{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Analyse des données SID/SuperSID\n", "Le logiciel SuperSID enregistre les fichiers audio sous forme de tableaux avec extension \"**.csv**\". L'ordinateur est connecté à internet de sorte que son horloge est synchronisée par un serveur de temps avec une précision de quelques dizaines de millisecondes.\n", "\n", "![Alt text](images/SID.jpg \"Récepteur SuperSID\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fichiers à valeurs séparées par des virgules (CSV)\n", "Un format de fichier très commun pour les fichiers de données sont les valeurs séparées par des virgules (CSV) ou un format connexe tel que TSV (valeurs séparées par des onglets). Pour lire les données de ce fichier dans les tableaux Numpy, nous pouvons utiliser la fonction numpy.genfromtxt. Par exemple:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualisez un fichier de données\n", "Nous allons maintenant charger les données SID (amplitude du signal) dans une liste en utilisant la méthode ``loadtxt`` de la bibliothèque numérique ```numpy```." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "np.loadtxt?" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "NomFichier=\"data_SID/20120601_000000_NAA_S-0239.csv\"" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "data= np.loadtxt(NomFichier, comments='#', delimiter=\",\", skiprows=12, usecols=[1])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 1.27 1.191 1.191 ..., 1.152 1.074 1.016]\n" ] } ], "source": [ "print(data)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "17280\n" ] } ], "source": [ "print(len(data))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "data_length = len(data) \n", "time_data= np.arange(0.0, 24.0 , 24.0/(data_length))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fig=plt.figure(figsize=(6,5))\n", "plt.plot(time_data, data, label=NomFichier)\n", "plt.xlabel(\"Temps (Heure en TU)\")\n", "plt.ylabel(\"Amplitude (V)\")\n", "plt.title(\"Signal NAA (24 KHz) enregistré le %s\"%NomFichier)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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NXuH73gQVEe7xTTfcx4avuxGc4RxDcJP/HIKizR+mThtZfkUFrPYEV2D7ERyMRhBcxV0b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\nuB17Vr7/USO1gSD5o8QtsbvlxWkADO1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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# %load programs/PlotSID.py\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "def PlotSID(NomFichier=\"\"):\n", " data= np.loadtxt(NomFichier, comments='#', delimiter=\",\", skiprows=12, usecols=[1])\n", " data_length = len(data) \n", " time_data= np.arange(0.0, 24.0 , 24.0/(data_length))\n", " fig=plt.figure(figsize=(10,5))\n", " plt.plot(time_data, data, label=\"NAA\")\n", " plt.xlabel(\"Temps (Heure en TU)\")\n", " plt.ylabel(\"Amplitude (V)\")\n", " plt.title(\"%s\" %NomFichier)\n", " plt.legend()\n", " plt.show()\n", " " ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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M7dgQFRaJlPgopMRHo05cJE7lF2PxzpNIqxuLpNhI1I2NxJ6TBfh5xwms3HsaecXlKC23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\nGJnOsFf1HUixj9oDqSbjgjmzcNtxl9sa14nF5GH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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PlotSID(NomFichier=\"data_SID/20120601_000000_NAA_S-0239.csv\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualiser tous les fichiers de données" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "data_SID\\20120601_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120605_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120606_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120607_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120608_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120609_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120610_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120611_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120612_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120613_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120614_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120615_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120616_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120617_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120618_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120619_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120620_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120621_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120622_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120623_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120624_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120625_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120626_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120627_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120628_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120629_000000_NAA_S-0239.csv\n", "17280\n", "data_SID\\20120630_000000_NAA_S-0239.csv\n", "17252\n" ] } ], "source": [ "import glob\n", "FileList=glob.glob(\"data_SID/*.csv\")\n", "SID_Juin=[]\n", "for filename in FileList:\n", " print(filename)\n", " data=np.loadtxt(filename, comments='#', delimiter=\",\", skiprows=12, usecols=[1])\n", " print(len(data))\n", " if len(data)==17280:\n", " SID_Juin.append(data)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(26, 17280)\n" ] } ], "source": [ "print(np.shape(SID_Juin))" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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N8qOYWbmk3LSaXAegT3k0SKmo7fUgAlYwojojy07z1J2b1AYPQ/insKjw04TE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ZqrCPKsD+WwIz9UDFLK1iaha5vprkKhYki6MTATel820w7NIlcp400HLP2/9HtmlnhsGScqXA5V\nO8qBfODbiUhLjD2VrM8cqqUsWY4qPPCZTvr0B9MGsBFy0pw1sqxgOulX8eaTNQdqJr1wHbRpA9E1\nyn3ZQt9PAw0wkwXlllG3dRtW90H9zfS3sEsjuhwhsGWXiiFc5jZp7rIBPhimjCQmZKU4dsu6lcn3\nzAWNJWvd10OSHsx7bLITCr+sT2o/24/l+577S/7ZOTDpcXkxZLzuJO1nbLLDu7yb7nCfh+xz6MYI\nsTPXDeffKjkdnpvMAp8+JUnyFTgpzzcD7wDf1TVul5p9Btfini/gOcYhlEMc+HkEb/nXMV5qE4ku\nlRTggo8nB3oOj5xSMac4wJFSbe8+PnVZhwBPTm2lWdLVAOsSB1gqcNOn+RUHPk/bWVOig1sl+/BA\nar7uAM0lIwoyTthhtDdmvbiCPpxtD7xkZ62S8DBJ6s7Y6JhSQy2vHTU/Ykh8rCk24FtwY8HWxEaw\nd33ScqgwyaKExw4IqwIGW68YrZLuKsx0Wb5d81s241+WxwS3/VrCa2VZPWDr9EK2d0L+8t6QTiSQ\nD5jkKeQZV17KcpXlTkpzPmI+qOyiVorMd/wy1/x8CFlRAZwrATC6ndlv0TDNkNT1DknndLw2ACHv\nsnVd8jBLHVW+sXcbNgR4YkbxdDk0qGorr34OgeSVwU5gG/mCf4giTCY06QrtNo1Je4i4x/hZiOz3\nsf/C8jX/PD4fMVt3Eh43SXU8e59Dd8SErDbs8/wsLb+AEp4kST6MAznfgkMEfxP47WVZfmaVdLqw\n0zHw6SRJ/nfULyjL8g+tktGNqMChE7kO4a1Hbqv2Ic2FDkttE/FDvMB0CsMnqttlMD6EPIe3i1p6\npAGVyEDeVm52nrKrniv9IKBqT3K3jKmgVnTzRhB1XS7VS5Hhlqk8mDlhh1F/DPsnFFnKGZtOUZm+\nBz3DGuToqwI8T6g3zw8BP1jIR5P7qgO8HRjsclZuI4T0d3SYDqrpGrdZ9xjDwzzfRAqk8w8NHJau\nC3JCM337vIqUyPrrmWpOvcW8IckJlKmh6MziwBD67tI2NnBbt3MAf896XG30XHkGdeJX6n418OXN\nempQTxbBQ1tZpTzLAI8FJyGcDjVYzEw8HUcPlpl5DwH3EKC3eYcATxtAs2TTXdoPQlzYRsoi4cTP\n6u30FoPoK6bHY/uSBdaY+DptW3QrxYlN6mAR7Mh3dptouZqsVbqUTvI+5IiX2OMd7vPQ2RsR+tK2\ndE0/idPX+ebI9vRO1IW1/l1/PT+aU0t3HkF56MDObxA/wNNG1yRSmMe4DzAEhqewNYGtqXN8+6IG\nNI+JrzzH0hZgkhe+y7aBBL+1vrort3kOl9M6r6qvFVSHgs5YY+YNC56wwxpTZ9uM1Ckp+3XjgsyJ\nK4XpyUA2ATdLE1mWyLH8aWJ5ZHnUMmzrZxlFaEbcGIT0TFEgpXxhrcScmXBKz0h/59CAcB2JSRv4\nuW7a1wVRoXRi337lAcuQpHFCc8eRAB6R8OhdP7kKt0zCYwcaKeMOtaFRDTpkgDqnCVAw6WhAoeM/\nTcCj320dT0zckL6NzdNKbmy9dD66nrbMulwDmt9B5yvU1r5t3kspBmxCFOo8ZilLgkk7sBIeCLeL\nUPK67YUMTLYVS5NtT5q3yiVtdgKc96rJ6RmbzPwk9T4P2X04qS3ZpjwnS8tu3HgB6cPLLCknSZJ4\nPZ8oLWXRZVn+z6uWTBXgrwG/Ezgsy/Lj3u2/Ar4NkC1lf7wsyx9vTSgHHrlr/ll4cAqv0Q3sxOix\nv79Nvb38eAq7h879ATXg6XLcnSW9fBaceQgJyNGMqKA2PkWTbVT9y3eGNHdLV7Js9Q57TvkNPMBJ\nKzDk3NLm7EM6JWfUciwx0Zjh9pmN6sx1Qaxbo4Dmbq+oaN02yTZFx4iUx87SYiK+ttYfY5DyfBPA\nEivTMmqLs2xgCkmZ2kCQzusE+BztgCcm4dGAx+atgYwFPDs8PcBjSeqk/0vm8wnN+G3aqwCemOQF\nEzf0vyYmnH4+p9ku9TcLSaJE6rBBvA2sBG7aAusdlssSW9Ix2iQ8HaI30og9y7+3/kJtoDDEW+Vb\n+/fLiyGX68OKZ5+x6SapR3Dx0Tuk+RWpN3r77OmF1eH56SRJfhT4X8uyfFMcvcHBrwf+Q+D/AH6w\nLZFozZIk+dtlWf7eJEl+kcAirZykvoR+EPhLwA8Z9/+hLMs/3yG+oxlwCOUjeP3UgZC3l8VZgX6D\nWpAqdgcfUEOA65Do/ABNZqvPuxIT4oLmL1SkU+eX54tlmOMMEvam0J8C61Qd54iXqnAFKWvMvO0H\n9auF75xTz955Qi3hEa2ooXffZ8F6sXRyzUxDs1LL6K1OQoN5yIsWa6/AdUNBQuAkJvUJMbdl79cl\nK/26DbJAKlTHWNgQyWD5DvAr1N9tgyYTD6WlB26IL2nZARqWS3is/o9Oo1rSYrF9nRMmDci6Ah5o\nBzz6Gwjg0Zctt05DL7PEJhA6/ZymjpVtx5KGter8Ms1joENdrcskZyFAaOPBdSlbfI1d2t+CwxAg\n0krP9htlJm6oner0hSzYOV90n076TNf7fvfsiBN2yCjgAk76O6R9d97W+7djDfbp0Qu8pPWNwH8E\n/HCSJK/iWrxYrfsp4H8sy/IXliXSxvL+M3//ndctYVmWP5skySvXjV9RDhzC28e3D3bAdUlJ88y8\n34RyvEFE2f0lhhKlMwrAEaVsdYQFR87/curKZFnJ8ak7ByyZuBN3xbDgCTsArgMBm5wxqw++r0l3\nTObUgEfvjNqjVmQeLTJtO6BqJdbQxwiBnooEU/fM3VLA+JjWngpNIq10JnS3FAJFbQAilF8XSdB1\ngY9lypjn0KBo44XKYZ/BAZ5fU/GthCf0XezAbb9F20AiJ0dbYHQdCY8djEL1X1XCo4G9HnC7AJ7Q\nZEArTNvvpusR+s8VsCtxkxK5B6gaP32YSSBMrB22ts82T7skrTcfCGWsYDK2G+AJ/beGYrpxt984\nJgFqkPrWtp3Jf7GAZwLz8yGzvVqvUvQsyeGMzepw0ZeeA+CBF1NpuSzLCfC9wPcmSdIDXgIuy7I8\naY/ZpCjbLsvys/7+GzcpaIT+0yRJfj/wKeCPlGX5bmvoHMqjyvROtRx1m/TE3G+DLsGdjyU2hMRQ\norSnQypJDo/8u9jqOXR3gSKWjnCAhwtYY1rtwpKzePtMq5N5c/+USq+Ujl3NQGQpS5/PLgrMGZUe\njzBs3aEt09D+MabdYN4liwxTIoe2qraQnvlbWjbQh5im9pfnUNpdwsTCh8pxXbLgwLrHyhKTNoj7\n54DPKQ2ydzoOTNeljBrwxCQ8sW9oZ/d2pq8lIBqYhCQ8Nm8LOHRaGYttW9KtylDSPEDTA/WJZOoB\ny3nsLDgtaLfo6y3lJ7ZrYqhS8tUasgFaFYQDixId/THkmhs/TRb4mDD2v4febfsNASNMuFDcWHpt\npKspk1sNkHMgzyqeLAYIZ/RhnXp5CxivH2IsQz11eoElPBWVZTkHPnuduEvZa5IkZ9Q9bQ3XGi/K\nstyKx2qlvwz8WZ/mnwX+Ak5UZfP9duDbAT7Yh8usuTX8vUJzATyHwDE8OaKyqj8awPzQHWTKOjUA\nwu0S66k6WzZyDJUhxj4zgEp5OaXwHWfGkHG1nNVnVun31LPNkvqrirKylvJ4P8u3tNJzZtztoJKZ\nuA3Ak9M8a76HY/zC+LSish25tRq3sp3SNsCHqE26IW4xacQqZNO4TbLlCX2DtjK3gbATcFpzotu1\n6T1GuOXPUIbyHgJH2niktvfke3a+Be/sUoHtqh2IZC/2gwUoaGmHrrTeUqDbVg6TofKT9O3p3rrc\nXlKRZ9THmmgJhqeJpBOy1CWkDetVxxvTkFxW8ecBvzluYV7KLlqJDctdinyYZYBH07XafEi6I/nb\nMnXsEG0TjtikxYKervFjbg3eZWxI6Wfhh1aClNd6MqJjecYmbFNNWlMKpv01wmK4p0cvsuHB26Cl\nrawsS+FuJEmSAN8EfO11MyzLshLQJEnyV3DHvYfCfT/w/QCf2EjK/DoDzAtAeYEDJo9g/Ajemvol\nLuDeI3h84brMy8CT09qy8oMLpy4s9oVs9c+gsjo98qAm9zOGNWaMGZGTsqlORxdRabPjatOJNhex\nMDSvw+sdViIhkpm31dOQd3sYYkO6oxm5PYsemgNOSAyiAdNocZkh1MJjTPMm0p7rAJjQINJlxnqb\n1Dbjxed3AvA6DuDMqY/MlRZqzzgLnXmmyQ7WEk7+49CnHRKvtAEeqEGDATQVgJG87Me0ACEEFCxJ\nuhqg5DSBjZRHWwu3I7E2AyH9AOMWsvOOqpeWewvgCYmmqPMITUyu1b5CEeXdKiwHQGFjGdtOaOYs\nLNPZyVcMqNgihviB7cNtgEe/54FM7GfI6fQ9C5z5kPk+fsL6fAe7F1Rp+VZopZr5LV9/J0mSPwX8\nsetkmCTJl8lyGfC7ccelLcnYSUV605oV3ubS09Mg6bpzYHwBo0O31f1Qhbm8cPXo4SQ9Z0DmwdDb\n1OwxVNcxVIBnyLjqJCLlcYtZWTVbAOgzRXR7AAV47LlVmlSv1bOWjOYatd7tYaU6EGGmwgBlgIp1\ndL1TS5ij5iaKgepZleRry6QpxBhXoesCnbb4y8b06+TXNpjFyiPP5+BargzeegHYDsRtgFUoBHJ0\nGkNqq1cxiUaP8M+1QCU02Nu4kmcM8ITAmU5LgLoFOwTcQ2BqGeCB+puHUHZOk0toUKF/vLFt1WVc\nXZBqmGq1krWlZfV3lgFjISVJ0TzGBrF9vg38hHC0vYf8ltU5Kg2iAZ7c8aH+rDcKZ49ne7vi231m\nZMWzN7X8XljSugktZalJkvwe9XoH+AQd5WxJkvww8NuAl5IkeQv4U8BvS5LkX8DB9gfAH1yeEIzW\nYffCqdHa7r0K3cMtB/VukEYX2qVmVWcXcHzhKqvVgrVdY3mWbu8NPUc3ZedQHYUhS1oNMAMLMwXR\n6QkzMT0IWNG9yVgu2aGDeYbwWKTjNxwkD2H8IebXNnAqkXneW7Rl0pVCEhw9w+sCGJb52ZmjBYcx\nJt0lLx2mC2OOScBs/Am4lisDMtQDsx1Mu+j3xCQ8eim1y8J1qPAWqMSAfEwSpU0y2BHPvkvvtKBN\nLz3pfEISIJSfvuv8tIQnVB/bqYST2HqsuGPKfoJrSYJ0/9bPQprvZCxOaCQjL+XJCV83nbi01Sfa\nJ5NwuLZDTQfAYE5GwZrSs3Q7bPcqKfwaU4bnK/6vW6AXFfAY1ZqFteuuKjZdmsXvUs85btz+pi6J\nl2X5+wLOP9AlboNSYBfuXTipiAAJsYAsdICrkN1hJV/inr8e47rVYxXWrtTv+vQPaIKUriQaCAKs\njqlt+ggbkh1hPe8PTeF7j3rRIDiM+KWlNW9aUDpP2pDv1CCoeg4OdlJa+bqX6lmRSFDkWdpgnjR3\ntWgGaWdlFXOxyosyiC4zVR9KUM2eLSMMiZnbGGTbzFA/d2GS1s3m3TZ7jAGSELVJsLoAsra65tDU\nl9JSnZAC6jLxVOjDaYlE194WykMDpdAAC4vSRFsHDWC0fxcKLdnofLuQ7g92EhJrdBqM2nyEy5i4\nIT5gQU2snTcwoBzEqssam+VYKY9Q27dR6XUFPG1keVJs+t7Wn9q+iQAbC3T8/c7AyeFHXPpjRKfM\n6PMuO6QU9L3f87HDAy+iDo9WrbkJLW0mZVl+621kdCPKgAMYFfChR05aIvOwt3yQLeqjHHapBeIZ\nTiqU4cDOy32vR0MthbFqglADnQOctOVtH1+OsoCwkF1UOkUdMEthXtSnYsRYMCzOOUMaLfqTULir\nX0xJ04IRY8aM/FGhY9Y8CBIIBDQAUJ2rrPlv0gQ5SpnSFqRiGgLHjMhZnvXykvUH4sqM+kuEUIFm\n4pKG/EkzEyQQfRUm2cbgYkxxmVtIwtOFmWpaVgeb1qqz3gWS750ZNw2GQhnZJSntHnq3SyFd9GmE\nuogfYlKSrqSXnSA8WGtpRaieMSnQqjvgpL5WUTmjuTRmG2sgHwt+YwB96ada5ZuklMUAACAASURB\nVH9JeP29NGkdIMVj5GrbmRkiC+IsvwrdhfT3sN/BWn0OvXtDj2uDKX2mjBhX4GbGGudsssMJI8bs\ncPJc9DbeI4eHfj3O8vInkyR5Cdgsy/KNLnGjNUuS5I+WZfnfJUnyPSxOueUcgr9eluWvX7fgnekO\nlcntUe5ONx8eQV44Z5HIbKVuZ9PjqSuctMl9vGLwvnv56CNIMtg9gl5Rnx4lukFDasBzL4XjwoGm\ne9RSGmmL93weR9RAaOjdL3FKyPlFt91llkXIWV8hP6Dq9GuTOf11fWLWzM8UpqTkXkiqUHtjZpfh\nlFHlCwj0y6hlY734hK0xxTKKhW2m/KsHPRuOzYylnJYsUFJLYquMXxZwrErLgIodMJZJeGJSFwJh\nQ+kQSEvcQnmHyrvK91sgm5FtvV3Qpm0LoanCskLGgFeIdJm0dDME1HR4XS6rKG3z1nf7fF2SfESR\n3Epldb1M/a2EJyTZse3S/rqqmrKzUhwEyLX9Zw105Fu0hVc7MSVvK+EJ9SdMGBufyLsmyyNCoFAb\nMrTP6up7Cc+QMUPG7tBQ3JmIQw92Ni/On479lfc4ef3hTwAfAT6J2zn+14Gv6xK/rXW95u+fivjv\nAT8GfFWnkt6EMhxqyXCHcD6BPS/OOZC1oG3c1m5g6wjmT6DXh/kUelve78Clk6y7tPZ2YfjQ6dgM\n+7C17RSMh31I9uDlC+Au7D2Ge8cwug/3fHg5h+tjd6GcwGvH9bLUFvDKtjMOOOzD/CJ+knsbzYmD\n/B5UnbM/hbX1GSPGzFhjkzN/LN0lGQUzas37an226rRawiMyr1y9Z8BmmDk2SDM64xQd36y+wty4\nxQYnPRiGEm4xvhajrpIa7ddlvG0L02UGvQr4aANIQl1B1UIZpI2g7naQ0m0glLDdcad3EmnSOwZj\nyzNtEgQ9wOs4ofTEP4R6Yx/JSiT0dwgBmiGL+VqUMQrko9NoA0cir4bFSYAGZHqpbtisXgw0WIr2\nf/FsDWDKLPdljTFAubli0WNJ2rPHdD9rAz6SprX0rUGOHNkhzxrwbMwZ9sesMa2OEBXAU5Cywwk7\n0xMGcnbkM6YXVYdH0e8Gvhr4eYCyLB8lSdJ5uSvawsqy/Hv+Hj1LK0mSZ7PK2APu4hrPOs6ujTQ2\n0e7dpjY0fQq9Q/feu8AhkG2fxj4VMGIfRhswOvVuuzB6Uj8z9eH3fZgPwmjbSZj2vZSIr4PkAj72\nKXjsG+jmOvS+DPZTSAZxxeMuFAJKlaaN76jJBL+cNcRtRT/zRsvHVRy9rNUEL8Jw9nwp9UxRtKJG\ndYfV8XN5aaFlYuIGQ86pB7uM9kHNZtALO98WxaQqtvptwgs9sNgwIbdYGl3oGmNIsC7gjecdsLiL\nKLSgG0ostMsKqjPaFhDZmLBER7cNe9cFVoN65S5gxEpgMuOvJZxtyvNDFvPXOnC6fBLWagrm5j0E\n7oaBcLaePeAVFndCaZMTuuxeJq7POou1FyvlIRKuIr3EqaU8IVRv3doyUFK0ENjp0t9D0hwtIdJ3\nm36oWBYbN4ANTfDj3Xobl+iz0jc5Y4cTxgxZY8omZ6wfXVUHZT8PesEBz6wsyzJJkhIgSZL1ZRE0\nrcIOF6gsy++7SfzO1AM+iAM6AkRyKmkP4MZpGZBPcQ1mHQeItnHjuQY8Yh9nz4cRCZCE36cGPI/8\n832f/wUkb/j8/3WqYyAO5NNvu3AiY8hu0HBDQ77IXuj7C6e4vMkZfWbsccQO71Zrw2dsUpAy9dvV\nXaFQDC+hXhyUZaxLKrGa7syaqpk/1IbeAmFCz0EKaUdZsrPWaywLdFlRidF14ukBYxVQ0yb5iaVt\nBQeo96752/R3gJN71Cr0ekJld1cJ6YE6M2GlcBY4CckCsB1txYRCDweKxPBhTBcoJJmBxV5lAY/W\ng7GiLivN0aBEh58bfz34h6SZbT9MgxZYVKqWyYlQiZsqybl49vvlwObiwZsx7BgD6QvtMWGx0cYY\ngAZEXaRYJt8YKAn1bVvOnKaER4rTBfDo4uvq2aUrC3j8NdoYe92dqVdcrpe0+sx43/GkBjvPScLz\nIiotK/rbSZJ8H7CTJMm34YwW/5WukW8EeJ4ZreEAzzluDBa50rp6ltUXqAz9sYFbe1rHgZ27OIDT\nxzXkJz7eExXmMYuAZxcHkO6rPNdxDftf9XnJ+a2p99v28aftysfXocwXqVrGy5yER7ahv8QR7ize\nS0685n/u923lFvCI/ZxzEYvLrHvLd/69+uRqrRwozw0z+OrZzn6iEofY7Fy7Ydz0oKnjKIb5tFt2\nVwnKdSQtXfPuIsqPga0u5ZF4OwAfogY8egeoBSRCoV1DdmQVAKDPgBJjlHoPo9y1zXGRnIQM+S0D\nPDF5q7VwHPpI1wE8elDXVAbCy7Ouj5Q5N/5CW07AIwN5nsDJlnOvvqdOw09s9MGhtr3YTxoD20E/\ncdRAJjducxUWwt8nJmVTycVAD0vcJI4GPG1ph/rOwDxrsBN6HpQM+/WGkj5Tz6edJH7EmOQIpxtx\nRL168QzpRVdaLsvyzydJ8m/gmMFHgO8uy/Ifdo3/4tZMkyxpTailOxmLgEdIlqgGOHAjy1n34WLv\nDuvZlUtDJEan1CBnFweKtl1S5T4k2y6/8q7X/xHAk8FnvvwD3L3/OQa/gPsFkl/m031SqwTf5uc4\nEFC1DqUHPNKRDnhM6u08yBla9Sb1rGZUckhj1flH9cwk9/4nNESyQTGy3EPnHnWSpmiGqGf22k8y\nmpv3kB7Fivo7y+gmEqEQhdLqIpKPxdV+FgyJe9f0Ja6e1b8E8Gp9LpQ9aFOeJwoIhQYIW46GhEEO\nYUxcOzwfBZYarBTDHpZ5Dd2tNloGJDMg7/nv0qvf5Y5618vBVX/xir65CoeOq8PLRASCdf5y6gFc\nTrif+DwmcvCvTiNQpjbQE6OFMPJPdP+1kp4VJTqNDHz/1oCli0QmBnQs4MmMv+V3Vqpjn/VdS3cG\nwGC6YD6k75WXUwon6fHHBXFKrRT6jOlFXtJKkuQ7gb+1CsjRdC02niTJd5dl+WeuE/c6dNXzwEMa\n3xTow3yd6piGJ3uu86R54dZAoR5wPZg5vjvghB3u3v8cae71ewTAbPs8NoBduNi+Q5pfcbS+y356\nzGxwh3f6e9xNP+/y9Mzil/kYZ+ubfNUHX4eHPj29tDX1CtHT2zvlPcPpErHnrmkfhlySkrPJGfte\nFtovplymo8ow4VSfmm4lPAJWpINKmIxawqOZRdvJw/rEZw18dPiKrF6DJBaCiG3LWYaprirNeNa0\nCoi6TvmXSXi6kMT7AE7As0E74BGr23Z8i5UlC4SV9nUeiNMYhBLf1hJVjqQpdZC7Bd46HZ3+IPBu\ngWMMBFlwFlKKzZRbVQ+TB+ZdD7ZVmqbOG7j/o7/dhnqeKD89wOslaluHNloKhDTosX00pKysKdQx\ntPTLT3IsEFkm6bH+McBjz72Sb2ePzdHgBvVuAY/ig3eyGugIib20vtflYUplQf8ZH6MFvCeUljeB\nn0qS5Bj4W8CP6OOqltF1h4I/ADwzwFMkKe/uugbfn7rBu8hSztJNvwU758hNQxmlY9g7YX16VUuB\n1qHcdifRnvA+RutOxDvaGLOVzWEK8y042t7mgFPe3R1wyQj6uCWhbWf6+4xNsm3XYD/AKeTwgFfJ\nKPiqvdeddGhApefDOtB3W9O3prf3PXr4PHaBbZgNepV49IBDXjo+J08hK2C4O646mEh5GsxXD2Ia\n8NiObIGLHRTaBjI7CDVqYvURLlWENj0eIb0DpsfCspqmVaUcy8DCbQEpO4PsQjac/d62rqHwoTTt\nSeQZTsLz5XSQ8ETKo9+jEh6Vlj6vzYIIaP4TXV49GC0DPDoN23bbAE+IbL0s4NFxtZ8eUDUtBTwm\nrR3ckhbU59vJvwoBHvkWekkrVJ9YO1qlHwFNCa5NxC5xhRS3M/MekIBpgBICZDHw03VJK1Rn2+e0\nmwVFGaRZfZQENCUpQ8ZsTs/qvLyNtWdNLzrgKcvyTwN/OkmSrwS+GfiZJEneKsvyG7rEj7LXJEli\nO6ITbneFZinJ4WoAs34trThnk6Ff/xRdFYBhf8x637dk39jyFGb0veUDX/wU0u0z0vyK8frA+a2f\nccmokobkpIwZcsL7vAKwy599WGPKY/bZ451aaVokPEWdd5Y21TxvhbbdVa7DNO1X9hz2Tk9J5AT2\nHDZ3zxv2eCrSMxLMXS9rtQEePUDYQcjOfmKDSkMPwxohtCTSHcssA9QVOHQBNrHi3JS6pHld6Yyt\n0ypgyv7jl/y7gGMLILoAnoEJq8PYcmlJhE5PW/K2khQb1oIlW7/QYBgDhTYN3eal/HY510oSLHDT\naei66nRtWdsAz8veTR/oO1HvFvCE6qvL+dTIZmo3KMT6v9X5UcFioMSCnFh42xb0P2kDUbo4oXYc\naN8i45mxhlvgWiMnpc+M9dMrCeR0QZ8T7njBlZaFDoHP4TSd9rtGamOBJ8C/FBIXJUnycOXi3YCu\nuMNMnfotuihT+hXImbJWnylVFDU69g04K+qzpUQpa8oaoyylyNJG+lCj8Eyh8ZTC73Ry8YeM/aEO\nffclU5oN3OedZLVJvxAvWdWWLFApRo/X7zDzdR9xSU8U3tZdZmKFuUGxASfUeTXQETf9Ls8y84+l\nqxlHxVQlwJDFww9DHET8Yl8saz7GkggEb1Bsdhuj0OAf8luWxrMky8DbyrhDLZ6PSXigOTDYb6//\ne6ydhaQZ8j6gCRQkTkjCo0lLeHQ+GlhYkBFLy4KWEODR8WERzLQBHgs07YAskhsN/CY4QPoB/35C\ns08OzLvWebEgNUZtYKI1kqYYmoTFfmyWrxYamzpXS5dPrpBl9zbwI8+2bbTFX3UCkkOR19o7U9a4\nZOhBjx/HLqjHEZl4PmN60ZWWkyT5DuD3Au8HfgT4trIsf7lr/Laa/RDwmwjbe/wbqxTyplSSMGON\nlIIZ/QZKTsnJvLvQ2mTuOnJB1YiSC+jvzsi83eFqeQfI07RSIFubXDHsjxv595lxxlQ9u02FcmyD\nS8QHFtBjKGNxL4fs3tJH/QmFrHQIXUqC6zDtu9NY1pgyKsZu/feozmh4Pmdt29V7QcIDzYFEk3Zv\nAy568LMMXcezugxAUyG5h9uZY7m93b2iuVHGijDRURvDsgxwWfi2PNr8Yv6r5LVKmZaBP1sGudvd\nJlrCY5czQ//d5m/rFyqXHlRsu7KmEULjqp2xhwCPraelEKCzcUPu8h7S07H10EtNtjwhYKZ3Asm3\nOccBHpHC2UmIBTznKs0Q2FkF6EfDi3mK66L4mMVoqHlGr+kVAimh6KEwln8tAzxtediyKPerPGVK\nnzEjv9owYsYaY1FIz3GbXmSzzUoWZm6HXvQlLdxe6T9cluWnrxM5ygLLsvyTLX7/xXUyuy5Z2wAi\nZZGt1prWmDK4wAGdC2pbBo9h8+4Zw9SdXzLFSXGG53Nmg4I0d72/dwi705oT9LdnfslrGFT+ld1Q\nTGmuu8qOsimUeW3LWJ88JXI46RtyHAa4oV9bLdFUAaO+6OVkzrLy+bxWePMMsRfSHcrMpd1DYe2z\nVlgO7T6xYTQtgKuMxaUpO7Oz1mOXgJwu0h1LqwCNNmYXC7ssfe3fdeZtyUo/YgNyWxlCtIEbUKVc\nG+Zu62gBj551h4AM5h6aqWf+WIGB+fe5+ahZ3nTLExdX+wtNzKBp7xbwaLJLQ1a6ZQc/PVHQSsWr\nAJ7YtQNsKB0YySM24QjtbNL/RFPovROOWeUYkBBqFdATWvKSA4YDp6fHyty17BaotD3rb2fTCP7/\nPrPpGrO+AzlnbFagB3BjhwY7zwHwuGK8uICnLMvvSpLk65Mk+VZ/ltb7gY0bn6UFkCRJAvwW3NFQ\n4DYa/ZOyLJcdZ33rlFFruMsyU1adF1Vv8dvkzIGcQ5ykQ4wGTmHr7pydu85097jvUHXvGHr9qyoM\nj3DIwzfq9T23rnrw6iGjiyvyFKbbDnCtMWWPd3iJo8r4YGWHR2nb5x4E6SG8R32oqTW3Z/ciYZ6r\nxR/199aYOXAz9eVQA4x8o/pjRrbvxhh0CPSIux6U7LOOF2LaeRcJTRtSEM5zDSmP0KqSm1WobTap\nn5eNBV3KuCxM6D9qhh0ql9AAN6hawNP2jwWwaFAgYQaefWgwIkBlMIXcMdw7gxlpVlDkKWuDKUWe\nMdoYU+RppQBa5E3mnGYF00k9ISnyjP5gSu7D9Qcz5eclvHlK4UHSXOJKullRP0MNpiZJs25tgMcu\nf0FTT85KyvT3n5h3vaQ1qNO64+t1lWdUO7dsm7D/ahVaBeQ3+uWys8tiKE/iax6RGXeTnNWjipVb\nJxXqNxZAhfz0uya9+2uBnyaMz0eM+yMu/SYYuWas1WOHAJ1dnjm96IYHA2dp9biNs7SSJPntwPcC\nr1PvqH4Z+FCSJN9RluVP3aDcK1HCVbUbS6QsqYc+Q3/irJwSvns4cUYAxVLlGzgAcA7chYPtzzM4\nhrUtv+/1EIeoxfbBZ6kNE0JlqHCdKziC3jocfPSQcX9Ev5hyN/0sr/DAxTulZmBHVIDnyXmT38mG\nTLGVeEkt+dnC2Ua1ptEWTKX5jiXKyCl53ekLX44UmNLYCrlwWrrE0R1UtgTrJQQ7cC2AF8KAJ1fv\nFvTkcuBgF1ETLEJArRUlhe+1J7EKhQbrZc+hNLoAm9ug0IB5U9LAVoDywEPzgZp9N/6tksbIAFwB\nGxyoAZj0a4mLBzB3sgKygjQrGG24pWUHeGYUeeqWm/tUk56875hzQVbp6K31ZxRFzbS1DpsG/0W/\nPlR3Vrgl8ZkHPNNJn9SXrcizCmRVgIi+b7/qu1R9Qx1yGfr3erPAMgmF7jdyD219tqT7mfiHJjBt\nFJOYxMIBTvKi5dIdJLLVVC8mRukZN+O+TMITojbA00Y6n9gS68RcWf08Px8y3nPSnSGXFeAZM4L1\nY2dqZc+ne8Azpxddh4endZYW8BeBbyjL8oF2TJLkVeDHgY+uXNRr0h2uauuUxbTSXl9jyg4n9Kcz\n8n7KiEsHdt6gtn78BrVhwQMYbOOAyx4unTdxAOfYPx/SnGgcUNvqOQR2YX1wxfrWORTwsfu/zIcP\n34LP+Dy9QcJKynQKT4pwl9/EmRMTiY3wohHNM7SC/dfz8KwoIPXb9SNbGVMlCWuQnoFq8bqeXepZ\nvB5IQ7NHrdsRstOTKb9MR7Rn7iwzSCaJhZa6WuJ2mfnZcNotFC72bMPbvG0eobItY9y3DaLa0spK\nB06yngcn+q6WFyQcWQViKkN6HUgkOmmWV1IccKAlTQs14WnqpGUK0E/dQ0V96nVdsXBrNyBkqbNG\nHgIPWVZUEqIic/crqWMFemhKq8gISlFDUrZQWwv1r5brSoDYJGlOXnSaIYq1VfscarPRBGFR3y60\nAzMnDIj0LErehazeX6SsEs2W2ZbfStd09rD8u4UkPKKfpQGP8NbzHpcXQ8brI87Y4MQdF8oJO0y2\n3+JkfZsP7J66ceSc50Iv8pIWT/EsrQx4K+D+Ntc6wOj6dIcrZ4L7YuL0c/YcHBimqZPoXEC6/3nn\n9wY14PkMtYRHjo7YxYGbCxzQkTOxRBr0mFpCkuMUbbZ9+Mc4ic+ASgHnK7Zec+fJv059fhfuuXwE\nl9O4wcwR7qBRLprH+0W6c5M8U0tzB3jS/KqW6mjyiTXAjsw+9bZVUWY8b8Zb2LreZRCWu5XwBBWX\nE+UgtZe1e0nA7sjSzXZOkGnGmHMIeMT8ukhwbuJ/HclPl7yge9ljZMuV+/+UA3navDd2zCS19C5P\nqZaAcjX4yxKRpFm5O0nKVR5muEWRQlrvmNSUkyKK+XaGKn45KWvUEs9MpZH6jlOkRUM6VOWdZ5XE\nJ1i+6l/a86SUv723AY3Qe4xy4MRzC7G7Yycx+m6fY2nq59D7gmTHBpibd01zdbd+wgcsQNJHebSU\nJ4STbH/ITLw84K/Tt/llxL+f/f76m09gfD5iuH7JyOvxOPtwOxyt73LGJnv7p0494Tp6fDek94DS\n8lM7S+uvAf9PkiR/E2dDGJyG9LcAP3DNwl6LUq543/GE5AI4hS3mvtHNHbC5wIGdCQ60/DPgszB/\nHR6cwitTb5dGDg89okbib6r7a8AxzP1xFfMcRnLUxAUurz0cqDl1YXqnwM/hAI8caZEDh/D2sQMy\nxzSBTLUincJoHfIcmDb7TmifQoO8NGdtckXa1/o5OACnOq0T3LcsZWnAQwknyeJOLBHL2tmPFuvq\nGZWVBFkRuwVEjZOmQ6dLt5FwlEtgFGZCMWDTFm5ZdtYtNCvsClBC7l2ASozxdp3dd3GX/1wBm55v\nC73mDBb4/9l791hPtuyu71Nd9Xue5+3T3B7fmTueAQ/MGEMMMcQREQkBIv4AG2EEJE5ISCRjBSIF\nFF6x8kQJDwcpgElglBBAMcYkIONIEMBWwEjIiY1jcJIxzNh37DvT49vu7jndv3N+j3OqTuWPvVfV\nqvVbu351Tnef7uvxkn6/qtq1a+9du/bju9dae63GzcIaKIqurouUdx25QmugEA5JsJ57Nc2hzLlY\nT5hEMRbQKHZu8u0NCwJQLgicoNV523PyoiIv8gbITPKLrQFddmyW5FxsWpFWeL5sRFpVmXN1Jjtq\n1KKhkHcULld8J7tTS+t32O9mlb+975cCTSVhO7ru0xbwWFs8Oj8S5zcCZZZbYx2klk6YTUgWO1qQ\nrxdF8rzSRdRjUapde2ORrn9bDA04LLdIf1O7Dd7uwDNW6q/WYy42YzaTCQv2G8DziBNWzDk9ekxO\nyd3yFSAeXg6HJ8uyX0eQGuXA/1DX9R+9STovzZdWXdd/JMuy7wK+HvgXY/DngW+8zr73F0H51RWZ\n9jGiG+pDFb4hAJcvhOOnn8JPAJdPwxT6URFxPSYAhj1awPMOPPs0PFYcmRK4ew4ffALzNVx+AUZ3\nCaDpafsc3x+evSyDVeV5BfVj+GxM5wktz2KrLxZhXrjc+LyK5AeKHaioTGTR8hdbDgr0NKQHPQt2\npLTrebcAHodmV3+0XAILekQBswE7Be1+No9E9GUHTam1kq3dG/odrkse6Bi66rZxhwKY5yX7znaQ\n7mPVp8CqtBOJYydvm4a0FfsdhKbxnp74m63TQTfmCtisxx39GWgVjbVycqV2ZeVFyfqs9Rl1J+oD\nCXcmP5LND8E0RQOkmFBVeZPn5dkMiopLxnQ4VWdqgm0AD/576rlc+putsxTgsenoBYfdcQXBBJvk\nU5rzXRwf6G/nti+V+O/b0FC9HX3UpLm9GvRIho4zVgvSvLFHt29PN1G/l9Wx0ul4edp8bP3qtARA\nT3JWcZfWKcc8jEo7wYhuSXH/Mc+1IeM1oSzLcuDPAL+WIDX6gSzLvvumOCICnBfvS6uu608R+B6v\nlLKKrkM1aVQV7W4s2Rn1AHgP3nsYwM7naLvPR9+N9x/HwCNanZ0H8NkIdsTw0CWBofPsHD72Dnx6\nAx96CvffouXmPID6h+FTm5jPOXzwx4Pezudj0uLjeWtto6VMtN17oC3hhipyquIO5Fetlr8An/iF\ntQHFziB4Go9cxpLK7wSYBS/qeuLTCpB64oN0ayp2/Er5QqKErD1tC41MYkJWV6AkORimaAiIsYAl\ntTp+UaKr69KWCCpxruPr+33frmQb8GjFdi++HuxTK2UxpNdZVUcgxIiL9SToppQF0QYtl9MIQIoq\ngCOg4bYUsdWoLdlXRfhd6u3sR0GvR0AOBGXlzXoSgE5ZBGBTGKVYSRtzre3caNJAxatDzNFyy+x3\n01wI3SdLuoBH56EnX0+0pctqz1Og2L1ONW4Z9TQISm1Zt/3aonPd96XfG9MCfe1YH7W+Ifi7qnDO\nSYTr75YCwM0rtDdKgm2eBQc84oQ5K045ZowYjP3pxAu9HHpJu7R+OfCZuq5/HCBKjb4eGAx4sixb\n0JWbNreAuq7rQ+feFt3GmvP56YrWrk4UazWA5zEBpTyN10/g8lkIfkxQ/hWM9OwxHL4XA2QnVuQY\nPXscgM4zwlEMAQoAGUXnnyVw/ycJ4GoP+BT80JMg0TqMz11WrSiriMdD0sYEy7KblwZGyQ9kblRF\nDkUEPPu0BhBV25W1bYe7s4bQjlbx7Rcq90MoT7Z2GnRWl7ocnqKyPuqydwCP6D3MaRWPBfyk0ISA\nJE1KcdlblVrSq8GbUirdF5Hm0HQ8IOYBml31kUpTi0TkWrcJLz87Yeh3sdwJXT4FmK7O5tsisbNp\njDfqKnXq9K0T0wKYhrayLt8AYFXMtrejrycB6Ag40e3YAh4J10DCbsO33B8NeLz68kCQLoNOTwMe\n3Tc94KI5PKn87LumJmx6wju0y3Z8CkV4GfSxJem2m76yW+6lBUHQBT5emqm0U0W2eRcguxChFaeG\nXVvHACyZU0W9s1cBeG6wS+telmU/qK4/Wdf1J9X1B2nVYiDwIf6Fa5Wrrl+Id6b3J+DJaRWLxZWC\nNM5zWK3DtL2gBRIFQVx1eB7jH8XAaKRvtWnjrmJSWpF4RivqevYwOgO9C//kYWCBPaTdWi7Troiy\ndDp6jbMiZHRZtlwgyRvS48ohNNybMipxlnlOXVySTdp7msMDRJPmk65i4xl03/yZyfkwcHn0zgN9\nLuRxGOwkpuPqX1M7EqBryj7cJ9JSYd4KNsXVSAEC2zt2fZgXQUNAznUAVd+7DU3HTqQWrMC2nzVd\n/xYUNUDXiVvq+FnXMrB+J4nnTdoCVjqAR+JlrHkjbI1fq63lmgszFPDovATwaLL6GynAo/O39WIn\nY026nLaeLKfIAzw2LY9S8dz4Bf6Oq+uKZVLcXVkEOXZ4UsWxdWg5PIW5r4GrbcMaXPYBnF6wE8Ss\n40nwpiUkXJ45K1ZRpD/mgldBN9DheVTX9de8jLK8aLoW4Mmy7A7BqmHKsejLoZrQyDaEjq0Bj3B8\n1Irnsmy5JZpW0BoYPCcih0BFDqOqKziBFoRoOPA4GhU8LAJn5yfobor2EI2/SQAAIABJREFUGLee\nJHpFsMJcVl3BjKvrE2lEtEd1BOzBan/U+GPZTNZMteGqKdQFjZLnhmDps9HbaTrugpa7I28KHdvQ\ndvC2g3KHY6Ne1FvAuaQ5Nhb0eHEH0K4J3a7kbkIWCHgT1fOkqWkIELrOuaTpcQ40eWKrlP5WauGu\n0xYA0rdatpOLBTkW8Ghuo9U1k/ya/DOYTrfbseZkWXGbvK/mHsm1BSly34IMb5ux9yxs11kKpEj6\np2znb+PZb+N9a699DAJDkpi1p6PDrBJyX6fzzK7u3MqxXZy+49aiyxTJU2T24lmw47U95aJlPN00\nNuW0bqVwe8RH5HLou75Aekm7tD5P2PAk9CFa2363SjuH5SzL/jLwzQSI8QPAYZZlf7Ku62992YXr\nkACcigBYyngUICRguQyKw8V5l2egm87lBkZrOh7NZ1M4OG+7lCcQlMpaEUBP8TR8tUsVLoBFe38S\n0n2k4eZU26BK00gdZV1zH5rt8st8zpJZsClS3KGeXpHJSjOHzSTscGk8xZ/Nu1vRO9wRDev0IHXY\nHTS18qUMytZ1gB1cvYG0M9iIWMtCTl1juiZsDQmV/qU3WXgcHo8r5YWlBsFdAOs6nJWbkn03e08o\nNdDrScEDtzYPG3dXvnbCTR1tmxPQUJpz2A149lWa4Fs31mIh7YRT0tRHD/CkFLh1eW270nFtHWmd\nOQ/w6DrvLGDocps0oNN16xkslHsvjAYb2ojkLXJKuiOqjOg77G5pGgp8+sYAu6Dxfl6aGvBML5nv\nr5izavylg3ZsnXeOt00vSYfnB4CPRRt+nyfs9P43XnQmQ2jIsPuVdV0/y7LsG4G/BfxB4B8Btwt4\ncnO0KzNoGth8D2bnwbBfQevCYQsvlzRin/ke3D9vdXcOCc8LiJG9Q9J9nwCH620bO3q/UIo0QFqt\nu0Cnj/krorU3iX93YcFB1PSfUBU5m8kVU9FPKqAq7lBG3Z0V86CUqTk8nRJ755dtXelB2E6E3oCt\njymlwK03hN3NcsAgN2TQ9lbEfaCkNHG8+Kl3S6Vr62xX3rA9EOujTSuVhw3vIw04UoDHU9xNvZsm\nOzHo+LrNyaR+xjb4AR/weOYSUPf097QgyoqILOCx1otT38wCKlt/FlTaa8vp8oC4Bjw2f5veUNLl\nGUxia8k+ZNkou/R7PNo1qjpZp8puwYkWb+ndqF4d6PFPp6XTnKZ/0+MF83zJnGUDegT4aG7PlhmR\nW6QXbWm5rusyy7LfDfxtwgz+5+u6/n9faCYDacibjbIsGwG/Efi2uq4vxcrhrdEdQknFkyzxulLn\n0jD3gLtw+DBwQlbhkhlBJZYCilw9J6zuu/DBcygil+eQltfxLD5/guGF9LRJrzvb9cgz4JnSHZIu\nXZhnUGEjWg7P+dEdFhywYcwFYzb5JHSq4rJ5qCqCvZJN9PDO2cgMjnZW0iXcsfXTm5QwcfS13R3i\njl9ekxw42Nnn7cTgZWEnBS97DySkwN0ukLGLPBC2qzx2pe5xaDwwlgIvXh6p72ldH9j8PHAncbSL\nBHGToNuT94xWwE0BHvuNrM8vj7tj27HN3+PwWEDUV4deuXS4Vx5dv31AUteLx53wlMOF7PV1QFGH\nPLAj3BgZ+eQcfNGXhNvCDNDZ8Tgscu6Bk9TzGijrtmxBtMdFtBwd27b3Lzk4OuOARQQ8Sw44YxJG\n73gMwCfw5G9fh+dlGR6s6/pvEjw03Ihuc5fWnyOYlPnHwPdlWfblKP+Vt0I5QWcFWnGWNGRpUGsC\nIDoK1x98l8aC8X1gNgliKyaQ6bcWVxA5zDfwoSfBmODhJOgCvVe1ejPC/QFfR+i6JIBKKyprgONN\n8wXwwWgMcTERx3OTsMU2Ki+Tx1RyKPPA3blgzIp5l23fJG79WRUqbCDokTA78ekBw04onTLUKhEv\nA11LlkbqZ5LRScmr2clbwnHi6XMvjs4jlbYXx6a7C+T0paffoS9vj3YBHQ/A7SpTKh9vsu1MCOtW\nkdjjVuz62TJ4YKRgm3ujjynA4x11+8Y59wCGB3ps/7Hv3Qca+9LqAzJ24pc+auPo87627ZL0yZUJ\nK2lBzHUbmE3fKecuStW3B4Y010Y/awGOB3iadh3OR/urCHIWzFg1wGcWuT0Txe2ZsAmOsG+ZXldL\ny7e2S6uu6z8F/CkV9BNZlv2qF5H5UKo14CkJCsfCXZFdSeJp9iQEz+/CR4poLXkvxtHxC3UdAQ9v\nhi70wRzEQ8foIZSbdsu5NkqYWp+kgJAVxMjWdQ88eXuRJDw7Au7ChjEr0d9RBvM190tbkS31lvSm\nsxd05eEiOBMBXqKJ2MHUDuxWSdIDOk2c2rxtSetC9VIdvZq9pngrBTD6Ji9MHJtu3zNeWbx0bR42\nzV2Ay1vRYu73gaFU2XcBJb3wSCkyp57Xk8L0kun+MiRRTvutd9v8vXJqgOXVt+WYpICCDuvL31Lq\nG3sT7HXAbt/37WsfqbipeF4+fQBqizzdnRRXRxfCNni9kNEFNf0+xW1J1ZcHli0Y99KX86kJ18Cn\nadP6VzOZbhqwE4COgJ5V6ysycnlCvKVT8JdPryPgsZRl2Zso3nZd1z855LmdXSzLsvvAHwFO6rr+\n+izLvoqwh/7W3EuUd3J4s2rBSfRCDgQgJFwf4dYUwH0Y7YWdV024ZkMKybnE2RC2dkclx8MK7j4I\nHJ9ZGWzsLAjTsd6VJSIwz2Reip4RAI/l5NgF3ZaoK5av5ewUyUbaKsEVAQzpDj6FVrOpJGgtlbQa\nTIft/SETed8AqQGP/pX2LeVowU4fT00+qmOBVZdjCHhIraghXQe7VvB9k1oK3Hhx+lb7mDipSXEo\nDV39Dvml8leKnKP9FfP9VbByXOY0Rv9sWnqlbVfd3nWJXxYdLwWWvDq3tqamdOs7BR708x6XwIvb\n973st7YTsm0nurw2/V1Apg8s35hk5LTbOyyS1H1bP6vi9LU58L+zXnSlgLEN9+q3r91r0VZRMp6K\n6CpwclruTjhOuGhEXTOWvFGdctv0kpSWXxhlWfZ1wJ8gOIp6CHw5wTLMLxzy/JAh8C8AfxH49+P1\njwLfwW0CHgqendxhNrlkJCXWXJ0jWsAjFobv0m7PFiN8T9WzXifeU/fk/Axm78WdX2WwpAyt3o3w\nQoTfNqPd49TH6ZFpXVu90V26YHvHVsMDmdIob1ugk1P64MPGbSaPjKjdRFetW8DOLD2Q4IRbkKPP\nNeDR+hcdMLNK/Ppg4TXIAwQpwOENnM9bhD4ui867D3ilAJBXJvvt+r6lzVfXg+W42LQsWz81mTvP\n3pleMJluGOcbJtNx8FmlAY8FOfb76YlLk1ZAtStynPh2cpPnPFCq9YC8NmNBqM3b1AGF8w6pCdam\nX9DuQvPGtRQQeuFkObVCQ5aAKU6tNVWR2NjQBxxhu05kPJrS5UZ7z/QxpQb/KvK8ajg4orejd2uN\nozam6PYcPH1epYnr0w0ND94m/WHga4Hvqev6l0Rp07859OHkm2VZ9ofruv5PgJ9T1/VfybLsd0Kj\ncX2rKuQlBY/yA+ZHKw6mC/bKq1aspXV7xHFnQRBtWQXDTSfRzlb2TocRMKWVpKEBW3oa1h6gVmxX\nqLc9HRWmpbS6S4/iPRlTtbBHSLT682SP7FKj+S8DtsiX10A5p92MP6IFPFl3MtPUN6hYcOBxeIAw\nSDZmGOlqNknt6PtSPj0LDd3dlSA7cdlJZWjS3sQ45Bn7fGrF7QGgvvt9K1LvGZv2kGd2DfQeddKt\ng12SIkwGq2iF9kriWNcTunyaW2HBgry/KP7ab1uYODpMqM9WkPQb/T56HNHP6XOthGzraOo8K6Tr\nVJ7X4XaHmz7XYM8quA/h6AwaXjx9UmuUY9cE7nUeEbGPTBg0itK2nXrJeO9jj9cZzwa17e3bMgbn\nkec+YUNBtQ16NsvgLPsV0Gsu0rqs6/pxlmV3siy7U9f1/5Fl2X879GH3s0Vw8w/j5VmWZfeILTrL\nsq+l5ZXcClXkPOYeK5ZUk5y9oydtpxQuzoZWTwe63BoBNzldkCO2eEr1jNw3NXMZ41zSTscCcA7Z\nBiu75hSZsp+pOJ6jBDtMiHVmNjQdpCJvOlJRVZ13ajtY0OJpBj0NeAqC3ZHGAYYaZPQgmVpp6kFa\nD5Z2wNfcneYNtf0f6IIdkWHr+yNzJHHdQ7s4OalnUunsykc/763AU2mVbKdRJI42bdsArSgGcz9V\nfh3HK58FOJbTY9PxshcHn9JWi5JL286kner33leJWMAjQOfMPLeLLOckxXHrGDI0eUp82/5t+fWz\nOg9vx5n9fvpo71n9JAuO7Ltel5LPyWhVOtfWHGuf8xw9Gsq5PjqjpVcvUgQP7GhdwlTd9gGeVNE9\nKoGyBRGNi59Iegu6aFyO11fX04l7QfS6Ki0rOs2ybB/4PuDbsyx7SKvgspNSn+x/rutaEvm9wHcD\nPz/Lsn8I3AN+83MU+NpUUvAeb3LAGRsmzN5ccvB0zaikdRFh7SNobo8exHTVaMOF0rie0nKNoj2b\nVdXe1x6nRHRlu6LujraPWKm13qSJuWdFWpK/dD5ZJYStjKHTjNeXW9ysBgxRdQGPgB6pozPR4VEW\nTS13x7YYbwD1ji7YEYGeBjRSs7oGUsvsISQrz6wbnAIYdkLyqO9+Cozo+0J2YLUD7HVWpzo9HW45\nAB4g9cg+r8GMfl5Ah7Snkm6bsXVl05tugm5DHnUbJhfkRcVanH3uj7YnfUnHs72DufZcRNj39rZ8\nWyAveQodmzz1GIR5Tp9bDo9+L8v1sflL3WrbPNaGTEl3HLTgytYRzn3vm2Hu7QQ9sM3R2dWPPT2d\nno0TmvrGKK8PesDT0+fxFnQ2X+/c5l0WVFVOlftgJ4iRLpqwQgzs3jK97jo8BKeja+D3AN9ImK3/\ny6EPuy1JwE50JTEFfiXwCwizxj+t6/pWhYslBY+510g+j/ki1dEZP2dz1ioba8XkDe2bCddGgM6G\ndodXCTyD5dOwbT2r4PJJ7GrSgc4jzyFiBfHRpcVRI/PbLn8gPQx43JxCHVN0CQ0HZ14tGecXlORM\n2IR1gx7UC+HstMCoM9loDs+a4DhRv4UGRkNoCOBp3kIsHJXqKCBHX0sC2t2F0FCuTunH3Tl44w9y\nQ+N4A6e974FyjzOQAkBe+TWokAnQAh5vErdp2/SsPRs9ueo8dDw7xxXd352o2yDtc8KGMs+5Mw2D\n/xWGiir4IppuqMqCyXRDWeZcrCetQ8YyD17WiwpOp92yeLag+kCkvtbvvo//HeTd9Lb2XYDHGjPc\nBXj05KzrX9sKKtW5UOq72PanyWuf+tipK0+EpY86jrf/VB91RjYswd2x532LBvutLRi0cb32oq9t\nP9TPrYF1RlUGwBPc/IwRg7D6J5TtwoYvkV5nHR7FiIGgW3wt6n2zuq6vsiz7M3Vd/xLglVhGBCjJ\nOeWYi7j9ehFVhA/2zoJV4QldNCwORnVDlJ1c53Qa7bPH8N4GinO4v4HPnsNHyqCvM8oDAHpC28Xe\niz9oDRJC2tmB3sk1/H13UHSiOju7ZHwUXly6zEgAXQR9RVWR52UzmWzp7sgKfZ/WHw9sTUwN9Q0u\n9lzqvzPJiGd2EVulRFoa8EBXQ0pk+pAeQC0ZTs8QIKPJmxBSaegJz0tDx/PC7TOpAdcOst5KXoMV\n/UwfuzyVpubiSDwdrs+99GybKuooyio7ug0Q/A0BVEUr5iqKitlesFcyY0lFwZxl8D90NFHm+QuW\nzCioWNwLY0VV5g0wulqPYa16acrmjpzb76yBhubSaA7NEMCDCdPl0WOX/eaWE1PScpx0n8PEtYBH\nl8H2cw+s97ZXDWg8sGMst29lAttiLBumrw3tAiyw3W5TQBy2v4kHbOw3krDEjtTl2ZzlZE5O0FeT\nXbZjLljGjSP7LKjIqQtjL+6W6HUXaWVZ9puAP0bwNZDxEgwPfm+WZd8A/PW6rm/XwnKkK4JFYdFV\nWTEPDWY6aq0KQzvRy29NK54Szo/gw6jP87lNcO5RAk/Owz43oouJjwCfe9oCHG2Hh3h+n+6UW6hz\nu6YZQiX91ioALs9h9Cz8Do4WLIAxm+4OrfjLy4oir+IksYJpDdOsK9LSE5ceNFOAJ1W4vpVyqU/s\n7isNeKyyMrSQUcv95TfEwd4AS60vi/SgOIQLhDnftbrU4alXlO9sn0vpdqTKZ9uDJ4LR4CrFNVDX\nVdn1HSTHIgIdOY6nF8zzZWOf5CDKRgXwaDa8+I0DmE2CHlg1KYLG29GE1fmMzbpV+Ltcj6HMoYwF\nK5X4006KTV+5DPGLGKEY9QMefa805xbUoOJYe1apCTfFhdVxU4rNlqNk22MKHNh0mpfQ4EauV2y/\npEcCdvTiRsI0+HEarE3aAyyQFn/qn9255dltst9Pixq1CD86or08m7E8CcBmzAULDlgyi45EA8AX\nN0GbCWEx/7Nk6Y8Dv6Gu60/d5OEhs8DvJOjxVFmWrbgmonoxlLEkIGPxJtugUDvQr4HHBGAjja4i\n6OZsgvhqHvV7lufB0/nniA5B6QKay6cBAH0+Xo9owY+QTM+67Q/lOViya6QUPTuDk8fhneZvr6go\nWjPkorDcAJ4rxpOLZrsj0w1Mp11xlQdsdpGNm5qM7XlHUVkPhHpbut2TZs3N68wuTXxPYPiKaUi9\npECiN0dYIGHv24nVcl2s7on3LT2Q5k3YOHH0uZ44bPwy46rMuagmkG9YMsPqD+RRoXmeB9skx5xy\nwIJjTsmpmLNEhLY5JRUB2AgXeB6BtFhAWTJjvrdkuRcmnqrKg6ihzBsQdLkec6eouBJFUzkWrXLp\naHpBVeaNGO0SAugp6gCCZFu9nhz1ZGq/nZ1gvQm6dJ73QOYuwOmFpcDNYLpkG+iszFGsl/UVpk+P\np0eUJWSBiAWIsN2npP4skNRxvfrx+p2ERZDTOKEtgNMRpx865iIfM2bDImw+p4hczZKcAxbBEs/e\nlOne7Wstv+4cHuC9m4IdGDDFvSiTzi+ShAU+Xl+2oiwRWT0loBQxTigcnmfAOjjrHBVQ5LA4DwBG\nAI0IWD4br0XTxDoI1aR3a1lm7fNQH1h6UsHJE+ApHLDggvG2s7l4mZftDq0xm2DNdn+6vdqzHVtW\nLJZ1r59JrQjt/a0H9aBY0oV4u+Beim5Y47uAnsedSL7bDcnjItg6T+WZAkWaUmImD6ik0vHah10B\ne2W2aW61sQkX6zFVkVNMqgB+gLLMG+4O0IgBBOyc8JickgPOtvQflsyDvhrEXYxBxDVjRU7JhVLy\nr/KcTT6mmhQNeNkUbYGrsn2hvCib67woGzFbWeZU04ugbyRlbkBHQYdjpDmpmvpA4xDA4lGqjQ5e\nnPSEJcP7RFpeQ/UWJ5rL41XADuBjxzAP8MhzNu4WKMevH93WrWjQAtzT9nj66JjldMb46IIDzlhw\nQE7VAP0lpyyZseCAyckFjhbbS6fXXGn5B7Ms+07gu1CKLHVd//UhDw9a00e52b9EUIT4B3Vdf9cN\nCnpjyqgbtt+MFRMumLFkek4ANqKYvCagk5+k5fK8SXjLM6AKysez2GgvMRydeHxPXXs7pTTpOHYK\n30Vat0e69665C+JW9gjo5tWSRW4wqfqqMv4GK54rJtML1nYMsQODhOlBwNvWbCc/bzK+Dtdo6yX0\nyOFpQukMUzWeJcITWabOLSjpi3PjdzZ0HQ7PdQBPH4dG37dp6/LYxirc1MLc6zPqtgbKjOXZvAEb\ny7M5k+mGi/WEqqiYRBs9EEDPTFmnHXPBMV/kQtmj0CYarDKoPQ/FCPEvGMMkcHxkm3wVQVdZdsVs\ncq7Dq6LiKt5vuENFFQBPUQPZ8HZxU7yfWrjYazCbCBJx6AlzFzJ2AePp71htR7tP1VLKDEVP2b2B\ndMj7XXcxkQrX5hCgA3yuHu2xns5ZHJ1xyjGnHJNTRfdABW9wyhkHnHJMManoX26/eHofGB48JLAK\n/zUVVgMvBvBkWfbfAV9BsK4M8M1Zlv3auq5/1zULemMKrOtVlN0vGgdsRC5Hw93ZEIDOA8K9qNzb\nKDUXUeCh3roP0AxtajaNoaKs67ih2MovAp7x+pJ8r1X67IDzQg5hqB8TJw89mRnFutZaagFkXTsm\n8gyJczsR20m1lBNtrUgi6IFvps6hK9P3ZmfJOFWbxlBZqoxe8l781EC3i1M0lCuUSuemoNKy7O3C\nWX/bvryteErrAJ3RcgTtqtqKcOQX29bV6R5XRc0i7q5qdGqmF5RlTh53twi11mqDsbZCrZArighi\nQhsas+GCVqFZK4xqyslDnIGLWwE7cqyUnZUtUVipFOV1HUCXi+pxIoaESzpaWdYDQB5ARR29ON6z\n9h2SRgc12PESgG7/3yWKdhqnHZd2gZk+8OK9nwX4Ol97bfOVMOHwPCIol08zFvf2WRwF589jLhgz\nBgJ3csEBM96ID78KwPP6cnjquv4dz/P8ECj3rwKfEIXlLMv+Ire8YyunUqzsRxxzyhtP1gHcPKT1\np7WO1w9oFZTXNPZ0KIIThSJ+zxel6XHTPfrihgKuxxQooRmw8ti5mkYqE5lps7I1Pc+rNhGrWAe0\nHSyCjHK+vXLvFMQrnHmpDqiYqZ8MhHrH1Uw9VKpnhJeWAj+7kITD6RkqRvAGN82A8ugm4TdZ2UP/\n6tUDnbYMXt5e1VpdEslX7zyytno8ziEqvoAlMq7WezG90B6uEMskMJ5Mtrgz1mBbHyu+z9+cpFkR\nbKVAu6uruR9FWVVZdMCN0FWZ0yg+F2XYBVbUAex4wEXXD6j+RxqAyHlKTKP7NCauVqhFxdPf0ZYp\nBZa22qkGNt491D0PscMLYYvq9+zrT7YP6Os+0GPT8OKn+pvo8zwC9mF9NmdxFDg5AbyPKahYRO6O\n6KvCp4e8+Qul1xnwZFn2p5zgp8AP1nX9N3Y9P6SVfQb4MEG/F+DtGHZrVFBywiPe4JR7POZ4c0r2\nkFbLuKTdmfWEZs5ensO8ahKBPTjYaz2hH2xgFndtvSjDQtdJZ0Zw+SXTuNCgeU+8RDRe0UMjrQvI\npL32fV0ZHATsrKG1jSM0DyU7G21zBSQNO/l5+Xaey9gGPDrijO3RZygvLBWnZ2VoB6jrAJVdoAi6\ng6CO43GMho75XrzUArovjVTeXvp2Ik1NEHoSteVKMedkst9Kf9SAnovpBZtJmBpK8qi3VjKOogBo\nRVbBXtdEnY874q1NNOBfUDUbIEpyqirnYj1ulJctsKnKvAU2zTuolxJwgxhLVJwdj+sFXUCCCtP1\nY5/1wEmh4vY97wEeL32bVwqwNa5hbkK6YQhosp1Qc34TKwxdvpThR03e+OQVywM7tsgSJvWoiy/1\nKiKuM6JFe2Addgsu94Kr0IqcMRdsGHd00G6bXncOD6E2Pw78L/H6G4B3gH8uy7JfVdf1f9j38JAh\n9gD4VJZl/xehdf9yguLQdwPUdf11Ny35UMqpeCNKPE94zN7TqxbsPKUFPHHwfPY0OPsspUFOCXo+\nezC/S6PIPK/gzQh4Hqr8hMegp/4U2fXLENLCnLu0ytK2X1p7PkIdzJELG79qrkdmzNha+VrOzqnk\nIDakhb0sPfmkK66w4gnYHhTsJD9VzzOj9dul30oStPvcrP5OYuCz1AxKCT2ePnDjcUO81VsqvdSg\nuqvYdiAdUl6Je13Q4+XphevJ0oIXb0Xs5S3xrS0YSTcFGBlxVVRs1mMuJpPoaSgcg+7NRUcfRxSU\nJV67OyvsyrqIAMmCpIqi4eoI0GmMF0LoWEUF64kCNubdU++i684CD9nNY7kyuj5THBedjn62j0Nj\nQdAQwOOddzId2tBSo6RuVDNzrZ9NGA/VxZBxaqucO8hrzzYPObdxU/mmtqlPgXXGZj1hszduxKsX\njFkxZxmVJF4F8AgKDa814PnFwK+o67oCyLLsvwf+AUHH+Ed2PTwE8PynNy1ZlmV/Hvj1wMO6rr8q\nht0FvpNg5uazwG+p6/qLfenklOyzCGKtp2cB5MhP7OrI9vNzWG0C4AFaz+kn8ShORgEK+MiD0I3u\ns23E/PO03axgG4BYf97eGK8B0ciEzWj9lIsgSe6NCEhT+pc4Kl3EI9ED/MX0zjaL35v8CA35YjPu\ndr7G2OATOuwxCtoV1wzW8+5L2ckQuoOBrQhQJvSFy6NpFN9S3hpa7SgpC6RHscRg2sfatuXrOx/6\nfF+4N6l7K8ah5H0DEmE4YfZbpsqjz60NkyHgzJpAsJ69LTdM7hVAUXOnMDsQFQl3pqBqxFYCaFqT\nhukBvBUddOnKEVsFkVXWrV9bb6n68ECHDrfAxXvGhtm4llu0C+x4YAa2xV82ThNXuDvewsQbDDw+\ndumEa8c8HviJ98qRX/f6/VO2h4RSXF1bZ6k2r9uuBT0W8CibPKyDXZ7VybzZZRudq7Bk1rgRvX16\n7ZWW3yCMIOLPcw+4W9d1lWXZTmccO9+sruu//xyF+wvAtwF/SYX9QeB767r+o1mW/cF4/Qf6Cxl0\nePZZMBJlZAE7GvBAI+oZTQi6OieEnVpvxSO0OgeH8IkfgbtHASSNivBcHRv0p56EKVc7ByUeZbv6\nEwKzaUF3t5bE0ybzvCn+bjy3qmkFrStP8cQu6R1C+OR7sJmEjjHWpqYruk5RobOK7YCdMwhK74/p\nirSEwyM5Gl0e6A4sqHM7acl5Z1DVfC7JRyJfmod0zZWJZxzqW7V5HBd7nhprNfeqL28vba9MQ7k/\nfeQNzkMmTF0GO7B7oEd+1s2EfkanJedi3RuC4maKCnrrV4uqBN7Iv4iuLqIaqOYGXcTJo1VuzqPd\nHq2nk1OVhVI6VgVojBLSrT8PAOrvoI8eF8ceC7b7lf1+KfGXVly2z2mQcx3AY797QzXbL2uXhXqp\nmELhsL2Y8fjZJclFjVcMfa9vQaLbd9+iwwM59p6+b7+X/jXlLSLICdaWZYxeRZtzr4LT8j4Qaf1x\n4IezLPt7BNb9rwT+6yzL9oDv2fXwziE2ekf/08AngDGBt3A+xPBCRJXYAAAgAElEQVRgXdffl2XZ\nR0zw1wP/Sjz/i8DfYwfguUPVGBxrtpuf0yoqq11YEPxicRQFGQJ2nhHQhXB3SqCCky+E8Dnx3hSy\nqFPwlT9Ku8trj05t3X8Ky4fBFcWMrjqRRJNpWrg/Wh1XAIwAHmtdeUbL65B9ePN4vC9cqz1YcBAn\ngfR+M1ntrpixPJu3YOcREfA8ofUSJi5RtauHuzQ8Kj3heasfj7xJECKnR3hcotejV4lavKZ3fQwk\nbwC7LjenD7Sk8oCuzyO5tvWVAmQ34fZIOlur8B33vO+X+l6pOcsDS9ab+LEK27+EQrUlPSlrblB0\nIJorDo/WwRHaxF1YAoZkp4s2UirxL8y11t8py7xrdbnM2pfQO60sYNHvneLU2B1PGkzoe3ay7PtZ\nMPKiAI8HcLa+u/RFu81cIore3UjF7UMKcj9lekIDKrWk9MrtcXVsm8aE62sdJ9Xeh4wBtgyp9Ghd\nA0Hbxl8V8HidAU9d1/9jlmV/k6BaA/Af13X9IJ7/vl3PD1lTfhvw2whKQl8D/Hbg59+grEL367r+\nQjz/KYI0qZdkl9b8fN0YEOx4OJeGHv1qHR7R2t95C/i5Md4RgeMj4i8InKK3afV8jgjoReI/UeG6\nHTyA+RfgEz8Oh0/aNq91cTRfQkRRBS03qADu5nApCsi0Q8QsFnVFgBvC8TkADk/izRM444Al82BF\nGagKtcZSCs2bqMtwtR4HsCM/lrScHe3Hqoj3hL8US7zO/FVfalWlj+K/S4OBRudgoFfkxu2EJNrj\nW8eW63nPPWCgz0tzXbBtuDHFGfLStoCjMPf0uf0eqcnV3htSBu/9bHn0+0q49q91DOyvuVNUzPeX\nnBUHQR8GIvA1aUwvuTO96IiWBMysmFNE/R2xX6IBzyL2CeH4bKIuT3j1sIoO1p1pdmZdrMdcrCdd\nsFNCR/EY+vVpYLtPaGDigZGU+MjmYbktUhYLdqxuji2XBWzQTd/mnyRrdUxGN73pQC9SNBiyQAfz\njJAVkfWQBypSAMfG0T8LOof0cS/M67dy3oh3y8Yo7IQNc5Zof3CvwFn6a+stPcuyj9d1/aNZlv3S\nGPRuPH4gy7IP1HX9Q0PSGTLDUNf1Z7Isy6Oi0P+UZdn/Dfyh6xd7K906yzLXP1eWZd8EfBPAh9+G\ng6drRue0OzqkkVmnhUcEkPMWAah8NP6i0nKj+7MhAKQc+BgNGLo8hNFDAljYI2xxP4o/3Vk+TcNF\n+tAULh90DahDAChSTA14SlrB0eE+rEQaGUmm8YN4rgEPEMDcm+HGFzlmxazrbkNRmdOw9pfMwo6r\njjhLc3Y04NFuUbUbiLk/eNsXsB3es9gsyprNL1NvKc2izyJzn7NB0gOOd56iFDgpzdFLWyujWgBj\n6+I6ecsxtRpdm2dSk+2QfL3VrA6X9/TCBOROYXTvGQfHC/Lo1y2PisgA67PI5TubBq5OUTGaXpAX\nJRfrSeMRXXZniQJy2MlyEHe4bFjFcAE8mpMjYgLpIxfrMUzpuJW4KnMap6JeHXqAYQiHR8KHgFAv\nzCtDqlwW9KbiMeB4LRKwY8cO6bdyXdC1XKYBjQVCfWhDkQ22AMQrqj3axYTuU15/sGPb2tzXxj6n\n5rcP7NeM9leNQdiDqKM6iVbAN8ZO1G3Ra2x48PcS8MCfcO7VBPM5O2nImy2zLBsT5GZ/HPgCcGdo\nKR16L8uyL6vr+gtZln0Z3Q1SDdV1/UngkwBf89VZPRIRlhJdNVwZmef3aG3ufJgwd34YPv/mXQ5O\nFizzOQebBXuPr4Koag84gWefGPEoP+Ex91hwwFtHD8ip+Fj5uWC1OcZjQgBCMliJKC2HD53Dwwhc\npHiy5RyC9eaCIMApafVxRntwKBwrRXof09085HtXdmDdBd6E85M70Yt8u4KtijvAVVMnVUGjx7Bi\n3irOncWCdECON6AkRt+hg6K3gtJp2AGkmTAyAuTT6uApwCO0g9sj5x7Y6Jvk7X2bjlcXesDzgI53\nnUrXG6D7PpU+12DHK28KePWBHDnXA7oFOvL+x5eM9lccn5zGAX0T2PeTis0ktNmzaNl4URxE31nB\nZcN4Grbmikgr7MAKW3aDqbaLGB6sJYvD0LDTJYCfRpRVTRobVFWVB9EutB7UyzxwnFK7rDzA4IF+\nfSwSz6ZAic6rMNfed+oDrl45+qivLe8k4UlntH1QwI8GPN6ixSuIpNn3cteclPsWPam+54F923+9\ntDS4gRbkyPEYRscLDo4XsaW2PuIOIgf74pUoLAd6HUVadV1/Uzz+qudJZ0ir+bcIAOd3A7+HIAD6\nhufI87uBfxv4o/G401gQV7TbzqHZodQRNVW02sV7BDHWIaw/Cu/yNrN8yYo5s8mSt976AvPNktPJ\nMeO3Lvin/Hy+wFu8x/0AeHjAmA3zr1rywbtPuNyDx0dHbBgHRF4tOTyPnTUqTY+ewF3DqTmku+aZ\nE6bwpY40iTvKNgoE0bVUM5vC4XngBo0mBCHgm3A6OeY0WuTcRPskVZFDfhU6Vw4X01Gj5LkUxePG\n0KDm3lhFQeGaPMfAYpOzk7g3sGtqdHy02rcIAy13x2TcB3I8LkWq7Da+HRC9gdEDcnaQvC7A8d7J\nhqUmT8utsGnY51L5aC6dVkLeN+HNoF8zPV5wcHTGPR5xwKLRU2jcOQDFXgy71xrGbFj707xx8wB0\ndrEIx6YkZ8JFZ+v5spo33BuATeQUQQA5V+tx0w+vIqeps928D/DgHDH39b1UPfeBJE1eWx567aXV\n13699Lyyb9nFsaYfNJcnpZRsLZB5ej5CGjgJ1U6+ilILFw+46Ps6y119WBvdlGsNbqRPHMffPeAD\ncHxy2gAd/RPVhFfL4Xn9AE+WZb8MeLeu65+K17+dgEN+AvjP67oeZJJ652xW17UYHFwD/8U1C/kd\nBAXle1mWfQ74zwhA569mWfbvxcL+lp0JyYYAKbGAGts4hQvzJoHDcxce7H2AR1HhJXgV31BQMZss\nOeUNLhjzY3wF7/I2D3iLU46D4zY23Och5Vuf4YIJjzlhyTzoEuVLfuFbP9766joPeQlHRrql7LKS\nbi0gZh6LbiGGHlM64GcCZRnBzl5M+EjMkO9TqB0qm3wCxWUDCsu8VfJcMjNbVz3rqDOT+0DQYwFF\naqDRL2sHfL2tU66bB/ReNY/PjF/WPrDjUd8AOJRSwMa755XNyzc1UUF6IhXSeic2L9uvbJ72WoOc\nfRPWAB0aHZyDo7Nm5brPAvEMLVwaoVxbAac1sVBNohf0IigWV+Ss8hY0tSKrimUVAY9jPLABNRK2\nDvZ9tnR2doFwEvd2AZ1UOn1A14Z5IFnHs3ay9D0vrgdsNNn2svUOTl9rnrUGRqG7WCnZzcVJ2cIv\neu71PKLPU8DSqxP7jTzAYzmbAnIKc30M3FtzzBc7oqwTHnPMF5nE3VqiiH/bVJNRXb1+gAf4c8Cv\nAciy7FcScMR/AHw1QRL0m4ckcpPhfDDVdf2vJ2796mslpEG8TPpHhIYmQLgkgI99wmR/H+o34SH3\nOeWNxsDYmAv2WVCSc8oxjznhAW/xgLd4l7ejqe+g5viAtzhgQUXOI06ibsCMY06pjyATJehnNFac\nIVh4hgBUihJmVau/49n0EVcXW3NitHWWFVBI4CS+4xFxpRvkaq39kbztZNBYnQ0KnYUZfDX7WHhR\nAi6EH+X5vUpQaqDtAxv2XA8sW16lNaAZKM7alUeq7EPu63BvkvRWh965l35fHaXipsQeWvSi80vZ\nKOnLW44CeGQwbzg8NRRl0E+Ybhq/d2JHSwOeJTOKyKXRbiKgZasLKBpPLgLgKQOov9iMyYsq6OIQ\nxF4ipupYRFauHi61PZ+SbaVpb35xJ3r6u8OQybQvno7f15YsINFcBuiCHwtwSvOzvtYw4ZqT4RXe\ntqfoLqRdqAifu2SYS+bncPyzNZA6Rdb1l/o2tk/YZ7QoV4dp0NOIduPvA3D3A495g1NmrBR354vc\nj9odr5TDUtNxqfIaUa64OL8V+GRd138N+GtZlv3w0EReKuB5YSS7Qwta5WMhLeo6IQChvaB8/Pjo\niAUHjVIv0Ih3VlHmf8px9L88a7g7ZxxQsWLBfqP8uIq7Q8TxYJkrjkv8jYoAUkbnEULECXtUdftc\npyuXUKpxeOcHEdBTtFtsxWFi4w06p9E3ku2N2lN0NzEBO6JdVNCCHe33SoBPT7muQ94gM3hBYzMb\nyIVKgYtdzwxZnXt57MKIfWnbtPTRiyNkJ0nYBjx6QrPppAZ+PaBD3HVFC3Ii3dlfksedWOPJRaOj\nMI89yBr6yyk7q1kRUYXzorFPIjZzqjIoLovC80UELXlRcXk2CysEAToQwMy0aAFOUap6UkBn13fy\nzr1rSc/WnZeOvV4n4kIXTGhw4nFq5HtrEaQWu0gZvR9OepKmfqeOvo7zPs1iRTsD1hyem7ij6CwT\naVbCHjixZUqBHU19fTm1SLILCDnaBYEAnuOa4/y0WQC0vzOOOX3l4qS6zhq/ca8Z5VmWFXVdlwSG\nyTepe4MLfK03y7LsDrBf1/UQrwsvjjKaSV4ATcdJoXTkuMvq9GifC8Y84iQCmnnjOydsXxWz9JMI\niOZR0XEWf/PmvgCFIVv1CidKUUCx2RYQNX3IGJG1e41GsN3J4vZ7YX2GSaG1LFtPQWxOiu+hLcDT\n6dwFSmOIdpA6VPe2oNr1qW9ySMVPgoK+UWvUHcCHluV5yZsMLWDAOYft9+ybLL1rSE/cemXucXVK\nJ9wrl9ZLOKbh5tyZXjSKxZNp2IE1myyZcKF61LJRyJRdVeO4I0W2lYtvKxDOThB7Ne1XibxkUBZR\n1VVRhR1WRdECmeZ91HXfYG5X6l592kld6surN+85qU/LXfDaiI6v42qupwcytM2n0tzHuW9/GhR5\nZhX0OwvwsAC/uS+jniRynTHE4/RIGj3OgL0+Z+Nclzygo/PQ7aazG4sO6Jne+yLHfLHh8GjQc8xp\np73/LHXoO4C/n2XZIwJy/gcAWZZ9Ba3V5Z208/NnWfaXgW8mTM0/ABxmWfYn67r+1puU+iZU34F6\nGhZuoyOCOKmMjjJLmi3m50d3OJ0cR50dOOWNxgBZRYGw0wXCAA2QGXNBy25vB2OxYDyPCpGyYh09\nozWAGO36lAa8eCTdtenGJVyW2/ZJdyYSycp5K/KW+1S0HK1Sg7bmeQu/BPAI2NGcnVn7rAckvM7v\nkV39SpjHYt8iuyosVLjJ8EWDnT4uQGqiukl+fXFtnQ1J11vB6wndmxAx4YW6L1aS9+uGmzOZbtod\nVXnoW3NW0bZIWE7MWDKO+nOBo5M3/W3Ostlx1So1lw2HJ1dczGbHlmcNGbbBzhBKgVHYrmNvUpV6\n9HZ4pSZfba/IPueVwaYh+U2d563VZl1G6LaHlDVl2591OVHxNJfFq8dSX3iuJZ6TdvW9l0l2vNsF\nfPaJOm1nDdiZxb4hC4Jlww3jlWwPDxye1w9s1XX9X2VZ9r3AlwF/p65rYSvfIejyDKIhNfqVdV0/\ny7LsG4G/RXAF8Y+AWwM81Z2M5V4WdiBxyeJoinb+N6+WbPJJoynwkPuMuWClvNACzFjGxraM9g/C\nUViJpxyTU3GPx1GJLHhnByioWDJv5K28R9hQL5af17CKA03jYqKkcWCaAjGXm/a5kE9LZRWm8jqm\nPd+jHZTOad4jbPUtaYyqTe9QVFdkZbstV96h0xkbIGMtpBa0gMesqFKAx2tJNp5lmcuA65ld7zwj\nhg9TVliFRAk7rjq9SXso7QIUQ+vgJnFs3Octe0psobkFKTClwxsOT83oeNFwc8aT0AbFp1VO1Ww/\nH8e2Kd6toAvSQ5yLaHxNtpkXW3EnbDpKzldlHnxslRkUtf/eQkXdBUJFCcVoO1zet4i7f9y0VJ14\n1rRtXF13FiBZANMHtDRHW3NyrKK/BbOpMnn9zBN56XJb3SDbv1JcEMB3HbNLrKU1Hgtz7uTrHVPj\nlUdb484A8hZ5GvQosMMUJeJddsS9AnqEXpktnJrXEvAA1HX9/U7YP7tOGkNqdZRl2Qj4jcC31XV9\nmTIW+LKo5g7LSXSodnTBgv1G3ASwzGeN7Y0lc0455pjTsCKkahSPZyx5g9PITgyNS4DNcTA7zAmP\n+Hn8GPd4xEd4h7c375KXV5zunTYKy288WQeH9A/V71nwxwUt4FmtA2gR3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ACPTkunIVs2\nhJsjoGdEF/iIuxrYRs5DUIwqTx+YIRG269vYYqWoZLuP2VfQYEcBHqYZa95gcXTGshFsrRoOj+zi\nmr+q5fhNFmvvE9o57GZZ9r/R9qIc+ATKLs9tUEbdbK2G1tGn6OyIn/M5q6C7IxweYeWch5LrTZI/\nE+gJtArYQFFVHY/SYBWY1T395aVjNltJxaeLDH4zWI+6uhiaPADkDSLeuSubl0Hy0olzaY4yKF8m\n4itKgRxv0rsppQbhwgnflYYX7pVt1/foC7OcHAnXgEE8pJ8S2IqDJl898T6jq2yuM1jBetZ99Ex9\nv0ejbpn3VbwXBXg821LerkWPw6PTTAGeXlI2p0697cDRlk1p+4TlxujzUU+80tyzHcGWTc/oHuCR\neFaXR+vdebsrZQFjxVwl27svezqnB2BSx119/KYLN5ue5u4UbHN7zoBpxup8xmpv3ngGWHBATtW4\nSDpoQOQt0s/q8PDfqPMS+Im6rj/3ksrj0h2uGkAjTgrn0fuyIOGDzYL5+VXg7oi7B7GKvAaOdqq1\nvu8oxSAuqoq8vEIbtN0y+69XpfJreF8yeMlEdAmc9G9JvfZALw+JG4uCVjwlu7FWJp5kYFeM18i4\nj6PjjfvXAUCpifVFcpD60vCAjwU8NsyzSJtaeD8Cysdq8hVaqnOZrDzb4h7g8SpGG3UQ2zvzcH16\n6MQbQsLt0yN6HBHWup2jwgw3pBw1t9u2ajgizfe3nBUheWd59nG8nhGMgOmy6Z1PfYDH5qfJAzyp\nZyz40HmJTSxLdneWB6psPro/p7gYum/LT9KJ37Jk+yc0dGHh9Rnbb4em4XF4LODp7Nias9mTpfyk\nsTW3apUPBrzEC6YvdcBT1/Xfz7LsPq3y8qdfbpG26Q5XDbARLk9FHkRa1YLZ2WXg7GzoKikr7gfT\nVkDzM4XDcwit4umExtCgR617x2DLqAN2GgOAz9g2/icUHTGmtgN75ylq4mSEQW1JO7jp7eYy+Gpv\nyRJHc3pSoMexuvuiQUcKJHl0XU7P0DI8bxqp1a7m5DTil8/GAJmE5Vw/aCe8pTrXceSowYOedAUM\nQxcUyz3dRnSYlEkmaZmEdeXbydwToeoyWzCgK03K7YEJ3Vb1tdSfGL6Y0W7f1s9rcGQ98e2iPo6N\nXI+co30H6AJX2O4EdnNBqhyefyxbRv2ddbj+TspXXh/gSS3QvKIJ7epbmovoPe+Vy/ldlV0/cWI8\ndxn3074yHZ4vZcCTZdlvAb6VsHs7A/50lmW/r67r//Ull62hO9EJqHByhMbrK0bPCMDmPVrA8zie\nnxEUsAqCGwnC72eKDs8HIbzQEdRxpW7N9gtVFM0qYnU+69qKOINtWzhWRFQGsZZlFWtKtSZPhNIo\naM4ILi2s2wg9KeiJbZdcWwbUHhrC3k7F3xWvbyC8Cb0IYGNpFzjTQEffPwP4fLyQHXOpRPSELXH1\n9xzC4YEu4JF7hXNuryVda8VKl03i3QTwaK6QAG7bNlNgXItynqh4h3TrzZbXArVU/adYEynukCXv\n+V3sjj6OjhWzWdCj4xXOtfz0N4hcHr2ZQn6elM42syHj1/P2vWuOAQJ8Gr9xL6Xzf2nTkBr9FuCX\n1XX9ECDLsp8DfA9wa4An54oDzphvluw9vgogpiSAGhFbCcgRb+ZyvySIdg7hPl03lO93+gpo3GEs\njkaNLxZL4ol6ySx4kz+bd8FOI87SIi0hvbI0Hsi9+WEIdXQgZDWnXUMQj4cqjp0oPTa5m8HNSTMk\n5NjHvbFg5zpAybLF+1jtNnwIpfDFrpWwroM1dK1ea3FOX4YywWvwoAtin/cmew2wtMjLm0jluRFd\n7lIKxCxNmM7Dlk3CdboeYNLltunq99dG+fp0ZLywvjIOEXFdh2wD9OTBKfI4tZY7h7m2YNG+e9EG\np/redcjjduphxKZ33YVNsf27U7SbSfRGE+HGX/wsh+eF05Dh8o6AnUiPgTupyC+D7tRXHJyfMT0n\njA9rAphZExZIa1qHoE8IIIgYpyAoOp7A/TeheAyX1bYC831zfUhX1dJS35ByW/RL7xL2y70Fi/yg\nWSFY2kS7nivmnHHAlQAe+ZXQ7s7SA68AC0f7KdUpdi0EbcdvvFfPzYP6vE+UkFrxX0e/g+HgZEg6\nu9LdVUcp6hNBpfLvu1/S1TPwwM9WegJ0JJKelIZW4MgcYZuDogup26EtlK5M/e21GMijXbowKUBn\n87IgblcelgMiHCjbKCxXxCtrH/pOUUrUNoT0N+oDP7a/6vcb0e23fVxC1D3Pfo/SqZK2PISTc52+\n7hWvD+zYPqo52vKLJkHG0zAyy+5jMaYLaU79rdCXOOD537Ms+9vAd8Tr3wb8rZdXpG26UxHAjigi\nr2m2Yjecnad0OT454cPlNCIt3oSTCXzs3ZaXcQB8KNziCWHX7SVBXPSQMJy/p8oiQ+ibtMz9V0H3\ngewXAR8jAJ6o4Z9TUuY5edF2HPHIK9r/nGZdwNN4NdaiLLv9W5GdDHcNMDa8A3igy92RlZ1NWMgr\nmx5AB4i0PEpJV0iEewyDFBelL8+hZXte8rhOMkmIeDFl/bdDeqKSc6tvIfHkqMU/jkJyA5w8WYTE\nTRXIcmb6wm/QLpJ03VnTtlcjLu6w9uzselOE7JHVeRpCluslZNkh18lLtw8ryhLSQEfp7jRHo7wM\n6Wq6Cedn1+dN4Xy7qBOQo3/HNfP9VbSAv2z8ZwnH55XRzxoerH9flmW/CfgVMejP1nX9XS+3WIZK\nWvcQD2lXpBta4CNHu5NoSgA7JwTxz1EAC1/+bmtt+RM53D2Ch0/afRMndNULoZ2KZ4Q0RN2wD+hD\nt8vqIX7Imk7Hl/sHxI/x1cAn4KfePOIRJxywYMIFF0woiirKgscdb7wLDlqgcxqPDdjR/m8k954R\nom+R51FqYChFeVkUTfXb24lrpR60iaY4QTvKkLreBXQ8KgfE6SneC6OSbZcJ+p4cdX+xRvj00U3A\n0i6xB7Tin10ijRTIsRwPD6FZ4LQDwHeojyVgUaMV03nP9d3XXCtPGfk6CspDqQ/kpHjZcs/jskC6\nD+p7L4ALm2Jx6mr27DoVJl6qudg0vXspLNrH5LQcninc2Q8GYFufWhfNglXolXB5vlQND2ZZtqA1\npqG3u3xTlmVr4MeAb6nr+ntfYvkCXRK2mp/H4xGh5LITq6QFO6K3A83uJfYIyr1vxfvAx57Bk6cw\nm8Dhx0Kc+w+Bd+BTBFBR0PWCDi3/4C4+HNBrVYkvQ/sqPicgymqtyLPP1LMH8Xyl7v8i4Cs/DnwN\nnH/iDu/yNqccE5xvFMxYkudV05UE7KwaDg9d53Ydtw5Soh0zch83Y9e8olc/W4Ei2tI6Oxp2Sm3a\niXVk0vFsmjjluMk9j1Ko93mAja2n51nkewCmpGsFuXR+tjxbgNSKlPomwUvC97VcFw/iW+Vcvdq3\n1McBSel6eRyXPgDmTfYCejwOl85LjinlXa+cKeoDIJZScXahei/PPp05Xa4U+PH6rD5e9/2h0yYs\niO9wkEm3aRLhO/ua4i5JfDsepsRZx2vm+8u4+XwVOTwXjXgrV6KtW6db1uHJsuxbgd9AcA3/Y8Dv\nqOv69GXll2zpdV0fpO5lWZYDXwV8ezy+XCppt5oLh0c08wXglLTKzJomBIC0RwA88f7oKdwXIPSJ\nNs37G/jcgzCESReVNamQ7KeAdsjTVNB6XT+gKwS4H+M/o9UTElqpdGWoOozHZzHsBPjFR8DXAl8D\nn5n8PN7l7cY8ebDeEOw3XMT1g2xzXHDA4ul+V5zVcHg09NJvokUXKgi2BxPMPd3xU4bqmkFJc3kE\n+OhtxZKohHs7PjyuQU++9vxFcF1Sg6rN5yaDyk3KZwGOxSbWazek7S1NIXQYaCG7ncD1uWRiRVo2\nTt/OO9GlEW6KTsvyR+UldnH9bBlgG7yl+LGero4869WFFduhjpZL5NWDrkcL7He1dS+OVwea9Ptb\nMJYCdjbdFNv0ph0s1VljWb1xyIb33bfn3vUW9QFwtsGOEmftHy843jvtGM2dsGHGEu0U+5WAnttX\nWv67wB+q67rMsuyPAX8I+AMvK7MbtcC6rivgH2dZ9qdfcHl8uqJVTn5KmPU97vnGPJcTGtkejQ5P\nQ48JDfHLCHow0hmewuxBuilf0nJ/LHlaCwKORFT2Jm1XuUt3bfmMlgMkr6bjiGmy0ceBr4XPf/wu\n/4xfwHvcpyLngEVjxyGnUszScQN81lph2VqS7byJTGZyPvNf2s4vQztLsuXpPA/pGjyTzApa/pgG\nOvo3IF8N3l4k6NmV59C4NqyPBb+LvO8ku/RsP9KrYV1H+xCNIaibFlBotyR6EkSd2+WDdRaryQIe\nLdq0laB3P1kwZIGCp5dyHcCjwdvMxEkBLk+fSOuw6L0h0sYx6V9HDGRBiwZ3EuY1DE8fSpZvfSsb\nnXYKUGnS3FqvvXgs0kT/tpwWHTYk3Lb3XsaXKLoUdHSICvNzwA731uzvLTjmlAPOlH25C+asyCmZ\nKG7PrdMtA566rv+Ouvx+4De/zPyea3iv6/rPvaiC9NIVXUVl2xhtv9Dj1oTW4rCIwjYEbg/x+GEC\nkHoS4oj4SdZfdqgFn8Ftu6lwemTavgTu51DGdqzBjQwTYidINr0Kx2ek7vNh4J+H/4+v5B0+wilv\nMGHDCY8jtAna/xrsrJiHbY5n0x72rgANra0kv6ztwHrg6GMVp2jQcxFglZoLoIGNrnHN4fEGSUMW\n6KRAhjfoede6vdlz79khvS71Ks/DJfLqW0Cv9amlB3GhYwirAz1R2l1a3ssPEC8mSYxSasvNUtCl\niWuBiITZ8nhcD2/it5wp6z7hRQAeARHWqq70RQ3Q5iptLz8PAKa4WXLfPq/1ilDhT2hHI5uHT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WJUTVc4i/XdjfecLxZpjuOTtZD25gpqMwEClovhdPimSlTx7h0e8/Vfcx573r9nzXdsGFrgNa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\nbIHXcC+T4HgdhpfVso7U63DaOqKu0z+6jKsMxLxO2L7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.cm as cm\n", "fig=plt.figure(figsize=(10,5))\n", "plt.imshow(SID_Juin,interpolation='sinc', cmap=cm.jet,\n", " origin='lower',extent=[0, 24 , 0, 26],aspect='auto')\n", "cb=plt.colorbar()\n", "cb.set_label(\"Signal level (V)\")\n", "plt.xlabel(\"Time (UT)\")\n", "plt.ylabel(\"Jours après 01 juin 2012\")\n", "plt.title(\"signal de NAA (24 KHz) reçu à Tunis\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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44403MGXKFADK5IMlS5bgnXfeQXZ2NubNm4eLL77Yp/EzGSMbx7MLMeP77SgsKceFKQ2Q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\nF/euLV82mYxR0PCmyOAQD5Yz6dG8fk3C8di411Z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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PlotSID(NomFichier=\"data_SID/20120609_000000_NAA_S-0239.csv\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Classification en intensité d’une éruption solaire\n", "Cette classification se base sur l’intensité des rayons X dans la bande de 0.1 à 0.8 nm comme cela est indiqué dans le tableau ci-dessous. Cette classification sert de référence pour évaluer et prévenir les éventuelles dommages pour la planète (c'est l'équivalent de l'échelle de Richter pour les tremblements de Terre).\n", "\n", "| Classe |Intensité ($Watts/m^2$) |\n", "|----------|-------------------------------|\n", "| A | I $<10^{-7}$ |\n", "| B | $10^{-7} \\leq $ I $<10^{-6}$ |\n", "| C | $10^{-6} \\leq $ I $<10^{-5}$ |\n", "| M | $10^{-5} \\leq $ I $<10^{-4}$ |\n", "| X | I $\\geq 10^{-4}$ |\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Les éruptions solaires en juin 2012\n", "Un moyen très rapide de visualiser les données du satellite GOES pour tout le mois de juin 2012 est d'utiliser l'application web sur le site web \"*Aurora forecast for Germany*\": http://www.polarlicht-vorhersage.de/goes_archive :\n", "![Alt text](images/GOES_Jun2012.png \"GOES X Ray\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Charger des données *GOES* \n", "### 1) Depuis un site Web\n", "Nous pouvons téléchargé les enregistrements du statellite GOES à partir du lien suivant:\n", "http://darts.jaxa.jp/pub/sswdb/goes/xray/\n" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# %load programs/PlotGOES_URL.py\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import urllib.request\n", "def PlotGOES_URL(date=\"\", res=\"\",source=\"\"):\n", " \n", " url=\"http://darts.jaxa.jp/pub/sswdb/goes/xray/\"+date+\"_\"+source+\"_xr_\"+res+\".txt\"\n", " # If you wish to retrieve a resource via URL and store it in a temporary location,\n", " # you can do so via the urlretrieve() function:\n", " local_filename, headers = urllib.request.urlretrieve(url)\n", " file = open(local_filename)\n", " dataGOESS,dataGOESL =np.loadtxt(file, skiprows=18, usecols=[6,7],unpack=True)\n", " \n", " data_length2 = len(dataGOESL) #\n", " time_data2 = np.arange(0.0, 24.0 , 24.0/(data_length2))\n", " plt.figure(figsize=(10,5))\n", " plt.plot(time_data2, dataGOESL,color='r',linewidth=3,label=\"GOES: Long X-Ray (0.1 - 0.8 nanometer)\")\n", " plt.plot(time_data2, dataGOESS,color='k',linewidth=3,label=\"GOES: Short X-Ray (0.05 - 0.4 nanometer)\", alpha=.3)\n", " plt.title(\" GOES Solar X-ray Flux\", fontsize=16, weight=\"bold\" )\n", " plt.yscale('log')\n", " plt.ylabel(\"X ray Flux ($Watts/m^2$)\")\n", " plt.ylim(1E-8,1E-2)\n", " plt.legend(loc='upper left')\n", " plt.tight_layout()\n", " plt.grid()\n", " plt.show()\n" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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9+vV59NFHGTVqFK1bt+bEE0+MzI64cuXKyAyLHTp0YNmyZXz66ae8+eabDB8+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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PlotGOES_URL(date=\"20120607\", res=\"5m\",source=\"Gp\")" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "### 2) Depuis un fichier TXT\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# %load programs/PlotGOES_TXT.py\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "def PlotGOES_URL(NomFichier=\"\"):\n", " dataGOESS,dataGOESL = np.loadtxt(NomFichier, skiprows=18, usecols=[6,7],unpack=True)\n", " data_length2 = len(dataGOESL) #\n", " time_data2 = np.arange(0.0, 24.0 , 24.0/(1.0 * data_length2))\n", " plt.figure(figsize=(10, 7))\n", " plt.plot(time_data2, dataGOESL,color='r',linewidth=3,label=\"GOES: Long X-Ray (0.1 - 0.8 nanometer)\")\n", " plt.plot(time_data2, dataGOESS,color='k',linewidth=3,label=\"GOES: Short X-Ray (0.05 - 0.4 nanometer)\", alpha=.3)\n", " plt.title(\" GOES Solar X-ray Flux\", fontsize=16, weight=\"bold\" )\n", " plt.yscale('log')\n", " plt.ylabel(\"X ray Flux ($Watts/m^2$)\")\n", " plt.legend(loc='upper left')\n", " plt.grid()\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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LSZMmoVGjRmjatGmG82nSpAlu3rxpXB85ciQaNmwIPz8/fPbZZwDEZ9q5c2fjmJ07d6JL\nly5m51q9ejXefPNNAOLzevToERo3bgzGGPr374+NGzeaHePm5oZmzZqhePHiGc5Vj6NHj8Lb2xs1\natSAi4sLevXqhU2bNpmNY4whISEBnHMkJiaiTJkyukLX3d0dn3zyCQICAtC4cWPcuXMHALBlyxaE\nhISgfv36ePnll43bJ02ahMGDB6NVq1aoUaMG5s6dazzXzJkzUbduXdStWxezZ88GAERHR8PX1xcD\nBw7Eiy++iD59+mDXrl146aWXUKtWLRw9ehSA6Cc4ePBgBAcHo379+ti0aROSk5MxceJErF27FoGB\ngVi7dq3uOABYvnw5OnXqhDZt2hgttp07dzb+vhEEQRCWITEnw1i2XyVKltTfZ4Fz584ZhZql/UFB\nQZptDRs2xLlz54zrs2bNMrpYW7duDQAYPHgwpk6diiZNmuC///0vLl68aBz/+uuv49atWzZ9JL/9\n9hsiIiJw6tQp7Nq1C+PHj0dsbCwA4OTJk5g9ezYiIyNx5coVHDx4EElJSRgxYgT++OMPhIeH4969\nexbPXaNGDfTs2RPfffcdpk6datN8tm/frhFqX331FY4fP47Tp09j//79OH36NFq3bo2oqCjjtZct\nW4bBgwebnevgwYPGz/bmzZvw9PQ07vP09NSIRntx8+ZNVK1aNcPrjBkzBufPn8fzzz8Pf39/zJkz\nB05O5n+ujx8/RuPGjXHq1Cm0aNECixcvBgA0a9YMhw8fxsmTJ9GrVy9MmzbNeExUVBT+/PNPHD16\nFJ9//jlSUlIQHh6OZcuW4ciRIzh8+DAWL16MkydPAgAuXbqE999/H1FRUYiKisJPP/2EsLAwTJ8+\nHZMnTwYg7kObNm1w9OhR7N27F+PHj0dKSgq++OIL9OzZExEREejZs6fuuMePHwMATpw4gfXr12P/\n/v0AxO/533//badPniAIouBS6OvM5TdGjx6NsLAwuLi44NixYzYdExoaig8++ECzLTAwEFeuXMGO\nHTuwa9cuNGrUCH///Tdq166dKbdXWFgY3n77bTg7O6NixYpo2bIljh07hpIlSyI4ONgogAIDAxEd\nHQ13d3fUqFHDWOPr7bff1sT4yaSlpWHnzp1wd3fHtWvXUK5cOYvz6NOnD5KTk5GYmKiJmfvll1+w\naNEipKamIjY2FpGRkahXrx769euHVatWYdCgQfj777+xcuVKs3PGxsaifPnyNn8Wucmff/6JwMBA\n7NmzB5cvX8Yrr7yC5s2bo2TJkppxLi4uRstnUFAQdu7cCUDUT+zZsydiY2ORnJysqbnWoUMHFCtW\nDMWKFUOFChVw584dhIWFoUuXLnBzcwMg3OAHDhxAp06dUL16dfj7+wMA/Pz80LZtWzDG4O/vj+jo\naADAjh07sHnzZqP7OSkpCdevXzd7X9bGvfLKKyhTpoxxbIUKFYxfHAiCIAjLkGUuj/Hz88OJEyeM\n6/PmzcPu3buNVqU6deogPDxcc0x4eDj8/PwyPLe7uzu6du2K+fPno2/fvlkKRLeG7LZ1dnbWTV6w\nxvz58+Hv74+lS5di9OjRRjdtu3btEBgYiKFDhxrHrl69GleuXMGAAQOMLuirV69i+vTp2L17N06f\nPo0OHToY64sNGjQIq1atws8//4wePXrouihdXV2N46tUqWKMUwSEGJLd1JnhyJEjRkvp5s2bNfuq\nVKmCGzduZHidZcuWoWvXrmCMwdvbG9WrV0dUVJTZuKJFixpLccj3YOzYsRgzZgzOnDmDhQsXauqu\nZfa+yeOdnJyM605OTsZjOef49ddfjXGb169fR+3atc3OZW2cIiQVkpKS4OrqanVuBEEQBIk5LZxn\n+5Xw6JH+Pgu0adMGSUlJ+P77743bnjx5YlwePXo0li9fbrRGxcXFYcKECfjwww+tvpWDBw/i33//\nBQAkJycjMjIS1apVy/RH0rx5c6xduxZpaWm4d+8e/vrrLwQHB1sc7+PjgytXrhgtNpZinm7fvo2Z\nM2di2rRpaN++PapUqYIlS5YAEFapiIgI47oCYwxffvklDh8+jKioKDx69Ahubm7w8PDAnTt38Mcf\nfxjHPv/883j++efxv//9D4MGDdKdQ+3atXHp0iUAQOXKlVGyZEkcPnwYnHOsXLnSGE+XWUJCQoxi\npVOnTpp9jRo1wsWLF3H16lUkJydjzZo1ZmMA4IUXXsDu3bsBiGznf/75x5ioYQvx8fFGkbhixYoM\nxzdv3hwbN27EkydP8PjxY2zYsAHNmze3+Xrt2rXDt99+axTkiou2RIkSSEhIyHCcHhcuXNAVhLnC\nvXtAu3bidf9+3syBIAjCRgqFmGOMdWSMLYqPj8/rqZjBGMPGjRuxf/9+VK9eHcHBwRgwYIAxhqxy\n5cpYtWoVhg0bBl9fXzRt2hSDBw9Gx44djeeQY+YUd+fly5fRsmVL+Pv7o379+mjYsCG6desGwHrM\n3IgRI+Dp6QlPT080adIEXbp0Qb169RAQEIA2bdpg2rRpqFSpksX34+rqivnz56N9+/YICgpCiRIl\n4OHhYTbuvffew4cffmh0c86ePRtfffUVHjx4YPXzcnV1xfvvv49vvvkGAQEBqF+/Pnx9fdG7d2+8\n9NJLmrF9+vRB1apVLQqCDh06YN++fcb1+fPnY+jQofD29kbNmjXx2muvAQA2b96MiRMnGsd5eXnh\nvffew/Lly+Hp6ambjWqJIkWK4LvvvkO7du1Qu3ZtvPXWW0Yr64IFC7BgwQIAwKeffopDhw7B398f\nbdu2xdSpU626oU2ZNGkSevTogaCgIJuOa9CgAQYOHIjg4GCEhIRg6NChqF+/vs3X+/TTT5GSkoJ6\n9erBz88Pn376KQCgdevWiIyMNCZAWBqnx969e9GuXTub52BXPvwQ2LFDvMaNy5s5ENmHc+DZs7ye\nBUHkOEyvllZBpWHDhvz48eOabefPn7frt3/q+QkkJibC3d0dnHOMHj0atWrVQmhoaK7PY8yYMahf\nvz6GDBliti8hIQFFihRB69atcfDgQTg7O+f6/AjrtGjRAqtWrcILL7yQ6WOz/Xft7Aykp6vrhej/\nZGZRMtvzHceOAZ07A48eARs2AC+/nNczylPy7X0iNJjeJ8ZYOOe8YUbHFQrLHJG7LF68GIGBgfDz\n80N8fDxGjBiR63MICgrC6dOn0bdvX4tjXF1d8fnnn+dI1iqRPe7du4f33nsPpUuXzpsJuLjkzXUJ\n+zF6NHDrFpCYCHz3XV7PhiByFMpmJexOaGhonljiZEyTRiyRZ248wirly5dH586dNfF2uUrRooCU\nNEI4IHI1gK1b824eBJELkGWOIAjClHzULYWwA2lpeT0DgshRSMwRBEGYQm5WgiAcCBJzBEEQppBl\nzvGx0nmHIAoaJOYIgiBMITHn+JhmqFNGMlGAITGXD7hz5w569+6NGjVqICgoCE2aNMGGDRuM+8PC\nwhAcHAxfX1/4+vpq2mNNmjQJVapU0dSZe/jwIZ48eYI+ffrA398fdevWRbNmzZCYmGh1HocPH0ZI\nSAgCAwNRu3ZtTJo0yXgNpf1SVlF6eJqSkJCAmjVrGnvHpqSkwN/fH0eOHDEbu3z5cpQvXx6BgYHw\n9fXFrFmzsjUnmY0bN+KLL74AADx79gw9e/aEt7c3QkJCjAWQTQkPD4e/vz+8vb3x7rvvGgvhyvMM\nDAw0K35sC1OmTIG3tzd8fHzw559/Wh07Y8YMMMZw30GL227cuDFTtfoUtm7dqqn/Z1dIzDk2qani\nJUMJLUQBhsRcHsM5R+fOndGiRQtcuXIF4eHhWLNmjbG11O3bt9G7d28sWLAAUVFRCAsLw8KFC/H7\n778bzxEaGmrsOBAREYFSpUphzpw5qFixIs6cOYOzZ89i6dKlKJrBA2rAgAFYtGgRIiIicPbsWbz1\n1lt2eX/p6ekWxVyJEiUwZcoUjBkzBgAwffp0NG3aFCEhIbrjlabtBw8exFdffaVpjZUdpk2bhlGj\nRgEAli5ditKlS+PSpUsIDQ3FhAkTdI8ZOXIkFi9ejIsXL+LixYvYvn272TwjIiI0bclsITIyEmvW\nrMG5c+ewfft2jBo1CmkWArhv3LiBHTt2ZKkWW34hK2IuNTUVHTp0wJYtWzQdU+wGiTnH5vFj27YR\nRAGBxFwes2fPHri4uOCdd94xbqtWrZqx/+i8efMwcOBANGjQAABQrlw5TJs2DV9//bXV88bGxmp6\nfvr4+Gh6bOpx9+5dVK5cGYDo2VmnTh3jvsjISLRq1Qo1atTA3LlzjdtnzpyJunXrom7dupg9ezYA\nIDo6Gj4+Pujfvz/q1q2LIUOG4OnTpwgMDESfPn3MrquIxmnTpmHBggWYMmWK1XkCQNmyZeHt7W1s\nxL5lyxaEhISgfv36ePnll3Hnzh2kp6ejVq1axj636enp8Pb2Nq4rXLhwAcWKFTN2Sti0aRMGDBgA\nAOjevTt2794N0+LasbGxePToERo3bgzGGPr374+NGzdmOG9b2LRpE3r16oVixYqhevXq8Pb2xtGj\nR3XHhoaGYtq0acb+rKYoBSi7d+8OX19f9OnTx/hevvjiCzRq1Ah169bF8OHDjdtbtWqFCRMmIDg4\nGC+++CIOHDgAQPRKHTRokLGryN69ewEIS2Tnzp3xyiuvwMvLC9999x1mzpyJ+vXro3HjxsauHpcv\nXzZ2BmnevDmioqJw6NAhbN68GePHj0dgYCAuX76sGdeuXTtjT9qBAwfinXfeQUhICD788EMwxtCq\nVStszYmyEyTmHJunT8235YToJ4h8AtWZk9iyZUu2z/H06VPd5uBy+y2Zc+fOGYWapf2KsFBo2LAh\nzp07Z1yfNWsWVq1aBQAoXbo09u7di8GDB+PVV1/F+vXr0bZtWwwYMAC1atUCINp5LVmyBM8//7zm\nvKGhofDx8UGrVq3Qvn17DBgwAMWLFwcAREVFYe/evUhISICPjw9GjhyJ06dPY9myZThy5Ag45wgJ\nCUHLli1RunRpXLx4EStWrEDjxo0BAOvWrTP2l9Vjzpw5qF27NhYtWoQyZcpYHKdw/fp1JCUloV69\negCAZs2a4fDhw2CMYcmSJZg2bRpmzJiBvn37YvXq1Rg3bhx27dqFgIAAlC9fXlO/7ODBg5p7cPPm\nTVStWhWAaL/l4eGBuLg4TVusmzdvwtPT07ju6empKT7866+/Yv/+/fDx8cGsWbOM57OFmzdvGj83\nvXMrbNq0CVWqVEFAQIDV8508eRLnzp3D888/j5deegkHDx5Es2bNMGbMGKObsl+/fti6davx9zQ1\nNRVHjx7Ftm3b8Pnnn2PXrl2YN28eGGM4c+YMoqKi8Oqrr+LChQsAgLNnz+LkyZNISkqCt7c3pk6d\nipMnTyI0NBQrV67EuHHjMHz4cCxYsAC1atXCkSNHMGrUKOzZswedOnXCG2+8ge7duwMA2rZtaxy3\nZ88e4zgAiImJwaFDh4wdOxo2bIgDBw7YxYqsgcScY6Mn5sgyRxRgyDKXzxg9ejQCAgLQqFEjm4+R\n3ayKtSQwMBBXrlzB+PHj8eDBAzRq1Ajnz58HAGzbts1MyAHAxIkTcfz4cbz66qv46aef0L59e+O+\nDh06GK1XFSpUwJ07dxAWFoYuXbrAzc0N7u7u6Nq1q9GKU61aNY0gyYjt27ejcuXKOHv2rNVxa9eu\nRb169eDt7Y1Ro0YZxWZMTAzatWsHf39/fPPNN0axO3jwYKxcuRIA8MMPP2DQoEFm54yNjTX2iLUH\nHTt2RHR0NM6cOYNXXnnFTIzbgydPnmDy5MnGOD9rBAcHw9PTE05OTsbevYDofRoSEgJ/f3/s2bNH\n8wWha9euAEQnDWV8WFiYsaOGr68vqlWrZhRzrVu3RokSJVC+fHl4eHgYRaG/vz+io6ORmJiIQ4cO\noUePHggMDMSIESOMVlUZ03Hjxo3TjOvRo4em9VqFChUs9hnOFk4m/xpN46+I/A2JOaKQQWIuj/Hz\n88OJEyeM6/PmzcPu3buNrsA6deqYdTMIDw83Nme3hiKw5s+fj759+2Lbtm0ZHlOzZk2MHDkSu3fv\nxqlTpxAXFwcAGhets7MzUjN4uLm5uWV4LYVbt25h7ty5RkvQ6dOnAYjPQkkiUB7YPXv2xOnTp3Ho\n0CF89NHb1ejzAAAgAElEQVRHuH37NgBg7NixGDNmDM6cOYOFCxciyRDsXLVqVVSsWBF79uzB0aNH\n8dprr5ld39XV1TgeAKpUqWKMxUtNTUV8fDzKli2rOaZKlSrGuEZAiEnFrV22bFnj5zV06FDdbhR6\n703v+qbnVrh8+TKuXr2KgIAAeHl5ISYmBg0aNDB+HjJ69y4pKQmjRo3C+vXrcebMGQwbNkzzGSjH\n2HKvTa/h5ORkXHdyckJqairS09NRqlQpTWyn8uVCxnTcwYMHNeNMf6+SkpJ0LeHZJiVFu05CwLEg\nNytRyCA3q4QlV2hmSEhIQIkSJWwe36ZNG3z88cf4/vvvMXLkSADQBHSPHj0aISEh6Nq1KwIDAxEX\nF4cJEyZkmMV38OBB1KlTB6VLl0ZycrIx5s0av//+O15//XUwxnDx4kU4OzujVKlSFsc3b94cAwcO\nxEcffQTOOTZs2IAff/xRd2zRokWRkpKim4QRGhqKjz/+GJ6enpg5cyZGjx6Nv/76C6NHj8bo0aN1\nz9ewYUP069cPc+bMwZQpUxAfH28UPCtWrNCMHTp0KPr27Yt+/fpprDoKtWvXNrqpAaBTp05YsWIF\nmjRpgvXr16NNmzZmMWmVK1dGyZIljRnAK1euNMY5xsbGGmMPN2/erNvw3dp769SpE3r37o333nsP\nt27dwsWLFxEcHKwZ4+/vj7t37xrXvby8cPz4cY0r2BqKcCtXrhwSExOxfv16o5vTEs2bN8fq1avR\npk0bXLhwAdevX4ePj4/my4glSpYsierVq2PdunXo0aMHOOc4ffo0AgICUKJECaPbW2/cqVOnLLqS\nL1y4gLp169r0njNFcrJ2/fFjwMPD/tchcgayzBGFDLLM5TGMMWzcuBH79+9H9erVERwcjAEDBmDq\n1KkAhGhYtWoVhg0bBl9fXzRt2hSDBw/WCM9Zs2ZpSpNER0fj8uXLaNmypTFYvWHDhujWrRsAETOn\n55r68ccf4ePjg8DAQPTr1w+rV6/WFT8KDRo0wMCBAxEcHIyQkBAMHToU9evX1x07fPhw1KtXzywB\nYufOnbh+/TqGDBkCQAjq0qVLG12j1pgwYQKWLVuGhIQETJo0CT169EBQUJCZoOnUqRMSExN1XawA\n0KJFC5w8edKYADBkyBDExcXB29sbM2fO1CSbBAYGGpfnz5+PoUOHwtvbGzVr1jRa/ebOnQs/Pz8E\nBARg7ty5WL58eYbvRcbPzw9vvfUW6tSpg/bt22PevHnG+zB06FAcP348U+fTo1SpUhg2bBjq1q2L\ndu3a2eTWHzVqFNLT0+Hv74+ePXti+fLlGSbVyKxevRpLly5FQEAA/Pz8sGnTJgBAr1698M0336B+\n/fq4fPmyZlxwcLBxnB579+5Fhw4dbJ6DzeiJOcJxIMscUdjgnBeaV1BQEDclMjLSbFt2ePTokV3P\nR2SfY8eO8WbNmmm2md6nd999l+/cuTM3p0XYgLW/p9u3b/M2bdro7sv233XNmpyLMrPidfJk9s5X\ngNm7d29eT8GczZu19w/gfMWKvJ5VnpIv7xNhhul9AnCc26BvyDJHFGi+/vprdOvWLcNyJx9//HHO\n1Csjcozr169jxowZOXNy07p+ZJlzLMgyRxQyKGaOKNB89NFH+OijjzIcV7FiRXTq1CkXZkTYi8xk\nfGcaEnOODcXMEYUMsswBZgVhCYJwXOzy95yerl0nIeBY6LXuIsscUYAp9GKuePHiiIuLI0FHEAUA\nzjni4uKM9QezDFnmHBu9cjp0D4kCjMO6WRljrQB8CeAcgDWc831ZOY+npydiYmLMWjxllaSkpOw/\nSIgch+6TY5CV+1S8eHFNd44sQZY5x0avlzFZ5ogCTJ6IOcbYDwDeAHCXc15X2t4ewBwAzgCWcM6t\nNSDlABIBFAcQY2WcVYoWLYrq1atn9XAz9u3bZ7E8B5F/oPvkGOTZfSLLnGOjJ+boHhIFmLyyzC0H\n8B0AYzExxpgzgHkAXoEQZ8cYY5shhJ1pKuJgAAc45/sZYxUBzARg3sGdIAgiK5ha5hIT82YeRNbQ\nc7OSZY4owOSJmOOc/8UY8zLZHAzgEuf8CgAwxtYAeJNzPgXCimeJfwFYrFzKGBsOYDggMhb37duX\n9YnbQGJiYo5fg8g+dJ8cg7y6T82SkzX/HK+fP48r9PuiS378W3rh4kXUMNl2//p1nM1n88xN8uN9\nIszJ6n3KTzFzVQDckNZjAIRYGswY6wqgHYBSEFY+XTjniwAsAoCGDRvyjFpaZZd9+/Zl2DaLyHvo\nPjkG+eU+vVC2LF7IB/PIj+SXe6Th4EGzTeVcXfPfPHORfHmfCDOyep/yk5jLFJzz3wD8ltfzIAii\nAEIJEI4NZbMShYz8VJrkJoCq0rqnYRtBEETuQgkQjg1lsxKFjPwk5o4BqMUYq84YcwHQC8Bme5yY\nMdaRMbYoPj7eHqcjCKKgQ5Y5x4ayWYlCRp6IOcbYzwD+BuDDGIthjA3hnKcCGAPgTwDnAfzCOT9n\nj+txzrdwzod7eHjY43QEQRR0yDLn2JBljihk5FU269sWtm8DsC2Xp0MQBKHCuXjJkJhzLChmjihk\n5Cc3K0EQRN5j6mIFSAg4GpbcrNS2kSigFAoxRzFzBEHYDMVbOT569zAtDUhJyf25EEQuUCjEHMXM\nEQRhM2SZc3z03KwA3UeiwFIoxBxBEITNkGXO8dG7hwAlQRAFFhJzBEEQMnpCICnJskAg8h+W7hWJ\ncqKAQmKOIAhCRs/NCpBVx5Gw5Gale0gUUAqFmKMECIIgbIasOo4P3UOikFEoxBwlQBAEYTOWLHMk\nBBwHipkjChmFQswRBEHYDFl1HB/KZiUKGSTmCIIgZEjMOT7yPSxaVF0myxxRQCExRxAEIWPJzZqY\nmLvzILKOLOZKlFCXSZATBZRCIeYoAYIgCJshy5zjI7tZS5ZUl8kyRxRQCoWYowQIgiBshixzjo8s\nyGUxR4KcKKAUCjFHEARhM5YscwkJuTsPIutYEnNkmSMKKCTmCIIgZCyJObLMOQ6W3KxkmSMKKCTm\nCIIgZMjN6vhYSoAgyxxRQCExRxAEIUNuVsdHFuRkmSMKASTmCIIgZMgy5/jI99DdXV0mMUcUUAqF\nmKPSJARB2AzFzDk+spgjNytRCCgUYo5KkxAEYTPkZnV8yDJHFDIKhZgjCIKwmaQk/e1kmXMcZDFX\nqpS6/OhR7s+FIHIBEnMEQRAySUngAG4DuO3uDq5sJzHnOKSlIR7AXwBOPnyo3kMKtSEKKCTmCIIg\nZJ4+xR0AxwAcK1ECd5Tt5GZ1HNLT8Q+AeAAxycmIVrY/fJhnUyKInITEHEEQhMzTpzimLJcsiXBl\nmSxzjkN6uirC3dxwTVlOSLCcrUwQDgyJOYIgCJmnT9VluUYZWeYcB1mwFSmCNFdXscw5xc0RBZJC\nIeaoNAlBEDYjJ0CUKgWmLCckWM50JfIXsphjDE5ubuo6PQeIAkihEHNUmoQgCJuRLXPFi6tCgHOK\nuXIUZNHt5AQnudYciTmiAFIoxBxBEITNyGLOxQVMFgJxcbk/HyLzmFjmmGyZI0FOFEBIzBEEQcjI\nblYXFzA5bo7EnEOQZmKZ0xQOJsscUQAhMUcQBCFjYplzIjHncKSYiLk0sswRBRwScwRBEDKy5cbV\nVWuZe/Ag9+dDZJpUEzdr+nPPqetkmSMKICTmCIIgZO7fV5c9PMjN6oCkmIi5NFnMkWWOKICQmCMI\ngpC5d09dLlkSTnIWPIk5hyA1NVVdcXIiyxxR4CExRxAEISNb5kqW1BYOJjHnEFi1zJGYIwogJOYI\ngiAU0tOBmBh13cMDXC5NIgs9It+iiZlzckK6qyu4sk5uVqIAUijEHHWAIAjCJqZNU3uwliolxFz5\n8ur+a9f0jyPyFekmYg5ubqqYo+cAUQApFGKOOkAQBJEhSUnAl1+q6wEBAGNApUrqtqtXc39eRKbh\nJm5WuLnBuIUsc0QBpFCIOYIgiAw5fBh48kRdHzAAAJBeujRQtKjYdv++arkj8i2cc3WFMeC551Qx\nR5Y5ogBCYo4gCAIA9u5Vl9u1A8qVE8vOzoCXl7qPrHP5H9MOELJljsQcUQAhMUcQBAEAp06py35+\nxkXOOVC9urrvypVcnBSRFcjNShQ2SMwRBEEAwN276rKU9MA5B158Ud0XEZGLkyKyAjdNgChWDOnO\nzmI9KQl49ixvJkYQOQSJOYIgCMCsWLAC5xxo0kTdd/BgLk6KyAqamDknJ9HSS64XSK5WooBBYo4g\nCAIwa+OlwDkHmjZV9x0+DMgdBoh8h5mbFQCXqxmQmCMKGCTmCIIgUlLUWCpDwLwC5xyoVg3w9BQb\nEhKAXbvyYJKEreiJuTSyzBEFGBJzBEEQslWuTBmRwWogPT1dCIKePdUxK1fm4uSITMG5uZsVAJfF\nHCVBEAUMEnMEQRByvJzc8QFSN4H+/dWNGzcCjx7lwsSITCMLOcBomct0zBznwNOndpwYQeQcJOYI\ngiBky1z58nBy0vnXWK+e6AoBiIf82rW5Mzcic6Snq627pPuYLvfYzcgyl5oKtG4NPPccEBpqLhAJ\nIp9BYo4gCMLEMucsuVkBKTvS0BUCADBnDj3k8yOymDNY5YBMWub27xcvAJg9GzhwwK5TzAvK798P\nBAUBvXppO50QBQIScwRBELdvq8sVKmhjriC5WgcNAtzdxfK5c8Cff+bSBAmbsSTmlPsGZCzm9uzR\nrjt6jGRqKny++QY4cUJYlGfOzOsZEXaGxBxBEMStW+pylSpmu9OU9lClSgFDh6o7pk/P4YkRmcaS\nm1UWcxm5WeXWbgCwdCnwwQeOa4mNiUGRx4/V9dWr824uRI5QKMQcY6wjY2xRPKWjEwShx82b6vLz\nz5tZ5tLkXp//93+qSNi9mzpC5DfS0vQtc3LMXEbPgn/+Md82YwYwaVJ2Z5c3XL6sXY+KAi5cyJu5\nEDlCoRBznPMtnPPhHnLRSIIgCIUMLHPpct0yLy+ge3d1/euvc25eROYxbeWlbLbVMpeSAjx4oL/v\nq6+A6OjszS8vuHbNfNuWLbk/DyLHKBRijiAIwiomljlTNJY5ABg/Xl3+5RcgMjKHJkZkGluyWa1Z\n5kwym5GcDDRuLNbT0hzTRSn3HVbYti3350HkGCTmCIIgTCxzVt2sANCwIdChg1jmHHj7beD4cVGy\n5NYt4KeftEkVhZkrV4DXXwdGjhRiKKexlAAhdfWwKuZiYtTlChWAokWBd99Vt/3yi12mmavcuWO+\n7fhxrRWTcGhIzBEEUbiJjwcSE8Wyq6tIcjDBTMwBwOefq2Lh9GmgUSOgTh3Azw/o00fUpLt+PQcn\n7iC8/Tbwxx/AggW5Yw2yIOa4bJn791/9Y+PjgX791PWqVcXPN94AihUTy6dPO168mZ5l7tEjx3sf\nhEVIzBEE4fikpGTd6nPunLpcowbAWMaWOUDU7Bo7VrstOlqNx7p7F/jPf7I2p4JCSgpw9Ki6fvx4\nzl9TToCQ3axyzPTdu/qZqePGaZMfBg0SP0uUAF57Td3+6692m26uIFvm5ILYx47l/lyIHIHEHEEQ\njs327UDJksIqlpWem6dOqcuBgbpD0i25oyZPBl591fK5f/5ZPzOysJCUpF03zarMCSy5WZ97TnR0\nAETRXNN2bPv2AcuXq+uTJgFvvaWud+2qLjta8oBsmXvjDXU5N8Q1kSuQmCMIwnHhXDyckpKEy2jN\nmsyf4+JFdblOHd0hupY5AHBzE4WD09PVVl+m8/P1BerXL5wxdKZiLjcyQeV7JVvmONcmt8hxkoAQ\n3gpduwKffabd//rr6vkOHxYZot9/D/z1l50mnoPIljkl1hMgy1wBgsQcYV/S0oAJE8TD6/PPHbfI\nJuEYPHmifXibFnu1Bdla5O0NALa5WWUYA9atAwYOFL0816/X7o+IEO2/ChumYi43YgiTk1XLXNGi\nxs3p6emWxVxKCrBpk7oeGmp+3rJlgZdeEsucC5f8qFFAy5bAokV2m77dSUvTZui+/rq6fPKkeO+E\nw0NijrAvc+YA06aJh9ekScCOHXk9I6IgExenXb96NfPnuHRJXa5ZU3dIhmIOAGrVApYtE62SunXT\nuuiAwvm38PSpdv3WLVV8JycL65a9v/A9e6aKuSJFjJutirmNG1XrVaVKQJMm+ud+8011WXa9jxiR\nf93pcXHqXEuXBjw9gRdeEOtJSdqYUcJhITFH2Jcff9Su5+dvrITjYyrmMhuTlZ6uPaZmTTOrHGCj\nmDNl4UKgXTt1/cQJ8xIRz54Bq1YB8+ZpY/cKCqaWubQ0IDZWfA7VqokCzC+/bC76soMs5my1zB06\npC4PGgQ4O+ufu1s3y9cdPBhITc30dHMc+X0q779RI3UbuVoLBCTmCPvBufm3099/z1pQOkHYgqmY\ne/Ag49+3hw9V69DNm0JQAcKNplOWBMiimCtVSiRntGihbvv0U/WBn5ICdOokSmGMGQOEhBS8B6up\nmAOEq/XHH9UYwj17gPnz7XdNW92scj05uSVbSIjlc3t5AU2b6u87dAj47bfMzjbn0SuITWKuwEFi\njrAfcXHm37CfPcuf/+CIgoFe2yVL1rlnz0Tx13LlgIoVge++EzXDFHx8LF7GYjarLfTtqy4vXiwy\nb0+fFq2hZNfrs2fAgAH507qTVSyJub//1m7LqNTHnTuizMu6dRlf05qbtUYNdVxUlPjJuVbM1a9v\n/fzz5mnX27dXl3fuzHh+uQ1Z5goFJOYI+2EpuJnaxhA5hV4lfzkGTiE5Wbjzvv1WWOXi4kSNOLlM\ng78/APPkByCbYm7gQNExQuHpU5H5+vnn5mPPnwfWrs36tXKK9HTg/feF23j/ftuP0xNzkZHmWa3H\njolkFkuEhooeuG+9BRw8aP2a1tyshnsMANi1C2jbVmQbK9bcMmXUQsGWCAwUVtX4ePG5fPyxum/f\nPsvH7d8vhN9//5u7iWF6Yi4oSN129qx93dxEnkBijrAfspWkXDl1+cABymolcoaEBPNtppY5zoUQ\nCAuzfi6l/6YO2RJzRYuKfp4VK+rvr1UL+OADdX3y5JxrsxQXJ+JYM2NBSk0F2rQRiR07dojuFrbO\nT08khIeLuDnTa5ha6+R9ctmQZs2Eu9oSycnqsqllrnp1rSt9zx5tF4SXXtLUprNIkSLCwsoYEBwM\nFC8utl+6pHXfKiQliaLDf/4pLLJyIeWcRk/MeXiolujU1IIZr1nIIDFH2A+5CGfTpuo/zbt3tbW8\nCMJe2CLmxo3T1gwbPNi8OHDZssZMRT3LnN62TPHiiyJ2adw47XZnZ2DrVuFCdHcX2yIjhfjMCfr0\nEZmXr74q4llt4YcftNa4mzdtd83pWeaOHtXvFWrJ4mZaDw4A/vc/fdEEWLTMcc7F5922reX5ytmq\ntlKsmDaOTs9yGROjFbayez+nMek7bES2FtvT1Xr6tDZOj8gVSMwR9kMWc6VKqTWZAGGdIwh7o/RU\nlZHF3D//AHPnquuMCcvIrl1Aly7CQhEUJHqHli5t8TLZsswpODuLsj3ffCOyIidPFvN/8UXh3pNb\ng33yiXlyR3ZJThaWIYXZs9XlxERtrF5yMjBjBtCrlxB/pliyopmiJ+bu39e37MkZpabj9ZDfi4w1\nNysAjBypf9zrr4uYxazQqpW6rOdqNX0PeqEAOcWNG+qynACSE3FzP/4oQgiqVRN/U0SuQWKOsB9y\n/JKHB9C8ubpOYo7ICTKyzClB7gpTpog6YmXLisSchw9FSyPpwWb3mDmZokWFS3X9emGNU9xzADBx\nonC5KlStmrW6eZYwtVgeOSJE1e7dQPnywgV5757Y9+mnYp6W4veyI+ZkZHHx99/6Is+SmDt8WH+7\nnM1q6mYFhGVu82YRP/nokYjVO3dOWEil8ZlCFnM7d5qHlZi+h2vXsnadrCBfS6kvB2jF3JEj6vLl\nyyImcOlSYXFcvNj2a61eLX6mpYksbSLXIDFH2A/ZMleyJIk5IufRE3OyS0vuSVm7tuhOkgXsJuas\nUby4sBoqPH0K9OiR/XjTTz4Rosm0pEZCghC7I0YI0RUTI8RuSoqokWeK7KKzVcxlFFjfvr0Q14D4\n/xEZaT7GkpiTBYiMUmoG0LfMAUDHjqIcTIkSgKuraONmS6ycJRo3FucChHgyfR+m78E0ZjCnePTI\nmNyRXrSoNm6zfn31y8SFC+L16aeiC4qLCzB0qLjPw4fbnsQmu8rj4oB//7XTGyEygsQcYT9MxVzD\nhuIfJQBcuZK7rgWicKAn5gDVoiXHZmUlHspAtmPmbKV7d5E1qhAeLlzCWeXAAeHOjY3Vr7+3dq3W\nYrd1K3DmjHmWsLu7iLFzcxPrN27Y1mdVtszJVjiF5s21IjMjF2X//mp/1HPn9N3stog5e1O0qIhD\nVFAsVAp5JeakCgNJFStqetXC1VVbVuWXX0Qsoh4dOmTsNk1LAx4/1m4bMyaTEyayCok5wn6YijkX\nF1EOQmHLltyfE1GwkQWKXLVfESiyZa5CBZtOmaNu1oxgDJg+HRg9Wt02dqy+aLGFjHrVfvGFdj05\nWZtpWaOGqMcXGSlioeQ4WFtKlMhirmVL7T4nJ1E0uU0bddsvv5ifQxZC1asDfn5iOT1duMhNkcWc\nnps1p+jRQ12eM0cbq5ZXYk5ysSbpZVPLc9azxsoMGaLNFDYlPt7civzTT8KlTeQ4DivmGGNOjLGv\nGGPfMsayGLVK2BXZSqK4HDp2VLeRmCPsjezGkbPzlOzpLIg5PXLNMqcwfrzIkgREEsf06Vk7T2Zj\ns65f1wrAUaOEsFRqr8mxYXv2AOvXo9asWdryHjKymKtXTxun1bOnSPyQBcWhQ+bCR14vW1bboUHP\n1Xr3rhozV7KkcXOOi7nu3YXgBUQcXocOqqXK9D0lJmZdoMvcvSusqZbc2dL9f6Yn5rp0UasO6GUH\nly2rLsfGWk46AfQLeAPCMkzkOHki5hhjPzDG7jLGzppsb88Y+4cxdokx9lEGp3kTgCeAFAAWctSJ\nXEVPzMlFWQ8coNZehH2RxVyzZupyeLj4KbtZLdV5MyFPLXMK1aqJrFeFL78EJk3KfHcIS4W8LcG5\n1joWHKzdL5f1WLkS6NkTVTZvBt55R/98spgrXlxYat55R8TmKX2bK1RQRV5amjZuENAKoXLltGJO\nLwlCtohJ9S5z/B46OwOzZqmxd2fOCKsmoB/3l1XrHOdCZDs7i9/pjh2B554TLs29e7XWMcmFnqTE\nJsq4uoqi1nowJr6Ay3GmmzZZnpel+LiICLV9HpFj5JVlbjmA9vIGxpgzgHkAXgNQB8DbjLE6jDF/\nxthWk1cFAD4ADnHO3wNgIdecyFX0xFzlyqrFJDVV9KokCHshP0Dk+J9Nm4SlwE6WuVwXc4AooaHU\nw0tPFx0jGjQATpyw/RyyZW7FCiECFi8WMawffSRe1avrH+vkJK4n07ChyHxVUD6XvXv1M1dli1Hx\n4iK4/vvvxXWVunqAsEQqzJ6t/T9hKuaaNFHXw8LMXXsxMaplTrIs5co9bN1aa0WdNk38HtpTzP32\nm/gMTd/PvHnCZT18uPqZSL2yn1jqbDFmjGoFltmyRXzWcqzp1q2WC0bLlrmXX1ZjJJ89E8KWyFGy\nmIedPTjnfzHGvEw2BwO4xDm/AgCMsTUA3uScTwHwhslYMMZiACgOfIt/pYyx4QCGA0DFihWxz1q7\nFTuQmJiY49fIrwTdugWDhMPxCxeQaPiGWq1uXVQ3xLbcWbwY5/W+IeYyhfk+ORLW7hNLSUFLQwso\n7uSE/YyhUbVqcLt2DXj8GBcnTYJXTAyUEPhDly4h2ZIrSCIlJQVnTB4+bm5uSMsD64LLp5+i3gcf\nwF1J6DhzBqnNmyP8++/xVCozUerECXicPYvY115DsiK20tPRIjra+I39QLlySFNcmteuidZcANCu\nHaps2IBacj0+AIleXjiuU3/Mt0EDVNJxt4WvWIEEk/62vtHRUP7ao6KjcdvS31zZsqjXsCHKKDFw\nr72G6z17IrZDBwQdPmx8UB2NicETZ2c09fCAS3w8cP8+ji1fjseSIA2REq3+efAAydK9dFMSOHIQ\nVq8egitXhmtsLPDgAW736oWS0dF4zmTc+e3bcScLArPe11+jjLUBS5Yg5sEDXOvfHw1OnoQhBQ33\ny5a1+LdUdcAA1FQspQCu9e2Lq25uIiElLU39vO/cQfjChUioXdvsHBUOHEAdw/Ld1FTAxwcVDAWL\nY/73P1yiZAibyPKziXOeJy8AXgDOSuvdASyR1vsB+M7K8c8BWArgWwCjbblmUFAQz2n27t2b49fI\nt3h7cy6+E3L+zz/q9ogIdbubG+eJiXk3RwOF+j45EFbvU0yM+ntVoYLY9u236ra6ddVlFxfOU1Nt\numZSUhLfvHmz5pWnvy9xcZy//z7nxYur76dSJc6vXhX7N21StwOcf/wx5+npnMfGqttKl874GsWK\nac8zZIj+2N9/145TXkuXcv70qXbsW2+p+3/+2focYmM5L1dO/9wA576+4n1xznm3bur2b79Vz5GW\nxnnRovwvgG8G+OZ16zT3MV05PqfZsEGdH2P67+eTTzJ/3nv31PMxxvm1a+IzX7yYcz8/y58dwPdv\n22b5vE+eaP9ewsK0+wcMUPf997/655gxQx3z7ruc79ihrpcqJa6RVZ48Efe2EGD6vwbAcW6DvnHY\nBAjO+RPO+RDO+VjO+by8no8Z//wjzOErVpjHMRRU9NysgAh8rmP4zvb4sbbPIkGYkpoqMuD0MhVl\nbt9WlytXFj9btFC3nZVCcmvU0Ga7ZpI8cbMqlCkjXHdhYSJDHBDvvXp1oG9f85IrkyeL8XKts5o1\nM75G//7abXKdSJlXXhHjTRkyRBQLl9uEmcbMWaNSJVH+QilnZMo776jxaKZFehXu3gVSUoSb1d3d\nzH2Ya/exc2c1XtjS/37JBWozp0+r52vQQBQBLl5c1IQ7eVKbTCJTtSrSLX2ugPjMjx0TcZAHD2qz\nlkKrX/EAACAASURBVAGRdazw88/ajGEF+e+xUiURX1mjhlh/+FA8CzPLw4eiM8dzzwGenvbtIWup\nrJGDkp/E3E0AslPf07DNseBc1Iny9RUtewYOFHEMDRrkbj++vMCSmGNM2ybniy8yrgxPFA4iI4Ur\nR37gDR4sBEpICMpYqvIPmD88AMDfX4gNU0zcf9bgOg9fvW25TlAQsHGjpnaaWT0zhYkTtYVe69XL\n+PyTJgkxBojWZq+9pj+uaFFtEoJMcrIQMUorMrkshZRZapGGDYFly/T3yWKzdWt1efNmVUDKGZlS\n8oNCroryr76yXog4K2JO/oJiek+LFgVWrdKWelGQPy9LFC8uujaYFpcGRA095Xfj8mWR6GGKHANY\nqZKIuZRdq2PHAuvWZTwPmfHj1fp2sbHiy4uekMwsI0aI9/Phh9k/Vz4hP4m5YwBqMcaqM8ZcAPQC\nYJcCNYyxjoyxRfGmhTDtDeeoNXs2MHOm+b6ICJFtZ89vFvmJtDSRjg+If2CmsSkjR6oB6DduaPtl\nEoWTmTNFzbDWrdWMueho0d8RANLT4TN9uuV/3nIDcSVTlTFg/nxzK5xsyckCeWqZk3ntNWDJEv19\n48aJLFhAfFmaMUPdJ1ssLfH888I6M2+eENjWEkZCQ62fa8IErYUOUK3zGdGzp0icGD5c3fbjj9re\nuXXqaEvR9OwpypQYMlk5oC2rYSBX72O9euaZonKSzsWLmc9OPndOXa5b13y/i4sQt19/LZJn/PzE\n7/7XX2fuOqa4u4vuEApLlphbHOXMaSX5YdgwNWEmNRV46y01wzcjzpwBfvhBu+3sWcuFjW3l0SOR\nSc25NmPcwcmr0iQ/A/gbgA9jLIYxNoRzngpgDIA/AZwH8Avn/Jy189gK53wL53y4h/LNIqf49VeR\npi8jt8BJSMj4n6CjIlvl3N3Nv5GWKAF89pm6/tlnwi1AFE6OHNF2Opg1S5QR+e03zbBicXGWWwnJ\nYsHbW7s8eLC6XqlSpvpE5lvLnEL//tqHnI+PeNB+840QdKZ4eQFvv23buWvVEhmvGVnyXnlFZMX2\n7q2/f906VZQr2FgaBoCwEi1YIFzt584Ji4wMY6K/reJef/xYuBhl70deW+YAUTy4cWN1fdQo9ZmQ\nlJT5LE/ZGKAUTzbFzU2I6ZMnhfjZu1f9nLLDqFFa65yp1Vzu8KP8Pbq7Axs2aJ+DY8eqZWmsMX68\nfubslCmZy+g2RS5uD2ReUOdT8kTMcc7f5pxX5pwX5Zx7cs6XGrZv45y/yDmvyTn/KqPz5DvkhsRd\nuogehzExohCmYinYu1fEvhQ0LLlYZYYNE24wQPwje/NNSlkvrJjWEktNFe53veK4339vbgX46y9t\nzSvTEhpz5oi/x1mzhFVcx0qTGfKNZU5h0CA1tD0qSnx2RYoIcWXaLP7zz9VYO3sydCiwejXiTGvR\nAeKBuXatuv7hh5nvfcqYcC1bsuhVqwbs3q1a7G7cEK5ihfwg5kqUAHbsAJYvF9bOjh219RAz8yz4\n9181jpQx89/5nMbVVTzXFOQ2c0+eqJZyZ2cRy6fw0ktCVMolZUaMEDUH9YiOBvr0UQsUOzkJEavE\ncKalCUtsZmsoKph66BSPkoOTn9ysjs2VK+Ifi8Ls2eo/1SZNtJYB0xY6BQFbxFzRouLbtLL/xg0R\n3/Hpp8Jl0qWL5UryhOPz+LEIzh81Sr8byPz5+rW3du4U8aeXLgmRYPrQLlXK3I3o6irExrhxmbMI\nWSDfiTlLVKigbQXWrp14MOYgl8aOFdY/SzAGfPJJzly8dm1zV5yC4nKWyJP7WKKEiBlW2pnJYm7P\nHvHz4cOMLUQrVqjFd03r/eUWcnvGlStVy9mVK+p2Ly9tXCcg/kb/+EP9Mg8IQWcadpSUJESbLPSG\nDBGW4h9+UJNjLl0Sn2NUlOW5PnyoH6JhKuZM+8k6KIVCzOV4zBznwvWh/KEFBWm/mQDAxx+rTY53\n7lQr1BcUZDFnLdD5xRdFNpTyR3n/voiBCA8Xwd3NmmWcxUg4JsOGiYf699+r2/z99TMjhw7VJs1s\n2CBcgB4e4m9Lbjk1f77lLxBZIN+7WTNi5kzg119FgdetW7OVxWsLTz09RTD/8ePCCmpqGRw0yLbk\nh6zSuTPwf/+n2cQB3QzefCHK5S4av/8uBFLp0kKwWLI2mX6BGTIkR6dokc6d1fZfly4Jq6OyrGAp\nc9rDQ1jUlZqAiYkirk+uqbZ1qzaJpVIl0f0EEK7bn35Srcw3bojjp0wx7xk7f774TJs0Me86RGLO\nccnxmDnGxC9U1apId3bWPqwUatUSwZ8KBSjwEoBtljmFDh1EkK7eQ+bePWFNkFvyEI7P3bv6JWmG\nDBEivlYtddvgweJvaOFCxLZvb36MjJ+f7fFg2SBfiABbcXICunYVf2emwiqncHERX2IDAkT3hk8+\nAf7zH5GZOi8XKkfNmCEe+kopko4djZYrJyf1MZcv7mPt2qrLMSVF9eicPy8Ey4IF5rFi77+vipBy\n5XLc2moRNzdtPOrUqeKn7HLVKShspFQpYM0a7f/+1q3F83DECG1pFcZEbK1sWe/cWVj1FUH37Jkw\nlPj7q9bB9HTV+3XypLlVmNyshFWaNwdOncK5zz/XNpOWkdOg163TmqYdncyIOUB8G92zR5uRpvDg\nAdCrl/hHR9iHJ09E/Ngvv9iv5uFPPwmXni3N3GX3jMKbb4raYc2bC/d6SooQ8UuWCBFSrBj+mTBB\nfJs3tXQDQrRMnJj992GCJSucQ1nn8pK2bYW1ffJkkc2ZUX05e+DsDPz3v8KqEx4OLiWCOEvCId/c\nQ0slMVJSROZ/y5aqRenOHWGZVvj+e20rtNxmzBhVjO3bJ+Yr15Dr3Nn68cHB2v6/gPg85KQIZ2dh\n7dP7u3/1VVELTy43dOGCeGakporj5J7MP/wgrIAKZJkjMqR0acSZFluUqV9frYGVnq5fwsRRkTOE\nbHV5tWgBHD0qAl6fPRMPbeWfxKFDORdnUxiZPBl47z0ROGwPq/DatcI6MH+++OedkiK+oKxbJwK1\nw8LEgzU5WXxpkRNdZs8Wgn3jRm1R1yJFRGFQ00B5Rez98Yf4x/zzz6K0zZEjWmt3DpMvrDqEdcqV\nE4kB0u+QbJnLi5ZsunTurG1gb0pYmBAtsbHA0qVqPF3TpkD37rkzR0tUr6518y5YoIolLy/byuB0\n7Sripy0xZoxacFiPhg3FM+Ldd9Vtx46J40yNJElJWjFMYs5xybU6c7YgfyNbuNA2q4YjkFnLnAJj\nIlDZxUU8tOUsx2++ETEURPbZuFFdnjAh++n4cq2oiAhhSXjrLfEqU0bcy6pVhavLNIZm5EhtzTBb\nKFZM1OgaNEh8Ax87Vt+qm4OQmHNMZDGXbyxzgPiCNXGiKF0ya5ZwCb76qrr/2DFRr03+UivX3stL\nZszQdoVQGDpUjQ3PiG7dROHvwEDt9tBQ1X1rjTJlRNa6XENv4UL9YterVqnLpjpAtto5MIVCzOVa\nnTlbaNtWWOgA8UBVTMOOTlbFnCnjx4v2LQoDBmQ9BT2/8+yZcDfs2ZOz7d4ePdIWGwXUtP+scOOG\neUmFv/+2fG2ZuXNzpkyGHSE3q+Mj3yvZzZqvBLmTkygb8/ffIus6MFD8XVqKMaxVK1fiQ23C3V18\nQZw6VRVv7dsL639mqFhRJM6sWycSPO7fFx4rkzZsVvngA+FxsMaOHap3wFTM3buXqSkjJUXUPfz4\nY205sjymUIi5fAVj2uK5hw8L07BpNo6jYS8x5+Qk4i88PcV6QY6f69dP/BNq21aInPnzxbfNkSPt\nK+6OHDHfZmsVdj3++itrx1WqZLnIrAOQr4QAYTP5LgEiI0aNEi5IOfa6cmWRoZyfvggxJjxNFy+K\nEiHbtlnuq2sNZ2fhOv7ss6zVg3R2FuEX7dqZ71MybwFhJNixQ201pyB3krGFmzdFG70pU7QZxnlM\nLqU6ERrefFOY15WMm4ULRSbTr7/qFrrMFU6eFLEZT58Kl1mNGkKgNW2qVv22hr3EHCA+gzVrxDzS\n0sQ311Gj8tW3oGwTFaXtUyhX7l+wQFRM/+STzBda1ePgQfNt27cL96ipi8MWjh3T3+7uLoR4SoqI\nW3r4ENi/X/zzq1BBxNhls3hvbkCWuYKFw4k5QLggu3UTz4WICCFU9Er45AesxbblFs89J8TkypUi\npjY6WlgxX3tNxPAlJ4sYXj3Bl1nPjzxeL0Ejj8iSmGOMuQFI4pznk2hSB2TiRPGQVdLS//pLZPns\n2pX7fxyxsaJ4r5I9ZVqEs1o1EfA6YYLlb4ZZSYCwxksviW8+Soyh0gvQUl9KR8Na8C8gCinXrJl9\ntwrn2k4JMvPn29ZWxxS5DuDGjULI37sngppNC7Vayux2QBxGCBAaHFLMKdSubb3UB6Hi5CSyp037\n4S5ZIsJ1LH0ZW7lSeH+U5MSMyKdiziY3K2PMiTHWmzH2O2PsLoAoALGMsUjG2DeMMe+MzkGY4Ows\nvklMnKhaX65eFQGkuWkBOHJEBNmaFlaUuXZNzLNbN/1eeYAIZFWw1qA7M7z/vqiVpbB0qbBWFQQL\niUkPUl3+7/+yF5y7bZsoRBoRIdZdXbVZXT/8kPn+uDExIgNZISRExI+EhupW3HdELFngHE4IFGIc\nImaOyB369ROxiHJyiUxqqtj3+uuieP3s2eJZbAk5aTEf/c+zNWZuL4CaAP4DoBLnvCrnvAKAZgAO\nA5jKGOtr7QR5Sb7KZpVxcREBsHIPw717Re2t3IgR27lT2wRaoUIFfQvc1q3CnK3XoeHmTXVZbqqc\nHZycxLcmucDk5Mmi7ZdpQL8jceKEKqJcXISFTIkRfO45ddy9e9pMrYyIjhbnjYwULuoOHURPRIX+\n/YWLv1UrsZ6WJv6J/f67bQI5KUkUY1V+N5s2FXFwhQRyszomJOYIvPKKEHS3bokv0ocOiZf8nPvj\nD5EhHxoqkhQt1YGVnz2Wul3kAbaKuZc5519yzk9zzo1/DZzzB5zzXznn3QCstXJ8npKvsln16NFD\n605btAh44w3zrBt7Eh1tXq+oYkVRXPbOHZFpybl4gA8dqo559kxYY2bPFr/s+/eLchHyL7i9xBwg\n4kTi47UZrps2AXXriorhJ044nqVOTj7o0EEkPFy/Lqxwjx+LdHuF6dO1QtkSp06JVmkNGoiuCKZJ\nCp6eIkaTMVF0VGmvdP+++F176SXh8jfNrI6LE67Ue/eEZVSx8gGFrg4gCQHHwZJlLt/UmSPyhsqV\nhTGgSRPx2rlTvxNRfLxoP/jwoeheEx4unkEVK2o72QQE5N7cM8AmMcc5z9BMZMsYwgrLlmlbtOzY\nIWKQcuoBMnWqedmI334zz0YqVkwE5I8cqW5LTxffXmrWFFae5cvVfaVK2T+Jw81NCIphw7TbFy0S\nLYT+n703j44jue88v1GFAkBcBImLZ/MGzwYPsNlks8k+RnS3ZtXWjnfGM/KuPbZkte21Zq33bNl6\nepqx1/ZYs1pf8rVjWdZIsmcsS/aubF3dVqvdZHeTbF4NkiAJErxBAgQBAiBuoAoV+0cyk5FRkWdl\nVmUWfp/3+FioIzMqMyvim78zkQA+/3lNhFoJu5kZzW358Y+bkzXyIZPR2pKdOeP9Mzp6TCBj2vcE\ntOxmvYbazIyWOeXEn/yJtTV3/Xot4UF3f2/apLXEESvzHzumdWlobdXGdPu2lnDS2qpNfs3N2rh0\nPvpRs8AuIcjNWlqQmCMsOXhQq5gghvPovPmmVg+zpUWbj7//fU3Y6VRVaWEsEcFRzDHGDjHG/oIx\ntuPR3xGpWlhiVFQAf/VX5rIlb76pubX6+h4/d+OGVpss30KHeuIFoJmfOdfcZiqSSc0V+IMfOGdU\nfeIT7otGeiGV0rJ+v/Qlc68+nV/7Nc3lt2KFZqXSyWY1N+InPqGV//jSl7S2P0HwR3+kuS337NGy\nU91w9Ojj1Phly7TPyiQSZuH0h3+Y26u2p0ezsOlWu8OHza+3tGgu2mxWKx2wdav59YMHtXjJV14x\nP3/jhlasedUqrUDp0FDu+CoqNHf3PIPcrPGExBxhS12dFkI0O6v9Ew0Xdnz0o+awmCLjZtX9KIBP\nAfjfGGMvAvBRy4BwBWNa3Zpf/uXHz33ve9qi/5nPaKbe7du12mS1tZpl5Ctf8W69GxrSFnhAE0lu\n2q8AmuWmp0dzu8oxdc88o1mHwqy7w5iWVdvXpwlLVbxWb6/WKufMGc0K9tWvam5EMQv2j/5I+390\nVHM9/vZv+2vpop+nublccXP5srbf9nbtmOjNnMVODB/+sLXw/Vf/6nH/xb4+YMsWLSPrN39Tc5H/\n6I9q5VqefFITiPr5BLTz29enCVy70iZtbZqV8Pvf19ysbmtEffazakFdIpBlLv6I57Cs7HHRBhJz\nhCWplPbvC1/I9QIlk1oc8mc/q837v/M7wbRFDBA3pUnGOOcjAH6FMfZfAJROrYGo8tu/rVlaxESD\nz31O+yfy/e9r/37mZzRh8DM/o1lanCxj4na3b/fWCLuqSnO//fEfaxd4MhmOJc4OxjRhefu2Vv1b\nF2c6N29qIsqGmu5uTezomZnHj2uxeKr4CTd861vaXV15uWZR/bEfexzzeOaM1v7mz/5Ma9ujY9eQ\nuq5Oi1H7iZ/QxOL4uJYMApitt8PDmhDTee45762yXn5Z+zc8rFnz/uAPNCFcW6u1zfr4x7WbhitX\nNJFZ7N6QIUN15koLsswRnkiltBCen/95zfPx8svaHOxlnSwCblbh7+oPOOefBvC18IYTDpHNZrWi\nslKLX/vQh9x/5h/+QRMHNTVanbqf/Vl11ilgLi2hcvO5HWMqVXghJ6LfRXGuZXB6yCza/eqr5uPw\n3e9qSSjDw+42IFcNHxvT3I9NTVpHB1X/v5/6qcd/L1r0OKvUih//cU2sb9zobkxAfi7kRYu0WMrZ\nWS1Wb2REu7FYtUoTkP/9v5e8kAPIMldqkJgjfLFrl2YcSaUiL+QAF2KOcy5XHP2vIY0lNCKfzapi\n5UotSH16Wms+L7o1169/3D1CZmpKi3v6y7/UhNpP/3SuG/b48ceP/Yq5qLF5M3D1qlZ0+SMf8df2\n5pvf1GIC/+W/1GqnfepTmkVKtQCI7lKRwUF3+/rMZ9yN8dAhrbzIP/0T8Iu/aF+QeccOTUgGQSoV\nTPeJGEJiLv6Qm5WYb3jqAMEY+xKA/4kxlgHQC+AcgHOc8z8OY3AENGvPZz6jWem+9jUtW/STn9Qs\ncJ/9LPD228C1a5qV6ctfNvd45VyLGfvqV7XyJ7t2aS45scn6vn2F/05h8i/+hfaPcy3Jo6NDS0fv\n69Pi5i5fzv3Mxo3m57//ffPrX/iCduyfeEITU4mEufiuFXpl8T/4A82lq/PKK+a4SCfKyjRRd+iQ\nFpc4NqYJ17Ex4Ld+S7MmPvVUcO2/5jnkZi0tyDJHzAe8tvM6AGAF53yOMbYcwHYA0cnNLWXa2rSa\nYyKMackLBw9q8XK/+ZtajFNHR65o+eY3zb1AAS3durU13HEXCz2u7gMfePzcr/yK9v/Vq+j/uZ9D\ny8qV2nE7eFA7tnqZEJmODvsU9J4erdjz5z+vWdFaWzWRrZcC+dVf1RJE/sf/0OrjvfpqfqKrtlYr\nagloiSBEoJBlrrQgMUfMB7yKufcANAC4zzm/C+AugO8FPirCH01NWoN6QKs59ulPA7//++r36okM\n85H163HpP/5HtIgxa5/6lJY08dd/DaxerSUg/O3fahZPu0X86ae1cig/+ZOaa/buXc1VK6esP/us\n9o+IPGSZiz9UNJiYb3gVc38O4DBj7C+hCbtznPOYZBXMM1IpLYPy3/5bLYvy9Glza6evfU2LsSIe\n8+KL2j+dT35Sa4/18Y9rx0/FRz/6+DFjj9tyEbGFLHOlBcXMEfMBr2LurwF88dHn/ncAbYyxSs55\ndBqUEWb27Hmc5NDdrcV6vfKKljBAOLNzp5YVnE5rsXInTmiZw5OTWqLESy8Ve4REwJCYiz9kmSPm\nG17F3B3OuanYGWOsIsDxEGGyYYN1XBhhTyql/a/39CNKFnKzlhYk5oj5gNciYR2MsV8Sn+CczwQ4\nnlCIXZ05giCKBlnmSgvRzUrnkChVvIq5FgA/zxjrZYx9hzH2nxlj/yaMgQVJLOvMEQRRFEjMlRaJ\nRALsUfZ4Npul80iUJK7EHGNsH2OMcc5/nHO+GcAaAP8JwBUAT4c5QIIgiEJCbtb4I58r0dVKYo4o\nRdzGzP0UgD9ljF0B8BqA1zjnZwCcCW1kBEEQRYAsc6VHMplEJpMBoMXNia5XgigFXF3RnPNfAADG\n2CYAHwTwFcbYQgD/DE3cvcs5p8hSgiBiD1nmSgvGGCVBECWPp5g5znkX5/wPOOcvA3gRwDsA/g20\nmnMEQRCxhyxz8Uc+h4nE46WOziNRingSc4yxI4yxukd//nsArQB+mXO+O/CREQRBFAFRCDCh7RqJ\ngHjCGCMxR5Q8XrNZF3LORxlj7QA+DmARgHnaE4ogiFLEquAsiYD4YGeZIzcrUYp4jQJNM8bKoCVE\n/F+c828wxk6FMC6CIIiiIIs5PXCeYubiC1nmiFLHq5j7IwBnAVQC+PSj52oCHRFBEEQRoVZQpYWc\nAEFijihFvLpZj0CrK7eNcz7FGFsP4FjwwwoW6gBBEIRbrMQcWebiC1nmiFLHq5j7fznn45zzKQDg\nnF8F8OfBDytYqAMEQRBuEUUbiYB4QtmsxHzDbQeIH2eM/RcAtYyxzYwx8XNfDGdoBEEQhYcSIEoL\nymYl5gNuY+behRYn97MAfh/ARsbYCIBeAFMhjY0gCKLgkJiLP5TNSsw33HaAuAvga4yxG5zztwGA\nMdYAYDWArvCGRxAEUVhIzJUeZJkjSh2vMXNf0B9wzh9wzk8DeDLYIREEQRQPEnOlBWWzEvMBipkj\nCIIQIDFXepBljih1KGaOIAhCgMRcvFGVkCExR5Q6XmPmrnHO3wUoZo4giNJEDJBPpVLGYxIB8UPv\nrUtijih1vHaA6GKM/QKAaQAXAJzXa84RBEGUAiTm4o2TZY6yWYlSxGsCxP8HoAnA7wD4vwE8ZIyR\nZY4giJJBXOzLyh7f75KYiy9kmSNKHa9irpZz/psA+jnnzwH4CIBvBD8sgiCI4iCKufLycuMxtfOK\nH7qblWIfiVLHq5ibfvT/DGNsAef87wH8SMBjIgiCKBp2ljkSdPGELHNEqeM1Zu53GWOLAfwtgC8z\nxo4CqA9+WARBEMVBFHPJZBKJRMIQAJxzw9pDRBOKmSPmI27rzFUDAOf87znnQ5zz3wfwPQArAfxY\niOMLBMbYK4yxLz58+LDYQyEIIuKIlhtdzKleI6IPZbMS8wW3btbLjLE/Y4y16U9wzv+Kc/6rnPOL\nIY0tMDjn3+acv7pw4cJiD4UgiIgjW+ZESxwJgeijssxRzBxR6rgVcxsBvA/gS4yxdxljP8UYqwhx\nXARBEEUhk8kYj5PJJAmBEoAsc0Sp40rMcc4nOOd/wTnfA+AXAewDcIkx9nuMsQ2hjpAgCKJAZLNZ\nzM7OGn+Xl5eTZS7GkJuVmC+4SoBgjK0HUAeg9tH/7wC4Bq291ycBJK0/TRAEEQ+uXbtmuOkqKyuR\nSCRICMQMSoAg5iNus1mvALgLrWjwMIBxAGMAfuvR/wRBELEmm82iq+txDfSqqioAZNUpBegcEqWO\nWzG3C8DPAXgBwNcBfI1z3h/aqAiCIArM2Jj5vvSJJ54AQEIgzpCb9TFTU1O4du0ali5datyoEKWD\n25i5Ds75LwDYC+A+gG8xxr7BGHsx1NERBEEUiOHhYeNxXV0dVq5cCYCEQClASSxAV1cXLl68iBMn\nThR7KEQIeC0anAXwDwD+GcCLAP6MMcY555sDHxlBEEQBGRkZMR7rQg4gMRc3nGLm5uM5TKfTmJqa\nAqBZoNPpNFKpVJFHRQSJ2wSIYQAcwASA0Uf/xgB0PnpMEAQRa8QsVtENJQoBaucVL8jNqjE9PW36\ne2JiAvX11LyplHBrmVvMaRYjCKKEkYsF61AmZLwgy1wuMzMzpr+npqZIzJUYbosGO8KoYSFBEDFG\nbuOlM9+FQCkgn8P5ZpuQxZz8NxF/3Iq5f2aM/QfG2BPik4yxcsbYi4yxrwL498EPjyAIojCIVjdx\n8ReFHVnm4oVoY5jPolzsagKYQwqI0sCtm/VlAB8F8DeMsTUARgBUQisW/E8A/pBz/n44QyQIgggf\nKzdrWdnjaVJeFInoYWV1SyQShojLZrOmc1zqyDchJOZKD1dijnM+DeDPoGWvpgA0ApjinI/Yf5Ig\nCCJcZmZmMDAwgKamJlRU+G8ZLVpryDIXLDMzM3mdG7+IlrlkMmmI8flmmSMxV/p4LU0CznkaQF8I\nYyEIgvDMe++9h4cPH6K+vh4HDhzwvR0ryxyJufzo6OhAT08PVq1ahba2tqKNYz67WUnMlT6BJUAQ\nBEEUmrm5OTx8+BCAVicunU773pZVAgSJOf9wztHT0wMAuHXrVkESD+zcrDrzTczJ4QGUAFF6kJgj\nCCK2yOJNL4zqB6sECIqZ848srAphERL3aZUA4UaUDw4O4sqVKzk12uIIWeZKH09ijjG2RfHc84GN\nhiAIwgOymJucnPS1Hc45xcyFgGwBK7SI8JvNOj09jffeew+XL1/G+fPnQxtfoSAxV/p4tcx9gzH2\na0xjAWPsjwF8LoyBEQRBOCGLOb9uVlnIiSKALHP+iZJlzkt/1t7eXuM99+7dC3iEhUcWc9lslm5M\nSgyvYu5pACsBHAVwEkAvgP1BD4ogCMINsjjwu0BZxcsBJObyodhiTsSLZW5iYsL0d9xjzFS/i7h/\nJ8KM12zWNIApAAug1Zm7wTkvSiQpY+wAgP8V2nfYwjl/phjjIAiieMjiyq+Ys8pkBYDy8nLjMbmn\nvCELq0Jbg/y6WYeHh01/j4+PF6W0SlCobkJmZ2dNPYiJeOPVMncSmph7CsABAB9hjH3T604ZPPiO\nggAAIABJREFUY19mjN1njHVKz7/MGLvMGLvKGPu03TY4529zzn8ewHcAfNXrGAiCiD+yWPBrObNK\nfgCAVCplPM4nW3Y+Ip+fQmSRukmAcBMzJzI+Ph7Q6IqDSkTTjUlp4dUy9zHO+alHj/sAfJgx9pM+\n9vsVAH8C4Gv6E4yxJIA/BXAIwB0AJxlj/wity4Qcl/dRzvn9R49/AsDHfIyBIIiYE5Tlx87NSmLO\nP7JoKoRlzo2b1Wkc8rhlt2vcIDFX+ngSc4KQE5/7K6875ZwfYYytlp7eA+Aq5/w6ADDGvg7gw5zz\nzwH4kGo7j3rFPuScj1ntizH2KoBXAaClpQVvvfWW1+F6Ynx8PPR9EPlD5ykeOJ2ne/fu4fr168bf\nAwMDuH//vuX77fajZy1WV1ebXuOcmzIaKyoqcqx38xm7czQ1NWU6dqOjo7h161ao45mYmDD2KboR\nu7u7MTAwYIyrubnZchvvv/++SRTeu3fP13UVFc6cOYPp6WnTuRgbG8OyZcuKOCpChd+1yZOYY4z9\nJ9XznPPf9LznXJYD6BH+vgMt4cKOjwH4b3Zv4Jx/EcAXAWD37t38+eefz2OIzrz11lsIex9RZ3Bw\nEIwxNDQ0FHsoltB5igdO5+nGjRsm8bVixQrs3LnT836GhoaMxXvx4sXYv9+c1zUzM2NY5Z599llT\nHN18x+4cjY+Pm1zfmzZtwoYNG0Idz8OHDw3L2sKFC3Hw4EEAwKJFi3D79m0AQFtbG1atWmW5jbEx\ns32gsbER+/btC2nE4TM9PY0zZ87gySefNJ7bsGEDNm3aVMRRESr8rk1e3ayirbkSmsXskue9BgTn\n/NeLtW9Czc2bN427vz179qClpaXIIyJKmaDcrHYJEICWBKGLuXQ6TWLOJcVIgLBys7otTaJ6bWho\nKP+BFRFys5Y+Xt2svyf+zRj7XQCvBzSWu9DKnuisePQcESNEM/7Vq1dJzBGhEoaYU7lQxbi52dnZ\nHFcsoSaOCRCqayibzaKnpwcrV65UfCLaZLNZ5fclMVda5Bv4UQVNdAXBSQAbGGNrGGPlAP4dgH8M\nYsOMsVcYY1/UezgShUF0XRFEGAQVYG+XAAFQEoRf4ijmrF4TYzPjhNVvgurMlRZe23mdZ4yde/Tv\nAoDLAL7gdaeMsb8BcAzARsbYHcbYxzjnGQCfgGbpuwTgG5zzC163rYJz/m3O+asLFy4MYnOEBSrh\nFvcsMCLaFKI0CUBizi/FyGYV8dOb1UrMjY6OxtLdavVdyTJXWniNmfsQAH32zADo55x7/nVyzj9i\n8fz3AHzP6/aIaKBaSCcmJlBTU1OE0RDzgTDcrGLHB53Kykrjsd/+r/ORYlvmRPxY5qqrq8EYM+rM\ndXZ2GgkVcUGOB9X/JjFXWrgSc4yxMTwWcfJr4JzXBToqIpaoLBZkmSPCJCgxJ96IqMSceEMS9wKy\nhaTYYi7fmLlEIoFFixYZ53x0dDTIoRYE8fssWLDA+C7pdBqcc9MxIuKLKzcr57yWc15n9S/sQeYL\nxcwVBpWYIysGESZhiDlVzByJOX9EqZ2Xn2zWZDKJtrY242/OeewsWuK1nUqljJABzjmFDJQQrsTc\no+K8sYVi5gqDaqImyxwRJvKiHETMnMoyJ2avkphzTylY5hhjqK2tNZ6bmpoKaqgFQXazUvxnaeI2\nAeJb+gPG2N+HNBYi5pCYIwqNSiz4yaB2crNWVlYaz2cymdgt6MVCFk1RiZmzsxCKfVkrKioAmGMm\n5b6tUcdOzMXNykhY41bMiU71tWEMhIg/qkl0amqKypMQoaG6tvy48pzcrABQX19vPI5jVmMxsHKz\nZjIZvPPOO3jjjTcwMjLiuJ2uri688cYb6OnpcXyviB/LnNi2a8GCBab/gfhb5sSC12SZKx3cijlu\n8ZggDFQTZDabjd2dLBEfwhBzKsscoLWD0oljIHwxsHKzXr58GcPDw5iamsKVK1dst5FOp9Hd3Y2p\nqSl0dHQ4utKt3KxuYuYmJiZw584d42/dIieKubjNZ3IIAblZSxO3Ym47Y2z0UVZr26PHo4yxMcZY\n5Gc1SoAoDFYTJCVBEGERlJhzipkDYIqbknt3EmqsLHN6j1QA6O/vt92GLN6cLHn5lCa5ePGi6e/F\nixcDMLtZ426ZIzFXmrjNZk0+ylyt5ZyXCZmstXHIZqUEiMJgNUFSpXEiLFTXXFhuVhJz3rGyzFkJ\nZjfb8BLn5cXNOj4+jnv37hl/19XVGdZY0TIXtzhg+doW3axxszIS1uTbzosgDKzEHAXZEmFRSDdr\nTU2NIQ4mJyd9Z87OJ6zEnCgoVO9TfUbHyZrkJptVdY0MDAyY/n722WeNx3V1j20Wo6OjsYoDli1z\nVVVVxt9xszIS1pCYIwKDxBxRaFSLqh+R5cbNmkgkqESJR9yWJrETaF4tc37drKLFrb6+3mShraio\nMDJb5+bmYhU6Iou5OCdzENaQmCMCg9ysRKEpZDYrQK5Wr1jFzMnnyG6OkOeVBw8e2FrG/CZAiAJt\n/fr1Oa+L5z5OCTCymNNFKUA32qWEJzHHGPsPjLFFzu+MFpQAURjESUMMGKYJgwiLQrpZAbO7TXbL\nEblYWeZkMWUn5uRtDAwM4MSJE6727yVmTrTMia5IHTHmemhoCJxz9PX1RV7YUTbr/MCrZa4FwEnG\n2DcYYy+zmDR1owSIwiBOuqIpn8QcERZBJECoKv5b0dLSYjymWnP+yGazeVnmAK0WnJU73cpqJ1rm\n5P3Pzc2Z3OaiO12nsbHReDwyMoILFy7g1KlTOHLkiKtEgmw2i+Hh4YLH28lWZ/FmheI+SwdPYo5z\n/lkAGwD8JYCfBtDNGPsdxti6EMZGxAxx0hUtc+RmJcIiCMucaJ1wyrKU2zoVoqNBnLE6P/Jxs7vh\nsxI/VlYlN25W+RoRs1jFbh8icheIGzduGPt78OCB5fh13nnnHbzzzjs4e/as43uDRHazymIuTskc\nhDWeY+a4dubvPfqXAbAIwN8xxj4f8NiImCFO0GSZIwpBEGJODAIXF2wViUSCAsg9oDo/6XQ6b8uc\nvh0n7LJZxbGJ57G5uVm5LTEDV06AcJrjRkdHoYf5eO1ikS+ymGOMkXWuBPEaM/dLjLHTAD4P4F0A\nT3LOfwFAO4D/JYTxETHCyjI3OztLd39EKAQt5lSxUjLie+JWc6zQqM6Paj7wEjOn49UyxxizTIIQ\nt2V1DcjlVEScXO7FFEyymAMQmpgbHx/H4cOHceLECbJaFxivlrnFAH6Mc/4S5/ybnPM0AHDOswA+\nFPjoiFgh/nhFcz7nnAJtiVBQLRheFycx3km0ulkhxlPFqURFVFAJNzvLllfLnN2NoyjmxOtE3L+V\naEskEpaZzk5dLOSxFlLoqMruhJUEcfr0aYyOjqK/vx+3bt0KbLuEM15j5n4dwChjbA9j7KD+79Fr\nl0IZIREbxEk0kUhQCjwROkFY5tws5CKi5YZqzdmjOj8qMRekZU5ETmaxiptzm81sdX3Mzc3Z3kTI\n389PxrVfVJY58XsEGdMsZvbev38/sO0Sznh1s/4sgCMAXgfwfz76/zeCH1awUGmSwiDebTLGTBMG\niTkiDIIQc24Xch0xK354eNjTvuYbbsVcWJY5t2JO3JadoLd7zS6jVR5rId2uqhqKhUhQE61/RPh4\ndbP+EoCnANzinL8AYCcA+67HEYBKkxQG2TIX1t0fQegEnc3qxjJXX19vPB4bG5sX8aADAwO4dOmS\nZ7ey6tiotlGIbFbAWsyJ+7cTIXbXh10yjCxICynmVJY50WsS1twck8plJYNXMTfNOZ8GAMZYBee8\nC8DG4IdFxBF5EiU3KxE2QdSZ81KaBNAWdLG1U6lntE5PT+PEiRO4evWq57IaKiGmShpJp9OWFrgg\nY+asAv/FbfkVc8ePH7d8TR5TocQc5zwnlhkIR8x5KTdDBI9XMXeHMVYP4FsAfsAY+wcAFOVIACA3\nK1F4grbMuXUN1dTUGI/Ftl6cc3R1deHcuXMlk/TT399v/LYHBwfzFiJWcYZWc4SVOHMzp8jWIavA\nf7fXgNP1YSXsZaFTqJg5uSC2jijm3BQ8doOXDGUieFyLuUfdHv4PzvkI5/w3APxHaMWD/+eQxkbE\nDNkyR25WImyKJebE4sGiOOnv70d3dzdu3bqFrq4uT+OIKrL4OnLkiOvPuo2ZA6zFmVX9Sj9uVpWY\n45y7jpt0Kl0zMqKOOrLqURs2bsRcWJY5mvMLi2sx96hY8PeEvw9zzv+Rc04mFwIAZbMShUclFuws\nRyoBEKRlTizHcPPmTVfbijqytclLbT0v8YRWi7+4DTeB+7KHQEQ8v6Ojo+ju7sbNmzeNfZSVlZlE\nj4xT3LWVlUsWOoUqTaKKlwPCSYAgN2txcQ4QMXOGMfYU5/xkKKMhYo08iYZhyicIEbeWudnZWRw/\nfhwPHz5EfX099u7dayzsQVrm5JiqbDZrKw7iQD4xgV7EnBs3a1VVlZFBbDWnqOqq6YjnV2/HZfW6\nikWLFiGZTFpa1tz2iy22mAvDa6ISrOl0mrJaC4TXWeZpAMcYY9cYY+cYY+cZY+fCGFiQUGmSwiC7\nN+RehgQRNG4TIG7fvm20UxoZGcFrr72GgYEBU9N3uc2RHaJlThRzsuUv7kWFs9msyfIoPh80btys\nlZWVhrVtZmbGsWi0XOTXSViIN6Aqkskk1q5da/m6les3SMtcNpvF6dOncfToUUehLR4LKzfr7Oxs\nIOdTtQ2yzhUOr2LuJQDrALwI4BVoXR9eCXpQQUOlSQqD7GYlMUeEjVvLnEpU3bp1y5dVDjAvhul0\nGhMTE+jq6srpBBB3MTc6Oqo8nm6TO4J2syaTScd4LzvLnFPvXafXAWDTpk2WrxVCzF2/fh29vb14\n8OABLl++bPteq5i5MKoNqL4Txc0VDq8dIG6p/oU1OCJeyG7WVCpl3Bk7VUgnCD+4FXOqm4mxsTHP\nBYN19Otb58SJE+ju7s55X5zLlgwPD8PKm+H2txyEm9VrlrydZc4pgcGNmAOA/fv3G4+bm5uNx27L\npeSTACEKuJ6eHlshZiXmAHUSxOTkJC5evIiBgQFMT0+jo6NDeV2rsOrDSxQGrzFzBGGJbJkDtMlR\nD5ienp42uacIIl9UC4heW0tcvFSianp62jKmyA2pVMpYvK3KbURNzKXTady7dw8NDQ22wubixYu4\ndu2a7Xbc4CTmKioqDCHhJmZOLkau+oydZc5JzLnpzQsAixcvxjPPPIN0Oo1EImG0rrISuUFa5srL\ny003J729vVi9erXyvXbXd2VlpdF+a2pqCgsXLsSpU6fw8OFDXLt2DU1NTRgYGACgfd+Ghgbbcam+\nE3lkCke8I3OJSKEqCUBJEESYqG4ggFzLh0pUZTIZkxvUq5hzY8mLmpv19OnT6OjowLFjxywFxdzc\nnK2QA4Jrzl5dXW08dpud6hS87xQzJ1pU5WxXcTxONDQ0YMmSJa6a1gcp5uTv9ODBA8v32lnmRGGr\nX6eiJVYXcgBw9+5dx3GpvhP1Li4crsQcY+wJm9cOBDccIs6oSgJQ3BwRJuI1Jy6q4iLW2dlpLLKJ\nRAJ1dXXGa2Jwv1cx54aoWeb0BXpyctLUFF3ETZyTHzerKqtXtNQXwjIHABs2bDAet7W1meYoP3HV\nbsRckNms8rG3E0x2ljnRCul0nbppzaX6TqrkGSIc3LpZ32KM/VcAv8c5nwMAxlgLgN8DsAnA7pDG\nR8QIKzerDok5IkjkBbKsrMwQIvoiNjo6aipBUVFRgZqaGkPIiEVevYo5NwtclMScfLysfo9uxJwf\nN2tFRUXO8XAj5lSxuDoqUWlnmQOAtWvXYvHixUgkEli4cCFqa2tx+fJlNDU1ObphVVi1CLP6DkB+\nMXPysber+2eVzQqoLXNW3Lx5E08++aTte1RibnBw0PYzRHC4dbO2Q8ti7WCMvcgY+yUAJwAcA7An\nrMER8ULlZiUxR4SFfPOgaqIuiwfOOerr642/RReV13pwTosboF3zhaop5oRV2ZR0Oo1Lly7h+vXr\nAKzFnHh8/Yg5VXKB6NacnZ21jIHUSSQSjuLJyTLHGMOiRYsMK9yiRYuwd+9erFu3zunrKCmkZS6b\nzSqFoZWItHOzipY5N+EAd+7ccRybCj2ekAgXV7MX53yYc/5zAL4E4A0AnwKwn3P+p5zzaMxURNEh\nNytRSOSbB1Fs6IubauETxZy4+Hq1zInuWrsxRiVuSBYa+t9dXV24evUqLly4gPv371tayERLjv7Z\ny5cv4+zZs64sMKoabhUVFSYxpNq3PK84iTkny1zQJJNJQyiJdQtFgoqZsxJtV69eVT5v52YVz+fU\n1JSjtbCnp8f2davvdPIk9RgoBG5j5uoZY38O4GcAvAzg7wB8nzH2YpiDI+KFk2WOag4RQWIn5vSF\nSV5gtmzZYhkX5XXhTyaTWLx4seP7rGLTAODevXvo7e31tF8vcM5x48YNXL16Nef3pwsnse3Y9evX\nLa1L4uKfyWQwPDyMK1euYGJiAqdPn7bcv45KzFVWVjrWjZMtc05uVifLXBiI+1Edv6Asc1bnxqp8\niFNpEv25dDrteLPtFDJglbkcFct0qePWr3AGQDeA3Zzzf+KcfxLATwL4bcbY34Q2OiJWiD9aipkj\nwsaNmJOtDStWrEBZWZmpHZeOHyvOvn37HN/z/vvvKy1O/f39OHnyJE6fPu3owvJLf38/Ojs7cenS\npRzrjUoYMMYsrT+iWy6TyZiyHd0kL1hZ5pzEnGyZU1lgxffq72eMFayVmtM8F5RlzmvdNqfSO6JA\nF+NHdby0/bKy7FE7r8Lg9ko/yDn/Xc658cvhnHdwzp8B8GY4QwsOaudVGKg0CVFI7BZ5lZhbs2aN\nsbgvWrQoZ3t+xFwikcDu3btNLteKigps3rzZ9L7XX389Z7HTY9QATfCFgWixkbtTeBVzomDJZDKu\nfs92MXO6ZcipE4GdZU7+DsWwygHOYk62WnkppixiJ+bk8wvYJ0AA5gQUVfmR+vp643OZTMY2i1n8\nTsuXLzce55PsQbjHbcyc5W0j5/wvghtOOFA7r8KgymYtKyszJt9sNmtbE4kgvGAXGK8Sc6JYW7Nm\nTc72/C7+S5cuxXPPPYcPfehD2Lt3Lw4ePGjqCqAjW9/k/Z09ezbwLil230klDBKJhOUYZDerG8Rz\nZFXA16tlzi5mrtDxcjpexVwQljnZxa8SY3ZuVsDcvUJl7Egmk669K1ZlgrLZrG/xCmjfoa+vL1Bj\nwMTEBK5duxa5OpD5QEWDicBQWeYAbbHTEV0zBJEPbhIgrMRcXV2dKREC8FYwVgVjDE1NTaisrERd\nXR2amppMr8uJELLb8fbt2469Nr1iJ2hUFhPGmKUlRXSzzs3N5YgDpwVbdnvqViEn672XbNZ8Onrk\nQzHEXH19valP7N27d3POndPxEMMNVOMuKyvzJeaSyaSrki1u6OzsxKlTp3D48OFArHyccxw7dgwX\nL160jPWMIyTmiMBQZbMCMC1q5OomgsKrm1VezDZu3Gj6O18xJ7N7t7n8pmwJUy1wYjJCENgtflZi\nTh5XWVkZ9uzZk7M4u6mdJgtu/caurKzMKN4bpGVOFhSFwqkAb1BuVrmX8MqVK02vyzfLTpY5p160\nsmXOLm5OjplWWcq9kslkcPv2bQDa72doaMjXdkRmZ2eNc6SKE4wrJOaIQJAnJ1HMiXEZUSqiSsQb\nWSiIi5W+sNgtZs3NzYa7taWlxVf1fzvKysqwc+dO4295IbQqYTE8PBzYGOzqwWWzWaUYEj/zzDPP\n4OWXX0ZLS0uO5dNN83j5HG3fvh07d+7EwYMHDfHsNZvVrZgrVPIDUDjLnCzmKisrTfFpctyck5hT\nJaWIVFZW+rLMOSWquMUqSzcfgg5liAqFixAlShq7tj1O7XcIwg9es1lVlppt27Zhy5YtoS38orVv\nYGAA2WwWiUTCaHivYmxsTJmg4Qc70TA3N6dMIBAFVXl5uXFj5mSZy2QyOeJAFjHJZBIrVqwwPecn\nm5UxBs65kb0q1nnTmQ9iDtDiP/V4uf7+fnDOjXPmdP3r7lArgZNMJl0nscnHvqKiwuhOMT4+brqp\nd4t8YxOEECvVhAyyzBGBYOViBUjMEeEg30A4Weas3G5hLvqy61bvVdnR0WH5maCa2AP5izlxIZfF\nnBvLnIhV+zNxH6Ojo7bCRz+HVtY5J0tUWBQqm1WVrVtfX2/MsTMzM6bYTKdsVgAm67EIYwxLlizx\n7WYVEzT8WputCl3nQ6la5kjMEYFglfwAmF0jnPNAFyti/uK1aHAhY6h0ysvLTUHm+rUvW+VEV1mQ\nvw870ZDNZnMybGdnZ43FTi4DInc6sCsLotq/GzEHwIiR0hH3o88jVoWDi2WZKy8vty3hEYZlTr+e\nGWOmEAGxV6ubm5nGxkbl87t27UJVVZVry5x8cyXeyPjNRJU/F4aYyyfTNkqQmCMCwc7NCpgnbIqb\nI4Ig3wSIQiGX9FAtHqJbtVCWOQC4du2a6W/xtym6WMXndOSFVrUvN2JOni/OnTtn+ltcfHURZ2WZ\nc5qHwkRMgpCPTZhuVsBsARbLbbixVJaVleWUjdmwYQOWLVsGAI51AHVkIS1eK3fu3PGc/Ka68Q+i\nPAmJOYKwwc7NClhPNgThF68JEMUSc7LwkBeTpqYmV83a/eBVNDjVabPrCKDal9O84IS8oOvHMmpu\nVsDsapVvWMN0swLmGwbdMicfC7vjLwpRwHzu3YbJ2Ik5wD60QIXqxkcPU8gHcrMShA1Od+CimAvi\nB0kQshUmqpY5WajJC2JbW5vJ+iG6yfIlH6uDSgyJ38VNdq5bS5lYxoUxhnQ6Dc55zvlTJWOIYq9Y\nblbALObkAr5hulkB9c2yl2vfTsy5vdFwEnN2PYpVqOLzvG7DDaVimaNsViIQnCZtsd1RKdX2IYqH\nXcxcVC1znZ2dpkVu4cKFqKqqQiqVMjI0R0ZGMDc3F8h482ly7mSZc7Mvt5a5pUuXGlmVnHO89tpr\nWLBgAZ5++mnjPaKoiKKbVRTkPT092LFjh3JcQPBuVtkyl06ncfHiReM5r2JOFIfJZBLJZBJzc3NG\nORtVZxH5XMvb9MqxY8dynpuZmcHMzIxjSRU7grKSRg2yzAVMNptFX1/fvCuO62SZE6vty5XwCcIP\ndm5WlWWu0Iu7jrzwiJY5XRylUinXsUleyEfMqY6XnZjLxzIH5B6nqakpU89au8xa1RgKfb7FuEe5\nuXzYblbRKjg7O4uOjg709PQYzzmJuXXr1pn+FsUh4M46J1vm8rkZyWazlvFx+VrnSkW8yZCYC5je\n3l6cOnUKR44cwbe//e15Y4VyugN3m95OEG5xU6Q0CpY5ua6aiLhIBh03xznPa+FSHS9ZpIj4TYDQ\nUXUjEG+KxaxLUcicO3cOt27dyhlDocWc2LZQdxPrhO1mld3Ocra0U9/h6upqI6O6trY2pyacm7g5\n1W9NbDcmemecsLvhD1rMlYq4mxdijjH2CmPsi2Fby8TWIzoXL14smYvFDqc7cN2NBGiTTT4WA4IA\ncq852dWUzWYjIebKy8vxwQ9+MKcXrP6aThhiLh+CsMx5SYAQS7ioEM+vPI5z585hZGSkqGKOMWZ5\nDlU1+byeH/Ezcl1FuTOGjJtrf8eOHXjmmWfw7LPP5pwr8Xt5EXOiwPVSrNeu4gGJOTXzQsxxzr/N\nOX816HY9MtevX8957sGDB/jOd75jWe29VHCatBljtplwBOEV2eqTSqWMBT+bzWJiYiISYg7QLCOt\nra05z4dpmcv3himImDkvblaxh7MK0c2qsvL09PQUVcwB5uNz9epVANZiwWsnAisXq47d9e3mWCQS\nCTQ0NCi3LX4vq2tT9VsTt+Vlzre7dsNIgigF5oWYKxR9fX2Wr508ebKkBYwbd4roRhGDcwnCD6pr\nzqo1lFNphkLgJI6KKeZUwepO2axu9ufFMrdkyRLb18VjpWoNNT09XXQxJ15/165dU3a00PF6jp3K\nxtitL/nWZ/NrmZNjG93GS8vXkni+8425Jssc4YjTj1NluSsV3NyBi7FDvb29VG+OyAuVmLOyBBTT\nKmc3BtG1GLTl2q2YW7lypVLMebXM5ZsAAWhdB6wQhZJqbLKbtRjnXG7fdv/+fUux4LXemeh6VIlq\nJzGcD26uTSsxJyaGDA0NudqffO3u2LHD+G1ns9m8EoRIzBG2cM5Ndz+qH5vf/nRxwM0duNiyCNAm\nOmL+cv36dXR2dvqemFXXnCjmxJuFqIo5sX+lU8N5r7gVUs3NzZZN2GXCKk2is3TpUqPzgIxonbGy\nTBU7e1mO+7Pq+AF4s8xlMhkcPXrU+FsUSDpbt25Fc3MzFixYgFWrVpley9flLn4vK0FmFdIgus/d\n3sCL462qqsKiRYsc+9+6pVTEmwyJuYCYnJw0LpKKioqcOzSgtEtyuFk4KioqTBlpFPswfxkeHsaF\nCxdw48YNnD9/3tc2VNecKOa6urpyXi8msgDR63fpiIuV1yx4+WYSMC+IdjW/UqmUUhx5dbMGYZlL\nJBJob2/H9u3bTc/LVifVeOVuEcU45ytXrjT93d3dbXnT6sUyJ7ddUyXTVFVV4emnn8YHPvABtLW1\nmV7LV8yJ8/bQ0JDyXFuJOTFxxY+Ya2lpAYDAxJyMV3GXTqdx7do13LhxI6c4dDEp/gxXIoiT78KF\nC5VBpPKdYynhtgSBONmValsVwpn+/n7jcW9vr69tOLlZRaJomZOtXOJiNTQ0ZATQu+Ho0aP4wQ9+\ngCtXrhjPyVYxqxIp5eXlyuPmNZtVJRhEceUlZlEej3zsrISaaOUtVgLEvn37TM/duHFD+V4vljnx\nvAK5deCcyNcaVVlZaVhGs9lsThcfzrllvKIfEabalnhDIleN8EK+btaZmRlcvHgRnZ2duHz5su9x\nBA2JuYAQXaj19fWWi4ffhSvquHWniJN0qQpbwhlZFNiVIrBC5VKLk5iTrVxyhualS5cwGvx6AAAg\nAElEQVRcbXdoaMhwfV2+fNlYaOUFcevWrVizZk2OVaempsa1m5UxpqwHB+T+nh88eJDzWbfIx8bt\n+Su2mANyhZaVWzKfm1k3Yk48T6qEkXz2adeXV2y7BvgLH1CJOfG3bZds6ES+Yq7YcZlWkJgLiOXL\nl2Pjxo1YtGgRGhoasHr1auX7BgcHCzuwAuHWMqcq7ErMP+SFX7Rs37x5Ez/84Q8dE4ZUpRqs3IBR\nmHSdLHMqq5ebhUZeII8dO5ZTx0zvlblt2zZTkoFeqV913KzEkJWQkC1zsvvci7iy6xVqRxTEnNs2\nVvlkLLvZx1NPPWWcX9nt6ge7wsF2JYCCEnPyNerXdZyvlbLYcZlWRGckMWfRokVobW3F5s2b0djY\niObmZjz33HPYtWsX1q9fb7yvVMuTuI2NsWrDI2+DKG3kcy9arM+fP4/JyUlcuHDB9poQF0P9uoqy\nZU7+XThV5Qc0YeuEvKjNzMygr6/P0u1VXV2NjRs3YuHChdizZw+A3FZagPUxsxJzskCXx+XFMifH\nHLu14kchg5kxluNqVZHPzaybY1lfX49Dhw7h0KFDgVjm7DJa7cRceXm554LxqmtXDhMIyrOTj2WO\nxNw8oa6uDsuXLzdlZ5WqmMvXzXrv3j28/vrrOHHiRDgDJCKFvJDpblZ5orebsFVNx60Ekl3gfrFw\ns4h0dnY6vk+1ON6/f9920WltbcXBgweNTEOVVdBKDFk1OR8YGMCpU6d8ucxl5DnEbeC814SLsGhs\nbHS85vxa5qyyfVWUl5cHdu3bWdjsxJxcMP7MmTO2+xkdHTXFi+rn0YvAf/jwIU6cOJGTOAKQm5XI\ng6BLDkSRfC1zJ0+eRDqdRn9/f17xEEQ8kMWcvrDJE7Sd9UJ8TV+wrMScW9dXIVGJMNVC7VTSSLWo\n3b17FxcuXDD+drLkeHGzWsXMAVos09mzZwHkb2kXz6XKGrh161bbzxfbauIkotx2BZKTBuRM30Ih\n/oZkce3kehTXwL6+Pst1MJvN4r333jM9J1uVVfuUOXPmDPr7+3Hx4kXIbTyDFHPFvsZEojOSEkaO\nNShFd6LbmDlxgrY6FqVcwoXQkK0SVmLObsKemJgwHuvXldW1FxUxt27dOuPxhg0bcl7funWrqfYc\n4GyVsnJbiaV/3LTSki1uXi1zOgMDAwDyF3N79+5FIpFAKpVSHqu1a9fi0KFDOTXVdIq90KqsnaIo\nnZ6eNl3DVojvqa+vd+WeDwNx7KOjo6br0murMaus1qmpqZzXxPPoNuZaXEOCrmdKMXPzGD34GNAm\nuFK0zrl1s6ZSKeNYzM3NmUpU6JSi2C1FJiYmcPfuXV+xP7Jg18WcLEystj03N2dKmoiLmNuwYQPW\nrVuHJ598Eg0NDTmvV1ZWYv/+/Vi7dq3xnJPb0k0MktOik0gk8IEPfMD0nNWxdBJzOqIFz4+rb9Gi\nRXjppZdw6NAhyzi9yspKy20Xe6FVibmNGzeaspbddEQQxZyqfmmhEPc9OTmJH/7wh7hz5w4Aezcr\nkDunW4k5VQFx8Tz6qYYg1ptUjYUsc4QnxAmwFDNavcSqiIuYqlRLvgUuifDJZDJ4++23cebMGc99\ndrPZbI61KZvNIpvNurbMyWJw4cKFAKxFW1TEXCqVwpYtWyyz3XXE8Trd/LkR024L9opYHXs7N6vO\n6Oio6fN6ooVXysrKHOOSrCxVxV5oVSJzwYIFJsureIwymQy6u7vR09Nj+kxUxJyqHuH7778PwFnM\nydbmiYkJpNNpDA4OmuZ71bVuZZnzG3NIMXNEXogXZCn2aHXrZgW0lj06KqsDibno09/fb0ymt27d\ncvWZdDqNW7duYXh4WDmBzs7O5ggIOd5FR3QhNjU1GYtMTU2Nyaql40aARAlVbOnU1JTyuLkRc14y\nSZ1wY5k7fPiwaVxurXl+iKplTiUyKysrTeMSr/crV66gq6sLHR0dJoudOEcWU8zZ7d9JzMlu8vv3\n7+PYsWM4duwYTp8+bTyvEnPi+RW3feLECXR0dLgf/CPy9fyQZW6eI05mxYp5CBMvPRjFoqWqeCBy\ns0Yf+Ry7OWdnz57FuXPnTD0mRVRlC6xcjGLlddkFt3XrVrS2thp/L1iwwLZzQRQRF625uTlcvHgR\nb7zxBo4dO5bz3qAscwAMIVxRUWG0UZJx6zItVG/cqFrmVOOSLY2iCBIzL8WOD6IFqthZ2aoSJ8eP\nH3es71deXo79+/cbfw8MDBg3amIiiMr9Kh5H+Trq6enBd77zHZw7d854TjUX2blkva43UY2ZKz1V\nEVE2bdpkBGLOzs5iamoKIyMjlk2u44YXN6vsQpJ/TGSZiz7yOZudnXW0vqjiI0XS6bRjrTIdUUyq\nrAWtra1IJBIYHh42Cbu4IC5gYijCgwcPMDw8bGq0HqSY27JlC1paWlBXVxfoQlUMMVfseVW1f1nM\nXb58GatXr8652dDfMzc3ZwrgL7YhoK6uLqcf6cDAgCl0yEpwuql1p7LM2Yk5QJuLbt26hdWrV6Ou\nrk75e8hkMsZnyc1K5IW40E1PT+Ptt9/GqVOn0NnZWcRRBYcXN2sikTCOh1ODcCKayPEqqsBlGafz\nqhJzVhOtuH+5uTmgXYMbNmzAnj17lE3Jo47dIiH3xQzSzcoYQ2Njo6Ml02tv0PlombNqkSY/r2rb\npo9dLhpdbMucHpsqI/5O7Wo9Wl2H+u/eyc1qJ2b1dURlhRN/I+RmJfJCnBzT6bRx0ebTMDhKeHGz\nAmbrnKppMxFtwujeoRJzqomZcx4p11MY2IkfPYt3enoamUzGlZiTf2P54iWhhDEW6qIXVTEnj0v/\nWz63qoxWfezya1GwzDlhNUbGmKX1Xl8//FjmdPS5wknMyeRjmQsyFjVfyM1aIHRrVCmWJQG8V15f\nsGCBsSjJRYLJMhd95PpYQZyzdDrtKhZPzmSN0oQaFE5i7u7duzhz5oxrIRu0mKuqqsKDBw9cvTds\nV5RKPBRbyAG539tKzI2Pj5sKPAOPBYmfFnBhUlFRgWXLlimrEOjYjbGyslIZFzc3N4dUKpUjxFKp\nlGsxpws21VxkZ5nzKuai0mVEJjoj8Qhj7AnG2LcYY19mjH262ONxgxjnUmp4vVsRM1pl6yRZ5qKP\nXF7HScy5OafpdDrHXavarhgcXuzsvrBwcifpLZHS6bSrEg0bN24MbGxAbqkJO+armJPHpR8H1fGQ\nKxz09fVhYmIiZy4ttpgDgPb2dtu1zG6MVpY5XcSJoqu6uho7duxwvW197nBKgAhSzEXpRrIoV/wj\nAXafMdYpPf8yY+wyY+yqC4H2JIC/45x/FMDO0AYbIMuXL1c+Xyzx4rdOjwqvF/iSJUssXwuqgXLY\njI+P4+jRo+jo6Jh3AlQWXU7f3805VYm5+dohxE4AebXu19fXW849flm5ciUaGxtdiYuwxZyXVmSF\nRP7e+pjcHo8333zTNEfX1NRE4nsB9jdRdtZiL2LumWeeyVkn7I7dxYsXMTc351nMeSWqc32xroyv\nAHhZfIIxlgTwpwA+CGALgI8wxrYwxp5kjH1H+tcM4DiAjzHG3gTwWoHH74tly5YZja1F3DaRDpJT\np07htddeM5V4yAevpmc3sQ9R5/Tp03jw4AF6enpc11orFWSLmZNlzo0b1q1lTnzP008/7bjdOOK3\nlEpzc7PJ6g0AO3bsCNyiwxjDvn378NJLLzm+N2wxl0wmc24goyB65MQbXah4ifEUM1m3bdsWzMAC\nwC5z3cnNqmJubg6nTp0y/batEkjsGBoaUs4ZQZYmiaplrig2W875EcbYaunpPQCucs6vAwBj7OsA\nPsw5/xyAD8nbYIz9CoBff7StvwPw31T7Yoy9CuBVAGhpacFbb70V1NdQMj4+bruPvr4+3Lhxw/Tc\nwMCAstBpWMzOzuLUqVMAgPPnz+OZZ57Je5tXr141Jp6JiYmcLCwV165dsxSyQ0NDobrQnM6TG8R6\naXfu3MHmzZvzHFU84JwbzdR1MpmMretlZmYG58+fz3m+qqrKuAbu3r2LbDZratM1Ozubc57ef/99\nY2GsqKiIXQ05twwODubEk9rR1NSE2tpaXLlyxeQGD/sYTU9PK8+tjpuSFPly6dIlkxWroqIiEokx\n4nGpqKhAWVkZZmdnbY+XFdls1jKb1A1BzHk6t2/fNlp5ySQSCcu5e2BgAN3d3TnPX7hwIUeE1dTU\n5Iil0dFR2woQ6XQaZWVlOe+ZnJw06iZevnzZFO+ZTqc9hQ1cu3bNKLM0MTER+I283/NUfAf8Y5YD\nEPuY3AFgd9v9GoDfYIz9BICbVm/inH8RwBcBYPfu3fz555/Pe6B2vPXWW7Dbx71795STW9jjEpme\nnja5ap577jlcu3YNDx48wKZNm3xNGPX19UYbmu3bt+OJJ55w/Ex7e7vlRbtgwYJQj4nTeXKDGFTe\n3NxcslYimUwmk+PqfOqpp2xd5xMTE8ryJStWrDAWhYaGBmQyGVPXh87OzpzzND09bSzcL7zwQiQW\n7TA4ePAg+vr6jPg4J9atW4ctW7agtrbWFKB+6NChUC0IR48exZNPPmn5emVlZejzG2PM1BWkpqam\noHOqFeIcoc9pfvtzP/vss3nFXQcx5+l0dXVZjuWFF16wLF0zMjLiuhvLCy+8oHx+/fr1GBsbQ0ND\nA/r7+00Zv+3t7aioqMi53rdt24Y1a9YA0K4N8SZpz549lgWyVSxatMiI825ra8OqVatcf9YNfs9T\n8W3RPuGcd3LO/zXn/Oc5579S7PG4RXUh19fXI5vNYnBwsCguxuHhYVy6dAn379/HkSNHfG1DnEjd\nulVqa2stF2I5WzLqRDWOIgxUbgwnN6rVdS2WOpibm1PGzNkVlY6SmyNoEokEli9f7vo76ta35uZm\n47nq6urQj5HYa1mFm9Ip+SK7/aLgZrXC7/mI0ndS1XbUsbu5clPaxIktW7bg6aefxvr167F//35T\nPKje41lG9ABRAkT43AUgXiErHj1XUqiEzsjICL773e/i2LFjePfdd11va2JiAm+++SYOHz7s6U5P\nvnhlM7GcqTg2NoabN2/aFoYVxVyUMt2I4LGq/eb1M2VlZSYhkM1mldeYPDlHtTRAWLj9jvqN4vLl\ny9HU1ITy8vKCxFnJVng5LrgQNzryTXLU5xVVdrEc6ygTpWu9uroaTz31lPI1u2MfxncQ95fNZpXX\nm10/dK9llUjMOXMSwAbG2BrGWDmAfwfgH4PYMGPsFcbYF62adhcSp0nm4cOHlv0oZTo6OjAxMYHR\n0VFPMRjyxS7HPohibmxsDEeOHMH58+dN/e/k7Ynb9FJQVFVzKI74WbA457h9+zauX7+ObDaLvr4+\nHD58GFevXg1hhMHhxzInv75s2TLs3bvX9HtQFQ1WfXa+WOZ03FrrdetUIpHA3r178dJLL5msdGEh\nn4O9e/ea/i5E3cja2lrT31Eo4WGHPF5A89Ds2bPH8jNREnOAdUUCp3EG/ZsV92cl5gDr0iVeLcck\n5gQYY38D4BiAjYyxO4yxj3HOMwA+AeB1AJcAfINzfsFuO27hnH+bc/5qPsGjQRHkHaMYKzAwMBDY\ndnVu3bqFt956y5iM+/r6lD+U+WYpCYpTp07h7NmzuHDhAq5evYpTp05hdHQUXV1dgZaNCZp8LXNN\nTU1GrSrxerGyLtuVFYjSZBoWbpOjnHrjhoXTnFYIy5zsvotiHKWYhKKaJxljaGlpsTyeUZxb5dg4\nN7/HYok53Xskv57PXBul+acoVwfn/COc86Wc8xTnfAXn/C8fPf89znkr53wd5/w/F2NsYeNGzPkJ\njvUyYTq9V39dVbZEZTWcb5YSFV4XrKmpKdy7d8/4WzzWcruqqOHGemb3uvgbkCdip89GtS9imKxZ\nswaNjY2WpY10gohH8kMqlcK6detQVlaGrVu3Aij8PCBbuqLiZhVdkdu3bzceW4k5ANi1a5dyW1G8\n3tvb27F06VIkEgkkk0nj/Nvh5tqQiwXbIR6Xubk5y3lE9wLlK+aiut5F2xZdgriZZC5cuID9+/dj\ndHQUd+/exfLly3MmatkSF6SYy2azmJubU4rKsbGxnLuxfMzOa9eutY1niAtexZwYY6giyi3NVK2h\nvCRAiL8BN9eLuO35aAWuqqrCvn37AGgLT2dnJ2ZnZ001yLxk44XBli1bsHnzZuN8rlu3zggXKETZ\nJTlmrhBJF25YsmQJDhw4gGQyaRKcdmLO6rqO4vVeX1+P3bt3A9B+m25+z8uWLTMqH6jYuHEjVqxY\n4XoMbi1zumjLV8yRm7WIRClmzs3J192n7777ruF+kzl+/Ljp7yBdGZxzy1g2lQjJZ4FtbW3FsmXL\nLMdRqgTRMcELc3NzuH79uska6Jfh4eGc57x8H/EacXO9WFnmojSRFopUKoWdO3fmlMGJwm9FPB+t\nra1YuXIlVqxYgdbW1oKPJUo9sOvr63Msh6Ui5kTc/h63bNmC+vp61NXVKUuYtLa2evptexVzsg4g\nN2uMiFLMnFtmZmaMu8uJiQnXrlE3uNmWVRKGqshvPncqqVQK7e3teOWVV3LcC1G5u3aD18XUbykP\nv1y/fh0XLlzAyZMnTUV5/aD6rn7drG6ul0wmgzNnzuC9994zXX9RX9zCRnRpFUMw2ZFMJrFjxw7s\n3LmzYPFr4vVgVecsKtj1k42rmHNLeXk5Dhw4gOeeew7r1683vSZ3zXCDLObu3lUXwZidnTXVqNQp\nFcscuVkjiiyaRBN2vi64fMTc7du3UVlZaUqtD8pasnz5cnR0dBjby2QykQxkVuFVzDkJ1aDdrF1d\nXcbjixcv5tX1w6pdzvvvv4+JiQm0tbXlhAWIbhU3lrny8nIj++zKlStGWEFUJ9JisHr1apSVlaG8\nvDyvYrKlwt69e3Hs2DEkEgll6Y8ooerI4TS/l+L1vmrVKtTW1qK/vx8zMzPYsGGD522Ic4gcspNI\nJIzjmU6nlfMuiTnCN9XV1Y5FcWUxJV5AYRcWnpmZyWk5JnLt2jXTZBnkxV1VVWV0F5iamvJU5iRO\nOLmBwjzH+Vo8reo46WPu7u5Ge3u76f2iNdDK5SpSU1NjhBuI8aHi41KxVPglkUi46rQyX2hoaMCh\nQ4eQSCQifxOoGp8+d0Z97EGzePFiT7VJZexupCsrKw3DyPT0tHLu8+qpiKqYmxezYZRi5gAtw8mp\nBYiqEr5OGIuxyL1790xxBWKFbcCcMZTJZEzCJN8FVnQ/vPvuu65r7hUbr5Y5sTegijDFXL7bVn1X\ncZtiKykAOa2/RKuz1WTopk5YlCZSIhpEpSerE4lEIuca16/nhQsXYunSpaZwBBLt1tj1/hV7xA4O\nDuLYsWM57+Gc4+bNm7YeKfn9OlGag+aFZY5z/m0A3969e/fHiz0WQEujb2trs23QK5t+g7TMeRUe\nqh+LbrI+fPiwaTz5XtzyRHzx4kW0t7cjm83i5MmTGB8fx86dO/O6kwsDr8dUFXsoEmY2a76t0vLN\n3JUFv+gK0XGT9T3fLXNEvCkvLzfdmItz5+7du5HNZsEYw+TkpGXjegJobGy0fK2mpsZkzbcyhJw/\nfx59fX0YHBw0ehxbEVUxR7NhRLGzzBVazNXW1ubEeMzMzKCjoyNnLPle3PIirmfV3rp1C/fv38fk\n5CSOHj2a1z6iQKETIMTjqnee8Eu+wlUO1leJMjdCLUoTKUF4xcoyp5NIJMAYIyHngN1ckUwmXdcc\n1DsfXbt2Tfl6JpPBgwcPAjVeBAmJuQhSUVGRY5kTF/9Ci7lUKpUTMP/OO+8oy5QEbZnTf4hiXEMU\nyjDIRD2bVT6uZ8+eRX9/v+ftjI+Pe/6cKOaeeOKJnIw11d2yGzHnVKuPIKKMk5gj8ocx5suCr5rP\nT5w4gaNHj5rWoiidMxJzRWTdunXGY7FIIufctql9oUt2lJWVoba21mTOnpub870IO+1Ltb0o/WiC\nwEnMBR0rqBKHp0+f9rydM2fO5LVvO5eIiJvrKE6lhghChsRccFi5RZPJpOVcYte3WK7tOjQ0pIxz\njtI5mxcxc1Fl06ZNmJqawuzsLNauXWs0vM9ms7aWubATIGT0SacQfffkCS4qbXmcCNoy5xRT5xWV\nmPNj/fOTROSnBZebIPalS5d6HgtBRAWrG1fCO2vWrEF1dTWqqqpw+PBh43k7MVdTU2PqoiIiF1e3\nijMmMVdgGGOvAHhFLlBYbBKJhFHCQW4mbhUzNzAwYJs4IZLJZJRZgXESc3GZ4IIWc0Fa5rLZbMHb\ng83NzRlC3EnMtbS05LhunZrGb9y40VdNKoKICvKNapSEQdxIJBJYsmRJzvN2Ys5L2SurWnRROmfx\nWCnzJA4dIMSLQtVovaurC8PDwzh+/LgRqGnH0aNH8frrr+cV6K7jxTqWr/iSPx8Xy5wXsXTv3j1X\n/XGtuH37Nrq7u11baIvRSeONN94wHjuJObEmnY6TmJPL5RBE3CA3a/joSSQqnCz7bsqBRemczQsx\nFwfEi0LlZu3t7VX2aFVx//59PHjwANlsFmfPns15PcqWObmYrr69KP1oVHgRcydPnnR8j5ULdGBg\nAGfPnkVXV5fRyNyJfHoP+mV2dtZwTTgVCU4mk2hoaDD+rqiosBXxiUQi8u2aCMIJEnPhk0gklHPO\njh07HC1znZ2dmJmZwfT0NC5fvqx8T5TO2bxws8YB+aJQiQO9TIcVZ8+eRV1dnaM1SxRz9fX1jhWw\nvQiqfC9uOdOx0O5BvwQ9TqvtiZNKd3c3Nm3a5LitYvW41UWcm5i5trY2HDlyBJxzPPXUU6itrTXF\nzdXU1GDbtm3o6enBE088EalJlCD8IMeF0jUdPFZibuXKlY6fvXnzJqanp23n9iidMxJzEUJVPNUL\nukvVqVq4KOZUPQJFxLZdbmIM8nWzynEP81XMWVnm/BxfJ8uc/nrQlfMPHz6MNWvWmG4W7IKRDx06\nBM65cU0+//zzmJ6exgsvvICqqiokEgk0NTUFOkaCKBby3BslYRBnli1bht7eXqRSKTQ3N+f0a3Va\n80TkRIgoQ2IuQgT1Y9azYt3uc8eOHejo6DA9n0ql0NbWZhJXra2ttj1b9e3lA2MM7e3tRtkMK5GU\nzWYjlRwRdO07q+8dtJg7ffq00X5r+fLl2LVrl+ft2yFfL3bjl8VkZWUl6uvrbdv1EERckUVFZWVl\nkUZSWjz55JNYvHgxGhoalAkQ4t/r1693Ha6iIkoCPDqrYYhErTerFUGJE6ftyO1IVq5cieeee870\nnsbGRixbtsy0rfLycqxZs8Z220Fc3OI+rUTNa6+95qtOWlgUys3qJyHErgSJ2Ef17t27tq78IDJs\noyTACaKYyL8Fp6Qfwh36OlVXVwdA3VlDx6lHuhNRms+iM5IQiUM2KxCcynfajsqKJH/GqtG5k4k6\niIvbjZibm5tDb2+vY7xfmIR5V8Y5V353P/v0IjTlBBSRCxcueN63TFyykwkibOQknihZeUoJO8tc\nlMRYvpTONykBgvoxe1m8rZIbrMRcIVppyZm98nMidp0ywkYe04kTJwLdvuo8+pl8vFwPdpa5vr4+\nz/uWKaXJkyDyobq6Gq2trairq8PevXuLPZySxU7MBREWFBUoZi5CBLXQOVX2l92sqn0XU8yJ1htd\niFgJkij9mPr7+zExMWHbGNvL8ZO/s94txCtBibkgIDFHEI/ZuHGjKcmMCB55zhFjc0tJzNHMGiGs\nBFTQqASF2zZaTmIkiItbtsx1dHSgp6dH+d5iigPVsXA6Pl7EnFhSZGhoCG+++SYGBgbcD9DHPsW4\nuAsXLuD48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