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@mikofski
Created November 10, 2022 01:03
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DC_Optimizer_Example
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "1830c662",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib as mpl\n",
"from matplotlib import pyplot as plt\n",
"import seaborn as sns\n",
"import pvlib as pvl\n",
"from pvmismatch import *\n",
"\n",
"sns.set(font_scale=1.5, rc={'figure.figsize': (12, 8)})"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "554d6010",
"metadata": {},
"outputs": [],
"source": [
"pvconst = pvconstants.PVconstants(npts=1001)\n",
"\n",
"pvstr0 = pvstring.PVstring(pvconst=pvconst, numberMods=2)\n",
"pvstr = pvstring.PVstring(pvconst=pvconst, numberMods=2)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "e0946814",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fax = pvstr.plotStr()\n",
"fax.axes[0].grid()\n",
"fax.axes[1].grid()\n",
"fax.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "34cb4d51",
"metadata": {},
"outputs": [],
"source": [
"pvstr.setSuns({1: {'cells': [9, 10, 11, 12, 13, 14, 15, 23, 24, 25, 26, 35, 36], 'Ee': 0.1}})"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "e2a777aa",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<pvmismatch.pvmismatch_lib.pvmodule.PVmodule object at 0x000002095FA24B88>\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pvmod0 = pvstr.pvmods[0]\n",
"print(pvmod0)\n",
"f = pvmod0.plotCell();\n",
"for a in f.axes: a.grid()\n",
"f.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "1456a6e7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<pvmismatch.pvmismatch_lib.pvmodule.PVmodule object at 0x00000209603F2548>\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pvmod1 = pvstr.pvmods[1]\n",
"print(pvmod1)\n",
"f = pvmod1.plotCell();\n",
"for a in f.axes: a.grid()\n",
"f.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "7d5b0701",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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HHgLg22+/5cKFC0yfPt3yhvE///kPI0eOpG/fvvTq1Yvz58/z1VdfUapUKatjdu7cmVdffZXHHnuMrl27cvz4cRYuXJjtfpnc6ujZsycPPfQQLi4uLFq0iDNnzvDWW2/l6XK329W1a1dGjx7NsWPHGDp06G3t+8477zBkyBCGDh1Kx44diYyMJDk5mV9//ZVt27YRGRnJuHHjbuuYVapUoVy5cnz00UekpKRQpkwZdu/ezZIlS3BxcbEKjvndf+zYsfTu3ZvevXtbJuRYuHAhSUlJPPPMM0DmSBFkPocoNjaWLl26MG7cOLZs2cKAAQMYMGAA5cqVswTMvn37Wo0i5sWwYcOYNGkSQ4YM4f7778dsNvP999+TkpJC//79Ldv5+PiwdetWFi5cmOMkD76+vowcOZJ3332XRx99lHbt2nHu3Dm+/PJLGjVqROvWralduzaffvopw4cP5+GHHyYgIIC9e/eydOlSevTocctZCkVEbEnhSESkELVt25atW7fm+uDXLB07dmTu3Ll88MEHzJw5E0dHR+rUqcPrr79OZGSkZbvWrVvz8ccfM2PGDN555x0CAgJ4/fXX+eqrr6yO179/fy5dusS3337Lq6++SlhYGO+//z5z587NNttaTnV8+OGHfPDBBxiNRqpWrcqHH35I69at8/fNyEWbNm1wd3fn6tWreb6kLktgYCCLFi1i/vz5rFy5kt9//53U1FRCQkKYMGECAwcOtJrZLy+cnZ2ZNWsWkydPZt68eZjNZoKDg3n++edJT0/n9ddfZ+/evdSsWTPf+1euXJkFCxbwzjvvMHv2bIxGI7Vr12bKlCmWgNOkSRM6derEunXr2Lx5Mx06dCA4OJiFCxcyffp0S5gqX748EydOvOVDfnPSu3dvnJycmDdvHu+88w4mk4maNWvyySefWE1RPm7cON5++21effVVXn31VaufzSwjRozAz8+PefPmMXnyZPz8/OjTpw+jRo3CwcEBf39/5s2bx/Tp0/nmm2+4dOkSgYGBPPXUUzz++OO3XbuISH4YzDe781dEREREROQeoQt5RUREREREUDgSEREREREBFI5EREREREQAhSMRERERERFA4UhERERERARQOBIREREREQH0nCMrCQnXMJkKZ2ZzX18P4uISC+VcYnvqn/1TD+2b+mff1D/7pv7Zv3u5h0ajAW/v3B8urXD0DyaTudDCUdb5xH6pf/ZPPbRv6p99U//sm/pn/9TDnOmyOhERERERERSOREREREREAIUjERERERERQOFIREREREQEUDgSEREREREBFI5uW0pqBsfPXS3qMkRERERExMYUjm7Tpr1nef2LKNLSM4q6FBERERERsSGFo9uUkmYiPcNMhuaGFxERERG5qygciYiIiIiIoHAkIiIiIiICKByJiIiIiIgACkciIiIiIiIAOBZ1AbdiMplYsGAB8+fP59SpU/j6+tK2bVtGjRqFh4cHAO3bt+fEiRPZ9v3jjz/w8fEp7JJFRERERMQOFftwNHv2bN59912GDRtGkyZNiImJYfr06Rw5coQ5c+Zw7do1Tp48ydixY2nYsKHVviVLliyiqkVERERExN4U63BkNpuZPXs2ffv2ZezYsQA0bdoUb29vRo8ezYEDB0hOTsZsNtO2bVsqV65cxBWLiIiIiIi9Ktbh6Nq1a3Tt2pVOnTpZLQ8JCQHgxIkTxMbG4uLiQsWKFYugQhERERERuVsU6wkZPDw8mDRpEvXr17davnr1agCqVKlCdHQ0pUqVYsyYMURGRhIREcHo0aO5ePFiUZQsIiIiIiJ2Kl8jR2fOnLFJEeXKlcvztn/++SezZs2iXbt2VK5cmYMHDxIbG0vVqlUZNGgQR48eZfr06QwePJglS5bg6upqkxpFREREROTuZjCbzeY73TksLAyDwZC/AgwG9u/fn6dtt2/fzvDhw/Hz8+Orr77C29ub3bt3YzabqVOnjtV2/fv359VXX6VPnz75qu9Gi9cd4dMf97HwjQdxcynWVyWKiIiIiMhtyPe7+3bt2hEaGnpH+x48eJA1a9bkadsVK1YwYcIEKlasyOzZs/H29gagdu3a2batX78+np6eHDx48LbqiYtLxGS6eVa8di0FgNjYq7g63/m3z8/Pk4sXr97x/lK01D/7px7aN/XPvql/9k39s3/3cg+NRgO+vh65rs93OOrQoQNdunS5o32///77PIWjTz/9lClTptCwYUNmzpyJp6cnAElJSfz000/UqFGDsLAwy/Zms5m0tDRLgBIREREREbmVfE3I8NJLL1ldzpYX/5wooW7durz44os33X7RokVMnjyZTp06MXv2bEswAnBxcWHKlCm8//77VvusWbOG69evZ3vukYiIiIiISG7yNXLUr1+/PG2XlpbG6tWrWbJkCZs2bWLv3r0AVKhQgQoVKuS6X1xcHK+//jqBgYEMGDAg271JwcHBjBgxgsmTJ/Paa6/Rpk0bDh06xIwZM2jbti2NGjW68xcnIiIiIiL3lAKdUWDPnj0sWbKE5cuXc+XKFcxm803D0I1+//13kpOTOX36NAMGDMi2furUqQwdOhQPDw/mzZvHokWL8PLyol+/fowaNcqWL0VERERERO5yNg9HcXFxfP/99yxZsoQjR44A4ODgQPv27enXrx9NmzbN87G6d+9O9+7db7ld79696d27952WLCIiIiIiYptwlJ6eztq1a1m8eDEbNmwgPT0dgIoVK3L8+HHefPNNOnXqZItTiYiIiIiIFIh8haP9+/ezePFifvzxRy5duoTBYKBOnTp06NCBDh06AJlTfTs7O9ukWBERERERkYKSr3DUs2dP3NzcaNy4MS1atKBt27b4+/tb1p8+fTrfBYqIiIiIiBSGfE3l7erqyvXr1zl9+jRHjhxh165dJCUl2ao2ERERERGRQpOvkaNNmzaxevVqfvjhBxYsWMD8+fNxdnamWbNmdOjQgWrVqtmqThERERERkQKVr3BUokQJunbtSteuXYmPj2fFihX8+OOPrF27lnXr1mEwGDAYDOzevZtmzZrh6upqq7pFRERERERsKl+X1f2Tj48PAwcO5JtvvmH16tWMGjWKSpUqYTabmTVrFs2bN+eFF17gzz//tNUpRUREREREbMZm4eifgoKC+L//+z+WL1/OkiVLGDJkCB4eHixcuJB+/foVxClFRERERETyxeYPgb1R9erVqV69Os899xxbtmzhxx9/LOhTioiIiIiI3LZ8jRw1b96cVatW5Xn7Ro0a8eqrr1q+/uWXX2jevHl+ShAREREREbGJfIWj2NhYUlJS7nj/69evExcXl58SREREREREbCLfl9U9++yzPPvss7aoRUREREREpMjkKxz16NHDVnWIiIiIiIgUqXyFo//+97+2qkNERERERKRIFchU3iIiIiIiIvZG4UhERERERASFIxEREREREUDhSEREREREBFA4EhERERERARSOREREREREgHxO5f3+++/f9j4Gg4GRI0fm57QiIiIiIiI2p3AkIiIiIiJCPsPRvHnzbFWHiIiIiIhIkcpXOGrYsKGt6hARERERESlSxX5CBpPJxNdff02XLl2IiIigXbt2/Pe//yUxMdGyzYYNG+jVqxd16tShTZs2zJ07twgrFhERERERe5SvkaPCMHv2bN59912GDRtGkyZNiImJYfr06Rw5coQ5c+awY8cOhg8fTqdOnXj66afZvn07U6dOxWw2M2zYsKIuX0RERERE7ESxDkdms5nZs2fTt29fxo4dC0DTpk3x9vZm9OjRHDhwgOnTpxMeHs6bb74JQIsWLUhPT+ejjz5i0KBBODs7F+VLEBERERERO1GsL6u7du0aXbt2pXPnzlbLQ0JCADh8+DBRUVF06NDBan3Hjh25cuUKO3bsKLRaRURERETEvhXrcOTh4cGkSZOoX7++1fLVq1cDEB4eTlpaGpUqVbJaX6FCBQBiYmIKp1AREREREbF7xfqyupz8+eefzJo1i3bt2nH16lUgM0T9k7u7O4DVpA154evrcctt3N1dAChd2hM3l/x9+/z8PPO1vxQt9c/+qYf2Tf2zb+qffVP/7J96mLNCDUfR0dGsWrUKZ2dn6tSpQ6NGjW5r/+3btzN8+HCCgoJ47bXXLCNDBoMhx+2NxtsbGIuLS8RkMt90m2vXUgCIjb2Kq/Odf/v8/Dy5ePHqHe8vRUv9s3/qoX1T/+yb+mff1D/7dy/30Gg03HRApFAvq4uOjub999/HxcWFN998k0WLFuV53xUrVjB06FDKli3LZ599hre3N56emYn3xhGirK+z1ouIiIiIiNxKoY4cNWvWjHnz5tGwYUMeeughkpOT87Tfp59+ypQpU2jYsCEzZ860hJ7g4GAcHBw4ceKE1fZZX994L5KIiIiIiEhuCnXkyNfXl4YNGwKZ9wWVLl36lvssWrSIyZMn06lTJ2bPnm01GuTi4kJkZCS//PILZvP/LodbuXIlnp6e1KxZ0/YvQkRERERE7ko2DUeDBw/mjz/+yHX92rVrefDBB/N8vLi4OF5//XUCAwMZMGAA+/fvZ9euXZaP+Ph4RowYwY4dOxg9ejTr16/n3XffZc6cOTz55JO4ubnZ4mWJiIiIiMg9IF+X1SUnJ5OQkGD5euvWrbRv394ylfY/mUwmfvvtN06dOpXn4//+++8kJydz+vRpBgwYkG391KlT6datGzNmzGD69OmMHDmSgIAAxo8fz6OPPnpnL0pERERERO5J+Q5H3bt3t0ypbTAYeOONN3jjjTdy3N5sNtOsWbM8H7979+507979ltu1b9+e9u3b5/m4IiIiIiIiN8pXOPLx8eHNN99kz549mM1mZs6cSfv27QkNDc22rdFoxMfH57YuqxMRERERESks+Z6trmXLlrRs2RKAM2fO0K9fP+rUqZPvwkRERERERAqTTafy/u9//2vLw4mIiIiIiBQamz/n6LfffuOHH34gNjaWjIyMbOsNBgOff/65rU8rIiIiIiKSLzYNR1999RWvvfYakPlMI2dnZ1seXkREREREpMDYNBzNmzePsLAwPvnkkzw94FVERERERKS4sOlDYM+ePUvfvn0VjERERERExO7YNBwFBwcTGxtry0OKiIiIiIgUCpuGoyeeeIIvvviCw4cP2/KwIiIiIiIiBc6m9xxt374dd3d3unXrRqVKlfDx8cFgMFhto9nqRERERESkOLJpOPr9998BKFOmDMnJyZw+fdqWhxcRERERESkwNg1Ha9euteXhRERERERECo1N7zn6p/Pnz/Pnn39y9epVUlNTMZlMBXUqERERERGRfLN5ONq+fTs9e/akVatW9OvXj71797J161ZatWrFihUrbH06ERERERERm7BpONq9ezdDhw7l2rVrPPLII5blXl5eODo6Mm7cONavX2/LU4qIiIiIiNiETcPRe++9R1BQEN9//z1PPPEEZrMZgFq1arFs2TIqV67Mxx9/bMtTioiIiIiI2IRNw9HOnTvp2bMnrq6u2abw9vDwoE+fPnoGkoiIiIiIFEs2v+fI2dk513UpKSmamEFERERERIolm4ajOnXq8OOPP+a4LikpiUWLFlGrVi1bnlJERERERMQmbBqO/vWvf7F//34GDhzI0qVLMRgM7N69m3nz5tGtWzdOnTrF8OHDbXlKERERERERm7DpQ2AjIiL4+OOPefHFF5kyZQoA06ZNA8DPz49p06bRuHFjW55SRERERETEJmwajhISEmjWrBmrVq1i//79nDhxApPJRGBgIDVr1sTR0aanExERERERsRmbppUePXrQu3dvRo4cSY0aNahRo4YtDy8iIiIiIlJgbHrPUXx8PH5+frY8pJUDBw5Qo0YNzp07Z7W8ffv2hIaGZvuIj48vsFpEREREROTuYtORoy5durBgwQKaNm1KUFCQLQ/N0aNHefLJJ0lPT7dafu3aNU6ePMnYsWNp2LCh1bqSJUvatAYREREREbl72TQcGY1Gjh49SseOHQkODsbX1xej0XpwymAw8Pnnn+f5mOnp6SxYsIC3334bJyenbOujo6Mxm820bduWypUr5/s1iIiIiIjIvcmm4Wjjxo14e3sDmQ98PXPmTL6PuX37dt566y2GDRtGQEAAkyZNslp/4MABXFxcqFixYr7PJSIiIiIi9y6bhqNvv/0WHx8fWx6SypUrs3r1anx9fVm8eHG29dHR0ZQqVYoxY8awceNGMjIyaNWqFc8//3yB3v8kIiIiIiJ3F5tOyNCzZ08++OADWx6S0qVL4+vrm+v6gwcPEhsbS9WqVfnoo4+YOHEi27ZtY/DgwVy/ft2mtYiIiIiIyN3LpiNH8fHxlC5d2paHvKVJkyZhNpupU6cOAJGRkVSuXJn+/fuzbNky+vTpk+dj+fp63HIbd3cXAEqX9sTNJX/fPj8/z3ztL0VL/bN/6qF9U//sm/pn39Q/+6ce5sxuZqvLTe3atbMtq1+/Pp6enhw8ePC2jhUXl4jJZL7pNteupQAQG3sVV+c7//b5+Xly8eLVO95fipb6Z//UQ/um/tk39c++qX/2717uodFouOmASLGfre5mkpKS+Omnn6hRowZhYWGW5WazmbS0NMvkECIiIiIiIrdS7GeruxkXFxemTJlCw4YNef/99y3L16xZw/Xr17M990hERERERCQ3Ng1Ha9euteXhbsnBwYERI0YwefJkXnvtNdq0acOhQ4eYMWMGbdu2pVGjRoVaj4iIiIiI2C+bhqOiMHToUDw8PJg3bx6LFi3Cy8uLfv36MWrUqKIuTURERERE7IhNw9HgwYPztN28efPu6Pg9e/akZ8+e2Zb37t2b3r1739ExRUREREREwMbh6NSpU9mWmUwmEhISSElJITAwkKpVq9rylCIiIiIiIjZRKPccZWRksGbNGiZNmsSwYcNseUoRERERERGbMN56k/xzcHCgQ4cO9O7dm7feeqswTikiIiIiInJbCiUcZalYseJtP5hVRERERESkMBRaOEpNTWXZsmX4+voW1ilFRERERETyrFBmq0tNTSUmJoYrV65oim0RERERESmWCny2Osi85ygkJITOnTvTv39/W55SRERERETEJgpltjoREREREZHirsDvOYqLiyMjI6OgTyMiIiIiIpIvNglHX375JV26dCE9PT3bujfeeIP77ruPzz77zBanEhERERERKRD5Ckdms5nx48fz2muvceHCBc6cOZNtm6CgIIxGI1OmTGHMmDH5OZ2IiIiIiEiByVc4WrRoEcuWLaN///789ttvBAcHZ9tm9OjRrFmzhm7duvHTTz+xdOnS/JxSRERERESkQOQ7HDVo0IAXXngBFxeXXLdzcXHhjTfeICwsjG+++SY/pxQRERERESkQ+QpHR44coW3btnk7kdFIx44diY6Ozs8pRURERERECkS+wpGDgwPOzs553t7b2xujscAnyBMREREREblt+UoqFSpUYO/evXnefs+ePZQrVy4/pxQRERERESkQ+QpHDz74ID/88AOHDx++5baHDx/mhx9+oEWLFvk5pYiIiIiISIHIVzjq27cv5cqVY9CgQSxbtizHh72aTCZ+/PFHhg4diru7O4888kh+TikiIiIiIlIgHPOzs7u7Ox9++CH/93//x3PPPcfLL79MjRo18PPzw2QyERcXx759+0hKSqJs2bLMnDkTf39/W9UuIiIiIiJiM/kKRwAhISEsW7aMr776iuXLl7Njxw7S09MBcHJyom7dunTo0IG+ffve1uQNIiIiIiIihSnf4QjA2dmZoUOHMnToUADi4+NxcHDAy8vLFocXEREREREpcDYJRzfy8fEpiMOKiIiIiIgUGD10SEREREREBIUjERERERERwM7C0YEDB6hRowbnzp2zWr5hwwZ69epFnTp1aNOmDXPnzi2iCkVERERExF7ZTTg6evQoTz75pGUmvCw7duxg+PDhhISEMGPGDLp06cLUqVOZM2dOEVUqIiIiIiL2qEAmZAA4f/48586dIyQkBBcXFxwdHTEabz+Lpaens2DBAt5++22cnJyyrZ8+fTrh4eG8+eabALRo0YL09HQ++ugjBg0apOnDRUREREQkT2w+crR9+3Z69uxJq1at6NevH3v37mXr1q20atWKFStW3NHx3nrrLR599FHGjRtntS4lJYWoqCg6dOhgtbxjx45cuXKFHTt25Ou1iIiIiIjIvcOm4Wj37t0MHTqUa9eu8cgjj1iWe3l54ejoyLhx41i/fv1tHbNy5cqsXr2ap556CgcHB6t1J0+eJC0tjUqVKlktr1ChAgAxMTF3+EpEREREROReY9PL6t577z2CgoJYvHgxSUlJfPbZZwDUqlWLZcuW8fDDD/Pxxx/TsmXLPB+zdOnSua67evUqAB4eHlbL3d3dAUhMTLyt+n19PW65jbu7y991eeLmkr9vn5+fZ772l6Kl/tk/9dC+qX/2Tf2zb+qf/VMPc2bTcLRz507+7//+D1dXV5KTk63WeXh40KdPH6ZPn26z85nNZgAMBkOO62/3Hqe4uERMJvNNt7l2LQWA2NiruDrf+bfPz8+Tixev3vH+UrTUP/unHto39c++qX/2Tf2zf/dyD41Gw00HRGx+z9HNJkBISUnBZDLZ7FyenpmJ98YRoqyvs9aLiIiIiIjcik3DUZ06dfjxxx9zXJeUlMSiRYuoVauWzc4XHByMg4MDJ06csFqe9fWN9yKJiIiIiIjkxqbh6F//+hf79+9n4MCBLF26FIPBwO7du5k3bx7dunXj1KlTDB8+3Gbnc3FxITIykl9++cVyiR3AypUr8fT0pGbNmjY7l4iIiIiI3N1sGo4iIiL4+OOPOXfuHFOmTMFsNjNt2jTeeOMNrl+/zrRp02jcuLEtT8mIESPYsWMHo0ePZv369bz77rvMmTOHJ598Ejc3N5ueS0RERERE7l42fwhss2bNWLVqFfv27ePkyZOYTCYCAwOpWbMmjo62f+ZskyZNmDFjBtOnT2fkyJEEBAQwfvx4Hn30UZufS0RERERE7l62Tytkzh5Xs2ZNm1/W1rNnT3r27Jltefv27Wnfvr1NzyUiIiIiIveWfIWjwYMH3/Y+BoOBzz//PD+nFRERERERsbl8haNTp07Zqg4REREREZEila9wtHbtWlvVISIiIiIiUqRs/hBYERERERERe2TTCRnyeg/SvHnzbHlaERERERGRfLNpOMrpHiSTyURCQgIpKSkEBgZStWpVW55SRERERETEJmwajnK7BykjI4M1a9YwadIkhg0bZstTioiIiIiI2ESh3HPk4OBAhw4d6N27N2+99VZhnFJEREREROS2FOqEDBUrVuTgwYOFeUoREREREZE8KbRwlJqayrJly/D19S2sU4qIiIiIiORZocxWl5qaSkxMDFeuXGHUqFG2PKWIiIiIiIhNFPhsdZB5z1FISAidO3emf//+tjyliIiIiIiITRTKbHUiIiIiIiLFXaFOyCAiIiIiIlJc5WvkKLd7jG7GYDDw+eef5+e0IiIiIiIiNpevcJTTPUZxcXGkpKTg5eVFhQoVMJlMnD59moSEBEqVKkXlypXzc0oREREREZECka9wdOM9Rlu2bGH48OFMnjyZrl27YjT+76q9H3/8kUmTJjFgwID8nFJERERERKRA2PSeo9dee42HHnqI7t27WwUjwDJT3XvvvWfLU4qIiIiIiNiETWerO3HiBP369ct1fZkyZbhw4YItT1lk3l6wCweDwXrhDV/fsNZqtZOTI2lp6dmOa7jxmDc5Rm7nuVUd2ReA4YaFtygjh9d2ix3ycswcNrhV7bf92u+gjpxqcHVx4npKWq7nuHFpth+Vm2+erR859+yGr29x0FvXkP/v/63qzvF7dYvXfut+3aKGXOooUcKZpKRUm9SQ8zZ5//cg5+MV/O9D3l7X7f17kuP3/xbnvZN/wzw8XEhMTMl5Pbf/b+md/Ftyy9+HW9VwywUF8PuQp/+H5LeGW//sljx7lSuXk29yzNv89yuHhbf775HBkFm74e+VWZ8b+PtzQ9Z2mZ8b+HvZPz63Wm61beYJjLkt58bjZG5ozDz53zXcsPyGc2LIXG4wGDAaDRjz8gsuItnYNBxVqlSJ5cuX069fPxwcHKzWpaSk8N133xEaGmrLUxa68Ire1KjoTYbJnOs25hxWmW9YbjKbMf3jGDd+luPRzTd+mW3BrXbJoTbzLdbncNhb1ZHjNrdXR97Oe+Mxc+9JbufNfg7zLdZn/sfBwUhGhinH136rMm7Zg9s8XuY2eas79/W3/v7f+nXdfIM8/Wzd4ufRlj+LBrL/Xualhpxkr/PmhefhkCIi+WbMCkrGzM8djAZLeHIwGixhysH4v0D1v//yv88tx8n83M3VibS0dByMBhwdjDg4GHByMOLgYMTR4e9lRgNOjkYcjP9Y9vd2WZ87OhhxNBpwdMxc5uzkgIvj3/91csDJyaiQJ4XOYM7LO8o8WrFiBWPGjKFOnTr07NmT8uXLk5KSwrFjx/j66685c+YMH3/8Mc2aNbPVKW0qLi7RKrAUJD8/Ty5evFoo5xLbU//sX3HuYU7/LN9uMLz9kJ79oPkNp3cSLPP6x4LSpT2IjU3M5Zi2/WNBTi/D1n8suKM/Mt3ioHn4G9Rt/5Hpdv/AlFsd3j7uJMRfs0kNOW5zB78PZsxg/t/nZvP/asn63EzWH1X+3vbvz83m3JdD5h9EbzwO5lyWZ22f23FyWG6pzWzGZAazyUyGyZz5h9i//xhrMv3vD7P/W5a1DWSYzJj//joj2zZY7Wc0GklNSyfDZCYjw0y6yUR6hpmMjMz/pmeYbvpH5Nvh5GjE+e/A9M/w5OxkxNkx879uLo6ZH84O//v8748SLo64ujhYPnd00FNsoHj/P7CgGY0GfH09cl1v05GjBx54gOvXr/P222/z4osvYjAYLP+wBAYG8v777xfbYCQiUlzcySV1uV3gebfyLOHMdTenoi5D7pCfnyfujvfWz+zdJC9vrE3mv4PT30EpLd2UGZ5Mfy/LMJOWYbIEqtT0DNLSTaSkZZCaZiI1/e///v11SnqG5fOsdYlJaaSkZZCcmsH1lHRS0023rN3J0YiHmxOeJZzwdHPCo4Rztq8z/+tEKQ8X3F0d83TrgNw9bBqOAHr27En37t3Zt28fp0+fxmAwUL58ecLDw219KhEREREphowGA0bHzEvrCkt6honklPS/PzIsnyelpHM9NYOklHSSr6dzNTmVxKQ0riancfHSFa4mp5Gckv0+cMgMU6U8nPH2cKGUpwulPFzw9vzfR2kvN7w8nHX5313E5uEI/h7WNZkwmUw4OztjMt06yedHeno69erVIyUlxWp5iRIl2LlzZ4GeW0RERESKnqODEc8SzniWcL7tfdMzTCQmp2WGpqRUriSlcTkxhYTEFBKupnApMZVjZ6+SkBhL2g0jVE6ORkp7ueJXyu1/H16u+Hu7EeBTQpfy2Rmbh6N169bx8ssvc/78eavl/v7+vPjii7Rp08bWpyQmJoaUlBSmTJlCxYoVLctvnE5cRERERORGjg5GSnlkjgzdjNlsJiklnYSrKcRfSSH2cjIXLyVz8dJ1Ll5K5tDJS1xPzbBsbzQY8Pd2o1xpd8r6lqBcaXfK+bpTxrcELk4ONzmTFBWbhqOoqChGjRqFr68vo0ePpnLlypjNZo4ePcr8+fP517/+xbx586hXr54tT8vBgwcxGo107NgRNzc3mx5bRERERAQy7wl1d3XC3dWJIL/sN/WbzWauXU/n4qVkzsUncTbuGmdiM/+763CsZRIOA1DGtwQVynhSISDzIzjAkxKuBXJRl9wGm3ZgxowZBAYG8u233+Lp6Wm1rn///vTq1YsPP/yQTz75xJan5cCBAwQHBysYiYiIiEiRMRgMeLg54eHmRKWyJa3WpWeYOJ+QzNnYa5y6mMiJ84lEn7jE5n3/u9rK39uNimU8qRLoRdWgUgT5u+OgK6EKlU3D0e7duxk5cmS2YATg4eHBQw89ZPNgBBAdHY2zszPDhg1jx44dODo60qlTJ8aPH4+HR+5T9YmIiIiIFAZHByOBpd0JLO1OZJi/Zfnla6mcOH+V4+cyPw6fuszWAxcAcHF2oHK5klQNKkWVIC+qBHrpcrwCVqhjdwaDgbS0NJsf9+DBgyQmJtK7d2+GDx/O3r17mTFjBjExMcybN09TMIqIiIhIseTl7kytEF9qhfhalsVdvs7hU5c4fPoyR05dZtmGGMxkBqyqQV6EV/SmRiUfggM8NVOejdn0IbBDhgzh3LlzLF68mBIlSlitS0xMpFevXgQEBDBv3jxbnRKArVu34uXlRWhoqGXZsmXLePbZZ5k7d66erSQiIiIidivpehoHjsWz69BFdh26yLGzV4DMZ77VqVqaBuEBRFYvQ0n325+pT6zZNBxFRUUxePBgypQpw8CBAy0zx2VNyHD+/HnmzJlD48aNbXXKXF25coUGDRowfvx4hg0blqd94uISMdnoic63ci8/mfhuoP7ZP/XQvql/9k39s2/qX9G7nJjC/mMJ7DsWz75j8VxOTMVoMFA1yIuIqqWpW80P/1K534t/L/fQaDTg65v7bTc2vawuMjKSGTNm8MorrzB16lTL5Wxmsxk/Pz+mTZtm82AUFxfH2rVrady4MeXLl7csv379OgDe3t42PZ+IiIiISFHy8nChSc0yNKlZBpPZzPFzV9l5+CI7D8fyzdojfLP2CIF+7jQM86dReAD+3iVufVABCuCeo7Zt29KqVSv27dvHqVOnAAgMDKRGjRo4Otr+FieDwcALL7zA4MGDmThxomX5ihUrcHBwoH79+jY/p4iIiIhIcWA0GKhUtiSVypakZ4vKXLiUzK5DF9l+6CJLfo9hye8xVCpbksbhATSs7o/XLZ7ldK8rkAkZHBwcqF27NrVr1y6Iw1vx8fFhwIABfPHFF3h4eBAZGcn27dv56KOPGDBgABUqVCjwGkREREREigP/Um50aBhMh4bBxF2+ztaD59my7zxfrznMN2sPE17BmwebV6ZyGQ+cHDVN+I3ydc/RP0dq8nxCg4E33njjTk+Zo7S0ND777DO+++47Tp8+TUBAAH369OGxxx7DeBtzw+ueI8kr9c/+qYf2Tf2zb+qffVP/7NOZ2Gts3n+eP/aeI+7KdTzcnGhaswz31SlHYGn3oi6v0NzqnqN8haOwsDCr+4rywmAwcODAgTs9ZYFSOJK8Uv/sn3po39Q/+6b+2Tf1z76ZzGZOJ1znh9/+Yuehi2SYzFQJ9KJ1RCANqvvj6HB3jyYV6IQM1apV49ChQ/j4+NC2bVvat29PkyZNcHJyys9hRURERESkABgNBuqF+lPex40r11LZtPccv/15hk9+3M/CdUdoXS+QVnUD79lpwfM9lfepU6dYvXo1q1atYufOnZQoUYJWrVrRvn17WrZsiaurq61qLXAaOZK8Uv/sn3po39Q/+6b+2Tf1z/7d2EOT2cz+mHhWRZ1iz9E4HB2MNK4RQPvI8pT3z32UxR4V6GV1N4qPj2f16tWsXr2aP/74AwcHB5o2bUr79u1p06YNXl5etjpVgVA4krxS/+yfemjf1D/7pv7ZN/XP/t2sh2fjrrE66hQb954lNc1E7cq+dG5SkSpBxft9fF4Vajj6p8TERNavX8/q1av57bffSElJITIykg4dOtC/f/+COGW+KRxJXql/9k89tG/qn31T/+yb+mf/8tLDa9fTWLfjNL9sO0lichphwaV4sGlFwit4W+YcsEdFFo7+6fDhw0yZMoUNGzZoQoa/6R8W+6b+2T/10L6pf/ZN/bNv6p/9u50epqRmsH7XaX7eeoJLialUKluSbs0rUivE1y5DUoFOyHAzu3btYu3ataxZs4ajR49iNBpp0KAB7dq1K6hTioiIiIiIDbk4O9ChYTCt6wWxcc9ZVmw+zruLdlM1yIteLStTrXypoi7RpmwWjlJTU9m0aRNr1qxh3bp1xMXF4erqStOmTXnsscdo3bo1pUqVstXpRERERESkkDg5GmkVEUjz2mX5ffdZlm2MYfJXO6gZ4kOvFpWpUMazqEu0iXyFo4SEBH799VfWrFnDxo0bSU5Oxtvbm1atWtGuXTuaN2+Oi4uLrWoVEREREZEi5OhgpHVEIE1rlmHtjlOs+OM4L3+2jQZh/vRqVRn/Um5FXWK+5CscNWvWDLPZTFBQEH379qVdu3bUr1/fLq8/FBERERGRvHFxcqBTowq0rBPIL9tO8PPWE+w8fJH2DcrTuUlF3FwK7O6dApWvCRnCwsL+d6A8BiKDwcD+/fvv9JQFShMySF6pf/ZPPbRv6p99U//sm/pn/wqihwlXU1i8/i827j1HyRJO9GxZmea1ymI0Fq9BkwKdkKFHjx752V1ERERERO4C3p4uDOscTpv6QXy95jCf/XSQNdtP0b9dVUKDvYu6vDwrlKm87YVGjiSv1D/7px7aN/XPvql/9k39s38F3UOz2cy2gxdYtO4IcVdSaFazDL3bVKFkCecCO2deFdlU3iIiIiIicu8xGAw0rB5AnSql+XHTMX7ecoJdR2Lp3boKzWuXxViM5ycwFnUBIiIiIiJy93FxcqBXy8q8NLQBgX4efPbTQSZ/uYNTFxKLurRcKRyJiIiIiEiBCfTz4Ln+EQx7sDrn4pN46dNtfLf+L9LSTUVdWja6rE5ERERERAqUwWCgWa2y1KlSmgVrD7P8j+PsOhzLow9Wp1LZkkVdnoVGjkREREREpFB4uDkx7MFwnuldh6SUdF6bF8WiX4+Qlp5R1KUBCkciIiIiIlLIalf25dVhjbivdll+2nyClz7dxl+nLxd1WQpHIiIiIiJS+Eq4OjKkU3XG9KlDSloGb3y5ncW/HSU9o+juRVI4EhERERGRIlMzJHMUqWnNMvy46Rj//XIH5+OTiqQWhSMRERERESlSbi6ODHswnP/rXpMLCZkz2v325xnMZnOh1qFwJCIiIiIixUJkmD8vP9qQkHIl+eyng7y/eA9Xk1IL7fwKRyIiIiIiUmz4lHRlbL+69GldhT1H43hh7laiTyQUyrkVjkREREREpFgxGgzc3yiYSYMjcXV2ZOrXO/lh0zFMBXyZ3V0Tjn788UcefPBBateuTadOnVi6dGlRlyQiIiIiIvkQHODJC49E0rB6AEt+O8q0hX9ypQAvs7srwtFPP/3EuHHjaNasGTNnzqRhw4Y899xz/Pzzz0VdmoiIiIiI5IObiyNPdAln8P2hRJ+4xEtzt3Lo5KUCOZdjgRy1kL3zzjt06tSJ559/HoD77ruPy5cv895773H//fcXcXUiIiIiIpIfBoOBVnUDCSlbkg+X7mXq/J30aFGJTo0rYDQYbHYeux85OnnyJCdOnKBDhw5Wyzt27MjRo0c5efJkEVUmIiIiIiK2FBzgyQtDGhAZ5sd364/y/nd7SLqebrPj2/3I0dGjRwGoVKmS1fIKFSoAEBMTQ/ny5fN0LKPRdqmzOJ5PbEv9s3/qoX1T/+yb+mff1D/7Z889dHdzYkT3mtSpco4fNx1j5tI9PHJ/GGV8Stxy31u9brsPR1evXgXAw8PDarm7uzsAiYmJeT6Wt7e77QrLA19fj1tvJMWW+mf/1EP7pv7ZN/XPvql/9u9u6GHXVp50bVXVpse0+8vqsp6aa7jhWsOs5Uaj3b9EEREREREpBHafHDw9PYHsI0TXrl2zWi8iIiIiInIzdh+Osu41OnHihNXy48ePW60XERERERG5GbsPRxUqVCAoKCjbM41++eUXKlasSLly5YqoMhERERERsSd2PyEDwMiRI5k4cSJeXl60atWKtWvX8tNPPzFt2rSiLk1EREREROyEwZw1c4Gd++abb5g7dy5nz56lfPnyPPHEE3Tv3r2oyxIRERERETtx14QjERERERGR/LD7e45ERERERERsQeFIREREREQEhaNC9+OPP/Lggw9Su3ZtOnXqxNKlS4u6JMmDAwcOUKNGDc6dO2e1fMOGDfTq1Ys6derQpk0b5s6dW0QVyo1MJhNff/01Xbp0ISIignbt2vHf//7X6plo6l/xZTab+eyzz+jYsSO1a9ema9eu/PDDD1bbqH/246mnnqJ9+/ZWy9S/4i09PZ3atWsTGhpq9REREWHZRj0s3rZt28bDDz9MnTp1aN68Oa+++qrlOaCg/uXmrpitzl789NNPjBs3jsGDB3PfffexevVqnnvuOVxdXbn//vuLujzJxdGjR3nyySdJT0+3Wr5jxw6GDx9Op06dePrpp9m+fTtTp07FbDYzbNiwIqpWssyePZt3332XYcOG0aRJE2JiYpg+fTpHjhxhzpw56l8x9/HHHzN9+nRGjRpF3bp1+e233xg3bhwODg488MAD6p8d+f7771m1ahXBwcGWZepf8RcTE0NKSgpTpkyhYsWKluVGY+bf1dXD4m3Xrl0MHTqUNm3a8OGHH3L8+HHeeecd4uPjmTZtmvp3M2YpNO3atTM/88wzVsuefvpp8/33319EFcnNpKWlmb/88ktzRESEuWHDhuZq1aqZz549a1n/yCOPmHv37m21z9SpU82RkZHmlJSUwi5X/sFkMpkbNGhgfumll6yWL1++3FytWjXz/v371b9iLDU11dygQQPzK6+8YrV84MCB5ocffthsNuv3z16cO3fO3KBBA3OLFi3M7dq1syxX/4q/ZcuWmcPCwsxJSUk5rlcPi7cBAwaYBwwYYDaZTJZlX375pblt27bmpKQk9e8mdFldITl58iQnTpygQ4cOVss7duzI0aNHOXnyZBFVJrnZvn07b731Fo8++ijjxo2zWpeSkkJUVFSO/bxy5Qo7duwozFLlBteuXaNr16507tzZanlISAgAhw8fVv+KMQcHB7744gueeOIJq+VOTk6kpKTo98+OTJo0iWbNmtGkSRPLMvXPPhw4cIDg4GDc3NyyrVMPi7f4+HiioqJ4+OGHMRgMluUDBgxg9erVGI1G9e8mFI4KydGjRwGoVKmS1fIKFSoAmcPXUrxUrlyZ1atX89RTT+Hg4GC17uTJk6SlpamfxZSHhweTJk2ifv36VstXr14NQHh4uPpXjBmNRkJDQwkICMBsNhMbG8usWbPYtGkTffv21e+fnVi0aBH79u3jP//5j9Vy9c8+REdH4+zszLBhw4iIiKBBgwa88MILJCYmqofF3KFDhzCbzXh5efHMM89Qt25d6tevz4svvsj169fVv1vQPUeF5OrVq0Dmm7Z/cnd3B7C6SVyKh9KlS+e6Tv20P3/++SezZs2iXbt26p8d+eWXX/jXv/4FQKtWrejatSsHDhwA1L/i7PTp0/z3v//lv//9Lz4+Plbr9PtnHw4ePEhiYiK9e/dm+PDh7N27lxkzZhATE8OYMWMA9bC4io+PB2DChAm0b9+eDz/8kOjoaN59911SUlLo27cvoP7lRuGokJj/ftbuP4c3/7k86wZHsQ+59TOL+lm8bN++neHDhxMUFMRrr71m+auY+lf8hYeH8+WXXxIdHc17773HE088wTPPPAOof8WV2Wzm+eefp2XLlnTs2DHH9aD+FXfTpk3Dy8uL0NBQABo0aICvry/PPvssGzduBNTD4iotLQ2AevXq8eKLLwLQpEkTzGYzU6ZMoU+fPoD6lxuFo0Li6ekJZE/jWVMqZq0X+5BbP7O+Vj+LjxUrVjBhwgQqVqzI7Nmz8fb2JjY2FlD/7EH58uUpX748DRo0wMPDg+eee87y5lr9K56++uoroqOj+eGHHyyzfGb1LD09Xf9+2omGDRtmW9aqVSurr9XD4ilrBKhFixZWy5s3b87kyZPZs2cPoP7l5t6OhoUo67rOEydOWC0/fvy41XqxD8HBwTg4OGTrZ9bX6mfx8OmnnzJmzBjq1q3LV199hb+/P6D+FXeXLl1i6dKlnD9/3mp5eHg4AKdOnVL/irGVK1eSkJBA8+bNqVGjBjVq1GDp0qWcOHGCGjVqEBUVpf4Vc3FxcSxatCjbZFHXr18HwNfXVz0sxrKmXk9NTbVanjWiFBQUpP7dhMJRIalQoQJBQUH8/PPPVst/+eUXKlasSLly5YqoMrkTLi4uREZG8ssvv1j+IgqZbwo8PT2pWbNmEVYnkHkz+OTJk+nUqROzZ8+2+kuY+le8mUwmJkyYwIIFC6yWZ13KU6tWLfWvGHv55Zf59ttvrT5at25NmTJl+Pbbb7n//vvVv2LOYDDwwgsv8OWXX1otX7FiBQ4ODjRt2lQ9LMYqV65MYGAgK1assFq+bt06HB0diYiIUP9uQpfVFaKRI0cyceJEvLy8aNWqFWvXruWnn35i2rRpRV2a3IERI0YwdOhQRo8eTY8ePdi5cydz5sxh7NixOU59KoUnLi6O119/ncDAQAYMGMD+/fut1gcHB6t/xZiPjw/9+/dn1qxZuLq6UqtWLbZv387HH39M7969CQkJUf+Ksawp8/+pVKlSODs7U6tWLUD/fhZ3Pj4+DBgwgC+++AIPDw8iIyPZvn07H330EQMGDKBChQrqYTFmMBgYN24cY8aMYdy4cfTs2ZO9e/fy4YcfMmjQIHx8fNS/mzCY/xkZpcB98803zJ07l7Nnz1K+fHmeeOIJunfvXtRlyS0sXryYiRMnsn79esqUKWNZvmrVKqZPn05MTAwBAQEMGDCARx99tAgrFYClS5fy3HPP5bp+6tSpdOvWTf0rxtLS0vjss8/49ttvOXPmDGXKlKF379489thjlpuF1T/7MWHCBLZv386qVassy9S/4i3rd/C7777j9OnTBAQE0KdPH/0O2pHVq1czc+ZMjhw5gq+vL3379uXJJ59U/25B4UhERERERATdcyQiIiIiIgIoHImIiIiIiAAKRyIiIiIiIoDCkYiIiIiICKBwJCIiIiIiAigciYiIiIiIAApHIiIiIiIigMKRiIiIiIgIoHAkIiIiIiICKByJiIiIiIgACkciIiIiIiKAwpGIiIiIiAigcCQiIiIiIgIoHImIiIiIiAAKRyIiIiIiIoDCkYiIiIiICKBwJCIiIiIiAigciYiIiIiIAApHIiIiIiIigMKRiIiIiIgIoHAkIiIiIiICKByJiNjUhAkTCA0NpXr16sTHx+e6XdeuXQkNDWXChAk2O3ebNm0YNGhQoe2Xk6zX/8+P6tWrU69ePXr37s2SJUtueYyJEycSGhrK7t27c90mIyODZs2a0bNnz1seLzU1lYULF9KvXz8aNWpErVq16NKlC7NmzSI1NdVq20GDBtGmTZtbv9BiJjEx8aY/b7drxowZhIaGcurUqdve9+TJk5bPT506RWhoKDNmzLBZbSIiBcmxqAsQEbkbmUwm1q1bR69evbKtO3nyJNHR0UVQVeGZOHEi3t7eAJjNZhITE1m2bBkTJkwgISGBRx99NNd9u3btyuLFi/n555+pXbt2jtts2bKF2NhYHn/88ZvWcfHiRUaOHMnu3bvp0KED999/Pw4ODmzcuJG3336bDRs2MHv2bJydne/8xRaxvXv3MmLECN566y0aNWpkk2O2b9+e4OBgfHx8bmu/YcOG4efnx+TJkwHw8fFh6tSphIaG2qQuEZGCpnAkIlIAgoKCWLNmTY7haPXq1fj4+Nj0L/3FTbt27QgKCrJa9tBDD/HAAw8wc+ZMBg4cmGsgadSoEf7+/qxcuZLx48fnuM2KFStwcHDgwQcfzLUGs9nMmDFjOHjwIHPnzqVp06aWdYMGDeKTTz7hrbfe4u2332bixIl38CqLh0OHDnHhwgWbHjMsLIywsLDb3m/Dhg306NHD8nWJEiXo1q2bLUsTESlQuqxORKQAtG3blk2bNnH9+vVs61atWmWXl27ll6urK23atCExMZHDhw/nup3RaKRz586cOnWKvXv3ZluflpbGqlWraNKkCX5+frkeZ9WqVWzdupUnnnjCKhhlefzxxwkJCWHp0qU59klERO49CkciIgWgXbt2JCcns2nTJqvlcXFx7Ny5kw4dOuS4X1RUFEOGDCEiIoKIiAgGDx7Mtm3bsm23YsUKunXrRu3atencuTObN2/Otk1u9xLl5R6jnTt3MnToUEsdjz766E3vAcorg8EAZN4zdDNdunQBYOXKldnWbdq0iUuXLlm2yc3y5csB6NOnT67bfPLJJ/z666+4urpaLd+wYQM9e/akVq1atGrVig8++ACTyWS1zc8//8zAgQOpX78+NWvWpE2bNkydOtXqPqZBgwYxbNgwpk2bRkREBE2aNLFcUpmX/QH++usvnn76aRo1akT9+vUZNGgQUVFRQOa9QVmjXoMHD7YK3efOnWP8+PE0btyYWrVq0b17d5YtW2Z17AkTJnD//ffz1Vdf0aBBAxo0aMBvv/2W4z1HX3/9NV26dKFOnTo0atSIkSNHWkJu1r1FAEuWLCE0NJQtW7bkes/R999/T69evahbty4tWrTghRdesBpJjY6OZtiwYTRu3Jg6derQo0cPvv3221z7KCJiKwpHIiIFoH79+nh7e7NmzRqr5WvWrMHNzY0mTZpk22fNmjUMGjSIs2fPMmLECEaMGMHZs2cZMmSI1XEWL17M6NGjcXNz49lnn6Vx48YMHz6c2NhYm9S+ceNGBg0axNWrV3n66acZMWIEZ86cYcCAAZY35XfCZDKxdetWnJ2dqVy58k23DQ8Pp0qVKjmGo+XLl+Pm5kb79u1veox9+/YRGBiIv79/rtsEBQXh5uZmtezixYuMGjWKxo0b8/zzz1OuXDnee+895s2bZ9lm0aJFPP3003h6ejJu3DjGjx9PYGAgc+bMYdasWVbH27FjB8uXL+fZZ5+lR48eVKlSJc/7Hzt2jD59+rB582YGDhzImDFjuHTpEkOHDmX37t20b9+evn37AjB8+HCef/55AM6fP0/v3r3ZtGkTgwYN4rnnnsPb25tnn32W2bNnW9V39uxZZs6cyVNPPUWfPn2oU6dOtu/TsmXLeOmllwgPD+ff//43Q4cOZceOHZafk6x7iwAiIyOZOnVqrj3+5JNPGD9+PC4uLowZM4YePXqwbNkynnzySdLT04mPj2fYsGFcuHCBESNGMHHiRDw8PPj3v//NDz/8kGsvRURsQfcciYgUAAcHB1q3bs26deswmUwYjZl/i1q1ahWtWrXKdr9Neno6r7zyCgEBAXz33Xd4eHgA0K9fPzp37szLL79MixYtMBqNvPXWW9SqVYsvvvgCJycnIDNM2OK+GZPJxIsvvkitWrX48ssvcXBwAGDgwIF0796d1157jaVLl97yOFeuXLGMBGRkZHD69Gk+++wzDh48yJAhQ3B3d7/lMbp06cK0adM4cOAA1atXBzJnnluzZg1t27a95TFiY2PvaCKA1NRU3nnnHUv46tKlCy1btmTVqlUMGTIEgLlz5xIREcEHH3xgGQ3r378/bdu2ZeXKlTz11FOW4yUlJfHRRx9ZTZaQ1/3fffdd0tPTWbx4MRUqVADggQceoH379syZM4f33nuPunXrsmDBApo2bWo5x7Rp00hNTeWHH36whMOBAwcyduxY3nvvPXr06IGvry8A169f58UXX7zpzH8//PADVatWZcqUKZZl1atXZ+rUqRw6dIj69evTrVs3xo8fT/ny5S33Gd04293ly5eZMWMG9913Hx9//LHl5ysoKIhJkyaxceNGrl27xsWLF/nwww+pVasWAD179qRfv34cOnQob00UEblDGjkSESkgbdu2JS4ujl27dgGZ0y3/8ccftGvXLtu2+/fv59y5cwwYMMASjABKlizJwIEDOX/+PHv37mXfvn3ExcXRs2dPSzAC6NatG15eXvmuef/+/Zw8eZJ27dpx+fJl4uPjiY+P5/r167Ru3ZoDBw5w7ty5Wx6nR48eNGnShCZNmtC8eXP69u1rGRkbO3Zsnmrp3LkzBoOBn3/+2bJs/fr1JCYm0rVr11vubzQab3n5Xk7c3NysLk/z8PAgJCTEamRu2bJlzJo1yxJsIPOSyZIlS5KUlGR1PFdXVxo0aGC1LC/7m0wm1q9fT8uWLS3BCMDb25v58+czadKkHOs3mUysXr2ayMhIHB0dLT2Mj4+nQ4cOpKamsnHjRqt9mjdvftPvSZkyZTh69Cjvv/++JfC0bNmS5cuXU79+/Zvu+0+bNm0iJSWFAQMGWIIR/G+GwoYNG1KmTBkA3n77baKiosjIyMDZ2ZnFixfn+WdHROROaeRIRKSANG/eHDc3N9auXUu9evVYv349RqORli1bZts26w1npUqVsq0LCQkB4MyZM5YRqODgYKttHBwcrN5A36kTJ04AMHXqVMtlUjc6e/as5Q1sbt58801Kly4NZIaUkiVLUrlyZVxcXCzbXL9+natXr1rtV6JECcuIUFBQEPXq1ePnn39m9OjRQOYldb6+vjRr1uyWr8XPz++OZgQsVaqU1Rt3yAw4cXFxlq+dnJzYtm0bP/74I0ePHuXEiROW9YGBgdmOl9W329n/0qVLJCUl5djXatWq5Vp/QkICV69eZfXq1axevTrHbc6ePWv1ddYoUm5GjhzJrl27mDFjBjNmzKBKlSq0adOG3r17Z/tZvJnTp08DZHtNLi4u1KhRA4B69eoxaNAgvvzyS/744w9KlSpF8+bN6dKlC61atcrzuURE7oTCkYhIAXF1daVp06asWbOGcePGsWrVKpo2bZrj5WBmsznX42Stc3JyskwKkJKSkm27GycMyM3NRlOyjvH0009Tt27dHLfJCms3U69evWxTed9oxYoV2S4FfOqppxg1apTl6y5duvDSSy8RHR1NcHAwv/76Kw899BCOjrf+31dERARLlizhwoULud539NVXX7Fp0ybGjBljuUfmxiCTk7fffptZs2YRHh5O3bp16datGxEREbz66qvZgseNQSuv+2f1KS/1/FPWfh07dqRfv345blO+fPlb1vhPZcqU4fvvv2fLli2sWbOG33//nVmzZvHpp58yd+5cGjZsmKfasn6+bvWaJk2axODBg1m5ciW//fYbK1eu5Mcff6Rv37688soreTqXiMidUDgSESlA7dq1Y+LEiRw6dIjffvuNf//73zlulzVacPTo0WzrYmJigMw3qFlvYo8dO2a1jdls5vTp01StWtWyzGg0Zpv5LD09nYSEhFz/2p9VR4kSJbJNf717924uX76cbWa3O9W8eXM+/fRTq2U3vmnv1KkTr7/+OqtWraJKlSokJyfn6ZI6yHyQ6ZIlS/juu+8YMWJEtvUmk4lFixZx5MgRXn755TzXffr0aWbNmkW3bt2yja7lZVKMvO7v7e2Nq6srx48fz3aMOXPmEBsby3PPPZdtnY+PD25ubqSnp2fr4ZkzZ9i/f3+2SShuJWuGvaxLJQG2b9/OI488whdffJHncFS2bFkAjh8/TsWKFS3LU1NTefbZZ+nSpQt169bl8OHDNGnShMcff5zHH3+chIQERo4cycKFC3n22Wfx9PS8rfpFRPJK9xyJiBSg1q1b4+DgwJQpU7h+/XquzzeqUaMGfn5+fP311yQmJlqWJyYmMn/+fPz8/KhZsybh4eEEBgby9ddfk5ycbNlu+fLlJCQkWB2zdOnSxMTEWD3DZ+3atTmOOmWpWbMmfn5+fPHFF1y7ds2qjmeeeYaJEyfecpQhr/z9/WnatKnVx43hqFSpUtx33338+uuvrFu3jooVK1K7du08Hb9t27bUrVuXWbNmsWXLlmzrZ8yYwYEDB+jTp4/lEsC8uHz5MgBVqlSxWr5+/XqOHTtGenq6TfZ3dHSkWbNmrF+/3mo06vLly8yZM8dyCWTWKEzWqIyjoyMtWrRg/fr1HDx40OockydPZuTIkdl+Vm7l6aefZvz48VajjuHh4Tg5OVmNAhmNxpuOYDZt2hQnJycWLlxoNVr6888/W+4tW7x4MUOGDGHPnj2W9d7e3lSoUAGDwXDbI2kiIrdDI0ciIgXI29ub+vXrs2HDBho1aoS3t3eO2zk5OfGf//yHZ555hl69evHQQw8B8O2333LhwgWmT59ueVP4n//8h5EjR9K3b1969erF+fPn+eqrryhVqpTVMTt37syrr77KY489RteuXTl+/DgLFy7Mdk9MbnX07NmThx56CBcXFxYtWsSZM2d466238nRJmy117dqV0aNHc+zYMYYOHXpb+77zzjsMGTKEoUOH0rFjRyIjI0lOTubXX39l27ZtREZGMm7cuNs6ZpUqVShXrhwfffQRKSkplClTht27d7NkyRJcXFysQmV+9x87diy9e/emd+/elsk6Fi5cSFJSEs888wyQOVIEmc8hio2NpUuXLowbN44tW7YwYMAABgwYQLly5SwBs2/fvlYjjHkxbNgwJk2axJAhQ7j//vsxm818//33pKSk0L9/f8t2Pj4+bN26lYULF+Y4yYOvry8jR47k3Xff5dFHH6Vdu3acO3eOL7/8kkaNGtG6dWtq167Np59+yvDhw3n44YcJCAhg7969LF26lB49euRppkMRkTulcCQiUsDatm3L1q1bc33wa5aOHTsyd+5cPvjgA2bOnImjoyN16tTh9ddfJzIy0rJd69at+fjjj5kxYwbvvPMOAQEBvP7663z11VdWx+vfvz+XLl3i22+/5dVXXyUsLIz333+fuXPnZptRLac6PvzwQz744AOMRiNVq1blww8/pHXr1vn7ZtyBNm3a4O7uztWrV/N8SV2WwMBAFi1axPz581m5ciW///47qamphISEMGHCBAYOHGg1619eODs7M2vWLCZPnsy8efMwm80EBwfz/PPPk56ezuuvv87evXupWbNmvvevXLkyCxYs4J133mH27NkYjUZq167NlClTLAGnSZMmdOrUiXXr1rF582Y6dOhAcHAwCxcuZPr06ZYwVb58eSZOnHjLBwDnpHfv3jg5OTFv3jzeeecdTCYTNWvW5JNPPrGaonzcuHG8/fbbvPrqq7z66qtWP7dZRowYgZ+fH/PmzWPy5Mn4+fnRp08fRo0ahYODA/7+/sybN4/p06fzzTffcOnSJQIDA3nqqad4/PHHb7t2EZHbYTDf7C5gERERERGRe4Qu3BUREREREUHhSEREREREBFA4EhERERERARSOREREREREAIUjERERERERQOFIREREREQE0HOOrCQkXMNkKpyZzX19PYiLSyyUc4ntqX/2Tz20b+qffVP/7Jv6Z//u5R4ajQa8vXN/mLTC0T+YTOZCC0dZ5xP7pf7ZP/XQvql/9k39s2/qn/1TD3Omy+pERERERERQOBIREREREQEUjkRERERERACFIxEREREREUDhSEREREREBFA4EhERERERARSOREREREREAD3nSERERETsjNlsJjklg4TEFBKuXifhagqXrqZwJSmNpOtpJF1PJykl8yM5JZ30jMxnWWaYTGRkZD7fx9HBiJPj/z5KuDri6eaMZwknPEs44+3pgr+3G/6l3PD1csXRQWMK9wKFIxEREREpdsxmM1eT0jifkMT5+OTM/yYkcyE+ifOXkklJzci2j5uLI+6ujpRwdaSEiyMB3iVwc3bA0dGIg9GA0WjA0ZgZctIyTKRnmEhLN5GabiLpehqxl68Tc+4KiUlpZPzjIakGA5TxKUGFMp5UCPCkYhlPKpYtiYuTQ6F9P6RwKByJiIiISJFKTcvgdOw1Tl1I5OTFRE5dSOTUxWskJqdZtjEaDJQu5UqAdwmqli+Fb0lXSnk64+3hgrenC6U8XHC2UVgxm81cvpbKhYTkzI9LSZy6cI3oE5fYvO88AA5GA5UDvQiv4E31it5ULueF0Wiwyfml6CgciYiIiEihSU3L4MT5RI6evULM2SscP3eV8wlJmP8eqHF2MhJY2oN61UpTrrQHZXzcCPAuUaiXthkMBkp5ZAauauVLWa27fC2V4+eucPDEJQ4cT+D7DTEs3RBDSXdn6lfzo36oH6HBpXAw6jI8e6RwJCIiIiIFwmQ2czb22t9B6CoxZ65w6mKi5ZI1b08XKpbxpGF1f8r7exDk74FfKTeMhuI7AuPl7kztyqWpXbk0AInJaeyLiWd79AU27j3Lup2nKeXhTPPa5WhRuyylS7kVccVyOxSORERERMQm0jNMHDt7lUOnLnHo5CWOnLpMUko6AG4uDlQqW5L7GwUTUrYkFcuWxNvTpYgrzj8PNycahQfQKDyAlLQM9vwVx4Y9Z1n+xzGWbzpGjRAfHmhUgdDgUhiKceiTTApHIiIiInJHrqem89fpKxw6eYnDpy5x9MwVUtNNQOYEBpFhflQNKkVIuZIE+JQo1iNCtuDi5EBkmD+RYf7EX7nO77vPsm7HKaZ+vZNKZUvyQOMK1KtWWiGpGFM4EhEREZE8SUvPYPeRi/zx52n2H0vg2NmrmMxmDAYIDvCkZd1AqpX3ompQKUq6Oxd1uUXKp6Qr3ZpXolOjYDbuPcfPW44zc8keKpX1pHerKoRV8C7qEiUHRRqOzGYzn3/+OV9//TVnz56lYsWKPP7443Tp0sWyzYYNG5g2bRpHjhzB19eXgQMH8uijj1odZ8+ePUydOpW9e/fi7u5Oz549GTVqFE5OToX9kkRERETuGiaTmePnr3LgeAIHjsVz6NRl0tJNGA0GKpXz5IEmwVQrX4rK5bxwc9Hf3HPi7ORA64hAWtYpxx/7zrHk96NM/XontSv70rdNFcr6uhd1ifIPRfpT/PHHHzN9+nRGjRpF3bp1+e233xg3bhwODg488MAD7Nixg+HDh9OpUyeefvpptm/fztSpUzGbzQwbNgyA48ePM2TIECIiInj33Xf566+/mDZtGomJibzwwgtF+fJERERE7IrZbOZ8QjIHjsWz/1gCB08kcO165j1DgX7utKobSOM65ShT0kVh6DYZjQaa1SpLgzB/1mw/xY9/HOfFuVt5sElFHmhcASdHzW5XHBjMZrM5pxUTJ07M/8ENBt54440c16WlpdGsWTO6dOnCf/7zH8vyQYMGkZGRwfz58xkyZAhJSUksXLjQsv7NN99k4cKFbNy4EWdnZ/7973+zceNGfvnlF5ydM4dv58+fz2uvvca6desICAjIc71xcYmYTDl+O2zOz8+TixevFsq5xPbUP/unHto39c++qX/Fy/XUdA4cT2DP0Xj2Ho0j9vJ1AHxLulC9ok/mc3wqeOPlkTl5gvpnG5cTU/hm7RG27D9PgE8JHn0gjKpBpQrl3PdyD41GA76+HrmuzzXyL1myJN8nv1k4cnBw4IsvvqBUqVJWy52cnEhKSiIlJYWoqCieeeYZq/UdO3Zk9uzZ7Nixg8aNG7Nx40Zat25tCUYA999/Py+//DIbNmygV69e+X4dIiIiIncLs9nM6dhr7D0az56jcRw6eYkMkxkXZwfCK3jTqXEFwit641/KTRMHFCAvDxee7FqDZjXLMG9lNJO/2kHnJhXp0qxioT3PSbK76Xjom2++aXX/z+34/vvvmTBhQq7rjUYjoaGhQOYvaVxcHIsXL2bTpk288sornDx5krS0NCpVqmS1X4UKFQCIiYmhTp06nD17Nts2Pj4+eHh4EBMTc0e1i4iIiNxNkq6nc+B4ZhjaczSehKspAAT5udO+QXlqhfhSNchLb8qLQM0QX15+tCHzVx3ih03H2Hcsnie61sBfz0cqErmGo9KlS+Pq6nrHB3Zzc8PX1zdP2/7yyy/861//AqBVq1Z07dqVAwcOAODhYT3s5e6eedNaYmIiV69ezXGbrO0SExPvuH4RERERe2U2mzl18Rq7/4plz9F4/jp9mQyTGTcXB8Ir+lArxJealXzwKXnn7/XEdtxcHBnWOZxalX2Z93M0r362jSe71qBmSN7eS4vt5BqO/vWvf1GtWrU7PnCHDh3o0KFDnrYNDw/nyy+/JDo6mvfee48nnnjCcjldbsO5RqORrNulctrGbDZjNN7eXz9udv1hQfDz8yzU84ltqX/2Tz20b+qffVP/bC9zmu1Ytu47x7YD57mYkAxASKAXPVtXoX5YAKEVvG0yOqT+FYwH/TypF16WNz7byruL/mTQA+H0al2lQC5vVA9zlms4euGFFzAYDPj5+dGoUSMaNmxI48aNKV++vM2LKF++POXLl6dBgwZ4eHjw3HPPWYLPjaM/WV97enpaRoxyGiFKSkrC0/P2mq4JGSSv1D/7px7aN/XPvql/tnPlWip//hXLn0fi2BcTT0paBs5ORmpU9OHBxhWoXdmXUn9PpACQEH8t3+dU/wqWI/DcwxF8+tMBPl++n+iYOB59sLpNL3m8l3t4xxMyfPzxx+zatYudO3eyZs0afvjhBwwGA2XKlKFhw4aWwBQUFHRHhV26dIlff/2VJk2aWM0oFx4eDsCpU6dwcHDgxIkTVvtlfV2pUiXc3d0JCAjg+PHjVtvExcWRmJiY7V4kEREREXtmNps5ffEau47E8ueRWI6euYIZ8PZ0oUnNMtSt4ktYsDfOTg5FXarkg4uzA092rUGQnweLfzvK5WupPNWzlqZPLwS5fodbtmxJy5YtATCZTBw6dIgdO3awc+dOtm/fzvfff4/BYKBs2bI0atTIEpbKlSuXpxObTCYmTJjA//3f/1nuNwLYuHEjALVq1SIyMpJffvmFRx55xDKcuHLlSjw9PalZsyYAzZo1Y926dYwfP94yY93KlStxcHCgYcOGd/AtERERESk+0tJNRJ9M4M/Dcfz5V6xlqu2KZTzp1rwSdaqUJjjAQzPL3WUMBgOdm1bE29OFz346yOSvdjC6Tx2rkUCxvTzFT6PRSFhYGGFhYfTv3x/IHJ3ZuXMnf/75Jxs3bmTp0qUYDAb279+fpxP7+PjQv39/Zs2ahaurK7Vq1WL79u18/PHH9O7dm5CQEEaMGMHQoUMZPXo0PXr0YOfOncyZM4exY8fi5pY5g8djjz3G8uXLeeKJJ3jkkUc4duwY77zzDn369MlzUBMREREpTq4kpbLnrzh2HYllb0w8KakZODsaCa/ow4NNKlC7cmm8PfUm+V7QrFZZSro788GSvUz5agfj+9dT7wtQrg+BzU1qaiq7du1i+/bt7Ny5k+joaM6fP4+joyO1atXi66+/zvOx0tLS+Oyzz/j22285c+YMZcqUoXfv3jz22GOWyRRWrVrF9OnTiYmJISAggAEDBvDoo49aHScqKoqpU6dy4MABvL296d69O6NGjcLJyel2XpruOZI8U//sn3po39Q/+6b+5ezCpWR2HrrIzkMXOXz6MmYzlPJwpk6V0tSpUprqFbxxKQaXy6l/RePI6cu8s2AXJd2dGf9wRL5mGryXe3ire45uGY5MJhN79uxh8+bN/PHHH+zcuZPU1FSMRiPh4eE0btyYRo0aUb9+fctojr1SOJK8Uv/sn3po39Q/+6b+ZTKbzZy8kMiOQxfZcSiWUxczJ5gK8vOgXrXS1K1amgoBnsXucjn1r+j8dfoy7yzchaebM+P733lAupd7eMcTMsybN48//viDbdu2kZiYaLm0rn///jRq1IjIyMgcny8kIiIiIjnLMJk4cuoyOw7FsvPwRWIvX8dggKqBXvRrU4W61fz08E/JVeVAL8b0rcs7C3bx5je7mDiwHiVLOBd1WXeVXMPRG2+8gZOTEw8++CDt2rWjQYMGeHl5FWZtIiIiInYvNS2Dfcfi2Xkoll1HYklMTsPRwUiNit50aVqROlVKU9Jdb3AlbyqX8+KZ3nV465tdvLfoT559OAJXZ81iZyu5fifLli3L2bNnWbZsGdHR0TRu3JjGjRtTv359jRiJiIiI3MS162nsPhLHjkMX2RMTR2qaCTcXR+pU8aVeVT9qhvjoDa3csapBpRjRrSbvL97DzMV7eLp3HZs+B+lelutv5bp16zh58iSbN29m8+bN/PDDD3z66ac4Ojpa7jVq3Lgx9erVw9X1zm8IExEREbkbxF+5zs7Dsew4dJFDJy+RYTJTysOZZrXKUq+aH6HlS+kNrNhM3aqleaRTKJ+uOMinKw7wWOfwYnd/mj266Z8sypcvT/ny5enduzcAR44c4Y8//mDLli0sWLCAWbNm4eTkRJ06dWjUqBGNGzemQYMGhVK4iIiISFEym82ciUvKnGHu8EVizmbe4F7WtwT3NwomoqofFct6YtQbVikg99Uux6WrKSz5PYZypd15sEnFoi7J7t32VN5ZzGYzBw4cICoqihUrVvDnn3/e1nOOiiPNVid5pf7ZP/XQvql/9s2e+2c2mzl+/irboy+yPfoi5+KTAAgpV5J61fyIqFqasr7uRVxlwbLn/t2NzGYzHy/bx7YDF3iqVy0iqvrdcp97uYd3PFtdbs6fP8/u3bv5888/2bNnDwcPHuTy5cu4ubkRERGRr2JFREREihuT2cxfpy9bAlHclesYDQbCKpSifWQQdav66aGcUmQMBgOPPlCdCwnJzPphP/8eWJ8gf80PcKduGo6Sk5PZu3cvf/75pyUQXbhwAbPZjIeHB/Xq1eOxxx6jQYMG1KxZE0dH3VgoIiIi9i/DZCL6xCW2R19kx6GLXL6WiqODgRoVfejWvBJ1q5bGw+32HjYvUlCcnRwY1as2r3y+jfcX7+GFIQ0o4ar35Xci1+9at27dOHLkCCaTCbPZjJeXF5GRkTRo0IAGDRpQvXp1jEbdVCgiIiJ3h7R0E/uPxbP90EV2Hc6cctvZyUjtEF/qh/pTu7Ivbi56wynFk7enCyO61WTq/J189vNBRnSroQka7kCuv+FxcXG0b9/eEoaqVatWmHWJiIiIFLiU1Az2xsSxPfoif/4VS3JKBm4ujtSt4ku9av7UDPHBxcmhqMsUyZNq5UvRs2UI3/76F2vLl6Jt/aCiLsnu5BqOnnrqKZo2bUpwcPAdHfj48eNs3ryZvn373nFxIiIiIraWdD2d3X/Fsj36InuOxpGabsLDzYnIUH/qh/oTXtFbU26L3bq/UTCHTl5iwdrDVA4sScUyJYu6JLuSazh6+eWXefPNN+84HP3555+89NJLCkciIiJS5BKT09h56CLbD11k/7F40jPMeHk407x2WeqH+lOtvBcOul1A7gJGg4HHOofz0qdb+WjpPl56tIEeOHwbcv1Omc1mfvnlF44dO3ZHB46Ojr7TmkRERETy7VJiCjsOZc4wF33iEiazmdJerrStH0T9av6EBJbUM4jkruTh5sTjncOZOn8nC9ceYfD9YUVdkt24aYz85Zdf+OWXX+744LoJTERERApT7KVktv89QvTXqcuYgTI+JejUOJjIUH+CAzz0/kTuCaHB3nRsGMzPW09Qt2ppalcuXdQl2YVcw9GaNWsKsw4RERGRO3I27prlGUTHz2c+2LK8vwfd7qtE/VB/Akvf3Q9lFclNjxaV2BMTx6crDvLKsIZ4lnAu6pKKvVzDUWBgYGHWISIiIpInZrOZkxcSLZfMnY69BkBIuZL0bl2Z+tX88PcuUcRVihQ9J0cHHu8czqufR/HFL4f4v+41i7qkYk93Z4mIiEixZzabOXE+kajoC2w7eIELCckYDFAtqBT921WlXjU/fEq6FnWZIsVOcIAn3ZpXYvFvR9l56CIR1fyKuqRiTeFIREREiiWz2cyxc1eJOniBqOgLXLx0HaPBQPUKpbi/YTD1qvlR0l2XCYncyv2Ngtl64DxfrjpEWAXvoi6nWFM4EhERkWLDbDZz9MwVoqIvEHXwInFXruNgNFC9ojcPNqlIvWp+eLg5FXWZInbF0cHII53CeGPedhavP8ozA+oXdUnFlsKRiIiIFCmT2cxfpy8TdfAi2w9dIP5KCg5GAzUq+dCteSXqVi2tQCSST5XLedGmfhBrt5/i/maV8HXX71RObhmO0tLSOHLkCOnp6VSpUgU3N7fCqEtERETuYiaTmcOnLhEVfZHt0Re4lJiKo4OBmpV86dkihLpVSlPCVW/eRGypZ4sQdhy6yPuLdjFpcH09+DgHNw1Hn332GTNnziQxMREAZ2dn+vfvz9ixY3F01KCTiIiI5J3JZCb65CW+/e0oG/88w+VrqTg6GKkV4kODMH/qVCmNm4veX4gUFDcXR/q3q8bMJXv4decZ2tYPKuqSip1c/wVaunQpkydPJjAwkG7dumE0GtmyZQufffYZGRkZPP/884VZp4iIiNihDJOJgycusf3gBXYcusiVpDScnRwsgahWiK8CkUghqletNHWr+rHkt6M0rO6vZx/dINd/jebPn0/dunX5/PPPcXFxATJvkhw9ejQLFixg3LhxODvrmykiIiLW0jNMHDyRQNTBC+w4FEtichrOTkbqVC5NgzB/WjeswNUryUVdpsg9yWAw8Hj3mox661eW/HaUwfeHFXVJxUqu4eivv/5izJgxlmAEmd/MIUOGsHLlSo4ePUpYmL6ZIiIikhmI9h/LDEQ7D1/k2vV0XJwdqFulNJGh/tQM8cHFyQEAVxdHrhZxvSL3suAyJWlbP4jVUSdpWTeQCmU8i7qkYiPXcJScnIynZ/ZvVFBQEGazmStXrhRoYSIiIlK8paWb2Hcsnu0HL7DzcCxJKem4ufwdiML8qVnJBydHh6IuU0Ry0K15RTbvP8dXqw8xcUA9DAZDUZdULOQajkwmU47fJAeHzH/kMjIyCq4qERERKZbS0jPYezSeqOgL7DoSS3JKBiVcHImomhmIwiv64OSoGbBEirsSrk70bBHC5z9Hs+PQReqH+hd1ScWC7oAUERGRm0pJy2Dv0Tiioi+y60gsKakZuLs6Uj/UnwZh/lSv4I2jgwKRiL1pXrssv2w7ybfrj1KnSmn9HnOLcHTp0iXOnDljtezy5csAxMfHZ1sHUK5cORuWJyIiIkUhJTWD3UfjiDp4gd1/xZGSloGHmxONqgcQGeZHWLACkYi9czAaeahVZWZ8t4cNu8/SKiKwqEsqcjcNR2+88QZvvPFGjuvGjRuXbZnBYGD//v22qUxEREQKVXJKOrv/iiMq+gJ7/oojNd1EyRJONKlZhshQP0KDS+mhkSJ3mbpVSlMlyIvvN8TQpEYZXJzv7fsEcw1HPXr0KMw6REREpAgkp6Sz60gsUQcvsDcmnrR0E17uzjSvXZbIUH+qlS+F0agbtUXuVgaDgT6tqvDGl9v5ZdsJujSrVNQlFalcw9F///vfwqxDRERECknS9TR2Ho5le/RF9sbEkZ5hxtvThZZ1yhEZ5k+VQC8FIpF7SJUgLyKqluanLSdoGRFIyXv4wbCakEFEROQekJicxs7DF9kefZF9MfFkmMz4lHShTb0gIkP9CQksiVFT+Yrcs3q1rMx/Zm9h5dYT9G5VpajLKTIKRyIiInepq0mp7DycecncgeMJZJjMlPZypX1keeqH+RFStqSebSIiAJQr7U6j8ADWbj9Nx4bB9+zokcKRiIjIXeTKtVR2HL5I1MELHDx+CZPZjF8pVzo0LE9kqD8Vy3gqEIlIjro0q8iWA+dZueUEvVvfm6NHCkciIiJ27nJiCjsOXWTbwQtEn7yE2QwB3m50ahxMZKg/wQEeCkQicktlfTNHj9bsOEXHRvfm6JHCkYiIiB1KuPq/QHT45CXMQFnfEnRuUpHIMH+C/NwViETktnVpWpEt++/d0SOFIxERETuRcDWFqOgLbDt4gb9OXcYMBJZ2p2vzSkSG+hHo51HUJYqInbvXR49sFo5OnTpFVFQUzs7O1KxZk+DgYFsdWkRE5J6VcDWFqIMX2BZ9gSOnLgMQ5OdBt/sqERnqT7nS7kVcoYjcbSyjR/fgzHU2C0c7duxg4sSJDBo0iHfffZfx48fTrl07Wx1eRETknpFbIOpxXyUiw/wp66tAJCIFp6yvO5Gh/vy68zQPNq5ICdd752KzPL/ShIQEvL29c10fERHBG2+8QY8ePXjyySeJj4+3SYEiIiL3gvgr14mKzpxl7sjpfwSiFiE0CPOnjE+JIq5QRO4lDzSuwLaDF1i/6zSdGlco6nIKTZ7DUY8ePejduzcjR47McX358uUpX748AL6+vvj6+tqmQhERkbtUToGovL8CkYgUvQplPAmv6M0vUSdpF1keJ0djUZdUKPIcjuLj4/Hz8yvIWkRERO56WYFo28Hz/HX6CqBAJCLFU6fGFXj7m138se8cLeqUK+pyCkWew1GXLl1YsGABTZs2JSgoqCBrEhERuavEX7luuYfon4GoZ4sQIhWIRKSYCq/gTYUAT37afJzmtcpiNN79jwfIczgyGo0cPXqUjh07EhwcjK+vL0aj9fCawWDg888/t3mRIiIi9ianQBT8dyBqEOZPgAKRiBRzBoOBTo2D+ej7few4dJHIMP+iLqnA5Tkcbdy40TIhQ0pKCmfOnCmwokREROyRJRAdvMBfZxSIRMT+RYb641/qKD9tOaFw9E9r164tyDpERETsUtzl60RFXyDqhkDUq2UIkaEKRCJi34xGA+0ig5i/+jB/nblM5XJeRV1SgbqjScvPnz/PuXPnCAkJwcXFBUdHx2yX2OWFyWRiwYIFzJ8/n1OnTuHr60vbtm0ZNWoUHh6ZT/nesGED06ZN48iRI/j6+jJw4EAeffRRq+Ps2bOHqVOnsnfvXtzd3enZsyejRo3CycnpTl6eiIjITeUYiAL+DkRh/gR4KxCJyN2jWa2yLPn9KKujTlG5q8KRxfbt23n99dc5cOAAAHPnziUjI4Pnn3+eCRMm8MADD9zWyWfPns27777LsGHDaNKkCTExMUyfPp0jR44wZ84cduzYwfDhw+nUqRNPP/0027dvZ+rUqZjNZoYNGwbA8ePHGTJkCBEREbz77rv89ddfTJs2jcTERF544YXbqkdERCQ3WYFo28ELHFUgEpF7iJuLI81rlWPtjlP0aV0Fb0+Xoi6pwOQ5HO3evZuhQ4dStmxZHnnkEcvEC15eXjg6OjJu3Djc3d1p2bJlno5nNpuZPXs2ffv2ZezYsQA0bdoUb29vRo8ezYEDB5g+fTrh4eG8+eabALRo0YL09HQ++ugjBg0ahLOzM7NmzcLT05MPPvgAZ2dnWrZsiaurK6+99hpPPvkkAQEBt/s9ERERASD2cjJRBy8SFa1AJCL3traRQayOOsm6nafo2aJyUZdTYPJ8Ldx7771HUFAQ33//PU888QRmsxmAWrVqsWzZMipXrszHH3+c5xNfu3aNrl270rlzZ6vlISEhABw+fJioqCg6dOhgtb5jx45cuXKFHTt2AJkTRbRu3RpnZ2fLNvfffz8ZGRls2LAhz/WIiIhAZiD6ecsJXpsXxfgP/2DhuiNkZJjp1TKE/z7ZmJeGNuTBJhUVjETknuJfyo06VUrz684zpKVnFHU5BSbPI0c7d+7k//7v/3B1dSU5OdlqnYeHB3369GH69Ol5PrGHhweTJk3Ktnz16tUAhIeHk5aWRqVKlazWV6hQAYCYmBjq1KnD2bNns23j4+ODh4cHMTExea5HRETuXVkjRNsOXiDmbOYIUYUAT3q1zJxlzl9BSESE9pFB7DoSy+Z957nvLn0o7G3dc/TP0ZkbpaSkYDKZ8lXMn3/+yaxZs2jXrh1Xr14FsEzMkMXd3R2AxMTEXLfJ2i4xMfG2zu/rm/04BcnPz7NQzye2pf7ZP/XQvuW3fxfik9jw5xk27j7NoROXAKgc5MUjD4bTrHY5ypZ2t0GVkhv9/tk39c/+3UkPS5f2YOGvf7Fu1xl6tK2GwXD3PRQ2z+GoTp06/PjjjwwePDjbuqSkJBYtWkStWrXuuJDt27czfPhwgoKCeO211yyjPrl9041Go+XSvpy2MZvNtz2DXlxcIiaT+TYrvzN+fp5cvHi1UM4ltqf+2T/10L7daf9iLyUTFX3DCFEZTx5qVZnIUL//jRCZTfr5KED6/bNv6p/9y08PW0cE8tlPB9m08xTVypeybWGFwGg03HRAJM/h6F//+heDBg1i4MCBtG3bFoPBwO7duzl8+DBffPEFZ86c4eWXX76jIlesWMGECROoWLEis2fPxtvbm9jYWIBsoz9ZX3t6elpGjHIaIUpKSsLTU3/VEBG518VeSmbb39Nux5zNfDNgCURh/viXciviCkVE7Eej6gEsWHuY9btO22U4upU8h6OIiAg+/vhjXnzxRaZMmQLAtGnTAPDz82PatGk0btz4tgv49NNPmTJlCg0bNmTmzJmWQBMcHIyDgwMnTpyw2j7r60qVKuHu7k5AQADHjx+32iYuLo7ExMRs9yKJiMi9IbdA1LtVZeorEImI3DEXZwea1CjDb3+e5eF2aXi43V3PFb2te46aNWvGqlWr2LdvHydPnsRkMhEYGEjNmjVxdLz958kuWrSIyZMn88ADDzBlyhSre5pcXFyIjIzkl19+4ZFHHrFcOrdy5Uo8PT2pWbOmpaZ169Yxfvx4y/4rV67EwcGBhg0b3nZNIiJiny5eSs58DtGBCxw7lxmIKioQiYjYXKu6gazdcZqNe87SsWFwUZdjU3lONE8++SStWrWiVatW1KxZ0xJO7lRcXByvv/46gYGBDBgwgP3791utDw4OZsSIEQwdOpTRo0fTo0cPdu7cyZw5cxg7dixubpn/k3vsscdYvnw5TzzxBI888gjHjh3jnXfeoU+fPpQrd3fOoiEiIpkuXkom6mDmg1kViERECkeQvwdVAr34ddcZOjQof1dNzGAwZ81qcAvdunXj0KFDAFSpUoVWrVrRsmVL6tWrd9sTHwAsXbqU5557Ltf1U6dOpVu3bqxatYrp06cTExNDQEAAAwYM4NFHH7XaNioqiqlTp3LgwAG8vb3p3r07o0aNwsnp9ob5NCGD5JX6Z//UQ/t18VIyB05e5tftJ60CUYMwfwUiO6HfP/um/tk/W/Rw456zzFl+gGcfjqB6BW8bVVbwbjUhQ57DEUBsbCwbNmzg999/Z9OmTSQkJFCyZEmaNWtGy5YtadGiBT4+PjYpvCgoHEleqX/2Tz20L1kjRFsPXuD4PwNRdX8iQ/3xUyCyK/r9s2/qn/2zRQ9T0zIYO3Mj4RV9GNE9f1eUFSabzVYHULp0abp370737t0B2Lt3Lxs2bOC7777j559/xmg0sm/fvnwVLCIiAnDhH5fMZQWiSmU96d26Mh2aVMIhn8/WExGRO+fs5EDTmmVZu+MUl6+l4uWe+/NQ7cntz6IA/PXXX0RFRVk+zp49i8FgICQkxNb1iYjIPeRmgeifI0R+vu76y7WISBFrFVGOVVEn2bD7DA82qVjU5dhEnsPRZ599xvbt29m+fTsJCQkAVKtWjbZt29KwYUMaNGiAt7f9XG8oIiLFgyUQHbjA8fP/C0R9WlchMtSP0rpkTkSkWCrr6061IC827DnHA40r3BUTM+Q5HE2ePBmDwUBAQADjx4+nZ8+eeHl5FWRtIiJyl7qQkMS2gxeIOnjxH4GopAKRiIidaVa7LJ+uOMhfp69QJcj+s0Gew9G///1vtm3bxtatW5k6dSpz5syhQYMGNGjQgIYNG1KlSpWCrFNEROycApGIyN0nMtSfr1YdYsOeM/dWOBo0aBCDBg0C4ODBg2zevJmtW7fy3nvvceXKFUqVKkWDBg2YPn16gRUrIiL2JSsQbTt4gRPnE4F/BKIwP0p7KRCJiNgzNxdHGoT6s/XABR5uWw0XZ4eiLilf7mhChrCwMMLCwnjwwQfZuHEjX331FXv27GHVqlW2rk9EROzM+YQky6QKWYEopJwCkYjI3ap57bJs3HuOHYcu0qRmmaIuJ19uKxxdunSJrVu3snnzZjZv3kxMTAwGg4HQ0FCefPJJ7rvvvoKqU0REijEFIhGRe1fV8qUo7eXKhj1n751w1KNHD6KjozGZTHh6etK0aVOGDRtGixYt8PPzK8gaRUSkGDofn3UP0QVOXPhfIOrbpgqRof74erkWcYUiIlIYjAYDzWuVZemGGGIvJdv1PaR5Dkdms5nHH3+c++67j4iICBwc7Pt6QhERuX05BaLKCkQiIve8prXK8P2GGDbtPUfX5pWKupw7ludwtHTpUgAyMjLYu3cvp0+fxtnZmTJlylCzZs2Cqk9ERIpYViDadvACJxWIREQkB6W93Air4M2GPWfp3KwiRjt95tFt3XO0bt06Xn75Zc6fP4/ZbAbAYDDg7+/Piy++SJs2bQqkSBERKVzn/jFC9M9A1K9NFeorEImISA6a1yrLJz/u58ipy1QrX6qoy7kjeQ5HUVFRjBo1Cl9fX0aPHk3lypUxm80cPXqU+fPn869//Yt58+ZRr169gqxXREQKSI6BKDAzEEWG+eNTUoFIRERyF1GtNM6ORjbvP3/3h6MZM2YQGBjIt99+i6enp9W6/v3706tXLz788EM++eQTmxcpIiIFIysQbTtwgVMXFYhEROTOuTo7UrdqabYdOE//dlVxdDAWdUm3Lc/haPfu3YwcOTJbMALw8PDgoYceUjASEbEDZ+Ou/T3t9kXrQNS2KpGhfgpEIiJyxxrXKMPWAxfYGxNP3Sqli7qc23ZHD4HNicFgIC0tzVaHExERG8opEFUJ9FIgEhERm6pZyQcPNyc27zt3d4ejOnXq8O2339K/f39KlChhtS4xMZFFixZRq1YtmxcoIiJ35n+B6AKnLl4DFIhERKRgOToYiQzzZ9OesySnpOPmYrOxmEKR52qfeuopBg8eTOfOnRk4cCAVK1YEsEzIcP78eV5++eWCqlNERPLgbNw1y6QK/wxED7etSn0FIhERKQSNwwP4dedpdh2OpUnNMkVdzm3JcziKjIxkxowZvPLKK0ydOhXD33OXm81m/Pz8mDZtGo0bNy6wQkVEJGc5BqIgBSIRESkaVYK88C3pyh/7z9294Qigbdu2tGrVin379nHq1CkAAgMDqVGjBo6O9jVkJiJiz7IC0baDFzitQCQiIsWI0WCgUXgAP285wZVrqZR0dy7qkvLslokmLS2NI0eOkJ6eTpUqVXBzc6N27drUrl27MOoTEZG/5RqI2lUlMtQfb0+XIq5QREQkU+MaAazYfJxtBy/Qtn5QUZeTZzcNR5999hkzZ84kMTFzZiNnZ2f69+/P2LFjNVIkIlIIzsUnse3AeetZ5v4eIYoMUyASEZHiKcjPgyA/d7YcOH93hKOlS5cyefJkAgMD6datG0ajkS1btvDZZ5+RkZHB888/X5h1iojcM7IezBp18AInL1gHIl0yJyIi9qJBmD9Lfo8h4WqK3fwxL9dwNH/+fOrWrcvnn3+Oi0vmizGbzYwePZoFCxYwbtw4nJ3t5/pBEZHi7Pw/AtGJC3oOkYiI2L/Iv8NR1MELtG9QvqjLyZNcw9Fff/3FmDFjLMEIMh/0OmTIEFauXMnRo0cJCwsrlCJFRO5G5xOSLM8hOnE+MxBVDixJvzZViAzzVyASERG7VtbXnSA/d7ZF3wXhKDk5GU9Pz2zLg4KCMJvNXLlypUALExG5G11IyBohusjx81cBCClXkr5tqhAZ6o+vlwKRiIjcPSLD/FlqR5fW5RqOTCaT5VlG/+Tg4ABARkZGwVUlInIXuXAp2TJCdPxcZiCqVLYkfVpXITLMj9JebkVcoYiISMFo8Hc4ioq+QPvI4j96pCnnREQKwMV/BKJjlkDkmRmIQv0oXUqBSERE7n6WS+sO3gXh6NKlS5w5c8Zq2eXLlwGIj4/Ptg6gXLlyNixPRMR+xP5/e/cdHlWZ93/8PekhCSE9kgoBElogQJBeg1RDB6WJ5VL8oWJBBR9dHsuuyrqi4IqwyK5iWQXLgwgIAUTRXUxCkxJaAgktnRJC6szvj5CRkQQDpE34vK6LPzjnzDnfma+R+eQ+933OXiLhYCbxSemknC4LRKH+bozvH0aXcF98FIhEROQWZE231hlMJpOpoh0REREV3lYHZavWVbTPYDCwf//+6q2wFmVn52E0VvhxVDsfHzcyMy/UyrWk+ql/1q+6eph17hIJSZnEJ2WQcrpsLmaIvxtdI3zpHOGLrwJRjdDPoHVT/6yb+mf9aruHp7Mv8j//2M7dMS3rfPTIxsaAl5drpfsrHTkaPXp0jRQkImLtss8VkHCw7Ja55FOXA5GfG+P6hdFFgUhERMTCbV4uBPi4lC3pXc9vras0HL366qu1WYeISL2Wc77APIfo6OVAFOznyti+zYmO8MXXo1EdVygiIlJ/RVvJrXVakEFEpBI55wvMc4iOnrwciHzLAlGXCF/8FIhERESqpEt4WTjacSiTgZ0D67qcSikciYhcIfdCoXmE6MjJsgVognxdGdOnbITIz1OBSERE5Ho19XbB37MROw8rHImI1Gu5FwrNc4iOnCgLRIE+roy+HIj8FYhERERuWlQrbzb8ksbFgmJcnOzrupwKKRyJyC0p+9wl4hLSzIHIBAT6uDC6dzO6RPhym5dLXZcoIiLSoHRq6cO6/6ay52g23dv613U5FVI4EpFbxtm8QhIPZhJ/IJ3DJ89hMkGAjwsjezcjWoFIRESkRjVr2hh3Fwd2HspsWOEoPT2dM2fO0Lx5cxwdHbGzs8PGxqa6axMRuWnn8govL6qQweG0s5iAAG8X7r4jgjZB7jT1ViASERGpDTYGA1EtvfnPvnSKS0qxt7Ot65Kucl3hKDExkT//+c8cOHAAgOXLl1NaWspzzz3HnDlzGDZsWI0UKSJyPc7lFZJ4KJP4AxkcuhyIbvNqRGyvslvmArxd9BBDERGROtCplQ/f7zrFvmO5dGzhXdflXKXK4WjPnj3ce++93Hbbbdxzzz188MEHALi7u2NnZ8fs2bNxcXGhb9++NVasiEhlzl0sYsflRRUOpp3FZCoLRHf2DCU6wpcAn8qfhi0iIiK1IyLEA2dHW3YeyrTucPT2228TGBjIl19+SX5+Pv/6178AaN++PatXr+buu+9myZIlCkciUmvOXyy6PEKUbg5E/p6NGNE9lOjWZSNEBoOhrssUERGRy+xsbWjf3ItdR7IwGk3Y2NSvf6erHI527tzJ//t//w8nJycuXbpksc/V1ZUJEyawcOHCai9QRORK5/OL2HF5DlFSai4mE/h5NmJ491C6RvgS4KNAJCIiUp91auXDLwfKnifYKqhJXZdj4brmHDk4OFS6r7CwEKPReNMFiYj83vn8InYcyiQhKYOk42cxmkz4eTgzvHsI0RF+BCoQiYiIWI32zb2wtTGw83Cm9YajDh06sGbNGqZNm3bVvvz8fFauXEn79u2rtTgRuXVduCIQHbgciHw9nBnaLZjoCF+CfF0ViERERKyQs6MdrUM92Hkoiwn9W9Srf8+rHI4ee+wxpk6dypQpUxg4cCAGg4E9e/Zw+PBhVqxYwalTp3jxxRdrslYRaeDyLhWz41DZLXMHjuUqEImIiDRQnVr68OF3BzmVdbFeLZpU5XAUFRXFkiVLmDdvHq+//joACxYsAMDHx4cFCxbQrVu3mqlSRBqs8kCUkJTB/vJA1MSZIbeXBaJgPwUiERGRhiYyzAuAPUezrTMcAfTs2ZONGzeyb98+0tLSMBqNBAQE0K5dO+zsbuh5siJyC8q7VMzOQ5nEHywbISo1mvBp4sTg24PoGuGnQCQiItLAeTZ2ItjXld1HshjaLaSuyzG77kRjMBho164d7dq1q9ZCDhw4wLhx49i0aRP+/v7m7du2bWPBggUcOXIELy8vpkyZwn333Wfx2l9//ZX58+ezd+9eXFxcGDNmDI8++ij29vbVWqOI3LiLBcXsPJRFfFIG+4/lUGo04e3uxB3RQUS39iXEz02BSERE5BYS2cKLtf9JJe9SMa7O9eN7e6XhqKKFF/6IwWAwPxz2eiQnJ/PQQw9RUlJisX3Hjh3MmDGDoUOHMmvWLBITE5k/fz4mk4n7778fgOPHjzN9+nSioqJ46623OHr0KAsWLCAvL48//elP112LiFSf/IJidh4uC0T7Un4LRIOig4iO8CXUX4FIRETkVtUhzJs1Px9nb0o23dr4//ELakGl4ejEiRM1fvGSkhI+++wz/va3v1U4yrNw4ULatGnDX//6VwD69OlDSUkJ7733HlOnTsXBwYGlS5fi5ubGu+++i4ODA3379sXJyYlXXnmFhx56CD8/vxp/HyLym4oCkVdjRwZ1KRshUiASERERgGa3NcbV2Z49R60gHG3evLnGL56YmMgbb7zB/fffj5+fH88//7x5X2FhIQkJCTz++OMWrxk8eDDLli1jx44ddOvWjZ9++on+/ftbPINpyJAhvPjii2zbto2xY8fW+PsQudXlF5Sw60gm8Qcy2HtFIIrpEkh0hB/NblMgEhEREUs2NgYiw7zYfSQLo9GEjU3df1eo01UUwsLCiIuLw8vLiy+//NJiX1paGsXFxTRr1sxie0hI2YStlJQUOnTowOnTp686xtPTE1dXV1JSUmr2DYjcwi4VlrDr8gjR3pRsSkpNeDZ2ZGDnQKJb+9L8tsYKRCIiInJNkWFe/Lz3DEdPnaNlYJO6Lqfq4aiqc5A+/PDDKl/c29u70n0XLlwAwNXVcmk/FxcXAPLy8io9pvy4vLy8KtcC4OVVu8sI+vi41er1pHrdiv3LLyjml31n2Lb7FIlJGZSUGvF2d2J4z+b06tiUVkEe9eK3PlV1K/awIVH/rJv6Z93UP+tXX3rY19WJf3yzn8OnLtAjKqiuy6l6OKpoDpLRaCQ3N5fCwkICAgJo2bJltRVmMpkAKv3Ns42NzTWPMZlM2NjYXNc1s7PzMBpN11npjfHxcSMz80KtXEuq363Uv0uFJew+UjZC9GtyDiWlRjzcHOkfFVA2QtS0MTaXfwazs6/vFxJ16VbqYUOk/lk39c+6qX/Wr771sGWgO//99RTDutZ8OLKxMVxzQKTK4aiyOUilpaVs2rSJ559/3ryCXHVwcytLs78f/Sn/u5ubm3nEqKIRovz8fPM5ROT6XCosYffRLOIP/BaImrg60C+qKV0j/Gge8FsgEhEREbkZkWHefL7lCNnnCvByd6rTWm56zpGtrS133HEHu3fv5o033uCzzz6rjroIDg7G1taW1NRUi+3lf2/WrBkuLi74+flx/Phxi2Oys7PJy8u7ai6SiFSuoKiE3UeyL48QZVNcYsTd1YF+HZsS3dqXsAB3BSIRERGpdh1aePH5liPsOZpF/06BdVpLtS3IEBoaykcffVRdp8PR0ZEuXbqwYcMG7rnnHvOtc9999x1ubm7mh9D27NmTLVu28Mwzz5hXrPvuu++wtbWla9eu1VaPSENUUFTCnqPZxB/IYM8VgahPh6ZER/jSIlCBSERERGqWv2cjfJs4s/todsMIR0VFRaxevRovL6/qOJ3Zww8/zL333ssTTzzB6NGj2blzJ++//z5PPfUUzs7OADzwwAN8++23PPjgg9xzzz0cO3aMN998kwkTJtC0adNqrUekISgsKi27ZS4pg1+PZlNUYsTdxYE+kWUjRApEIiIiUpsMBgORLbzYuusURcWlONjb1lktN71aXVFRESkpKZw/f55HH3202goD6N69O4sWLWLhwoXMnDkTPz8/nnnmGe677z7zMWFhYSxfvpz58+fz2GOP4eHhwb333lvttYhYs8KiUvYkZxN/IJ09lwNRYxcHekXeRnSELy0Dm1jVKnMiIiLSsLRv7kVcwgkOpZ2lXfPqHXC5HgZT+ZJvf2DAgAEVbre1tcXb25sRI0YwadIkq36uiVark6qyhv4VFpfy69FsfknKYM/RLIqKjTRuZE/nCF+6KhBZRQ+lcuqfdVP/rJv6Z/3qYw8Li0t59K0fGdApgLsGVt8K2L9X46vViUj9UR6I4pMy2H1FIOrZ7ja6RPgSHnRrByIRERGpnxztbQkPbsKvydk1Go7+SLUtyCAidaOouJRfky8HoiPZFBaX4tbInh7tbiM63IdWwU2wvc5nfomIiIjUtnbNPPls8xFyzhfg2bhulvSuNBxVNsfoWgwGAx988MFNFSQif6wsEOWQcDCDXUeyKCwqxdXZnu5t/cpGiBSIRERExMq0a+7FZ5uPsDclhz4d6mZhtUrD0YkTJ67alp2dTWFhIe7u7oSEhGA0Gjl58iS5ubk0adKEsLCwGi1W5FZWXHI5ECVlsPOKQNStTVkgilAgEhERESvW1KsRHm6O/JqcXf/C0e/nGG3fvp0ZM2bw2muvERsbi80VX8LWrFnD888/z+TJk2uuUpFbUHFJKXuTc4g/mMGuw1kUXA5Et7f2IzrCl4gQBSIRERFpGAwGA+2aeZJwMJNSo7FOvuNUec7RK6+8wrhx4xg1atRV+0aMGMH+/ft5++23GTZsWHXWJ3LLKS4xsjclu2yE6HIgcnGyo2tr38sjRB7Y2SoQiYiISMPTvrkXP+45TfKp87QMbFLr169yOEpNTeWuu+6qdL+/vz8ZGRnVUpTIraa4xMi+lBzikzLYdSSTS4VlgSg6wvfyCJECkYiIiDR8rUM9MBhgb3JO/Q5HzZo149tvv+Wuu+7C1tbyqbWFhYV88cUXhIeHV3uBIg1VSelvgWjn4d8CUefwskDUWoFIREREbjEuTvY0b9qYvSk5jO7TvNavX+Vw9OCDD/Lkk08yadIkxowZQ1BQEIWFhRw7doxPP/2UU6dOsWTJkpqsVcTqlZQa2X8sh/gDGew4nMWlwhIaOdrRuVXZLXNtQhWIRERE5NbWvpkX/7cthQv5Rbg1cqjVa1c5HA0bNoyCggL+9re/MW/ePAwGAyaTCYCAgADeeecdevbsWWOFilirskCUS3xSOjsPZZFfWIKzox2dWnkTHeFLm1BPBSIRERGRy9o29+TrbSnsP5bL7W38avXa1/UQ2DFjxjBq1Cj27dvHyZMnMRgMBAUF0aZNm5qqT8QqlZQaSTqeyy9JGew8lMnFgsuBqKU3XSJ8adtMgUhERESkIs38G+PiZMfelOz6HY4ATCYTRqMRo9GIg4MDRqOxJuoSsTqlRiNJx88Sn5RO4sHyQGRLxxY+RLf2pW2oJ/Z2CkQiIiIi12JjY6BtM0/2puRgMpkwGAy1du3rCkdbtmzhxRdfJD093WK7r68v8+bNY8CAAdVanEh9V2o0cjD1LPFJGSQezCTvUjFODrZEtfQmOsKPts0UiERERESuV9tQT345kMGprIsE+LjW2nWrHI4SEhJ49NFH8fLy4oknniAsLAyTyURycjKffPIJjz32GB9++CGdOnWqyXpF6pzRaGLPkUw2/vc4iQczuJBfjKO9LR1bls0hat/cE3s72z8+kYiIiIhUqHWoBwD7j+fWz3C0aNEiAgICWLVqFW5ubhb7Jk2axNixY1m8eDH/+Mc/qr1IkbpmNJo4fOIsv1weITp/sQgHexs6tigPRF442CsQiYiIiFQHb3dnfD2cOXAsl0FdgmrtulUOR3v27GHmzJlXBSMAV1dXxo0bp2AkDYrRZOLIiXPEH8gg4WAG5y4W4WBnQ2QLb2K6hhDi0whHBSIRERGRGtEmxIP/7k+n1GjE1qZ2pilc94IMlTEYDBQXF1fX6UTqhNFk4ujJ3wLR2bwi7O1siAzzIjrClw5h3jg62OLj40Zm5oW6LldERESkwWod6sn3u06RcvoCLQLca+WaVQ5HHTp0YNWqVUyaNIlGjRpZ7MvLy2PlypW0b9++2gsUqWkmk4nkU+f55XIgyr1QiJ3tFYGohRdODtX2ewQRERERqYKI4CYYgAPHcupfOHrkkUeYNm0aI0aMYMqUKYSGhgKYF2RIT0/nxRdfrKk6RaqVyWQi5fQF4pPSSUjKIPt8IXa2Bto182JcvzA6tvDG2VGBSERERKSuuDVyIMjPlf3HcrmzZ7NauWaVv/116dKFRYsW8dJLLzF//nzzeuMmkwkfHx8WLFhAt27daqxQkZtlMpk4duYC8UkZxB/IIPt8AbY2Bto182R0n+Z0bOFDIycFIhEREZH6ok2oJ3EJaRQWleLoUPNzva/rm+DAgQPp168f+/bt48SJEwAEBATQtm1b7Oz0pVLqH5PJRGp6Hr8kpRN/IIOsc2WBqG0zT0b1bkZUS28aOdnXdZkiIiIiUoE2IR6s357K4RNnadfcq8avd92JxtbWlsjISCIjI2uiHpGbZjKZSMvIM48QZZy9hK2NgdahHtzZM5Solj64OisQiYiIiNR3LQObYGdrYP/x3LoNR3Pnzr3ukxkMBv7yl7/cVEEiN8JkMnEi8yLxl0eI0nMvYWMoC0TDuofQqZUCkYiIiIi1cXSwJaypO/uP5dTK9SoNR1999ZXFvKKqUDiS2nYy8/IIUVIGp7PzMRigdYgHQ24PplMrH9waOdR1iSIiIiJyE9qEevD1jylcyC+q8e92lYajVq1acejQITw9PRk4cCCDBg2ie/fu2Nvrt+9St05lXTQHolNZFzEYIDyoCTFdgujcyofGLgpEIiIiIg1F61BPvvoxhaTUs0RH+NbotSoNR6tXr+bEiRPExcWxceNGZsyYQaNGjejXrx+DBg2ib9++ODk51WhxIuVOZ/8WiE5mXsQAtApqwpQ7WtG5lQ/uro51XaKIiIiI1IBmt7nh5GDLgWM5dReOAAIDA5k+fTrTp08nJyeHuLg44uLimD17Nra2tvTo0YNBgwYxYMAA3N1r58FMcutIz8nnl8uLKpzIzMMAtAx0Z/KgVnQO96GJApGIiIhIg2drY0NEsAf7j+XW+LWqvFqdp6cnEyZMYMKECeTl5bF161bi4uJ45ZVXeOGFF+jSpQt33HEHkyZNqsl6pYFLz80n4XIgSs3IA6BFoDt3x7SkS7gvHm4KRCIiIiK3mtYhHuw6kkXWuUt4uzvX2HVu6OFErq6uDB8+nOHDh3P48GFef/11tm3bxvbt2xWO5LplnL1kDkTH0y8AEBbQmLsGtqRLuA+ejXX7poiIiMitLCLEA4CDqWfxbl/PwtGuXbvYvHkzmzZtIjk5GRsbG6Kjo4mJianu+qSByjp3iYSkTOKT0kk5XRaImjdtzMQBLegS7ouXuwKRiIiIiJQJ8HHBxcmOg6ln6dn+thq7TpXCUVFRET///DObNm1iy5YtZGdn4+TkRI8ePXjggQfo378/TZo0qbEipWHIPldAwsGyRRWST50HINTfjfH9w4gO98W7Sc39FkBERERErJeNwUB4sAdJqTU776jScJSbm8v333/Ppk2b+Omnn7h06RIeHh7069ePmJgYevXqhaOj5n/IteWcLyDhYNkI0dGTZYEoxM+Ncf3C6BLhi68CkYiIiIhUQXhwE3YcyqzReUeVhqOePXtiMpkIDAxk4sSJxMTE0LlzZ/ODYUUqk3uh0DxCdOTEOQCCfV0Z27c5XSJ88fNoVMcVioiIiIi1iQiu+XlHlYYjo9EIQFpaGh988AEffPDBH57MYDCwf//+6qtOrMbZvEISD2YSfyCdwyfOYQICfVwZ3ac50RG++HsqEImIiIjIjauNeUeVhqPRo0fXyAWl4Th3sYjEg2WrzB1KO4uJsv9oR/ZuRnSEL7d5udR1iSIiIiLSQNTGvKNKw9Grr75aYxcV63U+v4gdBzOJT8ogKTUXkwlu82rEnT1DiW7tR4C3ApGIiIiI1IyIGp53dENLecut5UJ+ETsOlQWiA8fLApG/ZyNGdA8lurUvAd4umosmIiIiIjWupucdKRxJhfIuFf8WiI7lYjSZ8PVwZnj3EKIj/Aj0USASERERkdrV1McFV2d7klJza2TekcKRmF0ssAxEpUYTvk2cGdotmOgIX4J8XRWIRERERKTO2BgMhAc14WDq2Ro5v8LRLS6/oJidh7OIT8pgX0oOpUYT3u5O3NE1iK4RfgT7KRCJiIiISP0RHtyExEOZZJ29hHc1PzNT4egWlF9Qwq4jmcQfyGDv5UDk1diJQdFBREf4EurvpkAkIiIiIvWSed5R2lmFI7kxlwpL2H2kbITo1+RsSkpNeDZ2ZGDnQLq29qPZbQpEIiIiIlL/1eS8I4WjBqygqITdR7KJT8pgz9FsSkqNeLg50j8qkOjWvjRv2hgbBSIRERERsSI1Oe9I4aiBKSwqZffRLHMgKi4x4u7qQL+OTYlu7UtYgLsCkYiIiIhYtZqad6Rw1AAUFpfy69FsfknKYM+RLIpKjLi7ONAnsiwQtQhUIBIRERGRhiO8huYdKRxZqaLiUn5NLrtlbteRLIqKjTRuZE/PyNvoGuFLy8Am2NgoEImIiIhIwxPg40IjRzsOnzhbrfOOFI6sSHFJKXuTc4hPymDnkSwKi0pxa2RPj3a3ER3hS3iQApGIiIiINHw2BgMtA905mHauWs/bYMLRmjVrWLx4MWlpaQQEBPDQQw8xatSoui7rphWXGNmXkkN8Ujo7D2dRUFSKq7M9t7f2I7q1LxHBTbC1sanrMkVEREREalWr4CbsPprNuYtFuLs4VMs5G0Q4WrduHbNnz2batGn07t2buLg4nn32WZycnBgyZEhdl3fdSkrLA1EGOw9ncqmwFBcnO6IjfC8HIg/sbBWIREREROTW1SqwCQCH087SJcK3Ws7ZIMLRm2++ydChQ3nuuecA6N27N+fOnePtt9+2mnBUUmpk/7HcshGiQ1nkF5bQyNGOzq3KAlHrEAUiEREREZFyIf5uONjbcEjh6DdpaWmkpqby5JNPWmwfPHgw69atIy0tjaCgoDqq7tpKSo0kHc/ll6QMdh7K5GJBCc6OdnRq6U10a1/ahHoqEImIiIiIVMDO1oawpu4cSjtbfeestjPVkeTkZACaNWtmsT0kJASAlJSUKoej2ljMwGg0cvTkeb7dnkbigTPkF5bgaG9L7w5NiWzhTatAdwUiK6HFL6yfemjd1D/rpv5ZN/XP+jWUHnYK9yEuPo3CYiPOjrZ/ePwfvW+rD0cXLlwAwNXV1WK7i4sLAHl5eVU+l4eHS/UVdg0+Po3p1hGmj2hTK9eTmuHl5frHB0m9ph5aN/XPuql/1k39s34NpYd3DW7NXYNbV9v5rH6IwmQyAWD43UNOy7fbaCU3ERERERGpAqtPDm5ubsDVI0QXL1602C8iIiIiInItVh+OyucapaamWmw/fvy4xX4REREREZFrsfpwFBISQmBgIOvXr7fYvmHDBkJDQ2natGkdVSYiIiIiItbE6hdkAJg5cyZz587F3d2dfv36sXnzZtatW8eCBQvqujQREREREbESBlP5ygVW7t///jfLly/n9OnTBAUF8eCDDzJq1Ki6LktERERERKxEgwlHIiIiIiIiN8Pq5xyJiIiIiIhUB4UjERERERERFI5q3Zo1axg+fDiRkZEMHTqUr7/+uq5Lkio4cOAAbdu25cyZMxbbt23bxtixY+nQoQMDBgxg+fLldVSh/J7RaOTTTz/lzjvvJCoqipiYGF599VWLZ6Kpf/WXyWTiX//6F4MHDyYyMpLY2Fi++eYbi2PUP+vxyCOPMGjQIItt6l/9VlJSQmRkJOHh4RZ/oqKizMeoh/VbfHw8d999Nx06dKBXr168/PLL5ueAgvpXmQaxWp21WLduHbNnz2batGn07t2buLg4nn32WZycnBgyZEhdlyeVSE5O5qGHHqKkpMRi+44dO5gxYwZDhw5l1qxZJCYmMn/+fEwmE/fff38dVSvlli1bxltvvcX9999P9+7dSUlJYeHChRw5coT3339f/avnlixZwsKFC3n00Ufp2LEjP/zwA7Nnz8bW1pZhw4apf1bk//7v/9i4cSPBwcHmbepf/ZeSkkJhYSGvv/46oaGh5u02NmW/V1cP67ddu3Zx7733MmDAABYvXszx48d58803ycnJYcGCBerftZik1sTExJgef/xxi22zZs0yDRkypI4qkmspLi42ffTRR6aoqChT165dTa1atTKdPn3avP+ee+4xjR8/3uI18+fPN3Xp0sVUWFhY2+XKFYxGoyk6Otr0v//7vxbbv/32W1OrVq1M+/fvV//qsaKiIlN0dLTppZdestg+ZcoU0913320ymfTzZy3OnDljio6ONvXp08cUExNj3q7+1X+rV682RUREmPLz8yvcrx7Wb5MnTzZNnjzZZDQazds++ugj08CBA035+fnq3zXotrpakpaWRmpqKnfccYfF9sGDB5OcnExaWlodVSaVSUxM5I033uC+++5j9uzZFvsKCwtJSEiosJ/nz59nx44dtVmq/M7FixeJjY1lxIgRFtubN28OwOHDh9W/eszW1pYVK1bw4IMPWmy3t7ensLBQP39W5Pnnn6dnz550797dvE39sw4HDhwgODgYZ2fnq/aph/VbTk4OCQkJ3H333RgMBvP2yZMnExcXh42Njfp3DQpHtSQ5ORmAZs2aWWwPCQkByoavpX4JCwsjLi6ORx55BFtbW4t9aWlpFBcXq5/1lKurK88//zydO3e22B4XFwdAmzZt1L96zMbGhvDwcPz8/DCZTGRlZbF06VJ+/vlnJk6cqJ8/K7Fy5Ur27dvHCy+8YLFd/bMOBw8exMHBgfvvv5+oqCiio6P505/+RF5ennpYzx06dAiTyYS7uzuPP/44HTt2pHPnzsybN4+CggL17w9ozlEtuXDhAlD2pe1KLi4uABaTxKV+8Pb2rnSf+ml9du/ezdKlS4mJiVH/rMiGDRt47LHHAOjXrx+xsbEcOHAAUP/qs5MnT/Lqq6/y6quv4unpabFPP3/WISkpiby8PMaPH8+MGTPYu3cvixYtIiUlhSeffBJQD+urnJwcAObMmcOgQYNYvHgxBw8e5K233qKwsJCJEycC6l9lFI5qienys3avHN68cnv5BEexDpX1s5z6Wb8kJiYyY8YMAgMDeeWVV8y/FVP/6r82bdrw0UcfcfDgQd5++20efPBBHn/8cUD9q69MJhPPPfccffv2ZfDgwRXuB/WvvluwYAHu7u6Eh4cDEB0djZeXF08//TQ//fQToB7WV8XFxQB06tSJefPmAdC9e3dMJhOvv/46EyZMANS/yigc1RI3Nzfg6jRevqRi+X6xDpX1s/zv6mf9sXbtWubMmUNoaCjLli3Dw8ODrKwsQP2zBkFBQQQFBREdHY2rqyvPPvus+cu1+lc/ffzxxxw8eJBvvvnGvMpnec9KSkr0/08r0bVr16u29evXz+Lv6mH9VD4C1KdPH4vtvXr14rXXXuPXX38F1L/K3NrRsBaV39eZmppqsf348eMW+8U6BAcHY2tre1U/y/+uftYP//znP3nyySfp2LEjH3/8Mb6+voD6V9+dPXuWr7/+mvT0dIvtbdq0AeDEiRPqXz323XffkZubS69evWjbti1t27bl66+/JjU1lbZt25KQkKD+1XPZ2dmsXLnyqsWiCgoKAPDy8lIP67HypdeLioostpePKAUGBqp/16BwVEtCQkIIDAxk/fr1Fts3bNhAaGgoTZs2raPK5EY4OjrSpUsXNmzYYP6NKJR9KXBzc6Ndu3Z1WJ1A2WTw1157jaFDh7Js2TKL34Spf/Wb0Whkzpw5fPbZZxbby2/lad++vfpXj7344ousWrXK4k///v3x9/dn1apVDBkyRP2r5wwGA3/605/46KOPLLavXbsWW1tbevTooR7WY2FhYQQEBLB27VqL7Vu2bMHOzo6oqCj17xp0W10tmjlzJnPnzsXd3Z1+/fqxefNm1q1bx4IFC+q6NLkBDz/8MPfeey9PPPEEo0ePZufOnbz//vs89dRTFS59KrUnOzubP//5zwQEBDB58mT2799vsT84OFj9q8c8PT2ZNGkSS5cuxcnJifbt25OYmMiSJUsYP348zZs3V//qsfIl86/UpEkTHBwcaN++PaD/f9Z3np6eTJ48mRUrVuDq6kqXLl1ITEzkvffeY/LkyYSEhKiH9ZjBYGD27Nk8+eSTzJ49mzFjxrB3714WL17M1KlT8fT0VP+uwWC6MjJKjfv3v//N8uXLOX36NEFBQTz44IOMGjWqrsuSP/Dll18yd+5ctm7dir+/v3n7xo0bWbhwISkpKfj5+TF58mTuu+++OqxUAL7++mueffbZSvfPnz+fkSNHqn/1WHFxMf/6179YtWoVp06dwt/fn/Hjx/PAAw+YJwurf9Zjzpw5JCYmsnHjRvM29a9+K/8Z/OKLLzh58iR+fn5MmDBBP4NWJC4ujr///e8cOXIELy8vJk6cyEMPPaT+/QGFIxERERERETTnSEREREREBFA4EhERERERARSOREREREREAIUjERERERERQOFIREREREQEUDgSEREREREBFI5ERKzGnDlzCA8Pp3Xr1uTk5FR6XGxsLOHh4cyZM6farj1gwACmTp1aa6/7valTp9K6dWsyMzMrPebcuXO0a9eORx999Kbqy87OJj8//4ZrrU3vvPMO4eHhrFu37prHjRkzhh49elBSUlLh/kWLFhEeHm7+89VXXxEeHs6yZcuued7HHnuMdu3asXr1aovXb9++/Ybfk4hIXVI4EhGxMkajkS1btlS4Ly0tjYMHD9ZyRTUvNjYWo9HIhg0bKj1mw4YNFBcXExsbe8PX2bp1K0OGDLlm+KxPyt/r+vXrKz3m+PHj7Nu3j2HDhmFnZ3fN882dO5f58+cTExODk5PTNc978eJFtm7dSu/evenWrRvz589n4sSJN/ZGRETqCYUjERErExgYyKZNmyrcFxcXh6enZy1XVPOGDBmCg4MD3333XaXHrF27Fnd3d/r27XvD19mzZw/nz5+/4dfXtuDgYDp06MAPP/zApUuXKjxm7dq1AFUKjTExMYwcORI3NzcGDBjAr7/+ysmTJys8dtOmTRQUFBAbG4uvry8jR46kY8eON/xeRETqA4UjERErM3DgQH7++WcKCgqu2rdx40YGDBhQB1XVLDc3N/r3709CQgLZ2dlX7c/Ozmb79u3mEHUriY2NJT8/nx9++KHC/WvXriU0NJTIyMjrPi9QaSBdu3Ytrq6uDfK/NxG5dSkciYhYmZiYGC5dusTPP/9ssT07O5udO3dyxx13VPi6hIQEpk+fTlRUFFFRUUybNo34+Pirjlu7di0jR44kMjKSESNG8N///veqYyqbS1SVOUY7d+7k3nvvNddx3333sWfPnmu+BuDOO++ktLSUjRs3XrVv/fr1lJaWWoyOVPX9lpszZw7vvPMOUBZAr3wf69evZ8qUKXTu3Jl27doxYMAA5s+fT1FRkcU5du/ezbRp04iKiqJ3794sWrTIPC/oSmfOnOGZZ56hW7dutG/fnlGjRrF69eo//AwqUn67XEUh5ujRoxw6dOiGbjXs1asXHh4eFZ73/PnzbNu2jcGDB+Po6HhDdYuI1EcKRyIiVqZz5854eHhcdWvdpk2bcHZ2pnv37le9ZtOmTUydOpXTp0/z8MMP8/DDD3P69GmmT59ucZ4vv/ySJ554AmdnZ55++mm6devGjBkzyMrKqpbaf/rpJ6ZOncqFCxeYNWsWDz/8MKdOnWLy5MkkJCRc87V9+/bF3d29wnkwa9euJSAggM6dO1/X+73SxIkTGTRoEFA292bGjBkArFy5klmzZuHm5sbs2bN55plnCAgI4P3332fp0qXm1+/du5dp06Zx8uRJZs6cyYQJE/jwww9ZsWKFxXXS09MZP348P//8M1OnTuXZZ5/Fw8ODp59++g8XQKiIp6cnPXv2ZMuWLRQWFlrsW7NmDVC1W+p+z97enqFDh7J7925Onz5tsa865neJiNRH156ZKSIi9Y6trS39+/dny5YtGI1GbGzKfs+1ceNG+vXrd9VtZSUlJbz00kv4+fnxxRdf4OrqCsBdd93FiBEjePHFF+nTpw82Nja88cYbtG/fnhUrVmBvbw9AmzZtmDt37k3XbTQamTdvHu3bt+ejjz7C1tYWgClTpjBq1CheeeUVvv7660pf7+DgwODBg/niiy/Iyckxz61KT08nMTGRhx56CIPBUOX3W/7+ykVFRREeHs7GjRuJiYkhMDAQgOXLlxMVFcW7776LwWAAYNKkSQwcOJDvvvuORx55BIC//vWvODg4sHLlSnNtAwcOZOzYsRbXWbBgAUVFRXzzzTf4+vqaP4OnnnqKt99+m9GjR+Pl5XVdn+2dd97J1q1b+fHHH4mJiTFvX7t2LVFRUQQFBV3X+a487yeffMJ3333H9OnTzdvXrVuHv78/Xbt2vaHziojUVxo5EhGxQgMHDiQ7O5tdu3YBkJeXx3/+8x+LL8bl9u/fz5kzZ5g8ebI5KAA0btyYKVOmkJ6ezt69e9m3bx/Z2dmMGTPGIjiMHDkSd3f3m655//79pKWlERMTw7lz58jJySEnJ4eCggL69+/PgQMHOHPmzDXPUX5r3ZWjP+vWrcNkMplHMar6fqtq9erVLF261ByMoOwWxsaNG5uX/D537hy//PILI0eOtFgQo02bNvTs2dP8d6PRSFxcHF26dMHOzs78GeTk5HDHHXdQVFTETz/9VOXaysXExNCoUSOLUbX9+/dz7Nixmxrd6dSpE0FBQRa31uXk5PDf//6XESNGmIO5iEhDoZEjEREr1KtXL5ydndm8eTOdOnVi69at2NjYVLhS24kTJwBo1qzZVfuaN28OwKlTp8xfdIODgy2OsbW1JSQk5KZrTk1NBWD+/PnMnz+/wmNOnz6Nv79/peeIjo6madOmrF+/nvHjxwPw7bff0rZtW8LCwoCqv9+oqKgq1W1vb098fDxr1qwhOTmZ1NRU86IQAQEBQNkS6kajscLPqXnz5vz4448A5ObmcuHCBeLi4oiLi6v0M7hezs7OxMTEsHnzZoqKinBwcODbb7813xp3M0aMGMF7771Heno6fn5+rF+/npKSEt1SJyINksKRiIgVcnJyokePHmzatInZs2ezceNGevTogYuLy1XHmkymSs9Tvs/e3h6j0Qhw1bwVwLzvj5SWlla6r/wcs2bNqnTJ5/LwUhmDwcDw4cP55z//ydmzZ8nLy2PPnj0Wt/1V9f1W1d/+9jeWLl1KmzZt6NixIyNHjiQqKoqXX37ZHGTKH65a0Up5Vy5YUP75DB48mLvuuqvC693MLXCrV69m27ZtDBgwgHXr1tG7d288PDxu6HxXnnfx4sVs2LCBqVOnsm7dOvPDXkVEGhqFIxERKxUTE8PcuXM5dOgQP/zwA//zP/9T4XHloxvJyclX7UtJSQHA39/fPAfo2LFjFseYTCZOnjxJy5YtzdtsbGyuWqmtpKSE3Nzcq0aefl9Ho0aN6NGjh8W+PXv2cO7cOZycnCp7u2axsbH84x//YMuWLeTk5GBra8vw4cOv+/1WxcmTJ1m6dCkjR468arTrykUqygPN7z87KHsIazlPT0+cnZ0pKSm56jM4deoU+/fvx9nZuUq1/V7Pnj3x9vZm48aN+Pj4cPLkSZ5++ukbOteVwsLCaNu2LRs2bGDYsGEkJCTw1FNP3fR5RUTqI90sLCJipfr374+trS2vv/46BQUFlT5vpm3btvj4+PDpp5+Sl5dn3p6Xl8cnn3yCj48P7dq1o02bNgQEBPDpp59aPFD022+/JTc31+Kc3t7epKSkWDxrafPmzRWOOpVr164dPj4+rFixgosXL1rU8fjjjzN37lxzQLuWVq1aER4ezvfff8+WLVvo3r07Pj4+1/1+K1J+a2H5CNO5c+cAaNGihcVxW7du5dixY+YRIy8vL6KiolizZo35NVB2u92Vzx+ys7OjT58+bN26laSkJItzvvbaa8ycOfOqz7qqbG1tGTp0KD/88AObNm2q1mcQxcbGsmPHDr755hugbDRJRKQh0siRiIiV8vDwoHPnzmzbto3bb7+90tun7O3teeGFF3j88ccZO3Ys48aNA2DVqlVkZGSwcOFCcyh44YUXmDlzJhMnTmTs2LGkp6fz8ccf06RJE4tzjhgxgpdffpkHHniA2NhYjh8/zueff24etfmjOsaMGcO4ceNwdHRk5cqVnDp1ijfeeAM7u6r9sxQbG8u7775LQUEBf/nLX274/f5e+WIKy5Yto0+fPvTu3ZumTZvy3nvvUVhYiL+/P3v27OGrr77C0dHRIuQ9++yzTJ06lXHjxnHXXXdRVFTEihUrrrrNb/bs2Wzfvp3JkyczefJkmjZtag56EydONI/Q5efns3HjRoKDg6s8Pyo2NpYVK1bw8ccfV+sziIYPH878+fP5+9//TteuXfHz86uW84qI1DcaORIRsWIDBw4EqPTBr+UGDx7M8uXL8fX15e9//ztLliwhMDCQDz/80GKFu/79+7NkyRKcnJx48803iYuL489//vNVc4EmTZrEo48+yokTJ3j55Zf55ZdfeOeddyxuvbtWHX5+frz77ru8/fbbuLi4sHjxYkaMGFHl9z1ixAguXbqEg4OD+dlEN/J+f2/48OH06NGDL7/8kjfeeAMHBweWLl1KVFQUH374Ia+//jr79u3jueeeY/bs2eTl5ZlXvouKimLZsmV4enry1ltv8cknnzB16lQGDRpkMRcpODiYzz//nH79+vH555/zl7/8hbS0NObOncu8efPMx+Xk5PDMM8/w2WefVflziYyMJDQ0lPPnz1frggk+Pj5069at2s8rIlLfGEzXmrkqIiIiVZKZmWlxe1+5GTNmkJSUxPfff3/d54yLi+OHH37gpZdeqoYKK7do0SLeeecdNm3aZH6+04348ssvmTt3Lh9++CG33357NVYoIlI7NHIkIiJSDSZMmMD9999vsS0rK4vt27cTGRl53ecrKipi1apVN/RaERG5MZpzJCIiUg1iY2N57733eOqpp7j99ts5f/48n3/+OUajkZkzZ173+YxGI926dWPs2LE1UG3F4uLi8PDw4M4777yuB7xmZGTwn//8x/xQYhERa6VwJCIiUg1mzZqFt7c3n3/+OZs2bcLR0ZFOnTqxcOHCG3omkJOTE9OnT6/+Qq/h1VdfBWDIkCHXtZhDUlISzzzzTE2VJSJSazTnSEREREREBM05EhERERERARSOREREREREAIUjERERERERQOFIREREREQEUDgSEREREREBFI5EREREREQA+P/kcL/RvGx+tQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 864x576 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f = pvmod0.plotMod();\n",
"for a in f.axes: a.grid()\n",
"f.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "4a634243",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f = pvmod1.plotMod();\n",
"for a in f.axes: a.grid()\n",
"f.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "9d0b93a5",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fax = pvstr.plotStr()\n",
"fax.axes[0].grid()\n",
"fax.axes[1].grid()\n",
"fax.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "64a12b8e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"642.5624325725747"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# power of unshaded string\n",
"Pmp0 = pvstr0.Pstring.max()\n",
"Pmp0"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "2b195366",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(5.915258855608845, 108.62794820268896)"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# max power point of unshaded string\n",
"mpp0 = np.argmax(pvstr0.Pstring)\n",
"Imp0, Vmp0 = pvstr0.Istring[mpp0], pvstr0.Vstring[mpp0]\n",
"Imp0, Vmp0"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "ba6b4900",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"395.6880786605177"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# power of SHADED string - wouldn't be able to operate here w/o DC optimizer!\n",
"Pmp = pvstr.Pstring.max()\n",
"Pmp"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "99d37b92",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(5.911764827546784, 66.9323104357514)"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# MPP of shaded string, note that voltage is 13[V] lower!\n",
"mpp = np.argmax(pvstr.Pstring)\n",
"Imp, Vmp = pvstr.Istring[mpp], pvstr.Vstring[mpp]\n",
"Imp, Vmp"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "5977d913",
"metadata": {},
"outputs": [],
"source": [
"# not iterate to get current of string of 34 modules (17 pairs)\n",
"dcopt_loss = 0.005 # 0.5%\n",
"vfixed = 1500 # [V]\n",
"number_dcopt = 10\n",
"i_fixed = (Pmp + (number_dcopt-1)*Pmp0)*(1-dcopt_loss)/(vfixed)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "3cf0f1ba",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"current\t\t\t= 4.09857 [A]\n",
"voltage \t\t= 1500 [V]\n",
"power into inverter\t= 6147.86 [W] (after DC optimizer loss)\n",
"check: 6147.856221954622\n"
]
}
],
"source": [
"# now use sandia grid-connected inverter at this condition:\n",
"output = i_fixed, vfixed, (Pmp + (number_dcopt-1)*Pmp0)*(1-dcopt_loss), i_fixed*vfixed\n",
"print(\n",
" f'current\\t\\t\\t= {output[0]:g} [A]\\n'\n",
" f'voltage \\t\\t= {output[1]:g} [V]\\n'\n",
" f'power into inverter\\t= {output[2]:g} [W] (after DC optimizer loss)')\n",
"print(f'check: {output[3]}')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ed4a8588",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.7.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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