{ "metadata": { "name": "recitation13" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CS1001.py\n", "\n", "## Extended Introduction to Computer Science with Python, Tel-Aviv University, Spring 2013\n", "\n", "# Recitation 13 - 10-13.6.2013\n", "\n", "## Last update: 10.6.2013" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# General image processing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This module is available [here](https://raw.github.com/yoavram/CS1001.py/master/IPMatrix.py):" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPMatrix import Matrix" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "These functions are used to convert `bmp`/`jpg` files to the matrix file format, `bitmap`:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import numpy\n", "from PIL import Image\n", "\n", "def bitmap2image(file):\n", " ''' convert format .bitmap image to .jpg/.bmp '''\n", " im = Matrix.load(file)\n", " n,m = im.dim()\n", " ar = numpy.zeros((n,m)) #an nXm array of zeros\n", " for i in range(n):\n", " for j in range(m):\n", " ar[i,j] = im[i,j]\n", " image = Image.fromarray(numpy.uint8(ar))\n", " image.save(file.split(\".\")[0] + \".bmp\")\n", "\n", "def image2bitmap(file):\n", " ''' convert .jpg/.bmp file to format .bitmap\n", " which can be loaded into class Matrix using Matrix.load() ''' \n", " image = Image.open(file).convert(\"L\") # converts to 8 bit black and white image\n", " im = numpy.asarray(image) # stores image in an array\n", " im.setflags(write=1) # makes array writeable\n", " n,m = im.shape[0], im.shape[1] # image dimensions\n", "\n", " new_file_name = file.split(\".\")[0] + \".bitmap\"\n", " new_file = open(new_file_name, 'w')\n", "\n", " print(n,m, file=new_file)\n", " for i in range(n):\n", " for j in range(m):\n", " print(int(im[i,j]), end=\" \", file = new_file)\n", " print(\"\", file=new_file)#newline\n", " new_file.close()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets load an image and start working with it:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "im = Matrix.load(\"eiffel.bitmap\")\n", "im" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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wkOzGYBkMP/lZyX4encch/L1DOaEe81pH4HQzNEEThaC5iYjZ2ng0CVPULswa\n3jVJ7DpExBh18857ltePXtqaGzuhDrZfw/G2Xt134r+NXboyNq4ih9IzRWjQk4zmc/J/5J8nnneJ\nhsm9boaBg12Zph6HnQCAOQftEgUYJs4jtkxY08uP+W6KSGG7L4fz4IQ1SXCUccZoDmNjIJNlgQkg\nihDTRMG+d1zYOHvp0tLYjc+//+SlV7qX6r1k62ONxw4duvvV1lUZ0c0zoDzFGxo+2ecyi8QDytUv\nvJK6/D+eB+P6QptK4BqPPZDrz5uV4coxQ2EP7U1/NGrIKKpZ6kPLPuLc0qTFeck2gfEmAgEaCCb3\nrYFGBSlgFN2/0b5vcOm1u5cvLlTPfq00u9DurN91BCrDT048HkGv4s9IZnDcjwDWI/9/pO7jLAWZ\nB1lkWT5/tACAqTnF3KsfxYcnAMa+M0onFLPxTmQ1Qif43kVeDlFlmncWitQ3vILA13MIdrI556YW\nTQoVpg1FevLQ/itfmDo62769fWVru6yqlY3WbOWOZy+f7GvrvNyx+JB7J/jhTq+BzGHFXnYIfyD1\n5G7rjIidykZbgF2G7D7AkV3NcqqXAIuOKvLF2LtKsQRyHgvSpLXWWqep1mhSapRinKdTQkStrWR1\nVKMQFAw7Y9Wj8VPnJppHj22erbRX/tpP7O0CXn794FMnxp9tJtSQ5m8+Oq+rO35pu4/B+NElGAMA\noFJKKYVIpLX3hZkFZXLOM96G2AQ0NFmhgQhAyuxPILFcALL7FZxsNEI8yuaKcCOIHMg0RG/87po1\nEb9BaHZjCs0LTOcGlZkehQSIgxhTKkGiJjZ766tvbM3c9sI/UL94/ZXxpDx+oT+83njns+dacael\n7eTYU7EZrfh5Ti4sabJOOH3Ug9QyKJOgp40Z70k54qoRNDpQBBiZ3DFz9p4RAJonAQEAEmXvbg7P\nnDVtGRp1jVhsGThGnCPO9CJNDV3734OQvadiJT+Zx0u+24wK0EywogAUGeLAvWsrNNU483GcuHfw\n6YmpF87pwWYZVtZu217fbm5H9r412VPv/g7E8ejm3PiIiHSqNSBG5g4OK0tyIsxiIpY4AZMEzkrv\ni5h1rshlZFq0rKkDysl3nxiOabQyP/xecjl4IVK0C2tWDwmJOJslzGogsNmLHi5gRBhfWCyXaucu\ndi6vXRkevvvWR37vs+3Dpxdo7o8nyp3WIBmVPuuLgZ2KG7/TWhwB9A0XFM1lf0gmgtF+5FKREUB5\nR3GiePq97VLsXiMVZH4aO4CEfDwY5QZC4ptCfwmsK9XG5eysA9klAV5FbqkYC3uuL0JzEBpGbx5a\nXVlrzFyc3Zrvve+J6x++eEbNlK6/Pqg2vxRX26oytC8r12nX7x3y18LxiZnJ6aLiqhNB6o2F0Z2d\nchP29MeDGCS/2fligen0Zdbf72Yi5DsbVWC+k2USheXqCQEwSd6lr1YK422mkyK8mPMp1QQEUfmL\nl6Y1dIdv9WbXL3SvLK6tLw0qU7Q6d+HVhfF6jEmwcyYTv4DMWIqKFRtcXNYUyagCDgcIZSm/GEnT\nMh1WHgEq6VUsqyaUCgCZ+wRMcBigiEjNKmqwjOIVJnEE0JaOQKjIe1QYDKFQHNmnzARAiqA0qq2n\nHzxAem5iz09cGlOHLzQvlauEncZH33j6wGa7VEocJVOmNVNudiWB79AEBEgAFZprUDWKvHaHC4s4\nt6FFZOBBDDz4tBVLDSYh2Lxs7ATlNKhmqzYwapwpUWDWE8n0+dzifkFftvv2uCRcoP+Pq5g8LuIE\nEQRC0KgV4oGr1/dUYSUd39wzXR2HrUc3Xj2+/62r/ef3J/HMCnqRyQKm3gUsl6J9RYemJ9kdmkU6\nwSaSSWCAUaJ9kXf6EoS3SxESgkblMYUvTIrULtduOSdIgeEPPaPFGjy8Ki7/BIQTLAeKb8apF64D\nCVJS3fr5xkR0Mar82o36lXO9C6dq+//csT8999TidLey1EzLo8/MfhsrABZYGDyp7awDBL86KvX1\nBRhq9x52rO17EWJuyeyrRTnVhR1oyNcJezl1di7sH0ZmR2C88MSC3G49BXS0h/79DKaTGjwM7Msj\nMVwYrsU2ImtqGcxeTvb09/9cembxE2v7Ly98+Ro1k2MHXz2yONWLhnFCnFrgdRc5GQrEkWa/IZuF\nJBRht1aI8yEFwSeGxGXjjZK8XDLxNjSBS3MoErDNQyQywMMYkuel3aFTlNO9PulZjvPFkSNmw2xc\nC7Im9dYt1M3CARmSDP82I3BkJCtl3OIa082x67PRvq1DP5Se1G9Mvu/0k/2TyX1/5nv+aLEN9XQo\nxxE5NqaAcAuaDgAbSIhcS7voC5vgVQy7Luttq8umzPEo3AyH9zH7OozXTaOZDPQeC/rPX8hGOY9T\nPD0fZii5JfDSL9H+I0+hBb+i8whQQlzVtJrsuSc6Vi8dw8HrW1fuiKONOr77lWVQ7aiMXp226162\nhD8A05tgGQyFi4IFAv8s9EwlnKaDLIodsYQUK0DDKHV2UKDZOSTnZ2BWWzkIZpV+UHxRx20YvkCf\nmMDaGZm6Wdr7sNlbwaAX4Csmkg8TtXxPOvXZL39wf/uxsS/dOLMBzS9MnPnQZtpsam0ufWG71vpp\nSH7PtkEAVryAT4/OZmLxmscdmAngM4H50cjs4N2GZJN/gbHMtkiVQOZ7n/j3ktlHMLs47NYlbyRZ\nBjYUbzDTDjE9yR31OcigtwiAiKLKypRae3Lh+yoTF5beSObfc7i8uvqV5X2llUFaHQ7KrJAIvIhL\nKEvzxa0BsTXgzg53KTNZ2epqlO/9M90YUKGgPWJSMB4GQ7r+oVOYrRScLMnjPE8+uToQiAGNkn9M\n9IAytco/+dXJdCG4kJQZDhUBULl216m/Xtkb4yOv/tne/WN3xHFn7vHZuR4RRLFWGuRyCnu8CIra\n9ZsgO33Bp+LBcTrFjduXGsRD9P4OfoIFQqI9yCgJI5mAQlsVIbAsFefEActhY4B6ro+wMfTZKJxH\nbywAVujIylsD0q+VnzI2r+T1ce8MrKiXsD24VC1vD86n0+NvVcfjflJ6BLrtHg3baYm7bix3JcRb\nZJtzuy4Rz0gxgwmNB8C4G4jsEANZb6ZVjiWVEWjyfAlmfOi/7Z9i6qK4drYLOljYOvgf2Uesm8FO\nplnA7NAL5ZCPOsw06EybyOhRbfeHE5NjM5HabunVQXmhuf7aZcK5ZqXXbzRBx7Ji3lwVU0nAaGhJ\nQcJ7VvfZcYYdCkeb6ab9A633TbrB5EUE3j1rSqrkogERtVPY4n8nqdbrvmEw07ASvz2iLxr9s+k4\ne43PTAIbmkLQIO+bPVpIRiGSAuT9NDGACRTB7OU35w7eE0XN1fjwc5OLN66fvEUnS/EYDodpacA3\nU6DIeEU208FZgBK+IHAPSuIBs6LoNyHloR2yWVqy47Bcj4KrCIjvn0YhBOce50knVIWuM3+VdywZ\nGs0xknuKvEhciDAKIwgBURKAQmt8aA0IWqc9fSN97QuvUbt1YrK7UuteOvpjN96IGm9cHSBUKhg5\nkmW6ljnKcLSbTZbVPOsm0u0f2kIyDFmbEZ2XCoHFgPTE9obnwWni0de5IFgLJTulAJDDNQiChPLP\nZ/k3uxBMReg14HST9cWYpBmtCIBSmhlM3HVrPIC1SnXmkZdrmw/svXCatt+RPFWKkljrSJv4nZU1\nhtvIxxPyW9ary0yiIdhOYaERX1glCCRXEFzIXFZArEHhCCcbhbuDUXuKliBPMe7RfCoM5peG8VKm\nHvJ+oczakcVb/D6yrYhAzoJCWEwaX+//9D//1g+v0/TYl79ZffjVaOzImScXalrpNBEPZADDMMgD\nDMdl7WnJDILMHLNbywZGyMdO4SSAW1nHdr5yIbKhW0DMWsze8CXFYYeSQcyW7XODLKpm1OdMLwxR\neAsJ38ShiD0gSuHM2txrrcriseNHob/Zvf7yYH8FS0/99nB8Gyt2DpgGxWkrsTtPGBQUZArMBGUo\nPzYZtdpxqghI5cPSPt2NvHtT1Frh565f3qIVd0NmwylmYsL0JJs3KaHit+pfsptMGoJSKoFBNIGn\n3jnT75STY4/82NH+eNJ5+PyVzrbWiEoTsrnHrKgyHCbF+r4sX1sIjZIVAd6biPaYkBFHxzjJw1Wb\nzWh2OrM4jfy93WFheTMy9pGjeCombqvvghe9dUR3vL0LyPviSFZEKYP4EVGnw9WWGtQ6c4Nn+t1z\nyx/70KmlQXetefv/ey/Voh5Bmg2fIbOW3EhI/jfoGQiEqBTa0xuKVKJ9GotWlWffkA6JNneiF7gf\nLk+CcosQNEeU/zz4PpztXUdLfKUgL+dGkv2NIRMiAqXJWDKolM5uzwwXr0yeGH/l7FQdt67XhrNr\nGKlyiVKvcp4zRkgZdCQYBa21Zn5VCFpn/Yvecz7TFBUUiMvNUeZbNxFEsRyT4M+PkxOO33zS8SKU\n3pA0gMsgNUEQcljBAwqexnMJHhoY/rjQss3JkNwFI38RARHiuJMcf/PBU83V1dui+OHxxdLrrUlS\n6uDicGZDY5yi0ijmNgnOQWN1Kac6jY9I+wtGAIBpljDcfHMqEXmfmtcIwOxRlVkxCowzKDlQbObd\nN869S7H99goIOvscFnwGNsbmo83M25T5wIGE7H120hc/5G37RzeOdPYMTx5Ss7P1qNTtbjQmIFmd\n1n01jFQpGUR+LcHrxcpL0CBmPhxdQnBo3ceZWpzLQlRcvvnYn6rdNe49g0UTHb5MmY8K5I5hDxB6\nCsOoLOKUpAgySyC1sN/dniilMNmtdLdXTs0cbKsaNtoRJIhRN2ZOFLMqI7/DrB7gZSZ2DDtxMBJy\n55SFPXmavXPSVWtrMScUVBsXTUxx4zIp9u8M0RCYEViVaIcFAKDlVPV8WyDYscjbL1aGlclm0rA3\nnfb6s2emS5fHm7TYboxVI1Wu9UvDehSngziWTpKViuwLZk51JGO8RLxDSywdEpyfHXeWA+xvxIJX\n4DC/hG6q7GoEqhTNNoAAuxn1v2tW8B5kXW8rysKiEbWwcCRNRKSzjAAAcrGS9wUiqG0qT9z6a+u9\nG1e7a3/42WcalUGpor/4YllBhGnulnjXVI7AfB8CGDAjUEawU1AA/P9c5cQq0fE+ASCZfdl2IrKz\nBsDHKoTywjBSDoIWzWAYbQWHhi0o8CmFACjcaguip83TCJZTvIhdKPSAlWJZbTTrVy5D9aSqDVcX\nHgRK66r97KtzvZRUJFWSHy9AwQXZSWDHFHnN5sSoT/sExRxipKYleevwku083r4Sb9FRjLWMHMhq\nwsKS2VxinZPOccJdE/clAOSy9q3m9fqeYwUzglCxUaNTGn/1x2eHe3Ct/AH9gSbVylB9F72cRphG\n2oIrOd8+s63Jjk+gmqNg3wTzIJEdtR869KfMrDCniFhK5k4gBLGtnE7IBRmz4p4bz78e8oEgIgSW\n7r7uC2VniH7kbRy98jn5iGl79sbExAcHa1F0tnXP5l4YRkT43tpzaVUNYi9xxaFuP8PAq8mIYxtO\nlWH43cu8IC9lGNTl7DAk4qQbQlSgrdMkX2IWD77SNutnNriT9N9EmtjiDISr+V6BNhaOnEvBngnv\nPmYA4F0GIjJJ7jFjVGLtXALe1gwaiFJwB4gbRwwS6vnaoNtptkub1T2rb9Rvq/YX9yqYrCXDTkX1\nywmRQm38/WDj7ggp8uKwZCDQBLzn3OIoIN5R6StwgWl+HN/NKmfqmQwRVGqISikASvlMI4M7XFaA\noTgNCsyOfreW4U9nkhVwRr4ITe98sDa6qrOFY7WhT3VUqQ9Ls5SWO/uWNo7WV8er5e78Es6UIkUQ\nJxoSk3dc6HXJWg2+imI3ibtEo0A3MsGG47SnzPPfkYkMkhwYneZ2RYlrEUfHEyTVdVRnCgdHCIik\ni05PyIgzksyxnPQnOQBfFXpB5CCiQbk/u3emMl5T1BzibD3V5X1TsWpGSAo0kta+k7Aw5Z47FMIc\nxYkudkOk678hMhZu+frYycXaQNyAwgbsHc+OyEYL7QcgSwOW5ax69x/iTuW7IemUI0hd3nOz42MO\n1wMEDZFtOmxf+DOlwY3rlUq5N1lOaarZTWG8rtaakQI+dx01UIGW8XQ7/62It5SCJHCxYCnUja4C\ntL3hotF11QRjBbISrzTlWAEAfXGE4X92sjP0uCNH7EZqjXqVjGIzS8kiV+erFDmR0kyrnqbbrX6p\nk+pePVLDtD+oNUgRaFLsyQaVE0jZKJOv4TxgJIdiFY93tJiSM1bRyRGjS4xbMCBOifpbAzazBqY+\nVl1QKBgynRCNkA2NSf2+qWP9sj7qIQAwBpt5gvXkiPZLuNAee+7zg+svDFv6y5/9xjaCLk2nL/ci\nSBWxq1i5+j1vMHrdQYYyECmlVKQUH1PF8btiqjIpMOZ9qVdrYr+ckUCRQtA6TcGhFAjadY+O1gk8\nWwEOkqkKP7HfGEb1wheZ+vz3STwc/uyKV0ajO/sh3wyjqLhTn/nOxPesbQ0Hi1/+TrLdUFGsz/xm\npwRpFDHOcVfSjqQiEbqe5GJAZa2szHjRJ1R/fIx6wOJLy1lEJrs7rxSQMIysZdrzRWLepT1S5t+E\na1yqauHbIhNw9DOmqKRW30zvm1w+2phvtuYmxuqDSOneWq9sYDD/z5tZ20DGeQNoPTeSrbKDYEUf\nt2Y/d6YOmSP/FfIdReLOD9SR4X0EPA4m+zl7ZyUSEChD2X6JXJqocwna3ErBO95Mh24Tv8cAYC8M\nAkc+JvwiMiMRZEEKEZRMENWjt/766YUPNwZpqX1p6bHvf2j7UGcMhud/+TUa9HQ5xdRg1IgDxZrz\niZjEbffiIPTI5x8hytkUbLRwo2Cddy7TjruulcmYiuxoKERdJC1zTcwqSIqUbw1klxYkLSoojrgK\ntFsB+RYTVUEekvedVC5YN0PRiDhMy/1oemrppe7WZ9anWotnN1abi0R3DIcYV8qRZUhvW72fk2cZ\nmicmJ11MqGmU0y98ECRAGowrE/40LITZFwEBY4aLeUUq6ND+6U0C8Dv2RUdbI3qbQxk04k9CwbjI\nUhUyfhVzzL3WOk263fbaZ+54UFeXuu+bWf/qvlnQzQgTTSlvGiOT1Gd7gCyWXVIj+T9BDlRBVGC9\nRDsWDH9xf2bWFllIkHuQRSOSlyvrIt5B9RjUDeDIMgA4WU4g2UWrJCV3RPF1BAr72SY0clKq65U5\nEmOIgwnU/SP3b1/tLpVmD711+a1nuu0qNGMaUprY299zEJunX0pOU7KjUIL/gpLy8wN+RTK1WZGL\n4aPZpoA5wcqpwtkp0GOZThR/HDxS9KWn4DnHTjrm0T5ZinWLYOLRRJVBtb1vfHDox+m528dKpZm1\n1vdXbtSqUaqwwqm8NhcWDcUx7rcqp7Cz/FNlLM4MoYeviNdyh0mQJsl7SToYj4KCcucmZHx/QrPk\n1+gke1gTsdAtWCMrQ8UHI1k/Ml8hPsrJ7Ehh0r6teunoLXq5O15eGEzspfZrkzPNSCEqQo1Kk0p9\ns9f/OcKp7CQTq+Sc+yJLsDazLrtKDhJ5kxHOjUyAHBqbWwb2BmYHYGuzCgnt81TEriPGmmtOhsKs\nzUdPAZ8Y4PKjEBFVFMfxsFyZvLI1/u2reMfmcKp6LtpajCLUMUBCKUUsRjCKIhEs/A+CnPwDkvYQ\nRL7EB4Tm2KjdddxyihVzECBkm3vkfc9JAXLYYoHEEJM2O30+dRZxSK6Xu5z+bLVOxobqngBQRXGp\n0lfl1he/OfPkS4t4+1c+de3Uxu/1to/2OxtbCZZQpyhwJC9r0Ucz7BUg71vbjt+hTIwzVJKFow1F\ngDb3mOQlOwHFkeE5Bg3ZmLHNzjEhbPTPB7ISCUn52c5hl7KCRUyXTK9FRKCMWu51RtIAimMkyLnB\nRNQe71Tqn77n+TloX566toJvvOuH64356V/9/BjVttNIK9QqTUEbTnILKWtiTgBWXpaE4RIJv8oB\niVmoghmyyRCl3bobc9IAAmrSHA8RDGm8Y4gAqDETT/ALSgvy3y7KSNcpFIu8ghadrrA/JY3MFGUy\nI3CYNjprp+fmvmdmcm/9wS8eveNgN42a5dnjCwNS5WBbF7mcj90XDaERV9zbmxtGAjjEv1oEzQO3\nBTlnkV2zUZVny04LwC/bdR3xAEGW7DhEEbasgRChMqgM9E8cb6b9tHr1vv+hfixtUjpG31/+1Hx3\nUDG5X0bA++Dr5tIx06mRiGeHRcg0Q8I+6HlFDGnzU95OlHCsiA51OWgdfB94EcXMHYWnXe+wQNOY\nNchYEygw1c+FNSuV6pqmYf+9+0BNL3zzRrM1f/XMwlD31xp3RlCrlK3/D/2UKzcvu2FtF4os/HZU\njm42FyZolCEXsDuI3w85wacYsmRAcHNCB35mB0LfmRMyAI4XixCANB9QyM8hKCTSOoLFuAK/euuj\np8Y6S4twoD1fGZuiRtqvkn+VjWRb8Pt8jUZuPHnIigFeyYvJsBTmcIKlfIkhEgLJBVfWTelfpB1Q\nDMn7TOHiy4EdilHhxRTict8ZvOWe4xyCDCdlw1EEqCJEAt0c0/1Y//SzC+O6fPrEeif98lOQ9ppj\nqKmnJH1JkoRCP/5OYwhT9N8+J4zgHlQuSmIERxEnFNK6Z48hz8GoTr1dzZdtycEraRoMPyrw5ZTB\ni4qiwUSDlKLmvY0E26u9bnfvgRnqtpbHolKjGyX8KPNBnu4LcCsE472J9tgVypDxMFUxxpEQvG0i\nJ46Clwt+H1myiRL//YVnRAVC3cSAFUC/AkkP6/OfHK5MjFeXVWv7XeWv31GP6gOd9Gt2dxpZB/bb\nLTsPZrRiRihaIpOoI7kyoRsiFs1L5sReB/7dT0ZKnlWHkr+hdxoc+T+yloF3MpfjMc+y0vYTsr3Q\nrPQ0ohpMRBvJ1IX9R9J4Nhm2ZmjlQGn9TujX1qY7vRraQyddDIBcI9ZG5b1IhOF9CdzN4ggh51Oh\nAjDy3R8sSEq3RFZFHrJbUuLn7E5BAE06lyTtm9Xw3RDQd1XYKC34RmSvkeYEmghJJ0OtunuqV6L+\ntaVeH6M2zLWW9WSVyri1EceDgdv1gYAAcmKrKkwKBwRzLoJ3risvfEGXDEHcDAWOGmjmZ14xB3Mu\n2cn/N5eCzovYFFxsPswU+7EmIkqTUh9Pr/zuVmmtM+zRmT9+Ube6q3qYDB7rV/RQRWWTs0EUKY+e\nitUeACBo4ss5bT93UsvAKt6dFpl1a+QUt/+b5DqQNjcYZmvfQevvWL5LygBwg7/ZyyzXjGsx6lSr\nF54ENTVWKdOlb5yfV7PRsF5v/8eVpBuXhhE476L4foKV9XsOO+jZgnGJ+HxbRGrRprzjSeEAHRkp\nb8Tajuct7KLcxKL0HtzZKPK6ZyQ6AQFE2MHoavm+g8lkD+Lo2IOtw5XxYbuphrctvhaX+70yonEb\nie/Ixv536G+YFAaFvZLkxfz1fzcdAQAg+8TcKZtA6PuOCPw00pzffBdN7PR5HhK67y383akR1rBo\nzkbARJVWH97XGOi038eT339jfGGyVStFtZ/94hXoUDWRqZJN0ghyQ0amHyTKM7Q2ecHzRZLHyEWN\ndlMKn6QMJzB0RUuVHNDZdStvszOeZQ4A5spaX2zLT9kETiBQUwGShupWJb3lKPSuHNE93VSrPdps\nQFvj3EystqOoF/NriGhuaLNug0xBO92hUUijeMF2D/Ok6l4oPltcFI2NIYSK2T7mTMuiNv7/UZzS\n3cVzhnDTJBrGXT2mlr+41scJ2ErivfHa6lZcwbjdj5J+Q9CNMg55ToAYhXasFesjk9zC+C98Vzqw\nSO6S2AnAFIdOgWjLEPw++9dTOxMI/hmJKYRmSpbiydqLEGwgVJxfwW6RXB+R0yojkgsItCZViglP\npxqGRz/+n/9WC1J1T3Rp/NX5hydL6cm03I+hqyDVCMrkERHvSwj1q9F95DJbELzTf7P6mjJUG6pq\nKzLSzDwHqNNyuvLmZ4c0yLdfdmRfEJWG3sNe9yDzcfgehk8ikF5p3Do23KTG0e9pLbaqyXJ8oItT\n67iv1il300HJPOZVN0r5p3Z6C4YTroFYYoXFI7qCRdix5He03tQVnfneM6aKuT3zeq6bmWUZ6QC0\nDxEg6nQKt1ap1dwuf3ioWuqebnm4euzB4ZUBpLVSHVXiv8X9huy4CExy2IiO5jpQ5P3zHXHuo91D\nfBNj/u8sbhEQb7IKwXf+YtpjG4u/9zPn5L7KtL59rTp34emWilq6W1H1pY1aq3L4IAz0lk5cAkNQ\nYyiPbKwElZe9HfTLHyd/WTQsRB9VhvOyw3zYovxG/3tL0SSiP5vSZ+9JB4iKjSYSA9Q+YspGiQC7\n19ppWm6kay8Nr1zt9nCy8/VarQ9t6stemcACztRORABi7RZMWlF/MDtf6E5ssXjG54xsvQXvjz4D\nb9TiyOcj3AqjCxNiVifwH7LrcdSbILTID0ZRtD/5zOQnqq91k+nxs197aXJabaSl+v5kvlSJldzw\n5Uq2g8gzpUa5rTKMw/ObH2fBLNFNgV74+k6HThW/NOJzL2N5xzbN/z1His0gdFK/uH5bBRFEUdzZ\nG//n8p9X89VjSX/p+alv/0DzWq8yu+eZz+h+BJHyr18f2UHjxfH25u1oXBaugbEy3CY9eltLACYX\ndfePj6jEcgzBTaD+dyny7Aw5FgdU6xVdGp/q9Q8eXO8vXJnWlPZaY91+aeGFSi/tF+a+5g0yAOMS\n1MX9zojXoA9eHaPa2l1BQDwKWZIxRY6qIYb42dXSnCpr7idDuUbRbCMwJwnLTAiwk3q0nVctZoPT\nEv4lGNwF8zcCABJoUIQqijfj/3g1fWC8+i26h5aW/7j212aHNZ3E6eqrv7yKWzVK2E+Ugsv6ROkE\nALmtJOZT75pLh+rJv2nc9iczVaZmuYUrAXFRFYjyzFvyy02vAs7BFr9CliyY/dyBe68eMcLt7jln\nnu2GR2QVlCJEnU50uodq6VJcnl+++vw9D555dTD9CNQHnQPjX1kt1RO5LMtmuJLtqv092OhbNMRd\neW3C3aXGFqJig6I4gkySfFDwwk0VLhp7OY/m5OucuhKedqpMIt55u6OgR/yqUghAm63+ZvVA69Uz\nB5+8+khj+ZXxqeQbtLge6bHqlo4TJQYe8j8WGKD8KsB6NDq8aVYAMLuQNASSY2NHE/S+qA1EjG+m\nUcVDUfCA4vTzbBydmcf1BFDSJs038pTnNMxvdc12lhzTIAAOqDc8UZ098tTaXc0ubh+vza1/q1GZ\nbg4VxioxR6SJJRAym91DezNO2CWHgttgKACOONnTd52PmGdRzAQWju9MGWFRpm0M18g0nzdrEIlI\np6k9/gcNpRmcqG7uEENhca0JVFyPxmc2nzh324Pze2rnmnvSze3ktue7y69jWm4Ok1JK2rhOzdZW\n8d559Xsbdoqb27k/hRzr/42ClOxzOWDAz6Ho0506kzXLzefK7nnPci2HybIjYC1PorZMkYM2d1Ek\nhg4EiP2p8U4/Vlu3/vTxpTQaps3KSnKs++IVJNRdKCfajl1olIL/rPLdscVdEKMzPm2unAWpmXkr\nbIwA4lFK+WYqyZw7gHIqiNt0EcJ975Yp3rfM8lmbH5A1qrLdCVESCSZL+9X1jTunyleObsMi7Nlz\nKdGQvO/G5OE4KkFFDx1g5jWQ27kECZpEY8q0khvjzech2PnP8s+BFaexs5LBtUzxzfKF0KK6bMla\n+Dd9BgGMS9npZ8CCkxN27AuhOfM4GvT3bv3pwQO0vXj0xtrhT11cGZ+92J5cjOsdXet0qgPw7vI0\n+sf3xtptoTs0vrtoin8Ghl2DMMnGPlbYGkHsbrEACO8K5fxBIPTJW3P1ytKYfR0Bzd30CMguYrC7\nGE3smkB2Rcr/zL5oZzVmck64Vg3KhN50SacRUFQqR6euNDC9oafXjw1f74730qmtyrEh9hrT3V6D\nNCGmGlCZOAeaw/5kKATAe2lQ8ceyHzlitOOuqfPmF9DuWw6tK4dFyBgzwCd0GO+I4gQnFOb3d7vi\nTb2oaPGI/MOpHmA0bNEL5i3xMXlDkEdUwZEz8oukkMhHJvnXIodIut/fnnnm1+/be/XfX7jlpYmZ\nP7lQve38GxPl+SeX0+F4vw/u7k203l1n10uXjMzKJgA4mZKR6YgASink86REx2V8aAXaJosXzYcW\nGeR8R05WYdHHSOInNOtI3gMIAAWGB2WsHkSQY1CF1jMGnwzY1IcApJBQgTnIhys9WFv+4p23T/y5\nPWnr2+PXt5dun41SPU74xBd0PSrJFlotVOB2Orr/OPAZzJg9kIGH6WQ6oiyWgZPyIzfcbFxUTJVg\n+6H2ejJ6p47TmO6wD+SAJhIfqh9MnnmswBFHaO97B6eKRSABQQEIcVdr8ZozY5AGUqBworteevDB\nxpHOxMq+U09uT1ePHNuagsqHqk+uNmvD0pAylOjxpAgk2QQWgAMhZUNijkXMNGp7yU923433m1UD\n5gmXRBD6Yck+vMNNIiyxCKxrwhNKJPsrnUKwk0bONcp8AP40I+zECT7KQgAgjMBAfSSzZYIiAIKV\naHHy/ojiK2rvuH7nR3uP1PRMNKy09LvVH272FSCkNpGCmGhAEvO5UdkclN+o7Xgm223LUFyKr8XI\nzgrY4fKrAdntGE9QiMrzqxs6lkNk+ZnwFaXMayGDkDcetHxptw1YuJTpgOIoCUaRyc22aVME0Liz\nemT2pTipd84tf4E+3l9780o1hfHN5Vt/eFxFWnk5fW73oxHhYKW3T74Z64tJDP0nNJE5F2kHnaB1\nQJmIik9d8tfAxTAQYAedkJHSTifYDyS3zX8ARVO4SSdPGjIXEaJ/FFGhThBT3rwSgyArBDM1nXOD\nvXeq9svz71zt3NYeps+8v3x1rLle66aVyavVns7udkcgtyPU0wkhyvH6wUa2vVLYbvAk5q48s3h1\niBwBBNnmgrz3wA1a+rczOvKmTgSSOKwQdJrqghSVjKIQjTTCH5JjgWyCrTl8A+UDEgXV2tfVg7I6\n+7U/nTy9OqanJnD83NObN5ZmE9i3Pay444DsJFpGGDF1fqcQ2UviddvwiU611lprpzlM0Vy4hrxi\nzMEj50aMfQFnZT9ZbWAhsTaXxpNiO1ROEg1X0f9bFg0QfIc1ysp6i4q+DhEQavoVa02olErMiWcR\nKh0hYJTOrm4pGvuJ2xbmtnTtaK20Mnf04pnD9bQ87E4oShQbRyJh7KYRQADQpJTJtAoy5VB6hNwB\nzdrTqFRzybKZEc4vQqOpHFfY71G5I/wQQZGv5R2EQgg4wQl/n1CECNhfkBPgu3D4hXQnfJXlmOxL\n5L9st8ITkIqUUhTNTrdgaaU0PAi9/a2FlbmjpdJwLb16larT5d5m3TikLK7LFKVG+atyeN+OM8xd\nyJE5Ov4hH9u68TjUn/H8BVd8GTQSvoz2+CFL2UH7O80+cH3BomZ+xeyn8h4LEz7wWVxUoBUoAFRq\nuNodH9/u31/rLo6jrh/eAxcbezbjfbpbGZbjvgKtNJKcfuZQl0PFTFrZdvlfH+gzLgsPTwv7LTt4\nyNgk1tEQVGPH5B30BoFiFq0Jgd/bHNNqjQ23RrtNGC4yZ2D04gkxaD78m9WgcSPwGEAh0oVa+p3m\nUSrrrY3BkdZ4tPxm7a6a3k7qw0pa0qgY5SNvWnNiJ7BPirrBwQb/EwKPFYN+eoNyT1h8gsHNbs60\nsA5XACi2E0JXk4BtJlkXIHaTVlQC1JRbKwLMLE+IssInUZSgeSNRiFROj0Xzl2FqGicObycb7fTF\n7rtwfVxfvDfWJdWv9ghIaWX3lIU/0Y00W4zhYNOHJSQkFu4orS4+JXeWYCjZtYVJ6DiB3wv2J8gX\nQTME/nHnMhPIQCznDC4aFmSXweilbHg68xLydkejjmyKPJqoZP82ev3BwdVhb6IxV+mfWd+O5tpx\nvdvf7tTqw7jeQyClkRQafeIlWJk6iWV8QURPsAqiWJ7gFiMDZv3kHf6Pr7B2lw3YBwiAx2PPeAKA\n4MZBRq5ZhSLVWl4yCjpLD9nZ9J0aeeomcS3nFGBQn+m1aZGzvrRSGhH19p7F/9T98HgjSXQDN165\ncf2db23ta8DZaEhrOimlChFQaYOpvD4QryyBypzX6+ZBjATjYZbr5YMZlSS0sMdGD7hAtq8QREHw\n2miP4DOcQFlhZFAUmoOgZe8L3BRpZ2cTs5xgmxutG+wbxBRLgEBKmXhgrbc3/fqDp1aafUpW5l/a\n/s7d9y51q7i/2/jTz5Yb89UBA0hAUBRkP5DTcB4lO1Y35oSsnK/QxREP4O5bgMz7VnWRadwtPpDs\nL+ApsLCWLzYSWmEStxlDKFqaBRkKvOC4AvcSUW4I8ZxC4q8L7QCZeOtaByQCdm6jaU0BYIqKwOx9\nV0CEmg/iIsQ4SWqDqepLp356Tu3pziQrrbe2a3G1U2lgb0b3v9muUYyRxpQIINJEqMy+ARL7Rywg\nJIrYqSHedblPmgAohSDviHy+VhZ1oVsU4HaQQIF2cRRhEwJjZyGgRiAy8Q4qOLBctL/Z8GzJBokn\nKQSdnrIqjAVmAwpi1yDYbAQitxvPdsa1XRAGR4BufGri3qgPG6XGoQH80GuP1puwDeVIxT962xeu\nlVLNo0/57G3bFyTMgDr+2/Mb+794SxCmTxQHRzEDXDxIkB0kCNHHLJlCA8z1TKbX9ZBCQW6E00j9\nagWfb0nLNj0iPiGYNAYRPve7Dbn56EYBQAlq+1RSpjn1zcbLDz/UH/zWgfdNUB/76vSeZy7XN6Xb\nGlgnUFhP0B3O3SkSjh65jQg4h1gGHTl7DVqbgS+Al7AMACBhHB5NZgUVaoDIik/0awu7ZhQNCe3m\nx5j5yHdcERCYMwXMjRsA5jgyMydGPskE2oMhuCe1chynqntp5Y7m6w82aouXHt5YrQ9q/WRYqrRK\nUEo54GFuySPRriTAxcp6XgIMhE2G9ayzznsPfLp2hlURH/i4yoAS8qcc4uC8UHkWAbRCBZooch0F\np88g206uUfu7WdlsjAU4NiBMha5+OxbLnr7tCECRBqRuezAHtHERv3ToztnFYX9lcPsb3zx6SzpT\nA4oxKfcNp/kJ18jCPiOMpAlCrx23GHayrB6VBzy7OHhvNNyTbDSBoSxtFLBLyCQAKXuir0IlE4dk\n595GALzKrSsFCxaIY7z+395/YPcHCCOAnDpovPD8FMopmsownEI6PtYpqfLsO24plY6/Nrbv1tl5\ndXimEjdSncYASnOzfBuC9sFMdg2YVjBw6TpfkMNH6H/uaKzIlxZ8ws34JMz5nya24XaZZBZNIWkN\nqCRjU6IhHGcpWIURBcPO80o7dzUgZi6tAgAADeLF9tJ6wBgMiACHpwagB9HssydOvXx4on9p8+Gt\n0jtIqd5Gr1Tme7EM1BdNFqyAWwg7lXbCRgwiK2jcV6H7gyDge1+KS2f8xAACioXbPM1AAICKtAal\nUNseIkkvs2F7D++PXoxc5wXc2lkgv7cgGZoWuPiFCCtRuQIa31sql2q6eejB4Z4r87Q0F9VKUIWk\nuuXgKDqBa0RKmFxhwdKOjjDkLfz+YoqzHwNoUlCNnZxQlwKbD7GYfuK0UGRkgUaFrB1FKnkSW94h\nQoIUgY0p0QjoLatdOuk8SWAfEYiU+xYBOMCBABq0/QYBiSSmjUhKwbDda8RvHIn7h7YGb02U22XC\njfbR8YHC8oDGBjObwgyKz9ZkL7xJPvNmRy6RNz1HyMl+CUWgwCjzoNKaJPLjDVTQpG1D4i5so0Bq\n6kcBM7J7M3Tp+eu0I2HnJIhVgDdhBy9o4WSra1lbbzuLMctoCIAK9DCBqKKuAf7+7w57/Wb51HZp\n+3K1V5qO+8NB52IlThpt5LUmLfFwv4cFubXhMLxl8qQtglV/PKlvsyBA1u5BDDcOGgokIntTN+Wj\nkv7f2U6Y7AWEUEZmi4TJyQ3Qi5hINrVrz2k2vhmQCBCmjp65+smDTzTbUNo71O2NZq8XUWmsdrUL\nEBNEpvN8jFHG8WMsxCCun5sur7jkhQAEhXVipuRrNP/k47uIym5yAO62//2OueP2H/u0PdBx5EvS\nDxRaEIXgFhcRBTIBAFovjgFQqFVcjiHt09yLn7v1nc+db6+o2t7BitrC7tpmhLg+14OJjhoAgSyC\nXEQpEop25oSQttykGvwkSRXSfTfrGP6Zr9aMgxiFkNEHnLrhFaMHEcFL6d+pp/63VLTOI94UOeM4\nIaC8yOpqNKmcyoQjOe0nUqB1Ky6d/XTyA9tVPahNbn398vreg2OtCpQfvxCtrVE7GJfsUCDPch/F\nCaEw8sYq72neaUg3l7vFw3chAykx2J0mRmEETe8o9zxFZbrn9vzt0DlkJzaKtOcmpB4Fxnq1k4GM\ncpCtKUpRKRVXO5dKF86dXt2sLB1Z3Hpz449qxzbV+GDsUA9/9zOtrmI/nfK8llaO34QPnEkv4zHk\niSwnjcVN7pYl856f2xO+bL62SEoblcJVQnDAiOA3EyFX5BubBZUChFCVHX5yctgO68DBOQRgx2wo\nrzHIaovZwcdxAXGSqO5bvfseavb2LY9T9+ym7qUXK3OzVUUfrfXObuyHLhhopzQjEY5hsOgNzYSC\nYj92fn+0GAsQioJBOxfrPQy3AxCQPWonv5nhZuHjXO/tbO7MCU7OoTwasLt4mi2WMBaNxbERRkDp\n8Pjgh9+9VFNXF0+ObwB8+Nw7o36r3Hnp2nM/dOtfuvUzqRwOjs7dyM6SncdlPMf+B+CWzMBJTw4F\ncbWbzNeICfUWATElBARldqIBr7jdr6DNr2RYhxDAXNesSc5JEqYXD5/AK8WT4MQNe5M83xAAsw+Z\nXH0EAIWaABRxv4gACBVgEkMCje1as3p69oD+RnWq3Fu5Nnvixuy1pWEan/qdL3yidLr1qUEpAUAg\njYDKeCFJIZDJ/wknmV2P/JeXh0QAADGQBiKIiBxtGPiLRIDabHHw91+70dp5QUsHGtDsavQeivlZ\nJ53NHFoVwU1SqCCMVEBQlA+I7q6YGlFqy5dRhGXcX2pyM5ndvFp5CN/oXHhl8fLW6w/E3U9Wy//T\nPYc7wza0+sGceL8UXIha2JrNvt4xEg551chqb+dieQsBJLxpEZhtT6SU/I3yf8lO4xXG7KXnEolz\nLOyP1X/QwCmd+YL878OnuR4NoAnX9lWgN736J8nqzCPvPrt08a49Y6vfqhxpfWi2O9gDG+M9mQom\nQfKo0VJmUb8yhcASaaE84f0YIcpU0mahdCfiKLf0JvY4B2wYOewZCm5yuh8BJGI9ooRgO09pNtya\nyXNyXfVgsLfOCpAoBayU15+5cf+JxR+EXkNNrVz72BCmt8pbT/3APFa6ut6XbSzyn4QEnHlS0E+v\nKG/5jCIuCJaYgWTMK29WMvyR/UhilEo8tEzVwDaNZNwhEJESPvDBJDLYywFrkflBP3YwYgLd538Y\nMiUXs/0rpdorl04+Ojn2jl97prJ2Y/X1s1/od5qHr7z0EVW9/Koqb5dz9fmtoOtQQX9yRfz4RQ+j\nyJHs046EgF/mSjzgzd/FZg6Nc6CIXNHPhJHQJpJxTGlrHIzGHCOwUkbDFH0PyJF+X4NrZTKP0vWo\n3EqGU5ebqrK9PN+9WJqevf7VmWqpdCjuDupdU4mdeT+snCHbYvUjOsEFOooTDiUNIqyPSdxvlDyJ\nauYQRURanWD5wSbe+KJH+krmxm6wmZe7cPSF3zsWYRQ1Qie4ijPZMpoUosILrdn+5qBd/V9XvlRu\njb2r8fBL19LS/zD17NgRHC+l3SZldAIUp1XdFImDH2qnQnpR+VV0GCuj48jjEyvPg4Rg97DVy/YT\nJJsrwt8JRC2YqV0UK6czeU5ewczjAACQmmhwNHN9ZdDZgPtXGu8Zw/qbC8OPbD0z3rxQPXc5eXgz\nbegAubtxWCwUjjffA7cJHmlUB82LCIAUKOAMlPSakfossQMAQByB8Zxa+CMoll8R/ant33ZQ5tgb\nMI7dTC9tyEby8sVNodAsnogBjvNDwlRhzj5FiMmDlJoD9pqZEDXuX//ajeTdd8xf3Lp/4bPvvHbl\n4grddVgt0i2v//ahQ3G/XOqpeJhGAIigkTBFRNFg5E0aRy04exjt3jYQZ7/MNYDTCiJt7K+oJA+L\nT9C2aiLlrIIUCBE1Eh/yJEeSIBGZ04yLbHC0tY2Um7LChWLfJRzJNkEphVWZOBq53nvdsC+SXC6t\n1eZdt9WfrSTfeHZs/R2nX7hj6fq+7S/VP3jHUL3zxmb5rqfMWc5RLsFIasxxbhF4GTHkgrEWjIcs\nA7qH/KwZjvghmIu5MT+Neew5kh8Z7xf12LG85b5COCoxJgDvpICCCgmAIiBCTTijz07W1vc9sLS3\n/tqDzRW6dKy8/trRO9bfnP34nu0kHVtVaaqAlLYZW255R3fW+2KX2Z4j5bAkk3C/bTKtTblhqxM0\nxATWuWhH6vcrTzHhYxbvF48KOXvSR0JZ9eb5dp331GF7W52hI42AlMZzf/yP73rPXZP7StcOvvSt\nex47q+ar9RPpGxfPnv2Z/U/fmN3SJRii0m5bAYJxtdhuhcXjxLdXMOyp/NQyzQGkIkSQDEA02J+Q\nYgJAX+tb/cH/+bjK/7krUOGoS+Rr3loC5zkumgDHvgoBkLSOSaEudd7c+0OD7cvlsSX97jeiboKn\nut2Jlavp0fLRwZdeOQ3DSCOQFg8qBv0vJt9MHJ58neA9VPRivpjcMy8G7UlC613kOY7JDC9szH7t\nViPfcB5o8N9chaMQNi94WUJqIwFJ3BIJmWJYH8MzviqOqqr/0J/p1JJ2dEBVD/S/d+Odd5cG8Y0H\nKltTE/qhha1hiVDuIOX+iIMl9LT7FFyElm/GGWZ8jrXd86yoCczOGrsazAloKJKISA4iDK5/LGp8\nB4zmj6XwHZJsZP6MAh3ip9v4wVa/N+ZXroE0YG14W+Nc5QgpHbcuXTl26+Q9g/WJqILzNLc+8X3w\nayVKIEp1RC6L14HCIkagjKX/36sTRLw5eOsya+SSU+SQXwy+xso24HVjlDgSes/XwHlKPA1KgFIe\nAHGnJb4fmkThETwECkAjYqVau7W+t9TeKOOZiwN1rv51dW3yHWPlUm3QaTRPV/uYRLEGRWm2IQx+\nZDHo24BEBZWG46G85gGQYRIpyYTi1HgymQ/G6HDYioy8ClLgsmPhvVwUhV8hgTliKEXj0NeAkXuR\nQBMqAK29mKhsZmG6RSRQzvYkSgGBaj0dqRKeHM4eLG3+8lerpz5y8PKJlb3T3e+8a/EPvv+lW9Uz\ndyXNkoaoBIQRoOIgggJt3btkwSJCRIQKiVKzWxn5gGd2xzBioPyue8/O8GSyi0dYvpfsMB6XEIXi\nVxVpCFNeQlQtPzAPWL2nco6wDKkJMMs+lxXAckIhKyED8DxSMomoqpMA6qGOkrW+mrr/4z+TPrZ2\ne+no3s25g53D19cm0/WD41P9ctMckesZyW6QmdZFWxk5SNrtlMoNaaciiQN+8gVHBMPZycyD1Qmm\nnTArWSbvZiW3QDLpmc/zqMrhJ1OMransw4W8jKCiJEmp2tzeXtS3n75xT7V049YhqeunZp/7IJxa\nx/ZLD5Um6ysVlZKORAM6RpZGPXEqS5AFCH43R0qp7AwF0J3AHbc54n0KuQwpmCIA8Lyuuy72PQwM\nkKKj8YMxcGayPbNKEH6QPAtAyXCoVVyfvkZVpMnJ9nN3zy1+i5b0wVOlwcbU//m7E9OtKB7GZXbM\ni5jIXOoXoiOp26Eyv5vZVISwZMflU7pL+vWPwQ05ARGVd7vUKFPFSdCiEnjPve6jyHYEsvuVMqMh\nj8S4Fgz21maiwQoAKikC0jCtR1uHx9/YOvje1+8t1XF2e9BdbK5s33dLs9brYWPyzXEjjgkxYy8V\nFcHJ3EaIzwrhqzf+cNz2c84QGcUGVvehl/KC2eRikSts9u3Qf4DgRfMeWzrW5ZW78grDgwqky3J0\nJmdKOgXIptdAUxSnpN56/tkXl8d/6Cff/bX/cFstoRa2ewtzy4/M/O4dx2oJ1WqYalTB8gftByyv\nhd29xbAqzX624/hDRc1fEMgVsZnAQKZHoxWzrIFJXds9crM6IejjyEiWfK5NO1o42Lph3ZgQELEU\nR6gTHeuH/t47+h/4oVLvfe/tx51aaaqpuisTf/sXb4ue2tKKBpjqOOLNl/7JjhI59DrAIhStCPXb\nvZluFJEjR+2E4lOEs7v0IzySxxQVVFdgobE98fbgs+A1bxBFi0C+LaaJ/wHOWMRgkCj3ugBprepT\nY68NP/xX3hNXk/WHD1yZPfN8u3xk+MgLN27sm1quQLlUAp0q5SxPx4Dg9Y17BmYNEACNLkI/PXRn\nhUiZYj9nsoGMXs49R0SxMd5YAitkBxMAmHgzpCwlvbwa9NnLOoNCjA+JGwK6Z4F39xqLJPKlPmlU\nCjh/HzHVQIBIZU7SjoAAUoDKoETNYX1GP/XWzx/8/anxOF67u9efWylVnvq+2d/4wM//2sr/srRv\nfapbq/cHWrvrEKSfopit8cdxenFtKbtuIEg/WAkLHERtoZlrthfCLBNyYVJgglfhohCAjayR1ChG\nvvUyFZc8deTw94iSUXy2AU0E5GLWxLtMvQ20RkBFpTiFZNBP1fir77vrP/3tb31/aen+weXb1HP7\nVq/82B0rf7p1/KPd8b5KNRutN+tQMIbdW8wCmViKGUMzF8wDf8rZBqDcF0qMFUFp9k7i4qTlfGe4\niKECADssnjnuibQ5y90XoAgAWqeau8GZ2Ap9VkJETIiACOP55AMv/sb3/HhD/dZ2dTW+1nl+9fat\n9Vs2/6/NtZfL6cXzE6lWaKSKA9tF/fYm9e2JXGBoaxCoBrMhRefEDTBGNZcvkxzkKFniiIixA8He\nSZ+SYjHKSCnocSbif9MBZeE4Kg2ygQDQbN0FltN+1jABKsBKBVNFz3/0/t7R1aW5TvTFlZXDN24c\nwflbDi6fSKM/fuXQskoDXZbt8giWfZucIwCeJU9g4ucfJ3TGm7yNYM+24P8E2BJydHtkBD73edY+\n2Knj/lJ5viGp1kMmaH/wMmAJQKMu17t7D3xko4rNow+t1sevRJMLtdmPteD4bTAc1HHQHCCoJEV2\nHHg9ysL2zEDe3hrw09r+4Y7uCfMtyG549mGXTXnxOiX7BiCY0nwpdCUJ6sCdYbU1fCgzYE1EiuEA\nP8VUY/MTAAEhjYhI1Vv6gahfx1L/QKne7R3/qd95x4MHMUXoqfH1hD4y8RUJVTmFTOiudc3Ptsab\n0k/mPburiwD44lP0HHjBG/ycY3/yrbgY7CLarDxrVxTaz9aGC4ssXUESzo5DslhQApFi8hvSRwF6\n5qAowkSlCqNqefy28vzxmCq96xeXG4/e/eS7jl9YOzTXbS2VUoL7Wy+uRYAmb4QyTrFRPUE5AWCX\nPTewTTlUSJilLPC+k6nzsJo8G1wPLwDUTIadhFwp6qifXLFT530+83tc0pqEWNjRbrzZwbsIkQIA\nnVLraD099zQs3jv3/H1xZ33jysVqY+PFJ37gHl3R5eH4VAKoSOkcYWbFkT98hIKDXvNdtR84R4+Z\nPH8RdeZZAHPuknvXUbx3HzNPEWlEiqz1Tg4Fm8liKJAzwxEkAgmAACkBYCQn7BrpR7wbzkyn/DQl\nDRgPLZb1jBKTtJTEcToolTv1fnzj6x959/7NRw+ejwfjU0lzvPfC67OHq5ePxr2GwvKQ1FB5TIAE\nGEE2yIOaEJC0Yn9mmEacOfdVSIypWRlxRwxh0ANFVvLY05xImRwsUZuSgUKF9zFbqS42W+Ejo4oH\nRwKihzBT/Kb1YOZ35HSpnipRpVcZDFfj+NFT5eZgdqOfDvp7aDp5qfmJHx1rbVaWy/WFMW45w5aE\nTh3erIxMFjdLQNnPLbDIvyBGGAioQRspRCi49hFFLwLaPDW/wTA/BkbvglRKKcjgZQo+MCMtKrKr\nNBRGiAhQiaMeqhnsR831TrOBFWql96criJ3Z4fWZ/d3l1kQrgqbSoNl5lp0S9CyPnQsWjM+ifrvr\ny/SNwVHOVR1GzVmTmL3RID653CLw3iKyul+0uRhlN+m4dFqZdjxOMLkFYNfZxwCF9QDYDA2QgVEp\nhoEeNjab5dLcjFK/egYhebXUJrWBc4Nt+PbzabWkB3ETQCwfmSZrSYK/a3encegC4gJxbXGtXoIX\njK6P7JBkRX2sWiCOtDmQjhTfaGykiteb3QGIjDVGzLHSZY4Z3Nw4snaayeLpRCrGYXr5QuXrqjr7\nAz/xqfMf2NeszN6o6N7qwYn299JLB/cDDRooesRW83ZQm9OdkfsbgLIxZdvAznPCc4EAqJHQ3m8C\nZnrz4siARcuBWdR1s6H4/Jhxy1rWtcoC8++BkYMkvk0+0wCFltJIV0FVOxODJ37vM7MvfOETG38a\ntwebt64trm6l0Hv12Xh9FVCV0LtxwTTlVmU3jnnyCT4/CPsUd164IC+WPfZgCUakg+uICu9jJq1s\nOlOGnkWVjOpU8GDwKFKwW3PkvgahuIJt2UhAUKlu19PK1PjX/p/Nz3zgHX9r4QfeX76xZ7u7NSir\nPatp/Z9M/9K5Jz5YpyqP3mN6cii6UOWGRTEUyvcCvE0zbm5kibOrgPYfcqBPSBClrfwssNgi+0Gu\n7IRqrO6gcDNX8azfbC6c4iDpWx8S1ah9/RdP/ZXO/+O1D/7KJHzuRpOizvXW2cFbfwN/db7/UBmj\n+Xx7DmTshhOYB4uAixw4kvkcitaAv3LUIBdBuLdQduqICkQA5KxINDd+mFPQXN3K05YyN4HB7+kp\nILKbLeSmcOS2tRiYzKNue5LBbOzzodTKESQABaoXa5W2sPblux99/LXJY+98Y/yBp7732sxmnJ44\n8dm1f1b6vS//whimB2IaIOlSokzQOrRmvc6jAe9RCiFFUOZXuV9OzsxGACA2n4jAxk+C+6QdDos0\nOwJSzo/W4NLgYtsfl6Rnu0qEZtMGUu5y6FFFFNXbU4OB4nMAXcSZp1sGlZiIWgP1vS/UfkTf8p4n\nrlz44fFnWifeLC1MLC//i9v/5Oz2L/2rxT3VGDGNy5G92sNvK/jD2LkWhXn877xJBEG+qddl897b\nOGOBQOpy9cX+ZIn8QpLUE110nHRh2a2cyS5OFgWararWp0rOZGTfUR1AYe3KlWT5Uyc+Prl69NSj\njeqv7LsfXsCfOPxTU9/6hbk7WqXmuS8Blnta61Q8AX4EMN8+eSiM+8FWlb1hMGB1XhoSnHdz6CVV\nZ9aLQk4AERRGfYgFqEAB7pBtsYtCo5fE9t7zaJnwnkZEVHb7g3VdxFGiMY7PJLf8+Rf7s+0Lc0n5\n+ejGhfH163sv4+2Xrv+1k5fj5enNl3ul8tC7FA1Ez4piFQoX5ZonInRmlrcAZF+TEOTbjMBbVnNg\nyk95AbsOhipsoPNtNAHerVFuPFSAMvzvwQcaaHghWwufTqtAY9qqdx++d99Uv4O3bU/gQ0t3rHzi\nlTN3vHPs2sHDCR5H1PvvPrMeEyqFCeeWepBYEnFtP8waIfj5VXKWh9dV7YieU8QZN0OewYrGyX+T\njR1bZW3NcpZFJAjf3GKt0zRNsykauykFCQgjSmBnGn+hyYVEm0Loa8kUMZkan/4bkyu18clGuXZu\n/czG3Z3Hntp/x/pr0+X+YAMqtDrxs3eWk1RFmFpnyc6wmrK4ie39ACIaj4V5Shsgw0ILXQ7qbuYG\nmJO4dqsT0P1ng/1GHo6Kr41ogKnNk4H5DKywSCK44CpCMIet8W0+4OsENSRFM6XmsaS53dbbg6WF\nzvMH9/d+n+67vfdstdloTW6WNsudQyefG0Q6pWFEwTwW9MRiy4CaWTDIZ2jO1BBV7QK/5CrZeV4y\nLcrHCJA7dMrbfGXGrUDt6uZwJzZFlgVlB7Rkh4pueLynxq2Crb08pHjYGgwq0dJTS9cPHX3x4cXj\n14ezJ3vl4WDf9fip0++KrlTj7malTxElUZSbK8xOt+12IDNFfGWe1lYiSdDDhrl2W8zjvjfBbBJB\nz5RBRCKlZL8tAkmukMsR9VpMQjedhbLaiG+3sAbqmFNRBP8Z6YNAsqnC8B0CACnUGhBLqU69GDMM\nsZ4kpeEelU7vgaO492t0y/Mz87cPr06cX2h/79Y7t5PyYG16szM2rGM7xlRpIiTFp8n40QXjD1Ys\nFnx8b20KRFIsURXjZY0uBFkUibOsIkFnqZf3RXNcBcXDqxHBy7Yg6aQlHrbhcCeJpDKDc+INHc63\nA8/+YnWh8/hmKsqodCynkKiZWvv81X17DiTTlx8sdfaMX6uvbOw/cPn8wycmkvKFmSG0W+N1SBMV\nRSy7vXEJK9hR58ARuXatvRJ0SWBSIWihUX9lpR1IAyqKosjkDYE1hdn3L/lIzqtdUBS6CATXbzSh\nrEJBgk84ZlEIxnSOlFLG1W4OqdVk7rs186Kw3x8O9QT2j0xVb2lUz48fXWsuvbzVmDxR6R2diaeg\n85snalegpZo10gSImqBIXSLxkehhXMD10KkokEuwefLNxBDYw0fCEgCqos8NS7jIg5yKbGnD7igy\nYzbf5SglX7JjYOHlc4INaWEgZ9FKABtg9SiRHSj+oFRUStV6tXJ7eRPgOx954caBrSWoXJtbUVNz\n4yV9o9nHR6nc6kRpFCtKDc6TSbD9JGcIhGTBKldzAiJLJfetpzJFQgfFd2vsMFluVykAxSiRYXFb\nYE6G7IRsTKqI94ri6StIHHMyoKDIhjaLhY2FiNoc5U9uxwdid+Ny6a89N7d93/s/+flLw6cHx89O\nNDfjyUvDJ/638o9/6NeOfGwLklJZxwipd4kseAI7KEFyornexEhSCeRzsrDVZBJ5L1bx2cr5J++L\nNhX5mdAmdM5H6UdRpIxoErc+yFaHHVrKLRHyLi3M86XlEQTLjnxNgr3lmKvgTqFXqfkl0pp0fTD4\nx3dc2/PjRzrfd9tdrfLM8K0T8ZWFxdmt199x4tM/dedTNAXVCoFOUxv7MmLVpCmaBHR01QZpi3an\nqF0vDun6qWio1Ch3BQWfe8YSG4wmyUFKqvn+hCiK5K5nhYqnRVq9yVIbsUrOmONBgg2nFusEJxNd\nSIRE9Mn6AMocGv0CCBVVjpu31S+O/bmjPzfzC0/D0foYrr/1pfl964u17tKHPvr4f5gcb2/DrIoJ\nEVEptFPMmsUUBNkjiODNiR1tyinyPmoE22Ebq8jPzk11QrA2RMbTbAZtb7NgYMpLcFP4axbKWdSu\nah3ykK1N6MktAUjQ2ehS9K40sSIIDHamNNFDmus/9Y9u+5Xzf+PqHeouOBtV1N5jg37vSPPUz116\n7LP/9d+/C1NICOJSZCjKZ1eyf3GsHgSI2EUwp/to48nnl0goE4OJGQEadybc4B1NfN6R7RJ3WQEL\nO21JEFJE0AqsSSELa0C+qCKWlUQU+X1FSbBT8oqVpamR+BA5GEgmDqHN7CGwp9k41QeTgzSd3kqf\n/MAHVt46WGq8+b7S9nBzvDw8fm1w4fvO/7t/Xv7mN5b+5WJXV9JEIxJhpMnLCDLp44AJ903OcXJ2\ngolmlCxq80cLAMaQMYeg86mwyNu8LPgBnkByJpnYCWC2u8gxyYBALuUFoyhSEk5imIjeDeHe8smA\nAk9kfvkxs+aFhCA41v2dKRJjljfT3qA6jq9f++k9r33f+/+meuHpJ+9aUN29CxNTnZcOzmz+w4k/\nSQ4stKvQSlFHyHaejTY7yCstyqUyYf/c3x6H+CgKGS/IyqHIb/SFeSCFvToB/CE7VzYiaE1KuWxi\n9qR7ARYUHeVBOw+yAThrPOcElUqyW0+CFcg9734nfrShu6UKXq3u+fXr/69/1Pj93/mfHqs+/DsT\nP/bNzdnSVqt1cPqzj3cQoU7Pr012e+VKIt4YroM0YgDeMANWss1j5ifZhES00kjO8gaJ58pK+fun\neQKUS3ixwtotgjI6VSpBirTvb3WbvMGG5awJifyPta2RPEgmg2CBBMHxzLxZKTdov/NSNQBQgjWo\nDOYrY+/dWDs1f8fPwQPfuudJ/XtH9dXz6fzaiWjub1S2ljql2lPXZ8DcHOkDeks9QQ8gXIUQoXsf\nMsYmUCYYZw5r44RO44H354uA3DEKlpKDHBTTUuwvlYhANLOI6NCKP4/ZYjAHSgo+AfCF1kGslP8l\nMQLtFzfR/zx5Qr9pXG2PDZPZu2ZgLd4321yof2D+9Ksb72s/1ph51y3d6Ic1xNsVtXxgYlu1eoMo\n22ME8dOzw9D4AwLNbdkc3IjR5U86QvPEv/z0FliyTV3NKHMQjtdtJtd8KwBPnTZzqoSZrYZ1TGAc\nMk4nMMF5jOvNANlFDG5L4k9GL4MXgAIAwIqG7qnGbQ8O1yulRJX1TERLn7hS3R5Q7bbb02qV2rVe\nKU5m39/76gqmoEU7OuFDwVTpcM5ljsj96b6xYAqlZ4wbPN7hmvP7ti19g1c9bxLxH0FZamJCkSCb\nx9GezMsg30CKy+27vjjixRsBrUcUMRnNHwqGSkX3wd53rkVTWkHan1/fqMzef+Tl+aU73q1eOZlW\nytieiDaHh7/3+eW+ilMhEIMyjRAh0GbvAtnkj1yzuV/87+x88lGP6ICUVdX8qH2f5FUEEJHExOEF\ndYgtIxOJlQk3i2C7mT2v09SP4RqYNPGQhLMD8fh/B1lkdBF7CE1mPeph663VsVLy6sL82dZffqLS\nXB1/T9qpHJtr35i68vL5E99fvt6fHlC9Uy73UuQDUj17DQFJa+UsegyT/0e7IjAgK/ORJ2YdZ4wc\ntXMQ+SLJs9FAG0uBiHQy0FoTpWkKQDpN09S8pxBAp5q3IPo7PRFMLJRIkwmHsrqSqbbJf6Y58V6a\nM3E8Y0m8p5oIlDIHmxIikkaFOqkncXV2bVOn3fUFVRs7d+qOs2MbvdNXhnum175xZuJI9zWdrC9V\nVL8xs9EHTEDOOeJdiXyNoUpTsm4E7h8REcVcxAksKwVg7Xg2J5VJPBernnuepmmaJEli9rykKYKZ\nmCTVRFqn5A2c3QIUnm3hLWFEzDMmckHmIBxibyeKKPdJxwKrcPHDQiO/Cb8nkMRZ63wFDUQ67VRa\n/Qms1vTtcbvf6HePN6+oif7zt6JewTtuPUkKj95IJtNSs15NezmiFnzkJACAI14vto9uv4GTTXke\nQfZDjdoxnWbG6rWL8pt/TTIYIOTxBslsa52kJuRPXp1ZM0c+yn+cLzjKQBARRxTsC05SIlRRpNWg\n0VwswUYyHqWN/ThevmvYmaF9N7pKTd85U4smy2srdQAVNdVwqCOr1cDWCwDurAn5GFnmaeZYhcrc\nAxv0rFBDBMTrsTR5LsP8BKGb6zisTzjCXCYtkNIQBpBCPpDI91MLmmAFEmrr0ZwwEg1BIMXk2GOD\nk4mgE5fq9Yu3416KhleuPNxcbfRbfaxVbtGt1T0HsFwffGfwsBomcXks6mqIdYZ+BdVh+JmhZc+2\nEk4wEX67DWe0vgDU6Ic7ySbSBBPiSwI2uLxFIAGZ/H9E0KQJCS2MI/Z6ALqbdMhBN7CqeAfIebMi\nnZQQj+bOlhA0aYDxjt7sX5n5J0sPnt//Y+P/pf/gxruiG++8fOY0lpLaxlsXapvf2z13YKIf4VSV\n0mE2xdQEsckRLwUNG8HC8JpsvoFRTCMUrjkNXERyCD7ZHi9YOSe7g6M4JauGq1YKkdKEgDSAYVFN\nAFobHcMsJ75/AVL5Sc2UQFx57flcDCBs6+oZJhowiqPeINLR0RPxy//26YM3jt7y1Aa2I6BhaW7x\n7NK1yumrf3cjGq9cmVdKlYFiTDNEz4QSRkGsc0h8PhnxhYjOMiuaTBFK6Mtj9ERVfvx+B9wikGA5\nU7Q2ri4yMVVNpFOiNE0SLcCIIJ9tkNMJO+gIyk4GgAew5RH+LUkTIsCo32q0Bhur/+OJ0//7A7/w\nl+v/6szTcI1qL8cdWK2mvYuDn/qpv//5o1eeU6QaKkkpUgoI5ZZG4On10ZhbB4Ag34wgM75iSYQg\nDm8UOG9Fvg1fKVvstxyr1uQdROhsVx60cV9GCQAhaSOSlGIHnkmXdczqrApnlIU9L9QFO1lp/mog\nQAkREiCs4tqJsZXffe/PXdz/n19d1bXyfPfG/HptIpm9Eh148p/u+d0vHPqZ1+6avHyoPjPZ1Vjy\nchelB6LmAAAgYvnJyTc2Rd9/XCLANy9Fqdvop3oEX8nHnk7g+VUREJlbzgAQYhNVgoSnHZGQdweb\nBeWpErtRKmZU4o/Xn1sBACDRWjsptnPoHIBotEOkEOrDNRUPX/on/6D6b7819yu3PPe+G+2LiwuT\n3fUD1S8nH3jfj33rG/9m7V80/uHRYQ97aYm6nMVh7M/wVmAC4GMQzJ5pDpdrGQprIxPizawkhNv/\n7cnSNhhpZDVJdrfMC/Gp+OgcewTKQihENDfap2mq0zSKEIiMSYOoII6MHSc2hqeG/28vTkz45pTh\n9s1SYzpZGat+8+B77vr3x7/48ws/+qUNOHtooTW3t3Pm9L8sf/1/Wftn55793PCNjfHaUPfKCuXI\nHoZ3rihElUsu5FCrRPSAiFLydpjdPN7IiUIiztBGUEGMkCxhKjl1iCvQIi+1tqfFIiFGcRRFxnY1\ncsr0L5tujzvpgF0VT1aLggY7L4iAaji9vXzLyV94+kO/su/c751+M5p8odTcjle2oHnxj6qHf+zI\nH722t1WLj48vrBOp1Ey3ihSLaeVSClCCVwyyOa3DdEO4W2sN2tMpWcUNGfRj51pi7O5ZL+Eg1IUc\nT9BcOYmzzFyYiIApIUoiiwQmRNgAeccOBOEMr1OZVR+1Og6O8A8UwnFmJBFiuds/1V46tA5/9Eh3\n/fr/fKC9vHB2b+/y3Pb17fHOf51679EL32keP7eWdNJvtse3Sr1I0GPGqLWGALfIaZL2GW3bl54F\nqs4fX+ZzAekEQLxPS2aBZL3DWYiVWzJzb42V8mI0GDylBc+6U6R9uO00wKjJ3W1B29VQ3vF1xWoY\nHXqxc9eP/Hjc7q+fmlpfT9LZK2sr/cpgorqBl87sg/+5NrbQwUZ3sY+UDJUAH0IH2VlSuPROR8yy\nt47YWxJZs8s8mNexOyYoyuR7RydYR58t4RZa5kfkqRZ3G0MDVJwazNKGMkLnuxZBYSVMjG4NxPtL\nCoE0VQ+8cPJAawhblSMDNTvRWfnTiQ8/eK3e3Hh+cOcDd9Hg4Ob6qaRXHd69dq3VmeyQcJWX4WYq\nldRXJDJnrpoGeTOPZFiQ+KstMYNgwZEjkGGgRD1JMIjI7+D1mLW0sYEBQWnGAyCLYWhcASqgmPiS\nQguKsnguSxN5yLZzQbD+A1kGC7EIEOJuv1r6m7duTfRm2zq+RmvjRx9M3qwPbxzVD6TvgedPTfUh\n7qj6tdInjv3y4oBZyst1CPtllgE0gVYIJDkQYNeLCUJOx7dhUk98Bozgsj2NtFOuKrSrl5mUeMhw\nQBFwXJhISXYuAmqWUArNlbdihVB278cI0ni7iyB99oSRcAIAAvSb5crqx+sL8zOble2J6Ma1/fuP\nXJj/lwevzYzfM3Prnse2T9NYd/HQENKphz51fbzNlIwSxeQTfOztTyZ+bQGL7+yRiByJuPL/Gz0e\nIV/2S6PlHCtjs3MSm0t1FA5RKQIk4lxE2aIrMjAC3oZHYEWkiVUh9zf0/SoCQqvmGQGTF1Hintj9\nDHZQxCMwGkfyeZRRc1Tavn24rrfi1zqthS+fvOvoK/OlNX2o9e20X9veWnm9Ony6ckej27usSkuN\nqVInGqK2c4FazqYgIjBnd5jQWwRa+ivKwE4dBlpBwu6ptQlMiF8SMNhiwITftkEpTRSEqOyCAcQu\nSs3ZGPbrcMkENLI2MBf32A5z415ggXjxyVIXhXXbSR9dXKYFWJdSfX6qPFZNarecO5Z+4rWl6YVX\novLE2KFXO9W96driG80Pz58dq/Xb1++5TNM1UgMlUsDEC2UCcvoVPX3gF8lLdcRixVSxQ48TX3IU\nb/jbXb/mFcWq1ygjr9h3nSdEHE/W50Naa+Cjn8UdEkwuUepMkB0xhG8fyKTIzBOhUqYNhUN1bLte\n3tK1w+2Zi/rA6oXDJ5JBf+bY9X6/3Wvcd++3x07daNyj760OtrBBmpTingnQ5VrlwCFruUUq8idN\nPk+1Ju2ZCUVnXYdrIN677Bd8/HJ4UjcAgLdThyDF8ADz/ETZf9jXi2juTpeNzqmvdwxry/GwbPrL\n1xamjFoYwS6Wbg3pYXe4v1uPYWXfxMablUfwzdtr9Y2pifagNzcHL3XeXb8Dxza/9sY7zp2e09Qs\n92sJKZdCwpTB8inYGOTtj3NyBwk1KxEvx97G4FlS+V4Xa0Llx2NCMUWpZnJMMyGlpNTowxNEj0UA\n5i5M/tDzo8tx0aKBSEZsWtVOxO0GzJqED7SeJNYocb8C472JiXS+u1pv98anXtt3ZXD39vztuN6M\neuVSCVR3fK15Kp7qRPVIFbfFMwfeWQkCjFVmihDMWD2d5b0/eiSCeF39YA70ANF7rsQWq7G7O0uZ\n5P/i/SedSsH1xqgsNkbIsKYZn2i2vFmNXvXBIAQDWAVjfimVtubhD359vDf5Fz9+4eevfbw9rMzs\nrV6JTl2JZtWFf7akW1fH/r+Vs/XpTh9KWsm5HyC+AkM3JP85FSnsgqKGzWTLWUv2QiKGJBbEBRE0\nsGA457hBAIP/uQP+IijD65gAKlSQFVe5szNYJ6AEsBOHXgT5MfVw+jG/Y5l994UEepj0AjONkWq0\nJx969hszHzj5Lz/2I9c+/J3SC2t3XLi4lyqwqntXb9Rev+XPn8VjFyEaphX0sl148kQkEAD4FCeQ\nQuwyz54gn2PEbU8IOYIFAMa14vrOkpvSAJLY6ArvTwAgUFGkRnvNRTlLj7U5XZzDO1qnWmsg0Nbx\nZ5LHPUK364vZeoscfu4Do8tEUQ8HD+Gnp35m8kf/7Gf+/We+5z3z0T3j5a1LyVjjrtq2hnHE8T//\nyJfWW/t7cy0Yq6Wx54+VFWHno2j9DCJwmMCL9PlBIQnKFM8TDzT3LcqPguEqAHOcOdKw1x9q2e3I\nM5umkj2UJkkiOTVpmiY6TdJkOBgQgE41KlkFQVmCjhlIIFcriI+AI07i3VWoVBTHpShSMvWRQtBE\nRBghEGiKEKvQGpte+/+c/uWjv/DHx5vt2U714NrgXPwILuD02r5z9+ynD0z8bw/c9ff+5PYbrw4n\nx2IVD2JNQwAgVKBMjMJ456MoUsip8WwRoFK8gyyKoth8H6kIeQMTWhifjwgqBFAKeUsxKrvBwDhx\nI+MCN/vRlDJuXbOoBqICAqD5nGPISWqzTVKdmvMtOBXEHrgP4P6xnWKYiiyDPZe0TyyWU307BMhA\nXvI+8n7TTJWbe8q1tc/9wZEbv776v/+1//KNe26ZPLRYmZx6i/rDYwm992/t+cgf/OSj//SpL2GJ\ntnWFIgQA5aUFS7PK4Fbld8TvqFCuqAfXeR5Xhne1CVVm1yZfs5iz7HkAsIpZTkQmTdp7FNyJV2K4\nR/wT7Sehv8jxu6CasAjuzOkt45zBiFW6XVW2S0iZO6Tj7vCllb86OPPJzdn7nvjcYzE0OttjB6k7\nmO6WVi//6fv+wW89+ugfPn1sbmWuNPFWp48K5HYjRyeA0kLQTvHsjUjnzFl7oIhPPS8qDoWB0oAO\nhRHIhnxTLSLpFDjsIKe7uLRGwz6aP2X4wCaYxd7h5BWzQrFyiBCBg0T2vj+01rdgZOwPK730+Ff+\n7fZf/uin/3V1+zfiz39po70naVVvdHqX0s//0tzDH/3Cp4/EG2tJFbahsY0ACmwAjWPxMl503WDv\ni+2dleH5/tvpBENvyOocC2iLBxzQqQKb+mbsupg1Hu8Qo1zquFhWCACofWFI4iIOO53BIs4hmyuB\n0aYQ3IF5ZseadX5yhQiEMLy9+8KhzUPTr74DJ38yLr+x9UJ3ChY6U1ev6UZt/7n5b3/ouVdPn25v\nNYbtxpuX67FSQhvSGdMbzZrPObgFcmZTfqEQBmXBj8T+RiIb96Y9PkGOs4+ZwoxGl0AoAUTsfVTA\nQB8BSGkJevh4nwPykngj9oI309nJp/wXSIhgcs2UPRAdzcIDIFCkQaWoaG7l8Y888lHsqtqfRZVs\n0NnPrT+0Z+34zFx779E/HNxzoHP8/ghVT0GjvLWRTvQAzHm7rukgOwGs7znIFBfqJ0kHs3OdGxcC\nyFVQIzwz/ocavdQNY25g7FxwxB4WtCFQdkN5NrpswgZAdhdqyHi0WYZibu5d54u+NI0Y36vSTiSg\nTBAhEqLarqbvvSsu6YnOoL4y228tf/Ct9M7WqSFRHTqt+z5Ya0Xt2sJ4OR4qeHTj2ZTM1k07PygK\nDcgHAawZg5mzbg0/P3K0qaMRVOEamNrkF1IS8LEWX8xWlN2QEIHIMNHexA4DnnkbamK3qS+vpJMU\n+GuzRlqhNpTAI8sg+6w5VIsvhwcAOv3WT85W02jQ2BhOL6abzaOnjr1ePfH41pFbz8c/tPXBtYsz\n9e25YZSQ6j8wduFKCQAzcMamNYqOCOc++MkDc6vgFGy4Hkhy53T4nPXl27lwNcu/MRnZZNK5EEAj\nb1HwGY75AwAt2IsZNComV0kTIURzt5hCIK1wyCeT2dQ2BEI0/ngC794Gwx6ROQ3SXfdABKBRKZVG\nAASw+tBvf89t7Rfrt19dLk1U1pMv3ZX8tw+tz+O13lmYffDL1zdnNkt70/WF4xNr7f17q0rXuzqO\nE5NNQS4+YqhL29gvn79KYkhwYps9DVJOdJF5se4JkAgDUAr+fmihIqt3SJsIDCEgJiy8tZ0D0x/i\n+SbB+pm1RkSXxmeqQiW7+UmTJr67ERGQDIQi5SeWOHooAE1eMwVIL6WUAGHYihZWFV1aXU03vvJY\nf+b6lUvbnZf3RPiRw6pRSbae+PVnpvrPr5Unz1/YTKE6GZkdjYaL2aSX6xkRiF3TxM4GctQQJC7m\nzgMG0X/2c5m8bLHmszML7Kfi3Y/N9wJxzVyRlyxjohAOY9tqUPxENhGAO4NMy8BihBCVi+rxvRtF\nCpubABDNIvUZDgPQEXTeUWnclyR3TrxePtwojbe7B+/+/PvPv3nfk2lptrW9XDpxuHXlYOPC3r3X\nt8aJylNaaZssR6AlyGnkPAGYjGESFcdOeev1EgVS4KWwrj77Qd4pBIysyY1JqNFmEwCjI4Y8BBw3\ntnt/QZCTxTt2cTQA4/mCVEs0sy0qm1xuiasXc7rCdTrjFlBIZhu+oq13TFX3bJfv6J14E4/Q+ua9\nS8PGsfgI3PPYkb3b3XQ77lfnZ2+pVCv7q9UtXWkhh9MAtQEexBPO3kFGKMDddFadJ7ILC7tDvbjI\nCIcSebUIamE5IC/HbPESxwd07OiThZ+ndz1UQ4yReKXYc22zBAmBk5UJNKbKvmCHxiSW7baDytwJ\n3hONQAoUDseUHk6r7VZFD6Zq7ag2qFfSEweab93Yd3Jr4zCsfDKt9vvH0/be6nCV1LgCMvOvkUhb\nmpd9Dya5gUSdyeqTEIgzXTIKuwDdhR/743LKGQtBQIxs9SpLfxmS5dnPNqoYxchdaPKQIlQsbyT3\nDEzQzq4psEIuZIbsB9KFFDBOsKQr5/at/skdm5hULl9tp7OqMX/71bc+GP1R5aXhRGmm2tkep6i5\n+FzzwXjQ71cmAYAoRaUVaUDrZxbFbEEZJxxoO5Vy580o5ZWLqDlpkS8YLiKFH0HsMx4LHNb6XuXS\nafBvW0L2yxumFk8gkLKMYa0KDgnaCkdzOShABNTecFBYJhomONy7UrvyfzSq7R/9M4c+9Suf/ME9\n51Ym98+vldpj41vdhfOrvb9/vhJVPvKx2TTtJr3mPkUEpCNNKYt7OwksrC2aIRlOZrIzENN94TIw\nZFSjUnARZNM6ekvltinL3XSGTThRVupC7gSiO2nFVswYhlOHrTTCCCVVBbTWtmN+6p4ZXPGdNaiU\nHEXmnQUGECNi2h8O51ZeevQfNCb+z5/8Z7/2id/861e7L649Vnv4wquVzdu3r9DcA9FyPDW889Hr\nm8NuN03UvjGDcc1Nz8iucYuDSM4b8agz4+ghuxCZNfBUrowIPFZwcRIObJGM2i2NPBwT7+9FtP5P\nL6btcK8iuSAW7aKhVIQq2AZGhKiA2DYwT2pO9kDwtDsBpIxEXATP5P+lLNPkUF4dpVSGUnzv2uNf\n+MSL5X2/9sIzd3/0659qdsePdc727+i/emlPeuVD97w5kW7WHl6c2/fKxunLlX3jtz4ew4AwUdqe\naCoUyZ5sT08RoLULLErjiZYzwEU8CiZJeRaIZI8CCbgAEb8isBEAFBkk6qXQkBKsmpPN5P71F5c/\npOBDJdCefU+inq3TARDIHOuVC2SR7MjiIDdyRr5txPybdpNen3ppszb4wubfue+f/+rRX/746sEH\nf7+5cW3p8uZEf3x+FeFbn9v3l1c3//yJ9fvP/u2na9OXe/WxeNBRVTmaNri83dTrpbAE9B46U1k8\nWFMK3DXv8gUCx8J4fc2K5eQTyhXHXJSJbInRYBfadiMswMZauDbiPTQdJs0pbGBja/yUMpsP7bR6\nFSP5x7fZTYlg05sAASIsEZaH42PnW8/8rzfeuX7kb77rG/92+WO9xsazn1+P3to+MFmbm3jz13/h\nwd9+eGLrJy7/+6XtscPzq+1r3Jq5c1s86wiFIsbvljl9zZs8JsDs+IMngDSZpnhR0BNLdtpVcEmM\n8SYIFxFbwj6lupky11VLGMEPzXpZdkRmk17xUoIfk3NF85lzbMkCSUyU6choHYxLVFL9E/GZ6vGL\nX9/zd/7Oh6//1q/8H92/9dqlwdLM0e37b79lau/01PHqVw/+rVdOz//qpanN4eSNjfjD/XI17acl\nQru8mv0SGYXkxRL4z+Brx+sZ0vQWCUECjZDjBPRKaICj8aICGGiIASs4yQZgb9awvhe/7+YnEpCo\naHB1uvUB72OHt8m4vtCrj8DkC8oTAAD9eDiIO9u3JNXFPfU/fNf79cWn3/ve1bS8+BYduffA9e5r\ng+0TjfJy458+/fN/ceqVTq/feeP4eNRfxEiTJhWkt1hl6ysyCAdGoJV/fS2fX0Wc3+bvPQbJl7Cm\nWwFI8uYkG/zB2MyDUYbKQ2hiDHodRwKgKISbxq5xDI7a6iZnEUqOD5LGrHFg4IDOpdbwGdfk2k9I\n9fVhemJ8Nbr7O9XmU4cPDWH45Gsxli+9nLR77a0LR969NTb/+b+6b0v//f/45od0VDl3/T/Ukk5c\n7mmCbOFbKLx0t+AZJacEhxPp262Zl6y+QDN0AqCcLcoww8fr1neEVuF7D4NPCaxcuVVn+Rn3GAtK\nREyVoTq2SK064/ZJAJLyGtKeD5iZx1tcU8qoS6Dqk390feWj75mOfrnaOTJ/7raZs9H4lUt6ftDb\nOrjvemf9yuapN85ET3z9/q2H76Ptyy+NdWNMSxGiOV1BcitB7ITMzHv0IadGyhdyvENRjiLa+eTz\nkZHFmZyA5j/r+YDMSwgxepZ0sG4mBdG6emUni6TM+x2QRB5AVAn7skX/KTtSZPFmHLueajerYNsx\n8jcFklRKAACIElIplvGX+o316cGTK6XGq1h+NqptEy6stiHeHNRh8ery0XapsvWF9hcx+Z3y+/bC\nhWh7ogKJitMsTSoyQR3B41FmSdh1b/+mgP5dCTnBTgcIJ9hFdc+RB9KBECBWYNnA9+TyVkLHTzH5\n8sxiYHZNMPgE0ECpHzDxDTICBEzZ86WAQFtxoJ09khJCKtmGZM/e1qSpdX16voH1rYk3vnqkP3ny\nNbWkVWm4WR0uTK0c3p6vbi0fvLyn/xsHFg9srfa65S/M0lKDkkEtUQODBkAy+YBSAFKINkFCEKnw\nOgEoopRinn+haG0n2Txv1LE7plwOIJTnyTE3GsGr0AcACrzzjsh9yEZaeJFu9tye/F/8GTrlKtkl\nslgARg4Rak7gDmCApRPyoIkYGu1orL1VKnfWy93hn7xY3UhVud2rDDuzG40uHb42idsd9WjydDQX\nPVGqVa81+8lWd6MfQcPAIdcIk0cadD8EQkaw5ACSG7PnEja/CcWPSswr/lTqK7iFVr4ME13928jt\n2x5UMmMjqzjcwTXWj25QBRObBpTcZjc4AEmgcuxKCAAaq8mgr1Tv2qFrw5dWyrqnl2+slUqlhUry\nswf+t7s//MvN91w4/+57fvFKfTqm3o02qfIwHgxm40GCpMkAD5uD6k2O4H6LguygiydOhCpYjhDz\nIYw7YPCGxaC5indchFCHZ8i24G9Jn1bkM1vQI3nF5BsggS+GbD0afDQJYsDEqgO1DRzMd8uNZHXq\noSdwUFrq3L1nQ33m+PzrJ8enyuPqtz9X+eilK50JXT2wVGt0U1XB2YVBhLzxTkILVjOalE1y0yOd\nZF1B4K4C9voTUqdV88UFc7/kH82dPkJk0ls0a1Ap5sIR/6gcBF/BSGYlcq6lOTaLg02mIoZcAHyJ\nR87wIcpLADEOt9NoggZT9dLwKMIdzdPpUtoar1xdTr5/8o331Ld+4oU3ao8+EJ37anOiruodmmxi\nikp1aiU0F6UgKivBiZPZcBS5m5GwMZufVmSpm/Xq5K9LzS1Gnj4Riy7Fzr4nfxSd8uYDaTPDJFqI\n/VrS7ZwoGzV+M0I/YmX+HZbjtUEzvdb/Wq13feY3sH5kcqO9NXMOf37z2ceuq3dvxGMfPXn2zevV\n95dXz+r6jbR158ql1cVYK82nQBjuY3kiPuCCXhCAw+v5fVFk++/wj9BOPsstdB/IP6EudAcRZl5i\ndrWzXNQZn5L4QeNx4TQAkNihR3PK9hgBcl0GAHaSS3tsQGKtA11dqZ4ag/uOfPPSolb0zUcfnRtc\nLM+On+q8vry2HN8yfOmBH/w3jzx3x+Tw5FPX956du/+xtSrSMIbIyAuZMHtCAdsKQXxW5omKO+fQ\nNgvNiDlVskay8yX1eyo7t1IjOUEBEW+uBgAAc4RW+HY2Ckbcgo1W+E2jm3p7wJ6fqCOPMbdbojBG\nDwwIBy2a+P6j/c2zG4f3vb5y6ul3/XSs/82b/7oyuP1DS2dOn7nwnp9s4L3x4R+ZgTfO9ZL23o9e\neaHRrqYKIoi03xGE7CSjvwhkJzGr+GR8YFAFR6phJ/Qj9e9UYnfQX/h4qhC0libcBsBR1SEaHWdi\nA56ucJWiGRwCRmQXw4yMOLkLgUzaUiorptZn2zoqp1qnNCy9fHHyqYv/7Qfe/YXjExv7F/+gHdX2\n9aKLv5V0X99/9dob87ddGX7q+q9+cK28d3P94R/9jedO4rVqaWmuW1bDaBhVkqGKTJxCmz3ZGAVQ\nmBWxXRHicRn7U/bmGEZWjC28g9yDIhxvxsH8ZdjCCR2Z01NFk4sAqVJAPJsCr4vasxSE5uQJVfCM\n/7eILWCSNO4NItky5IsFBAAallWUYjdubZX1YCM68OHlP/yEevx9By6/1Xwlfbh//gfufOLNG/29\nZ05rPd7Ql66nJ5e7D7zjXx8+ePeT8/3Z0uqeN2+M7aluNnukhmkJOKfC+hk9Gragh0BsHeTZVPbJ\nLLGOpnGzAtpc813EL7tbBABzQhWC2x07qlGNSoG++SK45w0AScCuCkIG6yEAYHWthkM1iKLxtdv+\nwvlvdQ7sf2E1aR2IFroTjdbathqs3T54vly/fUatLJZmuvPXJwcTq2NLU62tc/vWjvfHrm6ennt+\nkMRDBQSYKpPW4+IXmUlxypMsKxAouZHdunFY1u+QhW0qEnOV5wB15gGAHY01ABCvINrfRhaUhGfM\n6YpwfZmgxOsnV0rykLNwCwetcjVBPd5ttBcf+Yi+9ZeeeOm5H9q37yM/+NnWK/2/s/aVq+fv/7sv\nfeYjtxzT80uv73/whV86tvGPDv+rz91V+vnOv7g+8Q/v/9sTj/xF+JtPV7pKKUKMUrJXqwb9Iu6a\n5CJpSeofMRCejh2UganOcVw2aObKaMWMSDmqHN0ioHibNAeJg567D4gsl2cspMyApME+9HrltILL\nR9ba3378Wr30mZea9MSw9NV7Lp95150/8JWtv/v6H7fmDq82Z/Y+/5XyFx//3Sl4/PRg+alnXvpy\nPPx858U/u/fTvTcHjUGsdAoYgUkKtI1Q0JwIRHPzKB+K5yvyIO86BJthceJ7Z6VMAIC3FlXEopAI\nlSju1FY6qjbjyiYC8EWSCF7MPCcyUoOy2Rn+c7IGSBAlZY1lWK1WYC2tz56dvW2zvLSW1stx9Za/\n+9y/+7svfPNo+tN3Xbs9+cWXZtfP/Oj0k29FVxrzpdXWzIXx0vJD8GJjUN1olJSCNIlN2FKO/g6g\nKQKAADZKwNxf4I0aEYJ7EchB06LJNe+Y0yjt5UWF4mj0IiARkbvRrUhmg/duyu0KEPInM6AYXgT5\n0+acZMC5LAINS6V+b3xtWh0ur03AxOVqJ41LlfZ2c6Nc2dT3TZy9pfLKePfD3Rvfc/XlxjmYP4RE\nT9cbtDU20YnTtdkF1PWpyqvdNCm3Il0aguFXU78z0AU1y+xog4w9F7b7bjdFJsMAD+2pdu8RGett\n3kT5M4sARKCUOHLEzT1qEYJN5bjTIphDbzWYSHgK4voSCBdWXeqmVV1+V6d9+H29tx5sbSXrJ65c\njM7BkUg1KvFif3Oy3Uxfa66V+tTVerintDXWb0zuWSxVYHUwuzg7162u9w9NLCxev7CuB92S2SJM\nWjE2sScTCES2/SX+HMGekpQVmDsoBWsEkl2E7PicYiaHQsEXC3xPmtgs5lMkUGACOObwYCOuiIgi\nzhKDoJ2M5QimBgDJ60dUwhlk7RFGYYYMh1CLN078vS8/v/SprR/Z/+X9k8Pa+BY0B4fXVvDavScX\nZ/ecn778aqmzf+xqevjae46utep/8sjCxUOlc++bvFyHg0D6bjyuFy/N/qXXv7JeQqWJCFSUokkF\n02jQS8SRNCQvtUrzdgrunPUmBJRiScziKo+GrFUhqt/cFidGh0lJy50aP6o4oOUjfRcmoAyayNcV\nrg9S5kMUt0L4ZqyB4ABsDK9uXWrt//Z4Wj125qvV2tTsi8+O3bi18ZX9V84efWWlRhvJZqO70Tt/\ndm90EW9cubH90Nwbr64PP/aNG9HFseOf+vLaXR+/uoYlPcQIEbQkLFi/ohQX0ySQLSLZsYyYpx3g\nqnxtXba8YGaJc+hox7N2bKIEstETtK8886Oww9nBAkqQiTjB2GEKw7sIqSZVOtlb2Jwsbbz14luH\nqt32SruytL66vL2nQ4NL10srpSslpXVnAy8v0eqZS5hOnL86Nv+OV35nbXucLnSThRP6K/2j7+1+\nY2sijZRSstzSBXBJOyQ7dkyozI+v7lob5McafoxsCyoWdOEiFCreEV+aE/zl0AmLsD3dXFyD/cvs\nnuHtbxnl51cQJZjSnrWt4/jNuPP1VagtP/3i+vjq8I/O9+Pat5PNyrB9fTtNYVOlyaC/vLJdGqTP\nXNvur79x9c0ptfbVxxWVDnTxzsnqf33iYLwKDTIuCwQi8KgeeOUtmLYpVgHvj5xfofPgy9BV52+l\nIQStBKD46TNBeqN908YZACTRj6ypBTbhTFLuTCjBuy7SlowslftuAZwbPshU44/iMuDwy69s1poR\nXhuvrsJgq7dJExsDupY++c2B7pcXKxooTWpUaS4sNiKir29gaWI4aJUwukjb5fiF/3Iufc/Xvj5e\nXq+V05SPPTazLMnZdvw83+yc45M6OTHMLJV8kJso4JxnP+WO/L/5P0N9Lg+WAlf2TjoBwNE8gCgA\nYs5Glk2uqYJeBp9bQ9n72OMDzq0HSAD649F3lr5yuobtejLEqfVOs6f7K5vV61G1Wukk1c5Yl6De\npe16c30bNweTqwpAL68PNDZJY9QefBY+OPaqmlxPS5V1c4IJsQ1AvCMB0Bq1pi+aY6EZS34nnBoy\nQnYKJPppVkHJEagAN1MB4RT6dg2CUmi4wHzNFfHlkZn0wAJOAMtfGIa47GJyhVHaPnxL9dTMW5cB\nDjX01MxG7Xg8fmizMlfTh2qL1VoK25Cm7SGgigaDTr3aL483V3F1pVFpDl7oVnvJQfzhR37xrbgX\nN/ubkUFDAslsQM8m7SCfpMLOb00u51P6tHvtkOMYF5sER5Y+JzicVVS8WJetj5ORbCoRhl7Qwmry\ntaLQWkGSDgzLUXxgujsYX6FbFiaPHUj29xdXFo5++NmJmflr3/Pssq4m0xul9kDX4rSkxsr9Sqd2\nfL5ab66k1Y16efvgnbiw1f3Q89+p1xLVqUZlotSSNQHpzAltisA68DVfIbrbsgt4ZIeH9nIEc+Qv\nOR+aYw3O5bKTmXqihqkdMOIcGjn9kzQp6wIzbxpcjPx+9oBzpMj8irI/WIN4FBAAgWLdq1W/Nb21\nd/vy3a997uhfHjubjn1xIbkxuXZmsPR6OyaoTN0SJVdfWrzlA+3F8htT27D96tStm92fmvwX19K/\n+t6vtY//lyfvLP1rVR4kcU2rAWcSIgP2GIwcSo2ZLC4XUgCk2NGHCBDJHmOZATQpCCQ3x8q82YkW\n+4DnjwMusV0H2Tm0U4zZICkMxYQjC0f0KDLT2ygSbnrwf3h8JJnCImgFugfdGDTKK4890717ubvn\njSu3773US8/qe64M2pen+5WxSqr7ajpe6abpya3xx6Nbt/tHknYZ4fXK1PYLtXdXa+rk8j0HZrb+\n8fkWatIubiGn/VmnL1qU5s+AMnuyw3Fw8jS/FYz0JiWQTmQnb2dXtifcZXZz4sbl4LkzFqWjIuAx\neBgATOyYqcFGWBB4z5rX2coworWV4cTEdvvQ+F9IBqfXD26c23vq4ltz25sPxY/3VEoLawTNmf6e\naGmxXUrw1sqr04OtzrW974Xltf/6ocmryVT81gQTuvU9cLyZLNVkVCnnF6KSoQCYlcrKU05lygl/\nVwu/Sv6sWRcCwE55R3ZrnV+pRw3eU0DIKczk0zP6i4ChWjb5fXZ/ipfljebQNfk76qRRK146e9++\ntcny4MYrf/TQdmtxgA/plRZNDXppaWOzm87qRrrc3zO3sFg/lz6oXy6Ppf0X3w/rR088/rm15+++\n/WwrHqScWxt4cEgcY4KOPLFCzNpyYhyjNsY4xuJSID6oXZW8ngaAHRchSxlFwkI6bBwB5nGyQsbl\ng6BVEuS9406KUOh0TmitDFWse9U6vanqX/jo2t6F1z6Cq5Wp81VYG9bUKxuNpLOly7qjavuGg73J\npVoUx52ptpp5Zmn2te3p73v01Stbd0wMvzGhdaREqBvbnJTFnyOHz4fSWgeRlclEgIVpkt9NGQlR\nyZKzb3sUP+pWRvpl6ITsgXna7pqUkppjI+UiSc8opOAMZMK4QW2odtcn67eo7VMfv5xMt+ZOPlf/\ncCO9LVGlpAJVuHF949rabHouPjgOSXvQuZFut+4YqpOvfKOx3LnjTOeTsQJNChGBj9zQ3hGwpsdi\nkNn9Q2aHhPTb9NG9IHYZuSpuXkLb1UxdcYaZKZpjL1kLUIqXlGLQhDn60O8R2d112t2hKfXbUxPB\nHPVm1ktrsyXPaxuGqlZSg2j60D34+pnyR5Nnt/Qb10+V75jrNWOdRHvH663qRAM3lnub0Z1HSuWN\nuQia0UPHt/sT+/ubL9zykWR4cnY5QuBbXGW3ErGGtsSivQxyYF8AT7iyVyBnp9v5gLOfZ2wLwrB4\ne6Z2yEU1EDLUqX6CsF0DMNDTz6/yvpKF8mMkwOgIjLmmwV7tBdKIQyLDIcQ1vXVk8ooa3K3efPTC\nVnn6wkl1ee/25WvdqLa3M6iWEj05t1CaazfxQP/yifH1c1Np/1B1/jC9tn5Lfab3eF3Fibm8S2SR\nGxQLpJzetCPhA9yQJRRaAG7Zg/Ke1sKCoTiX+YhF+YofXzubNegWkmBQs7qKd8gl7B+35yPxPp0I\nxLFh/lEECKiMM4B9TQQufJqgudNH2eRuDQqICCMA6FKH8PK3f+bF7sLR299M9rxz47aX2nOf2Rov\nzaw0apNJZ7DZjxq9YTs9NIzO6Nr1qfIbxxrXl0pX3j0Tt+9oxFGqMdKgE2Y+l9aGDHnMhker9jSY\nbXgRAyB7+QXPhyJxNSGgTIejWpZSxHvvCCKRbGDshRSNsVsEUXP6O7BCDMGg4BqzWETKh2gU/ueh\nKQLQqPlVZXG2hVA2rzKjgZAAYJzOrF7/znOLR1/R870bey+ubV9obtRLq+PX9tNmrRsvVPvbcapV\n0tXd5XF1eXFjdevRq211HkpPjo2vRymmPQ0qTk0qtkE/ZkrkSpRQlvp4sMAUTmX9+JQL5LRDjs6x\nGQZAqIUYgTece4KcXWe3uqaE/K1pguGiEABQhCY+5LASBdpdMzayp8rzahDI4M0f5gROxMSZCByR\nsOYUKCA+cJsANA5OT738M7/bfeiP3721cNuzxw88HoPGtEzDpDy3VKlvauiVh12YrC9MDPoTw+HY\nyj3ne3Ov75u4PNut9pVOjOVuWhtwV/iAYNBmisR0NHulECCyuNBNAi8CokKL6hQTuQbBTsBGE6Fm\nRAbER61ozmZht6e/U8diTEcTLnQm0y6bLby3CnNS3U/TSVlNBbIeYWwNQcxz62w0dTAiT/fcrvbv\n24w+8PUHvr39wBfvwP74XenlamP+wFJSL5XrLRiLuuX6Rung1b3NC3u677u0Pdl/b2PwF/71xy6s\nPPr5rbiGEFFiJY7Fpx7x2Tx+J4TNUhQkpFOwNmQTHcC9yuf6kskZIJN4IeFUYkCmAUwGnsyF4wGe\nDK/SIc9qhAqBXLY2+ZQMEowiOZTP22RBVrcBsD7jW5vEuvSGDspyAihATbXJ7f9xeev2Tx+Z/s3v\nWd166Fsfef7CT3312cPtRre8URlbnelS2hj2ap2aauO+zoU7h+v19fdEV9IT09vP7Fs5svatGiQl\nPTTdM+Fl0nKRCgIkAIB8PjKBoWhUjhN8YrQ/vVC/bMpEs75ihJAcl68RlDOuOduARZPy92cIrtIC\n8AsOf2ZHr4QlrfS3lTDelv/c9eiy6SKLenn9UUI6odMbwbgHp2j6Qn3slR9ZevGRrQPHLj7wNB07\ndtdcr5emw3KKrQRasa7F/VL3RmV77Pbt4UZDHWivN659adi9ZTj4G9833N5ot1MVS7+VQkDZw24E\nA5HIV9c1DDnDFSX6XSqw4zcH6qcpz5PWWlOakiYtGSY+pNVaa+VNCAWzqc3vgvMlYiZHVJBtXQgh\nFF/2J4lHno/jMSBZZfAaQ3eOO3iqiI0SKk18rHRO9Z/tLh2+dvmV5biVbv6DL67qWzozA4TOeG8A\nMBwSIhzd3kMvz1w8NT3Y++L03trf+/aB42dbv3Lt+NzUeBlRs8Odhwpi72jJ/rDtWgoPI44ZCkIx\n/UiT1qQp1Wmq+bhpax3JASYyWeZkB5FJhLdIoyxULEwA9zfIZ4yOBFKI/gqgHTqtbwGSRT1O/Bih\n5lzYCjR6nUCnmEkplaatQXe8ta0XN452BpVljJpb1fF4czisTyylUYnq3eYw7UF9e7w/KPe7U+NL\nG61tLCe1ya3heLqk1NHNYaQjpRNUCKApSrUmRIjEtc0QVXPfUwS+57VYMROIn4x37PAUsCeZFBh3\nEx9QBMrcMG7fRjQJZxoA8Dha1xrZGQNAzTopiRSlpCKJBzhdYHwnjGXM7KE7tgyY4IbmWBnR6RCb\n4JJKUZldAggK0JzKaN73VAwAqEEtocra8alv/+CP3TZYbNH2j33ig30Fr5+6/tud7++e7bZrx4ao\nV5K+mkDqwyYg3oZnLt87Nz++7/ax73zmx88lyaF3PffZXrRdpl5rYHAFJQRkLk8xRXOCSwBATJaU\n9XKbNC5LenY1iNzxDB43MaUbXw4fnWDkf2p0JTJhxsIFAiRdNpyoS8plJ/PnIPfJZAqFz3kfB7tB\niQjMcfxOr2dgFgB06pTUsXLs9sW/tGezfflK964fPr3eH+6drN7/zFMTx5ZbmipRKUmrMIyq3QHS\n2Mz1/acrZ75Pl2aoifeceeDe5uHy1fs6L1wsxWk9EaZU7n5YAEO1npFsnaau94wCMdNNCh9z47Mi\nxAsZeiE9fx7ldikRHXYZ7GIbvJDKc76oAtRIPi9iMJOmf2jCIuQl6cu4CZXSogIoOzxTalU9pHZa\neuwde8p/8vp3WlTGy9+sPrCInfff9/Qf1EpQ6m2k8XBYrfSSqW4cVQeb17b3vfM78eILF2p7o3ed\n+K/v2lx87ereA+l8Gg3jQSQQ1WgzO+3kp7iARX0yFyByF8BdGSmDLMy8Rjlnkic99CKjByq1uY9Z\n+5XaZjlKQ2jOA3Zz76bR1cw425KSOK9tFga5VnmppH92+J4Ksg/iVoSDYZMGjwyWP3b73v7Rua3+\n4Ynj9b1fff7c/uPrXarGLaxFab/S22roRkrb4x888+rHt75530+cubAPiO5utlutT9L597/1YkwJ\n2wLGX8vih4UxCqDM8LJYXdZ8KYoK2OvesyVrj2SXAIkglpBPNrYn8NjYtWRX2+2q1Ly8ZsH4zAcE\nQMl/EWBqWcQnGQKF4iSmHVLM00RHiBPNffrG6/tvOfbF9f2zbw7vPTQ4/2YTaFvTeIpxJy2n2+Uo\nSuJ4ML62vL92DWvzr28fPDi/HN3dP4/nj69dP37/s8+nlVSu/CJ7K6qdVG1/9cGJJ4u1Sc8I5EGW\ntvwJtHt2c0aV3aNi/nK3nVjpxjjdpWPbKIFfzAFwHqrlZjygx6AVBJmq4ERJ4/ez4NqbjaBEkzWK\no2p9o7O055X52967XyWTj9xf+pMvV9X5ZG6uNNmqlhHjUqs+Nl2biEowqRfKKtlzaebcV+nuo8Mj\nCyeT+ZlnvtAo3z42TGMUO0Fa1PZQOBm7dM+Yk+4/K6Zy9Aqeo9q+LythrST7IQICGsSPCAgoBwJb\nkSfrQ0zUrLA9CpZmSaN2SEAaBeAzUo2ct+CUUyXt+0qQlPU7FusErVGpSqM7vnm23Hrskb3jL3Yf\n2vPscnlqor3Zeqs9thx1+oMKaTXY0v3GWm14cB0nVqLZq5UTC9+6627d2Fy4/eDC4RPbq/ub3SSy\nWef+oiMwJ6LTiGi5XDLTSKBPiFmLfBo8rvAobbCGh8cFwPvhXJXoqEGowBwx7VnOFBa+WdcuML+N\ndoyeJRkwlFLA3jIx3gqHAlGHSglGV/fBa8+f7z45t/jLyf7HvobjvdJYY/l6CXWjXp6YrFZnp2Kd\nltX0+OEhpgvN8bXlpK7b8UzpG78/7FePLOpuk6KqTpmmteB3s9BGHaCbHDFfnaoWajT0HqpGKuJh\n+dL/w86zp5cBY1luXyARiNPPbdSRc4ekaLtVl8xfxtY1tyUAIt9XTBoVkVaiVShm9wiA2UvOISur\nE/zdkYiE6fga4UTj4kcqDy8uTOw9P//IOx6/WJ98TsWXN1pEndY6RNgD2IK4P6nbq+WpCb1dWb7r\nvy1MbdPg8X1H6tNJP+lMDGtbca/aAwSNEe+WUpxlpxBUSkRkTsK3GE8BQgrgooi+zxsyugOtWYfu\nO4SUIUhwdyeCYGAzJzKpkp4qVO3xjiWE4mLwjY23ylUjIMqAVRf3dmhdleYRZSspLFRZbA3KE4eX\ny3Elrs7OlD9w4jhebi3Xe+tXVnv9tDbg01ZV1NcN6i0njzZXovRbVVpPyoMzODj+s/Vo5VB67mop\nPb7Ur1OflPHXANkbRvw9kg7AoEeyPLsyFHtIkMfZLIKz8pRnQY7wybUDYK4lFoWCLBvMYbPCj8xr\n5OLd5kV7OozpIQLw4S3GhBQ3nFyMJI4oPnDUaiJxp2DQEZ4WDTAo0XT/XhjS9qJ+8NG5CVy+cfTe\n/Qm02qtViiKIS5ECIkp1Ukl6rWR1cRqqe5cG0z1Vids4OYZfq94zvv31rSubHzre1QMNgGTu1DNL\nwF5tI0nd5RW2c17gnOfCqT+SCTM9LwIwMij051c+5AmN/RXx1QWCn9PhScuClZbGHOf4uz20JFCx\n4EP2JXm1uZHlfh3WOmp45LmV52eOHDoxfXnpbPn89vfOP7FWXV3UCVQTg4eRNCIOh2lavXq42p2s\nJpO9eHVz7OjRze/AdmNs71+5sOe2gy8/Pxb3lWLesSIDOb4WQGg3Xr87VgCJzvXQJzqQUTA/gCHs\nECokfxHI/zKznq4zbqOdyG6UeBQigg6wldRLADZzgRAjnl4S9rXCy7XGS6EAysOx5ZmNG/CVh//c\nXZ3VG8+NH3/l/Mxd6XWYjqNyhyBh1iGs6jhK6rRVnT5PE5Ee1OPSyZPjF97ZfPXVQ/ccujJo6qkm\nrld4U5rQrT01IdML5fXGFnMwI1nzOjyaNEeg5n1PsFPxM3EgpDzCNDvamaTRd/BkWzHhVUJlj62U\nWgxrKEqBk6gIQKO59EwcXlYXuW6wVlKAgBQNSw1c1H9u8vjR9OJzw4Otpfkjf3Lw5Pu/RVF/TG9W\n2JpE0mpQinq1QRo31MbeuYQ6LZyEM5dp/3yjdvXkh9v6uXODZl2R1uRCwoAGR1tOCOjPmzSUa7jA\ngCSyk2bXB92UhxMEObL2J90Lb0qGOG8ad2F847XmjBV/iqUaszzaHQlqugnWB2Ud8iwGtUJCbU/V\ndT0F7xMEMyVU2qbxtP8haD/RvXLlnru+0rsy2X52cM++b5OmEpVSBZQSYEygNFCSbm/q8nC7PLH0\n7TvG/3+0vWeYXMl1GHpOVd3YuSdnAIMcF9i8XG7iLskVSVEMoqxsWZZkSVby83uOkr/nJH2WbWVb\nskTJIiWSIkVSzGFzDljsAljkNAAmh87dN1bVeT9u90zPYLBLPtH1fbuD7r51761zqk4OXnieXfu7\nkTux1Lrk3nnw6sl6mFUJL2Ztprx6cjcBYsckD23psLPuDitbT8o3iz5qz1gn5XTBr73j1nhCtyTQ\njak2w7q5dNTeT7BqUW//vx3ygh34t6UhSmItWPtsaUrcExspYJtOA2h3+b6F86/ePlUeMvaOn9TF\nI32p1GLUe45BwzBlh8GSJiRt6VTgGRnbK29pvrlrqzaWMkZwS8FP95nT06O9xZIAUpqxdbkC69hp\nFwS6vqdVgHWsS2vG7WS02xRsan5JRP5Vaf+GJ60hoU20eLeHDAEYaY2M8Y0GqrWHdawTXXobrG1t\nSiSIzrdISITQRgECcEwifvjqwqmNwUTjtFggH/64L3v7xqgHr39j/52tWn6APbdYGdHUIhTULgiE\npIFp1kovkGlVF3acb5W85sUtw+bQPxt9cNvAth2n//XZapovocVixqLEktKtS7WbvbSBwzQBA9Kd\ndaw6o9Ytb02Eb5M0hA07vitZHQG6iv12sANvHRDcfhxP6gluJhp1jZudlM4iGHUW0FZrcNObod5g\nuvAV3CPP/fwPBbtNEZrbFm/L+Idlwx5ZODdNpkWoVh+RiBTGcs/FQeZltvQ6+6yBB6XL7N9eeafp\nNZ1bD15+7HOYURo4qcSggh1XJ8H6dAXqtH55K4L+XY01o3Hn89oQG79sK5GrkNAM13GDm+Hhpi/a\nsQMzaGuODFbV/lUnQze5W83lS17QqclrH/2x6ROGNRJ4BfNVb7EfWWZox8EpK9KxdKDtMm0rgX0L\no7JSWKKe3We22S+/caAws8VqnTdVOqNzB0em3rTjUHGthCYE0ACcIGkFCJBkC64uZ60zSMeK9Fbr\nfzs43MxKzDb7rSuK4obRlgbXWQs3ueQmP7Tl6zVNpf3O7TiQjjGqWzsEgDCSR561dfodk+z0SnCs\nGDXA7H/4+/oXjCCuxVYKoOOYQUQg7azgfSu2uPitonMSb42uB6mXPbg6G6cEzZSKd6dDAJ10ae/S\nv7CjE60ZlNoxZ52uvd+DQZsOgO8ge5MBUTvkj2FXFPeNyEiM1Rvnd0zYq0HPbbqJq/0y1r9im4ut\nvXomHj85XjmdzuKzj+ue1MlT2dt2ZmY/eWERC1mTfFqbDUBEPqsMuLpQPVosvnR+8N7x8Z47nhvM\nDQ6WppGHweHBgASoNXMiaiIAxnk35tv7kNa9199zYEeA2HC/xITSWew63HTbUjqR+pvT8e5ZG7Nx\nNlwH7YUTrFvq+vV18JrIyYiZpf0FljkHi9aBI0Y0fPns6B1bey8/vrxTgheH2m4LmskhAoB4YH5l\nO+vvHdA9qavfWlxa0dUjY0FQtQcLpVk6fIvBGVNKx8gQgbRWqmNKWbP1dkXE0E2W/V2Pzj02IoGI\niN3w5fprV300CJvfZO0pgLAJmerITu3eqbAO7pvQvo23ENV7jm/VQbHppR+8q7J47X3/ZM+VM08+\nn6FpIzIYKKIkeqJz0CJ26mJVilxpp318X/qNlurfF13Pq+fcntaJUx6/owdijhpw/T5oW7bXXoWS\nTDrQnd3XGW93MjYjN52fdLfQ2zVuIEcbyQzhWi+kt9sQb/F72wrfsXKt2cGo+4KO+bA78s/qPfvA\nIltIxRXYnzfvetR+84mj9YGt87N2SMhiSE4Waa2VJgLDu9K4oKTqmdshz2S3XZ7J4v1oD96ZbZ5k\nu0ajXXmIkSOKVc0cAYhWvWurr4QAgGt1f24Kn+94JAdrs69JtLWq1bifdqQwAiWRwwrXehGvm9xW\nZlhnHmxQ6TYgblXFxNWPSEgdP0VS6wzbfc6AQKNCGyPDy/OrP//EkH/toSCYeKzxX0qXr+XMLTOT\nl0OFhBHvxAgwjUwJ9HX/9T2tRQztVtis9+3KBNde/+j+P03/A7+kBvZpi7kpX5sqchLdvUvma6NE\nJ6Ga0C5WsCr+dolNayvELowBtH0Qa2Yi6uh41CkQoNuOGljVnhAARJsTUucuXfpKFxCpu3bb6k9r\nJsQ1Z/bqVzde/9aqxob5ymAkgdBzvnKoOGc3Z/sn4jleqHxD88nsSi4zRwgUrwVHkOZKa9BCOad3\nzzEp+UheuPXlVrAylcdPPTJQrJ3jd/YZNnAdIFOyDYTN6SqtA+7m67qR8m62rFV2361wrKl6BAAg\nVg1XbR9vp5xLe3XrqTesF6cQ1ubd7C1ww79vzrnXL4Q0I0lct/ZeezDenlW5swMj1s+koh5f94uT\nOe8KYxKUaIctEnENBDFCLOj1WwxdaM4dGjszm1vI623kfejetLS2GlElr91AWlIwmbgRdHed0/Zf\nvUonN4snWoeMG3046w5KAvc1V29yRVtpW4teT3IbYL2MTB0quBZ7fSMxa5sjcG3e6qa82Xjrg8AY\nY92rJk1aYxi9d+vAzMExe3nvgf60nB7YO+J507PN5TmuFem2cZYINGgiUhizYGk2FeTNSwtOlY27\nhVcvsv58JmOgtTuz7NU+us8xdahwbQXrB3SpKpsJGhvg3SXArFcoOua8bsPU2mFou0LbrEh07DQ3\nQmx9cY235US0+eFedwO8OblaJaTtzwwUB4b+YI+5o1Sx9jw8JFaqtdnMWF+UOs+saktEkjGmeNe9\nkIAhGcE1N6iFA/mt0ycnhq9mdli1y9aYZpz3FuL4yFPHuBEnOeXYNr9vWPfGt77xPWGNi9Amv3V9\n6oTNYcce0j49q6Y1gO5MnTVm0Lk/UIfYwI1aXef7zrwOW7gZGrBrzmaLgg0EjYiYBIx3zW5TbKC5\nJ+2szFb6Vy6l+w4FTQhmlKFBt6uOMgJgqBA1MtbKtrxBY6FI0c5TZcn1O3anv5ibwBRTXoYu9Es3\nZBZKhm2RaLNN0QlKQFjTGzeRa26ctvFDt62nQy+6UQAd2LZN1WuHJzmUG268UfztnEXd/S5tpXWd\nfPydinTtrJS1gZxpBXLH5dT/+ObgVldcrves5O8W5871piYKok4KQJNmiTmcQCdECSWIWqsvzSOy\nR/S03jLe3/snt966lWbmL8Z2XCPryLCKFelE6NdrHXfbY1VZ7MrC6f59/UvfSKU3WRpih8d2fwUd\ncr5ug68CsktJ6HCemzD+VbZ/02u6F7Epb+n6nYjWCokr4kIrAPu1yuC9xUFjYeq5OWfm8atLZ0Rm\nvxstawWMQCdZtgCEGgk0gUipYDkj8tqYnaHWYqow/CcXy+ZUrYjHl5U42N/oLyIzDPBDCdwwrRsg\n1oESbjiaN4yOrN1BDt1w+SpxwfVQ7CLyiIgokkhI3e1Tpc4FAEkSw2Znrh23tRpLvCYfd85e8ndV\n/2jffM1HTR1P7RqvQL6aZGLqsNwjqpncxd84HPHamZmT920fmz8VHFk602eMHm1YDTQCsDqpdEBA\noDnKGCJVLx34kgeu6r/w5sjIY5WR6S0pg+UfIP7at/7B3gmldKQzVhxJQLY2u00RdMIjQSFjsCFf\njIDAWBVDcC2klNaaWOs1MKPu3BhWVW/oJI8w3Y7GhW4f883HTcSedSTzLWYnl1H73283ofOcyIae\nWDR2LeS+dF8cugcmPmJLf3jvvEnRZffoC6ARCfDGt7IVYHnFmViQ9d5c/Zl327CnPJmxCjPZvI6L\n269PlBwDmKy5Gli35NHx/LX3w2p01PreOtg29bcpRGJdgo6omVzRLSW1XaaEq770riAw7GzCpPBV\nl3vxJoyINkZZ0IbL1qSMthDWFocJqB1dnKCiyyPXfl3EVSStziZg0sDAiX+wNHA54EvbqCeOPss+\nvDg5nzLTrdlro0mNMereBckTJWcVP3QyraswOnbpyw//4Il9QrjXX5s4lPZ2jNauvHJe9VWljhCx\nWzRaPYxtvpwcXlxVUtt/11MGoqTEUJdBIumz0N5yq7RhLf+oW97svHznJNx8g95I6lZ/2WzSmp7f\nPqfQCa/trLBz23U5GRtfAI3QaLHYfugPS79te4Ms0m75Hyl/Vzwk0Fnceo0FLOliLtaTT4i4oWFc\nmUchN+Z+o3Bwh/1QwMN4+wSBJMuAonXu8lKUcaudrnubLAEA2mSpO+8A1+RXau/chCEhAK3is3OJ\nXlXIEBSs1h3uyn+gVXQJugkCNvKBGzTLDcSoSxojQMDODkFo24U2zl9FQnI+qPtOCKA5cGdl8E34\n70eW+vzAoDq0Sr3yku715/m7vaeTCrPdol6CdFNKHWZs1V9zvX27V3a/2IdbRqRxlfdGpuPFUvfd\nefuXzsqII6ruc0SrGd7JSxAlxqx1hwXX1tDxt1FSvAw2nJg1HojUrSBQ1/1Wg91FF15uNm5yDqCT\nubLxhwSvq3VfEda0jS5ktBfcztJcfUint05sRiYL93/m0Xvrzqkt8TWz/7ouvzKeeXL7hD9zf38l\nzZVuH6Nk57aRLgLB/eq4DHrGXt92/9dbE7OLjkWnqH6fCFioUuVK3+HrZ5ml2zR54zITmo/UidPp\nbD7VRtKaftTBWEL3u4GP7W/bbQsZaFrdtB1gM1xjkezmQuMGyG5uR6eNF9wwgSjBA9FqCSoiosRP\nhwjIOCZNCpMY0LZfgjHSfmFiugdWROP09emTl/yB2ie/mHpwSzF1vTKHkBRw7JamiYBIau6gn2Ou\nWlmq71l4zTrw6JVpvi9ryMZ8yYCZBdib2WKhRCBgbB1n37C+9dpNJ+q27V1oPxhXc5U3mD6oY//Q\n7cJRnXV3iidTl3Le6XT7VvAH6Nqp3Urg24tGyXxsc34C6o68W3NlYvfVyUdbpX05LPLsEz8WblNT\ncLZyuPxCeldlZ2v6fCiucIC2VNn9GCLgnEWtJq9b5DnVNE4dWvHHsxV3+3iqdW12X7Y5LIv8tp6a\niNtEs/u53Ye+c+e19LDuC9YT8e4AyjUhZNVv1Flil8awRkvb0lHbVkUdLbH90HaZMt5+ow6t7AZ8\nB2Ddr79q+4JElWPthTBYDeFPFteWw3EDPrVOsrg1U0Zt3/E7zjfm8ykfGaq4MfnuyZy3fFWOLV3n\nClBgp5I1dkoTE8VWrO2Lo1+7JRQzTdRnH2ycnni/MpiM+2/nYI/Mz43HY/d+sk9IIkJgau3dEaCd\n5LzKpSihjQSd/i9rckfbo8c6Bo6OngEAncpbSECi0+l+FUwJklhCtQlhY9xRt6jYdrtA9w26MLBR\nZL1xvB2dWyebrInIiQAOsVBMGNXbe4JzYzvoQLQzcLEw5h11e+Lq9kXfYARIrM2YkDqgAHB8Xr34\ngXdeifOjV3ru/Hbz1j6YPyjJ5JThflT7y/RdUtzzd9Fq3kebLnTIy1qL3FWKsSq9dfgBdK5dm5bA\nrmOgTuraIiVxujeQfExeeS0mq+ue68CSeGw38xm/zehAeEOs/qqLv3PZWsreeh8zIJLW2uCo7aXm\nHQN68ZmzzM71Pvm5eKj05nmlzez2130LGEPWTq/oFLBCRATZIGs+c5/dmjVay1Y0x8eWyidXNOHz\nX/LTFCwuhGljXzrJ7SKkTobRai/e5D6saz+sB32H7q9tz1UfPqwatLFtUGBJef5ufpH8sPYfrKt3\ntMrz29ii1WSVBNHrA2ZvotR1AioQu3ofrz5gncm8rad13xQ6rb8ISTNVmNqRlu7uM7GoOmePicrK\nxSi1o55i5oksIhAS06yda9CJGkeTiOxGaaJWdKpmeSxaFs9NSbky0YOvX5o8APY9tdlJz95+ViHT\nSG0yuQ7W35mkciM/7CQKJnuqU94NCYB15Ynj2sFa/bs+Ao/WA639cuvDsd9mrHOXrlvS+u+TQoTt\nE47rrkskC4f7vTN3vrF9f90dWlrJDf2s4b2U21ZOlQGn5ntKa3WUOvkeCABInpnVQk7vzEU7X4bT\nO7NTIlOAY7uy9dxDD+yMmTpUnhoh9o7zySFMeFKXWEnra5pBh8S081C7yHUbYF1kqi21EnSE8wSu\nSF3K8Xp4tOev4wnUZb7o9Eprh8RTZyd3fuddtwLY2CqYbthPGzNhOrLCxpOQnEEEZsUsPTH07R08\nLa9VB1k6a1zsGXZN7VXca0HECVGDRt0FNwAgkJjyhLVsTzzXqwtvDt/yYuW26WplFKUadFyfuw0x\nFdq1oUCsxfuvSkbr3rr7h3Uf1y2coGuTts8BwppPnjomye5p2HU/gi6esIEldIwnN40z2pwV3DC6\nRMCNPGFtfd2TO79RWM/BHUtV44qRj0a2FWZPXs0/Mn5Rh1HduMYaDLQmDToRxJP4LSIiSvFYo57T\ndTVj5rLqtsqCmr726NBJq1ZuYspw+gb7ymRtPbhOw+i4aGlNV2h/ufaeWuv1q052fecNVmGSbGTd\nzsVI6iBp2jA660z0i43CzXqgUucFuxhue9ys6Cys4+Z4cyS28dwljbXfOZmYhqAnGDuZunb6jHNo\nXC/PRVHZylTimqb4SkrEmpLtRp3glPZTQhkLHdQt4K2eMsE+60yfPdRcKWSut7JxTQu74Dx1go/e\n0a25t2FM7eJaDNudxzaLE+raVNTFitcOSluT7vBuumG7diat+cBYpzxa514dLr7K8LALDd/B7qdO\nTeb2hG4HelIJmLSmtQDgTlwekFaakAMCEiILI8dZUM9YtaEJSdb0M40dB+zPTf94bqEyn7nMAg3Q\nPglJ4TTVUcdNQEO7584/kpUBx/O1iW+qPa0ZJ/ObwR4nzoCE9PCucXRu5TFnWiR6UltZIULGVTJk\nIiN18lPbEuVaxKVuy0VsVQPu7Fu9CmkgoHYnNcY4Z4gJPKB9NgAAUGutRYeztOdtVF5vuhXW2ULW\nz1t/Ted3XHfVZvdF7CQYEpCSlhip7srvpzwxnt1hj338mT3Pn3vXq1U1JXyDqxvukCwkBgqBGpc+\nOHrax7R1ofe02P8sO//ts3dYhg0106KBsG4xLDSl0BpD1l4lrd7hezPWw4XWFI5Nxlr2JhEQwvo4\nHFpjqF2NPzsXvGUO1Q3GkC6zEtImCgji6ksAATAzPZ25766mG4cM1PDw6Z858VC/n8tPVMJXdOxE\nHSbYyXnrAFBxUhyDsw+MXGrCUqVoW7P1gVtbw3ZVZlbsrPRz3oW+0cZU2gjRiDfWpfhOTDjf6djI\nxm8+d+0kQFLbATfO2iDorNOUu3b6DU6fDVbWtczOxKd0o8iW0L326YdMg4ZOzTwsY8YQmC6P/LEp\nkck4R3PXYoWR0aZ3G8MXONfIEBbK6JsFu6x743/7j/+NyaWIrSCnyr3oR2e/eP0+OZNyK5yhlgCw\nZmV4i+iK7/KIdEO9SxJaE0e6hugoAh0cUNfE1f9tVpy1LVpuPCHdQl434+1cgauTbxhtkZoRAmIT\nAr389VuyhsNCac5++9DWM325GX3q5NQVAoxX2Sa2j2vngUAoGAmv3xLx/FjrfK735H8aGHs19g7v\nQm9udmysTD/tzl1uVLMOxcJqtFGYEOi32OgdrfiGA75h/eu/3xDbssmyCQCEXlVWkBDWOTHWTsIm\nwWEE3ft888NG63/vFo9vcm1yCpAQg/HJ09vvccFUwBFye42g2Qyfa3izfrMohTTaoeurL0HtJWtC\nBI0N2H/i/AXfx2Z6wP+vt98/lY5fYkeGW2mWSrWiXC/ecalmsAbvJqtINySR3rDoTYH4FmNVf3ir\noJ9V9yYlgFgzpLXBtTG/t3MvDevJzaaP7/pVdx2VbqWwezmJmT2BbRSldhadVw+lGikWN5qjtaXe\n0xeKwwuLZlZGLBYSug9Up8sKIDDSjKh0PR0x27JjsRQ8wL926ddGlxuVp4bH1RVyq/yN5r6Htp+5\noJVay0rFjZnkG5fz3fCD9ipw3cebwqrT4Wrjxl7bsjc5CbBe+Fn/cGhTCLrZq29yv+RapkkjEEC/\n9dyPwdGekZzQtebS64tf3nvYq3Dral1lyhFbQ2mbnGDHfcg5KWBx9Tw7l1Jx4bQ5eXzn4avPmL86\nGl1dqSs82bv1ijfdyqR+/MRvlW3D7w6jXPf+N4PYdzm6nco3u6foLIe1rXWdndG14wH0jbm260JB\n2nYVBFgtPrtqO9FJO3ZkABqQqYTiUFI5YNV0BNKOQSBTyDQBMDL8fdemdt/qMovr1tXSbZX5M4bu\nvc6j7DJgYCjlBIzFAiEQTCNGwDnXIZikUEc2169skZCbnwlTM/0L+z/gnn3q1gNbLzfIO+4aWytg\n9LbggLucCsAOYyPOeMiV5jzWojtfu3v70uq6kgWv8sINBHYdoDtkZr21hjZudtEVF/SW5KXzcjeG\nkq/N6wov6kJWO/kj8XZopohhEqezjsxZkSljAx2MY2ahViHPLy4Mfc0a3Luj8cYJu/c9n65Sdefu\nuRRqAMbIDrUJjMWGA5oROUpHxAymg7zPs7O96srYKPd1WMCU+fRYXWU+99S9DzWWhlpR64kHbhmy\nMyLdvGuGmai0rXmTc2lIqbmQ64D+nVKgTS78bk6SWLMC4pqY0TU2Cg4b/66JuG2FBNe+BgCIdWKx\nNgmAIREj5KTQkOvvAoyAGTyAmDtIEWXS5TeKh/ax8JK33MfS1jI4XrqQjVS+Lplp8VjnW9IVMY9d\nkpwk05xpZuo4T1ZAWzyFDdkwR+e9kVTh4mOPDhqTrr4K6Ym57aqHmbuj6eou8/DXEZi2QOV8huQ0\nFYGQRmd9HZ74dhDE7wpdmw7REec33mXdZ9xoJV1/4ZqtG2/QDzDphwKKCAEVaWAkIy42ri4QkmO5\nQelQMQtJXt12W67Rdzc/YzbjOGXVjrdCPbRUMUpzs5qDEUBg5FuaNY1WHAuQRCgEMaZLkSvmR+aN\n0kzkBdnIIqOpva2hm7vHnwt44N6xIu62G3P/evDXto/ZF5RpRx4vR9rUKZHSLTRWX2hzsGwycB2u\nvlNsdPMeQRuetZnyRV1P2agXJKJ5Z57uMoG374cMQQNxAkTgmmsiZqx62FdPHhOB0cg+6pqlMIrD\nBvTt+jn2tLUge9l81KL6YnPkNsnQS40YOeGInMuoMrUA6S1VjXZhwPVn6pEOwXXMCce+fnm7iQ1j\nMJeCgbzlLZknX0d2TA/f1VNHNTxoGvrE2IBSW/7v8+VF37Qnq7ZyzedPxqZY22rYvbf+Dw8cbNMT\nWv0LbXAmg7fhuRZ/k4x1RZlwTRtcbfXcHjFjSBpItO0SZiyZwWVsAKxjKJy0M/2O/1b0FlSjHNel\nyg2YZrhSHdXnh9x6y+zh45Wl5VLa8cjJi+HR5tzy0mLZHJrRmd6RSbt0dK4OATjmlluGF+XrKiiZ\nJXl4K2aHsDx9yQ9HGtkctw6jejIf5cxmbIAcLGQquLSyNVW7smdw0PnNv2EpJdW6dbWBsU713QCf\njXllG+G0EYud/dpN1kVHQtVt380mmh91P3STgd1X6g08QTAAYshCxhBIQ4goydDKaF+/xjts1IY/\n+/qxlWqcD6r77jte2i6s0r3penmJFfdeV8W+yZmvHwUvZLkwuy1+TLrLZu9pxZjVU/DndUUbMXfw\nzOmid7W5gjsf7Hnmq04u11Np6KD1Qz8KnB9/cmftzK2fuO9h31qQsjw+cPxTS4b9zJz8tT1XpqvP\nRz0ktbkKvO+KKW9qUVgHh7caa5InrSdu6/WMmyt81HVqCSAJAek+UURaIwdXcNREEKV4EBvcDTau\nhSk/l7laPXUh8CMhW7MX3zPILTg+UXzl8o5H0n5w4Wo8dl/9he1+M1IlvZL+9cXfk3saVRPrYTnd\nKGcjUzZZBLPm7A9Pjb9n7++WeHppEZr5RS8jFuKepVP1OL1/YXr7z+VTY8H8XfGJSp6xxSIXynpP\n+fU9jZbBmqjlmpeLvkNM/P2YMkAbCevl4fXkqVMufl25tO5XWP2b1KgngHUxWQwZA9BRE0OJMtXs\nn7NbhdgwOTAAhqjahXciYXotK9zxWiOfvRhKkfrG4btm0kyC/tD7HG6cPdYIZ5oDpX6tKBvDePry\nhXf/zNfmc2O49JFjanTf7+RyxlTfROvS7eZcfntzx09WP7evqgMURVv3NOzKH11xvF52YccHK9t6\nRfPyC73elyoPDt8yP6gHHf2tlchXgVZmmPR96wyCtaCvm21C7FCuJNKOdTDCV9Xdbg65iXQJN+pg\nmz3kuxtrprTkZeIABSjadkct9eKDT//SZ289PpE9c9yRBKSJOuIIOZoQCd1GEDgZS6Dav/TJ+Xxx\n/uIHRy2Lgv603hperKp8eTpbvKy03PeHvzOeri/1KjUFYlLLktPww5mmt+ANXjvRmmq9er0RMxUW\n81Z1IeWcTm+7MDtbvDLGv/Khcrztbwb+dNndbV6ebS3l4nr27O4imK4GydbBBlaNKN8BGDayj+9m\nfI+RcKOkpgXn3I+Ec6g2dqXMBjKDH03b8ctCAMJqmSEAiGNhpU1ZW1aWlJiu1o3j5uHSUZ35wu7p\n4t38bNiqyENHHn9hfPeZSW5TvzW+XG7GLobylOWIhuIX41wlMvobH3o6v9Bb/81CPuCRlTUGsvN+\nKmv8+Cz/4KtL17+15H96YWKF//Bfv7AV6+cbfTovLz1o86tbTIgARbDWDasLquv38vd+vH3lrw1j\nI8NZZ/DbZEQO6ijgve+Pb7N+4jdqH37w30RmINRgo136sJPczk1uWKmenqxhNlvhQJgfWhpt+pn/\ntHSuUJ2aUout0b13ZTKncOuh435qoUeRlfK0ldappnZ3pd3iLvON/+j/Hru056df0hHZyjBWenXd\nHUylY1ZHNHcW7euRt/vSXffwua+9/5XzByq8tzRj+Fd3G1Fdo80sZRgYGavkqK0ndJxGN0PC+jyT\nm3zYBH7d43t2EtYdW+rqUYlS8mz/Tv7npdFlaQ1fS+lfeG7FWHCBOtHJAAAQmXEQyGxhZLoS6NpK\nsXSE1be8fDjKv1Fw+g9lPzFzG37h9MFyevafvPMf/oLQk/rlFdeOZWiEVrjdtNXk0BtPjGaD4Sv/\nITfkKo75OpIJFhZyOgNO5T8cmNbP79xvDdUuX5ofLn+OPfSsVWCBMNj1ULGywWKHBy1Dm10Cw3fM\nmpMlr48v+m7G2yLhu7IqbnIR08zkLFzIlRZm04ZKNS37EP61zjpESikNbZ6AwlQUNy7Ottx6lHXP\n5ZqZ8v6LO74x/sze+a/f5azMDylZP3E+V9d/duF3/Ma+7LJ0dMW2JBOW3zcx63/LwC/kC1d20Y56\n3fJEGqwCgUM9fc1WTyXUT7zWO22NOLNzrz1x7WBcOfLEi9cOVir1huYpXNoCpXC2xrJSwzqhrUtb\nuykuuigCrr8wYcxvdyIQvgtytJH83HjTzR+niEEYTJ9+Ms0yDmtey7r1f2Ryww+RMeQGi9v3VnFk\nqso1OB6gTu9pRs7ex+HWsvVvsiOD4+zJSxY7si2Qnoj6lnA+y+CuM2GcMW0Z+qbH5O4XtZrvv2Xp\nWopNW4+qCIq1QuClVHT1pyYDZgZRqrjoi9i75zXee8mf6KkN0VF799a04fO4DrR0YuEd76o+H+tY\niGgDlL5TftA+Av9nTsJ3O9YKmCTDIkLLzkSNnVtfW44HGyLifZXeZo8CAE1Kd2guZ0zYI+8ee6bB\n5Px2inNfbJ6fPHbNll/NXVwIAl8HstanSjSVWp64yOSWa5obCphjGivudfucbY3wKhWzM9knf+Ur\nGafR6xdAqIG5AGdalShdhUygmhd75r9khMN/WhCT0+bsNXl+yYEo1tfP51LBu177KnfjrqboHeX1\nbUTU78VI2n/RxozzDXZmWGsAdLOXWfMvIEBXBjtpQykKwNiy/zRmvT5PZ5TdwCbjSStKnlSnpdgE\n39s5c6ZYK4biUs7BfL95qVHvcWVtZKCkuTwObm+pl7NaujUIpb87xwzFIsMRy0P+ta9MOaw26Evr\nOt+28NWppunXKIzNgOc/ro0di9liOe0Xswv+t+v9OTBzlLkynuqbg72DNdI91uV3ZmI4kdkahGAE\na33Vkv93Quv4mt9gHag2mCtWfTjUpUJsSqY7WjAg4OBGJKyapm+wIb4lEjYqe6tDG0pTABw8jkq5\nUtpK20qn28UbmE7ioaTBlP/LaasJqdpIdOn2uYGh6NJKkTXzS83+sVq9cdU2B1rSvB4X9ZVCNYYF\nIzQIUq6P48t23rxad5SVLamxM4Ne020qw1BQzcepbRe3W1HL6xsJXZxK0URhi/1sY+9IuWd2cWyY\nN1NXy0MNy6y3nIW/9Q3f8kzobnVAoAGBiIB32YjeijzR2n8dA86GBMf1/0TAG8nROrMF3cgLvktp\nqW3QQ+0sa2EcvBxkJQvBlU1GBMjWXsQgs+XSnD++7wUnfXVe31NdrseXR0w/r+jZfS44Q978SlR0\nBsvlcIUb3DN0K2UaFkLzqphwstf0Ynakzy5VLL+Wq5MjIDSEVG7Vv5aKvMGCwgsL0W07J86evb74\nYxWVkieW7cbYtqWv77pt7vzW1hkUYexKw4Ku/UcAsNblZb2N6OY8MsHW2jF4ezhtyhPWW3/+viO5\nT5RPLYfu2EzTEoBG4khejcpDAKZVvccJXpoxL72zp1R+YtfMF4wf//bfDYsTw/d87sptD708FF6q\nm/2lH1FHY3FJ3OstxiKgtGy2+NU9h547O6/DvkFqlXjzlpMS4ziVaSgR+1nLWhAGz4jl5uVq2rDz\n9IW5uyceM0uzUw/D/75n4uzLdzrxdDx7fveKZhKkWitx0Nn6a0mCBOszbN5uze1pCG+TrL8ZEjbQ\nk7/faPtUKeB1V7y41dOgZaSEsfpr25kXErK+0d1XLj/fXIQ+/vpnShfGS+x0QywE74ghmj/bDKM0\nJ2+GNbG/2oyDyDJrEmKfmb2tc/VKmDF6g+nlMO3ZYZgWzaDXbqITNjzhCC79hRXf6IUrp0ZQpuJL\nzxa9RtPVpWP5aWp91YvPLPT3nCIRMeLdZvl1UFv7vKmzp4sc02bg28Sk3b5+MySs8YTv0UjeScQG\nmq0Sch3IWLuJj6drSznITeNcai5TrT4fP1A89zyl4iamwHOrJ1RhbmpJuDb3WuyqAKsUm0sNwBgx\naGjXp2BqwXagVVu6pg2fx6iqGUOXfENxrIBCLb05WslhLT14/sX+lFx4s2Wm8rqRHvK/JZ36q0G+\nWR+BFWIRZ0x1Gd4I1mp/deW8rjsMNwB3A4raWRA31BDsnndTnkDtg/T/d6zylo4NhtLlcNDPVzzl\n2lqFFjJs9wEGBATfIDXqzYuqkE3vqimsUrpSW4TlTLB4zW22DI7a41HcKGl0lymnIggVMCRSOkyx\n+XQqjrQWUpFQZhQHQSYI0ypWpAOTDCcGxn2IKobrlKU8KuyKbzQarZxSrBnVlemULG0g10nVkeSd\nEmgmva9XO9usiqo35Qm4etE6nvBWetamyZdrsP9e1MZtv7xYztqyUj0wxAmBiaTe/lrrS1MEwWCq\n7IhyUfHaKViu+JkzMoUNS8z5Im9RGAbScPKGRaFhSwkxd5nIF23NelqVQYdxkysm0NSu8l1CYygb\nKEYcItJS+ZoB9MLVMr+eskrXUpFw5IV506ukotMNF8iIL2mSBgoj6cHcSZrsHARaR2LeCijds9Z/\nf/PiW0meHrQrYSFiJ/MjefJqTknX69w8N6FzEbJ2RiUii1AbZhiZQuSZZO9vDmQFGQYBaKkVEWpk\nqJXUAIa9sN9UcbFixbHLC3vi+jLWeb7lblWy4QtpWRqrPtNSmVwZnmEFYIelCsMwlapGYRNToMoM\nYhUDMxhwlKgMFbmRCIVWFuGyN6SzutzY976wIV1yPV+by/zHyfR13cdUBBqpk7SKa0mXHdACQlKu\nFrsZBusaSZ7CKsw7W5CxNbBRFx4QEZFzxm6sld3G+9pjcFPCdEP+SZJmQwCdnKPkn1xAJLmQTgai\n4NZffPSp68w1SGSEaRu8u8hYndlP/lWzHl30ast33ddaOp9Sw3HcnFkxb5fGIlSZjHzKQDNiqkm4\nBL50m1Vbp1F7rRZLubmwptRYGLlz0LcClr8UW6BRMWIKhUuqAk7vICxuMWts+/WUW/b37WCAUDg8\nvuxEVPW1aXHN5Kps2AWOTTfcDeOm175t5QocWAV2+2+bGazK+e2SMzdlRJ0nrfPm4No8LhVHPzSj\njAdGbgFTMaAUAoXBJDEukyQXBKaYlx+u7NjVyPSkvryQcsZ76MXglnw4sDh1ZVfTjj1fNxwSuSar\naMlFtgy2FJUMaAnpGgcw/Dw1mbZES6TmChgyA3nDRGVqzmzNpND+ZMUWSzYctGut+uLwEf/xhg0f\nYhqtrX9Ukppr7bSMDYVaEgWtU0OmS4tuQ6ub1m+GhQ4/v1FJW4PfDUigDQET7SDPG0/CjUjB7l87\nzacVY4QUhMzkXK3kWkbKUxZnWjDGCBjqNhKifJOZMBZ4W7dOTi/P3LY4M5ifP7XNdDA6CyOLxViG\nNdsya4ZZzxvxcsjy6DR9y+a+Zk0YkryRbQk/19hxSakCT9WpJJljNc1aqo/ZZTTKxZaO0irOi97r\nUcoZTr2qByu5By+eDN+Z2fHpRRFRFHJwvE6diY6AqNsSK0tKY6LegIR18Nhky9OGvxuRAN1I6B4M\nujG1Kq5tOrpv1sEWAQBfLdrEhJKKtOEFuXRBlF2/GStTpJUCgHbHbQI0fAvDVM/1rdn/e+zbvY61\nJd88/iV327bCs98I3sEj/00/W7fyTAUi3x/qxfmRHsHisDTulEVveeZWVW7as4NFFDXvzZ+aKWVn\no1JvVlOr5I3kg/R8OXa34XJZWaN+cekdC33Re1YusnPe/h2pW77wE8/uevbTuo7YNBSPRTuTtoOE\ntczGt0fCprSoTSTeCgnre2/CZhjdxIC0yQM7mj1tEKnMiJRSyDDMoRGeHGk0FEk0TKUUYpcThCmh\nyG0Y7+356krhFPb9bb6UKT/w9OsB+8hXdx3V48Unoh6sGJPzXqpyOp8RjcHrs6O7WpnFa7psR0b+\n65ldreUdJ65u7TFemJiKcz2LPpsXg8TktfJIXz9ZU3FYkI1RfWX3+WZu4b9v/akzr++ffeEjgyfx\n/Jd3/UT+v89mOJLiHdmUNoJitb7BjeveDB7r4Pc2Nlh2o+jUVXQBbmTAb3m31eODSdWiRHogNFnQ\ngihTrW+p5bhVzAlVbwSatFrNSYeGgxGCfveBcennl2ow9Woq33yMVyoDLwnxsHWxxoJay0pXs8SN\nvvEUZ/HoERHiKTl6QMXB8Vd2bQ32LF87NGpxsTi/W/f0FKxsXypXVDHvz6SC2ekaG+zx40rVsQ4u\n8ZFec3llT3Z52/hppz659emn3vsIj5gmhhtW8h2P9VBbN96WMW+uMbN1h2ddJv/NRpuOdqrOrH6v\nkBHjrXoP+Ss5Pt2nfcBWkHdCYWGsaDVJIx21BIdIvFL9qYtn8jy+re9Nt8icYX9624noXLP5uug1\n7Ez6eg7KkWBhf2kJbhms1AoX33F4IRR+9j543u69WPpJ7xsiVc6/c3rRi+z+ZY8cX+UbUA8r4xH5\nMn/s4aXT78yrlcGZLw0ZpfdveZqFT1w+NDB/7MefKomIs5h3THUb1/U261+nU3+X4wYRtaPmrW19\nZEkbiySxt0ve3ah8JKZphNWK34gAEsCTnvuj//V3PnrLr/76Lj+MHcpmtbK4VsjZKtMPuARsGR5u\nP3b4Fs0WLHf3wnItnrjjESlfH8k27ExrYNKrTjbJTLvRtmrjgGjs7wthYmH6Q6Yqjp9Jf8yYv6d4\n3HzEw6IhWAYHx9GJy35fP2qepRFsIifZnOrZdSb07undET7x+WhSTNyz+NIv0oW93pt2DGhos03d\nV0eSfdyhAp32Lu2Vk9Jd8Fut9bQOnpikMHd0idV8Z1qrDPY996y1H7Eqrwo/lQvUHf+msfxTf3vX\n9pY//Ne7ds4ePW2ajGmitRKdFs/JeHho6tZm6fP3HPqfdy/OHxp6JnNvKrsw8kSet1oWh2XNta6a\nHoxfC4eDsnlmaUj3wbnXpwqlpdbonx8x9l6loydcqm2ZiQOGXqniO8jR1IJXbUNRU+GO4RfHx2aq\njZTdMxHwniW63S/d/uze3m9te3qs2UiV1+WIbHQSvsV6/37je46E9gFe9SaRkDE6F3/n2ZWx+POH\nGcplw5+bklvqXb4OJIRI1HM6f9fnX3X3HV3asb1WGF86v2V47pbnz1lD21+6zMLA9vymSOcqLYl2\npbLP84Zmw+ItM9sWzkL2zguLxbnyxMj53NSw1XdJ2LqRabXslm/LyIqAWnkJGAVRz4ePTc2lt809\nfc98pbA1fHbPpWPDO6bpzjerRwYO/YWEVNhpntddjKrjZ9uMxX4nZPrtxvceCR07V1uziW0RCuvK\n64Xhnl07Xl45/qXMbMs2Ur4GSGhXB2E6ZRu3Zfu5dVrl5/dlv6JKw4N9r780/SAs5V/NqPxKagtc\nxrzjDV84PrrnvHX/15cHtp6tlaKFu+b8Ww7/mbWnVLoz81x2bEZ/7O/KhW0lT6HRowPy61ZPqiwI\n3KHLp951+GLqg6eYelJO9oU7ai9M/arNjzw1O7w33fyBvy25vm8DrPPfrNOz3gKia7bXtx6bSVNv\n22ft7zEIAMgKoqzRMIZiFZ+ZiuTgSA7yQ5mwgh0lu+23MlQuFruv7/xZ8fKWD8XmO+DxhTvnRj5Y\nl6PbFs6BLJWjUGkVzUiZyzNRNy8spcsz/eLFhZJ157ubXz+7ZUVtK31zeUqkzXJNtbyeWj1aatFS\nKTQykg83hDZgcHLxzK0Z74JyBxpV547lMqs2t975eTnhpLcbrXqvMnRxFUjrVODV/92Aho1S43ck\nRW4Yqyfhe+fFWdsPhACkY1Bgilxlufk0MsbDMT3dW7BloouulnEI7PLuHl9tb6T/xZbayE7/8Ei9\nsNuNj9zx7IHdJWoVGracy/TL2R1z58Wt8HQm95z9/pO1PUebqYdagTVz+aHJKQuPbvlHz5weCD5/\naO+bVxXwLU1fZ6Q1vtJKYznVW5l2U9fu2nHm4j3nhu+5ZVGNqC0fuHh5Z3/K/+grR53S6V/8y5NM\ndwGCANbS8G4Gpu8Fefo/wBMSGbWTp+C7IlAObwWGmvjVWmam+D+mB3r1ci6VFNdNZhACpaLR/tPh\nhaWttz37esuu73/ns4+p5xv3jLeuQAXtouX5y/aO2tK0bm1PhzyU7Pq2gWnpYeierYiUvnp7vBDg\nCu592V7KNvPDcxav5uIFzJQ9zSteRA6yubQ6o5t5fX5usMVKy8uQrYsXLpX/mv9B45Rowg8UGd9U\nA1710/z/iIL/Tmbg4BrobjI5oRlrJbc3vx46rqi2zty53vK1A3U/1o7nPFzgZ634YpzKyqZNmni7\n4jgRgACuXazXCmgNH/qL9HDk9zVKTrHcPDDbGIvqGQqcZT0ahRGPBq+MsVnZy1NlXR1tmOmqFIEp\no/Ry2gi4MBpZZLJQJm06QjYww2oCet2gVU+TLVsweCnT6rWrK+bI0sBHvkKHXz71Q+/4PItLMyM4\nEp4PeFIzCjqlp7BtvtOrkFiVAKFd5msdzDYx4N30M7Vp8ioSNkK2Y+DQSSOMTc0UnRtB21i4Zj3q\nRhaXjG23p//A+NVj+VyrEUOOW3UrpQGQEfLACZymjWGhuIW8Xc6F3Q9W7vniWXGHdKv11xup275Z\na6yMxMIzdo/XXilt2a1nXt829M7Xz4XbJ1feDGMxV1BQ31LphVBIwcPUkhkZnmOqOFfaNrl8lveO\nB9ekPQYL85lMHZ0SM7lW5i0PfW3lx5bLj279RO6ulcL4/DPu5N+e+OdnPhUHJELTMyUSITKipNI3\ndXvU2oa9LkdPl61pFT83wCtBUbv1KLEunL0lOcLV/93c+IFtSY46JS5vvIJDOKuC30qXXSGrv7v/\n91+Mo6z2hQlaA5OupLqjpeA/fc+nv/5Dd33p/bkrv/eOvZ++8MFvlX/kyvGPjeUvFQYqUWzfsfzG\nZK87YJ3/6P7HVv7i0K99vPkF5eja5L3Qmjh5e/4ym3+w/MoAzo5m5rItaV2jSL95fWQc4Ol92SXn\n2fFxNeGf2nXgeYuWrEKqVEpN6Vs++eVhI1y4JE4/+p7zpnF4Jx8901f2DGHqxIapvydqQDLWmPwG\nNgOAQ13XbDwJ7aO3qa8Z1/+D1g7q+pPACRFb1ETkkNax3ofq5fxoaykvGCPNwAi8oaYRFmd+8IOv\nRO9+3v7wq88Y+x8/Mrj4Zt/gtHnk7zxnpULjebHsHW7U73rZ6j2360d+6b7FS3uurvT2710YFc0H\n/9o7n37/7w9kH7l2xg9kMXtxOxp9YVUV52pMQ8+F72PTk9/KHlp6t/rkeOHF0buDY1fufOcfvrdw\nFP7Nt7/+m4t/duAfP3b+V6LHs7d+rbD1t67G2gxBO1pTu9p9u6bd2nLf8iTczKTduY7aKgdrX0jw\n1iehYxh9y3Gzk7Am6hEyMzIMKw643cQztcF/+8lZ7EnFkeYCVGhBMzJFddcHUtduMyenviHs4eyu\nygQIOt/aY/ddjN1ati94EL5RzgK77eXg9i/vGTlTB293Lu2/95NPLquR+UjKx0dSYuo8Y/lKkLPs\nViSnIDcxHsyrIS9znjvB9spU/UJhe0/rvhe+es89Z14c/v6p5bu4e3jHK6WH5z7R94Nnlkbi6ej5\nSz015VOUbvlmsvl0lybzdnDowHkj3Fd/p66vuvkHDrf/0alRsTq5vaFvJpt17QzsxnDnJHTzDESJ\nVgOUTinlyPjDX2kJKydD5AyUtsyKJYzWnjufmGhWM4WzS7/y/NF3bPvc8PDcypGZxb6+KYKJ4PjH\nfvixz3q7hn/4jy8M8QXD+cGR/Mr/LvOxoQXZmLgwcq7QMqB124UVmVLB0NIA2NIrQHg9K/cU5/FK\nS5kTDCyV6oli6814qPdUWNu20MplVx4e+YJ4ZPlo7qFjtlExsuey16wgUM1iiCoxE+m2zty9ub6r\nk0Dr560V2+5CxE2RsAF73UDfDBs3kKPV6zhqiaEpWmiEsXukemrg8q0PvfpGWiADzUAE6TBby4Kf\nh+L+QqDu7HmlVt2yu15eZvkq7fqbk/2R7ovOj/3a6G8/mXp09yuvpCcnf/Yzx1vsroWSMhtCX+pf\nGm+xolDUXzLrGfTN64rsKoymg1ZPeWx+YTR9x8VLsun0rowfuIoDFyosWBqoyzs/0IyNUZ3JgPFt\n/wPD8bJlGa8sf7O6QNRAna21/U1txYE2APO7R0Ib4mueyrUrv5PGRm89OoV61jqHbPgZkJgimVbg\nRpQNzMqAt9J0NDCuEVFmmKzaoCZ/cPvwzAFTS+vg63PfVynGhtY6jL7K7dD0A2fq87939+vx9Klt\nd/RUvOcasGdhYTnzZqU3H9171+hAT6pUCERT9tXykvtNWak2vuRfbVgQV0UelpdOZ9xh5pvRnJt7\ncctcfdCtZmundv4IT4WcdCp4+HRB+Q7X7Hbz/f/1pUpgY9Bqg56+A0r0HYJpsy82qRC8YSTCUVso\nvtmr0JrstYlgBgCkAQSyuGoQDVS/YtqWe/F8znaBiDGm7TjsaQka+oE7ZGpbXeeN+VTPSJQuizoL\nYWW6agfZoaAelmafOjAU0113Vj6xs/rCkXk8JcYWHxrad9ClElw/Ws/O1ss7+SVraC9MFbYbwwPv\nj5Yqp1++UpofKC7LSrYFfSJ74ewDvcMNOZbpiS/Yafe1Vg72KBFA5vZFmzPDaNk1+xG4cFaC0Ey3\nFYHvYWrCmn6B3V8A9gvFtTYjAZQ0hWgNLqELUSLgA4+tSGgeGACIpBV1KnCslh9ISoARasa1RKGQ\nOCOtOuEsjIAYDwPFnYCkEEBBnJfCRORJdJvrZZYGd//i8tXqFtlzW6vSgMmTYpnN8z6vUtz/lRc9\ns3DnPZ/7ojG2u/+iu20qe3U8OnV4zrUnd93JsTx9YaVZLWeldlHWQ3NeHGHHd73nwrPD9+TD7YOz\n1pvX6tcvZoIdbB7N3rh3hoPRvOOYv6fxWv8/i5snmz/nhNXmzsLcycLWfg+dU7Rlxf/NWY/IiZUi\nhpR4wjtVCjlrpSs9geFzjMHS2ogYkkYAYpoAtBCK1lqHwHrq3a2Ad30mEExpMqBpa0DUSIipBk9H\nMqUAYkMzQg1acgMQtSY0WLfBPblFO2yZA3FBGhBBayZWn4QEpAlG8/kpvFXNnbxl8kKvcbSWASSF\nmuxKgYatf+rkB3vPz95/tu9o30Cp5niXdCqTG9Vn36Dc0nl2/zueSY2bj47/j9tn1A/9ZxzxfuFA\nX/XNr0xVypayCpAba/bo4Zync8vqGED5pZlGdPCFL/bdEm3P3TNWufb8m1N6Z2vrQu2We148KjNz\nqWgZMkt/8bGth85cSaurRdnoP7BQk32gcpcHKgd/7leGl0WoCbErrznR7CVD5nikwQ76FpgKUzxM\n6uOi1sAItFY39XJ2oaK7Cg4ACApsE3mISc8Fwthp2ii1ipUp7RhjEaIRS6ZRASBpuZF+UUfBYKRR\n6JiSzq6d9heJIUNp5vW56bCKH3j/39UGeBhaBAQMkeJ0GLMfnPwv2Q9U59Pwym18xFkWry0O7XEc\nm195coHMw3Ty9/WwyMVfOdR/cvDzPPdDP+iop06fWaga2JI1M8p56PoZVejPDg3sPNhfmz6z5M5+\nKjDS2HhxJBgMbvsF79qXzjei1vizJpm3+ScwI04Bu3Lh5C2DKhBxZcUc6rFPzD4yrAdnFyZa7+qX\ncb4KSKCVaqcykUZGTJG2m2mop3DRuez6Rm8tsjUgdEq9IlDS2Zy6tv0asAGgkwa0OhAARJYk8x0X\nNGOkADHFbcMXTAIJMkM0WWgYihC0IjQZbDwIgADIEIja1X0ZAjIixdsPIAQEBVA7bVLrskxtedkS\nfhadJMgQEOw43f/DxBTAEZcW57f1i5dOtt6xvcCml1vnpsRgvZwyZu78iWOfucMb/+Dvpd6191/w\nr18/PbdUL8Z+393LvdZrtYxSdlBpLTeYYdwyunP7B4uLJ1+s+Y25Wuve8a8NfSm7s///Wjp+9hkp\nd9321S1YL9dWBkRz/qWHlqrO5MDYFWF7ufxEvs8P3e1XGIkf/kuuEscfrdntEJAYAbkzZiZeumWu\nP3vFrNkpH4GRBmQaEdqt5dsUonOA1sOL1utfSEhiOucbNkfPalMOClgkLcUY0yAVN8FmEQimLKW0\nJi7kJieBAAgUMIq5iVrh+mhNQCJC20MrHIAvpQrC7+UYpYmRRg1uK1X5sd3lvPraHYfObn9/OR8u\nue8dG51vwhJUVjQLepfmR3bsz9a39Dc/a/zkQ6MXnv3WS7qxPS72FOoD/1AVc3/zx7uHX/r+N047\nBTO2gud12i0eefR9H736+rOndW780vUt71p8Vjl3vfvHnv7KM+wR5/ylwZxiete+N776wX2npqPB\nEW6D0nySZJSNM9tf/oHgvcfON1ADMUCRtM8m4AgEjGGtN71lKZj4t+VPff9fvcYc21TAkqhdrYkY\nsRv2/lsPIiBx29CxECNtalDtyFUrTjf8VEpKFehQMkO1HFTKNwytYsk2KTCSSHMaBSgmNGhqBwZ0\nfkYkjQ3LQEsXF/r65jAzb5oxKoYaKWZs7H1g5P56+8iBHA0YZa922+jC01cngniiPi2HiovZnzuX\nf+DT+w78bviTd8VPH1uY829PHW/+p6m/MaxLM/daNF2nIFMsypoV14tmPuK18sXHhibvf/9DJ088\n9u8OwTd+I312y2uPXzyw/V995PN/8MBJt3jmHuebZ3bu/vJj97+79LWq2cNXUti0BTGSWVo4duvg\nT/23SEuVlO/r3kyArJWdPPhEtPIpfbYy+qmnv0KMEmIVawJazTFJavd3mz0799FtoX7tM4FYYSEj\nIxJKA2McyNMiFF5Wl92IWwNh0JTS6S95uVBqYMaNaT9tCZUAARiqljI40xraRTORmAYGCGTyFhSW\no/xci7GmyFPIETky4sx7b9/r5eEfGl+4uMNsXVjZNZB96WKY6y1nValB5tkj9YPBt/aFX+29/x9k\nf/doU0FffdGlurttsTx06cl9YfQSTL3i/Fk1yPqiCLODhoizGE9d/eL//PCH73vwM2+4AyuXVna8\n99WZlWjihw4/furEw81yc2F0+s96M5c+1wetC0sjfU1uN56ZuW8fybJz2/E91kTsuYLUamfihNYD\nI1I5cXlB9K48XucLO+4yvl1NEQApDUoTggYG2InP6HSg2HAu2oy5I88jAAh/GtMVU8SmIjQFkYoM\naW99oPzlNDFMh5W8z0fHm/WeTKUScoPkpqV2CIgxLQ3mNyiTMeKobe9qnwdEBCMyQzRdz25mlJn2\ndIoBTxIG6wtzr8ix77+4cwjpm//t14cWpd0/O9ks1U9MMTg+dvpnDP7Qn5f0v7rtS9+YKwo74vF0\nT+HqS+8emSVx/putScXBdhaLFgZmZBS4BzJUZKn87G//+Q/8q3/33Fdm/4Zf3n/rlVrNrP/7LT92\nOPVX6fuuqdGax3riL/Ud2A7cj/lCdkhfuTWOcw2rz339tqleuZj0Gkvac7U5A5EC109J2cpVP/Rj\n/+Irp8KlHkUARBoAGSNEUAxZt9a6ifK67iQgAOARXO6BBcU5tjKBPHx9QRQ9sxCYUzDaXCkOL/vF\n+b78jCFyF4xocHGoamvFRBhbKkph7JQyaDYEM4JckxGXzuy9W15YiTX1G0pTollw0Bj74LLIlgYE\nZpCyImHHyuUlwzCavd4dP5IKzVy+2hPVxt9cvDMneYPPZcuNnv/97UH60Ut/9UuZE7s/e9cDl752\nJmOFxANe2P30QPXufZ+pFs+865/WLnz9ouP6SguOSc9j1DGZtuUHrm5tu/1Xc5/7ciC+P/vCneLV\n0KwOFd81/weNfMY59Ujx8Ub9jn9ZRXvIDnjslmWvInN5oBk2ilp/9ROtQNkVSzo1JbJNcKJUy8CS\n7cZOzJfSkjvfP/v1g9dZvilaaAXKChFIE6BkjCEypkkBj5UlfCvM+kFfGZABAkpDSQ6KCQSlkTNJ\nQPgfZs/VoyWDR7JQ7hX3vDbbl1n2NA7eeur1seLVXz/xBWGDTV7v9I9O/EVTZn0UIBGcQs+lqK7y\ny/1l3V8rKmwIBiw24lvv+PyVW/3lwLMAGUPQWhA5zItaWYmttIjNiAuFnHFpgluDLbPGH6ejpt4b\nBQWLYsZ5eAEGPIvP953/0lnZ977pV41WaeAj7ieuYtY3rApXbGTwaLRspb1Cz0rYM98TSREygYlR\nhqFHaSduRRU3VeRlcpq/9eFzH6/4wzMT33ftjaC0NXPuyPf/769MiJ4oGuIvqn8y3hyZff/MvHew\nGMdA1tzlJ82fP/Z+NftHXxIs5nUr7cRz3Lal0UxF3G4ybdYhE2LY/Nl3zH7oj34/HBbc82zuc+j0\nTGWcIZIGQB5LgYr7JlLdzfKGckWoDalNFitEZMg5KKW0uDwtlW1hSLmYD14/fz7FPLDrca0qtq34\nI7+VTvd4EmXKGLwusa9esQOLaUKi8kxsHDrw3OVCudnfY5zDdDVIp7zwuaeLvbsa+loOgAC01ogI\nMvQp6/iOi0EMoJkjJWqL1TEfL+sPH/xls5DubXrUTwvZa5Px/Oxi397rmamTJ6GoL++++0+Dh4ZL\nf+yZjhbQimxnnrt64JefOlEMpvN+2ZKcW1rENmnVpt2hB8XB959+ZiaVsZX77z752//5+BMvZoca\n1wcHnz768D/68u8+su3r0fYz9S0Dh159/bZis1IeSlWzJekYphofc5+Yy79y+8RdJ+fi2Na2UQvR\n8qXj5+e5FaTLhrLJWMp5D9zzzecWL3+q+seX3FTS/iyJI+ZEgExrxZhl2BFwTkW1uGPy3EorbUWx\nAEbCZUFoaEDBSQvGtKgs5hRrOcKq1SYvh0ODfhiYeebHV92iyZfTMzsGzvk5JTPxU7tbDWFrCJkp\nwmogBnMLFyvlrLWVn9v/T75d58ZypGmfrtv69JuGExkEgIwBY8hjydN5zsmTLG1CJcwwwcGw7EYr\n19x+16VGv+OefVBnyrWcf8XZ9Y6zU7uYHHjtWGbHvH/1Qu5APvftN+1sr7eYcZq9U30TatkrLFeV\nxWKSqXTdYVGINia56aSQc4jK/tdrUZa3WlHOOfaRf/uBgRnjpSm5Z8uE/5WPPvr5b7gf+9rfjA2/\nWNxffGHXw8+kXn1vhkq1jB3InFYH970kZ+5e2n94PhtTQdfDzFh6uhaqpb7MSpOEGVW0kwnTjx13\n6n/Y/5/0E1OhoxWzFQEiKI1EmmnSmlAD48o0rEA+eusXVF4RmVyFWmMkCBCUAFIKEbl4Y+VAhoHm\nrb7JQbnYzNY9JRotU1wfLA/bF3oGroZk7hAvm2nn8KXzpuW5AVgOBiKWkSGqwvZo4V33f751zZam\nkM3I81RrZcAqWYiaCBkyHREXUWuuB03uNud60i5Px16rp8dzXUw1J+791MrILUNDwi+fy45dffCE\nM9i3NX+6sHhRx/bIhao6n5v88/6+THPWSUtPB1vK4bZf/OrTTwROnZmxxZpNx9VGnI4YCgSSXKmY\np5FOm8gjKDqhN1n7t0//5z88+tmp8gDglqMXB73DF9+4HbI7jN4dxb/76j2DFnm2c+nk2Ufu1bqS\ntpp3XZmJC5nJQqbZEEusxynXIe1bYvrh9z55KdMKbs0dYw7fUtFQjD48Wgfbl7ZqlwBniYGAAXId\n6whl7PeWpfr6K7Mpg5NWABqRYgZSSyDOkIcIIEzXYjGBsfzbh//RSu1SqkksUgGQcSh3ZuHI5aI9\nPGXZUjSX4dW6rZZFRquQg5uL4xbywIzAGr7+FU2G4ymFbHpxYmWI2S4t5QmUAkTOGO+xl+cKokJ2\nf1amKWQBy6fTrPDjo599Lf+RiyfePbY7HS+zmcb+6sePHHru9vz+ZTZ0sry4N4dHPjVw18sX8g3P\ns5QAT+lYsd43f3t2ctsrqYqMtVM1slWFqXqMnHEkxaKMEUWIqLhixUI+HGmdHSh9c/GX7u/5/bD5\n3Pjd6vf/L/7ilhWcPFOxoXT4wjPf+rFr1VO3emd79z7t3VvqDdImje8+tVvecur1SHumEzTqhnad\nVnr4saGf+KMZSw8XXrC0olyYKkFY4lIp0w5CkUjpqBgDkoxpTQo4QjgFLguCNDREnreUJZFriQwk\nIZBCYFoT9nljgs05onVg/99ov6fvnEVmOpYoHrBfnjcPHX2X/SQwqVvclP6AU4+1ksxmIj2TtrRQ\ntp+rVwvLLOr3NSPmODTlyLDQW8MAGRAx5EIbWb2wMtIyRsoNwwwo3V9rjthe3/JYz5vVWz+4ayGd\nz4UzY/acPfr4f63/2kLuHeZ5pK89t2fbpWvviAeufrvA/TjTsETFyMcp3sDgwNkVUxiIRDxw3vdc\nA7Ce4oIz0FpxUlIDkImAmqXihmt5kD0//KsfWnzt67P/+N6+f5/v+R+D+2Q6aFz3hx569YLzhyv1\n7IHKUZx8ht07vyOTjTSEUd9S/atf9okZXsPKpWZDh5UdTE20rhTKUVjIzOY9TZgiL5uuBoiMUCeR\nFCw0TYgV41qhVraIA0vLQhlGrvc6QWgZMVOMiEGQdLBlSKQJe1smWX4KqKktJ0j53GhRH/PMbHm5\n3w6CXNU1e4Ns5TqZJIN0tu7wODa5Ah440vKVEMJaKPAWMWaFsRsZLd4aLKVDSzIGSmkwEE1sqnS4\neOhnFr6wON7IHD505vmwsbW/5tuhuuPebfZJxffO7nvB/9Dcz2WGdz74qSN3Tc+cPj89Dmy+Pz1V\nfdcrU71mOFCmUIkoTRIjl7RvBobmqp7K/z+/P2W5HjcMjlqT5kqjiiQWFc8GzZQNotY0wy3Xmv/k\n51NPfBz+6ba/euwP/tP1XGY0olY9cvuWrrx769gtLVvP9jcXD+DT2bvcWia0wvrTp+evtvbOzLmi\nziVXfo+voWkKY3nQB+VESFYrFTk1DgxjababmHDWch0IIyYkoYoNM2ZesRY5WdMi5AhSyRgZcdkQ\noLXWjGtgiBlNDNEwQSqDayJBKgYBMgk2IjK4m3Op3vA4U4lOyDul91d9EghILNKGCUobyOM+PmVI\ntFtFs161tYHaAM9Keb7i0Q9dfsO1FxnWf370yYUBVR59923q65m7CtL85JGHT7xqbDVHr/aYV/8o\ngOyenicGUudq5jtH/tJZzOy5uuTEJghZd1vaqpn+gG4UAyWshk47sSJpATkGISmgSDNIC6mIJLlS\nBkZu4iRUfuJfzf/l8lA2+vS/fOZSujmyp5oe/Ta7vfHaSu3R/zzbH2QQWGSc+cIv5WIu/Xr9jSfn\nMKxqraTTMkNO0A67MJTBlNBSEYIEZsRkQKS5wWJt8lgzpYgER62T3AZUIJTiLhqMGAcVatKatOTt\njmqMzBDzmhBAGCwiLkACgpbEQCFyxhFBEDCBSqFApTloTaST7tZIqy2gEQFjMIRWZEm0RvhUIBSL\nBu1W2CADtIAgjX5M/e6DK99ONyY+FrTka1dSxSDYe/8oh7tne1z/6f4D3OKhUc6G/hf/oD9XMfeF\n10oHT9eLj/jPafQVJ99pBAMQpa04m2sq1zoPtz5nzPfHrJRNR47yhFDKiIAwneMtZsnlGnekEhpy\nxTmz1fiJ3xCf+ctbHvhUbuuX0/EucPOT/guv/Mbzb+RyP397lPJTDEKzcfwWU6IRyLJb/fjxea61\nZs2o1w+MdrycFICMM6U0IWmNZqgMUCCQS2mg1KLtS1ZJR3kkRUxJYcUcCZAU16Ch3XQQEQCJayE0\noCYgqTQjpbTBGNdIjCGCRgAbQUWAPCJOpBgwTYDIUCIy1EicAJPHoUBiQEzJJdBCc4IwqEoTAZCY\nkLFKsZF+Fhg2u/unTf2JT+nB1vKRXxrGMB0NUGwfsV1GYGKWs8ZVbk73z2TGZyf/86v/dMv1wkR1\naIF5LW5Gxci6rTR4V3Xk3Nl4IKxnBsJsUTb3eYqBFkwDF5IROek4V0dXAESckPuthkKz+Jno3913\n9uTgnhcnD57on3dr4rrVX/jGUGY+Wz+93WtOeTvzDX27BEMyZo6F1m39C6dq9dzO6/OkHJW4DcDg\nLFYoNdOaMw0UKGFyqYEYY0QaNCTVtDSyduYeaeIQ66TtklZJ+B3TkDiNOJIpABCZIlISJJAiDciR\nEFg76ynknEgTIGcdmyhHQFCMMeBaI2pCoiS1lDSCKaEsMw43moHHjbSHBEAKTaWofmXmmOKB99jy\noHnS7K8P7rv/YHWlaAbXR6QeWDxKlMrPjczaekdh8Z21xhhs/dBJ+0BGCDZVdpZgaDl0g1z1zPLZ\n09Vi+o1WT6o6B0Fvq9H7J9/8nWItShsRuCi5jhkPHEWM2+gxLRhZlXRIqcFvD/3c/vD5d2Yvj15r\ncVF27RDe9bVtH/tfjYPX5ht8+sT1Rzgyz7a0grCuaX9/3++eLyzlyhTFlmpTX64QgBQQMMZBkRKm\nyUlrRMaQGENSmpjgAoC0BuAcFSIQx6QJggQkYpxphcgYac5iUyhCRgAEPGlpHjHGSCOqNrUXpBAN\nwFBphoSgERUigiLSjDRpSkzXmhiSIoyEdA1gsseMqIk6EKgRFWOSg810EMuiTDUfz2kYVOyjt/bR\nC/L6nTvKxTINnP8k2zNsl8q5WnHE7J+4mIujsdRTfVune6YxBZn8lTBTBaceLplY8ud6RSYkRZqU\n7zMTQ4gC02AkhQZALmxP2FyiqSJGyrBNgyiTXvzfuR+SMP8P/mDb3uM9rfyCdeSi/cCpgQc//9hd\n5UFz1D87djDWWY1CwkKtOdDjjd17ia0sB0yQHXbMn1IzUMAZomBcI2kKQUtAQmSAnGsgBYSWUlq3\nfSmJx5kYaAIOqBGSehYMiCSTsWj7jhjnwEEZGABjqJGptjdJaY0MtGZEhKgRVOLHlsgUUtIzB0Aj\nacVIAY8lKa4UNCyVipjU7cp8LCKKgFgmkrGZK/hyyJu7950zM0eykS1qB42op35+paCMwgHKXZr+\nzMqOpybek5K4eKg1MVi41PtmPNYf1ljGRl2IhO3qq/XxGnfmbK9vMZdu/fJSxmdGxF0MlBaELfJj\nEUdom+hwHfEIPNPDmYL/u727/OaJrRc+VD0xsLNOvemX+ha+/ePzn0qPYjbzcN4l00+HJCvB8379\n3YUe/tAbzxnCavrQaeoGaEUAkSGZ5oo0YgTEgIgYESBwJgkF55ahSKkkOh0YQad0gQYjiX3QkJwn\nDVqHghMgICJLstUN0MBRAwMinZjTGSetNSpAUtTx3xEDpVhiGERgkKTlM2A2EiotnUCxQinglkYA\nToSuAk1IOrRtVODmwnjsfZljSzy38n1GOgwK5gul+3YMDhXERb984VK/Xapvo9NbVlRz8lj8yKVa\nNHfSS83bbG6Xe0pYzZFcw6sNDpSlFTDy+Zvc8IlL3xJacwZRtexZluRcoIg5Md6yonpqgYRu/vpn\nH37tK150UnGj4tLiI/zFW791zK0886FT+8LUvRhLB0zObNC0PVoYjkfvPKnrQpvCh7bfXKYiDdxt\nKNAKJDMk55wpikkTaUYQM0RmmFZDKWKMNGnGSKKJCCzpsUXAAEFTEiSBJKTgOkGCRgCtOHJKej+r\ndmtkBkwBgKEJkrhYFAxAE9NAxBhIZAQagEnNkZCUVsrUAfZlc4Vz18kMGABjxBSZEg2Nph1mROQQ\n+mOH9GIQpXYEAU9fKJbx0a1MG9HUifHWm7lmo5qrXHnyYcePzz9ZGrwsSpnl60Zu5cKWpwqDp+0t\nLw3iGctsLpMazMVCmaEiQhY3LWWSAh1r7iNykGQQaM6bvWAEaNV4Yemf/+ku9UXvlUK/z2w6dcsj\nz5/ZUr+YuXgxyuf6zBRfoLpth5Y7ScUX9bAHD30NZ6yW4pHV9ivUXYXCzkY+IsYadV5TEitJpJFI\nm6AVQdK3CUFLQQQkk6p/jDOmE986AXIiQNBaKEEIWgMpTppAoIw5xAYqxki3g1k0EDEFHCiREDQx\nSsKNUCvNEjs5qYRfa8YFRczUgWDNiiA7jLlnm4pFGeV4UrOYG+DEzXzD/lDPs6/f139te3zxIUVW\nNpcycaE0dC4XTk/5mQL2L5YOjjdVPPRQpT54eDl3IJ8VtZGFRxsHZ+XAedcJzGjgcj11rJRhvssk\nB0U8jgAtQ3MJgoECFWouIkJMe5oYRZzFxTc/8YHBnV8Zj2K51MTh1wvve3wh17foHPtYCM2hmUw/\nLRUIHM/IZthn6U6R/YlPLjZSDRvCZLOybJBbzGW3eXauWbWztsV8TyIpBYCgGVOcpEQjimJgWgIK\n4DoijhEnigEQRRLhSqg1EQIDHVtCwmrvWQKlkSGQIqUtIK61TvrC6rUA+STUjjqlULjuhAG3fUW6\nXQ0gDEhTbqaU99MuSua5DYMUDw3WQuWnM1V/3Jx5HhfiRm7RFH4ftxj41y45wtl59GR2VN2yPOLe\nFjS8xUiMDwi1f2a4cvuehfKoHpDX7/BLP4grPekFHEyNzkkbG1xEDJItFpIGjRwlkSbCdmCvJsmQ\nEyCIP+tN7a2cmQTbcrO5pTPvuNxf6V+u+K0doblcXtzJRuNKX6O5m9f3ZYaonL/vhQseYil2EBgA\nA6su+b8cfTJa6YP5CllZT0cRAuOImCgOyLkQpBgAMkoEnHasdDuGFRESppDISwai0AhJr48kYgVM\n0prpxA6tVuNhk1BTAKTVTo6IBMBRtoNbO4VAiVjizhG91cLO/bm/CxxScTqUgC3DCViE6PIVf7D2\n8KHsLwfTA7k0mzj7pUcP17Kq7k/2zY6eaTmnRj826JeW0YOefmO+7lvG3oPR1fISG1bGtZRRj6zL\nTnYu1jv4U2pBejKvG5ai5JjHpLkmIiClk4boSTgjRyCQRLmVz/7L8COnvKFlgZHmrnv3X4P7/q/i\nnwyO3rV9zLSMeGVo5p/e/8u6hikKGuZ0ywnrBR9iYoRAGBQJTqhb68vLbiFvYxNIMwFcagIGiogY\nE4JpqRmi7hQlwUTHIERU7dgB3W76LtwABCdkHJJ+gIkVkAAYcckQgbHVRhMb/dWI7c7nHRysdqdG\nZJyBDCpUGFHAHFDANCdLqkwk3aYT+4Ws9BGupHaU0jPbr8Lw1TN3qhTwHhcEnjxzXNnb8KqeTtfk\nUKnJmeulqmF2cSCfbY1oPTR0csCQTPBdasasHnU9HaEjQ4OIGAKgQE1AilATByCdbAxKQoKItNl/\nbtDHH/vktrAXNYtX5ituwPacPy36fzaHUa7Fo9Fyz+8N8JI5OmLTsM79+P3/xSyHWWTACJB4LYVf\nvnC3MTBPaanJqERMCK05aRCkNFOKIQepVBL8QoiJNKk7QENqw4wYAaDjqkgYBIhEuu3AJ4aMGBAq\nYowhozApFtiJYEXWLnSHSEx35+u2kU1InEiDo5ZT1vnG1cAMtM1DbQUyHVVMLxOYbqAt/C87nEDi\nCM/khX7P4TEWMZAWw917pv+5PnTv+aWtln3u2gGwFgevvbS/P6xHcmRsKm9fHAyqt4crw+nTw7WB\nxjNL711cTKfqWGgKSKLOREJqiRMBoFa8HfMgGTCGQDXO/vC3XvuB01eyojxszmfn77698ndHP5T+\nUm6+0ZcJgrQHtqvT9f6VyoWXWo98aGhk8ton0g4xYEBE2DMfNt71yLPbdTnbv1CSWNcaY5kQGWTA\ntZZcETDdjnhJmvi2eXEnAAMJEbQixjQBkWDtnWKQJg0EBgNiOsmNQIYgCdppc53+3QwQCRiQRiSd\nlDFOaAEQkEIEQNCcRYbHCj11WzsVO4aAHLOZ2jqrlGKsZN85sfi1c6mPqIkla7juDIa+hBYVaSXm\nfzI7nHk1nz6vw4YD6qLbkLlMfnl+ePr6UOOq498WvDv8rwvXbT4evW/bEjvvo4o5cguIGAIjYEl4\nJSanmwCRgDCJqUIC0LnPvH8X/OC/L7q01We7csFLuUf/l/9TRy89/e4VWR1d+fjHBmSumvUt4dPR\n44cma+KuJ67LRqodrLJYWBh9eLsfRBHYPVSucURQIHgIAMQYGpKINIpEB8bVgEhskyWesNfOpmY+\nRCQkIpCGdvmRpAQia1/I2jSKdJJtmGBBd+L8GGrQun2/TlnJ9o8EWkcxy0WNdHb0K9JkSuS00z9U\ni/rqK8VUanzu9IutLW4QDZTCVO217JHahVMT+0rR4PE3hyb7/6KA/kQgG6dTzShOZZcrZTUzLI+G\nDfs+PiKunKqw3vobtbNDs/xYsVBtpXWQkhoAOVBSTIyhhiT/EhNSgBwJNRGlG+mh//5fFnP5uXHr\ngjiwb2n57t/44b6z+z/6J88dOGgy75tTl/taqUxDZe30A4c+93QhB5Uf/c1gwGvHEjGWvuXOc9vP\nFnuMpSCfLs/LmJhCzrlWxJCQAQdQjLWTGxKYUadCAAJ2ip4zBERULc2EYgwIGSqtNSAymSwCCIk0\nkYK2FWmV7CQpXMkLoUw4z2rpYiIOyDkn0MzQaR2IhwAARMNJREFUQUzCzB05/NSSJXO+T3btfBCE\nThHUxL3Pnjl0Z7V22GZbZePaZ4b3ZvbiYGaFx8/aUXA8F2corko306rkuRDghgZhtprPheG3MTe+\nK9zxDxv/sTw3a2Mhig0TDR5YTAHDRKJOCKdWmnNIjCud5mOIzbQflz499L6t5QOZp7a+2//b3T/6\n8BcqWy9/5Ngrn96iqeTfubUR+tgXN6uq8LGdz10/7N36zGhNoyZAIkgvFR7/9R3fWtm2UlrBQ+mm\noQGY1iFHpRBRa2IMJGlA0hqQ8XYGzSrVbh8NzZAjAGIEJEhCm2slZxeJAGweas2BSOkIE4MrJn0O\nkAMyllRUYwScyXYlV9A6IbocgWJgwA1uqsW0VSh/Vso+L7SZ8k2eQpvzhf6Pnarf+UCzNSkv7ajO\nZvk9vUvj9miq1et+eyp77fyQK7XUSjTKu0ykMGukAjOSDVXTd9z+xEv5X//jX9y/R/3sr6KDVRty\nLWj2QymnoJFySo4VCvLQjoXUggMRKYUIyJgC4IxIgte7dCpziS9ee6BneGVq9MJr730hHrqw99bz\nr514dJntXbh+9J39r+QOX6tMD9yzr3DM3r7yR9zyCBloUlL3+vDJ0aIfTRrpko6U8NGBeiyIca50\nQh+Q4epWj5KesCwJyKNV/soJFCIDYsQEAiEwQARi7dlagdIIpDExzjEEImoXJ9MAmnVS1Nq0Dqkr\nw5GAASCR4oykjyMD9YFHTx3LIjdAg1QsDPjI0Lz/k32xn09dnS0sWX3bbq3PMRprzfUsH2sQRJVQ\nogxTLbnjVr80/tgvfyPfuGqlyDZNnKmlG0/d2Tz2zqyx8zIFtx9NX98SBWBmeeSmWkGBcQiZGxOq\ndvaG6PAFRklzb2nJ9MwL87seuORFuw8O8umjEx+eNl/4Vv6Wk1/Zs+fVzK7lStzjfNXwjfuuHH3P\nDkc0HluShbIENE0ds1CnWp9O37PXR21lK/UoBkOEYWjYul2xa02WRMKkd6lejVBdnw1LbblNME2I\nCUsDlnBXHSsiSox9QMgYAIKmNjshAs2go+JhEoPN2nHuSf47MqCIgY6DSPekjTv6Z/7jrE1SKyY4\nyWKtvndLoQ/d6OzI+PWT9jtSvmlktRPH4eLrF1jEWwHEzKxKO7WydEsclA/9qT+7dIBDL2vWg6W0\neryoVv6CRXffAvO/8B/v+vL5nthf3ufMxBmHpVoNG6RJgNIERUhAHDQwUAwTeTUVGWG6Hhd2H/yj\n0pbRYsrYuvDive5R62uHc/abz3q7Mxl9n6s/aJz6BZXd+8abvSJ+5Ru5chVSAYFWkcylZdaoPbf4\nD67k8xdmfERQUhuaJwk6SSoUtdUoBph0xKBEYYHu4NSO4ROQCUaJ7NaFHK3bVAmBo2zzWUxEwOQD\nAQAlujFjAGqtHlm7TgWCBYIC0nzG3Nr7zbrhqHb5tijImuHyvCuFfz1TXRSOpVByJ+WLZq7+ypVm\nrqHCSCjDjsPi3KxTUyuZRb9cqvgRY9xDbrS0/ng+Clbkx3qXQ2b882NTv/Ev77xlzLh2/lKrr0/M\ns2ZZKpuACDgAU8g0ogaiJDIsIC0R3AMnC3E6M98nag32wti5Tx/8abowTE9+86M/VWHp5hKOlt+Y\n2TeuvlzPlk+JerqlNWhC5qCXjUVx69zVc7Ww1oSc6UcRkGUolcAI1wpLrIbjUjfY13p7tsNSCUhA\n0m0SCTQB6MREQYiifQOO7QDDtmLGAYgSa55KpCIEvtYUBBQgEScg0Ggz25hW/ezpS8zybNcGLSVm\nIts+Nrf//oeM1u3QLPmTLeGAT6nI9b79hivimtbIwFjKM1a77Ve+pUbhmnVVuUuO4QlmqR6ITY+u\n9sYrl8P5659dfurF0R//4w9/CBCu/PaJW++fOPrsGUpZrG5KzZlWTLYrXgIAMA0gzciVbH7eqW6t\n+i8uuFC5XGrd+oQ8OKPc/mv46YWfPivN68ZSz2PHCqa6ZLJg+eAicstnBueaGWFV0mwqW3/8Lv+U\nND00OSqN2HZXtq3M2JYXV4uNJ0DHrlD71cwTIBKAjEgnZB8AiFGi6plERFqBaFdQT2LfgZKGvu1K\n2KtITmp1J1hHRgohIjRTFjTZ9BdXSsoAxpiAINZRihDyI9bc2bFdQu5589IO0wtDTQ2Rfu16SkIY\nEmekYsdq1pVeOnPg9gvp+76Q6fVNS2CzrkYy1dOsoWpoLIZYeKn5lGX9eWnlhJ3t6Uk7h9+J7NW+\nfL3EOTIQiKgtBI7ARJQUYUVLSDe06pf2VIvTZWoasW7UHv8Pu2eef3O2julU8Kn3jaapr1VxRp69\nVMgEUWxbS05MgMIgGWu0Akpz3bIyA3YtonoUx4JiMDgoRNSIq2yhwyGhrRe0MwlXIZbIr6iBtADE\nRDjFDt9GjklkPgJLXJyQRBp0SD5pQpaEvxIkyuFalXSGCKQAkZNsRVHgquozYVGHWdS+VsQKUrfY\nnr361PmDP5AyjAO7drixk9E60pef91hg1ZnmJEHaxGHg+u9dXTl//OVUxYG4GZpWU7J6rudAfTGS\nsb7KXF5tvo7qy3zxZCNl0PJIH5Nsy0fhc8+I4qLNpTaksiVxkCAEAEMi4lr4JK0SNsZ7DVEyoig7\nUap9X8t5PdUz5yxFvxwUXn99/I3lra2+QqNiAXhWKzAzywKl1MikmVLcCes91RkrEyloBJIDcgOS\n4qNr6WidAgdrqixq7Jb024l9mgAFIQLpxA6NCJQUsNYkEwmLxYm9jzp1FnSCA8aooz10jlU7ip8h\naA1IDoax5EJCf6y4YJlIIyI3tQCNl6/1DFyNSjM/sm/Qilvh9GKdWY0qFeYMiITUxCwWx/mIst5Y\nZdF9iackRa6S/S6omeblHcNHpq7S4rwZpHLRdDaYjU5GFHrLixMLc8Mlficce3V2dihjN6UQMZeA\npIgJDYyDotjKNlXNLfOWsXNGVdOpfg9bj33s9cG9wZ5Ps+zR9Hav9oQv/Kkgw7QIoNVX81JYzmsW\nK+ZAHLVSYa3XmndtLovmnG+rJByF6aTYfxfnXe3r0uamjLpy2HT7gyZEwZIsSq06hUw5InFOmjiX\nAHGb0axm/yhAYEDSTKIxMIZEupKdh7arMzFpmFpHwGSToQRZs1UIiJpL6hW4FF5G60mrUmJMVCvP\nTY31UKnXaBphoJlJRAApkFzGRpBy0CDUvNAYAA/7tBtFdG1Wjrl3t5b4FYa9cTnP/Mup/pWZ6PqT\n/OqxqTfmTtQ/fPAvLsduBhQ3otFGzo+zSxnwGVeoBeZMLzSDrc89uMsbWHSCGHuv1ces+17fuu9r\nj4rfyz/yfX/VsjlzyxCYBrh+JeMsCafRsF1ZLwjLNFtQNU1/6ki+2udkwijjxW7EFUMlgTHUGnii\nGgDXSjMiYAQaEAk0gDKJuFKCKc2BNApJWlC7nHK7qjbryLpckSbkJAEBWbs5NgLx9rbX7XkxJhlq\nCXFKbOTJeVMAyFAqTJ4tJRlMs1ANOtZyobFHHVc7YivlXu+v2pOZjJ2fO+vnWkpoRQoJlSapOLMU\nEgjBCQw/NYlBIMAEHtVrWw7HRg8e9xo9Rqsk9NJ1P0ixuReM5aUvXFja9oGB/5Ud67+8RI7NUcrS\ntnLGkiYJA1gIDCxVr0q5YmBhkNf6fFn55gfd3CvP9255bev0b45Wlm25yFJohMxs5Gg7mzX6y3ZO\nG9mVgAP6jPsC6PSBw0/PFDjZnGMYEyb+g0RnZUCKMUTipBKiTYZWGjmQyUkBw8RMoTUygSg6lT8J\nGXWcBUmYOWhC4J10J91OtOrYKTRjwADAQI7AiKhdS113pANNwJAhcJ4064sk58CYo6pLOcxFb7hN\nt+eW9DP3jtQvQW9f6bR5pWQpmWoCKEWIEXFmpWzR1LEEjrq6rdjymZuu+UaNGXk9/ckt2anc4aVw\nxnPdMLCrhFKyRZxPXV+28+zsTO5HfvTjfzzfu9i406k6Sy6EAKQ4yBY3wRDN6a2TiMVdRX6qbPZW\nZkMenonfl3n5/suXnvvR93zinxX/Qte5gwSVB+dPumZVRoVaNa1THmLcXyxjrRCcbqpgeTk2NBqy\nXWoIETmntskwMX0jAlG7dw0DINDMVICUmLSBNDItEBOGpVlSZEwjQ0JAZIn6oSlhLtjWznRSOTtp\n/dJR8Fb5N3XSdIFIE+dIHDknIlAqMaCQ6RXrujpoonffT+LfnL6vcg4fUI3rxfll3WqBFSsZa2KA\nACHnMUfGFeMW5cgfHMk2TvOQR2lyMZ65ksXtW4+86VfjjF+v2hkMa5LFvghqRv2psquqles8J/74\nS1+bDHqkaAXcAM00tzkzbJJTE9vSe7YM8qbf2j3JS5ngM5nd+YenvvwP/9/P/sP3Db/R+96rx6pC\nsXzzdM0wI5EOWmrYnRZ58CjWDqambmfHNXFE2wMzZG3dClGQTtDBkIFS2LHvx8g5akSJJtOkJUgk\nIAWcgRYJ3Khtl0t0GmKcaaYZJ5WcD0xEVMZWlWXgyACT/F6WiFKdkkcdrqSRQJPkREwpQDAMUIaB\ngVgxHikfn9xytPnZV1N3xYvjmUlo9Dx7dTkfgrWYtLUhRC1DYSgzFshJxUL51oH7+lZGzwYqMGJt\nyPFypBbK/UMiaIjpEkuTWyzUG55VEwTxPBP10y+cjlnzgZWjRqHXi5ViBgJjsYEhKR/0YqP40KDw\nUr377ol5v6yOvr821zN+cubBV//Hr/QfezGMdRZC3TKv8B4f8kGqzO8c+FJrtMlT3qxhjDnFtL7i\njCyGpg8cQbVVNFRAwLjBGGNAMpYKSAMj1JyRRCZMFKSU5DFqxpATFyREx9yaZOK3w5J0wpyZipNb\nM4Yyse6tKiOsrTokxm8gRqDWNAfqqHkILDHgMm5yLSzODNH70darTS4yR+vGux51JhdRxyobLobZ\nShDXUlppQCCpGdi9RnrZMJA055WP3X4gRfmCniubjsEEDwczK64Veq1masuRHe6h16egyIgF9TQw\nqyQd1ZoJOcPrMz3w03vOPTmPgSTOGRgMuCBhhQ3PX3JyOnAZSVsNvFOHR+fs9GuV1ss/8dhUYY6P\neIvoqNaIrJtuFLCiN+P2r8SGYQWhVV/cWyvFiJYRKq2FQasZ9EIjMS4E4xwUKM5VAhaGpImZpmGg\nhgiRNDIOjEgTCmhHWAMkjUiT4jIITAAICSxMLLKJb2G1407biAQMJABDYKAJiDq+UALQnCcNpgwE\noRnjaAiyDMXntrb+PDbMkyFBX+3Vf51Z+NTduemp5YUomAv81PgcACUWSyG5IGpqbnMU5nvuHTJa\n3JFhGKlqVGc9NUG2HQw3myu2vH+gJlrXpSsDw2mR8i3txanS04spuXy04u14oND7MglQBkcRt4Qi\nziQy069edyaGsldqLpPNhdEvFidPc1H3jegHsmLJ0KnsWO2an26yDEQi38qwqSjfs2JxX2g7rrxb\nz1Zz1BQRIhInQyc2ajRIE3LDyHCmY19rU2qNQJprQEtwMtOgWb3FTC0T6xExLhKnPgAkgRa0aqVA\nQCaA2UrJpHcyIiFgOy8IeHIMGCIwjgxDIqbYavo1EHDeplvEkbhAg/OUCETftQxY9WwwsOhbtxXm\nitTbeLFyerZp2kuG2QAkYMgYhIxzrkLNvNC2mLBP1LZ/oGjoRckYD4STit2eBbuwzM3Qyp6tM/FG\nK89kA42GNnO+CpqSx5EZRDlviWX91FJKMQ6WAM5XtEkc6gaGEapqHI4cv7iH5MzlzPjCfCYoLgVb\nV1BmUzvPLYm76tNFrSJlMs2c8vB2tHtTc3ZoKLRLxyapKc2gSmhqSUrxNhEgAOCGbQ0gKg8laWrL\nTMAMm8fxSBElzjUlYxpBE3EwLKEAQEISCYCAwDhKZRoqBXndYI5txC2jZjOfR0IzETBUxEEzgZIT\nNyRrpmypXMMXYZSTdSNiGk0eJ+KoqWJDRGhGaDLTcosZxmE+pT0eOiEucMdX9+4Ed2jfV+HwQkkS\nWEZtoCU9bXLUJgMydIjpup11TQmNKZUfyS+fv0QSBTg5GYITzRW8uDcTunHLafZt5/Kqrg7VzxvY\n0C2tw5ZUrW2VGq99oafU4AYLMnZT8pTrq5bIycjyV2aWrZkH9n29UpydqUYDXiDqFcdpaIehWiiq\nq3/d63qBQhMVesKG8IGd5sX8uaynQ/s9Z4KgGYfNJnALgEuuDFLMtA3UjNweUTN39cPJUs9803SM\nZUYmakNHaE/mCtv7Ztng0pI2QEOoAW0U7VyFdgF3gFgjcMaEGmOsv9rwHO1JwaWjBE+ClhggIgNg\ngkBLSMU8ZztMBUHNjyUaQqPgXIMGFJDEGBMwBpbDZPrAQOnp0DCMMLKDqRTJZ35mZs95JZfuiBdU\nenDFZ+lmAJyR5Cw5iRTXGHkMNbPt5VdHMlOLsBAZjHRT1s18gBlkYY2ZRkb71fNmFgtGXNimViwz\nMnWkNJrOtUa4qHLNCmu5/ch7MKihqYoVZzFwWDPQ0axXgNfzMg7nfdjeGM8smw1lelotK2WmRaTR\nNphWgMopbL11n7P9sZXrQczSY6Vm3RQxT0npK5YYAizD4EQghKoXRne8e4J2XboMJa/pgVSIgByA\nkfGuOzKNsaMVzbnSSAqJtKCOD6ht8XBAISMtUn12mtCpUKSFMILISOqEJAmKiNR2+gB309mhwWih\nJq0QM8KUmhgiR6k5U8BBAyPgXIWYHTr4zi2L4amlKI6RGXHQulepL/zGwLWLfdlnaszZTqdDR0KE\nSVAH0+C5kYeu15Qt064TNYP8VKA9g7eY60zxek8f83pjJzQE5SoZHStLu3pFqYGa78usRK0dWy2y\nNC8340iYloV91pSxdcGuSLPxwODlGS+nuOSZ3bNbBqUfSpV9c+y2vy33lSLm3xdVZ0vSMrgWgsBg\nKARL9TrMzRpghH550VxQgBQKJqRg2tIsJsMWWjNFHGJ7cssOi+1unqkzQJ31UYFSjEzX2XMkB7ke\n5WeEiCPNNDHGRLuqNeq2xVcDGbY2s/bInRMLz82Xg2bKaikziKBt6cZ2AJhWGgzB68O53L77rYuP\nXdYSjDBCIKkJgREmRV84J41IiP33396Hg/dcMc0W2JGhLPbowW8wryBP37Zy1ozGZqfft3B++/Ki\nh8iUEprzAAotTxS59kHLRipehibpFItS3A/3fIA9Vz2o1EUzzSINwG2htB/JQVUr9HoY1gVqMowG\nI8sJiHgo4tShW1OnH8fATKOMfrnvU6dq9kp6mwPjLXck0g1eTM9czB94BvukXGxNpFCEFPs2hTEK\nJQvUrMek6jETGW26oR9mK1ZuIWSWJWQAjAmTMwWoQEmLQZw2WrbDKXcVHMy1/CAAZjDBPK/Zo2F8\nP70ZSQCtETnjohO0RYgcEQC4Ao4id8sj77Ci8PG05NhsgpGqo0ZQLHFtJqY6jZrI4vkjD97Gt82t\nsJgAAw5agwawEJGZlo6AaUZE7tDOfWMN6fYKBJtBBBPuK6cfrPZk6yt266VKhK1qtG1rdrDIyy3N\nNfBQMEr31aWvRV1ZaTvGKIqk4fXIpgAz98/uAef0Bweufn7JFgx4HwLzULda+X4cFUovz4dMeGiy\nulCO1hEA5/vfNyjzJy/0xNwL7iwP9Ixzlh7pdZXVurxVBjWH4aGzhTvmr+5Ula3nsotlZHXMR0DE\nTVCKheW5LCzWmASJYqWp/GtHDp1cipnJgWvSqRQLAs2VARpY7dx2SFO9qfPoGGCYSMLTKlZh/dg9\nfSnI928tRS0gSUygJoGJPILUtgG5VhCpmGH/LrOZzrTAsSkYDxbQQMVAgzYkMdCMIxMEEFOvTB0+\njEFuMB8x0K4IkCnNGQBHMCwLYk0IQCjGB1FZgsqM+w7VWL4WpuPF3ZfCsDr8xslUz0qjr/p3E9mL\nDrNDD4QIIzPIKgHZFlOUMlPa9WQua1izpsWiOL/tEDTTt2+xjX0V7dqgHadJpi2VdyWqLvphyHJL\nymo1WKaFTTMyI4pts68PlLmjHCxFyw/9rJS39feTPxjalJqMe1TJ48rPBTOFwood9tj1NwNmWimF\nnAmtAbnieunYLCyWlSc0qkUnrYoP3SMeF4AxpQPCfJ41W5G0TIikgNblK7n67LXKQq9JQSvSPNKa\nS8TQu5jaYyxPE2MEyDkDpljiB2eM8bamoAwVo5npBc/jyjwwcMw15US1FhpIAjWTPNYcFJiEiAqR\nGI9r9QJFrDeqQ5O7AnQgOaPYUGAy4KRAIKBA7s+nc7hyvMIV49yQNrNKL1aeOyXnjOnozsmjDzSn\ngnhFzlQNAQw4pjJ6nFau70hlgzTNz1oFDpKofstVNs7MkW1zO8KpCQfIEJEGlwkZudJKq7TVCq/l\nzcZEelnrSw2tuajXMKXraQcq8/3mYp2CxeHBH8isBM52C+uYU5p2IA+scBn7Mns9k2yWoZW4zg0t\nXFJEWseRRje2/SszenHr2AVIByQDuz5yZHzyeU2pJst5nLIpYk6zhRKEVmhcf7avvhDJWj9JN9AS\nGtqxgZtgnK2Uo9lXaakUA6BgEQMmNBAi8iTXCjgqFNwUuZ6ea7KnvPJ90XWE2aVW2WHIOCfOeGKb\n4JKkJM6txhg/N3gouFpyMjZvkWVAqAgQJVPaAI1aEUdA5s0Ghs7ghaNTdppbGdCaZ+a/mvo5f755\nqYojuZpTi1Jm3fJVWoaGVI7T4+6bqZRzVjRt9Bmi7qTjaj69bMHdPwQrgvdS/XJrkl9uZo0gHhpQ\nVTO3TMJKBdIuDY/UJOXtcMWIAsdCcvsadahSaUby52fFnSsT/fvPaykITAiWWyOtAYs4ONIib+tp\nPTyTMq7qvOOBI3xtqCAUpgk8irUl/agkci0zHcZ6ID5fdNz3wl+IrIIUt7RDUlgQhwF3ZKA4nOiN\nFl0/9BVlGzpm+VD7jXTWbS2Hlcv5ykrWpTBiqAwupTAZByIEprXipC0WoptR1WW91W9a/RePjVZW\nDA/yJFaMGJDH2gwJDLPmgGsstdIRby7o+A0jmLpWhVZKRihcZJIzhYxRzJmNLkageWuuOtvrpqcI\n503mmeD7Ol7J7B8699qUpYpbq1vm3/SME8L0qZpZIeG70WLuFbN/1/N75nIB9b336rcL6XA61pe3\n9k1Y7rfuX4qDcP4pc6oem8Xt70lVXlsWrDVYb2Wtak/64myfLrRKB8cXLpVm7plOL7NtwVz67uEX\n73nkA5/85qDn/s+lDx2buv1Wf7DVW3Lj2pCm5mURZMwLl1fu1fdMnRhPTaWbXipDK5y5xUYtH5tp\nazHnzvcttgyTj7qXK9fGf3nw5YH3s4+vHKrHvdpkpcgRGd30UBPXZlBu1dVKq2cuenieK25kLJ8c\nvxZgJZ4JLRsVDzUjoTkTWrSN1BByIbhGZvPYR2d491nLHY6nrr/howatiFWHd0wvWhysWKICsEJL\n5g7VZ5qF2ItqrbBVraMRUxDylKE0qsgEQtASxf9X2n316p5f92Ffv/6vT9/t7HJ6mZkzvXBI0aLY\nLClyQgOWgRiwICc3tpwLBzaQwIDhXAUIEuQiMJCLgAmCGAqQ0LGkJLZFiiOaVeSQw+HMnDm97LP7\n3s9+6r/+6srFRM4LyHoB6w2s7/p8QYSAREBZKpfqhsZJ1YSEMu8JXfzg0d5KqtmtrUy98pH9/eG/\nPIwp0A0w8WpNlcyvvfu+Xd1cVKN7p6rVfd8OG/3J2doJn5QHAupjqKtYRpsXQtLX9Ye7oheJdm0t\nDQfUu2hF3+9+4/3Ll945/dnFv/f0vS2/Cx++eTfaubRdcvxh3yTAKLARq0463O2aZpoOB5dOHyP7\ncufOA0c50pTMYLvYj1Z0HYWClTqfaEE92MVof/s/vtmUP3358/CDZtXEcSWs5S4b7WmHlAVHq8XU\nRlw0kg+mNJSm2xehaSfxwjt9HPzcO6QECFGKcAIBkRDGBEEIiEYRUlMW4sdLWJ7bs9Wm1kQ5m3MF\n3pqESIqV5/2WexcNR01eTM9qo51rBW+EDYQAAvMBKQ0YHGk8oGeWdIjXZzgojxOCPhjUnlEVlbs9\nAnB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DNkff+onKxfMXr4IhHi93mKU+LRffHv/9Zx/8RmanGojNRryWX1/59qknk54bfKFr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\nQyAkuGbKEPMBi4Sf8lT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}, { "output_type": "pyout", "prompt_number": 8, "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "def mult(im,k):\n", " return im * k" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "mult(im, 2)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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WXj798jtefOT9L3jgXb80uOjOtfUTL3oIRrOn731thc1ROiPF4LQf6RwpZdjC\nE6ZRCjYPtsi2fOloAVArp5gn9VO04XGsJ/alO739aLwVWM3hCS70KyyHsTKvqoxRfcEVgl7PYbJT\nCCaVWjw7ctQugf2+qy5Y/on91zwQF7/i5pXVoRuPsHzRCMs3PWPibX236HE2oKgx9Cc7vQaF3ppE\nh+gDq6dzW2fFurlduAUQ52UHYgRb3emzeF4pRajoJtF3zWKebHZnz957733bek8SUqOmXXjfMhF5\nHyhrqLx2BIfZ+m6cVf/ue7HrmmtPfRA4+prfuWwDdNMXHvu7F+OPdjVs8Uj3hYxubeGN3ads/GQq\nn+ZzzjnniJi9T17ILDgJ/Ed+nIITh4bnQDTE/y/7E9g0F6DcrxBpoxDxqowV0UaI1JEpQM8OUOOm\neZIk3qdKYJ4DmVQJTtCDGETTmloeoHHA5oljd68cfNybnoQv3vbyM5rhnhsns9uWgPcu1+vLPkxO\nOBVbpZU0zim6JSXqRMNHKduPLbjKIGYvanxC5VirJniKQhGoktgx2Y8mBMDrJBAANC7c3RymNWlL\nYDQ2EmTLPN4+nOEgvWhbgev0PQzsExYbbhKR8XJqNuMeaSZbUYArAQ46D/fw/qV3fy/hh4AL97/p\nE356aoijx58LrO5arcJ9a3bGcPydkeP5zcXxMTP71nsQVXIHR6AlHRIWZCKlOBmSpCk9rk/5Lhld\nJoXFgJo+g5xu91nFMU+B5ufvLZZDF6KlsLCyerJHg4XFZ6iW2B0TuSBIhIeGg4X3vmz9W8cfD7z4\nQhx4xdoTXnAn3/+ze4fry9NmXvhsSga2SnH8kWsRKW+IigsZ5wofFokg3I9jKDIBLjmKk8zSn2yX\nUvMaO7Op21zofmOd446eIFNKCh/JU23YIh85zjo4LAl0FbWlflk4MX0xyUFoVH36oceOHl86+MGL\nVu74QeC2C/Fud3Bw2zun2PXv6/GaG81CYRc7Hfu9RfxaPj5TMzVc1Ex1RkiTsah0F6ZcwsvS8cSt\ngsjmS/EpOxwm4Z7pTOR4Z/ksaMyWyRhWrIeykmxxlylb6fW3SSeNeGlPufUMRjX8mbsOeGzMPrD5\nwBPAFw4Bh6ej/Xzsks+9/c49izU1ieAAJOPRsW0rjgSyoSlGTbGNKsNwIKelWrCypm06Aj0COeuV\ns1UzSAVQ3CcgzmGgD0hl5T0CoiRJQZwAH+AIBkVJVkMwQi85CrlkAtASnCe38vs/fiX7S/Y+HD8P\nPGAZGI6Z1pd++hO/f+WptcGgiZDMRWuStruSIDVogoAG5Eg2Nnkyeh0PFzZyHlyLpIIHq+ARHCo2\nPHJBcxA9wUUO6lWrzZSaqEr0qPXMNn0ptsQvlNL2VB9PAjuou4pmDok8gcXI7sk7oitvue3SMY62\ne869VPK/4u3XPfCuW/BnVzT1waOUeCZ7kHoHYrklnzI6kp6UOzT7eEIIJDPHgEqJoaBuWwwIJg/F\nneM9+3QyIyb3sV3JEclQJlVp8EDS5aDwJAJGaIHsafilDeaGeCbmtvUbizes7j1wYmX0heuBz24C\n51zxQFy8/OZDtFEfXsRw/rTehxUAwKr2OUcEjaDRKiI1ymo1KdB77yNPCEwkHx8AA3QxGUu4vrJP\njRR2CN72pDIk86k0u4JY4VkJuQtZKDZOyXEFYICcnAdkT1J6ZIqLimu1nhNE6nyeXnRTc+nkipfi\nAYeABy985iEfZwCPffvVh/ZvVrO6YQ0tSLprwVAwQ1p4I6JFiBACLEoYMONDC5NPBMTNd+3YuLT4\n20hc6uzjwJ3MnyGEUVaxzBA8TrsWgclkvFflWCUeZhjOCQbkJRhA3DAp/aS4ThnEiA/ZbBJZFDMH\nUQQhsDiscqXOE72ejmYjf+AljXu45P7wE61Tf/WuGnXbeN0XHrVZU1OLRZAGg7888Z2IcGEnCTcG\nFCLgxSsHxPEEixaoACiLDcIPs16yZ1WwWZJIOWYCEBkP0zXwBEY6lCIZAbGNcgmmJHw+j1DiMHim\nsr0kFwXh13geG8ViP27HTdyvthK+HYFbq4aU1Bm6TtwnAavNKwgm+sVxYLACZAkNyCrRMB2JRQmD\nFqNnOlsWPSeeU3Wy2M6hiAi5iGUzyl3xFIDZToKfg40LBG5godxd6T9S+5RGJisYc+o0hptSZKGJ\nqKEjB7+Nr34OAPDh2++yEu2u/Qs1XGWFjb6o/byHIZicEwYTbWzR224RizZJab8zAhF5YZyjsrkM\nO2FmfSLjfiGV8r5zcktHIn9zd3F0CDqeqBMk2RTiE9GnN3mv1uxsspT1M7MbTfefht/+KQDAu6Z3\nAAB+524MTh1rR5iKvKfcv+Rn6UiL3sOYhGdyLgkDyQJQeq0rRDbeoAhxQDCVOkjOufDMrfdeonjy\nQ6cKOFSSL7SkK+cl9CnWQWDlEs7+iPeAi1rtT8aJ7WH6KLuQVGGHHAM8XABeL2/eoDl++lu4ZJMZ\nVe2dh11OEY4XoR5UCNF3xVOz4BhNzehMLgtl4SldaQlmGVWeZ4Aqxj7OddWc7ZpLGogGfU4mLUqM\nYTD9O95QEkejD0FgSiqkPJfQZc5oo8rfi0Rrsc6PPM6+rW0OZ5PhoCHnyaS84MgkUOe6FzLByVir\nqneRdVkwkOZDjsCsvsCM10VbWuDPMSKWCeZtYJUpE/ZFJUwY6QhySw4xscq4BumBHpon8cjEor3G\nG8q/KnIXEplw59XhbG98bGrBGRht8hJPfW22sDBXcTrKRjl+UvJNQUUfhWjzYhK4hDGrIVIPmVmL\nvaWAD7CDQ8IdNC50VZIHEXnLbiqXdS0lQcYJCKpvMEDUUiBCDGRn02n0mslxwTVF8LDyskeLWPQN\ndiDdT1MD4ijCRTc9NPR2Er7Vu2k2awdTZ+ul2OM4RDpYQJo1bkAiGS3wgBIwQCTqszBkACrspyTZ\nDJZm91Lbt+ZGNI/rpHM0IfWn+Wyz532u8Ba5EkadA+ccHoeEHjLgNByOAe9B8L7d9Le3n/ygFViw\nL3fdMiWMRlRFkA3MWR4V9CTOZiIXCbNkzg5t4SACBuV1C/eH+hwpIk/ojc5D5MTzT60gmFU8r9w+\ne9h4H1PoELFcWjLEihypZBXBFiNBM94xwC0fnO590bmh0rAIF28Oqqb2vvLivwskQdE/lSfsW2nV\nVSTxKI4St1F7Rfo8ZiadieAytxXI4xN1DYKcGAdbiGykVKZMMBgNkIOkii7RDZJiMpYo4LJ52rI5\nyRi0U/lZDGAqWbvq0JHhL38Bf/MRAMCnf+6bmv2ehdr5tmnt/L/wh2F8LU+GCebpUwQ0CE6hhZnZ\nWz62Mj3jtXmzphPzPUjfBXU6lYdKvQDBs9encSTzmeXo8UN01iop3FOpwosqJ6qhaNyLk64zk6sO\nji654R04JGU2bnuLfPnJnxo27aiu6kD5Iu9SFVV1oL6mbRpJG0n1BIS5L3MDbkuyzqL7J+sZIVl+\nd8iRZTW21vvcniWrOO9IJPOpRcYseJDUU5ypgYTxhym06CYJQ3DONZhWe/HsRwAAHvdTL5PSP3Xz\n+qr3RM6zHZWusqcrMMxSkJSDIhuNumZuQlKSKBwTMufomEh5tGo9Lc6mM6FFOvzcdlRURmZN7Ukl\n+VcRtdOp7XhCxrbC44QcifSbMDkCeW5P7nfTBVyiueykkQfNblhoN8dokxOkrEK2qc67HzmROWWC\nT7bH1hThjtCrxKp4mtDAzJ1lnpQQ+JOZjjtkR+n2XHJUzi4X4RhbpTDjARm6MND5piITEYHbZncz\nHQ1gpxB+3DJddJwqNxxwm1Su8B2UsKzjJqMkZg4iEp+8L+2LSb4UafoSmYirzXHxNk4Es7NjEux1\nNjWJms9pBdFDmQzJAzGCVIJqOMoKiaCQSBUxwMNDxZ/oWg4mO4tdINjR+YS6Xm8ejQu1T4+0zp32\n2EOzgyc91S05b3wcbHIOib3URaFIPMY+XTAGQG0JGHG+NZSIk6dSjKEm/YgGYJGvg9lUhZLI/0HJ\npdhpe/2CV+d3j0BKqcOuA2/xYQnpRLm4nIioEYvT/vHtV6/3dP3bEzer3KCZVmktudmkF11VGszH\ntAW7NYJtyfaOcVELmcsysLhu83k8yI4aT/JQ30Tnhbl41EN3BD1g8JS7UZXEOQsRVJQgXqZJT69O\nW6vQEFUbtdH4KOCnHcujekx6FQtQ4K2dwSDwyh5mYaY9tc5ZV5PAlsiS8tLhlIvu3PQ/SPC2ABrh\nQtENgjAsAPB2qnq3LVjcV9+OtmhWk5y6BrR5oN2Mue493b7NFqu6nda1dZIDVTRDoNQWQYbU+aE6\nSxBh8nwpsGWQHjqqhNc4rxaiOFXR05aOTwNPM9lNZNgdo0KSUcTrWDv38NueWpQ4smdm9iUiALDr\nuJIXRHCrPAT+p/z+yiv+UTN/cOhQUdu5JT421QGw1IYAgKPBiJA4WGLAENJ/sXJWlhhxnwFi3fob\n8gEdfk7Wi6QTPdl6pKeYOXQjGuATb0YEJWYwJAYh7VTIIHyymKjoP0oaAvOwOrkLuEmeHLtzLF/u\nefti07KrOBROBq0komvi0kko1gLZcpVLUDq/JLMzBxgBpux7r8uQOoCzRU9EpaxXO0CF6JZNyuSu\nJRh+RE28gxvKFFRLzyE+do6Q8AQA4CU/AH5Pfjzut1Q8OvvXqK2orWBWMqjWTcFqGlqNX2SZbdpT\neTIRiZzFvCO6NtJh6AoTOUfOVZbiuKLA18MTGAUpLsl9mImyeFouev9kLTLSlFJRziEhaC+Y42OI\nQ8wetGsX3R5/hmCLc2bt2E3rJHAlSt251yV2gIF4FZnxhKx7RQErlC8ERcVLRSINumEiB18GPCfJ\n6U78lGkLKMgGdw6AKN4jl05h7C/JqReOICecmY+ckRlfoLsMjGSy3uNsUkniPdNtzfBgbhEPEAc7\nGay/YyEO4/MPtG8LzWx95CbDhtnJTXNkU8sAoVV8NcRgeIbuOQ9yFFjvi0gZuIlpIXqRUzDUSD2J\nECHnZuScA7gVu5LKHTG2WSDOwwF5KC7ln0nQ6I4YtcL01gdrU6y6TOqrTd/Nr2lxNrgo/toTvjlG\n3Xg0QoR7I05LrSEhcko+w27MrnEoECvKxxlOmdffFRGBme3A6DbslE27IerpXH8Ccypc98aKdAfH\nBCL2facnFORMhPHS+KLROmLuc71WEDuIaDqcJItwWvhWETt4Yu9TI+EW208LMccJHeGwITL2X4BM\niVu3PrVtyZJyKgwE6aB7dQ+VHJDyf6H/mcW/L1QkVsBJqGB/MgJXmr7JtBrZcmJn9nLZvoktLU9v\nR09yZuTI3LzdQcZ2nZrMpTfKee1g4J5BioldZyIIHCSU2I6Mk2AWV1VKYQkgV5gnDL4TclQsgeUv\nfC5bY8ROqNa8oiyMTVZB19F3qzQ60fLB5b562DE8O7Vk2/0QWR9N/yt6TYafUjCEqPT2di6ZsjNW\nKdIR4SViFsyjFgSpIzkq1kDqs3iAuXw96wQUjDPlrxipDCAI4elgOPxzMO+hcu8eNjOgO0fx1xuv\nfYh+26zQuobEUU+lWBDko9SnCBCjCq2xPeuVEq3nerNI6L9Es4bgFa5ZzvDT3YEc51Q7EoCBe/fI\nhK7FoKbYmT5RNVQL6MUl/WQgKc9m4Uhn16wy3vSJXvatUlS9voj/vfdRAID/88fNT8rbj6wP0FY6\no3JQcj5Zvb0Gkh0ZUIEKEjvaGW+mrqTjU6kHQb4MmMUs0d1dpqCR8Fk96WcKCF2T9jzMKMlXmQy+\n55SmACPbiAKuWVhEK2uA5Uv26uPjm0MRgzlTjtLFL8QjNtRUwYx75zj2P8Oi4nlUdViO/HfkDdwF\nw9Km1WZIOO068YB2rh4kBsOBSktFFU9IiyZBJo04M3knmencbJL2GEBE6wg+Yv4QgYKoMcmCHVGM\n2uTF6gMfjb36p8fbt7vewdNNP2ypFRm1UtuF13giBfHQvTpzPer5R0R2NoUqLdoogvEukGcLkfdO\nIqbiObGcS11sLWtNiirETs5FRR//IaPF5bsSuLIZ7gHfft6W8IIOXIWRh8mJk2TKywzDb5wVSkQe\nPZsN6lFbNdZCcoplSpeS6M3e+E3RNjkBtDmJkkXKx1VsCSjjREnpHoGcCtPdXnAm5IXKkk+KBSNs\nzeltZyXmrqxqe7brLvyNWWXHjfdtXITDG0qYsKuixnOrm8ZYgvpCD8hkhzC1nH7CNnYTOYXb7fQj\nyr/En2Evhb0mDiuGQPxATOySfpTVc/zI3nIGU/kqcQIRlJafrzhE0mDkM7IV5lo+EobFngH44VRi\nv+45G8BFD7LqdtV+Rq0cpqnhjvkSajVkM1GM3AQGMklKpSSbunIcRgEoqdbGnWFCttShMsWEQKc6\ns2NtFHysvxM9FSTdmVM7IkTEUSSwzwFiU6xmDzCPpvLgbAAYhHrPaB2NWCTcEAtLCAG5bIOfg7T2\n0HFOKAtAz4uY1XLOBIROJAMxi4G11Vt3uHOT+yGJ0xo5geW8ZRhZ6PZcs5gNxqJ+bL5yuCl7SFWm\nfg6/8AD7Wjkix+TJeXZtKuynn8TFw6QhkyoFGArzRQmwVhGVqxRFovigZyLBxI6DVJMnEagonfTw\nKtg7EhFpC35Qlu9L2RoGJ5WR1mzSCK4iuFm6S/bstPpm2FLl9aixeFiu9ZCiXRWMToCSScjCPnao\npEZMSaSmeEsHjIdGSxGHf4HzdOcoODmKXqT97cOQTi93Ooqi2khj8+VlgFxVD0YTB3wMuBcA8B9v\nDRlWGhqQb5Ww98XHEhLjl8bXJEJNbCftUNfJ2TsESp+my+vlHpMuZWewqwTnVGgofcYhOkdc2JSe\nDxQoErFLo51LVpQTFlNdil4biSAbtd3rTOzFqqYGGSHszGt71oEf+iROB4AvH6WnaH0/uZsXVtvK\nO/KubeGZgbiDIEKVYIBLoiQES0yktQMSsxmxIc1ZALLD9AHUGjRAIM9e/SFQIUQEDTGsELY0W6Q4\ns6O0Fe4SOhDZ12LkFeHTwsgkOYmMoFm7BLxAH14wuMbeX3fnlN0w2fAHAfTtELJMHphjgEl7268Y\npT9M4DAprU80z8wWHI1FYc3mVV6m7YgnJes6JwOjBDt1UeQtezARRtMR8Av27K/C2++mOzamI4n9\nEvKfCl/bU8eiU3Mlni0WoWiGDX0osYoIaGuuJCA4t9uSrkFcvUIqSEQuNs9dMo1zOz/HRGw2yOJR\nh9lIM61bmMxpocICD6dmByBxz3TgbwdrwR2fU/52Tpor/KoLN5ohAn7nmJBCDAcwYGwP6NA8W/Vt\nS0woBDiTiQhgj8QdwiA4Yva+SrPfdbF9aydj1qtsBCxEyLJ29RqNzni6ImsuM3bJZJ56YzgRIN/W\nkwlsF1wFM2XEBMqRjxUUDBpzW05/2moVYucZSGAz1uey3+F9ISYy6aHffpc8+Nq5ABDWALvJ86bc\nIAKoLZCy8OotOVwpcm43np756J0iM3EnU9qDCb2wnuhjUbzt79R95Xx9nUwbUJ4AckjDlkVedFxN\n98qDuHFN0u5qsLRRNZpV8aAL9z1yK7LxbkOxdiRlQMejMq1NPpuSUvIExEWKhXu+z01loMT/fdIZ\ncZQCpBwB5IDJKM0bNebzpr6ZLASfGgcD9n1NWw9mPu/rZwoSqGOWstwMoWdlAywn9kbhP34qIUq0\nOrL4Db/V4Dj9KDWDxLkdcYxyjVOecOiFV2+8J3LTvRlPCGuAzx1Y31ygcOhk9AFwbMSiT4j0ThDq\n3mFA/dgQ4qnk/g9fLoZJE7aNzax0FrGQBMfJ/559R08IDFSn5l8UtuemxCpeJLOoirLD5B2cZybn\nNvqrWjm5UE/JGwUTkuR1Ql0/0FDcTJL2qZ8niHBDZUzpzlIwNdmDDmPO5pwz6vQvlnrQOAaZJXoC\n93wDwPCOGR5La8vA58yC/b7p91qOycjPnKOWRbyrgmuQ+43FyjXskpwgHdKWM6ybDagjks8lU+mA\nAnnkaCbI8s7fMrtl2ioeacvEejNptgT9OaUhCTSs1sf4yG/bq1+5wb79+dFmox7MKu0RrF4LTO6O\nj+ZK9nPGZeRzO3d62XmTUpNmC0wwu6vd5Dx/q//O0nZKW8yYeQfnJhN/xTRe0TpVGL7c3v548G8+\n99A76uFkc0gkZiOzHQXf/xb9LZTVfvmTLV95/d+2IwBAahOLp2yCs6N2GGl8T8duvoMmtnreFQnj\n+yD+bqmEqEYuigM1boCHh5ffH77d74k3Y53HjU2VbZIm2A0ZRT/YmGeu5+iCd5PFC3H0Gu0k9ebk\nOTwhQKU6dHbcyn3sTKC9SmQ859zZPm0TOMNETQdij/FKJqJ++YLwtXarVbVZazEiMVtwCMAsEoXp\nzpkPb8l4lYT12ckl9Z8tTjCtzUSEnBwl2eSTAPr/YRW6KZrBt0Y3s8QRc+vHM9kR9a0zAGiEvaS1\nYTVtlyY6TwSj3fPkrxgJlY9V+OccihQg9T6lPrrLhHAjqdNOGgPxRTMaeiEnZxlYJmck2rWP86UF\njgWTDYR2F7Huuuj0Ub3+VLFdQOA9u0HN9CwAwBkiIT0wlmiHkxobDq0nOIkjYt2XkPNX4X1isA5g\nnx56l01ZSTpyVh2AtS3mmZO/EQ6SI0HRMVz+36Tt5GaVr5PMSfdQPM7LUZ6TwP6o3RXyoDL/cKOd\nDiRbUt085t+G6S2bRbkG/WpD+r6nnR1Qku6OVpvKeYXLkaQQvwPklD7mHmsTPbP6Oj0NrTCIPPaf\nmtfEQlPN3KTWytN+U1G/SIP9ve4jG32KBneX5j5RcP6XwISM7GyxeCiEjZwwcPdZ+dWyCGdoF2+b\n18zKqCG59bYr35VR4DK3lMiuc/oQzBzdlJumQjDqvO71pGCf/JdgwPMGYA0oR8ukrsguZRnLfmTW\n22QSTg4wJ01Ga5i4EE6R9ifvFAMEOzC/Z2NVqTpkNcRFK5z+haGhIw32PN/Cx7w1miYXoOa9m1+h\nuZY62cmI0twNQIBZN8RiRq7K7Hf/u/ru8H0wqn3TWdGS5ZPaBd08Qlo8JvUwdSWHIkIKQmJ2Kjf1\ntr6d2WKeeWKnG/hL1hUwwVZni/qtCmZX1evAk8PbP7sxfL3LTypX2W4NzirouDkZRGI2KdvtyP9z\nDOLMzNkpOax2mB2af/o5zX1MsfOMbZbhO2wrLFpCwsidGKV7Ng9EavKm0WY76T28pquQAQCzZ9/f\n75xvFSJarGNeWztLBDrtGnSlBsCOoFf5jbt0y+v5BF6Rz04qYT1LAJHfxCA9qceHefWmNkRoiPcr\nWGH9rRTawzG5qj5V/03Sm08tRI35jcdoZYEb5bUtYtQnWScAjltJ5GlyzWWU6jm9aTz0p0QnABRu\n4WqQn59QlM1K2Zf+5U0ziwWsv0KdzE6kSo9YrnusHYW9kokJfyc4Yhmdc458uzeDioclbPppGCy2\njRpRQ4RrpBpBCysOzOixlu6sX6k1VbXRfuY2D93mmiW2p2lyoUQWtZi/Lp7FxYyDtZmJnZ7frgqJ\nshOVT+V7N98Wv45XfN04Ay/SP7Zf2bbKytEg/WGNyRC2XYZwloeiCGVEvrNdq9sGyV6IAC/9jYC6\ncA0AcgNiuQEFAWYTaY4sbFLeWK7EaNjd6lp2lqPzhwCaam1flBPYrkty1q6RI9LsAIpcAonbJruh\n72Wj23RKqucQzSEj1+PCs40WmDfPxHIJ03fooncWspeGn4sU2teYDBvO/Ksaby0Xn+4A88kmzbMj\nVy8qsb5QIo6Sw+CHu2bNoLXQdh+wnawXkuT93Ga3608vZBfaaOrAoHnzTLqFdpsY0l4RgFRwno8J\nKNT5uFMhXTUHO7Vk2yShIiz26cl+fSoRR8kikN+oh6sJZOoQLQRdVyfp6/wWdyDmJEfyW5Wx9nyV\ne+eZyy3m+btt+icXwxgmhBXPLRDJLVPi42Wlz14+UJoXyu7kUhKbTNZOxlm2xfj1NIz8LArMOj+G\nESYJSqCx1d4/WirhqC9PFtap9C8Cbdw+VgwsPIf5NLdiv+qb7b4pcK83ZXmcc3IIk5oK7OuO7VcE\n25bt22qavYr7E3CPX6CNoUJkMF5EVY1ThWZrvWYnGJqegRHWIDloyQSNufPMcPEWCxRnQ+quNnGj\naHtmdWQ7LiClVASSu+kJpCZiwHYxiu+aYbsi7T/ZFx1vCExv84u1ejhxvfmBbytwNRjmAnzU23D2\nxuYSeyZqPci1Ok8OsqHZfGh6GQA5fWz7kSuVdlwhONoMhKu9Ak4lD0QUU7RT3zmzBCHpJWykIGGl\nCVsctRMnIri2o2oQ91VsqT/EzmfISD1InsIBgGhidhpgppS3su5PVoFvnGUXufz3jUfGuvYcrpHc\nvQmAKESWBIA0NilHQKYd0tfc6SYBdls3vFKRLnD34Jhqml3WadFQc2ajEBzCmDR6R/ErDQyQPK7T\nKy68pMbSwxL2Rn6ZhC4brR0xOci9iFrpY/GFn/lfgFymc9tqLPmLfrEa2KkD3oh1jEWP/2SjVE4n\nwoEMOsxI06PFW4HCYKMcbhlHRjqb2fZDi3NibGVFjRwzhD6C1OpITKqmp5On2lTOmaE9dWFdOVRG\nAYO7xNeoTVhzRQz2YAdHezcw+PGQe/VALHls18JsMOMCtimyTiNItgksEw4MuAXEkh3VIIA8+0Bm\nU3KUfQuyhOSIQQS5DZBD5i1uElGKpcQoTDjpS5ILTzK0txJJsJtKsNne9q0wIZWyCABTBc9gucGC\nmMEVwDha4bxoRf2vm7Hjf/U7pyYOhDYEUrACTTirUhu1XS1dYtQjr2i3A0Jp6iqZ6ZLmcl+ybBnY\nbblnjUD53VcwBO1COyJFivFR2inOtmEZK9kaEyLyEipugyBg0sPSd6eZH3Ay+bFntWpdy4hzyQEa\nE1JBCbEx1pVNTD7fwq/lXCS2UXV5QqAaMhMktJjDGiSAHGBvLk8opjhWGx7EfZExAxmniLyCE2qo\na8RE6VFEvTzBrJlSpIZJViRHvGE93nkKZMoa9t0y3vTZfiSFo7AjNOEJuZST9EMNl6HisMGTFbu6\nyJLUEZyIpDNlVIWTQVv/ekAwry3mIS1qYODb1vc5mopadQ3mWMo6OBAPgZUkh2+QPWBjUMuXS/6P\nycf+pIpHrs5G8TggSxIoX/Lh/mGbBRZpt0Xc96333nsfOYckr0lr6JvdQpaMZkSXErhA+zlwg4Be\nXlCLneqhdpJojkrpb1s0kMlooe3QI11USnmICaHSr9p7JudcQ8Qgqsj5ikBVe7bk19NdFpJOfHWv\n48aZiUMVzeiOJQCenZNIqyxSjqxHpB3wyj01iMwHHZo0voiEU0WsCO/JxSP8iOA45fJRhCJk5CjO\nUwoo1h0yDpFx+C5D7Uk5uiR4tRUecvYZtsIzsasA4sLZcjTRE+43XJ0sTtSQiYLvSnI8z15lM1Uq\nCWanjN0vwTx2mAmde3CYEY94K+K5OwcRdm0cdvxQgOys/a3pGTqbCcuiVD4NY9H1VsXQJsE7sfkV\nY1xMf8yG9cTBO09sp59FqSvKAsxMnZYzQdbKqFyWH56W9ztqsNDtxMYDkmrCmDRzFDXyWrmwe9s+\nYAWDNJpqZwHDfeoM5i+eAYPX29iVDYoZwfDQEbEGoWp6QPqjHXhyKuUTm8k8djuRyvq6YVb35AmH\nC18ipuRjiPMdmDZJmFoxFVE9CCX6RNTc7m3CtoJsdBBbj/tTJjV1o4lAxfLkUlaeM4TsSonGEfGw\nzRbhK+cnPwZuMt5ksPMu7CnLPymOtEyiOASnrrmETMOdR3jNphTPEqQssw9iEkVM0HLZ/gR7kTXD\nSI87D3RWBbGOMbhvWCiXQfhS706hWEgQjfUq9RAiT+KVnJydZT+RLsKsXtwksPPEjoSfJKZaqZNV\nYOsN+lJgJ9M8ERejEGYzfUiFataZKaNZhBcH3QFRc0tz9EXwq7xLcXkIXUkzynLlbyLqYL26PUxm\n7PUpayiACk+u0laJqXKOyK8Cvxhzf+L2tKxvXKuGcokscI6C6KuiBjP13v/KgVzIexs5iXc7GVQ2\nfdA1k/0d5shOxlWMx1lTnG+W12Uo5GhDzMjdusiyZSLrUTrS0NzcerI9hNo+Q24bdA5YANr3hSx/\nedPdseivDvecGunMyVxn7TN77z0bpBdAEH6T9V3748hFLcblxw8gAUIKki4ZwJIZ/yjyGm3GA+Fi\nI2MzSn9DxBDF2kTGMvFCTc1KwEgvxwy0ikKtClSZCKd5rDAzHFk0isYwUUuO1aHpwEyeyBEYTFQ3\nzcJ0P/DscBgqVhfiJTpfWVvgmipPLTNQeWZysm9AIh/NisAAMVeKlnbQg90nzQC3yOKOOOUnLkhd\nghJG1lol0g4++lGgLJAhehaBPIFZ/B0JJlDyT4EI6Yq6oDkilR2UWekUdhOl2aCUwFQVhrmdOpbz\nCE09F2ARsAHENcCbr4ks4vzfOXB80HrPICJSBbcNfSkpdeChOX3pKPiM0F3FnBSuYmU6UZ0Z6MhT\nselA6zPqFntm8mTsYSRa8f0WxElJbBLh45zQRFkOzwDYm5khGYx2xXWH4pCe/wgAeFr642A7agQq\nxHGYDr8zufa2Q+O1/+lI+928GQG30KZYv/xR6dRpVRw4q8B3XFQTY1nQq4LSxiS+q5S8IGZrtYz2\nHbVbPEoNVwyWA0xFDwAQ77A3+mSiVTgYQnuykDdz6DHJj+UBBq06POSWPOV+SoNSp5na44gyYlPA\nVTDWJeWQikYRiKlYyUhg4piTa3cJAFx2XqjlJcA7cvDMVeyottCd575Gw3dZ2dLHompUkMco1h/G\nEs7HSXVHgCsP4o28D5PkzGbU1AwnkE2byaSQEnsqJlibyA5vjIsRJquQWBSa4tQhzdhNhCB6WUlT\ndl2wNYclE0bqyOXAkhhnCyJoXLhXgyYgexycKVqxHmnvoitPbqGxVeEQKiAKrpyZSnxd3sxT85+u\nVWeNxDrCp0akfA3YFifH2bAInMBFNt3Bwkn52pRtGBkhW2l5T+bcZpODSpKhUgJFAPVgs66C82b7\n+HFeWdL5IG8haB3g/NIqAIB3Fg8hiJrMBIGAJ+StfPTRyY+h3osFgtOAATaQyj+QTKUt+rxBoMSh\ntEdJOS6AVEfNaUWSUcUrDouQcAYGQI69h3PkA5+hIAGVbvtkkrdekLzzbMURnYyJTdvFAXXNHiXz\nSdcAp6EZr0RxlCLBDUJZ2pFi6+Lc7lIabGjdUpBKxcxuNWFycl4KlXGcXc9mRgvHwq89OVLuqCUT\npk9WhpkYLYmhKrAVQ75AITNJj82dSWrxpbiAzLWOysOHNwRiNp82ETuH2VrckNBN04OnDBmcnq0p\ngoPsZ04puF0ir4IKOrTfXBFkxkTJ6Lxn8/wkAzVpMrRhfhfVUdBK/WTCTIzr0OlJUiEr9KUOBQkU\nZxt0SCOYo/AQWo5XcwqOREQjgBz8rEE1cgC+Geu8K2thaY10rdmrKyLr7TYh/9kyJRKtiZVmi9s5\n2idVF3oPUR6CyESsZ5fo/R7hqIseqQFdxKNw4/ZWPREyo1fgJmxL641SgLbHMYvTcC0Q9gM4M1Z6\nMp5ECIBRzYRjejCzoxhFaH3fivQUI1DBJJO2o/MxK7DFwNUa3XUW2Y1yZtSjgtGXimynm0Uv5p5B\nn5WjROhP1yGpJ9I2FT6IRYAiX9eO0E4YH700WYTcJL++NFGpPlwRbxQYRhG36GGHr0LFPybKnctx\nXXoux+sMXLpEzhtr0pC2vC/CB82rjTlOj9i59C0H0rpNMuQis24FnDeVugq8miSUU8yfKpVR5eD9\nmRhcH+v82E327WsAwGvZorAOhznZEzfPeosuFGXD9LrTkLenu/3Djy6DWL/uuUoIdWx6a9pZ9DcK\nDttIGQCLKcpEM2FMklLjd6BDJOxb0KJtmaoa+NAk1vqek3Yr9rkAfnG5ctJ9BL6fTvrWHaRydlWj\nVFOXfBEZARF+BAKpgKfEChuqJmFWWiVz5o42+c0RAD0IvrvUnFZa0C4CyE4O2wJI1DlHwhrKpQRl\nUW01RASTrgcjiQM2X55UuZkEHn3y5BXYgIh2ziuRFXMBbAqTfvem8NjCHln9O9r1PmfQ1sl4Ausc\nhfFyiN/tbmbYzn3c6X2YzW0IbqBzZFkzdDdLc5AlOMFUgCqqwO0MeHVS6vUffJJ+u/s8PPzPX9/a\n4eBEYc4Fxra49FmaL0aeMnGGHhYVOpMy+23ma86EJotA1DKB4NSOQSaNaNVeb89m1NpTua7Zs52T\nRFqlWfhM7LWbOqwHzqxJiW0IMDJF4eJER54Bx9ovZoDJgZoaDZZWF4qx2ME7n/qJvwfgp4NG+TLI\nCRtmR2CJ/8knWU2P+iuJQ2IAqEXC0lMlFTZE/CVmkJctDun+6zjaMC/RMekhh0xRkslp3qBk6Byq\n3ZCsSQ7yCmAvmODSMNP7lNQmYbV10zzAEu0mY7yfPHTTyhWvqM8G8LC/BwAsT0JucPal50LU3tZC\n9PWWnnAY8c2Z6bZTEnBLsV1aUkoX2jMqZb/J/rfoNOOpXcMXJ5CV85C88yJO+eIFp+/z3FqPB4rw\ny4c//AfyABic3LNpU2FSaQKNATL7+lUkRgDSXnqipCQXkZ212Uvd1XIXexPOARMkCKGeaSJFikQM\nJig2bC3Cxh9dUTDGO2ZxTrGriRicrLMDyX3xecrXwC9OUnc5hy6kUUM9/UySS5ZPGPGcm3iJuZCm\nEvtX9pTLR2b4S6RBIosDUVERJqg7w4NUjFXBsitYG83P+tER2dK+FH2zhzlSapLtX22Z/x+yX8PV\nYfE+939RIlruIJljsS8zGR0pc0cQghbWSux5XCu9UTSJ7chaYPO9c8IqGMRimPLh/Lb5MsccWang\nMH3vQbCtyzGDd5xdqaBRXxsAwtGQmC7K7zjzuUsjHSJ6IACRJzjESesLOLQwiLw+A/GkUU4oqsyh\nWQMiTwj4EIx6KemxvrLc2K2rwsGkvB1AxfcRRVSKmsMTYsX5yNmzo2T7uQZ9fR+ASJTajV1c8ASk\nwJT2bGeSJevXPnjpOQU9ylgFj+METwI9754wSQnecnwi+lICv0FE7ZmpHaRAp/OgyzRRkR0A0Io3\nuDwBJ0/tks8k9ziOIAvl4+32IG6CJ57XQSlIAHHGgAtRMmnG6gvALm1VADwn5/mbFKtFjH/68DsM\niuGcrmYHoIPLxuLySRUnR7J4RgbUz48GIZ6JwISaE5HSq8PeKxKSJ+B9T2jOk8a+fg4+9qjQ9H/5\nSdST4WDT1bO2gsREMbVEZByMk0lTr4VGD1PY2wYz9ttcA5ErBIZqX8lZHJaeoB3YRKuG0xZMRF7s\n1BSUJKGtrFvyOimy6y0ZmNCunveRrcr891CkNDlHxOx9MBxZNUn7zHLPmod3wNPPPg/AWz8MnAMc\njiV+EnjRrGmJPaoCGqMU0Ym8o4AjsZ87xu4+GkUwK2jMlM6TBbKQ3BFEXe7ZlT3nrwJHHJtXhgL2\n9Yqj5mMCkpMCeipkgCswU6InXC1H7fAXL8S3bzMnZ9PuPuba1oGdDwfeRBlmfmeTFzGOfcs0lw6b\nDV37Hf0iFnJjWqeXrD6dmGT0AuUlxHSsg3MgRlk9g9MSjGCADC3GSoINVR3aMeItkFoPELc18KQ3\nAoCswd9d/wHgtEcD+Mr/AHD7RSu+qlqmuMNH2whhbFwk6eHOgT+bpJ76vFeDd2ZUYjW1ahk1vzoG\nKOX6me6WLDQVnzsSKiJ0GX3taktRl+3FtshcHQHE3tfsyA/wtct+LObaCMconP8C4J/f9gLMKk9g\nbxZUyvrfD76FH54pn8Ck/A6eSexZ4oNOKGGwLuocO5bh5Y0lXs1QttNwV9DQ31pFkH9MvdBlyekR\nm5AEQxxYFGxWnwUIyVVxPMbklUkt//rkD9jXs4DHvHhlNmCyO0i1P2ZgyS3tnHz2SctzyXCSKbXc\nxPzKqBmysyasht5ATQKRwZ/AiUHMpmjHPCGRxssUsMaikfVZ7vFNw23M1VH2Rr5qDexBC/kGKezL\nfv3IqwbcoGp9ZfFVSIXCPkTgQtP/v+UJzkYT4CBG1tglpxqcZpbj/ilOuzGPHBm894hHStZlGtRt\nrLGG3dwORj5zlSg/gofhAE9Eo6L44r2npz/HE2qq2sNxW2QMC1GOI8gN30nqHU+/1Bl2yDiLhFKr\ngwTbqZWAM+WmFibeWXAbi+7lSre0Ki+RI4ZaEoO+B1WxIMMzOcD7aIcniooOQEzEcFH3FLMdL2z6\nyg1I43/fMH62xB8d2Ej3S8GjGoCpAjl1Ijj4YN5lo5AgVMzkiLkFM0Fv4oGdv6QKAXc391FoCQlN\njv6IgPcWHabjMqBwWtSxz+ouTCMBd+diiuSaQ7gKTtipoUuAOYyGlPrk/lNiEK37IfmZDfVn8YWv\nnwMApx4H4J6wSWHXSQn+ongOYWwnb91mh8U2pMc9zDGkz08lxRCEZjIDTznsgIGpj1nD/JDn3o4t\n9SyCScPF865UFeUnSaJrBi9Tv6ZAcFXTJEZUZQ3uCw8A4kaRxaMj17KvjAPGWbRGE3KqsM6lgJB2\nc+4qlDMUFkPd2nZGx7wK0ggQoAhMilIR9RH8uSlKYpnEMW8UoWYNWQooYyd/FeW4ZceuinvHP/tg\nyS6LYVdw1kOisNUBSC7r4DAohPrjQhjScwaNpQSYdagYSCH5KZZtsVhIdpZy8LL0NNOJG0u7mEtT\nSeU6rWLV6KCr9i1/Lpu0gqWt8AY7AKOWQDwLT2UNoCd/mci07z17hBwzUWpFnpNMTtY2cvmsV3wN\naZ7epBshaB4aBN5HyXkgVAYXGzxrpNgW/QeyglJONZ1g8upceUX5QQXWZSPiTqciMEBVvaaeq7pl\n4FPtXxzZ84dQj0J+aDMWFqj15LiIKYztZyjvDQWSxQiQHZ5tOf6cUesLhl0Ry72YYk9ywOTsHQSW\nGFsHgXXqTCuOpHWOIdCee2nHbh4w7SFVqghENKgr8o0HHvaIH538CqAeBd3C9nuWe0qtrys1eacn\nO5rnMOmAkFALwjH8LcYzLyVmCu+9T25OCNEZhMQAkx/JkzQRqusRdFSfuG/ic0rObVF6FiENCWXP\n+gcasUjZIEktUAz23i0CX8VDP3y/UNWfycftGp09GMC3zkXNMyIgkr5pzwCz8xJkh3N6fsnWDLG0\nGYXnCjYo+HInHzNrzIpSYEdEpoSLvxmtUskkroZS9ArGoFzGD7fPUQJWDOjuXtFIqpTqsyfnoPH7\nRK0Hg4iHagOrwEALjKYD3jVbBH73sn+VyKRHAQCf/pX7i4vz3I2FxcnU+3gdgvXTRNSg/Kmf3kxb\nLqwbTNLPVsL6a1F0FgCh+kIeZcLRTQoVgly+KBxehEllO7AtWpn6Uxc6eN6LIhWMLzTgmcHRZ816\nNkSygVYIVDWoWzRTwO0Bzv4n28v8XADAQ4E3rrwOAFzrVWndrkPZGHauMZsUqFTMjhzIGHr4outP\nWSxwfCEX/hnth+1PCO+3ndQUyhX3CgafJ6ccxqLjE7ka3qRhjgeKRBFD6m9YPdvNo+45O+4nX9dN\na3edOvHFC4EP7p16J+bJOay1Q3nvK8lFgHaNY2O2q7fzPGGyvZkEwqpoP1yqDwQlxkIs5on3PThS\nePy3HRAVuch52BYnkGzdhdLpNGqYQQ40Alrw+55upX/z6NE/BwBc/PovXgjgbVcdcW3Gy8ouz4GS\n+4g5JsAr5eFeDTNkZ4rKm5UmJHt3GIYvDNmzE71BnZ72jCER1bYcR0polWZKuRgFnkgmFD50GWgA\nePJD4DKcE9YA1b477euFAL69a0pwTUsaSpz0KOOS6Azkvq2B5vbhRzy6J4+3YLMcZ2JXCHlJOkVg\nE9hK6TdLvXF3JnXQ1mJ1SrayXF5sKEzKJqFGtGg9FFNIWzGzWwT+dVr6J9/4o+nP037xjeaqigyZ\nKb3kseyip23hpygXnGYM6MWnlBjwshJGuMIbTrW4aPaOlqagV/QtwTyTry1dTxDOlkMKsqA5Is2p\nL6BPJujJQVFMjWsdVeOyoqsflv8+eLwSlkC6vWH7npCdALDDnovY5qJUWF42qPn0nU1dIqtlYhPC\nqDlZAiAAYZH6OkqB0G1NVlM8S3s88J4NWNTQTvH4RCtLqBwA3/ESnJRF+KppDvsbkGPnO4BZkqPw\nXLSEuYvQKcMylRRKa6CvvvZFXgAuKGIc+0FIDnmP9nNPxFXQ3jlKwQCAATPbYeVaInwhDpQDLQNU\n2Qm7Qv1Yd8PJdNqnpDZDPEpPYgojhSOipq71ql/g78NpCnvk450/bMOh4YzdzCVIQAyqUC4feSYQ\ne6f2zDyMuDj31UBModkJuWMVYYhTRTzk19Oc2EkMlrFNi0Dh8mzZMJsBhfrxcwucTcSRDOiRR4pv\nWw8V30nDpTbdgEebI3kRT7RQamRrgAu05QItmSI73C7NDRaXJeDy+Ry/Sxi1nQ4i/5uySKDyCFVd\nJrZO2PE8SZ2cNzWPhVPB6BhmH80K9i9DUM+zpSAiYMTVxtAd7C2WJg8vF03kiVOpZLs0h8bLPw2f\nsWGkwQmWTz4FXQyZhcpGfSCIqHkjKp2E3R85QmzX+UjehEzGF4zUwWzSwBb1GCVS7iQVDj2mfnbO\nNr2QlMJYQpTmwHh3HP09TLmKKbmZ1DentuQPId0713epkJcD6dgJ/uuSJZXvTIAotDEOQCG/1Gew\nvXIU9DSJ4lmvXE0zAMhc+7mfH0G0S6jjfZHaIu+s4m+AS59yaGDrOdG5IIA8MYX7TSDT2yVHDO9C\nuDQ6Gtt2MlzKsAuN20I+ImGlbjkFVPsTNhJ6Rax26MfS69+4fc8bQvFyDUDIvQnpUaQ7WY4ItkW9\n3MkVCH0P9RKgD7l1GwhnqlYXExhg70I4UwHPxkqyRuaNIstKdpiFvk2qL9s34aF8QwzGaLy62I6A\nb5z16i/dH3995y/mmX7hwA9ag5SHISfnPUWBa35yKgp1e4Fk00zJE7sGKAp/IlAFEKS0bNYKYuhn\nLNBTc38yvwGD881c/bO+E9IcCQuDmSdoHPDLwP3x9++Ia/BtAHgr2Rp029NquCvZ9I9DjrXtPtfD\nCKh8jr410FfJ1iiX+lXEIBPVA7ZnGhUpB7tKawnoO+SCgJGVSOTCX1IZmIFgfw9x/t4UTN1bHrcn\nCT9Vmw+3Id6SGHBwm7V3LbDwm68C3rFPG/36OV+q7wfg+Ovwzf/wXwCg5imxHzROhLJcm01pnwjv\nVYscIrj4avfL2ZnZBIBVfWJG8J+4tFCkRZWdm9NCDmL3iFJK2HeUBOmFrjKTbNog3mZrTKfz98ka\nGcqxLlbiEZPncXqmo5qZAfeTAN4ICE8+B6uD+wF4DXD96j8/BkBN1NbDKlztkbaV/WAV21QESPA/\niqCMLN406bKUuw9nLDCsrmyio7tNoZTiprA596b3JCpSdpxx2oke9176WyLKoeeoGILbV0ZTVXAE\n3IzPf15KnA78j08Cb/oMAOA/0/OXAXwGNCTfThvrXU84uLUP6Bb9lHpq+3F+Qi/V6R4eI6Xd285P\nMV7B/pRzw4iUqO9Kr1wSDfQdJe4OPXspH0FsEfeeJyI54ig3XdRV46kGGjwwVnL7jb9/4rbLHgIA\nr5Enb9kcDGfJpWgwPht8WNY49+sDGtaeW9qSnzFy9j564MP0R60iokT8I+eBEb4jH7/3HezR0KM8\n5e9lLqxLanjP50VH7eC5XQZ+In33/GvO/Ve7n58+efGeqWdy9cA4GIeWouYBJPTdFkSTHLAkVkW2\nobGxdcEMGIpsJSR2AwC4XNqIHto/1dBYMMf7tm3bMkRjJ6knAGFOypZEjAESC0khhDDlki1Rsx94\nSlrFE9fxkSsyVeHBLxw2rauoNZqRwlLPjMXJ1SQxD7mIaDPOrJZ3i5Mh4h7gmpsCJmnt8QTa+C84\n+0U7nOdfm9OAslQr4oFuBFaeLBDc5ComyO1VepuP1ir+BDdjxx3T0eYP88vzJ/evp5VveVbl5Len\nJ0G2zIQJxRB7RnKmhrHqqIZyrGTLlNadZGZCEYuadVLH7eB2dHN4xDdCz1i3kJbCUCkOT/fUxFUI\ntQ9nXM8s3i64Dy56xmZ5kMKEK26qqjNXVE536HammZmkUuT2wZRtTo/g5tppkuxpkJdQf0pUGSJi\nds6CxAlssUIxRjRpsaEczk2U9QSnXQ5bcRgc/Klm6bbzHDQ+hQNBdOQ9iAatbxMfM2a02DR2ZPz9\n7FiF581u2VuMdbZIazW1zjMTOz1NJvUuCCl3ShZS+T7oFETslKI65VU+CXbv88QFVDGns9Wr+6LV\nr2IHGkL3DCe7zwJ7QviurHkuIDsX2JqWkqQr2y+f5xBnAZDIoleDdTJn4kOHxiWHk8vekLObk/cD\n/jltbBFt41GZEkopNsg/26/ZEY4SPmTENT3M1Ca5M774OvkVGWPG2tKpcFWoNUVBY99qydsihsqC\nuVLeap7h3kjiTrw/J7IgIVotZUk8q3QFMBFh0rpZWSWABzwNQMYqFtY9g7R8J5FX3SEhO1kPjQwq\n0sajOE2KAvScjyJx+FM8N5GUArZL03LhfSCTShaDoUvfdSClZ0zFdyVeqa0v+FIoo7MUKECwoAQA\nsLwZvXPVoONhBr78EMhJkCFVbVU7bkXOQ4QwhMGZQJBRWGW5XgMQlSrFtwnLzDRsS6lZY04ySSOM\n35F5hs1sQYV3v3f3W9KoWKdCETtstSdwLLCUvmQb2oIsrHdMejjbTGebsGkDwPv+9JLVlz8a+Prs\nAuBbZ1zwlfocAP9t+FIrP/Q1oU0ukUVCsLOUBScSM+z4CXPka7Bw4GTmee9n8WXl+knBw2YKqL6Q\no/ujwTawkviPOwes9YwgTYmcW463wDh7ptw5Zo8UO1aqP6iaevYAnr75F89+NIBzzgEwOxf1zU/b\nvB/eGQ+fGjE82jC/gm6Rqps0UvaSEXaKMgIRUa+8rqR6Nj066xkq6/NEhsGlN563OlaqqqoK95A5\nsZsGU8o2S03Ce6IyZ0qkqoYdFVmRP9GdTT6ITFLNTxIXbkZbQYWRG9a7AOD7r/k3+Fut8wOvwzkn\nDt0PX/4NwHaV1ywmrOiB1PAFExzYqwE3cs9Es2w1RD6VGhE6HOSZ+8ATsuecNhlF1FguO0p8O3Qj\nrTJlqADA5LPjGiLJC1ExVkGMTbcoGCIw6Z1EFDKBGGgbP2PgjVc/7FX4j9WzpA53GTDZBC64AL/3\nVg2YZ9QDr23mV5AbOpj0kFB6GITDw8mxQDIYUyNCpGh40TcpW09aVsYTgaqqcqKi+7YFucoRXOVc\nXVVVpWAKAlrPrKgj+XXyiQA4VxkBIXIO7FuKdA0gItmD45wWCeaSpmUQew8i56q6rpwD2HvZrsFe\n3QoMeO8Bmu6btg3Q/jaAD0x0JKcq4LrD+Crwq/8OH37+RwFg1DYi01cO2rqgFLNnRtMK8uq+Zao0\nEcE5RzQYOIeAGsGOGoBGTmWReGpXVU7tGSzjqCrSSY34LqDGnj3ImehMBA57uUEVMxMlJ06xbAe3\nvOk6pwQ8cLqScdAcPKJOLiTiD/V8mg2JALSbzbgGbn0zgF+2uKON5wD7r//Uw4BXA82Vdz4aQEu+\n4rYCm2dVSLwcMhU3LrgO/chV6kSKS4VrYsfRx6DHNiJRn6MubeUTIZ4KeTLY/6u6ckiuZVcECSoG\n6Rb9aE4X+3jW2TCbXVYQISLD1nmGLyqS9ICwVM3aChjj43+CpwKvxheAT++9P3DOYAUA8N9vl8qO\n7+NNHqU8COKnMJS1dhxRCRkptSz7QeTiUdMGjRJSTkV2Ry4pJ9U52TFnTJCBxJ+gMxyEZuLKp/6f\nuMkbafBQWFkVvnT5iRORzEbFWk922pEyhJxvJ8n6YEFQDS1ghM+P8MhHAsCv4gHAb/trL7h39Yb2\nKUAIwvvGbQchN0emAn1QDLIeFDJeLqEnD1XGZjiNoSIJCJUlARXzxeB4jIKuAShlUAa6qVxgTEul\nKPNmmwA5zxgqMkfQe1hFTspwMEJ09KnoC6QA1K1d0c4JFWkxbnajuSjN8gJ3EqdfuJQpzGftXaVl\nP+nBMLCX66xkVdWTl7YX5KnYfOp5E/kI5iXJSWfIpUiWIbP+KTWvuJncE5s4KJH8TEL5TDi0ZgIS\nCGnJeUISJMLZmhkQAdltSaYudzAglMsFQRp5bDwbD31omucpN48BLHxPVvA//slRauFFeojk0gx3\n1qAPfQszmUVJFhgivSHrmUpMqWipa9HZt52o7Ek0FBjpIiBySJIL4cOWEUowOi5DKflmrIZtF0QC\nJbp4c0TrOUlhR384zJyrziwz/T/3Bz73/OLh3iMTV7cGIBITLkSE4UUC4RD80Wm28yV9F+ZTj6Kg\nSEWMQlvWUJ6tqFCLyMAzpw4r7xK7m024EQvNVp7XKfVTvgbENr6505vAztYuI9UWwMpLmHw04Nld\nj/cH8KAHAQC+GVZofTjcbMlHDSRMArH3Lmr0lAf/z9eNKAMreWQUglPMmDvqKHqlXCj118hlA2Do\njep6mbDw8kp4KDE8iIpNKSI+mzuHgjidI2OAjlCEDL/TgQrIeBHH9JxSAjw7R97vXh+PQ+bEpG1p\nw9nBRwdvGINmcs6RmYfk0D+G7ZsI3Ql9qPV7m1xUlIULUigWTBrKEVmP6pGJFe4DlziVMyKnEO44\nPWonnzNUKnep54K9TbDAZiIyhy+UVB8ntZgknvsmf8+wwNlgfIUHs2/XRz3Fvv1nKhXdPzzatThu\nNztAbQJEIv8jAq+hDCtnzOa9F0dIfSfzrP1tMdZU77BvSey4cQVjxBxYDjHDE6IHKJ31vO0gLGxF\n5/NOFCkhquwi0rYgOAJ7N93bU+q023+4fLTLzVpf2al/qSCAhPzY7JOyqxAJaLfzZnSzdxWyx6Ed\ntYeEG9zz9rKnWXBWEG+I2E4+Mb8aMdiRqNRI7dQmTWitOdrNx4S50hA445S2uV0MSoz1erDYV+6Z\nnSenVRsedXn0V0oG0z5R7rtiwwQhykHJnc8vQD6zlbFhcTrqnBKowpVEZbMJmfo/ETx7JqYgxsmt\nCh66314XKXc9B2ye09ntknXSXDxeOzsgePbAnnV/Cl++4KuHH//lcPvmZx+Mrz2rW9WY21kZYipO\n7CQ0PZl2yPqomMG2EDK+XMlKk5wGHswZ+tQc69F9l6dIuzMJKldSnHNE3DYM9gB775k9A963TRsO\nxBH925lZoSdxkTKlrE8p0mel6jZrPKiqq81p5XEB6rd83+8DwP/S1wMAXwHy62i5prYAegWUXF0K\nxj0yjSy2bDYG5v7xBcKus5nZKcIMd8efdiDTE+L5IsyeCHIzk/4Ew6HVydMwCqZwz3HSp17G3AMM\nCbpmD5NiEaWaylcgcpPlwRDAWU9rvw8fPP6y78O9p4Pl5oQxgG++F//z+21sTcWV4zY7W9t8mj3N\nmoeQrW+Fd70fE4hJVTNKKYBgFBEXUxLmQ4m4p4wnZAIPGonCrxqAib2QJOdU+vRkzSR+AqTkNmeE\nc3jBVtw7XQ0CBkRowDSm40/DF48++XuAb7z92MuAOx6FOx4CADgDeMylf4KrrIZ9G54G3sTyZNbS\ndaiUfpqtxZe90vFt61jRzF2g6hot7ZU9TmQniXlsvHNgV5MiT11XlauqSm3fkJBtwV7nnDPiAUjE\nEqC2D3JON1lkHquAlgCRqyrLae/FvwFmOfkpxrDC+2owGi764w6zv/wa8MlX7H0fgAPAIQBfA173\nTfzSn+CDD8DffAQAsNnWQyGdIHLknEOgOuTUSOyZGa6qqoq8b30bzgVjqJWHnFkS0nGkMZKAGfHE\nWiTjlP99JK8y8RKwXlk+AjN5Hwki2Hvv27b1bVtVBOa21SGgrhwRy7lUJJdhYntB9DtLcbBxhW2h\nTw2WDuDo7nOBh7/oVcCv4hwA38IXzgXW342n4yNPwqff+0cAgIWZ3xw6cs7JBd/g3KDmKLgvYwqh\nWGGKuOUkxnk+94u9h/p3IbaSaLU24l5MHHF0OgF6fzEzs/fyj0HERFUtXie23ULSv3J7RPQd73TC\nu0Mwmy4iBNm8EIHc7ACOPBN/CDwd+LsXAHjz4AzUXwR2vR/A44B3XCZhkieYXatgXwmIZvsmyDnF\nQaHPGtYh3TAS772HDzcASI8yGbqQfsJcm4895k2i6XLBQOfLe+8zQyt7wdJaiJpzMAtuEKwkVxQG\ngpTaO6nJ5Pam0pYd6FqkdQ4MGm5MzsBhBj4LAN/1YADXAzh/GdhT/yoAfHDXM/YCANb2TAdtdKdk\nBoEQVGAtaoSFUQ89icwnd5X2wxZnH8lcKybo7hI2BDHgTutwLi6Z3FsTdEqbb5GnPCg7DY+AVNzW\n3N05vs8oQSY1lUZscVG6WQWsPw7/Jpa46ObPPxCnAeOTBABPehJ+DAA+NSFuZuYoltNKog1HnZPm\nnwwN2d46lV5QBbVLMnZ57BxFIL4GODkdNxr6Qsq3Myk+kk61MhtTy8lpaHBkMsX0/QukYIWJa2DW\nX3YE9jwGnpEVme2VTTv7pi9MHz/s2luX1/etsw6bS9+xSEkECQOyjX1Q87TavtWmHA0B9m/+YC3M\n0CIQVe9TBblvD51Ta2I4c855UunWFkNg3IEcuGaxDwbjUUFfuuF6c/SALYYQpHNbhiDaMwj1xgQp\nGgD4cd2YdvGvPTJ7/qzpoamilMVEZ/4NWPWA1y30PojYtl4KEHY6fnCTplpuJgAjxMQQlHrE2UKP\nJgW4mYoDTkyxBGZ2bEgAOXCaAUdy5a2Sf3OSZLM3Z1KztAN5KlsBREwACJjs6tzo+IDPfu0dj731\n4J4Ly70jF922Z00hWUlROIZZTdpQ/3UQWFJjj3nk2MhV+m/+eLIIpaAjUEJjyzlxNQNEjmbkHIOY\ndcOlbdE1GlhBt+Fx0CrVV0Xa39z2K9dWWfCUSsCceJS0J2E/QxgU6wiE49hN5w5gYubB6vPwpWiv\nBoBv+3N/+L+3kwWsPDgf3P7BejUjH+aCvJ1NwcyQszvE9VbBW3+NGYSpo4wrWJBgqwIDq4tfdWal\nBUSNlg5OKc+cuajCggUxB6ozJetZJPbMQV5m2UUH9t6k+lRnD2QkeOlFUo6wEtNWUlNKf03nWTy5\nH+kafOvNOG0vsGswPgvHcU9W/ix2UwtUU5HOJPbCeoMg+JUCkFfRxkTbRNDzvf1WCbYjqisbjUOJ\nyWnDFuYXJojTsoiQq1xLAJwZlQ9NZ3UrOYnXLW+j+ZftUXzIYtFlR0Q8cw/Jyt34BGB6Jq79D8vA\nZnKDgpT0XEEEd7toSY1jSo6SwGTkZj1D6YbM/iPJF7BbJrOAd184NYl32Xo8F5XRUnHjd5mCiKCV\nMZHcnW4bnduU7whq2yktunL2ugga6xtM4MmKUwATaKPYIvJdwBcvBKabl4hrMkvDyULDLoaQKOjA\nvFacLHqyS1E7xiAmr0wkibEPPnilVKUFo3d9iMNRuR2rZXIqcsvOzT88wfhYBchdmPowsaPbcdHG\ngdhGLK3qcZh9nKm/1xyCyWQ5mJlQT4p8n37ozZc+FHc8j3puRa1cf1s6czGOEUEwdsUUEWSsCc9K\nys8fiUm8CSUhO4os29iEcN1wpN4lZHL6JflnnWoReyOIpsoIBwrL8XyPrlpdkr/w3GSAwGDky2AA\nAD+9Z3PfS4G/vfV1mOHgQ4Hq2TdX93NfP3XYL9+yO9y55p2d+wGzFQjcsP2LZNDQhYJnEmBii8wO\nFxKpSBKEuMyDhiAMd5RrAkT+1w6ki+AE16kBOXKl3I/SOKQUlskc2E2UXkzyU+iR0/atTED2nSc2\n0UPCC2QaKwcAz/+Vgy/FN8561rOAR37r+MPx1ct4hHv85i23L7zzmWENVDANwoTBO7FFuWXjAhAs\nBnn4ZrpNhgKo9fI4kWuNAZbg5jwQz9lI36gs66rKzeedah8KUrT3vvVqC2H2vvXeg+VUBb3KwSPK\nGpzwbSrr7TPKxAdM4SpyZp5NgY/i8fveAFx6NwDgjCG+3px75iPvt+qxh2jPS/E1K7rQ1ok9Nt0B\nEa2EXfHMmjKbD8eTc5P+zpkpHWjnbRAce4brAJZd9zxjV1WujeIkh3JgJBc6mfPNXnuGoxYk9la5\nxgaJYKmMWMYe96JKHqM3jk0J9AaKlQZ5wDnPDE81Y4Rl4PiBc38PX/9P18l1zN+Y/tOV5+DzD8Tx\ny9/zIyvHfgUffiL+We5h233K1evjCWY1wOS8BgEppRTFVOkrGdmOuwMYYvPR+5ul0wla5RPJDGfj\nS8LlTFgSPUL5GzM7syDC3P0AOecqR+pDblpv4Nz6Vs63kItVOdy4AsQ/yYqw0iNOgK0ElmQNspVl\nwab4KPnmFSpPXQoc/3EA1x37Q3l51qHRGfg4A9c2jB+89Iy7nogP/q68G3FFAFwVq7JmzXGUdiTt\nqEGusYfYeR1XV5/oPZioU7PJvmp5AAJjthOR2bNPsiKeeGWKexUgx57k9qKI7ybV5Mnkzg7fEuMM\nVcjihASdxHpHDKJ6Azj6V5Cd4z+98AsAVncDG9MH4fT2ph/D9959MfD7114CAFifkIOdRxjhREDP\n4DAfb2f25oRzUuehYz31vC9FKQzOg6IUxkCqIBIR+xbqdrDTXZg9yykvktXrUxUfONCmxE4SJq8f\nFfqZQ0UEdRKFQBwyHQMmI9NkBrR4698BwC+OV/8HPvtfTq4By2MAH2p/4Z9wHvDWq+uTUsHSKgEO\nwRagrgkbr0GlPYzer0jDu/0P0wmBN1J2Tj2wpQPO4NR8M9IHEJxyPHHkM6MMHTfNigCQT6UnNhNx\n3ulCFokG2U6yqqVnEs6hxZ3ajCitkMCE2fNw11W46oEA8Drgm3jTxn4A+2/5jF9auOK9d/wfAC+w\nU3duWqydM9iwzkhvvPKEaOA2kbMM+UWvGFQKP+b7myvZxJLiN2OGHWfvFMKEo7O9BSq1PjqooE8A\nO29Oj1TeF7nYUIFMX0hmupx87r4gJoLEmrlwIDpBzzMgcOXhWnJ8CV772/HUrzPxSz9+4qHAGU8E\n8L2/Pn0JkBySerLduwnIebux6ei3ipyxkFgDG2ALBwtz3RkXAXYV1BzvTvrQUxK6IeoGOUaENTZq\nGVBSgDXq6OHgEHODkm6vTCcTMLLbk8Lklh0lhtlenY8kgWyCmIiJ3OoY/292FfNpL4inLCy//KXp\nK/zxH7XMYhjlMPM26ZwKAcoZs5kLZo00+mgOzYecazMXD8ILcU2RmbV11KJFhQ0JFYyGGfdmNRjo\nzAdXEyuKI6OGSt1Se22ppPVyQ3M8Kg0KeeVQLb0cHgBfgIfn43ty/PqD+Rucs//mAUCFOBPCGo1H\n5HOfferA4ipEBpuvB7HdOZ3nC7Z8K0exZvtrgZQSzkWAJwltSaOJSfEDoCDs1So0OgVXCxNhIols\nlhBqmunJZOEoNQITiT2ekdzbIOhReVniYLRlBjw559oKYOBY2BkS0pt/EMAnDjicgTKNnV/c8HXd\nSDQFZwFXDPbB96vnryp4sQW2kZ2NbfYdm5dgnoDJ++AW0QIaFo0C32EvHhgmEDVKvMNtXtofk5bY\nZP1irUn3kYt/gUkjIOR8PPa6BQ966aiIUOzSwJIIDz1CU9JMj6TXcssgzJZxZ/b8G/jK+icBPOIs\ndwbwlRCcKmlfxayOJ7H4IrmekcASZyI/YOhCAMGFRD3nAcP4X3heiJrZSE2OitmNBSsmyHsTcWWu\nOPFtmN1dW06sjmYnCoEA2hlSWIaSESZy0aun9270MWxtAjDOYvUJhgG+wvqPYinLfxZu/+mPAfee\njtMADPB92dsHeudhd+UwvDk5hc4zIBHDbCxOjfLB6mUMpMdKEUx94UHXKASVrDmOyaAxRBPANrR7\nE2r0pg1ODA8mLinvssnxgMrzqXqQzKT40zhMfMIzFO97DXpRWIvJEYMcgR2v/CjGRYklPAo4/VMP\nA4DVwsGJcEYNeRE8WCdcrYMqoUC7GbW6hGT3JjWHJn6ROQYlTmoxqUXpgBV2qvGaTcfXCQODyXTG\nhRKphlVG0pVSy3WIEmRCOLPMU+tCgTA0BbGy21FUjrOoPhgHR7PdHbvuCABwe3G9lCYHlvn3xOwD\nzNu+BwluYGNntvpsABJVl4Jh90h3+eN0XJE5U68QoCfRyAGB0aiDCLI6+2WjTqUYuwvNMjmWSDko\nkZJ/FggXXehuDjKUD6wLLahuaOBHOL8o8WB86mH459H/ft5p6GAJADC35LxjDwp2ZmPMQShTh5AP\nU2l33sxjXh2PWqQW3UT5InL+KOqoCcFRrp9Ubp1GehMSqV1ekNrZSrELiBG0CnUJhgrnY7nseiSf\nDIcMZapZQ7NzAXzX0njtrQB+4C9EHhoDa7v3rNR37j+2584bRtXoVbE6ZrCvPLdK7sMkKLEO0gzb\ncPL+cIYH6YsYgWGjmheCS7BN66mHOd2mLPUImmigrNVF2gmisBsnVqwyjEZXBmpEFVmoCrz3oWOU\nhO7J4GLYeFavcxIuXRx4XhNRO5nNgE/i75b2vhV/82289QwA+Bju/82vjU6dt3ozP+DJ1ZF6/ywJ\nxNstMm7cFBx8BDI4n7hIFDvyTjFKDhXmvAAnjvOr8yPWKXVssY06Lk0UfsjOLAn2z8SnHeVepzKs\nRQ6pZKTY47JtYMxEDkzpdYZeo60ICXdnoFVJJFJ6iW5olabZoby+anmIQQ289n/jlUN8601/8D7g\nH54CPAqYnL/v7bi0vfkpaPa2pxYSjfo5r60xZWqcDyeaGkSqJTvhUwwKekGQ0nSifZBK5Z/JJK3O\nArOaEGx5YL+sRS0nThKK8VZSMuUE+brmMGAuocxzRAFNwisO7DkYHUBgOeWm48hiMr+EOLlJI/JD\nI/K33Wg2J7zZAtN/wgPP+19XX/M+AE/5OPBpfPwUJns+cYzwSTzkB46deg0A/KzUfr96uu7GdjRt\ndnm71Jtc157Be25MVfIQVCnEa97thUQOSc/VqNzDSjUeP0Z4OSLnFLrzCLpk8IGhpOag1AaAEGlH\nDOaaY04K5UlclNp4UFu1ihSrU3ekufmJGJUfMA3X9gDLf7DyfThx9U8CX70fNoE/unx4AKtXLsz2\nnHrPa09+9M2fAIBPHP76OQBwl8K4T/weDCpmvDP3ABNSK4SNJfEMdqYXmacuBCBFcqfTnlMxSm9n\nEad6ITLG7Hp9I1kUQqyDY+QYM8vhysmkJsPzLg0mCi/IGFfoYmAjsQ+uHkwGbvI0YHzp+78PrwLw\n4Ve86DVP/tKx6eGXPAxPAc7BAR6/E3gEgK99aP+ph+He03HxZITNlgdtvJORo9iWwmkhBqWShE1x\njP9EJ1lX7b1Jvl2RlnKoAyGE2bCykEwqSuiOJ4P6XrSFnHRtLBqxzrg+SB5HeZvF9EVJfQwku0Jl\nHJN6Nq3XV58JHLp08WffAABPvAvAoQ/w1Q8D8Lnp6lOXhkeWXvpb5wNY35ysi0mbKs+eXRbeEpht\nysiKuWV4Z6gIqEIlDJOAYturhrgF2OwRkpI5KZ0/cuQia6ifSyS09F4y/SQGuMrFzYRsmGkbQX6O\nBkPBIGJPpXIg4oDvqGB6P0EkD2jYTfzFePOeY9WLY7531DT85qlmbXNt5carn7Wy+45X/k8AD/6F\nv3siAOBHFpr1erjpGWUSHTUNGMvyODslOJ/IVG8tCgV+QTAS23PgBRmeJKWMyQeGn2RGCgnKXLVV\nStCMI1MmotYJ1KlGmsaoEpLoC5c05BPqq8iT8gQAwJD8AG4RuO3ofz0b+MR4/VGfee9zH/DBas/N\nH/J3TDdXHnv5beu4+dSz3wXgo4/+8ncBuPvE7o2a2kFFJKcrUHARwEhLMUsx3ijY7yWZtbMvRjFw\nSjsfWQbNIJubJG9iA5JCFI/+tI4luQkcb6+0nSwWMp92wAJ5QOQatWUb/4tXn5OSN+HhGcuLh1La\nQSZojddoqhp2LQ3xqsnSiYuBo4Olv6XhH1ULq0x3HltDfWq6iEO3HLlmbQD87dphunrPaTgPN1ar\ne0doXN2WMOlYnDomj1fFkqjpPvzmDP5jKrifTQcME8KixnycCOlggu0INA6t2KRyOyUGqppTema8\n3HicCp+AB7epwyRVyBgEatXy5cDwgRz4qI+0TGgt2pDD2duePS/fdgBLtLhyMf7b1ZN9j/5Hd9i7\nwezUeHbn/qNPWL1jvHLksTddOvmHKw9duXJsc2O4fhEfXuJmutC4KcPMM8I9uQXYEYUACbapj7zX\nMbdc6/wbRPswyZJfJNR4TLkdQJhIRYbcJITXUSr5OyT72Tg+FBRB6v3rntvT/aXPKDJXiy6xxQKE\nDjF5DeDOxIAAJxbDEaYFhLVq99rKYPi1E8ONGT4yPtm64drmaLZ+0cmlDX7Crftodd39TPP71SXV\nbwwWxrfumjQrGycnFZb0ZobQiIJHm3U/QxML62TOn8cxJyZhFeSCQNcjOJX1d+qbGwpPSjWtp+lt\n5KF0IirJ2DgwjngsRLCji1ShwOZBFtscB4dws1tEVyYAnsbNdOLc5q1X3Tr7y6NDv+mP3H58MBjc\nOWr+Bt/94t+6YtfP33jDj6G+efFAzZu3r7Ebzurp9KJ62hB7JpMXc9sCzPKVSEFh0P0TZ0QVASNU\nlUHud6CsRJBBOxVTlrdMHBi2ZO6uQWZMMg3bUYZtVpgShxk54U/M8LkOyxbHmvAcEk17MFzHgqfp\nHRvDA80dzcs3/XRw+MgVP7XpfvWjd7xz1579wz3uB1+z+V8vPXHTysRf2VRL5N2ILqp9JZokcdCc\nRDNPLTsIGjv0kUZddW7VSkwDyWzPn8YYnhGF8HJ+goUslaHVlpPJs87Yaqwe6Kx8dAZ5MlziKI8L\n0IQOpbJ7SIVYaAxudVjt5un+xcHsGUfw/NWz2uOXLE/bWwb0Bze86+dPrLznypXLfubSG9+78uK9\ncOPVPftqasnx+sKAKiIidop5sVHBjHnTp5J0z2uKmnxmcyXMI0ZxfroZCMBpz0X3bYhbTZ457X2+\nCPH8T53hgMls7h6E4DxtR0U4JdAurQ0APBz5/OoxAJhhuHR89Sd2/dZkfWHzwMHda5sv2HdybeXg\ne3/+XOBPFt3Kyf27nwrgrrc8f3js+vHC7e3yC49+6Ni1fMQxexEEzHnAbPTDc3ElUG6rgF5Rhghe\ncaIDa0Ykct0oN1OhorkjJ4gZT8gmCQHOA6R0b7vLTTCaUZyaGgYQgCkJgDHpYT41FLoVzBhqilpY\nx4YfjZ+yGw8FPnzIO/61n3kKgOG5AC4/cvxI/czZt84ALp49Eg95xu/edtn1lzzmxPEx8axGJQDF\nFqNFrDyOjermlAD2vCcFaVvXVPbExXMOyvmy+hMs6azUXMbswGzH6AGAHKFVkIqiMtYWgrcibZri\n1IcD9kqwg9FcSigoGMSYMk2XeS8eCuALT7j8nUef/ftPAYD3PBrAox71uQd96UaJOnoCgNMObjZr\nl+GZb1paG7cOFSqfdoRQTnIG3wzoJPbQI7OP2gFdbLVtmebzDAAgjfhIGKF8tizbZklNtS4wsiQV\nk2fXSHuORxglGYmIyHsGyb0lBG/bSdrGm1eDyHtwa1zSrYz9rK3hfcszegsA/Mju0zave8HGFQCA\nywF846uffQduufVjAPDJ2wDgst3NT3w3/vQZl2xgcJg22LXU8Mh5VEI7fAMwM1V17CfA4uQJ90OY\nAgpyTvYPiwDtvW/lBCW9fMJVVTklIc7HvEisX9PrSXTe52KCl+MTyFZyHnpakut5PLsugnRFW9GY\n1ZlD8zggCEAz2hxULU/qAysjv3bbjVf+1pFbbnOv/aUnfnTlzW9rf2JywzPO/Mx7bp9c9sgXLL37\njiX/odvaXzyy8Yrv/eMnjPF7hyYXXXLsmukHdl863ByD28ZXXphpN3BXA3WCcOoUb5WChaDdSLbL\ngXVnpBh979VEDOC0Z6OHOhPQitxEdpyi7Y6d164n5+Alom3LRQj5JZC5iRI0oRAGCACNjy/QzE2r\nas/x5/4g/mr9yivedKxZvrK6c2Pv0vLxVTc9/rzpnw0Xn3fQHT00OLhxx237pnuP7T68f3nlvZcf\nv26y+5ZTL7jkz6ZNPXNgUOskrCewuKQ9jn9Vq1NRkeHM5s+JNBmCGfqTCgFCvGwOEkEmNj13Ebze\nadMoEW3n8VGrUUPNe/htXrUKFXo1GGaKbt1T1qWm6YETS433o42lyS1/+kTgje/9azzm8uc9NeT6\n8BVn4QvRofkPSyefBbz62sHj8cHb6KfxiY0nAx/5/cGGqxwT+ZYJJCphgHr7DKyMwyG1nC4CCizf\nmtIbbzGpRHhJW7zfsh69linLuFWjBN+2HnoVTgIfwSOqLas+5mLAZcY4snJEwASbq80MdGT/0hq+\n/c+LA3xrF//G3+Dj+NSvA8AlZ+FLdiHqt3Dvax/+LAC/uvct+OZ/ePdbvoW/eDKA90yH1aBG2zSk\n2q22lyqjehlO5ZyrnB3OEhQ61e8C7ZdQ0L4QgDDOHs7Zm49Pe07f5JLaTljOAkjI0fyFECZGzObi\nCFXloojmM5nCw4XojDSfLToxqmboaYhj4xGOt4sXXX/Rc08NDx9vF4f1+JmPxC+8Hr95Tft4AMAH\nLzrx7tfjsx+obl66Y3Bs+eCNewZHXom/WJqOTy4NnEPb1CJr2NHfGSYQEPQEbiD3FySjJkJ2LwJH\n0bRnOrSMnEYZDiXvJUfzj1EI8RQBTTs0O3QPwf0pm0lKUba3k0kFnAmzWfKzAfkTe44fcC8eHt+L\nvTeNF9pTg+HeetfJ4ejUX7i9l3z9nD1+E7j3dHzpCe9F/Y/Ee39/0V+08rS96y9uj7/kJtq7uH/0\n9vW2GS5X5NpUD+q4YdPgNA2IC4uQUa+gdPd2Op+c4M3k/qkQjbkj6cqMM8M50zON2M9bhGxTeWJo\nShZRe+8Z5OQAnBAywgZZJU/AYKMd++F/WF97Qhp596XspBd8fNfxwYQ3vJ9dOljZPVnadxoA3DO9\nIDmU59M3nvDTjYFcbMTepJ9wMgEBlCyCjbRVnoCgZCb9o/kaQlACmcBiqi/HFxnzc0BxDSgyyKq7\n8ixkSniFXJOkR5cwc7hzt6BYKXdAhkmSn5Q8qeKJKkhhAoa+GdYnX/DD+MzKYCXe1/Lt6TlpI68e\nrF+x+5b2Cbe+GgD+4Sn4yvnloUgfv+hMvP72gZODHR21RASvx64JxbB+sIrMrGdRmPgWbKGUQljG\nztPxUjafxuclnsJcMxKS1nFpzktR0DIDBVJ8Ft9hpiD31JA8JS4ekpkV8pK1B+NKYHbLyoeWH/3h\nPe34fLxhvLD/4fiT3be/Bv90xZkfedxfH13gk82ppY2TXxtcf1n1/qfcfXO9+lLgqydmj8e3zrjn\nbOANx1/0eByngZ9RRQRvAQuUBzcA0afJsC0iOxG5ga3EVXtNRpd0wcQ53OEJW561EwIlyMh/2r6L\nGkzyZk7n7WYyixFxWRyCxgoQofXsBg/H107tG5z8wKM/cNV443ysjQ6fePhnVi9dBz502+Do4OaB\n8379JN10mI+9+0PU4oZbdt/xUrzh+Oqex395o7nzaff/L5NrHo//ubK3rZxzttzhcjQOeM62Y0dc\nZal/dVvTRJ7mLZTOFcsxrAyHfBF6Ge+cl3KCvx06QUaK0gix3hrCL9k9AwoxSxlSxFQ11DKwch39\nWr3+t8ewcOQxf3diz7HZR2+Y1At3N6dGs7XbVtsWp1zbTCdHjq4Opi1uXZ2c+Ltd79nvjuO1jgdX\n3p9euA8f+43H1sewJKeVgcCMBOqhKx+ECra1yXB/7vwanBe0mIos9oIJ3pmJLPJL5OGNoWSQiQEL\n9OMQ9YhoUlGB2skR2fmByIUDBQDIBftSjPrtEaqpHoKAt506Y1dFt+4ZHwNWNk/x3pNTvrX97V+b\n+snw0MiD22aBR7vuPLRUMf/6SRrsnU2XB1R9nleH9Zu+/N72zLt+ec/wxMKwtcOzZZajy0PHr/Ot\nxjk9qVOjO2Wp7EFnogDTQKJ2wOlv/SfQF+NgOTNlby1vRZgHjAGwYjZxXNN+Kap8TiYQJI8TPCCT\nWhtgsgd/dfjnX7BAa4vNjPZ/eX3Xpp8cPTW+rRqPR+vNeH33BmNxg1cXd51YpVPTfccc4I+cmHra\nxZ6qtekr8Ai83e070Q5GJ6pKD1EXYcjOh1M0DkKKV19ojgwp4nQHmCFCOQXm/ZRVcHYEaqx0BymR\nxlhBnpK7+ozDi46Xev/mYAICfqmdNmko7Zar2rUnYPzsgx+4Cbhqye8/eHLhunrPVadGlyz4qxYO\njRdarKJt12YgV02n64vjyXDPrmN07OjSaNf0TRvjzeax9Da87wP1Zr1rcqoSachEoeDVDEE7pCep\nqPHbm/kzDSHc6aT1OHqDIo0Ilikm5DJpmZLdWaE+b3Zghu4GQ5mrU023VjJY6wnSwWxY1VdiY7rn\nKD/zzn3XngPg0ffcec3Tr9p7+j23Pnn3ET9uDpwcrE39Qt0O3O7hZLS+cN0d48VdR9vxycXh6mNf\nSHeubJyDP15caNz6uBoytwGsWe7hTfvkGN58BF6vEN1p2oF4FIZH5A37WZXCqCvEnStiSreCbUJq\nFNpBlcbQ2Omf7NlpXbYcXgillk9XXahbJV/J9gd7mEWBAALXfnNhjAMrl63e9OJ3/Pg1rweAn7mz\nuX3f8en08DvXasZo/zOr5pa/PPTM1999aPiu/atYffv+55za+GG84db2zQBw/W+/EL/uhtOmXvBu\nqpGEchQB6b1qJOc5+WByYYkH4mA/qmyPsc0AEeSUAUV+m7cw0YxU1mxJwq3rsA62c6jQE7rrVp4n\nEMEiAj0ZzUw2iuSbHtKPBI8sUtgIrYnuWTemS8Oj/2l548VHNi59183PuwzfaK/3L7l5unbTgclo\n96j1E3egPrrRts9Y2fP66jmrk6ubtSHhnaP9uGfh58YAgCsPrvz6Dcvk2asNR/yvHBolG0/eNOkB\ntpQzBB1sMACmI90mZdSJw+RtEXcE1RKzDnCH3MQYvHjGonXUCDxlmQGI71ihIURyE3TPWtLZ0azi\n40dne/eurl2156eBs876AXz4sqf+0wcuWT31yjNft+lavvM4Y9fByaXV4UNrg4aeM3r7genK+hPP\nfhnkFshmf/2BvQrowfag/mYOUFOwUo0vJGdDAWSlSnqqXv4O8Y+1aFFOZ820rXRu+5KSnYIplfZZ\nA2+9UZdVExF860lWzgdPoed0mRiiTtnvarpW7b1keH1z+YF9lwF/+yf4Kg7d8Q+Pf8La8vKZ2GwH\nm6fu3FheWmqPvKu65M4b19977JpL/fDgAv9PAMCZd3/03/DzsFxz621DZEo8zGMZbdbhDctJiqbk\nsirXJq4yM/vioKHtUhpglZTbqnRHmJlnP2cJ0dLLGVibi9q5BqRGRyuzHsbg9Wg4uVsHZrlPWpm5\nmjabxfF7jox+Ygm46Gbc74ujy274GI4fH+J9J7lZX5lWfn29unw0Pbhng6tR3exfmx687fpPfvqD\nXwLOW115/OOvOT7zjd4zKjoOGdsq4LMYvl1ogyjGaRFZvvn+hPuS5i6CcaEdeCYSWmoiq/YzHJjn\nfbYCzNzKsZGtt2N1oqPEp+E1TPUSr2G8cWLf4sOBB/3R3bhw+ZJn/Oniry61aNygGWGM2287eevx\ni9r31o/dg2Ztun57u7r8/Jl70tvuBdaf/1E8tXbw7IhIz/hmnxwBm0BNCiSyQ8L6LX2MBUwv41jF\nDma7JAniWpnv6KcCE4rWImOWsH85XzUwaXmRk8Csr+HURAmsocCYA6JaP2fjhSlNq91X7cLH64ed\nuf7GF/p3TZ89xCU3oPZNdRkR8WCpPXnEnzrwws0bq5PXVNh18pW7b6hwxeR+f/XMCz4MXHTr/hZg\nXwlXNpnYTpbtQwjVQ423hejtAhyF8nYxorR7c0l6Ei4yXzpSBTkvlAYIx16I6JnGVyWvrAusGUJ1\nGuLCUleVLh7FzjLNZqgX/MrV+27G9JHAhfXK8MCNzzgdD1/FrRvVwmXr0/Gg8fsuuXNwydouunJy\n09P2nHjv/nZy1fibT2CcuAAHgUVXNyS7fzjdM5asQYdvhpE4o14IXCX6HcwCuCOuQDnpsfkIAXF2\nNqXd5ENFt0Qfs+06Jt0wGrWPh/ORdJ9OBTNsyB/HIJCjQEpFJgzu04bkTh9nwiJ7OIkNArDB60w3\nLT8L+Mr5z3tPc+m/P/mgT65d8tcrewYHjy4t7GvWp6cm1dLmbK29ala92y/ctn/4rmvP/9jhwdLP\nAWvno65aT5WHb0COAI5hbaQiD3szxZMCGTOpfyMJY4z7us3URCCbjgi1xs117x2jMsoG0RdaEmW3\nT0Tt4FWmhQjAqNHLyAbLAa5FPvtH8TEDnrwWddHRbnJsiKssOBAxgD387mO3PeuvD13zNn/H5u2X\nvf/lqzfuOrk4OLbn1iv41MJGfed4slq33jUbfuPIHnfToZPHVn7mljV3w2tP/+3fPvdE1VK76eHq\nlhDMd7LaZFeiZHpMsnuvRwAVd676gIRqBXewxWixEllvwAjdcE5xTqSV054TmzLwD6pJQewYAFcE\nYruXttSCoUd0JJBjiMuwwcsPOYFTQ2qsTWewRiCWE3fJTuzxNH3B/rf83us3XvmjP7dy53P/6Lor\nX1vDUzvkWTO85PBo8ZTH5nC2gX2Ld+6dTvbOZruPvuSGzUveefnemy7aGE+cb0Rzl9am2hW7IlB3\n1pvqKFI2mYcxJaxhEYgckVkSnAK511kzFxcTkxcKRmA9asUDTnd2y7Bj5cZqk00S0XVm026bLZJS\nvTGp8VM6aasZQuzj5UhGK8N+0VR5VV7P7aXPcxfjFH7hDQ++ZPWlr3kiTfa8qL1pvHTHlYebxcFw\ncRm7q43h4snBY2+5bNeNl2780odW902+b2n6rIV/94WjP/PKlXqBUHETKI5F1FkfhEHpw0iEZSl6\ndmFm+4DBcnp+JsnYub7swSBmCbwwdyqrQOahwV82FxEHdDKSSmc6qxVJQFJCZiIkw5xRbIfycdzt\nyIG3ASaFU3IGXGyMEM+eJoYDeV7Yt/oGAH979Tkv+0/HVl72h//mwze+7m//6AlrSxvDk6Pdxw5u\ncLs021xYX3BrdPn6jS+cnVg88fPVze3TzsKfXH706uO/tYBm4GfSPZKTRrycE0tEQAOAdFMIQyCa\nXMSEFBjDZ+Lqt02ZJOvLushsx+V7gl39GYDQTvw97Zlx4NksJJcjZYvgguE5gkKiZ+qHhIvAcNpQ\nKwkbJAK8LIKtf1JvJEfOgyr2fKUf/xhw7+n/PFmaXDJZvfKGGk/Cq7G2d6Nu/P5pNdu1OhiueDc7\nddGxH933vB89uUgLl3r/zs3/9vXJ8SM/gqe6FoMhqLHG2HsRUktyJBAti0AisCTIkTjuRUAJ5NYw\nTMlRyG8M0hz8AERpYbs1PdUd1ORg2op8t4M0zGMGVWPCdAdAyMlX+DRzhh3HQ0QSu50vuwrhiW0g\nNMBMxIO9P4YvY/KNjcOPuPWmtx05bbk99ZOvO+afuX5wSljfszkFZjMmwjWrl/JbDr7/2Qeml/3F\ngcsW/ttfnXPh9cv34LpL9u8ZEnk1uOtQYUcBeWXVoUdprFBGoHLtlUz1Y8/es+fWt63X46bDZjA7\nwMQmy1uctowvYIIFOgQxAfE3IiwbcBOHdQs0xkYTuH6KDLbiRn70yLFgwnbwlHSCImNm51zbLk83\n9iyv+kMnr1mfjo5QtWtlvKc+NZst7j3cVgNe3Ng1azexuLpnMh1ONvbvOXxyeZWGzcK+ldme9rBz\n15yaVb5yviGJHq9a75kIlZm2VUT12veWoPe89jNmVvJqrmibAtuh5CDWQT2gCA52g7KUJpItaR6A\nEzu3Dt026UJuzCYQ2spxy65qVVRzAUDllB4550tFzcBTFP2YMZOTXVRCA2pxLrkWjryslgOBWiI5\nyyDUINTbTRcaPzh13f7/+qd6rdT3vF3uTcAvrF+/cf3G2nOunZE/2kzcXuIJToHoufTum15xyR17\nLj8T+OG/+2jTXHU2frIarg55fZlVFp5qOIcJhB52MLFNJwHGNRC9sBxBT/7JmR7xXpxU7OaALEbh\n4JiZW+GVpLjvDAuMssVoOGOXnMUTRSThROvPEuf5kseJGKWIQGwgYB0p0voiN4s0uvbRh+xqr7fZ\n4bTP/N3Tztu37HlUDZp2jFk13pgS7z5428UYvft78VAAwHPxaADAL7/p/YO6XWwMKZ0ajwJZNW1Y\nnsRb+az3KgVS0U3Os8XxBRKSuAwTl14yDwGwA/vgBAoBWKRua/lSUgXyxCkuUjaT0j8itdHkex0F\nmZzzxgK4HJ6khbGf8Vo7eOOPArj7j5f5ZYQ3jr8fAB73+69eGGCwebKtZ7PxaLPZv1FX4+mpW1f/\n3YXXAe+7ceGy6ilP++fHAPjkw8950R1tNaunlTFQtbpHNEUMcUGQ+mwuYHQXsLNi4yB7Q1LJzpnU\nSVdA5jB7AWG8mHd9TuvM6ct6YrKcBxznPk5jrFnl7ABKhCANwuh8Wty8cBZbAsPAoh1aqWg628XT\n+wM479UAzsQT9gIAPn/FdSc2eFwv00LVTkabK0t+qeXVPb/27i9euPKxRz396Z95CMCPAYCHA+c9\n8y9qblQXEHutR7j6V8TB4G9LZ9O0LiMSPd57ZPsOslTqI+USaOi3LHi3ZgLUlS//JIVjx9i3XkVh\nu+iilTOPTcpgg5KwHyAxiTOTbYHQSzL6U9vMPNPeXZfLz098Ffjy7GwAHwV41fOeelBPVjc2Tp1s\nqqau2+XZkdMXbsXCHZ8FHoJvIx6s/b2+HQWthUn5ATP7tm1btQKYnhDmy5wJkMBRu649JJ5Hj2BM\nPQlGMpO4PVdSLOd3RMykwII4bL5O1zIkz57tGBBYaSiXDt+DEhAWPvaRVL5LJY3uYKp908mgGS+e\nlJ+PAHDBBcDXDy/ghuaS6e37JpvDDardcjXidskPsK/90nCCS2/44Y/zo3Ca1vLlv/xZYPdGXbcc\numxSauhVFkxLwX+coIBNR6ebiYZv5Tn9MIVAObW4TY0UkDH1QPJspmQG9a74hFZH+Z89+QDZqS9c\nzkgVOm98MOyrtfKOTOsMQW9JNTF5T86Nljb24B69WPPe0wEM95+HU8sfWNt9pFqfTEfs3XTFT5aO\nL8wee4L2HsVFt+CRX/r8AwF86wwAF/wsgF0bTRU2o5iUo52WKDiKHJGCLGSRaWySZSC5NvQOhIap\nTt5EoxASYoQoV2XcwkQsmUVvoY5x8tOkN+tKaTLqRhTGGFyqHNxusggOai0z5a13KKjWedBQdcvl\neMef3/UNAE9pgE/itE1g6chtA/JLi8O9+8bji/bXvh26A3vuN6P2Tuw5/hUsegD4ldeHrldjb5jg\nTX6XhRZ2kCCsqa+RVRs0CmXNWeMct2+cG/sR5jmlC2RHE0ZxjUyYJCRSHNu5Q5Z88EWw/FKiL0ov\nkd5XzJ4cs3dqBAHX6m0WWiiBTwESkcQ9AUTE1O45zrR36f3Pwku/cOdeAD91Nj6xiC873HtymXl9\n+QQq2gRWUE/2+bVjw4v3+tURzmvufMoqA8DiAetyvTneBMFTpbulnEbZOYJrmZnlJPwg4zkQWgSt\nGuZOTElPJAVBraP4jtCqCJLd3UkwGTgbu53DFqA6wZ1+phCSyDfB32pXjehSm8hk45gFU6VkcaGS\n3sSjQ8vT4d4nHAFQj88G8N3AeBmLm9+++djmpF2Y6mmrrpr4Jd480nz3rqNV+80z+QSG04/So/Bv\npaKvnI/rDk8WecIO3nvvwOGGkeSovUSAiQzN5iAMJRwSlGC2kuCSnuos2BE+nXaAKPREdk0kh80a\nPiquJf5uaTRc8SA9JABy2YPIS8b7ZfuUmY+8j6cEyBjMnJJ3RKfFA9MBH5j8EGbA1/zjte0Hngac\nt3ZszFWFelA5MHPrm1Gzudwc++bpGF92+N4DmxjVa2Gov7kCPOa6DT/1ALHcqSdLoFZtoaTx8orQ\nOYqQrXMR2R8nEygGgg4s2aAKIZNMNgMAl61I+CfEOlbaJ97kK0rBugrlVQpG7C2ASgkfqS0pqS2O\nrPN1trDuZud+9OhXzj/33KTZ4+Njh3yDcSMmE2JPRLNZ245vedJ4Y9+42beJtVO7H2H5XwUAL/qz\n3fXEOcWdQDJI/WtZ/FMcb9qdQICM5yaaKUUho2d+QLnYYVDISBYh0yeK9YydiRvtwhE55o8iInGr\nBdnK6mXoZTEiL1U6vWzoWxxNnFBWBwxnu48cxO34+Z/I7jMa4kBdDdcZjaIO09jXVbPIK7j/Cd5b\n+SnqwSOQpTN30YmR6GQwuHWA3tyd96JzBBAAyMGMHNTr/GjSDoBK+YSwc3+e5AzYWAtD99+SgnSw\n8fW1Iu5VJheOrbRaBDUct9CbvRnwJJeemdoUeFHshnIlBwJxNRss0Rf9H8YG7z7v7vNw/29wNdnt\nT41kpw8RezcdVJsL0xZwJy87o2Hcb3/R1bumuxYde8/RJQyCWh+LE33DRMRhsiEAB0RIRkupyyqf\nIMxlqZT8hR6cLRqxkT8oGTMaXWiKxi5IdubYkaCB3CEY4sOdqUQE9k3Lni32LpXa5AnM4yB+1MEq\n72kn8vKfAXz7ZqwBOOtm9jyoB1Vd18SM2sF5z027Cgxnq9jr/uqb5wKf+8JH//qLVvfFl21OBhWx\ndtmpX0N6qzwhk79jHFrYoGcCt/C9lMIT9dgdkDC+XFrVqZMxJ3VEGSadkrxzfctJ5JzZP+LfIIty\nyOOcqytHgBxd4CrZsEIIh8knCKFOC7+w8arm3fL0MQBO+248DADetYkVN2z0flDfNjOwH/HSJrA8\nXsc1C29pATzoAY/+VxeGnu6f1eDWU1VVSeczOE3kg4TNxgnj6BDK5ksCaLtn5tkyJKy9M5ORMSvR\nsv3IpjM49p6cq0oDVYywMJRJ9DZEmTNZcKh0xyQBLxLNIFHZdp8Am1HZNM6R22ww2bDG3vpCtUR8\n5fiVnteYatYAPmIP593arrt5ODqx9ODB2tFH4TMPAfDTj/1+AMCn3nliV3WIRm7m3FQQLoVOvexF\nkdJ5hgN7G0dwRmXDiyK8kjQCctKTbFYnIDnsN67ONjtmAYAqOUW4TzRK0jw9wgbh2BpTtaZEOs3u\nC9PFRot/j3fdaT/D1e/nP+9mHo6Y2tCEAOrg8Hn/fJlbX8bBhUcBDwGA39EiD3vNvS+g5daj4lYM\nKmSuTka+XSGYzbYi6PcpRaOx/U7elchhEbzB8EeuqhKunKBrluaSKzOoOleROaoru0jB3K4ZLc5O\nF693tQ1+9czkyb3y8eKmnraTVUhIHUgu9eaLDuExm/sc47t2d2fi9FcMF0aOK/K1KPqqMHhtMx7B\nyczmdjLiOpcc985Dmd/2s5b55Qi0TiXxb5lMkeqrLMky54XK11FTASLXorgCiXYIYDJtvv9jfRWe\ntTk7ORstAeaYEa6/cAQ4Mq6v/zYWEBYspKfumgBejktL9C8ynSgalDTmzG7t/RdI5fLERdqCwEhy\nYNaQP0dJFHd3MZQ/F4lU6gqGeKWbFG52ybuohqvY9eUZ/lK+fvguAJ963+kAcDc+Sft2D3mDY2mA\nmTccsOj3nfgD7H9jcimwpcs2uUYbzYnkmQFXVenKKxxyqHkHGLBdUmTq1Oe992G4+dqkthSL1O+n\n4/mKzsUQlZMsQDgdaj4+W1chYkTLh15ojOuJAwDvfCwA4DAarM8mfiyAjEDGZpd+Exe7Sw5eigNL\nX+l24/sHlXNt62fkiMDet62ZUhQEAujLlM0Z9n1OuYibW6U7PKEAzOAmI/RXElsBoZdXSA/07lRk\n895D+8oq6hP/Btfq9wcBeM25APDWZdw8mA4cWmYQgwOiTd3bcG9T7zmK8ZvOxxdRpgOYVST3cSZw\noJbt2BWWnXTwBn2BR26DGX3kxl75VOhNUh/5yMgMU7wLaTuA2OK96SJqLYh2ME4zSHKU+C8wwvu+\nq6ztK5c+GLeOJ0xuBsEs9t63nhmD9RvxnrZpD+CRzd248DNl0b2YUUVUB82cID7LmCXQabL9AjnR\n3Yonzk8cpJDysZ5eTHIbq+C1Aj5L5HBLSGJqsp6K7cXKgXKlvVg4wYjwgFksAeankLPOSO85A8NT\nS2OaDtb34gNPtzr/aUUumT3/fGDSEtO0shgB58m1NW34S27C93yRJmNg9dR5sDiZkBaXNvywnS5A\nfIOxs7oknmTq9bCCIP5GFElGSMmKAeqDiGYiBTUBEhHH1FETtT/RL8J0akkqyINNSryPLOlEYpK2\nh1tAypbSVaHCt+TQzJjW6c9fgk/g3o8AQLUvZP8KE/FMojRb733bcut96127ALTcNMDeOuT+t+Hb\nGJXbJNc2bXKCbtFLogRN5o6rS3n7xsxm70kVjsgfvPfeq+JkS80qsQd4jdTb6FfSGQpb/k1G6RnS\nnNTtbT4Q9s41M/i1a29+GB6B0/d8A8CjHxWy3+gccwtu26bxvpV/swYz5g9i4Pe1wFXvAL4suf9b\nKLe42QxoMPRy55uPtyuGJMxazSlbk+vugDNEEfZuH1kOtQSpBS1iQmBVbCBgRKyPEak5gmK5ZDX6\n05Y6t1jUUrOkZ+9pMv1BYcuH00vhPw3cVvmWvRpnmeHhmbmlmds8hKXNvcNPYeEEsIi/z3WFh7xg\nYegnLcURFMCRqCp9gkYyAzY1KsDkCgUFsOasRFwDwFgRBYm5nBTKym/PkLZbA5X15tVjQGiDcmgB\nRxuXYQgAeGqa2QFrdduwc206dmI44sEmTts8OdmPa/3XcfrXlgtd4XEND4hFb6GqRpFM/rGfvf1k\nTvScKAblow/zK9VSiHRK62Udjv5S5orIpcAaecfoGpnsuZWziMt5y0BJmU5XQ7cSqGF2DWj2HFzX\nV91n2oGH11NHHevRgp6cW9u9du/pgzv2Mx68/9gj4S8ui07ciBpHKhJlsxG+C8/Vf533yRMuH2Q/\nEr5vaGDRXWm+YKqOyCNIWVRcir+Gi77kCaV8vFORToiAj4kq51s0z/zsWf/4pTLzPpziFvDsHUjC\nz70QJWpQn1zDrmrKgL8ZOA8odLYr2lmrtjHu8gTrajIp2fu801vxhJCIot8kPoKR8wzdwkQmSkLg\n0D11I2H7c/Okg+jlLcl7Zo72+Jar2rfA2X/0lcvuX2Y+DYd9C8fwsssWYPLE8Ix6qd08jHqvPwvg\nNQC45/q88H5ygwE2Jg2qwXBUVm2SNVGBmp0UZBddnC5BCsSF8lksZS5H7KC7t2JBzQDIJoY+nFM3\nWogljvKx4Z58Bv1DK08uOmWLWhIBDQBVYZPJ0E+OHahPLOP635QCd10M4NObjwEAfH5ltEKDTYxs\nFxcYDF9RM8O0PYX73biOJ+OS93zzTOD4lbH3X3gA0LZ+6pdHs2kDvTEaYDVrEySUltGSc0ij3rSN\nQRBDiEI8A8dLrG1/hc4dW+Sz7U+zzSPOM2zXiNsafuO899DElGRuUVqysX7froC1Mx3jwKxeec7X\n93xSPPwXA9A9B/j8b8ATMajbq3ELOgZcfUfzzTP3nPql/wykAQIPALAwgGtOLnq49FgvizOiXH9C\n5oQBhT1ogifigwLCWdigIGja4AnMFHzpSRAYGRAq2Hbdl8VvLpW1knzYez09J/B4satJXjtoJOEs\nbBvgSp7jGqJNzP7z8NIbuit164daz3nQFgx1m6o+DiwsVx/45mOuuuHL3cLvbveP4KctuSovbHRa\nFCCJBXEJl/LMcilZOgrPPhyjYjxFbaXGLzmcZmP1x+UCEDFha9GzH1160SDq+YqnsPBapLQOxZ6M\nsgM0mAzW3GyMO4/+ereRaz/kNp3cYl7n5BPTauABnPF+7DkTk30XdAv/6A2HpsuLJ+zWvZ4hAFCy\nlO47oDhvUlAMh8rA42nyksUDGqZHaBHOHU72PwjGMBBjL8tU8gFXPC+JUSKNMQjkKWxA0jPwi/Jh\nESQymdOaCPAVqoUjlwF/3dO58175WjlhNhX1ZNGHTeMnAC45uQg890hP4Uc+8k/e2Uwroja1X3LY\n4S2dYBZjVmKnCbTUCJLGfzIli5DcKiXjIAv7FxtZdnS/tm+caSsxYA4eIN14n76QdQ3nvhKitpEs\nhg5Yd2lG1NTRzobToZu88M9f1tv4Q4/vqlqvaCSQq4teb9bVBoDNA1f9/VOfvNZb+uXvdCOvNLkc\nptAQso0TAfhaXaSoH9mKCd1PJ5/0KVoADAfPAWhtsh1FFknzhcZiZvvk5GSB5vEUgSgYAY200xGR\nIwK5iiQMSGJA1S/hHPuNfVffnLX2O18AAHwTnyDIAY6pNM0M5sZXCwRgsT1yCLijdzCnj6ghMJzL\nOHsxvly7MWOfsgxtmMJe5cL0wWb/EP4Y1Ws7PJkTptB3GVTPPEeYSZXA7UUjKU+62AxOI++iK7PQ\nVgjAuN210Vxx5t60pk/tkrtzJuffWAEqVabNMKOq3HQNwIjXFwC6q6MwA8CBk/VMiWbabor0VnO8\ndC/NkBPxNICSwrCC38iGmGgMkZYqqVdjBkcJAQCcHlNWaY+MVqYTbxOWdt+giSCqnNOBOIQQfhmc\nyuFUrKf3BCJH3rWDky/4H6/E1+NNCQ97mHyej5uqFlSTnWRNdjQx82w08+NPPvw3f2hS3wL4d15c\nXqQAAD/3tIvqhpkJro19J4CUEBmXYqGNGtVFSfijefScGThMzwBgJ28Rg2u76T5MkyySE6pdwiBK\nUTGwIqsgxd1EbOsjU0ihqj9lpRIRT35O25mvByfOxTl9ZTecI4mkMh+wGsgIC/VCez1edfgoPfaj\n+InDyO8cwT0AcPbyNKjGiOVVNlVfYgBc9dB2/QmxGJLpFY5LIKcVdaIfyMRp/R3tcsLFw7SIqN8l\nODzns3gflOH4nJFt7wr7b3P2LtI/0cB5Pz602mkfAPCZjV0zB0/sLA480odmZc/odmB8Yu2SVYym\nZdE7lx4MYNcGyI6/AdKRUtxFbjuJs1EGzI8SZ3zEGiFDZDdAwxAlGWG6MY6B7LyjwPM1K4fNKqQt\npApGSYZCPTrbpKOJnBqcx++LlSplUKFDzMTetfve/8z44h/rx4Xvf7GbCEzsvNO9BmRdHTLzeAU4\nuX/hxBDnTD//QNytxzD845MBSCXPeGdLzhNHppjJ7ztIPeBJdjYToGcoQJbJJfvEbRtiWk0ePZDp\nrNolc8/tMIWgFkOJtDpOf4ZmLcBEH7BnsJ9V9ezgxnfHip8c1wC3H9hMpkONtzKm9Wa3pwbYg4d5\nALvfD5yHb0oNscyzVC6K5FoN/qIRW8eS8YiEk9g29W8ggzY6701h9ratO9zsRqmOHxcsW1DmlDaT\nEURWS5vGSQRRS7dLWeXpcmoXktUzN2qgrVGaQ77KsuHAjdjtuhpf613pzWnFIIYnDySCLxjNbNhi\ndC8eccfdft8n8ENvB4Dj3RpUCkn67TVgIwKk9qsAkjBZZrkHZzCsGrSklrnlTDZPIM8qCItAylLC\nb7K1KhpP+lBW3JMSyCkxQZ7aILOxMcCTU3vwwzjRV+lX3IqD9+yhhhyJ32Jm5qVq5snfhq+3twwf\nsBtPOQ7cddfDOlW8ONMwdJ6tf9ozk6rll/c+H7Wsk/UgzIlgpg/xq559aTFLV4+oezhtPpuSPSXa\nkXHPmXVkNL7LQ5KKgniZVqz702lXs3lgEx/tieoFblzyM0BO+NPjEEJDE/jab556DKq1az87AkbA\n+MJuFd/9znRALJoyi0gJQG1GW1DhYBDQ6TFlWDedZzaDctzJCRoiedltzLaygbwYw6P4rgT/3s4l\nRkYRFKIDvW3bVt5HMmBxeXJWBlWQvSFuMl1YuAO/NOq2cA9ucJteQqg9s1xk0BrKD0EDv/gunLO7\n2awIuPr1uPBrAD5d1FLNKudr1FCvEAHM5KpWUiPeFtufKhoux4hLr4wkUORAkmxXki6A3qTmqsqR\nntYCjpSaJBbVZLwkyCABkrmwYC+3XJD0fS5n9+UnSuh7MxvVV+I5Zyfv/5fETbSoZ4NhVzoRuX4G\nnjS8AjzWb2yOgIMfAm69Bx/8gyL3Pm5q52liA+FQw87csdulnAJwQezzFHdvsugJmbXUcIeyiz8t\nQ98uudiJDv2JJI1SF6olJaJm5XLDXTcv40fi+/f9xS+fDgDfnhzys4Wp4rIJvUH5aStuK9r83IMu\nGK3i0GD/eARcejauGBfN7RpMaDArz6XYiQlnp4mLH/PLUoRQSoUX4sIDYwWCHz6qmdnz0KoyzPCe\nzeZhsaiaL9RPhq5ERFgGX/6BtKdP/6sHSYHb3jFraWrSSS52A1VF5BzuADam+/ZN/cHZG3EBcHay\nm/YbbwVwy9K+WePqOkyXHeRSSHtxpu4bcnDCDDhMZkee0d7rK4jJxvWw8C53QeQRczxugVplfqlA\nOHvJl4KCI0dEq9j0h3t2h9z9zhtmoFngUIIPiIohU+1QrwP17PZm7d2zg3/5b4sqzvoBACdmA575\n4QwASMPqt5rmQn5I56GXHMsj2uJBLO/C2ZwgJlD3vuCOphteZuaGvlnl/L0ppv38w6wFJJx58wlP\ne/szHlVkumdl/daN1f1N3Qw0dD10giED8UwETyvAVe9+z8YGre66dOOtP4BOeuV7Tw7cSpWSVbU6\nbJF6/CfbEKgAHFshUnBvMqB77NMHAM0xV3jVqrZsPnkbjMayej2jFaXU4Hk6XXp2uRkcZz9kz53D\n3c3UzeoGYWFhggsDBMfeMR8Fpm48Gs/qQ5uvrV7znMeUVT3rGe94j2/buCuVyp3k5XDuCz9ASSW3\nRDSzEkaqlZRSUOMeapRlyR4aeprU0YuuPfXJ9DuT0i4Z/cpTHxTd9N966f8BPgd84NT68mzq0yWF\nmckYAFdVRXD+BPAu186Wbr39mpse+qD9v3RX3tjdwOnfP1wfD6Zlb7aS9r6TFPF0/io6G47ToRhk\nJBAPeKAM2sxCQaIlMhw+awtHXq5jJwd4kGuF4nBrc6fo1IxnqMm15DwDjgcbL/jM+58bmjvj52//\n4MA/6CvVdPdh0OagbRc2nZvVhM3aeaIpqqryEwy5JT8dV/6DT2qw5/ZbJku3XHLP2S9bfKc5dz61\neD6A8wBg8fDSJsaT2WC2vE5V66tq5ut0v3YKvvZdRxUd+wUo5nYge0bp+4y2S70RYlMxspNUiQkB\nuwUDtwo7Sy7KjKvgvQexd75FIgWF/oymA5oxLSxVLQ9HFSazvXfecfJzdwMAPv81PHR04tB7cX6z\nRJ7hHI8nvnbONbQwIAdeGNJ0fToY8eaorfYfHw1v/NZj9478ZB8tDV8LtMu//jfSzvTwF6zJn6rc\ncNT6MVWrVDU1NbNq6NN+7Vge6sl4X/QN22gDcbd1ObDJgBx+559B2VPTQXoYHgDMvFishww4YnZM\nFbc0aPJa4BhuUG1iVi0QT3l517E/2/+SR2vg3a4zgYX1XfuAdu+pxg1H1czvXWsW61k1W+Sm4sb5\nynk39LO9PNrka9ZbWmlWho+9ff3KpX3XX/avLxuYa+fRcWjnLRKcH6Hds+GIF1ZbRt0MbHzGE7eb\nweSEwe80ucy7kKTsN21hK2LpgupM4CIKg+Q+lP+PtrePk6Sq7sa/e/Zy91IURVEURdM0TTsMwzAM\nw7Au67qs67quK0EliASVKBrjW6LRaIzGl8SXqDHRJMYYY4wxPj6ISAhBRFxxXZd1WZfNOo7jOA5j\nMzRN27RNURRFUVwul8Pvj+6enX1T88Tf/Xxgu6erbtU9595z73n7HhhmAhm2EKxzqQ4dXaq0pHqb\nS5kRHrHeueWN1Tb6gXergPu6mV2Ne52F/fushJMidWpdKzpOtygUNDMpxULYhTxUU2unnIW9eZxW\nco+djo1x5qFv/W+TTwf8W4zr57Gs59a1kYpsl5ylK45MliM0OohXvy43lh90VqzGAQIuPwMsxzU6\nVDZi2ffBuh0IJIGDZ48lQbDMsqclW2kh2ZDs98MDjrGb+p3onaG7kOVF1oa99PnLesFD9cqpAB5q\nprMNFahqKHhxxzRK1YYlf2giTPa2cpshDNyNgb/7NteltgmqESZqXjzrvuhbJNba5aBVP+0ZVu+d\nSVz/uff55iT80zWOGy9zNOIIq34ZhQ8qQ4bD29GYQUcQ2Ssml4h/ZCbI/vUH4m967SBQpmV28KVS\nz/1WCEFswapvl3ALLRypC6f/JoMnS7bBnne+9SivPmgPLyckflZ3V++15dFjADy2v4UUgbvpOAAP\nmXTBXdCv6fun702yte3KqsO7W97uu1xERpuDxjWYKYNrjsCEgUF08NOhdDpUnB3KBAYO4OPZ3pZw\nJJMzL3/oERotv3JZkWkAgBIACxKZEAS2yIg0O9Y4/esP7B0+WQfAD+cbRS1tXPmspxbO7qOaHmjF\njYgzUc0qW4p36nDOHb3eCOGNDCVTdtE6hQzoho3D8c7OPL3wQyMfemNQrY4stm3a/WecCfSQVf/r\nxQe6+89Zx6f9+t8B4GP5CGvrLhHv15UrR9kTDpUYv6wtQ8w5WLgdrGccXeHjZTsCo1/0bvmKYraW\nJEIlyTIjj2RaODJMDx2LMEm1DNx9S5rkSnf3rT7ubADHAPjhBUtXnTpzcdLJzYKdL/1fvEBf3m64\n1MrqpXa9kru6I3Lsc/f9844Nf3fayxdkaXYGndpMXFbTvbuPA4BlPICYGZbKeACAriM6ZPUB3Aj+\nNTnxv9uUgYFfHctl/sHiaQAXfxBc2vJXWPq3h1HPPaPggQeQEIDNO5Rp0lFnfL/fHSocV0IAgsj0\n3Yy5cuOuB+TtWuXWTKvoLf826KLHg8dX3d+ZWBi3hisFNpRu+3184/1T1fU0e+3nzLrfOrdadXaM\nbexu+0N3Py7unIavvPXKhk1JDft2pO0/cPJdQTy6YvmLP7h4IX57atJOBr1FnlrjZr26b4PGOBD0\ndbRJSAPJ1Yu0W0o1kEu67PLd5Qj7DH6N1fI/tq8vF6YApIm7WZaaLTd+YfvW6fWPXdH449073uEE\ngsCmyLKBLAtkD5eunaa27PmBedkh/a7CqVM3z9Rae+RwU1t95dPPeR23bp3aE++A2gq9kNeT1t49\n8fRN4ZNfuuZ38Z+7PxnDZKWTvHwawfU4u737S3cM+noQ93+ndSHws+5sUbTEwwAQBtAHh0UuJ9+v\nHP+h28f/pP2GmbB04dLLWOWHAXIOzv2tp0/WBconvu3pp1yS5kJKpRzHAXpm8CLNvJILzBlPayol\nrfi/fwp851s/HnT0OHD1iyeuEZc1Ihnx+NCGSn26CClLr1vornzIyFtvU82ZfLz7xXTltNc6+/O1\nFLlXcVCxCSoOcP7rXhUAeOjh25/6aYpTb2kCD7bH3JreVu3t9nlOjjF0yICZl+G4/v/U/sedH2pb\nOWArOvIkyIXiPJWjHwHwrr/Zvap98rEnHzPRLBWF1suyJ1m4juNFQMVxdTerjo2uaflA+fn9PJsf\nf8cCx+Ac2vz7eRLVybAXSeuVOJI2vAwnDl/69vI37xod2j15hoec/cBx2kq0wkmUCtvqP6X2EO4/\n8YRnrzjnTNx5VQEs7EWyUzn5zwHAM07oi2V6Qt++8ivotMyUfxCnjjZ5j2Sb+o2thMHL9p3SS2YJ\nQTrnypbX43XPfteLtLdmV6Rm/3D9JdPcE6FLW0xORaulgbXBYts254cXz5ps4eGlMInq4nHAN3Bf\naR/e8/t1ZZ91bmcevtJJkcns2YDZ+nL8Nypqzfb/rCI0TDVD7MIjVG0ko8Uf4qEH/mTviYOYyG+k\nF5YAkbLj7M56x9JApo2OdQ+hza89SXthz/9v4uhXYuD9T45aR7pIWOFKkU1XF6b3lRwTdTz/lPdd\nYisBszHGoj/1SLmGi/ZZ6IatvBLeVO2U6y/DCV996WPH4h/eCkytBh760s3Vlt14y2LSvhJP6MAu\n+p4WyksAJG936BW1oe2X8iUteLEqwRtiBDyCTndkMbPvqY7u8dYCP99Pu15xPl7wj/6uZ2Ox1bYy\notlNePCkHzZFRVukBw1n2Ur9VUPmw3bD3sZ89FPlgft/fRvVr1gRR7P9mcKYeP6mD0w0RK0c0q4M\nrePGOzZutLq5lV4wkLmmSNksPvXUF+dyG15ezoMrUgDemz4JbMDt7967A0h13M3HZmmqUgWOyYqg\nVDJZ08YMPGnNbvnqcFck9hx7FnIeTiiNyeQ7j0Mq3LRDw/N7VBEDcnQxOR8AfyYGSk6BogWe/Zf3\n3XPBFVyYXHmH7gkDV+evos//ZmP+1WiQ/8N2MFYl4DGT55fz9gs3f3aumGyrXI4tjnZGDADLxg4c\n9VII5a9dgVJb6KmLuahe3bn5XOzy9T9Vb51O08QCzTGzwDuiuY23Cg1Y6RiIwHXmw4dOvMn31soG\nD1f2Vj74fpSD9mgyBGUm9gN7u4t5qYFyajq3/gFe42Rrnjektu5x9wE3zwbIC7v75mqUYuMbZVgs\nQ7EZKK+/4oj6m2j9AhqHZpzjMAm3rDzj0TvCIBB2WeVB6xjDKZxNL7meKvFYbMvGb1NHyF4pSml7\nCECFiyQ+FxhuDmdqWzWg2riLJ1sjoW6unViwUt/+7HB0YVSKZqk7iQX8XDhG5E6g5lYnu357RyCa\nk4n2dsst00DHTZqcFW4qa3/9LueSmcpwvZQMV6YT3D9ehVvl8vYN0dgTx1wx2WQ74t32nnIBnLQ5\nzeCkB+qq9f4/CK2TB/wGB5HqEHPFUlgXL1MhjiimlxxShBWThzJhyTR92DbzS5lwqLK31KxjLKeQ\niCUZE2rtG+sbW6Le0UPYXjyUdoRJfji46dHl8UY908UPfPcUPL7qzmLYbh9qFJh2MocRhQltmPNr\n7s5WYLzKgll/w2TcCTvGcQwatSLacuvFXt6Nx9ZmIe2I+EIAT7WPEJKHJ1+WOIkXu8tMOQDDohcL\nIZfZiH6ZzOED/w0MOIckOB78kQ5y+RxCzMEpZ+mO/6Hbb3B9j3PEQUeT85ohrlR85YYBCzCjjx5J\nIHLYtSEevgd4AsBUr5M7AQDH/AcArPamb/9G44HJqD4z33J869huITyP0NmZTdQmyc7ko2vXRote\n0ix1OPClJqVN2Eh27du33x8ydMuHtjkXArj7ptMA4O6vAwD+oxex/f07Z7PCcRyP+nWSl6ISwTiQ\npLbMQ3bUPbLnifi1T5XMRxZ1PYHyq27/dVuPb3ltPbJwfdBh5fmO7JcO66cVECDItAScL34F2wDU\nfwL83//E/Jfvuvf7T2D7G36I+1bIbZ++4Zb3rarecFOx7ba1a/NEpZmnG4tmp3P+zKem4mxsUnQX\nFjuXhZp0p/BNqoq4Uvamd81nZTW3e9ve2AHwp68VuPsX3/vbt9TwR/cCn1wFfP+x228w01ZoaLPM\nZtab0Lz0ngRgkO/4K6izbK4egjV+JOYcaWP+H52aflWj3qbGqWyF6hObYwurc6OcpV/7zryMSYzh\nmHW3qc5TKyA//7GFWzZAXN9W0+lvFchx4/osL0mO7xMdGm90ijT33KZGkQh3tHtPazErO6Ppnrms\nFPtZVlKddNTvUJC1YxUoqZPp+cQZxfZ4LemowIeH43YnxMLnPvJ9xpNxccP0+Mh1rHLBcrlZfoka\nBw/oiM6eZeKYj0S+I5i0+9cfiQkH9oTfUOu9kyoccrsLJG2qCxv2fDzLZGVA0nWA/eVG42PFB4Zv\n+hhHBShCHDZghvbvmFWhL+Ou2KngLRTubBtUEKVtGyac7pj2A3Sbs7usk8iCTKPs2IXEMZIWYcjq\neD/PV6lZmrz5E+ORnn5p141qtl1anfyJDu7/dFrrtNZinkUuhTDLDG+8zA6zLOf1IPvqYcQ9hEXU\nr0NxqCtg+X2HMeEg5eN/sR6W9pbBAZpL9WwyqS3GJvStyTwS1K8DDAIhcdise7ipGkp34p2u8hZK\ni5jBXDmd+UnY6TqSbCzzor1gKZzjqsmRGQhiNjaLxFQpKnJrlTasjJsXaVpOs5IpDNvUZScoIGSC\nfNEJg7rW/6L8xcRpt7tVY0Qnbxk3WPCsQ9L2UEd679SjpiBgUHEXy46qy2fyoQM/UDjqcGX3SJP7\nqHtC/9NvQCz1X17NVXy92LhqtWSCUD28/QOlL12VppMn1ANVHzayeR3mFpPyN3VEbU/tT1TN4yxL\ntRPUHI8zx9cahQyFqg37Vox0FycDIV1phCLXhiYJmZzVldQIlsjZapNYAYxiZ13ujryFXVGuAn3L\nlBsvRvn17RDsFNssa4eU06vB3IuNPbAQ+CAR88uIckiI7rK/H32j7nPrAEr8sjSnvlWudyY68Dq/\n5JQ0CBURvWR9EImcrONmuatUTWjx2c5ERbHjMGC1NcxkSZA12gKOPw3XFMOLXlGEcujyojVHLVnr\nhpuNbidKe56lRiKsNq40Tux4KfxsYVFQFkWNPOtQBFMXKEwB4QhI0mQck4e5ypQ1HtNcvNpWbL19\n5Weytg45jBPrzsm/YjexrYSiHJb66Wp9ei0LfukLaRLLdSDgQDWqQaJCnzJL9GZAiANk42V8ICIi\nKZcBjC+LIjrIBLEE2XlIO0L8EQ/KF/XNqgCDpUKupdJBGXn6+t//1F/sFqHDqqxc35HLVhq3hP++\nr3Ra+a1xc+5N7+3O3hyZNUXR2Tvvnq6dGTSEzhMuo5ML02GaRaLDTsO3JbJxtyuisJo1jVmf5eF+\njM3DS2YLD5aMYGFIhWwWEYxOYmaT2xQn7I7CenLlJQKEIWyYC3JuJNb1pBV6sCkuJ8cRJ9xh7ajX\n/spz/YqJJWL3/+1vBkuaYB9y5qgb0eBJ/UU1EIdL90ltJCWZm5djONVpigqQVoqUIzQLqXtJLgRh\nRFxbs3jJpe3yMfjX6SjYMMKfSF9dy864d8f2Szt+ESe2HbCqdsSi1VJV6vC1WizDapSaEnCSGneE\n9VRXRfuHKBMOybZLxrVS+FZoZZOti76a9fEKv9ltzax5bfJnbR9fEpZW4l0L2kprg65zCFBL75Q6\nwJBZpkX3qbVc1h+JC4P9/HAl7QD9DmMCHxIwQX1iHsq9IzCFlv86KD5thGDiNBOulGa+2nWi2HhS\nWCWEYAiyfSbktY5wsT6NN28+5dG5vW+c2TtZm7puixtQfiPWzgwXOmv6ntt03FbNKeYyUaOgk3i+\nTKzoYLWW7UpXJdX2JduMGZJRixe0CLyO24zGhF8npz7ctXnJFDU1ujuPgjXRp+3kYvWtd16Tvad8\n/MdnVM55JhHEqj9zBwdE2z+xih40JtlDmHAQPY4w5fmQfw9lApYzYXlbHjtEB45rR2zLOxtwiwHI\nJdAmoYw2bJ04rZaGVD1MOoVxVckYAAN8UZCTeJRFI7s3Vw5k59wRng3gT9N3yjy5Nqm0vJowqaqN\nZ3Zmau2IEkW2sCGoq9H63tebesffNzlMqhlf+/WfLlT25QujFcvdhXhtLS1N1YtwC83VjbcuGZ59\n5/RYfiqAb8YvG8RyvMu2iDqOkYXqYxEMmLAkS34NJhxRFvWFxC9jgjj0w+EcPYIB6QgPpP4r8SFH\nKjdnYwwJyqrkZNesbbcNa3JcYwwRHTjyCaMMh23ng3hwfiinM39cWyjXL7ojT8XH//Ks79oNw+/J\nR2jR2ToVR4vX18qqPbl737pLu+WZXbbu587pby5f2p275Es7N484/7JxR1EdmUnElJpkoXfV146N\ns7ejyIZ0e53dftnNner09ZvPQ/yyfTvfi28/D99+3l/jrfvKktjIwdmUDyXFEr7B4eM+Ej0Oot+v\nsMEeaj7H4JC11MVh0b+/rLcDvQ7UdSEEkyvSLvJyo7WpWZXecFWZVju1bM0S8g7aAeUE+wlAJ6fO\nNrHj09GpnW/LxcWJryo8x7u1KdJm1ys1KiydsQ2RFMW616qMrtPrrjJF+sV/unRzevncrqvXeVLN\nTF1mR0aGvMpYVB02hRwvR+m+PU0xOZIUi43A+51ZuXbUBS4/Zm4LEACb//pr+BuZC8uCDhnJr90O\nptpB7VduzEdm7XIV7pBM/qN1NPitJ7wOvI4hIRyPW6FMpvxgT8kmcdLuImDle+IAiCJKtis95OqJ\nn532oqdq0ZNvfHf7sWERrFm9Z4PFvZ3OB+Kh4bENm4oQ9XklsvF8dmrdFaZZunXsOSpTCf3B7xp/\n9NbPv+3lTRXV5Xv0TDwXj3sxB0nithca2ezagBNd+9ywcz1qZmZy5gdPOQ+/7hmPPJbhwZXvuhir\n1jkuSWEGNFk+OX89R///u8XtsBk/UPMOTH0SfegZIhJLOW1HUD56pumlPNjeK2kg1nF4649/ct2r\n7/rxpUlWBFypWONJa0iKpU0/lRrUdWI6C1hhxfQqPGN6rllc+PxXaX37GZW2X+5ObI0bWzvslsJ8\nS6N9lWqfOZZh4/Qjb3PN8Ibv4nXO1DuGH8TLYxp2lCjT5AYKinoyNk5WVngtdUiy7uwYufRrWfyc\nUy7J3nNVDhx/7MztJ+GeVYBfgBzr9qX7UutlHw8m4KC8S3/kbJbn6i1NxIPoSb0U5oEuMbikf6Jn\na5fNxN9U6z9i6byqkqiamjc/F3hmGfg/T63480svvPcz17uuEJaZlxadJ6u6WLN6xzPx5Epc+NK3\n32XPXf2h8nkAzpyvPbvb9STmrLS24cbYsCtbk9bdG2ZX2zHc9PmhoYXZ7ro3vNa5Yid/xg25uWlv\nkQqKFxaTgCS5VsmG7xjuGLpkzSc2nL230T4PxzwnlacBwMIfAk+77/SvrO+0o/pBOSKHOgl/yXj/\nd+03zoS+QFryJrHSBQW3Vj88v75YfI2gK+acZP8Ovam1zNdBTMhVq2prL/2T28Nzbx86/eLm0Mm4\nedMaAN/wVl/8H7eJLPXjpKNK1cWuJn9x8co4Xr0vG37O/Vumb0TlLbfMDO+vb1x7c3XHGm9sm/Jt\nu9zt+t3E17mXg7s1DcrTfOQFn9uxv7Rlv/8MYGjzk7Pn48E1xwC4dv3L8exXakTZoHjewGA30A8O\nwKodPtpfRY1f1X5jJuuDnzrwiDAKz7fkbV8zMzHyF3eU4r/x9n/m0k/FUWKtZQgpMTh02MiP3ohx\n6f3EnP7Elb/ziZ9/d83l53/9y29aN+adOl32J5zokovLYW2Nt5m/qC4f8V5enZu43MVCPv3aSTrl\n91N5+WXxqW9oV9Zb+xFRL20dIcPO+ITipJWV12a6QLhZXYfX7N7/Ir9ivvW1x8bsSu8/33TS1cBD\nWPMsAOU8TLpLRKGl4Ryg4y/ZYn+tgwuObEP6zTPhQGMA7KV5xWk7qwtT3HBfrifXVlFbXc4WaaBk\n94EdHFMt1IrHX/hM9clNKI4D/mz6afvxopY+6aTpb0Iv1PPMWJPv1bpaE6rl3oJSfe/p6m+nF7xn\nva3zjcc3zZtnLdzx0x2q5NZhuvFIs5XPdnl2IXPKWq5pK+tgcusMXleOv2XCiXbj2GPmIBodrPwy\nTkQJAEaNY4eXjpwHqcBL/zuMyIcS/9dlxvK2YrL/4ejLrEcpe4iv5wjco6V3XTLCAzKVjjFSaa07\nOQkhs/V2etT1dQ/wiQUBlkGFn1028qIDqIN3nf3I8Y8diwdPuvvMby50OmHboUoZeu4D12i1BR8o\nV6V/+TVXmc90otefhj9xsg8f//2xjzU3ve7jQqaLV4fXbpqeWjPUsY12OD4xn018SUS1xVK457UX\nfOMG7x03XXkKgMd7GQs/Oh/Ao8fdewa+eU3mZVjCL+q93/KE1r4tdWmv4IN9+L+OoemggOP+TPz/\nYU/oGfwGeQpJqFITyG7qmI3/BTx63PP2TIzauWrEWAovICZwlK8bvz/zTgXws+5FOBvH/9zo9nPR\njbBI/rAXJ3P+Jc3ZPbZ7cSmTmRa7t0zs0TFl4Z2LKrI7X1RMpzSPKz7pz1Y6tTX7PdmoFtNUrsdW\nLsY5ByT2l8wNtlOzN++f7J738NwcKs/HdzbXtSy3r1Od95wxLOQyii83OSxz5/wP269zx298JfT9\nUUvXe4kN0EoKG8TBx4bkjV5xaxFVdMdny5L65XcZUJA2pFZziLw1V28srcmTsfZCMFzvXLWvvT5v\nlTkN5uy6PMtlPrl9vdinR2VUt411bbfU0Cp1dV6aKzmpVE67QkIP1dm6gdJtKoumwmiYdlsl9nUX\nk9vK3VG/Me+unZ147z/waz553Y3nfEUUC3vX0trs5lT2MKMwWAzUN9/ZJUr8z1bCL/s+WAlLTDiU\nsgMDh0UPG+5IZopBR8CBhUqHMUtqIS729/w73va5WrXbLlCVXsuLLECCSaZBGnR8yoaGN3F86Yo7\nLgKAR9VKAPhJOzr/q832/NpCxc5lG5qfWth0md37+S2rX3TnTdnFW+evzQq1f8igtWlxFJnSSmbR\nrJs7ceCaorqwZevcjXJ0Q7pL++sxPVUutyhYEK60xn312d+fPwQB+v4vvQt/UKSsMjd2NTETCeYe\n0jcv96j1DXvLHD3LbE2D74fTq8eifulRFst49kuZQABsLzDmSMFhB/U/KOJ2OBOURV4z6ctKX5gJ\nvZkH8V+fKIRrjXJhAWldneuAtar9M/Dejwxu+8UpAPDoBz6OOz87lLfzwv+LuWzrtnjN5M2///g7\nK42rn/FP8jYT2ObWq9B9xn/8Dh4SU8/G1yZon1feX+lqb1fuNJPqWhe48Uo9O3bDhg1TG5MPX/qK\nj3k85w1FQy+6+7r34sfjy/JGHjYn4//cMFZPHD+1wBLA92+ICX2SD+i0vDbaAbwjHLnRL/95yQfS\nh/U7TEoJtkRmvkMfkijZTvBeMvtr67qzNclCWMFuGq/uONnY3k8D+AgA3OOc8q3nn4I7xk78ufvx\nb8TB2CJvram5ba9pz73uW66gB09y3zyzzeHpjePPue90APp7+5p/ctVE5dn3LOxN9XBl28XkjVUa\n5qr9zY7FiNgswq1TNKwvwr41hkd/D/+6/ZKL3vDJ9/4XXoyPvBf/dtWxuP9U4AQAr0p3FiTasIG1\ny9Huf/3N4HAD6FEI2L+Q0U+hXfrbwSuBAJA9ol/tIKfEQSthwJVl/ggSOk8dr0hrTsfa5uSerS0q\nRUVOUsCwm8m8pO3a9w9y0x46EXjiGPyg1uo+D/fcSmqqsiV9Lr5eqiTn4mvyt/7oH7+WtczG4dMB\n/OLGOfMvX85nS6VmpDbeTIm76E3suqRrvR2ovjpJp8zqePe4DNbuWwxabz/hjpGu9zfuO056vnPd\nqtvdHobMUysOpIR+f3LndpNwt9TVbu+MasUBWg3Ge8SVIJb+fjDF+cB9PfnTF99L3/HLVgINKHyA\nI/8vzRLYSsf12uR2IokoKGZzo4oBxqfl0qJn3G6E92/8cqM8dOPsd776mXdu+e01a26df+1fzYyN\n7WBU933xhtNf9Kr4Uv10vmFx4k1O8G4A/16X61ePVNt3ddYu+E0nX9xI8zpS3QQt+HpkCNt3V/Tl\nw1OXb++a2zZWsXZHNJIDlWL36PrsFVumu9XK/MdOer96d/GJ6uu+5TuLTmVnfZdXaJNFUpkemin6\ncOu/cpxHkEBHuGQZ2PaytmLNgFiH/bT8JHDQzD/8omUb86ErAZKspsxVXXKyInxt47qJ217/4U9/\noaRIwAqotJRVmhUkNQy/7MRe3Ol9py/1/h/XjOd2LL95/cfx5fdFn3rGf3yqtHXrGU9+sSv+eHrB\nuG1lt43PbuiKYWV4fMFtlSlxdxv2G1hXSrsj9fVT0+tKL79zm+4Eo/MbXnwnTdyyKNLZiZZ+y4U4\nQvtWY5q5TbbS7Pub+lE5vIwOv3RPOFQcLd3Xn/YHPJXL9oT/tQGKB+JoqXLIIT+DWBjWJYMw50rq\nLk7E853AQkhLRLosdMOH2foGAL2UWRzgASLpZ26SBju+9tu/+/liz3Vb3jyyGJ/RxuXT03PlaxdH\na/mfXbR0cR9D+OUA8NVkZ9tD0VA1zN1/fTlcIxI3/0lY/cSm/a3JsFFpXndEJjz/8b9bTH1Ku33S\nH3II/d+Q6Uh/4MM8B4e2ngmlfyg+2qvwgbPXkVckW0CRKBoO80Tj9a7vhbfeXPVDMAshrF9kI13F\nq99w5O4bflpZnbayhX2/jdUF//EZeNsLG+lzQ7pOrZ/58LLo6ida9efhDm+plNRLAeC72xemJobn\n9GKlizFVueXGDxyzpq3Xl0eKW/zSkR+46u233KihrLBLBrDfmGnngH5x8HFnxbgy0lo3V+BeUYju\n5CyFyHsHfMjCy5WVqQMQsTU8yKxbgh/oQYAxWSGtJmWIpWBrBuEsgsFCZqmRQcpaKXBa1LRyiWQv\nui2My7OTlz33KO/9yCdid+gN+NHVzvrLxm8Nt+yo7NyQX/ea/aH/7P4Vj3ca9Yq2IelW5k6p14ov\nXvoM/P2aZw16+PnuW8vpJWKK3NFidK+E03nDvyeXtz87/i7goc7h2MHAv+yLmYPCGBbEPU94z+LL\nJEW3tDiSOomkAp61Ti6ILQEsLANWKcMHSofgYOm9XAFf9p2xYpItOSb1AYLt1ejMS7mODFAIK9go\nLbRnQGSZSYhDsS0GvnoQSBBbI0CwAgNPAREziTxbXavtoNeb/de8eusto85nmmUIZrLsx0PC8T4I\nAPjBAcy7X9joGAD4h9id3f+O38dLoq21C/DSr97hnv9iWrumx7P7F+ue8YY6Zn3nzKf6J/7bcdvY\npr17N/8W3jv2u33r0E+vze0Lu5unF/8Id31Gly9rLQ5hV/vS3zkK4/G8NXO9ij2iVyuY++LfAiIv\nx2CyUTo0XSrSYZMx97CELARboXS/j6My4cDG3D+QMgSnvksyIyZiYqYi6PikrSmMq/2CCpWRU2hh\nyQDEVh+KADYAlYRgS8oWTGJQ3gpLVnljRTwWlrIGvfvd729OyCzzGAxBxEUpK8T1eOhEAEs8eGRm\nda/y7zen2X0NX+PaNapa3H/q+Pcnr/pY9R8A4IkbphsOdXXTzasxhUnZDI1XVp+GZ+PZgBvuG02d\nEtrJ0x85HjjnL/Htm9t5d8M/uey+MfkSldV1ENt/5xDgjKU2rotaA8Swxqg+RS0JFoat3ymhFdFM\ncFuYOKPN3O9VYOhBvRK4V9mcl017LFEdwCANaKkRgBWXNI2bBAJWCDYMUjJxjBCWdVT4bQei64Qp\nSwPD5Iol8JID/TB6heHIGpIwJInYwMrBEUAAbIyx0uWu0ddsijyVVCiQEL1wgLDwxt+wvGgL8KNu\nv/Dvgx/LJ1vVudx9y9OeuOzNlfPw3Oh95wJ44vr9s63hIhl77dyo99mmNFaYxchrC8d59bqehPl+\nc9/kZLP7e3jg5Lt7AC/f+9Aafelz/v5t+Go9LsZVZ+rio+xDwOva1S4sM2vTQ6NhtrJXMl6q/W6Z\nZl+9v1rZHsW+TBiCLQQsCbakMhIEcL9K1eGWIDGwWR74ziv8arsCRbFHwrIFlCajPRZCe0Z1XBeF\nYCtF7hljBUlaWm6DnvtMgAXYSoesIWJeYgIRyGrDTux6cxOYj6CSUFJeYsFMFmEeNb9xNGLccYOt\nVGb3rL3kObjnhpd1HOdpAPDtv7Pti/cGI0OtiZcDwLNetubvPv+F64OhxcJL27YUDr/2HAD43m22\n+gf4rxcDd5rgXABf/9Cmj/+f0W2TWb0oX3XK3W/89tGe+52b270St5Z75bN7EodJUHO0vmk2rX4N\n//DWP/2sCHzXQEKzYMvELJx+HOWRUHGOyARiML3xfZNS5YlrTWEghGB2VU13TBBY07FZnArTtrYw\nCTsOiuyw8igDLxFblkoKRbDasJA4EERLxBZt5ZBna3rsilJYbsaiMIWFJRRCrAeA937vCMTYoyfW\nxpXbL64BT/vTd37g3KcB//7Wi95yyWurnTu+3ux42wDgxy1Oy8cP62ZctIxbK8nmtstf9P47gGf9\n5V913n83/gUoP6v9nSeAF/33xrdeui8cXnzHx9s34Ez7n0djwnPHPEeSwDI46Z7eSqKbb32Nyue/\n8bUb37r6kb0VR/QghLgoijzPiwK9gy0fQEQ+QCciouVQ/wBg2fKKy8ZvE8y5byyEkODYBmm0ULE6\nzCVNZGlHaDm+0K1mEL1QwP7NS6ejwcZsoQQbYxwhrJX9wk/EwpI0RQFWGWpzJeRVUXAyzJkkKUmw\nFPqaQ2qHL7XH3lNs2vPa1guefPs/PHbtaHAOvveZjsFYqxJO6dtxtrP6lhueBfzezsnZoNRIKx4B\n+ydZdSMqNLUu/XsAP/tiOPFcfPt5uKfl588E8LOrPoYv/kWnu8eM7nH+tWckObz9/c7QFmZQPpPR\nWwpggbjSiBTNq5bU1z8fL2pEGtJmVhaWCVY4oF58hgEdZHteqtJ7hI2Zkj1U0lIVSgpyPdf1pKP8\nzdd+NBMsRAmLEeS6iz0zcum41EaSOfR1ewmGYBLQLPJGK3d8h+xSRVzqzwJXu0xuCL/DRpXiruc6\njhREjmhNL+vupcs+f+N9Al8Mr38BVn74bVdcf9E5eNt7lIocWeyZH+rej7UFq5vxGIyEH8xEVZGa\nRA/JXOusmynU9p374odx1kfWznz3jtuAp3HT/OKbj+Gs7e/79B/vmh2qeGIk+KN/fvgAD+5c9ujR\ndUVhiYSkAcV6B3FjwiTS6Xy1+NIvLnn9771kttwLdbEGJJWUAqaXjXpgQz7EpzxQPrD895Fh4a8u\nDFmRqu7CRtE2SubOe64Xi6NiYXtUjYey1t50uNne3umGdd9IslAm5bzDKFTTGpVqI/LIgFQhWu/c\nNtqemW96ke9IqZQUWpBmLgoKUM0qFoq4TO5wlYJSnLNMHf2J5WDMX132ebId1r71jl3Aj4+Xn/8W\n/vrCxVoiiBfHP9lFbRaiLLIhHIsInVIWxhZKCyNzxX5hlFNVGDZb3n0fLnpbfU8V+MmzX1DtjOx5\nCCd8f8O1RZTOv/MNru2OL4NzWw4i/FvvLitbqHaRqW4rVlmurF+QbGayCOA1/a7/qXsv10GrHFJg\nC0epQLmOIEFsrdHakHIVmHROqhBFgLSc54W1zLASBqwtCQHLQlljzYqnfnRTK591ZK6H6qPqHZ/d\nN1aeiy1Nvv66z68f3vnTO16hfPgcj+659ZyXdHQlIQVNCIZGtuUtU5sbr9vx5rChthIQhVO8/vde\nt/31yVwaeyAhCNYq5kDEebeiqVtShZtLZUgKqV2ETWza53z50MU1aN+/UY/9wSOfdroLE3+OD+6k\nSuJ4i9KItZOfyee8Ujw0Mp+NTI3kWmVCUc8oIyjmUlB088UwGpZ1Djo/AH60mKzZu/Ec/He6sLl8\n06tw7+s3qpE8Xy0/Yb5y2FPvdU8CgHteo0QhW14pKPZL39dOJ8ql3xHWbaGcUdbZfzrw0HC2Rsk4\n9mUil2qmCimI2AIkC63IyMQlboUV2TahyqyjrSsKQ0SCpIQxxtLtt2rjezKz1UJOxjffzCKGr+Nm\nQ21p7lv79I+W1gYOmciZ3P1DGosWkRbGasNc37svveLvNu4Pss74xMaYSnlLRzr76BmLo5duHdFV\n33eVYGNAQup2J6sEqjQW2iKHFSUPZD3ZTWrRnL0G3/vhIeWLHgMAPHBNMWTvP/7dTvrhP8fLd7sV\nq9DNOahPt+zEI+/EcLbHs3VPSy90POv0ovnYkMgWWtWrHr0+2jsfjfrjz/lrnP/iq26W5+DhyedF\nnxGvuvP2M77l6ovR8s67Wt9xGBPO6IXHPm2z1IVjfae5SF7SoaQ2380afqdIfM9pcvyB0+/87Udv\ne/CJte08CkTfUUk9Zw0JtobJC8qRF1SjtcP5pi9tNK1ozNHKldINQ096SgrHIVaO46z4wm3VprMr\ngNdqbu1kH/5MUk7dcisRE6HuyLlw7yWTNyXVjMdaM5fNWWVsAeGqTPuKqtPFaN2GvrzpZf/+5Zac\nmrOKX2hbvg2udQLt9G2MQpAsOrZUk23uaOG5WLRlISVcz7ZFtbPxTfjq+CEFMntW1I/gkqmkklc3\n7NnwN9f6ldF4phx2/B1jZePuXvuxj20fLgpvoVpqBSJv+S5ZawWYjZVS5zLY2pxhqZFX5fTQt4Hv\nOlOT+jn4xU27voxviPDpX7l2/fgtwy/71MLXjrYOf/5mv+DCmqw8UtrTlEYPl+c7Lnt5027oFHJh\nLGil49/Et96BWsMIxzCIYKywkIrYGFKuR4UJHC9N3/yCd7XZMMOYjCy5qshdY5QSxhABKzbMXyXE\njZ4shiuTemZi317fBKLjqvZkfY3/uYtb9dWxfYX65JbUvH3bzYETyxTloJv6hVaCC+HHzvRfvO3j\n3V2+htKdS+PY685PeAuegGWQIGFzlian5gi52ussjJRyWSri7sia2LcU7X7fefjg1U87AhF+eHPx\nxvwWmP1/c86zxjvlThYYo7Tw6tjyl9/+wGgaF8K1WWhbY6VO2w7lxERgTcawVMSpC5FjOMjiSrP7\nsecCP9pR/9BJDyRX/gj/51XfGjrrK5VnfWf0NLwhXPKo3n0Igu2flDttmhXDQUsZkyiz8LFXvG9b\nuZu+ovo5IaVaVCa05XWt23zu+gY9ldlaMEgIMFuWgnThjKbadEf2RY5kawBLxEJAKw3Hd5gzAoQb\neqJgOHM/wpvmm9uiDovcpGDn6uoN06+9bdhfs8PzterM4dMt38ypsjWZRFgtii7J1M3hrdndsuwE\nsTEk9sxsnF8t/JBnawxjQCSFkCP+3P4htcj+eEWXOBOpqJVKYuit+Olna+fhJ+8/MPDvHihIV5+5\nokrn/eXEH3/yllo7jj2jEBtbGDF6bbxv65ZPRYu6sEHDqTQMRa2CpJDERuRlJ8+JyEgjhodq2dru\njRMLf/yat+H8IuuIk0++5l1/Lf9+0zxtvWHRB3DFhx4f4KWeeUil1Fd/PrexG6TtlmPDoFta887V\nH2/v9eyaob/xrOFqFi0gW5DaGNdPM9UzepMRAqyFsJYNJCHbgVCkaQltVZNd42mSVpOAZgIbgrCW\nV4zF65XYH6juVS+73CYjYzd57JYKTeoD/ien3Ks/81H/fRDadqWrk4mgVVijhS9UaW/Js8r4SbXV\nGJoT+XhiBYsg4B2BzoZGm5SSALMgqaxTsdPza7vO2nrbcVMujTc7a/14bG79yLWN1x9sPn1Xa7BN\n3/nRy7ds2/XOYmLnO4ZkUpTbnlp0akUk25RedeO8qxwiZpkGn/loG9SKpJIC1hrJRluAXQJZERXt\n0ItRuXnNfwH46r6/Be49Ay+ZvFKX0vbuZPUrv31L8H4cpb0hYeHEba8a7csCUQ8o2tjdPlTPs6Hy\nvlpsmSKOK6VGSiSYbC+SQmSui8IIaQ1Z46si9aweqmPt7tEgzTynEEYwC6S9CraCmC2vGO267CUR\nuGO9II0S6XR5TMRupT437qdptRG6o2llcTe7rNNSpRXIonClgUwD7SVGKeVND8kuC+FlRZg7Xdmd\nXChlnhYCxlg4RC51TCmbufqf8aqZDe3yay6462NZe/N4M/Ez8+aDJNG7ymsuwj1PA/DAzXs2QEyN\nl3Y0PvqpHaNuNlHnzKi8xJrykG3ipo6VphXVvvymHV4YS8eRZC1baSyZXNOwkZW0E/lQzY6bbdrV\nmV4F/BPehMff+Q//vrtaXpdzt5WHY7PbP3HGkXnws6md3Sv27g9VS2ppkpHEouMqZ24ygQlyYq8b\n5UFTQlCh3X4REym6YYAsF0ozmcJxCxEPN/Og4npMkqCNLkiw1G0Fa60V0kLQirJlQeS40MaRllmx\nKaCge8FGzI4MqyG32rEUhgkWQgrqxc0MNA4iEIvcOi6MdUgWY3KHo8nvDruthm8dsg5iL4oTI/Mb\nb/tC6M8Ias2c9ffTE6a+7nUDXJ0HTl5GgHenqFw+8p6J6Kam+57zXhDMlC/fORsULpRuhV3rNd1k\nwraHU6O8ti0FhWHtgQOHiQ04twIlpQ2z5lDr1KluvAaL25+Ge+dWn/L4pd/61rZSZ+3ljdIJ/yZe\n9fBn55ufWnYwGFRLBb66n7KGtUYHXTeT/dgXWMc4wiirDRM0hFOwg9xKRxTWlYUVxjArSdb2chvI\nQBkjQ3IECwmTWbaWrZY9QysJdrMVNcsEKEfkLBU0CFazgCGSQhJBMYQiY0iRsbJfH7SXDcVLJaCJ\nQAUcZQ17mry1ckeqjMgn/W7WZgdWIS1RUvB4+KH5d5TaG/8KT+nPbo+G0/SKg2DJl9qLx6uL7pXZ\nroVXXN8a/uuHPmopMZKToJ1OIC95RaXaMaF3M17/UWdqvBALlVIemFgpY5wcTKWq7ApPzzVloI2y\nqA7vd7vt7acB7331WV+pXvSmUnEpwtox+NanvvHDL1SrLz3iS9z9xSlprRWdfDRJnX68nFYgIYUx\nlomtJTczDgwUSa0d0lb1fcmmV1Ge2LAwWnmFJAaxkbZX3HBgCSGWVigLsgzWxgo2xjpCSEssBBEs\nAT7B5CCZs2Q2AsIyiARpIkGWWDKo9zhSxAIsjJ6FVVYysrShXQKIhdKFicTacZE6vng7sOLYW+xk\nd+61R+bBA9LdM763vGHf1osuetamO4Y2NlZPi7gr3Xw49964MHkugG8VE1mrPJFVhnXnytgIWCUs\npNKCOSgV1RaFCsglk0y6bUPu8GXXnI03X/Onl3/iold8aXwqbKrTMT70jdXlqSPWlgTO/Mu7rmu2\nqi/cPcUmMD2bMBwpCkPaCmulsODUKFdqCxZCMFvYvs3IUt9UT2xZorC9skvW9MLvhAUTCbAkdgVA\nJAyz0dBgwxYkiQmin/WUSclsGSTFwCYqCQQjhIC0lsjyoLq0ZUtwNeq6HEink8bSKcXEABtyjeHW\n9r2fMzKN3/nqSfcad7w1eeVFRx7+yUMz72m212Pz7wFXlZUSO+rBLFbPZWFabdwwd+N4Y7j0he5I\n1NiPdLTbHv1LPGu4mZecHCFpaQsh08CwkD7FwirB3mIp42jyHV/HqZf+4x9V7li3qytVPfQFPvqH\nW979hnbvqY8fhit/9vqbh2ardc4Lz/SlrzQEsAFDCAnDRrmuZGuJhCAWgthYFkoqgK0FpCRDBJYk\nADBrELOQwhoiIdhKUbjCMAkGGJIFmCgXohc0BwBEUGyIHFBmrCAmWCJDRDDMVrBly5YFCbIsiA1T\nrnToQOgRN+cO2VSRJTJCaAlf2LTQwzrq/FnVYtKItx085G+IpXXhjp+bV4t8PR45fvOekT0UoVzb\nnpUbCFrZrEsLyf5RVc7YsGWTJALIkKeuI1grC5BUfqx8qck1uWDj+K7DXC7NvOAbOBs/e9W7Lrri\niyPd2rR3IY7/wHWv+tBVfwIAWHU4F563TczPpUKxP6gPSdoKGEhBpIS0xJYzWN0rGAqS0oINmDxj\nrO15OXuQF8wCliFBliCEACDArIUu+uH3JKSEhHEohRBkSZieh5SMtSRgrWBmIkswPT+2JmF6lb0Z\ngCW2RrCBLDQbaQzanolyoW0fmU/kzDlYlHNduNWhRK+O9//ZISOeHxp8+vr8Jf+w8a0AcDzOPhvu\n6dcW68/NmqLskx3KlR/ana0NTRns9+OxmWqp+8+z5UQ4uQwpNVYxdTkpVJGT71IgbS5zxG5Me4eS\n3/omzsYjm7/z3E1fmnhhi3HaT8am//V17/jzv+xxYfnb9HyfV3/UUV4nwaCoG8jLgdzRwkrDligH\nCzCzYAZBCs2kpPQcw8b0otMhGAPoAgun50yz6K0nC2szIXu1Bkn0stUdWEiy6Ol8FgCEZGstGRAb\nJtG3hQsYI0iAQATR82uTgPCJyVgdpEYMLaTSswRIZgoNLBPbzPfJIKxmxfoXA8v1oyf+ZOnjtnF/\noTUA7H9MnY5mvv+aOJryxf5Lw+uU11lbbcfNyYm69lLBibxWOglLnXjKWimQN+qx52kpFalCspBd\nL29F06xs5wXfALbF+XONdBZDBs696yUfeShc/O/Dg5B6/ufzq7alrKsS9P3mOsotZNg2sAZaOFpK\nKQwXbJmtYBSCSDiu1zaGhWDLVgjW5BJB9GpsMQQIlnseAGKlSfZL2VoA1oAkMdCr2muMtRYQxlo4\nvZADay2U67pSKCGISQht2FqtC6u1sQw2eZpYm6bl8UtfvdYhd4BFY9iRTuCQ62s/QCAdux74eXLY\nqAHg69XOtqkYT74bAPC+S3GPapd59zY1/1n3Lz4R3rrN/7s9uKFZv2Vu366sapVxdcpMougkRpAx\ntihkkidJEXcMw0rZkXBSrZp2aO6vgN+R8T9hPGlZ+yPAfndT69byrYfxYNDWDFtPGM6pj0XYYmPI\nr3gMIm3Z1iJP9QLgehmxriKrC6MBgGA1MYO15l6KnlIACSEFgaQUQilYMivGAGshhGTLEJIKadhh\nLcDW2H5W+CDTlsAQECS4Vw2ZmK0ACQyARAEIImYhqVoq0d6Ey00jY981fl42MpZWZMOFX25xrY1/\nBD74viM61d6WlIfmrrrwp3wuADy2eC6+OneV3lNRzbXTG9oXPaBP/14YpG5+9u2t6HOtcp6HqZbG\nMhEj9FybZkZYqaTJrFTMRLCWiUkIUOfHwC9e/1pdL7KQ1jwfuG96cu9MNHaEwKfe8viPLxRueyjN\nLAhEohDBTHXohdfZaqehKr4nkljbPNNQBFJkJBeafIkCsLYXC9MTVP3MbjXAEreWmSC4ILViqGfr\nJMnWAkRCaCtZk9erXcqAGKSp9My1ED2/Pg/KwAxqkvW9RwKAkOTziG17e7NatwRiYcLcUYmbOOyQ\nEKVyI9nwJvzkxksOra4JAP/ZqJhX3nU2AOCxvKfD3fmMB04Gnlpx2MV/tSfK5kMZq96QQa4LrZly\nkpILyF7+t2UtSJIkpOL7wPdv2DolOaxUa6sAPNi9PvWParx46I9japsiYAhAQLSc7F78bMf8GKYW\nnVolbrdy4sIQEQvBVpKFUmx6teSJTM/b3BdARLIX9MID+B7bdzxDKEHWWrbWaPQL3oOkkrRUzHep\n5C73Y6FAggCpRL+0OKPv9Ode9jrUqDv06k9ut6nRacdmrVQ3OSBhtFbO/Oxw6U3AuX/e58HB/oRg\nb+uV6PEAx/b16Gfg5AeBw3jws59M6zirqY5juVclvMjSvnPYFIYE+on2LAUx6zyrZn8OPNPGq8mh\n3EoA9+bh+336yDcePNDtx5c9ohvIzlBUE0KREIx0uOTdibNGeK47tPnisQJsheP6nhIkyRirDTmO\nFGxBYgB/RkKIHtQHUV/Ms7U9cqmykiSJhCQ2xoKEEP3IM6G0Mdw7SR0UX3og+qCHGkb9BcIHbBgk\npJJCdxft0Np1ZRHAQFjJrjZ+rlXucOJUODkowPOGZZ/vef9t/hYADwAAHnsSeBhPAk/iJBzePnNT\nbLo5dGYH1XwVWW3ZaOofQHpZBgwiKQhs3fGbAPzDXp2FjhUFgFAIXJLp8WX9/+myR5z99+XRVqe3\njkhANg299s8fciYMlwK2TicXrqtIErMUbMkUhWHoHqWZbR9PQQ5czZat7ac+sLUWQegwOY6ShKUQ\nDB4UprfGspCuJwjW9kIIAHBfOaY+4MWyfN3eamBrDTNb69FcEt/8hatTN82Fm+Ui7Xr5lI7LqYzS\n3KG/XU7L31/2+Wme//bz8RN4+N5H7rmn2P/4T9/xnfihR7pHYAG+O3tZ2FWVxA5l/ThMKGLLEEI5\nikB9JgDQxkIo12um4g4Ar61XVDNypwAcd9qJuPAte287vPu7emE4/4RSjQRJIQg0gqz9lr+8bXTU\nq4yLxblmKzVcZIaJiEkISayN0RBEg5ifA67+nqTgnigiNtrCMphFT49jOGzZguEIsLC2ZxwXBM0Y\npG/1wjRIgIghwJaILRP3Cij3oy5MD/TXSpE7sRgaafk2WPQLpBy4nWjzPmOMEAv+WwB8Jzrv8IHj\nx/vWlO87vXSnzdoBzK1hW1fLp9wzteYXfOpgS/jm9G5fbsjfillxc0KmkCQ9MAuCYIheeCXB2t77\nEoOphwZIDNjqZQ8A5984HPKzH+4H7tx3+ulrtr3usFfhz3zx3wBg7W7djvpJHjND0+teh5ciz+GP\ncL0piWCgZAaAhSBHM7Ml1dOBaUlE9NLJCJKX7Z9gkSDnFWO9DRwe9zQ8RxpIkxOREBJAAoAteup0\nL36UiHoaCFu2pr8xS2AQoCOlZBto65dHNsztKFXWvd5IYVTNFuMbbsprrc5wPvZB4F+6m5512LiB\nd/sXn/+7Q5RsTHXbjzp+FNU9VTfdNbqetf33nQHgVYtidavVHFq9TzaGVUOXrIm0BUiCwZYECbKw\nmomNFATbC5MmS8yl9nC8+q+Af1/cIIx6DgD8+DwAeMn6np6yzK8EfLwnmF7aHI7B1jIhq7be8xIA\nd98aOWlZ16d0wWxIZbCGBbE1kJKsGGzMfTBsGuDe2P7u2cuxJDKwQhghwCTIWGtBJDQzEQkwMVtm\ng74V6cD06EHeMhMJ0r3QoiXoYmbZYwKscGxasHKrrz2uNOvpapKw37w5TbNgGGYj8KOrj13q8+tr\nlpS2n/p5+p1qUeaiocNyd7EmlUKYOUyVRq2aZQBwaXbJKfjn+v59Pg3lheOSI1NPGAgiDIJAmayx\nUqJnXBkUHyPqlJJi4WdnYXP9+fiPzcC9Z+C8exefA7zxU0MvBoDlPBhsDuualiyDmFGaHfqzl+DJ\n+XOHFubp6lLHsYCwNpNkDBFZy0JAswWxtSAh+xk0gx6pvzSsIEkAUQ4m1nmWF4XWth9XyszwfWIL\nMBubF3mhQT1jOpGQUkpHsimMZQuphBRsjeFe9KNySCniQhOkE/hmxvGG6v+hdcXJfIGkMFFQ8Z2F\n0nOB8w/wAC86oDjvqHRv7oSB1dao9s7hNRFnlVo5CHPdNs3GVed95wVvwkvCU4A/mKZANC2qrhOH\nJe27gXZKKfnSdfMchTBWBa4gmMIAJBQAKQVpxLXF6x6FnPkJRlYBZ/wcEAWA59U+e4R12VucqRdr\nFlKQzdPRHA9iZYStk5tKNjfKUhhwASYpYQ1DkLVCSdmjlch1r+4Rk5Cy73gXgiABYyzAom9uJdHf\naHvfrSmMpb6eIIRUjqMciJ7foBfcdCBdq3f7UrBdfwMhZmOZddJdO5FPfOr1U0zSDXyhU5HV62s3\nHG24+Gk7Qb7Y6bSzLDL6kt9+w5bXdZ81fLq/24tCPxohNEvt+9D5GYAXKk7+MPV2lz0FtyKNNynS\nodD1WISKyQglLAPKdZV0VM9mZhlKe7q092++d+oHtt3eAoDTgNNegJ8Drx7rR57dC+D25S81u6fG\nusjheo5bdAO+9CXfPxlkvcri9mYBR5kszQaHnmVh2AQCZA+0FgOM3+X99kJWiYSwTNTb0tC/2haG\nmXvGPjAJARAsL6nPsKL3BALIEFF/p+gH6jNIgHMBW6S5HSk5J+OC+j6ftTVCSdbDzdYVR2XCLSKX\n3RSFcBvaj+YfOLmCOvaO7Ju9SmJUdFrpbMn82ZfNfFXkb3s1pp6LN/zRzSNFMndlsLcoByLqtn1o\nl0HahWFisISFgBEEtgREuZOVWsUQnr5vYdOB53r/9pqqf23PuXMGgGcve6d/rdYbiFKGNbmulnTF\naX70hW9YWavdsjchgtHWsbKnW/FS/ljv8EK9GNTe3gAcdN7vGz5BQggWWA4UDGZreyG+IPRD4XuJ\nOOgVNexjd7MVjB4GsTmAR9bHqSB4UJyylXvdC/FIywlMH74tTytuNncUP8KT2zvVtslyZRy/yIb3\n7wvWmvkykvrCYpILIWOSTtfa59TydF7/7YlPZXCwdse3L3jLi4A3/fe27tiYmhKdujY+gxkSEIaE\nJbJg7mVwpGw1ITwNKErl3lN/eg4++Irfx8lr+J/ydx38Qg+2KvXrVKvUtRaWSQQUVwo1vHn/zlc3\ns2YHVTfJc7DnGNOjER0AlhhEsB4gPGNZhlMfspYYPR8PAGJYBiyRZYCJVL8DSf0Aw75iJgFmy30P\nHiBAkL3JDwAwIGbJYFjyhe/sMePHfmCb8GI/9GG1pnLu+5/b/7KD9r9+u+cLoSqa1pKAM1sTovnG\nP7jfrAO8nSacDZxYCc+MoHBj3jlazN+VTe1eP4dPrMOmFwHAhfSl16/EM358A0eeaLnaSmGN0Ogv\nUwDCAtrNQy2mAGxuJMcBwFML52BcAwjHd9H7Pzh4mUc+N+Saba5I514xQ9JLhCOlFU7W0LwvqrT+\n7I+T67QbkyvJWKK+u7JvZe49bTAnB4lT/XSeARP6vgIwC5BgtoL6l7LgHuyCy8xsDVQfQZ1BgAD3\nCvr2kbCXmNzD6u5xnQQbQs7kRh46Ys/V71kwDoQQCmlh84gJtbXeEuGXhVvsjjSyjKVgUwRep2Us\nbrhqBfCC+fJo4nqKOi2ztty4XrRNk5yZjIb+rvOg52Ghd3spWAnAH6u1FqQkAUVE1iNIglB5D4SV\nPKXDzGvdcdH9w3vqHB37mG03f37aZXvx4L4WlaL0RV/vv8zx3W1D5TQvfG82KBikHNaFJS/lkrRd\nr3yG38y5lReF4gKOhCGiviFtWSh3f5sgGiSxLVGs52MmC7YCRL3DKQ1sEiTJMFuAIHouTvQiDQYi\nny2ToL7mxxB2oAz22QE2IJKsu3mehqbxoWzYZhWyiTUshrTtisuvsF9zeilRy3jwRCxSryWsZA3t\ns8TE7jftnF/zxbdEiwGKTuZ6HS1a1ZGrWjO5LuxOEcpG5/Nk/rUPrjq3FgBOfynu/ZAanvGlto42\nvmYJDaUAQcwsrUpYewsXtZ8+6qgFJ88rGxdOW3kRimhkfzCbfx3Akyt/Ore5OzbUXvSA2OumbnlO\nkdaWhHYjI4OsNdL4qVfODdqpliDpADAklmU9D1AmDqiyZGn5Sb+f2GcZJJgIbHt+YyJwD8Dasobo\nmW65h4nTU5gJtscDIXigPQyWVb/4Q9/OwQFlhZZKY7wwUolybolIulbB0m27RiZ25pv3Huzm56H9\nDnKlLQtPFEUt50q8fnEm/DsZac5Do8dDmL2d2y5Z89odO3lmyk2jar6nku7Lv3wZZ/HczMZ+R2cE\n+/atLvsdrVQhNYgNC2UhJAwXXqVjmmEdXTz3R6ZRisZj6gLA6aejKyqfAYD3JCrZkZaFVSm6Y804\nonrNisKIAEXejbLmqDcV+lIPu/sT3/TCUYTtHTSX7bxLdV36u6lgHEiKtv0vlomE6GnB1gyATCUR\nS8mWpdRA0d9obB/oAQYEAdZuLxqDCvROV3rw0D46k9COa20OoTuCNHTTNxmIrNQ8qmg2u42893kD\nJvzkXABY1XGy1AqXmYEIWurCSaOAHCYrh9oTiGnMhnnOu/bp9eHbu7Nyu6DRol4TyW3R+PzefHf1\nXODuM/H91jWn//ltRViGkU6+rl1NispsGYmQhqyiqhtnLjb/yxvOx+n3BWlBo/3XeOZfvVv9/r8B\nYdeXIqwjdR2EyWI5mFVBu+2HujWkPNftouG6yY7frTXGgnKWl+MizKURZDSEIGshexoXpDVWMEMw\nLIgYFjAuszRGCWMl2JLSbAUPqh/1cy37Ex7SsGWSrPuGsZ7jHyz709727yuoB13bE06gA/nNBiBB\n2lDv2VqzI6zIzGTgzQ21LzdfNJcMru0FX30tqXaNsoYNMRnL2kjhGWIoJRlOEm2lNFVwIfNWc9ML\nznFG6Itxe8TpLig7uztJI7E/dOZmo1tmt5yOorJ+/LZZDnxJWi9sqZc97bJyIDIIeKb1kNaPOLTi\ndMiT8cQATGPT1zbvees/YM7XMyIiJxNuu8oXi33OeN2vWqcyn0pQImSiwNdfdUFz75BkX0rKCiaA\nRM9iJYQAGyGIWLLp4ys71liSYFeygaCemcJaEopoxRgRWwZZEswQwhIRMSAMYIXkXo1bQsHcN173\n5Z3onYcykgTBzP18xQPQPARBRBZSMmAco6UHFmQ4r9L4XDfshB8+KA76R7c5Toc61mjDRDlLKSNf\ndWyhySMTbxnukghFM3GaZI2NzaZK4bZms3YcKr/iNzh3Ea2jqSja461+Li6qfgX4vamNC+23cKMr\nQxgYKyS4JV3lxN3XbG5UnYP8Ew8Xp977zq/+57Z/xUNbfoB321aYkdOxH5q6JnTj3B1qtktFOSZK\nxofr1AzSl23c3VZzuaAstQym3vnI9rC9mIWQzGxt/zSpjLESsA4JYUBsjZVkLIiEFUS9DcuKHr6V\nJUFMIBI99cPywNTUl0sM4t5WQ3ag4C3t30wDnE1my1ISS5KSmWFMz4DCbjzcso1Jl+L3nbncXPbE\nnO124RVGF5YFCMikLCQJaYT0uMrJ5NnAt2Um8xKHVOzdXqGLN//eV5NGUU5aDb9MWVOLIlFp02lt\nrocGeFRW1bfu+sOt6YhW3VQ6sMJKXwrHZ71j46GICiecgDMu/sc/uu5P/vbEH9w++ld3fq6hjKh1\nrm86bq5KadesCfeoGmIubEDRjj8UX7QsifwYbib6uhWR4h5WGgkSMIZ63CEuSEqyRJpcYdlqaGKw\ngRSwokc37tvlejoNCymssEKyITEInAFBiCVlGZIEiBmSIHpHqQHu1GBXssSwrCWzMAYEx4FxHErV\nvPM39S9u3fSZTvnT0YF87p1ztQzeTK+sDRNZnSnHuIUiyaZQJvHOBvC8x1KTOoV19IZ6bqbr46tV\n2lZ7FkSJw+GhVjv2mopRTAnV+u8Lry9EB2ePO0OjcWGMcAhCFA5lbBLYmXD4cAf3hmvwoU8DsJ/I\nCltBZrvudjmSoJZGdfmWs97UXdeRUbzPcdYHwyW7PVg7k7kJJMH0VTQyYAjpCCEEWBfa9AAXyErB\nmoRySbExWhZkhSDJUrHqH1cBQT2ZJoToZTJIycIUva6FIN03Bw+YIPqqQ89pBxYMc0Bz4IGaRxC9\nIAAhXWmVJ4WjRv8Wn+5IVf5My/nogfHPZJXFtGhG1lgQWFsBf9QpzTkOsZVyse9yPHa47gaOUDKb\nLM+HXhZ3O9Gm114SnnbPDgwLFmmrBOEt6MB0kUlBwAj+FPjhFKWapRRwBKRi5WXt+DC9/Ud+6euL\n3X99HXYM7Zdr4xkKTHetbrlhnorheG84Pl84jpdmXmvmiuZCQeQ5mbFWOdyz3gBQllhIpYSUMDBS\nmh5ZBLFl4bqOQxY5EVsSEoLZMokDsRTc9/v00vCFApSGyHoWWepVFxlU3OkbkSCgAUEQPReRHSCV\nA1bKnofVISgrhCRHsecYuX9z96WF416TMcaan37mIDnqkTzdnybRhv0AMwlYVloq5o6VviTlLrl9\ns9w08pYYaSr2/XRNpzPv6z86+Ql0d+tQp07QZZN4Ni6ihWwm0nN4NL4EQMgKxpGkiq4yLIUm4SaH\n8gCLUrUSJ39DRc06Nqqsb+5KSh1RRq5q3bLYkddG5j2ZKOsXix9/cl+jyh2VExFLdmzPRk0OWybp\nOGUpbJFY62rbAz+zIE9JdkuwotUVrtU96xELKYTtn2ZtH6JiYKUgkFAQvjG6VzuZiAlk+kqd7C0D\nQQQhSVDGLIw4kKrOkLIvt1gSS0WOlJFK1diuMrxWJZ2YSbw3DqEHMXX/vo7rzzpuG8QQJAQyIaU0\nmRVx5ntC+V/e1Ac3EkKmKoiKcGTaH5qTbuZVbmwJFXVrQrfJaVu3mpi0o2WRu2lexayoAIiMkPAU\npJy3Lku0HDocnQDldHg23TxPuhK98KZZ9cetPcPW5MYVVgT1NReTPxrt9zPHkL/wr1u5o920weRa\nzcbIQbI4AOn43gSRiUmz5f6ZCcLxZVGsHSZN+ztaCEuwzBKOJwwADUJfq4OQpI3rmAg12xaB7xRd\np+mLRObKCpUKMixhhSItWTpadCJfm9BJVJZXdcvJhSVXFr3jqGsKR+Xk5uQK1wuHy0JiKrKxzIKM\npmWQmF60xRM4VS5ohuc0J7o6tq4k6wqwYzMqtfxK6Gq0d2x4GgDcx5oUgqrOEOT7h+JitJyFRTfo\njF0s9U7bWN262aG27VqbdbXpbkFTNk8F2tIRadnvaBmFiemqqs69BHjy4G1BtRaDoG0DQWZ62Oy8\nZDSMU0MuGYqVj+x3gPNqN1Vim/l/d0Oadoqs04H0AKmlcdgI13fICg5HVNN9JvDzhZGpjhs4c4Jd\nso7Nyd9aHToNEJOzs9aBRWZBPol+rgJEX1UoLEEKocx6IcYb7TiwsVZSB0ZJwDKTABEJQCiG1YgK\nWfUDYdK0mRSaHGVJSWlhQarvFGUIAS8QunQ6kGaO42S5n+6IWH/odwEAsxdg2pQm5xNR6qSQgrUU\nvZXIRVNwLMgK35+jM/DQDKZzR7Dt6JZbS6lMImsK1ynbpHGzW6EhpxjaYuY9N3dtbiy5wd3tbMZU\nO4uiG46THKG0Sa4ZXgxm0kAAlgan1MdXAShtKM+5bePG1swZ45ZUbsl3hDUgEwxtBoDjR3enhSid\nv9BpuaqQkdaJET1DgOc4khlKmdbQugsBnHYasBB3YmhDBJKAYOc0AM96eNFKaSyxod7BFAxxwPAa\nwJBgq6Ixv8QULHJulXLS3CEitkQQ6O3QYEtsIcNSZfVkPt3UXkZl5WrLgkiStlIYSFgIhpQmo8rq\n0wFcdM9sXhQknCLt/pnBY8cCGMNdTRFczNdngUZOAJOAsIjDPKYw7uiu67eYO2tqO1IbO7IrwmCH\nbI2MiXi0CDJHcXWxbAvj2dDOGzPRTBJd0WRt4JsZUZL1TpEr1/NozNvhbJ72F7Xb/sCpP9q7PAR4\nFQCos89u1scWcpG8L2/sW9CeI61SDEeQUqKHBuTAyZL63e60AXGmhNJKWM+Kgh1fWSsMSxR+P7b1\nkZYA2UpCBsYIdsOgh9NnkrJSRW6FZSGE6KNak+1bfC3Y8a1b8deeDgRT9bQTeV3jpjn6lu4evjXD\nGgtHydaaavUFwNnfu81qOFlOYG2ZIJhghLKQki0RE42fBQAIXbcLP3eMJ17aM68/cDJudPP1+/Z8\nZvrmi+dmYiJhjLJSphjqxmpY2gRWt6NiDh22kcgjmWSXvxLfb7wET97qlkRuAekrY5NcT5rm0GhM\nWUuRZcdpC/aClFlmqojOBX7rR5S6JdL5qTj/ugEQ8VI7AbjqQzSm9Uz3gohUxkXic1aQMnqIO71M\nKqHK1g2zJKssetXpTHie0imEUK4UBmRgtHfAbFDdiYCq3SRNIRyhRNz7+8mvuTbXgLVEUkgxAPVl\nIkkEQBpIUtVXnwjgtFZJS+p04EQtsgQjrFg6h5Ily+zJ2isB4FnzomBQKmEtLOARkXA9m0NYwczh\n6n5ohSL4Ajk2hp/6+Wk/Pw2Aj+8s5tRt5Cc8u3LmsKx3rbSQmRJcGmvpxKqW8Up+QXmeayce0R0F\nt/pK4JlrgZUbZn0lIMcIIibb7dZOp9MvNXZuKhMqJle0lAmszQEpzwWA8VtGChmnbwGwATiYBwBw\n/At3vtAsbr6pMlMn0aJaDmbpwhiR1XtM0NCk5jsm2fXaq6+ZLYQrIS3bKBJpaqVxYCGa3/wtAICt\nUeDAcYlVbE1hsta/9xC6T1mTd8GahSLLgnrnEeK+DSj00twUgnroJ10EPqcb0mlyyAhYWEezgBWS\nhGKg4FEd9d6+lgvYUKUkjJUCkATH81BYJoBJDfzKQiYBN0WtmZUKnPbgScAxP7smGplvjzX+aWPl\ne4HwsxhKZbmbVoxCpSsMR25kw1hXK463z/VEXtS2AMBKACc6NvRhg6DDrq9NvH1do5pkmajOGq/b\nFuUuddzczbnwXQDAytF0Np/78JkAXnAYB/DocRia97MRv3VtKlwvMiSFshYkjbSzzwDwiImVJTMT\nlMzw6/D771aggkspU60mOt1cey5yrdCPVVucHnU57eZW5tZKTZTFAzIIBkkpIEwvzJFEL8aIicg4\npiC33Dcsvmjic6GrNzaamUOsyAotCyth4DIRGSIWsuhdOpq30JGhgk21FFw4Bq6AZNOPVx5UVFuU\nRkjpaF94C2c9/tG/xQ8v2JO/5YL/+B3sSIt5vbfhKAhIisp2A8/vviSqpCWe2ucNSWjm1qt3ig3C\nXXsgjl7lFqFQOg+1VzIlr5vtqrntjSfebe22trVStZoU2VYpGEiIdGbN5CHJ+0vtOIB9Ueb5oiUd\nq0I2zNYWuaWw8JMfuXZm8zk+Sinr1G+tBeBbjjqiGkuuRCyCTpc0lDXk9EAVdXOcdZhajbYNfEgX\nzt1nAvgOzy4UACmRC4heAhvJXq4VJBlS0lXVkf5bnTFG2DfbrQeChJQshezZJqRmrVlKr71e9nJa\ngrIvu+w5yAyDSAtjHViyhiWBRLxv5DQAuHeHX5JeGdbK8tRU9LdA544GXYAmkEduy0tMSWeONkEw\nEl65d7Fe9fI9zpijWkGpaNRKcx6Wkqx6Wl7FSYvzgRPc4xQrL0q1v7Dm9KZGbeVT806eBh5xONZu\nodHT5R9Vz5/feJTM5d6I90bH3m5rQYxAJdYxaaZcFzIvrKeTfEG9qOuWssJOFDcPA3jXR1TFIJKe\nDVgrD0WWykCnRsIZzWfCJEsMV9q2ELXMJu1SJezOZZXbaovzlZCzXJBxpNYrVote9Li0uZEkAuES\nysZc0l+rD8eL8/W4sKzmHXLIS4XNJOB2Ai47s1kJcrQ0vukE4Ee7GuhGGqREkmopEmIhXN/pZCHl\npJx8LPRHw5Nv58W6K9oCCXuFLr/+LPz39Z7GR/CDp3/tpqpWbmJQ3qtUEipRTd3xhT2X7y+nw/jd\nR9+xRWcoMmf9UtjeT9wz8GircEsHQAyf6AqvgeHZW159OnDX2cAPFva+fk+pI6J0f6nvxP/nMffp\n+OmRAFEBPDT/zC//Lv7vhmyH7FDk8bwsaLjdrBVwvZkXhtvHFkpNL3DD27xdk38FAPiIc3WrqFhX\nLGSBa5qdeeUagq8ir2W4603lH5uabRvH8xJuJJMe+aUkG9P7wizLLbOVAlYQLBiETColLQlfFgkF\na17Qy+1+8gsJWVjDorHmkj0znoRXaDKAl3m6enVrb2eoiPOmyrqNFjkFp5mMHGPJ5C6YYDUpONYy\nOeh0PB3VEhGE3cSGQhpDovnh1bvHokxeBjwdtvggvrsvEBCrkQfjsfDc8vOfP1aMr212R++b8dJs\nyKQjSfaj8wcUi0uIu4G7DEjymNOAc4DRveKJY3D2E+a4p6/efMq5+PLG07FlsAlvOA/AOUdIdQCA\nE81jDLzywZu1UCwiWsT69h5/LIt925adrLyQOcKgaI7uWf/nvTve+8NkPD8BT62oFEqXRndnmoW0\nWnSb9cJXTuKq4bqwnbw65NgkXQiaRmdT1jSMZkEg8jwSBMtMJKVDDMuce0SxkAhwP1rzxex4Emfk\n6aKsPJgiD8kV3DVqKFVG+yOjSbldn43zTOvUUYlTWCIwpLEshGWrKTFgIwuqkMlmebgzFRIbm3Nm\npPD8zs4aAfM3lE/+xSnDow+f8Bx/YXHMZTYWyst9//bCK1Uwd8PW2Ftf2sPKycpeF32Qf2p1s7Ao\nu4eT8tg/eLQg3bWqtmqF939fid+9H+ic8kB25uOrgF4U8oonj5gkhPXHrAHgv3muUURpPVzf3Dlx\n2UI9qYWejobSXFZk1R+meXe4Z/37v6/EBQ/pE4AVKKdZl08ebnasJZMWcJQxWT306ib1xGLX9/1q\nSQdCZ0JmsQALIgH4YeQIYdlAEbtkrBAQ2nU4S2eEyNtFxr4/yxDClZx0b2xXuGvYkgWTP6aCxo6S\najS8qCQTq6yxmtmXGhYwkGYQg2ONiGSmO9ZoJ6isdxezwI21gGBtvArJWe/S0ax98ikoFx/7Kyy8\n9C4xpaQpPC/vOMK3befWfRMbJuLZbZGn2r63rVT5rxf3sr89qfNczBfjh0zqJ44BjgOO97uBbZ15\nrP7hBY8K4Pyvl5y7lN6+8TwAPysfp487IhPiU52fnQVz7HlOFnWL6Dn3bLz57Z/+U7x0h4jkkDu7\nZl+2tiJTp9q3ZF0GoA+jt4KyTD4iODEGsDZXnKts/rLSIudlr93pFILTjtdNE4RkbcHCFdJzAzfw\nRC9SDLC2IE+RUpLJoWRXGikrddsCxipjdVBu5mXjdqq5lgEL06LKcNtIOb9xxO2gVr4thZJG+JwK\nkgmUYcmCQE4fjrmBwHO4lUfTbeMyS1+DUyNkMT50iS06d8pdMqwAm79qJ1TVFtVE+ePBYq1ceE5p\nslWUQo4yrSvRVrmo+7VrnbIv2sOt0qGC5RgABr6KVgAAHYdJREFUeDI/4ZjTgDOB1wE4GcCLAAC3\n7DkPwG4aGe2K03F4c3DG/fc87djvlzLToYlxxJ/c+jCArwIP7I0QTY3rip1qrx1ApS/H1D3BLbu5\n9GCtDQKTtmFIsB5txTbOMtcmcLLu0HC3q41JHYekI0i5VRGEKzZYA+qBMAgfVklPs3I40yFlJLTw\njKXqsG8bbqPlNB2bS8dYLWpjM76TZiaIKybRznjNLOhEp9Yv4Aa2bd1B1oSGSIVjH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gJH64iAoA56597bWPuI6lnITQdN4H5HvasreGjefoTuwQVKOWleGgBHWItr783nWuTbdDEJDk\nIFkU2iNCYzADNPv/BYOrOczpLTgmAAAAAElFTkSuQmCC\n" }, { "output_type": "pyout", "prompt_number": 10, "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "def add(im, k):\n", " n,m = im.dim()\n", " im2 = Matrix(n,m)\n", " for i in range(n):\n", " for j in range(m):\n", " im2[i,j] = (im[i,j] + k) % 256\n", " return im2" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "add(im,50)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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KM59+YR81NiRsn8zs6gkLGhmAnNFE/eiue+YONq+/N2knrYFKc2oARXtmwIwoDcQwxz//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\nzJQQsZaykFagXRzFEIrXZRikoBGITLyDCjYsF+1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68E+mD6/eWDo0tzG7r33g8upEurZv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I0Ok5KW2zV+WHFAy0f6LkxAGTSRryscH6TMRRS3QvhkrIFgL6wPLm6eay5+fCytrr34tWptcuaF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IiqSx2CEklbTNZxb7eduUel6oYrbA3ECtaMydx04LBBh5ixni3gPmKM+ljVVFwqiofESoc5jM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\ngg==\n" }, { "output_type": "pyout", "prompt_number": 9, "text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "add(im,-50)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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PDPshOmqH/oM1XkAGwaJWW40CqyMIANFt/YPGLcDd9gc35tJ98iKAt4s8+r8G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vbCi5XuvolL2aHLbzqyPt7880eunTtYOf3W6QtNOACk78Zjevn8/I++/JmNGJUmIlBRhiYVTKNB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\nUtdDD7MJEVg5qHneqfD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}, { "output_type": "pyout", "prompt_number": 10, "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "High-order functions!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def pixelwise_operation(im, op):\n", " n,m = im.dim()\n", " im2 = Matrix(n,m)\n", " for i in range(n):\n", " for j in range(m):\n", " im2[i,j] = op(im, i, j)\n", " return im2" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "def add(im, k):\n", " op = lambda im,i,j: im[i,j] + k\n", " return pixelwise_operation(im, op)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 12 }, { "cell_type": "code", "collapsed": false, "input": [ "add(im, 100)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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tjwL7iLZmx06dl2ITSCiDQR6C6XlrcGRgQUWxsr7/ocmVV5+/987t/qU/6Zy8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}, { "output_type": "pyout", "prompt_number": 13, "text": [ "" ] } ], "prompt_number": 13 }, { "cell_type": "code", "collapsed": false, "input": [ "secret(im) # SHHHHH, the code is below" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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f+MsigB/PqiIlw6cCAe6sNIcBJ0zt4062s1+2boHT1RS9cb19Q/0TENhlXHPw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}, { "output_type": "pyout", "prompt_number": 17, "text": [ "" ] } ], "prompt_number": 17 }, { "cell_type": "code", "collapsed": false, "input": [ "def secret(im):\n", " n,m = im.dim()\n", " im2 = Matrix(n,m)\n", " for i in range(n):\n", " im2.rows[i] = sorted(im.rows[i])\n", " return im2" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 18 }, { "cell_type": "code", "collapsed": false, "input": [ "def negate(im):\n", " op = lambda im,i,j: 255 - im[i,j]\n", " return pixelwise_operation(im, op)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 19 }, { "cell_type": "code", "collapsed": false, "input": [ "negate(im)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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AIM5rC4ae/KxkP4/OoxC+77ScUI55rRNwuhmZoIkmUNxEymRtPJpIESkXZg3P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\nXkjPh6OcL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/Nu9ha04d8359zrF4JMo0DFUue2PmNcqfPavoWZ8A9b5orDFuWhmrtdawFc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\nA1upPmvplBVFxNsm8VO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}, { "output_type": "pyout", "prompt_number": 20, "text": [ "" ] } ], "prompt_number": 20 }, { "cell_type": "code", "collapsed": false, "input": [ "def shift(im, v_shift, h_shift):\n", " op = lambda im,i,j: im[(i - v_shift) % im.dim()[0], (j - h_shift) % im.dim()[1]]\n", " return pixelwise_operation(im, op)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 21 }, { "cell_type": "code", "collapsed": false, "input": [ "shift(im, 100, 0)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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h19TWfum3v/cf/ZNnPrf2h+LaiXuu9/vO4J/u+7G7wv9aetcNs9CPqVl8ZvLkIRBJITYr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\n7HSsvKOT2pK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xsz2JnaJAfua1BUOX1h0R0pqt1E2g03J8bhTMFwKn/KEJmigEzU1EzFqNR5Mw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\nzCa1msx5twYuCvv94VBPYP/IVPWWRvX8+NG15tJLW43JE5Xe0Zl4Cjq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WCCR5KA5wvFyK\nAirwB1FE/DZHhCU8w97SdxYoQ1YHFAHHhYmUZOcioGYOpdAcOyyWIGXXfoygg7c6CTJ8jxkJJQAg\nQL9Zrqx+tL4wP7NZ2Z6Iblzbv//Ihfl/cfDazPg9M7fueWz7NI11Fw8NIZ166BPXx9vMTVCimBIf\nkBO4TPzaKo2+w40IAWKOtJPrjQFpam0CE+KXBAy2GDBhwNuAiCYKwiN2wsxMIyocolIESMQ5Z7JM\nWl6IgJfhEdgOmVgVcn+toAMjX4DQinnWgMmL6vHs2PUMdpJk0EbiSE6VkY9Epe3bh+t6K36101r4\n0sm7jr48X1rTh1rfTvu17a2V16rDpyp3NLq9y6q01JgqdaIhaouPqGV/ECICs3eHCb1FoKW/IgwY\n1rHkRLqOWv2p2KHHiS85jDe45Y5fy90DAOSMGFtVWIkojSwNzOFJtsOMAF5ggZgAyWIXhXVboI8u\nLtMCrEupPj9VHqsmtVvOHUs/9urS9MLLUXli7NArneredG3x9eYH58+O1frt6/dcpukaqYESTmzi\nhc6WzLSMnjzwi0q1Ju2ZCbvsde0MjdwN3vo33CVabpp74OWNFvl+nPPP+nxIa82dkhhfCFyi1Jkg\nO+pxvn0gQBHIE6FSpg2FQ3Vsu17e0rXD7ZmL+sDqhcMnkkF/5tj1fr/da9x377fHTt1o3KPvrQ62\nsEGalOKeiaLLtcqmT9Zyi1TkA06ux5oZmJffbeO/TLS+xW/V9xyYeXF4UZqTpRqCFL0DjgoBZf9h\nXy+iOb9eFjqnvuw3pC3bw7L7RW5bNWXUxIjuYvHWkD92h/u79RhW9k1svFF5BN+4vVbfmJpoD3pz\nc/Bi5531O3Bs86uvv+3c6TlNzXK/lpByKSSMGcyfyFK2uS8MxvF+JIwRDCf3+KWFfB6c3gAYqvIA\nZ+5xC0WcjAgpJaVGb54gciwC0yERcF4sQ7bsFi2AZMSmJ9qxuJtRZk3CB1pPEkuUuF+B8d7ERDrf\nXa23e+NTr+67Mrh7e/52XG9GvXKpBKo7vtY8FU91ono0Ys93C0Pn9BTFWGXgGss+P/ZAIqtAMzEE\nETSwiljOaYAARvc0GIbZe2DZQc5hS/4X708QIwWHEUaUsUFIhj2afop2kTer0as+6JboAFbAmC+l\n0tY8/MGvj/cm//xHL/z8tY+2h5WZvdUr0akr0ay68E+XdOvq2P+vcrY+3elDSSvZewXEX0MMAv5z\naoqQC4oqZCYpNpIt2PJDhlkcmGFbX+z07CwASFKdK8rQOiaAChXkREZWALFMQEkiSJz2IpqfaQ04\nBZzfscR+84VE/TPpBQaMkWq0Jx965usz7zv5Lz7yI9c++J3S82t3XLi4lyqwqntXb9Reu+XPnsVj\nFyEaphX0sl0YgYUtE0AARFEpxDaWriozeX5AQoIyo3qd95IC2OkQ4Zq/jQAEKorU6MiFCGdpSJvd\nxTm8o3WqtQYCbR1/JoHfQ3Q7v5itt7hTdlRmJzAAACIaDh7CT079zOSP/ulP/btPfc+75qN7xstb\nl5Kxxl21bQ3jiON/9pEvrrf29+ZaMFZLY88fKzPCzkeR+hmNwOkERESkVKQi5MUzaFXIvH6jEEAp\nSc9AZZPbjQMxMk5gsxZKKeNSNAAw9WkNhDTs9YdaVjsyZNNUsofSJEkkrylN00SnSZoMBwMC0KlG\nJbMgWpZYKKzMIVcrWrexHFDZMSlUKorjUhQpAX2kEDQREUYIBJoixCq0xqbX/r+nf/noL/zx8WZ7\ntlM9uDY4Fz+CCzi9tu/cPfvpfRN/74G7/s7nb7/xynByLFbxINY0BABCBcrEKIx3PooihZwaz6YL\nKmU2X1VRFMXmvrAmixMyaRm80SZUmZ0bz/gLLkjw0xEIAJq54Rhyktpsk1SnZn8LTgWxG+4DuH8s\nYrCaisyDPZe0V8hyS98OATIqL3mXvG+a3fCbe8q1tc/8wZEbv776f/yV//z1e26ZPLRYmZx6k/rD\nYwm9+2/s+dAf/OSj/+TJL2KJtnWFIgQA5aUFS7PK6K3K74jfUQFOnHUkeg9kLiriHbeLitMAQGlA\npwE40SE7IpMmWbrCRXYdE+dJxJ9or4T+IkfvotVkOsMyJKc7GAcZRizS7awCZyAoc4533B2+uPKX\nB2c+vjl73zc/81gMjc722EHqDqa7pdXLf/Kev/9bjz76h08dm1uZK0282emjAjndyOEJoLQQtJMD\nMgD7jIuZNIOPEZo1xcI5yJhn5uw2SQsIDAtEJJ3yGyS7u7i0RsO8NF9l9YFNMKt7h8ArJoVi4RAh\nAgeJ7OlvaK1v0ZGxP6z00uNf/jfbf/HDn/xX1e3fiD/7xY32nqRVvdHpXUo/+0tzD3/4c588Em+s\nJVXYhsY2AiiwATQeuIwXXTfY+2J75yhBlNHiKfDBB9ZPs2Mhu3RftlJniccrxCiXOi6WFQIAal8g\nkbiIg05bUweMLuIcsrkSGG0KwW2YZ1asWecnV4hACMPbu88f2jw0/crbcPIn4/LrW893p2ChM3X1\nmm7U9p+b//YHnn3l9On2VmPYbrxxuR4rJbghnTG90Sz5nINb1P5QiYslFcnC2u+9fJNjiEZ4BfyL\nGr3UDeJ3ydOqJBhNABF7HxWwoo8ApLQEPXx9nwPykvwk9kK2rx7wKX8DCRFMrpmyG6KjmXgABIo0\nqBQVza08/qFHPoxdVfvTqJINOvuZ9Yf2rB2fmWvvPfqHg3sOdI7fH6HqKWiUtzbSiR6A2W/XNR1k\nJ4D1/weZ4gI3cyi2n5s3Ws3WCKpwDoJ5MGERFLc2Ou7ODQu3tCTp9cCgPQmgkV22GjIebZZjOKK7\nFrjZTiKB+F6VXdsLUjuao91RbVfTd98Vl/REZ1Bfme23lt//Znpn69SQqA6d1n3vr7Widm1hvBwP\nFTy68UxKZummxVG0QyZfCWDJGECNgEzKi+2efRLy8g5JzjsOn7N+5GCg9pJlGTaMgsa1zAFBm7VE\nFvjGcGKXFZM4BBKJuZvvM88aaYXSUAKPzIPss2ZjMz4cHgDo9Js/OVtNo0FjYzi9mG42j5469lr1\nxONbR249H//Q1vvXLs7Ut+eGUUKq/8DYhSslAMyolGi0blG+c7mq/ifFsje27OiimYatewIkwgCU\ngr8WV0ZgeR5p4/0nBMSEGYfIAUIy6VwIoJGXKPhMj+kDAK2yF7PSqBhdRcoTojnfTSGQVjjk3eFs\nahsCIZqYCIF3boMhj8jsBumO3CAC0KiUSiMAAlh96Le/57b2C/Xbry6XJirryRfvSv7rB9bn8Vrv\nLMw++KXrmzObpb3p+sLxibX2/r1VpetdHceJyaYgFx8x2KVt/J33XyUxJDixjVcR5/YDBuG99jqB\nJzD8WSXboufhFvYfWCAc+AGbppRn5sa4EgvXTCcqWc1PmjTx2Y2IgGRUKFJ+YknQsxGKHxa741NK\nCRCGrWhhVdGl1dV048uP9WeuX7m03XlpT4QfOqwalWTrm7/+9FT/ubXy5PkLmylUJyOzotFQMZv0\nckQmAnF4gNjhQw4bJDUm9qVGbhYCXxvmnULAWh1LfoGpYCN4LyCImWGeIC9hKbAYPT2BUPxENhGA\n20TGZWA2QojKRVb57JMigc1NuP5KfYbCAHQEnbdVGvclyZ0Tr5UPN0rj7e7Buz/73vNv3PdEWppt\nbS+XThxuXTnYuLB37/WtcaLylFbaJiwSaAlyGklHACZjmETEsVPeer12PHEQA4nN480/SB66icRk\nHAwc+lqUGj5pgxyQrLrEskuAowFYn/fNAw+SJo+eLOB9lRfARs2Kuxya/wrJLMNXtPW2qeqe7fId\nvRNv4BFa37x3adg4Fh+Bex47sne7m27H/er87C2VamV/tbqlKy3kcBqgNooHMcDZO8haInA3nVUn\nYtPulZ0RFgWaRXjZH4ETzjhCAPFpCeaHjj0BBqLTidz1tBpiHYlnij3XNlOTEDhhnEBjquwLtm22\nH7Ko41Rl7gSviUYgBQqHY0oPp9V2q6IHU7V2VBvUK+mJA803b+w7ubVxGFY+nlb7/eNpe291uEpq\nXAEZ+Gsk0hbnZd2DSW4gEWcy+yQwJXcodrbkImqBZp4pGE4ihZdYITUbBDqnDjiUZehna1esxchZ\naPKQIlTMb1DaM0E7O6fAArmQGLIXpAspYJxgSVfO7Vv9/B2bmFQuX22ns6oxf/vVN98f/VHlxeFE\naaba2R6nqLn4bPPBeNDvVyYBgChFpRVpQOvrF8FslTJOONAWneXcodhOS7ZkT1UjcEwsPwe80ga9\nqXJLZH19lRkOa16ucttp8M8TQPbLG6JWMlOkLGFYq4JDha63hV0FAJPVBKi9SUchmWiY4HDvSu3K\n/9motn/0Tx36xK98/Af3nFuZ3D+/VmqPjW91F86v9v7u+UpU+dBHZtO0m/Sa+xQRkI40pczuLSKy\nrLMaJclwMv0hyHJHbxQZ/yp4pOB89OKsNv/6YfQM7zJsgRNlZT6R30V0O634bQACcOqw5UYYoaSq\ngNbaIoefuie98Rep2HqVkq3IvL3AAGJETPvD4dzKi4/+/cbE//WT//TXPvabf/Vq94W1x2oPX3il\nsnn79hWaeyBajqeGdz56fXPY7aaJ2jdmdFxz0jOya9zqQST7jXgcIuNsi0WBkf2nhTRFHqbA3JJk\njQKJYAMhfWEWCACKjBbkpdAQ8fpeROv/9PIKnO2hSA6IRTtp1gGIKlgGRoSogNg2ME9qTrhB8KQ7\nAaSsibgInsn/S5mnycbIOkqpDKX43rXHP/exF8r7fu35p+/+8Nc+0eyOH+uc7d/Rf+XSnvTKB+55\nYyLdrD28OLfv5Y3Tlyv7xm99PIYBYaK03VVWuAJ7sj05RcDnl4oMBHR5vJydId13x7zLDQSOw3Dd\nZsZy/AnleF0BrAkU+ZLAloIAkkTAgugdWjKxt8iKZ+t0AAQy23rlAlkkK7I4yI2ckW8bMf+m3aTX\np17arA0+t/m37vtnv3r0lz+6evDB329uXFu6vDnRH59fRfjWZ/b9xdXNP3ti/f6zf/Op2vTlXn0s\nHnRUVbam9c8e5i54aUQBVYrnxp8Eo0whQCF/4qgVkTGQQAzYXOjQJ3DzmqFOII/YbDfCAmyshX0Q\nD66BOmlOYQMbW+OnlFl8aMHqVYzkb99mFyWCTW8CBIiwRFgejo+dbz39v914+/qRv/6Or/+b5Y/0\nGhvPfHY9enP7wGRtbuKNX/+FB3/74Ymtn7j875a2xw7Pr7avcWvmzG3xrOMIMHrdMruveeesOTzL\ngMWbJAQJckGOEtAroQHuSAw4Dyqs27VljquWMIIfmvWy7IjMIr3iqQQ/JueK5j3n2JIFkpgoj8BI\nHYxLVFL9E/GZ6vGLX9vzt/7WB6//1q/8n92/8eqlwdLM0e37b79lau/01PHqVw7+jZdPz//qpanN\n4eSNjfiD/XI17aclQju9mv0SRDnU9wmUOYQ11njvJOLcKjc7JL88A7pASbIsGHPBH6uHkGCv6wY4\nlmBP1rC+F7/v5hMJSEQ0uDrd/IB32dk8ZNyP6NVHYHI25QkAgH48HMSd7VuS6uKe+h++47364lPv\nfvdqWl58k47ce+B699XB9olGebnxT576+T8/9XKn1++8fnw86i9ipEmTCtJbrMLjCzIIB0agFWHm\n7E0MbSb7ovvmGLHkzECmGAD6uqLAwQhD5WloYpB7HUcCoChUN6UlS1Ha6gdgLTHJ8UHSuRM0jDqg\nc6k1vMc1ufYTUn19mL45vhrd/Z1q88nDh4YwfOLVGMuXXkravfbWhSPv3Bqb/+xf3rel/+5/eOMD\nOqqcu/7va0knLvd0DhZso/pnBQXPKN4l2E6CbC1QlB+HtgLemxeZlGT3raDd0KoTkDNPD1IgjRDy\nHcCAnkfQc6+TE8qImCqDdWyRWn4H3DNRkJTXkPb88Ew83uSaUkZdAlWf/KPrKx9+13T0y9XOkflz\nt82cjcavXNLzg97WwX3XO+tXNk+9fib65tfu33r4Ptq+/OJYN8a0FCGa3RUktxLETshA3sMP2TUy\nDu/k+UxICayJonBph64eiyFPQWQW5AWNAl2IEMipaLKSRVLmPRiCJPIAokrYly3yT9mRIrM341z3\nRLuZBduOkYEpkKRSAgBAlJBKsYy/1G+sTw+eWCk1XsHyM1Ftm3BhtQ3x5qAOi1eXj7ZLla3Ptb+A\nye+U37MXLkTbExVIVJxm+YIiE9QRfTzKTAm77iHWDH/BaG2BbB4z4thtUy4bEMrz5BALDdEr9IWP\nAmPpMhn4nlxeSuh4Wky+TGFZDuKaYOUTQAOlfsDEN8gIEDBl76MCAm3ZgXb2SEoIqWR8kt17W5Om\n1vXp+QbWtyZe/8qR/uTJV9WSVqXhZnW4MLVyeHu+urV88PKe/m8cWDywtdrrlj83S0sNSga1RA2M\nNgCSyQeUApBCtEkqAlOhdQJQRCnlvKjmabQ/xKBAV0FBKb5q68s8Jb4glTlIN7t3Uv4XX0MnXCW7\nRCYLwPAhQs0J3IEaYD4tuKQNM+HtaKy9VSp31svd4edfqG6kqtzuVYad2Y1Glw5fm8Ttjno0eSqa\ni75ZqlWvNfvJVnejH0HDqEOuEUaPNOh+ACNJ6ySCgkOxhaDBUoSYD2HcAYM3hLEGctY+N2qKUFJy\n+bd/Grl92VOVzNjICg63cY2NZRjNjpFNA0pudNBnHXgRgS10jdVk0Feqd+3QteGLK2Xd08s31kql\n0kIl+dkDf+/uD/5y810Xzr/znl+8Up+OqXejTao8jAeD2XiQIGkyiofNQbWDEM+XG6eygzY9K5iE\nTBq2FTGjAJn9MpoqciXQozJoW/Bb0qcV+QwvaF9eMTkfSOCzIVuPBl+bBDFgYtWB2gYO5rvlRrI6\n9dA3cVBa6ty9Z0N96vj8ayfHp8rj6rc/U/nwpSudCV09sFRrdFNVwdmFQYS88E5CC1Y7MSmbFEBG\n+LfZb67gKGAmAGOIZjwKquDpEAb5GUB0njIXtjTpLZolqBRz4Ii/VQ6CL+Qlu1XqRFR8hC8xmaAj\nPRTDO19y6op5n7bTaIIGU/XS8CjCHc3T6VLaGq9cXU6+f/L1d9W3fuL512uPPhCd+0pzoq7qHZps\nYopKdWolNAelICorRYmT2XAHrETjb1QFkTVRsHz9R/qdz7AKTVf5J+TDRXxd+hH+KNppz9f4bV9E\nN7WZW2GmH9gxjGrVD5gKheGwHK8Nmum1/ldrveszv4H1I5Mb7a2Zc/jzm888dl29cyMe+/DJs29c\nr763vHpW12+krTtXLq0uxlpp3gXCUB/zdPEBF/SCAJy+npsEq+kxwUaMJZKx4Pi3fd469IMxFY89\neIDJlbJ1+r3xMYkfNB4XTgMAiR16OKcs1iAUo4Bxkkt7bEBirQNdXameGoP7jnzj0qJW9I1HH50b\nXCzPjp/qvLa8thzfMnzxgR/81488e8fk8OST1/eenbv/sbUq0jCGyPBsQVq7QwHbCkF8VnBV0L1g\nEmx0mc3wnURrFrxvrSgg4sXVAABgttAK68pGwUj6aEnMm350oLcb7Kl875E5rkUKY3jCgHDQoonv\nP9rfPLtxeN9rK6eeesdPx/pfv/GvKoPbP7B05vSZC+/6yQbeGx/+kRl4/Vwvae/98JXnG+1qqiCC\nSPsdYagFVOxNAgGA3Rc+BuTsQLs2xyCRYrnmbSKeAaCwUhC5LfaDQ3h+1W30J91hoCsErWWa3QLA\nUVOKaGSciQ14ssJVimZwCBiRnQyGNCd3IZBJW0qlg2p9tq2jcqp1SsPSSxcnn7z4X3/gnZ87PrGx\nf/EP2lFtXy+6+FtJ97X9V6+9Pn/bleEnrv/q+9fKezfXH/7R33j2JF6rlpbmumU1jIZRJRmqyMQp\ntFmTjVGgChMARd6MEADgCQU8fHKjKPjMFzMD2hwxXUQvgR6YAy4CpEoBMTRFvS5q02IQmp0nVMEz\n/m9hW8AoadwbxO8FGGn6PSyrKMVu3Noq68FGdOCDy3/4MfX4ew5cfrP5cvpw//wP3PnNN2709545\nrfV4Q1+6np5c7j7wtn91+ODdT8z3Z0ure964MbanutnskRqmJeCcCutn9OBiFU8CsXUQ8ASaVGU+\naM2qS8zHdsjCNtgvphIDAXXmAX8CiiYBwOwShuBWx46aeI1Kgd59EtzzRgFJwM4KQkbfRgDA6loN\nh2oQReNrt/2589/qHNj//GrSOhAtdCcarbVtNVi7ffBcuX77jFpZLM10569PDiZWx5amWlvn9q0d\n749d3Tw999wgiYcKCDBVJq3HxS+yMLEKjEHkrBc17NyOwsBwZTfb2YDN7oU5iGkK7bfRz0vCM+Zk\nRTi/TNTi9ZMjJZl7ZtUtHLTK1QT1eLfRXnzkQ/rWX/rmi8/+0L59H/rBT7de7v+ttS9fPX//337x\nUx+65ZieX3pt/4PP/9KxjX94+F9+5q7Sz3f++fWJf3D/35x45M/DX3+q0lVKEWKUkj1aNegXCdCM\n7DYnAiFQ7KnWCBDmXe+kXjrWsTPcd6pDIVIOK3eoC8XbpDlI7L/oKWXE+kSwAgYLkEoa7EOvV04r\nuHxkrf3tx6/VS596sUnfHJa+cs/lM++48we+vPW3X/vj1tzh1ebM3ue+XP7C4787BY+fHiw/+fSL\nX4qHn+288Kf3frL3xqAxiJVOASMwSYG2EQqaE4ZoTh7VCIi3OC6MCMG5CORU03yRPCCzEyLJc4Xs\nqIh9MJCICJUI7tRO7KhGjSubKKxTGC9mnhPeq0HZ7Az/OcsmCaKkrLEMq9UKrKX12bOzt22Wl9bS\nejmu3vK3n/23f/v5bxxNf/qua7cnv/ji7PqZH51+4s3oSmO+tNqauTBeWn4IXmgMqhuNklKQJrEJ\nW8rW34FqigwPAgBKwJxfgKfQ787uyqiDsEEtI/S0J9q9R7iMnAQkInKn6hXxbPDeTV2z4NOgADs7\nCfLT5pz4yrk3ahqWSv3e+Nq0Olxem4CJy9VOGpcq7e3mRrmyqe+bOHtL5eXx7ge7N77n6kuNczB/\nCImeqjdoa2yiE6drswuo61OVV7ppUm5FujQEQ6+mfmegi9YswNHALoNTLJgBIGvOFySABhBme9BO\nAgXY6L0aeYDyIYsARKCUOHLEzT1qEoJF5bjTJJhNbzWYbIQUxP2Y6yMCAJS6aVWX39FpH35P780H\nW1vJ+okrF6NzcCRSjUq82N+cbDfTV5trpT51tR7uKW2N9RuTexZLFVgdzC7OznWr6/1DEwuL1y+s\n60G3ZJYIk1asH9qdCURFtv01I40RbIqq9fNh0Es7PCvTfdCIVSFix5xUJkaHSYcip4WCzxb4nDTt\najOoocAEcMzmwYZdERFFnCUGARwz1juYGgBkbQXavah5mCBrWs0FhCHU4o0Tf+dLzy19YutH9n9p\n/+SwNr4FzcHhtRW8du/Jxdk956cvv1Lq7B+7mh6+9q6ja6365x9ZuHiodO49k5frcBBI343H9eKl\n2b/w2pfXS6g0EYGKUjSpYBqNBhlxJA3JS63S5gDUXK7mCJ68g7oqt627kCeM8/Z3r1vuicXhaNaL\nchJrE6PrCucHKXMRxa0QvhlrIDgAG8OrW5da+789nlaPnflKtTY1+8IzYzdubXx5/5WzR19eqdFG\nstnobvTOn90bXcQbV25sPzT3+ivrw498/UZ0cez4J760dtdHr65hSQ8xQgQtCQvWryiFbPCfgFC7\n06VuXhqMAoBcRrZDFDO6/JM77rVjEyWQjR5btSE5awJmlKOC78TpHZJapIJcEObWiJBqUqWTvYXN\nydLGmy+8eajaba+0K0vrq8vbezo0uHS9tFK6UlJadzbw8hKtnrmE6cT5q2Pzb3v5d9a2x+lCN1k4\nob/cP/ru7te3JtJIKSXTLV0Al7RDsmLHhCsJOSs7lMmF8BU8zyi+mHnEG75WvnD06h5JUZmbZgd/\n2XTCatiebC6uwfXCoCBK+C0kCleiBFPas7Z1HL8Rd762CrXlp15YH18d/tH5flz7drJZGbavb6cp\nbKo0GfSXV7ZLg/Tpa9v99devvjGl1r7yuKLSgS7eOVn9L988GK9Cg4zLAoEIPKwHnnkLNhaGLtvN\n5irKhez4zJRa578dp/vNf2bkLgfT1kViqeeqljgDgCRbkjW1wCb9SR9MKME7LtLrRCDP5LxbABcK\nySMGYFwGHH7p5c1aM8Jr49VVGGz1NmliY0DX0ie+MdD98mJFA6VJjSrNhcVGRPS1DSxNDAetEkYX\nabscP/+fz6Xv+urXxsvrtXKa8rbHBsqSnG3Hz5PCDlLSccaK3ElPDQkhq8RI9NPMgpLtN8NHdpYJ\nAA7nAUQAEFM2Mm9y012AKcF1ayh7lz064Nx6gASgPx59Z+nLp2vYridDnFrvNHu6v7JZvR5Vq5VO\nUu2MdQnqXdquN9e3cXMwuaoA9PL6QGOTNEbtwafh/WOvqMn1tFRZNzuYEKfsknbAZceC6YvmWKjS\n5PINLSh2BFQAtJw2aeNiO4BqVPE0YmKUR0MF5jZjMx8emUnRLKAEsPSFYYjLTiZXGKXtw7dUT828\neRngUENPzWzUjsfjhzYrczV9qLZYraWwDWnaHgKqaDDo1Kv98nhzFVdXGpXm4PlutZccxB9+5Bff\njHtxs78ZGW1IVDILXpu0g7yTCju/48JFXaOAtLt6ZMeIdmP+YOxO192xBqcQyba6NpUIQy9oYTX5\nWlHovSBRCoblKD4w3R2Mr9AtC5PHDiT7+4srC0c/+MzEzPy173lmWVeT6Y1Se6BrcVpSY+V+pVM7\nPl+tN1fS6ka9vH3wTlzY6n7gue/Ua4nqVKMyUWpZCwHpzA5tisA68DUSxaJ5R7K+lf94RTKSnFqa\nBY+1D0xJ2dkf2yHKqhVEk9vkbAW3coVMLrXU4bEaxnbAiPOYZAdW0qSsC8y8aWwT5PezG5wjReYr\nyrppDeJRQAAEinWvVv3W9Nbe7ct3v/qZo39x7Gw69oWF5Mbk2pnB0mvtmKAydUuUXH1x8Zb3tRfL\nr09tw/YrU7dudn9q8p9fS//yu7/aPv6fn7iz9K9UeZDENa0GnEmIbDSZhYEIqTGTxYNAJieLMFbo\nEh5ktjhrDkQbySPXiBJwJ/PejsRjtFkM2YQjTYf0KHLLWygSLnrwPzw6kkxhEXaYsa0BAGDQKK88\n9nT37uXuntev3L73Ui89q++5Mmhfnu5Xxiqp7qvpeKWbpie3xh+Pbt3uH0naZYTXKlPbz9feWa2p\nk8v3HJjZ+kfnW6hJu7iF7PZnnb5otTQfAopiPlUD7aiztMxpNMWuBE8IWg8QCIx2nTmGGJH/25tK\nNzmmbnJ5RBzJBZB1PK4x11U5G5q8CAsCr1nzEKYyjGhtZTgxsd0+NP7nksHp9YMb5/aeuvjm3Pbm\nQ/HjPZXSwhpBc6a/J1pabJcSvLXyyvRgq3Nt77thee2/fGDyajIVvznBiA5WiJleksWajIjk/EKM\nxbNh7WjWcYzFpUD56LZbycvpXV6w2lvwtKVI7ykgBM639vEZ/UnAUCyb/D67PsXL8kaz6Zr8jjpp\n1IqXzt63b22yPLjx8h89tN1aHOBDeqVFU4NeWtrY7KazupEu9/fMLSzWz6UP6pfKY2n/hffC+tET\nj39m7bm7bz/bigcp59YGHioSx5hoRx5rN8nncWqGIGMyfTQEnE/Q+W9fMphRxCykw8YRYB4ny2Rc\nTg5aIUHeO263DoVO5oTWylDFulet0xuq/rkPr+1dePVDuFqZOl+FtWFNvbzRSDpbuqw7qrZvONib\nXKpFcdyZaquZp5dmX92e/r5HX7mydcfE8OsTWkdKBKuxzUlJUyO0fiAwZ+qQCF706YbtMrJXbgak\ngd1kwFBgHFnAWnT27b/iR93MCG4YWiW7YZ62qyalpGbbSDlI0jMKKdiHmjBuUBuq3fXJ+i1q+9RH\nLyfTrbmTz9Y/2EhvS1QpqUAVblzfuLY2m56LD45D0h50bqTbrTuG6uTLX28sd+440/l4rECTQkTg\nLTe0twWs6bEYxXb9kFkhYfaOQGWP382C2/kfs9cztgVhWAo2LckWzbGXrBUuxc0Lp8Cb7Sf9bpJd\n4ajdGZpSv925EsxWb2a+tDbLIr22YahqJTWIpg/dg6+dKX84eWZLv379VPmOuV4z1km0d7zeqk40\ncGO5txndeaRU3piLoBk9dHy7P7G/v/n8LR9KhidnlyMEPsVVRk8soS2yaC+DHNgXALHpK4qUI5Hl\nloTQsuHdC4asRAToyMIGcihT/QRhV5FRPf38Ku8WfzNu1nARBoAx1zTYo71AGnHa4HAIcU1vHZm8\nogZ3qzcevbBVnr5wUl3eu335Wjeq7e0MqqVET84tlObaTTzQv3xifP3cVNo/VJ0/TK+u31Kf6T1e\nV3FiDu8SXuQGxdDM6S5mJHHECpA9eIEfUCRuDgQURcNBjLkU8bovgshMuLHLkSBFY2gJO2OrAgF4\nuRNYQy5QgngXY+I+AABBwjEKuz8Sr9OJQBwb5h9FgIDKOAPY10TgwqcJmjN9lE3u1mZ3XowAoEsd\nwsvf/pkXugtHb38j2fP2jdtebM99amu8NLPSqE0mncFmP2r0hu300DA6o2vXp8qvH2tcXypdeedM\n3L6jEUepxkiDTpj4XFobstppFjxasafBLMOLZVDZksq7wIfzcMobR4bYDAMg1AII4AXnHhMpzIjM\n6VDkfzEIg6LXmMkiUn4vKfzztCkC0Kj5VWVtHatC2bzKbJiDAGCczqxe/86zi0df1vO9G3svrm1f\naG7US6vj1/bTZq0bL1T723GqVdLV3eVxdXlxY3Xr0attdR5KT4yNr0cppj0NKk5NKjaP3+QLYjY6\nBo7m8Vark4QASZmziUahGMnN6ncXXiEk1KwNAPE2H5ozKTyXm/1EH24cIQ3ngyI0ISenK1EQg9Cs\nG9ld5UHsCBm8+WF24ERMnInAEQlrToEC4g23CUDj4PTUSz/zu92H/vidWwu3PXP8wOMxaEzLNEzK\nc0uV+qaGXnnYhcn6wsSgPzEcjq3cc74399q+icuz3Wpf6cRY7qa1AXeFNwgGbdBUTEezVgo5DbIo\nGTpYgwpkg+wOd2RPWTLxajKJFxLKI1YGNLjkJgsvW5fBSWlGwC6LLby3CnNS3aeBscymApmPMLaG\nICO1Dl8eq6HjdM/tav++zeh9X3vg29sPfOEO7I/flV6uNuYPLCX1UrnegrGoW65vlA5e3du8sKf7\nnkvbk/13NwZ/7l995MLKo5/dimsIESWW41j9lPtgBBRfdEwY8DbGNB8Q9tML9cuiTDR1iwJMslW7\nRlDOuOZIN1N95Prh0QADwwPukKEaoUIgl61NPiaDLPYj2RiR3IpTsvoFAOsUfHIWeq3KN2UpARSg\nptrk9v+4vHX7J49M/+b3rG499K0PPXfhp77yzOF2o1veqIytznQpbQx7tU5NtXFf58Kdw/X6+rui\nK+mJ6e2n960cWftWDZKSHprumfAymTRRQwoJACDvj0xguAoqhzS5okS2mMH5Cyy01qlOU97EV2ut\nKU1Jk5bsBl+l9VVH1pOdvsZfsm2zo1fCkpb7uz4Q+H/uiHqz6MI3WIL5RwnphE5vBOMenKLpC/Wx\nl39k6YVHtg4cu/jAU3Ts2F1zvV6aDsspthJoxboW90vdG5Xtsdu3hxsNdaC93rj2xWH3luHgr33f\ncHuj3U6VbF9ESiGgxHcNcyYS/uq6hrIPlCOOsPcoZoc5zF5TqtNU81bHFryyeQbDk3cVEJ7kH1JN\nATS1+S56vkTMZIsK4UdSLYgvyOK9nTQ2gXg7HmOoqIzOzKo7xx08UcRGCZUmPlI6p/rPdJcOX7v8\n8nLcSjf//hdW9S2dmQFCZ7w3ABgOCRGObu+hl2Yunpoe7H1hem/t73z7wPGzrV+5dnxuaryMqNnh\nzkMFsXe0ZH/YdoViRwlmAvHR8IodZkfsxSQFxt3Em+OAMqdb27cRTbKTBoCyXGWmYtUEcL8turJ2\nJCqFyK9AtUOneVkFyWo9jv0YpuZc2Ao0ep1AJ5hJKZWmrUF3vLWtFzeOdgaVZYyaW9XxeHM4rE8s\npVGJ6t3mMO1BfXu8Pyj3u1PjSxutbSwntcmt4Xi6pNTRzWGkI6UTVAigKUq1JkSIxLXNKqrmvqcI\n5pzXW0SbNiDm/aw9IDFSR/ZnoIGyRs5xBGNQEKWGTyMDxZwX7N4Rp5tmKySJFKWkIokHuAaM/4p1\nGdNFdNuWASPc0GztIzIdYhPgUykqs0oAQQGaXRnN+56IAQA1qCVUWTs+9e0f/LHbBost2v6xj72/\nr+C1U9d/u/P93bPddu3YEPVK0lcTSH3YBMTb8Mzle+fmx/fdPvadT/34uSQ59I5nP92LtsvUaw2M\nXkEJAZnDU0zRYM6rCxQQ9JbQitMbBWN9yihQ9r1sIOf/9sJJ9jkR7CgNW83E2uHIvrhcG0AgZ/pk\nCoXPeZeD1aBEZJPPMn30SqdOSR0rx25f/At7NtuXr3Tv+uHT6/3h3snq/U8/OXFsuaWpEpWStArD\nqNodII3NXN9/unLm+3Rphpp4z5kH7m0eLl+9r/P8xVKc1hMhSuXO6AUwnIM8tdOeyhfL6IXmAdxx\nhTLawsxrlD0OGeihBxM9hYY3NLAeXTsNluCMvpBKiz6rAtRIPj/EAJIGRxDRzFaQqw1GGiqlRQRQ\nFsVMqVX1kNpp6bG37Sl//rXvtKiMl79RfWARO++976k/qJWg1NtI4+GwWuklU904qg42r23ve/t3\n4sXnL9T2Ru848V/esbn46tW9B9L5NBrGg0hUVCPNLNhJeLuFg+ltLCDxVOeiqIA97j1bsrpwdgpQ\nTBPtT6ydeo7SEJr9gMNqDBjd7LKebVFJnNfWJCQ38zxVgiN2+J4Ict3dinAwbNLgkcHyR27f2z86\nt9U/PHG8vvcrz53bf3y9S9W4hbUo7Vd6Ww3dSGl7/P1nXvno1jfu+4kzF/YB0d3Ndqv1cTr/3jdf\niClhW8D4a5n9MDNGUeoDWo49PqBNakCAi9lx+VNj14vmFHq7PsL8krBbzolhwGlys1CyQZytoljb\nYRpC3ncDAVDyX0QxtSTiky2BQnHU0w5p/mmiI8SJ5j5947X9txz7wvr+2TeG9x4anH+jCbStaTzF\nuJOW0+1yFCVxPBhfW95fu4a1+de2Dx6cX47u7p/H88fXrh+//5nn0koqR36RPRXVIra2X33lRFZJ\n2RuZOZD6KNRcnc3lNHR7EQEBjbaJ7GwS14k8ynq6S8e2UQK/mI3jPK1WOuPUA1ZaQTRTFewoafx+\n1sDxoBGUaLJGcVStb3SW9rw8f9u796tk8pH7S5//UlWdT+bmSpOtahkxLrXqY9O1iagEk3qhrJI9\nl2bOfYXuPjo8snAymZ95+nON8u1jwzRGsROkRW03hZOxS/eMOekoQQxdwU83AcXBeiEENyuizYNH\nBWBzoD2xI3eJkZoFtofBAm3SqJ02JhMPwHukGj5vlVNOlbTvK9GkrO+3WCZojUpVGt3xzbPl1mOP\n7B1/ofvQnmeWy1MT7c3Wm+2x5ajTH1RIq8GW7jfWasOD6zixEs1erZxY+NZdd+vG5sLtBxcOn9he\n3d/sJpHNOvcnHYEpEZ1ERKZysfyt6sL4HrJlKsIfuen/cFDyuBhm7qHFXYaillRHv0FXtGuHGY/R\nfe0YPWs+IChlTpFDADHeiocRdaiUYHR1H7z63PnuE3OLv5zsf+yrON4rjTWWr5dQN+rliclqdXYq\n1mlZTY8fHmK60BxfW07quh3PlL7++8N+9cii7jYpquqUKUGLDWUm2ogDdAgq5iunxlv72LOIIORb\ndu8tEOZrQJKy+AvO7kSrf7Eqah73GRKBOF7dQh3Zd0iKtsulyfwytq45LQEQ+cxo0qiItBKpQjG7\nRwDMWnIOG1qZ4K9QRSRMx9cIJxoXP1R5eHFhYu/5+Ufe9vjF+uSzKr680SLqtNYhwh7AFsT9Sd1e\nLU9N6O3K8l3/dWFqmwaP7ztSn076SWdiWNuKe9UeIGiMeLWU4iw7haBSIiKzE77V8RSgnCTCPWIp\n7Dao8bDKqvNhYXYs28fkNA+/SIqwYLXHvywxFhej36C4ReWoEWnddtw8PbSuSvOIspUUFqostgbl\nicPL5bgSV2dnyu87cRwvt5brvfUrq71+Whvwbqsq6usG9ZaTR5srUfqtKq0n5cEZHBz/2Xq0cig9\nd7WUHl/q16lPCrTWWgHZE0b8NZJOC5T+eUFb5juO9bKiJTK5SHiKuLbS1vedidB2Qt09o5w7Sfgd\niSojk2Z3hzE9RADevIXYJ2UqlIORxBHFG45aNii+Jww6wmDRAIMSTffvhSFtL+oHH52bwOUbR+/d\nn0CrvVqlKIK4FCkgolQnlaTXSlYXp6G6d2kw3VOVuI2TY/jV6j3j21/burL5geNdPdAASOZMPTMF\n7NU2nNQdXiGdix37JxDBBk4ae9onOgHnT4L3xb8rECAIF4X4IhvBz6vxuOWINnhmuUP+ag+NskM8\ny2j2JXm1OezKfR3WOmp45NmV52aOHDoxfXnpbPn89vfOf3OturqoE6gmRh9G0og4HKZp9erhaney\nmkz24tXNsaNHN78D242xvX/pwp7bDr703FjcV4ppx7Jt5PhaoEJL7+JgwGZTQLKmXbgtZiGLCZgK\njXrG1WF/U/4ZmQZrJ8g9iUchIuhAt5J6CfiwGKMvRdwXEhZqmZdrjTurAMrDseWZjRvw5Yf/zF2d\n1RvPjh9/+fzMXel1mI6jcocgYdIhrOo4Suq0VZ0+TxORHtTj0smT4xfe3nzllUP3HLoyaOqpJq5X\neFGa8A67c0WmF3arHYtlcgQUGCWJAvCBrBEo4NvZ/Mc8+ANm6CGmWdHOKI2+gyfXhDkzHhW4AA3I\nRBCAohT4dHUC0GgOPROno5VFrhsslRQgIEXDUgMX9Z+ZPH40vfjs8GBraf7I5w+efO+3KOqP6c0K\nW5NIWg1KUa82SOOG2tg7l1CnhZNw5jLtn2/Urp78YFs/e27QrCvSmlxYHtDo0ZYSAmCRF3lUHkYL\nG/UhgqI65YqVqNm6g4EzMBDALhp3YXzjteaMFQzrACfAtNuWFQznsT4oGxRhUaQVEmq7szFPpa1P\nXGcGJFTapvG0/wFof7N75co9d325d2Wy/czgnn3fJk0lKqUKKCXAmEBpoCTd3tTl4XZ5Yunbd4x3\n+mfUpU8eeBhX2ufqD9/95oub/bHUyGLFQtlSbgEiWw+0kCaBFQb2ZXmBt8gvNP2Numk1TTtUyH7D\n8Lq9yAJrtHbE+AQ2qsH/csoLCvxZ2yCTa6GYtjSZ8ESWAzKfBtD1pe+ZP/PUgxdX95Xu+P8z99/h\nkhzXYTh6TlV1nDw3580Bi8ViFzkQBECAJERSFIMoK1uSJdmSFeyff8/2z5b8PSfps2wr25IlKpAS\nSZEiJeaAnMNiAexic7q7e3OYPNOxqs77o3vunXt3FwAtPb9X33fDTHdXd59TdXKYPKbLhwYymaWo\n/zSDlmHKLoMlTUja0pnAM3K2V93SfnP3Vm0s54zg5pKfHTBnZsb7yxUBpDRjG/I1Nog0PRAgoKR/\nAgCs1yTaKM6ti4/pdkLYtOJ7EqURoKfQbHrdhh2VMg7e6yFDAEZaI2N8s5FwHeFd60SP3rb+kIn/\no8ddSEiEkKIAATgmET987cUpxWCi9VsskA990pf9AxPUh1e+eeMdnUZxiD27VBvT1CEUlBYEQtLA\nNOtkF8m06os7z3QqXvvcllFz5J+PP7BtaNvOE//PqXqWL6PFYsaixJLSq8+mzV5SiDBNwNKctbda\nge94rBssu5+/m4t5Uk/wWqJRz7jec3ZvyqiLuFS1vHYkJupNpgtfwd3y9D/5gWCPKUJz29KtOf+g\nbNlji6dnyLQI1dotEpHCWOk7N8y83JZ+Z5819IB0mf0bq+8yvbZzy00XHv0C5pQGTioxqGDX1Umw\nMV2Buq1fUHQ3+TsF3vUAcT0LZW/Ni+7cqRK5BgnNcAM3uN4zXHexdG3xqdaj06456UW4mbTCei4f\nAAAIpyEvf/xHZo4a1ljglcxXvKVBZLmRnTdNW5GOpQOpyzRVAgcWx2WttEx9e05us196fX9pdovV\nOWOqbE4XbhqbftOOQ8W1EpoQQANwgqQdI0CSLbj2OgmJZOs21L/roGuOa5+5/nvz6CpSvRbba5xy\nnQPJSu3RFgF65Iw1Y1SvdggAYSQPPWPr7D3b2YnV4Eg5aoE5+ND3DC4aQdyIrQxA1zGDiEDaWcX7\nVm1x7ttl5xjeEl0JMi95cGkuzgiarZTvyoYAGhnnXdNxV2nuhj5A98EwjdN8K2B9NwO7zGvTfGmz\niLccDIjSsEuGuLG7yUZkJMbqq+6dmrDXgp5T3oVr/TKS83oMfRtduLl48thk7UQ2j888pvsyx47n\nb92Vm/v02SUs5U3yaf1qACLyWW3I1aX64XL5xTPD905O9t3+7HBheLgygzwMDg4HJECtmxNREwEw\nznsxn65DAkjDNa+75r6L0Z1jMxI2/79+tNeW0o3Uv/bD9F61ORtn03mQvjjBhlfduMa6eE3kZMTc\n8o0lljsNS9b+Q0Y0euHU+O1b+y88trJLgheH2k4FzWQTAUA8tLC6gw32D+m+zKVvLy2v6vqhiSCo\n28OlyhwdvNngjCmlY2SIQFor1TWlpEtgjfwky5Z137w73m5nvAW56anafW3itHZs0ylAa7btq4C+\nEXqAcA0y1ZWd0t6pG+F+Ddq3eQpRv/uNrToot73sA3fWli5/4B/vvXjyiedyNGNEBgNFlERPdDda\nxI6fq0tRqOyy39iXfb2jBvdFV4rqWbevc/S4x2/vg5ijBty4DlLL9vqjUJJJB7rbZbf3Ad+KHl9/\nJEi91tdXfbn5HoTr/aje7sZvcTz1hHQtjeu2SOo9oWs+7I38s/pP3b/EFjNxDW4smnc+Yr/5+OHm\n0NaFOTskZDEkO4u01koTgeFdbJ1VUvXN75Qn89suzObx3WgP35FvH2O7x6PdRYiRI4o1zRwBiNa8\na2uPhACADLpVXtYlhw06BfacDZDav9fNRNTV8aibnK5TJwGsSe4JqwSCnrifNFobgZLobYXr/aB7\nB6XKDOteB5tUuk2IW1Pzce0jElLXT5HWOkv7nAGBRoU2RoZX5Jf+yeMj/uUHg2Dq0dZ/qVy4XDC3\nzG6/ECokjHg3RoBpZEqgrwev7O0sYWh3wnZzYHcuuPzax2/8o+w/8CtqaJ+2mJvxtakiJ9Hde2S+\nFCU6CdWEtFjBeieRtRfZ/IabsHetL6lrM9ikRdEawgh67bI9+krPnQivwcF7mvOsBxRc/awb53oL\n8WnD9cpgJIHQc756oDxvt+cGp+J5Xqp9U/Pt+dVCbp4QKF4PjiDNldaghXJO7JlnUvKxonCbK51g\ndbqIn3l4qNw4ze8YMGzgOkCmZLoQr01XaW2BX7uJBaxBb/P7bFiGCdzX3YzJGanSth45vW64Sn28\n3XIu6xhKruz+s8n0vXbdpge46pm7/1+fc298B9KMJHHdueHyA/GOvCqcGhqzfjoT9fl6UBwreBcZ\nk6BEGrZIxDUQxAixoNduNnSpPX9g4uRcYbGot5H3kXuz0tpqRLWidgNpScFk4kbQvbVm0796jU6m\nDrG3fOIe5rlRoeia83qNIuubIXWFpmSwK6/0yMjU5UTrsddX847UHIHr160tyuuNt94IjDHW6z8n\nTVpjGL1/69DsTRP2yg37B7NyZuiGMc+bmWuvzHOtSKfGWSLQoIlIYcyC5blMUDTPLzp1NumWXjnH\nBou5nIHWntyK1/j4PsfUocL1N9g4oEdVAUS8dtV4WKdgdI1jPZ+6IVvY1cXT3bNm1kl/07UdQkS9\nX7+tNEDX3twbJsDrk6s1ZpZ+ZqA4MPSH+8ydlZq196ERsVpvzOUmBqLMGWbVOyKSjDHFe+ZCAoZk\nBJfdoBEOFbfOHJsavZTbaTUuWBOacd5fiuNDTx7hRpzklGNqft/03hs+rseiXv3Gm7+mq4722hm6\na7UXBZsnWGcGuIafLrGBq00fa9Om13XZwvXQgD3XXPWsa8/b82xETALGu+e2KTbU3pt1Vudqg6vn\nswMHgjYEs8rQoNPKr4wAGCpEjYx18h1v2FgsU7TreFVyfc+e7N8UpjDDlJejs4PSDZmFkmEqEl1r\nUXSDEhB6gtKuKZtfg0Jc692xJ2dg7SvokhJINaz1vZX6yDYLZNfUK9YEry7S6OpnfadidZqVsj6Q\nM61A7ryQ+R/fGt7qigvNvtXiXeL06f7MVEk0SQFo0iwxh1PSURc0ShCNzkCWR2SP6Rm9ZXKw/w9v\nuWUrzS6ci+24QdahURUr0onipdc77qZjDSwpUN62Qcv6C/eKP2tnbAhzoA1XroOnBwxdQPYoCV3u\nfx3ha+3e1z1n/eTUbPIWx4lovZC4Ii60ArBfrQ3fWx42FqefnXdmH7u0fFLkbnSjFa2AEegkyxaA\nUCOBJhAZFazkRFEbc7PUWcqURv/wXNWcbpTxjRUlbhpsDZaRGQb4oQRumNbm5+gKaSloSGzcIgTG\nGgvE9ZBSWm+grNenQQ1A3ajbbn5aN3mE6TQSFACQGKTZW92rqfsc6TzXpHtp3NZaLPG6jtIlOsnf\nNf0jnXzdR01db/k6r0C+lmRi6rDaJ+q5wrlfPRjxxsnZY/ftmFg4HhxaPjlgjB9uWS00ArC6qXRA\nQKA5yhgi1azs/7IHrho8++bY2KO1sZktGYMV7yf+6rf/wQ1TSulI56w4koBs/eqUIuiER4JCxoA0\niQ1OGMDUzJyuTqI0iGvdo4ZrQg4AdNP0CNf8uD1BYNgTavp24zpiT9f2/nZXJ6dR+v/bXdC9T2RD\nXyxauxcLX74vDt39Ux+zpT96w4JJ0QX38POgEQnw6qeyFWB11ZlalM3+QvPp99qwt7o9Z5Vm80Ud\nl3dcmao4BjDZcDWwXsmj6/lL18NadJTYkK25eVUSJeVtegwS3QZtAL3pqOu5L72yTg/4CHrci9eR\nXmhzlAVtOm1dykgF4VQlIaA0ujhBRY9HLl0yiGtIWruagEkDAyf+/srQhYAvb6O+OPo8++jS9oWM\nme3MXR5PaoxR7ypI7ig5q/mhk+tcgvGJ81956PuP7hPCvfLq1IGst3O8cfHlM2qgLnWEiL2i0dpm\nTPlysnkRRbzxlDV1hiA1WqXMY72aPHUBkipkCArWat72xN7TGrpo7QbXGdffLtfcBmturlRWWg+v\n7b7hOgp6mdmmudAIjQ6L7Qd/r/IbtjfMIu1Wf1L5u+MRgc7S1sssYEkXc7GRfELEDQ2TyjwMhQn3\nm6WbdtoPBjyMd0wRSLIMKFunLyxHObfe7bp3jVcAgJQsAYoNiMJemKSR60nhLNi0Y9bpL1KvgkA9\n860FWtN1ELCZD1ylWW4iRj0SMQECdncpQmoX2nz9GhKS/UG9MyGA5sCd1eE34b8fWh7wA4Oa0Kn0\ny/O631/g7/WeSirM9orbCdJNKXWYs9Vgw/X27Vnd88IAbhmTxiXeH5mOF0s9cMdtXz4lI46oaAM5\n6GbZJw9BlBiz1niCSk9Yl827Zyd0vxf4mH6btsxjoGkNYN1NwHADeb4Ozb8mPnq/7WYPbT6QPOla\n3VeEdW2jBxnpK6RZmms36fbWic3IZOGNn3vk3qZzfEt82Ry8oqsvT+ae2DHlz757sJblSqfbKFm5\nKdJFILhfn5RB38Rr2979jc7U3JJj0XFq3icCFqpMtTZw8MopZumUL25+zYTvInXjdNbIZzfiM/Uu\nQFfA7+Yqb1K7qat767RoUVeU7RbupR7F8B367a7yO2xG0FV+iV6dopsN0pO6nvjpEAEZx/XGh4kn\nGhEZI+2Xpmb6YFW0TlyZOXbeH2p8+m8yD2wpZ67U5hGSAo690jQREEnNHfQLzFWry829i69a+x+5\nOMP35Q3ZWqgYMLsIN+S2WCgRCBjbwNk3vV8ipa6JqGyNG0AP7tNP2EsKugxwzWdBPdaC9YyOXvbw\nthJOVwDs3mP979uLRundUs5PQL2Rd9T7gL13QwCwVdaXo6LIPvUj4TY1DadqB6vPZ3fXdnVmzoTi\nIk8evEfPSVANnLOo0+ZNizynnsXpA6v+ZL7m7pjMdC7P7cu3R2WZ39rXEHFKNHvv27vpuzOnBUag\n23tkneel3iTWVa67Mi4AdKs+IQGJbpf1tfsk780SitHlCqm+0NUSUyClZcp4+kRdWtkL+J6512l9\n1/YFiSrHIOFVDNbSKAAg7UZFej2Gvvu9RkBkqJkyGvveuP1Ma6GY8ZGhilvb37u94K1ckhPLV7gC\nFGmmEHV9KUREsRVr+9z4128OxWwb9akHWiemPqgMJuPB2zjYYwvzk/HEvZ8eEJKIEJhaf/YEkKn3\nmaWLT3SPd5+yl3mtJaSmTGCtHmZSUxUpiRFlmwlIN1XwmgkBvaJi6nbp3gJ6CTr0Kl3XG29H5zbI\nJusicqIEQSwUE0b9tr7g9MRO2h/tClwsTXiH3b64vmPJNxgBEksZE1J3OQI4Pq+f+9C7LsbF8Yt9\nd3ynfcsALNwkyeSU437U+PPsnVLc/bfRWu5NSpu7wFxvkZscYZtZ5hrdXwfNmg8f1gzamCqzLCnP\n38svUi33mk573AiWxGN7LZ/x24ye59kI8mSFrJ22nrK30ccMiKS1Njhqe7l9+5BeevoUswv9T3wh\nHqm8eUZpM7/jNd8CxpAl1YqwW8AKERFki6yF3H12Z87orFjRPJ9Yrh5b1YTPfdnPUrC0GGaNfdk0\naRKTSBnoMqU1gLEubK/RhXYNXptBg926QADd0gQJLllPjjKub6yrpqF1uSu9lrpKZLrZNgbMXkep\n6wZUIPb0Pl67wQaTeaqn9U4K3dZfhKSZKk3vzEp3z8lY1J1TR0Rt9VyU2dnMMPNoHhEIiWmW5hp0\no8bRJCK7VZlqlJ26WZ2IVsSz01KuTvXha+e37wf77sbcds/ecUoh00gpmew+5zXkREFdWRu7EmEX\n5MnJPWQqlVoJuoJhAiikXuW4V6pel6x7gEobgZYe3xiO/TZjg7t08z17qz7Tmte5G0PfPS+R7hzu\n98/e8fqOG5vuyPJqYeRnDO/FwrZqpgo4vdBXWa+j1M33QABA8sy8FnJmVyHa9RKc2JWfFrkSHNmd\nbxYevH9XzNSB6vQYsXvOJJsw4Uk9oj1trGkG6zyBYBN+1ln5GoDSfYCw7g+mrjms9zLsme9qeXPd\nfMHWzk3pYzdINz2+XtQkGRudI3TV3JszYbry2uadkOxBBGbFLDs18p2dPCsv14dZNm+c6xt1Te3V\n3MtBxAlRg0bdAzcAIJCY8YS1Yk89269Lb47e/ELt1pl6bRylGnZcn7stMR3ajZFArMf7r4Fzw1On\nB9Z5gtZ6IzVOVr1OVIE0HDrZB5Rk/0Mql28sK7V+bWL16DFlb2IJXePJdeOMrs0Krho9IuBmnrCG\nwo0BUukxCpsFuH25blw0itHYttLcsUvFhyfP6TBqGpdZi4HWpNcgoNdUkAyPNep53VSzZiGvbq0t\nqpnLj4wcsxrVNmYMZ2B4oErW1ps2aBhdFy2t6wrpl9etNACpFNVlxevITDXpLu+mq9kodMPfCNZv\neC3Ydj9Bz02gB0vXKzoLG7g5Xh+JKZ57pLF03SQXZiHoCyaOZS6fOOkcmNQr81FUtXK1uKEpvpgR\nsaZky1M3OCW9SyhjoYOmBbzTVyXYZ50csEfaq6XclU4+bmhhl5wnj/Lx23s193SdU1pci2HaeQyI\nIM2NTCXK9Wg/ncpFbE0D7sJMr68yAko7qTHGOUOExGuU7g0AAFwH4zqou5LUGsPDHjS8g9VP3ZrM\n6QW9DvSkEjBpTesBwN24PCCtNCEHBCREFkaOs6iethojU5KsmadbO/fbX5j50cJibSF3gQUaIN0J\nSeE01VXHTUBDu6fPPJyXAcczjalvqb2dWSf3a8FeJ86BhOzo7kl0buExZ1qAgNQrhABEyLhKhkxk\nJMauKx293dgowXT1h+uMlLt3KcQm5fW6l22wR228buM53eO44axrzYvYTTAkICUtMVbfXbyRisR4\nfqc98cmn9z53+j2v1NW08A2urpoheZEYKARqnf/w+Akfs9bZ/hPixmfYme+cut0ybGiYFg2FTYth\nqS2F1hiy9C1pbYaNYxMSrguPa73+pg/Xv3Z9WxIQwsY4HFpnqHrT+RvEtWs9wea36TErIV1DAUFc\newggAGZmZ3L33dl245CBGh098dNHHxz0C8WpWviyjp2oK4h0c966AFScFMfg1P1j59uwXCvb1lxz\n6JbOqF2XuVU7L/2Cd3ZgvDWdNUI04s21Qa424awj4R0LiOlUGyTNtZ91Vrjh5SHlykltB9w8xyZB\nZ4Om3LPSr3L6bLKyrmd2Jn69q8XmhO51Q9FzLRo5PvuQjBlDYLo69gemRCbjAs1fjhVGRkrvNoeQ\ncK6RISxW0TdLdlX3x//2H/0bk0sRW0FBVfvRj079zZX75GzGrXGGWgKsJTgQXC3Obw6DvHpxbTy+\n6furYluu1n7TX4mgnGbwbToGm+T7nmsRCGDzDukV8noZb/cMXLv4qpGqNYwQENsQ6JVv3Jw3HBZK\nc+47B7aeHCjM6uPHpi8SYLwm0mC6Xbs3BELBSHiDlogXJjpnCv3H/tPQxCuxd3A3evNzExNV+il3\n/kKrnncoFlYrRSFtgtja2EiOrmG7fxsCtaY/vFXAiV5TVpAQEDc4fpLf1wwOo01PdK1noY3He1WU\n65yb7AIkxGBy+4kdd7tgKuAIhRuMoN0On215c367LIU00tD1tYdI1hGAJkTQ2IIbj5456/vYzg75\n//W2d09n4xfZodFOlmUynajQj7efbxisxXvJKtJVSaQbdsJ3ww/St8QNH6+LhnTmRGnpyWbsajGb\n83u7E2nYSG6uGpu4nO7ZKr1KYe+TJK6OBLZRlNlVdl45kGllWNxqjzeW+0+cLY8uLpl5GbFYSOjd\nUN1ON4DASDOiypVsxGzLjsVycD//+vl/Nr7Sqj05Oqkuklvnr7f3Pbjj5Fmt1HpWKm7OJE/G/7Z0\ntDZvD015i82QPv9GiK4t2evsBNgo/Gy4Lrk3dgWz61x69VcEwDRpBAIYtJ79ETjcN1YQutFefm3p\nKzcc9GrcutRUuWrE1lGakhPsunA5JwUsrp9hpzMqLp0wt7+x6+Clp81fHo8urTYVHuvfetGb6eQy\nP3r016u24feGUW54/vTvhjDIdTvPujtzc9GETRa59LsNlgLaDOju67DUWqfWzwWAlObrq1fEhnCc\n1LaFAGvFZ9fsVzppx44MQAMylVAcSioHrJmOQNoxCGQKmSYARoa/7/L0nltcZnHduVS5tbZw0tD9\nV3iUXwEMDKWcgLFYIASCacQIOOc6BJMU6sjm+uUtEgoLs2FmdnDxxg+5p568Zf/WCy3y3nCNrTUw\n+juw313JBGCHsRHnPORKcx5r0ZuvTfBOd8I19tB3JUytr9i3JC/dh7s6lHz9up7worXBIE3+SDxO\nmilimMRKbSBzVmTK2EAH45hZqFXIi0uLI1+3hm/Y2Xr9qN3/vs/Wqb5rz3wGNQBjZIfaBMZiwwHN\niBylI2IG00HR5/m5fnVxYpz7OixhxnxqoqlyX3jy3gdbyyOdqPP4/TeP2DmRbd85y0xU2ta8zbk0\npNRcyF4BA+mdIAG7p/7vjy7p7hrqrpa0NgoOm/+ui7ipUojrXwMAxDqxWJsEwJCIEXJSaMiNswAj\nYAYPIOYOUkS5bPX18oF9LDzvrQywrLUCjpct5SNVbEpmWjzWxY50RcxjlyQnyTRnmpk6LpIV0BZP\nYUu2zPEFbyxTOvfoI8PGdldfguzU/A7Vx8w90Ux9t3nwGwhMW6AKPkNy2opASKP7fimVeQc7ATdI\ne+8UG710ryvOb752w2fcbCXdeOK6rRuv0g8w6UkDiggBFWlgJCMuNu+5QEiO1RZlQ8UsJHlp262F\n1sBd/KTZjuOM1XijE+qR5ZpRmZ/THIwAAqPY0axtdOJYgCRCIYgxXYlcsTC2YFRmIy/IRxYZbe1t\nDd3C3f58wAP39lVxl92a/3+G/9mOCfusMu3I49VImzojMrqDxtoDpWD5OzPmdzJoEwqupXxRD6Y3\n6wWJaN69TveYwNP5kCFoIE6ACFxzTcSMNQ/72s5jIjBa+UdcsxJGcdiCgd0/y56yFmU/W4g61Fxq\nj90qGXqZMaMgHFFwGdWmFyG7pa7RLg25/mwz0iG4jjnl2Fcu7DCxZQwXMjBUtLxl89hryI7o0Tv7\nmqhGh01DH50YUmrL/32muuSb9va6rVzzuWOx2RPphenawqmel+ldmhsYc49Kux6ntBFQPRNv0JpT\n/QDWyTpehQSenr557p4A4u7E6+f13DhmDEkDidQuYcaSGVzGRvoA3Ttz0s7MPf+t7C2qVjVuSlUY\nMs1wtT6uz4y4zY7ZxydryyuVrOORUxSj4+35leWlqjkyq3P9Y9vtyuH5JgTgmFtuHl2Sr6mgYlbk\nwa2YH8HqzHk/HGvlC9w6iOqJYlQw27EBcriUq+Hy6tZM4+Le4WHn1/6KZZRUG97r78ITrqdJX3sk\nO0GnvptraN8E8BbkaF2hB6B1aWtNxGMAxJCFjCGQhhBRkqGVkZ6/zjts1IY/99qR1XpcDOr77nuj\nskNYlXuzzeoyK99wRZUHts9+4zB4ISuE+W3xo9JdMftPKMasvpK/oGvaiLmDJ0+UvUvtVdz1QN/T\nX3MKhb5aSwedH/hh4PyNJ3Y1Tt7yqfse8q1FKauTQ298Ztmwn56X/2zvxZn6c1EfSW2uLeAUiO+E\nJ/ydmPKGsabtbARiV/W7HkKphyMQQBKG07ujiLRGDq7gqIkgyvAgNrgbbH4TpvxC7lL9+NnAj4Ts\nzJ173zC34I2p8ssXdj6c9YOzl+KJ+5rP7/Dbkaro1eyvLP223Nuqm9gMq9lWNR+Zss0imDPnfnB6\n8n03/FaFZ5eXoF1c8nJiMe5bPt6Mszcuzuz42WJmIli4Mz5aKzK2VOZCWe+rvra31TFYG7VcrxuR\nLMpuvaPrKlrY3TVJpB3rvjhfU7V6qfM1JJuez+ui2Uby1C0Xv6Fc2sZnSP8mfQIIYENMFkPGAHTU\nxlCizLQH5+1OKTZMDgyAIarEAYWRML2OFe58tVXMnwulyHzz4J2zWSZBf+QDDjdOHWmFs+2hyqBW\nlI9hMnvh7Ht/+usLhQlc/tgRNb7vNwsFY3pgqnP+NnO+uKO988frX9hX1wGKsq37Wnbt9y86Xj87\nu/PDtW39on3h+X7vy7UHRm9eGNbDjv72auSrQCszTPq+9cKlG4H3tlSFrg3bv5fxXekcaxesrxse\nByhA0bbbG5kXHnjqFz5/yxtT+ZNvOJKANFFXHCFHEyKh2woCJ2cJVDcuf3qhWF449+Fxy6JgMKu3\nhufqqlidyZcvKC33/d5vTmaby/1KTYPYrmXFafnhbNtb9IYvH+1Md1650oqZCstFq76YcU5kt52d\nmytfnOBf/Ug13vZXQ3+04u4xL8x1lgtxM39qTxlMV4NkG2GIlCJh41r+Pz++OyRcLS1rwTn3I+Ec\naExcrLKh3PDHs3b8khCAsFZmCADiWFhZUzZWlCUlZutN4w3zYOWwzn1pz0z5Ln4q7NTkgUOPPT+5\n5+R2btOgNblSbccuhvK45YiW4ufiQi0yBlsfeaq42N/8tVIx4JGVN4byC34mb/zoHP/wK8tXvr3s\nf3ZxapX/4F8+vxWbZ1oDuijPP2DzS1tMiABFsN4Nq8sTug6L6yFhY47D2wPu7wOZm5n+BoPfNUbk\noI4C3v/B+Fbrx3618dEH/k1kBkINt9LSh12Sy01uWJm+vrxhtjvhUFgcWR5v+7n/tHy6VJ+eVkud\n8RvuzOWO49YDb/iZxT5FVsbTVlZn2trdnXXLu83X/6P/2+z83p96UUdkK8NY7ddNdziTjVkT0dxV\ntq9E3p7zd97N57/+wZfP7K/x/sqs4V/aY0RNjTazlGFgZKzB9LvVE2hTfNHf53inc24gndTTJxSl\n5PnBXfxPKuMr0hq9nNE/9+yqsegCdSPEAQAgMuMgkPnS2Ewt0I3VcuUQa2556WBUfL3kDB7If2r2\nVvzSiZuq2bl//K5/+HNCb9cvrbp2LEMjtMIdpq22j7z++Hg+GL34HwojruJYbCKZYGGpoHPg1P7D\n/hn93K4brZHGhfMLo9UvsAefsUosEAa7EipWNVjs8KBjaLNHYEACwG5d1Osu4J7ViBtPTBjz2+2I\ndwLg70rcvcZJTDOTs3CxUFmcyxoq07bsA/iXOu8QKaU0pDwBhakobp2b67jNKO+eLrRz1RvP7fzm\n5NM3LHzjTmd1YUTJ5tEzhab+47O/6bf25Veko2u2JZmw/IGpOf/bBn6pWLq4m3Y2m5YnsmCVCBzq\nG2h3+mqhfvzV/hlrzJmbf/XxyzfFtUOPv3D5plqt2dI8g8tboBLONVheatggtCGlxWnfCQnphlf/\nf2MnrD1Q917Xe4broEkRgzCYOfFEluUc1r6cd5s/aXLDD5Ex5AaL07lVHJmqdhneCFBn97Yj54bH\n4Jaq9W/yY8OT7InzFju0LZCeiAaWcSHP4M6TYZwzbRn6psfknhe0Whi8eflyhs1Yj6gIyo1S4GVU\ndOkntgfMDKJMeckXsXf3q7z/vD/V1xihw/aerVnD53ETaPno4j3vqT8X61iIaP2FAADeXkT9/8ex\nXkQmGRYRWnYuau3a+upKPNwSER+o9bf7FABoUrrL9zhjwh5778TTLSYXdlBc+Jv2me1HLtvya4Vz\ni0Hg60A2BlSFpjMrU+eY3HJZc0MBc0xj1b1in7atMV6ncn42/8QvfTXntPr9Egg1NB/gbKcWZeuQ\nC1T7XN/Cl41w9I9KYvuMOXdZnll2IIr1lTOFTPCeV7/G3binHF1XT0hsDER83W+wYSFuMles+XCo\nR4W4JonoamCpUpVWWt4IzF6NC9YbAF1vQaz7FxCgp4oAaUMpCsDYcuMJzHsDns4pu4VtxpN2oDyp\nTkuxCb63a/ZkuVEOxfmCg8VB83yr2efKxthQRXP5Brj9lX7OGtnOMFT+9jQzFIsMR6yM+Je/Ou2w\nxrAvrSt82+LXptum36AwNgNe/KQ2di7ly9WsX84v+t9pDhbALFDu4mRmYB5uGG6Q7rMuvCsXw9Hc\n1iAEI0jKrVEKGwScBAQiAt5jI3or8kTrP2tuv+vUsrg+EtZM01eZVt8SCZuVvbWhDaUpAA4eR6Vc\nKW2lbaWzafEGppOYNGkw5f9i1mpDpjEWnb9tfmgkOr9aZu3icntwotFsXbLNoY40r8RlfbFUj2HR\nCA2CjOvj5IpdNC81HWXlK2ri5LDXdtvKMBTUi3Fm27kdVtTxBsZCF6czNFXaYj/TumGs2je3NDHK\n25lL1ZGWZTY7zuJf+4ZveSb0tpugNCo79d/1CoHXp88Jtta3wVuPax3fYLagq+/1XUpLqUEPtbOi\nhXHThSAvWQiubDMiQLa+GAwyOy7N+5P7nneylxb03fWVZnxhzPSLip7Z54Iz4i2sRmVnuFoNV7nB\nPUN3MqZhIbQviSknf1kv5ccG7ErN8huFJjkCQkNI5db9y5nIGy4pPLsY3bpr6tSpK0s/UlMZeXTF\nbk1sW/7G7lvnz2ztnEQRxq40LOhZfwQAYj3FMjHrXDfD5nqgTcszX0+2v97YaP35u45knqiYWQnd\nidm2JQCNxJG8FpWHAEyrZp8TvDhrnn9XX6X6+O7ZLxk/+p2/HRVHR+/+wsVbH3xpJDzfNAcrP6QO\nx+K8uNdbikVAWdnu8Et7Dzx7akGHA8PUqfD2zcckxnEm11Ii9vOWtSgMnhMr7Qv1rGEX6Uvzd009\nalbmph+CP7t76tRLdzjxTDx3Zs+qZhKkWq9lkSzoqxwf1/G/9JICutZavYZJuwc81zz9700WwNTd\nEPCmK17Y6mnQMlLCWDuaOvNCQjYwvufihefaSzDAX/tc5exkhZ1oicXgnhiihVPtMMpy8mZZGwfr\n7TiILLMhIfaZ2d853ayFOaM/mFkJs54dhlnRDvrtNjphyxOO4NJfXPWNfrh4fAxlJj7/TNlrtV1d\nOVKcoc7XvPjk4mDfcRIRI95rlgcAEJvzqrr/Xo804CYUpRH4V9Wve0sIr/OEv6eRrAsRG2h2Ksh1\nIGPtJj6enm3tIDeN05n5XL3+XHx/+fRzlInbmAHPrR9VpfnpZeHa3OuwSwKsSmwutwBjxKClXZ+C\n6UXbgU5j+bI2fB6jqucMXfENxbEGCrX05mm1gI3s8JkXBjNy8c2OmSnqVnbE/7Z0mq8ExXZzDFaJ\nRZwx1WP8JAAUSe/rta4qtIFewzUAhWsnbeAJ75QMbTr37auBvIN5unAmylbDYb9Y85RraxVayDDt\nAwwICL5BatxbEHUh294lU1iVbK2xBCu5YOmy2+4YHLXHo7hV0eiuUEFFECpgSKR0mGEL2UwcaS2k\nIqHMKA6CXBBmVaxIByYZTgyM+xDVDNepSnlY2DXfaLU6BaVYO2oq06lY2kCuk6ojyTMlKzotR0ob\nSMxbwaWbbH719++s8NPV9/j7qE+cLiCxkrdlrb5/hBMCE0m9/fXWl6YIguFM1RHVsuKN47BS83Mn\nZQZblpj3RdGiMAyk4RQNi0LDlhJi7jJRLNua9XVqww7jJldMoKld5buExkg+UIw4RKSl8jUD6IdL\nVX4lY1UuZyLhyLMLplfLRCdaLpARn9ckDRQGsrTVSwrNnjx+QICktfr6al7vhNRNVFjLNV4vNMW6\n+b1E61Wt0nOQc5bk6UFaCQsRuykLAGmSfJqZvDbnW+QmdE9Clj48IotQG2YYmUIUmWQfbA/lBRkG\nAWipFRFqZKiV1ACGvXijqeJyzYpjl5f2xs0VbPJix92qZMsX0rI01n2mpTK5MjzDCsAOKzWGYSZT\nj8I2ZkBVGcQqBmYw4ChRGSpyIxEKrSzCFW9E53W1te8DYUu65Hq+Nlf4j5Lp66aPmQg0UjdpFbt5\nnL2V9d9utV1PhXiHVRN6MLXpojSF86odcVUOUJJmQwDdnKPkXy4gklxIJwdRcMvPP/LkFeYaJHLC\ntA3eW2Ssyewn/qLdjM55jZU77+ssn8mo0Thuz66at0ljCepMRj7loB0x1SZcBl+67bqts6i9Todl\n3ELYUGoijNx5GFgFy1+OLdCoGDGFwiVVA6d/GJa2mA2240rGrfr7djJAKB2cXHEiqvvatLhmck02\n7C7crZDm60FXfegt0dNTG7bnZwOgUu5ytZLWBfDVQQGpa2xdzk9LzlxXGFibuNebg+vXcak4+qEZ\n5TwwCouYiQGlECgMJolxmSQaITDFvOJobefuVq4v85XFjDPZRy8ENxfDoaXpi7vbduz5uuWQKLRZ\nTUsu8lWwpajlQEvINjiA4RepzbQlOiIzX8KQGchbJipTc2ZrJoX2t9dssWzDTXaj01waPeQ/1rLh\nI0yjtfX3K1JzrZ2OsblYzpZUWmJJWUbUm5CwAbLXWPK06e9mJABcM7R9Q8BEGuR59U64GinYe7Tb\nfFoxRkhByEzO1WqhY2Q8ZXGmBWOMgKFOkRAV28yEicDbunX7zMrsrUuzw8WF49tMB6NTMLZUjmXY\nsC2zYZjNohGvhKyITtu3bO5r1oYRyVv5jvALrZ3nlSrxTJMqkjlW22xkBphdRaNa7ugoq+Ki6L8S\nZZzRzCt6uFZ44Nyx8F25nZ9dEhFFIQfHE9ANuU9htXUNim+PhGvSonSBvhMk9A4GvbtlTVy75uid\nq4stAgCeIk8BE0oq0oYXFLIlUXX9dqxMkVUKANKO2wRo+BaGmb4rW/P/98R3+h1rS7H9xpfdbdtK\nz3wzuIdH/pt+vmkVmQpEcTDUSwtjfYLFYWXSqYr+6uwtqtq254bLKBremz8xW8nPRZX+vKZOxRsr\nBtmFauxuw5Wqssb98vI9iwPR+1bPsdPejTszN3/px57Z/cxndROxbSgeizSTtgu2deVtLbf+2gC4\nPt2nd2yD3ZwmtWGOd3DPrnWFNolUZkRKKWQYFtAIj421WookGqZSCrHHEcWUUOS2jPf3fW21dBwH\n/rpYyVXvf+q1gH3sa7sP68ny41Ef1oztC16mdqKYE63hK3Pjuzu5pcu6akdG8Ru53Z2VnUcvbe0z\nnp+ajgt9Sz5bEMPE5OXq2MAgWdNxWJKtcX1xz5l2YfG/b/2Jk6/dOPf8x4aP4Zmv7P6x4n+fy3Ek\nxbuyaZeKv0VJzk0AwOsKk2/LmK8WXzfOtpn3vvVk65NCWnmGMUZosqADUa7e3NIocKtcEKrZCjRp\ntZaTDi0HIwT93v2T0i8uN2D6lUyx/Siv1YZeFOIh61yDBY2Ola3niRsDkxnO4vFDIsTjcny/ioM3\nXt69Ndi7cvnAuMXF0sIe3ddXsvIDmUJZxXwwlwnmZhpsuM+Pa3XHummZj/WbK6t78yvbJk84ze1b\nn3ry/Q/ziGliuOlNkrijd+bY2VBH6u82ENYKLAFAYrzFa+RLbRopHe1W/ln7XiEjxjvNPvJXC3xm\nQPuAnaDohMLCWNFakkY26ggOkXi5/hPnThZ5fOvAm26ZOaP+zLaj0el2+zXRb9i57JUCVCPBwsHK\nMtw8XGuUzt1zcDEUfv4+eM7uP1f5ce+bIlMtvmtmyYvswRWPHF8VW9AMa5MR+bJ45KHlE+8qqtXh\n2S+PGJUPbnmKhY9fODC0cORHn6yIiLOYw3qZBYC04Nf6Cux2dk3XLak1ck60sfDrul6QpDB3dYnu\nKak0udY/Y8M1KUTXlz6ypI1Fktjbo3NsVgAT0zTCWsVvRAAJ4EnP/eH/+psfv/mXf2W3H8YO5fNa\nWVwr5GyN6QdcAnYMD3ccOXizZouWu2dxpRFP3f6wlK+N5Vt2rjO03atvb5OZdaNt9dZ+0bpxIISp\nxZmPmKo8eTL7CWPh7vIb5sMelg3Bcjg8iU5c9QcGUfM8jWEbOcn2dN/uk6F3d//O8PEvRtvF1N1L\nL/48nb3Be9OOAQ1tphx2bYi32wN/f/adv7+RonlNXhV+phCo2/9Na+Un/vrOHR1/9C9375o7fMI0\nGdNE6yU6LV6Q8ejI9C3tyhfvPvA/71paODDydO7eTH5x7PEi73QsDiuaa103PZi8HI4GVfPk8oge\ngNOvTZcqy53xPzlk3HCJDh91qbFlNg4YepWa7yBHUwtetw1FbYU7R1+YnJittzJ231TA+5bpNr9y\n2zM39H9721MT7VamuiFHBAnWfMxrTRWum7351gD5Pz0IoCeolYSM0Tn3m8+sTsRfPMhQrhj+/LTc\n0uzxNyEhRKJZ0MU7v/iKu+/w8s4djdLk8pkto/M3P3faGtnx4gUWBrbnt0W2UOtItGu1fZ43MheW\nb57dtngK8necXSrPV6fGzhSmR62B88LWrVynY3d8W0ZWBNQpSsAoiPo+emR6Prtt/qm7F2qlreEz\ne88fGd05Q3e8WT80dOBPJWTCbvO8LoEXG/Sst4Dout3vrcd3Y8j73x5dW2OqXca2CIV18bXSaN/u\nnS+tvvHl3FzHNjK+BkhoVxdhOmMbt+YHuXVCFRf25b+qKqPDA6+9OPMALBdfyaniamYLXMCi442e\nfWN87xnr3d9YGdp6qlGJFu+c928++MfW3krljtyz+YlZ/Ym/rZa2VTyFRp8OyG9afZmqIHBHLhx/\nz8FzmQ8fZ+oJuX0g3Nl4fvqXbX7oybnRG7Lt7/vriuv7NsAGH1pv5a9rqgKbJZZ3JMH8nxsEAGQF\nUd5oGSOxik9OR3J4rADFkVxYw66SnfoODVWIxZ4ru35GvLTlI7F5Dzy2eMf82Iebcnzb4mmQlWoU\nKq2iWSkLRSaa5tnlbHV2ULywWLHueG/7G6e2rKptlW+tTIusWW2ojtfXaEbLHVquhEZO8tGW0AYM\nb186eUvOO6vcoVbduX2lyurtrXd8UU452R1Gp9mvDF1eW6gpxEUPAgCusdD/PsnT358XZ31PEgKQ\njkGBKQq1lfZTyBgPJ/RMf8mWSanztTIOgV3d0+erHa3sv9zSGNvlHxxrlva48aHbn9m/p0KdUsuW\n87lBObdz/oy4BZ7KFZ61P3issfdwO/NgJ7BmLzy4fdrCw1t+8ukTQ8EXD9zw5iUFfEvb1zlpTa52\nsljN9Ndm3MzlO3eePHf36dG7b15SY2rLh85d2DWY8T/+8mGncuLn//wY0z2AIIA0Am/NT/O/EQX/\n/5stkcio3TwF3xWBcngnMNTULzdys+X/MTPUr1cKmaTAcXIFIVAmGh88EZ5d3nrrM6917OaN73rm\nUfVc6+7JzkWooV22PH/F3tlYntGdHdmQh5Jd2TY0Iz0M3VM1kdGXbosXA1zFG16yl/Pt4ui8xeuF\neBFzVU/zmheRg2w+q07qdlGfmR/usMrKCuSb4vnz1b/kv9s6LtrwfWXGr7JC4JbUfNdNS13XGQjS\nMl+w+SLY9N31PtMaPVgD3XXOTe68Xvb82udD1xWV6szd8y1fO9D0Y+14zkMlfsqKz8WZvGzbpImn\nFceJAARw7WKzUUJr9MCfZkcjf6BVccrV9v651kTUzFHgrOjxKIx4NHxxgs3Jfp6p6vp4y8zWpQhM\nGWVXskbAhdHKI5OlKmnTEbKFOdYQ0O8GnWaWbNmB4fO5Tr9dXzXHloc+9lU6+NLxH7jniyyuzI7h\nWHgm4EndLuiWnsJtiVet16NGAN1TuuLH+vdr+LkWdCAtppekr67hDDeeuBEJCKCTZiTXNFMArIls\n1F0ieBWyuGRshz3zu8YvHykWOq0YCtxqWhkNgIyQB07gtG0MS+Ut5O12zu55oHb335wSt0u33nyt\nlbn1W43W6lgsPGPPZOPlypY9eva1bSPveu10uGP76pthLOZLCppbav0QCil4mFk2I8NzTBUXKtu2\nr5zi/ZPBZWlPwOJCLtdEp8JMrpV584NfX/2RleojWz9VuHO1NLnwtLv9r4/+i5OfiQMSoemZEokQ\nGW1sYvF3GmsgX8s0fkeX4dqv6xugMMFxEpxzTcUaOYRzKvj1bNUVsv5bN/7OC3GU174wQWtg0pXU\ndLQU/Kfu/uw3fuDOL3+wcPG377nhs2c//O3qD1184xMTxfOloVoU27evvL693x2yznz8xkdX//TA\nP/tk+0vK0Y3t90Jn6thtxQts4YHqy0M4N56bz3ekdZki/eaVsUmAp/bll51nJifVlH989/7nLFq2\nSplKJTOtb/70V0aNcPG8OPHI+86YxsFdfPzkQNUzhKkTG6YGwq3dmnbrL/yWO+Et4ZsoGggExNIT\nCTYVFNy0E7A7/TVpz4Z/1nYCbNoJnBCxQ21EDlkd632oXiqOd5aLgjHSDIzAG2kbYXn2+z/8cvTe\n5+yPvvK0ceNjh4aX3hwYnjEP/a3nrNZosihWvIOt5p0vWf2nd//QL9y3dH7vpdX+wRsWx0X7gb/0\nzmQ/+DtD+Ycvn/QDWc6f24HGQFhX5fkG09B39nvYzPZv5w8sv1d9erL0wvhdwZGLd7zr995fOgz/\n5jvf+LWlP97/jx4980vRY/lbvl7a+uuXYm2GoB2tE+++gHUp+i3H9eT/XrGKer66prx77WnfVhy4\n3k5YF/UImRkZhhUH3G7jycbwv/30HPZl4khzASq0oB2Zor77Q5nLt5rbp78p7NH87toUCDrT2WsP\nnIvdRn4geAC+Wc0Du/Wl4Lav7B072QRvTyHrv//TT6yosYVIysfGMmL6DGPFWlCw7E4kp6EwNRks\nqBEvd4Y7wY7adPNsaUdf577nv3b33SdfGP3e6ZU7uXtw58uVh+Y/NfD9J5fH4pnoufN9DeVTlO34\nZrL4NG5JwNf7Yt/VTqCN160X2+5BRDcJQq8dSa/FnhtuPLThc4qEtV3W3Qm9PANRotUCpTNKOTL+\n6Fc7wirIEDkDpS2zZgmjs/eOx6fa9Vzp1PIvPXf4nm1fGB2dXz00uzQwME0wFbzxiR989PPe7tEf\n/IOzI3zRcL5/rLj6Z1U+MbIoW1Nnx06XOgZ0bj27KjMqGFkeAlt6JQiv5OXe8gJe7ChzioGlMn1R\nbL0Zj/QfDxvbFjuF/OpDY18SD68cLjx4xDZqRv50/rIVBKpdDlElprouEnrK3/zvIiGF+LqXbP3M\n6yGh+3EzEq6jrFxFjtbO46glhqbooBHG7qH68aELtzz4yutZgQw0AxFkw3wjD34RyjeWAnVH38uN\n+pY9zeoKK9Zp918dG4z0QHRm4p+N/8YTmUf2vPxydvv2n/ncGx1252JFmS2hzw8uT3ZYWSgarJjN\nHPrmFUV2HcazQaevOrGwOJ69/dx52Xb6Vyf3X8KhszUWLA815R0fasfGuM7lwPiO/6HReMWyjJdX\nvlVfJGqhzjdSf5N4B5ToHY2rVe3k1zszk7/t5OlOSKsZX30rJKZIZhW4EeUDszbkrbYdDYxrRJQ5\nJus2qO3fv2N0dr+ppXXTa/PfUyvHhtY6jL7G7dD0A2f6i79912vxzPFtt/fVvGdbsHdxcSX3Zq2/\nGN175/hQX6ZSCkRbDjSKkvttWau3vuxfalkQ10URVpZP5NxR5pvRvFt4Yct8c9it5xvHd/0Qz4Sc\ndCZ46ERJ+Q7X7Dbzg//1xVpgY9BJlz+Jt5JKvntYpb8Je794q5EIR+mF13sQWpd/ryEcAwBpAIEs\nrhtEQ/WvmrblnjtTsF0gYoxpOw77OoJGvu92mdnW1EVjIdM3FmWroslCWJ2p20F+JGiGlbkn94/E\ndOcdtU/tqj9/aAGPi4mlB0f23eRSBa4cbubnmtVd/Lw1cgNMl3YYo0MfjJZrJ166WFkYKq/IWr4D\nAyJ/9tT9/aMtOZHri8/aWffVTgH2KhFA7rYlmzPD6NgN+2E4e0qC0EwnyhhuBVivf42cdbK1vsDw\nOcZgaW1EDEkjADFNAFoIReutQ2Aj5aC1v9j7mQCE4lqbkQBKmkJ0hpfRhSgR8IHHViQ0DwwARNKK\nuhU41soPJCXACDXjWqJQSJyRVt1wFkZAjIeB4k5AUgigIC5KYSLypK2M6+WWh/f8/Mql+hbZd2un\n1oLtx8QKW+ADXq1841df8MzSHXd/4W+MiT2D59xt0/lLk9Hxg/OuvX33HRyrM2dX2/VqXmoXZTM0\nF8Qh9sbu9519ZvTuYrhjeM5683LzyrlcsJMtoNkf989yMNq3H/H3tl4d/Odx+1j7Z52w3t5Vmj9W\n2jrooXOctqz6vzbnETmxUsRwPXEw0SolQ+Z4pMEOBhaZCjM8TGqzotbACLRW1/Vy9qCitwILAKDS\nZEDb1oCokRAzLZ6NZEYBxIZmhBq05AYgak1oMHXVlGnoOAfigjQggtZsjZQSEpAmGC8Wp/EWNX/s\n5u1n+43DjRwgKdRk10o0av1Tpzjcf2bu3acGDg8MVRqOd15ncoVxfep1KiyfYe++5+nMpPnI5P+4\nbVb9wH/GMe/n9g/U3/zqdK1qKasEhYl2nx4teLqwoo4AVF+cbUU3Pf83AzdHOwp3T9QuP/fmtN7V\n2brYuPnuFw7L3HwmWoHc8p9+YuuBkxez6lJZtgb3LzbkAKjChaHaTT/7S6MrItSEyIBESg9IIyOm\nSNvtLDQzuORccH2jvxHZGhC6ZUYRKOmqTT3Lfh3YANBNQVkbCAAU2CbyEJO+F4Sx07ZRahUrU9ox\nxiJEI5ZMowJA0nJzSil1FQxGGoWOKens2m1/kRgylGbegJsN6/ihD/5tY4iHoUVAwBApzoYx+/7t\n/yX/ofpCFl6+lY85K+LVpZG9jmPzi08sknmQjv2OHhWF+KsHBo8Nf5EXfuD7HfXkiZOLdQM7smFG\nBQ9dP6dKg/mRoV03DTZmTi67c58JjCy2XhgLhoNbf867/OUzragz+YxJ5q3+UcyJ48Aunj1287AK\nRFxbNUf67KNzD4/q4bnFqc57BmVcrAMSaKVE9zUAAYkRkDtr5uLlm+cH8xfNhp3xERhpQKYRIW1r\nnq7O7gbaMFKdYz2Qi5DyJJnvuKAZIwWIGW4bvmASSJAZoslCw1CEoBWhyWDzRgAEQIZAlFb3ZQjI\niBTvIhkBQQE0TpjUuSAzW16yhJ9HJwkyBAQ7zg7+IDEFcMilpYVtg+LFY517dpTYzErn9LQYblYz\nxuwdP3bkc7d7kx/+7cx7bviX/BtXTswvN8uxP3DXSr/1aiOnlB3UOistZhg3j+/a8eHy0rEXGn5r\nvtG5d/LrI1/O7xr8v5bfOPW0lLtv/doWbFYbq0OivfDig8t1Z/vQxEVhe4XiVHHAD90dFxmJH/xz\nrhLHH5FIyBABRyBgDBv92S3LwdS/rX7me//iVebYpgKWRIxqTcSIXbX233oQAc0UfMPm6Fkp5aCA\nRdJSjDENUnETbBaBYMpSSmviQl5jJxAAgQJGMTdRK9wYMQtIRGh7aIVD8OVMSfj9HKMsMdKowe1k\naj+yp1pUX7/9wKkdH6wWw2X3/RPjC21YhtqqZkH/8sLYzhvzzS2D7c8bP/7g+Nlnvv2ibu2Iy32l\n5tA/VOXCX/3BntEXv/f1E07JjK3gOZ11y4ce+cDHL732zAldmDx/Zct7lp5Rzp3v/ZGnvvo0e9g5\nc364oJjeve/1r3143/GZaHiM26A0304yyse5HS99X/D+I2daqIEYoBDY+yKArJPfftPj0epn9Kna\n+Gee+ioxSohVrAloLb8hqd3fa3LrzqNTgXL9M8GtI0dCjLSpQaXRw1acbfmZjJQq0KFkhuo4qJRv\nGFrFkl2jwEgizWkUoJjQoCkNDOgeRiSNLctAS5cXBwbmMbdgmjEqhhopZmziA2AU/nLH2P4CDRlV\nr3Hr+OJTl6aCeKo5I0fKS/mfPV28/7P79v9W+ON3xk8dWZz3b8u80f5P039lWOdn77VopklBrlyW\nDStuls1ixBvVc4+ObH/3Bx88dvTRf3cAvvmr2VNbXn3s3P4d//pjX/zd+4+55ZN3O986uWvPVx59\n93srX6+bfXw1g21bECOZp8Ujtwz/xH+LtFQMqNsUO6H1wIhUQVxYFP2rjzX54s47je/UMwRASoPS\nhKCBAXbjM7rdDzbti5Qxd2VJBIBVFjIyIqE0MMaBPC1C4eV11Y24NRQGbSmdwYpXCKUGZlydepVK\nqAQIwFB1lMGZ1pAWzURiGhggkMk7UFqJivMdxtqiSCFH5MiIM+/9A69VR39gcvHcTrNzdnX3UP7F\nc2Ghv5pXlRaZpw41bwq+vS/8Wv+7/0H+tw63FQw0l1xqutuWqiPnn9gXRi/C9MvOH9eDvC/KMDds\niDiP8fSlv/mfH/3ofQ987nV3aPX86s73vzK7Gk39wMHHjh99qF1tL47P/HF/7vwXBqBzdnlsoM3t\n1tOz9+0jWXVufWOvNRV7riBFpGGdJwASkQLXz0jZKdQ/8iP/8qvHw+U+RQBEGgAZI0RQDFmvxnQN\nxWnDTkAA8GcwWzNFbCpCUxCpyJD21vurX8kSw2xYK/p8fLLd7MvVaiE3SF6z1A4BMaalwfwW5XJG\nHKU2x3Q/ICIYkRmi6Xp2O6fMrKczDHiSMNhcnH9ZTnzvuV0jSN/6b78ysiTtwbnt7Urz6DSDNyZO\n/LTBH/yTiv7Xt375m/NlYUc8nukrXXrxvWNzJM58q7NdcbCdpbKFgRkZJe6BDBVZqjj3G3/yff/6\n3z371bm/4hduvOVio2E2//2WHzmY+YvsfZfVeMNjffGXB/bvAO7HfDE/oi/eEseFljXgvnbrdL9c\nSnqNadzVUCLfBifKdAys2G7sxHw5K7nzvXPfuOkKK7ZFB61AWSECaQKUjDFExjQp4LGyhG+FeT8Y\nqAIyQEBpKMlBMYGgNHImCWgCV/pgUXGOnVwgD15ZFGXPLAXmNIy3V8ujK355YaA4a4jCWSMaXhqp\n21oxEcaWijIYO5Ucmi3BjKDQZsSlM3fvludXY02DhtKUaBYcNMY+uCyypQGBGWSsSNixcnnFMIx2\nv3f7D2VCs1Cs90WNyTeX7ihI3uLz+Wqr78++M0w/fP4vfiF3dM/n77z//NdP5qyQeMBLe54aqt+1\n73P18sn3/NPG2W+cc1xfacEx6TuNOibTtvzA1Z1tt/1y4QtfCcT35p+/Q7wSmvWR8nsWfrdVzDnH\nHy4/1mre/q/qaI/YAY/dquxXZK4MtcNWWeuvfaoTKLtmSdzrxPPctqXRzkTcbjNtNiEXYtj+mXvm\nPvL7vxOOCu55Nvc5dPt1Ms4QSQMgj6VAxX0TqenmeUu5ItSG1CaLFSIy5ByUUvrn5043o2WDR7JU\n7Rd3vzo3kFvxNA7fcvy1ifKlXzn6JWGDTV7/zA9P/Wlb5n0UIBGcUt/5qKmKK4NVPdgoK2wJBiw2\n4ltu/+LFW/yVwLMAGUPQWhA5zIs6eYmdrIjNiAuFnHFpgtuALXPGH2Sjtr4hCkoWxYzz8CwMeRZf\nGDjz5VNy4AMzrxidytDH3E9dwrxvWDWu2Njw4WjFynqlvtWwb6EvkiJkAhPDGEOPsk7ciWpupsyr\n5LR//aOnP1nzR2envufy60Fla+70oe/9s69Oib4oGuEvqH882R6b++DsgndTOY6BrPkLT5j/5MgH\n1dzvf1mwmDctYTRCtHzp+MUFbgXZqqFsMpYL3v13f+vZpQufqf/BeTeTtN5KYlg5ESDTWjFmGXYE\nnFNZLe3cfnq1k7WiWAAj4bIgNDSg4KQFY/rCjFS2hSEVYj585cyZDPPAbsaNuti26o/9ejbb50mU\nGWP4isSBZs0OLKYJiaqzsXFg/7MXStX2YJ9xGrP1IJvxwmefKvfvbunLBQAC0FojIsjQp7zjOy4G\nMYBmjpSoLdbEYryiP3rTL5qlbH/bo0FazF/eHi/MLQ3ccCU3fewYlPWFPXf9UfDgaOUPPNPRAjqR\n7SxwVw/94pNHy8FM0a9aknNLi9gmrVL+GXpQHv7giadnMzlbuf/u07/xn994/IX8SOvK8PBThx/6\nya/81sPbvhHtONncMnTgldduLbdr1ZFMPV+RjmGqyQn38fniy7dN3XlsPo5tbYtmmJvIzjRCtTyQ\nW22TMKOadnJh9tE3nObvDf4n/fh06GjFbEWACEojkWaatCbUwLgyDSuQj9zyJVVURCZXodYYCQIE\nJYCUQkReWyoo1nGE1WhsvxCODPthYBaZH19yyyZfyc7uHDrtF5TMxU/u6bSErSFkpgjrgRguLJ6r\nVfPWVn76xn/8nSY3ViJN+3TT1ifeNJzIIABkDBhDHkueLXJOnmRZE2phjgkOhmW3OoX2jjvPtwYd\n99QDOldtFPyLzu57Tk3vZnLo1SO5nQv+pbOF/cXCd9608/3eUs5p908PTKkVr7RSVxaLSWayTYdF\nIdqY5KaTQs4hqvrfaER53ulEBefIx/7th4ZmjRen5d4tU/5XP/7IF7/pfuLrfzUx+kL5xvLzux96\nOvPK+3NUaeTsQBa0umnfi3L2ruUbDy7kYyppEfU51SZkfUvMPPT+J87nOsEthSPM4VtqGsrRR8eb\nYPvSVmn5aZYopwyQ61hHKGO/vyrVN16eyxictALQiBQzkFoCcYY8RIDXV/fnGGjeGdg+LJfa+aan\nRKtjiivD1VH7bN/QpZDMneIlM+scPH/GtDw3AMvBQMQyMkRd2B4tvufdX+xctqUpZDvyPNVZHbIq\nFqImQoZMR8RF1JnvQ5O77fm+rMuzsdfp6/NcFzPtqXs/szp288iI8Kun8xOXHjjqDA9sLZ4oLZ3T\nsT12tq7OFLb/yeBArj3nZKWngy3VcNvPf+2pxwOnyczYYu2242ojzkYMBQJJrlTMs0gnTOQRlJ3Q\n2974t0/95987/Pnp6hDglsPnhr2D516/DfI7jf6d5b/92t3DFnm2c/7YqYfv1bqWtdp3XpyNS7nt\npVy7JZZFLmg1De06nezooyM/9vuzlh4tPW9pRYUwU4GwwqVSph2EIpEQUTEGJBnTmhRwhHAaXBYE\nWWiJIu8oSyLXEhlIQiCFwLQm17VYTGCs/MbBn1xtnM+0iUUqADIOFE4uHrpQtkenLVuK9gq80rTV\nishpFXJwC3HcQR6YEVijV76qyXA8pZDNLE2tjjDbpeUigVKAyBnjffbKfEnUyB7MyyyFLGDFbJaV\nfnT8868WP3bu6Hsn9mTjFTbburH+yUMHnr2teOMKGzlWXbqhgIc+M3TnS2eLLc+zlABP6Vix/jd/\nY277tpczNRlrp27k6wozzRg540iKRTkjihBRccXKpWI41jk1VPnW0i+8u+93wvazk3ep3/m/+Atb\nVnH7yZoNlYNnn/72j1yuH7/FO9V/w1PevZX+IGvS5J7je+TNx1+LtGfirpZVyMyFDqs6mJnqXCxV\no7CUmyt6mjBDXj5bDxAZoU4iKVhomhArxrVCrWwRB5aWpSqMXel3gtAyYqYYEYMg6WDLkEiT9iYE\nm3dEZ/+Nf6X9voHTFpnZWKK4335pwTxw+D32E8Ck7nBT+kNOM9ZKMpuJ7GzW0kLZfqFZL62waNDX\njJjj0LQjw1J/AwNkQMSQC23k9eLqWMcYq7YMM6DsYKM9ZnsDKxN9b9Zv+fDuxWyxEM5O2PP2+GP/\ntfnPFgv3mGeQvv7s3m3nL98TD136Ton7ca5liZpRjDO8hcH+U6umMBCJeOB84NkWYDPDBWegteKk\npAYgEwE1y8Qt1/Igf2b0lz+y9Oo35v7RvQP/vtj3P4b3yWzQuuKPPPjKWef3Vpv5/bXDuP1pdu/C\nzlw+0hBGA8vNr33FJ2bghCuaXHLl9/ka2qYwVoZ9UE6EZHUykdPgwDCWZtpAg7OO60AYMSEJVWyY\nMfPKjcjJmxYhR5BKxsiIy5YArbVmXAND1THJ8jNAbW05QcbnRocGmGfmqyuDdhAU6q7ZH+RrV8gk\nGWTzTYfHsckV8MCRlq+EENZiiXeIMSuM3cjo8M5wJRtakjFQSoOBaGJbZcOlAz+9+KWlyVbu4IGT\nz4WtrYMN3w7V7fdus48pfsPcvuf9j8z/bG501wOfOXTnzOyJMzOTwBYGs9P197w83W+GQ1UKlYiy\nJDFySftmYGiumpni/+t3pi3X44bBUWvSXGlUkcSy4vmgnbFBNNpmuOVy+x//k8zjn4R/uu0vHv3d\n/3SlkBuPqNOM3IHli+/dOnFzx9Zzg+2l/fhU/k63kQutsPnUiYVLnRtmcYuSTscMOUEadmEogymh\npSIECcyIyYBIc4PF2uSxZkoRCY5aEzFEQAVCKe6iwYhxUKEmrUlLnnbzYmSGoSaGaJgglcE1kSAV\ngwCZBBsRGdwtuNRseZypRC/n3dL7XZ0cEZBYpA0TlDaQxwN82pBod8pms25rA7UBnpXxfMWjH7jw\numsvMWz+k/EnFodUdfy9t6pv5O4sSfPThx46+oqx1Ry/1Gde+v0A8nv7Hh/KnG6Y7xr7c2cpt/fS\nshObIGTT7WirYfpDulUOlLBaOuvEiqQF5BiEpIAizSArpCKS5EoZGIWpY1D7sX+98OcrI/nos//q\n6fPZ9tjeenb8O+y21qurjUf+89xgkENgkXHyS79QiLn0m83Xn5jHsK6FYFY7LkBgACECgSamQTBi\nQEhCIwOtAbkAZJqU1ixNHVcAnGHaFl4zGXMkQFJcJy3oFVEK4oh4IuJqpkEzVCBBE0lQiBw5IgiK\nKg1U2hGoNAetiRQlEXaUxgZqRARNidMHYmlleCYwlUTL1kYr7d5qSoV80C1Oncm29n8i6MgnLmZk\ngAW7zu+/a67P9e8YFLe/i4dGdU/ov7Y6WKid2rfv8pWbTjSPDX30WRdnYIR8p9UZKkajVpwvtJVr\nnYFbnjXaIzG28tnIUR6QUoYE4oUC7zBLrjS401KCKVUXJv0l/9X/+Lk/v/n+Uy/uPqNEccE1so88\n/2e/WmvuWD5yW9TvZxigufN9LjJw0GQfuOeTbzSEFlTYdWWBlKMStwEYnMUKpWZac6aBAiVMLjUQ\nY4xIg4akkpNGlmaNkSYOsU5a/mgFCTPQkDgsOJIZa0BNQFJpRkppgzGukRhDBI0ANoKKAHlEnEgx\nYJoAkaFEZKiROAFCUlBAIDEgpuQyaKE5QRjUpYkASEzIWGXY2CALDJvd9VOm/tRn9HBn5dAvjGKY\njYYotg/ZLiMwMc9Z6xI3ZwZnc5Nz2//zK/90y5XSVH1kkXkdbkblyLq1Mnxnfez0qXgobOaGwnxZ\ntvd5ioEWTAMXkhE52bjQRFcARJyQ+52WQrP8uejf3Xfq2PDeF7bfdHRwwW2IK9Zg6ZsjuYV888QO\nrz3t7Sq29G0SDMmYORFatw4uHm8Ia7lQpSi2VLrzuUIAUkDAGAdFSpgmJ60RGUNiDElpYoILANIa\ngHNUiEA8KQ5AEpCIcaYVImOkOYvNGBCZIlISJJAiDciREFia9RRyTqQJkLOuTZQjICjGGHCtETUh\nUZLeSxrBlFCVOYcb7cDjRtZDAiCFplLUvDh7RPHAe3Rl2DxmDjaH9737pvpq2QyujEk9tHSYKFOc\nH5uz9c7S0rsarQnY+pFj9v6cEGy66izDyEroBoX6yZVTJ+rl7Oudvkx9HoL+Tqv/D7/1m+VGlDUi\ncFFyHTMeOIoYt9FjWjCyatmQMsPfGfnZG8Pn3pW/MH65w0XVtUN4z9e3feJ/tW66vNDiM0evPMyR\nebalFYRNTTcODvzWGVFaXQmYIDvsmj+lZqCAM0TBuEbSFIKWgITIADnXQAoILaW0Tu34KVVioAk4\noEZgjAEAAyLJZKwIGQEQ8KStfMQYI42oUmovSCEagKHSDAlBIypEBEWkGWnSlJiuNTEkRRgJ6RrA\nZJ8ZURt1IFAjKsYkB5vpIJZlmWk/VtAwrNjHbxmg5+WVO3ZWy1UaOvNptnfUrlQLjfKYOTh1rhBH\nE5knB7bO9M1gBnLFi2GuDk4zXDax4s/3i1xIijQp32cmhhAFpsFICg2AXNiesLlEU0WMlGGbBlEu\nu/RnhR+QsPAPfnfbDW/0dYqL1qFz9v3Hhx744qN3VofNcf/UxE2xzmsUEhYb7aE+b+Le86JuCKvt\nQ7ehGKAVAUSGZJor0ogREAMiYkSAwJkkFJxbhiKlkshoYATdtHkNRuJ315DsJw1ah6l7knEOHJSB\nATCGGplKPXpKJ7yHERGixpShoESmkLqZLBpJK0YKeCxJcaWgZalMxKROqyOyiCgCYrlIxmah5MsR\nb/7ed83OHspHtmjcZER9zTOrJWWU9lPh/MznVnc+OfW+jMSlA52p4dL5/jfjicGwwXI26lIkbFdf\nak42uDNvewNLhWznF5dzPjMi7mKgtCDskB+LOELbRIfriEfgmR7Olvzf6t/tt49uPfuR+tGhXU3q\nz744sPidH134THYc87mHii6ZfjYkWQue85vvLfXxB18XBd0U2hQ+pD5bmYk0cLelQCuQzJCcc6Yo\nJk2kGUHMEJlhWi2liDHSpBkjiSYisKS/EwEDBE2Jgx5JSE6AgIgsqRhggAaOGhgQ6aTTM+OktUYF\nSIq6PlRioBRLjLMIDJK0fAbMRkKlpRMoVqoE3NIIwInQVaAJSYe2jQrcQhhPfCB3ZJkXVr/HyIZB\nyXy+ct/O4ZGSOOdXz54ftCvNbXRiy6pqbz8SP3y+Ec0f8zILNpvf7R4XVnus0PIaw0NVaQWMfP4m\nN3zi0reE1pxBVK96liU5FyhiTox3rKiZWSSh27/y+Yde/aoXHVPcqLm09DB/4ZZvH3FrT3/k+L4w\ncy/G0gGTMxs07YgWR+PxO8QozlodxSMr9Ss0XYXCzkc+IsYadVET6MR2p5FIm6AVQdIzCEFLQQQk\nk4pzjDOmE78uAXIiQNBaKFMnSNAIoBVHTkn/bZW2RmbAFAAYmiCJTUbBIJHTiBgDiYxAAzCpORKS\n0kqZOsCBfKF0+gqZAQNgjJgiU6Kh0bTDnIgcQn/igF4KoszOIODZs+UqPrKVaSOaPjrZebPQbtUL\ntYtPPOT48ZknKsMXRCW3csUorJ7d8mRp+IS95cVhPGmZ7RVSw4VYKDNURMjitqVMUqBjzX1EDpIM\nAs15ux+MAK0GLy3/iz/arf7Ge7k06DObjt/88HMntzTP5c6di4qFATPDF6lp26HlbqfyC3rUgwfF\nj316qZVp2RAmgGL5oLBUyG/z7EK7budti/meRFIKAEEzpjhJiUYUxcC0BBTAdUQcI04UAyAKRABN\nhFoTITDQsUUIWgMpTppAoIw5xAYqxkinwSwaiJgCDpRIaZoYJeFGqJVmia+CVMKvNeOCImbqQLB2\nTZAdxtyzTcWinHI8qVnMDXDidrFlf6TvmdfuG7y8Iz73oCIrX8iYuFgZOV0IZ6b9XAkHlyo3TbZV\nPPJgrTl8cKWwv5gXjbHFR1o3zcmhM64TmNHQhWbmSCXHfJdJDop4HAFahuYSBAMFKtRcRISY9TQx\nijiLy29+6kPDu746GcVyuY2jr5U+8NhiYWDJOfKJENojs7lBWi4ROJ6Rz7HP0x0iL+57/qyHWIkd\nBAbAwGpK/q/Gn4hWB2ChRlbe01GEwDgiEpLWiJwLQYoBIKOEuaZxumkMKyIkTCGRlwzEGNZ6zxIo\njQyBFCltAXGtddIXVq8HyCehdtQthcJ1Nww49dfptBpAGJCmwmyl6GddlMxzWwYpHhqsg8rP5ur+\npDn7HC7GrcKSKfwBbjHwL593hLPr8LH8uLp5Zcy9NWh5S5GYHBLqxtnR2m17F6vjekheud2vfD+u\n9mUXcTgzPi9tbHERMUi2eUgaNHKURJoI08BeTZIhJ0AQf9yfuaF2cjvYlpsvLJ+858JgbXCl5nd2\nhuZKdWkXG49rA632Ht7clxuhalGc7zhhs+RDTIwQCIMywVF1S3NlxS0VbWwDaSaAS03AQBERY0Iw\nLTVD1N2iJJjoGISIKo0N02nDceEGECIkvT6SiBUwSWumEzu0Iuom0iVuC0Ba6+SISAAcZRpg3C3G\nSsQSd47or5d23Vj428AhFWdDCdgxnIBFiC5f9YcbDx3I/2IwM1TIsqlTX37kYCOvmv72gbnxkx3n\n+Pgnhv3KCnrQN2gsNH3LuOGm6FJ1mY0q43LGaEbWBSc/H+ud/Em1KD1Z1C1LUUJqY9JcExGQ0klD\n9CSckSMQSKLC6uf/Vfix497IisBIc9e96y/B/eDX8A+Hx+/cMWFaRrw6MvtP3/2LuoEZClqmKPzo\nu/+LWQ3zyIARIPFGBr9y9i5jaIGyUpNRi5gQWnPSIEhpphRDDlKpJPiFug3edSpuaqSkeQoRIwB0\nXBVxQsYh6QeYWGIJgBGXDBEYW2s0scm/D4hp9/kuDta6UyMyzkAGNSqNKWAOKGCakyVVLpJu24n9\nUl76CBczOyvZ2R2XYPTSyTtUBnifCwKPnXxD2dvwkp7JNuRIpc2Z62XqYX5pqJjvjGk9MnJsyJBM\n8N1q1qwfdj0doSNDg4gYAqBATUCKUBMHIJ0sDErCsoi0OXh62Mcf+fS2sB81i1cXam7A9p45IQZ/\npoBRocOj8Wrfbw/xijk+ZtOoFiNj2y9/KusQAwZEhH0LYes9Dz+zQ1fzg4sViU2tMZYJkUEGXGvJ\nFQHTacRL0kA25cXdAAwkRNCKGNMERAYBIpFOHfjEMDGLKGKMIaMwKRbYjSJGlha6QySme3Om0w1H\nSJxIg6NWMtaZ1qXADLTNQ20FMhvVTC8XmG6gLfwvO51A4hjPFYV+38EJFjGQFsM9e2f+hT5w75nl\nrZZ9+vJ+sJaGL79442DYjOTYxHTRPjcc1G8LV0ezJ0YbQ62nl9+/tJTNNLHUFpBEnYmE3REnAkCt\nePrakgFjCNTg7Pd+/dXvO3ExL6qj5kJ+4a7ban97+CPZLxcWWgO5IMh6YLs62xxcrZ19sfPwR4Ro\niDsfvyJbmTRYZam0OP7QDj+IIrD7qNrgiKBA8BAAiDE0JBFpFIn+hWsBkZiSJZ6Q9i5AmQ8R8XSl\nGKRJA4HBgJjW1A2tk0lsMsBa/24GiAQMSCOSTkpJJ7QACEghAiBoziLDY6W+pq2dmh1DQI7Zzmyd\nU0oxVrHvmFr6+unMx9TUsjXadIZDX0KHyrQa8z+cG829Usye0WHLAXXObclCrriyMDpzZaR1yfFv\nDd4b/tfFKzafjD6wbZmd8VHFHLkFRAyBEbAkvBKT3U2ASECYxFQhAejC5z64G77/35dd2uqz3YXg\nxcIj/8v/icPnn3rvqqyPr37yE0OyUM/7lvDp8BsHRLUAtR/+tWDIS2OJGMvefMfpHafKfcZyUMxW\nF2RMTCHnXCtiSMiAAyjGIPX7J4y0m52OgN2i5wwBEVVHM0IE0pCWgElKILIUWSylUaSTjM9kPt2N\ntWSoQesUp92ykulBAq2jmBWiVjY//lVpMiUK2hkcaUQDzdVyJjM5f+KFzhY3iIYqYabxav5Q4+zx\nqX2VaPiNN0e2D/5pCf2pQLZOZNpRnMmv1KpqdlQeDlv2fXxMXDxeY/3N1xunRub4kXKp3snqICM1\nAHKgpJgYQw1J/iUm5Bg5EmoiyrayI//9vywVivOT1lmxf9/yyl2/+oMDp278+B8+u/8mk3nfmr4w\n0MnkWipvZ+8/8IWnxJWD3i1Pjzc0agIkguxy6bFf2fnt1W2rlVU8kG0bGoBpHXJUChG1JsZAkgYk\nrQEZT7M31ihGujU0Q44AiBGQZgwIGSqtNSAymbwEEBJpIgWpFWmN7CRpdMmiQJlw/7Xy0UQckHNO\noJmhg5iEWTh08MllSxZ8n+zGmSAInTKoqXufbQYmGwAARHVJREFUOXngjnrjoM22ytblz43ekLsB\nh3OrPH7GjoI3CnGO4rp0c51akQsBbmgQ5uvFQhh+BwuTu8Od/7D1H6vzczaWotgw0eCBxRQwTCTq\nhHBqpTmHxLjSbT6G2M76ceWzIx/YWt2fe3Lre/2/3vPDD32ptvXCx468/Nktmir+HVtboY8Dcbuu\nSp/Y9aw4ae9Y/X1ueYQMNCmp+3349HjZj7Yb2YqOlPDRgWYsiHGudLI2keHaUo+SfqQsCcijNdrO\nCRQiA2LEpISUayV7F4kAbB5qzYFI6QgRAZAw6XOAHJCxpKIaI+BMppVcQeuE6HIEioEBN7iplrJW\nqfp5KQe80GbKN3kGbc4XBz9xvHnH/e3Odnl+Z30uz+/uX560xzOdfvc70/nLZ0ZcqaVWolXdbSKF\neSMTmJFsqYa+/bbHXyz+yh/8/I171c/8MjpYt6HQgfYgVAoKWhmn4lihIA/tWEgtOBCRUoiAjCkA\nzogkeP3Lx3Pn+dLl+/tGV6fHz776/ufjkbM33HLm1aOPrLAbFq8cftfgy4WDl2szQ3fvK4l7RevR\nZVmqSkDT1DELdabz2ezdN/iorXytGcVgiDAMDVun1aLW5RgkTPpm6rUI1Y2ZmJTKDAiEwAARiKUY\n1AqURiCNiXGOIRBRWpxMA2jWTVFL+Q1ST5YpAQNAIsUZSR/HhppDjxw/kkdugAapWBjwsZEF/8cH\nYr+YuTRXWrYGtt3SnGc00ZnvWznSIohqoUQZZjpy5y1+ZfLRX/xmsXXJypBtmjjbyLaevKN95F15\nY9cFCm47nL2yJQrAzPPIzXSCEuMQMjcmVGkGjejyBUZJc29pyezs8wu77z/vRXtuGuYzh6c+OmM+\n/+3izce+unfvK7ndK7W4z/ma4Rv3XTz8vp1CxC9/s1CtQyYg0CqShazMG41nl/7BxWLx7KyPCEpq\nQ/MkQYfWcpcSxolJNwZKhGXYkMuUGt0AGdOEmLA0YAl31bEiosTgCoSMASBoSlk6EWgGXRUPkxhs\nlsa5A2HaFyFioOMg0n1Z4/bB2f84Z5PUiglOstxo3rClNIBudGps8sox+56Mbxp57cRxuPTaWRbx\nTgAxM+vSzqwu3xwH1QN/5M8t7+fQz9rNYDmrHiur1T9l0V03w8LP/cc7v3KmL/ZX9jmzcc5hmU7L\nBmkSoDRBERIQBw0MFMNEXs1ERphtxqU9N/1+Zct4OWNsXXzhXvew9fWDBfvNZ7w9uZy+z9UfNo7/\nnMrf8Pqb/eIPqsdFM9vRGjQhc9DLx6K8df7S6UbYaEPB9KMIyDKUosQKt17UYC0UlHrBvt5XMg1L\nJSBGiezWs0G0TqkSAkeZ8llMRMDkAwEAJboxYwBqvSZcWqcCwQJBAWk+a27t/1bTcFRavi0K8ma4\nsuBK4V/J1ZeEYymU3Mn4ol1ovnyxXWipMBLKsOOwPD/nNNRqbsmvVmp+xBj3kBsdrT9ZjIJV+Yn+\nlZAZ/+LI9K/+qztunjAunznfGRgQC6xdlcomIAIOwBQyjaiBKIkMC0hLBHf/sVKczS0MiEaLPT9x\n+rM3/RSdHaUnvvXxn6ixbHsZx6uvz+6bVF9pipeClZuWkFs+MzjXzAjrkuYy+eZjd/rHpemhyVFp\nRAIiQEwtnJjKKmuFrhOgI63JpuuZJ0AESbdJJNAEoBMTBSGKFIkc0wDDVDHjAESJNU8ld0Lg601B\nQAEScQICjTazjRk1yJ46zyzPdm3QUmIusu0j8ze++0Gjcxu0K/72jnDAp0zket953RVxQ2tkYCwX\nGWvc+kvfVuNw2bqk3GXH8ASzVB/EpkeX+uPVC+HClc+vPPnC+I/+wUc/AggXf+PoLe+eOvzMScpY\nrGlKzZlWTEK6TQGAaQBpRq5kCwtOfWvdf2HRhdqFSueWx+VNs8odvIyfXfypU9K8Yiz3PXqkZKrz\npqjY1rITE6AwSMYarYCyXHes3JDdiKgZxbGgGAwOCjHx9K5nBXTJT1IZkzYU02aJ/IoaSDNkRDoh\n+wBAjBJ12yQi0gpEWkE9iX0HShr6ppWw12dExDQeE5CRQogIzYwFbTbzN6sVZQBjTEAQ6yhDCMUx\na/7UxG4h9755fqfphaGmlsi+eiUjIQyJM1KxY7WbSi+f3H/b2ex9X8r1+6YlsN1UY7n6CdZSDTSW\nQiy92H7Ssv6ksnrUzvf1ZZ2D70L2ykCxWeEcGQhE1BYCR2AiSrgfWkK6odU8v7denqlS24h1q/HY\nf9gz+9ybc03MZoLPfGA8SwOdmjP2zPlSLoiE4VmdwMytCJRSI5NmRnEnbPbVZ61cpKAVSA7IDUgK\nX66no3WT69fVKNTYK2WmSWU6oWKJcIpd2Qk5qkSUApa4OCGJ9uiSfNKELAlBJkgU9PVK9QwRSAEi\nJ9mJosBV9afDsg7zqH2tiJWk7rC9N+jjZ276voxh7N+9042dnNaRvvCcxwKryTQnCdImDkNXfvvS\n6pk3XsrUHIjboWm1JWsW+vY3lyIZ60vM5fX2a6i+wpeOtTIGrYwNMMm2fBy+8LQoL9lcakMqWxIH\nCUIAMCQiroVP0qpga7LfEBUjivJTlcb3dJzXMn3zznL0i0HptdcmX1/Z2hkotWoWiOZAw8tgtahZ\nrJgDcdTJhI1+a8G1uSyb876tCJhAxXRSaL6H8671dUkpOaOeHDadfkgavyKQTuzQiEBJAWtNMpFy\nWZzYXKlbZ0EnOGCMutpDl7SlmRQMQWtAcjCMJRcSBmPFBctFGhG5qQVovHC5b+hSVJn9oX3DVtwJ\nZ5aazGrVqTRvQCSkJmaxOC5GlPcmakvuizwjKXKVHHRBzbYv7Bw9NH2JlhbMIFOIZvLBXHQsotBb\nWZpanB+t8DvgyCtzcyM5uy2FiLkEJEVMaGAcFMVWvq0abpV3jF2zqp7NDHrYefQTrw3fEOz9LMsf\nzu7wGo/7wp8OckyLAITr13LOsnBaLduVzZKwTLMDddP0pw8V6wNOLoxyXuxGXDFUEhhDrYEnqgFw\nrTQjAkagAZFAAyiTiCslmNIcSKOQpHmSRalVt5ApRyTOSRPnEiBOmf1aBpYCBAYkzSQaA2NIpCvZ\nRXxaIYtJw9Q6AibbDCXIhq1CQNRcUr/A5fACWk9YtQpjol57dnqijyr9RtsIA81MIgLIgOQyNoKM\ngwah5qXWEHg4oN0oostzcsK9q7PMLzLsj6tF5l/IDK7ORlee4JeOTL8+f7T50Zv+9ELs5kBxIxpv\nFfw4v5wDn3GFWmDB9EIz2PrsA7u9oSUniLH/cnPCuu+1rfu+/oj47eLD3/MXHZsztwqBaYDI0g42\nZwxW7YI28qsBB/QZ9wXQif0Hn5otcbI5xzAmTPwHib7EgBRjiMRJJQSDDK00ciCTkwKGiYqsNTKB\nqNJyymllc9bVN7giTchJAgKytDk2AvF02ev0uhiTDLWEOCV+ioTmKQBkKBUm+JeSDKZZqIYda6XU\n2qveUDtjK+NeGazb23M5uzh/yi90lNCKFBIqTVJxZikkEIITGH5mOwaBABN41GxsORgbffiG1+oz\nOhWhl6/4QYbNP2+sLH/p7PK2Dw39r/zE4IVlcmyOUla2VXOWNEkYwEJgYKlmXcpVA0vDvDHgy9q3\nPuwWXn6uf8urW2d+bby2YssllkEjZGZL1B5YOOaadRmVGvWszniI8WC5io1ScKKtgpWV2NBoyLTM\nDSJyTqm5KjF9IwJR2jeFARBoZipASkzaQBqZ7la4IGTUdRYkYeagCYF30510muzWtVNoxoABgIEc\ngRFRWn9edyU0TcCQIXCeNEyMJOfAmKPqywUsRK+7bbfv5uzT9441z0P/QOWEebFiKZlpAyhFiBFx\nZmVs0daxBI66vq3c8ZmbbfhGgxlFPfPpLfnpwsHlcNZz3TCw64RSsiVcyFxZsYvs1Gzhh374k3+w\n0L/UusOpO8suhACkOMgON8EQ7Zmt2xHLu8v8eNXsr82FPDwZfyD30rsvnH/2h9/3qX9e/lPd5A4S\nCPNEwzAjkQ06atSdEUXwKNYOZqZvY29o4oi2B2bIUrkeUZBO0MGQgVLYtS3HyDlqRIkm06QlSCQg\nBZyBRkwYlmZJoTeNDAkBkSUqoKaEwWOqnemkcnbS+qWr4K3xb+qmSgORJs6ROHJORKBUYsQi0ys3\ndX3YRO++H8e/OnFf7TTer1pXygsrutMBK1Yy1sQAAULOY46MK8YtKpA/PJZvneAhj7LkYjx7MY87\nth5606/HOb9Zt3MYNiSLfRE0jOaTVVfVa1d4QfzBl7++PeiTohNwAzTT3ObMsElOT23L7t0yzNt+\nZ892XskFn8vtKT40/ZV/+P/+/D/8wOjr/e+/dKQuFCsK8yLv86EYZKr8jqEvd8bbPOPNGcaEU87q\ni87YUmj6wBFUqqKhAgLGDcYYA5KxVEAaGKHmjCQyYaIgpSSPUTOGnLggISkp1ZsaHogQkgAxphkn\nlewPTERUxtaUZeDIAJMca5aIUt2SR13JQCOBJsmJmFKAYBigDAMDsWo8XH1j+5bD7c+/krkzXprM\nbYdW3zOXVoohWEtJWxtC1DIUhjJjgZxULJRv7b9vYHX8VKACI9aGnKxGarE6OCKClpipsCy55VKz\n5VkNQRAvMNE88fyJmLXvXz1slPq9WClmIDAWGxiS8kEvtcoPDgsv07/v7pgPyvr4BxvzfZPHZh94\n5X/80uCRF8JY5yHUHdEZk03TjQJW9mbdwdXYMKwgtJpLNzQqMaJlhEprYdBa9rbQSIwLwTgHBYpz\npYAAiCFpYqZpGKghQiSNjAMj0omVAaGbiZ+GhumEOTMVJ+hlDGVi3VtTCFmqOiTGbyBGoNY1B+qq\neQgsMaIzbnItLM4M0f/xzittLnKHm8Z7HnG2L6GOVT5cCvO1IG5ktNKAQFIzsPuN7IphIGnOa5+4\nbX+GiiU9XzUdgwkeDudWXSv0Ou3MlkM73QOvTUOZEQuaWWBWRTqqMxtyhldm++Cn9p5+YgEDSZwz\nMBhwQcIKW56/7BR04DKSthp6lw4Pz9vZV2udl37s0enSPB/zltBRwmmzHESi2Mmx6ajYt2pxX2g7\nrr1Xz9UL1BYRIhInQyc2ajRIE3LDyHGmY19rU2qNQJprQEtwMrOgWbPDTC0T6xExDmmENUDSiJQS\nhRmYABASWJhYxRPfwlrHndSIBAwkAENgoAmIur5QAtCcJw2mDAShGeNoCLIMxee3dv4kNsxjIcFA\n45X/J7f4mbsKM9Mri1EwH/iZyXkASqzGQnJB1Nbc5ijM9907YnS4I8MwUvWoyfoagmw7GG23V235\n7qGG6FyRrgwMp0PKt7QXZypPLWXkyuGat/P+Uv9LJEAZHEXcEYo4k8hMv37FmRrJX2y4TLYXx/+m\nvP0EF03fiL4vL5YNnclPNC77QqhImUwzpzq6A+3+zLwdGgrtypHt1JZmUCc0tSSleLoACQC4YVtD\niMpDSZpSmQmYYfM4HiujxPm2ZEwjaCIOhhXpVKNIAi1ozUqBgEwAs5WSSe9kRELANDcLeLINGCIw\njgxDIqYY0XpXIM5TukUciQs0OM+IQAxczoHVzAdDS751a2m+TP2tF2on5tqmvWyYLUAChoxByDjn\nKtTMC22LCftoY8eHyoZekozxQDiZ2O1btEsr3Ayt/KkmE693iky20Ghps+CroC15HJlBVPCWWd7P\nLGcU42AJ4HxVm8ShaWAYoarH4dgb5/aSnL2Qm1xcyAXl5WDrKsp8ZtfpZXFnc6YsWgpNVOgJG8L7\nd5nniqfzng7t950MgnYcttvALQAuuTJIMdM2UDNy+0TD3D0Ixyp9C23TMVYYmagNHaG9vVDaMTDH\nhpeXtQEaQg1oowIACUk0BgIC4yiVaagMFHWLObYRd4yGzXweCc1EwFARB80ESk7ckKydsaVyDV+E\nUUE2jYhpNHmciKOmig0RoRmhyUzLLecYh4WM9njohLjIHV/duwvckX1fg4OLFUlgGY2hjvS0yVGb\nDMjQIWabdt41JbSmVXGsuHLmPEkU4BRkCE40X/Li/lzoxh2nPbCDy0u6PtI8Y2BLd7QOO1J1ttUa\nvPGlvkqLGyzI2W3JM66vOqIgI8tfnV2xZu/f941aeW62Hg15gWjWHKelHYZqsawu/WW/6wm0DaYV\noHJKW2/Z5+x4dPVKELPsRKXdNEXMM1L6iiVKqGUYnAiEUM3S+M73TtHu8xeg4rU9kAoRkAMwMt5z\ne641cbimOVcaSWHXFAeYFnAHiDUCZ0yoCcYG6y3P0Z4UXDpK8CRwjEHSAo4JAi0hE/OC7TAVBA0/\nlmgIjYJzDRpQQBJjTMAYWA6T2f1DladCwzDCyA6mMySf/unZvWeUXL49XlTZ4VWfZdsBcEaSs2Qn\nUtxg5DHUzLZXXhnLTS/BYmQw0m3ZNIsB5pCFDWYaOe3Xz5h5LBlxaZtatczI1JHSaDqXW+GSKrRr\nrOMOIu/DoIGmKtecpcBh7UBHc14JXivKOFzwYUdrMrditpTpabWilJkVkRZcCAKDoRAs0+8wN2+A\nEfrVJXNRAVIomJCCaUuzmAxbaM0UcYjt7Vt2WmxP+2STAeq8jwqUYmS6zt5DBSj0KT8nRBxppomx\nJCKbrRu/HVDISIvMgJ0ldGoUaSGMIDKSOiFJkigipU4f4G42PzIcLTakFWJOmFITQ+QoNWcKOGhg\nBJyrEPMjN71ry1J4fDmKY2RGHHTuVepLvzp0+dxA/ukGc3bQidCREGES1ME0eG7koeu1Zce0m0Tt\noDgdaM/gHeY607zZN8C8/tgJDUGFWk7HytKuXlVqqOH7Mi9Ra8dWSyzLq+04EqZl4YA1bWxdtGvS\nbN0/fGHWKygueW7P3JZh6YdS5d+cuPWvqwOViPn3RfW5irQMLmwKYxRKlqjdjEk1YyZy2nRDP8zX\nrMJiyCxLyAAYEyZnClCBkhaDOGt0bIdT4RI4WOj4QQDMYIJ5XrtPw+SN9GYkAbRG5IynVa1RpxZf\nDWTY2szbY3dMLT67UA3aGaujzCCC1NKNaQCYVhoMwZujhcK+d1vnHr2gJRhhhEBSEwIjTIq+cE4a\nkRAH333bAA7ffdE0O2BHhrLYIzd9k3kleeLW1VNmNDE384HFMztWljxEppTQnAdQ6niizLUPWrYy\n8Qq0SWdYlOF+uPdD7Nn6TUqdM7Ms0gDcFkr7kRxWjVK/h2FToCbDaDGynICIhyLOHLglc+IxDMws\nyugXBz5zvGGvZrc5MNlxxyLd4uXs7Lni/qdxQMqlzlQGRUixLwQQcROUYmF1Pg9LDSZBolhtK//y\noQPHlmNmcuCadCbDgkBzZYAG1ji9A7LUbOsiOgYYJpLwtIpV2Dxy90AGioNbK1EHSBITqNeCtgiR\nIwIAV8BRFG5++B4rCh/LSo7tNhiZJmoExRLXZmKq06iJLF489MCtfNv8KosJMOCgNWgACxGZaekI\nmGZE5I7s2jfRkm6/QLAZRDDlvnzigXpfvrlqd16sRdipR9u25ofLvNrRXAMPBaPsQFP6WjSVlbVj\njKJIGl6fbAswC//8bnBOfHjo0heXbcGADyAwD3WnUxzEcaH0ykLIhIcmawrlaB0BcH7jB4Zl8djZ\nvph7wR3Vob5JzrJj/a6yOhe2yqDhMDxwqnT7wqVdqrb1dH6piqyJRcGZ0BqQK66Xj8zBUlV5QqNa\ncrKq/ODd4jEBGFM2ICwWWbsTScuESAroXLhYaM5dri32mxR0Is0jrblEDL1zmb3GygwxRoCcM2CK\nYSKPIKU2INcKIhUzHNxttrO5Djg2BZPBIhqoGGjQhiQGmnFkggBi6peZgwcxKAwXIwbaFQEypTkD\n4AiGZUGsCQEIxeQwKktQlXHfoQYrNsJsvLTnfBjWR18/lulbbQ3U/3Yqf85hduiBEGFkBnklIN9h\nijJmRrueLOQNa860WBQXtx2Adva2Lbaxr6ZdG7TjtMm0pfIuRvUlPwxZYVlZnRbLdbBtRmZEsW0O\nDIAyd1aD5WjlwZ+R8tbBQfKHQ5sy2+M+VfG48gvBbKm0aod9dvPNgJlWRqHgpHUcaXRj2784q5e2\nTpyFbEAysJtjhya3P6cp02YFj1M+Q8xpd1CC0AqNK88MNBcj2Rgk6QZaQks7NnATjFO1ajT3Ci1X\nYgAULGKJSQkZYzzVFJShYjRz/eB5XJn7h464ppyqN0IDSaBmkseagwKTEFEhEuNxo1miiPVHTWhz\nV4AOJGcUGwpMBpwUCAQUyP2FbAFX36hxxTg3pM2sygu1Z4/LeWMmumP74fvb00G8KmfrhgAGHDM5\nPUmrV3Zm8kGWFuasEgdJ1Lz5Eptk5ti2+Z3h9JQDZIhIg8uEjFxpZVXW6oSXi2ZrKrui9fmW1lw0\nG5jRzawDtYVBc6lJwdLo8PflVgNnh4VNLChNO5EHVriCA7kbPJNslqPVuMkNLVxSggWhME3gUawt\n6UcVUeiY2TDWQ/GZsuO+H/5U5BVkuKUdksKCOAy4IwPF4Wh/tOT6oa8o39IxK4bab2XzbmclrF0o\n1lbzLoURQ2VwKTUQIvIk3w04KhTcFIW+vsuyr7r6PdEVhLnlTtVhyDgnznhim+CSpCTOrdYEPz18\nILhUcXI275BlQKgIECVT2gCNWhFHQObNBYbO4dnD03aWWznQmucWvpb5WX+hfb6OY4WG04gyZtPy\nVVaGhlSO0+fum61VC1Y0YwwYoulk43oxu2LBXT8Aq4L3U/NCZzu/0M4bQTwypOpmYYWElQmkXRkd\na0gq2uGqEQWOheQOtJpQp8qs5M/NiTtWpwZvPKOlIDAhWOmMdYYs4uBIi7ytJ/TobMa4pIuOB47w\ntSGIueVWoxibWWup4C4MLHUMk4+7F2qXJ39x+KWhD7JPrh5oxv3aZJXIETnd9lAT12ZQ7TTVaqdv\nPnpogStu5CyfHL8RYC2eDS0bFQ81I6E5E9pkHIgQmNaKk7ZYiG5O1Vf0Vr9tDZ47Ml5bNTwoklg1\nYkAeazMkMMyGA66x3MlGvL2o49eNYPpyHToZGaFwkUnOFDJGMWc2uhiB5p35+ly/m50mXDCZZ4Lv\n63g1d+PI6VenLVXeWt+y8KZnHBWmT/XcKgnfjZYKL5uDu5/bO18IaOD9l75TyoYzsb6wdWDKcr/9\n7uU4CBeeNKebsVne8b5M7dUVwTrDzU7eqvdlz80N6FKnctPk4vnK7N0z2RW2LZjP3jX6wt0Pf+jT\n3xr23P+5/JEj07fd4g93+itu3BjR1L4ggpx59sLqvfru6aOTmels28vkaFXARGvGHgg9W7d4O8xV\nQoMpiBv9MxM/udtvv7T/LnjGH4wcp2PEsZDZ/iuhJMa1ZJ1GNbaF4ZuiXGW6HRVKhvaDitNQMlzQ\nqq4kMQREy8JKYqSGkAvBNTKbxz46o3tOWe5oPH3ldR81aEWsPvr/Ke3OfjRPr/uwn2f/re9eW1d1\nVe/dM9OzzzSHFC2KmyVFTmjAMhADFuRcxbIvHNhAghiGcxUgSJCLwEAuAiYIYihAQseSktgWKY5o\nriKHHA5npqen966uveqtd/2tz3pyMZHzB+T5Aw6e+/M9n+/1/VPFQFlHPIDSynVfXR6UfVubRaWr\n+ZIIi61mqfCBeCMBCQRHOIgQkAgoS+VS3dA4qZqQUOY9oYsfPNpbSTW7tZWpVz60vz/8l4cxBboB\nJl6tqZL5tXfes6ubi2r06alqdd+3w0Z/fLZ2wiflgYD6GOoqltHmhZD0df3BruhFol1bS8MB9S5a\n0fe733jv8qU7pz/b+btP393yu/DBm/ei7UsXS44/7JsEGAU2YtVJh7td00zT4eDS6WNkX+7cfeAo\nR5qSGe/srt2aTJteolzabw3rsG40IOdy8Dd7RwZX/nl4afv/dreXkAbb6gr7g0UZAvGtBcG919NE\nTX2r6KyKoqibuZg6TZmuKSAlhAJESSqeQEAkhDFBEAKiUYTUlIX48RKW5/Zstak1Uc7mXIG3JiGS\nYuV5v+XeRcNRkxfTs9po51rBG2EDIYDAfEBKAwZHGg/omSUd4vUZDsrjhKAPBrVnVEXlbo8AnN/7\n1y8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X+kli3RS9FQjiE2uHq80xtV58YpXiNIyTaeL7sDaLdIjN3ck1f/29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W+Kkd+B7UcBR2qbYPT2HkX40SiaQUYz9IOk+sZZ5ejB9OuJ4LnX89t3Hjl+eH1prPaN9GOHffbA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\nEiRC7D1msWG+YPpeyR9VkK78PUqoIUrcOUJddXfuhFF4rXMliDWIwBI+y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VvZxb/18N/4\naZvv4S9vpJN+0HbaifZeNxnuGXvrycl8a/zyvyqMpUMLixUkFxLYV+A5SJX+1dF5/vz+WxJj5UsX\nl8e3/oI9+myij7Vsh11rh2zLYX7KatUd7hqA4aZFs+iyivGyTdG7syHoO4Gw3xHc7XET48y1WHul\nsLmymHXCTC2RPIZ/xPMpojAMOUiZgLYbkl+9sFhPV7x8+myhltu65cK+r04/c3j5K/elNpbHwqDy\n9rlChf/X87/WrB7JrwcpXkomAmYnmkMzi82vO/iZYt/lA7SvUkk07Cwk+ghSNDBUqw+U2vzJ1wfn\nExOpxaXXn7x6q1+648kXr95aKlWq3Mrg2ixsthfLLB9wiIE2Q1vbcSwMjiBVi/8XVkKPl/UsOw15\nSAzarflTT2VZLsVqV/Ppyo+5ltNsI2NoOcyXdYe+54alq3C8hTx7qOalDn8L7txK/GJ+YnSaPXUx\nwe7Y3Qoatje0hst5Bvedbvs5Nxm0m26DBQdf5OHy8G1rVzNsPvFE6EF/ua/VyITelR/d02Juy8v0\nrzZtv/HA69bgxebMQHmMXkse3JV1mpZfAVp7e+XB924/73Pftr2oQ7rfN7MaVIg7/r85CDdboiQy\noiSIMJHMedX9u15f90ertmcNlQZrAyEAcAq54rkWY3Zy4v1Tz1RZsLyX/MJna+f2vHE1GXypcGGl\n1WryVlAeCjdpLrM+c4EFs1e55YTAUq6zkb6WPJtMTFjb1J9fyD/1c1/MpaqDzT6ww5GlFi7US152\nG3KtsHZhYPnzTnv8v/TZe+bdxavBubUUeD6/dq6Qab339S9Zad9IR6eU1xtA1O5ig1JcNXztySKU\nBiaVKplpOU5MU+OC6ACgnRoT+RcQwMgiQNwJQ2qBM3vLKcw3hho8FyarWGOWOA7UEtlpyXeh2di/\ncLq/3N+2LxZSWBx2L1YrA+mgPDGyya3gOKQHNwctVs7WR2Hzc2eZEzLPSdnrY82rX5xLsfJoM0hc\ns3avfGmu5jbL1PbdllX8b9zZt5rv38o2+/MrzW9UhgvgFih3eToztASHR8vEBxKXHs758HZuV6sN\nTis6V038q0LrrMhvECMVxfuPBDiu1DSMrnUra3C9QdCm6S4b4nUHoVPZ04U7IacWWNCwMAzTQZAM\neTLkWZm8gXERkxY4LGz+nWyiBpnyhHfx7qWRMe/iRj+rFddqw1PlSvVK0h2pB+41v59f7tv2YcVp\nOwSZdBOn15NF90olFSbym+HU6dFGLV0LHSeE7aKf2X1hb8KrN4Ym2mmcy9BM32zy2erhia2BxdWp\ncauWubI1Vk24lXpq5S+bTjPRcME8boKAAwIRgWXYiK7HnkgKZoqWwfVLr99jZgvqlgXfIVqSBj3k\nqXVuO7deauUD1oZ0UGNEgCyaDA659TQtNaePvJDKXlnmD2yvV/xLE26zGNKzR9KQGmssb3j9qdGt\nrfaG5VgNh9czrpNAqF2xZ1L5q3w1PzGU3CwlmuVChVI2tB07CNPbzasZrzHaF+L5Fe+u/TNnzlxb\n/WQpzARvryerU7vXvnLgrqVzu+qn0W776cBJgDH/CACiU17iNqKdZaTdcVmmZ94J2+9U4taf/9Ei\n6vGKmfV2emqhlrABHeFI1lF5CMB4WBlItV5acC8+PLC59eSBhc84P/yNz43bb48/8BeX73r05bH2\nxYo7vPmD4Wu+fdF+qLHq2y3KBrW6deXQsefOLPP20CjVN63abScC9P1MrhrafjOfSKzYjpWz12uX\ntrNOskifWbp/5pvu5uLcY/D7D8ycefnelD/vL547uMFZAEEYuWTU1I82CRJcZ5eTLnZvE3gPk7ZB\nnp63/xXs6DtWRghALauStl/c1eDAAy+0Hf2rdOa1CdnQ5MHLl56vrcKQ9eafbp6f3mSnqvZK60Ef\nvOUztbaXtaixwGo4vF3zW17CLQfgN5k7WD9bKbVzzmBrfr2dbSTb7axdaw0ma5hqVxt2yraC5spG\n0xmEyycnMMj4F5/tb1Rrab75RnGe6l9q+KdXhgdOku0xskyz/A7E6+nsiWhqx3+WEfhd+euuS+FI\nJvxPKmJe2L6Dbn0TLd4KfJ4WPh5jSqXQcp2zmaXc9vbz/nv6zz5PGb+GGWikt98O+5bm1ux00mrU\n2RUbEpu+u1YF9BFbVZ5uUmtuJZmCenntKnealo/hds7hm00ntLAEIfKgsUQbBSxnR8+9OJwJVt6p\nu5kir2bHml8PUpVXW8VaZQI2iHkWY6Fh/CSIcn8Z+45ji6FrjMjW23JiMuFm2VDHvTfOBnIT9ajW\nEmW32qPNYqkRppM8bCeQoTwHGBAQmg6Fk41le9sOao0rrp3YzJbKq7Cea61eTdfqjoW8YXl+dZNj\nep0KoQftEBgShbydYcvZjO9xbgch2aHr+a1WrtXOhn5IvOWSk/KBWU3wSk46tRUEr9nJUtOpVuuF\nMGQ1rxK6qc0Ed9DiIuuIaJOY8OLsayNnyI1oKs/97ibITSZ+6iQgfIe5cXsX2Xh7PZ8MSttHxyxC\nYLbItx8dfenardZoZitlb/WHVvkkrJeaudNBBqsJe6lpFxPUbrcCJ1V0EtR2kkEAvpVmdrE/ydlA\nvTSaYpZrhcxGl6fDZprQGcu3QkYWeMSDsMkZwCBc2bKuZRKbVzOenQrOL7uNUsY7VU0DOf5FToGD\ntiPOYFabJhXRKMbmr0cUlcla05sAmNrfSxRltZL3oGUxsU8PZCYsRFRbFsSb9b4eozk7701QNyGT\nOyoRmYfccduea9tFFrAP1UbyNjkOAfCAh0TIkSEPAw7gJFducUO/v5Tw/bTVd8ivrGPFKtbTu8Kg\n2rSDRILjdpPxIHSt0Gk4iRYk25slhu1MZttr1zAD4RYDP/SBOQwsDDB0Qi/t2W2bhwnC9cYYz/Ot\n6pHvaleDNKUbTe6uWz9MbpNXmpjxgCOpTasYbXwVHRO0F9PcFBjMKGKfQvem4pvMmmCMVMdDcgtn\n1+B37QES22wIQO05Eh8tG7zAsoNUDrzWnT/zxLevsbRDds52k45lJhmrsORT/71W8S40yuv3vau+\ndi4Tjvt+bWHDvTtwVmGbBV6TclDzWFgjXINmkK5tJ3kWeaNeZ5l0oV0Ow6m2l16CoQ1INNf8BHAM\nGbEQ7TSFJUgNjsLqrFtme69l0lvNI/sYIPTdPr2e8mi7yd2ExVmgsaFBjpuloLhXOvr1ZSlLupU0\nReDuoADpGotwvkw5s6Mg0hWb3hyMnrOC0MJm2/VyDXAKK5jxAQPbRtthATErEJtcEFjIGsXx0r4D\n1dxA5gsrmdT0AL3Yuq3YHlmdu3yglvQbTV5NkV2osRIPLDu/BcnALuWAB5AtWwBOs0g1xhN23c4s\n9WGbOWhVXQxdbrEkZ4HNm3tKSXstCbcmy/XK6vgdzW9Vk/BRxjGx67c2A25xnqo7Zm4u+Uel0VTR\nPKZtw5QN0mzaNQixv52DANAztD0WMCGDPLtXQvegoPmrOnw6ZIyQWm3mWla4Uag7mUaYsBi3GWME\nDLkcBK9YYy5MtRq7du2ZX1+4a3VhtLh8crebQu8MTKz2+0G7nEy4ZcetFB1/vc2KmKo1E0mryVkN\nxgKrmq/bzUJ138Uw7LMyFdoMWCpRc8uZIZbcQmerv869bOgX7cFrXiY1nnmVj5YKj1w40X44t+9P\nVm2PvLYFqYYNKuRedJFLxMpEakzkHYMQo4egbtcgdOwR3nkQzMLAXC0arvUsZl1qtAgALJ20idlh\nEBJ3Gq1Cts/eSjdrfuja2TAEAHniNgE6zQS2MwPXduX//tQ3BlOJ2WLt+OfTu3f3PfvV1oOW13yn\nma8kiixs2cXhNl9dnhiwmd/enE5t2YNbC3eGW7Xk4mg/2uXGOz+6sJlf9DYH85zqm42JYiu7vOWn\nd+P6VpiYbPavPbgy5D2+cYGdbdyyL3PbZ37k2QPP/gmvINac0PJtuZNWkS3a2XjjQRBfeh7xdXMA\np3ObVKyOHkTvYfBTPtkYpHI9CsMQGbYL6LRPTFSrIQXouGEYIhob3Vloh5SuOh8Y+NJG30kc+svi\nZm7rPU+/2WIf+9KB1/h0/5PeAJacPcuNTOlUMWdXR68tTh6o51av8q2k5xS/kjtQX9/39pVdA84L\nM3N+YWC1yZbtUWLB1a2JoWFKzPntvqA6yS8fPFcrrPzqrh89/eYtiy98bPQEnvvCgR8p/upizkIK\nLYVNqZMUOr9Bd7/j9PgrCOZu+BpPfNEpe69fWVQpyKwnjDFCl7Xq4OW2K7PlgpXoL9hhpdrixEO9\nJx2qKfQQ+PuPTgfN4loZ5l7NFGvftEqlkZds+7HEhTJrleuJ7HaeLGdoOmMxf/IOu40ng8mjod86\n/sqBXa1D61ePTSYse3X5IB8Y6EvkhzKF/tC3hnOZ1uJ8mY0ONP3Sdipx65o1MeiubxzKr++ePpWq\n7Nn19Lc/8D7LY5wYdvTkpktEtf8Z/gQEHecBAEIuYY/9Uh1F8lGVdUZfD5ERs+qVAWpuFKz5Id4E\nrLeKqbadQD8kvUkj69VtCzz7le0fvXC6aPl3Db2T7mep8eb87re9s7Xam/agk8xlrxVgy7NZe3hz\nDW4bLZX7Ljx4+0rbbubfBc8nBy9s/vXGV+3MVvHh+dWGlxxeb1CqGRarUGmXpj1qBsU3Hls79XAx\n3Bhd+PyYs/mh2adZ+8lLx0aW3/jhb2/ansV8S5nqOvt1Y8JJHCRXQqQXiC3MCsfqvbZkZAaDjmfk\nm6Opj0wcYyE29ho6R6cCKEzTCDrjNyJAANAIGukf+ne/9vHbfv6XDjTbforyeR4mLB6ixbTQb1kB\nYN1p4N43br+Ns5VE+uDKetmfued9QfDmRL6azNVH9jS299TIzaa93dvVo3b1lqE2zKzMf9QN+6dP\nZ7/XWX6g/7j7vgb2OzbL4eg0pvyt5tAwcitPE1hDi4La3MCB0+3GA4P72k9+2ttjzzyw+tLP0PnD\njXeSPqDDXcnddZHJ1GSP1PEusucUcoN+UqP6X8CzJodZ41W7mSm0wnt+sbr+o3953956c/yPDuxf\nfO2U6zLGiaIUnQmrEPjjY3N31jY//cCx/3T/6vKxsWdyD2XyKxNPFq16PWHBOrc433YbMH21Pd7a\nck+vjfEhOPvmXN/mWn3yd+9wDl+h195OU3l2wW8xbGyWmim00OW2tZ10QqqFuG/8xemphe1qJjkw\n07IG1uju5ubdzx4e/Prup6dq1cxWbI9Ip5PwOv01S49DLP7/X6TdXa4RsgMfUxd+7dmNKf/TtzMM\n1p3m0lwwWzH8TUgInl0p8OJ9n341feS1tX17y33Ta+dmx5due/5sYmzvS5dYu5VsNGt2tlCqB5gs\nlY40GmOL7f7bFnavnIH8vedX+5e2ZibOFebGE0MX7SSv5ur1ZL2ZDLyEB1QvBoBeyxv4njfmlrK7\nl55+YLnUt6v97KGLb4zvm6d739m+Y+TY7wWQaavD88xkVMrP1gvm3HAQOst3Ysj7Kxdl55KajZ+0\n23bi8pt94wMH9r28cfzzucV60sk0OYDgXWrAeCbp3JUfthKnwuLykfwXw83x0aE3X5p/BNaKr+bC\n4kZmFi5hMdUYP3988tC5xLu/sj6y60x501u5b6l52+3/NXFoc/Pe3HP5qQX+vZ/b6tu92QjRGeAt\nalYSA5ktmyA9dunke2+/kPnISRY+FewZau8rvzD380nrjm8vjh/O1v7aX26mm80kQMx/E9N1r0O4\nyPaqclv8r1EIACjR8vJO1RnzQ//0nBeMThSgOJZrl1Ap2dJv5YQF3z54bf9P2S/PftR3H4Rvrdy7\nNPGRSjC5e+UsBJtbXjvkobcQBIUisyvu+bXs1sKw/eLKZuLe99e+cmZ2I9y9+bX1OTvrbpXDemOg\nXPHW6rS22XZygTVetbkDo3tWT9+Za5wP0yPV7dQ961tsu7br3k8HM6nsXqdeGQwd3q8naqQCm/90\n0bYTNRLdYCVcb3T+53lxImxBCEDchxBcu1Barz2NjFntKT4/2JcMhC6qzV2t5NbBgWa4t5r9h7Pl\nif3N2ycqfQfT/h33PHv04CbV+6rJYCk3HCzuWzpn3wlP5wrPJT90onzotVrm0XorsXDp0T1zCXxt\n9seeOTXS+vSxw+9cCcGarTV5LkhMb9SzuJUZLM2nM1fv23f6wgNnxx+4bTWcCGc/fOHS/uFM8+Ov\nvJbaPPUzf3CCcYMQBBBtw9uJTN3s6X8JmSAwqtqn0EzbrTBl1VtOOPPz5dxC/3+cHxnk64WMSK4r\nniAEyniTw6fa59d23fXsm/Vk5ZaHn/1m+Hz1gen6ZShhsj/RaK4n95XX5nl9b7ZttQN2bffIfNDA\ndvpMyc7wK3f7Ky3cwMMvJ9fyteL4UsLaLvgrmNtqcKvU8CiFbCkbnua1Ij+3NFpnm+vrkK/YL1zc\n+iPrN6on7Rr8tX5m9dCAlc0I4AZ+TdX/8djXzkfM76T5gSbdDvcKnhGlPe99PyhXlNSZ1f2JJk9B\npenzVCP1WJ91JuFf8DP5oJYkTpbMOC6AncXTWCn3YWL82O9lx73mUHUz1b9VO7pYnfIqOWql1vmk\n1/Ysb/TyFFsMBq3MFt+erLrZ7cBuuYGXXc86Lct2qnlkQd8WcTdlB1XMsbINg+lWvZKlZFCH0Yu5\n+mBye8OdWBv52Bfp9pdPft+Dn2b+5sIETrTPtSyRtwtU6imU5juuKaERIIgNenGaCQMedRNfxQ7I\nYy+JGQON8Rvjg4AAXBxG0tNMoQYTpME2sh6Zg2UFjO1Nzv+G8/NvFAv1qg8FK1FJZDgAMkKrlWql\nakls9/XPUuNA6vzBR0oPfPaMfU+Q3q68Wc3c9bVydWPCtxvOwenyK5uzB/nCm7vHHn7zbHvvno13\n2r691BdCZbY0CG07sK12Zs31nEbKDf3C5u4962eswenW1SA5BSvLuVwFU5vMtXjo3vbolzc+ub71\nxK4/LNy30Te9/Ex6z1++/b+f/mO/RXbbbbgBEiEyIpHpm0yPmjTsGY4ew9a0MzqKBEwHi7t+Qf3P\nzgYolEiOVIrL7jssaC+GrX+b3Urbwfa/v+U/vOh7ed60XeAcWJAOqJLigW39+AN/8pXvu+/zHypc\n/vUHD//J+Y98fesHLx//3qnixb6Rkucn71l/a89geiRx7uO3fHPj9479wn+rfSZM8fKeh6A+c+Lu\n4iW2/MjWKyO4OJlbyteDxFXy+DvXJqYBnj6SX0s9Oz0dzjRPHjj6fILWEn2Zzc3MHL/tU18Yd9or\nF+1TTzx+znVu329Nnh7aaji2y4UNk/9VODqO70xfAXIRCEidS0jQkVCwYyXIpdfT14zxDxQt1PhK\nsAgR61RDtCDLfX4Ew5eLk/W1os0YcQZOqzFWc9r9C5/4yCve+59Pfs+rzzi3fOuO0dV3hkbn3Ts+\n10htlGi6aK83bq9W7ns5MXj2wA/+7LtWLx66sjE4fHhl0q498keNc9kP/YeR/Puunm62gv78hb3o\nDLW3w/6lMuMwcP6DbH7P1/PH1t4ffmq678XJ+1tvXL734d/8QN9r8Ivf+Movr/7Xoz/xzXM/530r\nf+eX+3b92ys+d9vAU5yTzHYv8wpG3b3uSthRMBu2j52xVm8631AU7bQSIqhHyFzPcRJ+y0rW8HR5\n9J9+ahEHMr7HLRvCdgJqnmtvH/hw5upd7p65r9rJ8fyB0gzYdK5+KDl0wU+X80OtR+CrW3lgd73c\nuvsLhyZOV6BxsJBtfuBTT62HE8teEHxrImPPnWOsWGoVEsm6F8xBYWa6tRyONXLnrFRrb2mucr5v\n70D9XS986YEHTr84/t1z6/dZ6dv3vbL52NIfDn3i9NqEP+89f3GgHDbJy9abrph83NBkbkgsQduO\nlWAMgoBbFN2vBkKNG9e/yGcRTEbX1QpjZqC5ytRKMGUGYoCJKoQ8E4apwP+eL9btRCFoo8Ug5Am3\nlLCd+qF7n5ypbef6zqz93POvPbj7L8bHlzbuWFgdGpojmGkd/94f+OafNw6M/8B/Pj9mrTipT0wU\nN35/y5oaWwmqM+cnzvbVHajfdX4jyIStsbURSAaNPmhfyweH+pfxcj10ZxgkwsyA5yfe8ccGT7bL\nu1fqhfzGYxOfsd+3/lrh0TeSTsnJn81fTbRaYa2/jaEwE3GpM5uT6wYrYadBkBSPvGSRYNhpENTX\nzkHYASh3sSN9n4U8wLZr19Fp++k7tk+OXLrz0VffytrIgDOwW9l2vpyHZhH6b+lrhfcOvFLenj1Y\n2VpnxW068Gcnhj0+5J2b+oXJX3kq88TBV17J7tnzU396vM7uW9kM3arNLw6vTddZvx3S8KZbyWHT\nvRZSchsms636wNbU8spk9p4LF4NaanBj+ugVHDlfYq21kUpw74drvjPJczlwvtH88Li/nkg4r6x/\nbXuFqIo8X5b+Jqk4UMeEvnl21DkY8QvxDMF/5aIS9UQnh3S+ComFFGRDSHuUb7mlkcZGLcWBWRwR\ngxwLtpMQ7vnE3vGFoy4PEre+ufTBUr/vcM7b3pesZNtttlJzn/71+9/050/uvmeg1HiuCodWVtZz\n75QGi95D902ODGQ2+1p2LRgqFwOrWQtK29XPN69UE+Bv20VYXzuVS4+zpustpQsvzi5VRtPb+fLJ\n/T9oZdoW8UzrsVN9YTNlcXa3+6F/91KplcRWXZKeboITdZTraMwRtkXzwvWKAEemWbRXvRH+7QGO\nAYA4gI3M33aI/p/K3jTYsqs6E1xr7X2mO9/75iHnTKUyU5lSKjUjJCEkjAwGC7CwDbbL5S7PptxV\nji47wuAIt40dpqobg6nGA8YGl8C4AYMQg+ZZSKmUlKmcp5f55vG+O59p77X6x7kvJSh3R/T98+LE\njXffu2edvcZvfd9I4yHX93LnzpT9HIgQEftpPNDVMvbTN5n89hZXnIX8wERSqOsWxbA60/Cj0ljU\nitfmntw/lsotN69/6arG89cv4HG9aenusX0HcrIG04dbpblW/Sp13hvbC1PVnc74yHuT5fUTP7y4\ntjBSWzHrpS4M6dLZU3cNjrfNpuJAetYv5F7plmGP1REUb1zyFTlO12/698LZUwY0E/cLgf8/qwnZ\nbRvPqExlY1b95q248hPfei0A2ipmN9EgmShEd3QZc5BkCT6o1Es0q8gBQBS2ssHAcYV+IKMAE2RS\nbFBbFEXCdgPOQgJCKo6sCiIxWoNEacVoF1Fl6LZcr7g8evVvrVxqbDUDN3TX27DjmF6hBTXUW69d\n89ALPbd6823/8k1n09XD53Lbp0qXNifHD87n/B27b1ZYnzm72mnUS4ZzaFqxu6Cvp9d3/8TZZ8Zv\nq8Q7R+e8Ny63ps8Vo120gO5gOjirwOncdCTc035l+D+lnWOdXwviRueq6vyx6rbhHgbHZetq+Gdz\nPZEgtVYIJZuEb7AUKuoW1gciJ1SYgsfsJITCCCDEAsBa2z6BxP/7S95ihr6V0LI40PEZEBkFMd9W\nhcTkLUDqMAkysFEOIDILOmT/p4/sw5YViNLCgAjMpK9YGwWEBSYrlSk8ZOePXbfj7KBzuFkEFIss\n/npVxr3fDiqjg2fm7jw1dHhoZK0Z9M5zvlie5FOvSXn5DN35tqfzm937Nv/3G2fthz+JE73f3D/U\neOOhqfW6Z70qlDd1Bni83OPyij0CUH9xtp0ceP6bQ9clO8u3bVq//NwbU3xVd9ti87rbXjhsivP5\nZAWKy198YNu1Jy8W7KWaaQ/vX2yaIbDlCyPrB37tP46v6JgF8S17zVllbwgp6AmDHw0tko3zKs74\ncZEZSIDZgr6ikvIjj/+VoPpjtFIIABL5LqoYM90LwTTo+GjYptY1foqpjtFJDTFaABQ2P+7xZKPA\nIGHUnEqm7Lohf5E1MixTbyhXiBv4U+/91+aIimNPQIAQJS3EKf3Mjr8o/VRjoQAv3aAmghX9ytLY\nniDw1cUnFsU9KMc+w+O6nD507fCx0a+r8od/JrBPnji52HCwa5puUu5hLiza6nBpbOSqA8PNmZPL\nubkHI6eA7RcmotHoht/sXf7WmXbS3fyMK+4N4VEs6uNAF88eu27URjpdX3XHBvyjc/eO8+jc4pbu\nO4dNWmkACrC1OvsawkhCVtjvFKCVx6XgQi50BpuJz4CwQfWKIIx6w9dslMc/+urnu28CuQSlJIbC\nIAdMJBYQ88p3Qk0GRIsbo0ux41hBYCvoEvz4QQAEQEIQ6bP7EgKSiFUbRkZAsADNE650L5j81h96\nOixhkIEMAcFPC8M/J2QBrs/J0sL2Yf3ise7bdlZpZqV7ekqPtup5Z/bmXzzy1Zt6m9//l/l37v0v\n6rvTJ+aXW7U0HLp1ZdB7pVm01o/WuyttcpzrJq/a+f7a0rEXmmF7vtm9ffPDY98qXTX8n5dfP/W0\nMbtv+M5WbNWbqyO6s/Di3cuNYMfIpova75UrWypDYZzbeZFE/9w/KpsN/uTNvh0CCglIbtYtpsvX\nzQ+XLrpNPx8ikDAgMWIGRNU//uz/f79EQGbKoeMr7Hl9zyERJcazRMRgrHLBpwQ0Wc9aZlF9Jbcf\nPQkCIGCBJFUussUfRWsCigj6PfTiEfhWvqrDQYVJQUgYGXLd/PpHr65X7MM3XXtq53vrlXg59+5N\nkwsdWIb1VaZocHlhYtc1pdbW4c7XnF+6e/LsMz94kds709pAtTXy72yt/M+fv3r8xfe9diKouqkX\nPceFXO36+97zoUuvPnOCy5vPT29959IzNrjlXR996qGn6d7gzPnRsiXeve+177x/3/GZZHRC+WBZ\n7RCTlNLizh/+dPTuI2fayCAEqDP5bAGFIECEzcHC1uVoyx/WH3zfP71Cge9aoAy1yyxCQqD7OSy+\nFcj4pkm4n1C+eS1ww9iRGBN2GWwfPeylhXaYzxtjI44NObYboLWh47BNDf0bBCNZNseowZJmYOkD\nAzbeRhTGtuegx7XFoaF5LC64boqWkFFSok3vAaf8P3ZO7C/LiFPvNW+YXHzq0pYo3dKaMWO1pdKv\nna7c9ZV9+z8d/9It6VNHFufDG/Ovd/506p8d7/zs7Z7MtCQq1mqm6aWtmltJVLN+7tGxHXe+9+5j\nRx/9o2vhe58onNr6ymPn9u/8gw9+/bN3HcvVTt4WfP/kVVd/+9E737X2cMMdUKt57PhaSExJFo8c\nGv3l/5awsRl931sfJkDqlnYceDxZfZBPrU8++NRDQpI5q5QFRBQgaOljAzbUD37sXPQD80YuiQCw\nSjGJk2jLQKRAeqxj3StxPZcobySOOsYEw2u9cmwYyPmfV6/6GaoAAhDarnUUMUOfNBOFGAgQxFVd\nqK4klfkuUUdXJFaICkkU9d499Gp9/MObF8/tcrtnV3ePlF48F5cH6yW71hb31PWtA9EP9sXfGbzz\nZ0ufPtyxMNRaykkrt32pPnb+iX1x8iJMvRT8XSMqhboGc6OOTkuYTl365v/1gQ/c8Y6vvpYbWT2/\nuuvdL8+uJls+fPCx40fv6dQ7i5MzfzdYPP8vQ9A9uzwx1FF+++nZO/aJqQc3vL7H25L2clrsFWVi\nBGFEIBFb1hcW9eDqYy21uOsW55FGXgDEMlgWBAYC1EJvrZj+jcLpR04CAkA4g4V1V6euFXS1iE0c\n42+7q/7tghAW4vVKqCY3d1oDxfX1WDli/k2qHQEhYuNQ2JZi0UmTfr+rfx4QEZzEjdHN9fxO0bqF\nHucJVLYw2Fqcf8lset+5q8ZQvv/fPj62ZPzhuR2dtdbRKYLXN534D466++/X+A9u+Nb35mvaT1Q6\nM1C99OK7JuZEn/l+d4dV4AdLNQ8jN3GqqgcmtuLZytyn/v6n/+CPnn1o7p/VhWsOXWw23dYfb/3o\nwfw/Fe64bCebPRpIvzW0fyeoMFWLpTG+eChNy21vKPfqDVODZinTGssk0vqRQcRCLswb0y037v/o\nf3noeLw8YAVAhAGQSBDBEg4RIhGLBZVaT4deXAqjoTogAQIaxxoFljSCZVRkBGQTrgzAolUKu8XI\nHJxe1LWeW43cKZjsrNbGV8LawlBl1tHls04yujTW8NmSjlPPJnlMg7Uium1NTlTukCgTzN2+9fnV\nlGXYsSxZZaGAMQ0hR4lvHIjcKO8l2k9tTq05jtMZ7N308/nYLVcaA0lz8xtLN5eNaqv5Ur098A+P\njMpHzv/T7xSPXv21W+46//DJoheLilT16qdGGrfu+2qjdvKdv908+91zQS60rBVmutPIqbi+F0Y5\n7m6/8XfL//LtSL+v9PzN+uXYbYzV3rnw2XalGBy/t/ZYu3XT7zfQH/MjlebqZtCKuzLSids15u98\nqRtZf90zQdPqUgeCJN91cM3PpUGqlgtGBe+b++6Baap0dBe9yHoxgrAAGsIhRYjCAKhSo9Gq0EVp\n5UqqbXM6ZsewS6lFREKlwFrLvzV3upUsOyox1fqgvu2VuaHiSo9x9NDxVzfVLn386De0D770Bmc+\nsuWLHVMKUYNBCKoD55OWrawM13m4WbPY1gSUOumhm75+8VC4EvU8QCIEZi0SUC/plgx2Czp1E6Ut\nKlLGhVwTts45ny8kHd6bRFVPUlIqPgsjPU8tDJ351ikz9J6Zl53u2sgHc1+6hKXQ8daVpYnRw8mK\nV+hVB1bjgYWBxOiYNGaNMcKeFIK0m6zn8jVVl6Dz5x84/YX1cHx2y09efi1a21Y8ff37/uGhLXog\nScbUC/bXN3cm5t47u9A7UEtTEG/+whPubxx5r5373Lc0parlFYJ0Xvm+cTr5RPkdYrcFxRjjzq++\nbe7+z30mHteq1/NVqGBDM1ULIDFbIs/xE1BKanZp147Tq92Cl6QaSHSOothhQK2ENRFfmDHW9zCW\ncqpGp8+cyVMP/FbabOjtq+HEnxcKAz2DJu+MThscaq37kUcsKFKfTZ1r9z97oVrvDA84p7HQiAr5\nXvzsU7XB3W2+XAYQAGZGRDBxKKUgDHIYpQBMgTHIHrWwkq7wBw58zK0WBjs9GZbF0uUd6cLc0tDe\n6eLUsWNQ4wtX3/q30d3ja5/vuQFr6CZ+sKByPPKxJ4/WoplKWPeMUh7r1Be2fd8d96A2+t4TT8/m\ni77N/dGXP/XJ1x9/oTTWnh4dferwPf/+25++d/t3k50nW1tHrn351RtqnfX6WL5RWjOB49rNm3KP\nz1deunHLLcfm09Rn32nG6IUmCCsLyosKdcf64iyXe3fd9v1nly482Pj8+Vw+kz/LcMRKtDCxMAsy\nkLKu40XmvkPfsBUr4iobM2OiBRCsBrEWEdX6UtlSN9Bes7njQjw2GsaRW6EwvZSruWqlMLtr5HRY\ntqaYPnl1t619hphcHTciPVpePLdeL3nb1Olrfv2RlnJWEpZ93PL5xBtOkDgCgERAhCo1qlBRSnqG\nCi6sx0XSChzPb3fLnZ23nG8PB7lT7+BivVkOLwa733ZqajeZkVeOFHcthJfOlvdXyo+84ZcGe0vF\noDM4NbTFrvSqKw3rUSomX2gFlMToY7abLhaVgqQefreZlFS3m5SDIx/8w58amXVenDJ7tm4JH/rQ\nfV//Xu6Bh/950/gLtWtqz+++5+n8y+8uylqz6EemzPbAvhfN7K3L1xxcKKVS5VZc3FSYacZ2eai4\n2hHtJuscFOPCo68Hrb8a/lN+fCoO2JJvBRDBMopGsQSoOOUETRoO1o397ktzeUcJWwBGlJTAsAFR\nhCpGgNdW9xcJWHWHdoyapU6p1bO63XX19Gh93D87MHIpFneX/qFbCA6eP+N6vVwEXoCRTk3i6Ib2\ne7L4zju/3r3sG1ebTtLr2e7qiLfmIbIIEhInonTSnR9AV+U68wOFnCqkve7AQC+Xw3xny+0Prk5c\nNzamw/rp0qZL7zgajA5tq5yoLp3j1J8427Bnyjv+fnio2JkLCqbH0dZ6vP23vvPU41HQIjf1qNMJ\ncuykhYRQI4hR1qaqgHLCRZVALYh7O5p/+NQn/+rw16bqI4BbD58b7R0899qNUNrlDO6q/et3bhv1\npOcH54+duvd25vWC17nl4mxaLe6oFjttvUwDQb0FhdDTM/e8+4nzxW50qHyEArV1naGWfGCyBX5o\nfNunACcA1ArEEDGLBYUQT0GOoqgAbV1RXesZVGyQwAiCWARillzOo1TAWfnUwX+/2jyf7wglNgJx\nri2fXLz+Qs0fn/J8ozsr8HLLtyu6yDZWkCunaRdV5CbgjU8/xOIEPWuRZpa2rI6Rn5PlioC1gKiI\n1IC/Ml/V6+IPl0xBYoqoUihQ9Rcmv/ZK5YPnjr5r09WFdIVm29c0vnD9tc/eWLlmhcaO1Zf2lvH6\nB0du+eHZSrvX86yGnuXU0uAbn5rbsf2l/LpJOWg4pYbFfCtFRQrFUlJ0kgQRrbJUq1biie6pkbXv\nL/3OnQOfiTvPbr7VfuY/qxe2ruKOk+s+rB08+/QPPnq5cfxQ79Tg3qd6t68NRgVXNl99/Gpz3fFX\nE+65QdRuOZwLuoXxR8d+8XOzHo9Xn/fYSjnOr0G8poy1rh/FOsvS0RJOQmpJsUW2vk4jj021DhPT\ng0EUe05KlkQIokw9lVCEhXubNM0Hurv/mn/mcGDotCduITWo7/J/uOBee/id/hNAhrvKNeFI0ErZ\nGvJJF2YLHmvrh+VWo7pCyXDIJBQEMhWYuDrYxAgJRAiVZqfEi6sTXWei3nbcSArDzc6E3xta2TTw\nRuPQ+3cvFirleHaTP+9PPvZfW//rYvlt7hmUh5/ds/385belI5ceqaowLbY9ve5U0rxqY7T/1Kqr\nHUQRFQXvebYN2MorrQiYrRJrGEBcBGTKp+2c14PSmfHfvX/ple/O/S+3D/1xZeC/j+4zhag9HY7d\n/fLZ4K9WW6X964dxx9N0+8KuYilhiJOh5dZ3vh0KOb22V87PxQHVA8xv6V6s1pO4Wpyr9FgwL71S\noREhkiBnaBaKXdwGcULaCNrUcVPq1ZpJUHI9QYVgrEmRRJm2BmZmUgyEtuuKF+ZBOuwFUT5UTleG\nqOeW6ivDfhSVGzl3MCqtT4srJiqUWoFKU1dZUFFgvNBqrb3FquoKkRenucTpqu7oWiH2DBFYy+Ag\nutixhXjp2v+w+I2lze3iwWtPPhe3tw03Qz+2N92+3T9m1d65fc+H98//WnH8qnc8eP0tM7Mnzsxs\nBloYLkw13vnS1KAbj9QltjopiMEkJxy6kcPKtvKV/+0zU16upxxHIbOwsow2MVizqhR18j7oZseN\nt17u/Ppv5B//Avz29n969LN/Ol0uTibSbSW5oeWL79q26bquz3PDnaX9+FTpllyzGHtx66kTC5e6\ne2fnc7qljLLhQMjQcbWzMhqCDRIUr5tPgqYCwtS4fRETRd0cVkW0QuYMV48WtLUqhw4JKbAxC7Ow\nUX01LxI3jlkI0XHBWEexiBabggaTgY1EHJUr56TV7imyWU2oNqj3N2pyREChhB0XLDuo0iE15Rj0\nuzW31fDZQXag5+V7oVXJhy+8lvOXCFu/MfnE4oitT77rBvvd4i1V4375+nuOvuxscycvDbiXPhdB\nac/A4yP500337RP/GCwV91xaDlIXtGnluuw13XCE27XIaq/NhSC1YjyQwBEUC5IwQUEbK2IkZ0zk\nlLccg/Vf/IOFf1wZKyVf+f2nzxc6E3sahclH6Mb2K6vN+z45NxwVEShxTn7jd8qpMmGr9doT8xg3\nmK0Jum6sBPqwC8c6ZDUbKwgGyEnFgYSVQym7KmWyOAwgADZTM0exQtZoL1UogGIVA0NfJQ8RAEVx\nxr2lHUpEaTCAwEYILKIihQhagDRaixotK2AW4UzdGqWPSxNEBEzB0WzFM+hNqKlIW0pG/W7cFgdY\nQ1TAMJXh3DtWHym0tzwQdc0rF/O1KNp756SCW+cGcuFTw/uVp2KnXorDb352uLzu7osvrx040ard\nGz7LGFolYdCORiApeGmp3LE57wwcetZZGE5prVRIAtvT2lonAcFCWXXJMytNFRirGcq1ebfb/sVP\n6K/+43V3PVje9u1CuhtylR3h8y994rnXyuXfuDHJh3mC2G2/fp1r0IlMPdf4wusLipmpkwyGkdPH\nLBoNSIqsZUFhRje2DljQqIxx0LDOhjoCjNTfGhMWBWmmTctsIQsGDNnAQqG4KQOygBjLJNayQ6QY\nhQgRGAF8BJsAqkSUiCUgFkAkNIiEjKIEMDM5ahQCIWuWgTUrgThqGBcBUEib1OZpYpgix6dbf8Xl\nLz3Io92V639nHONCMiKpf72fIwEXS4ral5Q7Mzxb3Dy345Mv//bW6eqWxtgi9brKTWqJd8Pa6C2N\nidOn0pG4VRyJSzXT2dezBKyJQWlDIkEhLbcwpwESJajCbtuiW/tq8kd3nDo2uueFHQeODi/kmnra\nG65+b6y4UGqd2NnrTPWuqrT5RgOOIXI3xd4Nw4vHm63yVdMLYgObjQ3AUZRaNEzMihgkstpVhkGI\nSISBQTMLaaUBhBlAKbSIIAozAn4DKEKK2CISCStK3RQQyYpYAwbECgMqFATqbz3FSomwACra6Ikq\nBARLRKCYEVlQJFstFUZwDdRNMVBOJ+opp9BDARCLrrXSujh7xKqo9+jKqHvMHW6N7rvzQGO15kbT\nE4ZHlg6L5CvzE3M+76ouvb3Z3gTb7j/m7y9qTVP1YBnGVuJcVG6cXDl1olErvNYdyDfmIRrstgf/\n+vv/Z62ZFJwEcmgUp6SiwAopH3vEmsRbL8SSH31k7NeuiZ97e+nC5OWu0vWcH8M7H97+wN+0D1xe\naKuZo9P3KqSe77GFuMVyzfDQp89Ul8t1SVLP9r2vsgggFgSIFFix2nWVMCMSoRChaCUWBD1rmft9\n/GziLAQsoAAZgYgAgEDEkEmtIAmAgMpk5RMiEka0fW+vxSI6gLFlQkFgRIuIYEWYhIUla12zEIoV\nTLTJOUBmwE2kgxxpZERLZBT4xFFqaibfeazMMGrpQ4eG5HkzffOueq0uI2e+THvG/bV6uVmbcIe3\nnCunyab8k0PbZgZmMA/FysW42ICgFS+7uBbOD+piLFZYbBiSizEkkeuQGM0AqLTf074y6NqExDq+\n64gUC0v/UP6wgYWf/ez2va8PdCuL3vXn/LuOj7zj64/eUh91J8NTmw6kXGLUBhabnZGB3qbbz9Pq\nSkRa/HijBW2YwIIiRE2KUVhiYAMoiASoFGvUSnmOFWszZDSQwMbaPIOTzd0ZMlsyMMf92REpBQqs\ngxEQISPZ/jTJMiMBM4kIIiPYDEtgkCxKppkDwChsSSyo1IhV1kLbs/mEDPf1BSgRSUComJjULVdD\nM9abv/3ts7PXlxJfNw84yUDrzGrVOtX9Uj4/89XVXU9u+Ym8waVru1tGq+cH30g3DcdNKvrI1UT7\nOb7U2txUwbzfG1oqF7ofWy6G5CQqh5FlLdiVMNVpgr6LgeJEJdBzezhbDT89uDvsHN129v7G0ZGr\nWjJYeHFo8ZFfWHiwMIml4j2VnLhhIRazHj0Xtt5VHVB3v/aso71OCBuiboBeApA4hlhZYcQEhEBE\nSAQQFBnRgOS4XttaIRIWJhKDLiJQpu8kQIDAkg3oUbRRAgiISNm2ugMMChkIRDhrp5MSZkYLKFaQ\n+lNLAmspa84iEGRr+QTko6BlE0SWqmuR8hgBlAjmLLCgcOz7aCFXjtNN7ykeWVbl1Z90CnFUdZ9f\nu2PX6FhVnwvrZ88P+2ut7XJi66rt7DiS3nu+mcwf6+UXfJrfnTuuvc5Eud1rjo7UjReRhOoN5YSi\nTOhpZkWQNOo9zzNKadSpElJdL2nlF0Vz5+Nfu+eVh3rJMauc9Zws3ateOPSDI7n1p+8/vi/O346p\nCcBV5APLzmRxPJ28+Ri3NLs6hP7c3OQTBpVrW2ALhhyjlCIrqbAIk0BKGq1AphmEwEaLgJiMcY4U\nEWdzXQFUIoDArK3LmREYAdgqVJJpP9u+NDIBWQBwWCDDxaImABZiECECgyTAAGRYoaBYttblCIdK\n5erpaXEjAiASsuIadBhdPy7qJBAMN13LS1GS3xVFqnC2Vsf7thE7ydTRzd03yp12o7x+8Yl7gjA9\n88Ta6AW9VlyZdsqrZ7c+WR094W99cRRPem5nRexoOdXWja0IUtrxrCsWOGUVIiow4giwUp1BcCL0\nmqq6/Ht/u9t+s/dSdTgkX45fd+9zJ7e2zhXPnUsq5SE3rxal5fuxl9shtRd4vAd3P4yzXteqxOvP\nFVo5i9ovJSEipoxcYcmwkiKMIuyCNgadJEmB2ABqUJyIwkSJpACIOkNXCjKLIBBw6gkCM4hVwgIa\nTaogddASCffBLAwiZEGBZBkCC0kGN0K2TNmsQmwWr5mUloRcjjR11rX4cap6vmspKdqgZ5hS5UCQ\ndipt//6BZ169Y/jyzvTc3Va8Ujnv4uLa2OlyPDMVFqs4vLR2YHPHpmN3r7dGD66U91dKujmxeF/7\nwJwZOZMLIjcZudDKH1krUpgjo8CKShNAz2FlQBNYsDErnQhiocdCkihKa2986adGr3poc5Ka5Q6O\nv1p9z2OL5aGl4MgDMXTGZovDslwVCHpOqUhfk5t16Re/vNTOt32Is4eVSlF5qVza3vPLnYZf8j0K\newbFWgAEJrJKtFJaiyUAJMmCax+n28dPIkIWFLJ8yUFM4Yr2rIBlJASxYtkDUcyc6cLymwD5DGon\nG1QoijdgwP15HffZAOJIWMqza5WwkENDvVzbEatih7pow0KxEW52Z5/DxbRdXnJ1OKQ8gvDy+UAH\nVx0+Vpq0161M5G6I2r2lRG8e0faa2fH1G/cs1id5xEzfFK79DK4OFBZxND85b3xsK51kpGcIsTAw\nKjQiLIJ9YC+LIVQCCPrvBvN710/uAN/LlcrLJ992YXh9eGU97O6K3ZX60lU0ma4PtTtXq9a+4pjU\nK3c8f7aHuJYGCARA4LWM+v3JJ5LVIVhYF6/U4yRBIIWIWeGAGrUmNkyIvEGIgVl+K4ho+3Nr7guO\n61wEMUKm9ZEhVsAVZuKsD22v4GEzqCkAyhUlR0QBUGj6AOMNMlYRysY5erBRveqa8r9Ggdi0EBvA\nrhNElCDm1Go42rzn2tLHopmRcoG2nPrWfQebJdsKdwzNTZ7sBscnHxgN11awBwPDzkIr9Jy9B5JL\n9WUat87lvNNKvAtBaT7lXepJu2h6psJtz0rmalNhxSICYjkTRM/gjApBwIiUV7/2+/EHj/fGVjQm\nrHK5W/8H5N77Hfzr0clbdm5yPSddHZv97Ts/xk3MS9R2Z7pB3KqGkAoJgmBUEzhqD7VWVnLVio8d\nECYNyrAAgRUR0ikqMNYKZajTvsA799NNxqzWBRESAAxyNlGCpCDTA8y6gAJAogwhAtEVoYkfm+8D\nYl99fsMGV9SpEUkRmGhdqhMWKAALxEo8Y4uJyXWCNKyWTIhwMb9rrTC78xKMXzp5s82DGsiBxmMn\nX7f+drzEM4WmGVvrKMr18o24tDRSKXUnmMfGjo04hrTabWfdxuFcjxMMTOyICCEAamQBsYIsCkA4\nezAkgwSJsDt8ejTEj355ezyITOnqwnouoj1nTujhXy1jUu6qZLI+8Jcjas2dnPBlnMu/cOdfuPW4\nhAQkgKKaefz22VudkQU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TECTZGBZkMHNgQVAb607cX3bb6FMwERAAOKgyFso+lzpvZMgs\nQEgISmVifYlRCogC21guYzl5LdfJDVxXePr2idZ5GBxaO+FeXPOsyXcArBXERBR5eV93ODWgkBvb\na92QcoVm6DTJqfDMl7eWpsoHl+PZXi4XR35D0BhawoX89IpfoVOz5Z//yBc+vzC41L45aATLOYgB\nxCowXeWCozsz23Yg1nbX1PG6O7g+F6v4ZPqe4g/vvHD+2Y/8xJf+U+2L3FIBCqy/Y+FYzm2YpNps\nFDjfQ0yHa3VsVqMTHRutrKQOo2P6VEOIqNT/A4whuSjvBntSAAAAAElFTkSuQmCC\n" }, { "output_type": "pyout", "prompt_number": 24, "text": [ "" ] } ], "prompt_number": 24 }, { "cell_type": "code", "collapsed": false, "input": [ "def upside_down(im):\n", " op = lambda im,i,j: im[im.dim()[0] - i - 1, j]\n", " return pixelwise_operation(im, op) " ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 25 }, { "cell_type": "code", "collapsed": false, "input": [ "upside_down(im)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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7+9STS5t7uhcFZMfj1NWr6dyckna3ezIV6IVZh29erIa39qTUm5PoeGLqcJpe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/bdyv9t/5rds4LHoIhUtqCcyYL8YAwrJEdIhqUWbSprwFNaq1muxVC5AQsaAR8WwDye0aFNmi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\napjCptuCU8s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}, { "output_type": "pyout", "prompt_number": 26, "text": [ "" ] } ], "prompt_number": 26 }, { "cell_type": "code", "collapsed": false, "input": [ "def concatenate(im1, im2):\n", " n1,m1 = im1.dim()\n", " n2,m2 = im2.dim()\n", " n = max(n1,n2)\n", " im3 = Matrix(n,m1+m2)\n", " im3[:n1,:m1] = im1\n", " im3[:n2, m1:m1+m2] = im2\n", " return im3" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 27 }, { "cell_type": "code", "collapsed": false, "input": [ "concatenate(im,im)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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ZibyOMBguBnhcOY/Kb5Yh6HoIFXaghsWVoUXVNmplzpk1ABbQgJEzIIPClVJA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\nRXZ33EYsA3gfUi8vSDv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}, { "output_type": "pyout", "prompt_number": 28, "text": [ "" ] } ], "prompt_number": 28 }, { "cell_type": "code", "collapsed": false, "input": [ "def strech(im, ratio=1):\n", " n,m = im.dim()\n", " im2 = Matrix(n * ratio, m)\n", " for i in range(n):\n", " for j in range(m):\n", " for k in range(ratio):\n", " im2[ratio * i + k , j] = im[i,j]\n", " return im2" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 29 }, { "cell_type": "code", "collapsed": false, "input": [ "strech(im,3)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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VZe9rx5s269CLMmflaIR4QwAik+mfElRcrKDkjgqCchIKgNwwHQsCICLKS4vguABNpElL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va9uHHqYm3f5G2PhjAgjJQGjWgZIQ7jFC4eRGtCG2dkPXwscrT17XsaDQLG/BaIOExdBBXIN7kj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\nb6xZ1rXTpSgqZZHOW6BGd+ftynw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}, { "output_type": "pyout", "prompt_number": 30, "text": [ "" ] } ], "prompt_number": 30 }, { "cell_type": "markdown", "metadata": {}, "source": [ "This strech just *multiplies* every pixel. \n", "\n", "A better solution would be to insert the average between adjacent pixels.\n", "\n", "The same goes for *squeeze*." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Denoising\n", "\n", "In class we saw two types o noises:\n", "\n", "- Gaussian noise (also called white noise) - reduced well by local means\n", "- Salt and pepper - reduced well by local medians\n", "\n", "The basic scheme for denoising is that we change the value of each pixel wrt to the value of its neighbours using some function. The neighbors of a pixel is pixels in a square around the pixel.\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
methodprosconsworks well with
local meansfast
good on smooth areas
blurs edges
affected by outliers
Gaussian noise
local medianspreserves edges
not affected by outliers
slow (median calculation)
eliminates fine details (contours)
salt & pepper noise
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Examples\n", "\n", "This image has a XxX white spot:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "X = 5\n", "im[50:50 + X,50:50 + X] = Matrix(X, X, 255)\n", "im" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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3AA/bchhIdmOwDIaf/KxkP4/O4xD+3qGcUI95rSNwuhmaoIlC0NxExGxtPJqE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/9fEY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\nBF0lBsOFatT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JP+WpmrnID1yetzaKazoQh7L/tLz6jov5z5ZrCwyuOn1KVDic9ruSz06r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\n" }, { "output_type": "pyout", "prompt_number": 5, "text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Which denoising method would you use to denoise it, with what neighborhood size?\n", "\n", "To minimize the effect of the denoising on the rest of the image, we will use the *local medians* method. \n", "\n", "We start by implementing a function that returns the neighborhood :" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def items(mat):\n", " lst = []\n", " n,m = mat.dim()\n", " for i in range(n):\n", " lst = lst + [mat[i,j] for j in range(m)]\n", " return lst\n", "\n", "def median(lst):\n", " return sorted(lst)[len(lst) // 2]\n", "\n", "def local_medians(A, k=1):\n", " n,m = A.dim()\n", " res = A.copy()\n", " for i in range(k,n-k):\n", " for j in range(k,m-k):\n", " neighborhood = items(A[i-k:i+k+1,j-k:j+k+1])\n", " res[i,j] = median(neighborhood)\n", " return res" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 13 }, { "cell_type": "code", "collapsed": false, "input": [ "local_medians(im)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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J3sRaZMDE2D2IPwKOTxezBVcgYOM2fjTCwJ3NLh1+s62NXIfFSBNPeT4B7AAp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\n6qf5hyZMAsH8NN+NK/RDy4eZYxpno2pUYhv+z/LVzpJ1Ocs0RSxqkM6qG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}, { "output_type": "pyout", "prompt_number": 8, "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "local_medians(im, k=3)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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sV7xebsfSGgAkZ577EexIBcbOtL21o+unbcsK1ABQgu1KyBHKqXxLwEnUczph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\nuyAwoNv06XPQoiEBvJRgAgMohigqEgTA1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}, { "output_type": "pyout", "prompt_number": 23, "text": [ "" ] } ], "prompt_number": 23 }, { "cell_type": "code", "collapsed": false, "input": [ "local_medians(im, k=5)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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XqaJVbRasypeVG4WhVPHz35s8GN8by5m1RoGamJb1UY5Ys3jLsuCGn3hrYVrW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\n4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nWFZ7fTdjVpYo3mRU1Gubktg52MM6JZw9ascq0I6P5qGvYCTGhObb5u413D3K5ZHWs2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\nwaGoT/czuTsRQljbN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}, { "output_type": "pyout", "prompt_number": 15, "text": [ "" ] } ], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "When using a small value for `k` the spot is not cleaned, when using a large value the image is blurred.\n", "\n", "### Solution - bounded local medians\n", "\n", "When darkness/brightness is extreme (close to 0 or 255) we can do better:\n", "\n", "- fix only extreme values\n", "- neighborhoods only include non-extreme values" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def local_medians_bounded(A, k=1, black=10, white=250):\n", " n,m = A.dim()\n", " res1 = A.copy()\n", " #fix white\n", " for i in range(k,n-k):\n", " for j in range(k,m-k):\n", " neighborhood = items(A[i-k:i+k+1,j-k:j+k+1])\n", " res1[i,j] = fix_white(neighborhood, white)\n", " #fix black \n", " res2 = res1.copy()\n", " for i in range(k,n-k):\n", " for j in range(k,m-k):\n", " neighborhood = items(res1[i-k:i+k+1,j-k:j+k+1])\n", " res2[i,j] = fix_black(neighborhood, black)\n", "\n", " return res2\n", "\n", "def fix_white(lst, white_thr):\n", " center = len(lst)//2\n", " if lst[center] > white_thr:\n", " new_lst = [i for i in lst if i <= white_thr]\n", " if new_lst != []:\n", " return median(new_lst)\n", " return lst[center] #either center was not extreme\n", " #or all its neighbors are extreme\n", "\n", "def fix_black(lst, black_thr):\n", " center = len(lst)//2\n", " if lst[center] < black_thr:\n", " new_lst = [i for i in lst if i >= black_thr]\n", " if new_lst != []:\n", " return median(new_lst)\n", " return lst[center] #either center was not extreme\n", " #or all its neighbors are extreme" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "local_medians_bounded(im, k=3)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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sxmAaDD/5Wcl+Hp3HIfy7QzmhHvNqR+B0MzRBE4WguYqI2dp4NAlT1C7MGp41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\ntZ5RIGaaS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AAgVg1XbR9vp5xLe3brqTesF6cQ1q673lvghr+vz7nXT4Q0I0lct3ZP3Rdt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\nxVPxL9Xz7dm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}, { "output_type": "pyout", "prompt_number": 14, "text": [ "" ] } ], "prompt_number": 14 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Guess who?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, how do we add Salt and Pepper noise?" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def add_SP(mat, p=0.01):\n", " ''' Generates salt and pepper noise: Each pixel is \"hit\" indep.\n", " with prob. p. If hit, it has fifty fifty chance of becoming\n", " white or black. '''\n", " n,m = mat.dim()\n", " new = Matrix(n,m)\n", " for i in range (n):\n", " for j in range (m):\n", " rand = random.randint(0,20000)\n", " if rand < p * 20000:\n", " if rand % 2 == 1:\n", " new[i,j] = 0\n", " elif rand % 2 == 0:\n", " new[i,j] = 255\n", " else: \n", " new[i,j] = mat[i,j]\n", " return new" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we load a picture of a famous person, noise it and try to denoise it:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "person = Matrix.load(\"person.bitmap\")\n", "person_noise = add_SP(person, p=0.7)\n", "person_noise" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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+3YQN9TY2qBXl5oaQPPusfOAOf27GzZGi4JDKZxz8+JMINndvwh1uEmRzlKdN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\nBvxdmEHJXwM2fvfb3xDm+fGV5+JevCfl+CdxXVhhqG+mZGR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}, { "output_type": "pyout", "prompt_number": 16, "text": [ "" ] } ], "prompt_number": 16 }, { "cell_type": "code", "collapsed": false, "input": [ "local_medians(person_noise)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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d4nwLgXajyCaHcugDsFf6QlmKoXZH9YbFhey8I3Tp0w62DNkCj3veJaYV3ncJ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}, { "output_type": "pyout", "prompt_number": 17, "text": [ "" ] } ], "prompt_number": 17 }, { "cell_type": "code", "collapsed": false, "input": [ "person_denoised = local_medians_bounded(person_noise)\n", "person_denoised" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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Dy03liwHr2wRlJTZevQeb4rFkk3bhWr1J2q3cA37zNxFKgmvEC0hbfhIQK4Ix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\nrHoGaHQyYLufzFAD8Xfg9iwdbmZRsWnp6JPDRebnx1NXEk8kwLbK6sQ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}, { "output_type": "pyout", "prompt_number": 18, "text": [ "" ] } ], "prompt_number": 18 }, { "cell_type": "code", "collapsed": false, "input": [ "local_medians_bounded(person_denoised)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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iMGCdcSKrSqdGVMnPivgssJk1lwEYmjW8Uno/2PRpCVUi1rpfBnC+ZDi6PCSj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\nXCCS4CuqcJ7PMdpY/5yuQZWnOGtOPzLolnmOO96yuqTnsku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}, { "output_type": "pyout", "prompt_number": 19, "text": [ "" ] } ], "prompt_number": 19 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here is the original:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "person" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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ATRB4b8kADUI8W/TtNM2gdBJp/QdrRwEBCyAmAiRjUCLyAYwIdZ2Yx42fS6zD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\n" }, { "output_type": "pyout", "prompt_number": 22, "text": [ "" ] } ], "prompt_number": 22 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fin\n", "This notebook is part of the [Extended introduction to computer science](http://tau-cs1001-py.wikidot.com/) course at Tel-Aviv University.\n", "\n", "The notebook was written using Python 3.2 and IPython 0.13.1 with Pillow 2.0.0 and NumPy 1.7.1rc1.\n", "\n", "The code is available at .\n", "\n", "The notebook can be viewed online at .\n", "\n", "This work is licensed under a [Creative Commons Attribution-ShareAlike 3.0 Unported License](http://creativecommons.org/licenses/by-sa/3.0/)." ] } ], "metadata": {} } ] }