9eGe5vn3qtHeO/pfEvEsZMfIIVJnZA4iFiFSkTXXOMOd8jNVcbNmtXRqzgj6auKtp+TqQJv/aZ7OstnjPWIdT/HDs9Pq4wdswv2hECKuVdG01xbEKMgMxljOaJwBac35tx+9Zj9ZY22DexPyIMGAdb13Luz5v5xwL33SUzdk9Ut5nxJTqDMJLWDNgT6IsMXvw/R1BHi0TnN2QqTacz2BPa3fu8/9931R2K9o6Lh2ugJWrNiaRec9PdZuBOMyLk2eoI+2HTSiSDUCEeXQC+yIH+TnVEojVWauQ1sazgYC8Y6pLk2aYN963r0lBIJdLGld56oJD76NDckZV/4mE6QFwWLGrID5LqBeoWoTzlolshiTNg+gGqMUjoVycGhvEcuz1HNivDk8wmWEgH36GxZCUWm8qQ6tj1V35OZHBsjwT+aI9CGFhs6QvT03nGtus7KzgnRUfuEkq7tmpFOBVKMAaVywjpSPl5gKpW6K7IkxsDKL1nYBUbnTIotYjYCtUexPIFuhRRrRkYQTr4IWiC3DzBXD/GLFfYf/TZ773+C5cxwKs4eoRpmJJ99Q2TpF4x391ALSUbGdPJ4urkVHfvFIaO1Jdo12Sd/DL9cwv27yLJA7x4+eOLfwGM/25uQVxmntxa88tXXePqHP0Z8/Q6xt1Tf/aHNzRifXrtlXDCZPI0ab0HdY+sz+tU5erQDMIxaVnS+5fL0GkYUQws+oj3Msi3GeoJAcLe5w7w/p1AFN+sVO4+9l+rkFuWyQe3sMxlvMe+O0zhCafayPQKeeXdObWtSwmRBLnKMzJMYMlpWbsH99T0ulYd4ks0vjQoc836RunNmlPIQvMMRuNvc29iM5/2CsZmwI0pa1w8cB5d0OzIfxlMSJSR9sMmpL7P0teGTge8otBg0HYqZmbFd7HDv7n1WrBETMJXg7ukJ8ztnYBRRgtKKS++7+pYWshCKkaw460+SMFKVCQsfFSIEYl4iyhLepLswMmOcbw+i1bc/YUqpEH1PXK1gnEiefWiZ23O60LOf75HLauhupbFOG1p28x1ilI+4AoQQqCHpMkkeIyu3JkTLSE+SuNDXlLJglm0hBJz3pyzsHE/ksep66gI9JJ5swxpFAov1oefMnlLpgjq0FDINU1209M7TiBoXLUpoclUmG3KWgQ8oGVBYlrGjc4lou5Vvs53vUMmSlV+zMzzGJrYswmLA6Ad64dACDBmTOGZiKtauZi7nBBN5/Pmn+PrP/QpnJmP67GXGz1xO9yZT8PVf/xInpzWtqWDZsH90yrWn9ii3JglY1Vq+/OIp3dV9gv7WoVyb1Vvi6ZLlG/fRRqEv7SJ3p7/3n/vu+iOz3pkQMjpKXVHoahDg9Bs3QD9w3C+CY+RgywuDIHIjiAsBsgyflXRBcHVkqAwoAcSADW6TXfIg4vXtbjjJNjY1UyIBQfJlG1K78SLsJsZIsD3q/m0IDpEZYlYQdi+B30vWLjOcUmIAIZEmI5y8QQTCzkHSWQyHkYv5cDFY2wRywMyqxIXXGvwDF8EFREcgYRDQ2YECaKRhpMfpRugaCl1SDbCsGCOu9dgzT5kVeN2i1Hhgz6dAJhc8uSzJZZHyIIyGaYFVWzRtik4uS8l05zGU0oR2jV8f4Z7dJbYz1J1jipgzvjzmvJ9vXtkYC6Io0LKjsTXGaFTXIRb34Ss1+eEOj0+fQtxZwI2TNLu8dwb7U2S2C22NuHMjvQSXnxhGFo+S/BApfbTQnl1nuek97edepri0g3n8EHdh5RWaXCcwlHN9cqYIgy8lWEGxDqio8FIig6TSI0qZw/kpuu5TlLMQmBgZB4cOS/rJFjM9IVMZK7tkZe8S2hHbAkbdmuyNOf1TzzNS42FunU6gLgiUFJSqIFMpZ8WGtCG60NO5mt4l/LINKUXUxi7BnkigJ0ka7VxoJR4wBpKw0wWLxeIidKFJSGGV0wdLT9qUFZCLFO6mgFVwVCqNYTywZSqUkHTBYYNLTg69hYgSlQuysWF7OkVNM+gjfWcRWpBVBpVJTrpjJmaSBIjDtSiESrP34Gl9h5EZe/luwjjHCEqgRopw7xgxLYfyX6RNWH1jp5KyPdgWjyVWqbDXMkuFPwEjH+BdldQUQmJiBgM19qKIenBZDYcEaSh0xbmbE2NGINCFji70CLNN7xNRVkpFoUpqtyYS8NGmDhrQhQ4RE4m2DR197JmJEkLkpE/sFyXUMIry+FiQyXwTMjYxiYMidg5RqxOys3OmW3uMqy3O6uMNnEsOGhgtFK1vaULNuZ9ThByjMgpRQgTnHI1I9FEjDUamx6mUIjqPfnwftTNLIw0p6N64Sb20yO1dst0dlkKitGbdtSzuW/oAfYB6dysVDL/X0UHT4edr2ntnKC3JLu+iphXi3TCqf63WOyRCejKZDQVARHqFFRYGMZAabGxwQUZL7WIfLDY4ptkOYXVOdBalFSMtGGekjoBIsJULgeWbnQdJSOiGx5Eig40yKKWGzT5t3xCTIAgQ1hG7ltAtiEoRhEMYDXlOzB4ddwgGcefqHEhOkViUxHL0yEk52fze7BBIszopZNIyWJuKh/TIcdEla6NUGJkhUEl4Sbrxt4O6XgqJJKnfrbMIK/CrAJcCwgSkfKDd6EOLJA6JhSnwS1UTYrtEaonPS1Y2UOiOfDRONwRXg+9Q2Yi4vYu4fUbWRUYuqekvrIEIhRhU3DZYghHEgTYodY46OkIdC9ztE8K6QW2NsC+9irRXicEiNMjCELs2IYFjTNCrvIRhAwmLmlA3xGWDWDes1j1nZUNhPar3yPmKfGw2nAEb7EBa9AQ0UQpUUaFHHnl+RNzaR7UNOvp0+msDwuRENcxRI2iZ2sdyPacabaGzMc1AZFTtHIIlGoNUOVGkpEQRwZEQwCoKpBSUOnXPClXSY1naBbVfpSJgeJ8jKTDKRUkkpmj34cp23g7FtEfKZHfUUhFjwMUw6ClGaJna14UqEEjO7dlgx0t5FMlVIIjDDFxFP9gkM7oQsMETYip0T7sT6r6GSUTmYFUPWlAUBbrXSCVRuRrQSOlELxCDMyq1/TtvgYCMCj88VyESsVLkGn1tn/5rN9EfeY6gRPrcRAjim9AcbQ/Dz41aJo3JRc9kQMpfrESjlA/GXvHtpdbwoANYqIrWd+iQJZGhtyzFEo2m9XUSn+qCOBT0QSSdQSAhq43INqJuLVIWRxQpX6SNLVo8GJO0Ph+uV0vtagpdEok0BrxRCK+oOsfYN8Riitb5RlRrVEYMAY+jH3Qy23JGrpPI10VPIxtMdMm6i8Gg0UHAumY0ykBF6qbFnkeKImN9dEqczgizGW5U4a2jnY44FgLnBL0HJwSuyn7vBUPb485XuPMV0TryvRlqNk72ynfXv1brHQdWJRX9A1piLksyXSBDYtibhxTZxIgPji70zO2cSbaLv3uH2DXkeUm5OURcnEvkQz7uh+N503yzD0Or1w/2OZXhh8dxgW+NwSODTy6JuoV6BW5BuP5eLB0KjRxORxvS4xBGo50jLE7BOcL+ZWJRAXEj7hQi2Tjf/KJd2NpiTKrm6LrkBhhOAj4GIg6NIVMZpUq+8zj8bBscrU83IBstS7siOtDBEAWEbY/OzIDfTja72q/IVWLNS4avT3aIZ3cpxhMyWWG9YmkXZLXGi4DBUZUFxekZcbKPH08QLpCfWsppxbJfDK9HQCpPjMn65XKBKnNk3EVsP0783Kfoj46IHtT2BHU4o3/h64nL0QfU4Q7m2atQNnB6jAwBUYwRIwH5oOu4vyCenONXNW1nqW1kcWmX865DvHGP0c6U7WxCmZdY3w9UwrDZJEQQiHKKyMaEFz+NzCvkekX0HVFKMrMLl/aJ0Q+Cs5g2NynRN76G0jlRj9AiQ4kJ290pWgqYbsPsEBlqnO9w0dHFno6ekpQOmalEVexCS49l1Z3jok/uBZW0CGbIpQgxiVxtdCh50XnrNwI+iU4q+nCh3g94bymzAqXTdZ2LjEJV1K7GSnDB0Uc2KbJKJkiQc56Rzml9Th+7wbKYRne365u0Lcy2SpxynHSnABwWB4zKyZD0mPQ2lR7R+x4X3KZosCHhsvVg2czkAzdECB5Z5ehnnqT9b3+d/EPPEy/ggvA2vIQHK0SPGIqL9OeUTplslI63O0BsPnffhLWSdA+asR5zsztDCUMm07+1W7Od7VD3K6LylHpEaUaDi0lugsI0yWHigicXBiFzCjnCS0eu8g3FVCKT4JMVSgg6321stYUsmffnhByqfMb4vEauz5hcexqUJrjUDdKmSCoOERFSYsiY6hkTCrpg6ejRMpI7KPQk5WdESR4M8eiMnd0Ri2bBOlhiM2Jaas4WNTz5DK3S1C7dE+32lFPgoSig39uKMUVwn6+wp0tc05GNS/Tl3Xd5DP+arndouRSpFU7i0CNAGEHjl2QUaCEH6mI6LYzNjD50qNhTZRPyLKf7+gJ1ZQ91bY/GJstSYQbgk/hGeoZkbetjRynHjEy5uWFo2DgVone4pkbfeQ0yhRhvI7Z3KMaP422X7HfEjQUvrYCzHrk4Q8yP0Y89iy9HEDwEn6BAviN/iLT3dhY0IQRKGeT4Mr47xokxISs3LgJDiRHZ5uSkUHSxY2Xn+GCZmPFGkFaonCBTtLYHJnpCIUcoaYjDuIcQ0Xo83OzTyKPNS+R0G9E1HGY9lw52ub3KWTR3MPmEfLRDXuWI134DfelxMBr7+j38jY6dH31+UzS4eI6MDVMzSY4K/v/s/Xmwpel934d9nu1dznr32+t0z3TPDAYDYABwAcEFBLghWkiRlK0lSkV2bMqS7Eq5bCsVR1YcxYoixzErcaIoVmzJslQumUWtEQWRIgUSJDZiG2yzb7333e8927s8W/543nu6e2YIYmi6Khb7meoaYPrec8895z3v83t+v+/38wW1MiQe7DL5uV8CLMWHPgBC4Hf3ab/6EsW/9gfxVY2sLO7Fm1T/9HMM/sTHYe0MLGraZ1+g+dqXEKMxIJCbK2SXz5Bd2ITPfJ0P/MgzlJe3OVocc7J/wvxwjjrUFNsFww5S5LCJs0AiM4ooKWWBvPhkejPOXsKpiAstJhhw7X3ZAIHGL/A+MlrbJLgaXx+CNsTQg/kNxNY2DBK62AiDoyWXJToaZBBUOFbFgDo2TOwJ1jecKc4xUY6tfA3dOVJOT8oez9zOsd4vrYTL6waBVoZVPWLPH9CEZll0N75hv9oh0xm5KnCkgjiTaZwyMANG2YiT9oQYW4KP+BgJIrCInkG0hC7/QkjNKbocwNlIbB1OpvyK2/425/sXGZik9Wg6qudK1n9AJNiEBULQdQ1bRvkKpzqjmFLCoJ8jooVFBf2sy3QS5OKtO9TyfSkHyKZGNGn00voG2YmtS937FiXDb79iDEzak67InqPUiJEZMUZw0Bzio6fyNW1wKTI8yzslREBEMDJ13xo7RxIwUiO1ZOEafLAYmZOpBBBTXjN1066wUhhhaFxDQ5MgWEKjTY/s4kW48VoSTAefhKO5RuoenL3MMFsliz2KMEAJgbpzG1NPEd5SIMAYeqtjJkYji5IyFLg7r1GsbdDLa2xvyCLkHLz0MrvHlkVtsfn/SOOB2N2x9k+Y395PLoxRn/zS9v+w+OyH6/+v1zsqGprYYmObBFZElDD0ZQ9P+YBLwuORnc5AosjIEnikW7JfEkcloTlOpMXfdgmMzBnLtymPpcS1NepoFz05RuuM5rF30YSGQESLSNlhnN/MlBBCoEyJvn0tRd8+9m5aIYjd15/mXtxfMNxbD6JtYwx43xCPXkZdei9RdJ5zQafs99iYbtSJktmj8XMmdpKAR6bPwAxpQs3CVdSLmqZqgYj3M1zIup8ZlwLBGAOx61j4bt5dZ4J+1GSLCfFgn/WLV9gLjpV8lVL2iSJDfuhHCd/4ddpvHhMqgdne4Gxvm7uzN2hdk7oLIQn7zo2ukH1jj3BjB+EdxTOP0Hz1VdrXbkIIxNZB3iO0ljo0ZL0M1oZwK2f2d38JsgxcILu8xeAPfYhw7TnqvQFxVlN/9VXUqGT4+76TuhQ43zLs9xn0evizjr3ndokbKyzijBD9MjMASGJQYqIf9kYIpVjYGcGG1L7W5r5rUXaMgoJSaOQog6NdijbyyMpZtsZ9dLtDVD1sFMz9nEE2wsTUWTAio5A9VkjdgZIBIzXuWACKtdwwjxYNFPI0S0WyX+9R+RQcVXbXUHq/ukRCJG2099wLdM4anxwUw2xMjJHDdh9IGpC13jqZMBipWS82Oaj3GJqMtstEKZEQGzKZsfA1c18hQ0pSLJFIF8EFyBJ3ZeEW7Nd7hBgYZyvdwd4vtRY+ejKhGakVfJaEhXVo2K/22Cg3ycRp298Rg0KvZ7jb+8QLGzDIH9SxvGl5PIUsQCmiCihl0Mpw3Bygu/HCwi++zXvE263EsRCkbsikOaaxFRf6Fznfu8hhvcfcz2m7PJul1VOkcL5552QZ5qsshOf4ZE71siW7kN6ngRnS0z18dBw0R12ImU7FhMzomxIRFdbX1LEmusiqG8OFx5aWTekcxWzOotpD3HoxCa1DYNRdEyIfweYFKEuihLqeEmdz9GSObltU5YmTgLx8FrzFTHcpFg0IwfD9V5hj3myG+d1bzsPBhMn1HYzRmLNr6I1xKhgern9p1zsrGlyLDXW6oYTO36/K5djiFOf6wOYsYupIIFJLPoRuvOGXWRDfVpDNfWuZuAeoucMc3SHmOe3Zi0zDjEW9S2kKCtUnu6/QeMvPiaBaT/CBqBRRGaK7tyEnu1iDUtDiunCfBF96c8EgTpM2W0c1PyFkJs3dhUIiOzJgjSKRBiEwa2f3uBbBoWVOJgsqW6OEJpMSR4Xt9BwqnlL8NDY21G5B2dlfY4xUsSGKQJMXCAdZ5ei3DeXaE8idE6RuETlUX3kl0exEgywd0s1pfvEzPPKRx2h8gwspYnmk+vDl19FZSUAQpjXta3swGBOrFrW5kk6jVYty973nRiFWehQXH4OVTk8hPX56TPPyDPPhd0O/l64j6ZlqR9M09PQQIVSCWql7/e1c5dS+4qg5YpyNyGTZ0SnT/LdFcFQfpY6MKlBCdzAj2V2L6YFOvf8hBmSWQ9sQrr+E0QVisksMAtNYpKywO7dR25cRRiNO0eeQCqWYUMlCpPe1DRW5ybskxUATWuZ2vqQaRiJuKXhMxV/qfLQp6E0qNLHr9Dq0krSh5bg9RgrVhadB5hOYygqH92nOrpDUcZGATjHiYhIS1nFBzwwQ3WsjakETHUSFRiR7IGBMn9pXHNR7NB1mumdSmFDtKhZuTiEzqtBQ+SrFaIuSQLKh6mzcxdanQ0XvkXM0d/ZR6yPkqPcWB9F9H0aUMMTDO4jZBBB41yJJJ/zT1/xbQZziMotDpO+/LwfnzZ/1CGTSkKuceZizInNyXTL3cxZugQ+p67BVbCfio6/IhCHX6f62fnaVrDAc7h3hfFhyXYSQ3RhkmGydOiOTOZoETsukxovEW0ldRpngY6ITS4sIvRyTb2GxzN2ExiedTUHGQip6eYYRWToc6AIz6tO4HlIqZKPg1ouE2zeRqxoRI9YH7jaaBRnud9yn+W1WJ3qs7hxgtCY7t5FEj+Zhh+Ff9vUOxxMS190w0+aVhHIpwz19zZs/rLJrrbpoMWhoW0RIXQgl793Eu/Lhty0goNMgxICop3CyQGQ5viyxucF7g/QOHwJBdor93+ohpSBOjhBFScwLfPAP/LUPLQt7gnUVShsUId3oOt9/T/eXkCEhU9Eg1s8g6zmiTfN71U+nxcY2hOiQwqTIWVI4zNAMlyAnHz1RSJrQ4EXytqdf+F7McOAezCYJAyOyE5EaYWhiQ4NP45nxAOMq1Mtz/CL5EYRRmM01IOJ3K2QGaqXETy3l83sY7/ExIpUizyr87UPi5jpqcwU5LLF7U9TaGHdrjzBNuQk0FvfKTfRjqygnCIuWOFsQQiAeTpJddTEjzqbo848gNsb4XOFwhJjKLxVP8dndNaDA6rRhGJktLbWnYVinaGgXW1zwLNx8eVJUUrHwFT1VIjv+hA22+35BTwxxShOLAiU8WpWgz4AokVEkzYvU+NkhRt1LhSR4/GB8T1shBNY3BHzCOAtJ8K7TqbQUsiCTGZ70XBvfcBpdnIZ4SXynhUZKkxxJPtkrXfTM3RwjTdK6BJe6dirHRUcb0lzdRUfj2lSQCEnoPtKxe42iBT+N2HlA9ySmVAidYsRzldM3A1pXk8iLLXX0REHapDoSa+U9QioKVSzx0wmPnHfbdYdtEhJ5doP42osI65Yb/9t+hklwL6oZUUpif4zzLZHUvTnNvYgdh+Htlu0sngkjnq6fmZ1SqKITHCd2Qvpce3qqoNRlpyFa0Pia1tuuYDf40CQ3mJ/R+hZtRolRMa9pZy3zk4p60bCm+hSq7IBSIXW7pCZTBUaZrvgL3bVnE/RLlpS6d+/+1um0Qgy0oqVWdXKNqCEilgQCGZrK18RTN1hMbiJpMrRSCY6mBGJYEOsKZpGJjexWkro3oInif5wNvGqS6PFoCj5gtldTwZCb+2LnH65/Wdc7JELqDt8rUzSyENiY2PC/1UpOC58SMukhvEMFEB0x7pTJbrqcCGK6DcGDBcgpCQ9icmkgiIsTYlvj1x/B63SDyURGYXq0vl2ion8ruZSQkjA9RK2fIZYPnopEx3+3ocbGBX05wsv04Q1RUPuKUve6jcsjYyDEiNq8gN65QawWCB+R+QDXQa+UPL3hpptdrgpWzAouOuZuztxNl4XY6Sky+NhZSGW3yXTKcG1YuGp5U5AocqlZ2AW1a2iVJo57jCuPffFF2DhLcBDrlv6Hn8EfHKUPeWEQ4zFqKPHPvYGaLRJgS0ushMPFNNkIL2+h1wpU1bBWGoSWuP2T5EbQivDca2RnnkFWDWHvhHg4xR9NCPMagHB0ggie3se/l7oQtL7GhRYhYpcSeXoNdVNsIfBGEEXaVHOZE9U9C54PDkdqyccQUxHlLU7aRD70LUGl8UIg0saWmZ0gute9JeJyQ95fQ+txEqFVdQftUpiVAW6yS4w1nKK9vUNkOUFJhNLJuRCSwFFJtew9SSFTJLUedHjkgIue4ybRBbVKHzvnUxaBFAotdRo3hUgTfPd96fr1CBpfo6WmlCUhCJwICBFpYkvbRZKL7nlFIiIK6rbGVwF7EiFIBhs5qqcIMm10mcwYmRFelfjgsNExtVMaV+O1734Pg4+OkR50ULHTAjd0Y4OUZCuFQCqDWF8F1yJai3APFuFv+fz5FG0eywF+vIptZ/hoWVIW4rfuNLgO9qSEQipFiIGpnSKIyfmCIlcFkhTAFrv3JjjHxB0luqevlrojiaQOFY1rOpBUZDFbECrLYn9BM2+RRjEwA3LZ60BUIbEZlKKvBktRZBsthgIbawqZWB7FmwB1p8XsPMw58kesqlX6ssTIZFlVQuI6hPvp5+I0wMvIZC0POMg0gkCwNQeTyI2mIDwy/pav/e9oxQjO449n2KMpbtGQDXvordXUYXhYMPyeWO/QPQErepUqVMuWaarw3/5EsXQnIO4VBEUvic+I2GhTWzQ0bORb9HUfOozsg+3/9DgLn0AtPTJyJ3G1J1x6ksbPUVFSqsFSR9n/Nn4zpQw4i0cQhQR8x6hP7f7CDJBKYe2UKDKMTCmUQkiKroVrpESdRnmFgA8tbJ7FnuwiJodkr+0gM83qxSdBGdrQ0riKXBRslWcgBpyztL7mYHG4TDqUVUZz6Glms/S72zkogVEZuRyRixydZcvXt1Q9YvQcVYdUrsJIjQ9rrG+8G67uYB69Slt7Fq++wfSffzYFUJUG9qaEnX3ME49S/Oh303z2q0lYKqB67Q3+3u51rj9/B/s5x8rKKk9ffZI/cMOgrl7CXtshTtvErFjU+K9fw968TaxaxHiEObeKvHAOoSTtc69hr9/Fr/aYT3eBdAo0woB/sKyLMRJDIEfjg0eEdJ0NzHh5LdhoaUKLF5GNYot+mENMm5yWhrVifflYRhiE7OFlw8RNidFTuylzOyNXBXmHzo06EpVJfnsjyfojbL3AhoBUOVpL1J03ECsbCJ3GEcNsBZAI7/EhEoMiE4qVIsUy29gSI5QyxwZLPx/Q1z0CgQlTHAFiS9Us0limm4sXsmCQDWlDy6Q9wXecgRADQzMCBCfNAZA2HyFS89sA1jfMfItsNWEmsK3jkae2yISh8jUuejKRE6KjDRWF6tHTA6RQjPJVou9cQNHTMz00+gFdTyDQhipdew84GATkA1SuiZMTwkkPVodvC/cSUhKPrkPPYDNJa+dEfBJ66i7fIVoG2Vv1DKfXQCYzpvaEJqZieuZmRGIiiHpBLgqG2Spneo4Te4SPjuPmCCk0h6evXdddbH3LQPWwvl2OU6d2yuFLc8bDEfmqYeuRVVbHK9Sh7n73VNzkImIwKJGKVYGkUAVeeAwZZTZECbUcI56uhV8w9VMqKlpX04gKjcSLFNw1UANWs9UHfu/TEZvoROeycSxeuU35vZeYZJc4Cicc1xNM/3cBB/3gi57Kt4MJ1d1D8IFs2CO/fOah6PH32HpHRUMukl0uk5rDZsJRc8i5/gWsT9jTN3ump+0xUioyXWJ0gf/1L6IvbBLGBXhLKUs2ii1UJ0K69/0P3mRid1LMs4J8IZAnR9imxl+8yq3ZNcZmBa2/naz5+5dAqZTDF4IjhiT+mocFHbkeJTSlGiBIm5GS94JtTpfHp40NlhAb62pCb4AYjIgyx1iYvfE1iq1z5HlBaBoos8STCIKeHlLqPmv5Jtfnb3BiT2j3I+o448n3XeY47GMlyZktzFKNfqodcdEx9RPuzG/homfUW2GY9xmbUaLRqZzoI5OiZfcyDJ+4RC5yVvubhJdu0754HTev8D//zyi/4ypCVNzdvcsv+kPEWPEf/Kk/x3A44sb1a/zzX/pn/M0Tz5/66R9m83ufwb52m+oz3wAjCW/cgLIHSPAt8uJ55vUxWdMgVzKKlUcR0THISgipiIwEGl93m9L9PAyB0hnXv3Eb6xuGawMuXjlPHRYUsk8hyyWWG6CQ/bd9lxd+wcKldrORGVvlNk1M4KW+GdFTPaZdh8m6lspGFi7jzFDQtDVaG4xSGGHRqkfsZ+R7N5ITpzfCn7mYNsWgUkAT6bFyciAgETgCE5csjn1TUqp+hz+eLt/LBclGLAU0XZy6dppS9TnXGzJtjpiFBXvVLuN8lbV8na3yHHZxgxmzpMEJnlYJxtkK8/aYycEC7wKDywUCTW5KCtPDhpaFXWABeRpwhSMXmlzk7Ls9spiRq5ye6nWHgnvvjfwWr3fbVhQ/+n1Uv/5lOJyTf+S7saJ501elrgT7R4QLV4h5jncLjppD6lCnLoYZMNKrSzz0m1cTGybNYYJlxciRP2QtW2cgekztlCpUSKPJyNkoNilMxlFzxEk7Weo2alcli2O34dUhPU8jUp5EX444PHkDcyWiikjUPhUyapjGYj5lzzgsGSW3FzeTBbrjrfR1n4N2n7FZodQldAWWjTa5c4QjCE8/FmBgqIZUscHiWFNrb/t729hh33WJv75L8+JrlO9bIaxc4vobdzkqMvRTl9/2e/8HLR9g/ySJHrXGbK+it1Yfih5/D6539I6rU9oahp7q4026kXjhCbGGmGbSmTCJnyAVmSnJrYTXr9O+fpvee5/CDzIqt2BmJ2S6Ry6zB4SUrbdLfzik2WceJc2dV2ikQvWG6PUzgGCrOJPak99ifvp2SwjwR7ug5NKyKRD01KnVLKQcC1fR+IaBOa3wHywaKjtLbU+psM4SomXazpLUzWc4P2RU9hhtPUZtpyhrKaWB27cQl57Ai4gNNbN2yv7xAXWsMdEgZKTNG+6e7EDuUHh6ok9P9h94DtYnuNDd6jYAvaJgVY/piT46JKoeRiNjspC66NmvDzjXO4efN0TrEaMS88Gr+Ju7sH8dVkqmAl64dY0/+2f/Hf7W3/5bTE4mXL58md//B36c//K/+KtMn3sV2gg2oN91ieIDTxCdRyqNfe027evXCSpidA63JoTGIcqc6CIi6HtvQpT3vdf3x6fD1qU1gl/hzvU7WOeYVHOOwh7bxRlylXciwUDlF+l6jC4JOaNjZMZAoPUNWRf8NLcpi+C4OaKnB2g14E6jOazTRt9TgaGJnBlE+soQtEWINBRrYyQPBWGwhehtIEJEBUec3CUMtxO9ObgE3RKaXBlSloFcBoKdfnaMzMhlogfO2imNX6QZv7gXm6w7wqmU0IaKRXe6jcBJc8zczhnoPj6csgzABsdxc4KzPU7uLlBo8kEKgTtsD4h4xtkquSxx0iKiJkZHRBO6DIVTSuX9/wig9ZY71R20lJSqxAjN8L5T8OmK3uPzjOzx87gbuyx+8TPoj7+/e2+7zmMMcLQD69tMqcB7jNCsZGOakCMCS5zz24mg29hS2xmZKnGdpkQKwYIFxDTuUuglUbb7xgecHAM9JIaQbKHAwtfkJiONWjQ+Bo7sIcMzA/yRJF/ToGBuZxR5QQgBR+pKljJHIVkxq8ucCIli7uas5WtLkFdCXHfsGSJDOaQv+8QYmVbXyHSW+BjRY0W7pOvevzQykTJrizyeIiZT1Ac/wPPP3WC3LKiz/NvShb2jVTWE4xnzOwcY81D0+Ht9vUMipFvasJId0TGxR2SyIFdFshwJnWJbpUQqjTiuiDtHhBt3yb/jvSwyl2x9wVGoHlpmCOSyYAiEjrDWJJCSi4imBTtHF0OCUpD1iSZHxEimfmcBKzGG5JTI783iToNwIN3eNJqYFF6dqCvNmE9nzVro5M4QpF0OcCEwdzNccMRoILa09QG6GHexxYE6WEbBQz1HmJxm7jjZnzNdVGmTiQLZSrQA70GLFGmcUD5LxWkn5Kqp/aKjyhlyUaBFjhIZ0gvsC9dh5xDTOsr1IevlFofVHkYbwp1j4smM2Dr8nQMIkRByVO2I8ylN3bC+scHu7i57e3usrq2xurpG61riZE5sIwiJyDPsC68i+kN8VeOPp4iil07jESjy9PopQfRh+VpBQIiAiKfUxgfn11mehGbFOGc+XXC8c8zg3JC5m6fulEygsVMngOzQyrLLHwjEzk2RKIq1SP58F6H2mug1jYvICFWA1UwzygSlkrjQoKVOKYjLmTKgDLF7Y0QbEYsKMaKbv6ciOsU437umYoQGS0/3lm1lLRTIjONgQaSxU+yuLSJULjkVpJe44JjbOVrqTh8TEL7p5vndxngqpvWe6WGDXXjUqkT3DZnSSSjb6YaUUPT0gCo0SWzYzeWDTwJL3WlvUnx3Q6nKZd4FMcGlokiAtxjfWkj76FGb6yjvCe11/PM3Mec3YNgDrYi2Jc4nxNXzycETU1pkoU45Fcmh5YIliqQtONV4+BCWz8sLn0SriKQt8i1zV9FXPUrVo9DFssthVE5P9WmD7b6/RgiZqLJC4vBLlHemEj7bYtk6v0o1b7BVA0RGoz4uetrQILpRkhIaHyxCJqDUqVhUCUUuC1x0DxxqVFfsnmpfIpGNfAutc3Lh0MGnsa+SqdjpllDJqKukIL6+A1WN3FqnMX3uHl2nLgvi7zayedHgThK4ScSI2V57KHr8Pb7eWdHQtVAb39CGNHMUIRKDIBNZQgwHBSdzZEzyArd7SNg7ApUh33eFerZLYxcIoRiaEi0MgYCMKa4qkoR/NjTo1iMqm8iOskVtneP01hx924URnfIKuKe8/3ZWjMnLL9Ij+ugIISyJlqK7SYouKTPNI0P3HLu0TEDKFIXcTRg7DKztbugRKVMM7lRDz/STuNJX5LlBzY6xZkBz0tIee5RRZEGnzA4tiJlA5xlKtintMkJsLaFJwWC+meGlQ5vIsBgjpaQIBWrmwM8RPhL2TxB1xN+6i3GB1QuX8YUl0wVxb4d4NAHv8Z2oMagh0s7RTWBYlNy5fYtHLj7C6soqG+vr7O7uMByNkVWDUBkRQZzX2N0dyPvE6QS0Rm5tEg6nkAkYFqk4o3OzSJleS+E5xRIvTyxvKhxC9MhCEOae+dGMs5e2OWmPk6WyQzRnSyFuInZmy6hjQaGSPdMHRyYL7tZ7jLItmqCSdY5IqQQuRgZGMTCJN1KHaqmPeLOFL4aucCRCm7oUgS7aWpoHbL7LJSQDM0gCtlNhZbfZnRY3koQjrkRS9Qc7RQjRXTNJ7Gi97U7/giZIcnUv/yCSMMitdanzgScIjyLDSIVRJr3MQqBUhvdzvE+COyUioXvdCl2kg0GXsyKFYKCHlKqgCS1tsAhSBHnkFAAVEZ3gMIsZslciz6xhwoz22gFojbARRn2kUVC3BJNjwqlhspP6CUkkua289yghsMEniFJHa2x9QxtaFn5GXw8xIkeIgPce61vm3fxdSkmUyXVSqB49k8ZCc7dgbmdkOkuFodQUoSCXOUblZDpDCYn3ntFglWM95fjIYuee0AerHDa0GJEhuqIyZZTQOT/SeCLXOUoZREzF1mkEt0iyxWVXSUrFmtlIZaZK9zMdTHJHRAcxUSKFUsQg0T7ijqegJfLcOSaNZ5YZhNYI+btUNMQIrcWfJDS0qxrycR+9MX4oevw9vt7ZQCqmaj8hZQOZzFnJV5i3i+RaEAW6slSf/gYsZonZUGrU+U3M932Iw9ndZG1SOa1vOG4PGOVrxJhu6Ke2qSY05MKgj3eR1YJoMvy5K4gQ8KHBhoYYA0O5AqQOSFJGq+7kkda3LCCEJPSGyJ3b2LymwmF9y3qxkX7VbvOKRNrQMFBD2liBSN5/Q5phT/xJii6WOUYUTNspQkgGymCEpo0RJWom9oSFX3Q0zYgarjM6OuD4YIKjYLjSZ2W7wEaPEUMaL6g6AVkmJrgOhywWDf6F21BbTGUp1keoC+vw6AZOWPxRBa/fhf0JXkH23e/DmEj1qa/iXzxA1QXbH7iM9Ir2ZE6YzBH9kuzKBZqbewlsI4cUwws8frnlF/7JP+Jf+ek/wnA45MaN6/zKL/8ST7/vfcjpjDheQxZZypq4eBX73MtgDGQ50bbUz75I/q5L2GGGGOYPnLZ8sHiRTmd5pwWJAroqbimea0MK87KhRYjURt/IN7GhTlbH+2iDNtqueDt1lNxrT0vRiRYXN8i1oXGOKCOF6jGpPQMF5r7r5ZR4GmJACFLxmC6cpGMhokRCj0cfcCFlAuSquMdP7pYWmhW5QmPmlKq3pJlKUmLkfrPHWr5OqcsuQGuG1sUyal4gUPKtrfrl40u95EEQQW1F2gbaQ09oargIm+VGspzSILA0seFudReA9WyVoRmRqx4GRyYNczvFSJ0EkyQ3jxSayp0wdzOU1KyGTXx0tF2uhlGGSXvCZrENQWLyAn3+EiK/Tf3cHlzfxzxyhuzKOawTCKnIRYH3lsa3NHFBTYP0p7j0VGTWoWY1X6dY6iuSELt1jkJGSpNO/DO7YCVbZeHT6LN2c7I8pycGZCq5rjKd4xYWSyRXGYSUrttXfcbFGmU2JIpUGOLTldRfKQjNkPl8xt7hHme2zuIjQIuKiox8OU5JnVKJEpoeGq0zfEh8GmK6plMkdmejFBJjchrbooSkl43wwTOrJ4yKPrYryKRUgOLo5JiVWY3oZ8iVDdz6Gkcv3kBdvUj83RoVnCL2d4+p90+IPpANSrJHHpIeH653WDTY6Nit7hKJyxZrG2pW8lV0luNfuoF98RpmfYD8yQ9TW0tE0hLZm95hRSWbUiELMKfzUgnCYPIeWufJi7y3B0evoVfPEjbO4aTAuQotMhZ23rkF7onglHhQBNn4mkzlbxFmfquVLKT3nxA7KxmSgRoCkMmys1haFqFl3uwBsOhOgVoPaELDisrTphhqREzzzMpV5CqgZQKwHLYHrF15EjV5g2wxZRRHDPKLNDJ1M+ZuzqRdMHWaJjT0VEmR9yl6Q3imD6tJke2v3cVdv4N79gUQGRiJeM9lxAeuIApoWg8vv4T52DOI2tO+dgv/Dz+ffp93XUBujPDzGllXDP7Ij7L4xGfxO8esrY/5Y/+LP8nf/bn/lv/Hz/7n1HXDeDji3Zcf4/eJFfrvexShFeHgCHfzDtnWOqytYj54FbW1hoiCeDKj/sTnKX/sQ7Dew3evEyGgVU6ui9QFcBFtBJVtkKR58Ok6ao/Z3zlGWMWFc1tL4eApu6HuOl4DNYToWcQFPgZW9QpviVPvRhmZEJRZYoMoEZjUEH2NiDkxQhUars+u8djwSiIr2jlHzT5DM2Al3+DAH6ClZmz66GKT9tVnybVGqgyKIX77wgOOAYmkkDlNmL/p+UQqP+va4YJZO+VWdQuAgexhpFlyOTQSRwqzOo0xP12Vqzo+hUZKRcg848d7tDuBuBCIfc3B9iGqlQzNGC11wrt38/GJm+FFZChS8T3zgYHuI5H44Gliy63FDbaKLTwORyoUnj/6BsNsSKZyjNC4kJQEi/YkgZdMH9EbojYvkD86J4Ye/s4dJp/7Itn2gOyJ9yMyg7U1rpnRNklzA76zFgrm3WuWgvKSDfp0Dc0AIySCSC5LMKBEhgstU7/g2B2jW40SB13RkSMlnOudZb89TJkP0tOTfdaLLfJywGKx4HNf+CxffvYr7NzdRwrJx37gI1y9epVyMKA9Tqmhuc4pu/vZ6RJCobtxqRAC1YW+qcxAjAlJbyuikqlDEUisjxD423/nb9EbjPne7/lebt+6w3/+sz/L3/t7P4eSBiElTVvzxhsv8xf+o/8jf/U//D+w+a4rkCuq4xPu7E2IF/u/e5u5D3DngOntA5RR5Jsr6DNrD0WPDxfwDouGk/aQzBTQFQ1BaDKfsWDKcH9OOD5h7lvmwxG8cBO73pDlWYp8DRUbvRFVWNC4CiL09CBt7koTpnu4yQFiOkVsXcafeYxKgqdNPnyR4aJlaEZLT3WMkSYs8DGdIpSQ+GixeDKy7qTm07xXeO4s7rKarzM0w27ODZVyLOKCha1w3nYxuVOcTymChc5T1kNsOspfN8sF8mwIPiJFjfMNrZ2AzKhEQHSgISOgBAoi3htCFAgVGJoBR8f7zHJNITK8kPi968zWt2nDHHBoFRD+ABcsqALnLa1oUT0Dtk0ix+0BcvNx8vA43ra0MTCXC3y7j5Y5K6wiij4HzSGNFqjzOUOxRjkaIs5uoosCDqcs/tmnEBduE/cPaI9n2N0DxBu3+LgY8rH3/iD68jYyM4g39hl+11O0X3gOUfSRZ9bJfuA7aH/j6zDqo4QhCE8bF+TDHuriNmH3CPDEcYnvZsenp/bU2G+BAh101+EJy38bkZHpjBju6SCakKKZG1omYcpK13HKZIEhP236PnDtnsKzlNS0rqXUKd5aC43UkROXs9t6vAyMTMalwSOcxBNkVKhOK2FjSpcMrWMu5jhTs71xhmzzPTQsiIs5orGI2T5msLEsHE51DRLzQCErhGQlX6dUBT4GnPCsZ+u0sSXr0hIjKRDNiIzKz8lUEsvdv3kqoRjlY0bZCBcsdxc76b+vpLC0+q6jHEooE65cCUndLNDKYO0CGyNzEiwpEylie8a8AxZlDNWY2jUkqmJOKUvm7YxSlzS+oa8HDMwAHy2zdoYnYG2kR4tQJT7vYc5fgRe/jtQnqHeN8Cc9Fr/6JWha1OWzmCfOEmrHpJ0wMkMiaWxz6p44ao7Q0qTPPZGZW9BTBTZanE2cE4tnVY+ofY0nUHY0xza0yZrpsy60qqSvStpg02fc9FE6Y7qY8Ff+z/8ZOlM8/sRjfPQHv5/pyZwyFgzKHisbq6yujwjGYcjJdBLjEiO57Cf9gUyk0NNRxD/4h/+ASxce4cIj51nfWidXAzLRsRfSPAbvwvKeek8/0wliTUb0nsXeEc0bu/yVf/vfYfPpx0FL5rMFB7szDg6myItn38ER6VusRUM4OGF+9xCddaLHcf9h+NTDtVzvqGhoQ8NQjqncgia0LGJSbK+Hde589Q1i65Bbm7i+pD2ukSsOH8GIglWzAqT5qVYm0eZwZOSI3du42CJ1htm+hDUKJyMn9gSBoK8HOGziJxBpfYP1DbHj7UehEvRI6sQ4QKXZsFvQhuSbPs198DGRAaOMLJoK1SwQYbCcl8YYMTLHhwWnUB7ramyYd2mJYalnaL0jhKTzsEATfcIBAwjfnRAVpS4JreNkb4FrA71+zsbFHDcThEYgi4JstYC9V3ErA2buBNdlEoTu+c7cPM3YhaTUA5IILWJpCSqmLo0xqBjJfHfDDQYjEmVSIZM6vzCER0pi3kNpCHf2cK/dIdSe8soFWudQ1iJlQfbMVdT+LeythmLrLKI0VC/fIR5MUZvr6XX3gTBZYL7naeLeCX7ngBAq2CiJ0qHGnc/eR4QU3EtJdoSQ5r9p7qsR4l4LF9K1ZZQh94YmtEz1MX2bLLwCgcEwlAPMfd7109vaKc1Qc5rGGJet9EZUFCrrXDcwzgKNPY0dF0QEPTXA+kAbGiKBTGdIYWhCRakKNOma8xqUzPC+xWcZeIc6uE0+2ibc122IpBhiGxq0zJZZLT3dxwhNHeqlCHgtW6eyC4qsv6RL+ugTxlxL5syoXLPsYFQsOjpooNQ9MpUKZp1J5CjSBs981zLaLolFIHSNHCMN2gxTFHvoPkvKU+iCEOJy5q6EZmzGtLGlDe3yeZ6iunU3lhGUhAiVS24Q6x0H8yMyaVnJB+hHHkNMDhCzCco2qEuXCFWLrxrcN19ncGWVNjpssJS6R6kLXGjT6CI0y4jqxtf44PAqiZF9CClaXkoWVEtdVBIbilSEnHb8Ovx2ihZPzztTGUHCl774FbwPvOeJp/nO7/wAo5U+R/mUYdljsDLg8OiAr3z5S+zs7xKayPve/z6uXLnKeLTKq6+8zOc+93lCjAyHQ86c2ebqE4/yK//ik5zZ2uKRy49w4eIFVserPPu1r0GMXL1yhScef4L1jQ2s16fzueWSUiFax9e+8izPPfccN65fZ9jv0W5ucvGRCyyqhoNZBRe3f3c29FmFO57RHk3RWmMubKCGvYcFw8P1wHpHRUPsBFs+uk6t7GnnFjdZUN/eR22sUpzbRGYN9jClskkEWipKnXzdPniESBsIISLmE6Jt8EYRyyF6uEloZoRo8cElNwaSQArFQaTwGRctrZsnnLVIM2UXJKXMOm6kwAWL9XUir0WLQhCCxccWHXUnOAIdJJEMlEiPF1PWncATo8N3Gg7VnQJC8EShsK6678QnkDLr8gVUt+FHLAEpDV5E2oXDzT25y3DjgJ0KsKBGBjXswbSPO55gY0trLEGnLokgxe3OxDQpslXZOU4Sxz7GACoilU50e5lOOSoKpFJ4oFQlyhiCCejMIERO3DkhHp0Qg0efO5OAO0JgSonqK7IzBcFK3F2Br5qUyqcSNDhurSONTuLMGFBPXiAWOW7ngLBjkUoiN0vk1ipxUYNW0GF30xbqoXuVJRLv0vMPuDT/7Zab+ZQOWkhMnk6Zpy1hI/SyYHi75aJdbs7pJ3Zpg534TXZhRgMdqHRAdZkHklTc9mQvFW9CYJTurHg2OYXI7okPg0dEhVQFZBEVThBVcsacKmNO1ynV9HSdPrfTE6aNtot9LzviasqvSC900jbkqkiJmCpbvgY+OCpXJVqq1MnlIyOUSZBbv+5ZHDVM8xm6TGhlJRW5TAVG+vyEFNjWbc6nGS8gKHWPeaiQMllBc5U0F7k23TxfJ/aAdrhgyVTCUFe2oRWeYT5EDYYQHDiLXNfItQLfasLtGexPyNeGlKOSabCJfqkKFp3z4DReWyaBCbITTAqhkBK888QAVlgQ3bgxJNx9X/exHfEydAFvENNYReqlIPXrX/8m22e2eeLq41w8e4HjkyOkF6ysjcnLgqPjY+bzBdWiZnI04evf+AZCKp5+d5/PfOazHB4fYXQaJyyqBd479g8OGPT7NHXD0cExLzz/Es5ZvA889/wL1HXDR3/wo29z9aauw/6duzz3zW9y4+4dstUxc+/5jU9/mo+aj5CVIxpjUCu/00Cv+9aixh1NcZM50XmytRFqbZQcHA/Xw3XfemechpDS9Yb5kJ7p4WtPc9dTvX6H9b4iOz+C7RHH9R4ua0HmaJVmrc47pBIs7AyMxwhD4QvUznWaR64SVApzsW0KawpERvkYiejGDpHjdp9CZpSqR65HHIUESRE4hJT44DhqdmlDZC3fJJcZBMvCzThVPQS/IMoMrUeMi1UyMyR4SRYLinwMMVL5KQSblOs4iB4jS1o/x/p06otSUodmKVIzMmOgekzdCZnMOiZ90j4oIpnR9MsS5z1Z1Exu1AghyHKNyTRkBfHR91L/xhdQRR+zbnDjgPOR0vSo7IKFq5FixjiuoEVGCIFMFkipUCb9f+c8RmdATFjsrAcCevmIIu9hXYt1lqwY0Fx7Dbnap/y+y4TjhsWvfI4wq8mGLZlw8OUvpCJksE7zxg1iDJiNFczVi+zcvMXKmS366ysIIk2zQF3aQjYtHJ7A9SPM9lkWawoVW7SUKAxBBUKsiSJ2xY1gNplRt56NjQ2kTLY6SLqF4xsz8mHB2lqfUb+3JBCeEklP7bpvvzo/Trf5xRhZzzcZZQOMzJAdoS+XkYFpcV0BY2T6GYUsgGJpB04/1+CCR3YZF5AKgeSKyJB5gdrIYO8W6swlvNKdYh50jGlGzT0ccx0qclmkkiFGKl8xtzOeGD3FQbObIsCFpDA95vUEh6fUJat6FUcgOMvADGhCS+Xm+GBTF0Qm+mgQEWEkxmQc3JngskBvNUNIgY6KKMPSjRE4tQyn50RXeIfoEgxLDylVSS1yfPQct8dkMl86MxxDfAABAABJREFUPIJImRw9k17fEDyZzKn8ghghHO5BU6XAs8EYv3+XKBy651DR0H79BuojFyjppa5KlDjvyEyeskWkoqdLSl1wyBGQgs0UmiKWNO4UIiVScajT7U0JCR0bQ0mJ8+layHSyS7vYIoLixq0bfOd3fpDhsM/seMqdl3YIyhEvbiORbG2d4WM//KOYQnDzxg3+/s//f4lR8dijV/nkr/0af+E/+vNsb29T5DlKSZTKePSxS/zIR36I9773vUwXc/7jv/gX+S/+bz+LtZ6/89/9d/zSL/8K3/+9349W7s3cOIjw7Fef5fbhLpefvMpP/+RPMp9X/MzP/Cm2z57hyns/QHFmE6bVO7mNv+lnxOSa2j2iPUri9WzYR59df+iQeLjedr2jomF+q+FoeMAgH1DqHmjJyXyHy7Zl8H3PsFjTHLlj7DTCPDBQAwZmiIk5ISH9KUyfNraIWUXv8Ai2L4JUHYM/3UzrUDMLU1rbQIxoITHCoKJFREHr57S+Ij+9plVGodPmOFvMEOGYo+oGvWw1idPsvd+hdhVSGPrZarIkVocQLUiBN3BY3cH6mr4Z4BA45xEyh2hp4ukZJdKKhkLmDM0gnVBl8lDH6BhmIxpvqdwCT8AHxyBfwcqAGzsG50o25QXy3r2XP/rEvpjrAWFvH2kMeqVPoRVrxSYHYp9SlYyyMVpkeBeoThbk/ZxiYAgh8MlPfpIXnv8GH/3oD/P4E0+QZfcYFlJKXn3jdT73uc+wt3OHP/MT/ypqPCCujbDeY198ndh6RC/HLiKuMujt5CTJVmfoOhDVEHHmAm7vmP/N/+Uv8xO/78f56A/+IGcunUnBPu2E4vGzFO4cYlrTfPN1/vxf+1l+4rs+xLsfucrqmbPId13EtgKpLUJEDveP+YV/+glefPkl/ty//++zMrp3amoWjrwwrK716Y/73H9X3fc7gGAs15biyPuXEIJCpjTRuZ/TxIaeLNjo3DH3FxpaaKKY48MCH3tAwlWfxmqf6hBi9Bz5YwpZkovsAU7irtullAVjOSYMV1NZsHMDMVolDleI3tHQkHMP2JMClSQ+tuxWu8w6UFiucyKezeIMAZ9yNqJlzqR7HklU14SGgemhhEGHDBeTSC8TOU17iA+u6+ykNRoMsbuW+axhtNWjGObLGO5TAFWMkePmiFE2ZjVbo6d7nDSHtNEy0ONOtKnQQhKi56Q9pvU1cz0lkwVHbcIz56qg1AWFzhGiy+DwFtEbwNlLeNvCcIWFnaFnE4r2CHF8m/Xsg5wWej46etkQZSC6EVEIqtAya6cs7JzS9DBoMpWjpaYWHdo6+mTJ7KKt53aWrgdVMtADMq0odMKMW98w93PGMb0vtnWcHM9wledwvs/jH3oP+SBHKsnh/j6f+83P85UvPUvVVNy+eZu1lXUGgwF/4o//Uf7CX/iP+Y7v+CAf/vD38MEPfIBe70GGjPeeo8Mj/pO/9JcRQvDGG9fY2Njg7s4dGpsxvH88ESNxvuDr117mkcuP8vRTTyOlZDDo8dTjT7J3Mmd0cMjWxeFbrv13tEKE67vM9o4xmUkdhlPR48ORxMP1NusdFQ3DlQHzV2qihMq0qY184xblB87SrBpqGkI7BwwLLNNbNTPfEl3ECGhCJJNQnMkpVvros5s0xtCERRd1nboKWmQE5xipIYJA4+dMu26BjZCreyx8FTRB1KhokBhkLmlEZN5OE52NNAMf5htAS+M9LkT2qiQW2z5zFilLrFHMw5zTTL02WAISD2ShxglDS5s2EqEoZY+1bBUjDUf7UyazCZQt2dBACwKFFoaxWaGvS46PJzgbKLI+6+oMefkgYdK2jv2bR+lE24+Qp8co1YCBHtLrRhIgsG3NzhuH1IuGvCwYb6wwWB/w+S98iV/91U9hgwKpeP9TTxO//hUCQyav7/Cl3/gN/vbP/13miwX/9p/9dzFGg3PEqkZcXIdzK+hz51Ka4+EJzWu3CXf2yb73w2ijiVVNqBrMuQuJgNk4nA0ok2Fkn4KUTCgygej1KTZW+LHv/n1c/fC7Ga+N0Y3HfeMNeu+70vGdBDB722stklDBkSQ+rOoaO7VMjmZsX9kkY4iPlsYvyN+GixBjZOISeKzxKUbciYYpky43JKYRhBpC56nvixRrfFow7LpdVtUqZYdPF0KlDdnWzMWcINNgYVtvsqW3ktiSgPctZrCCPD7Eu5bg224ikQOCpqM7ZsJQ2wUzN0/6i26sADBzk44PYpBCsYgVucxZNX1ssLTBMsrGVDa9foKEdxdCJ+umN0vxpwsB8Gz21/Ejx6JdcHRrRnw8smpWmLkZTWyTBkcoetmIreIMhSpwwTIPNZN2go8B6eSS4bBMHBXJ7up9cj/44BNcSZb0VR9lDPrOdShWib0+0bt0nXtLGxvEeAxqTPzSTfK2pTWaSPrd+0rTMCfTGdZbbIf8Lk0PgWBuZ9SuQknNVrnFcXNE6wOZzMhUnrRNdkFPl2ghccHStA19VZCpnCIbpRA0qbn4yFlef/0Nzmyd4dErlzj72Cb9YkymS7769a/x7Fef5fqNG/wbf/rfIDQtf+O//m+IRPLc8LGP/RDvft/TfPmLX+HTn/4Mv/apX+fP/4f/uweuyX6vxwc+8H7+vX/3fw0EnHdobRj0x+TGphHUm5bRJU1rqZs6XZfeM6vmFGVJWZZv+fp3tBYNYfeQ2d4xeZGjL2wgx/3EenhYMDxcv8V6R0XD5uoGZqPASE04nOJu7rDaKxBnz2KVxDsHMqBLy7nLG5SuRGuDzhIhDaWpXnuR6uYRx9Mh6vJZFs0hLjqCSNHSuchQKuFSWz9PTgmVMVKK4C1RaNwCgvUMV/uUmaENSUMQAa1zfOgzVDlaZB1MqKW2UxahIRcZRmUgDQ5oD08wq2NCbpBhwWZxFmKaewaSVqLx6QSj25x2WlMvHFIFZmWFa2dMqzkLWyEWkX4vOTl6uliCdzyOZt9RjAbovuQo7LFocorOtmUXnunRAtu0XDw/5PZOResConaIQZptKmE4OZgyPZhha0c9b9h4dIV62lLN5uQDjbWWRx+9zPVr13nh+Rd55upTVDem6CsrvLpzm+N2web2NgfPv4BQCmpLO50xPTnh+p3b3Lh7nfW9Szx66TLbG6tJIDYqqCYLbt7dY3dvF+8r3lMURCEQRhCVp13M+PqLL/DE1Se4decWe/t7xBD5yPd/lHw1R7QWWg9dO//6Gzd4/eZrGJOyPGT2NnPTEKmOGqTQ1BNHM3X4NiUgTk8qYs+jjEjvcbdslx0gSdHKDo93FRBRUjK1M5RQ9LMRnCoJuptjTw07rkM3OoiegKcOC2SMHdJXUMqS3OR4Ag7LPEyXWQKnyv70/ZGwvo1sKuR0QhivMaKHJDJ1qQ28kq1SdYmI/U7zM7cLal+jhElYalroxIYNNa1v0udE5bQuFR+F6j0QnV6qHnRC0MSZkGSFRg0F/dGArDH4eaC67SgvtGm8FRW+61TkMl9SDaVIqY6H9QFTO03ETZLWolQFla8wQie0tMySNkImINTpSKeQhtg2xOEGFPl9mpXUx/HB0WYG88GnqD/7Tcz3vDd1vFxDE2qm7Szh3VUKxzt9jQWKTJrEsEB0wCWFMmWiNnpLCGmcc5owWYc6PX+hEjApKmTUaDTf9+Hv47/+r/4bvvDFL+K947FHL7PPIePBGgd7+8yn88TBcIJvPP9NptMpZ86cxTnPyy+/zNb2BpcfvcDNm9d55eU3EELQ6/W4fucaa5uraJPzxrXr3Lx5m42NFaqqRknNaLSG8+pBvkeMEBzveerdfOFLX6RtGzbWN7hzZ5+7u3t872hEb7xC89Y649tbkznuaEZ7NMNkBn1hEzks033h4Xq4vsV6R0VD0eszzAfE3X384RG+aRhcfYQTE2jsAh9apNQURY7u99GNRmcZOjddIluFKgXNCTSVZ9pUCGWRAqyvcUiEisRoCaHBh5YYBTLk6EbiPEQ8buERzjNc7S1BKj5GkjQ/omVOgkCbxKr3mhN7kvoOSiGigyjIVB/RWoIALyCEQJ4VKBSho1/6mGxvMnqoHaaNyJiRiYJmZmlUg1VtAvzUCQSkpCJTWUf5k8wqC1bQ65WoAbSx6qJ70/hjMa+pphX9ccloJDma5LjY4OtI7Ac8nrZpWcwWtHWLzgzDrM9wdYAUFdFD27R477l69TFefukVrr9+naP9Y9RohWxlxEu/+Rlm84onH32CF55/AT+dYlCcHBxz7foNXr19kxM/4/pXv8rB0SFPXnmcJ85fRuotPvUbn+HOnX1q11KMciaf/yzTefL2IyJNteCzn/4sR4fH7B3sM1tMGQ7TmOGlG6+ystpnsDJEFBnXJgd8+gvPp8jgosRHeOPm9bdcazFCPanQxuBqh9QCUxqUFdTTmiyTaJNjRBLcNbHpRKs+qexPQ9A6/HcUARssSt8LI7t/RHF/vHvSIEhyUaR4cpI+JblXNEKK7trQxM4lAzyAc44xQNlHVjNE2yBHa3hg4ebpZNyBzDJV4Ekn80igcjUuOIzIQEScb7CxwZARiMzdIlEnu4K09U16bTqSqQ1t93zSHyMNpekxH1fogUJnkp4qiGtjjvfnNMcW0Y9ElcpuHzyNb5m7GYHkUrG+xcjUuXAhzfoCES0EISQdQyYzSt1nbqddVHlGprL0ey6muLwEo0FC9KeWwoRtjyESFOjL56mfex29e4jYWkMWipigoQSRtBdSSHodIEugEq5+GdkdMCoJVEXsorV1gYh0wskIQdAsHHroEcGiu/c9Rs+li5d48vEnqJuG1994nfl0ThCep596N8PRgK2tTSbTKc8/9zz1omF7e5vtrW28D9y6dYu9gz2cbxmNxrz7XU8B8PS7382du7e4duM6K6NVnnziCV548QXGd4dEYG11nYuXLrO6tsbKYECWZfT7PR65dIHQWJ64coXX33iDyXTCl77yVY4nFY+96yk2zpxBZgWz+r7Z67e75hXuaJZEjxGyrZXUYXgoeny4vo31zqKxBehJhX3hGnIyRW+soN//BLu7z6KDxcicXA8Y6BFeRMzApFNfFEjviId36Y2GVJnEBZifLNjaHiIA749oQ0vb3QhFJzK0LbSzBjXJl4W4rwNKKbwY0vpEypNCEiKE0KKFTqdOqRBIgpBMXMU4W8F3N8HgarbLPhqJxdGGuATnnCqzT5GwfQM2emwzTSeqUU45KDm5fYDajBROISaRxaEllzmlLslVjpZJa8BCYLSilxlykxEoyURJcJ55VVEtEuFu/dwaTA4Z9hXtXLKYB9zQ0uiWw+NDYogM1/qsXVjtnBwSvZYRXGC+qHDeceH8Oa69/gYHe3u8+tobPPGedxH7JS+/8jrCC55+4mn+Ef8Yf3REXFnneDrnxs07TI4OeeR9T/C53/xNrl27zt0bt3nij12k1Zqf+8QvMOwPePzKFQarK3z685/l8OgI65JYtG0tn/7053jxpVfY2t5k68wWK2trhBj41Oc+w9bFTbYfv0w0gl998Wv82q98io99/4eQOdzZ3ecrX/gK73rqXW+62iK2aVNRqCDv5Yy2RlRHFUe7C8qVPpnIlk6KmZ9SiJzGN0ztlCAiF8qLGGNwwS2BSLlIdl/VOSiWP+00xl2ILoNEM5RDNKqzPVqElMufl07hkrFcfdOzTomsGolIFyTKO1S9wJrAUXNEiD6p7JEJjNamzb31LXRjOq10Ik/6itpXuJja8pWvIdSU0bFZbDFpj7GxRZNgSK1vunwCRU5OqUrWig1ucxOtUtfLZJrN7TVCI1nszvAbDfQjQomUmOomKbEzjjEqpUMOzQAQLFzqhGipqaNPDpIYE91SZoQYO/dHQc8MyYTC77+B3T6PVArZdRlCF0GfshcCSIHol+gzG/jXbqKEwFw6S65yIgNqV+NCixKKYTbshJrJlpuiwUGJnCYuiCS6p5GaHgVzu0jPMSq0lUz3K7LMEGVEqQytHU5YpND84Z/6KV545QVeff01Xnz1ZYzRvOupq1y5eonRaMjh0RFff+6b/PBHPsrW5hnW1tc55bY8++zXkUrw+JWrfPCHPkAk8tEf+EF+6Zd/ieOjE8qs5F//k/9L/vEn/jG3bt9mdX2FwXiAEJGn3vUohekzHAyJwfOR7/0QftFy9sJZPvyhD/HVbzzHs998jvH6Oj/+r/wRRmvrTFzkpGn5tleM4Dxh7wR7MiOESDbuo86t/+6HXD1c/9Kud+aeODmm/hdfp/zIdyEf2cbpyNH0Dj2ZMyi2yFWZbsQhcndxnaEZ0vcFxaKBoxs025dochDRYU4WHN2YcfHseQD6JoCbswinSNocJXuEWUs4WbDyRA6xSSmYB4Iw04jTcKkYl7wEJZMtbu4aMpksd65jOFRuQaHLZN0CJtUdhInM/IzWaRQpQ6OJDUf+KNEgRZ+e6kNosCLQNhYlWsTIkl0QZJTUpsG6gDiCMh8w1KPO859OU5QZog2ooDAyUQebhWXvxi511WDKjOHmMM0SD/fQ4w3s7JCTO3uEk4C82GNyd8ra+horG6sPUOhMpiBTOHmPEvi+9z5FVS344vOf5/Gnn+S1516mcY5zF8/yyNPp9ebCFrIccVVLHt1eASHQ62s8duEyf+8f/2Neu3YDBn1+/ROfom4afvonf4qPf/SHiE3Fx37kR/hXv/jHkohKaUSeWr+D4YCf+sM/wdXHH0N0TIJ7K3J4eMR//3d/nv/rX/lPeXx1hcHGJtcODzk8OnzLtSalZPvCBjdevMu5xzcZbyXBl14RNNdb1uLKMnMiWQSTMyFTgn6EwhQYmSGEwGGxMT2XmV+wIjfunU6XWRfJWni/2DJGTxAJ9ZuJnFPZY4zxt7zJ2mjZ9bsU5AhyBmvr9Kwl7lxDn3u044Yk4NBhc8BKvopSGXM7wwVLoQpKXdLKiqpdJCYBAR1jolmqDBcsrW+YNEfUoWGtI6I2oeHInaDdlF42ZE0VZCJDCEUuc1zXLYkIvHSce3Sd115ZMN1xmKFkcC6NXRSSQdbHKA0RVvN1VvM1FIKdeoe6bqhcRd/00TqFWflUZtOEBiV1QjH7FmUDrp6TF8POwRKIBBYhjfxK1Vtme1hXk//QdzH/uX9GuLOPXhujSp0i0DVM2+RcSp3EezLUxjfM3Yy1YoOD+oBRNqLUPSQSFy0YkGjmxzWznRnMI5OXE2nyVrND6yymX7AyXOHco1t8+Hu+m498/w9gTJ7Q8TY5LC5cPsO/9vifwPDW9MmP/9iP8fEf+7GEiSf9nvP5IaPRgD/2R/7I8rqKIfBnfuZPd5+IiIuWmT3hmXc/AyqN1UZZzvaHfyS9JrZl6+x5vn/rPB/6+O8HoG0bdhctk9bfn2f1rVeM6c/NPeb7J5jcUGyOURc2v80HeLgerrTeUdFQ/9JXWPnpj+MHGTUtrnWUsk9R9jrPeqD1NW2wnB9cRs13kYt9EBnxyWc4qXbwzqKFR+FRIePmS3cxZ1syk/znZTbiYH4TC5zcaAhCos8rWnsMwPxAoETGYCt5+iftjCJkoAJWWBaNJRexs1hKZr5mt9rDSEPf9DvPO2SqYPX2LvX2GVpa8qhZK9ZxseX24iba5AzVcCm4bA9bwtQzWu0z2u7jhUcLycxOKWSJVAYfA42t8Sowd5NE7nOR45dm5LkBJZhMZuzd2SevBGazT397iMoFRkfk9AjWt+iXA9aLgFtpmV6v2b95l+3LZxmNB6lIeNOSSpFnJVkX7fv+K8/w0suv8suf/Q1+5t/8M/y//+YvcPHRC1x59DGaRWpnKjTROXbv7PDCl7/KP3/hKxwdnlBXNfv7+zz22GNEGbl17TUuXL7I6plNBBF7a5+V9z/O6to6Jn9QgPhd3/EBBoOSup2DCOR6gHMuQZC8o2kqZvM5V9/1KH0gLOaY6YTHr1zl5VdfefCXEjDcGPKutT4nccJRmDAQJTO7IC+zZPdvIzoTCKFY0xupLa+hr/vLkUG6ChQRycIu6Jluk7rv7xtfk0nzQCFw6r5oQw0iokVGGxwnfp+RGi9JhW9emci4oC/QdAVTCC21iIy2HkXs3KE/KHCSDt98ghapgHDRY6MjEjlTnEUHw9weMLUTfPBYlbPeW2ddDPDB07qGJlQd+MwlhkkUnC3OsF/vUbUzpBEYk1gOmcgxWuG87UBQiigqBmczzGhINbHMr1n6l0ziI9gF1icT6mF7SOVmFKqHD56h7uNNj3PlWW7PbzO1U2pfQ4Tt3hata5O7ZHpM2LsJ7/oQvhMw3r80ukvMjJiuAzRfnJB97EP4l67hvvQc+Q9/D4cd4VJ2wKbaV/TVgDY65m7CzM6YuznH7TFGGYzMyWSODZZJe0ImU/hTbCMmaM686xEqOcHNA6t6hNeOI3uMzByHbofZvKCn+4yyEXO/oHFJhCikwEhFLnrJSi7uXUcxejzJ3nn63xQKbxu8bd7yu0NKA21CzcxPETpQ9EbYT32FeGsXc2kV+V0fpLYzXnttj/0G/GbqarkQulTVd7B8gFkq1IpegTyzhlz9XeA7PFy/59Y7KhqkhNjPOfbH4KGv+qmd24Fg2pDiaQtrkQdvIAqNGKxCNsCFmNphukDjMQNPvBxpasf8dmARI1rXaONp5xkutpBD1hfkuVyGH7a1xeikOZi3RzSuoooC7yVBSghgBYnfED0uOBAi3dSEIDcF/axgKHvIuEs/X6EQp3ZPwbSdMTJjSt3DYLALx+2bOygpGG6MKYemi6DOOWlPOG5O6JsBZVlgNyzT1+d4vbts0wLEDNrWsnPjABtbFq5i5dIGg94oaSwkCN/C5DZh8xG8FGijGY765JdzRmbIaDAg0+a3OOFKpExtdTkLbL//HLPQkj2r+fo3vs6Xv/Rl/ud/4o9y8dwF7t5MN2BCYPfmDr/y6c/wtW98lf/ZH/59bK2f4+7uLX7xE/+ctkmAn0INCC4SQwQhELrLN/DugXwFgCIvkfJehLh1LaesBCnlEjpV15beeIySGTKfIKqqa9ffW0KIJaQnutCRP3PGZsSkvQsCxLJ+Cg/yGmJiJ0gkJ+1R2iRDoJf1Gage8zADMXggx+JUAMmbnoMSyXomEInr4CMNNU1HisxFRiYLQoe39tFRqh4+OmZtSqns6T6+6CHaFkGeBKbRMbUNrqM4LvyC2jXYYLGhYdpOMMLQ7/JMpBDM7RypJaUq6amSaZvYCiJE6tDiY0ArSS5LbLTUnYB3lCl6pkyiSqUgJPeDUTmjYoWDcIC0DtUqFjcdZc9QNzXzokYOochyqBVH6gihBFKmjdFFCw3YXU/TOtTaMWtnxvR0n8I2KBGJ6+cJQNuNDaVIabClTBqOuVtghO7izRMMTgxLRCaJuzPCK68zvnKRRTPFSEvjaybtMf1y0IlP9b1NWirG2bDTX6TCDNIIowmO1juEgLww5GoN3Uu8iYWfU4uGTBl8dFShwjlH21Eo+2a4jBWXSqE7DksInhAcgYAPdjkyScOK9LN97OSeHV5aS4XfuU4rJb5fIvOcvhol2NyNfaTzcGaN+PijXH/1JpOq4TBo6jJLGz/vsFgA8AE/r2lv7YNzZOc2kIPydy8R8+H6PbXemabh8QtMw4zWN2lT1ve3cgUiBFTbks1m6P6IaAwx7xGVAW8pZdllRASCcWSDBpRD+gzfCmKUxCAY9oY46XBFg8oCWibxPUIhfEBIQYyBxlUJJwuEoAikdmoIgaiSKM1Gj5Ya61saV2Oy1K7VXS8i0yVRCHx0SYCmsgTqsYJm0VLNawSg+oreOCfLDUqmNnYkkOsiQX4EmKFGIoiNwOvOSSIVOjMYnzYK5yNGSnqjPrnK7m10wRPrCkyOiCG1t/MRXoeU0dGF3zz4hoikfEdgFxWxsUQJ+bBk69w2F86f5Rf+6SdQWrG1tcXa6ir7d/bT+2UjB3v73Lhzm4PZlCcee5Lz5x/h6Hj3gfn+mbPn2fvipzncP6BpG2QvZ3dnl6qq8OHB4KRTJoAPHuctJj+9MaWCxpiM1dVVXn7lVd7/zPvoFzmNgOvXbhKK3/pSLGTRRY3rpBPxMcWRL+Ezv/U8tnILat+k0RWScbaaCo7lSyiWqZNvt+R9f3calKaEIooufrkT2FWhpok1Plha36KlSk6DzoHgYkAJQYnCRnAxJTgqmezDbWxRUhKjSsWQF2TKEPC0oQHRFW6ELpIajNJU3r5pExHkusDZ1FGo4mJ53RiVJbaqsDhSgmZP9xkULXhB7Rua44hsDYWQ1O2C9qjBZDlNa7ErlkwZMpEcC41v8FWkoJc+Q7PkHCpMDzHfJ0YQw01icEsnx/0n8cY3tL5GdNkbp9TXkEnU9ioyOOyNHVTlyC9sQNZDCkXr78GMjDQp/VKkmPC+7i9TP4kRLTMymXHSTPDeYaQhyzKUMngXEsJcS2b2hDa0GJmlz2wH71IodEfB1CpDSkXTWvLc4GIS2MooiV1BBCTqZPQokYp8pcyyaEhKpIjMC4TOCWiEF2RFib3+GrKXY4c9jueWnZOauVLUeUY0D4byvZMVq4ZwMsMuavJxPxUM5qFL4uH6na13VDT4py6mWFwh0VLjY+gmmZIYAtpaVNNgrEduXMA7lyrxLt1wYPpYl+TQsfuTFZCVOb5WRCuREoZ9g9ORuT3G+RYIXUCWQcuIlqo70aabelz+W+DwXcaEJ4hIELGzpzWdGEp2im2B1BkyeLxMbU9PYKAHydEwmTObzGmtZX1rFTkSaCk614NMvnqlWFErOJ8w1bqnGI56uImi1nOicRQyR6DpZwNCdNTe0Pg22eLoZuqiu436iFAS4SO5OGXih+XN581LSIW0AWEtcb4gNhaytHlvrq3y1JNP8lf/2n/Jj3z8h9na2qY36JGdbs42nTaFkkipOdqd4P0NXnruJY4ODhmOVpFS8OiTV6j/XsMbr73OS+ubDPKca68f4OxbVdvOpxO99x7nLKaXd5HOAJJer8fTTz/F5z//eQaDPivjMdfu3uXGzg6b57bTptiF+BDvFSF92V/+jHtkxkAISRD7dkXDqW6goaWJTfpakVIefYcmPo2TFvdZL9+87tc+CJFyUJakye5M2YaWuV/gscTomds56/kqw2zUnZ0j3ltU2WfgBRMZiYKulW7QUmO0IYtZtwFFCl0QYwI4nTJMkoZDpOyU6LqiKRUeqkM/CyRKpOeXTsAe1xyTqZyhGSWOQhQYJWmDR5KyGehFLA2ZU+hM0+8NqBaG6WSGaAz1YooYJTtmX/dQUieBYSsZDkaooJgdTxFRkomMUDcEBGyUeNcQOtFkiAIRE7Z54VM2jJIaFx2VX1C7mj6RYmuE6ReELzxPeO5Vcp0hV/uYMqfN82X2hZEmaafoJ15HlzPiosV6i5SKgRkymc0RwZEZgzEFSmpee+0lVldXWd9Yo6f6VL5mrHoUukjvS6cd8rGjNQqBs56XX36V97zn6QR162RL5tTeDcQQU9dHSqRSCKmYLyoW8zkS6KEpx+tY76kmU04OJzzx1Cb1ziFcvUA1HHD79iETlVMPewgpUQLuH6klTP29roMUIO/7+9D9PT4QphX+JNnXs80VRGZS2/jherh+B+sdFQ3H7QkXRxeJISztVw7HQA2RzQwxP0GHSHzsaVpbd5vAqW89nUorZrTtDBcaTm/2ucrI+qqr7AUemNuKpmt/ayExukie5FKQZTnD3gpZ1qNxNU1MLcgQbUd+y8lljk8R9KiYooVr37CqxvRFn0ig2LgAd28gNs5gih46pGr+8OCEye4UPYj0L+cIk0A8lZsTVUGuyi6sR+N9Q4ixSwTsEbD0xzk5IuVQdLNaYrLVDfTogdfUxZS1IEJDlikav4AgSf+o5Sn4/tP/6TI6o/nai7BoEE+eR0qJmgGHc7bObvE9734/P9s0fOyjP8DG+hooAYVEK4VoGt793nfz0vXX+OJXv8z/9n//5ymKnB/4wAcY5D2yLCMSefQ9j/P7f/zH+OSv/Bq/8Il/yvp4lfVz25w9e4bhcLi8TSmVxgPBO3TMyEyOEXkavwiJELCxuc6f+jN/kj/37/0FPvPZzyZnSr/H1fc8Qb17ApVDjFKAFYCzFdzXXbknWoTpZIHQitG4T2oF338TjLjQcn1xDZNJhmaADJqmTYRA1W0Gp1bKtyNKvnkJITqHAoDo0NSemZ/QOp+6UVIgpKKfjxmoURoddImsQgo4/xjFa8/DqE85GHd3fIlXqbANBKZuxuHskNViIxkSpUF3r0fflDh/GiuesbATVrIxRua44LFhgY+W2tVooXEE2tjigqOvE4dCA1qVKCGZ+hOOmgNy3UGCNIjNgOkngFp/Y50NNrDO8sqzUzKV0dMDeirpKDKZM1I5uTI4WmxomBxN2FgtMfMKrxSWgMWhpcEIQ4iexlfM3BSBJkSPDS2VXzBtJ6nAi47GGYqsZPzx78LMA/N/+C8IIaAvn2fl+z9I09bpoCITuwESDCxh3i1zO2fSTtDK0Fc9skWBVBlmJUcZjULzV/9ff50Pf/h7+ON/7A8zyHoUpqCv+kjZ0RBPU0pj6hZZa9nZ2ec/+Ut/ib/5N/4rer1iKcZWyuC9JfqAlgZNGpEoqTmZnPDJT/4qn/nM5xmvrPCjH/4BPrh2joPDY5599lk+87nP8Vf+T38ZkeVMKsfJSMCFsxgfaK0jV5JSKcr7LJELH6h9wIaAC5G+0fSVRAmBj5G5D0xbR1zUtNM5vrH0xn1YGTwENz1cD654b5/+dtY7Kho0iekuVIK72NgyKFZRtw7QbgrDFeJofSn8aUPCQItIEg7GdDoRspuLuwpETuPnyOgwqqBUOZC+f5wnhbwUKtm8Yo0SlnbqOHITLl0+z/1dbRsdJ35BDhTqnsI5AjvtHc73NwnBsb+3y+GNKfmgJNy4y/lnBqi1wNROqPyCPI5xRYvIFEpkFLJk7k+QMoUWheip2gkH7hjvHaKLTu6HktU8RRtXNoF3BsYwdzUDPYAo3nIoPp2bymDJICmzRcSGNsV+E+nLHkGconDSA2RZj8Vnv4bSBnPpLObsWf7if/ZXEB6iddC2XDp3ht/4h/+I/Ox2ZzmMfPAD38Gv//qvYhqLPzjkJ3/oR/iDf/AnODw8wCAZCYnVEp8p2naBUoaf+P0/zk/+wT9EqFqa23sMexn60iNIfU9H8Nf/+l+jpSL6FNhlutHL3/j//HWU0SQ0cOTJK+/hH/z9n+fwaB9jMnplD607xsDeCfUXnoejCXJ9TPGhp1MHyCf6aAyR2cGMduaQosYWGX5cLIO2T5fDc+gTznhDnSWXOUEFGpm0Bi62aJEYApn4nbd9lVCM9TpOua64O4UOpZu7CxWzdkoENovt5ffl2QCdDWnbBU1saZpFypEIsctqsOzWO5SySC12ZCoAnCeSklpdkNgYGcgCLTTr+WYnrFswi4tOcxGX138bm27Gn96HICJ9NWbWLsA1GGnYLreY2wqD7DoDEoHGtZJ82Gc1KwnRsdfsYqNlq9im8TMqG8jLnEevXuHmy7d4440XOfPoOXqba4SOxaCFpg4VEzthZqcM1JA2NgyyET44Ju0JbWw537uY7jHd81zMZlgs2U9/GHN7iri2z+xv/xPUo4/Q+66naIUjBJuKNhQHzUliYfjEu1jXA07aE8xKSSkzTJbGhIR7RaiShpXBmY6foomus5HmGb5p0SHZWd+sJtD6PraHD6gsFV/eO5xr8N6iyZlXE44nxygh+eEPfR//6f/z/86fK/8DVlfHKCMhRMLBMb0Pvw+nFF4rcqHYuu9nvd02H0m/Q9s25HnxwNdE4HBR89qLN/DTBbJfIC9uvc2jPFy/51eM0LxVqPxbrXcGd9IlczehUGUKhAka/doLIDPC6iaxSC1VHxx3qts0vkaLbrYrFSvZCsNsiO/iby0pzMjGSPQNgdjpBSJzPyNTSX8gkBSqwETD8JzgZG/GbDpn4ReU6vTDkhDUPSFT2E3n/w5dWNBKvkK0kr2dE9rasnZmg/XtNXacYLJXQVPRDlsOrs8oQ0t/PGDQHzAwJQrBQA1xMRBFSiIUSoCjm1snK1yuS6Z2hiRSu6prBScraBQ93k7CZL0lIlLwj8zT6UYk0Z2WeQLTaJOSF9uIcCnls/r0lxBKos5vw9aYtl0gpSIK8KKBDLQqCN+8TdxcB5m88amtrfC5pt09Rg8teVGwsbaGf/E62aMXUZlgvlhw6+VbLKo5w/VVlFbE2mHnjnnluXiJTgjWEvFoXYA1RBFpY8PCLhgT0bpIJ7CQbGhCCJx0DAZ9tDIode8SzFaHxPddIU4W+J1Dqn/xJZAK89QjyM0REYsuchrXUBYlushQvHU2q9Gs6U1KUVLIxPdw0WGxSARG3BM+Ct7apj3FSJ9aAX1MuSAxpgCmRCVMjzn3cxbtDBsc42zM2IyTXoC4LAghoZdFcEitku3QJyjUfr1PKbPU+g6OJrRY3zIwAypXEUin6Z4s6WcDiGn8djrX9/iOhGhS0qQsWM/XOWwO02ijKxR8cNytbtPXKQxKR4OPESOy7nlaMpmxkq8ws1PiaVKz9UzuTMlraHYcjWtobCpI9tQRmckZrQ8ohhkey8aZVepXZjihcVpDCMs2/8ROaHxFqXKEFqzLDYzU1K4mKlhVaxSy4DTx8zSKQUfFTr2DGRsGT59l9NhZ7Deeo/4XM9QjW2Rn1xHjIbPmiLKzSeYipy8GCATaF7g68OWvf5EvfPlLECNbm1vcvXMnvQ9C4Jzjb/yNv83u7h5NXXH+/Bl+/A/9AS6cuUTbvDUQSgjFfD7jq1/7Gp/81V8DoG0sf/inf4orVx4jyzTK3xMKSynolyXvvvQo73n/0+zu7iBldz9IFQ8vvXGNT33pi7xy8wZRSLIs43/1M3+asix4/pvf4Fd++Z8zGA45Pkx48ve+5/384Md+hNVRj1/71K/x3Ne/zuT4GGMMl69c5WM/+COMc4XOhoRBL40lHq7f2ytEcA5aB7OKdl5j65bFZPJtP8Q7i8YWSUylnEe1FaKtYTBKCY1FQZCC1lec2CNmbpqeI+lmm4uSZSStzMhETiYKQpghuzbtvbjiZJFSUndMBQldq17mkrxoqWYNs/05atUQCemEHSNRCYSWaVMnzQIjkZyCyf4EFpBnOb2VIpEry5LqcIZtW2ztETWMzw7J+hkiCyzcIn2mhcCoRJdrg2XSzshlgREykQK74mHmZkThu9FEKnhGZrhU4S9fyxhpQoUSMrWggwBnl1+jhUK1nvbG3qlomujS/D1mCrnSR6yOYKVPkBCcJQjfPXbanL0EWWia599INL2VPmpzBTKFUJo4WRBkOkUZrXF7J4RL5/BCEKRD9yWlKSjLDKUNsV0gj6fMpeDg+l1EptGlohwYgkr8gSbWLEKFjS2ly/Ek8I94QIvgOx2MTyTPbkkhodBE2UOIkBT0tcfvHCCaCnFmjazQbF7YoK5q5pMFvWFJZtJl7IJdahSM0IiOHOgJECKNqxB6bVlkvlnHcAqAOh0OnS4BiBipXM0kTOjpXipoO6SxWyZuimW0dowBFxInxMg8vW8hIAerhKZFhglqMKCni84uybLANNLQV32a0BJCB05SGdY3ZCpHkOinuciJnSgyMRAcHtfpMOKyYFdKYkNLCAHrLcRI61uUSE6gEO0y5lsLRaF6iWYqFN4FjFY0PlLmJZmBvnLoIHBeMjCOMlRoH7F5Tu5vcxLh5KSiNROklsQ2cVR0aRBKpBAu78hNGgu5bkSxkq3cpy/pSoeYum4+JI0SmSCajPz8Cuawhr09wmRCHA4wT5yjAFplETQEH2lngZVRxquvP8/tOzcxmeKJx6/isSkIzHuqqublV15md3ePK1cvpXFJVfGL/+yX+Tf/9Z/pnDwSGcXScZCEvYatrS2eed/7kFLy2d/8HNdvXGc0GnLxwnnCmz7vznuO51MO9g8ZDAbkRQEnJ+A8KEU2HHL+ylXM+gaubfnNz3yanbt3OHfmDId7uzz31Wf5yT/6xzl34SIvP/9NDo4OuHHzGs888z7WNjZ54l3vpq4rJsfHfOlzn+Wj3/MRBsMSrxR1UTyYWulDOqCcfv6k7P48HF38S7ViTO911eDrFle3ROfTNddYgnWpm/kOaKDvkAgpMQ5kUxGrOcFb/JmLoBQqJHGTjZapPUEhyVSOxxFF0i1IIXExooUhU0VyQPiIiulWf3rzy2VB3/Q7zr28zzUgaeuWGARKaeZHLV7UKBVRPiJCIGSCKAXFoEhzdiC4QDv3uJmln5WYUUbR69wTQlBL8D7imkBWKvqbPaL0uNjS+oAUEiUkRhWEGHHe0fiGgRmRaUMu0g32VOXehIZcFmSyIJMZAzMgdJtZeh+TSK0NNbksE8iKlHchQkyQl7qF4wp1MOeU4BKIRCWhl5FdOY/ol2mzCK573HtuhtMWtNwY0b5yG2xIGRBC4jONkhLmDVHMsTuHRCnwR1O8t9ggiCrQX++hMSnZUBuwgTwG7MIyf+MublBSrg/Ji4xABVEzdzMa2k6YGnA+nYKXlsbOghZjIAj3gDshOd0BBWwMkRtDwklNeOM27BwiM41ZH3PmkU2uvXCDxbSmru2yaEiq9diJAWUHMlr+WKyzvF2xsPz53et3mmWwvO6RyTEBTNpjICDEACMyNCkHIkVqpw6GjIJApPEtRmpUx2LIyIi9EeLwLtLWxP6QkVlhEk86PHNycvT1gEzmy5yHXGXJreBSVoEg2R41qWshO5CYjxYbk8NBC5UU/zK99pPmiEzlHeegQSDRwlOaHuhi6S4RzjLwAiMEMXiscwxKSWMiuYbMKEwvI4uK2hb0MgvCEluZ6I+LXWR/g7Z1+OM50miEjVjX0o99dCFpZIWTCfmNoOuGgJQPdo3S5yR1eXKZdwJny4SW0cU1ymGL35ng9o+It3bJnrhMlIFC9QgxUrsGN4lkaxmvvPIKi8Wcp9/9Lj76sR/gzsFN/v7PZWnkNZ/zlWefpaorLl1+BHTkhRdf4pOf+PVUNMjUcUpNwHvXhdaarc0t8iyFnD334jfZ3dvh8OAsj1y8iI+eJM+WOOs5Pjnh+TdeR6E4f+48eWHYvXsXXAClyUcjLl5+lHXbMp8v+MyvfZKdnR1WV8Y0dc18OuMD3/0hxiuJ13C4v8fNWzf4zg++n82tbQbDESEEbl67xj/5+Z+jbSzZqIeWKcCObrPwzt/bOE7pUEqC7qyhUiKNAq3SIeahBuJ/mitEorX4eQ2TBW5W4eq2U82mAlFmBp0bBL+9rut0vaOiYaAGtHvXiMERekPcyipVB15ZKzbR0qDQZKJkWPbJVMHUTmm9pa/GZGiiTB+i2MVMZ3II0VLFmsrNaVzDhV6fNbGSAoeif+AGfnj3GFs70JqajNdfO2BjXNKXER0trfCEmWfr0W36gwIRIrOjObu3D9g+v8FgtY/O7536x6FGbg0o+wNsXjG3M/bsLj1VUKiSXjagJ0tcp0RvfE3As1lucNAcIdWQXElElFjvGOeryFYlr7oukch0qpMaBEvFfuMXnb0rdShQEbE6Rsxq5HiEvX2Eu7NH/szjqNUxQsk0DvBp/BMAguOU4X+/SPD0xhYBvzGmOLeKrAP21TtUn/0mycPaIPISd3SX5usvMJ/UDM9vQkgK9xgDpSzSDROIwSN6huLqWTaeu0WYztiJnqowNHUPl7dAy8xOUFIzNmMyWT7wfE7/t5KG6H2nv0nQnDev6H1yUPQ0+vFHiLf2cZ9/gfwP/gAxD4zXBrTW0dYNDNPPMcIkJ8p94sm2m+1HIlqab+XO5F7Q9YPrNG1yJVvFhhqNSuwHkTa1lXyNxs6RQnRsjkiIjoVLGSOVb4gxcLZ3jlpIjBJIG5DTCboYMtJDFn5O41symbFVbHPS7BOiJ1M5AzMikDDH9rRwEJI2VGhdoDvyaIiBxjeUumQlW0dLjeviq3OV0zMDTuyEEAKlytNsH+hlA4zQSBtoD29SzBbpGokRHQQiLxltSG7fuU0cGtRGjyYv6Ykcna3gTEasF6g71xkEwaVHz1ILRd1amsbRG+RUQXK0d0JUHrOqEP3ItD1CdzbJtWwV8Sbr62lh3VcDtNTLcLKZO2HqGoqLFzBXCtT1O/jf/AZMF9CTKCkodU4WMw6YUQxKdg6OGJR9nnj0SaSWnNnaZjgYoLWiWsx56aWXefXlV/k7/+1/j1KKarGgXqSxhJQqfW5jIPh7hfnx8RHPPf88X/jil5nNZrzy8is888z7cMETRfqMK29QwVDPGm7cvMmzLz7Hn/m3/i2eeOIJ9vZ307UuIGaSOzt3+fKXvsi169eYL2ru3rxBVS0IIZBlOavra6yspUjvwWjEfHKCnae/f/XFF/jas19mNpkwm0yo64qqaZDrq+AjsWpgVsPxlPp4lgqHEB/8PESQSmKKjHx9DOM+5OZeJsXD4uF/GivG1ECyDu4eMr97BKT3VueGcnUIRQZ5BoUBo1nMpt/2w7+jooFXvkrzxBUqLZLYaH4DoxWFGLBb79DTfZTUTOwJuSyQIrWhM9nR3mJSry98hfOWiEcKg0ZQ6JJhtoXM1XLObE4x0SSef4aGGOmvFIy3xrggEetj+rlmJYOBBhDs3j1i//oeuy5go6MSFRfPX2S0OUQq2dmVPHgo5BQ16tH0CuYRJu0Ji2aByiU2euZ+QV5e4M78BkIoxtkKK9kalV9wZfA4Cz/HCIOR2VJ8OSiH2NiwcHPmdsFWeSZFanemqNCR6sb5Gl0lQRQaNh6F57+EuzEgVA76BawMaDvV/31XBUiXDANRcTr8PZ3D37t2It63BNsglEa+a5vy6UvIIKnlFC0KdMzgYI78xc/A8QFKCLRUNHgO/SHreiU9RzRhUdPe3KN45hGOv/4GPiRahQPyLgciKy8klb5QS8HhA888Rpppw/HeBG89WWnYvLD6lkstxsjuzhE3n7/F9rl1NoY9eo+eZ/6JTxM/9AzBQ55nrKwM7/uut7bYMpEhpKTQPQZ6gJDqLVCq02V+GxeFEIKzo0cJwRODT2mNIllfC1kwbU/Yr69zbE/wwfHo6Ap9M0TrxDSRwsBxAwwIuzu03/gCDMf0rl4kOzfE9YeJKuprlMoxXncjBgVktEzS9WwrBIL1YmtJLE2UA09rUxdBSZjZWeI/aMVYreNiw3q2mr4yekq5kmy6d69BXSWdUtknvvt9RJ/SJ4Nvyec1VWyZH4AcjhCrKZbcmxG+0+CowRj15Afwr30DYw9Q62folWvLREsT5igjmBzMOLlxAn3B4dYBjwwuIVTCUL/dzej0vuFcg1HpZ1kfyHXOvJ2iXYuqG1QUIA1aQONabGjJgqGIBoGgLAp0JrEk15bwBXXjaFxLkJFyUPIHfuoP8CM//BHWRuupwFQCQsT9/9j7r2DLsjO/E/stt91x19/0lVlZVUAZAA10A2gHNNndbMcZShzNkCJDHTMaRcg8SE+KCSoUoQfpgQqFGGMiRIkzjJCJGI5mNAxy6IZD0802aAOgARTQKKCAclmVle7647ZZTg9rn5OZVVnoTJgmOY0vogKoW/ees/faa6/1re/7m64FIt49rEvyn/8X/xWLxZRf/uU/w0df+jj/+d/6L7DW4qOjCUuO2mMm1R6xgVE+5Ed/5GP87/7Kf3A/qY/356GPkb/2f/mrfOYXfpm/+D/7X6BNxt/4j/6vaK3XU/tRYkzWWm68/Tb/n7/xf+d/+b/9D3j6yjXe+fZrvPPmGww3cholce8eUN88wLaJJp3lGfmkQGUmVRN0qkL4ZYutW9pFQ7tIQO5qe4zZHMG4gh9iIv71iGWLP55ij6Z0TUdWZOTntxHjKiUL32M8WdJw9TlUZtC+Y0tvUBbnsL7juDtkaRtqv0BLRaVLjrtDBmHYc7MDNnQUsiKQkOZCppd7kg8TzekBSVbxUC8wEPuep5aKtrUok4RUMgVPb2QIknDO6u929jbY2hrRhpbWNzS+xcklragSUjmunPkM3aWnsIc3aZeeejxcl7MLnVPqASA4aQ/JVUWmk622Dw7vWryqKFSqJjx4zXN3hhIGLTKkqDnrTtFKEkQCvIUYGZkN8jXoK0UqO2fY24fIyxfJnruMtTW+5+mveuYP/AHWt2nhJvlmdHTI2F9PjNjYkQNapcni7KKnBxrsF79Nd7xIyllaETHEaYPOBlR6gBE5DtAr0keIiC4tnIte4TE3knwgEEEihML0VY9AQL+HmRBjxFnPu6/fIstzVK5w0XHr9Tucf3qf4JNLqHWOs5MFR28cc/naOZq64+7xnDIzuI0J9nNfZuuj16j2N1D6AeyBELShSUBCPQYpMV4R3rqDv30PmQv03gRx5QpBqR7I6e9T697Tg14lelJIhFJIo2l/42XM5gB1fht2t1BR4l57E8ZjxoMR1XjMVliSy5LwxdcId7+JbRqE1kRrEXkGWiFLRf78BvLwLu6WRRTXkXJCKNL9VHqAQvWtMcVJe0jtGipTomRB5y03Fm+xne9ilKSQRa8IETlpD3vp7OQKuZK8zmXJrDvD4yhUSYiR8t67LDfGdHv7BKXpnEMva/rGAJ3vOBQ1Wmb4Lctpc0p327F3fvt+8hUj3ll8qFHWIq48m5QnH/D18DFSjDSmGjPcKTh645Qdv89QjjFyxU64H8lF1OOJSWlRpTmrhabIS7rY4aOjjR3Z2FA9fZ72N/+A7Bc/xSTf4uzojKN3TrDTBu8tH37+Q3z966/w9//+f8uf/ZVf5A9feYWT01OUUGxPtvnMJ3+Sv/6f/aeMioqLFy+QmwzvIj/6oz+6fs/se8TMgnPUy4Z7h0d87esv87u/83s8+9wzQJKTHmVjlM5gdoKwDTJLqqftF76JGpW4o0P8vSmQEkrnA6cnx9x4/XXm8znf+vrX+fRP/jSPEzFGDm7fZnFyyre+/jVOT0+gE7THRzQnU2KIDHcmsLuByHTSg1nN936tUDEiQyTzAc7mdAdntNMF7bxGlznFlX0osx9WHP5VCx/AOuKyJZwl1diwbHDOM9zfRJzbQhidks7vw7N7oqTBKkOlyp6upnoBFMMIR5RTYvRoJJnOqfSQEDxOACK5A5aqwoY2Kbb1oMhSFu+zKX440kZpRCrjr1jZQqTNScuACx0Rjeg3Kd1nzzIIpAdnLQtnsEH0krV9W0conPboKCiEwZsBXegY6EEy3xLp2wqdQ794C5KYz9wvGcXNNW4otQcSKG5qZz2AM/0jRKSQZU/LE8QH6JMPKsXFRUP37pxwtkBdjsgig8auKxRr2pcIEJNhjxQSeldOISTigdNLEt5Kgj8xCNbIiKgRt2fQuFTCihFzfgP5/FO424dICfr8GBu7dBJTCiMkUmlkkdN9/QY+y5GTEjPIUBIQDkGG7wLNsqVZNuuKkcoTTZcAvvGIzjParzClxlrL2WzKrW/dpXUWJSVKSaKMlJsl450ReW2xrUMAZrDNaFRRHPciY1f28f6+0JQWBmU0JitTCf9Lr8JyicwUBEd34wjePQUpiVmG2BxhdjcJVVoMV2XoFYhRqV76uGnpfvdraSs+OsKfnhG+fRPnQjpN3zpMfWMBxrZIaeDwFLWzidi+jI0WFQQqKwgSogFfAjs7yKNThOmQ0qPMMOEUeixD6zuWNqk6Ds0QoxJOQ/bAWh8chR4ge5piqZOGiFnhOcRK8ik9f60yjMgpZA53b+InE3xhsDLgQwNENsSQEMGGgPWJC1KqnHyYUR91NPMa2zl0nrwjlFJI5xCzU+xoQpQRG+rU3hAmsY0ArQyZFmhh8JsBvwjEcSTo0DNHagpd0nm7Nn5y3hJkAJHaZi4GXEiVhtY1RCtB5tjdbdqv36A+OUvOsYsatGB8ZUjjlzz9zFPE6Lnx1tt885vfZmdjhz/1pz7L9evXyDLDs89f5xd/6Wc5PZ2yWNSMhgMunD+X3pgYiFKgjGY4rPjkpz6J1ppP/uiP8dY7b3H37l2W8yWf/cxnmIxHbE22MDJnnG/ibtymGA64+tx1BoeHtC9/m+X0NqG4QBgUbFy6wDNEvJD86V/8FTpneffmO5gs42d/8ZfZO3eOoizZ3T/Hiz/y8fU839jYRIRIkWVsb23xqZ/6aY7u3maZl4zHm3z2534h4VakIN8YYsdDVFXAIE/97EeJxfX/ECNRCkyeoaYL3LzGzmvizQOKizuIIksYiB/Gv9zoLGHe4JcNrm7BemLbYaocmWfk4wFqVKbqwvcx0Xsy9kRMxjLZA/xkhWKgBwQZicGjo0RJRaYKlnaBEwEhJRkmSfCG+4JFqpfaXX028L7kIZ2Ye5AZAq3SNhh6OWmgBxmGtdfDCoGthEriL0KgZMnMSsZaUimJ7n0QhJAYnSfAmhoRs7iWkJV9slOocn096fTp06ZAQn6Lvhe+7nP3lQwlNLkuMVpTqPsmSg+daJcttJbYOsKyIZgBYuiJbYs/OkOOygcAjilhiCKA16BCn5SIPgl7WBI52TdoCJJA378UCiEM8cYhqqoSgLpr0Vd2UZcvUv/6lxFnC8RWhchEb5EsUCIgM0WcjJh9/TX4+IfJt4bkw3TCXU3KrnHU05blbLm+V5Gp+xtyGxhOKgYbJTpT2FbRDjoWJzWtTwllnmcUo4zBVk4+yDF5hrOe4Bw6zyj2NvHfeAuOZjAcIDbKVOoVAh0konZw75AoJeHOPeTmEHlum9C2hMMlYtb37zIHQaSEqtRJSCpRZRAbOcoDpzNi2xHrhnB0Rvb8U4TZjLjoiNMFzraEzQm6tQhvEQG094BDjCvk1XOIS3sIXyPJUDJ5ovjgCMEjNhXaf5sYaqjP0Nrgg0cUFUJqnF8wdzOGOlV/Wt8QhSDr5c4b1/TtqdWc19hoQSQGzso3I5IEXIzMEqg3QGyXdDvn6PyM2i5xwSdsQ1/1E72xVwJ5GrIsxxpPtIFm0VHmBX2/Ddm1iPkUu385MWSiT5UuwIYO2c+P4FOZP01T0YvEORrfUPslCEHrOnxCNBG8wwqLVgonEgbDh4CSioVbEE+hizk2N3S2hXnNsl0kw7CRQO1outCwu7tFpgyT0YS79w557vqH2D9/ju3tLQKWjZ0xv/gLP8/LX/06Td0xGAzY3N5Mlai+YiOlQg8zPvvZz6C14sUXX2CyOeatd94iNwWf+sQL2M4yHA6QncAc1viTM8q9TZ5+5jp7wxHu5m3qIdSZIWYDNoYDntveZeE8n/7MZ7nx1pvM53PGkwkvfuRjlIMKU5TsnDvPxz/1aTrvsT6wsbXDcDgiywymLPmxT/0Et956gyIvmGxuc+2551BaEfIMmeepxaUfUzpaCESZo8scMo0wmnAyozuZJZXX7TEi/6Gq5L+UiDGBV9sON6sJZwt83eCtR2QacgN5hhxX6NEAfgBy4U9mjS3Uo+WMEQzlECXTmbgj9bIrkxYcJfSawlbIot/kwMg8DUBfzgYeybsXQqx/Ho3CA7b15JVBoShk3pczLfT99LBOQiS5zihNybdOA6JMCmuaJD6UqQqVD5FRkMWcrNjDRddrTGgy+UCfW0i0AC1KKlHihKf1XZK4DoHa1xSmYCPbxAiDjgoVJUpma4zdfYVASfQBd+cUd+sQfzoHrRj88k8Qbt7Cvn2b7svfpPzsj9GRFi5EABl6uYdVItG3Ld7zb6tKTFK2SziOpP+gkT7Q3Dqg+PRHINP4w2PkU317YFwS2w4OZmQXNwjaI7xKSHotsTsbHErLYGgYTQYUZUFwgRgk4FicLmmW7Tqh0yanXizX/WAhBFc+fHX937MiZ+/KDv5C8kRQUid79QdCZqCz1NcHCFKir+3h3zmk/cq3KP70J3AxJiXJxZzw9m0Wf/BNRJZhrp9HP30RsbdDsC3Zs702RIQwX+Leuk3zzRuIZg4ohDHIUcXgJ14gzjral7+Nu3uIyDOyP/PjiMkQEX3yUBCS2s9xXYNRFZkuUNr0vedI0y4TnbKte48Kj1u1QiCxFYhIoQhnpzCdI2c1UQT05WewKlWQfAz4kJLZAztDycSwWBnFze2MSMQIndwvfYNQkVINErNDyFQRkAkjIa2FdonY3ECrjEWzZOkXKHnfP0FJTUaWqJgOLBYlNOWoxKtIfdwymSTvBtksiYsZeEs+GONtS0aGDZbaL/HB4iJYPLZ1LM6WLI8WPPPSs0iTzOSSKZdei6K1oaMJNTF4CuXpokqgaAGlLFnYOafNMfN7S2STsTEeoQVsh4jeHzEVcNIe4bqaMqvQ0nD+3HkuXrj8kDZI081pujlSaM7vXmL3z+yh0Aih8NHRdQk/okKqOuk85yd//MdxrmM0HvDC5HlefPHF/tN6UHLr8IdTFr/3h5iXLqNk5Nxkg6gzQrjJfOMcs2JClhuKTHNpz3BnOmeyu8fH9u6LgK3CAtXGFh+ebHJad5w1HfsbG2waTQyRu2dznjp/hasXrjzw0qREfiokzWP7Zz8iRhWmyFCDkuWbt6hvH1EajZoMUsXhh/HHFzESfYCmI949ZnmU3nttDPl4gNkeJxxcpn+gCZ2ID8LuPyCm0ymTyYSbN15jPB499N9ijLSxTQI/mPf1sR8M5zt0rxRoQ8fSzxjrLdKOev+09J3i4J0TCIFylDPcGq6vAZJG/NyfITEEVhbQiXeuRcbCw9JFtISt7P6gGi8Qyyl+eYo//xTRW7rokh6eUAnVLSWqDtivv4l7813E+U2Kn/kEy2a6TqZWksR5XhGPUzLQvX0ATQfWv/9mAHNtF3P1PPL8Ps7ZtODmFfYbb9B9/Q1EVlH9Gz+JDbP+NH2/VZzki+UDWhaBI3ecLL1lsR4XFzu0ypE2wsEZ7b/4CsWvfBphctw7d/GnZxQ//TFUY1n+2hcRV/fhuYt0viEXOS52HNw4ZnG4oEAwvndEcXBA9tzT+Iu7zI1ievsUgCZ4htsjdi9vIxSPNIN61DN+FPvjO4XWORzP8G/fIZMBPv4CIOi+8g3st25Q/Tu/CPQAQWeJ4f3j34WWqZ9xYXAFzmqEgriYY2+8jX/tJiFC8dOfQF25AFrTtjWE1A5LYMO+zbbS6FkD3CIudtyY38AI0wNkA3vlhYSNkBrhOpgdw+E9xPYefjhBZDlCSFy7RL35DcR4QBxtE6oNrOu4U99KPJC+fTHMhtxc3ErJR19ZK3VFbgomegMbWly0CV9DqpgJKZHzKeL4Hjz9At62HDR3mXZTXHRsZlvsFnvrpDMQWLh5wuUgMbEkLCTHbx9TVBna5DA/Jc8Vm89dQz9wsrHBsrQLzo6n1GcOu0hib8PRkO2rmykJXsmkB08ba1rXItDM3ZzW11S6pFRDTu0JucwY6IrCDMhFxr2jQ2bTBSITbJybcKXdYvGPf5viM58gXNyitosEnoa+TSN5r5tpTA/skfMuxMC9+hab+e7afGwVczdDC7XWaIlEfPTkFIQ37zB/9QZvb4/56rc/T4yRc5sTLuydI994im+ILIEKvx+aCD4QZ0umr75DOSwJPiluVBd2YHv8/SlLx94srf8eYzTm/Bbm/Pb3/tk/jMcP6/BnC7qbB3RNRzko0fsbiMkAsoddgp/0uS/nM/69n/goZ2dnjMfj7/i7TwaE/IBI2v0py/7gDSGswXjWW9oVsEjDCvX+OJvFo2L1dwrNSG+y9AsyUdG4pMVvVEJmV0pQqvez7pwWCBER1qGU4c7iFkpISlVhzBCkJBzX2C9+E31hm/znfgz36tuEr71J+ezFVKprO8y9M7pvv85yvgSpUdsTqh/7MGJzTPTpJB0jiCiI0iOCxoWOVgpkvWC1+1jbIp6+QDaucL/5RezXXsM8tYcvM7yKCNGjoGXWl6bT+AJs6q2HhInW2gdAPDiBGwcMfvEncJMCnRWEW4JQ97oKApAaITVRQtstyXXO2XFNNR6yuZPElYrsefzhMctX3mDx6ls0F/bZe/EyQvi0sEpB7zT+6Ocq5fsYDN/p2fvoEVJhdI5WGpY17q13CMenxEXLIkrKb79Ge/MUkRuyT72A9S3RJxCtizbpfzzQZoK0V0QXaNs5oug7uhsVYvwh5AvPJFM2JXC2Bbuy+Qb1QGIsEO+fUMDSz9kqNmi9pXZ1Ov0jGOUbFMdHaOsQG9tw/cVk/BYjdTtnbucIBbvPfJT25DZytsDUErbHGKGwvcJkIHLUnuCDQ0pDKYukixIDd+a3GY9HFLLEk/fy0jXz5gwNZE2N8UtiO8UITaUrtNSpFSXg5uIGuSoY6BGlLtBCkomckRlig8MOPeeePU/Ek8mM7qyjXS65/cYd2rojLzNs5/A+9FosNaYqmVweU1QZuSnQvQ21kVnSjsAybadIqTFCrdsZc7cEklpmLnO0zBnIIV3taO44skFGOcipZMGs9EgjkMagTMK0eNvRxRbDqg3qH6J2ijT5HjnvBIKx2SREy1mXWlqVGZGJLDl9CrVOJASCMhvSfulVhHfEp7f5xle+wL/9l34VqRSvvPIKr772JufEDuwN/gjq7+NHsI7mrTtIKfDWocuMfFTB1uiP/uPHDZHe5ziuGJ3bZHk0xZ8tMLmBre+8wfwwvk9xOqc9PMNOFwQfGF3aRexugFapavvHCE59QnGnR/dHAuF9DIJVxBjWPHlJEj6qXU2IyfI5fe7j33AIjjY2yZHP9zbW4j5WQEZJIUuEEGitepW7tGCkxP5hhDxErOiQxpGVBtW1GJVcIIQqknlN43B/+Dr66XOIvQ2ocvRzl3FfeQ2aJqkd+gBGoa/sIbOMKCUUCj9SoC1BQBdc32tOpxYvI4SVi6Jfn4Kc71IrYaMi/8lP4N+5TfvVOXJ/A7W/idoc41xHwD9UeYCV013sWxPg6DASlFJEG/F1h9geE+kSwCvTRKPx7x6gzu1AmSGsRU5rynKQ2kAmp6xK8rIXzAoeazKyq5cQh2dkd45RMZB/5GniSq46JCyLURnCtgkkaDIgEu7eREy2CUonrEUaACD1vyOQqdQWks0Sf+uEcDxPDqmXLyBLTdAZ4vx5TFGgPczrKWZnDJ3DzxqMNDjfrMdidUJ/MLFVQlHoFR5i5cYpiFqCVjhiSj5CTPgYobGx7RkVCvGIVtoqtMwpkGjRAdD4mqgE5vQAiSJUQ6zJMawcIpLOxNAMgEgbLKEcIsICmikxjPAxIhF4QpK1JrKRbSUAZFYghOS0PmWkh70FfQLiKiQdS6IUiNMTgg/UkxF1c0ihKny0dLGjCx0ueCQwUhOEENS+7rUfUlJiVEZQEZkn3RFVn1GOK9xoyCIKsrrCW4seS6ywNL6jiJr2oMW1CpdLhGxwS1guFuvGmo+ezkM+hHyYkStDqYrkU2FG2JjUG2dnc9zcMu9qXNmwtbHJaDhCK4PWOWFnh/bVt+Gt2zAqMc8+RRAhgYF7W3EBH7hevTdylWTIV+/YShL7fsLQu+0qQ/fNtwhnc+gsNnRY11FWA7TWKCmwtsWvkszvxyK/bIgnM1xryQdFKl1XBWJr/P0vT4v0pMTuBnLe4JuO9mRO/sOk4QcXIRKdIx5OaU/n+LZDGk2+N0JsjxOG4V8Ck+XJgJCHp8jJqEeYpw33of8eI5FA57sksyqz/kUN7/nN9NLl6vFVqFZhbUcjG4xMPcfVCWIVQogk8gOgHu/2fHBEKYlFCbMjSuEJ8xYVagIZWI8qDPLCNlR5kmneGiC2RwglidYTtUj9pL1NGBQ4HDbUdH5K5gukM9jQ9ejEuKbHKRL4LvRAtRXSXEaF1Bou78N8BgtPnC4IXYeY1mAkcmMAWq8pUyEmWVjfJydSJEdLhYRpTWwslBlBC7AR7x2xymE8wB+cIs5vIc9vgxS4paVuBCbPuXvjLl1jWdkxRdti5y3XXrjK5v4mZr4g3DuFu6fEcYnMDUIbsC3x1jHR2kTByxILJR4fwzwQ8zyBdsoMyqJXc1TQWeJJAiDSzJFnNViPMElz4d137jFvLVFpdFmle9SRvd0t5OkcdzQl3DpE7I0RPQ5lpfa4aicIIZBCPmBstprT9+WL4yPEnlZUzEBAxGS3LR6xAfngAAUxYRdMr8yoFgsYbNBmhnlckrUdpa7WczcXOV1omHdnGFUkLxbfIUUykdJCEwVokSjDlRoSo0cqgY0dgcA4GyGlWrNyoAcLS43oUlLWlTnT5gRvUqujDQ1L35DLJAKVKJmBzidr7kwn47hUSVq/bEQcUkmE1lQmIy8FtunwWYcQAecU0koat2B2OqeuFZnJ0L7FCYeICkJ/Us8H+EVH5x1Ga7TKMTFpJBhpsI2nXXaExjONZ+QTQ1YZ8iy/D968cp5wPCVaj2gs8d1D9KVNIqHf+L/zIrsCcUZiwmKtQdv3k4UYY//zlACE4OF4QThbJOOfGFFCsiVK3nztWwhtaA6PGVlo6u6x1qQ/MpzHLxrc6RzZMxlkkSHL/PvCxX9kCAFVgR4UuNM5btmQdy6B7X5Iw/z+hg/EzuKnS9zhGcF5VJGhxlXCLnyfGRFPEk+UNLg3bqEuXUwMAUHyeRAg42oVSRvW3M7RQqIzTRCJ7y1IMry5LFA6uR4+qt/9QbFKVDrbEXKPNhlCfA8An/UVk9DzqiBkAnfrDUqvCTePCAuPiwZGFYPPfozugQUlBE/2iWfXi0qIifNvrQfXUIclczdl4WdsqB2qWOEJiCgIIpDE2GJfhk3aDR7Hws8pZbWWC3a2heeeIlMZ9ptvYl9/G+duoCZDzEeeRZRVog/GSBRJbyGIACKipcR0mhgU7o23oW5R25NUySD1kSlyxGREOJ7SdQ1c3cfNGhbHM+4enXLhQ5f40m98hXdeu0m9qNGZ6UGMkT+3M2TzpWsYeZHutdt0r95AXjmH3t9Ca41fznFffoWgsyR/LSSYDFNp7LvvQl6gxgPE1gB1/hxBCKTIiY3D3bhHOJ0ToiU7v4m5fgl5/iIAr37xGxzcuUs9a4gtlFXBRz/zEntPXUAJjT+Z0X3zLfK9H0nOpOgk0x0CPri1K6YUK9fQwMMJsFiDbx+cozFGlDS40GGDJcbeR0UWvDdqu1izeQBKlapfwgdsjMxDy2FzgkZxYXg5JYoieV40oWHWnTHMIMMnudceXKn68r0SmlE26mnAgiYs6WxH1is/JpDkfbBsRCB9T78VEUdg4RKVM1c5nbd0rmWz3GIz306ulL4hxIhRGt2zlx4cC2KklRLqBdK2qHwfkQXyvGTWOoIFYSXUEqEkp2czcJKhGlAMLaMLQ4wooEsVwtHWkMNbB8zP6gQ6LBSxUNRmiRaa0Eq8jchtBTogjMTLgA0WKQLBN5RPn0NePwc2wMmS9rdfprj8UwQBIsS13kl6Z8MaNHx/PYi0Iam+lmqYWn0xrIHaIfr7CUP/775Z4l+5QXZuD3syR44HDPYnXJ+3/MHv/y4hCPa95jwFb5zMMVe/h+5EX/KIiwY7XdItGsphRbtsKLdGiVb5A45sMiC0FrtsiPMaNoffr27LDwMgBGLbJfzCnROcc5QbQ9T2BDkqwXxfUAXfdTzRt2dP7bH4R59DDErM9UtkH7qCczWdv2/Yo2XGRrG51gdQQmNEtsY1ABj13SmLzZZLymrEpNpkWJbk8jtUKmR/yuqpUqF3WuyhF+l6hWDh5hS6IjclOki6bovulTeRucHsDDAXxsRrz6c/8x21W9L6loEwLJspUWiMVOuNSEhPDIqBHKKMxKlAZx2ROR2WQhQUFEQ8Z2HGRG1g0EiR3Blznb+/bBoCNjTI5y5TvvA0MsL8176A/We/T1zU4COizMleuELxox9HqYQxkQvP4u/8OmQZ8ewUuTlGPKCgaEyBu3eAf+cu2Sdf5N27x0zvTrGzZHFtRiUagasdzzz/DNdevMaHf+xDVFslAYtApdPnZAO9s4U/PklulofHuFsBOTTkn/k0ansDzHueuY/ExRJ/cIh9/U2a3/0G5sPXEJlBVjnlx55B9oCcJDkdCM6CFHzok8/yU3s/gZCCs9Mpi3tzrr10LW3/pSHbGSO6SHt0ljb28YhiNCQIj/ZurfC3mgOgelrre8Sz3hNCCDQ6yR75htbXeJOTPQA6XUVuchZ2mZLB3iVzjzFkmqVsmdMmkTAcTjYUKlFjrZeM9SaddpSqxBQaRITpIRv5FlU2TlTK/g4sLbmqqOKETFUMzYRc5Hg8s+4MRJJ431F7tK+/TBCBpsxpbXLgPO3OMD2Qz0XH3eY2k2yC1opKV5SqfMjx88H7bGPLifFU05pBNChlqLvT1O5YwPLEcXR8QjnMGZ8bca46z6CoKPJHv7dCCC49ewFrW+YnNdOjJe2p4+nzV3Cx48idYq1nVG3QkiSeD5q7HHAXJTWFLLggDW1oUVJTDjJwPdNFK6xd0LqaSg2AxHbS0pD1TCq4zxATMSWNcz9bE09DDMzCaQ/e7qtVpzXy7WMs4CYD4taQMC5RlzZ5duclrphPE3/vD/FZxsl4wo078w+cX48dnaO9c4w9WyCkRA8L2mUD4wFUT169feIYlFAsYbogHJwiN4c/+O/8kxAPJITN7SO64xkIwfjK3hq/8IP+7seJJ8M07O8wePYZwtEx7u27LP6b30Ttb1F+6kWc8MlERyQaEICQiRIWfH/Ke0CE57uJxb2aotCURb5WuXtUZFlFuHMvcViP53R3T1D7m3DlHGZ7jOoXLaEk4fffwt97naaxCCWROxOqf/OniQqES9S0cOMVYr0gXn4GK1o6u2Sj2Kf1DUt7RheSMdF2vo1C0QlPjJKcAZf60jNAJIkGzd2MW8t3GVZjqjjoS9zJ5OhRlNNVBO8I3gGC4jM/AnHFH5fEpmPxt/8p3VffhGqYwIjOosYj5O4W4vp+Oh3cPUTcPmTw85+i+eI3mB7NmSuDv/Eu07unXN61ZPsRKTV5LvFdQJagdyTZOYneTBUiFe9LfDe24ZWv/CG/93e+xKJOfeqdrQn/1r/z4wy39/j273yR45tHnJ223Dmd8+a332R3f4+P/eSLvPDJD7P5sz9NGSKzswVf+c2v8I0vfZOjw2MQgk/+3Cf5yE+8xO6FHbx1vPnV1/n2H75F1y05uXfC3RtH5Krgl/7dn+Op569RDJJ5kDeRf/h3/gXvvHaTru0ohxXXP3ydX/53f4EsK5N0UAiE3uxLBN638X9QGJkhRYMnrkGRdViuTaskkrHeYqy3UrKDx/YeKst6RqcLpEm23RaPt5EYDC44Fm4GOrJd7KStygwhG8IbX2ejW0AxgUGVSsKzGmUMHN2DyQi9s48cJv8QLTMG2RjmZ4i3v4KYTnEFtOcuE4cTNogUqkALwWk3pQlteq5C9eCf+4nrg3NypfDq8WRoNuSYPAsYGwizBp9ZDpYHdLOA7yLVuGD30hY75S5SxZR4hEgblgiRNBQkYERGrtK7onXGZCejqHLuve2pj2ryDUOeZwjnUC08vf0MCzdn1k3pfIMUiu1iFxsttZ1jVEZhNig++SzN3/unhPEE+fRFRlfP422qtOW9+2g6zNy/R0NGG1oO7QG5zpMSpexFtUJKJIzIKLIq4Z2OzzA/8xHc576BuXaOUEW6szs0owrHkuUn97G1Y9EI5ODiY82x7xh3j/HLBl3lmFHF7M4xw71NxA+Ak//IMApVGIJW1IuawQMHsR/G9xjLlsWbtwmtxYwqyst7MCz+lWr/PFHS4GPA4RCTIerZDHl+l3g0o/3cV1P5D7APQh1ScxjyDHV+m+zKftLtj0lF70Ht9XWI9yD7CETp6aLF245id0Q+KNYmKitnPNmXGWOIuNduJm59lqG2J5inLxLOzuhu3aN74ybCR1ZCPnJUoV98mpglHnjQ4FR/XVoCObbIyEOGF7E3+bl/fVIKSpknlbsYCVhCdL1qpl7fgw+SLra0saWODSEGNtUmKxXJTGTI9yE/Pih6XQtBAnnFAJmg+sWfpvn130FMMshyfGOhKnH3TjAfvYaZjNFnNctf/wL1r38RMahgawjCMclnjLYt+flzBKloGs905tg9n4MSzA8W3Hn1LhmaXFRkuWHn4h7FoKSZt/zz/99v8Qt/8Rcoq4JQtzBbkskckSmWQfH6O4cc3j7mUz/zCT7x4cu8fXDKW6/e4OTkjF/51V8BJciGGRdfuMTo/ISyKplOZ/zW3/1tts5tsrE7QQpFvWj42u99jZc+9Tw/+tkfxRQF7779Lv/sb/8L/vz/fMLFaxeQvVPf9Zeu85Gf+AhCwcGtA37nH/4eH/vUh9ipCsTZDD9fEpWA3JA/e5WYqzSufSvMR7fu46/ohysAXcLjBBQaj0fEBI5c/fe1oykpcbauSZoGWYHROVFlKBQjZQjBM/PTHgdk1s8YknFYkAp5+TlETLLWIQRiAM4brG8xkx1YzpDLDjXJ8NIjhKA4vAltjb54Hbtv0coxjy3BLyl1wTgbc9adoqQiFxkg2Mg2yB9oRawqEMT4UKXBCI0+vod0FhkC5BUMCrr6KGEgRoYuOmZHC4YUNLGhjAU80DaJ0eO8S+JPNOyWVf+29IlW6OhayyKbocVG8g0hUC8s+WZH5xuMUGhd4mPEhZZCVQxNqqZ1oSPb30R95EOIm+8Sv/0m/vCE7NMfpWuWSJFaFDYGVH89qyRQCLGuiIre4j7G5Nnho01Jft0grSMUmmUMaNtBnIOPBN/iGDNnjswV7syzPOkQk43HfMcfESEZTy2PZ0gh0IMCUebEEJNM8B/XxiIEUimU0bhl88fznf99Dx/Ss71xB990ZBtDsp0NxCDvcXA/gGfbWjibQ9uB/AFVGlgh0LWEUYmocqIUEEPqzceQ3AlF/6IJgQgkkN7hFN9ZQozEwsCwQI6qBCoUEhYzCB5RlGCK1DePEYIn+oB0EeYtalYT65au1z3IhARriVGsEwF/5wg5GRIGGW5UIDYLlApJ72RpEC4QexVFsTtBbI2Ivcyw6LEJQojkteACMkTscESQAh00KLCx6wGfyT1RC0UXG1wMhOSJScQg0WuwtOix7JnMyU3Zj5t+30bzWE9ilXDdlwlA7W+Svfgs/uCYYC1qWGKuXKD5yrcRRcpW47JBnt9BjAaoYUEWPJkNeCsQWY7LM9oGOgt6UCDLVLqtT2sOwzEyJMfHclQymIwphxUEmN6bE3xg98IOZW5g2WLqFiGSRK4VAlUarn30abbLguL1t/m933qZd15/l7quKcsCZTQ7F7bZ2JmQGcPguGJ6dMb8dIZtLHmp8S7Qzju293e4+uFrlKOK0c6Qf/7//XWW8wUhJGltIQVXnr1MPsoJ3tM1He2iYzFbsDMeEEtDJEMrk5Qib9yF3TFyUiKM6asQ4QOfSVIarRBR9G25+8/xPW/M2vlSksCXSmYIYZIdtgePwEeXqJcItNBsFVs94E6ipcFUvS9KDETrCT7gcsHh8pid4T6ZC1Av4PQQ0VdPlPN4kzPPBC4zKJWTd5LWJwZTVAngp0JfgJcKv9ZMSZFaGMfkokArmWZwVOgQEfMpZrRF0IqYpbUgkxkjM8YUOcuuZh6WNL5hZqdAYjH46DFSJzq0zJKq6QNjZkOHDS2Na/E+IJSi9S0hc5B57NJTLxVCJ6M7KdQaa5SswtNBQiCImcbuDdDsIW4dE4+mxMMpfnCf1rmKley5FCopZ6IIxAewLyKBaEnKm6J14D1khjZ0mMzArAaVIYZDhErOt2IWqWtBE74Hw6cQidbhDs9wraXYHqMGZVp/oZd1fsKNZcX6qtvUcngC3QgpZTL/W32G+P74GvyJDOsIdYs9nOIXDWY8wGyOkwS0+j5Xj0JAtRa/qBkYSWUiWitO7eMDdL8rREWqFCRKn9gbJZGPHkW8EtFRKksvm4+E6YLujZt0r76dQHuTCrEzTspsWiJlgLMTYtNANUJN9uiPAeml7BzaBsTJEhsitt8EhBQ479EuZf6il0qNuUI/cwGvA51rCd2CalQhN4b9Yq9YndaDd/gQCL3e/YPLl7AOuayRITIdCGSPXpdS0YaWLnboHrwWI7Sx7rUbE2DS48lEjlbJrzMTGTpqMjw2t8zjjG2ZhGPWQkz4xHbo476gzIPlmwefRezvJEJXU/zIi7h/+jvEkyPM0JBd3KL9poHW4o9n2LfvoD/+IfJxTjidUvTmRKetxhtFVre0UwdOs3FtC6n1uoLjradZJAvsIMA6C0RMZrhy/QpvfOVNRIzsX9lnvDEmNwp6OeHBaMBgWLJ7/QJCCK7qyDe+9hoHb0yZnU6pBhV20WAbRz1fcjqvaWqHEALfWVzbkZdJZ2EyGbNzfpfR5pgYAxcvX0yCSl2H9w6hDF3TEYkcHRzRLTqm92YURUnQEvbGOFUQgqNUY8Kde3Sv3ETFRDeUVUEMAa1Fcjrsy/Uy3qcHJ0rj/dfn0aBekRgYMWCiJnMBByA1SIX3Na2ryXVBCJ7a18ztPDGLdJ5Am0L1DI+IJKmhBtmbSXUNR80BEzNBKZPm9fEdRC99HDd2acuMg+aATGYMzYiBHgKCg/YAGxyTbAPrLUokkOfMTtnKttfVFRccp+0xlR6RRUUmEyZHuB7DM9mGLCMQid4ncSlVkckMbWacqTN88EztWWJakNRaN/ItfAwM1AD9HryL6+mfiX4b0T6jEw2iBB3BzTzzo5bJ+ZJSlyiRRLaWftG/CSsQqyaGwFzVjK6eR+cDeOsu9tW3CB+5gjCJYaJWz2+1/wqFQq2ZMqv2jIA1nqSQOSrUiVosBEFY5LggnsyJRYG8tI2MLdSwOLTMbUZTfA8gRe+Jy5b24BSpJWpzhCwz/Lw/6Uvx5C2CEJP3zGwJVcGTfICQYs3awPmUtPwwZ3j8iOm0F50nLhv8yYzm3gl6UFCc20IOiu8/4DEElHWUiyXxdMr+7pDNvYq81Ny7d/zYH/PEV7Xa3FYnKBUVLrQPqeEBD/2MocF8/Nm0sCmJu3WIe+s27Ve/SPb8VWK8h19ownFDuPcmjMZpIgIoRTQZdSapj084dSPMsKLcGCEHBXdPZzz1wiXKYYmQCikVjZ9zXB9SxJJCFff1JXo1v0fdT1LaT6wOIAEp2znUp4Snn+Hk6E0ikUxoClWQmwEmy9IJgB7sRqQQBZUsUzsl+nX2HvFpnsTUlhmKipN4kBa51ZhGzz13wFiN0D3KO5e9IJFyJBGEh0+zyYa3ZhEX7OlzWNsQBhWyUqjFDeznjyFOaH//FUSRoc5vUWwUuG+/DNv7qL0JVV5Q0jKfRd597QaDqmRjbwh5g2IDHTVXPnyRZz52nesfeW49RgFPFxvyUcZf+it/gS/8g9/l1/7rXyMAz750nV/5859B64woJCYzSC1w0WHjknJ/h2J3G3PjHtMbh5y7dJFXP/8t/uC3v8Tp4QlXn7nKcGuE7Rxd8HTBM+jvebCVfCtWdF610reIaWvtnOeVr77CP/xP/xEXrl5ke2eC7xyNrWmXHctuxpG7h3Ud14ZPI7bHlD//Y7RffZ3m9/4Qlg3kGdn1y+ir5xGjpOVQdzO0yj/QWvu9obQhczFpR0wdzG6yPLdBlymMyrhirtAFy8zOaOISSVJ19NFz1B6ie6dKISWbccJQTwDB3M5YuDmZzLk0vIKWimXRYnNNJs9RmgQgbX3HtDtl7hZcG+5jZN6zAAS6T0y1NGumTqYMM/fAu0FECBjpEbeWtzHKMDITNvJNytE2Jn8Gf/gucbwJgzGRSB2WZCIjota6GJkytL7l0LWUqmBsRnRhSS4H66rAg1GoAUoYggIbTjmc3mZjZ4tBNiLTOVZ5Xv/yW+zuTxIFsn//Vh4xKzO4NCccnes4i4dUeyOK8hL27/wG5YVNZlsGlRUfCKheAV/Tu5mqRUqq3u5dQJYThYI6AaPNUwXLPzggzouUZkSINwRnlMzzHJt/l1TIGIlNB4eneOcTMG5Y/tF/9zghBGxPnlid8qFi9g+ThSeL2GuzdJZw+5jubE7XdiijqZ69hPh+qIU+Ap+llw3VsmY3j1z65NNkhaKNDV1oyTYe//ue2LBqZRcsWPlBBOC9iPP3/izivb0PhNysEOoCJkbaz30Rsb2F2tsm+/A11C/9JJ2tUWsjq0AIHhMCtw7OmMeMQWaYlFDqmhN7yI1X32H3/A6b58YsQ40QGiFXSPgPRsOvGB1NSI6MuSxxAQ67yFbmKYRAKE1oHFv55vrvpJBreVqhFHVYELAMTUnuS7qYkOmiL7ymwqGiDTMiUKiKgpKZWyJi0m1weG6720wXp+SVJkidJHyjYyAzlp0lF5qiL5uuYuHmTO0pTWxQYsDoi68iW4e6/iH089cJyznhv/p11EigqxbFkvD1W+jnfxyr0qnP+o4zd8Z4NOH889s4GbDaonl4MV0980CbxiH0p00RKMqcn/oLP8On/wc/wTc//ypf/ucv85v/5Iv87F/+pdTemNf4zqOTDyq2XbKYzek6y+T8Bv7glH/8X/5jPvqTL/Ln/qe/zMb+Nt47Pv8vvvBYc/PBmB/N+fX/12/yP/z3/02uvXSdclDy7uu3ePOVm3SxxtsIKFz0HLcnbBc7dF2N/dAm8sPbVGoCApovfAP7uZfTgh2BrQrGY8xzlwml+c7AXinh7W8l4GqWw2gCl36MxewtRnJApQZpzimFxUIv2KRCi+/ZSF2v6yGC4N3FLeA2G2aMi47GtyiVTpmn7TFaJSrsYXPEllkyzrexocGGhhgjd5u7jLMJWiiMVOyWe3ShZd7NknkWKaHe1hsYoUmtBEEuC/ari1TZiFxmyUW0P8H7ckDdzQn3TlGjLarzzyIQ3K7fJVcFdWhpsBSYxBQJnkLl5Logp6R4BFUVEvBSyZKoIZNnlDpjojeojzqOjw5o6oYrz5/HZBk++rWehlp5k6S6B5IEzM5NjvUe6yzZeEj57/05mr//u4x//seIWY53jwPQ7n1beEBldVjCoEDUHfmvfRE+8RTaFHgtmc+nfP13X2U6LZDPX00bwXcbdYs9mdGczCiHZdKCURK6BzI8F54IAQ/cb098F4yLYB2u6cct0z9MHJ4kQoR5zeL1WwTr0LlhuLuJPL+VDKe+L98RknWBD3BwCsua/d0BV69uM9gYJH8l3RIB9YRtsyesNNw/Yd0HRd3flG3osNEm7rd49ILgAhidKgJOQPXnf44gJR0tZ9LSLN5hZMYEV6dSYEwSslN7SqMtwW/2MsUSowrObezRzF1f4kzbdGMXLH2NNhm5+s6z2RPXzG0fPSc2mWlFAqIo0yn24BbF9j51aHr0uMfHJvWaSTz3TEiEjIigqG0yuzJKo4TpmRGp1xpjwAeLkoodtdUrzCUTq6EY4ktHIxpm1uK9oyo2cF2VIHcqJofLB05npR7go6fpOmJscUcnyKcuEvbHWDvFykj1Z38c/+VXYTBEv/QMMXo6IRIFlcTok8AiLjCZRglS2VYYHC0Ox+nRCe98+x1wSS8AYP/KOYYbQ7q25ZXPv8L+08mzYDGvCd4zGFY9pgUWswUHtw748m++zLmnd/jWF7/N8cEx567ts3XxHMJ1SCU4PZpx5517xBB4+fMv09ZPDrQSQqC05N237rC5u8HtectrX3uTs9kUIpRZhRSBheiNvPrQIk9g3r4aJT98EeUv9otrxM1rutkZ/quvo/e30df2Ey7hvZUHIZCzu1BIYrELxQgfA3jH2EySGmgMyXkQqNQgbW66ZGwmHLeH+OBxvcV1JtNm2Pmud1VN2AElNJnKaPwSiGSyYFgMmXZTfHOIlLJvb5T44GhdS2bGGKmxoeW0mzI2I1Rv+OaCZ+GXbHC/v59cZmGohwjkei43rqZtD2FrjIye3HnC299CDXMGpqRpLPUy0SJzmeOkpaPDB8/SLanyVd0oUruaLljGZkjtG3KZpR55HimuaNrbjpvv3kRnhmyYs3dxk2E5QEixBqImTEjy2VjjfVaFTjVJbChEwj9IyF64RPe1V9EXd9GX91LbKIQ+2U+/u6LfxuhxIVFytdT3k3YBujCozQp/OEVvX8GVLbO55eDdBZ3ZQV4bQ/69CfF0R1Ps8QykRF/e61sBIv3vijHh/Xu19v7oWH3G6v8/QQQfcM5h8r7q8kM8w+PFsiGczFgenkEIFOe2UOMKWeZJ4RG+97F0Hk6myKMTjIyc39tm8swGeaUIWeDUnVLbBZUp13id7AlkEJ4oaZi6JSZUaJGkmtR7gURiJVr7/puOEboIRmdw94g4WyAv7MDOOC26TiA86OCQUeBiwEaFDx2NWzK30IWSTCrMSmcBSbdwDEYledlbZwtDJnN8TH3nlYRw+v33e2Ok08iKpx6IwjPUSTchakNEwOEt9N5lNB4XbH+SCeuKixSSKNPpbKUkl9TyWPeGfY98j/3PhRAP0UZFFAxkhZKp3OqweOHRKIIAIxLqvPMrUaxeUVIoSj1gHB0xBvTTFwiNg4MTpJqgqgqxOyGOBoSsJKgCJz3R3T+lSCEotWERHUZIRATvLa1o0TJjsj9icbzg5N4Zvr2x/rvBZMhgUhEcHLx7yMnhMVJK2mXLxWfPcenCZq+LDsWgYDAacHLnmOODQ84OZ5y/co6Lz1xAZQqk4cVPvchituTNV97i9O4JRhuee/Fpdna3yEySCy/GJdvnt8keVL0TcOnqRaqqQEpBMch56See5+T4jG9+6VuYXCOyyFM/coXBxgijDYi0kfr4wDiw2iT6TadKCpaiT7BEppAFxPkh/t4xEJAXtpPC5kolVaTxFLMZYmOXmA8ISqc5HiO5KtYAx1UooTAiS+AyJFv5Tiqrh5ZVQhlFBJlk2FdzThAQIhKISf7ZJ2nxgR7gYtc7v0aiiBQr4GX/LrjoiDFig00JrsgotMb1zIAH35MkdPXAUtFjO2Z2iiegiBQyaSFk0xP03h5da7HOUgyTs2YmTc888LS+wcaO2jbE6Gl8qsxVqqD2SyI+HRYIDMcj6qZGWoHMNPkgoxwUODpiNCghe3XVVZvCIRB0oWXmG8ZmvH5f7rdQA+rCLu7OMe7dA5QPiPM7kBvESsvl4ZXtvsfECtOiNOFohj88AyJid4y9dYzLDU3tmZ20uK1NxKD83vj1Z3P8rE5zZ2OYet33L+u+XLT3T15pEOK7uzbrCDbNn7wqflhleNyYL3GnC+zpHKzH7G6gt0ZJxfMxnoMSAiMFWgi6EOje614aI/pkhm87iuiYbOYMhobd7SH5KMPJjjY0+BCxoUMz6vFAIMXjpwJPlDScdXNyO0g0J6HR0pArtWYHKFS/mL1fXtoDbVAUzhJu3ia2HfqnP46zXVpInMVHiZYVIYLzii5IGh+pnaP2JW3IGSpJJkGLiLUdi1nNxv4GWZluRQpFoQcoma3Bae+13X6Yj99bE6clh1x3jIzEe/A9RgJnEUpjYvJOcCHRLrXQPdAtktyeFC5ajDTrEumDDpwrBbp00kygsNUilJT5CnLSohBlIOiAjR1erKqRgS4E8h4h7vrPBBiZMWfuBPOhK9ivvYk4OkNrjdwQBJqEug8eN1tgqxUWvGdtCEmuMtoQ+oTB07mGJTVDNebys5c4vT2lmXe44Nb9Yr+S21WCalhydOcIKQQbuxMuvHiZc4NBMrohMJxUSTBoXHH7xrts7mxx7aWnuHD9HF1o0MrwiZ/5BK99+VUO3rnL1MOLn3mJvd09ti5uJ46+gMnehKsvPE01qnqMSAIUfeTTLzHZmiClIK8yPv7Zj/KF3/gys+mMzXMbnH9ml51nt9na20EqgYwJVyC+EzwhRmL069ksK4OsNokLRzya4m8fobVBnp+kx/9AekpjEWZIkPohh03FIxzTACVkKqhLxUSnVljna2yw2OBRQtGhekBhEkhLBRC/3tA612Kj49rgGjN3hg2eEGMP4NPUPbiQfnMtVdlXD5K+RKWr7yhutYoVe6CLlkU3RyLpTIkaVgzfPkDu7WFbiw8OM1opWSpkSAJJNjhstCzsMqlr9u9C61usT4ybRGFNqpfmvEDLfJ1sSaFZ+DO0SHotqje4iojEzBAGFz1zP2fw4D2tgKwxwmiA2N6Esxn+4BRlMsR4gBpk959ljIkF1ctGP5zoGfztI/zxKeSQjw31m7eoR0PmOmfZeeIDQmpPHH3rwB+eEdsOWWTk2+P3bC73T/jBemT/rB87pEieME8aziNiRBqNHv7gFSj/tY4YIUQMEdl06M6ilMTsbmAu7RCMTuDmGPlODuZSQGUUA6PIpWTpA9PG0oWelBACwjqG9YLgHKNJzt75CZONMlUHY8D6jtYn4bP0Hq2a508mtPFk4k40HNZvI0JGZIBSY66NRhiZxsZFh4+eTOh1hSUlDJGl9yAyeOurxPkMX4wQNung137J7eWU2kcKVZEry7KbMHWeLmgCm9Qu9GfryKYQjGTgzuEReWHQ5j440Ee/NhdKF/Awsn3lmRGJCCRtaACNkBKlI+P+d310RB+RPiYAJ/3GLguMCPiY+nldaHqxo9QeaUMqya6U5Vx0aKHpQs3S1ihhGOohy9gxVB+8qKT2gHz4hKccLnosjpzE4DjrTgDYzLeYdafsmj3EC08R75zQffMm1EsQhnh6gjy3hTg3QY22qO2MXBasTJdE1IxlRt2FZJLiLdEDZeRjn/x4YsfgexndB10eA0ZJPvPnfjqNG6l8LhpH99XXCMHjRIPHUY1LfvSXPoaKH0OKDI/Hhoamm5PlFXtP7bI7yoiLZ5B5idrfIfZA0RgjITjOXzzP+YvnIfQ4GWdRQvHZf+sz6fu9IwTH5rkdfu4v/CxBelzocD6doId6gvU20WqRZOrJAWXi2j76qX3k6ZLlb77M8Bc+ia9yvEhMCSk1GEOYL4llQTTvdx0VJOnk+2ZrEiMyDPcrKFqP+mqBJ/bqjTM376vKaV5Y73sGREfrG2JMhN8YksyzkZpCj5i2Uxyes+6UUpdUuqLIB+Qy2XbzQDn+cWLl5RFij8Xwuh//FuEiNOA7jxeeZd8zXZk8JX1FjZHZ2j9GSsXcTVcjTKnL/tokXuTYlfgUev0+L+0SNGipcMEz1KOUyPcVnQ2xicdjkL22glwzXrzr0C9dRcsMThcsfudLqAjFz3wCX2q8TxWopV/iY0elhmSrlmuMxMYRj0+RfoHZHiNefxXypzk4qTkYj1leuo+B+m4ixgizmsXxDJMZzHgAm+9ZLx5oT3SLhjyEZJ73x9AqMGWOkTJRNX8Y748VuD1EWLbsqkA5qTC7Y3RuUJMRXdfSRMHCehadY2H9B35cqRV7w5JRpnHOsaU1h6LmsO6o2xYxX1KenHHl+S3KcYbU6XCaiYyD5i5IRRe6BHqMGbmumNmzdWW8Cx/83e+NJ0oaLlVXGY9HzO0ZS7eki2ectpEiFghjacKS1tdoodkvLwDgoiVK2ByMCF/9Bt2X3yb76IfhmUvcXc44aQvODXPOl3u4IJl5z736JsNsG+EDri/DDIxitzRE79ECai8xsSIYTx1qiMklMETH8nDJvVtHCCmoRhWbe5voUvSLTewxCekUBoLadjQh+WnsFBmFLsg16XTeLcC1qKbDq76g8EB0oUMKgRJuXR3UaIiRJi5ZxJoL+gKtTeDBEC1zN2Uz33mSoQdIpkcxlV6jcGkyqECmMuqw5FJ5BSVUAr+dK5GXXsTEHJUbePsN/Jv3aL/4LfJPPEt5LtFkiZEQIsuuxkfLMM/xUmJbQfSRo+k7HGSHTLKKQhm6GFjGjpEYoUUg4rH9jRciJ2qVWCzWYt++Q/nJFzGxQsXU+xRorJ0RmWJJ5XOArl3SsSSfDFGtpP6tL5I/dx3z/FMECd45gre4R4xL1y3f97PWO1xoWdo5Mzdn6WtC8FwYXmaoBn1rwvaGYU8GBPPe4gE9KRj+0qeZ/6PPoS/tI6/uI/b7zWI5g/NXQRu8syyDpxQa3Z/sXHTUYclADb+jKM8Kb3PUHpKJpAeipaaURRIvUorYj4pA0kbLKydf48rwKgKFDR21SxiNTT1h7pec9e/vXnGu/5Ync0QUCApZMFIDgk4yzZWuGMgKqUtq31KHFqsCRfH+JSbEwNLOeptvkdYIb5mU6XoGetC3ivoqHYFMlr0Qk11v6KvPcj4mVpRebaoBRXK7XcWqRfFgnDUHhBjJyoLhr3wa/w/+OYt/+FvkP/oC5tnLWNug+4TnQYyHXJyx/O1vUHzoGeR2gZsf0N4b03z2IsvFku4JSr0fGD6wfOMW0YfkbLv9aDdJKQXlsKSe15jGIvPsBys3DDBb0h6e4TrH8L2JzA8jhfMwr+Fkhqs7Nj52jddee5U79+4wb2rKQcV4vMFzL77IuY0NbFXwzumc+QckDkOlMELwpc//Hn/zP/4P+T/+n/4acn+bbFnj7h6jljM+8tlLdHSJ0o0ghIAVnlwXyfAt5rQ+6y0VLK3v0MoghaCxi8e+tSe0xk59wYEZkeuKLnSctiec2NtgA7kakMsKF2vaWJPJAuMl8c6U5isvw/SE8jOfht0Jje6FqLSmUgIpHDp4lBCMxluUSnJsBI1PPcsNI7jXQVVaBkphfHoxFrMFm4wxwhBdpDnrePfmLfav7uHqgGsD88WC7WoCQBu6tKg5SyYiXRTJHEdFhAhIXaAWU+LpQeIwZzn+qQ8hioyumxEjvS5DZOZPUUYigkREkdo1iN7+KJCF0CO7e8ChhFyVjNT4IY7/44ZEYoRByQTgG+XbpKJ2KksWagCk5KiOLYvujF29g287LBb19D75c1t0X3+d8AevoS/voS7twc4QHQwSwVm3ZOEWdLZDR0XnW4TR2OhThkpGtB3BdESRltLswf63C8k+G9a94d0r26hK9EZXYAHvEh7DSNGzB6CJluhqys2K6k99kvoffw77xjtQlcjz2+gPXcb3G+CqNSIQPFIjISZL9EzlVKTS39SfMY1TSkq0TAwAGxoKWRKj/I6b93ufA6QE0uaS6ld+ivYPvkmY1ejz2wTvkOpB8JtARI0LASVlUvNDo1T10HemVkQynVp5PaxEvzKdMe/mQMIh+OgRUnLSnbGT7zIwGaX2ZN6wnW8z1ENCDJSx7LES6ZQv/TLhBrxdVyueREmwCy0uuB7Po9nMNli4ZWp7xBaE4PiNBWqgGG9XmDKZTCkkSJ0qFP282Cv2aEO3brEM9BAfPWftKT4mjYpMFzS2eciTJRCp1AjrznDRkquMkd5YX2MbOlyPbSjXLqbpma3KtEppKpXGKIRA3SwY/uxnEV9+hfD2DeLZEfKZaxSDivb2a4SuxSMxxkCZhNnIFeFkgf3aLbKXnuHNG8ec7mzQfoC3xmNH0xGPznDWMTi3hRpViA9KBKTEbAypFzU0HTxmf/x7uryzJb7pELmB8gfkqPmvcxxNaY+nuEUDIbC5PUZPRnzp5S/xzo23qEYjdvf3+cOvfJm/+1/+LT7xqR/nsz//izx17hwH0yVKS0qjyZTEWssygPAhnfFCwHYdMUYmRcZ4UmJG+4wmlylGOY2t12uiFgqhNcZmNK7D2hmtq5FCUqmKzXIXbQqUVFTu8ZO/7yollkJhSJ4Hk2ySMhXf4EOgDZZcF9ggMUrCdAkHU2QI6I+/QNzbwBuFCI5JZhhEj5aa1neEGCl0gRAVSgg2M4Hrkf25hCa2CFoEGiEyMqlYuCXHR6dM3BiJ4PjgmK39Scq+Y4dzHa7pT2Iy0LpUuciUJBeaXGiU7Hv70WGOD6BzuELDoEKpEm8MnVv0gLCEfJ/ZGciIIu8Xd402Gbatmcc69WaBQpa46IkKtDC9b4F67IX6vfLFq76sRKWTXkyy1avedVih64VZb25SKjTJvjhulISr2wg7Js4c/sYd4lGOub5H41PVIAqJUgrtBagCb1ucyHBkqZeOonENUmcopUlmowpWVLS4gsImyfDJzgblKLk8RjwS16/hyTJd92OhYyK0WdkRhxrzseuEw7sQI6K1xIMz2EynR7E+gz860vgKlNQE5+lCgw0WZztQqSQXhKZDcNweUZkhmcwfy3n1wWcXiJjJkOg8YqUtEiPohGUIPWjprI3s5rJ/RimJfK9GgRRiLUXdhCWxx81oYajUCLSg8xYbk015qUsaV5OqZwnfYmTC3UQRaX3a4E3MGJkCIQQlBUoIvGjpQk1CdvYtEpJuw/reem0CgaANHda3tKHt8TgaHx2TbNyPQ0DJAWduQCYdusxwWaTtloiocKFDSo0SWVJQlZpAaiOs8DUSmXQ81sJOUIcGEQWFKNJ49e3F2jUg0xgqoVEytSVcTKZyQkgGevBQhSA9mjQ2MYak6igECadk8cUA/dw13DffwB9OMRcaVH2CzAbErMQR8VKQVxOEynFvvJsEeDY3uRcjh2VBow3xu8EJrKK3vO6OZyijkJujtDl/wHohpCSOSkDgp8ukxfKDMq2KERqLbzuEkphBeR+I+Sc9QiQ6hzs4w00XhKZDKIWZDDB7GwitWNZLTJ5x7fozPPfii8zOpnzun/13HN27w2vf/Do//9RlxKDg6OSY4/kM37VIrdm7fIUsy9Ba9ZpQEYRnIAKnzSytZ0XB7Vu3OTo54dzeHhvjDaKQvH3jHerlks3tDYpBRl5s40VgZMYsFw0Ht+/SzJd0ix9QpeHBECLJ3Q7FCCU1tVtSd21SaBRlL5+swHbQ1ZAb9EvXsd7hfUACQ2Pwwa5V4iDZOYv+FG6kx3Dfw35sAp1PXXghIyaTmIFmuWiQUaGkpHYNl/bO42Va9GLoe8xAFxPoSiCoVE4mTaJE9hLYwnnickGrBfVghM6GFGJADA7nOnJVIHsZ3C52GEy67giIQEvD0s9Z0NCFGoMmlyVtaAkkYaikcxDWGzrcx1nQA7mkEGuQ4qMi4Ucsucxoo8PDuvWSBHlkL2CtezS5RofEAAgKxJUdpJHE1w8Id87gsEVuj5BjhYiSTBYIkSOxRBShO8WLlDj4XhGT+F5uuwCShHgUqQZAbwhVVJqySuVhHzqkCEgp8CSBMNP30o1I9ukudHSxZfLSU8jXO+I8EK0j3DtZJw3yMfvvIUZstHSxJQSf3DV7lkPKxg1n9gSjsqT2uaoirKi4j3gG9zf9HswTAZ/AYevf7zUwYgy4EFl0gXPlfbxMGrEHsCH9M9dC9ziGxOzwOKIIybVRDyh9jfQSISSlLnupaxKrJ3iUyrChoY41C7fAB0elK1qfRJwkkAtD1JIm1AR/fywT7bh3ou2dL33wgCfEQO2X1G6Ji65PfiWZzAkm4ryjdZFlqJjkc0RZsNCRZTNHiKSZIIVByQItchAJC1H11NEVy0n0LcPQj1PwFiP0/RSxr7zE6NBSo1FAAhYTE+CrC116HyK9DHSih6/GNRDXC1/vxYsUAWc7iv1deOeAeLIgns5QgwCbG3gliCLhoPJsDFHh3j1E7Ezw1y9z684p8+1t4vd4yg91i5su6ZYt5fYYMSi+c+VACihzdGFwdYtYtqix+4HYJ0cgTBdE61BFhhlVf+Tf/ImIEAitJUyX2LsnRAGyyNDDkmxziJwM10nfcDTiytVrvPCRjwFw+O473HjrTW7eeAsjBdJ13HztW5yeHNN1SadluVzwsRdfQmmVGIsRiB2FDLx78wbT+Rl7JzscHxxz7+iIWxu32Nnaoaoq3nzjBovFguGo4vr1p3n6+jWEkQir+Na3vs7hrQOa6ZK6eXz31e95ZgkhqFRFpSoataRxS8BTKYVWCgaSMIjYWy2daxMSGfr2osT2p9FSr2RM7y/S3Ype1ovAFLKgkDkrumEYOy5nF6mPWpp5g4uW0f4ApTNav6BZ1LilZ7iT/n5q50ig0DmZyu+DJYVA2AbqE9rRhNlQUvsFpZNomTaTVOaURJJs7EAPCbjUayfiaZjaE9q2pciHaK0RUSbhqCDwwSPMozGqKyFoiegV9ZKrnkL31Q21BgOmk1/krDtlO9/Bkvj8pdSAXPfMkx2zpQsWEz2Zb5PJV4gJc9GCu7INu5uIoxr/hzcYfPajtLZFkZgxVtQEb+mExPmO1s7RIlLkJaUY3L8BAbwHbRCjhKCIscP7mrg2KVrxCzSKgBTxfRS3EAOtS7x+s7mDCPcIJ1PsqSFTl5O/yWNGExscAYXBSP/ASbqnq6oKIw0ypk0migQKdNFhhCauEPcPhAsJVLeS0Y0hJAXRldfKCtwoExtCitSukjJx/hNYViTfi+iQ/aYJ6cTe+JqhGrAMi+SkGhYYZchEziSfYL3DBU8ucvI8RwmJd13SHIkB5x2LsKT2NUooBqLkbnOHcZY0IrTQZD2YdWnnGJXmWYgR30O4N7LNBOQNHZ2vGWebLBF0oUu9UJPmiBCKQlXM/ZxbZ7fIKdhQCpmN0JmgcUumdsq58gI25vio8DFQuymVqtaVtNhjjZRUZDLJUsuYxtf6lhAsQSRwV6EGFFmFi12qHkVL9A6Q5D1rygXL3J5R6EEy4BIKG1pqt0AqQ6n7ipUQDwGOg3eIqkBkGf6dQ8yf/hGsPVsDnis9QkZBbGuiVPhhxXK74uDWjJiZ7+3kHQLuZIY7mSK1wlzeWxvzfWAIgTCawc6E+d0T/KImznLECmvw/QJF9iyA7u4J0fnUBvlh0pBAsb1Ef3PrkBAjo3NbyN2NNEbv+/2+euyTaGFeVGhteiPHyDu3bvE7v/UbaGOoqoo7t2/xT/7B3+Ov/rX/kL29kkz1WB/fkpeGL3zpi3zxC19kY2PC1atP03Q1f+fLfw+lJNeefoqdrT0APve5z/Ezn/0sv/qr/xPOnz/HWzdv8E/+8T9D+cB4MOTGwZ3HvuXvazqaq5Jclf3eL/CuQ8xPYHGCyHIIkVM3p5QZRV9GLWTafAQRHy1NdJQq/SzrRWdW+u9n7pihmqzxAEIogp4xvjhgR24Akbk/A5JgTnauZHay4O7NQ7JBSSsaRmZEIcuHLahjxCFwQhHrBY2QKKPwMrkPbuotQNLFjtDrIQghGMtJUqCEnnqZPk6iiTha3zBt51weXAaXNsMQ/cPfTU9h639WquqR9thd7NbleB89pU7l/qEYrnFsD25uktRKOWhPiAYm2lKZQUI892JEKih0VSI6wfLWERkwUWPa0LJwU467Ay6NLyNUshx2wTJtpxT5d0ZMi86i64Ab5nS2AR0eypbaGMmETRoCfSsF7BobEVSiBHXtkq6CoikRJw1MZ0ip14qJjxMTNUYHRWYM0YQ1QPd+RByBw/Yum/kOJhrmNmXdA1NRqPJhBgv0LYD70bmG7KWncDcPaX//FYoff4nQdYnKK8AGz7GN3K4DpZ5iRYcix/jASXeXrWK3d0l11H5J61oKmVOpEZksWLg5B80Byx6sVKqSjXyToRrd90aQkbpbcLe+y9PjZ8iEYWbPOO1OeHv2Dj565nZGofK1Bfa56hJjJbDBMXVTpvaMkR5T6AJH0ktRQjPpQbuOgJKGgcoY6xFK5Ws2hLEZHPfjtLWLiAHTeio9xOHJtKK1pzRWE9yIYVVCVJy0R/ieQiy0QCMYZWMmTNbf+crJ1wgEtotdBnrYV4MCPoRe0jlVJRwOFSVDM6B2NUtXo3UOUZAJgZIghePW4i7ZKH/AGvt+WNsQ9jfT5v/mu7jZMT5zHDaHSBQX8wz58pvE4xOKz36K6caAWzfv4S/tPfac/MC4c4w7nYNWDPe37ov9PE7sbCDPFtjpAt9ahnn2XSk9fmA4D+/co6sbBvtbCZj5x2XF/a9y1B31O3exJ3OEkoyfuwzj6gOTtc5aZmdnHLzxDq/ffI1/9A/+G65cvcZP/ezPI4Tg2rPP8L/5K//7+x+/XPAXfuHnODg9Y7K5BYCQgtFmnjALCHZ3t/mpn/o0//b/+C+AC/yf/+pf4/bdOzz34ef493/1VwFQKhKk5xuvfYNLFy9x/fp1/g//q/81ojAwKrhzcI+//n/76491y08sI51OjI8unT/0swhSGyiHxM0NTG6wf/e3GP7pj9OULbNwiutL3PvF+TX/WpGseCUiydvG5C+w9Eum7hSnHJUekOmSXOZY1aGERIi0WY97jrsQAp1JykFGOaw4vXfG+OImTVjirGcr33744p0jdA3tsCLTiV5opKJU9xcWGUVvSCWoZIEnGVgpodEYmtDR4RlQEpEYXWHkkpoFha5Y2lmyDVblWtP+wXGLMd43x3nP+J6GUzIyBnJAIQtiv+B9UAvDRsvCT2lCw1jsUg1HFFEQFlOa3JCJ5F7pg0MMDPmf+jjL3/468hPXkbkiVwUXyivg4LSbYkOHEYKJGtDGSP6Ia0w3ofBHS/y7U8yHLuHUo/gOKbTQiKjBK1AWIQQ2hBUygmVsqe089eMWEfH6CVobfM9EebyQZKp4CD/w4Hj76NFIWgKH7QGlLpmYMS4GClnggsWSKl6ZLIGwZszIqKhDk0ygdjbhrCbeOSbcukN0XbpOkVNozYVB4J2545nJgCg8TXD4CON8k1k3Y2hG6zL61J2xlW/ShqbXLnCM9RiNZNrNUtuid7Ls4X1IqTA6x3jDtD1hO99O7REBuclYdjVaJkBriCCV5s7yJvvVRaZuSuuTiunUTdFC9FiZhDXIdarUGZFhhEUKQaEG5Lrs341IZjS7GxvMThfEw9uEcxdxRU5XJxrlrfltokgHgWEpyEWqBtpgaUJqHQ3jAHRGFx2ZVP0a4Lk0vEilRuS6xKgMpQwhejI57Eu1rCsV3iVg5dAYhnpEFCv0i0CSUegJFwclx+0RO/kOmcweoprG6BGVhkrjpwuy4znl+W22soBSmpEesXj1NfTuDm0RmcaGaRTf24k+Rqhb5vdOESFgNoaIncmTfWamKS7s0N47xZ7OWL5+i/L6BUSZfe+4g0VNOJoyP5xSjQbInQmiyv9YqJ3/ykaM0DmWb97GLRv0sKS8tItYJQwfMDZvfvtbvPmtV/kXWxOGky1+7pd+hQ+99BJXr13HOU99fMQffP7zvP3O2xwdH7GcTRPDbTmHZoF099e+VYVuNBxz+dI1WtvinCcrc/b297h8+TJKZgTlGIxHdE2Hb5MI2PSVb/BbL/8hb967zcH0hKODg8e+9SdKGgIBGz1a/NE2zskaW4LSUJaIQQWv3cMsO1qVvjlTOZ2rWboZpR6kzVes9A6a3oxIJSndqKlkSakHvSlVnRbUYMmz1NpIfPaAlg9K4MYkerE3otA5OqYWQxdaspVRjUg4idxDVBVzd4pWGolGRb1uH4TokwZkf7qyIVn7pj6TpJQF3qQ+9Arbn8mKZTdDKJlcOKWkDS3LuGSkRu/beAOhL4Umlb5V+WIkU7nxfivjj0b7S6HZy/fI1QBTaVhMEdNjsgtXET2PP8aQAGV7Q8IXpkgf0DJbf37jlzSuJuKJQnEal+zHMS4olIzvW4+ENMQuEGY1PH8FRK9CGAM9YhIjVuJSCdCzesEWwfb20CmUU8io8DHiRRL2CYfHMMjX4/JHRcLeKLywnHQnaKXQmDVATor747h+xkJSyZRoWF8nBokAYZJ0ea6LHoMAwTmUMiAV5sIeURnsN99Af2g3ObrGgAJGRtLmilkbiDJJIGsBuSzw0vc4h9Qu2c62aUNNGy1Lv6TukvZHplJ/ywbH0tecdSfY0FGonCa0LNwSFxxzN0uVoehTWwxBaSq2su1ecbSnPboF8+6MTGZIBI2vkcBBfUBpSozMyWSO9R1a6tQiiRneOWbzBdmoQCiR7LS1oBpXzO5NQTlqt2ThJTa2lDJnEWYIIYnCIEQg4rBB0K7YGCLVxnTvWBmjx0eo3ZxCDdLmfjjDnyzxdUdUAmFX1b2kTRBzg37+8hpTkwSfUqx0VVLyGJKmBY8StZEIKRGbI9QnPkz3jW9Tnr+EyA3+6Iz2298ANOZjz2ELTds6lt+F1seDEWPE3jkhdI5se4zentyXd36cWAnEDQqynQlCCrrjKe27h2S7k6Qi+aTeFzGCC4TpHHe2wM0Sql/tbiRg5p9wAGSMEX/3GF+3mFGF2Rohh380MHT//AWuPfMMz374w2RFxd7+PsPxGCEltXP8rf/3/5PBcMDO3jmuP/shfNPwud/4DaTr0NLzoNrzep3UimKQ4WO7ZoFpoymKDFQC6Wc6o8PStS2+bvjP/vZ/TTbeZPfceT70kRdYLpb8jb/xNx/r3r//aBmSUI30Fup54qouPUF0iPO7CC1BJGfCXOVoJI2vU39UpZOWWvkx9KpVWmhyCqxPaotCSGxwLOwMKSS2p1jFGHuznftgNR88XdcgK4EQkVzmyf8B/+AFI0NEWo+OItllC0HwCZwVZVj/nkga0HTCJgndXuUxMRYypJJYbBJnIp2ktdD4YEEJHJa5TUI7UkgKWazpdY+ONDVKUSYFyAf8P9a/EUNCr4uVI19aDLXIqHSZlkadEaVJUt3zGWEwWgsmBRHQJkva+4sGVWRok1pDsvf/EEISgSZY2mABtW5zyAdeFCkl3kdi28GwAneWFD6jx2FRIkl9h5CSCCFS4uGJdN6tdRsgGWLlMkdEiJlGbo1xb76DfOlZQq8x8XjzMT2fLthe46J3dxQr4GeO9M1aYTOEgDErvwebksP+dKuURHYNwnuIgSw4hJim+YoCE2nvHJP9+It4lVxTpYiUWrBTCG7PU2JVGUmRJT3GXOVJfwBPJjIqPWDhZjSxrzREixYp0THS4GPABcvSzbHBUrslbejook1UU5lcJaVUKKnwXjHKRlR6kJ5P9HQ+9ehdtJRygBSC1tdIJHM3J4jIQItemKxFy0Thkk7SLgKurlm6BSo3BJWST2GhIGLLjAUNC5tAqJWsesCwx8nEjvA4MmnWc3oFQM1E3tvTJ1vxEAO6T5aIkehDMuERImFbHpwD1hJuHSM2SkSeHHVXb5WPq5oItLHr3+n3V+rW/55nyEu7uFdehVtHaAlysYQY0M9cQVzYxh5PaRuPk9/DMuoDLBvs6QxdGPS4elgq+knCaNQotYdDa3HTRfLnaC2iKlBlr+HwnQ4bvRJltA4/q/EnM0KdjI3M9hgxqRDqT3hbIgToHPZ4ltQdJwP0ZPhYVNeNrU0+9MJLfPzTP868c/iQ6gWt98gY+I1f/zX+R3/5L/Psc8+xt7tPfXbWK5IGlBaoRyST6Wz+8M+lEGgpk40BILxIDI8Y8S7w333ud/iLf+kv8uEXPsSlixc4Oj567Nt/otmuhFqb5zwyRE8HjMDJMRzdJcwcfhEJ7Rz1o8/jxooYlohoUUIyyLa429xOvOogew16TSGLh17oTBZEMV8rTqZ+JCgkS7foNzjJZu9GudpcbXTMQ03pThiqIYUse6e+hzPvGHxiefg2gaZch+oXaRklWmRIFF54LJZG1GQxS2A9st7IxuDpAMOw59q3zjIxGzRuSUebNgHbIdA46dgRuxTifuKgUGtMx3256wfolrxflyAQsKFDyvQZoXco1CuRDzwiOGRWwSAibr0J154HkShuXewonEBsDLFHM4Q2qM0hUiV54dzkvYIieBGZ2jnbmcKH0CcUZv2sZEwsDR88yAjCYYNn4Rua0JJrSSVGCGdBKoRKkuBdCClJi/eTogUtmzpRaRmX6Gv7tL/zMtULz4IShPdUG9Ygywfmje8pqFJoKlXRhRYvIgUpwRF9D732NcH5JKHtGwqV5Idd7EBESl2hhEHhiafHsKwRISKMJPimn7uCOGtBKFS5gfMNMTiUEJQCsizyZowoFxlpGJsEQDRS44PvWTltYgGEhIUAKFRBpQbY2FGZQc9oSF4pCMlRc7zWNRiYAXvlPvNuipLJydPHwEa2meC6vkktF+9QCIwyaWEJiTnho0NJnZK84IgqJXsgEUFgZ4HuJFB4xdnsFFnkiCLploRly24RWG4NmNFQuy7pmuikERHWyU56NmMzTlW7GPq2Z+jbBSk5DyKS6xKpJJ5A3B2g9iYYXbBiG62Fu32Au4e0X3kTff0yYm9CLOJ6IV/hUGzsaIVFZ4pUiHxwDvWVh5jqeTFGihevUv/BK/ilRV/YpfiJF4imwPqWxWxBvXSQfZeAwB5EF3qhpNG5rXRa/V4YGEajxhWllCzfuk17MkOdLdBVjtjbhFGvDbKuoIv717JKyjoH0wXN3RNCCOg8o9gYoK7sf/fX9d+jiD4Q5zVd0zHa20COqid2p4zA7dmSpXWMMsNWaTDBcXp6ypXrz7G7vUtsag7uvoP3HqUESqp1K+3hZDcdirTIscKnPbiXB5ARghP4poMQULkmGM3h4SHXn77E+XM7WOd45913Hvvav6+VBiEk0jbw2iu0XzskqgIxHqEv7VF85Bm6bokGMp8lJG5oyUXBfnEeevqdEnoN7orvOUlu5JtrFL6RGZcGV7lbv0umcnKVVK/0A0j0FTJ7GVtuLm5yXp8jAoVM6pErzQOhScaRUpGN9ghn306LHAkbUJBO+TM/pcX2VLiGVlRsiw2M1EiSUt8leY0YI01IbI6MjMbVbOc7nIYZjTuhsXOgIy80Sfn/0SWtNDHuLyBGPnpiKqFR6v6jTPS2+2X3pFAJUQviqESpS6gb30btXyUbjPAqoe+zn/80zW+/jH/zFdywovjkCywHDSaTtNbjvCfiCa0C0WGyHKSijZFildS0AREVscqwJKXG2nUQYEiJcSAM0J/kXQzMg0VZwAicT/S+whSUsaSJls53aC0JOxnaRsLZPeJkM7W+HpgjKwnrBz1GDpp75CqnUCUxRha2wQgPOjXDc1ViRM6F6iJn3SlLt2Tmlsx9zVa+mapdaGRUZKbAv/oyeu8yXDqP1ZplO8VF29MGA6LuqOKY5e+8jPnEs4giJVyEgEazoQMnXeTUBTa9Y6gS68X0SWwXOlrXMskmjPWExtXMmzMavyCXOXvlheQj4Wtu1bdY2gVCJHxIJnM2s20KWSGNSlRov+SwPuSN6WsMddWf7CNK6rU1dRMCLqbPMFLz3GSfhZ3jY0SLjLFOoMTZ7RZXR4aDAeeuJuDf7GhGPe8IITLaHFLO3uZEbTNve2GbfIvNfIu5X2B919M0DUoaNJKlS/LehS7IzYrRFGhjEiTTmcDHliVJN19HzW7YxcUOLTKa0AAJfyL2t9C/uIX7/KuIt2+jL+wiX3yKENy6KqFQbIkNTuI82c71rpaup7dqka3bj0oqxLPPUgpB/fJb2Ddv4d+9g9jcwVw7x9nhKVOTwYXJI9/LPzI6h58tWdw9SQZs25PvjzWyUohxxeDDT8G9E+qTGc3ZguZsgVSSYliiiizRMlcn16bDLlts0+FsyuqUVlTnttCbo2QD/sNYYxnCQQLcs7PxaJbEd/yIQNc2LDqXWoU+HZiKouAjH/8Ef/M/+Y/Y2txgY2NEZ1suX7mC1g9g4ADxoNkhEhVzSjUgN57MaDoLss3heEGsGwgRqZIEu8k0P/mTP8l/8h//PxiNx0wmE2bT2WNfv4jv3ZkfEdPplMlkwsG9W1RVRXD2oRNh+iSJ6FrE4RHd73+D8s98BlEWBNHjAcT9r1lt5iGGVLrHI0mnwjZYBmpAG5achVM6HAJJxCJsoj5WetCLJqXFeu6mBDxaGAZqvE46pkdzTk7OOLMnZJdgPExobyUyDCM24hihDPLwHYRz+GrE0Sgy9kNqv2TpFrSuXeM38qzEy0gXOlzXMs43EEGQy4xc5Yk5QrJWbkNS5splxWFPd1vGmoWbU9slEs1GucdAFmTCfGBC8N1E7ROjo/iAXqsQgqxtCGdHxLYhmgwuXcfbNnHWEcTDKc3nv4b7s89zOD/Cy9TGsNZRiG22hyWqV/DU2vRjZJBvncGihVzQPbOHoqPuej8QKZnbBVmWkYuM5NDo6UIAK6h1hxYyeREIzb32Hm27WJeoS1Vx+V6G/eo30Z/+GOwn9cX78yrJEouVsyieE3eERFKKxIRw0dKGRP3V0lCpaj0nI5HaLTlqDwkx4VKqbEKpCgoXqG69S7j8LCLL6IKl8TU+dsy7ZarWqIKRGTISE8IfvEY4mWGeewp17TxOOgiB1kWmLrKwAes954cdmRgknJBISerbi7cY6wlDM0SLpOvRho5SpSpZiJ6FX3C7vsm8XTDJxmzmW4zMGPMeRsDSLbhTv8tJe0quCgqVp+RaGkbZmKGqsF4ytR1ndkmhF0yyDQ6be9QuUTbPD84huyFnt48ZjivG26MH6KbphCqkREkJb32V5vI1TuyMxqa/H2ZJZKmQJVIofHQs/RwBtK5Ndt9CMs7GDPv3N7XcPEE5lDdr2e1AoBTJMyOtGylBfrDFJ6MkHpzh37xNaC3m4i6yMsRxiR8W1G5O4hcl1VAt3v/uBZKORC4TPbv93JfxB6eYa5fInr/MW19/h9dunTItctSlfSi+C2XE0zn+ZEY3W1JcPQfDEvH9wgqslvUQidYRW7uWf7adXRdV7v9+wktpo8mHJXJ7kkB9UvZOtX+CQY8PRmdxJ3OWN+4yvLiD2N9MtNjvMD5aCl7c2+Do7h0QgnI4opOKt0+XRJLUxlBJrhoJizl3jm7jhaUalZy7cI7pvQW7F7cYVEOWi5qb797k2WvXqMox7757C+8tO7tbFMUAJRV37txFLFtGKDQBdfkc9w6OCDFSDSo2NzY4nZ3wxmtv0jYNZZUzmYx47rmPcHZ2xnj8aMny9f08yXh94Qt/wM/8zGdxeHxIcr4rMKEQEdE4wtQSpEaMBnh8L3Dz8OekFsbDJlNC6B6/EFn4KZksqOQAEZYsY50kVUWBERkxRpZ+QetqNvNdKjWkDku66FCh7o1uoGs6hIfLFy5RV6cI4UBEkqVPiyeiQ4Ag8FLQZIHOOo67Q1xf0VDCsHBzMmnWVQEpCmJWEbzFeksnarpQrgGESujUTiHicRhlaGJLJFKqilKmE1+GopNdOr37tEmVMueD2CmPGws3A0QS4EE+AgchENrAxjacnUBbY+2ShW/JpSI3JVIL4rJDWk2eV7SxxttI6MaQC1ocQjqy3mgJQMoMf5pcD83l/b6sTTJP6TEqVZZRdx15lrjzabwiS7UkW/+7xJAz1gPOgqezyYgpSOjOjYjfKAlv30GGgDy/+0Di8PCCO/WnRFbuq6w3CSQ9zU/0DAqHEonmmamcSb6BC5bSBjibo+wJmTTE80+BNitRwpReCUOlByivCcEx7+YEDeMPX0KfLgjHU8LLU/TVPeL2Blm0lHQ03nPYSAY2YkRkbAQKjw0dk2wDIwyNW/YIaTBK07glSpoeJGsYqjHSSCbZBpUeYmT+kOiVCx0+OrTM2Mg3oDdyotdbmHdTvOoY6AmZ4v/P3p/Haprd953Y52zP8q73vWvtXV29sMlu7pRIiaQsyVpGGtszjhI4nizIHwGSAZJggEkwQYAEAQIE+ccwEMBJnAEGwWAmdiY27HFMS7Ys26JIiqTIJtmLeq+qruXWvXXXd322s+SP87z33uq9miJpWf3rruquW+/yLOc553d+v++CcoHKxUQzbyXJbWiYVlPknqXb75D3YrtgmfiPmyNy1SWXnahhYj2pzBklCU5FG/lxfYwWCissRhoSldBRPZy35Ek37vjxJ3dvKcIUCGifRPtuqRFCE4JtFTPnEf/QSmQ/oNIpA4w6CHMRcVzgxzPc9hR1eQszGuLxOGfbKtI7P2uS2JozQlI9/zrueI5YGRCunePG8W2uH804qh0+l6gPI6R0NKU+mODKmmSlD53sx3rm3xYnImNt+1ArQmpIBh30Ehfi/AkuCSVjhUJLlFaIxLw//uEvYti4wc1X+4he9oESKucD96YLkm4fLSWVEBwsqpPmqigqQlVRpoIrVzdZ2exThYIgHZ28Q3oxw1MxWewjhOKRS5eQUtLYktFqZNloAfUL12O71USbep2AH3ZpmjmDYS92AqSgKiZIaXnkkYvRtVgJQvPB8GHwkEmDbWyLTPYnNs/LkFLhFzV+WmEevxIln8M7ixnBKTgN4s5gSYrSEhpX4oJHhwSNRVKjRFywfQgUtoi0N0Tbz49iO0bouDsA5pMF1jpMbuj2cowONH4e+efCkJIRleUCIe+BXSDKEtPJo3StECeSz9PWfc95FzVOACN0tOj1c6yPfftcdch1B9/aKTsfF4EQorLekh+vhcZiaVxJEOClwguHc55MJB/qOfXBM2kmJNJQujIC/9refCC0Yk8RdNaRHUpcLGF3OggCzeE2i35GHQJOWBIdCJdWCdfvk27kiKxDEJIGRZ5EFUchVPQUODMGbNkQsij8IkUseelliV/EMrwVAYFqr79v+8dn2iooRIgVHCU1S7VEhaI2oC5v4PaO4GiKurh1ol4t2iQgVsEEzjXxM6WIVUVfkcg8toPOjL+zl1tJRR4ywryg4yUlkqANmIzQ6Z/s4GSLkwgh0NEdEpm08scNC7vAdBM62Ur87oMJ7uYuZqVPkIIURa4DqfIcVZJhAjMLWkb1wr7uEwjUBIKnvX++FYZpokCTNHRVj8LOyXW3xRrFKli85rr1soivX03XqF11opBpQ4PykkVYxJZgCAgarOtTuZJEJQQ8pYtsDT8tGK4O0Ge0A1xwFHYRgcohjWMhGyIXC7KsQzApzjeUqqSyBRUV0kkSn9IzPVzwpCpvwVr+xDkz4h+WvfZYOZKoaIPdjhu1TIZPYAhn36/ASPxKhtOQaoGfznG7x6A05uIatCqV77ZQC6lQQeDe2I6tjcTgEk1BYPv+gmneIegM2ckejukQAlhHfTjFzguE1qiVbvyMn9QC3VpgC61QWRKbd8uEYenHLEU8hr/grIj3C181+EUZsR/ZB6OdBmBcNmRaoWQ06Ssah5oV4BwdHH3tUSl4bUmMwntJ5RoW9QwpBHVdRHq41Cgtub29x3w6I24OFZ2gWL97jLlyEZkoQqKoE0EhS2xV00uGaGEIwVM2BY2vkCaJc7MQ1PW7U+PfGg+VNDzyyCOt6dBSKf70gill8IuaMC9Jf/GTHC526ajuO2r5vxWwtizNR7VIgZEZlSvbCUIhRYLSAlzcIUW0eMlKskrlK2bNmE67YC8pXIe7R+jUkA1SLDUdP6DxkkrVSAydMDhZNEJ/BTn1ZMe70NvAqxohxUmpV7ca9c77CMgKDiUDie7iWuc94QSFK6LvRqhbhHpNZQuUVBCiV8dSetgIw3FzgMZE7QEZ6XFd2SEaUL37LmgZS7GoQMAGx06xTU/3W7S9onblScvEB0cVShosPWJlRviAzhKUAPfmCzS9y1TUuMaSJx3M0xfw33wJU51Hb60iuyk+LRlkCYkQCB4syQpAeE8QAp8qQh3anX4rKU6ku+VpTpRQjlqaPliSsKzkRI/30F7XQGi9MzQJhtrW5I+fw+8fIhflO1yVNmkQEh2Wtt8RMFeGstVaCKfUWSFaUKxABIf0jsQ69KwgaIPt97BZgleG7GzJrE06fAh0ZEraVpYqV3JQ7XNc7pN0L5A9eoHQ71F+4zmSqxuIbkYiJQMlcZnlxtzQ03BoPYkSrKYJqYx9fSXUyT1ehLIFQUU/CCUUmcqwrd+Easv+tY88biUl1ke1UCUUQzNkJufM6ym+NZwyKqF2FTM7jc9kAIJk2tT0TdvKQ+KbgHMeZeQDKO1IjQwnWipSasToAky2Y8lWdxFCMUxW2HMVjauwvmFuIw7DOt9WHtJY6WmxKJJWTrv9x7RA25T0ZMNiZEbla7yICrMhRKqyD45E5YgQQdU2D2S9DcSswN/Zwx9OSTod1GrWJhvhzC2Nc5vwPprV1Y765VskX3wa6zzFouRw55ijcYY4v076MMnCyTWDMCupxvOIcO/lMOi+7/v+zEPJh0t2PgoAfFHTjOc01mES/YETvcp5Ktcmad6Dc/QmU5SzDFYShqsJqh+Y15GaXNqC2pUnDLalqVtjLdPplOuv3eX48BDvPYkXjLwmzQdsXP08DVUEuOMYFwdY7xDIqDkkJHVocXlN1MZJhOGtaIP3iodKGjYubEagoTD4dxlwkdLxVl+CB8O2pUfzFu19FyxNqDAi46CekkiNl4Ego2QuGoJdyhALNHB3cZuOzKDVeegozWQ+ZzafsTlYpzPMOHTHKBJSNSQlLrZ1qKMwEyqyDoKMTp06J/ddrK0IPiL8tzrnGdfHjNK1aD3tKqbNmGkzoa+7CNFDCU2qI2PChUhlc0TQ2UoyoGwW7YQ5o/QVfdWnwVHXFt3EHfHUTmlMjRGKjunS1b0Txbuz13cZCzdnWo8pbEGDZVZPKZoF/WRAbjpIZSjdnFx1UTLHkLTUVEcqMwo3w7oFyluMzsnFgIIjSioaPGmW0P2tZ9B/8DJhMad3cY3BlTWUaOKzEpYJoWt/b6l3YcmfF9TBg23QIqC1JMpNRwVIFwKO+NylSWxzRZBpjROKe9Nt0jRllA1JRU5wsFAlvdAhLB/WAK3W88nYsr6GIBFKxh1BHGDIdrzpd2AAKWMQ+/uE2RihFOrKE9QE6vKIeTnBB8fF7pXT+9ACd+N3RpGvWAGI+hqFm+FcQxOKKJ715aeZf/1ZOk+sQieBbpfRaB2HZFI6JjbQTWA1lW3FJFazbLRJoiu6jKsDuqYHCJrQgBSsdzdoMagoYegoiQsBKRSZzkGIVjNhwXF5iJEJg2REohMMhv1qLzZAhEDJQKrvsb24SJHuosWCUEG232ewlaPMKcAUIBERy6Nl9IYgeEI/A5cgykPwJaK7jvaalXQIlafA4wgc1cdoJHVZMkhWGJqVdgxFhoeRBiNMq68QZcCrUEX2lEyYuQkDPToj2hWv26w8xOicTHfpqC4pKfObO6jZnPSxC5jVIYtvPo/593+eqOMaK6cKAdJgVIq/s4d98x5294j0lz+NWOnDzj71Xs3h7THuwkbcmT9shKiNUt/aJTQWfW5Esjl6+M/5KH5m4azFO0+SfggMSwjR2nk8Qx6OWT/fZ/3qKiSO0s45ambkZOS6G71kQjhxoo0SAYJiUnD3xg7D0YBf/+XfIElSdvd3ePnl5/nuS7f5LQKFHVM1FRLDKBmxXd7juD6k0V16SY9ekjGtA1mrAyQ41TH5IPFQScPf+Tv/N/6z//R/3RoWtYI9y+vhoza5C5ZxfURPvbvVpm4X3rEdkyX9mBDQsgBarYHznYvRXCZEXISWhtIXFMxxwVL5mgMbJ56VdA2IEtKZ7JKkkn6vz/ywoK5qOhdSUpGeAKeqUHHkjtjSZyhEShASRUNFFSoKN0eEqIaXacNmtomRKUtxJeUSBq3McFy3fFsW93HnFFTc5Zs4mWamT2EXmOCQEgo3oyc7jJspJSWpStlMNzFCkqpOu/t6Z4BW7Wsm1SGH9VGszkiJkpoLnfOkOmVST5g1UeXvuDqik3Tj+QdL5eJOVCuDQtLRXfrCkCUJ+2HBMFnBece8XrBb7JDpjMu//gzyT24hXtsjGa3iTnAyZ7QuAoSmRIz6SAds7yM2cqDCGIFsd8icSRQjtsSRCgE0CAyauMOsqCNeJcmYuylTP4cgqRYl/UEfUXpEcYi4+wbp2nlc3iUA1jqs9yA8CSlzNUcITyI1uXgXapyUMDmAuoS8i107R+NqJnZMrrv0zelYXoJsFRIpEzIe5NRrYdjI1kFsnrY/jIwLjzCIJ57BGYGb7MONF7loEtYvP4oNmnkj2K8U/URS2ZLMdMlkbC95Z7G+IVFpbJu1HiPaamyo8dhovobChjm7i7snWIdEGu4t7rSeDrEdlMsOSii28vM4b09M2Kb1hLW0wDVDKuex5SGTWcXnnnwGdYafv7wOfRP9LBACoVR0sly7hp/swHyMmszh0uNkwHqWUNg5Czsn0SmTaowRyYkHTGjBh8s2XqzyxUR37ubR8VNqKl8xUCssBbpiiChJn54jCN/SjWNlJruyiriyhtAGV1oYZDTfeoH0c08hOkmkWwsBL9yiuHUfNeqjL2+R/sIzsYrYJgjOu+iu+WFAj/EDYFZQlRXd9SFq1Ifszw4A/VH85MO3wF/9YVguiwoOjlGTCcn6Kj6tqVgQnMN6R06GxbfmeRIrFEJqgrC42tExXYqmZPfeDr/1a3/lRB9nc22T7JM/x3/1/AuExZhRdw1nwNoGXc54cqqRwzWkSAmNxCYZm8P1E1YXIRCayQc+jYdKGp77wXORMyoNS6GUZfjgCVIiTUae9lrDw3dFNKBUQi76JyC6ZSztaxRx4lDImNWHwCKUdHSHVGV0XMHUTnF4Zs2Exjf44FnNNM5VrF1YYXa4YDEvqLcdwysr1K4ikQmpSFlX66fUPO9wQuCUIpke0sv6eGmjOmHwFM2cfbtoXTEjbuKoOmI9rFPIBV3dR0tN6QsqXyKFxvom7haViZxZYch0jpaKyhUc12OSJMUv+7BA5UuyZAUvon3vO7UmGl9zv9yhaBYM02G7G4tlcU/AeosWhkQpch1bNrnqAKFlVcTPrChROkMnBuPj/VzrrqC9iJgOWvBiEFjf0HnqEmpnRvPsq6S/9ikaNz9ReDy9dyC7OWJW48clrC9trGkn+OUkb7GtGZfhjMBOOAXJpiLBpJrK2lZ8qGRhF+gk9uH1UxfwOxP40TZC7xC8IL20SXJhhFzt4xuHCJ7G1ShaIaez11O0vXIpUVWJO9glDNcJvUGLW5CkMjtZvELrnnh7/ibnOhfo6A7v5kQq2t1v46MWSXRRVFA3UZRIgOz0yK8+CdMZ2e59aldHoKJU1DNBJgxKHkb3TNsgtaAXHNIrhNIRZW8dUiuywQjShKA0zjYkMke0Jc06lJHtgyMTmr7pkanspG2ohcbL2N9WKFbSIVpI5uMZTa3RYovupjpNGISITAkirsKkWVxwqxq/e0j96m0oKmhqgq0RWpNcehzRfldH9yPORsRnfGkX74Oj9GVstUjVzi+RfosWZC4/mU20Wra7YN7MCEDP9AghkOrYJlpqfILES9e2MBwhkejPPI64c0jz3HXUhXX05XMILShu3Sf5zBMwyPGJwFMQvAQF47LmqKyh++421e8bLZ6BQDTFMh+8vP1R/NsVH+q2aQWjAa7foQow2zukt5aS9zpkMs7hMjhsqOmonJ7u4wjM/Jh+MqDbJMwXEltVUWOmPYjYZpXYqsZt38TLuFGNbtAa4Rqoygg1DgHhG6zUCFufYFrCT8oa+5mnP9FOHv5EVGUZsTwZEAFSleHcu/sDLBcGIxPeyT8hlqhdi06XJ6/JZU4iDNY3GK8ZmAGTZnLi5qeloXYVjS8JWiB7AeMl1bRhMp+i0ni6y53MMqISbUB6gdA5iUzp6l7kbgdHZYuT/jWtFkDf9E6U8ipXsnCehZ0xSAbYFggJjso5UpUiiTgGrSJDIFXTtmcfKy8KFc/DanKdY4Jh6WoZ+1kqTqwuLp65zhiYYUvB89Qq7ngVkkRapFSRh6+i+mG0zI5TcXSRLCJCPfjYKxeCRCeEJspIZyqj1jndtBOhZ4McSo+/0SAmFT6XCOHe9vCEVkRE5DkIjw7iTMIgWNYXBI6oVRaw1mKdRcsILpQicuSVUFjZKk6G0GorEK3GRwalRqhuFyE8uIDdPUbYCq3XYbCGt46MTosPaR8wqeI5V0WkCAcIKhC6fci7BGXwLpbqjIjsExsstSsBgVFJy1B4Z9+Pt/6s8hVNsHR1D7UxotneI6z1oJuASAhdFcWgfEMqINOyVSJV8SrJGictadKNy2SQbeIhkUlABgG2hqZpMZoBPRgxytdOzlpgiToihlSmJ/gHraImgUGgQgRJETzzG/dY3DogE4LR2pD+k+eQyiCthXJBqCuE84Qi4GdVnHiswxcFMtGIQS+KjM1L/GSGf+Mu6pEtHAItJCFEGmlHd0/ujcdjfU2m8vaoQ9t1koggWixQPL+zXhHLyokNNmKPECc4EBsaateAJNKaRazQhH5Gs56jbQ3jOa68A65GrfZgtUvIDCFYCBaEQlrHvLQUQpFuvcWz5mFjCTz8CHT45zKWj7ezp2yfDxxaxfseErx1TO8LkrsLVtYCeT8Fr9Emtv0SlWFkQuMaMpGjF2APJ1T7Y7TX3L53i4tbl1BKMV/M2L1/l6HOkckAUkUQUYNkHmogWjFIoRABpHfUEoQzJ5tz9AfXmniopOG3fus30UrhffOAqA60bIgQED6WLd/Ph/Ase+LszwiiRUJ7kDqKCrZKiX3Za/nTLSLcDE/9J1ROpjIqW1G4ktLXpFmCQRHmjqPDY9a31kGdfueyNytDQDkPNuDyFaSPE1rja0pXUAvJwESqVggBJRWresT9xS5GptS+Zt7MWNgFw2QEQqKEIPhA42qc1FEBU2UYGXEPA9NnYmcx+RKxR177hnF1DC01UIm4wNWuIdMZla8oXEEIgdV0REd1T3q6HU7BVI1vF723aD+kMkPomJQVIYnI9NAuflIirMMHgVaaDjneNeRpBy0lQQZcrhEbK7hbe/DEZlxsW8VFiBO7m80ROkGPuiAatBBxoYtXvEXJB4zwsZfmA3VdR3VJ7TEyvnypAyKUxAWLQJDJqGY3bqaERCHPDdBXVhAynkP5r5+N5T/TIC+liE5OKvN4jduEVjZ19JcoFohiEamc/Yww2iRIRQjuhKK6rE44V1G4ikynrGcbpCp7gNr4bqGkorIF1jdkKkc/eoHqzbtoeR6ZreGVJKQ5pHEXbSRIKbDWUzYLJJIm1NiQYtL1BysyLuDnFaqxuPEeYlEiGgdaIZ1hoA1eCZx0hCDoCkMuDEpEa10XGoyNTANpA8F6grV45xC3DqnvHtPPJGupIrUeP1kgqxI/n8BijrAON3G4WQU+VhlFlmGevoI6t4lQCj+e497cwb18E7XSR+QmekbIuGmQrWnaMlkRLYNmWcMUQp5JFmhpLg/OGVoqfIiJAieXJybatW+Y2WkUblPdyMwJkXVRjRKSZAPePKB+6QainJL+pc/iZIBWcTPmuYJ6f0LtPH7YQ51fh/KDu6x+FP9uhWh1K1zT8NANijM4wKAVi5AQ7sxpiob+ehclNabb1trTBhKQwSKLQLMzZ358yGJeknfXeP3Gq7FdpzXHkyNu37nFZm8dr1fwvS4h11hlOSp20CJWTY1IWmo5eBU3Q0ZECrSdLT7waTxU0vDxj3+C4B3e+XeU7P0g8X5aUkJIUpnjcFhfx1ZF29tf9lG7pk+X6J1wuXOZ++V9CAHnappQM7MzUhXxB0makD+as/fChKpnSfoPlv4dLk6eDlz7s6WRjfWO0lVIoRmlqyzcAt/iIlKRkaoUI0zbT5bthAwdEcVogjCkOqV0c5xs0BhAI4Skp4dUvmHu5yx8QS3jQu8JHFbHVC6KXAH40KDUOjM7Y2anUeFQdt7S0z29vku2x1tDC41WPRBgEo3yUfpaeQ+9PvpogehlBBUQKtDNuyyoEV6QUKIHBvPpqxR/7+vkj12k0tG7wgiBDZrUpGAbQqIIw/j/8Xqe6ijYoElEaGGsnhAsjWvoJutomSCkx4mGutV4WISK0lZ4HyLtzmgSndILXTSKoprG81Ep2Zefxr5xj+qF6/CDb5H91ufwg5VYzg9gKoe99SJSJajROdh6BJdowlIx0MdERrUsj2VIqch02tpkv5dPyIOhROz5t3cG8eg5xCtvIA6O0d0uamuDspy2983j2jEYvGNcHZ4ALbU0YDxSx1aecBAOp5Tf+EEEVZYRsIsQUBZQ3UIYgTq3ilrv0e0pOl2D8B6lWutx55G7t6Jfw2EdnUkPoyX42uYG5ccu0kslqqlY/KN/Gf0QBAShQRpIEtTGkPw3Pk9INd7H6mNVzdF1GYGnuUI+doH6tesUX/8e5unHkefX8LmB4KAV4YLYvhukq+21eu/re3YOWSaSZ0MSq3dCpohEsKineBFwwiNF9LYJPkGOeoS9Ilpyj1JE1n51OP2vEIIb33gOfWmd/rkN7tkPzmf/KP7dC60VQSmqqolopjMg7IcNqRW2Eezdr9jdrUgkJJ0u6a3rXFxLOXduiOnk3HvxDuNphX7kHOHKE6wJyeHO8/zjP/1HeOfIOx1WR5uc23iC3eevM+pmpJdWcZcHjO0x58wWlS3w0pGoaECXhx6T6jDaNwhJtfgJASGrYk5qTneNMRvXJDpHaYNTiqXd8LuHZ1KPaUJDrnMOqyMqH2Vze3pA3lIEQ3AkMn1gYVxiEB4MyWZ2Dk6cCATDZIWimWFUgidwVI05f2WTuze2qc+ts7K2Qp5FGpeWCWHvNkFpuPQo9+f36Os+qY70LgGstJPZUj1weXyb2TkaLId1wbRNVGiPJBbhPQGNUimlLfHqVN56aqcMkiGpyhBEMKPFs6ZXaYJj3Bwzro9x3qKVYba4Fa+B0PRU76Rv/k7X960iRyfHvARxBoX2CUpbEBUBiV+5RPnm82AuozKDlNFvY0CGo2bua6S39H2AT1+hefZ15FObqLUMbI2jQpHHClNrc75cdpsQe8xKeBwVLhCttUOCJmHQ0wibtEY4qlVkkDgqchJynVB7y8yWFE2BRJPoKoJWXYMwkgEDvNeYxy7QvXYJezym+oM/xvzcFfTWOUTQ2DuvwVNfABETwhAC+PfnJzvvqGxFV/Xe97XvFEJIpDJwNIVaMPn2K4RvvUT38ibpf/BVXFOhdNqqAQZsHbE3h/URPji6pocyKf5H12N7w3nkSo/0Vz+LH2QRYS0EiGiuloYuYTGjfOM29c4B8o7FVZYwKxDSIVoXyEYaxKAfxWEee5T8r10jOM+kOiS8sofr57jLq+Rf/TyurlEmUlO9tTRNidQpla+oFmNKV1LZkmG2iguOVHeQ0iC0YPDf+22avdtU334Z9+ot9GOXUR+P8s5lM0ME0VbFPrjngg11m8At215nQ7ZmdxpDSpblsX2pE4xOkUoTvvcs1WRGOJwgjSH5hS8Qvv/7pJ//KvRX8FLTeIlJUg4Li1E5NumwKD745Pq2CIBr50alPhwD46P4mYbMElQnhaqJwMY8fb8c990/6/GLUNtoKiYlvrGIusFoiR5khEFCURcc9vrkX/48M6VYOI/zAT34BS48ceazBMyBMgSObm2T39snp+bS5ccIoSbTXcyyei0dVYhrbhVKSlfS2Heir79zfGjviSCIyPfZguJ7zxPKJhqd9LJTlbHla0PABsu4OqTwJUnrGLg33Wvd9LokIkGfWQiXFtnvtas7+3chnKpGdHWPXHUQCKyvCdrhezWdrZzp5JhiPKfXH5CvZfS6cTdf+Zp5M2Fqp2Q6w4SEVOWtG6J44PtCCHgRkxiDpKe7KAFGJUybKSE4ct1BS42nISFn6qfUrorgLxkrF1JIOqrLEiMSsQsaLaKwUV/3SFRGaRckyqBlgpHJA7K3sYx/uvupfQVtSdd7x8KWzN201UuIOJKe6SEFlHWDVAKjE1IjyBHUKpbfBB4tWg16QKBpgmcsC/ofv4D72nNkVzZRG32CqWNrCgFORrfrM8wa2eIumjaZTIQAbNu2ULHqoCwtenbZuqYINcZqrKyoqXA0bYUCFraKrQ4cWJBG0g1d8IIgNHo0pO6v4K/v4xYimsqMx4SXX0f0FBHGoUB1cat9jEkJxGv2VspwquLYfGjFPmkRwiC9gnFB+Yc/JP/ypxEv9XD3jxCDHtUfPIv59DXsjRv46QI57JH9/McZSuimKxH/0wTsD17DbR+QfOYJbE/SiBqVmFhheyDxCZTMcKphcblDOJfQlz20jmwZH1ogHlG0yQWHVBoSQ1UvqG0FlWIxLcEEatdF1ZrSzfGOlu2gCMK37ClB0pY+u7qPyRKCBds4yqoi1I7h5gi9eh4+H3D3Dwn396jevId94jLphVVUlkIID0iCv18s54e3X/N2HmjpjUiJQaJ1SlNbFseHdPYmJE9dQ6aasChx+8cUP3iFLHjCi99DXHsSce5SZOv84BUe+exjyHObVFmGkgX35vXDjYOz8VGh4s91iCyFbgaHUziYwIW1WOV72M9ZziWJPh3FRlMeTjBVje124HwP7fvUdwrmjcMFETdiy9b+meEfCBQB7h1PuXhhRHc+R9zYx9w9Jjk3QF25hMgzll6vihwfLKJRWO+pflKUy7MhpUJVHvv8TfTlczQvvI4Y9NCPX45UjjPh8W1vtqHy0bTGe0fhCnqmG5kXJzXBU5GVypfgiSpY4r0PdakGCFHpTZ3cyECmM7QwVH2LkBoqQVXWHG8f88jVS9hmgVdLdcm6Bb81yBYwuZS1jQqRcRe/NJnyeDKVk6oUIQTTMMG2ZU0fokKfVJqu6UZb5uDomN6J6x6iZZ7gT/AJEkmuosqgkoZMpigZEfjL1wiir8BShdCGOOHaYFtVxehlUDvLzE5RslXM9A2zZkqmUoIIGGXIvEeahMjadfggCSK0g0PhQkTWe6B0BSHrYy6u4XeP8YdTkAG5OiBcXCMgECH2jqOOQwQ8ChExYK499niL46LjnYyYMBFaYmZACocKMYFJpIkyX8rQEIWvcEuOfRQlUkRnNxFiMuuEIHnmcezrN7A7Y8T+FBpNWEwQJrTYFgHuiJCruOtOEsSgh9lcwWlFaJPfqFQq4gL7PoJbD4ZClA3heIy7c0Dy5BXCSgd1brXFkQhkovB39hHd1kSoqKl/8CohN6iyQbiWCdA4zJOXCaMOIQnIoDipKLUOhUuQYLyKApN1iHaeKUEqvJQnIk6ewMQeoz0kqt2x+yit7UM0KFXIuDNpmRW1XSAkSJUiRawqLrFJQqqYfAjBay+8zmw8x1mPlhKTbPOpr3waNegjCISsg/IaGku4c4DPEmQnR/U7yPRU6O0stiEEH42nQjgBMTc22n9LpU8xJkUdk5kQoi+GLQmLCgZ9xkcTDncOuTjq0+tkTHeP0MKTdmOrws62SC6eQ6xsgsnRHvxohW5uOKorKmsZ5h0q5zkq7Ufr/1/ESBQiS1FaUR5PSdeHSCk+PKj17FwiIfQ6WNswcw49meGtoBTyrfvwt0cAX9b42Ri5sYrs9xHdJM6bdY2/sRMfJx8IWpJ0KsTqOlJH5eOBeW+/ibPxUEmDlFEIKTQNYt7AUZRmTT/3FPZ1jVoboK+eo2liqWOpT++CO7EoNnKJcI6PXEd3aVrnvbd6JDjfxKaDJ06wZybspcHQ29kXMfl4UOlNIoUizVJ0IggVuInj4LCgODrGBI/U0cgnV7GUWfso/pSouAsqQ40K8XL5cGpm40PUZRBInIsIbqV0lOz0oe2LQk/1GNfHrbDVO42AU8trgWg9AmKk8hTZurymAijsgtItKF3B3JWnlDR5SjEMRDCmEIbQouYnzYzaR3WwxBm88+hgSLQmNBVOeLyScRHwgcbblr3hsa6hsQ3ptS3crQP8wTRmvtMKuTFqqYwC4aLmfQgewXJBiwybsKT+iHZh8FHYSxHpiPG+tuIjKvanAylGeIpQRapjSy+tQsSlSN8mDUt0s7eYq1u46ZxweIRvLHQimDD4VnwqBKhrxHwax6PQqLZcLzeGeCVOFsYlM+HsfViOvzjG3grqlXFRPJgQ7o8JVYX+uY/T+Aox6iGtw+0fk1y9SHHzHubyOjJNCTtHuJt3427GeoILoBXq3Cr6sYvUriJ4i0CdMJiWrJjlcUGUYl7qn0BLKz6TzEegYLThFl6CiIuxFIp6sSDRikTrk+RYC93ST5ejVZw8C9GKVyGFZn97n+03dvHOYVJDkiYsjhd4F83NfJrSrGbI7oB09wA7meIbR8Q9J1gLwnl0qhFGUlcNoraY3CCVwovoCqiNju2sIAleEKRAK0UxnWKUwHtPXdVoLLoKkFvqacFsvMBfPc/4aMLOK7cYDDPWL41Irp6nuCFohhcxaQ8VFN5Z1IV1insH3N/dwxrN+atXWO+kzGpH7T9KG/7ChVLI1GC6GeXxjGReErREJH8GTBghYNChsQ3jsqS4N8Y3jibLW++c94gAOE8oFig5RI66hNV+nBvuHuIP5lBahA8RRE4JEmSekmRZBPB/wHiopMFIjZEGOx5jr9/F3b1P8olLuDdejGVy86DmgsNRt6Y5SsiokSBTrPdY7zAyYZiOKJuS6Cvx4GKqRTSrqUKFJ5xY+cZr1Fpry+x0xyMijA1iwiEQOG8pbMWCipV0hdqXYMD0uggD0zfusHLtAtloFWUSrshotFXWZaymEClxlhKHx3tH5SomzZjz+fkTi+3GWubFAmuiTW8qUoRuxaHa4x4mKwg48SyImIml78ZpovN+LRkZZOSc41AEJAHrmpPqihZxh7g83qVzg2h7vf2kDwQqW1NiCcKhvaHf6yFnC5pE4vM0IvubkrqpcFLSSE9DxczP6G1skmysxetdN8z/4E/Qh0W7GDtYVMi+wVuPDdG4y4fo9e6CPml9LI9t1izoJEv6ncBjSM48KB5QBHIRUKRoDdZbFk3FhCmFrUiTJOp6tEqVTVWgPnEFIa4CEbQppUG1wMjQlrDt0RghSsKdfdzdI+pv7ZH9/MeQl87hxVK067S6tBzbLrh2N/72x8gIgzs8orm+A0GQ/9oXqIpYGTJrXURtCa/dQW6u4wcKJzRCatS1cyQXVnGHR4TNESQJos1xrKtabkFkCzjhTnA+QsiWamjftyq3PJd1NaL0JbWvsDQn6OqjW3vo1CDzmDx3dMQbdNvdiG8l0lOVxWdbGpASax3f+t3vcOHiBZ78/BOsnlsF7/BNSZCBulgwPpxyOK6R8ohHn3mU7Op5ykXB/GiCu32X41kN44LVy+vkm0Pu3TvE3bjLpY9fonPpAk5rDrb3WD0/Isu7LCYFZTkjyMBqd8ituztsrI2oG8ve3hFrW0MufuwaAU8vCDZ1Qr8/5I/+5bcZ7465eO0cHXOO0bkN5rtH3PvhKwzPb9BfG9LUJetXtnj1B6+xv7NHMujSTXPWrl0i1xWusbiP8oa/cCFTQ7I1ohzP8HtHCKP+TDU3miTh8KgiTCzGN6gnL0a65nselIBuRlkL8HFT5UITV5hLW6hHJEqdVuyVSQjP/iF63CDWNgj9rff+/DPxUEnD7P/9u8g8hyzHXL1I9ze/Ch3N7O/9c/Jf/iJsDk+qDMsobUHja1bTdYRRsZQsKqQQ5Cqnp/pkMo1OC28F94nYopjWY3LdI8tSTpeR6CFZ+bIFTD54w+4V2wz0gH4yYF1tnPC4jTKRtukqzuclr8g5C1ujGktHRdaBCoqVM5mXwzGQeWs0VWOU4rw+fwJGHB/MOL53zPxwzOUvPE5PpbEcj8P5015RvGEBHyxzt+B+ucv57Dwd3ar+8W5gz7dHjSUzXUocWbCcz0ZUASbNtJVzdoTgyGRKJlOMiN+vVcZausGk2mHmXSz2C0MhasTa42RvvoLpdqm7XRaTAxKdgk4gxLZPTlRHrJsSKRaAQsqc7De/SPW738Pv7uCCx97eJfv8k6grGxwVO9EvXqZkiaAKFTok7UMWQDVoKVj6UchYi3jgjkpk9J44Of9ouuSxGCQlFf4M7fTkOjXRJlwCQgVc43DNabUKPKJrQGWYJ3qYc6v4e9vMv/4C+VcC8vwGLlU423o6tPcn8ptjG+tsCClJdMbs7/8LWO2TPn0NfWmLqiqA2IuXJwoVbWsqWFAGsZjCwQ6uaQi2opq8iZSqNaNqmxFaIzNDyDNcd/OB7w4hVl+U+qCPtSSTGaWtaHzFIhTUvmLn8JiNc+ukJ8JgD0YAgojjSwuDQGLrhunhjN037/Gbf/M36WiP234Dd3Qf/dgnmRcF3/jaD6nKgo1H1rj3yj5337zHp37pGSaHU1579nX27tznE59/ildevoF+/Rar6wO6/S637xwx6XW5lnVYjBf8wT/+Jv/j/81/RPCB6z96jcneEecvbbHxc5t8/R9/i06vw/r5dTq9Dv/mH36d//n/5X/Goiy4+eqb7F2/z/og583nb7J+cR2kZHI4pVoU/JO//0d88pNb7G3vcTSpCNLzG3/z19i5uY0wiqyTvf0SPkyEAPaD4zY+in9LQ0kYdOmu9FmMZ2R7xyQhwOjdVZAfKrpZZCux8dAtsGRrg3IRmI8Lkr4mUx1KvwAPojmzxpZgPvk51PEhZneb+sV/9YG/46GShu7v/BqdbrSyRUW0v9i+TjApZIag5Sk6mDixDs2QgD/JcA7qfYzUZConM1m7Y7PUrTFHBPo9eFhCCIySrSpf1ZZDNamME9o7KU+uJustIjvuDpUQzNyYVOYoYQheUB3us3btSY72p0ynd+mud+kN1zDSkwjDkoAp40HgQqxeJCJFCMVssWD3zR0Uhqyb0x91mFy/T+epC+hEI4MilfnJMTWhYtbMInNC9VhLI43yoNqnchW1b+iYDutJ1AJYChy9U0QBkIRcZjS6YNGMqV1Nv/UmiJR2TapSFr7AiJQ6OOb1BCE0LkCWjjAyAiyVTHBNhS7GqG6OkR1MXjFbzAkaRFuq1k7Ql32mYUFOisaz8EfsTQ64+KuPoV7qIRuP7KSU33uVtNOh1+tBqtHE1lTqHUI6wEUqHKo1wDqtFMWksAFMW3nwCFFhEJHAGaLokzGGomnokgASd+YTlmPQL1VG/TsN97iAC+/jOF4/hxyukumXKX/4OsmiQl/ewgz7sXLT1CdjMgROvUGWZmSLmvKVl0g//0R0L3QlfvsmMh/he9GnQUrFUt1CCkln9z51aJhlBr8+pJ+MmNVjMt1BSh1JvlLhvQUEvrWcV2/Z2UghSeTDsMc9lS/RUrdtrAYjFIPzfY4Px1RlRbUYsnll4y1XTJLKCDQWKrIS5tMZd158k8tXLyCLCU4HQt5FjJ6BNOO53/8OK+tDNi48yvlHNrj85Jxvf+3b1GXNfDxjejTm6icvceWzF9m/fwBWsHF5i8c+8xizf/4dlJaINIXc450jHOzhOzmTwzE1sHLlHPvb23jv+fQvf5pHn77KYlLwg2/8ECkVR3cPaYqalfMjOpsbNJXlmS8/zblHzjM7mvOd3/02v/hXv8S1px9l5/o226/cop7M6ec9bO259KnHuPDJa+isw9FkyvzHrTL8JF0tP4qfbAgBEtSj50leu0M9WUSTP+dhbfDj31fx7lrK7xdBKhJjyE2CVhqPpQkuVsSJGj0SRenmTOfHJGlK/sg13MpPqNLgEoHL9Ekvldoh5g3h/Ahn5AOIeViKNcUy8szNqEON9Q25yqOGfChRGI7qYySSrFXBWoYUspWZjSDDpbVzCAEZApnKebdIVXbSsgghUPmaRBmaUNMEi277nnQ0/dUh5axgcn9GVWWsbfQwWuDa443fI/ChaZWHoHYNd+/cw6cWlTgwDkKGbxycaTMs2w42WCbNhNIVsYQuoHYVCzsnBEhkSgi+BSh6Fm5OcIGe7iOF5KCILRit4oBKlSCVkd8uVNxLz/x+TNDaNoSidW6kdfxr7bEn9bgFXkoyndOVho7KkFITBnHQq6Ik1Ski80BCE5oTKq3DMSmPEWaA0QkVDUJK9twBq5dWSPcL/NGE5LMfo3n1DgiPkBKvYhlPf+IqUscqg7cWWdao7qC1M4ntgEAA6VseMcigEEGftrCCRIiAEtDVGRrZomIssrVTXt4DGeQDQNsHxufZ8e0dnhDZI5cvY2YN7niCm5aINCEQ0E9chtwQBCeAO4RAViWyLAj7Y+z1WySfvQJ1wBqNlwrVjJH7UZ2NIBFHM4KzhP27hP6IWhTMRUUVZmh6LJQnCEsqNFpIylDFhEPIqH//jrgYTs57aQ/+3qDN6O0gpI0+LzhSndPdDATvaeYNB7tjTJqystk/+azluJZKw8EOIh8QKotrLIPRCiFLqUVNEJLERNrz7q1dnvj0Y6xtjki0RKgImAVBNa8o5yXnn9jCZJqqqFhZG7FxdYMkTygmBZeevIjHUxclvdEAtTbCC0FVRX3RzrDLmy/tsnFpk9HmCiYz2PGUrBPti6cHY4SA0YXVCDgLgUwoUq2ZeM/u7V1+8S9/gk4/mqEJJVm/tAnWErzH5Dkqy1nUDfeLj9oSf9FDCAGJxmyNYH+MKyqK+0dkUiBWej8ztU9hLUrnSB0xTyGEuA6wxD3FCr2RKc57JBqhErz64Iygh0sanGt3O3DKdEgQXQHitCcfQqAIRSzDhkDtKsb1MYlO4l6yFXWZNhO0SJg1MxJpMEK/LcPSUsdkQhhsiDbKgdD2mtOo7y/121Dt6i00GBeinLN10ZfcENUmvfOYbpfGS+p5RXM4AaUJXY1OPMjWzbRxlIuq9WhS1N7jvCMfJHhjsU1NORV0elnLt3+nEBiRkLQ7u4VdULoyJkbKIH3EfSxlcZ13lMLQ0R0KF5cJHSRGSVKpUAoQHhkUSqd0XXS7rG2NFIJMZoTQ4H0AoQgeGprISiGWyuPiLGiCQ+sMVtYJxQI3GyOGQzKTInyC8tD4SDWtXR0XdhmxBj5AN+lxXO0xGIwwxyVhsiD96kWavUNk0/IogwdbE3YOCEttAe+j81vSxIVwkCPyBGgR8NStCLVAhLhDlzgCMla8RCCROlqWE1kuIogH3EGXyasP8d1nwbRnXxOCJ7jW9zDPEFdGcOuYMF+Aa8Ck+J0jRGqgY5DdBNKU0FTI2RT2j/AHM9SgB3mClwKfpASjoVlA4yI4VqiWrhgIzhGGqzghqZqGRTXHGUdDg/ICjURJQeNKlMzP7ELengwsWUdvPbd3HInta3Ur02y8xUqLloasb8AJZn5BMS442DmmO8zRRp2ob4JAuADzKUKnCKnRqWE6nxO0QejIxnDBoklYTOckeUrWSfF1zfHuMYO1PhKBqyOnZrg5wHtPOStJLiYMN6Iw1nh/TH80wFlLuSgYrA+Q/R6H23s0tSPJU7TRHOwesXV5g7yb01QNs+Mpg9UBAsH0cIbpGFY2hpTFgiRLUCEgnMdbz2JW0Osl2MWC8d4R80XJpacusygLdKKjC6qU+BAo/VtF9D+Kv6ihhj2CjRvFZl5i98cRpJun749D+AmE04qidmSVJdUyJsiESJEGItkssqwEEhkE0sPDeGN/aMplrA+D6A9Q93ciKpNTqtS+3SdBk4gUj6dwJRudc8zrCYFA5SrG9eSEnula4N4DhZkQUEKS6ygHPHczrLeAj2Vbb5nWR3STYTS6eQc8wHLyVCJmXkoqRPD42pGj4bimHHSpOx3kmsff2+XmjQa73mF9tUe3l1PVnmo8pzic4a0DKQip4tLlC4SkprAFRVlRHznOP7UWLZlDeGBnZoRhlKxGPnrwHNVHVK6kcQ1OerzzNL6hdpal4Y4UgnkzJVc5uZEsnKD2IITHWUHlA1J7lIptncx2Wet32Z7fIQR/Alwz9hghUxa+ogrRGyIQ6OguvaSPQrN9tMuj566i+6vU8xn1bIzv9ckkIGsSJVAhofaesirpZStkSZe6tMzHNefX1lj4MU7Y2Fd3kcGgv/hEi/0Q0azncEb17efBivhQpQoSTXO0ABfQT19FXdmICYRU0Q+jHeQogUJDmzTEikTMRyoaUky0qvfhAfvrJdPBBfsWq/HQgjPVA/z5gOe42Ef1MvqXhyRBIjpdZH+dxb/8HqFs0Ot99CObqK0Mv5gh9w5p7k2wpGS/8rloeOQtwntECPi0C602lNQJiEPEjWPk5mVoCqQVCBtd9BKZoFxoz/NU0louxxOxyvJewNmz/gzvF0poMt1BqejdkuqEdD1B+ICtGvZ3Dxit9cgGMXFQRqGNhvEMoQ2kGTpN6Kz2eOn5NyinJZ1eBxcaqnrGaLCBSXRku1QVflFw79UdLj59oQV2CLq9DolOWSzmuMZhtCHLMpqqYXo0pdvtMjueUBQV+SCnmC94+dlXaZqG0dYqznl2bt/n4597gjRPKKYF451jNi9tIiSMj2aspiMGgx7HOwd0h128JFYbQ0AqiXWS+c1t7r16h0lZ070w4nA6I+93kDLSefudnGxRs7D+o8ThowCj0OvDCIS8d8DiaEpPCOTWCLo5Qv10Kw7NoMv28YSmUWyqLiqDgCWo2FaUoa1802CDw0UEHO8mCPhO8WMkDSCURl+5SPHNF0k+8ShCKrx3kWbXBKb+mKEZMUhGDM0KR9UhvaRPZWsWdo4QIprWCEFpC8rWqXF5+FqaVno5Tvxd1aHG4IlmNNvFNnM7Y1NqekY+gG4XZyofPlgqv2DuwbkGg6Gf9BB5l3O7r3HY/Qyut0YiDJ2VFYaTbWZvTrmzM0EomE4WDEc9Ln/sIp1eBhKsr3FYbDAkUmOFYRH2UbnAi5bP/5bdoBIKGyyNbzBKkqm0dcOMLIdEJUzthLqK2gtL0Z6JnbCeXaYrUu7d2+UP/vCfc+vNbQSCTz3zDB9/6inW1kf8nf/H/5P/5D/5j+nkUVpXSYmRKZnOqVzB3BVYZ+mbfkTZ69hX3b6zzf/5//S3+Nt/62+xNhphZELQmrlvIGQgmpNFNYTApJpwpfcYrgl85+vf4e//vf+G//t//rcRGMbNhEaWrOQZ9b0xfl1iqU+MsfRKSvbbXwGiqp8NsSyWmAy3u8A+f53m2VeQ6yt0f/FjNFlG4xuCr5GUuGDQS/ykiF6HR6ECKqZNQxoSuvJB8J5vFR1063WwjGi5HJPYoV49KeG54Nle7KCQPLL6OImXhPEufneb9Nc+j5ASe3OH6gdvwPR7pF/+LIsbY8yjF0mfvkpRz1H1W8SgzhCtbVMRsNBJsYfH0E3IVIeOjjomjS+RaIxoqbzBkatTkGflo99KprIPDJx9vyh8ydhPSFCs6w0cjvxcj27e59U/uclrL74JgFGawWqXS59cpzfdR52/ik8yMqW49skneOVH1/knf/f/R5ql5L2M0fqAX/4bv87Tv/o0L3/rJf7k92ak3ZS1zXU+8alnuPP6myA8Gxc3MaQc39ih2++R9BJqWzM/XtBb6yKVJB/mBAUv/fFL7L25R3+Qkfcyeqs9vPPcv36fr/72V9B5wmL3gOn+MZeevERwFls1EAQmyTF5xsHOAc9+5yU+7jy9QZfNi5t87f/zLQYCinnB6OIaw7UBPjTsbe8xrizTWcW1L3zsz+R6fxT/DoVWqLUBcthFvXKb2eGErKwx60NYarL8NEIISAzzwRC7WLB445CLl/v0VzJsEXGIQkvqEEHdRkRfn8J9cDVIABHer44JTCYThsMhd958ncHgLEJUoE1C9c3nEUohL6whL67hnKWwCwIhAhulxgXLQdkCvuoZIQTWslXWs00Ep4I06l18E956mKGl0O2Vu+SmG+WnAxzUB5zLz0dEd6ijzG2oMRiSNLIswmKGuH+P7t4hfP7LTL2gcDVNaCgbKEpNIufUvmDeRMviC90ua521Vu55qZQYgYrH98cU05JuL2e4NYy6AS2u4K3R+Jq5nbFb7HC5ewUbLIUtWdgZk3oSzUOCw3obd+pSc7V/jUz2+Yf/8L/lu3/yJ3ziE0/xxb/8OZrjhlTmrK6uceGRC7z22p/y+BNPRq8Cz4k4UZLkrWRvQWkXCOVQIuJEUpVz59Y9/vf/h/8jf/tv/S02NjZRdUGwNaG77GMHrG1wwYKCsi5AWIIz/NG/+WP+3n/99/m7/8X/lYmfUNqSzKYM5xk8dx1+5SnmoohVhKDJZIbWgto6EDHBquoFSZqShR4GjWgc9nBM/Y3nSX/5M1RDgTMgUThqUiFpbNR7kEphQ4USCS40qKBJQvbAGHIhZtOq5VGctiei+dk9d4d1ee4EWeyDY2e+jcWxlZ+nb/poBKaqsPdugImlxxAEHDrKH95A9Hokn3oM89Rl6rrEuqXM8dvHslQaf/8Y+/x1Or/+Rao62tKWvmTmZqzoEc1JC0mjZfIAs8gvDZ6Wuh5/BpPSqf7HqZGcx1MWFbuv3+f+vSO6/RwrG6yw9EzCY4Oa/LHP4FVsK2qd0jSWpq5pGhsX+jwnyRIW82l076xKRF0gVzfQqSQ0UadDCIlQ0NQVrnHRsj2J510tSvJeF0esVNTzAikliUkJSqBaP5Lp8TGdfhcpJc46XGMxaYrSmmI2RyqJSROC98ynM5AhSkx7WNy4jT+ckz39GNYEnACd9Clsw2Jvj0pIQpqh0pzX98cfrtJQ1oTtfSb3j+k9dQXVy38mJeyP4icTIQRwHnf9HtVsgZCSdKWHunrup30g0FhUUZFPpjTTKUEZdJYilGR+NKFvAvQHWOsxMtDvB7781V9iPB4zGLy30NOPVWmAgLMN6ScepXrhOqGoIgDEcSJOdAKaElG5bTqPJhld3WMlXTsxo1pi3pcVgqWAURRvOlVfXFYTQnCUoSAznXZCFWipWTErJ5OeEppEtaCxCNanFjWqWdApFlTnL9D4QOUWlM2M0hdokTHqrDFvOoSQkieOjm6Q2jN3MzLySNtse0A21DjvUErSWclZuCkgSWWKbLEbTWgobIGWCiU0Hd1lKz9PqjKSAKnM6eouPd0nVRmFmzNrplSupqs7ZEnG8z94gaOjIy5fuciv/tpXSdYMydCQmw5Gp4yPjvnmN77L49c+zqsvvcxituDchYtcunIJIQS/+3v/gu6gwxd/4fM0tuJr/+RfcLB/QJrm2CaakC3jhy+9wnPP/YjxfIH3jl/75V/l0uVLmI7m3sEuX/sH/5SAZ3W0zt3b95BSYUyKWgh0kKg0igT5okZoQWgCta2ofEmtI6DPC0hFlOhudI1qDLUuQCUoKWA1Jfvix2levYP+2Hn0Zh/vGhzQBI+XS2Oi6K4pnIqSTwHqUJ+0vVKZnVkGT0GCLlia0MSE0qUsmCOVRsiIfxikQypbY4RBtNoRjUngwmXE8RF2NsVZS7pxAYyB3GDv7uLHE+S5NcyFEdY1iBDeljyG0II9Q6A+nkMOCEEiU/pCnrimdk0f2do9n1WjjBKyH0LW+q1P74nqYsQpvLVqIYMgSTSrl1cQI+hnPerQUDU1spDs3LuD8tsgFSrRdFa69Id90k5KElqaqJTUVYHSCqUFGIloFOJoh/mwR6o7KKnwoWZRzejoPtrEOcF7h1CCkDoOy100BiMN3UGvnSvaFlVwNE1J1s1wtqZqVVFNEv1jrK1RiaB2BfPFEQC97oglMMxLQffyBRY7L2LShFIGDhclR5MxLsBGJnBOsmg8i3pB6T5qTXwUbw8hYstVXVgj2ZXYWUF5PCO9dR91af09sG5/5gcCWuE6GQut8P0uSEkjY2XZdzvMJaDNCU3blYcf+OM/dNKwlH5WgFwdtopUcYL0QryNKigi3BwpFH3dYZAM35P98M4RkwkfHK7lx2cqp/Y1of3sXHdYToKxAx5ay2PZZmAVwjlU3me2MqBsCqDB+pqimTHKEjLtmDcahyaEiDB1lBTOIkXT2vE6qkmDtzX1vEKI2OstWrW+OtRYZyEEFq6gcpEqaqSJwj/BUdkSIxOMNCfCV1oalJQEAcbVDM2QRGVcv34DqQRPPPEYj167ymFxSJokdNIuBMnheMyLL7yMt3DnzjbHR0ekeZfLj14B4IUX/5Stc5t86Utf5O6tN3n5pdfYXN8gNQlVOWUymba6AZagJTJJ6FQV948n/OhHz5HlOd2VLj/64fMcHYzZOr9JsSiZzeYtBVYifQtYFBBEABvtxoUPeOdo2paOkRlaqiVzCQUxURC2VQpViFQir27gX7yJnluEBSccoq0XKEHbAloue7HXH1tXloamVZKMyVAIETRJa57lsHgRgYnBQSNrVPCIELEDXdMlkQlG6ggeEgGMAqHBKGTWIVhwR1NULvFrGcEYQmPxt+6jN1aQ79LPDCGcVIGCiA05EesmGGFYuFkL+m0XJwGOBklUePygycKHdaI9eX/LJOkMcmSXVszJUTeWZmGpJl38+ICQdLE2o24amqIhBEiNjjRJJTGpRifqRB02hJp8fIjv5zS2og6BxlUs3KxN8k7DhVhR9NZG0K2S7azTzgbBtfihWNnzzuJ9Q5DqgXZlaRfMmgnzZkogYEOgp3snY0gpQ5gW2Du7LPodjoNgZ9GgBQy6jkXVMK0lU2E+Yk78tCOEiIdqHHiHaxzenoquAZHBJARSKURqEIn+mdFaRS9HNTYCzMfzCK7vpKh+HrEPP43kQUqQEm80cVdyCtuS3fwB7pVvGorpB79OHz5paBH+Jw9mCIj3eJgEMXFYyUYMzZCOfrsQz8lr32HXA5z4CjS+ii6ZsoOWhspHxcj4XvmWz4JESDCGyjrMokI7hdu4QKlrFnVJTxukEFhv22ywQmsNTlA6UI0mFwolPDa03+8dh3fH6AAugOkqvAeJBhH7ziF4hA/M7RwpFI23lK5AIk6qCLnqxIqDSjEq7s6MTOnqQK49Q72CVhn7+wd0e10uX76M0QkdkUUAi4fgAzY4jg6OIuZgvuBwMqUoi+hqiWI8ntLvD7Fl4Pvf/SFKKf7KX/ltNtbXeP75F/j7f++/QQA2NFx59DKbG2ukdc1zN67zz3/vD7jy6CMMqyHf/INv8pd/5Vf4+V/8LNdff5PZdMbNGwCnQFjvPNZaZKIJxwUqj16l3kd0gfSQSo1GIkIgdYY0PYsBiU6dVgXoZYSiwk/m2GGkmC4HbZQj91gCSsb777yjwWK1wyDjghPA4VslzSYqcsqY4KYhYxbGGBKEj/qcUisynZDpBBFajwVAKYHb3SM4h+qN0KLL4hvfwwwN4UIPuTpClh77rVeQ+8cRWW1U9OXilFkkTv+I7KfRQ4GY9NAuoArdKjxG0KcTDcanPCgd/WC8lQ1y+p3vBpY8ZVu802e1d7RVgu3jCRgSEuUp9ILB45uEG2/iBgOKJOd4f0wzr5kcz+hlKWmeoDLDyrlVEAEnHFUosc2MvKkxykTFV1tSu5LaN9RNBcqfVA8hql52ZSc+428xtoq4nxBdVcUpaBQEvtWM8cExrY45qo6YNBN88CxsyeXuFXLVQbk4uUsbqP70Os2jF7HrI5x3ZNrhRKAu5pSlpO4M3/F6fRR/hrEcxz4m18G66CmyKBGNxS0q6qKKINY2hBBIJWNba9gl9DuINAGj4pz+U3YUlaM+MtFRH2jvmHD7PsnFddSgG9lX/xZpdHgE1n3wVOChkobQGuNEMyaP9Q2patsL3uNcDa1y3gPvI4CQrPcvotGRSufd24ytHvyu+E44nfBq32BarnoIocUqpOQijyVcHCqcJhsnE6UAaAjKI6oFHkndzelWCQsapIimSEYa9hd7rHVX6ZuEnhKUdcNR4amKPXp5ihKagMDaiul8wiOfuEKnk6NlayDkIpUxlVlEvCPpp7FUjYhJjWrNfnaLe2wXd5EIBsmQi91YFUhkcqICCETZ4zPIeeNTerpP5au4uwKMf4/s9UwyVzc1r71+nV/+6lcZDgbkeZeNzS0uXbqINhojErbfvM6zP/gBr732OpPxhNl8jnOOxWzBzTdu8Av/u/8UlWgee/IRtu/d5fvff5a6rrB4rHXUrqDWltWvPgF//DrZz12j6aRUriJNMkZpzlL90QZLHcA0UdRLSA8ypoBNU2G++gzuO6/CdE7+i08SmopATRy6b9FZoMaKBqviuCpoWLgKpEArTVd0cfFbT66lMpp1NrDBIxUopVAk4CLRE+Vivz1I/OEh4fUjmr0ZobmLSFOSqxdJPv8Ueuc+Yec+gob0Vz7F7GvfhV6X9JnHMFfP4YLHuQZcg1QJQmqc9dGEy9YsayVCSDpJn6IpyGRKIttWmACLPcEcvCNTqK3EnZWWXqpehvAQRlvteyQyGry1Pzv9RokRGZT75L0OrA3Jhyv0znfITZfxZEK1qMEFjFBMZzOmMxisdFCJxAoJeRftJEb3yHQHS6wcuqbGKY8PcZOhiNUicaZucDY5UlK3O854jhAB2krGXwCHi90W1+JP2oqzesqBvM969xy9ylA/9yrpL32G6tvPs6IbkoHFiJo8n5ImEiYOKwzzVpfjw8RHBYr3iXCGylpbmC5ojqbU4znOxme6u9pHSIFJDTo5FTJzjcXWlnJWUM6i+mrayTArXeTaEDptlQ5+egt2N0emCX0lmWwfwJ19zHqD3hrFSshP81jeI4KSVPkHr/o/VNIw91MGrYywabUFTs5ZSaQyKJXg7INCEYGAkxYqmB+P6Q77JHmKr985aQgB5g6kD2gJiW6Ba8JR+AYtEnpqwMyNCcGRqDQKPwXf7jLiTvWt0RlPkWiC6WBDxr5tSEVDIg2J6oOA3eI+h/MjEjXHh4DzoJIt5lajfcOi2MUGF9Ume4LDO8e4DUdvpYNWhqyVmz4bCoVSb5XIhgudS6ykI2pfv9uGD4hiSo9ceYQbN2/y6iuv8aWf+yLKpHRI0dpQN+9ua6qCAh9wdY23Nk6+pkPdVHgRabOEgLUW21i+9rV/xo2bN+n0cv6X/6v/KbObN/k7//U/OhFdklJRV548gcbGX1EAOqWbZCBcNLiSRJv0eUEiUzqdDsJIhrLLkZ+CdRgpSKSiq4Zvu2bQpgUG5FoPxiW8ugePbrQtiTahRJCRUlKBU6ShQyYEQQamYQrLsYPHERPalASLi/15SnKd4OoG6ZMoVq1SAstrahD1AnGwS/Wt69BfxfylzyJWe1Gq2wmqco4Y9WC9h2hK2N6m+8l1fL5Kc2eH6vsvx/zjFz5NurGCFw7nLML61txMneALBIGe6uNCfVIJkGiy0Hv3AXIypN45mTgL/nz3NwuElEip0cUc0FgJThB/Pj1GmYxgF7higpmVsLaBvvBUdM+sGygtsmsY9PuwAk3TsJgWdERKmiYYJWhCiVWGcv0cWblgfzFjOi4ILnDtM9co3Yy6qaLLLJCpDo5AIpKlAgVx0J59xpcVk/gzoxPqoub46BDTSRkM1ujqPv1kwMhOqdv5qfEN1luCV4SyRg07CJOgTYdunjOSM2yo8UC2auhrwfSwoOi9XVr7A0UIuPojGel3jcbCrMTvj5mPZwTfCtoZRXe1Dyt96OfvWN6XgAHyEGCywO2PqWYLqnuHiN0j8l6OPrcKvRzMjwnle5hQEi6uM9CKxe4R5e4herYgf+wiJD/F43ivEAKyn1CloZus4JQDF4UhoruwQmqN3lpHDrpoE3n13jWIFqylpMQA11+8STWvuPC4IelkJzdfvpMfuYckBSnsSR88D62Fbwh478jDaYtjqcOwpNdJPIQoEdx4TyISpMzAFnhX0JRzCAlQE4KKCopCnzgBaqkRAoT0WL9HKs6RyBmJyhFSYZ2lWDtksTOn77polbSgzQerIydOny0TYomCj2XqcKqEKR40+zobwQV+7guf5+7du3z/+99ntDbgM5/+JPXck6YZ5i2Db2VlxP3793nuhRf42Mef5Pvf+wF7+/tcvnKZNE349NMf49/8m2+wuXGOg/4BL7zwAnt7+4QQGE+nOFujTYeprfnjbz1PWcbFtj/oc+2Ja3ztd3+PL3/157lx/TYvv/By7BHTUNKgRIJRCVJJPDX5Jx7B3dhFFV26lwYIK0gxSJ0glhoEKlJhnXIRNBjAhYaZLUkbQ+fSCCUn2Fdvk1/aoNYgQrTqdsLh2wVeyihUhI/KkMZqrIpmafrMYhp8/LMUhkQ0zEJBbnIgEETczyMDKshoxnRQYF/exXziMcKFdVzfEGgizqFtPUgvkU4QRELYvIDyAY4PUWsKtbqJHKxSvvQm9e4B6pFNhFZxQvERKItsedRtxainhq22RKx0ROO0uNAJIWLF7i3x7i2I9wkhEE2BKCaIRY3rGKg9woMSLWIky/GTg0jbyoYwPI9XCicE5WzB/p19br16ly/99Z/H6IRFWXLntXu88ex1vvI7X6HXiyZpJqQkvoMpPTIfsPfyqxSLksFqH984tEpIkk68F94TvCdTyYm663KX4pzF2wYhFUpppIxWXhAt1KtyzuH9Y1a3VlCjIVppTEjphOFJtSHgUV6jvUd98nGUSUiubuDrBvnmIb2RwWYjjEkRRtE1ko5SzA3sLhyFixWRDxWmvf9/kSMEQtngD8bUizImVM5DY0kSEzEAvRyRp/F50Rr0++AUQoBBB5UlZEVFWJSEtvogbt8n7eWolR5y9YNbQf9YsRRjWxuQCUF9NKWZFXDjHtmVLURmfmbqkWeP8WEqHg+VNFgPRbOUgTbRrlNp3KzAJ7otucTyqTYR0GStwzcOpRQHd/borg9O+ktax/KStQ6tTdt28G3FIILUhJYolYIL+AaSREPbv86SHt62C0br8ueCjZUAEftJPsR+TSI1Ie0iBgLqkjA5IBtu4X2g8WVUS2zbH0YaeqZPwEcBpmDRJscLQRMExgs6yiEHgsOdY7wNOOvw0j4gKuSDo/YNMzvDoMl13hozRcvqJXhTCdn6ZLxzBGfZ2tzkU5/8JFJKdu7t8n3rCBYuX77I1tYWaZpx9fGrKKW4dvUK5WLGmzdv8J3vfpdm3vDoo49w8eIF0jThU888zeuvvcZrr79Ot9uhrEo+89lPY4zmsWuPgm+Yzic8/8MX6Q3WuXr1UXqDLqvrK3z5y1/ilVde4bkfvQheMBqt8Nhj10AHfBNa9kEUwgkioC6vY7//BqpjkCLDUeF99BJZ7g4dNk76J+M24PBYIi7BZSAGBtFNsW/uYq92adpdpVIRYAfQiCYCG1uzLi9Uuy9VaKFPQJGOmEgooVCkKCqEbEGcRFMXqTXieAHFFL9zhJ879CPnsX1D8A5CQ0RIqigpLRwhRCfRkGQ4BL5XQ96yN7xDpRZ/PInHtiipxzN6Up5gGZYLvMfFBLa1jI9S4DGREXIJ3ftw4bwDwUnpXgiJKGZQzqAuqXWCMhlCeE5XRAEmjbUdqWI2n+YE7+IyLaCuau7f3kOikFJxfO+Iyc6YPDFkacrkYExd1KhEk/YT6qJi0OkzPpwiFHRWIguqmhcU0wlSadJORmfYwVWOqi7wLu7Um7JmeH4U5wypsI1jNplTzkryUU5vMIiW4tbT6fVQSjOfzSimBb4JDLcGFOOC/uqAar6gGM/p9Drcu34PPa/pdDNMmiEsWDL2d8atD0xCJhPQhn4CtgpUHxYV6VmCTT70vfxzG84T6oYwL2lmBX4yJ1iPVDKuIf0c08mQnRSRJZA8hJ9KyxwQOjJ6yBJCnqJTQ5gssJMF3nmUD+iV3k8HLNnqJ6iVHkYIghA0kzli95BkfYj8GalHfth4qKThYO8QKQUXNrdIeylKaWxtOXj9Lr6uSAikiUIpQW9lxPR4wmI6xzU1UimOdg85/9QFlBHUVUOSZQgCh7v7jNZXSZKEYlZQNzVlUaETTZplJMZwtLeHd4K820EbiTKK7qBP4ZqTKXT5X9dSrggSHwSNjxlqqXP0sAuzI8TuDbprm1ROU7sa6yMFL9cderrLIFnBectcTKlERaolpevRuLig5YlgLe2xyGqs9SzmBb5TsSLXgUAI4IKn9AXj5piB6pOEFNWW1ZcLnZanlLqzHHk43SV6Z9FJyhd+7vNcvnKZ5557ju0799CJZuviJibVZGmPX/jyl9BGc/WRK5FHUBVcf+Mmv/jZn6c/7LF14RxaK649do1f+qUv8/Irr4KErXPn+et//T8kyzI+/alPIYXnT//0T9m9cZff+KVfZ7S3xdrGKv2VHj//xS8wnY3Z3dnjqaee4MLFc0zGM4SMIMIgA94HhBexJTPsROvYskEclYSBpm4CRvoTwJqljk6nQrfdkthPT7RGBkntC0IP8mtbVC/cxm5eokxD3GGSnYD2mlb0y4Um1hVU2l5RieCUSeGkbdk1IENKgiYEhxRRTEw6hZpWuN0j/NEYPy8RoxGs9LHNDNn20EXwCK9xKiAkURXVR7BeA4j+SryPZQF79zCXh9S3J/h797HHc2xRQ23b1kxo/42KoXFnHf1c4nF7EAEtDARxChbj/VkSJxgAEcedCCC8B2eRUiEWM6grnE5oRuvIVoXzbM8sOIfIOssPhBMwYsBkCSrRlIsyAji9Z+/NXZp5yZOfeoymqLnz6i2qoiHppHRWOxACw7VN5pMF/fUug40BrvHs3dlntj/BB0FvbcgTn3mCo6Nj9u7vgQNfNiyOJ1xJHmfj/Ca2toz3J9y/fZ9qVjO6ukKSpvjG4sqG3uoKVVGxe2eX6f4MbPR8mdyf8livw3jvmP1bO6xvrbG9fYgYz7n0qWusr42Q0zlH9ybcu7MbdSF0ijEp/Ucu0jWKSe14KKSCEHHHDISiIiQakf4FqzY0Fl/W+GmBP5xQFxUYTdLN0J0U1c1OWwg/7mKuVUwgOinZoIPfOaQaz2mmC3zZILRC9jsIyU8necsStJQIrXBlTbV7FMGbgOxkf24qTw+VNPzwd5+lOCj4zC99isc+/TjD1QFvfPdFvvn7z7JyYYRJDWmWcO3jV3jycyt87w++z/hoTPCBpmiY7E/4yuoqxWTB8f6UlauXyUPB1/+/X+eL/96XGK4OeflPXmZvbx9bWK49c5XesMt0POF7/+pZth45TwiB4WqfC1fP8+TnPkYl56S+E6l4QqIxCCUpXYH1ARsMhVcMNdyZOXra0W0sBkGiMwKeROVUtgQ7o2c69JKVCHiUCVoZFnbKQIdYtQiChRPcm1sGmWLt8gWmO0fsbe/Tv5oRdJTmVO3ONmAZpAO6IidR5jRBEEvlgGivXPkaIw2pSHGtB+LZ/vS8nGB0yiNXLnPt0Uff8f78ld/4bZyzOBe4cvUqjz72ZNz5LyMEgou0ty9+8Ut88Ytfats5vpVnjmXfz//8F/jCFz6DLhpsv8eF+gKNLSnKGVaX/NW/9tvx2I2Mvh9BUtcVmTCnLee2Wtw0JeaJC9g/vUn9L2+T/Y1fB3fU1gmSuMuG2GAIAS8EBIn2KbkMTJopKE+WZ+jzfcSLAnnzmJXHL+JzTe0i6KmgIcMQPSAfxHh4LO7MTh7At60uQY1whqAsAo1yCjUtmP3D30cMhsiNEfrRy5gnLlPX8btqbHRadIJUBfTbFo623+5bf4kkxV++RtIE8uoN/GaCq0ckR4HqpZuIx7ciw6JlOWgMpZ+TyCwmFAKEbBdp/3a8zlJM7L298TzIiMWRjUXOjggH9+N93LiAH64RtCb1HnxrFIY4Ae2Cf1d5em0StEpoqniM06Mx+7tHZHnO1sce4Ztf+yZH944499QWxzvH7Hx9l499+knC455yWrKyvkI3G3Dzxet87w+/z9M/9zQ7b2xTvnKba09f5c7rt3ju6y+wcWGDlfUBs+MJx//6ef7Sf/eXufPyHe68cYd5seBjn3oiCju5ht17e/zpj97g6V/5PDdefI1XfvAa/ZU+6+fX+Tf/4A/ZPL/J5Scuc/vGDj/6+o9Yu7DG0198kj/65g8pu5p8I8qr/5O/+3s888sfo8GyvX2Xo1tT/tr/4q8y5WHcRGMIrZDrQzgYU9/dIwH0xvDf/WrDEuAYgPtHlPsTmqJCSEF32ENe3oyMgp/UoikEIjGoK1t0jqbUBxOKgzHu9bt0P/4IIUt+eolDolGjHr3UMH/1NsW9A9LKkp4bIXr5yfH+2xwPlTT86v/oy9z87m2kkcwnU1yw/NHvfZ//6H/yK3Qeucz3v/EcLz/7Ml/8zS/yoz/6Aa52PPPzT3P+2jm2b2/zL/+Lf4VQmtlkwWJesnlVcPfVHTbOjci7GYtZwc7tXUYXRnzl3/8KQgVe+s5LvPInr/M//N/+TWQq+d3//PcJtWN9a0RwHuPyuPCcuc4KRUd1mLmKmS2Z+5zpDNZTyzDLSMhA5Tii4p5E0hCleYdmFetrDpp9aldFd0gc42rM+c4lEpVglGeUGGYWFtbQCImRCatmEyHUSf9cCUUqMlTwZKpLIFD7Ghuic+bStpkAGoUPlplvZZVl+oDWhRKKqllQNgs6Ku74Srdo2xv6gdfWrZpgIrO33UMfokgVwGF1gJOWRBt69MlUl4VcYGYFWdmQGsOYBfvlHiFEVL6S0eAaoGP7SCWpRYNyAkVO04oQaaGxWEpfkW+N4P4YOS3QaLoiJSViQDyh1d2qImuBqPOgVMBajTYpngrbWApf0/+tzxD+6fegUchLI9RmhuWUsSOUQsn05M9d0Y0MDSxDujRElgXEOcwCqZakySb+7i72+mtUt+/T++/8BnYtxanYYlrUu2jSqIYJsZ2hA6Ut6GqFeOBROjP5iVghCF5TSRCPPIZ2YGZTlL3F4nvPkfinUZtrhF6Kb7tbmeziQoPFQRCY91ik1Pu0K4RSgEJt34ViFtsLo0148lN4Z3Gt/8JZqeu3AypPBdbOqms6Z2PhYekhg+O7f/AsKxtDtq5scnR4wMvfeZnf+c/+Kvkw5+bzt5jcn3DlqfPsbW/T6ed0+x2mxxP++J99m1//7/8lFrMCqQRJliCU5vYb2zzxzCNc+8wT5IMOrz/3BgfbR7h5xc0Xb+AJ/Obf+LVIuzOGnZv3qOY1W49EJb5v/Ld/zFd/5ytcfuIyTdFw77XbXH7iPKKsKA6nJHnKX/4f/ArD3go/+NcvoFXC7Ljg9su3ePRjF/nczz2Dl4o3XnyTH9z5EWmacHhYUz9sa0JJGHQZnF9jdv8Yt3eE9h7OrT7c5/x5C+tgWrC4eQ/bWLTW5GsDzOYIBh8SVPphY6WH6WSoQZfZ9W0WL98ie/QcatD96bUIhIBuRvfJyxQ3d6iPJth5Qe/yBvy0sBY/RjxU0qBNzvH+lGtPreCt5f7NXa4+cxmZdkAKpJSkSUZ/ZcCt1+5w5enLrJxbiTugMrB+ZR2lFceHU+bTOQbHzu37DDZWSDsp891jZuMZv/jXfwFlJHt3dqjLis1HtjB5SsBhrcUnKWq0gnXRAbH2JXVoaEJDcI7VdIOZLxlbwaISOD+n3+mSSdXahJ4WFZcSw6JVNTxujlBCMm+iOZYnGknNfXRINC5FY+j2OlGwCUjTgG8U+3cOOHd1nSVaXQZJKjNSIU9aD4lMMJgTAlmktS09Nk4pR2/zrUBFIOcDu9pwghtfxrLN0YSGeXOIRpCr3gPy3EpoFn5BqjOMiP3+JjjypEfY3QHbQNIhDLbIssCmPgfOI0IUcZrJBVhPHaKePwKa4EhEghESLywVC6z11LomETb27Xo97NGYNOsgpI/4mwAqWpsh4hLJ8galWiHoEuhA8ATpKe2M7Jc+hXvhOtzeJTXnMZsDUgJBOJxrUA+wd6Lls8dTUS+VC2ILBUhUijKG8hvP4o9mqJUB+W99Bds3eBoaW7eLpGlbBw2B6Hrqgscog7MGrVpKrACkA69ARpGp2jXUtWUlGUJQWAGi10U+/jE6q+ewBwXNKzcRawPUJ67gmhIilJfCFlSupGt6dFQXIaMjZPBRer1wBbnK37PKILxHbt9EDdfwa+fwUuEEhKaicXWLT3qrvslbP88vRytLy925H2NdINMZXjWk/SS2AY4mPPLxy3RHPfZv77F+ZZ1M5xhnsDPH4rhg7fw5Xn3uFbJ+RtbL8I1lejzj9R++Qd7t8ejTV1m7sEYIgb0393jmC59guLHCYrpgcv+Ic1fXOZgcoXqGbp4htYwU3aA42j+mKksGqz2mhxOyQUbWT9CZopyV3L93yKd/9bMcHo/BCM5d2aLX7+GrhqZuMJlBasX97X2e+dKTqEXBdFFj65q1S6skHU3/9hGFNNi3sqLeK0REM3FulbSosYuS4mBCniUw7P5bv8N86Ggs/niGPZ5TzRb42tLZHCFHvQhu/LNoQTxsCIEwGjns0r20wWJ7H7c3jinwTxMcGQLkKdkjW9R7x9jDKbNb9+kGorX2TxPj4BzMP7j/xEMlDYk0TA6mpN0ckxiKaUG330F1Ug52DikXJZ1BB6UUk4MJg1GfTjejWtTcu7HDxoWYNBTTBfPjKc423H3tLp/6xY8jJDRNjZSC0foKUkoW4xLfBAYrfaRQ7Ly5S3CeJE3QicG7Ahc8ja9jOyJYUpnh8dS2pLEKHwSJLiFoFtbhRElGQ9bpIqsi2pgiSQXAgCqUlG5xAlT0S2CmMlSHDVXlIBD7+O1Ow1Ye3wgSb9i7c8jq+VFLsYzy2WcFp946uS+VNZdS22d/7lpVQN0u+ALRamXEHaEUrVaBEAgtkUFF4SISZLDgFcFbXLAsfBSV0hgEgUymOBHpfkpoDAG5d480ZNgsI+RptH22FZnIotUxARuqmGjIFC0MMkQGQOUtWsVkKIRoBtXIaFhtXUM66qJrT/PaHcInL57tlqKBpSoAAO6RSURBVBPwSAKIdj8riCh9FzBElkTLQYliR32BfGSdcDjH39wj7IwRSdSVVqMOaq2Lc/aEmJfKqMKmz1QApNQoJ5Fzi33jOkznmK015PlN/DDHhgrhPSpECWmERAWN0SnBRwLnEtsQvMC1staC9kuFb9kxIoIwpYj6EyECr4KQoDVifQVhcigq/PEM8cYO+tpWlCb3CiNNVB91VWwt+AjsFA+MGfGueAbhLGI+RWUDfJrjtcYLQfBRZwVOhZze+hmR+eOofYUWBhcqlp4qSzE1ScTlJElGkie89uzrbF7ZYGVjBYlkflyQZAleePbuHHB8f4zSCp1qxveP6PRyOv08fpf3bD26Rbc/YLA+pLvSjXbY85LeqEeSpxzvjzneG/OxL3ycqqoj7s0oECLKgAvBfDzHec9wa0jVVEglCcKzmM7Y395nvD+lPxyy++YeQkhWt0YopZnODklyTZIlIKAoFuS9HB8k2zfus3//mNHaAKUUuigQOkCaRPrPB40WFKdXBzjvcUVFef+YtPMzWkR/EhECzAqqoyl+VhBqi1YScX4N3SYMP1Xa41tDxsRBrfYxh1NsUcFkQZKnkKfv//4/ixAClEB2MszqACEEzeGEau+YBJD9PI6tn3TMFoiiigqWHzAe7s4FQTWvMFmcIELwVIuKRdmwfeMexaygtxJpkN57bGWZjxeM9yZsv7nDJ7/4cZRS2NqyGM853Dlg/+4+/VEf56LRTaffIW2NpbwLuCbqA8wPF9x5eRslFZ1OihECHwJ1qFtL6QobHB3do3Il1pV4b1BCkpmaQMnCVXgpUcqQdfuI6TG61wedRRCc1hiiSl2qAlI2WNcQQiATOdXY42yFU5am8nTaEnsVonQuTZf7twvSThKTKaPfplD5tkvKUnnvlJ4pkSd0u3cKHzwNNaBAeIJ0ICQ79/ax1iGkQGmJyTXDfo+mKalC1Uo8C7RQJCKj8VVLiY1S1mF8E7N+lZBLXBKLCNu3d+kmKcOVETqXVHaBCZpUZYi2Ee+Cj2Xr4FuMXqslqEJsu3gLgxztFPU3nkN++lJ7vhFP4X1NULLF9sUFOggJuHaZDwQhEEHH1MFV6IvrCJ1iX74FuwfQ74AXyDogTIowAtU0OO+jyiMiIuqjVnZE+TsI0wX+9g76wjrq8Usw6mNticdGiXSxPMcoVZzoNKK/BW3CekaNlFg5CYCQLf2vZRNoY+KphSUwMVY7kBK5MUAWFf7+MW7nCDXsIQZpBMnqHC0Uc7vAhYYQVMtYiDbvRhqCiLDaKNV+GkIpRNUgp8dw7hq1cBBc+zqBI4JR4zoVzmIrWapBhuCpfYVUGhssuqVRhxBbe847tExIk5w0z7j72ja/+B98id6gRzktwUNdVuzf2+fgzjHz8YJuPyeIwNHuMY9+8hrdfgdnPd1hl6zfQeeGANRlTV1X6FST5JHG29QN0/GC4foKk8MJEkkxL9m7uwfA5sVzFJMCoWC4uRLPxQfG98c084bD7SOCD2RpxuxoDgEGwx64wPhoTG/UI80TZAhkRnO4e0ydZ+zeO6SYFVy5sg4emrIhpDrSAB8maWhDrnRRTYNvLNXxlGTSh1Efof4cJw2temOoGvzBhHp/HIXVspRk0EFujhBtgvczDykgT0lWuhQHsT2gxglqqdb40zpGJVH9TmwhNpbqeIaUAh0CcigejjnyIUIUFWoyR+qfEOWyKEuSToLWhjTPyLopL33/NfLBgIPdfbRRrF+IVqCrF1a5/txNpHiTqqypi5qN8ytxMTOGclrxwh89h9KKlc01JofH2Kph49Jmu+to6Axz3C3Lmy/fQmnNvZu79Fb6DFd7aOGYu4q5nyOkoMZGGdpQM6knUV5WRT5+1ECoqENFR/fITAdnNfLudcTsAHpbiO4QnxtSnbLCSguna6JLZl3jp4GJHxMGFj0SdKQm00nk+1eBetpg9yoWc8vdN3Y5/+gmw7UevK03DGdtu2NnWJ6o99W+IJV5q6lvSWSrGx6WhfXI3thzB2T0ETpggoSZ4P/1X/2XTI9nKKMYrY249vij/NXf+G2U8QxsfFiVkpjWw8A2UR9AqFZZb3UFNRwgg8P7Bu8E/+yf/nM2N9b5whc/x/mra8z9MUM3xCU+Lp64KNzlWgJlcATh0EqiSchIqWnwCkJiwHly2aNxFV6UgAVrCcpS4yMYMSi01TS4iCymTZ6ERpDSEBMOvdEn6T2Bu3OdMFonHDbYvQlu+4D0iYv4g0P0vCSUC3xR4gpHaAKhjs6laIXs56S/+ilY3aD2Nd5O0WcejICL59jeK00UOwoClFMkyjD3C1J3aiDliX8XJx+HEP4E4xVOfg8nY8PbBnl5A7E1wu4eU/z+d8l+5bOI1QFCx+qNkWlrjuapQw0SOjIlOEEjKnTQEcwawBFQIopCCQTBWUrpqF0VvU2EPE1UcZypkbRnSmSTtODKRCYkIiHVKQgXMRpOUQZPYRek3qGNZjAaYBeW9c3IIBIaNi6t8INvHfPdrz3L+vl1uoMOqYnHeXw4pTfq0Bv1qArL4599nD/8B99AZ5pLj13gwrVzqDzh4pMX0UlkZXgfU7TOsENn2OHu9W1uvvQmd16/jRCC3/mPf4dyEc2rVlZayWcHr377OivrI7r9DpefuISrG6qiIjWKTqaxi4rDvTHnLp6jl3foKM3HLp3n27//fVbOryK14vzlVS6u5diyYr+B6sfZCBod6XZKRZv1O3ukvRyk+dBeIT/T8IFQ1vjxgnr3kLqqUUaTbqxgVgfQfTu+6mcdAlBbq6hFhZsVlHvHdIY9yMyPQWr+EKEkspuSXNkiVA3leE7aOJLGRryLePdK4oeJEMIJnVprhcwSmqZ+n3edxkNZY9++dQMpNCujFWRlKQ6P2bcFHaFIhj2kiUIrvW6fui7YeWMHnRrSXkrtK7Y2zyGlZjGdU1UVQsHh/iGPPPoo1aKkLmN7orfao64LhNYsZguO9o4AWN1YJTSONMtQuWJndpuCKetyC6Vij1c1mgLF/5+9P4/WNbvvOrHPb+/9TO905nPnoUo1SVWSyrZGS5ZtLMxMQ2PAQDqBhpU0aQirF0kIHZzVaaCT/J1eJk03nbXSAZoANrSbBjxgTZatuSSVSlWlmm/d8czv+DzPnvLHft5z7q1BqivdkoWbn/6QdM497/uMe/+G7zB3mhDThqPinJYjALRWFKaip1ZAL9BSkt+6hvbAaAPfX8H5lqmvgUARNTQZrzz9CvmWIR9lZKUmE0WpBxQmmfgEAgbFbr1HM2mhiORFRj8bUumqszpWGEly1TFGdusd+lkvSU4r00ljN+SSH49GYvSEGI8NmDJJm0gTLblkaG3QJmM2q/lTf/o/4P/2t/4W/VHOM9/6Fr/xG59ne2ub//V/9Oep8pR83C4z7PFI61CNBRxxUBLEdGQ7IdjAf/nzf4dz587y+Pse5ez5Ldxihs6HSV3xNhr/UpUx8wVaFOhAxCIkgx+tCvTY0vz6Vxj8wQ/SxpAMo8Tj6Lp1TqUKXR3DGhAK2jjvtAty8qzEIMTJBNk/QM9r4rvew/RffAZ2D8DapCUwHJKt5QRTYgY5Zq2HbG3CcLWjHvo05omOSXvYjUYytOjbMukCsEQsMR0lQoZ4g+s0QTIMgYh+A0XL2/0flhFjkslGBAnmtX+AqJQgzH7xk5jtVfSl08i5DZxNYM+pP6JxNZHIoDeACNobtNIgkdZZRAzKKPLaopsaF+Y8p+ZsldudfolJyQMaF5eLhZyISL1GUXUp43z7+YTu+T1o9zk7uMB6b5ugAgZD29Zc/dZVQgycvn+LrCxobA1EtDJkJieLacwjOmFgPIm9EoKldQ1GZxidklvtk/HVbQeEKCH6JK8d0wGhTRorTNpkFNdPraLlg5TYMiESplNir0KZtEFHH5Ija++2++EjYWEJOzfQa2uoQZ/YWtzODvXGCp/94svUa6M0xvtuF/QYia2D3SPGV27RW+mjz26gVr6z+ucPXFzdod6f0MxqEBid2YAzG4nyCD8Y3YXXxrIQO5rR7hzSHk7pjfqoB8/fyTr7Ph3LcqVwz1+jPZoRY6Ra6aMeOHdvk4YQGH/hGUoNlY5kWjioW/7sn/8j994auygKRqNV2qeeJ2hN7/xpzpXrqS2rVNch8NT1BKUMp+87jSiVXvAY8d7Rti06E/pFhVKaqixxvkbnQpWnRcLamtpOwSlULmxdXKOgT9AWayNzP8PNAyM1ZN1sEr1D7++hp2MkryisIxdHEPB5QbO6Rj9WNO0UfLKznnJAGxsymdEbDCjnDcXODfK8oqbBxTlGZxBzJtMpveGA0VpFURVorTqGQugqstQviMBqscaMIxwBGxw79c2OVhgpVE5P96iyQWJWmAK6+fCyH5Hkcpf2x2DxiUkRDaFLILRSED0WgSBI0McV4nBlyOkzpyjLPkTh1//Np9Ex49buDT73uc/z6U/9FlE0589s8yd+5mc4c/o0t2YH/JNf/KdcefU6i8Wcxx57lA9+4AO8652P3nH/lRiMGiRt4a44TZ4AJm2pLiUcQWL366z7uySGFHNF8ehF6q++CA+eQXqpGs8isDRMiZ3egXJ0REwyFKJytCkx1uNnR7Sf/ybhoEZ6A+Lzv4Hql5iPvx8GyQ4ZpQjaEVykjUKrwGc12h6hxXUjlUgmcowkDVi8tzRe6OcF0JIUF5JuwvKtdsojUZGHxPagu/Zv/GK/5mc6dD+VpAQXAigHXZcgeo8NC6qf/gDuhavYF6/BtR3KDzyK8w19RlSqT/KGgEZatFGEEBMLwkRyUUgwyNFOospubHAu38AEk+ymb+sqmGNr+tuPUx2fT1IuPdmw25DGgUqEwhScKU6hdWTu9skkIwC7t6ZIoTG5YuwOMXONw1CIpqVl0hwxiH1Ka6E/Su9pcCgdUcpQKI11NbN6H0+a90zaQ7TOkrGbZPRU1SXrHYhZZUzbIwpdMW080zZJdZ/uz4ECbTIyXZJ5TTg4JFzbQ13YIubpmkTxqNaB0BloNUgUhhdO4Z69hhSH0LS4G/vE9RWa2QI/7KO+l8VcBMkNcWuF3tGMelZT7E3IRWD05oZ+PzARItE63Cu3aCYzlAjV+gh9eg2WKo4/iMnCMpZ+PsMexjpoLLPxjOF0Dv3q+6ubICdoN3PxFGr3ELc3Zn44pXzuKuby6YR5uUdRGlgrDUoJtshhe+Mt/+1dHYU/mmO/+Qru5kFCvwLZ/ecJKslGL0F6MXSGM5IW1KUNcHCRhZ+DCKazgwZJqo6iktCM0jhr0SQ8wNLyFiLWtkQCmTbkAlldow53CdEj2hBWT2HRmODJDYhribah2N/HrayhswFRCSIaHQ2V6uO9TaY8gwLJS+LONYoz5wkR9GKBGu9idxZUqxuUZYUxSa7aqBzb0Se1ZCeURxH6xZDaLYg+4KJi4WtCDLTS0oSWeaghRtaLjUT5lKXBUEoWljK3S+qiDw5HchTVctJK1sfc/JMs9ebNG4TWcfXaVZ555ls8/PCDaK35zKd/k92dXT78gQ8yWlvltz73WZ5+9hmU1oxGK7z/Ax/g4XdNORwfcu3Kdb7y5a/yrnc+lu67dxAVIoagWgiQiYGoup8rEE/UqpNoECSoVFFzkjyQe8y5bdoXvkb2jjOdfGroEo1w3A5PYkbdRqxzVNMQru9iX97FiyKGFlSOvrwO2ysoH4i9AtYrQqZI9ukpadRGICa8hFIe5xqUicSOZWiVx4jgYqRtF8nOHEOmFJk2adMSUFHjfCBbGubFE/GjJRPm+L59GxyLxIRDSeAGd2zMJnKCX4lRE0oDZ9aQfkGc1rRffobQy9KCki9VKSGTpJ/gvMWTQLM6y5G9fbwofDVEdMfY6STdQW67zm/S+pRE9XwtJieNSlK3S+sMpSCKQ0gW1a21HE0OiBnk2qBDTqWqBN0MAUdK2JQxxL2b6SjygrDsCHRfly6RYN2cqV/gfEsWPM5bAhGb9eir5IMTg8fF9N8BRyGBqB1OWhq7IIZDXKioshUGTY575Rb5hXMpWXDdmkXEeY+NlsYn7wtB6IU+sjHA3zwg3twnjqeUZUnRtkTvX9NH+i5CBIxBb6+ir+7ipnOiCEWWQfmD5Yb42ojO4a7v0Y5nmDLHjHqolT6qX6WX5O08dudhtoDJPNEUi/y73+S1QvUr9JojThf4vQm6yO/sbn0fQ3KDWhtitILdI9rxHG7sJ/nrXvFdYWju/ALBnN7oHIl9AqXeBQD0rpIGe3UHP52nAzcGdzhGXrmJXNg4tqhdxlJiltDx1JM+DD7YVOWJ685dgUQkRqJtEWcR35KRUOaiDZiM0Bzg3Qytk8yzRiWlPe/xIWDLCt8bJTtqIlEHMucwiwVmekQzX6ByBVWBMjkmZBhTYmdjIoJWghgI+y9its9T2YDUjjBviZMpvfUReVMTJcdrlc4hBqIk6t7SeVMQcl11YDVFFnMUGk9IvPvgcGFK61vWizVUR8f0Mc2cVQdMU0s5YxRNTLQ/pU4YFipB+TgxNUov6EsvvcT1V65y/eZNdnd2+Ykf/xhKC1994usE73nnw+9kfWOd+XzOCy+9wPb2NpubW5w+dZrBcEZ/1Oe5Z5/nYO/g5F7GiMR0LKiAxNTGFslAEnsiEFDLbPk1K2nqo7h0qwcD4rzpNq0O/CjpOsZA+jwRRGnEATcPiLMZHE7gaEYsk3KaPrMJp1Zgo8exLLdPzqmpAu3QwCJECcf7kfcWLwJRp2RCQEnSKHDe4ZxDa42PnoyUNEgUdDRdV4CECZDbQax3ckG+bSxVnFiyYGR5kdPPBYhCCBZWe0i/hKMF8bmrhP1D2N5AspIoSdnRiMETWOpeJgaNhtkEqgH0+hhF914YZCljvgRkvtm6LstjTMezjCS93TGDCEkJOUbA44JnOplRNzUqE0QFjBe8Tt4ryzGeVgkcig+wqFOKWGQohOCTWqfqRnlaNLVfpPUkRlQQHIFeViGicL7FRYcWTaaSg26mAhiHDQ3eOnyYUauASE7RBsL+GHn4HekuLBWrYsfjCf74fQYhOgcrPRgviCKEtkUfTdkYFOxoRRPC9+wdIAKy0iebLmgOp4TxDF3lmHy16+j9ACYONm2w7f4YlJCvDVCrA+i9TdiFbg6vWktwjtBY9HROn5bpkRB7VbLCVvJdqUlKkaFGPUyeYcdT1OYogTZ/m3whpCrQSqFCxN08gGlNVIoQI2pQfU9gTQH0xirWOsQ6olag33r6e3edhpeuUv7M70YyQ5hMca/eZPGZJxj87MfvAPfdEVF1a2T6XaF7NH7RUbw0MXpE0txLFjNk9wZ6iRh1DlX2kf4It/MqEmoyVaBE0tqrS/z5B5m1ltp5xHrW84QKn9gxPdOnXNlIc+wXvoYYjWycwvQTIl0BxaQhZhmEljDbg6aB2SHmcA+yPn64BdeOGNgj2NnFr6wRRyvM45RMDEYqVGeWJbJUcYyUuqTUFaIU60VamGZuzMxNmbYzAoGZn6EleXg0oWG3vkWhSnpZRaYMsjTokkAmeae1kJKT47ZyN6tdVrvXr11h/2iC944L587w7sffQ5TA3v4e165eSy1s4NbOLba2N1g0Cw4O9vnkpz7FlStXiTHy8ssvs7m5efKQmAylVLIQT8pL6X7pdF9jiAQXMZnggyTPCXXyLKR5NSemUX65UCsIiqhbdMzxKiRQpih0W2KmM2af/ArRBcylM1Q/9UHUcEgIDmtbfEidJC/Lh/nENCwJRaXZe8AR8bilOZQFJXk3WMlppSY6i8JgTE6uc6LuaIjdcUo05CrJQWltSB70DhdbpPO2eKMOwxtKPEd9nB+w5GgeS0KGTuchbYCSKdT2kOz0e5j/6udhUqcFrtLETqRKa4WWMm3uymMaj/cBbXKkKIm01LHBxCx9PgDJq+XNlsSUUHSZftQg6lgDZKkS6YLtvDFSymJ9ZOfaAkVGZiJoz9RPsXUCKCuEUhX0TZ8YArKyBnNHaC02g0y/xh1WGfrZCnl7wJGfI7RkylDpihW9RoyesT2k9S2l6bFRrHf3PIFFF3FBIYKlJKII0WF9Wh+DSs/p7UuWQlGqApLqR0f1FQgBc/k0scxpZ1Psl7/O5QfuY1FD4zzk3+PGImmjy85u4JzHHkyor+/RH/VSm/97+/R7HzESJwvCziHeeobnNpHN1bfHtXEJ2osRWkt+cISdzIh1g8ng/Hs3ee4bh7jZHKmqBLbe6ACwd7OpaoUqMnprA8Y3D8gWLarIvvd7+71EkSGn1uiH5APTjmfERUNuDFLlfNfeJSJQ5rjyNiTvdPKW//yu7nL5Bz5E62pwILlGzm2jzu7grl1HttYh0yeZ+xuEx3dqjYPUil+q9+2/BPMGZXqo8w/TdvthDIF2McbOdrDnzlDkJYEiVUkhYD28dNhQ6chqJgxMWpx11KyZtfQhHdpaHngnanJEPNiDa68CilmhoOghrYApkc2zFJceRk0O0OcfgCxHpjVxFvAXHgAVUXs3qV59iWp9BT/coIkNnrSJG50noOfLX4N6TlaOqLYv0eQ5hEAmBYV4nHZ4CTgXiDpiY8vMHTFzUzBggtAGwfmE3N8oT91hHR2J7PsDcnKymFHcVt3+sT/5J1hbXedTn/wM//0/+kf8oT+5w/n1M/SrHj/x4z/OX/nLf+nYMExFzdPPPM0v/+qv8PzzL/LX/9r/gbpp+Af/4L/n1Vevvv4GRoGYI8FQKEO4dYMwn6T2fT9HNu5D5RCDJfoTKecltM4SUTgwmqB9GmnEiI85JiSfEd16wss3WXzqSwD0/9CPEtdX8Roau4DOcROvqWlYyIKhDNCJU4FKAuE4WgzQOEuUcExi0R1mBBwOSxsyCkoWsaXQPbRofHQ0iwVUkKukisCSDhoMzlpc8Li41CrwxGPZsNddNG5nSrxhBJMSheV9vB0gGVMHpXULqh97H/WnvowZr5I9epGWApZqmBJAFBIz3ItPYy5cIpoiXXgySjKa0JBpSSMu8Rilut+/PlpnCbFFiBR6CMrhXIvmZBTnu25OUsMU4pIi3K/J8tQJ8LGhiQ3rZoWFr9FKU5gSokcXPfzsJgRFMjZ+vYW3EsWF/n1k6hqH7SE2OEodOKx3mIcGow39YkCpSm4HbwYiLQG0RusBHktUgSgWpgtYK/Ht4nh0eqKqufyMSIiOA7/PSK8QbcScWqX30x9h+t/+IiuPPcpKc8TcBRbfhaT0G0ZmKE+tYYxmfnMf9+INzMMXfvDMjGY1zcGE9mhGNajg3OZ3/pvvNiZz2BvDJKnY9s8Iw3fm5KMSL0nf5eJjPZqpZXGwz+H1OYH708jibumrWsPaEG4dwKKGXvG2Ux6/Y4jA2U3YPcIdzXDjMW66oPfIxSS9/dsQd9dpWNSQpQONwUOm6P34DzP7hU9S/uSPIOs53r950mBjg0OTqwITIxztwc41WL+IXV3D6YiNRyib2v+lrnB5wVSPaOOcwlcggZmDwzYwazxow0YulPqkmnujGa0JGTLYIlbrqZ0qQhFTtT+PDRAppUEaQz5YwUcQ7yBTDN91meufeZKwscLq2Q1WLm3B+Abm1RfRMUL0eAK1EfrTKerUWeLmaaJ1+GsvobMMv30erXRS9jM9emFO8JZxe4SLnjY2x86DMURylaO14ebiBoKiMDmV7pF3Esnrei1R+7RBac08ppdKoSmKgoff+RAf//hP8ff+zt/jP/0//nXe/fi7eemll/j5/+rv8hMf+TF2b9zkvsuXmU7GhBBYNAteufYCn/vNr/D0M88w6L8ewZ3q7PTQuBsvowdDdP8UfjLHP3ENv7iJrA3Izm+SXdzG54YQHbgGFTuhIzQ4j/K6syRPG0NRViz+1aepdw9RK0OK3/ujyMaQhWqRuEhYwSV4PxiceLRoBvQxERoCmSQgo/WSaL3tBBs7myoHhEheFmhJCpSRpGrpacgkIpKMpwotQEV5DEq9rU0ZAt6nK53ooN0z9+Z9ft58BtCFcl33Yfnvbht3xK7eFY3TjvJDj+BeuE796W9QffRRmmWCISGNYVzqHrRRJ+tu0mc75VBBCD6NfpTSd8hGvzYS1XfZahYIUHRCUsswUjC3YwotyUI8QpwFBqcHFEVOE1qst5wqNvEIq8U6hU7g3xtuj41WURQQO5yQi23qFonccd4iwka5RaErFm5G62t2mj1ylSEaHELbnUomOSE6MjQjGdK4hlpPiaLRukdWZESlCW17m4tnSsS9jmgfu0GPoFEUFPiYTPGiS7gs/fAD+G89R9kbUlYDFt/+7r71EEH6FQYYWMd0f8zw+h6yufL9Ex16C+H2xoTJHMkzzOUk1X0vRygxRuzXn4MQGY0M65sF/csrSD/SNwXGGIIKzN2Co/YIVWmyUhPzPtliQFMV3/GVe8MQgSIDhDBrCAObRgG/nbG8rusjqsxg98csdg6ZP/0K1f1nO6jA9zep/J76SVFSm4/cJMVApZFwonC4bPABKCUU0kNbkKMDsDVUfTh9iZBXzOOcRVwkl0KXnP+8t2hlKFRCS09aReM8UxdpQ+R0oSgyodCgJAEIXXRkkqhUoZOIPqbDRRCll/8ToqKQPm0IOG+pm5b9Fw7JBj2yTNNb6dEf9ehtDJnuriS+fzsg6AG+t4o2EWVMwmn4GmzDYjTEFz28ioQ8w2xsYfevki32yYsVMAUhU2AVQSw2JvDVUukvEmjDsfEzPTMAhIVrcCGQqWT0kklGYXpoleyBq7zHxz72UaoiRyvF2dNn+chHfpRJPcW5hh//sY9x/tx5XnrxRb78xBfIEC7ef5ELFy9Q9Cum0wlf/PxXOXVmiw9/+P2UeQ+lFI898i7W19dYHa6S6TJhLVqH35nT7jRp32kc+vJZTFURxjPC3pTm5mHqCGnIHz4Hg5JAAikuAUsiAqIwTWDx659N4J+LZ2DUJ6wVhCwQTpoECS8gntpbrE5z7JwcgsaFkHAMXRLXNPOEY9AmAXNdqoJzyfEh4iR9liDgINCNA2IgE0NukqFWEqCQ4xGbZIqMPI1kOinq1jcQXWf6JdR+Tql7aHUi3Y0kPIqyLgngBAfiCHnVyYNL904Fous2s2OwZfe74PFlBmfWUFpRf+EZsg+8Cx8diEY1LfH6DvHUeaI20PlEhBjQ3YjhJL1xxKjwHR7gtYDHJVbmNT/saMCxGwMJlRkc/32uipQ4COSmIKdM6om6wLlFAgfHkJRDI7TGkC/qBNDsxkW3fRl3JiiGYTYgVxkzN6Ztx8x9srrWUaMzQ60aCHI8Koq+JoQaHSNKG1QLcWGhMGlMxRISesInQUWiTzLZIlDp3vFR2OhYiGf1vQ/S/NpnGT40ZFFqZouGtrxHm7oSpCpQ22vks5p6f0yeZ6kr9NtUWR5HNyKwsxoRoRxWybr6XkUI0FrU7iGntnLyQtEb5vRWcorcICZiJEer5NMT44w2NPToU5oSk2smqk04E+fT7nY3mAQBMoPWimCTKd0PjO+kVki/xCih0or6xgHNtV3y7VX0sPd9Vdi86286XkyCB9cS57PUZp5PEGNTdS4aif6O7FMBKnpUSMpXUTQhK6AapramSwqQFgsxIJKUGRFJYkehYK/x1Dap3xVaqAz0zJ2dheNkJSbQiIuRpmsjl11ycfu5ZJJRxhKnNC466nFNNujRto44XuBtJ3ZT5fTqGbkEoggx6xEyhZgMG2qcU9AaXJmhgkrdDG3wvZxQD/HtHFxEqRyVZeT9IS6k66ijJtc5lQEXLSEkMCcIA0mjnCYsEmo8ujRvjkK1mKGiQpmMIiv4yZ/4caqqQiL0ypKL5y/wQ48/jtaKi+cvUJUVvariYG+Hfp5RDUtGa0PKXskPPf44R0djHnjHA9x/6f5jQOYjDz9M1asYFDmMJ0hnFe33Fp3UdI70Kzi1howKZNcQ9oRwNE3gvBCJVw8TqG+lD6UiNhaWFV3T4F+8jgSHOruFbKwQCkNwNdafGFGlQjJt9EHCEi+JWgL1gqINESWCQhN8AJ1htE4tfoTMZAmM6x1BfOosAMEl+mUCci7xC4o4m0K0dNCh9HRlChUTaLNzEiAqj5j8GBzrlhuSt4i14Lo2vtIonzbxJX1DvEdq3eEfYwcKFshy0BkofayyCRAEZLWPKCE8PSVc2SHmKnl7NC1hZ4y673xaNJfXDJAgx3iYiMeHzqlTIkpK5C0uj0vfieVblKkcHx0hWASFNgq7CLgskueayqTPzlSGj64DmOaUqkCrAvETlI9o0XdgQt5oTCFkeJXAlEvPmCTTrZOhW7S4DjshojrQZkDIyHVJNvWw16DObHSFjVpWD6BUh83oGj5xuZ4sn77uhwrU5gqhtfR0ZKQCB3V975IGSJXjoCJbH7K4eYA7miFGoc3wt98+edHircNkmmxwD2mJziNNjakXrBWwvj0gKzU6V5hcU6kieQuxTIWFXBcMsiF9MyBTGTaL9AeWyXhKmGmkX92dZLVIwjZonUTEvk3X/LclskSRzETh5g1uMgetyELErPS/b4nDXX5LRELHWXcWFhNkPkMWC+LBDrgs6RaonOBrVEepTC+iwGJGKCrUaAt6wzS67WbflZRElfTw+3lJLgW1a4lR46PhoAns1QnZvFooNgpFUHfe1CUTwcUWLRkuCgsPMxcQ4FSZ7HZeuyD1dA802GCZ9secvrTFeDJndjBjsj8BhDKDlZWCrGcS26Kb6wbvcL7BBofK8k4ZUafWqaTKOls/T7v/Knayi3aOTBeo6hFiaBHnyMVgVKrKUBrX+WkkbwBJ9tO+26REsFjEeTg8AOeJeYlZ2eCDP/w4XlIWHnwgM4YPvf/9aFK1vb62ymjlvTjnoVngTMD6lrIs+NAHPwTBJZakdJuhbbhwbhvxCj85wN28iX/xGn7qYTAiOztCn12HtT62cQQ/QdYKZO0UhtOoPMPMLIvPPonsHWEubCL9PnEyg3GNynPC/pj2a8/S/6Mfo80zrDiCq5EAQVtC5564rAWjgGihykpUVIlhAWQqYL3gosJojTKpQlwSVJVSVHlFYy2tT+JISgRDxPkGSEqlBoN4TRYj7vBW6ghAqtJVGldE51IrWafnTVU5up9jo8X6mqRP5VC2QWYTqOtj1Ik3JpGkJQOboxb7KYnujlM6Ch6DEarsg8nwUZIUN6TKKVPIRp/s0cs0n32K0MuJqxVBgz1a0A/Jd0NiGp4sR7tLaqH3jiYscG5GkVVE3vqGl5xJAy64bpwWaX2TRgJSUvVLFuOWuVoQBhl5nsywkrz7Ai2JRqwlIzd50uQIvnsv3xxIChybx03tnNY3VKZKpmsqQ6JggsKS2FlZJ42e6wKvc3rZAD0+RN2YkP/Qg/iYNAR8cIToUZKlbkx3H1AJfGdjS4w1WgqM5Mm63jukV1BEx8DWrATLUfBJ+vwetelFCebUOno8x88WiBJUWSQ2zW9TRIB5kzoCeZm0DO5V1C1mMmbgp9z32CXIU6fHde9/pXtYd4TvEm4likE+YpCPyCXHhoaFqekNBXX1EBsFvb6KKHXXm6nSCmftGwP7f7tDa6Rf0ju3xfSFa7QHE2LrErNuZfD2U125W5fL6Zh4+CrSujRjW11Dn7ufWN0iO/MAbAzxLKlRAecaTPAo0fiiwntP9AnxLRJeB8IqdMa6GYErsREKVTL3ws1GCM6xaoStnmGYSQdq7ZwJbkOop+5BQd16dpvAxKaqaFRpGhsojBw7Er4uRIilYbZoGY76rK72oatI1PNfpz17GVf0Uf5OMZ9K96n0nWIsS3qZitDQEFfX8Csr1KFFmhmr33oiGZO0c4g+CaU0HjZOIRfuR2eGGD0uOpqQjLiMylIWnDnst56mLiryM2cwEcLV56D1mIffR1CJuhZcSsg8DTFG9g72efGVl3nx1VcJh2MefPgxLt13ia1TmzjXEndfQN24CqaCvJfGEL6heWFKmDpUv0/+yMOU7zgFpsAFm6pqVycmBRmRBmghGnzT4E1B+fH3YZ97lfqr34LJGJVB87mvEZsaPSzp/b6P0eZ5xwaIXV2fHDV3ZjvJkrtbkJ3J6eclYgMqamJQOBy50ehM07qI90KmKgrR7NkdcC0ZmqZtQYTWtynB1CYJZJmSgorcVOQoTL3AXnmW+MC7sToeMwYsLVks0J0Pgw9tqppffZ7F0R7RWzJr8b6hzSr05kX02jbkJVaSSVYI7s7FKKyCUmhtuqEeaO/wkwP83g1oaujapALEUYXqj1C9VWRrnfyP/gTP/uKv8dwrz3JTLTCjIY89OeT+By6SvwbEVYcFWgytr5m2+5TFCoVe+7a6Eq97RZYJswIXGxQFlel1Rxc49+Apdm4dMdmZIFPF6n2rHYhX4UJD7RvqYBlkQ/K2ZSqWOQ7vJ6zJ2h3v1fG7hEd1bBMtikIVOG1pg+WgPmCu54yyIVvlGW64m1imVLFiVa1TVCO0FBS6R3BjQuPQq6PU+SMlk76ziy9VlSzdoztWTi2kYNJ5tJgO0+Hamri5gX3pkGJTOP/ABQ5evcp4tNkB2u/Bot3N13sXT8FsgZ/VNC/fpHjnxTe8Rt+vcIdTovOJKfG9JDDLd6A7j3w2p6c8g82Cw7CLawJ5xxDTorEmaXL0TZ+8S95ttOk5sC3BO+ZHDS89dUB27gxhffTb35V5u0IJjHoMHjpPfWWH9mjK9IXrDC+dgo1RSnrfxufjrpIGVa2Sn3owceF9aqP7EFEbKzTXbmGCQ22t4vHdnFXhlSSZHtugswJt+okGFzzhNoT9PLTMnWVu4cY8MR4al2RiS61YNYIyBqNDN2JQxOi55m8wkD491SOXk4rp2iLQ13B5oMmN4jbhvzc/PyWsrI+Y3ppSnNXoMnHHc+fw1YBMlYxDTe0XrOlVdNRv+vIez2cFCjRjP+egOaD1LUZn2IuX2ChWUrsteFyw+ODp1Rq5/koSRhoM6a2fByKZtcTFBDc/wk2PqLfWmBrLCEvfDNGXHsU2c+Ta85i1baQ/IojG2gTTstFya2+XvZ1D/vS//6eIMfIrv/Ir3Hz+GU7N9gk35rQ3xumA4wSYJDnmKiN//FHYGECu8T7SUGN8/SbX0yQ0fFwiEQJtPUdf3Ka3vkLzG0+gSoUeLFDFGrKySdwoiY3DqU71QAAd8WQU+Yh5cwje088HrJc9VMxRJoeo8K1l5sas6CEaoRBoxTLxM2rXUpk+YjLENqiDPYZb5yh7G7Q4bLA458ilQGcGtX8NPzmijpHswYeZuhneWbQ2FFmJxhKDOaat6g6D4k9f5MjtpYoVQSKsmzVCViRSZFctee+J0bPwCW/R7xZCQsAv4XRBJ3XN4QpNmfwWlGgKU2FyhV60hOkR7sYLhJtz2ueu8VQ85P73/wgff+w9OOf4x//kH3P+4unXJQ3L57KfrdDLhl2KcneLS4ieNlrm0aJji9YZcsw9SM/82uYQbTTNrGX/lSnbl9ZpfUPjOzE0DGVW4Z57kvnmiANlsYtbVP2cUr1eCTFGT0DRhJqFmxGio28SUHeUjxLuQBQez7beoA5NOhQtGF/SK0Y0n3+KuGgwF7aORbhSSFKhNCXONl2i7tOYEEf0kcZNcMrQ6gKt+/R1HxYtZnsdEOyXn0asx706QV06i9xL8NywSlo0s5p2uiB77irq/rN3zwy4R6GMpr+5ggx739sH+QCtSwwFwC4apIBeb8DU7XF5eJnazRGVUZo+IsKoHHHUTKh9TaayhF1zwDhysDNmd9IQzp2h2Vj57oCQXTjryLIM/YPGWnltVAXF5dPovTHNtV3GL15n5HwndvX24V/uKmm4frTDVFo21rYwJgPbQgwUj92Pe+Umfv+QqCOsDMiy7iVcIrS7ueOLL7/A+voGw+HwjqQhixniFY2N9BT0ck1EUyoYZQqjUnadK338vogoSjJcdMz9LLVc8azq9dTtUAqjFfot6ogrreiv9di7eci4gUExoCIn2JpYJolkExUFCbRloyXjjQ1mbv9ZjJFClQhCpjJW8jUGZkAkiTpFiUSlcTjioILiPMo6MtviXn2WHEWtIOYZsaiI1YCsyNlQyYxLdXWoKXrQqwmzI5gcgCjUqfOE4I91HkKI5HmnYbBYYPda2lmG9PtUH36MoE+EUbzyBO2JvQoyCOKwWJwNkOVoSTQ71/lCaECC7jQH6PQGUnUWCEQjqPXVZAlb5Uk5WSejiUbmmA5IGGLAe0c0AEKU5TEJkeQWmSy/A045+lmFJ6EOlIIczYgBKhdCu8BM9jFNDaNtwtWXMUWJKkqM0bQxUklAXX8eKfq41U18LhgdmE5vpe5O7BHEYMzJ67LkTMQYObJjxu04VaeiUuteckbanCiFnjxlFHq5qcSOarnkGN8ujhZRxw6WkTrUlK5CDKjRCuJz/FPfJHvfBfw3G1ReJHdYEbz3x7Ta5fNnoyVXRVLdlI4R8hYiLlXZULjojsHNKjp6aoDRKUm6nT1ilGE06jNHMdmdMD+aUw7TsYXQfV6IIDphQIJl4WqO2jEqV2SqvKP7obuKM1M5USdH1bldMMxHlLpMok4kHYk2tCzcHBtqNJGV8jT2qZfwV26h1ofI5gjnWhq/OAZME0EHhe7eURU12fKeqJgwV9F1z9wMq3Lyhy4QX9lFYkt1puCBBfhbc7wGqwQX7lFrWwQGFdp5ikXD4mhG9uJ1su01VP8eqAPeZSymC/Iiwwyqu9uXY4QOH0Zrk5rjvIb7zgLgvGdx2DDPFJfedYlKV4mZJEnEzkeHtQEfQodhST+/+twBt3ZmOBF8UUJna/5dVdoxwhIA2S9RP+hJg3QW32sDSq1or+4yv3lA4TxmdZCcf9+GuKuk4VO/8Zv81E/9REKliyIs1ftWB+i6JQTPwWTMF7/wW/ze3/f7O6RakoEWldToPvWpT/PDP/IjvPvRx46ZDACZhl6mjquAMkvz2FwJ1ZvYdsYIGTmhU8QLMeCwzHxkEaBHR6UKcjzqCZ3RUBvb5D2AJlPF8eIumYBE5ocLoo+EqqJvBGVbxDaY3IAy2NCkub90ngHEOxa614r6aDEMsyQ60jcDcnVy6UMnlNP6hlpnhCzZVWtR4AoQTdSCzRTBGEzWBzyFVCwttBWCUppYDaBtEdsiziMHOyilIEYGvmVk4BtfewKAni5Y2drAbJ8iDkrYXsFLTHNAJQRpU0vcJ866i54G22FHltCwBEJcsgVjxzJIsryWrBO7InoiDumV4AMy7BP9nGBr5HAX1as69ki6Ua6TVc50YonE6BNTJQa0CD74DniYJL1dSGA1JYJSipyc0C5QsyniAz4v8bnGFAWZ6RRFPQm8ZyMxL/FlRVvkNMZTxIT6L3SePEg6DYSl7fftSaESRakLQqfqGElo/xhDkqG+DQMjIp2leHoWYwiopeBSJIGAO2EsFRWegAstHk/uC3SmCbUlHi4IkznFuYfY2J8yHk/4xpNPEmzLthUym84NSZV6gni+eWfs24ccH3sCQUZKbciU6QSS4m0JTzrfLDOUVY4dFBztTtBld++UppQSmdXQ6yel1ODwwTG1U0qVE41gJGEhljilpGgp6e+p0GT0TB8jOUK6TrM4wcY2vZvBo1GYeYu/sY/eWkOqgnA0h/X+8bsaOlt3iaoTT0tXKnby5sljo5dGiPgkWQ/I5grhxeuAI1tdYb3d5/TWkD0B7/y9VRLMDGpQYTZXCB1fH6Uwro8eVN9XLQHvHEEr4neTFMWY8BDWQ2uRRU28tQdA3lqUi4RFYJgNUodWOgWaKERRSFDkKlGlXUiy+vu7Yw5ViZQFqiy+two7RnCdymmmk131D3ooQRUZstona1qanSPs0YwYIjpE1KBMz+I9HFfcVdLwxBe/xu//fb8fo5MyoVImbS4xoM5sErzj6JWX+fVPfoKf/j2/N8nBiuqSg3Tg/+bffJKNjS3e/di70TrrAFWKTCmMDgyy2zX43/xYYuwsiKXjhwfp0NSRcYjMfKQfIjYuZZ67vyPSxpZZmFBj6VEwEEE6MJiNlqpfUk8apvWcdqVFra+RT1oyM8WoAaHMado5he4df+Zr5YOXFVmMS38IYTVfO/n3x8JA6nicE4KjcYuOWllQVCW6d5agUw3euiku2KTKuPTziIGwtDf2EYoSVQ2S1k9dE68/hxQVEiNr3rKQyDe/9CUktjxw6mFOXb5MdmGbkGtsO0tGPVp17BNLIekl9QRsdLTR0tdlkjKKCWynO4XDVEOG4wrEekemYYl3RnxKSIC4ugGNhuke8XCX3FwCCWAShRSTUhKdZYiYLmkQAi6pMRITzd6rNA0JjoBOBmmS/tbPDzH1DNvr0wwHuNjS39rCRI1YhziHCenAw6lztDHQugZrLeicUbGdCjlJi1YauZw8n8voZX2MStLTPgacdgyyYZIN7za75X/i7f+JybPFLOXBlzO0ZdKARnwaCQQB8R4lEA4n+Ft7KQmLPS6cu8iVG9f55pNfRx0d8k69RjZuEJMTi0SHzuTOxfR2q/UlffL2n98eS4CijpqIR0QoTJWuMaCIyLEzZjx+P7MyY7g+5Mqz1yimC2zhKPOCkRqgDo6IKys0fg9nPQRYzBfMwpxQKKqMpMx523EuxaNyVTA0q8fHnAoBz5HfT908URSSU7icbH+GE0X+7nfgd4+wL98ge8cpTMihY2H4mOy+Nea28xdiR2XNVJ5UaKPDxjphG6qcmAniBURTtAecuXyZxaFl0bRQFHd0e77XkKpA54YSmN08oN0fE1ubuiSr+vsCgIPbk+XvImk4PryliFmg3NtFFPTznKJfUvZKQoxE1dH1uy6W0YbYMWzmbk4dGkKITOsFcvkssSje4M28y4h0rKOYwJP/tmAilEqaGafXCbXFThfE/TE0LZE1VFWkBOgePSN3lTT8hz/7H3B6+zRZXqRqUkWca0EpDg93KauKd9z/IH/jb/wcWmu01kQfaNqWyXTGxsYaJ69kasEeHOwzGg4piioB02xzvCG6jgef7t2y2lkmDJGZg1L6HLjIrdqzcI7tKiPr7vW4FYwoTpcnC5mPHiOGFbWC9/vMaRA/IyooVE6Mnq2LmzSTmvH+lOnVKeHaLdRwg9P7e2lBKoYU2bdHnC87GgFPIWUCc6Fw0dL4OUOzcvxvtSgq0z/uRCzDR8/cz+jHHh5PoQyVSeIjxi/BZ121LGlMIz7gfUtQKhne3PdOCIGi6DOcPc+lmzd58N3vR9Uv4m7V+CeeZXHlBtVP/DAiuuPad4ZT5BChkSk6Gow3+DBDqyEoAwISI5qY2AUxMJMpWhR9qahiasOLjkQD0YE/mpJd3MCVGrV6Cn1qG2lq3EvPp1b91gVY2UKTE7WjsXWSF5ZU5Xsa2uOFPflzGBF0JviOYBCDw032iXs3OTy/TS3gm0MMPlXfuk+WlZCXCYW/0QfboFzakIwyoCy5Sr8XpDuGFjFFJ4Mdj6+/RlO7pvNAUPSzqruvGiHiO1njHIPFJWBtZ8K2sAf08g1MVqJ1OscQHJIJ0UVyFLkq0VkGV28SpzeRXkX20CnUYED9zZe5+CP3c//D9xNuHlD/6mcw73k37XOv0Aio0+vkj70Db9vjxHa58Hs8NtTp87ulQLqR09JTQ4DYdUaSk6qkzdWr7lqmix671HJpt730TsmKjFMPnObgyi5seMjLREde7NGcuY/x4RzvImU7wF61TIaWOLTkqyVqcPv3QiS1pHN957unRCXWi+RkVjHKRpRHHv3KIc0rN+n/+z9O0EK4epM4XyRAKi3c5m9xgnJYdqwUStIYr41zJNjuDBU9lSXNjY0N2NknvHATPTAMNoZsz/dw85a6lWSilC7qt10r3nJojZxeZ9AvWby6SzueYec1A30WVvrHonVvZ2ijjzVK7qoOFznpiDSWYD0SPJffu04xVKz118h0gSXStA1Tm8TvECHTBevZClalwsqFlkVdMxt7Wl9yQgD+HiNGaDqr+Dz7wVPi/HYhguQZxUPnMa/u0O6Pme9PYH/CaGuVuD5MviBvIvV9N0yRu0oa/uEv/VP+4b/4p/yFP/fnOHvuFM8+/y3+4T/4J8xnczY2NvjxH/8xLl68wH/2n/1N/uE/+AfcunGDX/xn/5zPf/ELXLp0iclkzI1bO0QU3/jmM/yd/+rvsLW5xdPffJrf9/t/Nx/96Ee579L9tPUMgOcmjrkNrGaKi8MM0yUDNsJhG/nW0QkmovGBNkQOGs0gSxS2873ImSp0lVKqhDJJfPEmtkkOO0YWpmHqkwjSdnmGymjMWp9qtWIrbqDRvPrsNW6MPatDzYrJ8a79ttdKS8JA2NDZ7foZSvXIJCMzI26XvH2zfFahGOghja+5Ud9Ai9DXfdaK9eO/Ssj02AG4GuqwoFQVygsuOApTkucV9mvfxN86QF2+gHr8Hfj2HLkp8fMGd+uA5lc+h/n4+2hd3c2o7wwXLSFCRZ+jMGY9W0GT7MDTkt51PmzSGrAmLbFFZ4QiXiO1ECczzPolWu3w3uGjgGRw/33kVohHO4TdqwlMqT3l6mlCvyIWBaIznGhU6wGXwGBaE3LFdFxTZAkQpxaO8uZNbl04w/XZDRrfkKmc9XId6wNzZmTRk+ucwihaW6frbQISPM4GattiRGhDQtkTq5Ro0IHs4gnYs4kNWifxskKVxyqRSzisOsY1BAb5Kqpre8YQMJKRF73UXZElA6giRIcqNGExxR3ehJ3rcOo8YfPBRMlEoTdPwddeoP43XybaBCyLc0v/3Q9i3nUWf+0Ad2WP5l99nuqnPsgkHJCpPPmdaI1RJQV9dOsQpYl5RtsuEGxKD46Tx6XUmE6jMol45TEetF8mrnJsoGbIj58HSeSUZP52U5jszpm6Cer6DHGHxGlSCG2zhnDeUqkR81tTlIqoXqRSvc7PJSTVyTfZIBSK8+Y8plfin75CuLmPE1B/4n3szK5RPT/BjC363OYJffW2I9e3fdJrY2GnGJVRmh59Z7D/42ewkmHObEFe0O7NyeMA9aXf4Pz970QczF6+xvT82TRjv9cx7FFePo3ePaK5dcDs+Wv033Uptebf5qSh6JcsxnPE+u9ePHuln47TWW5c2Wf9oR6mLcm7pKDxNaIyFrHpVDsFRU5vcsCR8RxcGXPzlSPmLifcf/5Ypfh7jhhTpyGSKtV72Cn6foY6t0m5uUIxnieA5O4h7B4BIErIi5ysPLlmMYKdjN/y599dp+HP/zn++S/9Dzz3wnM0dk5d13zjyaf423/rP2dra5vRaMCNGzdobdpQf/2Tn0Rlij/8R/4QP/L4D7O/f8DTf+Pn8M7xjvvv46/+J/8Jmcn4/Oc/z97BHs899zz3X7qfGCPz4NmsYK6FhY1cmVq2+4a2wyvUDkYG+rmmCcLEenyIbJaamwvPQEMmiiT/Epm6MUqy5Ffg5rS2pqcrRtmQNjjm3mK9Y6/epTELCl1R6IJMdS9949i6fIlSFnD9JbKz92O7zeaNIi2eBqV7CIq+HiXBpNvmw98ulrNWHz1NXLCWr7Fwc+pQM/cLCl2SpGv8sd9HoapE4+zGIZlWqXXlHe76LlKWFI8/hPMWVOp6qCojW+nTjGcU2lDqfuLzdzNLHxzaZ8QIRqVRSxaTYdMi1tjowWt0dLTYDl+h0t9FodZCJRWFMmglNPMW+kNiHHfZbZI49lhir4RiA/FrqGhAIkwOUAeLVN2HQEZEtCasbRKqgqgisY6Uuk+WFeijQ+LhPoszZ5nbCSvZiIWqO4qkYxombJh1ciMYFQANLqlwOizWtzjvWe9toAWMM0hUmE4m2fmAV0n9cWnAlUuO0smZcak+6qOljRYtBkUySyqyHpHIb/7Wb2Ct5SMf+SixTB27L375S9y8fpOq1+PjP/Vx/k9/7T/lf/XH/wQPP/QO9GgD319Ns+TOVRQJKa96+ALu0ggVFGpSw7MvUX/myxQfeBdxewNdlcjekPrXP09+bgO90gMf8Qcz7NGM7PQ6rI+SomsIZEVFGFTHImgSE07E2uZkQ4oB3QFcb3+Kl8+0DW067+7/Fypn4/5TWJ8E3/LoyfIJ4eI6a25IGxrqUDPliEwp5rRMFh47aSi7an2j2OxwIScdnttDaY1SBvubTxO9RzZGxDMjDsbX6ZcbSH2A9Er0+e1kB3yHx4SnCW3HwrgTQNpGzyhfgxduwrVXcQtH8SOP0eaRWORJsbY9S7y2S3vDYq5NWV0Z8vC7zvPqYctYZTSR24Z232Ms70uZYdaHiAjzazu4q7uY81v3VqHxDUKXOTJZJMGypj3pptxNiKCCR7sFxbnOrj16hAyjDDOXHH999JSqoLIB9fXP8/JVOCxLjmxgoSrCfae7ROnenFsMkTDt1vQi65Lzf/tCRFJHYW1A0S/J5jXMasKiIbQOZy22ubPobedvvpe9Nu7qqjz11FOMj8aMx2MW9TpKCf1Bj4ceepDhYIjzSfFtGVeuvMLWqS0eeehhLlw4z8bGBr2qQinFbD7n+eefR2vNrZ1bHBwdsr6+cXJgIowyQRPxXefk+jzx1UNM43sjwlquCAiVhjYEVgsAzbT12AguCrlApgoEhYm+o8qBVzHNTYEeFaUqUSptuW3tiEoRM0FpsD6QDQeYuiHMp4QYkgFQB9h6o1i6XsYYU/YsiT2Rqe8spuOjw8YWjSFTySshdOjwpFx4UuHRfX9qe5+8QdKBI8PudaIPSFUlCpdNSosxRqIGVeaojRXarz6HaH2CuVCCurSNyYtjsFv65gQ8DJ3DJcF2ZmShkxGHKB4bAtrnYDzJGwGiFoJW4LoKVkDFiCOpdyptUFo6yWkwvSExtwk86ROQRQkwn0E9I2qN6IJoDGp8iDQ1MctZ5ApbN1Smz0qWZJozNG20abQWSMqeEVRMwDuJCq1MUpzsUq9M5USEqCJKCzEIiuy4eyCSQHSG7BgbsGQrNL6hUCAqS8qLxnD16jW+9MWvUNc1589f5ML95xFRjMcTdnZ3GQwGxBh49tlnmdZzyDIkS7LIEgPBJxMOpdJ9l0GB6afNVA37KK2JRwvCeIYa9ZG1FShLXOtR/QLJTJrFb+bEfoWMery6v4NtLcO85NTpM6g6be7Hz8FSfGpeo/ol0q86EOedqq/peih0TMerVEosYgyUw4rMh8RoCh41zYn9khA0eTDkPkdsSsCmgznWWurDSLb92iXqpI3ahgajC4wHxlPcq3uIEeLGgHYloylqrG1QUUFtkZUeaqVPwL0GwyHHvi+vDQWoV4+QoJGtjaSquTEEnc49iCKWmrrNKMoL+N0JarbDwCi2Zy3GbDOv+swRmnvFqIAEMC9zWOlTHE6w4zlqtkgb8NvhNkm3N+dZegGXlMnvJmkAEg8qUAwSSyLETu5cTFLvJKCznGLRYg7H3NixTHWfgwXUVQ+/0r/3Ntwx4ps22cerf3s7DUAqFpVCjEZlBso8SWNbjzj/unGEm711gbe7erqeeeYZhsMhq6trVFVF3SzY2t6kLEsgJkR7OEkaFos5mdIMO/OjXq8k66Qwjw6P+OKXvszG+jqvXk2OiiEsW5rSmeOA15F+llQob8wdPS1kAlmHbhwYwSih1IraQ6YjZ3uaF7txxdwFgoZcV0SgCjotuCYStaSHVMWuq5Au3KKZM5s0tCxoywRUszEQtBDVcjFNUrxa6WOlvWUn4VjmtgNhZipnZidkJkdEYeLrVSlfG4EkSWwU5FKmWe4y8emq10QX6/oKr/m82CH5VVPjrryKGvSR1VGSR72N2RFjJGQKc+kM7TOvgFki7AVRQswN5twWMUvJT+ikkmOI6JgqhOQ2l/wlvUBAgWjqaMm8QumOVSCA6fwnjkFz4TgBSlrvqgMeBnwE1RvgSYJIEhWudVREGO+j5i0iGbGKBK+QyRGYDDccMPcz2tBSyYB+PqDSFdFH2tBifUMIQpSu7S2aXBQxppadkNgZ6GTPHIgECWhFegmj7uhgMXV5wuvvpe88GsIS8CoJjf3UU09z/cYtmqbmq1/9KvdfupwksUNIeg633Z+jesG13V2stWijOXvmLNpkOOeZzhbs7e8TYyQvDKOVIf1+H33fBcavXOPWM8/AsE+1vs76xjqDxx/m1ssvMz08xBExox5nHzpP6xu+9sTnOdw95NTqBo9K5NzZc9T1gsPxmMlkjDQNa2fPM1h4JJEIEu5IJ58G0QpZLrBtQEWfWBtL5gMBCREjCX+gfCDOIkwbpKcwndaDx5OR0V/tMd2ZESYRtW3SG9WpAB73NjpqqV4siHMLh2Ps1Vtk77mIX6topGbepJasit0mJyB5Btbdca+UKAq5cyk8ASpH3OEYvTnCbK2jBwMWi3G3BiiIDhc801Ek39rEz+fIzhTTWjZiRO3uMd4UpCiTbso9zBswGlXlFOsjJld3MEczxJhEFXy7NryiSxqcT0nDdxMdVk1pjSEjWGhCYmVkJmJ0lvBbWR91dIvF/pRbska9NWQxs7hhH7Xyej2P7zVijLjWJX2G3ybxrHsey65DblICzBtv+mH61hOwu0oa/tJ//L+lGvbIdc54fMg3n/nGyZd2LfLbTWcGgxHWWQ4O9zh95jTWtszmc6xzrK6u8pEPfYiPfPQjfOITn+DJb3zjdd8HkEtkpMFoxdZa/qb3sm+EUmvmHnoaLg+FgzpwY5Yag2eGGRFHT2sq08N0yNhMCnJT3ilXexSZ782xS0DaPFXYLjhCSPQ1UYae6dO4mtbXBAJF1qOQgoWfM7VTWt+gRHGmOgNApfrkqsDjO02CN44YI7kUSQQqLmmLgVznr6uIQjc7VvHkusuySrQ16soVFs9PKT70AHJqFefaY4tygBh8Sp7uO03v/nOEGLq5ukJCYPL3/zXFj70Hc2oD8ozW1cz8hEL1UBq8CCFCIUm3Q+clmcqRmJKDgMXHgizqtJnY24V1PIGI765FwBIwiS2RKWLjia6htS2tt/hoGTdj1spNBhunKKJCL2rsYpfsYIwMN2n7JTNtOTw6SCMH1YKKHTsByi7p0ypLKHgFdMgM6z1EIROTsCLdoSbIX0qasjzHujZRJbtWucMTO+XT5XXVYqhMxyqJnqKbu/7W5z7HIw8/jNLCb3zm0/zRn/pJYlEirgHXID7v8A3CF7/4Jb705a/w6tVX6Q/6/JW/9JfZ3j7F0cEBX/va1/iFX/pFnA1cPH+Kj3/847zvfR/ARc8XvvU0/+yf/iLTyZT73nGZf++P/WHe+5738Su/8Rm+9rWvs3+wz8rqCv+7v/QXWbQzPvGJT/DSC6+wsbHBV9/5AH/1r/xVnr/+Ip/97G/xxFe/TgzwZ/7Mz/D4w48jV3exX30WfCQ7v43fO0L3SqQqiD5gX7qR+NNLAJIPSJETmzb9LPgkQW8j6khRPPYOGBUE1YJPSdrZ9fPcmN/k4PCQNgoZnrmf05P0/kjHNhnYEvv1b9HsHsBKD37PYxw1E6Kf40LbmU4JRhf4Yglsu3PXfq109e3rQIwei6d51zrRt6h4gFm0HNX7FFmR6H8RrEsy2pP2gPzRDXJznjxmqKsHqF/5HLO9Kf0LZ8i3N7jRhtdPWL6XDSozcHYDdeuAdn9C1JqizN8+cZ9eR+Gzjrho7n4y0OEGgo9YleNn4GYwtzWSLciGQtnLIO9TtYH2cMKscVSXz3HFBlhJRec9j5i6ara1VIPqt01x89+GuKuk4X/6n/4Ve3t7fOgDH2Bze/34542fUeqK1+pC//RP/y5++Zd/mf/6v/l7/PjHfpKvfu1rLOoGYzL29vf49U99it2DfX7zs7+F1pozZ8++7ju1krcuzgQMOkRTXxv6fTjIAk8dOnb30wzncg+2K0X5GtnnSMQFx2Le8Morr7J9YZvR6uh4pgok2kqjk5FQF7nuNvfQ0vgZhSkwomh9w9ge4YJjYsdsFZsIERda2mgZLNUA3zACR2HMPCxYUyOQAk+qWpNBz8kxKdLm3MSm60CAiMHMZsjNa9hFhRkOoNJJLOmNioMYcbZmFhoyEisCSXbH+qfeT/uVZ2g/9xSSZ6gzG6z+yAPUbsHC1RAdJcKMNBPT1mJUQGudKlqE1jbJjbOzxaY7DNeZJ91OY5zFGuc9eOhLQaozLa6zWa70ACOa1s3wSpOXhlhuM+2P0CZJNSsvSdUvOPaafcZ2gu40QSpdslFushzosLSWVg60Z1lfJlGq196WQGwtRrJUaIWWPNO40DJtJ7jQoIhkqsfYTcjTZaQwA6riIoe7R+zt7vOTP/ET9Hs9fvPTn+VW07A92oC8D/rOVu/K2ogf+7Ef48K5C/zqr/0af/e//m/4C3/+z7O9tcUHP/x+PvJjHwTgP/+b/wXPP/8KZ09fICrP//Pnf57/x9/821wYDsnzjLixxic/8et845vf4Gd+5o9y4dx5nn7qWf7Pf+M/4//18z/P44//MA8/9AiPv/e9fOhDH+bgcJ//73/3j3jk4Yf4v//tv41zjj/75/4C/8Xf/ps89MiD9B+7TNvUyHM3yd/7DuLhDOYNqlfR+0MfQ1UmOczGxB51B0fI6hCl9LGYEkTsV79F/akvY05tUL7zMtloi9niMDGvJKPUFat5wdy2TOyYMktAYr9/RP2Fp2C6wD9+kfi+s4QYGI+vpHdSZcTgsL4hNyWHzQ5VaFF1jT+awKB4U1vwJcvp5H+nZL8VjQuWxs8gNkzmR1TZiNL06eV91rKcaVtjQkFrLRM1oTqT0/8jP8nlzz3F/tPPs/PCq5Tnz8GiodlcI2bmpBL8HqN/YZvZqzvE8SwlbWc3v+fPfMPIDSoz+HlNO6/vwrWki9YhN/egbrF5yZUvHZBvrNP2K+K0RV44gvaIlW3Hg49sI5unOVQjru4cwm17zj2P5bgFyHr3li77Oy3u+ml997vfyeX7LzEcjhgMh/zsz/xJ8rx/TEu7cO4C//H/5i+ilOKhhx5h0B9x/fo1xpMxP/uzf5yPffSjPPzII5Rlwft+6IdQWviL/9FfYLaY0uu9vuV0Nxnfnf80/Z9RpnhsNeNaDddnDd+aeK4vFFul5lz/hJHho6duF4yvT1nb3mC0MqTI71R7VEonSWKl0PUCnxkkBFRMo4MlaFJLjhJF3wzYKDfJJUvKgkgnKBVpXE2UkFT6XqcaCJVUGJXhYkhUr5j48cdjiduuj4qKXPKudRu640wI+/bqLr0fexxf6W4ezh1Y8eNxA4FclkJZCYNICKjVguzH3pOsx28d0jz5HDp/EG9thw0RLA6DJHVKSRtGaxuatmYSW1bzVZIMVDymMalM4W2yJO+rnP1mgjYZWcwxDo7afXZ9Q6FzVrI1yqxPUaR5vggoMcSoaIIn6pR0WOe6VnZklI2odc3Czml80xmJnWglpIhE5fE+6SNmJMBnEkV4oycsHicZWnHMgiiyjMwMqK2maZtOfTFnYHKUyjCmwuH5l7/yL4gS+NoTXyIzhmCEf/Ur/5qf/Zk/3T1gmmhO2oQPPfAQly5coldVfPhDH+IX/vEvsJgvcM6yc+smX/nC53n11j4vvvgyZ8+e4fqtqxyOx7zvh97N9pnT5LsHyHSOX1vlS1/9Cjdv3OIX//n/wMpoxHy24LnnXujsvdOToyRhMp595lkODw/54pe/wuF4TAiB2XTK9VevcWp7m7X1lXQtLm+lycygSPbj0SdBsLZNg6eQEjfdU2jf4sOSwpk25PyRC1T3ncK9cov5Z76OVAXZh9/BNCxotCWWghVhszyVRJWevsHi+jNQGsyH38WRnWFLR/RHBNvSupS4WprueRMKlVPpHuXF03DU4F/dwTx6XzIlCqljtKwy535G4xoynVPo4hjoioCWPrHTzxjoIU2wnSV4Kjgaa6k6i/M2+NSNkoAMIPvww6w+8yq93X22Hh4QfMHe/pT5fst8bBm3AfOu+77r6lYAVgfkh1PcZM78YEJvcyV1Ie5lxdx9VpYb7Fywjb37pCE3xDObdCYdhNPrNFonQ8MYiRsrECNHWvHqQU22mFEvWupi9Y5juOcRI0pgsDGCfpW0av5dvGHcVdLw8LseYnNrlaKfoQwMB0Mee/TRZAgXPIiiqkoefewRfGgxWnH61ClWRiOm8ykbm5tsb27T6yeNgfc+/l6895w5c4q2bTptDfudDuOuQoswyOCMQN0qbIhoJbRR2Fmk+VXPBLRAiBlhYRmc6hGMx0ab5GU7E5vMC7pdIM0sKfexnMonBoMW07XkPZlKinmVrrChYe5acpWjRBOIHLb7RImsZWsUunxN4pAsuxWalpaxn5CL6TZldYxXoAPeyW3AyBgF5T1iA951NuT9IlX0S3tlwnE1JR0n/WTrSGJCsJzDK2KW1D/j5gD18Dlc2yagpqsREphUqRIfWtrQJhfE6Kn9gjzLCToSJMkIEQISAxIdzrdM2zlje4gHeloh0RFjsgvv6x6FrhAtBOXRomhx5B07RAmgAi5GjDE4FzujsMgoH2JbS6aylCR0KpKV7qXrqCTpFLgWH5KWhhadbKnfMBJjYSmRHYLDx4YgmkJnuJCUR5GMUhdYNyOKwmQlRdbDOc/nf/MLnDp1hqKs0Fpz6dJFfuuzn+eP/Xt/orvtcseiaEyy9hYRijynaZOgzde+9iRf/vIXuf++87z7zFleeuVlelWP4CN105AVJdoY9MoKsWmJdYNznsvvuMzFy5fYWFtHBeHixYvHkuK3R1PXDIdDTp8+zXvf8x4ikVPb27zjgXfQq6rjDn/MVPdMCaCQmJQUue0aqu68bGiQDsfio6f2Lf18QN4viHmiDasyxz95BRNa9LxBRyh8IO4tUEWOynPkwjaxlxH6ObWbEr0lugbvk9lZGt8JRuUUpt+pRhbojYowvYW7cpMIqDagHjoLVUbsnHuzmKOSXn1KfHEoMcfU4uW7aVSBqAyJ8Rh7pEWjxeAJmGjIKWhdzTxGetWQbHOFXpZTDldwtibD4KrAtFrw8gu72FdvELc2UtfhbtUkRcBozEof3zp808J4Dhuju/uctxi6yHBZ0mugsemY3+pmLnKn62Rm3lAmKgAHNw/I6oZgNLF6mzUTfCA2jnbRUG6MfudgGt6GuKuk4fTZLapBDirgvSXTBRsbq3jvaF2TbIuVor9aMm+mZJKhjWK0MmBlbYUQA2WRqpJI5MyZ08efXRWaED3e3dukIVUcSethu1L4ADYKiwDT1tEvFJFIpRWajGADZZWBxBMDIiVIiDA9JLY1UWmCyPHDnlqx4WTjj5FMsjQpDy7pQvi6q0ySq97UT1EohmZIHpM0TiB2nYQl0z/RNuexpujQ+bDc9NPvj8+yk25WosBZ4mxBGLfoU+upk7CU+33dTPckWYBEsfNpEH/8s+B9okTmIJc2Cc6iSYmEENGiMTqnCYvOlMgnDcmYcBhRRYKKpLZ/B370Ae8stV3Q2payE0SKBESgynoYrclVSaNarDhAH3cJkpVyOucQIoXKiNIZpRHpZSVHTmMldWa0MslbJBugO7ppG1LSkusMb5M/SKbenA2DJIW6EAPWN9RuCqoi08nOPIoiM4bCVEhsIQo6CFjHZP+QnZt7/MRP/i7WVlfRWnFuseBLX/wKB4f7WPta3Q9hd2+X/YN9VldWuXLlVVbXVjBa8dxzz/PFL32FH/3Ih9g+dZpf+7VfRytDbgpGwxE7+weMj47IByOU1rjpjFNb2+xPDrh830UuX7xEITnu3f7YmMfHwGw+wznLyuoKZVmytbXJI488RFGUPPzwg2xvbKG1Pn6m1W2GbWmipV5zBnI8FnIhIJKevyAuyabbmqA9qpchWyvpL3aOyEuNqT3WBbKsJjx3HXPpNPr+DWR7FZ/D3E6xYYF4l56pTjo802VKAHRJaYYYMen5rgoYVEiZE6cL3P4Us9JLSYMW1KCiyCuiTrLdLrhO5iliwyyxaZTung3TAXZTl1FEjv0xQkimZKpj5djgsNKiVivyoiQ7nJOtDlFDQxh4skIxn86ZtBPm8xzfFsQsS8d7l6EGFWq6wC8a/HiOWjoe3uNQRY5kBur2JGl4G2IRhFZylH779SdS0tDSzhtK/TsICPk2xF3d7fHiAKsyRsUaRmucb45/N7NjGt8SJCJaiC6wVmx0FMCIkZwmNonTLsuZ4dsbS7S/DS2ZNpzuCyEo9urI9Yll4QP9AlxQoKBQkSYGKt0jSGqFa2VSImQzws1niOWIsHGJoPXxXFShCLIUi1aJIqkyat8wtTNWihFhWZGLwXmXxjmSdYtaGo+00VGp8hjApSQthGt6pdNk6GRv8RRSHLMflhEISe3OtoS9Q9y1PXo/87tp2/nxHPmO5OYNQncmQidJRmolL0KLj55CBND09BAxI3xMHRlUqg7qULNwC3xwrOZraMm6CvMkfKfPEEKyDt/qbUPetT4x5CZDk+FogNQ+DkRaPFUnKaMk4Q9sjASXlOo0AUMkiCLLoHQl42YMAfoqY7PaQhCsaqnbmnE9Yb894MLoIgf1LVazNYbZiLzDFtx+bUWE6NN1C9FRuwXTdkyeaZpo0EZTZAbTXYioBqhmhrE19eyAK888y4VLF/nYT3yUjbUNFIrZbManP/tZXnjxW0xnE5RSyScEKMuSbz7zDYajPpcuXObXP/lJHn/Po/SqIukkiKI0Pa69fJ0rL77C6Y1t+r0Bp86c5sXnXuLpp77JpcuX6OcF2azhfe/5If7Lv/t3uHD2NFurqzhTcrg75vTpM4yGQ/YPdnn56kvsH7ybRx55EO8dN25e59WrVzi9fZar119mbWUVbXRH/a0pVf91TJzbr1f62YkIWSAiKiSMUixx0dPaBflGSdk/jf2NpygunYGHTyM3Dwk3jvCjHmZnTPnhxwilxtkW7y2HzT4h2AQ+NTnGaIZqmLoKorsxSFJlNZLhg0Wd3yC/sJ2ep29dwz57hbhoUf0C89BZ9LmzWKFjKCVchcMxa26gTY9cDVAmJ1rfeYqErlN3It7V+DmNmxOioyxWaUyLdS0yKBBx8IWvk3/8p2jigoWb4UvPxR86xaze5ZUnd5nPFLY3JF44dfcbV1UgZerDtZM5ZffO3/MNsMxTt2BeJ4Dr8C7Nq95qnNnCW4dvbGK8HK9hKXm/lyOE6G9jg3wfRLL+bQ6Jb0E/cjwes7KywosvPsnUjKlURc8MKLMTF62XJy8ybsfEGOgXJeN6zrAY0tMVPdNjtdg4nqV/v5CpttMPiERmasZqXGHSKnaayF7tuTgwbOYq+SPESLuw3Hz5FhcePkdU8bjVPsiGqBe+iTl3H76ocMQ7gFTWJ4neTOWICC4mqVPfyfH2VK87746x0GEa9tpdNsutpKfuF8xYcEZvIXJSwb3Z7TkR0rFEIrnKQSm0zghPPUfYPUpumO9/GN/pMrShpQ0Npa7Q38a86OQ7l9RIjh0ODZoW9/qkRVLis+f3UpImmp700Vn6jtxUmLHH/vITlH/sYzRxgYsNkYAmbdKethvzaHKSENftxxOBeVvTz8tjDQyDpqHtkhnwQWFtpLZTbjY7LNzimNljlCFXOSu9FYL3LNoFEztlq9omRMdGsckgGyKSmBIzP6VQedJwOB4LBVAJN+G8YxHm9IoRGd31aGva3StU4ylkGjl9kf1g+OqXn2B7/RT3vfs8WmkEjZGcl15+jhdeuEK/16PIM4qi5Ife+37+yT/9/zHoDbh+4wbfeuE5zp4/xZ/9M/9Ler0RL7zwAl/84hf47G9+jouXLvLA/fdx4dx5zp49x9apLZ584kn+5a/+aw6ODjlz+jQf/9hP8uj99/HE89/k05/9La5cuUpe5Hz4wx/k9/7u30e9WPD5L36BT3ziExRVwV/73/81dm7c4nOf/xyf/9IXmU1nPPDIZX72Z/4Uo1Gfpl3gY0sh5Qk99/brcxvuJsTAzE85ag5RCLnOKU2PXDI8jjY0WJ88OozuMfofnyT7yfeyO2uZT2suPXwO+y8+T++nP4gvNdY3iTYbUmem0lUaC8bQgYB1NzLwhOiY2ymlHpDroqNHd5u9zpBMkmjXzTHzX/oE9AbkP/ooYa2HM93zb5Kctw2283jpnrPYUqiyAyUnLNEdWCEicz/nkCMKUyRQ6Niy8fQc//Qz9H/PR7DrqzQaPHNqf0ihRzz39ZvcOHLEC2fvru2//N7dI9zNAxbTBaP3viNRTO81qK911Nf3aG/uUw0qzDsvvX1reiftLC9cJV48k0Zde2NCYykePHfPvibsj3E39lmM54w+8Eg6n/8ZJQ7z6YQ/++H3cHR0xGj07cdad5U0PPX854kF9EyfstMMmLs5K8UqMzfmsD1k4Ras5etUWYWPSWc/VwW9jq3w/aSy1L7GxhZBKHXS1z+0ERugr4XymM4sLCY1hztjbNNw/uEzKKWOVRlzU6KuPIcoTRiuEgYrd3yPCxZIbouwHBUs/QkSt7wJc3yMaDFkkrHf7HHkDlnNR5S6hxKDDS2jzpPirV6n2/EHKEVZDlj8ymdBoPjoD9OGk7b3coTxRqqUMUZcbBEUE+dYeEeVwaoeHCcHLjrqsOAojtnW26lj1I08lu3Z5LeRGrtGzLE3gVY5cmRpfvVL9P74R6jD0mMk0JJGUovYUkhBQYkhY8GJtGnSgTBYYBan9CRDi0paDuR0uQkuemx0aUSEYW4bareg8TV1aChUydzNWS1SVyFEz8Iu6JkepalS5+e2De/2axVjpAlzsq4QiRGcVXB4i2K2QPklqC7Afe9kYg/JswFZVmE7Y7aAo7WL9FxlOYUeEV2iGi5RgnmeM5/PUaKwwdK6Fq01eU+S46gH5xyz2ZSq6mOMwXReL7kyOCfUdU0IAW0MVVbCjRv4LMOWBU4LHkee51RZSRSw1mIbi4gwHA7x1lHbhsY2iBeyIiOvDNbWeNcmIKfvpKVVQCSJetW2RWLqtrlomdopPd1jr91No6QYQMF2f5NZWxN9SIDJaJnZOeduDpnujmmVJlsfcfrhM9hf/hLZx95D6CXPCCUOXBpntaGhdjNqO8b5hkE+wkZ3nCiGGOgXm/R0crZsY8Ouv0FOhQqafjmk74BnnkY/9MM0X3gGLmygLmwkkGQHXLLR0oYG5xp62YAmNmRSpHEW6thMS0SSaRmOoC3BNiycxYeEI6pixWjHEp5/EXPpPOr+C7hcs2jGHIRDbjw95mCsaU9vfVdJQzya4neOmO0dMXr0PqRX3FvHTUgiSHtpk23mNcP3vE3JyfLr5jXuqRcZnNmk3VxNHL0QkO9ihPNmYW8e0F7dIUbo/9ADx8Z6/3OJu0ka7nIYpSiVofY1Cz9DgExKDtsD+qbPZrFFmyXwmVGGuW3JdEbeVeDf/1gS6BQShSABoyIuCEdWaGNkoCXRx60j1pa106uIKJpQIwi5LpNLZ9sgpy7giozazXDBUZoiWfhyZ1YqndIgS5BhTMmD6ma6Njb4aBllI3p60HUoFJkYIFCHuhOdOnkpbLDJ9rnDPBx/1+2t/3gyUgiSFC9vZ8Eu8QtLbMNSDW95b9JnazIVCd08/jBEch0SokKSd8eqrKQWfWixJBXQ4AJbxVYChHWKmy46dBCMzom3xvgbh2SPXsaHzsixa18rn2FjS6Y1CoXDs4g1GjpwqT8Ge2U2kJHAUz7Grkls8c6g9dL/wCTzKww9FKXJ8WGQwIrRMTB9KtOn0GXq0kgaJym5k5nyOmyDkICJQAwOHwKZrpB5C6NVGgm44DGqoI5zWgXENhl1iQPJICb2hsSY3DZ9RInQ+tkx3S/UFqOT9LQxoPMMfGRRTyEsk1lP2TOIdhy7rIaIdZ4mOoqiTPb1RGyoKTbWcJ97kurBS8j2KnaZ5LnUJdMimE6C2Poj5q7FqYhUgvGGTAneWqxrCcFhQoaTNo3lRCERvHfY0FCoHpGQVB1nDU55YhYpTIENjtovmNRTevkQj8PSELxnkPWpLp7m4NUdqq11Vs5uohYWvTbC5AVeSTeqAtTSTlxSB08MPs6Y2QkxRpTOKEz/mNW08IuEPSLSVwOIaRQkMSZ8lrTI0T7omARWu46E9XOct/gOwyRKp6S0e7c7PggiS9GykzUnkz7OaARP6EaOhcrwr17HvOMyknvi/nXi1mkyMeio2Tg1wmjLtWs3MYM+dmPlrjZ90foEaOjDayFM9yZEUFWBXh0QpwvCzhHq1BryNmEbyDPU5TO0R7M0us0z7vWJhRAIPlD0EgPm38Wbx13d5VxlVLrHwu6z8AsUkfW8j40WozKMVJQdmhiSdLNCf19uwXIjPAETplljRvLGW27q6YSTdXagISyEnIBdJPnQ/kofESEEjxKDxIiMD5Cigt4g7XZtktWNyxkb8fWCLa85a91hFyJp48q7REGL6WawAqLw0TF302PZa1iaUqXvSlzI277l9mQsRqLzCdX8HbJ+H10av3SLWakr6JKKXCkUgo6a2fJEu99lKiMn69rDnbdhNztebnpy3IGgW5wz/KQh7I8xH3wEH3ySlO6UNJdH2uks4rE0saaKefIUSCcKJNxG3jFQloyPJGzVSSnLchlPS3ja5DufhJgl4zB0cikUgSgY8/qF4vauzLLLEIlonWh2rXc475OOUfA0ZcZCB1oXyXWinS4xKOLbJGMVAyGC8w4jKZGNwRERFnaCj55Ml6ilAml0ScpbFNEHXEhofh+Sj4YyOd6l604MiDYQFN63eKXwIse263m5RkBw128hwSGn1/HeHl//cHKbad2UmW/wRJTSOKcRM8BHiw1Nus/eEJQjCKiYJQBtCPjgaeYtzjmapqZeLMhixFcGbZJsuWihlprClNjocNEjohiYPqZXIUqRxUjpHGFck58/Re1axBiiRBbeUihhb+8AiYLJhCwvaGzq+mlJUu2l6WN0AkLGEPDBgURKSoLEbkyUpKBltI67cgNVlYRc4XyNDzNcdAl7o4uEz1EKJHVSMpUTY8C6JnXaOtaFj4EgyXOjdZZc5ywF0zKg3T1Cv/9dMLmBnx0QN5N8fk5GNsrQQVGPF0wOJ7A2enNHuzcKrU7cGf1JEnOvQ4oMGVSYzGAPJ+QrvaQKeq+dIUNEBPSoD/uT9DOVRmL37jtCB9AGU75Noli/g+KukoZCSvrZkImfJbAbkOmMogMfqW4h1N3sPs9XqX1NE9rj9vUy3lj2+I1/91YidnNMGz1lByY0nY4AIsmxTwRNQIVI9A7njrhxI1JET6E15aBEm+VGnZT5xFm49iL60iNYEVQUeuZET8IHi40driCq2xKWOxUas9vO38QMnWsOmj1qp5JjYIfMbkPDzC3IVEpMEjNhgFE6Uf4kJAfIO86dDu8khMkCvEPleccSWOIBTsYSkFwrx3ZM7Ru0UmyVp46TE00qboxSHQ9b3XaPuq6EGHqSURCwtJgySxWwJMtcESHvRKi00umdjJE4zHGd0VfCm3RyzUvK6G0GXN5HtCZt+gGIHoslF8HFRPPTZJiYpcVSWo6pqN15LGmxIoLJFKFdPvJJmyJlKSe20LfHMTW1ezR99JiOvxFJ1u3OzlBGmLcTZtJifUur56xXZ/D4Y6CcIsN7x6Q9gm5c5tUJyzJ0nh1GUrdlEeYpSfG6+zcJoa8lAXOT9HXS5mijxRMAh1IZWcghRmxo8eIQLTTNnOyH30n7mS8h4ynl+dM41xwn/CGmpESLYtzWRJ1oiPhI7Dbbxi1o6FhSQdAxwyiBkLw8AHzrmd6aMJ+nCl0RqdqGpljBxgW6ErK1DLLA4fwgqZMqQ6V79PIhMQbyqiAejKkXNabXQ//IIzz39BOsba8yWBswtTOKIufpp75Fkedsn97gzIUN5nViJ1XZClU2oNQVjVqAeEpynNKJ9aE0aulzgkYVJeryo8yf/DTFoxv4nsGGGa3dQalVMlOQ6wFaciIBpVPCHxW0fpFGFVEodEEbW9roCaLoGWHn5X1On9qmKEtENNpHmggqpLEM0SM6JVyFLmhDQ9HTnLtvg6998dU7WExvKUTSuxAB79+unOFYwroc9ZnuHWEOZ8nroF/eOyxAjJ0xloXW0jfCIni87wxo7tX3OJ+ulQiqyP9do+E7xF0lDUuA3kaxgUBCMGMZ6o07FtzbZYpDcPhgQSeA1HE1+ro7E4+rM8Od3PG3kkTYYGlCTcBhxODxuKlLjnYDIdTCsFeCBGLbYK/NqW8eMm8XuO11emdGbJ0+meXkuugqQ4uq+rRFfuz8eHsctkfHJl3CjM1y6y1cx2QfPMxHXJleYeEW5KZgo0oqboOsj/WW2i3YLk/TxIaokgeGIS1Wd1ySAESFznosPvkFyvUctVHidl+C4Wk8vqN8KgpVAIpC9ShUQ6l7VKZKG1BXUaeE5/XnKrLciiHrEkNDMhmK0XdmUNzx0sXYmVr50FU+Jz+/PTQFRiwBnTYglz7EkcYPQhqRFKJoYkgIB9Ep2dAKXgOahGSjHEmjmhg8sV10Wg4RY1ICZi3E2CSF0PgGz1pMHYukPdGgRRAytGQU3lO8+gKzy/cxWVzH+YQfsb7mxvRFVntnkuxxlwwO9BCvG47shFpgTdaPv2+Qr6QOTAig6cTA1HEyXEiJ0QZPpLYL5m5GP6u665BGWxKFeZs29r4aHEuCG8mZ+Skrgw2kTKZVKKGJlmmYUMaCQMBGR48SMUIvqxJdMgLe4FSDL8A5DyFS6DXQjkJyoii8RLwP7D49ZfuBLVZ6Q1QGOnrUiy8yvLBOnCuacUszsZza3qIOC3y0FLqin4+S9XiIrFc5ezduMi9z7vvJD/CFL32W/8vP/S3+wB//g/yBP/x7GeYJz/Dy88/R648oypKLly6wsXqBlWwbpTUhuGR5boUyy/EaqqKH0SkNDq3F0pCbHnnU2P0b6Pe/G3NqHa2EPDqiPkVGuXxgu8QuorXhK1/9IoO1VTbWN9kcnqNtFknvAUWpM/KshKj4uZ/7v/Jzf+Ovc98DFyEEelNFtA32mS8jq31ktIVWfTKZATC+Nub6qwfcPJgfv18/qHuYZBnq/Bb6aEp964BchCzP7t2YwnrY2Ufd2gOB+99zkVeu7DOtKtzq6N5RPVsHrktE3maX0N8J8V1ddSOaoRmgUOTq9UYXt6OIK9NPCy4OQ37H724PFz11XDALUxyBgoKRGnRz/e/82hiVEYhMQ8vMj5k2Ew5fnhMOImsrfWJh2FnsEmNEG8PaoGL7ow+yc+uAdtaQh9v0lbsZoj46THPO1TWiD2+Y2a4VS2nTeFwhv9UoVZ+z/fPM3Iy5nXF9eg0fHKUu2Sy3WMvXmPoJ8zjlcHqID56+6XOxf5GoI9Iht4NYrK4x9NDTI+LaCq7Xo11ZR4JPAEY3p/E1LvpjvIQCUDDznig9Cl3SxvYYl3A3ISIU+s5nIcaYWudLf4fOzMzFGm9jEsDSGU1smdiao4WnyBS9TOhlQqmE1rbUYkFFIhmF5BRib0s6I8uEAcCHiOuSu1wMoiOKhH+Y2UT5ddGiIt15CvM4w4Sk2imvOe86Nrhg0zjHNYxkjbyb4YtALZ7Gjo+BcMsjQpUs7IJMSnqmJNMZdZgxttPUwvaW/WaP9SIl3IoTuiVAIUU3Wlg+U90zCZS6QAv09RBvIuJTtR+ix4jCR8GFpEqp0AQXKI4VQ1MfRilDqcqUeHUtmUigiZY+t91HkWTgg8a2C/JYoZ1msr9gdasHmaNtI+P9BXvXdjl7/gzVaono1N3TLpKdukxZz2mqAXUNi6OGcVgQYn3cYQqHU6af+Az0K3QI5INVZG2Fup7xz3/pX/L+D72PxcGcJz77BB//6Y+hC03jI0WIGJVRZSNe2n+Ff/O5X8LOWs6eOc2jj76TlfUNDIZbN27x/AvP8PKVVyjLgt/1k7+Lfn/IK8+/xLe+8U12b17j4fc/zqMbQ6qqx+RwylPfeJLzZy/wpW8+QT+vuHjuAg8+9CA7uzf5f/+3f59zF05z//33cf/Fd/Aj7/sRmsU0MYx0RvCRbzz5BA8+9CBVVVK3c+qb1wmffpH+H/xR4mBEUAmoGW2ymH/lqRvcDJrp9hbmYrd56bdZ1Oh7CQHKjP79Z5m+fAO3d4QKAXPp1L35fOtYGRVsb55ia2NEfzik3yu5ur/gxmxOm98j8arWJUqnvA3jld+BcVdJQ4yxQ+MnpsAoMzRuQZX30+wWeR14bOomtKFmkI1A3rxroEVTUiJKmIb08jk81s2o/QIjGbnJKbokJcTQcb8DPib0vQA5OZUqkFyIVVJy27y4SVRC6CpdUZIU84xifXPErfku08MZMQT6gx6ZTJjtLfBW0EWPgQyOW92vjeX5Jm2FTn8iejoi2usEb5axvA6VTlX+wAwYZH1m7ZRcJ1XBIOl6O6CfD8klp1QVbXTUdpGAgaLJxFBIAdefQ79zG7u6QhyMMFIQCcd6EPPombs5ZZcc+OAwnfFWlicQpum6QK9r1Xf4A1gCJl8zXoKOMdIJ3BDIVIkWQ/vNl5G6Qd9/isZOwaUOVBQDMV1ZTUapWoRkThWsp+yvElXELK8x0MaOm7+kvhHROMDgOg/1rONvKxI/fylflTyoHMpD6z14SwzLz0lKlU1smYUpQxkkj4noiJL8B3q6fzK2WszQ0xnN+llaHG+ULlo3YwrY0KCVZq/eQ0QlhkdIeIBV1vDBJ9+Q14ojxeTCKt1oy0bL1E6OtQeUMUl0jIQDCd17mZQZl2cdkQg2OlRYEPMEJnRHY3zhadoFpS4woglRurxYUF2NK5AsybUgU8P0aIZbtIjOCLUlG2TMxnMW9Ry1GinXcowSoiS3V6c9ur+C3NqjqNYYjkpCHTl8/pD1+4ZUuiRvQB1N0KpFv/fdiFL02oB1gdmVm7zy0iv8uf/wf8ETX/kaz33rW/zu3/Pj3X2WYyt46ywvPvUSGoUTePLJb/DlLz/BX/krf5nrt67yC//kn+FC4PzF87RtMrOaHozZu3WTo/ERo8FpfvEXfgkVMx548EGuXbvO/+e/+/t84EMfYHtri2effZbnnnueo8mYS5fO09RJrK3MKvLspDrNOorueLbg05/+TT7wgR+m6OUYMQxH6+SP1vhBnyAJpOitZzFZsHPriCs7M9r1VWJVJEDjdxM+dBsgycb67QSgiyAxwrCiWhlgJ3PayRxzMIHVwff+3SJED1joDSq89SgRKgJ9Z2nrFoqMrLFIawlKcIPed/zY14W1x+MJ8n+HafhOcVdJw3JGC4JWaXMJ0RHwLNwCozLK11SbHYssVT66OKYI8poEIyGROz788uDEUFMzjwvE1wzUAGFpt5uUCJc0LiWqk0NWRK+Icw1WobWiGJYsxWZeG0WRM1jp0yxaQoD5pEaFBWFu8TqnxcDhgpXetzOYei0gcXnm3zm0GPT/n73/CrZsy87zwG/aZbY7Ls9JdzOvN+VRKBQBAiRAkEUQAAGQoEg2pYgOBRkiIzr6QS/91iE9KKIfFBK7xY6Q2OZFIYbYzQ611E2JbIokSAogPAoog7pVt66/6Y8/2ywzXT/MdU5mXp/X4FYVclRFRWXmOXuvvdbaa445xj++X+mscxj61EqoYdebPSX0qkH5gFUJpRPOBKw2JCnRPqD6FbptYTFHnD8PRQnKZLjVsJxJMYgYpc0YX98SUqTWdb4OIvti5Gvy3sqrED1iOOf50971dEjk8UyTIioq3P4JjAycm9D4dnCIzFMlWWSmMFJS6CxkFTDAwxIIMKdTACmbW5UY0qBmH+RLQLyrmxgOP0lHCD7rbWR2Am1Th0oK51tC8hhZYHXFGZNzAMdEMbAdBp2HlkMlQkhEs4DFCaltCFvn8OH4rScoBbrY0bmACg1aaprQMNbjYXw1oKM/4w100Z91dpTMxME4tPLOEtPhWiqhz/DYMebK0ekUjJISFe09wsu7yZ7zHbpQiJUn3N4lXpmRZMzakpjJmoGAlDInGUKe6ZN8H3HH2Z1SlQpRCNrDni4EkogUI4uZlJhSZT5JJAPCRMTJhA1Zw2sLw3hWs7rVcbI3p1ir4HBJvH2AfPwSfqNCJIV0EE4WvP7iG0zHI65cfoTvfuclbt66xd6dAy5dvpTBa6dTDQJmoxF1YVgtVrzx+ut8+/kXEAi+/e3vMF8s2Lm4w2NPXqVvOkxhSASmozE7G1tIxhwcHnHt2jV2zp9nuVzywgvf5S/+4s/x2NVHWSwW3Lp9m+++9CKfeu45yrJi69wWFy7usLG1TuuWhOTOrkXTrPjOC9/lF/7iz2FLk4mdxRgxtWAKQr+kXTmWJx2HB0t2d+estM2mcB+iupCnwIYxa60+/t6GEGA0emNCCAG/aOj3TzDjCvFhLaZjhphZrUlRcPP2CT2CziekD6iDI4LRzEqLVpEeOFh1UNkHet/oAmkw0rsPcf0w3jYe6Azl8ufdOfaUEoWq8qx7WFGkkkIW9y2gpapQQuFSvpFPASn3jgqeTlsI8mz/RN1doD3Zh6ALbSYThtUgClOYgQ4ohBqobIJIz/x4yeqgo1k4itIQY0Kpd76J1rdnOB9oG8dqf0nfGyajkmQ1DXBya5/ZhUku4b4L6+A0Th+0DxKCDJoprD2dx4AE41Sglz5nwyqSbCTVI0Z6QkyC5FYwX8LRLqmckeo1lMqLcQiDsh5ASipdY6XlxC/wLi+mVmqMzBjhjMa9V/R4N968C/YhZBHcWfUoF/ZzojKom2OEww4hJWFk8WNF16+IeCZiQiTSxQ4tDUYnQoykJNGqpDKGZRfRRqCEgMR9+/mYD3K4BgWJZU5WYsyJiJBoGQa8s0IlhYiaLsxRSeLCCmLE2gojC/qQQVMSSUWFEIokoBS5PZYAEbKIjsWc1K4IIuJUIIZwtjCfRfJ0KeJDS6JBSTXoSYb7R4js1hl7pJC0vsVFlzeIusjW6SINWOuSU7OtkRqdJcA+efrQUOlRvoOEzPIONCkFfMqTEzFFjCrx0WEmNaI9Ib5xA67MBrGsJ8V8udJp0hBc1m9og5KG1UFDv+qoNgrqrQInPc2yzY6tGzX1OH/vhYSu75BKItVpFaDBmpLoHUJp7MRS9QW3bt+mTmPSjX3knQPUz3yZxeIQEyqMLlh0DV996dtcvLDNyfESkiRFeOFbL/PYI08ipM336zB6u7Y2ZrVaoaXCGMNq1ZBIfP1rz3P1scd47jNP8dRzj+H7gC0tXXRMRhPCtOW4D2xubXJwcsiyWRJTIgnBV/7sn8XYAikl6g//kDeuX2M6XWM8GXP+wjkuXbnAxuYG8+UREqjshN45To6PWC2WXHnkURp3jECgkiB1DVIZ2q5nb3/B3l7D3nHLsouUV6bID8MeSInYOcKqy60u/U710Y8h1saozhGbnmb/BL05hekI8S7P3feMELFGU44si3nHKzdP6MY1NkksAnN4iAyBtUfPU40Mi5A42F/lpOFB3sZ5YojDuOrD9sR7xQOOXN6fEMQUOOkPmdl11uwapy6Lp2K5NMCMlNKUQ5/0Xlvn0+hDVmTfmwicRi0qSm1ZyYZSVtxoXscJx8iMmIrZ8Jr6bJGbUvD811+hCYHZ5ozxxhj9PvpURivMRDEZF6jVSX4QmYIyKG7dmp/9nB9GC7XQD9z3f7fI4sh8OULy2SwqOvrD66jaItYfz1rSboFoDvBH+/kXC0Uaj0mXv0TqE4kOUk5q8oR4rhvUsh52MII1u8G+GlHpMgtIfY8ULaOBXJnpj4N/RgqIt0mCCv32D7dTdfqIAnHS0v3616l+9NO4c5Y2rXBELAarKpZxyTyeYHrF1A4+AQoGuwKUAStzqVwJiRUFfngIKnIC6gnoBKBp4yJXD4SmMFU+m6an9R3Jw0xNqcWIo24fqwpqW2NlyU1/kx21kz1CfEsfOjb19nB9IwiJigl545WcvM0u4LamtMbThCNk8sRTfsAwt5hkQSEN1WltTOSJif3uECklla4ozYiQeg7bE2LK45l9dPg2oIVCK83MrrNZFMORJIxURAIu9vgUWbk5QigKVaKxWUQqHYRcOQrRkUKHUiOkkehnHwd1HfcbX4cff46+WZBQCGlQyqBN/v6NzIhEHlN0rufGS9e4+OwFqolFSNBY6kcBk3d1MiO2aOkIfomWEySGiAMh8FsX0Ae7uPaExcTCeM4Tm4+w97uvcHB7jpCK9N1X6U5WzKYbnLu0Tds3/PN/8StYbXn+m/85gYSpCiKJv/AXfvYscffBc+fObf7j/+g/4Yc+/zkuXb7KycmCbLwe2D/YZ2d7CykSXbdi5TpG5Rr/8lf+Jd/46ldZzud89ks/TNu3Q6spoaSkKgqsLc+osjFEXHe/t7xMEhPz+GUbFoy14fq163zzW8/zoz/xI4gEpbaIk4Z4lGFlwXtuvnjILQ+L0QS2t/kARfW3hgv4psP1jno2+kBwqA8Ten0MAvqXb9K9dpvi2SsI+SFaJEqSRGDVLLn58oJ2JwOvOinpXU2hLZv9HnLiaH2kaUV+aDxg+N6TUsIUD1sT7yc+VC1GCsXYrtFHh5R559NFx2gYSbx/UuKdS94H/QFNXKCkYmLWGKkxCjUo1XMbYzxUH3bK82RewP3JR+8C88Mlt75zi8nOGk89fg5b2HfUFLxjCEGcrCNvvIYoI2p0v4e7Fvpscf+4wpoKsX+LcHCLNKpYzqYo3yCQSFsg7SXCxNPGls43tGFBu3fIRE0Zm2rog+fdsT09Vu2IwhOTRgTBZnnuTWLCu19sLTQhBRZhjhaSQtRvM+3y9qGG322Wx6jffoniJz5LWKsRKjGmZlTUiGDwKkOhFIqaMX3fY41Fq+zdsOgDq7SgwDIy9bABCHlhtJLo49lEmQc8HVGnPIKJGnwrCiSWSt69XoWw1MUmlSoQRHbDPjtyGysMc9/Shz63CE6nf8h1hpQiTXtMc/kSKS2BBhENEznlZlqiZJEXfDxGGrqwIsQwtIUsEzNmamfZJMstaN2KQhjaFGlCSx+z22ZIAS111rHIXEGYh5Y1VWVxZHIZ1CwMpYCqrOhiR0wh+4ZEz57bw2IodE1tJijGeB85Wu4zLSZYHGJUkIB6dI6QemKMeB9YLpek2DErzpFSoAtL+gh2qHa0fUsIHiM1pZnk98QDgSQcKhUU1RQCJDfoWkwihEQTW6IRlLailBWj116j3F8yH09YXT3H7OqEIhmK8ZSTkyNu79/g3PY5/o//2d+lvb2Pqgu+/p1v83/6e3+Pk5Ojswrl0cExq5MlFy9f4W/+nb8FQfCP/7//hN/93d/DypKnnniS3Tu3ONzb5tOf+jzrlUIlzb/+5/+Kzz3zLP/Of/C/wW6u8bWvfwOT8sjr6fdi0R1ibfm2IufloqFpOqTWjJiRWo9E8uqrr/H7X/s6f+d/+7eRSqHVhNB3rPZabi0Ft3/1Dzk5muN3tqB+q5D8A8fRHFYtwmjk9vpH97rvN4xGTUdMzm8wv3WAvbUPW2swrj7Y64XA7sGCfecIl3ayJ8QQSSvazRm3V5bbq+HZpCRsPPj0Qwj5e6o/LjjVD1h8oLPUhjaXUWUW2CmVe6B9cPjYY4TGyPsnJRIxU/8wZ4rw04V/s9hiESwLv2C/2SNWgda1KG2oZEEtskUyMExr3O/M2HSOk705y8Mlk80JO49uYkvzjjqG9wqphrl9MiQpFYrgA8q8s1/DRxnKBUgSqgnVucusYpupiyk7SIaY6GWfORQqV2/qaLDKcNQdZoiMzH/uEYz1jBgUiIQUkTY46qHMzfBJ33IMKGqVLczfLWE47ZnfbcnkaQVbVag/8Snc119Cf+EpxLQcQC0BlCLSUiiNlTUSQXSQgqML4FOii46u7xiNamISeC/QwoBynCy7TI8UmY64YHmqSMCiKIQl+ITXfXYuTYkQPZ5cQelY0oUlRigmoma/vcO0WGcZFvjkGKmaPvVYYQnCkYJDNi1RK1q/xEiNGkZXV26JETazFFIgxEjfL1AyJ08pCaBn7hb0sWdsRhhp88KvFPgeO9AoO9GTQmLDrlOZEVYaYoIQOnqZNS99cgjkWYJw3B9ihEZrSZQKT2DdzvCDJsElz9w1+H7JqFpHvnAHjhrM45fpgVVaoaOEkHLrUIFUFZ6IUhKjKlzbIyqJsgKsztWMIGhUQ5kMQmQXyyb0FCbrUFa+gZgY6YKQDAmFrWcZatUK4vUXEdMZyp4gU0R0CRYCsZHdSF96+VVefPEVfvInfgJrDdFadIRzoxFf+OHP8uu/8et0Xcd4MmK2PmVzfZOb12/yX/39/5rZeMTtm7e4eOEiKQW+8uf+LP/gH/4/+af/9F/yq//q30KCv/k3/xZPf/pJXrn+Bv/pf/l/ZjSbZBCUuKvTMtaiTTaZE0IglcQU+dnwI1/6Ir/7e1/lm994nh/+0g/zF37uz1NWY46bBfN2gdGaS1sXCd99g/n1W+wdLDhwCb+zzmJ7C68MqfyImAYpQeto9k8yTbQuEB90of4wIUQet9xZxxzOaQ7mFFpjlHrglgEAo4pU2Gxwd7qgn54vkUW+qbp30ocHO58pZQZETAitkA8rDe8rPlDSIIUY3CNdxiwP4GArLUrIM72CEIIu5HJvJFLqiruL0OmIYoaiJMaEGFilFcfdES54dNJIDZWucLEfHCHvKvdTSiyXLe1xAy4wmtZUo5Ki/nDY6pQSQpd57rqbU45K5ndOUKXBlBZTaKQcLLNPSYWDT0XmF36wZGU4aaRVRlhTjUAZdAgwdNxBEOjzuBw6n0ORMo1NQqXrYScqc4tjECieaUgS6DdRJU8/8xkYaTh2+T4+y9slFAKZ1fZrlrhsSK4nhbyICj18At+jhMy76hSyXl9KYhQ5uTFgUViVTYY637EIPdNqhBKKLmRuRSkzj8EniRUCS2YLNL7N45U4upghRhKNGv7X4QgJDNkX4vRnwqAFkAik0ujFEalbZa7W+gWUyPPzPvQ439Elf+bgmE/v3f/oQagbUiSGdjiPcsCBgxGWQMCdne88LZEEg8g44lPAx8CS/D2QyOE7JgiDBsjIuwtbHpY1CNkTyWjn4Du8iFRmQjx8DVxAP3IRn8TAVBFImYmchSpQ2KFalRARUhfQKhM0tcrXKYlhtHVIzFMIrPpVdlHVmpAiIiVc8ugIol2hTJ3FpK4jNkvYuYLTBwhlkKXGuYCILSaUbG5s8Oxzz7JzbocQemRlYNGyUY746T/z05RFyXS6Rj2q2VhfZ1yP+bkf/wnKekw1GvHo9sVh5yjYnkz58rPPcWdjiyQSwhZUo5of+7E/yRvX3uDw8Ii6qplN11hbmzJbm1KOCv7yX/2FMxrn+voGzz7zDBcvXQQSz33mGaIIBB/Z2d5GJpFRY1Lz1ONPslZNsV1gtXfE0cmKflSjplMOigJXWNJs8tH0z1MihUjYP8Y3Hcoa9Nr4kxsdlBIKizm3RnPrAHe8RGiFNrMBwPYAz0Wt3v1zCAEfRjMB0AweOEYjioeMhvcTHyhpMMLgcfh7ZtNPKw45RB6ZjIHGr1j5JYGIkQVGibOF7LR3T5JYaalURaEKFv0cBn1EkHmUjJSFe9FHYhwGyrTk+GCObBz1dEy9MTrbCXyYOFOkJ4eKHaNZzeL2CWHlKEYhJyUyK8G1UQh59/Nk8uWHuJGFIDXLDBqpa1IMmSY5vKQeFthK1mRznGzOdAoQqm2dF6lh4VKIrKInIVKmE76Zp3A3hoXvlACdIqeOj++UONzvZwFnSUbK6ndRZd5ATBmlLJMipo4Q8k5WIAnDGKVW2XQrJbLfh7QgPIGIFz2LsKCKo0zO8xmBnZl+0AuwQ2/dx0gbVhhV0KeOLrV4PFZklYdJGTkthqQoCfAMfgLk6R0tNDJ41Kol9T2xLAlrm+jGE2OgDx1t6HAyH3e6Z0oh+41EzEBaDCkQBkZF67tcpVM2tzFElzHcMffNpZT0yWFCO7xeFjh2oc2juLIcJivyz471BCXVWYKokKSY0EoPnylikCRdYlVJ7xNCa+TWOjTHIBJJ5nNhhMWSkJwar0VSjKRVrlxl3Y1ESIEjErpAUpmB4YKn85mXUag6u6jGQOo6ZGqgC6CKPGYbEkkplKzBVKjKosYFnXPgHb1suHT5PI9cvYSWFtd16NqS9k+YCMOXv/TlPHaaNKntST4gUuJv/OIvkgREVQzHCul4iVgs+fHPfY6kNRSWNLIobfnM+md48ukncb6n1IbC1HSuyah4NeGv/Y2/kidpfGBzY51zW1v5+viWS1cucPnKhTNkdQZyJmpT8qnHnkJeeoywf8TJfMHJZIK6tEOxtUF7lCFOjD6CtsSQMKRFQ783iC2nddYWfIIhBJjtdfrjJbHtcYdz1KiE8cdkof0BIwFp2eYx1eoDVkP+GMYHWmGzcVHBm4s54h7lfZdaFt3JQEtMhOTY73bZKXcIgxNh3hkJSjXKCm9p2Cg2z0YCIQvrXOyY6tyjOz4+oVv2iCSoN0cs7sy58uwFylH5tvqFD4KnFkBqD1CjGWrrEcbtivHGmN03suXs/PCEvnWMZxM2LsywpUZIkEmAeCvD4O2O5a3ndJjGQEB3AuMZ1DPw/X0/p4S6D2OthD5LKEqV5VRSMJxjhxCKPrYsXfZcqAejpjefj1Pao0/+rKcbCOj30KPcGyGFXOGQGtEHuq++gD2/jas0QZ3ioRVtv6BSYxC5zz13LRNqEiBlXqi6LkvStM1eGGNTYpWl7ZdYa1nTY0SSeBcIqTkT5CUiQkYKnfv/QSd0tJSxYmbHNKnlwB0wFlkU6WJH41eUpsrVG6WodZVbVNdfJlU1YXqOplAc9HeolaWNLU5IkjT42DEsA/joiDHcd17VQFFNKdG4FYt+zrpdo9YVRljasMRHl62XB1fNPJIZaUNLpSvW7BQtTK4IIAmnrRhhSfKURnqa8EV88mglESiMrFC2wKaMqqbMHiPJtTSxRSVw2oO0VMJkNUjqwed7S0dDaBrstEQomWdxBjZE65dELK1vaUNHJOFVZC0UqNAjVkvE8QFV17B65HGa41uYYLBqTKqnpKMl1BY9G2ELy8nBgrWdihO3j3CSQlRM7BqtXzBSa/iDY9KyRTx+nhgc7uQE99ot4n5eMEc/9QWcBSsr4s1DmudfJjUd9vI64tFLUFf46DhubqGEQQuDSwlPANdBSKzCEgYdilUFaUj2YkoDfySx6I8pbImVFXIQYfvQZ+dFFwl3Dumu30EWhm/uzln70UdZlBVHpwnDRxGnCcOypXv1Fq7rGZ3fRG9M4ZPeMYvcxhpd3KS5dUBYtYRbB6gnL901OPmkY3gW94dzkguZz/BR6kt+gONjU36UoqYoS1q/YukWuOS4XF/hVnODJrQYZdiwa+x3B0xtGDgNeUdjCglk/whHYMGcKessVj3Ht0+wWlFPKo7e2GM0HaP0e+3uM8L6/YZUJu+KEER/Vy29dXnt7P+nlJjvLti/vkdsPbawrD2yhX4XGbRLLjvtpTTsAjmzyj71ppDqo1E8S2QGPkHG1BYljV9y4o6YsvaO1YZ7dShvN+nybtHGBi00pVLoJGD3iPTjn+HE7dEvOjJd0DCWExLg+m7gd+T3XHQdLXnxqbB0LJi4CU4nSCF7amAoRcnAIMJYhaakigUuWXp6HC3W5mNfE2OkFMQErQ+sZM+a2ICUr4eVJTvFOfRAHjUyv76cH4JvWKqSVvT4PrA+AJ+MLTjpj1m6ZZ54CD1SZD5BGMaSIaPNYSBjDkJFJRTLsGK5akjpGrUZZd4Agj5msJUMHWNVs1mu59YD0MUlhRwhSMMoZR6N3A93SH2XzeGkoQ89KbaUYTpU9hTWQNe1xFCRfEtSEoegsCVhcN30ROZhSR0rlDYE3XOyu+Dk9pKlWHJ18zJGFyQyuEsEzXQ0pe97jDZorbFJUx4tqOavILXFj6e0jz3LXHu8S4zWLlCYCtF52t8+xD//W9S/+GdQW2O6o0OOF8dMY0VdjHAxT5I0nFDYrDM4K28fnCBXK7qvvYD89BPITz9C5xv2Fq9RmwlTtYY8XkEfKL7yJWL0LNyC1WIPFxxrdp1ERAmNJGFTvi63m+uMzWQwi8stKMWQ9A3AspBy9S64gJc9cqjmCKGwtqb9ta+B1ZgntuHwOrOtTeYeGhf4SMMH/O4x3Y09gg9ML2zAzvp9YsFPPNbGFJ3D+cjqcMFk/wTWJx++pfBRREowb+iajno6Qn8SGpDv0/hASUNIpyNfjrF+K8rzbp8/YVWFVSXTFJn7I+buBCMNtSwpVc3EeGpVcRKzy1/B8PC2Bd45BtwNfei48Yc3KddLxptjxpOa8cYIIWRuEbzrQvsAExRSws1XwI6J5ehsp3Hv5zqN8eaIaq1ivr+kmTcc3Nxnuj6mXquR6q3vaYQhIAk4QnRYWSFIuNjhYo+Smpr8wIop3Pfe7xQpRbqYmDtBrQWVEoOXy/3HGkNEY6jViNYvQUSsLAe+xd34MFqQStW5mhIguQTjEV44jCqyGDF5LBYIWTSLJ0rQCJzxSJeH5PJGxWazreAg6XxdhEEj6N0CoyuU1INew9ALBpPlnjblCYgqVHmO/xT7TGSSJrjh39XgMjqys0xTFDov4CnB/i79hUushjREIwkkjrt9+tTThe4sSWC4XkpIioGFkScacvVMkIWBSmpc6PNMuMhTQSufNRJySHqVkISYHUg711PrmomZYkWVgVnSoMmth92wi+hbXEzE1CJCgw89egA/5ZaFpo8OsMTfeSGbLW3NSDEQokPpITGMHhFyW65zLb3vaFxPLGDr8gZROFYpoJH5PGlFwBMN6FCg+oBZ5p10e/k8KEWSkiQDwYPSAq7fxN1eEI4a1MaM+ocewWnH/OSQ+WKOHVX0whETxBAIzjF3S/T4PM41mMe3MUtPvLFPXLWIH38WUdUIJbBFwUxvZHMwpRG1QUxKdIq0wedrLqDUxaClKXJVR+TvkIuOtWITwenos8AlN5QdOVX3DNjtmj5FpMrJEjHCrX1Wv/lvEX2HfGSDIGuWGxfhzuu0KeLexrfmA0VKsGxpbx3g5ysSML64CTsb2VPke2EXfxpCINbGyJQQ13Zpru9RVgWytINfzCcXyQf663tZBLk2/mSEo9+n8cHaE4jBzvntvwinJMLOt0gp0dJkJTo9s2KGFQVaGk76E7rYnBnrFLLMDyQxCLF0FouN0oiT3TmL+ZLxZoU1Gm3eH4jj3RbBlKCPeTFRQqDkIOtrVrC5nvuf7+AnIQYmv9KK8VqN1JLVcsXiZEnfO+ppja3MfX4CudefzoR/IeXkIcSIEJJKVLg7r0G/zMYp0Q1O2HfFiD66XE5XNXKgciohKFViFaALHYUCKxVG3t11zN0xK78ipkitCqJPoIde9bDLXbklU7uGlg9+W5xqklwIhMahjjxqbUJKkkKWeZEZFP29dLSxQwmZvRGIVLJA6rx4RiJCSipqPC0+dcgoM+4YDUiEyAzHlERGQhPoU08TG7rYYVXFRIOIAlJekrXIpEUhBcFHvI+40DIal0QiRmik60nzI7CSufCsQovzOcloWNH4Bp/cMB6ZtQhamSxiHLQFLvb46NkophS6zFP+bSZansol838zRwE4s2mWA6SiH1oWfejpfIeSWdeydAusNCilMWh8ysmBEgKRPC4FhKzRCHzq6UNLcp6x3kD0fZ5jVzozGaKiSSusKDO8S0akDIiY6E889GBLS9KJtu9IEUplUBK8ENlWPYHuHLpziBhJkxHH9GhMVptETylr5Ov7pOOeZDTisW3CuESZGaJdkLpAcGA3FChJ7x3Re2L0kCInbkEpDLqwdE5xHBzbGzPiuAKpOTg45JU3XuXJq09RjywvXXsV6xKXL2zSffNV9KeuUqaSOFz/nGzm55gUgoRAy6xFCSnbtpPSwDvhbHwZBFIprK6RXU+6cYA/XpCaFRzO2VMaszmmGE8QnWD35ITj0RQn5Ts8KR8wYiQtWrrbh4RFg9QKvTlFbU7/yJkM7zeE1ahJTbE5o909yq2krRnik2wFtD3peIFbtRRrY+SofAh1eoD4gNMTGfmMeOdfz3jnPEgfU0SJDIdas7mV4EJPE5b46PHJU8oKhSKKgKGgwGC0wWIpXMnh4THlpKCsivcFa3q/4RM4nzASRhbomjw5UViSkmcmS+8WRW2RWhJlwi86mkVLAmIqqUblfYnL6cNDCUUcStunGGxSgTu4iVCDTiF6RIrDTjknH33smbtjYoqUusZIjRaSWiW6CH2MKJkGLcLdWIUVh/0hIXpkuUk5jCv66AjRswgrVm7B2Ez4YLeFGEaeEjhHappsMzs8pDP7weNxIAVCSmTSGBRBeCosSQtkyrqKGLNw1gtNSF1O3iJn58rFzAYASet7JAJH9tM4xc9Kke4Tap4yQwyGrmlYLVqi92gpKasC5R20K3y3hEnNiZvT+x4f3Jk2x6eQLY3v++SC0/ZYTIE2tMQUGekaZQxt6LN4MfanG9ezCYvTOG3Pnfl3DALKGHKCIUSL1WVOslVBLUZUsmIpVlmoOlARk5BIYYYKVouL2ZVSWY2clYTjDrFsUF1Ea0sX9jPtUGiETET6PBXQBpIHaQQhuMGrI6JSQum8Q88Jk8a4Fuk6QlHQV5pmuaBEYIdk1wpLfO0IMZ3AhTW4OCX6QAwKOT+ARUZ+6XP5XDrniMFzusVf+DlVucliueTOzX1eevVlfuFP/EmC0AihODg45qu/8zXOTy9RVyNee/11RqOaK49cpvvWa9hnHqVS9RlSPSfsIXuInFZ4yNoEgTxL7HTM+PAz4zWRRal3bt1hq54QThr83jFxviB0He1Tj+NHNU5JQuO4s2hZjLfu0so+TPhAanvC/jH94RxVWfT6BLsxhfpDUCQ/7pASWVrM1pT+cI4/XCDKAmX0J4Nsdp64bPAH80w03pohSntmUvgw3js+8FU7RQe/W9RmRB6RlMObWbTgrMJQ6pIQElF5Fn5BcAErNGvlJrWsEUj63rFcNUgpePrzj51NK7xTPKjw0QrYdxGrJGMN6vY11PkncFo+kGulsZrNrRlswWJ/wcGdI5plw4XHts92j6f4ayuLwWbZ0NGR0kCcIyFTIs3WSWVJiD0utYA4Y9q70OOi46g/YFPoocSe/Qm2CoELNUpmMeS95yP7RAhciiz8kq1iBy1N1jn0xxy5Y2Z2BsMC+xZDqrPXeZu/FzkJAIkWCqkB0xLdUCk5vSZCoJRhiiHIUeZ1iIjWKvuTpEhCkqKgcS2iABtM1jykRHCRo/4IK02e3BF554cQaASFKKhshZACHQzR5/FgxLCrTw6FwveRwxtHLPcXjMeWO6uOi4/tII538dGx2txAIVgs9hBhODaZZ/fv2qDnysKp0VQfenzizFMDoE+Rrj1h4eY0Lk8W5GQxcuqZooRCSc1IZzHwyucSv5UGLTWVHjE2Y+b9CVM7yyClGJEpV+acGbFo97IBFoKgLEZofHDDWKciGUuQAfPYDuH3XyTeuI23FvHEDnSSXnUYFZFKsnA9HT2xDrh5JK0S4y1LmxoiHpEyiUMqaGPLTrlNsVgShaBfG3PU7eXroEsqU2KTQR1Dt+xRnzpH2K7o3BIlCuTyGLShx7Fql4xTSWj7wY8jIYVAGBAiUOia77z0Lf71r/wv/Oav/SZfeeI5qp3HSUbSdj3X37jFcrlEqR183+KMgsJgH71IOFnAbAQmV2uMtMjouedRgVL5uhnkfelciJHoO5IEqSS+TfwP//Af8td/9mepzm0hL23jgXY+ZzJbw0lJM18xP/Icbl1838+Pd4yU8v20bIl3Dlnun6Ctoby4hZqNvj9cGbVCjCrGm1NOdo+QBye5hbo5u/ug+qOImEgnK9z+Cd18RTWpB43Fw4ThQeJjS/XeC7HsY95lX6wv41PPUq5IJEpR4VMeszy4tsficEWMiZ1Lm7kl8b7usfcnfBQCtISRzWNzUgLOEQqT9QTvMu3wbjHaGOFcZLVq2ds9YTaZUNR3T7UQglKM6EL2G1j5JSFF+uhY9w1JKxZpiescF+vLKFRG2aZEIfMDuRAl8/6IuWtRUmFkQSnr7AfxpggElv2C1rdnO6tCZ8JfrUcoNFaVOYkjT0+8mXp5ukt783XNJfa8kHnVI6VBHR2hXt9Hf/5JehHyLo449NGzI6UQConAx8hBu0KYFt90pNATY4+PPasVGFViBwhYF3tWRHTMI7oWhQ4Jhr58pxxWFFSxfIv/Rx5HVMxXLS999VWUkGxsr3HpqfPMd+fc+fp3CFhEUcFJw/JkQV1PcSKw6JbM2xWTqwXK3n1dIw0XxxcobMGRm2OloRCG+WrOjdVNri2u333v4XiU1MiUqQ4ZThUGD4oOKy071TaFLri+vEkpC0pZMNUzpnrGIsyxWKRWZ6/X9sdoNQIZSMNEUh/7PH6qS0pZUakSooTpFua5jvDKDbrff4Gi6bj8xWdYujnOL4nu7qSOnkjCKhKXgqmd0NGQkszXP4FxglmxQ7G/j0iJvjQcdMcIp1HGolWBocS2ieU//3XGv/QTLJWnbRf42FGUiXTrDZrzF1i6SNuuGFNmLUj2riUEj5t7ntp6kiQTf/CNr/HyK6/yU1/5af7xC7/PX3zkPOP1WYZ+3RPrs02KqkJYg/3sk/yL//Gf8uIbrxJS5OLFi/zSL/4CRwcn/Nqv/Ro3b9/GWs0XvvAZfuSH/ySLxQmvvfoad+7cIYTA1775TT7z3HN8/gtfwMrEV3/zd/h//I//E0cx8OQTj/H0M89x9YlneP7V1/j1/+G/pyornv3MZ/n0F36IYtXw6kn74VoTvSfdOaI/nNM3HdWkxjx2AcqP2cHyow4p4OoOdtXSzVd456lTgj8qcmVKsHfE6uYBsXcU4wr92IU/2qTlByQ+lqThdDe6CivkMBFx70O8HNwuF35BILAXDiiFpRI1VhYUFOy+fsjiuMGMNbMLE8ZF5pq/P6He+8scMzQoMtUSrWXWaBjzPhOTdw4hBNOtGj0X7N88Yv+lA+xIU2/UjNdGTCZ5xKJQBYUqhrFSR5d63MWLzJoOUxSsqgkH7R18ihhh0VIih5s8iERpxmf91pAC+90eRilKWaGlvbuwhPbMXVQKeTayeQoDKnWBUndn/d8MbPLJs3Ir2tAQUmBiJxSyJCaPS/m4IZECTE2JDJmgKUaWpTug1mO0NEhZoLH0jce3HV3j6EJPKDtSuSDFU8DU3cesG4ykAHxwGBJGlcQmkYzG1AWL7pBCWTQ1RumzMcfTiCHSNj37N/a5c+OAzcsbrG+tMZmOMEaz5g+ZXdymKyp6qYjes/PoJoLIQX+IP+jobhfIE4vbaLPD68DI2Ov2UJ0ZPFYkrQicuPnZuT8zYxMCKy1Tu5bvs8H4rIs9UzvBGJs5J0nQ+p4rk0fRSgOJuc/VipQSUzvJ3hMJSpmvo/OLs6qYEIJZvUUpi+zuKbKErwsDeGltA/WZKaPLC7rf+DrLl15D/9DTxHMVrYp0w4ivUBDw9NEx7xdYijxeSHZCtdpCHxEnK9jYRI0qRu0x3kTWiyl6t4Mbu6x2D+HPfZGl8fiwwscVLjomxTqIzK3og8vTNASMlQiXbwElJNrk78q1a6+RYuTpp57iz3/lp/l7/8V/yVd++MeorSV07uxat53jN37zt9ja3OLTz32af/Ob/4b/z//0j/npP/tnma3P0EYjpeJkuc/m5jqb6xvs7x/w9/6Lv8/f/c+fJCbPP/ln/4w//Oa3+Pmf/xn+5I/8Cf7b/+YfcHxwxOc+93nWz28B8MwXfoRHHruA0iXf/IPn+W/+6/8rf/mv/w1uvPE6z3/9D7j26iv8zF/+ZerG0bjwttbp7xopQe/zOOWyyUyO7TXEpS3QOucL309Jw3CsxdXzcH0Pd7JkcW2PsQ9wfuPjaw+ESOod8cY+q6MFUgiKjSnm/Abie2nS5PsoPtamUhbYdbjYMdZTmrDAD6I/LQ3rxcYwGmixokAEQbto6RrP8nhJvVZSzAzKygFA895fkgdV/2uZaXiCwR0xfDSjUVIpylHJ5oV1puue+eGSdt4RXSR1ienWiCauzmbzxUAJlMWEMN9HuA4bCmJdkkJLh8cnTUHB2EwQZHdC53O7wieXKxF6gicSQgMpUeiaQlo2q3NMwhQpFDMzu+dcZuDT4BfKvY+3zAvwNH5F41dZsKjrs51dGpoqDK0VK3JJ/bQdJY2h73pM6hEpX3MS7F0/QOu8yGok/Umi2Q+omcCWEqUl4TRvGD7XaRhVs7zVEZ2HWlGJirIYQ+zpVh2rpofm5OznbVHgOke36kFEzu2ss35ujXoywhARd26gqopYreWEg0SM+Z477k9YscThMsCrzL4QgzqVmBKtaxFkzUIrV5ySHM90KvdEJOO2RzqTESEne1aanOcOiUQgUesin9mURZJqEGoZZc50EQCFmeDDPmKwsc6vm5HtUarc1ooSnwJKBJCQFLAxQvzQM6iFI75xG9lOqJ86j2QJyYNReJnwIiGUQoQ8liliykRKISiTRDhPahZoLRjbTDA1yhBv3yY2DenZCzC1eJEJnAidnQ+FwJFY7rYkkSjWDZ1vMUU9aE8AqVHaoITha7/7PETB1atXqOuKo8WSO/uH1Oub94mNU0q0bUvX9XRtx6/+6r/lR778ZT71yCPMtjaRkzEg2Frfpmt7lvMVYTfgfWD/zh6T9TEpBiaTEV/8/A8x8ZGd81s0XcO8XbG5cx6pNRevXOXC9jnu3LjJN57/BuOqIKVIVY157eVXeemFF/jZX/4rTJSg92doi/cXIUDrYNXilg26tOjpCLk+zjyB7+MQZaZFSqMJxwtWe8fIzmGmowyAKj8kYyIl8AF8IK46wqrFrTrSssEYhVqboGajrGP4fkq6vofiY00atNAE/Nku6O4ikwVGpaxIJGpR49tA03S4laNtHFIJRrOaYmzu6TCmgQ3y0VxsIQT6npnhdOoP/BG9trEGY7OQSkhJs2wJPrA8XmJLjSv63FpIhhgiEPEkOqNQfYdsE7Ye4YWkG1oAUWjE0CLoQ+Yc+OSzKE3IgQngSSm3V2TMBjzlUObXUlGr7GCYZeLZDXEVVlhpebOjZSAMPgYCLTLw5nQHm5CIIEkddK3Ln1UOhZpBa5Fn3u9Cv5wPNIsVs83ZgPvO79OtemIT8AGiFKeG3hmaZfPEAwFCo5E9aCnBCdpjx+TCmPnigGbRgVP5M0tBjIl2scC7gFSC6WbNaFJTTiq0BNF0pFUD2+eIZQb5nOLAfYo0scmma0qgC4n3ATN89kjGoIeYr5se7LeNNJS6pAvdAEFTQ/soC4CNNGhpKZQddCrDeU7+zHa9kAIlMtlRJomS8j6uxukxhuSp9IRWLkCkbDEuVL4ncANiOiFFJlMmmc4cTLEarmxS9Zr+X93MQKPHDVHZ/PmEQCuN0hqRBMREEB4ZB5Ow6FGqJIoEISB6R+kCaEs8OoKmI40t8ZEZLrakEPLYLYKEpO87fJfoY0SMBXac0d6KPJ0RU8z6A1VB0nzrGy+glWZUjXnhhRchRl56+VU2L17IlsZvE845XnrxZX75F36JnemM8XSGnuUR8ZdefIVlNye4PAFTViWr5YrxbERpC9YnUy5tnCMtl2xfvEhQ0LiecjxBKs1kNmVST7jWvsr1G2+wNpvQrI5RCsqyxBZ5hO+Bn1S9y4vdyQrR9cgiCx71dPTRUCQ/6VASNakQKn+n++MFbu8kCxS7HlEVqAEfnbVrQ4p8ugTEdKbzSMOES7onI0sxkZwDF4jLlth2RB8QZYGZjZBrY0T1yY98fj/Hx5o0GGnuG/sb6SlpIBXmInQkpIhOhpODJe2iPRM5bpybUVfVUKI9FeJlr4rvtxBCsL4zZerHLE9WHO8es3/jmMnVktpUOJFLwjG2rNySNBtTrDSm7Sg7T1+McGkBKRBSRxOWSJHZFUZZrMwufOFsPC+L9IRQtHFFComQsj+FyvNkmQuBzMTI5Ljd3maz2GBq1rKYL95N1awqsDq3QrrYIaQdqJEKnKQ7TKz2OphorOywPttpyxhYK7JLaErZ6XC16rGlZW17gh12FeONERSKxXxJf9Tg+wGKRCJVglRLjNGkYPD7ge2LW5STiuV8xdHuCdPNKc0dcH1iulGxeWEdqSTBR1795nV0pVnbmbC+kRcMISU0C1LXQrVGqMYQI33saGM7gLcsaEVNja4VwiXmuxE9ixhbnU2+pJQFe7UesWbWmOhJNtHyiwyp0jUjXVPqAucDIzMikuijo7xHVS+5q9fRwkCMaOTZ391bbYkp0qceHx0TPaUwE6JIuT0bHP3QYkgpIrSkMDanoynR+Z6UIkr7vAjWF5HjETEJ4sESNiXaGPq+I8lAMhC7mN9fDx4oMdG4BmdKZKHz+UOhbt0k9S3+D1/GPHMJcWWDVeyZ93PUwD5IMRJD4LA5JC4kescgJgJvU4Z0iRHJJPrUEkmUYkS7cly7dh2tNG3b8Z1vv8D22pSvfvX3eOzZJ9+xG5lSwntHPSkRZUXwETlfEGcT/v7//f/G0088yROPPYaRKi9NKUEaOBQusrqzj9zaQtRr+NThwt02SIzDFihGvOtRJEK/QinJ0889RT36UQAWIfGetcvh2qYQ4XiJ3z+hPV6iS0t1ZTszBD6JSYOPK7RCTmvkqERXlsW1PfrjJeJ4iVSSoi6R4ypPr53uKk4rwD5P8aQQiT6QfK4Q52uXHStjiPn3BCijKaYjzM5Gdtt8qGH40PFHficKobDDLPuJP8SKghuv7KOjYbqWscxv/3sZ8vRHER8RhuUtobRksl5T1Yabf3iD1b7CbBbUxZjajDhxh7T9Mc4tENUIZUeMbt6keu5HOFzeYuVXuOTBLdmuLjJS40H41rEKc4SSzNR0aFf0RHxmXuhcTZADmKcJeWICspJcS8tUz858M7yL+D7jkIs66y5OQw9+9XkSxIDrCY3j/NMXWc2XHO6eUB0tmWkBLuZyOHk30Dcdx9f3B6DQ3S+vEILtnQ22dzZoQ0MfO0JyLNyKpunobnc0iwZtFE999nG0zt4CwiikNdx6/jqUiguP7lCOy0EJn8/3hc8+gpaC4nRhkRLjIB0dEkJPvPxEnn8f0Ocd7cCOWCJToo0tbecIjaAeF2jFMMaZp4J87FlXFdv2AkaVw90T6WPPxIzZKraYmGluV6h8/wshCDFkPwlpCFnmmhd5EoWsySvh8DAUd6W9ucqUEcJtaJnoKRvFNlEGetGziAu6eb62IXbE6CBJJIau7+jcAh8dQlpKU7Lq5ox/9NOkF67R/dbXKX/pyyy6li5FmuRwqSUmDakj9aBlQSULqjYiX3uBcOUpGuVJSjJ96jPEf/Ir6FFCXJjg18f4Zo53AU/IKGyZ9S4v//bLPPmpZ5lu1ig78EbI1ax9v4vzPVIq1kZT/n+/8i/4/Oc/z5/+Uz/B5z/3OQD6vuFv/ft/m9sHe6xvvL2YzhjDk08+yW/91u/w57/yM0zHU/xixdGdPW68eo3/8K/9DZ66epXvvPIK/2Bvn36+YnFnjlv1qKqgenSHudd478A5Yh8QgNWKo/mCnY11zm1t8NlPPcPvfPVr/Imf+jlsURCDJ96TYLyfSL0nXtulPV4QfcSOSoonL+W++w9qGV1JxLk1JrMxLFb44xV+vsK1Pf3R4n2/jFQya7K0pLAFQknUtEaM6+wn8YOUcH0PxCd2NrUwTNQ6i1VDN2+wFwv05iffr0vGEIN/V5+IDxcCXVgufe4KN791DW+LXLI2ipnZZKpnLMOCED0OTzMZUe6/wmS0xdjkhGAV5izDIkOTzhwJ8rnzqWfeH9OFrNoORCZ6SqXLPFMvCgwWXRZ0MVucK6EYqZr9vTm7u9cyqEjnxalr8sPPWIWpLHZcsL4+Rem7HhsCMEjq8YhFe0y/WtIuVtRVBf2K6COHd4453p9Tb47Y3l5/W2ImQCFLrMxJytRskKoEa5xlcuqeETOjJaO6YDGuuPnGbdbOryHl0NaMCR8iywi1khT37DDCwTXUeIIaTYnk0cHD9gCv/NBe8egkWfUr4gBPMmgcHXU9JvmADw6kYaJHTMwEYzTgWYWGvW6Pc+UWW+UOAuhiA0hOukMmxRqFLLKYUBXZgpvM2sjeGYkudbkMO1Aj5ZkbCLjU45MHCVvmHH7opsmUtUEijonKo4XIgKgUSW6BNPn+0GaEGjQPEsMyLobK1ECptCWr5V4WTUZBQU2VZvS2YUMUaB8QqwXu4BbhiadZ9Ut8n1kXOimmP/cVlv/dv0D3CmJk1R2ghUEKg9WWYjB32pvs028cs7KRStWUokQHDUTGYsKkmGF1gUqG3/293+Mv/fwvcvXyI5kUGR1lOeZHP/dFVvMjFs0xk+mEcqYQAup6RFVXzGZT/s7f/g/4z/7u3+XX/vWvkXzg4oWL/O//4/+IL3zpi/xX/+//DqM1VVXxhR/5IayqGG1WVJsT5oeJvWDylIuxCFUi7RRbFPyZn/uL/P3/9P/AFz/3Wb78J77Mn/rTP823vvUt/pP/3X8IUrNxbptnnvsUP/fLf+W9HwchklYdq5euE3pHMaow5yeI7TXEH5cSutWwPkGtjVExC0CLoaJw3wSbVnfbClLclwzklug9yZUQZ9WGh/HRxseeNJzOpL9lBE4IRBQ0Bx3VWsFkVFPp4owmKXln46cHjZQSLjmMMO/8mimRYhzKYB9XwnBXjyG1ZHJ+ncXxivnJkqKyjDYmlIWmUmOSTKAimIr+1nWWfYFvwbU9TeyRZcd4q6cwFjEI0xRqmKNPw0ifopQFRhna0BJSoNYMZj0aKWtgACAlidtbsbm9hi505hsA3vu8ow4J7zxu4dhvDpA+Iqyh7z2u9ygjs9vjqKLRgoPFnOaV6xmE1OfS4mx9zHhj8q6sm1MY092/4B3Lz0IIlFFsXlpDyERZFZw+JVKCPSeodJ4uaQPoYcRWTmekZkU6PiCtb3LcHQ1C0nzOtNRIn23GjdIkLWhVz9HrLf1rgYWbQ0pUtmS6uUbQnoVbnk07SGBi13Cppw/ZxbJQFpvGtC6gTMTIjCn20REHP4dsNx+Yu2NCikghsEJTSIMc9A+1GWOEIZJwPuFEpA+SSglKJTHSUpkKl3q0MGdtpuCzk2iSmQ1h1BiDzu0CBbI0iKIkfus6+rwkyEzdjMnTtEvG5Ri9WmBWDSIF4oVLuJQG34w87rl0C+piRkpZJIqQwyjvOLerhiqLI3t+zNQGpSgQcfCWEJJlWKCEIRFxsUfrgr/213+ZRy8/RlkWhJBNwVJK/Pxf+BmKyRis5rlnPsPFi+expuSXfuEXMNYgpGBn+zz/65/9eQIKEFSjEULCv/fv/Q2apkUKiUJA23Hl8aeQZeJHf/InOekCMUFwHT/05S8jkIxGI1oEP/nn/jyf/vwXWJtN2d7aoprN+Jm//FdZzBckISiKgsksV0zbEN9ZBNn2hJMV7e4RoXOUWzP0KaHw+4G/8FHE6fNYDN96mUDKjHJ/88btNBGA4bnwxySp+h6LB0oasvgk6woeZEF/p6mHBIQuoIzBSo0ewCpnzLx3ED2+E2jogxzDWbge0SxI40EkeA/l7+OKem2ECwHX9rjWcbx3gi8MtrLo0qC0JKU8AtgerxDSopTCJEvvPMuDFZ3qB5ogWJGxwoGEQGU2vrXYoZwvEYNHQkZHiyjxIRC8J7pI8IF6UmGrU2vk02sh8D7Sdy6PJAZPinmUUSnJeDZCKZnFq5MKURWsAG0NwSUwYApDMS6xhSESHsQN5F1DSkE5Ktg4v4a2Oo+gprwR8Slv2AP5WWRO8cDVCJYLYt/gZ1M6GlrfQRQYLMZmgaZRFqM1aIFIguVY4ekJIiAcJAdpTdCEFp8ilaiyr4oeZ1fLsKKP2ZhMkOiDGE6nQEtFSA4joQkNMfnc8iBDuPrgaKOjEwInLWpgVUgh0NIi0LncLxIuJWKAkASVyqJXmRR9l++rQMLWRRZmSo2RergHElHm75Gc1qhzG7jvXmP0yKdwItCneTZskxETEnq1QiZIVQ2TCdJBwA3TIgmZAmm+JJtq9cTkMapESzMkDYN7qghIqylVhU6KPjT40KHN2oDozhNWCUOInueeeRolDDEMNM6U8L7j6pOPZ6VsiOAcrAJiQ/LYY1fzzdF7ePUWn33mU8hRDVqDD7jXb/H0xhZ5ClmQQsI3DeXGhL3DI6rZFklo9lYd0XUUa5s52Ulwe9lRb23z1PYOPiW6JNhtPeuPPMb5AUPvU8Il2Ft17+w5sWzwJyv88ZKwbNFrY/TmdEAa/zEup5/y6B/G92w8WNIwUOxOZ7+Bty3j37uYv3ns7L6fI/ed3SIRp4lYZoW3Ohsqe6eb53Qxe3/ZuBDizEXybUNKZNcijg8IVx8lOy6pd3n/Dx9CCEyh2Lq4Tt/0rI5X7N85IghJuTainNaUlcH2DqoR4Y5jfH7KeGtC3wbmywWL3TkuZNIgKVEIRRsj2iq0LpBK40rBSCpGekQQgeAdSmX1fd96mq6jaztSB6rOo3/3J2X5HBijMEYxGmcFt/eBftnnRXtyquoWlEpgC8toOmN09RLt6vi+z51S+sjrOEIIqkl1z59zFbNQEFIkpmGsVmShW5QGhCKSsvGUdCz9AoGgTDWFLGHgVfTRZb8CraguWhZ+RY0lHUI8ijSioRlaQTZZLAWVHrHsc7VAiJxg96HnOM4pRY13AiEMUnimxrDyC2JKlLJkYkbUpuS4O+LEZRO3LgWKgbOxcicoWWBVTWUrDIqVSCw8NIAuQEmL7iXNkaNbRBD5tQF0ZTFSD7yPiBU5UZfrU7Qs6Z9/kXFf0KjA3C1IPlDVFtEs0M4TZ+v42ZQYW7QoWPk5bkAyl9LAjX3EqKAXPTG0KKmJhDO4lhKKKBOiEBm9HhNdaOj6BaUaZ7R5cIPWRuN9l/Hyg5zwzIOl7zBa5ipF0xBu7pG6HvnUZSjz2K9cdLS/+4eUX/lRQmUQWpJOevrffxEulrRNJIY8UmrqCnF5k1t3jjmUmqW1dMPcb9VGhMgtrz4mai2ZacEqJJqQcDFRDX+X21GwDIk2vGkSK+WNUHIedo9xx0u885i6oHzkHKIsHgr1Hsb3fDxQ0uBST4/OoJd0z6gid3tPDyJYlEpy/rEtvvVvX8QWC6QSFNP35qiLd0lEPkhIqZBSku1p7Ec2dvl+w1YWW1lmOzOCjxzcPOb263v4ZkUdGq7+qS/THbxEmTLqtxxJytE65waaWnYdddAqHJHUOgiRGBPLecfu7Ztv23FpY8AZDwWsmQ02rq6jVK5GJAEq3b2Ob67qaK3Qs/ud4ayt6H/9a6TOo599jLadv+U9hRBvoU1+nDExiVJlR4E+9ZSqJs1XCB8ISrKKjr7vqW2JMQarCnSSdK5FG0XbtkQBRucWgRKSqZnRa0+jGoqxRaQRITpa39KGjsP+gJmZcaG+SCINluQLLo0us/QjNEuMdAip2Wt36elypUB6lNBM7QSfIpdGj5BSYumWJDxWGApdoqVFCk0goFBsWIGWiaWP7Pfg44I7v/c6ygnqUcVofcS1r18D8qTK2s6M9Z0JQuSZBhIobZDrFfZLn2P1//pn7D92lWatppjUFLpA7F2jv/oEwlS4vmWv2QUBFoGUGitLKlnR/c7vo37+T9LbnrZfQYhM7JRCaMQ9iG2G99UoKjVGWEWHY+ka1uyMUtUYac+mprKb6d3NilCK8OI30OvbyNkWaXoZ99vfxv2rr1J++kkIgf7aTcoffRa1NmLp5kifeSSJxEvLPb5z55BV77HasD1d58nrY467JQszold3NxnNmxb/lY+sPO/5d2+OlBJ0jv6Fa/Rtj7aaamOKvrT1PWs49TAexpvjgZ7eVhQUokCgBuJCzGhef4SRZeYFEFnXD4YGnY4t040R9bR+oN/7qELFgIjxvUej/ghCacnW5XW2Lq3RHy+587sv8PxvPc/x0ZJy9PYJlURmgVkNBUBtz5KE6XaCtPWW3+liFss1fkETGipT0LEipZqYfC4tSwupo1BrZ2yIdzxuUxBeeBm/e4S6cA7z5GX6vvmQZ+PDxflSoE2F8h6xOkHvv4EIGmQgbpxHTXbYjIFQrDHvjpFYwOIIaKPousEvAkFKkTYtuVBfpPENyYA2Je3rDnEZFm6JlA2lKtm06yxjw3F3QJJZjGqFpfUtlS6QaNrQcLC8jZKaoihoug4p9NlIZhc77jS3MEJnmqY27HV7FKHGiNxiKM0ILWTGRsuCUWHpgmf/m4ecG43YeGSTenNMEpGLT55jsb/gcO+EdrUCRtyb3AfvcD6ymJQcf/pZ+ldeYbZ+ma3HLiGvvYy58nnmomXZz2ndChFbjCoR0jK2M+pgMbcX9JDbYsljUaANKxL3qE2ASBE1d/7gJrIqqTZKRusTrCoYqXqwa793AZVnLa3Tv5VSgy7wpiBKASkgv/wUhSw4+se/SryxRzEb4xctvHwLe2mTtOrobx4RveMb1/f4mZ/9WTY2N9nd3eWf/bP/mZNv3MitrQsGWXz0z6Kw6lh+61WIidG5GWprBpP6YbLwML6v4oG3fKeLx2m5EaCnJ8WEFgYr7wJIQsplyXdrUeTfz84Gp7vZlBJ9bDHSvudidffAzgba3/XHQsrbgXvBOlHIPLsvBEppQuzf6dc/1jibRhAgpKIal1y4XNGe3+FcCFTvAHd5W23HmV7o7TUhIRmUgNJMKE1+UCdi5j8MbpI+5Zl6+x6XQMhcdm6+/RrFZ59BXDyHjw82cvZRhzg10VrskdoWIuidx4lSEWIgaT2YKArGcoyzPgtEMxOSlWtph5FILRQxBmKAO+0uMQa0KqnqmrDqWbkFVllCDKz8il70NKElBE9tRhSyIBEw0lJKgRIFhdQUqqQLDV54lDaIJDjqD3HJ4WJPH7IrZqEKtsw5zpeXh2Qw4ZNjt7nNRI+ZmCnLvZbF4SGJhF2vmM1qzKhAqFN3T4lUEiME5m3ul+Aj7apnb/eIi89ewh8dYpceefMAUsJpwbI7po9dtqwGCmUJyqCVRRw09H/wAurPfIkFS6TQVHoMgBR2uAuz9kEoOP/oNuLl67Slom89B9eOMdqyeWnGKdAnRE+XMk9ECv2WbqFg4JNBhpkJQTARO62Qk6uUn32aKBP9fEk4WZBOmgz+WS5IIePArbFoNVhlX72YlUzFh6QSvjl6RzxeEA/nKCkpr25nwJE1D8V8D+P7Lh4oaTjtz57x9If/LUQ5LPQ9fezRxgyjgG/1MTjVRAhxF9xhRgVd27OaN7nakBIudkD2uX/z5MVwMFkslSIpRmTw+SFiMtnvHT/D2y2iQuRkIwbe8mT6hEIIiVCSsgS1NjqDCH1Er55VIQm01Ch5/20gUiSEDhd7YvRYNcKqt5pAAYPFtcA9/wqiLBHnNmBaEwdXx08qhFSI+SGi60hSkcoCUdREKfOUzIB69snR+RZkFlVqoZDRsIpLTl1JBSInwEKSYnYkFSmPOQ5auoGiGEkxEUQW6wUifegh5mtXaIsWGf/tY3YAlQOEQQ6WzH3s6YZ7X0Q1uJgaWt8y0QU++TOJrkh5dLk9cfStR0hJVRdU05JyVJ6B0k7vGltZTGkJIXKyvzj7l+AzDyJFqMcjqtkYHr+Iv7VP+91blM/tkLRG+4EACcSYnTTLYoK8cwx7S+S5DcS5dVQ/z2OW8nSaZGBLkKeYfOoZ11OkdTBSBBLdyhEbweKwoZ4WCCUG1ZJCDqOnZ99dATRHJKsyAOj0LwfAjzQaVVWoCxsI5xEHJ4gkSM4jXIc+VzC+M+KVF77LzZs3WLY9xWSKGFUf2cQWcIY07vdPCMcL6B12ew21NkY8bEc8jO/T+ADTE6cDfYOoR2TjHJ8cnTuhiy21nrz9Qs9p1Twhhwc3KTEea1aHS4QPjIZyXUrpbFzz/hCIlGd4pZTEECD04AMSQRKKKIZE4G1CvsNx3U0avpciH5PSKi90H+HrxnS6S3u7SoQnhBWNy+LALqxQUr990hASYtXivv0a5tNPEEtN8u49Kz4fZwgEKniYH5H0hFSPiFWR77d7+tOnY30Lv0RaQGR0sRIao8zZqHC21R5srIXAEyGC7z0xBmSSw1CExCiTtWyqwEpLJNLFbsBGDwZivqEJKxiEkj7eFfnl6QiN7yPWaYw0WGGYdwtiBTEFTNLopLGhQKBZHK6QVjPdHjObTe4/F/d8D4pRgZ1UNIuWxeGKFCNCyozZloKytGxuTJC+R13ZxJ0scK+eUPQFShtGdg0dLK1YZg1HaJipCnX9Fsw7zI9+Dh8jVpVn1cVTVohCZvR1zOZsCAnaoWuFMWAKRdqXHN45QRZjbJV1G8VAlD2d5DljwjbHYFVGSAsJIpH6HrqW2DqIEPYPiY1D3LmFMCV0HfQt5ukt1o8Sb7z+Oo0UJFtRb53/aG/ClMB5wqKhu3NI8gE9qbHnN8GohwnDw/i+jQ+gSMsMhUCgT31eUDDUesTMbOBin1XCIv+7EgbDXVGRUQbRLGFxDCeHJN+zpS27hx1pNUJsrcGkZGLv10WccsilVHAyh4NbpNgjg4TgwE5JpkLs3sReegxnbXa5+AQXrw8bAkHSH22p9PR0rHzC6Pd+cGlVEENLUhXI+zUVUmninSO677xO8cyjiCfO5xn6TzD5ElIhgyfdeAVmG8TxjCTkW+6DvAiJPApYGAwyG1ulHmk1dmhf9LHHR58trJXJrpwpIEJE+ohbNYh5pJ6USKWIZBMuq8UZW0EKgRGaSk1oYkMTlvShQ0qNTpI0VDFOiZ1jM2b32glpFeljoEsOFx3NY3ew1JRtjV5JVvOO/fgGGxfOUa1ZyjP79Ux+yG2J+6/xZKumXisJXcKtWkxdYkuNlRLd9YRbL8OBIExLqmfPU106z/Kf/CqTv/NXUSI7qAqVaEU2BctVRgVSIadjfHtCSH5o8+Tq4ypFNtSISMCogtqM0MaSrCaIiJSWUTVGXVK8/rUbHK6WzPQ6I7t2JpxMKVMlQ4xIBGW1Rdi9jqghKZ0z4IMDuu9cZ/XiNYRzxJdfJ7me0ZVEuysJTqEmFUpa1keSSz/04+zqgt3mI7xfh+kg0XvUzT2Obx/m87SzTnlhMwseH8bD+D6OB7yDTx9GQ6WBgCeiyMpv0wSKeUcr9tHnH0Wq4m6D4vR7Ob9JnB+DLpFPfY4U3SCNuk03P2Z/91XOl88SyiL3nqMntSvk6y/mGToEVGPY3CGNpiTAuYiLkKRgpLbh+iuIWiPGm6Ri/J7TEDEGRPro2AHf6+EjjHTAanXqJ3hfJBTpnkRP6RFC3p+8KFPAwRHc2EUcL9E/+SV6t/q4D/3dQ0pE30C7JI0tabqezWzeNnFMpJShRGe/rjWChEEh0XRxeVZtKKVloscsZcvCLUjjiBp5mAt2X18QLkSoI157BIJz1TaQbcmFkMyq7F/QuAVEhyJl3Yc0TIoJImakd6VHLMOKtEpsPjrDjhV979h/fUH/KiAkcRpJ6x3lTksJBHZZJkPflpR2wlRvvKMSSEmNKgQUUE2zRkY1Czg6JrQt6pHnCKUZJmgEuAXCWtzuIUxLPIEEzModhNCkX/0dVDUiPr7N8eoOC7ciJodRBp88c7dkrGp6abCyyHTLBKpZEmRJoWusLs8qaePZFNlJupUD9hmZDbrUctgdoZFUumZi1wimIHUrROdJ+3t0X3sBtTmlvmgRRyVEQXG5Qo8ewa9vM7pwkdh1hBs36L/7Eunq07zUCjr1ESe4vSMenOB3D2kbR1UZ9OWdjDQ2f0yATQ/jBzoeKGlQymJUgQBiUsiYqLo5ctlCdAhRImRFVUxI119CKgsp90ulNNCuYLaO2LhEMiUh3C1jj8/NEFbTLE4Ie6+DFEg/uDVqib7yGF2pECFT+KOQNG6BFSYr0KXExcRulzh3/jLyaIE8PCEVDXH9HD70WWfxDmVBISQofSby+kGNRKJNHoZe/ZtPx7Lfp/UrXGwBELKgUiO0uP9WkYue/tvXcw7301/CD+LR4z4iBYx1eotj5scdUipE28DRAXr7Kv07gHW60LBwc9rQkIDCFPTCEYXHe8eyd9RCotC45EkIkpAs/BItzZnIU2tNqvPOsj0IFEJRrpdnu3shBFM7pdI1tR4RoifFHp8CWT0jqGSBCy7zJBAY71ne7LHW4FOP95FAYPPKmBRqnG8IdCQRECJXgnzoCdERU6JPCREFYzt7SytOaoNol7BaQNeQKo1oPFAgyilp4zy9SKThe5kQiFFB/bM/RvOrX0X9qc8hZhkS5VzLerVFvwqIS5tw6Rwrd0AfO/rYYWTCSstGsQFka8xTd05SRHYC7mljiaElCWClojI1hTlFo0c2iy3kAIgSUma6ZND033iB6HvKcw6x2CPVE6RNiPF5xBOP048ropAEHKLUiAtbyOXt3AL9KG++lFC3D1gczvFNj0yJ2eaUdHELrMlI6IctiYfxAxAPpmk4vA1+mUvACGSKCGlgNCYml2sO0oKGPjYUejRUGhIIBbYglROiMaRTVOgQpjSY1tAeSdJkLZdsUxblJQmhKkk6gtRDazrgfYtQZLOSARFcqlzST6MRYtGD7/E49rs7bNhzaPS7iJ3uPrg+6RDBI2IgVR+uPXHaC3aDgC6haIOgOsUzv+VUnNqXJ5Q01Gacscr3TMBIpfFv3IDCINbHxHFJ9D1zl8gWzdz3wh+EIvrAIXKSSQgkKYnWAm9fYVq6BSfuhNa32YHU2EE7k1tgMUailDShwaeAGloHlbYUQ/UskbKq3xQ45xmt1djSouXpBFAkJTA6T0+EFGhDiw89MWUXUC0tarCictHjU8AnQVmUjNdGpNITpc+TSVKxcHOScIP2JmZwUszYcyk0USja0FKakiJ5rFQoabKA1jdwfDKoXzMyOuiIMpoQBVFrkta5tXT2HUgkJUgbU9jZIr6xB697lJXUV89jdEG8uIPcmCHKilqOcmVHMkyKFJSiGBKFu3bXMkZoFlCtwb0i3ASrZkE5XUNphRSalAJWFlhhB9x5QjlHuv4a7rU9QhORG2PUo48gek842cU8dQEx20KsrxNlwIUelTySbGokagMf1XBPjNls6uiEfn8Ovcs01+kIMamhKh4mCw/jByoerD3Rr6ATIM0w/SChHpPqKYlISuFsssKpGVpP0CJb/p4+hmKCmDwp+vuEdUpLlBQQBEw3iCmz8vPDJpBwiBAg5f5lim8d5VRCMNZASsSqQDpDcg3Jr+hiRzyDxNz/JRauR6SIKL53/OpFjIgYPiKkbCKmkO2PkcQk0fL+83CWLIlTnTsoaShU9ZbzJZWhfeM25omLiAsbBO/wMdKExMRAIcV9AC4Xs22z/piTBtEsESkSyxE+m0Te89kSMSVC8qzCisY3edJH6nsQ2xKZJEoovJAD6TGhpcYQ0cJgVJGFikNFykiD84FibCkri5SJkAKc1hIG4XAfWxqfkxBSHKYiFM71RKdJApIShOFrZcqCJBVSlSgjafySLnSQstOiFNmozCefdRmqQApNHxqEynoCIRUpQrtqGWlHbFdQ1gRT4YRhuZhzbucc0TcE77Kg+Gwm6u6kgifhnzqPfPkW8miOUhJbzhCTiL60w7wPxL0F43MzoguopFAorLDYAdDUpx4GnYUUgpR6hB4jpCIMFMiUEq5rEUaemTUJIbDYMzqpjAE1P8G99AruMCC3NpDnz5O2L4KxpNdAbT8C9SRPunQuJ61CgnfEviHVBRx9NB4zsfeEoznh1gEhghmV2XhpfUKyn7wB38N4GB91PNjI5cUnEOPx6WTT8DAODBD3s++gQmXefIpno32nZDeGhwZvKp2eCZ5IeNeB8sSgOHUrEiiQBmJ+WFplsOpdFvmUSFoiIxSLE67OHsu7oDctXEJK5ME+UgrEzvk/chrkO0VCZZR18+G2RKeEzkJalh6WQVBrSfG2Au7Iyq3ofEtKEaU0fXRYWdyTNghUInsMaI0sC7zrWHqotMAIeUbCPb2mJ15gJUw/RtGIEIJ4uIs0Frm2RQr5njyd9Ikp0AfHcX9wlhQBlLqipMqTFMFDzP4My9Cc/ZQQEilVTnZJGGnPKgeVzPUbEzUjCrQMLF2HGcyrfGxpXAQpSASQFjUsniFEDo8W+F2Yra+jpxVeem69fBMhBfXGiLXtNSabY1p3kK+lLFAi44687xGqQEqD0nmBnol1iqLEUKClYb5/zKtf+y6ffe4SavsisqxZHs554zsvc+vlm/z4L89w9HdbhVJkM7OhmpIiCBE5rI6Z/dBFKgfyxgHNr/0ucmMNoQu++W//gMZHvvLvfgUt56iUL7QSebIhpJ4kIkba7NepEmFzh+L1V4iTmp6QrdojjFXFuKyw5nTBvafCJRWyaeD16/j9Av3keeQTF2BW0fseEQPqkadx3pHa5dnvGWkRSiFXh6T5AavNdeTRHFIe7/7AlYCU8CdLmtdug4D1nQ3SzjqpfG+q7cN4GN+v8UBJw7XVDZ4uH31XWFOexe7yA/Itmfw7/14Mid4HmhjwqUe/HS8hPtiuW4y3wE8QRzcQL38bfeEqsR4ThDzzu5fKZGdLaaGYwj0Pm08ykpa4JOjaYz6a+QnJSMPoXU+hpLYb1HYNEISUgGGETwiU1qggWfyjX8E8eh6mNT4mOg835o6n18xb0PldCowE2fr5YwyjsnA2iESwBucajuMJjjCwEGLGGkPGNhOyVXghOeo7jMnthiQ8jp5CFfS+GxbOSO87GhqKsMQN4l2JoI0tfdehyh4vI72LGFXiQkuSBU1oCH5BjJF1uwl0eMCdOJpr+V575HOXWB9v0R53vPHCG7z8jdd47LNX+fq/+gbVqOTxzz/K1S9dZtavZQ6BlggpCH3Ap5bKTrGyRKAIg+L4FNVtCsNkbYI6v4WsxqQQ6ZYdron8mf/Vn0MoSUFFSpEw2E4ra9EoVv2CeXPAUXvAsTthpZecnz7C5rOfonzyU7hrr3OExKuE1rliMxvdpY9GAj726Ba0OL2L8zNBaks4tw3NHsZYxmqCO3G4iXgr8Eh6wMLxHP/qTbo/eJ3ix34YntjG6UiK3RloLrwNH8SnHitGhODpugVdGufD6B0Y+cGreb0H55FKsrY1Izyy/bAV8TB+4OOBvi2RjkN/QCkrrMikvHvFbqeUyAD0K0/oV7THDc2ixSUYTUdsXpyijHqLf8T8YMnquKGsbH7AvGXD/+5fxj52uOjQaKwygCSGQfC3fgk7TYT9W7B/G2EMajwFQM1KIoIUU/7575UQAonMI25SE6Ljw5RT30tPcPrvKpWsAvRDi3+7yNdVB0g39lj9wXexT19BPnWRaO8mX/ccNpDbUKsASy9YM3LQOXxMkRL+peuwTDidWIVD7jS3MVaD0BTYTHW0BX3fUYgKpCIkSdeuUUhN3y8z8IkIKBq3OkuOjTJYaVn4BR2gpaRQBaWsMMpyaDtqVTOuRyAVq7bBSssqdkNLAdbsjLEZY4SgaXp83yGVYOeZLcZ2hJSSxbJh/9YRT3/xcZ783FNU6xUHN/Y4vnVExXO8evtFXv3d6/Qrx+TchE//xHPMqh12b+3yxre/w/zOnM3zm5hKcfVTjyCUYrFYslw0yHJM36347u+/zK3XbuOC58b1m1x8JFMQ77yxy+vffYPRuOKNF26wc+Ucm1enmC3JMmQc+M7aZWo1Yu/WLs//1gu0ywVbE0WtFJPtTVJKzA+O+f1f+wau69k8v8lTn3uSalTjXDO0bbLDiwuO8eZF/KvfwpSaNK7YPzpkPB2BTPS0IBI2VYDFOo975Rru2i7iykXoe9q0wA18lspYki85rWYKmUDkBMq/Pufo5mscHs056nrUa7eYmxq3bT6UBbVcrJCLBqQkbM64z7r5YTyMH9B4sEd5iDifOQw+eVbx7ojd4nDJ/o0jbr28yxvPX+foxgnz3RO6xiGNoVobsXdjj/2bh3Srt2KaQ9sTfcDUg+DpjHv3/kIJjZU2i8NSZvef9p2TUHitSbNNxPoWshxD6zN18vb1LMpK8W1pkZ9UZCFdRA4Uzj+qQ2tjrnAIIZnq7DdqrCXeOMDfPkA9eh756DaxUGfSQS1hsxB5ADdFupA46iMHTWDRDejgD/kwvWvL/taQ2hCO5qALeg2LcAIqnWlYQszz/UpoKqmRoiCmAhcswSnQbaY0EoikPNonJIUuGJsxpSpJIiGEpEBgB6MlETWrvTxWVxiLROF9PLPKNggKJIWQSCHpQkOha3RvUUFTbVQII3HJE/B0bcPiZMHWpS2iTBzvHeM6z2htzGK+4oVff4lqfYSdlKyOVpzcPGaxWPD8b38b1/ZsXd6k7zq++RvfInrB4nDJwa1DWp8Ry7/3K3/A4mjJ5oVNLlzd4Wu/8nV872lOltx8+QYv/f7LuLbnwpUtbrx0g/3rR1RqxHqxwVq5jRaa6y9e57tfe5F6XPDIpx7ltVf36RpPVRd0bcPv/cuvsrY9YzQq6ectd169g1R30fNiIDeGuESobGJFghgjXdNj1iRSyzPNh1Qa2Tb033mduHLoCzuUzz2F383tDCklSHAp4GRHko5IniRJQeBvHnJwuORkPGYxW2dRTTkezejWZjkFd7la8EEitB2h6/NoavWwJfEw/njEAyUNBgNpgMYIQSRTG1fzhsXRitW8oW16+pXL0xVKUYwKRhtjJptjlvMlJ/sL+vb+3anvPb53ECOm+GDiISUURg7UPSHOetlAfkilRKrHpPGMVE9IyuClJvqMGUaAcB/cYOmMljn08eOAKf7AEQIET7JFXiw/xqGOe489CdBSUCmo9QDTmrfEgzkpRPQTF0mzeljAUx77kzCzktODjCR8SsQYkSLdl++kQYz4UUypCDGM3i174uEJsTS4UtLFDikUMWZyY4qBGP2Afs7nMiVLjAoXF7g4P3U/yTbYSKzM1YVCFdnOOaWBzigwSBSC4APHd04oNy3aWmIE53u62COFopCaShkKaUgpEgnEkPBtIMWEmWq60NOlXCVrm5bj/WNODue8+I2XOTmYU44q1nbWufHqTY6uzTGlRRmJax3RRW6+epOjg0NGaxUXHj+PHRv2b+4DkuXhkvnBHGUNy5Mlrz//BqbQXHz8Auev7HDjpZv0Tc/8cM784IS+7ZluzTj/+Pn8XZ73lGrEzM5Yq9bxXWD32j4Htw7YfvQcjzx9maPjDqTGWsPBjT2uvXST0bRGSYXvHb1zZwlvrtyI4VynPPkhc6LVrTq00cgqy52k0OigEAcnpNdvEXaPEaMR6sI2sixIIaCxaJkFoHksNiBOJ4K8g8WS+e6CuVTMpxOazXX81gb92ow0rvLt2jlo+/x9e8B70vWe4ANKyVyxeFhleBh/DOKB2hMjM0YLgxIKKwuKlJ0td9/YQ0hBNR1Rr43QQmBLfTZ7nRIE55FSEEIixrxAxQG8szpc0vaZnV+oDzctIERukVSqesu/xeBz10NLWJ8iXKQfbSDbJbJfwvwWYnKe9IG29Vlsl8c2yahc8qz66bz8+95tS4noVoi+hbVNQvxolN7vHrmsO1ESIeAU6S+R9N9+DSkk+vwmjEqie2ulyGoJQzJZyIi2iYlUeBnPKsCniUIXGkpVQ5Lv+5ycqufP/izzGKTqA+7VW8SDOeHTFwi1hB68i0Q8UpizIVIQ9KEBBSqNkMnjxHUWTeYClLJACpGvnSrQ5MmdkPKCUqsSEVqk1MQEbddwcnzI1aevIAtLiJ6QMjF1YqfEsMILi08RgWNkNtjbPWS5WoFK6LJkGRaYpOldR7tqOLpzzNd//Ru88a0bfPFnv8CVT11hMp7ye//oV9g4v8n85gmLgzlCCjYubvEr/+hfc/5TO5x77BzluKJaq5ntzJBKsjxa4JqO7cs7XP/uG5R1ycbFDTYubtDOW8pJ9nw53DsGrbjy6Ss89unHuXN7F1tZiqJAa4t2hkIrDnfnhD4xmo7ZeXwb4SXaaNa21iis4Tt/8BLTc1OObx9z5/oe9dqI7Se2SQO6O6Vc/QkkjBzhvSNJwWres0hLNnfW8mZERGSUiOOO8Iffxd08xDz1KPrRiyAl3R++jD63hjI1PgViUih5ukGwSCKiOcTv3eJ2WxCubnHoIl2hoLinIiBA9A7hPFErKB9APZQSzuX7oigeUh4fxh+feLCkQY6ZlnfZ9omED4525XjkmQtU47vTDKeLQe8Cy3nL/NYBWxszzj9zEVtZ2lXP/vUjgu+h8Yw2xtQbI6rpWxf7jyViRMvE7ZUnYhkJz0a/QrzyHeLjzyK1HRKb8L4mKvrYc9DusogrIo7eO1KEUpc8Nnn8HiHYe4eSGpYLWBzBY5+GPxLzp7yAnyYLpxMD7je+RTxcoj/7OPLKuTzZ8jYRCGdiNEE2ftImv+5pJHLbqPMNRli0NHyQvosyBdKD/85rtL/7dZQVTP/6X2IeToj+CCEMtvAIVxBjYBk6hJRcKM8xtTP22z1SimipKe2ULnQD6EqhhUDg6OFMgCqkhSGZ9dKw8itW+3P6w8jWU+vs1OdpwxJI1KqglpLoF6AspSpRSBAtoOhue+zWCLtmUCJw7I6xWJrDHt9Fzj+xw1f+/Z/kn/xf/gVrW2uUVUlwgcMbB1z84gZ2e8RjX7zC5vYmtR1xeOOAT//Es4ynI5rlihsv3OLCoxeRCo72j2mWPRcvn+drv/5NptsztFVE74kxMd9bMJ6NeOFrx6QUefTpSwDc+u4NputTJmsTiAmFwFBw9Pp1CILpuRkCzfJ4DjGhxzVOG25e22M8KRhPRvz4L/0Y47VxRm+3ywxpG6o4Qig61WAYcdj3ND6gihGT7RkA1kP/e9+hfekG+slLjP7dHxtYD4l4uCClhN89wkSB0gohBcJIUp9o3BzZtRBaXFkRJyOut+HtvWisIW2Yu+n4+03qUxqqE5lzUYzrM+Dtw3gYP+jxgVwuAZqm4+RoQX9nzvTCBG3fHprUHC9ZHiwxtmTzsRmmNMz3VzTLFjVSsLRsPn0OUxqUev87z48qzpWCox6OfMmB2ObCecHo5uvgHcJo5GSEmF16W1X2vWGl5Vy5TRVXzPsTAidEESll8UAJw1lIBfLtCZUpZRQ0kMfv3qHJlFI6W8zf7bze+2+nttyydYSX3iD0HdWf/hyptoMY863vkf1I7n+9fIyJ1+aOY5/wKR/rREkO3YT1UrNdCtbf56kRQiKVQTpo/uffIB0coy+cY/SXfhoxqmjDij50ON/jvMMKQ4weKRSVrjDCUiRDEAHXJ5Ze0CeNRRPTMWtmyka5gZUFrl9x2N9BSHtmI+0RJA3aS+YvLklesb6xzrlza3mkkIgfXEELU2fmQehZ+JPsxwJYM8surziM1IzMlD52FEXF0Rt3CN5x/sp5qmLC0597kpNbJ+yXB2xfOYcdWdYunmPjsRlCSVzXgx2dnZ/54ZLbr97hO7/9HX7q3/lJlFZ4FwkhImuNqRXLvQU+eI4Pj7j+7Zs8+qlHUcZwePOIYmTZfGQbEuy/scvGhQ2qdctRv8drx6/w6fNfgMrDIpJCoJvP+V/++19ntDGmmlZoo5msjdmoPFce2SIpi2sDjAVOOlR4q2LI2AIpJHaksVWBeOk2/es38S6gpgr7o5dozp9n7/BbbFaXUNIgxhb7pWeIL96g+TdfxX7mCezlTRIerADG6GKN9viQg4PrHI233rnr8CGeNergBNE7YmkJ65P3/oWH8TB+QOID1dVSivSrjva4ZeuRDVRVoAeu+ilI55QAKI1C1RolFaY09MuOvmkRIjHbmMI0YWubOQkfV8Jw76p6T9UgWx8LZqXEas2yc9zuA9ZuMKs6qtBiVh2y6ghS3N/zHFC2CEghkFImKI7EmKIoqHSNCz1i2MFLpe+K+e55nVNx39k0iRCk1T6CAKPJGW/g7s9no8Y+QfkOZFoXe3x0+OhwybNmN95V5Hl6zZTO5fnwxi7u5j6ESNo7QfQBUUuEUkQRcxvmvuqLfItuwcfE7U5w6BJGKSY6UapEjJINpViz+c/vVWmQSiOlIh0tCC+9RL93hF2vEY9eRGysEScVkcRxd8zcHeHo0QpUCChj6L2DBIKeuTtAq5Ioa7TuIJ0gRQ9IQgqE4HER5mFJFIpycFiMKZtOlbLipDkBoTFjhd1Q+ORZdHNE7EmnCZ4QkAIhOELy+BTpIxzePGRruomtNUhYujlSSAwWekVZ1Iw3x8iouPLsI3zrd76Dc55qPOLzP/V5rr14g2uvX2e8XrF1YYu16Qaf+vJzvP6Hb2Crgr5xGKs5v72OaxyT9TH1tEIZxWOfeYz920e8+PsvobTCKMsXf+oLSAFlXVBPa8pRrhRGBJPNKdWkRAhYK9bwwXHhyg7dyTXuvLpLe9Jw/soWQknG05rR2ognvvgEL/3e8/z2r32dejZh65FtLj9zEY3htL3mk6dPLVpZUreguLOgP1qxUEeMxiPkpR3MdIToj0iipxxNiO1p2y9zJJJVyKs7pBt3wAeSh6RkdhxVhtQc40+O8HNPXUcWXn6kzb0EuFVD8iG7bH5AHdbDeBjfj/GBkoYYEr4LhD5Qr495N0SwUJnu1reOdtHRHC4AKEcF1cesOBZSZXX1vccm89z9qUhRaYPrGlRMjIzCh8QJFUkrktJMfQ/He6i1c8RTPr4QGXzU91hbgEyQIun/396Z/ep1nef9t4Y9ffOZeA7nSQMlUaJI2rFRBzUctxe5CewkQNM0qov+F0FvOv4BLQq3Ny0Kt1eu4bSw09zUbu22qR3YaWxLliyR4nzO4ZnPN+xxDb1YHylqsqiYBeJ6/wBe8Qx7Ot9697ue93mcCFFHKuRhGNVg8QgpaYxBa40UCmuah86U87DFucWzxwmLnx4gVYzojN51PtaHYK7Girma//3XvbYllS1obEljK4y3dFSHWCUfHAsuBFJKvHP49T2cdfjdA2hq1EIfc8tiN3cQkxlOS7wIWzZycYBMItDzR2ju3In31NYzbhy7FURKsJhI+hHE0lHZcLwdHUbkP/C+CRnumxfYjR2oGvykwO1PkVmCOrEKy4v4OMJYw9SMOaj3qWw+tzDWwURIKATBkMl7R+0KLALnU6SYocRsPv0RtkpKU8x9Rpq5/XKYENEypE/6SjI7KEl7KVk/IusovHcUtkDbBjU/9sYEQa11Dc4JGiMoc4s0CdGSJk1TvPTMXDN/Bjy9QZesm9Fd6lI3BcOlAWsnV8n6HXSsOH3hFNW4om4q0rRDmmYIKTj9wmnuvnkLjAcMUaTpZgmNg9WTq6DCM9Jf7HPs/BrTgylCSPqjPisnl/HCcvypYySdFKWDA+ux8ydYWA3FjRUVg3gA1jMYDVk5XgU3Vik5fj7ESXf6GXGqWT21yuHumHJWopVEEzQxwgdhcmkLKldiXUOvlDRbt5E7U6gdpuMwfY3uCXwfKCOEDVbbqe69U5Z6H7Qq3QSxPMKWNexPEEs9nHUgQc4OcbMZzmhiJeFJTlLPq/a6DA6XSktQbRBVy68OHy97Yq6wd9bPjdQE1niUfrS9/W7BmpQCHJSHJftG4KuKweqI7qj3xE7igxBKIaTCWEdZFBhjkUqSJimRfrRdL1jfXEcKydHV46Rdze1JQ96Elmkvs3DnOjobYZIINw/MUSri9p3rnD55Gq0VXkhqZ9FSoATBQlclCClxHtY3NlhbPUonS7E2RC0rFM4/cLwEhKB2M1SZo7sJMsne9UZfO09uPaURDGLHo7fP+yD3mzUTajvD2OphsNK0PmCQLBG/78NNIG2wrPbWUf/0NjQNerlHfHIJudCnfmsds7H90AUUHQoM9fRJ5LCPSEBIgbceH4Up/NIJdstQPJzoapYSQSwF3guSeargB8U2h0swT0GsPdJB/dp1moMJIktRp0+QXX0OZwxNU+KbmsY37JpdpvUYpQTKSZwDoSKwhMV+PknjvaV0NcaoMB4qbGiP64RMd5k0Y6wz9HWXSIRugEAQSUUkIrZ3JhzsTlg5scBgkJJIRT2PahaAEMF/JIR3Be/0xkiqmafe9xw/tggdj470XM8BeTOlNiXD4320jkAKxrM9ljqrnL94FicchoZer8vVz1/GEkaDJRLvPdko47nLT1PsjNm8uclGN0VKSSwEx48tgxK4vKBxDU9dOYOSYTQUfBAi+oanXjwTCiQb3Jafv/osGEttCirnSVQn6GQjwfFnjnHiwsmg05gXvNaGOPROJ+XyX78EDurdkHMhy1BIeizT5pDSVOhGYu83VK9fQ2QxemEBfWQBezwl2d6k2ttHZX2iwQLgUY94unhhcd7grEOePoq9uY6vSqKFLt45jK2Jyhoa8DJGqoQnWjV4EGVFXRniWKNbq+iWXzE+djQ2gI4VWTehmtVs3dxl7fzKh24PdrsZSZrQHfaZbh6ydH6NONFI9SGvmU8AIRVRlLK9u8mrr73Kn/zJt1i/s87i4iKf++xnuXr1CmfOncF7z9u3fsZXv/pHHF09yt/70it473kqejDtEMSA8pkr2JuvoRePQ7cPcURd1/zDf/RP+Qd/+IecOXMKrxT7jefEIA0KcGceLrS3713ny1/+N3zplb/Ly5cuoaME6dQ7Vsc+JBVoJVHjkmRwBJF23+dvVTvBrBHUDo7K92wJ4BmbfSpXBX8HqYhlOI9ZvUs36oNKHn7QIyWRinHX79G8fgOblySf/yR6YYBwDb4qsGWOSGP0xXOIxUFow3qPP5hSf/t71LOQhImS0DiS3/wMemnEsBuTZJ7Mlw8jjx8QnB8kta9RQoUAsfn2kVQRqrG4O5tMv/NDqGvST72A/msvw7CPtYYyH8+v2bsbzv3OEC8apPFo+07wmJpvDxg/Xzp8g5H784JKoKXCOsNutYMQgkzF9KKYqqmoTPg9M2+pbMWhH+MRbN3ZY3aQMVzqoDuGjsxonAmLmRcYGaORQTuxW2Ibx+BkxizZ52hyPHSiUPR0Hy00pZmRN7O5EFXQWEdeTXDeUPnQLeqqHqnuoJRGiHDM09mMP/63/4VIxdRFTXfU4VNf+BRqaUj1Fz+jvL+Dnc7AGfzZNbLnn4YoODU6Z2nqnGhngp0ZGq3xwx7p6gLN6zeob66DEOi1RdKrz/LW+HW8aVjQSwzUIoYwyiqkCs+Ec6HzpRRxnCLHU5q7W0zLkvTzn6CpavrxgG5Vw/0p0Rt3SD9xEoZDyt0Zcvc+3aQPozXSwRJOOoyrwE0RD0LAgIaGsctJbER/ZYS/VsO0gGkFqaN0BdGxswi/BW9cQ+rTPLGiwYeOoto5BO9RRxZQi4Mn87NbWn5J+EttT5jakk9Lirxk6eziR+qJlBT0ezG9c8sPPwD+XxInGW+98RZf+/rX2dq9z+/93u/y/IWLbG1sk2Qpg+EAIRTeG8qx5e+/8gqjhRFK6eBF8AFvD9H5l/B5ERaj90Quax2TpClRLJh6x0CLefYA2Pe4TAohwhslEd46YqDyUHmPjGb0kgVUb4gVAmsarHtnvHGgBT0VRJChU+IQKkZKjQKGaoVhAnMjAvAQRxnWW5RUCCvwtcXVFUz3KP7P26hBh/jKM8gjyzTCUNsKrSKEUdjX7uDHOWrQw2qJm4tBxSAl+a3PhZhiIRBS4q2j+Ma3qcowlx8NusS/8WlQBqtTrHMhcnkumUx0ipQakde4t+8gTqwQLXQof/gabv+A/u/+TehmWDyNM+/KEgh4pm7Mnt2hrEr6yQhBEl7whQsCQ5lQeEfjmmDwhMM6g3EmdBhUwiAe0Is6NNbRkSkSSWmLMD0hIkpfU7qKqZniIkdyRqFqBRPDwa0JQsDCQo/+2hq1mFA0Y6L5PavvQTdL6SxnZIOEWZOTyASFDFoHZzAYOlEvhGT5hsqVLCUjpNAgIhKysH01LwDZvI3zDSLNGKQrfPFv/QaFEOg0IekkRHFMWU4ozvQQ5/oPQ6CiO2Oqb/5paCUojRASX8zg6DIyTXDGYG/eZbo/Ra0tk376IgKL3dhh+h+/xanf/jRlVQbHV9tQuxIhFLFP8LiHviSdaADTCXKk0GKEvD+j+q8/pPv5q9i8xGwfYrcO6fz2Z3GTLbwtiAcZddzj5jjn5IkFoKIxDc5Z4kjgXQcBYesOSccmQEXdlMTnVmF7QvXaW+hfu0BPZcj8ED/LEWQ48wS7DM7h8orx1gFJolFZ8oQC5Vpafnn4WE+8nbfS88MCU1k6vZRe96NHJB/4NZQUNLYJLoMiIlPdj/zeDz6OkKYZyfcv7g/eWv/7//guvX6XF1/6HM9fuEiWZRw9voZSGq01s+mEr37ta9y6dRvvLcePH+fy5ct84uonefOtn3L97Zusr29yeHhIf9DjS3/wCv/pG99gfWMDLyDrZFR5Od+qUOzs7PDfvvNdrl1/G28bzp09wwsvXOSlF18kImM2zfnmN/+Y7373f9I0NcOFIV/6/T8gThJuX7vO93/4AzbWb1MeTrl46WUuXbrE2bOnsU4+3KIIaYwwb4SgdALbY+zWAXZvHAoaJdHLQ0Qa46uGanccRmNVcL3xfq6fEA59/gRysY8fdmgw73QFhMDXDebeDtnf+Aw2EvMI5oB3LuR3PEhydBaPJ/7MFYQHXxS4gzHF//ox6fk+avkYstPFpzF4QbV7iDicUu8e4GYFOk7wr93AlG8guwn6mVPYbhoCot7jBOl90BxM3SETM6FoKpKoE7wcG4v0Igz2CUVjpljh5gFVPvgoPHIeEkEkNB0GeOXDdhEWJSxREJkAhHRMZ5FS0ou6qFijM4Ve9OQmp5yU1HcrjKxwkSLrpkQdgaZh2BkxHA5QWtJ9kPo6387w81wM4w1KaCKZIJCMmwmjePROoWAtqpzgbYEcLSGjZJ5kqYkODomWF5FxjJDhPjXUFL6irAtKW1I2Bb2lmKXR6VCgqCj8TVqLjQSVK/Heo/0KiY/wicZ1I5TKiNIM2e1gr+2gplPU2gLyyIi4SR6eh/XhGkci/D3a/XvI4Sr62AjTL9A3Nim+/eegFHJxQHT5KUpfkHYHuL2CJI6gOyCfNezc3ae/loL2GOkonSFzEV7Z0PlDonWMj2L8q5uY/RyVpsTnj7PfTJnWCSt5gTAFpPKJRt27osJu7IRrdXQJ0cZet/wK8rGKBkONdZ5iVmKdozPsEOnH/xEPrKEl4oNFeY/Bg0XkQ90W53/E165f58KFZ7jw3AW63R7W1ESRQmlNnhfcuHGTm7ducv7ceayzTCYT/vf3vscLz19kvHvID/7sBzjgzOnTLCwtcu3aW9xdv4sSktXlIxApxuMx3jvGkzF37tzmzTfe4Ny5sxhj2Ny8jxCCU6ePI7xkOpnS6WSsrR0hL0refOtNbty+yelTZ+hkCatLC2ggH+X85CevMhyOOH/+3PvOTcl3xlKFV5j9KX6So0b9+fUBGgemQHiHHHTxwuHnW9D4uT++loiVUTBrUgI/X0yFlPj9A/zmFiKJ4MgwdCbeqz+fJ5jiH/mf5SFIgai7yDTG3B/T3DtE7FmIIrxSQePhwDc1eIfsZsjFEa4skXmEWB7A0hCHe1eh8igzN6PwOY2rcS5YmztlkQ7wKsRM44mlIrdNUAEIgZsvblJIOrpLV3dIpSaSmgc6HE9wjFRCEREhCTkmUghiEZOpDsIDkcH6Etd4UqmgVHgXUiHrA4stBdophJNgBVEc82iJK5AoqREPpmfmZlVyXuQIpZGmwVU5riqCXiPtMCsdNq/QWtPrSWSkEFoyy3Nmsxl1UzE60qO2NbNmRmFyalsTJzF0BxiVgAxCXSEEwhn8vJklVYKIUvzcUt1YT1Mbpo1nudMlykvc3hSX18goQi70IVHoeSKm9OJhDLW3FYgE0c8QkcJOZ+i1ZcRSH0ZdnClwOsMriVKCJFb0lnpM7x8SDzW6KwiyCUHpG3Zmnn4k6EcgVOiw+b0ZpDF+uU/dT8mbGZ4YLxxIj1BibmH9i7souEmO3R/TzArSThJGsX+B3IqWll9WPlbRUJYFM91QFDVRrEkHPyea+gOIZIz0Ci10sHv+SzGPK/6Ir9rf2yeJYxYXFnDOPgyjUkqzt7/Pj1/9CYNhn9/5nS+SxAnf+va3+Pof/Wd2drbxtePe3XVeuPgCX/zCFxgMhvz7//AVulnC1Rcv8fJLl9ivK/7FP/+XOOfZ2r7P7ds3cc7yd37/bwPw777yFe7cu8Pde7fpJyPqquYTV6/w67/+Gaazgi//q3/NT157laWlFVZWVriSXMLZsJ3xT/7xP2Pj7jo4j5QSN39bkg6EtYgmfDBjanxeQTclvvIM4PGlxW5s44scmSbI0ydBhikO7/w8xTwIG7xzYZF8pP6SKsJtbOHurBOdPRbMt+bX/L1vbe+d3LC2ARsmZuTiEH1qDbOxg7t9B6oyFBSdDHHyKHaQoFeW0YM+opuhCDbDdm75zM8JD8v9DIMJnRchKJuC1McIorlFcVj4I5VimxwvQpH64PhTnTFKRvSiDgrHA52dx+GdwbgKISSp6pAKSaoy+nRJSbEenCmpnKX0Dick/aUUaWKqSpPPYLozQxWKbpTSNA2TcY6QgiRJED4IMqWzxF5ivEcJFZZd3yBsTeJAGQNVjp8dYMsZ0WgROTjC5l+8ST6ekXVSnn32FKrfofGe7Y1t7t1Zp7E1n1y9HKYIRChMwjmkYQvENThvSXwaJpuEIFIReIGSau5qCkpG1HnO4d4B2xv7HP3cZUSqaO5sYbf2EIMOstOBKEJ6GXo5klC1Jn3sZAx5AfECbpoj+h3UU8cQCz2saYI19zzgSRQlqhozGmTkdw31tEJEETqTxB4KLJtTjUkEUceTCkuMwJc1+vxRmrVF9mYls1qwkjkiDaWSOCExTyK0pTG43UPM/gSPoLM0xMbRhxuktLT8f8zHKho23rjP/UENs4KFhS5NlTGuy4/9Syveb0P8cfEeCh41XBLBmEgp4rjBGcP0cMru9j4gsHPr4yiuuX9/k7dvXOfKS1fIZzmmMcRxypGVI/z4Rz8m60UcPXWUI2srgOfw8JCfvv4Gv3bxMr2sQz6bIOOMtaOrVFXF+vouW1s7nD93jsP9A4SSLC6NGE8P+NGfv8bLL15iaWUZKTV5XlIWJeefPsv1azd4/sJFbt+6xfe//z1uvP4WArhx8yYXn3mW8d0NGPYwJkxB+I0d7K0tzMY2xDFEiuipk6jVJSY7W+9MWvQk9OeGM7tb771yIWrYvfN2/Shxaqi3DnGzhu5zT1NOpg8Fm26eAvlAzPihvhpznUN0fAmOL1J8Zxpsk5d6qBOryGNHMbamdA6qPPx77PseRvdqX9JYg7WeOFaYmad2JSgRRLaNZ+KmHNbjh90FKSTOO5Z7q+BhVuYIBLmfIBBYZhRmzKQak8RDvNYhV2BeNM0o2Km2qJsJUii0zugIzdROiYSgcQ4TWdSaYJD0EUC+k7N3e4+79zzPPPc0ujLYcg9fThCVAx1cELHTYAhlwjI34Sa+l9J0upj+CrXqoccTXv3B6+xs7LC0MuTosT5isMRk94Cf/tkbXPvRdYYrfV781AvoJmZRHEFogaEh8gnTfEYadRBSU3gT7CS8R0mNB0xj5pMmoJSlqCua2DM4PWA8mUCW4p8+ibcOV1SIyRS3vY0bF6Bj1IlVRCJx2xPqm/exkzxsV+3swvIS8cEYoRx2fo5JBubOAc31u9j9CfGF06i0y+7dbdKyS3c5w80/K46IjNnEc2/qWOtC05Hku7skewscqpif7Ycx1/5CidjbZbJfslnGrG/uPPaz9QEPW7gW6zvkexM80F3sMxkkULxXY9PS8stLMZ0+9tcK/xibfmVZcvbsWTY3N3+hA2tpaWlpaWn5q8fa2ho3btwgTX/+DsJjFQ0QCoe6/sU7BC0tLS0tLS1/tYjj+CMLBvgYRUNLS0tLS0vLrzatkqelpaWlpaXlsWiLhpaWlpaWlpbHoi0aWlpaWlpaWh6LtmhoaWlpaWlpeSzaoqGlpaWlpaXlsWiLhpaWlpaWlpbHoi0aWlpaWlpaWh6L/wufkPIEgL/kKQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from cartopy import crs as ccrs\n", "from cartopy.io.img_tiles import GoogleWTS, OSM, GoogleTiles\n", "\n", "\n", "def make_map_from_url(url):\n", " class URLMAP(GoogleWTS):\n", " def _image_url(self, tile):\n", " x, y, z = tile\n", " return url.format(x=x,y=y,z=z)\n", " return URLMAP()\n", "\n", "#Спутниковые снимки\n", "\n", "#Спутник ESRI\n", "#tiles_provider = make_map_from_url('https://server.arcgisonline.com/ArcGIS/rest/services/World_Imagery/MapServer/tile/{z}/{y}/{x}')\n", "\n", "#Спутник Yandex\n", "#tiles_provider = make_map_from_url('https://core-sat.maps.yandex.net/tiles?l=sat&x={x}&y={y}&z={z}')\n", "\n", "#Карты\n", "\n", "#OpenStreetMap\n", "tiles_provider = OSM()\n", "\n", "#OpenStreetMap CycloSM\n", "#tiles_provider = make_map_from_url('https://a.tile-cyclosm.openstreetmap.fr/cyclosm/{z}/{x}/{y}.png')\n", "\n", "#Карта Yandex\n", "#tiles_provider = make_map_from_url('https://core-renderer-tiles.maps.yandex.net/tiles?l=map&x={x}&y={y}&z={z}&scale=2&lang=ru-RU')\n", "\n", "#Карта Google\n", "#tiles_provider = GoogleTiles()\n", "\n", "#Карта ESRI Street\n", "#tiles_provider = make_map_from_url('https://server.arcgisonline.com/ArcGIS/rest/services/World_Street_Map/MapServer/tile/{z}/{y}/{x}')\n", "\n", "#Карта ESRI Topo\n", "#tiles_provider = make_map_from_url('https://server.arcgisonline.com/ArcGIS/rest/services/World_Topo_Map/MapServer/tile/{z}/{y}/{x}')\n", "\n", "#TopoMapper\n", "#tiles_provider = make_map_from_url('https://proxy.nakarte.me/http/88.99.52.155/cgi-bin/tapp/tilecache.py/1.0.0/topomapper_v2/{z}/{x}/{y}.jpg')\n", "\n", "#Без глобального охвата\n", "\n", "#Генштаб 10km\n", "#tiles_provider = make_map_from_url('https://c.tiles.nakarte.me/topo001m/{z}/{x}/{y}')\n", "\n", "#Генштаб 1km\n", "#tiles_provider = make_map_from_url('https://b.tiles.nakarte.me/topo001m/{z}/{x}/{y}')\n", "\n", "#Прочее от ESRI\n", "\n", "#Рельеф с тенями\n", "#tiles_provider = make_map_from_url('https://server.arcgisonline.com/ArcGIS/rest/services/World_Shaded_Relief/MapServer/tile/{z}/{y}/{x}')\n", "\n", "#Суша с тенями\n", "#tiles_provider = make_map_from_url('https://server.arcgisonline.com/ArcGIS/rest/services/World_Terrain_Base/MapServer/tile/{z}/{y}/{x}')\n", "\n", "#Физическая карта\n", "#tiles_provider = make_map_from_url('https://server.arcgisonline.com/ArcGIS/rest/services/World_Physical_Map/MapServer/tile/{z}/{y}/{x}')\n", "\n", "plt.figure(figsize=(10, 10))\n", "\n", "ax = plt.axes(projection=tiles_provider.crs)\n", "\n", "ax.set_extent([-6, 3, 38, 48], ccrs.PlateCarree())\n", "\n", "ax.add_image(tiles_provider, 6);" ] }, { "cell_type": "markdown", "id": "03547ade-83e8-45f3-8d52-7964dc1e4241", "metadata": {}, "source": [ "### Некоторые приемы работы с cartopy" ] }, { "cell_type": "code", "execution_count": 166, "id": "0bf97eda-f33e-4b37-86f2-e6e9d99e6f8b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as mticker\n", "from cartopy import crs as ccrs\n", "\n", "fig = plt.figure()\n", "\n", "ax = fig.add_subplot(projection=ccrs.PlateCarree())\n", "\n", "ax.set_extent([-6, 3, 48, 58], crs=ccrs.PlateCarree())\n", "\n", "# Скрытие части подписей по осям:\n", "gridlines = ax.gridlines(draw_labels=True)\n", "gridlines.top_labels = False\n", "gridlines.right_labels = False\n", "\n", "# Добавление теплокарты:\n", "data = np.random.random((6,6))\n", "im = ax.imshow(data, origin='upper', extent =[-6, 3, 48, 58], transform=ccrs.PlateCarree()) \n", "fig.colorbar(im, ax=ax)\n", "ax.coastlines(resolution='50m')\n", "\n", "#Добавление точки с подписью:\n", "chords = np.array([[0.1],[51.5]])\n", "\n", "ax.scatter(chords[0],chords[1], color=\"red\", transform=ccrs.PlateCarree())\n", "\n", "mpl_trans = ccrs.PlateCarree()._as_mpl_transform(ax)\n", "ax.annotate('LONDON',(chords[0,0]+0.2,chords[1,0]+0.2), color=\"red\", xycoords=mpl_trans);" ] }, { "cell_type": "markdown", "id": "c731a1ef-904a-4eb8-81d3-676a4e41617b", "metadata": {}, "source": [ "### Построение карт из NetCDF файлов" ] }, { "cell_type": "raw", "id": "624d6f6d-b09e-45e6-a9d7-252569141bc1", "metadata": {}, "source": [ "import netCDF4 as nc\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as mticker\n", "from cartopy import crs as ccrs\n", "\n", "# Добавляем encoding если 1. в Windows и 2. в пути к файлу есть русские буквы (и другие символы Unicode)\n", "ds = nc.Dataset(\"file.nc\", encoding=\"cp1251\") \n", "\n", "print(ds) # обзор структуры NetCDF файла\n", "\n", "data = ds['varname'][57,:,:] # получаем нужный срез нужной переменной\n", "\n", "#Задаем экстент по границам данных в файле\n", "ax.set_extent([ds['lon'][0], ds['lon'][-1], ds['lat'][0], ds['lat'][-1]], crs=ccrs.PlateCarree())" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.6" } }, "nbformat": 4, "nbformat_minor": 5 }