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@betodealmeida
Created December 11, 2012 16:57
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{
"metadata": {
"name": "Untitled0"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": "from pylab import *\nimport netCDF4",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": "url = 'http://dap.marinexplore.com/dap/u/36f5f442e137/6358dc40-43a5-11e2-b506-22000a9f24a3'\nnc = netCDF4.Dataset(url)",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": "lon = nc.variables['lon0'][:]\nlat = nc.variables['lat0'][:]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": "itime=9\nhs = nc.variables['g_significant_wave_height'][itime,:,:][0]",
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": "fig = figure(figsize=(12,6))\nax = fig.add_subplot(111)\npcolormesh(lon,lat,hs,vmin=0,vmax=2)\nax.set_aspect(1.0/cos(mean(lat) * pi / 180.0))",
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"png": 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cjoI+IaJc/BMsEtuU4zCcWZxuMT9JhooUG6RTnGF4jFsQXgMltDMNNzGr40g9xVRSTRwP\nr3IhC6nmo+UvAHCQ2Syc9RbebOTJ3YTdozMTgtnS4xGSI2Cc1rEPEesy7IiLOQXIa1oJ0oNuFrai\nZyNvq7nYr37djnEL5LZCbiMEtc8frAbc1iaodcTPg90eNZlZ/8WTW/4fEvLA/5ueB/A+DK51VSM/\niMFy2bywHiqGsMw+uB5+6Jifk6CUOlaynWMdu/F0Q3e+2El/8F7Gn7uWneBAKpHbcL4aAJ4DT0iu\nxwByweromAuRzhK9wO9PsGmA4iXQMBaCvl6aATK/SbnyqVzIa7iJcZDZvF6+lObyArrwk6Hizt3E\nrb4KXvrw0WNpgVf10nNGNEXIAqTNI47HctlG8RJRDcraMm8jYEXZOA3GLvzyhvM94FPbT//PMsaM\nm8uF+xL9fX/zQ3ALXHn3r9nRt4xPZzzGDfwCkFjjZexgRk0LvIW4XLR/vR67pdz5mgbSWFKAdIue\nD8yReTHViNKem0MMt+NVLce6cJwXk0ddGPriCNBOEU0EO1vw1JPUEYp85AGwG3ELVSPHDNQeljf2\nWkwDLoiH97YhfOlViQihhvvly7eRJ+LZ4Lp/8HXGjPUhWBdlTclmPsSrfJrHaCdgJa6qppImgnyX\nrzp86Tpa5QByBeQjF+wgPvTr1MND90KuQIwM3WmpbuKlPViUWG19ts67MASLgI8iY4AKmFLQTZY/\ngtsTw5vRZ4l9Fj1kWCdNv45obuJJxqBT3MP4aeksINKVRU4gTEGWdFqbRjttBHjvj+fAfyJt0Um+\n88vgkuWWxZV4fpR+kGGS1vnQ+dYA0x4FCmP4CRPIaMenol9A/uAIPrpLppCdeRzKsRtTwApV6s6f\nQrt3GvuZC0AN5dRTTB2lLKSaZgppJ2BdAFqsndgWhPyzuqejnzABZSq5iXGICgK57Xw093kJbXN9\nacBT/UhiGUt5XU47ei9lO4+L+OcBW5ELC+At2NViC/5ksOTfA6qo4nr1fX4lEj6n0yfMhe2qreQ1\n7Oi6CYEH8grb8BPGQ5xGgniJWl3fq1lIHaUU0EJO9510PV4Iv1PrPrUQ8ZvHgCEqej25Hv4iZCdP\nOQZMQ6z2HODFkN3ISERt87FRPc2TZcCG4GZlwb8fshsivXA8nk1XWFlfPuzcMgXq8zTsRlDd6SNH\nDQEkB5AnDjEl9l0eeZvpkqErx0vXTNlo08w2MjKjTDm3m+NfypbmheYQ/D+13Z8jxlezboVLzbUz\n8Rk/C/0nCfnDdJIgYEqwm5JgAxfyKo0UMY/9lChrJ0gjAdotsdWdGECs90aKrDwSR/ZUcMUC6VAS\nxm+9jmky6LOyC7qJ4XV8j6c0tevXO4AS6pM6vowKXw0x5avix7ku+CSVVPMNl59nEttY0fMibVl5\nTH9DBeA+BDwBv26a+NE8OvXUlcCm07SPy4DlD0Dbl+X/bSdABn3MdH1h6BVPB8+FWLTiFQposdIY\ngFx/v3/mWhGlh7DdJM2dQK50DhpOR5e/UJb6xcA+4CiyzV71GU4YhjdxWYL4OfOxInJcuaIL07Eb\ngnUkSyESShpA9MNplnYhzzWdedRJpmPZLiQm/1X1fQsQS/790rFRdPwEvTghoVcF2GGy8xC/YUWU\nmSV1lFBvWcQgYtuiM4h0FhB5S+XNOAi8A7572oh0ZdlPa5Cnt2KKO4bX14dbTXN7bBu4r9cr6zZ7\n7SiGX5CWN8nxlipcP4Tab8r30yWoHwM+bLlLQvAlOO+f/geAcmrZ4tpjLfu7xAvMdf0BGF37seo0\nhz6OhJmJTxOgjbf+4wJxv+3EtkCbEXHZzjB7Ln5NRtf57I5Ec5AOS9pF3Ii49mqBhI6z0tZmhAnX\nODogH1PjMiAortJ5yFgZfpYhmGq5a46RHNOuRdxLstEdwe4kfM+ZEbY4IaJcxgOnmBsMZzamD/WQ\nDCDm6cr4Wegk5L18JmKpg7xDe9T3QsQ/pq3t3S5pR9JdQg8hvb1g4MThqbm/9evXQNMjSINqM2Lx\nDKNbcDrzYKKeLz76bwD8+mbbfRMqgLZmH/fxdQAe+I+/g1ucuUFG9rtcnygD4B7uZ4lLsja2Ju7n\nV64I/3sQS/t4SxWvqVftwbreTBQrfcrRr7IguIe6PunI0vHOdHGHvIW84r8AbEv5DX8bkun7sBsH\ntjJ08Y71IenWX4G0I+kXUj/iT+9G9htD3goa0ul6tlpT5HwWIcZ6IXYOHR3DPhXb5aKDIHQaHCc5\napzpWD4QFW2JuWGbS+bfblwup7ZTlwtpAa0A5oNPdZooAz6ONIS4kYv1HbXS1UhjRzv9y7aB/QcP\nVMTBSa9jff39KHKDvM+APcYmBVpYvps+55/YXMXP19oprdYsBdYirthr4f8Wf4QrXJcNvoFRpihx\nG27iNOySRlEOAG8g7ZTtwJYhftvKUErDyAn+h8IQNO+lX4PqdSFxT7QDG9Pnv7S78KnWX88ccY/M\nRIQ8Gzu3dQC5z/U03UCKmubD9pdrEQcIxPAFwvhz7eCGDKLU9sj/1fWKarRWWRgSb56O8xycNBf0\nqgHm3AGFQfGjfxr7DwTbwj5G/5qiwyGG+BprkaiStLJaDKfCJxIVVpKtp7ia91wSAsvWEOdd8T/4\nkV7Iq9lKgDae5uM8809rB+8liljhdwR/AkiHuLnsByRt8Ouczz7msb9e8sLzilcMkkKw2km1geJ8\nC9waEv+wjoD5F6Dh1AtTpC9rsG/6VqSRIN+OftHtDwGk7S2ghmnYgp6TMgQQaxzICYQJZLVTSDNF\nqid6KXU0qo4ndZTy+z9eC6tqAUioN8qx4gwUdAdrQsmpSnX4kjNV6LGUdQarPKXFvB15tX0RSNSq\nme9z8omRDBOZ8xJXcQO/wE/YyuVS/nqDhH3vRfoMLIXma8R00zmD3jx/LrOjEsWUk/nNYe9vfmKt\nZfHVU2zFRus46T09C+iqLYRzB3lQvBTirGXv2A8cg+JGoABc+SLgH1CTdeSLFuxUsdc6EQAKo+QE\npNW4IKuZaar/SCHNVpENkNTLDZTwr3/8spWIzbhchrvT4Qh6KjeH5A+ciS3qWux7U8Zgi30c8V/2\nIoLejF3J5ihSo5JajLAbADj0TS46ezsvu8awV8nfhiSx1XgU40gnCpXAzkciX9qREngfUGOAgPKl\nxtzgiZNT2E4gSx62AdoI0mRV2iqm3qqg1EQRdZTyry67V2k6CvqkjXKxYncNBsOkpukMyt6UPhY6\nAF+CwlzpdZbKA6HkjgOaGHZDaBvyuq0tdRBrvRkVy9uIWOu689AodyIyGAyjw0eVS/bJ9XBfCD4l\nMlZ0dh1u4vT0+YjHPPiz7AbQAmyXi2R0baSIJuopBmA3i3nE1WjtIh0t9DSrkPk9HJ3wktENWT9U\nDUxlanqhtGxHIxkcb8kWjX4LyYcMtuDrCu6eEMQuVDNfQrqSTaxskAbDpMdZePtRICChh01XB5lZ\nUoc/owsyJGWIFnQpuNGiUne1q6GNFtUFNYMovBSC5enr+hpnQT8LCQIfxTRVd66H34aYu0RijnT1\nmurcSva/v1DEfKiCALH0/TMNhvSmEjvjpA95Yz5R4Q/1Zq5trt4Mwn05+DO6cBOzRBskOZcWcqmk\nVE8x9VahkygZLFr2CrtH/bzGjnEW9PfgopDdSKkzx10TEh/3yychrm+HuGLBZhbzJ4q4k3bVYnqI\n2exhAfv/beEwigEYDIbxoxo2XSsfP5KA3jI4N5+Bk0XcAeRKdMsq7GjHWhcdnkK8s/oooo0Cmgkq\ng9HZGDqLOuazh+l1kieprdSHnzD/yp3YRUHSj3ET9LsSXtoJ0MivaUdysrSzlvq+YjqOJGC7C6aH\nhpVL5XeJF/h4gwueB9wQq4SduZKj83XOJ4qX3X+2WPzsjwDVRtgNhgmJ7pnMDCBITvdFdB39JswO\nY3UhcyFuVR2yWIst6O1AzE0GfQRpUoP4xXVUSyl1lFHD9Hc6rKpn05oiRM8Ps5Sd7H/9s2NxpqeF\nyRvlYjAYDCDFbc4Qxi3KJfEc0l2/AKKzZHp9VjG1lLGPeexjHntYwB4WANjZFR0NFs8lngZgxT+9\nJjkrZiGdy+aAqgtLNAjNWQUcYjYHqaCaSvawwOpQ8LBLWlk/lyhkH3Op7qukw/sTax9Fidto+vdZ\n8Dlj1RsM48Nl+DoWsChXvNsvX3qJ9EnxIjHoM4HZatH5ULTwMLM5RDk1zOYQZSqlYpBGSqljdvQg\n2e8cF+u8EbuG9nJJF/EbrgHgh3x5rE4QSPOORT9F/D0F2BXfgkgpOZ+emI0UgcDxWZede4fk3Be6\njJwuT6fbWbuhtQOOqf4GvkzIzcXOrVyktluCtMcsgpiqqLIzdxFbWU3V4W/B1R74kxF1g2F8WAMP\nLJGPi5D7vE3NmoaIOpBXcZTyjFrmShIGyqi1SuKVUUtpZwMeXUWsTm1Ha8F5wHyoKZYwxnKrJNrY\nkNZhi7rG5nupM7rVcPjE2wipPOo1bxZztut2nklss5IxfUvFufdLkqtj0pXgX7YXln8SeVD0yn6j\nF4onajsrpWrRWfcN97QMBsNpIV/16gY+BjllzWRlSUUzXfQGpDdoKXUUWpUTmq2SgJaY70XEvIXk\ndCFvAYehvFLt6PzTe0angzSLQ09mvbLQvzC1gcTFVfAFSPzsRaiBH6lUHCcKiFy+HI4+kZdcPu7m\n03G0BoNhKH6UqGUBdlGUn3A7j7nENTrl6AcoDUpmswXsscpGxnBbFcVA8ufo2r9e+qwxgKcbu/Zw\nL1IEoxtUjjZbLF5X4zQU9HFzuVSN9U4HIDQf+AO4SqrG+1AMBoODxOEqfl76CfYxjx58lNBAJdK3\npJ1ptFBAOwF6yCKMnx5ViiiOBzcxgqo36GwOUq586GWdR/BUI77zGkTAW9QOtdi3QkR5B3xdYyuN\nJpfLCAjNP/EyBoNhEtA93gcweqS1y+VUCc2Bg3ukFWWOa904H43BYACpPBX6mXx2zaoisboKbkJc\nI1uxaw/fBDXlEhF3mFJaKKSPDEAXgI9RS7llvbepToaB3HYKS7psV0sU2wUDUAe1h6XMK8Ctp/l8\nTwcjFvT29nbWrVvH22+/jcvlYuPGjcyZM4cbbriB9957j7KyMp544gkCgcCJNzYGVAB8E0JWRZi6\ncTwag8GgqaIKbq6yPq/fCqG9EGmBX3TDrbo4SDWUX9VA+eoG3imup5qF7GMuAI2U4iZGOwG8RNUg\nPnQvffhKDpIdPS5iHkeEvVVtt1eCNfoFaqQRI/ah33LLLVx88cV89rOfJRaL0d3dzX333UdhYSFf\n+9rXuP/++2lra2PDhg32TsfJh+5HIhOvvBiat0txg7/hH5MyrBkMhvFnoDqxutpo0AP585EarGuh\n+9IpvO6VhOgHqaCWMhopwkOcYlWVCGCWKmhR2nME7wHgXSSyRYc/vwovHbarIoTGuHlx3MMWOzo6\neOGFF9i0aZNszOMhLy+PzZs389xzzwEi+CtXrkwS9NHgFmDTSa6TD1yp4s0LG6RpO6u4Z1SPy2Aw\njBwPcO984D/hxx+8lfPZyfyz3gJg12HwvQu+bMAL2RxnxaLXACgqbiRII82q0bSdaUTIAqCHLBmy\nfHjzI9Igmo8dh56HalpNX0Yk6DU1NXzgAx/gtttu44033uD888/nwQcfpLGxkWBQul8Fg0EaG/tb\nwNsdn8uws90Ol5MVc4Bb/wCuVVXwY2QAnkv8gtLEMjb03Z3UQxSQMnhDFfYdY9YkFuAnTBg/BbTQ\nQgFbDkuvtrmz9jCPfdayPWTxB9fO8TpUg2FE/B1VrNnzGPfwHX7vqgbKaEiIpb3kng4pIxlH3CX1\nWL0Ty/PeQ+k3IG4WHaeeQVRS5IJdkzgTqXa0G8iWt/ixaljcvn0727dvH9VtjujYY7EYu3bt4l/+\n5V+44IILuOuuu/pZ4i6XSxW0SGblSHZsMBgMo8U45ctduXIlK1eutL6vXz9y43FEgj5z5kxmzpzJ\nBRdcAMB1113Hd77zHaZPn87Ro0eZPn06DQ0NFBVNjBJPP18FiYIqOAfJBQHwBVix7jVmf/AQGxO3\nUs1CjjxfIfMeAQgBY2elP5LYQxwPQRrJoocwfmrU+0ucJuooJUA7xdQzj318aNarAPQpW0R3tPAS\nZalyxzUCp0hVAAAgAElEQVRTyB4WECaHt1xPj9m5GAwj4YOuG3Hm99Cd/z6fCPDj1rtwPYK4TdxY\nSubtgEBWO7M5SBGNxPFYJeY8xPEQJ6snYke6OOsQI/kcp57Wszq9jEjQp0+fTmlpKfv372fu3Lls\n27aNc889l3PPPZdNmzZx9913s2nTJq6++urROt4RcRBY3wKel+BKNW1JC1AEn3RvofK8N9nKan6x\n4lMAvPzOJVLZaO9pOJjCEDwAd31mAzfycxb2iH/Q2wBtxT4rFX8YvyMBv5cseoiSQYQsoniJKK9f\nFC89+OhTYw9xfKr6fBw3JdTTRwbliQVJveuecf3pNJycwXD6+DdXOy2JR7n3y/ex+I29EnaocjxF\n8yBCljVEybAqFjlTBBBTQxw7P0gMdcekLyOOcnnjjTdYt24dfX19zJ49m40bNxKPx7n++us5fPjw\ngGGLE6GnqG780DVSynSSrjwkWyPAVVBzUzE/4K9xE2MBe3ld9QfewTJ2u7byTGIbr7OUH3M777l+\nceIdXxOSzJB1wPtRjpTMYMbvW+wMZSXQXJxDGD/NFBBRsbRAPyGXHnK6wUe+Oy11J7qrdAZ9lFJn\n+RL3soAoXn7lMvVTDenFmsQCvsHfc0HDW5YoRwska2s7ARWwmGEt70fqixZFG8muOS69RXVuF4Cd\nULsTnlBfv5aGUS6Tuuv/yVAELASWz3dM6AZuhR/e+Tn+ylU66LrFic/Q8Mdy+fIosHE9rAvx25+u\nZu2WZ9DtNOQDJZAogp7sKbR7pxEmx2qlD6ssFdJa76PL0WmiS83TYu8UdA9x1eEiLsnGgCxli4Tx\nE8FnRN2QlnwuUci3uJfpb3RY0xKl0JifRzsB697R6Lqi0+oitqBrr85OaH0VNquHw61pKOiTsqfo\nqdCEFEaZoZ7mZdnAHfDvn7uRe/u+Bfyk3zqJzVU8u+YiLu3fJgwPrWftrGfEOtBhU/lAEbhKILvo\nONkFLZDXQne+ZGho99o5LHSJPS3ccTzEcBPDrV4tM5J2p8Vci7u2XLxEcRMjgz5WJZaayBhDWvGw\nq5nViRV80rtFJtSDKwbTox1QLMZMj0PUY7jpIYusggjeDuSeuxiJRy+A/CIoG9usuaPKpM3lMuHI\nH+8DMBgmKW+N9wGMHmeUy+VGYM5q2L4VXlLTgkh1wnykBduDuNs61fxWpLtvIwPkTld4kEbUJRcD\nX5Rpr1yziG/zdba49vRb/nWqiABLsuF4yxRyfh63Kh4lllbx0E7Zp/bf5wNBVbWJUuBspOBGEVKF\nSfvXi8Qd05KfQzMFNBGkWZn3+rN+zYxalUAEp3XuTjnTOB76yCCKlyaKBjwng2HCcuibNJwtdYmn\nv65cL9lSCa0tK48u1QalLfUsegjQTkFrF64abJfLbiy3C0D+sfRzuZwRgn4WcCEwvwRp0CzHzm18\nAHFp5GM3enqRDgWaDuz0mVHsUKY8RFDPAa6CZ8sv4lkuAeAfXLZL4+HEfj5772O89G35vo1kLgae\nO8E5aM2er4bgLGxx1+55XZVplozbin00qjVtQZ9m+dB1JIsWaz3dk5TVX4jhth4E2p1jfOqGtGBx\nCB6Sj61LssiIRsluOk4sD6JeaYsCuQ/iykXpI0Ig2kZ2/XGpfgbi/tyNRLYB7DeCPrydjoKgVyDC\nBzA/G3xaCcuRcnU64U43dvdePdbl7cAucQdJLeUAe7Lms4NlHKSCBw9/dcDKRQPlnBgN9PktKcAu\nYluOiHkpcg5nq2lAW6mIuxb2MP4kQdeWeRyPFQ6pieO2ImOc1n07AaqpZL/rqdNyjgbD6KGu5ze+\nzMsLF1OBGCO+aA9hr32te+kjarUf9TGtISI5XUCMv3ewBX27EfTh7fQUBd2DbcGWZYNPC93Z2MWh\nSyAlYk+s8VwsCz2WB825ouQNlNBOgGYKqaeY/cyzrPC9f1wMq5I7FbUm7gfgB66xiVg9C4muAajI\nhFwt6uVqOFvNnAMUidXeQgFtBJJeNW3LRHLXNKnKuHWUWtZ8HDc9+KzIgChewuRQxyxedj0/Bmdr\nMIwCfwjx4KW3W6XoipDUI366CHaqPh1eaT7Mbj2OVTq0BrHStQvmifQT9LSJcvEgydWWZEKuFm5H\n7DaliFO6XCzsnixdwcRtCZbzlQukB+VuFrGTpdRSpiI8wvDVxbLAF2J8J9FO1PWgtc60Gaf7TJN5\nDzud51m9sHAvzD8Mvhakl5yO1uoAymFaRwR/yRFycsOWoIfxW26UgIqRqVRX7Q6WUUu55ZbJcnSt\n0Fa9hziHErfR5No4FqdsMIyMVeu5S/knr0xUsoIXACiljk/X/IpYOWQ3HSeRjbyVFyFv9G7kzT17\nsA1PfNLKQr8YWFmAVOfWye5LEUEvh8R8OJQ/kzrldG6mMCnOup0ALVaMIMzmEJW8yeXvvIhrflWS\n+6QCmKge5ArgQ8Ac/YZSif2GotoQusvFAmnyBpM6IAVoI6gaGGop400q6cJvuVt0GGRqKoF6inmB\nFQA0/Fs5/A75gWqByMRJYGYwDMrNIf7yP/6Jr/NtZrzRQkK1Tbl0TvR6xP1yQC3/YPpZ6Okdtjh4\nXx6aKRxy1dkcGnRexakez3hQOfisJm9w0Hm1Q+S37EvpYefEEnOD4QzA5SxwcQaQNi4XgNeAGS0w\npxWp1K0jVcqhe+kU9nvnUUcpNZRRq1oLDzGbZgppoYCDjbM5vi8bGuBbn5LePjvU4LTOJ6plrjmo\nhiX1sFxF8+TXY1czB7Kzj+MrFX+5swE0QhbVVNKofOge4uQQtvzmcTySwIiepN6mfWTQUF8Ctzut\n8cswAfSGtOFn6/nXbSEy6vv46w/+gPItDXRfMYXs7uMyX7tb8obayMQmrVwuIE+glcDyOYhTHeAj\nwFWwufgKdrDMyi4I8HL9MtgpURt3rd1AwPW3Izn0CcvHgAuLgA8Di5Acz+fJvLZyiYBxRr6EVbpJ\n7WZx5ogZKA9MDDd1lPKAyxny+DGkWkguNBu3iyGNuDlE4osuDp4/k9mtRwBw1SMNozVqmb9OP5fL\nhBR0HxLJcg4QVFZ4pFes0leBsFpOu0Y+fTGwFjEWV8EPSz/HrVFpwMv+z+Osv22UT2CC4kHKdM2p\nRB52Oq7zPOQtpkRiciP4LJ+6DmGMkkEcDz34LNHXeImSQR89SBbIu1zaef8h4Eox1BcB3zWibkgf\nGhLfYz/zmKsKw0xv6BA/uk7WdZMR9OHtdAhBrwSuLUAEaTliaYIVb82jwC/hper+HXgMwlnADdng\nu1hNWIQ0lqpOStEghLPEQg/jp5GglQTM2SEJ7B6mPnqsvBjaXfO5v/85VCHDh9UKq42oG9KDBxP1\nVmrdhVRLmGNdl22hrzCCPrydulzcT//cw1/wQP4diGn+EUCl6n71Nun4uWssD/IMYI0aL6nEFnXd\n+UqFfEYLpHt0HaVW/mgnOq+6m5hVPR0klW8TQe7jXuK4KaDZ4c7xU0/x8NIJGwzjxdYQVVfcA8AC\n9lBKHWXUiKUOUJx+gj7ho1xenSTuknQiVfSdOBtgDYZ0YAFnTu6iCedyMYw+lhtrKcnx6gClkCiR\nhF+616gTr+py5KfLcr9odCOqrqZeT7EVXbSHBTzsah6DszMYThbV2nTNHL7x63txq2u6lDrKqaEU\nKUZdocZjxaTqKWo4daqBzha49jnI7cUuv4WMXXEo7O4iVlpv9S4FyaGeQZ/IdU+EjF5wRZ1b7iKW\nDXGP9MwtpY5pyifZRBFzE9eYPDCGceYs7IIDOu/qJuAxWBriKa62BDxMDn1kWAEDadUfRWEEfZLw\nHvBcL6w5gJ11EiTzpMopPP1wB83LbQvcrQrqenV8ezfJ2SgBTw54vOD1RpiWGSGQL7lHC7wt3D9Q\nYQ+DYUyoQOLlpmLLXAQRc2BNCJrhrc0X0LJWOiHqtBfxfsmg0gcj6JOIXUBlvarI4hR03UErGwob\nukioVOqubkTEnUMvJGXfdav1s+VzdpN00ljYsZ/E3irePGeuqt5uMAyflxO/4cM/3C1fFsF/LV/F\nRqRBbR9zWcYO/ISppZytPavp+m/VM7wWeBF4AWj+vdqa7vz23zIqDElRCw8QgYZflFN8Qw3VVFLB\nQWqG6EU90TE+9ElGBfBpnQ8HxMGu864Xg+pvJHQhlUB6sXPGazHXLhsPdlKjHOxMl3G1XgFEL4bM\n7KrTcDaGM5LyENwD533+f1jNVlazlUs6X7QyJOZkftNa9KzEDVzGH9iiYrqa/jhLUlO0Axu3IBfo\na4PsKGSnD6mLwDU+Fv36FSsu/RfccjrOblAmRZSLYZzoGmLeYKWdDIaRUh4a+33WjU0q7LHAWOiT\nkMuA5bqz51IkNl1nrdQ1+sD2mWvrXLtbHD50MhGr3INY6alOPA/yxrsInj/vQwBc7LpqVM/HkOZc\nE5IsEpnAI2ras/07qCU+XCUf7oQNN93Fs1xCHDel1LGDZQDs37NQqhftBp7dAhzDTnA+DN4IsWrh\nfwGwjY+fytmcMibKxXBKbEMl8wLmH0D86G5EtLOx3Sra1dKJWOxRkq1zj2PsJtnloslW24nCiiZ5\n9e3tfo0/ZS3iItfVo3hWhrTk4RD8JylJ3wbhTjVeBavZSil1Vh1cK/RwQR1/uOnjSOBKJVYj6HDZ\nBhkLoydeboJiBH2SYhXRPgD5HkSs80kWZad1HmVgN4y+gjKRB4N3gPlF2I2qgLcDPrxoN2AEfdLz\nuRMLeVHiNn7Ln1td8l8pXsR2VlJDGVlEVMGWNwGo5E1Kl9TxyDfugCdPUsyB4i/XsNCy6K896fXH\nG+NymeScBVwJBHUVKKfbJIZdOLtbfXcaLzrk0ZMyDcc0LyLouqYrQFA+t93kI99192iejuEMZU1i\nAYuQqJc+MvgTi9nNIgK0s5Jnrf4Pc9lPkEb2Iam06ynmVS4E4L36cmj3wpNAIfAUsE0eKEWJ22j6\n5Cx40n7AJBJj689P61wuVWO9U8OgVCB+9WAJEs7oFGhH/Hlntz15qht82n+uiTu+a596JiLkediC\nXoII/CpwLaoa3ZMxnJn8JAR/JtbEopI/0UiQhjfLxcjIBI6o5WbCwws+zVJ2UkALgWibVSS6gRKe\n5RK2s5IoXtzEWMdDgNQBuL7+lzBjg7XLdBR0E+ViOGmmpm+/C4OhH6npotOZM+dMDKfMQaRPXWU9\nzOxQljeAGyLdEIlCZ0ziBZxM7Zb1NM7gr1wP5OchLhftqkkNdzyAwTA8bt+CvEfC7ps/LG09AaTa\nzStAyHaVRBI+Ftbsl9zm70D2YcmeOH1vB4t372XNgX+1LsUZmZCr3hwTBZlEsuHn1pvoOIRQjhAj\n6AbADuwKd4NfXdBTEREPq3GqHjvFPHV+a0zyx+RnQq7OHZO6gQLo7a4ynY4Mw2AXVgLtIyE4ioQ6\nHgFC/5S05F+5Srnzl0j67bdAud559bAEA4SdC/ciwo9jnMYYQTdY7EWs7BmOaVORqMUYtoU+VY2d\nF49zPojYHwOOqZj1XOeOdEPqYfDuxWA4OXSMuuPa2ZuQCmXnPPyeWCcPAk3QeMDuJzoZ6ikYQU/B\nA6oej4iSDxG0CFJk40wmhqTC0K4Tff4RBrbQPdhW/GDW+1Qkw+NUd7JFD0A2uJZWjcahG840toYk\nTLadIUMb30g8xsIf7oeFjom9sPeAWOPvn+bDnGgYQU9hBlipeYLYIhRBxE4/5c/U3u8x7JvAB/iR\ncx/u+TovqIgaOoGpjnBHH4hPvRSDwSKn+066Hnck2br9APCYNT8xqwoQ14lKs8VTLok+NAgmysUw\nIP2saYPBMOExFnoK72O7XDxItAaALwatjnln+qtcJGU8XPSD4Bi2qyYMTI3BMWXmR6KQX4LVc9Qw\nefnLhJ/VbOVDvMpetvJfn5U8Pw/s+Duc1nkVVaw/PE4HmUYYQU8hht2IEgMqYrYfuVMNhsFxPgCm\nYkcUHMNuTD0WAw7DhSUYJiHHOqoA8GwGfoi437wwPftlLsl7GYD7Vn+DjYlbudH3CN/rHWxLhlSM\noA/BLqQhXZeiaiUl5MkwKMeQh58H+yGoo2BakYfkhR3jcGCGcSVRXYXqnAktyMXQgVhP3aDLeLZf\nCz08wvfG4RjTGSPoJyDCSSXfNChi2JFBA0XBhIGIeYWefGRjh4vVI2LepMYtUKvm7cIYT6eCEXTD\naWOgvkROthkf+qRjcfnLsAF+x58x48YWmegGYtDaCo1qudbxOsA0Z8RRLvF4nMWLF7NmjZSAam1t\n5fLLL2fu3LlcccUVtLe3j/ggDQbDmcPv+LPxPoQzlhEL+ve//30WLFiAyyUl3jds2MDll1/O/v37\nWbVqFRs2bDjBFgyTFZPKZXIxP7GW3YeX8huu5jc6F34N4nLplnxBTeqrsdBPjREJ+pEjR3j66adZ\nt26dlfZx8+bN3HKLFFe95ZZb+M1vfjPyozSckZhY98lBVSLC8ZYq9jy/hMTbU7nz4Ye58+GH4TBE\n3gVaIdIhocCNajhzqnyOLSPyoX/pS1/iH//xH+nstIP5GhsbCQYlWjsYDNLY2DjY6oZJztQTL2JI\nQ55IvA7APPax8PX98APgXexCKe+qBesks2dnNzT29s/maTh5TlnQf/e731FUVMTixYvZvn37gMu4\nXC7LFZOKc40y7O72hsmDuYHPPD6XKGQpOwEof7RBEqrUIHlZ4thVsAC6obFF3Ct60DhrlZ+pbN++\nfVDtPFVOWdB37NjB5s2befrpp+nt7aWzs5Obb76ZYDDI0aNHmT59Og0NDRQVFQ24/spT3bHhjKEJ\nSCytwrWzarwPxTBKLOZPlDc0yJcaJOa3lX458SMd0Ngt7pUmJCQ9gh2qeKaLOcDKlStZuXKl9X39\n+mEUyj4Bp+xD//a3v01dXR01NTU8/vjjXHrppfzsZz9j7dq1bNokxVk3bdrE1VebQsAGg8EmYjqU\nnTZGLQ5du1buuecerr/+eh5++GHKysp44oknRmsXhjOQXTvH+wgMo8VdCS838pi4WcAuGKH9JzER\n84jKvDlYSmaQLJ8weMO5zgA60DYmM6ZItGFc8QFf+yS4flk13odiGAFXJir5AV+k4vdH7MITNSR3\n72/BKjgO0NoBLSrpXcQxaKZiC7yP/oVVIsiuTledgtAYS+NoFIk2PUUN40oEOPBLSLxYBYDrI1Xj\neDSGU2UZO6h444jU99QmsxupKessV5WHlWUzPxvye+26tS2x/snc/Gp1X6ZdnPxYXKJitnHmF505\nWYygG8adJmDOL+XzgcRDzHGtG9fjMZwcaxILuJNbYCtwGNBFxnuxrHG8QD4S6ZKtpsXku68DfCqf\nS656GEz1gM8LvoKU5YFIDTyBcbUMhBF0w7hyFlAE8Kp8r/j9kXE8GsOpcBVPM+2tiLhV4th57rXi\nZmKLfCxl3KmW90J+vmO5PMQ0z1HfOyCisuT9KDZyMT9TwyJNxSKDwTC2nIlKOkEwFrph3DgLmA/M\nKQHmqIkt0NX79+RkfnP8DsxwUmTQJ26RTMRvrt0sWri9al6qWdyNZZ1TgFjkBWpetmP5VuBd+FF3\n8mY1RdjRMM6aBR6kw6KuZ1CG+OIBWnsl1cD2AbZXeaITnsAYQTeMCzOQQu1LioBF2AWjY5B94Pi4\nHZfh5OkjQz7kIw0iWtBVJSLAFnUnWrD1wyDbsbxe/zDwJ/hRU//86B8CLvSAxwMRVdWoE2lMzc+E\n3FLkAZGnVtA+/RaI1UBtLDn9RBmwBCjLJm0xgm4Yc4qA5cD8WUA5SZEPdAKtUqZsal7V+Byg4aT4\nC1cZd7yLLcpdaobT9B1IsLORhwD0V6JuJI59JzzUlBzN4gfWZUKufqvrtQNpgpnYln6e2ocuYdeK\nlcrxQAxq1W61BT8fCKa5Iqb54RvSCZ0EYiVKzEuRG86Z36NXvns6YG9iI/Ndt435cRpOgkPf5Dtn\nfxlexxbOgfBiN3Q6iTvWi5OU54V34NdNdkF2LbyfLkLUF+TacTae5iLXVA7i/omrASQO/l3Y1QIH\nkZDZfJI7Lx2LSXRNumIE3TBmBPXYg+0jjSOvwfo1NxMrK1+QJr6TaOdvXYExP1bDEHw1BDfLx384\n+6vc0/CgdCJqxS4rB7aFrv/rXGz3h6YbW3i7scW9ERqrRXhBXCFrdFHxSuQBobevryfUdC3uUXUs\nutThAXi1SdLLvK9Wy0cs9ZnIy6EP8KkHQDqmdzZRLgaDYVIzc7wPYBQxFrphzNCZ8TtjkK+z72nf\nqjbfVX1JYpDVE2Fu1j54/WmZ9yjir/nzkWelM5wivw1x0dpnuZ0fA3BL3RPwHFJ+qgaxhp2+c20t\nazdIpmN+lGRURyMA6sSKng+cA8ypRNpbILmh1UOyimm3TS9ictdDpyqNtas3ufi0DqDRlrgHaST1\nqbeEVO9QOmAE3TBm6Iat94GyVuT1W/tW9Stztv3ZHYPF7OaJJWsB+Ow5/05WVg9ND4QkMmaVEfax\nIQR/AdwBaxb+ki/wAy5/40WZ9SLwFiLkqpRckisERMj1f41jvmovsUS4A/upDyyZBUtKgcUp66Vm\na3T2SI2pY2iVbe1tsnOFvU9/tKiDiHmu43twgOUnOkbQDWPOdsDXokIWIdkHmmN/j6urcx77APiX\nrDt5gRU8fN3t5BS203P0qxyf/t2xPPTJRWFIxjcDN8FFC5/lZn7G5Q0vgs6S+RIi6B3YkUoq5wp5\nyP/pjG6JOZaLYvvMHUm7AOmXcClyLRxW82apeU4ffXfKut1ACzTWizX+2jBOU1vsPtK/lqkRdMOY\nEwPeBJY0IaEvXdg3eS+2ICCdVjLU3bqQamZRx9JZO3mVCzmYNZsXx/LAJxMfDcHH1OdPJZh/9m5W\n8Dyl1NmZE8HKpNjZBLGYxITrJFo+3dHIGYOuGypBLHPHfw3YjaZ5yLWRh7yN7SQ5pUDUsS3nw6Qb\naluk4XPXSZ5yK2Klp3MlLSPohtOCzpLnQcLDUrPixZAbr6wJuWn1+23UHtwxcBPDSx8AHuL4CZND\nmAJaqKOUpYlSHnSlOmMNI+I6cbEUXSrhIZVUU0k1c9lPgDb587RyeLGs72MxGaY6I06ykZhwHZXS\npaZ1q7GOcNEuGafrpBU7Hr3J3o9llXer6b2gyxrrHqBvnsJpxxCPjxF0g8GBH9FnncP6GMlds0HC\nxSJgW1ivIOFo2h8aE0H30oeXPqKqN6KHODmE8RMWaxH4aKKYT7guTDqGuYlrAJjNQX7vqj49J3om\nclkIviQfi2hkGTuYRjtFNFFIs/Vw5QqkMdTRq1LnMo90Q65H/ecFQAl2r9A8RMBz7PUst0s2trWt\nrfAm5CGgxV77x7vtZVuVxd8ZE0Hey6mni4mR3il5TdiiYVTxDzFvSP/kEAk0tJgPRD39xVxjxPzU\nOW/Z/7CMHYMv8Nzgs3KHMhPjQ8xzuk5SiQ4xDxFzg7HQDaOAB9siz3VMc5LrmDeVlB56qTk+1Ku1\nKyqhi2TZszKiUTzx4/jdYQLedsqoYVeiFoAlrhus5fb/cSEFl7ZwtyoAc7/rFE9usnENzF32Jit4\ngWKrhhx4ieImjo8e2y0G1htWa6/jga3ENT8TadwsRoRcW9nOFLq6Y1mHY8AxTVvrzoZPPV1Z550x\ne99NDBzNMlkwgm4YEX7kni0iOW5XlxNTrs2kcmL5yAOgTL+O52Pn9MgjKbbYreLR9Wd3DFzd4OU4\n2XRADKb3i2MDVsHLL11CfJm0ut2deNaI+nD4iLzZlFInWRSRdowcwhTRSGFnh0SdqNhuaqC2SXpb\nalG1HtTlasjEdqt4SI5y0Q2sKswwKVqlg+QG0JSIGC3mztJ1jqjHSYkRdMMp40M6flQgSZFys+2s\nd5Go6kCEnQFPu2OCmZBbhORyORt5Iuhsi7pCjbLSPd2Oi1R1OLKsNdUgpgUisbsK16IqtfB6WP4F\nXlu3AoD6n5YAPx+9k59Q6F+2TI07kR9KjyMDLJ+au1CRkyBIk9X4DNJuUUI9pdThOYCEKSpPVuNe\n+XhEbTEfmKHfuM7DTuADdmpdZxy6btzswK49CraLxdGmYlUs6ravr2Pq7PTDRBsQkxUj6IZTpkIN\nM7PtUmHaOvPFIF8Jb6RXhbDpBrQSRMBLkNjiWdgWuiNqIknAQV7Pu5AGtSbgXWwxANiZKur/DA9d\nBsCRQ8vhVyH4RBp0RtoUgmYkkcl/AzW7sEo60Ur/Jr+VapyP7XDoRN6ZOrFVdT62KRwZYDvA4y4C\nX5dG0Cx6AKwG6Ok1HbAbqIbIbll8F9IIqR8Z+UDu+erLHGzr3Ok7142fMTVP54Bpwg6H1K6WuG0k\nHFPbiMVsMQ+T/CaY+uiabBhBN5wSMxB70BJzZ29PkJtRWWo+p0hrN0uRGkrUNB2P7EyspC2zVL9q\nHjRfmUPhI12oQBc7KdR9kNhchWttlZqxTUbPAu7lIzrnMeHtEOTEoNkjv98BoHYJWMXgG5HH5gzw\nzJHfRyeknA4cK5PMh8/WkhyJrR1d+pEbxE595ZDBe9dT//UyK4Ioix4KaGFGQ4tY5ruBt+BN9ZDd\nm7y2tG3rBu4CbDHXrhP9DNHJuJy+cyXmkXro7E7erj5qPe2Y2tQxRMz19MneNmqiXAwnzYxTXbHg\nxIucEvUnXiQteDt0mjacP8S8wW1abaGPOkN0G4gM8V9Odut7OBgL3XBS+HGU9PKAL4/kPB0a3bDp\nVvO1ZQ6iL7oXoO4ZmBrpoiMgnAmbutXnOiiMd9k5r51RE+o4/l/iu3zA9VXHBrfBpqVwSwi2TSy3\nS3HiM7iJE6cGgHCPny6PH87xwgWIedq8xF6hEEkReBbSOKGfsD7gKBJVUlYGj5fJf+CsyfYB9TkT\nSaZF/9/iBVbwfb4oDaCARzeC7gT+JH7zvWpZpye+CFVO0Ok3d0bEaBdal2Ne3DE9Kr5xEC+M9otb\nSbMcm3Va5E6Xy2THCLrhpCjD1o/8gdwsTnTiLaebBWwxd4p+KvpGdxZN0MvHEP95PcnJoNR+3l9T\nwHcIugUAACAASURBVEOs67/NGW8DS8ATgtjEEPVPJCpw8zz1lNCO5H3PyIri9sToKAvCh13yW2lR\n9CBiHEB++1SV036IAHCdmt6uxgEkdWEmIqr/Dbzc/5gaG4uY3tchLhaQ31oJeufrkr7lvQHOJQjS\nHuJ8E3N219ffU6fp/9UrqQMAPGqeFmoftoh7HKt3kuxymewYQTcMmxlqCGprOjV7nhNd1CAPOywx\nNTRRr++sWpNqqWfSP4eHozZkkgWoyo2VtLZQVTBQeYItgB98c2BpCJ4dX1H/RKICP2H6yMDvsHWz\niBDP8BCf7qHLE5BXoXbHilrU9d3rnDcTEW4PYq3XYv+205G8KJlqnTADCvrx6d+lu3cK2XtVbdcm\n4IA0hL7UawW49MMH8rBOfcg7/9/Ua8WtBlVXNFddIzGVGwbsSBYt2k5/urbkJ7vvXGME3TAsVDNc\nckpRZ4xwam5q7WrRg7NYr8ex/InuRKdFF8VO5KVDF50WfBzIBNdm6O2u4sdZn+cuVwnJPAaEZL+V\nymddPT7C3kcGdZQqd4v9muImToA2srJ6iM5qhlkQVz9sHxlE+6TnbDzmoSfs47hWUP1bFkJexVGy\nMiLivjmqTOYjLhFyXQBqPnZGxebk3yD71ePW/3X0y3kU/0c73/ive/n7ld/mtUF6ieaCPLT1g1r/\nvzpNLthuMxzL5GDndlH/Z34eHFONpKkRLM4XEWOdJ2ME3TAstJjnesRyytdWdqog63wdOiWuU8y1\noDstc+cDIHU7OgoitYdgr2MMIiL6e72MvR64c+2/cWcHPJ17BZtZy8OuZlk+/BC8sM7e90UhOcEn\nx1bY2wioTDXJqQ0y6MNPF9BlJSdzKxWM46YnI4sIPnoysghn+WlUvqzjnmz53XJiZGVECNJIMKsR\nzj5IPSU0HZwlFrsuMnEUydvyJBIm6eD9FQUELmwD4FqeAi/8w/P3sXH7bdT9+RzWb+5/Pj6w0+WC\nXd8Tkl1jOiGX0+Wmx0VYyVSmeiT8NZUwtpiHMda5ExPlYjhp8lPrQjoZat7pYogcH0/nXjF2xzFB\nqSf1LcXBk2N3HBZD5XNJ58xYEwBjoRtOiB8xYP3YjVZAchpVSHa5aMs8G9tSc7pcnNsA29rWccvd\njs/OSvDaOtcREjoXiJMm4C3ZzZqrnpFp+VCRWKAKTr8PvAoxldTrCNJYOE5E8Sa5XGK4ySKCnzBu\n4niJWj52HxEi+IjipQcf7UwjEBQnenswQLjHTzzmJtzjx50Vx02M5kblcmlDXFaFakcHcbisLsaZ\ncesh1hHwioV+iNlcdMOzlHKYMH64GZYoC90Z6W6lndXtICXqcx7y5tRCcpuIdr3pnsE52P4Vr+q/\nID9IUjcoD+md4vZ0YgTdcEKcqXBjMen0AVLIwCpioEvH6YZPZ0NoHiLqTt8q2OFqzhJiuvOJs/HT\nWfyi2zGti2T/rMaDPATqwaU0avXqZ1iQtYe/taJf9mJ3lQ9Kg+EY9yT1E6YBP3Hcg2aUdBMXEVVI\nwY8+YriZRjt+wpKjHGhnGu1ZAVooINzpp76xmONxDxxVP/xURMxz1FCG7U9nBhIHKfErVXs2kFMm\nfpiumwppWjSLl9dFebjks7Rd52PN/cpzfXdKIQnHfxErgPbcHALZXbbQtDiW7cVu4M1BrhEd0hiT\na86nOpMdc2xXdypy5gcyCOb3MAyJLlQBym/pyKnhQ7pj5zrrgeqQNR2mqMe6tJxGi7Zu4NQ3rBZy\n7UN3RkikivlAHVScjbMdWD1JvTuhovSIY8H3sAqU1a0Rf/J0+EhiGS+6hkgbO0rclfCyD7HOU4mS\ngZs4PY6YRG3BR/Fa1rpH+S6yHM2CbvVDunPj9GT6iMc8dMWU9d/rSX4jysPuVPDyHCQg0Q98GbZA\n1xxlyusklge93F9yN//MFzj4V7Ji+KUPsEtZ66lFld0xOd5wbpxp+RH5z/T/Lgdrk58yT04QOqRo\nc27MPvSImuVTwyBZaSYlRtANQ6KrDukCMs4OHscAepWg61wtzhJieSSHITo7mDitb2e0ig5zc6ZN\ndYq9FvO4Y1qq20cTx7YI3wWaYG9iI/Nduq+8fnGvhdoymCkNkF9JuHnANZSjd+SE8RPHk2Sda2H2\npjypMhyNolrk/YT/P3vnHx9XWef79zSTTCdpJmlSkzZpSgottFkoYAtFUIhSrLDXqkWrcBEVeO1r\nvdddEdeFXe9rk+4uFlDWu66Ce1cXVFZFwBW4F7D8sKAoLS0gxRaaSn+kSUm2SfOjyWSSmZ77x/N8\nz3nmZCZtk0xmJnneec0rM+ecOfPMzJnP+Z7v8/1BnAKCJJKeV0o/c+khTgHDRSFiRUX0LFJmeNei\neXR0VHG8q0S5mQbwwpZKgf4VQIWKfvkD3vd1Fiqp6Bsb2XPgq1Qtamd1saot88KjF9L0+W08/l2o\nN3uHosofFxBnkGLKS6IE5NgwBV1OvGUkX2kZ7pbwkE440uuDeCePMCcXLDVTsIJuOSES52seLCL0\nheD1jRS3C4wWckkUksfiPvHHKct2ss6fKZoqeUkwoyb8SUl6sm3Z7w/Q7dzJg3ySz7vldHdCTxML\nFrWqioIk+N+OykEfHfY4OezkHLdXqnobw66Qh4m6ljYooZd1RXq7sF4WZtAV9GIG3ZK3oEIcB3Ux\n+S4qaaWOfdX17C9dzDHmqc9ngd74o6iaMRJGKO4s9WSYC/xVE8QdYsNFPLv9TwE46+K3OHJvJet5\nUp0IjGPACalwyyhheirClAajBMV91ov67iQdVD6KSv16cgVhzqH4kPr7qVoczlRslIvllPFfWlty\nm66MFdEZJ2kEGkj2sVtOGWuhW8akG3U1LjXNg3hGVS1GtIH/SBJ/aJdvGXi+caOGR1I9FkEsc9PS\nNjGjaoQCvKsD0/Lv1du2wNxQlDXLnmGzUw/ABwNr4M9VM+Q6WilmkKi2bL/v7OHGwJlpBjB+hvX0\nZoFufC29UgEdmR5zfeRhBnVcunK1lNJPMYPucvGpl3NUO3FUolI/pcqHrSdVF9BOFZ3UFB9mf0M9\neyvP4Pg8bU7Xo77MAZQ7ptUbK0N4k5WvBegvKXU/13s230LHB6sJ3TvM2r5nCe7DPeP3VITpopIY\nRcQpYDByjIJInLllStFD5tWVuF3Egp+DV11zDJUSK1386DM9ycgKumVMzJRrUAeMBLKE0S5Yszyq\naX3Jj9HvOjHrY/vDFkWMxwpt9Lu3U9WC8SN++Xa1/RIOUV+jJkm/7ZzFLv6JUvqppoMCEq5fu5Mq\nbnTmeUlJk8QR5jGPI5TSTxGxUW6VAuIESbiulUp9ZixmkHJ6qKSLEDGq6HSjXET0o4Q5SrnrbhH3\nTVAL/U7O4fDmxbB2jIieNU3JDWKHUJ9zOSpyRjgGjzz33+n4QBVVkQ6C53pfToyQe3XQQzkhhimn\nh0Sxev686q7kKWERdfCSyswaL75IFxMrZAr7OVhOCZkcBSXofagwxoj4RIVe35P8tbD9Ai6iLDVg\nUh2ZRoQNkFwPRvDXgvE/Xxoq7PMKQH307F+wll+yiwa9WQGHdTJOFZ38ivfD7/8nnDt5IY01uuav\nWNsqO1TZmQWo+PFi7UsXqxu8sMUC4mriU3vVAToppp9SjlDJYWrooJoOqtz38jrncOCxZfAR831c\npv/vJakb5zMb3VLyLG9Sn+t16IYVRfCyXjcXFqzfRyn9XDH8NL3b57Ph4h8AUE4Pi9nvnoDKOUqM\nIqJ6Yre/eA5FZccImFds4ksPkfZEbUa7SAkAOymqsII+Tpr130zE9I5EUR1lIiLgRmIIkNw+zAze\nMMMLfdERSbVe/EeoP6zNzxDpRd0fKqndCrWJLmJLIVwcpZ859DDXdbmI8C5YsY/DaXY7Ht4aPpOG\nIlWEVsTc7BDkn9wUEZTwRRH6GP1u6n8Pc+mkin3Us4ez2Ec9f+xbQvS1uWpHvwC+KXv9C7xmGaAc\naktQM5tR4AfeYHfrE8CrwB1NcEUA3uetLiLGLhro3TKfWecO8HCHKvN4fGsJ5617iTBRbuJ7FDNI\ngqB75RAmymDJICWVx5MnwyH5u00Rnhr13WyikSLgOI5z4s1S09rayvXXX09nZyeBQIA/+7M/4y//\n8i/p7u7mk5/8JAcOHKC+vp6f/exnlJe7GQwEAoFpJYUzVdyrUK7XeqA6qDL7woaYRodUnHo8rhJD\nCqU0alAnJUmYo1mGV+6L0PvdM6YpJklNqTCrEUJSRT830Um6I4Vwm1XHquFIcSXtbvgH/JK1/JaL\nefKG9XDf5Fnp73EupYA4c7UFW6kLqpTr8okSISK+cPU24tTRSin9tFJHlGLe4iwAng1sVzuWFnYf\ndWCvDuXZixLkraiyuA5KyyVD9h19k/DTIwBb9MpuRtVYfFYV9QqvOkpBMMGx7fM895pUcCwFHgB+\n9wrh3sV8O/IFluguSeVuUlQP5d1RAjoRzL38a9Ev2QK0Ql8ntA15o+lGTc+IoGciFr1p/NI4LgKB\nABOQY2CCUS6FhYV885vf5A9/+AMvvfQS3/nOd9i9ezd33HEHV1xxBXv27OHyyy/njjvumNAgLRbL\nBNib7QEkU55U79cymUzI5TJ//nzmz58PwJw5c1i+fDltbW089thjPP+8yrn+zGc+Q2Nj47QW9Waa\n+RCw+hPq8caHsjqcKUOso25QCSDGJbP4NZOiDrR1XRqHyqC25uVyWix7cb+IhS1Nhv1IvLmJWPKy\n3B88b673X9J3qtcJAdWVXRRE1GB7KGctv+QYpTz50fVwX4qxjJP91HMGe13r28z8LCBOlGL6mcMR\nKpPS/w9Tw68G38+xku+gbNPtyTv+jL6KWNKU/AUsR6X6L0F9BnV4qf9DKAsdvAYYTzaqx0e2kFQG\nEeBy9RpRgC81eV2UdgIP6m1WoT7nj7+bguCRUW6jhJ4tGJ4NoQGSG3lIbZc56n6h8V2bZXOl8qJF\nMWk+9P379/Pqq6+yevVqOjo6qK5WKWjV1dV0dHSM2n6Lcb8er6pGvvIUsHqtuv/wz7ax870XsvHF\nrA4p4/TjXSGPoJOMDKQxAXi1YMAInpCEpFQRLSeTqOnfxhRw8aWnmi0Tt4u4ebpJmqQNAvP0rG5p\nqJ/DoRou5rd8dt13uf8khnWymAW5BnXBLUA3vIi5fvQe5vIWKnTywNtnwbEAfPYEO/+4rvkeRtWp\nEZag/N9zUOuPGusaUW9eQhTP0/+fbIQtjRB/ElUDx+fg+KY+gdzdBNcAf9TLy4EzgM/BtcX/wZm8\nlTQ3IMQLZlFUclxNjsr3J0XdIkAZhLtxjQXxmee773zLli1s2bJlUvc5KYJ+7Ngxrr76av75n/+Z\n0tLSpHWBQIBAIDDqOY2T8cI5xkZd9+ml6y7iqt88wpOBndPet96GspbM6TXBrI4Xwdccw7+hiIgI\n8VihiOakaap9Sb1t2R94lr5ET5glA8wrAD25G9SWYrDkOGeUHCJcEaWABPebs4ETpDNwHzXOWoqJ\namtc/XbK6aGIYQa1/7yHcg68op3dD6NU7NUT+PI/jRLUcmCeejNl845SWnTMnXxVESdqgrLzYA2z\nQjFqqg9z6O0zVDOMVXpfQ8BSoOVKCF8Jj6d57U3AGpSIgyoN8+ewoGEfNRxmmBCtzHXDLKu0xR9M\nHCcRhKAZ2VKGOmBkArsTwjqnId1xlm80NjbS2NjoPt64ceLzMxMW9JGREa6++mo+/elP89GPfhRQ\nVvk777zD/PnzOXz4MFVVVSfYy/TiX2cf57Heqyl0p0ubsz2kjNLP2JNScoqX+HU37GwAwnIE+uux\nmILtr/Eh1mXQWGbuYw5qxswf0igRN3J5b4br6G5HbpSF/C+BQBCqg12cFXkLJlHQAV4L/JL3OhdT\nQJx+PUvbQ7lqZEGYw9Sw7eDFXn/PRtRE41i03cbCGpl8PEq1Fs5yepLqxBTpBCaAw4tqeKZvDefz\nKjWnt7Nt9mp4U3+Ah1DumPer1w8/8JdEe/S3+rsg/D9UiOOHgPI49Ogv4nffg9+1cfgz0EwY/2f3\nO+cYS9hL0RDKOjfr2s/GO2B0+n+9Xt/R5V3t5auYZ4oJCbrjONx44400NDRw8803u8vXrVvHD37w\nA2699VZ+8IMfuEI/U+gH/q0MnCeaAdh4VVaHk3X6UVaVuGeiQHdcxYEXDijBlx9oGFXsKyzuEPMI\n9ddUF0ve7ysvQUV0LGJ0mvkA8CZK3JfrZRIXb/ZIDRrbh5T1uKT3EC3O93iGNQB8PlB/kp/A2Pwm\n8Fsud1a5J8VOEm4Xo6OUw1NBr6PQIeBHY1ty19b8B1V0uklLgBvjniBIP6VECRMm6lrLDezi4oiq\nMnmESiprjvAkf6r3GIJfoz63YxCdX87C05VfpT20QLXAE9/a/UEVSQMoE9uIbffxnoDShaGBZkKd\nJHenAq+evkQo6aik1a9CtFNdFVqSmZCgv/jiizzwwAOsWLGC888/H4BNmzZx2223sWHDBr7//e+7\nYYsWS8aw2RRjUpqRoD5LLjKhOPRxv+g0i0Mfi6al8HiLrwnADEf0V2rDRPD8otITQ5ZVzPbVWy9D\nWdKmm8WfbSqlvS/Cs9Alhl0mRMGb9JNSvnKJb+5T9ivx8hUwUKOifVtDdUYp3snjSucchgnRTg37\n++qJln3rlJ7/baeVBna5ZQNMJB2/h3L6KXUnKSVRKU4BPZRzmBpeRRlpm19fB58Cdr8IPAOfboJ/\nVM6Osxe9SifVdO5aBN8G7jWvHko52Qhxp72ZdxaUURpT28+Z/XeM9DbTE5nDVlbzDGv45j/9jdq4\nF/hP+PlONUWbKbdLPsahW0G35BxVqAi4Wn2rlmKBUqJ3NqMzS4U4sBh12X8eyb92eW4FKpHILPUr\nJ4MEyROypmvHn9Vao5YdqZvDq5yninzlAN3OnRTFYgyHVGu7cExNghYPqMnHnogKheykOqlTkifo\nKuP0iO5Vt4czeYFLOfTYEl/ZANUQBJTff1dHA8f/WOKFPwZRLqLvoSZxX2zyJr9BbReHW2/YyFU8\nwVf5x9HNRV5sgvkOvz99GSue2wPASx84j7c4k8/M+xlbuszGeZOLFfSTfVEr6JYTUAucgwpnFQs9\nLELuF3UxQiVapQolzKbom1mp0hYvVe12cz/mOhF0U/xF4I3J26MfCFMRuPVk3+bk03Ybh2pq3Tj2\nGEVuIs/cQXW5Ei+YxXAoRI/Xf85FqjSK4IOy6ntUTqdbZuCYnuqWE4BY/P2Uuv5/gP6+UqJvqNID\ns84YUIW9pINSMMGGmp9yPT9iL2fwTb5Ez7AaU11RKzUcJkSMGCGe6v4IUhPsi5G7WckObvjqj+Ei\n2Lhukj9DTT4KuvU+WnKSDpSoVwCFWrBHEroyqwirrwKfK+x9eOGJZgcliZyRyovCWDHv5nYFJE+y\nmpa7PsHMfTGK81AzAPEPQmFZ89hvdLL5vyG+92c3Uc8+QCUpycRnqHhYl9ztdwt+iX+9dPCYahkX\nmkVlKMQC2unRxW56mOvWuKmn1L2v1nknhSLdMUkEPU4BVZEOhi8OEaPI7dAkE7Wr2MFVPEFCF0Nr\nYBfFRWp2tZwe5nGEOfSzjscJ7IOdK9UsdphBHuZqGm7fxTyOcCGHpJngjMcKuiUniaNEPQIUatGu\nSHW0BkmOjJCKihIVkSpaxp95GiN1iKPJ6NafSuzNsMsCVDKl3jb4LDj/3Ax1EFsLs0uaU+xkkpkN\nD3O1DlEc5hxdg0XqxJhleuvZz0qdZVo0BIFOCMaPU1IZJVYWJVSs/Ovl9Oiq612uFS5CfoRKvaaS\nQR1LL/H0Znu9YV3lXWq+n8UeVrGdufTQSh1HKdfPPKZf8ygLaOdifsuKN/ZAiXfyKCbKYvbzBFdR\nQIKmv7uT/X+v3v5M71xkOxZZLNOcSia3lvtEOYs92R7CtMX60C05hTTQMCNg6vU6d4JU/OESo2z2\nHJVMU50ynpRKDslx7OILP1Fm6skOPFWik7xOCbAP+KBaFXhv86hdOHfrZR+EX539Hj4QWHtqY3h/\nE/w3ff8Qqjzwx1GTEcCsygHmVXdRTg97dq1gVuUAG6tV1cQ/51+Zd/gYxCFWCYPFYYoHlftDfO6q\nSnsBUYpda7mHco4wj3YW0MU811IHVc5AlctV/0PEOIM/ulcN8zhCP6XsZQl7OJMiht2TTx2trGAn\n7+v7HcGdwCJ4oe5CQPVj7aeUVup4hjXcyp2cHvgxMLkTpPnoQ7eCbskJluj/9ahwxTBe8a+kkMbZ\nEBGxFr+4YPrCTd+2SYTRYY6puiSNRbo4ORFv//5lnZytQJWKrUZltC5GnYzu0us+CyyFvdctZGng\nppMc1Cny6SYl+l9QDzes/wF38Dcsbj0MQdXgOTDge44kXAUhpk+MR4or6aSKdt1Qo5MqV+xjhBgk\n7DbgqOQIDexmnhZtCaHcTz0dVFPMIHXab38mb3E+r7F432FoB2c57KxQ9Wy6dLGyVurYziqKiHFG\nQCU2TmYLunwUdOtDt2QVs6Y6qLrqFaZQm75sEWl/BUW/dS0x532+5SFU2JzfajdLDaT7RaQScf+E\nrH8f5rhE5MXJW4IS9SHgOaAFolKr5Fn1eEnLIZzXmgmc15xmUBPgRxuhtAmpNla6/phX1rYXAv55\niQG8BiEhCGlBr63oorzmKOHQIEXECOmJUYB+ShnU3U+LiVJNB6X0u0XIxBffTykFJAjr9noA8+hS\n+9FlGnoqwm4NmmIGOUo5cQo4i7c4k7fck/5Mnxy1gm7JGhJvXg/UasFzre9UYYnp8PcnjaGEstdY\nJ2IrpXkhuTtOAWoSNZXrxbT8/ROq/uqQ/roz/jh20x0zAOyD3TtVHlStXnVli7HNY+A81EzgE80p\nBjZB+lvg2FJAuTh6KKe4MqqGaPaHHUBdSZifp5wMq6Ck7ziLlx4gWJwgZLTSO6pDHcu1uyVM1G0a\nDRClmCPaRVNEzG16AdJXNaGuFqpw3TigomcA5tLDmbxFK3V88W21btvpk/8x5RNW0C1ZQRpMV+HV\nbwGU+EnXHBE/WSdFtMRSFKH3W5OyPgHdUj0xqF/D3woP43U6gQHo7oSK84z1/v3je2zEwXd3q+5M\noOLmIxUkx837C4m1qxyoNjxvTNLJ4W21X+eaZgDe+XEZCwJfYnJYqnzsQDUdtFJHUfEw1fEugr14\nJzdd7ZCDxns1k6tiEIpD/dJDhCNRt9tTAQmKibphjGZ0TIwQUcJu16U6WplLD2FthbuUQVfFHPqZ\n41aGjBFyC5lJlIzuFDjjsVEuFotlSomRKgbUMhlYC92SFarw6rZUmO4VsWLNyUVB+otKGVxZJpgN\nqROqp2mf3k6s5giMtrJlH9qi74hDhVh8JyoUkvB6p3YPwX686iVVQ1DdbtSjMd+TXHUUqNIzZjSP\nu05cQu2gEzSZ/w+9OJ9uVmO+CgKfaz7BANPxGVXN9r+pN/gq52nXxzAFkTjzFvUqK12/R9pRLpdO\nkrNwE7iupGAFlIeOEg15FcuPaT96D+UMUkyMkNvY46j2nycIEtcRNEKB/uCPLgjTQ3lSvfgjVNLD\nXAqI68SpHpghXcJOhBV0y5RTild8K4IWOzkSJQPUnFgUF0QMLzTRJ94wuik1eB1t4ijBjceV+2Us\nKlBul1T4nyuvJRE5hXj136Oo5KjuISgdUusiQW8/kYi6/+4SnQVrFiGT9yt0G8vqUJ/PDnA+0QwS\n3bgK3jz3tJMsGFYPa6Bsvoo4OUwNxUTZRQNRwiyItFMeUROU1SW9qolzi7714fmHjqG+E/3dBBPH\nCetYkzgFSQW/OqkiTgEJ/eUeo5RhQhQRI0GQLuYl9RsdpJgoYY5S7pb9BdxSAxJB8xrn8ZmHvIqu\nH0KFL05mxEu+YAXdMuVIWGIEXZ9F4rTBs86FBF5BpwGUlTikmmP4xbuP5D6m/vZkUfS28dHt8gTp\nheq3zIOo54R9y6Ok6Z9qrO/G6+gkWa/hOFQMKYEPh7SYm/XY+/As4The/Lx8DlJkrApv8vJ5WLb9\nAM7zzQQua07zDoXdcP9yhm9WL9pRVM0C2tlPve5jOs8NL+ypaGfZ2QfgNWN8crKROQ3jSsmMRmml\njl9zKV1U0kE1g4Tp0kW/VHSLsrKln6oI+jFK6SThWvZFxIys0yL90kF20cDlPMNWw4e+k5kp5mAF\n3ZJFgujmv/5uRSbiZgFXOPr6lNU7QnKT4Kjx3+8pCeLFtrvinGJMclIYNU69vb93qvnaqU4gos2y\nTp4b0eujurl2JKaEHSAsIZBDJHdWEiQKSDBLBA8Ab4NzX/PY7pj3LIfvwhkR1dlIEnpUqGGYHua6\ngt5PKcHFCZZcckhN0rbgNptwE7xiQDcU1cCgDkjpoIrv8D/4P4EeoJ/LnbPYPryS3tC/qg12NKnm\nwrVQ9rF3qCk6zC4aAJWwdAZ73bDGufSoqBdU67wQMQqIU04PX3z4//CkHo7U/0nfVmN6YwXdMuWk\nE1MgWbyO4blZAHqVZd49pKzePpIF3Qw7H0uU5bXlf6GxjbhOTMJp7qfCbIwdNW5yopAfXJ9xq0AJ\ne4UedDSmXDKFvRCWdnn+AmLpfrkJlOC2qszTwJebU2/3XVi+4lXXIlbRKCG964T2WSvVPsI8jjCP\n+AdeZFnwALxk7KcKJe4HgS54rWI530MlQ90T6Ae9/zkD/5N6HuTZN/5UCfnKjep2RxPMhd4359PL\nfNir38b6AhqoA9SJoZioe9JJEKSOVqrp4Hp+CG/DlYv059oJz/tDS2cQNsrFYrFMLSsn3gzZkhpr\noVumHPOgG0lov/RAig1kuba4+vqgQ1vnchPrVzaH0W4R2eWJXC6y3qQQb7JTtvGvN5ebvnSxzrsZ\nvd9UVrw7Du2GiQdhpBsiMvkrLyB+a6koaV6OSLPldqAOnG83E/hCM6Moj+sIEzVhkSBIOUfd0rpF\nDLtRJ/2U0s4C9lPP6ku3cvGlv6W0T424NbKA7awiRIwfcj2PBPaSqkvRsSPlfP+0I4BPzG/TKhAO\nfQAAIABJREFUj59vUu9F14AYJMwuGnhr+Exqig7TOljHse8q33vVLQc5gz+ymH0qEemqbaD79kbu\nhuD9oysrzxRsLRfLlCGiV4VKKqrGqM9ihPEBbjhgNAZd+pdpirh5/2Twt70zhVn2EcE7GQSNZWHj\nf9i3r7CxD3NcoCZCO0gvLLKvCN5ngf4vr1UYTI6IcWvYlJDcXEOI4bmqFgOnQ+DO5tQD2NHErFp1\nJq2pPuzWH5cSu5LkI5EqEmWymP1UouoU/JaLeTawPc07nCC/b4J3oOqDB+n84SL4zIkte+eyZrY8\nrzw3/vmQU50otbVcLJY0hPHC+SDZsh4ZUn5xfOtlG7H3uvSyfk79xxn3/U/V6VKWmWMV0TbLnptW\neWFQRc7IhCl47yvVBKvJiLHfEZInWN0fpoRZmqGbMWMDc3J0iOQs2nbG/oW/BseH1Jn0UKKO4RrV\n3aiYQS/1Hi8mvIdyWofrePLN9SrgHuBHABkS9HOVgJ9MjfPfO6raIo3qBFlB8onXRE68bkTTNMIK\nuiWjiADKhCP6sYheP8lCD8liLgIuy6cCU1AjxvIwyVZ5oT8mneSIFnHhjCUaYvkXkj6UchTigikg\nObFK3DESx69dM85VzWp9FfBpCFyuH99oWLzPNtE5VMeREtXA9fjWkqT+oeHevwQg+tpceBx4UK9o\n3X+yo84o5wauBcC5s5l3d8LI7uTJbkG+u36UgdBtrJPvKZ9DHq3LxZJRTIvWbz34o0zAixI5kRBm\nGhlrLYZriNG+dzPm3e8GkveRyu0ibp8KoBJ1UpP9mu6dQh2nHjbruUutG3+JYLHQ/WWD5axUjarH\nvhQCy5tHv+m7m9Q+vjqGa2NjEzwF/E5Oyd9Mv20WuNvp5JYH7oEX4ZXvJoeSmt+d5AbId2Uul5DH\nfHS5WEG3WNIQZLSgg3cCMrNQzYlNMz6+DyUSpqCX4olLBO8KRQQ+giHkIszSHDuIV7hMYsHNWH4z\nNhJjmbhsVpI0Yxj4WvPYH8LzTbAfrr7+P/SEp9DEqAnOHOJ55wku/ZAqptv9rCoBYZ6I5XTUjfdd\nRFFi/opel4+CbsMWLZYUpPNFnsgtImKeDr97SRAxT4mIeSr8iVl+TDH3cVJinpLcFnMTEfOU6zhB\nTkQeYi10iyUFIrymdR5JsZ2Z+p8qc1XW+UMlpeaLGUEjdV5cF4u4VsQqB0/AzSgXf8MOqXUjNVbE\nzx5H+Xdi+kXfi4qEAV7/8JmuHxqA25u49m//HYDLeZY6DvLBwJo0n1ZucrWzhIdvvk41EAHlNNcl\nC1LV/elGRcfks4VuJ0UtFo2IrunPNsMS03kzRkj2+Rf6/pthkuYyU8iT/OQi5KZrpcB4ooQtljG6\nIUcQJVoH9XPNuvEDKNWSUpdvA8+qVSv27aHF+R5LWg8RWNTM9//2v9PALgCWsJe9bpPA/OGRwF4+\n59zrPr7vO5+HnwB9EB7S30mvym8ACA4lRx7lI9ZCt1jwQhUlIscMTTTLBcBoHzq+dakEwR/+CF5x\nssICCItIQ3KDDxF28aWX4c2kyiWD2SQblEUukYR9oEPGvZovsp+Q3g+oRhU1KIs9pu7HLlOrjhaX\nsZNz6KSa6wLnpHh3Oc77lOvo3hc+x59fe7/XeakAdYLTn0v0ILwyALv1026yFrrFkn+ImPvDEiHZ\nZ+73n58oa9Q/T+kPeRzlWvH3ODWXS7XFGpSFXYnncjGFXMT9Db3ezMCVvqBixZcwqvCZ65aJQ+ig\nWhVaNkw5PexgFec5a3kt8Evyil8rf//nD/4bf37J/eqzqUB9vl3eZuFOuORZTi7wPUexgj4GuZQ+\nbFqQp5IhaRmbIMm+7HQlA0zL29wm7Ns2VYmAqOzDrIUuQp3ORy5NP4Iol4tY0pUox34NXjMQfys+\nKTdchUouqgH2AXHPvVBYoNwOdOG5bqSyYxwlap3AUihaHONYSDWqeO3gKiDPBF047XYCNONsb+bl\nlWczjy5Of1sFKT56+of4cPdmAt+BS76X5XFOABvlkgdMp1n4XCJT1sxY39eYzTVSNaieDPaNsa5s\njHVLJ3sgucmjp38o20OYNKyFPga5YJ2HcbuPUYlX52MEFTO7X68bK1QuU4yVNGQWyoqn2Cbbn61/\nolJuMkZzXaraLeZ+3LK8/pZ5xr4KC/R6s0m0WOfS1MNM5y/As8BNd4w0taiAeBkkjA+1aAgCkvJf\ng+eWMVp4RoeM2jUxI1RSrgTKSJ54BfpDpbpAVw2zQjGOp36beUNgVbPx6O/5CBfr++r/SK9an4/i\nmI9jnlH4RVNcBIV4URKghD3Trj+Z1PP7mFMdRKmiP1Jtkw3kPYR9j8dyr/j94rIuootnFaaxrl2R\nF8GWHfj7JCdI3rm4XURYRXn1pOhA1Sz6Q6ofp9RaKS3op2TguJrYbMHzl/u+ILfDUlzVDweol9eP\n6LEZVS6l/VuUMMcHilO/0WlEYVkzAFMfLjJxrKDnAf6MxE5judSi6PY/aRLxR4AIYpmm6+CD737Y\n9zhbgu4PK/SvE12DNO/X8IWLkKezzoHUrpRYimWptpOJUXGNVEKsGjpD1W7521J9fRYMJSgJHlMH\nSA0qLLGApJDHwqBqgyd1Z9zvqQvqpRVgEC9eHQgRIyZnoEOBMd6oJdtYQT9JsjVBatbX7gAO6ftT\nUe9Erg6SyrkyutiRGcZnun6kgmCquuPZcBHBaJdKOsyTkBmTLuVsR21vFMkaJe4SImd+WRJpkg5z\ne7M2SwUcKVb9OaOEKSDhVkWcQ7/3HCmhK1Y+QImKrJGm1qNq6AxAuEu9BnHcqwiph36EeRg9nC05\niBX0k6SQ7Ah6qpZomcZ0L4hbR0Td7zM362CIy0JKk0JqK1iSN7J1khRXkH9s4iZKFV9uuprietDB\noMo2hGSXS9RXCjg8Gy880AwTlP/iR/c3qihBuT2MJtoDVbNopY52FpAgOKpuudtI23CZsAjlV5+t\nwiT7BrzPAbzonpEEqp+pWOinq/V7OYNW6uikCt0FzpKj2CgXS0rGOtOPtS6Trh/LOGlPvypVOQNL\n/pKXFrpYS/6D0WyGMNmk8wPnMum+3HRWsZn6Dt5nXGHc9/uUZTv57P2fTy5FtpiINQ7JY5SY8ahv\nO7lCCxtV+0bio2uig2fBg7biB0ZvAz7/+5AxEHm++Ty9bWeo2rOWgSo6lWUOhGODKq68C+VHlyxI\nn2unMAjB+Oh4+kgJKoJGZ4y2LVDB7ztYRRfz2Du4JLmGuiXnyDtBL8UrmOSfuIrj1TmW8piT7WfO\ndSEXUfb7udHL00WemBEeZl1uKUwlNUfSRXSEE8CQ97nnG6kmcU3MqB3TJVWoP8hwfPTzwqSv9Cfr\nQbXZS5pgNX3n4qLRpXJbqeOPnMERKinlGOX0uC6Xks7jSshbUbVculHiLl+KTnkPal/XqHkEce1U\nAYtxTxpHqOSRg5+E025P/2YsOUFeCbq/F6U/tEx8s6UkR3/IbP5kW4hBvKYHbSfYdqoQC9tvfZmW\ncyq/dlI8tV4WQWeZB6FCsgn9YXCSWThw4q47fktYtp1Kyz1dgS3wLHFzrqAf72RnVlWE5CuUVCeB\nqO9/OsL6M3QnXwcgMuAVjzIt7F00sJNziBGiXmcMlUpq6EFUEtHb+r9Y6NqXHh1QfnLx8ZsnJ5cS\nYDEMLFW+eoBiolbM84SMCfpTTz3FzTffTCKR4KabbuLWW2+d0P78Ym6WGxX64p7VbkYmmMktkyke\nkiEt48t2CQgzjd20tP2C7rdGzegVc9sKoHq2blAsnXL88dMDxo3kk6xf3M3JRlME/dEWUyXw5udg\nulVSdblJlRx1Mu43/wRrqm39lRjDqInLhe2qvgiduDVHtrKaF7mYYqKU00OcAspjR9XKfaj48xZc\nl0t3r3eV4A9/xf9fJkOXws7QCrfC4sN8HHhsjHdpyRUyIuiJRIIvfOELPPPMM9TW1nLBBRewbt06\nli9ffsr7En9uust/wYwsEKNRMF0QmRKLbIXhmZgZj6a/20xASmdNmlUG3VrgsyEilf3MlmeQ3L8y\nBXJyGEvs/K4gQa6mMiXufpeUKWpiAJjrzB6j5oky1QlJOBkhNwn77vcBDMDS3cBq3BPpa5zHgVeW\nMWfZERLFBSQIUtKuczdbgJ3qf0dn8pyS/+pCxj3q61sKRy8J8xXu4jeB3+qFVszzhYxEuWzbto0l\nS5ZQX19PYWEhn/rUp3j00Ucz8VKWDFE9VqJMLs1u5iCpwh6zSa6Nx5I5MmKht7W1UVdX5z5euHAh\nW7duTdpmi3G/Xt/8lOJlPItlnioeWBIlong+czmI/R3YM0W2J0uDxk0+J9P9JFZ3XC9Pd+kfBqp1\nzHO4EuVqieD1rwQvvjlNazPZl3lpnwp/SQMZn+B3C0y2uyzVwT/Wa8lnK3OMJ9OOLtW+TeRY7mP0\nvEcUiByE6hbcgj7tl9TAvXDs0/OovPSImrhs1U96DXgTdnepwACze5L/9cXNJsfFCKirsLPhx1xr\nWOeWTLFlyxa2bNkyqfvMiKAHAidOD248wXoJkzNFSQ74KCT94uTSMoo3ASo/upOpKTJdMF0Ypi+8\nlOQQz5STYfKc2ahmC5Bc2MlMljEnJHQN7ZE04p7qRJpti9F/sjc50TGSzrU23iQp2Z//h2h+blc+\nj1v5sPPni+APwH5ouHQ3v+Z9ahIU4DXY2qUm6CW5K91JRI6BpBNpJbAKHmMd8Oo43o3lVGhsbKSx\nsdF9vHHjxENCMyLotbW1tLa2uo9bW1tZuHDhKe1DrLZU2XyQ/GMUMTcjWlL5QaezoPs/J39jBjNl\nPV3ae2GByiQcdVTESLbGzThp3bcyHh9bqFP5w1Nt7z/5ZsKPnonjYKL79D+/X9/6ANrhSn2B+9mN\n3+X+n/w5z11/MQto5xv8Feh1rxxULvSOE4xHIozMVntRgAJ4tW45m1+3gp6vZETQV61aRUtLC/v3\n76empoYHH3yQn/zkJ6e8H79Ipbt8F4tcbv5Lzeks5IKZzp6uhgoYZVxPBh2OCCSbcqagx7xICnOV\nnFT9TZQheaIuVSTMTPi+TpZ+YBtQoXtK3Nf4ee5b/3m4GeiF99/3K3fOcisnF2llfk/+Y+Qx1sG5\nNnkoX8mIoAeDQb797W+zdu1aEokEN95447giXNL5/1JtJ1Z4/wm2na7Ij3QsK9kVczNaxdwBKEvc\n7BKfbjvd/SY6NNrlBd73YQp7Kv+0Fe+T4yn5/zzUPq+EuB64+f4v83O97lTDZv1hpMxBx7Y3TGSo\nliySsTj0K6+8kiuvvDJTu7dkmrGODKvCFktOkrOZouJHFYtPIjP8M/XCWJ3YZwoSL53qCiUY9Fnn\nqYqsGFmEoLc3xVuvj+rMxb548uSb6/PFs8zF/WXPAZOHZCX3MbFkNtP1EgQogOu7f8ZnaZ7AXi3Z\nJGcF3RRzwZzAMcU8AuwGaqdgXKdCtsrDgg55O9XnDKloFTccNOHVF5HlfUbNEpmAllsf3vvNVLkF\ni8dkZCb7yxgEpDLjx5rgP60vPd/IWUGHZEszSHI3nBG8GPUgcAnwDLn1hiQ8bKpF7aSuUvyO7IQn\n2iO++H5IFu6xBD0TMeOWzCET1BFdCOyds8v4oHM+m/8J+M8sDswyLnJJ/0ZhXhKaZUy7GR2Wt5/c\nqKdikgvlAEyiQzosMYUbxbTAU0UImROc8r7MmH9rjecnblnoEDAEv+ZSNn9tHXzVWuf5SE4LOngH\nXLe+X4on9Ad82+aSmOcCScIc1+4THU9u+sr9lrk/W9MMOzT95BIeacU8/+kbgPA++CL/bMU8j7Ed\niywWi2WakPMWulCKF0mR69TiWbNTGRNvNqkwcVPdjRhzSdUXyzzq2xZSW+d+d4y1zqcHLwLLD8Lh\nwA+zPRTLBMgbQc8nd4qkXlcxdYLu7zhkCvsogU9TdyVdeGG6miDma1tRz2+kZIAlv7Eulwwg4jYV\nJyGzwqJZL968mZiWeTyNCpsToKYVPpNj/GcCncD/dsboKG3JefLGQrekxuwuVInXms/f1MLEFPKR\nE5jW/sqE/u5CmS5LbJlabg7UZHsIlglgLfQ8RhpmV6PqelThteqrQMUWR3SGqFRa9Fvl0rXebEPn\n50SV+yzTh2aa6Z3dnO1hWMaJFXRLSqx7xWLJP6zLJU+RanvV+nEV2s0y21dVEdxvOdqb2m8uVjpx\nz41iduYxMSdI/b1bLdODbw7BHpo509Z0yTusoOchYVRoZC1e677qSlR3IflGzftx6GiB6kUw0pks\n6qYrpjAIkXjqFmsSsmg2D5FWf1bUpx8/zvYALOPCCnqeEUQJ+RJgaRAqdK9JylAt42SjAr0Mtbx6\nKTAAkRDQrTIDk/Yb9IRehLyU5Lh/ias3yzFYpi/N2kJvtpZ63mB96HnEKDGvAeRWhRL0EpSQl+HF\nNHYCr0F0O0TbgcUQKVG3wgLvFkxxepd+pNJoOl37Osv0xQp6/mAt9DxColnq0WJeh4pVBK+ZcwzP\n3SIW+nnAVRDeDjyPah2nrXm3JLHOIC1MkyVkNuuWg8asgGmxWLKPtdAtKbHhiBZL/mEFPQ8o1bcK\ndNx5JcrFIplEklUkLhdhCK8/6GxgFXA5sBovaL0gufKiYGaaSnx6ofFY7ltmBtbtkh9Yl0seII08\nqoHqoF7gF29QpXHjKJcKjP52F6MEvQX6fqoWRaqM7TUSxpgui1SEPFVYo8ViyR5W0HOcMD7/tfmN\nDeD5u7tR/vNj+n+MZF94C7AI5VevgMhivdwn2ub+JfIlKh2MfGMTS91Gu8wMmvWfJXexgp7jmE2f\no0DHEES69QLTso6h3Csi5DHPlRKerbeNoaz62RA9qNdV6vXguWcM4nF1IrGTnxZL7mMFPccxa6r3\nodwu/V1Q26XCDl0xlqzQhIoxjw4ZdVpmo0S+FyXqEQhLDaYB7/nhEm8foPYRDHqul0I9FolTl6hI\ny8zhUee3fCRwcbaHYUmDnRS1pCTVRKnFYsltrIGVB5j11btRlnofUD0AFdrClhou4Ilxkr9dJksH\nUJa6CLZklcp9TbgESMCIf8LU2EwiXWzXoplDYWAzYC30XMVa6HlGHCXsbShRl2YU8bhqXhGNqe0K\ng142qCvYUk1rCOVWkagYc+cpSCfYNmxx5rENuM9OjOYs1kLPM4J46fhmLHg4ZPjTQ3glAMCzzIfw\n+sWJyAsJ73/U6DsaHUouyuXvOWqZeRwAnneeAOCywFXZHYwlCSvoecQ5qLT/UqAyCBVleMI8G0/E\npW2R7oHXtw8iZ+vHJSSb29qiF6tdJlTBE3Gz0qJ1r1gALv3TbfqeFfRcIq8FvVb/DwN7szmQDLIE\nuETfH0H50KtnQ2Qp0IWq0wLKApca6EG9TldijJxNstibMeoi6CG1j8Ihz/I2xXwsEbcCP/PY+ES2\nR2BJRV4Lelu2BzAF7AUuBJZ+ASXelwBv4FnmUnDrfJSyVqESiECJeisgfX/jqDMCqBbv56MmSGVd\n0ItLF0vd7yeXkMU+0jfBsMwcbLJRbmEnRXOca9FingoR81SImKdCxDwVA0rMu8cIW7QibrHkJlmz\n0KtQxqK9XFdUGffrgXcD1ZcAN8G+zy4AYPHNh+FtlGsFlAvlvfp+BcraLtP/X8Nzx0iYYlyvD+HV\nE5DsUnC/jMICqC5RETPhuGfUG5sAnk/dMrOxVnruEHAcx5nyFw0E2AP8TD+eyaIureTEtbEfWA4s\nn62s5PpFqOqIwt/Bm2efxlndBwhsJSnTk279+FXgTdyqXtHnIXw6yjK/CGW9i1umHS82vZekKBdQ\not4V9zJW+/AEXu7P5O/P4jHdRN1xmqb09QKBABOV46wJuvMadK+Cf5nhavAXQditP4Mw8AywAc8/\nHQF+oLeNAh8G3r0dfrByA/Po4k/feFat3Ax8DNoWV1L7cBd8Eff6a/dBWF4DLEUJugg4wEGUKveq\n5f4MURH0blSQTBeeoPdjsSQznUQ9HwU9ay6XQMDB+XmANeuUiM1UKr4MW+5U9+XcVr8c6IVX2lUi\nh8njwOOroKnqZ/B3wHq9oguYDbUf6WLjY2rREr2qFi3ooFwsJXp78Ip6pTixjiS8Oi5xvNBFK+SW\ndJiCPp3EPV/ImoX+P5y7+afBLxPSYax3PW/9sULTcrh3txtGPiFKgUbg3VWoWui6EiOv6Q3KUOIe\nh6gvzT8ag764+l66Ue6gDr3OirrlZAgDt+apsOejhZ4TUS53pYvUsEyI0gk8V0oIpMKKucWSm2RN\n0NfyS1qLF8IX9SRgtgaSg2ycJOu8X986QNXdDaKs817oblc3enGTjsKz1W0koQp7iXXeh5fyP8On\nPCynSBTlerH1X6aGrPnQ1+3bDP8JvOT5el/J1mCmOVcuRbWfexZa2lWykgjzJe2wP66StC4EqhdB\nXE+YSmXHqO9msZwqlcAummmwwp5Rxm2hf+UrX2H58uWce+65rF+/nt7eXnfdpk2bWLp0KcuWLWPz\n5s2pd/A48BPgeSsUmWZjC2x8DDa2w49R4r1E34JBWDIbPnwOVC8HhqAjrm8oUTdL9los4+EVoL4E\nBkuasz2Uac24J0WffvppLr/8cmbNmsVtt90GwB133MGuXbu49tprefnll2lra2PNmjXs2bOHWbO8\nc0cgEMCpgr4+Vfb1QW0uToabwXJqBFFRMHJCXYjnXunDs+RHsN+PZWJcCyxdCoGW5mwP5aSYUZOi\nV1xxhSvSq1ev5tChQwA8+uijXHPNNRQWFlJfX8+SJUvYts0ffAcbO+GbQyoOvRMrFtkijiqH2o+K\nSOhCWeZinYtl3p1uBxbLSdINMABOTXOWRzJ9mRQf+r//+79zzTXXANDe3s5FF13krlu4cCFtbaPL\naG0x7tfrmyV3sC4wS6YItDdnewg5wZYtW9iyZcuk7nNMQb/iiit45513Ri3/2te+xoc//GEAbr/9\ndoqKirj22mvT7icQCIxa1niCgdWiIl/O0XVLIp+Ae39kLflMEUVZ6hZLprBXeck0NjbS2NjoPt64\nceOE9zmmoD/99NNjPvn+++/niSee4Nlnn3WX1dbW0trqlfk7dOgQtbW1qZ6ecjC6iith4EWgT6ei\nL7FibrHkNVbQM8+4fehPPfUUX//613n00UeZPXu2u3zdunX89Kc/ZXh4mH379tHS0sKFF1540vsN\no9wvy4HPoKoOvhvYOd6BWiyWnMC68TLPuH3of/EXf8Hw8DBXXHEFAO95z3u45557aGhoYMOGDTQ0\nNBAMBrnnnntSulxSIT2M+4DdeC3QwAq6xZLvdEOet9TJfbJWy6V5ql/UYrFklSDwVd1PMfBiczaH\nclLMqLBFi8ViGQ/5IOb5ihV0i8UydazL9gCmN1bQLRbLlBAGXvjrkw+QsJw6VtAtFsuUEAEuC1yV\n7WFMa6ygWyyWKcEGuGQe+xlbLNOIMMk/arO4WrZr2Vdn+fVnAtZCt1imOSMn3sQyTbAWusWSp4RR\nbQbD+nEEKMT7UZvWOXjlkEdQ1TWnOnOzfopfbyYybQQ9SPLBLMSxKceW/EeO6zBKuOW/X9BTuVui\nxv8R/V8yss3WgiN4v6FMFGpbXoUtyJRhcl7Q5WCVhsfRFOsK8Q5wKexlHsTSRi0bVonFMh7kOI4A\nFYwWbRH1MKoPLEBhgXc/qovajSRUExmAkbgn6iLoIvpyvxSviJaU1Btd/HqcXAY8NFk7s6QiZwU9\nTOoD2bQkBLFSZJtCPMtDRFyaNESN/xZLrlCKOn7BO+5NMY/oX2owCJESoAB1sAeBkH6i8WsOa6UO\nx/BUOw4klNiPJKBiyGsraBpBHZP5xkyuwgp6hslJQQ+iDuRq/R88a0QsDLHKZfsI6kBPZaF0D6n9\nVKDEXJ4nIp/t2X/LzEMs8Ao84TYFPRKEcAjCJUAZIAVNQ/rJBb6dpUILuHtfi3t4QAl+JAaFvd56\naTO4UP+fNMsc7zdnySwzNsrFNjy2zBisxTJjyJqFXkVqn7Y5c1+KZ6FXAIV6tCP6AJXHriUzGygB\ngsYl5wBEhlRD6oohzxoSP2G1vt+BPe4tmUUscvCuGGVis3o2RMREF4u8BGWRl+gbeL9Y8T+mQ9YN\n4Fnpx/T9IKCvYINGSIy4JjNh7FwI/Oqz74HPZWDnFpesCXo16mCO4l2OyWSNOZMv68Kzte/QRC47\n5eCXH4B5sJcBAxApg0gvRAYgGoM+vb4bz0/Zh52Et0wc+VEV4hknhXjGBBiCXgLhMqASz+dSiXcs\nz0Ed5/5jHzyhHkqz7pgezICx/Jjer+9kYIY49o/99sZF4yUQCKzNwJ4tJlkVdDl4ZBDbUN2JwItq\nGYU5GSSYYl7mWxfXy2PAbGW5hweUtQ5Q0ad87GE8/7qIup04tYwHmbAX0TZ95WKgVMyGSAWekFfi\nqX01nmU+G3XMe03BPAFP4HWFMYn5tjGfl9DrB9R/mWvqQ/0WJehg0rkc1VPSklGyJui1eAeO/AC6\ngSXAfjwxFdfIiD7wImawrczuC+byoG95HCX2Q7iTQ6Ct9m4IdyX/4EBNClk3jOVEVOn/UZK7bMn/\nCMbEp7a0w5X6ifK/AqjRT5CJUO0+TIpkkWNXJjyHSD5IE3gW+QDeZKg8t1fdor3QN+D9vrqBLjIY\nJPB8JnZq8ZM1Qa+vVAdUpAS2dqllYqB04/0YKvX/KnCtjkiC5MtG068427cM1I9DfgTm88SfGITq\nAqBT/SDlNbvJzOWnZfoRQRnW4n+WY0eisapQcz5h09IWoS4DFuGdGWpIdrf4rzjFnSIWesxYJ/e7\n8AS8AE+xe9V8UveQN3eE/t9JBq9KYyfexDJxZmyUS9KlqMUyieRcd/ucG5AlU2QvDr1KuTsog3pt\noZveFMnslGOxA+WmiQ8pv19h0JuhLyyAsHnpafoc/fG6/kIXBd7jcJ/aj5lmbS10y1iYLrpCvMl+\n8K40u1HWb2FcH6eoyCzXJQLqoCvT97UrxglBIqhuBXq7gjgEYvpFYiS5DxlAWeHyW+hSWKL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UWz8LIWi8WSs0yGLloL3WKxWKYJVtAtFotlmmAF3WKxWKYJVtAtFotlmmAF3WKxWKYJVtAtFotl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\nOhGRJT4BwvwEUE+Ib7MAAAAASUVORK5CYII=\n"
}
],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": "",
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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