{ "metadata": { "name": "", "signature": "sha256:f527f993d654f2483557e5e219be5e3058ccf72188076cd22833903cc53053e2" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Recreating Starry Night using IPythonblocks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This exercise borrows heavily from Matt Davis' [exercise][1] but doesn't write it out to a file, and doesn't use functions that a python novice maybe hasn't seen yet. It requires Matt's [ipythonblocks][1], which you should already have installed, and the [Python Image Library][3] (PIL), which you may not have installed. If you need to install PIL, at the command line type:\n", "\n", " conda install pil\n", "\n", "[1]: https://github.com/jiffyclub/ipythonblocks\n", "[2]: https://github.com/jiffyclub/ipythonblocks\n", "[3]: http://effbot.org/imagingbook/pil-index.htm" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from PIL import Image" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we need to read the image in. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "im = Image.open('starry_night.jpg')" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "It would be nice to display the image in our notebook so we can see what we are doing to it along the way using PIL before we convert it into an ipythonblock table. IPython has a function that will let us do that. Unfortunately, its name is also `Image`, so we need to rename it to something else when we import it, or the two `Image` functions will conflict." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.core.display import Image as IPyImage" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we feed `IPyImage` an image file, it displays it in the notebook:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "IPyImage('starry_night.jpg')" ], "language": "python", "metadata": {}, "outputs": [ { "jpeg": 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229DhTbpcwfvwpQOpMCOFGKKR/wAWQ5RRnK0jLElzzMSoTZSNCZjwWST/AChF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rUCDoJHOyRvbUcPGbW1t1Ym/3HBl0SfzzNUqfciF5D4mmqtZq/HnorOmOtmlsttMU1ryxo6QN\nrgdxe/mN9iTzgFyEEpazUo+9+fSq1KUsY3TkOFeqNFqWc665CprPzc6GkOSEIRsxYhIv25sACfbc\n4FdtrdtG9dWYJgHnUEG4cVhSM+VF6hRJtOqLMWs0OpR5zifBjuRI4BlLUsWSpKtlfcfrgVhSbdRd\nbIW2czPCNSD9D5VcvGv9p0FCxoRx6EfUULmwqFRqhLiCWpDraT+YlJ8Ic8gfxJ3sRcAg3B4wdtDZ\n5faCm0+A5lPP+OlV2l5+ncOI+LSYoFl3LUDO/Uml5cr7gLdSdMP5tmxKXdN21j2VdNx2IPGF1wXb\nW2/V2+UZKT2MHz+9N2FJfd/TumeR6axQDLWUKrk7NiokloK/A5ZDcwbpTdZSkpUL73SlQFrbYOdu\n23UpWP6hQKmVtk4TmDWn5omJyRVI9RmQIn4dXFFudFZVcEGwLlrCxudVhxe1zbCZq8Wu7LbkzHkY\n5fmtMVJQbbeI4H51V6tQGJeSDV4jyXJWXpCG2yEbvshXkUSePKf1xobUhax/2EGkN5KWSof0mRWO\ndQc8tVCqsTGmEoSwxoUm4KSq6iNrDYHb9MMNnWqVWNw3qAskegoW6dO8aVESM/jUVfrsebRaSsBS\n1rSqTpHASRpUPuCnGc2a+6q7VarEJmJ8sqKI3YJ5Z+VXUyhNrjpdcWoPoUlgjYBCUoSdvTn98OW7\nWEto7z8c6rdfklQ/OFF6TS6fAZGthciSt1LS29ILik8mwOwHHmVb2wK+tskotEYlHj/SPPn29asY\nbwjePKgcuNbF0l6eyeseYm0oitxKLS9YecSTdC1fwa7AuOqvuo7JAOwFgc7tLaR2agtlWJ1QEk5+\nUcAOXnmaZMMi7UCBCBOX1y1JrpKm0Gk5Jy/Co0Jv/Ev7HxCQtSeySb3CLXKuLgAX3x5leXN0/cFS\nJJOZVGQ+55DhWnZKW2wyn8/ivztKkxqW4lc+UhyqJ+Wiw2W0qefF7BVgAGmwOx3OA1PWuz3Ad3vX\nznBzjvz+Q4CrVhxaChKsI6an7D415V0gTR6UlE/REckH6deqStPfUTskbdu9uBzYraa2li92g/Ma\nJGSQeQHE9ao/SDDhAiePGq8yVAiFukQH2YbbikgqSNaG0AbKWu11KO9z/QAYrDu1douh9xBQjXxe\n8oco4CuJWw2N2g0x5jlOUqks5ZoCy2/LGqU+Sdbx2vY249T6bYGbQSrA0nIanly70WteWBNUJ7MP\nKrsenwg5OzHPV4SFpVu1f+JI20jT37X3Pq2/dICVZIGp59O9UwlJhOaqZMqwPwdxZeUy7OQNTy1F\nOlKrclXOx39f9lwtEY8aRrnRCHMIjjSt1HzS3QYUh5UweI02p8lavzHt91c7WB7cC2G1oyVKCSMi\naFfXAJ86yWiZirmf55fhshiM42pKajLSQlCeNLCdtSjc+bgb98P32mLdOBZlX9o+v2pU0+68uWxl\nzP0rQsnZIqGWJFOKZ0mX4aB4z7zir6STdsXNgODpA4H64zG0bpDqVkIAHDL49+taXZzZbcQkqJPX\n5dO1InW+NMY6hy0w3UojcoCeBub/ANb4S26cj3rRuRirW67Aem9EmorbhpjdQpqGUOqUELZStoJH\nm4ubgXHrg61UW30LCZggxrNAvjG2pJMSIr+fuSqmrKnUWPOYnyabUISltmQyhKnI6yhTerSoaSn1\nt298foJq5tn2wg+FRzz0PnXkaXXA6SPENOorqj4eurMxNIg0evIflVSG66+3Uo0lKGpzBCjZS9ig\nI1WseALWIOMJtPYO7v3Lm2cQEL95CjEKPFMTM605auMbaUqQrEnQgajr2ojnrrVQOo1Ydy9ktqhU\n+QVIRIq1WqPiB1C02LbKTpFh3VftsbY4z7MMtjeOkiJyBM5aZnh0ipG/xq3aAJyzOnaK5mz/AC51\nEl/3eS9CqdKy+69EQ7BTqYkJLpJXrG6gSCAog7AbmwONa0hpwpcuAcUDM66UmfLqZSiCnppQWnUm\nFHNn2XklTpQlUVaQU333Sf8Aw4boWWkw0pMdQfpS5K0qyWD6/emfpnkl+r59iQWXKo1CmOIQuUlo\nt+BdSNRtfTaxIJPAPbGF9v7xI2apFwlJxkJzVMzMADnIyHE0+2IzDwUgmBJ0jTn0rrTIrMdlyoSm\nkRflogWhkFvZuyyltItuLAfra+PEWk3Vu66LhJSCU4RzCUDM9z6VpiWnQkpM6z604Zy6XRYmR3Zr\nlScazKIKauYSNWh1hSgdXoF73sNrD9lPtEm3KFpS4RcJb3gQJMoHwnU5cKeWlqtLYcI8JMTyP5xr\nGM7UkVrIdWYbDjP40xIpy1Eaw4o3SdjfexBv74abKdeWG1WqcSShLiZIE5AqT04ik9ytAWd5wVHx\nyNfzOr1LKstrU8tKZVLdXDdbSRdKgtI8wO9iNVrdxj0O4OB5SEjXOo2ysKROhNLdWk3qbqbCwSnc\n9xvj6xR+0J61HbS4cy6V4Cw5GmtEKJRHS8mw2BCyL3+xxS4mClXUj1FM5xW3kDVSOH0BbqbjVum/\nFtr84NAGGKz5HimimVX2qkqXIDanPEXZSCbdz5RY9wOe2A9oAgITTzZjW7ccHMV030ym5ac+G6hz\nsyS0QaQy2WiWkXfcUharN2O5IAH6H3xudk3YbtRxUcgKy20bVbl8pKRlrVjpf1qqGbszFGX6DGou\nVSCywl5Op93zCzqrHkb2RwN74LbXcLO9Xn8uw+9RuLW3bTupz+XenwMClPLYqEhCGTrfneFwG073\nWrY3tva9hf1w7bcegke7w78qzz60wEI149qK5My6M8ZppkaD8tGXUm2jIlgpDdIZP0tk7andFidz\nuoJG98LF3RIUVZJE+Z4nty9aOatS2UpCpUf/AO0cu/Otqr3w+wM6oXQqbEqYlQpDRnzIakBinNeZ\nKGDc6VvOEAqUq+iylGyQAcwnbNzjL590zhB+fb504Gz0Pe6NONaDlbodlTojlNmlVWly84ZhlsLe\nCtTkiBHUEgEX2U4lIUBeyU824vgd+8/UqKsQHAwYHr9BmaatWybZITHbjQai9CIGSnl1yRn5hE5Y\nC0wUPJK7lVi0UlOlQCQOebCx5OKHNqMgbsNkAaED71xGzFHxqXJ4yad3qwxmKrihyWKrl+W8hLbc\n5+KWkLuCCQ4OARa2lR3IHti+5feS2lduvGDHee0VW022pwoWI+XrS91AyjTM0OPZOzo/TzLbQhym\n1VrZhQVdKVa7Atq1Cx/gJ2NrjBti8Sn9UyoiciD+Z9DrQr7Ax7pWo0PD+KQaJ8NFeyVVwqj1FmoS\nA2taqbUW1GJLCLhfhL3LTg5KTcEG42vg+4vUhvC57quI+v3oQWpxYk8KxbqLRY1JrHjQ5Db0abqd\nShslCm3go6mjt67W53+19VYghk4gYH4PWlD+bgg50Lbqcx/xZcN60hxGlzxE6lCwsSR39+4O4uDi\na2yIdZ/OlSS4fdWKjp3UxqsyCzEqbsGpRhqdUpqzIWAQUn3t3T6d+MXPMMXLRU8mFD41806tKhuz\nlT9Ezk9mWlQ3ZUWOsyLN/NxFeSSoGx8p2v3INvUYR3rSWUh13M6AkfMj5mim/GSlPpX2s5ETVYS3\nYRhMvIBICx+U5/lB/gV3329xi5l1DgCFn86HjQ6mCklScqWWM/z8pxnmMx5cf8ILJMmM4XAEjvYm\n4sNwQf1OCVbLeCt7auRVO+gYXEzRKKqLneC3UqE9Z6O5rSoo+WeKwLEkWAVyN7frgO5ecSsJukAH\nmMxVjahEtmrsGj9TqBUktT/GfoyilfjFYNknzHzWVuL2se9xgRd9szCYTKh0H1ohDV4Tmcu9P1Ir\nLNPWpioTXUoWPzVJgFdgPfTz+lsLHbt5QO6b9SPvRzTP9yqz+u5uhfMT0Ssxx0Ux5ZLDTRSyUIuC\nkG5TvsLk84sYs3EpSvdSvjOn+KoW+C4UFzw9KUqznLKcRKFR4L9TmpuoPOuhSFD1V2O3FhYb79sN\nG2b9WSvCk8hHpVSzaIEiSqgVW6mScxVhKKezLnPoRoaYjC6jc34H0pH6A774NRs5FunG4QJ561W2\n+p1UAQBVas9MKyJBlVRxphT9giO0sOutAgjTY+UqIJuTsDuOL4aM3LcBIOBPEnIq7cY6CuLKW5VG\nI8OQoEho1Wurp9NmlLUZIbelqcBS2Btoat9Su1+3a+2L3H0lrA2AlPxPf7UAtZSreLzPypkl5efY\nhUmiUtxESHV6i3AMhWnU4pR8wBP7+psd98LWlpSFLIkpBVHT89Kkz+6sFWhMVucGitZPW1lXLkdu\nJQ2mU/jTqFWkSLtrN3VclSiBYDbTe3GMxequHQbpRJX/AExoOw051omlNp/aTkka8zUFb64s1rOd\nWoMEKSxlOlOSpU7u1JW0lDaEA3FwLEq5vt64H2Xsd22YavsXifWAE8CmfET3/muX+0EPKUyR7iZJ\n5GMorBc0VGPHcdVNfUHzqQ8q19KiCoK4vyn/APY49LYTMspGQ07cqx6zkHVannXiQ07lat0eei7c\nhiSh91PJ1WQUkfpxv3xlVEvXT1srNK0yO+h+NaNCd3atvjJSVQe3CtdokD++cnOcaHAZFNmTENQn\nXiWkR/DXrKgdgQOQBvfb2wCmzKU2z7ioKAcXmPya6lwlb4SMlHKqHxLRBHah0wupkPJaMtdgdQ1r\nsEkkdkpwoF4lTrdyNAopB501ZYOFxjmme2dLPTaryK9l+o5fltBcabCceacDZUUhN0Ak8adQ45G+\nNoEJxhxJ0iay0q3JQoc6xLqNTRDYDZaLC0pCHtBO6hfUb++HWyTht3yeKjFLncSnGgeAzoPQ5Sp6\nKXEuT+HofSpJ2sFqSpN7+6lfthAxbhFwXux9KbuqCm8tSIrQIkVoVxDYU3rkFDKCPMltJVdxXuQB\nf9vXB36kItlPAaT6/wCaB3ZKwJyrb8q/DROy9lORW3o6EvzJSGYkaW4fHlvukhAsN7AXJHok9sYq\n79q2yr9La5RmojRIGvT+TTZrZq4372Y0APE8PLia6My3lOndDshU1px5ppkuhLqrALmOq3Wu3ueP\nTyjGCfuHbp5Shma09uyhlACtOP58qFZU6gtZrgvVVuC9T3XVuobXKFykBRDZSCb6yAeb2INsGqti\nyQ0SFGBp8Z6D40Ki8S6StAwjPX4edPVKq0Pprk81OY4xHmvpUNb6rKW4u2lN91G5/hSCeT74SPNb\n+7V+nRKjlkOX2pi0oNtYlmAOf58Kzt78YztNkyHZCwH7lZWojYb9ub8/pbth9Z7JtbKH7k7x3tkn\nsOY5mltzcPXKsDXhT8T/ABTlkfIEdSbQEqnyUhIcecATGaNr8WKjbbZO52wBfO71ZU8cjw596Ntb\nYNpASJNHZGXPHjKp9HksvVNP5c2UUJS2zvcjuskdkg2Fu2BG920PdwjgKIKJ8KDnxryxBp+Uoz0S\ngvrcmyAUTa0vSooCbXS2DsVbm1hZJ5udsfLUt2FOHIaCvk4G8k68TShnzrHDyO3/AHZoTS584aVO\nh1zxHFKURZTiidRJ50jf7XAwwtNmqcT+odMJ58+1BXe0EoO5aEq5VludpMClTWWKm2czZqmK1KiN\n2KGir6UOb2CUkXsLE7ki1jhxbNOuJK2/22xx+ZHU/wCKXPLbSQl3xrPD84U201c7LKZNXzvUILLD\nDSUx4/kQ1D32SkJFieBe5OFrjabhaWLFJJOusnvOgo1LxZQXLhQj4DtRTOfUV+pZL8dUlWXIQQ08\nVFhLsoIJJCktq2Te1wVj3tuMLk2SC+UABahI1ynlPTplR4fWhCVklIME5Zgc/PrSVnrOy6HVWm5k\nRDqnWQ82pZKnChSlEa9vq5uMIGFCDlxrXOA4ta07qq0qufDVVIVnlKNGGlOmywtDQWAD2A0gfvh1\nsG4UztFl1IBwqTrprGdKdqNBdo6k8UnTXnXBdbyvNcYdM6C45puFrSC5pUOSo8pPuef64/Qrb2zn\n0QYHTT0/ivH3LS4BxInL8z/moaLVJERBbcTKnMJBS34bqkFlRNr3HO+3NsKTs9gPANrgHoDRLd7c\nIRhcBI85FSZrJqbyZb8xSXUgN+I6qwXvYAj1vcXH9MHq2ZZW6ZXMHrlNVm4uLhcJianguOy2m0zV\nsJbI0peQSFWHAJ74pQWwD+klUag/zXxbcBh4RVhqpKhSXWnZRXHbvZT7RcQsC1iFDcDnfa1scuFI\nKAXGjPQ1BsYVGF/CaacjVpM56TFiy2fm32XUxPF/4DywAVIB4ClAeU8jbGH9qU27jKFXSTu0KQo4\ndQQrIkawNTwicqbbOLgUd2ZKgRB45cOtdKdOp0RdBkMeI+yuopSuI+4btODSFaPZW/8Arjyvazr1\n0tTi0wUmFAcJykHiD8NDWksWUsANpz5denfpWkUzq2+zlcx5f4dLkNxzGRIUgl5qMAQWb2NgTyDa\n1tx3wtUy40vAoJJAwpUYxYOKQeIOVOGtpy2BhkanXPvyNYp1YrEPLXR6pqjSn50phpyoFcVKnGqf\nq3JT/Eew1bWt+7lF0BcBwNzgARphSI4ToTzAk9qTpYStRbSYxGdc/wCK/nfnykRU5pzCG/mjHqdO\nYrECyNPiDUgr1DsNJWfuPfGgu7veYHkxmYPp96ZM2YHgVwrM5yC7W1tgLK3EjTba5/8AL4uaVgbB\nFBXTYdcIVyqzToxRW5KXFbpp7gKUi+5IxU/BaCh/cKZNSGCP+tfmG2URWrvJSsSA2Ur3CUlFis97\nA9rYuVJHlSEqGR60Q6eQ4ECkqeZW7JnfMrBQsXbR5ew5Vvx9jgHaQWtaUnJMCtVbFIJPGtU+HPpy\n9nTITMqvTlfgtNkLYjR5bxSwhZUCrSnkqJtsASdO/AttdhlhCFLUmSrlqQNJ6VlNuXD+INMmIGZr\nU6NPRl5a2YEEIbWz4aFNjSRexCAO3A2741SSVqTAyFZbdqCCpRzNSVuiVj8Mityo3yrVQd8URXdl\nyg2NRU56IG9xftxgt1wEklUkDhoOw59aqZRhPgFb90UytHlsRapFjty4tCkNmVVXEbtSnllXihHm\n8TQgHTxp1g2J2Pn22buCGknURH0rQWrOLxnhnPf7V0NkeDQpFcVS6OgiDSkJqT/iAB2pSHNi+7Y2\nWsaSkbXJ02AA3Q3Rc3AWfdJIngCOHlNaEBAIZb4Ce4/mj1Iy61XZRTWHnlIlun51hhzQlYvYNCxt\nZA0pJN7m/ffCNF2lDxLYAA0nM9TnoSc+lEr3ZACzM6kadusVosnM1KhqVR0U52C2ttKkPPEKUkBX\nAG2k7XHJsMfBBWfEMPU5mr33W2zg+VCPlKcuOt6PV/GWXVJLEhxuMl0fVdOkgc3Hm5scHWqkJP7h\nntke/WgFNJUCW8+h/ikvNGVaJWVxVyA9DVuWGlth1Ld+S2u5SUnSQU3IN+xGGSfaNhg7sKCyrgdc\nunHLlVP6Eu9I/PyanhvT8kNWZgibT4chqPI8BYUtCFKB8RAsCqyVX9dh2vZpbqbuGPCfAoYknlx+\nPCqSFNnxDMGD2rkX4rsouZQ695opjXyzVIqjQmITayGZGkrbcFhsD9JPorklONxsO9Bsm1KzUPin\nQjy171ntoWpFwpPA/A8KyJrOC6i0FRlGLUo50rLlgkLHIXzZXI9FY0CrbCo4T4TnS4OQkYhmKQ84\nRqZVa+ZsmS9l+sFN0yGLLjSVjhQuoaSb7pPNsCqC0mFCRzpiwqE/tiRxFMfTnrBVafWTCrMOLIDq\nkJTUYjSUsv2AstTZ+lY7kDsb4pcaKU5GR61JTSFfuMmOh19a2/ptXY0JsrqEubLpzwSWpDJT4bYP\nsASnttbT7DCNVrLgU2sJ6EfarN9lhcSTQbrZWaVTozYTVIlVpy3ElUNmQhMl08EjSSAPc7bi4NsX\nIavMGIQFDQgyD5ZVWoIS5lmORypIndQ6bQqq4uPCrlJaHmYZWEkFNtykjV9yNj6DsL0Ou7vBdZnn\np8K4phtZ/ay6TT1k3r7EepJ8ap1Rph1BSHYzhQ4CQb3AWNwCLEHY4VPbMLi8TcdiJqxMIEKkdjSn\nn7qy7UXVxqVmHN1TiLRb8yWSoki2n25O5UePfDSxsChQU60gHtVThBEBaopFadZRIUqay0wpAK20\nSJBcFrbKVpIAFhxfv98OgXtWEz1+011Atxko/SmSEIOcpyGqYzPnMtIHjylIMGnx78nWbm29rCxP\nvjrjjjTWK4WlJPXErsBwqpQQVw2kk/CmvLWYaFl6R+CUCEqY4py0+cy0UNBCVXWStSrrNgQBc+t9\nsI1LUP315A6Tr6V11CgkpJz5V56sVSPL6eoTAdUhEhw6yF6lKTuAAs7q1G3G3viq3ddXcFSkwOZ1\nP2oRWENgFUq5DQVl2V4kTJdSYTJWgViWrRHavtCR/Esj+ax59ThonxjGs+GhFsrUIHCtJztU6U30\nynU2NLXImwm2J58BPlQoLTpHqB5rcemOW8m9Q7GRBGfbl8atblLSkn8zrSMw5hiUqk50nRkPiTIp\nLNRUUPJb1hIUkFJVslaSSDcd04V2rKlqbTw086cuLSkLI1pDkZ2/uVW5mZ4KUMQM709px5xuOHWk\nLKEoU4lJO60kEi52JVfvixNu0ttq0uJJYJgTrnME8s/Sg3blTTinke64NeXXvQiLkSFNzaqpMumb\nD8NDTAcVqdIAFyoEC5Vztxx2xoGbpe6ViEKOeQyz4DtQb7SVKSQfD+a1HWaP89VghZDmt0lF/Mbk\n9uwt3t6YV2tsUqDyxhjM+WgHnrRNzdDDuUGZyH39NKccu9TV1yoyoTtO/BqPleJpQ+49rVr1aVO2\nAsVLtdNrm6gbkDAe02P2U4DJWdOY1joOfTKoM3hK1IIgJGtI8+rOZhcl1pYUymb+VAZVc2YTcIUQ\ndyVKJP2A9cZvaxQX27BAnd5qPUxMdhWj2EhSWXLleqsh2pgaScsZKpKA823PnJQ4G0iwS3qUs6u9\n1KKT6WSB3xoNkLQ+pRT5/KlO0EKbSEmsM6oVdlqXOhodS+2hV1vgXNzqSpPv5rn/ANu2NG0+AlQS\nchS0MxBOtBMhxzUs2rcDKHmVOmyHNkqSkAAn2vbb9O+BAkqOCYqSlhICjXVHwlfDI/mqrIzHVWFo\nXKWTTY58haSFC7qhtb6dr7WH7eee13tSG3P9ssTOH3jr5TTfZlgpw418a3XpdMndUeslQqi1wxlL\nKRditO6TokvAFJeAvc283m4AJAF1bZW5abtLUNAeNYBPQcv4507tpefKh7iZA786aalTU9TWhMlt\nPREJIdgMLukRmyNKn3E//VtrSm/03JA1EkUMu7jMZk5fx24mr3m96I0H5n35Vn9LQzU80RKvOadg\n5QoDh+Ra2Lk1XHjaQedwlI7AnDVbiW2lMoVLy9eg5fWlLbYU4l1YhpJy6nnUTGZqh166tePEBRAp\noVDhx17BtxVws3He31k349LY6m2bsbUIXmpeZ+n8Ve4+q8uJbyQnId+P816q/Ug02sCkQkGpMo1t\neIvyIecQP+IkfypIsTzvbHBbLdSVqMRB9eFXpuEtCNav0fO1UgsSYcGa9F+YUPmi2sgIUU7pv227\nDfi574MQw1kVpk0MX154TANSK66wsluQ6DTGULq0wfmhDtnFf/cVb6EC25OKntkOvA3Kj4R6dh16\nVJu/QiGhr8ao5nznXahR5MCmTD8zIF3Z2oNCMSD5WU6ToSAN1qOrf9uWlvbtqDtxnGieff7VVdPv\nLBbt+PHl+c6Xuli4bcuZAo65VXnPuFMupXs22vQRr8Q3UQLHypuT6jBe0S84lLzwCEj3U9J5feqb\nJttCihs4lHU/zTPTelTHTmnSq2yhqqVQNkl6UsMtA/UohSja5Ntyb+lsLH9pi4KbdRwp5DP5UwY2\naWgXEiVczSpCyyxmaosViVmWgZgzO0tPy1J+eQYcUW3Pq4sHcXGi44O2GadpNNtm1QhSGzqqPEe/\nIcOdBqslki4WQpYiBOQ+9OGVaYWajIqj82TmCrPNlIbbjENMDUSogEXUbi11cDYAXGEe0XkYQ22A\n2kep+gHanNiwtzxLJWT8Kyj4gpD07OMNWh5Liae2hwJG2oKX/tbGcsynd+dbBycVdI9epKW+klZh\nmJT47Yiq1KkgJCklsX39hcj3thrsRZ/3BmJyUPdGf5zpLtXKzcVlofe0rhSuQ1yQtDNQDjTvkXZZ\nCCm+2r22FjcjH6EtEthQLic+fEGvG3HHcxORpTmZrmZPrvy0+k1B6Mldg60NQKRvfb6h7XB3wHeo\nh8/tEjmmPlTO3WndwXBPJVRVGs06vRyhSvm4csgrjSGiwsG4tYmx1e+/GDU7lbZaV7p1BBFUDeIV\nvBkRyotlDJyYEp5uK46hDIHiMh1DwRq4BvwduL9sLf2myUDKD1kVN9b2S9Z86Y15fZW4kNSHWHE/\n8RoHTqv2t2P7j0wcy80pPiz70IUqnlQleT0O1Jh2FIlGSy4bBKNPe9wbWUb8c9sKrpVrcShKh2NF\nssuAhQBy5VuPTbqdS41KNIq1QkLcQ8r5R2Q0ltp1i4sF6SQhwEEne3mO1seHe2Xs1fIJVaWylogT\nu1eJJ4kAwVDlqeYra7Ov2FGFLAM5SNeU9abB1YisqcTKlsNOrPhoKEhtT6dr6ja52sO/OKNqeyFy\n5bNMMbxSsPNMz/7ZR5cOFV2e0UFa1uKSIPI6dqwb4uOusWTll6ioQ+lqtKCQhsBphgI3KlWP5i77\nXXxfYDDQbMf2dsxth8QpIwwSTHHIn5jU0TstKH71TzcRrPPhXKXU+vsuSKJMiOuthhgQVIcNzoLQ\nSQCNtNyf9Ld8fWDhebLShpp5Z+tOblstKK+dJMqfoqGtH1BoIvxvax/898Ng34Ak1nQ6SoqNWKLM\nXUcySlJIFoDgXc2FwP8Aw2xRdpCWB/7CnNqZYM/2mq5QW32nrJWsSQpQXshe+4P33uMXk5EHlSBh\nOPXhX2iVQ0jOjxSUxmUyHHEBJJSzqCgkD2GwBxVcIxsA65VoQuFJmui/hngxWunFKcmSWnJDxdkp\nClF1bY8VSPp7KJT6jm98eh+zNuHLQnDEEjkD/FYf2hcIuznwFarTOoDdDklNLpza5CEEodcHiLcV\n7n6UjbgC23Jw7fbxDdtnuRp5Tr50qQADjc068fpTPk2lS+obmYajmFsyJUKivmO2V+CgXTpslZAH\nlSsq5F+3bCi7QllOFB146mj7dalgmPdBgaVtvwlZMdq9Ky9kqItYjRJL9VqqkpI8ZegFtsEjZAAQ\nL2upRNrWvjD7QbUpwvkQCYT2HGntk3iws8szWm9PckuxcwVJ+mRymK7U3W2iyyAUNNEtt6Tcm+ok\nje5JThLtvaH7LNq3zKldz8szTNizUtxahxIHYCnSjAR88BmbGbZXDQWFM6hoZCAry3B5BG5HN9t9\n8ZzAhKSpXvT8APnNHf8AG6AdOHQc6N5hVTk1grXGU0GYqHHn3FeIZClG+4Pe1uT3HJxXtC+btU7x\nY0Gpz/J4UUpGNQQnMnlFC3stRq7G8QyvlFoulpuREbQyq+wTrG4vYAXA/rj6xumL20/UrCkAT4vD\nHmmZA6mO9Qdt3Gl+FWfL/OtTZaiMU9yTBfbcCHmlAMpRsy4ndKwCbAbEG3qD2wUpwPoShwAqQQUq\njMEZjPl9KqZhMqPHIjga9Q8zs02ppdbKFxIr6UylFfmZSlaNKlDkbqP6A9sPWNpthH6dGWLxAcE5\n+JI88x3qldtCsZ4ZHrlkfpWW/Eb0lpnVfpnnafRac8/mmh1kQHGS8GHJjG4bS0VXSFbkpuOUKFrE\nY0Gx70MJSUrlCvgZz+NLNoW+8QVYfGn48q/n7m1l2VFbfpb01uV4aAsPBGgAXuhG5ISSSd07cXx6\nPb7R3yggwn69+vWsqlhCUkqn7fxXqh9Q6f8AhT8er5VpdQmkbmaCyhW23mAIG9t+PfFzz6tBlUWW\ny2rETl0oTlHq9kyjMvtVnLLpUpy6PBZKyyBYabIUlWkkEpPO+/phWblU4Dl8vjTdLAdIU2r71tuR\n879LalSvmqDWn48tSUuOw5C1LbLtrFI1kKGxOxXyNxffFaWLlRxBMpqLxCPC7kRRWr9LeneeFxo9\nQpNYyLKmILqajNhuphyrE+dRKSAVDe6V734vsel563QRbkLA/pykfGqQlK1SvLrWMP8AT1NTlvMU\nVdTqdPQo/lx2/GKxfyqJOyAbA2tfDQtKcbBeIE0Kl5KHITNe610znUeiFxxCoDfB+bKjpUq3ukWv\n6A/bEmW7No4iSo9Kkq5U54IoJByhIjtr0TTVHNN0IZb8BskfVdSxx24398GpvGlKAbRHU5/Ch1N5\neNUU75Xg13MEd5ql0mjJmPFGhCYynUMBJBBK3CQLK32AvbnAd6ltKcV26cHTL5Zmiba4SHAllBJ9\naF9S4dYynDZp8uoyK1VOFx0nVHio7AIHl1bAW3sALnawXJuGCnFbN4U/3H3j241J64Xihw58hw7m\nknLc5yiVxcuoSzJbIVrit3UF2BslRGxF7bJ27XxAb0neAwKEUUEYRrzp9gZrrmZ4ZmojtQY9OR4j\nykt6ktqsdJIN9NxslIFz7YpWr/8ArmZ4VSlvCr9rhxoLmmhmg1BiTIAkLnLBdUghSlgWuL8XAHHA\nJ332wSi5SpASlJyyH5wHWrw2qSpwimbI+YadUKaqjriRI7EwrZelqTqdWFJ2LiyRrWNgAkAADkbX\nGvQ82Q7OJYIUE8o1q5laVEY8k6evGnKnUqZXqHEL89EufSdcM2AU1JZICVMOADzJUEpUm+4UP1Fz\nLoaWFIEIVBg6pPQ1IqStRQs+IZSNCPvTlTMnUvM2S49OjtBqnqKdERSrKjKA30oJugnfb1372xRf\nBbbu/JMn0opttt1vdkZfGlNn4eJbVY8Km5iYabQvUqJMfXGKB3uALKHun0xaNrhDeNxtWXFOY9aC\nOyVY4QsR1MVdlZaiZA+YfaqlPdqcRq148JUlpBWLblSk3UU3tf8A74HG1FbQO5SgoT3gmOHGBzqS\n7FNr+6oyegkUIzbRFyVojM1ZE1DyUPOOxmEt6wEkBJSCQm33Jwv/AN6UNGSFCQJ078zRzexEOeNT\nnhOeWtCqpBXJfXVqw4hhlkDw2UmyAAnSkAfawFuMANNBEoaGJasyY500UqQAfChP0oQ3Un5/jSnk\nhhuK0VlLp0/KtmwHJ2UQBZPNt+2H2y2k2yVIbMqPKlO0nd6QpQgCsCze69mWaqPR2VufOPlKvCSe\ndVktIHN/3O9u+HTi921gGQSMz8zVLLOI41CSeFbb8Kvw/VSfVExnqdJkzY+t2YgjSIaU7hKyNgbj\ncXvsMZ7be0/0ljvUq8Sx4eJPYcupodNv+pusCR4U68q7NyvmlEvJs+n0JXj5ifJgNNpVoUkKskOa\ngNkIuVHSQQBub48jY2fu1Bx05ak/Tua1bToS2UNDxafnQVfoOU2um1CjZTo8lcpwJC5rwaGp9aQN\nSAfQr3O5sNu+Cbi63ylXLogcKvabDSQwjPrRvM0VEenCllTkdWlL095tWocC6AexVcgAcAk2vgRh\nSgreDXgOXWpP4SnBoONZ11Goz2dULpsYBqmxiAqMlvyylbBDCfQJ2KyPcYcWTiWHN4c1Hjy6+fCk\nr6VPpwjJI0HPpVjqFX43Q/p4KHS/DOaa2zo8dDetbSFEBVrbDVum/btxsbYWRu7hV4/7o+A+/E1e\n64m2ZDSfeNZj1Fqqvhv6cvVBDAkV2U0FtB1Ork28p4slR2HA3O5wXYp/3F8MpybQeH178TrQy1bh\nGM+8edL2Sc85lq2R4FJDkRGYaglx5APkUyyVAhdgCL2JJJ9Ob2u9W3atOqdcndp16nlS5xTq24a9\n46T86cMrwaNkCDNkS61S4brASqo1GU4mylk8qBNzuOAD9vRJtC9fuACEHD/SkcKNtLZCCRiE5SaT\n+oPxDdLay49JkdTVMUdGyqe3TZLT0lY2vo0+ZtRB8yjYbbYH2e/c26DLALnMkEAfemL+zA/kpyE8\ngM6RM0/2nlOpWXk0Dp3laNSWGFhuRV6xuVpG922UG4JveylKKRYW3xSuwfuXS9euSeQ09aZtMMMN\nbplEdeNc4dSPjCzf1Lr78qp1uRJZRqDSXka0Ni1vKi+lN/QDDRlhpoQ2kCoG3KhLpJpQi9Wqm/MD\ng8LxU2KHGgWVtq5BBSRvgmSRXf0zXKuifgq+KbOuX+ojEdidOrECShS50NbqlFSE8rKrE3HN+DYX\nwr2ts9p1kqWMJ4Gp2q3GHf2zI5V0n1uMPNGZINR+Q0ImU9t1Dam/O0kqXZKtuR/0xkrT9pJb5E1o\nF/uwvmK2D4taEcwdGhOcRIDsdyOthDCNem6Skg2JJFu9+caP2DuFI2sEyIUCDOXURwmeFZj2wYxb\nPJEkpIiPzSuA82VqmM1CpNsCpNPQtaFsWKUrA9FWAva+1uf3x7Y/eEIKRmR0+U15ww3JBXkKH5Qh\njMjSG4tekKCRtGcIBQDwN7m/Y9hv98AtXW8TJUUnkRVz9tu1ZZjvThUel/iZdS8zJhPyWDqcBdut\nxNtglKdyrm9/e/GADtFkKwug6xIFTSy7mUEZcJpOmZcqK6o3LbdlJRKc1+OlQSpaUJFkKIsCCRbz\nCwFtsTwbyQw4M6JS6Exvkafk0WyFU605His1kOS22jZfhK8RS0XIulVtja2xHY74utf1TTZxYZHo\narujardARig+tWatnF7LlaKaPOedZClFgPILaja1xbeyh7EjbBimkvthTzYSTrGYoMIwLIbWSOE6\n1bbzhUa2tuSVJUoIspRSAV8jzX2Xz64sDDCE4DmD+ZVHfrCpOtVo9VNDjtvShTHoqyV+C4wsatrf\nwqsDsO29sc3DeYtyUxrmPqKtJXALmYPf6VmvX/OicwV2FGQlDDMaOS0wNtBWdR/WwBx5Z7bKX+pS\nyTOEST3/AIrd+ybISyp3TEYHYVmslpVQoLs8gq+Tmtsrb9lJUQf/ANSMZllG5dCOYmmtw/vmiRqk\nxQKqxzHmOjSfKsgE/e9sOwfCKzjZxExVrKMhmNOlqeWUKdiqQi+w34H6m2Br1C1oSE8DNPWXENsH\nHxBFVzLSqCohbokiWCRYaNOnY39b+3AxPCZ6RSlojBArzGV81KEkrUpSlaTe5IsfX98TgpThpm+R\nANb78P1JmMZhp0f5VElLTC4qmkpOp7USpJSkfxC4/wBca/2XuQ5YuJWqEpVPKPw1lPaG2/8ALStA\nkqTFbdNzdJo09LNPpzUhTRHlIAQNreY9rbY0yykpG7yHP7UhASmS4Z6VZRMqtKo7lXzDNjTXpLN2\noxUhDYDZ1AIQbXIt9tgN9sKLh+3CsCE5j4k86YstPuJke6ePat/6JddZWQeoz85+K49UKxBRMprL\nRCW3UOMhsOrVvfg6U2tcjgqvjKXDankKdQMgY7EcO1aRhYZWkOan68a6Q6D11qW4lPgF4xVMOJQp\nQautpTi3EhXBJUlFxxb1xk3tnKZgu+9I+47505s7hC5KeM/CrTDH95uppfBKI0vWlSzsElSzc/f+\nH0/fCJNutxQS5liq1YxOKPIR60NnIVBos8nS9Nhl1pxCXdYakNmwKh24HHGxxj/aSbd0tuJKipBA\n5YtAfnTPZsqGeUEegpO6P0ep0zNTq5y0PN1MrCwCkBllCLrKzwfP9NrkHuL4Rex6VJecVcEpAbcB\nlUSSDkB3IgCmG0lAtpAzzFaPKfNPq1KecbHhtmy3DYqUhKPMbfc24N7Y9L2Z+1aW5d4CPQ5TWYfO\nLEocTSVnqmvy5FcXSnZbtRzDQnHFRygKQx8upI8RI3OspVbfa4HoTjT2YRitUvpBGM59CCczwAIo\nN5KhvC0c8On261h0NnMeWW65meVVKrXKqXmwYzbyNLi3FyBrA/8AtoQFEqt5h7nGl2WLa4tEJZTg\nTKszMyDB1zzI86UXu9bdWtasRyyH5wFZh1+y/l6kVQwMuRXHmUx223fGWHG2VBhGsJ/jUoq1FQNk\ni503G+NBZKLnidIn4nPKll4rdHC2DHwrIlM1DL7lmYsdUNSSEKZYaLTQP8wVe36+vvjRNNsPJCFg\n/H4cqBVdOpO8aINfTlCHmumueDEjoeQvxFOtrBaRqvsUm6Ukkp8wsb/fAtzYotTvFK8J4HM+X2ou\n3u1P+DB4umVVUNTqG+z40Oh156KhLHhBBYmNnVq8pudRtfcnjbsMDm4t0pxNkg68fz4UaMavCsmO\nsGtSZ+NapUXJa6LApVRojzaW220uzVym0CwCiWlJSPcbgffnFdvbtKXiuRP/ANQCfMVU6oAQgj86\nUkDqdWAt16HJbQ6pk2S1SW2dRO1iE9+DqN7A98PmbJu5MNNx3P3pe68WhK1fCp85ZYmU7LdIqtSZ\nm/8AzNseE4HW1uLsLnShOpYTwAVWO9vTEWWy28tpSh4eEfXSe0103KMAKUkz+d6tVqtzQ01L/DBQ\nacpIGt1sOPOWHISNyeN1EC5/TFqnW2xAMmgZUslRNVoudawiM4iipfj0hagl2dKIQ4+f4jz5u9gk\nGw74VOBL6v3BKvl51ZBTJQcvSfzrQfO1Rm1SmuIpg0xUps84pPhl9d9wPb9bCxvfFTTK1Eya5+2k\nDnSxkKC4moqS3A/EZrQKlPLUpLTNhe4HOwBOo9gbDviTjoRJUY6/ar2m1KgDM07sV6EhuOmfVWkR\nkL8SU3Fa0rCr2IB+kbb6t1G/bEWVJAJCfM8etcfb8QE+nCpapNhZrb+djwUMwPlflmB4hJISbatP\nbk9/13xEKUiBikkzkK+C0YoAzir1EyhT2fw96r1j8NWFeGmOUpMgIAISNKiEoHFrkgA352wMXnHS\npu3RI4qz49dSeYohLSAkOuGTwFaFRGo0uI2umtz3EukMBxx1IASEg6luAWUQmyBYklX2xx4LbWlp\nOnHLLt0584qORCnHSJ4CgFUm1ek5mkPypYXIjnziSVMytNtrL4Itxf2wUzbB5sEKg/8AXxJPccKI\nReYVxhnvkaJ0vrpHeU0moLUl9pvSfm0BepdwU+ZII422t9sTNm80P204knikz8DBq/GhyJMHr9xN\neKpnekTHXnJmXIsyPLspRjT0IC9IIvtp3FyP98BtuNNO40rKSRoUmauWwpaMCgCOhqsvqZRYsFqH\nBy/Np0aPuloSY5AJ5ushStzvtvsMRuEKdVjgK7gj6fOutJQ0nCDHahqFP5ilP1NqLHW0ySlHjSVW\nbsedR3ttyP0the6jCQ2+SJ4Aa1xV2IloDuaR89Qq5nCo/JSJ0BhovpTpaaWUEHa6UjdSrb3tc9yM\naKxbQ0jetAzGhjL7UvcdCj+7ma0/4c/hjjw6yh8rkNxobYc1BvTKdQr6kpFyGr8atzbvjG7a2yVI\nLUZTnynqeNMrdGNUg/4rozLkMim/g9AREoVAQNEiSpISJCzyQo7uq999x2Fr4h+4euFlx0z9uVNU\nIQgYGRA4miGasoM5LyYqPRZLVIZkJ0yqg4sl1APOlPe9u6h+uL7Ub0y4mY0HOq3UYEeAx140vZDz\nzDyfE/DYcuoVeveEFNyn2SI8Bs7JG/1OFNjvckKBxG9t3HjvMISidOJPPsKstbhpH7aSVKA15U5J\nkojUBJfeLMSOCt+S5u46sklSyPUk7HvtYYECF48s1K+A+wqbigpICsgPjSNJ6r0ehtTarOjTqbAi\npDEJDbRL04g3WU9gSogfvcgYbW9liWlhJxKOZ5D81oYXLZBciAMhWRQeoceTUKhnrMzmqO64Fxoz\nJLniOIFkMtk8pTYXX9OoqUewxoLtp0oGz7P3uJ0yOpP246UsxBSzcPZDgKUc6VyrZ4lqzVnItF55\nJFKpLSFFD6kC6EhO58NO11H6j2F8MrG0as2xZWmf9yjlrqSeZ4Cg3VuPkvO5DgP45UCptbXlmrSa\nw/JYk5imqIbWm4ZpbZ/hA4Khc2R24J5uUu3LrYZSIbHqrr9z51NKgjxcapdYMjQ869P4+X6dWpDt\nWdmLfdeKSplL1rEKV9ViSSSna5va1sLEl5alOrThSBAHEj850WytDKk5TOvSuWs00atdG+oTbdfp\n6FyYqg98s+nS05cXQdtlIJsq42UB7nApCXUyhWRrSsuJOlKFXkzSwgurV4chRfKtW7zivqUd/e32\nGI4MJirgoHSvcGA2mm+O8tI1EpQk/wAVucEJZOtQxSYFSKccbUhKBZagAmw5PqSf0wchmIqOIExW\ny/DBDmUbqGzKy9Oa/G46g1EmPlTbDr6kkaTqICm0/wAqkkrvuAOAtooQq2U7cDw8hrU21kOhtGtd\n39QabMk1KGJUGS/MahNIkOpb8rjliVED+EXPHbHl9uoEE9a0SgQYrT+quU19Q/h6W0hb5eLCZbKE\nuhtIKQFaSf4hzz34tth77M3ibTaTbrmkwcuBEUk9obRV1YuMoMHUZxmM64J6p5EQ+4p5CH4chJKl\nq2faUf8ANe3bvccb3x7WpH6lIUZTyIz+FeaW4NsopBCp4H6GljLmVXaJmNDMuIpTKk6jIbX5LHY2\nuTa1v4VG2KrS1uQshJxfA+hq+8eYUgHDhV6j4U5xMlU3ME2LCgqq0twk/k2bDRA73Vvf727c4ufu\nUW6Cu5QkAdz8ACKEQ3MFCye0AfEz8KIZv6STq7Pj2qpp8mOlEcMPSG+ySCsi5JUpQHPY7cWxl3Nq\ntpJWEkgkmQkx6QBAp02UwEjKB0+dU3aVV8hJQmstrbZkJLbMphZbQVW3soHY7HYWvY4b2W1bO7QW\nkqgjp8x9aHctilW8Kfj8qVKvEeleImB4dchBdtJdQVsAnbcGxNjtxva2HlvcLYZxe8PzhS51hLju\nEGK+5dzIY7zIQ+ptCF28IkBTibW0kkHf7g4kW2rmS1AJ0/MjQ6kqYUFOAkcfzOi1ZNNqsNSPlp6F\nKcSpKVIRZJ7+ZGx39h74GbYfSd26YB45+WtFl5kpxNg/CueOp85dQz7KbYKipuUpDalb38wA2/bH\nmm21l29ecc7egitts6G7dpCeU+ZNUYLRXMehrXpTObSsjgBab/8AfCJwgtJcT/SY8jRbScN0tpX9\nYn70NqjCmVBDltYJBTf9N8HtrCkgilK2i26oGhz74jIIUhSVOJGlViQu3vi9KSSKNuElVv4anjs+\nJISjQdyHOTvte37Yr4UuSvwkVay5GMqjuG30SRb1IUk/02GOvZKSBypldnC1i5Vv3T6Q7ToL1RZZ\nPzaZCW7IcIBIQChI222O5w89kSjx26AcUYjpEdqT7cJUhLyzA0600vJzG60qXIqEKjtoso+IUhKb\nm9yVEHtsAnGmuQtQ1wikLK2EqhKMVesr5mlUnOFJrRbXWnkSEgSqnIEWO5sUWQSLpBKuUp4HIvgB\nDShkgZcSaZJeKj48o0A+tbh8Pua4uZDlz5+O/AzQqQ7BZhEFZKW1AttDWCdyEhHAUVJud9l903u0\nlLZlBGZJ0P8ANFoBW5iI8Wo612rkqvUnOFbqL1Hjpo8ppCVT6dYtlmWn6lsgm3IAKRayhwL4wG2r\nZ58oBV4hpny+orQWpbAK0CBx5zVyqx40mzzQXEckr1xCgbMrSm2oDsrYakk2UEcA3x1DYSnER4Vf\nPvwPKqrlxzJSTBHyr3k+vUytSJdbNIUZ0z8qpqhoX4a1oTpDiUAavEJASUkcWPAvgNtu2vk/o9oo\nzBOEkfI/mdWsvq/5GsjxFes0PPZSYmzJbdJhtuWchJlOBt2YNI132KUlKrDYG9r7YEb9jtnNLDjf\niI/6zGeUdfyavXeuqBQo5d4q1lgyMxx/xGpRnKfSaRocmyl6ih/ypWUtagCQNVgSNzhk9swJCQFT\nrlxHfkenCqmlAiOA9DXqt5eabrbH4a4Q9IN20lRQQzpLridtygDSDwFFW/bHEbOcuFFa1mEwEjlz\n9cxVi3AnJA97XtXKtTyhT5lTrb9Nl1hmgszZNaJcabSal4SgnUAbHw16nCAqwOm/G+PRrU3KihKw\nPDEemh61k7hptIVgJzn89KxzObFEq9RYqrVNzLDqFdWZKZExbK25TSyU6kJQASCU878W98OGWH0q\nxrAIT1Ij1ypUtbZ8MqE0TclVLp5GbYpFSrlHYKVKkJnMXivLBA1JJSUi+1woen2wY2826uHmp6g5\nx9aluC2kbtcdDTEmtVLPOSpMaZRcjNyJjaU/iseKqM6W9QupzwbNuC9tj33ttsBdi2auBClmDocx\nMZROelFsJcLRJwgEcDGXWshrsBFEzCiAGYJYgr8P5qIlRLm/mJBV2VcjbDVh4mVoOvAwPpS9eE+F\nY05TRVyoUeZDZcS/KZkbpWJkcEAAbkLQSTfjcd8dYubgEh1AIPEH5yB8DUHmbeJbUQev8VJSKhT5\ncpER0NBpsE6Ut2SVcBN73HrfBLziACpsQeJoIFQ4zypkpWTpzzOpuoNQokdtRAaSyvSQnURudh6G\n5G3GE4U2pZIBPWT+TRy1KCPEodoFIuYczqnzExR8xUwEnWra+59SONzufUbYZ4W0iVCO9BtuLUIS\nZoDmyqTqU22me78pHAAbQUaiQDYJbbSCpVuLmyR7YCF2yklTfiPTSjtytYwqy/ONNeRaVJr8Nt5N\nEmVCmMm7qFuhJdCgQAV7BAvbj0Prgd5xKvCt4IUfPToNajaMSsqwFYHkPWvFO6SSc8zJsl+oQaDR\nFyCoRmvEU6smw02F/cXWRYb29YX6v0sIbGKBqYH55USxhclSjhz0FDer3RCPQ80wKdTH9dPipUtQ\nbbKCokAair6lG4A54JtgfZyrm8TvIAHHOuXKre2JSSVGiFLyhCpLSG3PmHXFK0toQu1lHkm3f33O\nDbshKMIUBzigmFOOLmMqd8r5Hoz9TU7NjQX6uxHCQ0tSZLtibBbidwkntr8217WxlNobaW01hbxY\nJ190Txg6mOMZU9YtStXiIn1rQkUl11+FAgRI6ktPguWSXFWSBpDabX1KOwAtpG5I2BTs7TQ8lSQi\nfudZOmXx4V39ItC5xZ/nnRtXwnVrqEn5SvVNUZp53xUNNN+JKB238u6fTzKHc4ZsbdZtR/47cGI9\n4/4z6Cr/APb3nFAuqz7Z/neg2d/7PRVNqPzrtZanMMJWPkm4ockLKiEpuU7XGwG972++Lbb2sUkx\nmnzyq17ZZiTn5Z0kv/BnKbokWTXRFoKSryID6FuE7EoVva43AHv+uGL/ALVIeUA3KyPIfKaCRYuo\nH7kJonTugU6m06JJpOmQyFlAW7ERoSkkJ1KIFgRvbc8nAT+22Z3bgMjM+Iye3ftVqbRRG8BmfSql\nW6TzKDTi3UpqkworinFmJGCHHEg3NiSSoC21iAAd+cWo2swpwLYbzI/qJP8AFCLaWkQo6chWg5I6\nNZYpaIzrUR6pzb+K6pTylJAIuErWLHbulJSDbvhFfbRvrkFDzkI4JGQ/nzo5i3YBxJGI8zRCo5un\nzJKaHSYcGBTi9/iG4jCryRfcKUnfc+5NvTFLds3usajJ4TwqLj7m93aAAOMcasZiz0ihvR3nhIlz\nAr/Cx0JCn5BF/Iw0BYJFjdRsB64Abs3CSpagEjyHmfpV6nwDOp4Cq2Y6LV6/SVu1C0me/pQ2ypd4\ndH31F1Z4UobAq4/hSDuT8h0LUA34UDjxVw8hUHEuKEqzJ9BXyEjL/SDLL0xcx2eZak/NVOSAmRVF\n8lLTexKLn/QnbF/7t06G0J04cEjqamkNWzRcJ11PEnoKqwcyys0xXKrWAmBTIf5rMcr8jCDwtw/x\nrPFzYC1h64ovCGf2LfxKOp5nkOQHxqtsLf8AGvJI4fnGsXzjmmr/ABHdWIdBosWRGp1KQPGU6gte\nGgK86nCN0IVcAJHnVsLJBONLYWzWy7JV1cHxK0HM8APmTpXFp3rgQjh8K+Z9ymun5oaYhyI5gZeD\nbZdcT4rZI+tRSfKPMSALW8vc74NsFKS1jX7684+QoG6UFOYU6D8mqVek5X6PVRrMee8zuT4ctaRB\nkJR4j0lsDUfDaTyuxtwEgncgYDf2g44yWbdvCriOvfWKOtrIOODEZTz6VhXWv43suVnMEt3KuUFt\nU99eomoSbup/zAI2Qbe/O/e2ObPevWmkpeXiKeQ4Uyc2WwpRIJpVy18XucYVd8fLtGpjUt5oMMl2\nGZGgdlJ1nTq73IP22xZer/Ut4HJCZ4GPLtVzFi20cRzrL849RKjnatTqlmCQuoz31G6lEAMLSobh\nI8tiARYbb4glpKUhKcgKJASk+EUGjMu1ZxtltBdffWlCEg777JTc8YlBOZqQAFGoq2orSTU2XkNM\nNKRFaDVtbgIBUVWtZO+3c298EgqSkR51EDwmONfYqI7S4HjSEBqasJWUEOLaRqsq6RuCeR7b4mbj\nGoJIgDXrUd2UpJTrTvkfPJidRQ4mFRp0WjnxYUOWyJEd7QQohSbgKKkpsVE+UE98WX4DyMIJAOWW\nVV243Qk5nrX9Bs/Z3Zr06n1F1wNLqdNjTClaePEbC9rG1t9seUtWxlSP7SR6Vo3m97hXzArQuqHV\nijZA+G9iXWZchluZBSlDDbR1vA6QUgEeVNrgqPF8NfZ60euL9O6E4TOegy+PbjS7bDzbVsrGda/n\nx1A6l5RptQkChVisxW3FKIYbaDzaTwBcqAt624vsMevugpEqISridPvWDY8Q0Kk+tFejdPqmfJK6\nbTKwiFUklSlMSFLiuNp0X1EFJChfbTsd72tfFb+0m7RnfPJxJ/uBkdv50rptUPKwoVhI4ER/mt/y\nR0c6gZfhtxKjVKV8sfzXHi0tS3FbXQABqPrqsAP1sMfc+2VsJctG1E9dI59KL/2YrSA9nHGIqSP0\nwqjzdT+ezTluCtwqYYtCUt0JNwq5WNldgRvuTtbBI9py82lSrZRGphX5NCtbLbaUShwA9c6zjrd0\ndzZCymlqDW6LVG46UlLYUFOlAFrAXCgePpFzfDDZm0bNx3eW4LZJzkZefSrn7NwNnFCxGk51grEF\n/LtaMSVHRQ6q1+XpWlxhS09xqA452I++NsynfpnEDyIrOOrDSgkAg8jTflvN0WUFU6t0h5aVjSKg\ng2bZ3sF6htY3P25sMCuoeS4CgkAa/n1q9CkKbMjP4UxCBOys2DCluTafIuNarEObGwUd7233Sd8X\nOqbfQN6fEmh2cbZwx4TXPnW7NwzhmxiS3GjxlNx/B8Rgq/xAQohLqgfpUQBe33x5PdNgXb4Sciox\n0r0BrK3bnWBS/UpKHVtSmNWhtzcE3IB33/rhXbJOJbCuIoq+VCGrpOqTFF+prcWfEgVGKtKlSYra\n5KUj/huC6VfvZKu/14HsHFJcLS+GlEXrIca3iaSpccv09bhUg+GdkBd1WuNyL7bHDzeAKA51Vbol\nmDV2kOB2Ky4jyrANja54x1Q1rPPJLbhFHKNGR+ATH/CWpSloSFpSBY6jYH7jVx7YHeUQ4kTlXS6V\ntlKq1z4dyquwqqw7IMdxoNPqu3qWQCAbG+1tSe3f23Z7BuNztANpiVJIHcZ/ertoNB2yKlaJUJrR\n1ZchUyCio1Fz5ZTXkS4SHXQs32QFAhJ9kpKj3ONo8pDRlw5/mlZ9tS3PC0IHoPOvtPosVFdTJqS4\nNGQTcO1J9L8xdhe+lR0t2PttgV1OJG8VkPjRbK4O7RmemQrROlXUGmULqRTKi/UfBVUSfkZqim6H\nUrbUHHEndbRSkpUBYpBKk7ixW3zbCWc9DBjn268udEWLtxvVJAzB15T9PlXUhzxMpOa8rVKtRJQr\nkyMpqVKdYR8nU3EJBAQ82AgLW0tBAIFwL+YjfNFhJcJQQYIwnv34cKeuOHAFnKfe/OdaO7X6ZVUw\n3pjFRh09AQ47LaJbKCoggLK/ItWwSFX3At9l76CtRZSiDxFXJWAkKWfDz+9N2Wc6Ns1CM7T6+PDk\nk+Kt2IG7AbW/L+x5xa+2422AEeHnP0qpLgKpSrPtRPMlAl5qSJ0WTl1QitK1VKXdzwkgjZNwVgAi\n50kD3vuI4GlNhTa8+UfzV2ZP7mY70MrkaPliIg1GQ9NhJWp6OypksoffsorcJUslYIKfMohKUpsO\nScSs2nFKCEKjmelcuHEAEkdqQ809bmIs1b7MKTJnTi2gqs0pDKAQtQupYQGgBqUokJUpITvfFyLU\nmUoMDhGpI+1Vm5SFAkZxnyArE+q2eZdElxpzjLEdmqsIR81LaQ+p+MLnw9KgBdRt5iniwvYHD21c\nWshoyY4D50tugkJxjKeP0rF+s3Ul/qVXSUsPOQG0tstswyl9CUpBuq/IupZOkcAAdjfQ21vJB0I5\nzSh1ajlIg/Ckyp5Wlzoi3FmShIUtSUSCUi3YixFu549MM2XX5KECOx08qFUhpIxLM+WtOuV+qMvp\nZDks0+tSInzDCCpQBeS5sbIFwdGk+hG5274ATaXF2QtaRAP9WR9ARV7tww2ClJMnlp8aXKblCtZh\ndUpNBeXGcUVeOICyXCACVa1JTsedr4Kfudn2hm4cSDyKpoQMOuD9tBjnEUwROkGZ6spTkPL7Tzcw\n60iMhyQtsEAAJbSCADbv3vhSjbeyC54XSY6QPU0SdmXik+7Hnn6Veo3QTM7cmQxLy/GgpT5w9Unm\n4igPVLSlaiPunfF117SWCgBbuKPRIyPSYHwNQY2U6id8lPmcx5fcVVq2SBRZtm67lx6RFQVCDeyy\nb2BKvoUNuxv64i3tVu5GAJUnmZkemvwr5VmGxiMHpFKM3ObNOhNpRAbTOW4shOy2yeQRaw9Ob2Fs\nGIs1qVhxYhQK3EcBFfchdHpnUTNKpNckS6bHli0t+JH8ZxYH0pQCbC5IAHuDY74pun2rZuUwVcAT\nFWsJ3iwkyB0zrc6J0JiZMpDelquCG7ILUeK6s63ibEuqTcFOm1tStjyNsZp/blwThYCBA1+kmdeQ\npqLPwSsqzOn1Iplp7kGI58jQozjrKbqLzaQEDax1K+k+a36DGYXvn1l27X2E00LaG0hFuMzqfzKp\nZXTimIlIm5nqEbXptoY0OPrXe4tyNxf6Um3YbYOYurjDurYQOX3/AJoRdmyk7y4Mn80pam9MMvUV\nuXmRvLEhMYuhDL8uQtpTpsQEgElW9hcmxPti9f6x9X6ZdxAIzCcz66eQr7woTvUN9BOVDMrSaNJb\nddFMhwJSFhtDcNq6GwL7KIAAIF9zbc9+cdudlwEhSisD+46/x0qpFwuSRlPStX6Y5+p8dhbsKFJb\nX4mhLTBCHFiwG53FgTbm364GetXYwKICR6fzRjb7aVSM1fGm2F1NcLLig27SozOrXFb0hxw8XccJ\nPbew39xgT9MgnCpXnRSrlSROGOn80Rk9XoIgM/LpU66UalfKpt4SCASC4rg/6kd8DG1hUJEdTV36\nkYZ17UmVDrVCzJIdECFSGnEOgLkT3PGUbi/kb3W4R7aRe+5tg87LcSnGv87nQfGgP9wQskJ+P0Gt\nS1bqFQ1vqYr1bmyHENpWIiQGEIBvYhCElQ3vsVbYpRY3ahiaQAJ118uAqbjzajDqvLT+aVa9mSg9\nRKXJgUPKNbqpQErafdCo0QKJ8qg44fMO+yVcYMRaPsKCnngntBPoPvUMDLiYSgmmv56h0iitQkz/\nAApwbBXFhoQstEjcFSr7g97YXw8V4oy5miMbSE4Ac+lI1Wz6urVlcOkymqdFaSY5kSntIcVuSBps\nVm+1wLDthgm2KUbxQJPIUAt4rVu0EJHM1bXXMpdH2UvR0vV7Mc4pQXrKc8ZfZKUnzG2+wskd8C7h\n66EvGEDyAFdLjNucCPEo1NR60JUZ2v5nmtx2GgXo8Ft0LS2qxF1EbKX2/lTwLnfAN0XXl/pLNJzy\nJj8+9TSoQXXlQBwrEeqXWSjT8/MVKXPbYpMBI8BghSlIUVWuhHLi+DxpG5OwxsrHYzzFmWdVnynp\nPAfHlSnfKu7gKT7o+Hbma+NVLMXWimR3YUf+6GSKe4uT8zKSlUoncFaQNgtSj5LgkXNiCcUtWrFi\nf3BvHzwEx27DiabLdxJwoMJH5/ir/TnM8KisuZYyjBei1CorWqRJsFvqZAsHFG9y6QSN9rnbHbi1\ncLv6q9VITEDgDy7fOhRdFQ3TA141HWW6hUECi02kuMRWFJ8QOjUqSvuXDxpHp64KRuUk3LzknOOg\n6daFUFkBltP8965I/tAKXMp3xGxMsPL8BqDTI3goUfKwhxHiqPJ5JPvsMA7NuBdSscSZNai1t9wz\nhjOs9qVZZolEaS0hsOoHlSQNjYb+++xJ/TG02ghpoC3a8KIz5k8zVFriWd4r3vl2oQqct1DT6nnX\n5CLJkOOKuhBN7NoF+Lbk8mx/WgtgNYiOw5DmetXrVBwjj+TQUNInVNamWkpDzmllrsN9ifthAghS\nirhRBBCQDROdFj0moNobcLyUJDiknkq7C/vztxfE2jBxEdutRKcoqN55NnC5qcS0jS2L7FR4vfsL\n/rg1LBczmEp1qcJGVRQYbgvMUqzTZ0hau59vX/vihDYMucBUCoe5xo3kAMzsxsx3kqkxNQQWUENm\nRc/8MG1wD/U+2JDDhKlcqi4FaJrs7rRUH6ZGyU2t16nLOU6cSyV7p8hAB+rcAAcnjHlDxAecH/Y/\nOtI1G6R2Fde5v6d0/O3Rak0yqUOBVUfLNOBElGtMfShJ1G5FwOCCd7745ZbQubJ0vW5g8c4kUJtG\n3DreApxVneQ/h2yL0oqTlfZotFNTcVrilUZtSIitV7st3KEKvwo7+hGIX+2tpbQIbcUUo4xqe/E0\ni/TJZ4QfzQUu5/k5Rg55TV5DFKh16E2sMspjuOupcWrUtxThASpSib3JIHAxsdjbGvV2u4QkhtWp\nkeWXAD1pfeXrba8cgEDIQSfXSaoK6n1aprTIazPT7XNm3GQpy2wsbg8cX++GzHs6wwC2tgnrOX53\noRO1nCMe8HpnTjkbNULOEhcCuRo8sOvaI60xC062bm9lDlOw9DuBYnbGR27sx6yIubBRTA8QmQR0\nB+XxFGNvtvSV/KqvU3pKzSoTzgimrQnQN1pHjwkjkpIt7G4/UWwx9ldvs3i90sbtzpMK+x6aUFeM\nLaGNsyPiKybqJ8JDecMvCq5dqzdYgsAvuwZJvJirCTcC4uNrgC9jttj0W222lh3dXaMKjkFAZHvG\nXnwpY6xvm8SDIGZHL61g391arl9OuDJUht0FK23roSB3SbbH7f0GNcmFjERJHrSIhSfcVAPOmqt5\nUOVMsyqjQa4xKhSwUPR90qbUWySHG1XAIO2tB32N+QE7N2Lh8MvtFCxJnUGOR+hpi7aJba3rLmJO\nWXHz+4rmfOFQkCqR0SPAV8kz8oFIFioJvufU7gHHl7uHfrUjiZrcwQ0gHlQSJM/+Svt7XSQpO2xu\ncB7si5SsVa+6k2i2zqIPxpiyp8rLypJEoq8VAbEe6gEqIV5gR38oNrd8K71K03J3fnTGyfT+mbx8\ncqXMzS0t1uoK8NpsSW1hISmyTqNxybAXv9sM7clxpBnQ1NSQgkCq2XVBKmm3NkJ3XY20je+/bBaj\nnSe4QhS5VTNGWqDl1Ko+tMeQ7cpWrcaeCR3AJNjilRxOAcqWLbHijQ049K83NZLr1LVMW63DmyWR\nK0//AEknUbWuQQbEbdvvelClfrA43qnSmJA/QlJ4n4U2dWc8q/HoATGchIaUlMdxQ1LUguC6iRc3\nAHbnVbfjGnv0ufqAVCMvrS5tSBbwDOfDLhTzlHIdKhVJFQjU1delawXZlTe8UAX3KEkaU2/rccYf\n/pEBO8x4lnnw8qXuXq5KCMCRwHHudaXUZnTnn4mpnzrjcKnZUj/lsvK0jxQbKsTbbUo7eiMJcH6m\n9SvUInTpkPjTKDbbPIR7y/z5V3N0b+IGfWemLL+VIUeruRW0iTl959Co8lpKiNSNVtF99JTuk7Ap\n7i7Ut7Vp6HiUhXECRNdtLp3dwBNbX036qUmhQ3lSmqtQzLi3XTZGl+G45zu2UE3tcXSQD6EjC1DR\neUVW6gojrn96ZIcQ0jCsQPUVT6bS8oT8zvOz26zUnkEKaaj05etpW+y3G0EX0mwKrA9z2wbdKW22\nlKxhPHOZz5cudB2jaCtSwJ8qh6rdTMu5fbkU+mZd/wAe6kfKpluOgquSF+Im4CdiBtsQO2L7exU4\nccCOMRXz900kYcweFLVXprUCiSazmbMNPkswWVIEeFK+Wp4P/wBIWu46oGwuVji1gMWqQFLDCDhK\ntOfoP4ocIIQXDmB6Vi+dPiPbrWa4QyxAanLghIENLCVRgsABK1AixIte6r72txg0bF3Lat+5Ccuh\nPShVbQBWCgZ/CvFT6JZn6rZgdqmZ67SaQt/81bXiOynkI2JOq4HuSo/0xlXf9R7CzluwZK4ykiM+\n/wDFXnYzj/ifV8aII+HWhU2iSPwifWKoW1BUioJIZiNp2FkqSClRuRsFKPO2xItsfbLa146HXG0t\npjIQZnz+1WK2Qw03hknrVFjoHTJ05torcfZS6RJkpJLTCCLk61EAkbcX4wdde1j7fgUsAngBn8J+\nNUo2awc8zT7lai5M6ewHUU4s1R154ay0yEjSLX1LVckeoG33wteuru6UN6qB3j4UWgMNiGkz8aCZ\nw6htVasLchtTm1RVJUVq2QkCwSkKKtOn0FsWW1hbGU3SkmeX8iaouHnyQplBy50yZY6lV3MFOcdn\nVWNFhoWY4Zl1CQBrBsR4TQFh+oGFe0bu3t3N1btlXHICI7n7Vfbl1SZfVB5SfpX6RmvL9DWpiZUa\nQi6jqDMPyjcGyVvKUBuBvpJsLe+Frq9pvJxtWyo/7KA+Aqxu5t0nCSJ6D70OzpR69mx1xxuJGepD\nraSl2WykKWggkec725NxYbDYWGGWx1FlveXRwr5JP56V9dhx6EoT4etZY30hgUKpfi0+HEC1OLMa\nPFDrll3OnTcb9rXvt6Y2adtPvJLNuo5jMmNKQqsEMkOPeQ+1bR01Q2lqMIMP5NDfnekrShSkLNif\nLY32uCb7C5xmNpb3OFYl6AU2tCkAYEQOdMGZocB3xGGn2qpLlLS4XF3UhKj/ADqF/KB/CLW22wjT\nsy4XLl26QBwGXpRS7hA8LYknj96qpzTAyjPfEuj1J+UWkutuJSGYZQkea6z5W0psCSrTzycWWezC\npslTkJnSfF3PEk9DUC9BwlJn4UyQ8x5Vj5aiVRCqXGVOQl35ltxooWTuQhf1KH+tuMHot3CstoBM\nd586sW80lIUogUkdWJVHzxl5xiQ5OepYUCAyVtpUE3JACiAsewG9hzg63bfaWMMTyOfrFBO3G8AC\nNO33pYoWVIbVIdixqaURNSTGjuILSwLE6nSRZQKtwEgehI5JO8cCyt5QmNdfQcKpUygiBP5zNW6l\nU6tTae3FDsaAAdBUVha1f8qBcevJNhbEg0HCVpSVfL1NcLyWhgkD86VXT1GgJ8dp12bONObSZemy\nEJVexU7bi52A/wBMWo2W4SCrCkq05+VUO3oOkkDyFDzUsyZ+pRRFgzk01+Q44haUFDYTc3SFCwNk\n7XN98HG0s7ZcuKGIDv51UTcPJGFJAoVOyhX6NMapVLitQVykp1KjuqdkL58ilkXGw7H9fTpcs1De\nPKJjSdPIV8ll1JhAHWvcTI2XssxvGr1QhrqbaSUlS1LANtkkgE3B7Cx9sVr2hcOnBaoITV36dKRL\npzqnIqeaOpgabTImIpzKSUlSm4URLfCdKfKVA2/i3+2IBhhglagCrzJqKg4uEqVl0yFLrUquwJbt\nKhvxxrOiQ+0tLrujVxdI0pTf1N/0xNbLav3nRlyz/wAmh1OLB3bWXXjVytldMLKRLamy9JT5FF4t\nq+wue3viVo2pwEqTgT1ymq7lKhASZNLlVmVCltrfMxbEl1P5qxYPKbKr6UgG6U/a3bY4aMWrDgAi\nQNOU/Whw7ugedXW+nuZs05MacSt2n08r8NgPBSlLKuXPDvdXGxVzYWsN8Dm+smXygEFUZnKB0n6C\np/pX3UY3hCeVQ0Xo7SKPWCtppqq1hA2fmODSpfF7E2SATuf2vgW82qoInQUWyha/228hTZnLOfT7\nIEmMznPqLBiw2wh5UJu7jriiOEtNg7e53ttfGf8A19yWybZn9w5TyHnThjZSVrhS/CM/OsMzt/aA\nZNyKayjJmXZNSqU54pcrLygyy+ngKDYGoWSBpFwBvi9NjdOhKrpXgHD+aNFm0mQg+L84UjL/ALQj\nOtDy42mj06g01D6lBo/LqddFgLqJWskkH1wdc7DBUFOkkkDLpy0rjDbSRCeHGsKzhUKp1DzU5Xq1\nUpNTrtXdK3n5CitSyBYEn0AFh2GwHGHFlshDVuVgQE6DrVq7hWPDqKhdktSVrP5jzzaLC/LigLW9\nk33xNTSluJLqpI1qSZSMhANfs1wTCkIprd7xkanj3W4oAqUf6AewxZtFwpbAHH5VXbEGXFcdKqUZ\nlUJ5x0p1EfkIKF20qUD3F97dvc4TITGR0ooqBOVWImXZKqmhASpTr5KRpTpCDa4Pmt/tg4lKllyc\nhpUUkARVupdOapCjqLrJaQnSrSFpWqxHlOx5seO1998TdWk24S2ddaiFjFnV+dkye3leEt0J8N8B\nQV4qSANtjvsQABbHzmEthtHDWqWz+4Vmi+Q4reWc8Qpq/kJbbZWQkkK8FOlQ1HbTqHNzcA74oNss\ntlKiBPWpqeykAzXX/U3LcusUXI7qqlT3E/3VgBDniDS6NKjqTqF9JJNr48qfKd+7l/Ua0rYhtA6C\nuwc7NVt7prT6bl5+mJkLjhL6ZyVjxUhKbFKgCLkj0N7Y5a/o1Ei7Co4YY+tD3rL60YWSOs1hlByd\nnCj5nXLdehz9R5flKfZjquQEthIBJNr7b2+2NR+s2IlrdMhQX0AmOZOcCsuG7tt3IJPnIFDuqdXz\nllxbaMxZfpc1hTiiw+zCQ8EIudIAAK07X+rf2GNDsi1s3Z/SXSgcpBMZ/L0oHabt6mN6yD1gGlCm\nZ4grnoQ5QaaVOLvpeKo7ijfYJSUjttYX9cN17NvCk7p8nsqfpSr9fgjeMj0itMyu9S+pFTcjRaP+\nGyYrAUmz+jSAR2sSbHcHkW+2M1tJi6tUjfqxAniOf0pjbXLN2o4E4SBWhLq3z9KREqjK25ACFeIC\nShSt7XI3B777G+PPTs64tLk3FiZTy4xy6/OmaoKYcFKr3Tk0jMxqFMdlMOFQ8SO2dpCVEAaB2uSL\n/wAPsDje2ntCm9tS04AFAanh3+9I3dnlDgW3p0rPOqvTSKIz1SjxmlISSmSks6VAi+oOp4uN9xYj\n1ONBsnbq94La4VhUdM8jywn6adKFeswQVpEga/YisYq+SpECM+6xKQIspQCGSSoKCjYAK4P62+2N\nh+vaUf3U+JPHQ0ChhxByOR4Vyz1VpTtLz9WGZDK4jkeesONlNvDCjtxt6ffHlC3JdJ1kn51vyiGE\ndAKWGV2iP3VuTa3sMWpTKgaTXjxEpTxqdEoqQ1HSFar6RbkqUrb/AGwG62Ma1mmVuo7plPWr1djt\nQ1rU80hx9ZQpJUSFJCT5gBe1j3v/AEwDs9xShKdKb36i2QRrVCkBymNTZKHfAW22gNlG+zhKCPby\nnvhgsyQPzKlCpJzozlluRmeowaZER4jzqCDrVshNyoqJ7AAXOIPuBCS4aFDB1IpjkqjVfNTrDKUp\niM11LbSGwAktJBSLJ/Qb+hHrgeyJbdbW5nkCfUGjrxcMLCecD0ps641J5zrE1GfZaj/hAYSWHdm2\niLOG5TuQbj9MaS4vf1VwJOQAH3pUbYMWgVGZVMVq+cOsNUy7k2XOjyY1LepzaXUpjQ0rTf8AhSSq\n97kjY7DnGovrK1QwVlalEjj/ABFLrB5xx4ISgAT3+dZr8LvgZgTXMw1hlM2oz5AdDjsgBwklZ1JQ\nR5t978DYdxhLsVa0PFpkZgDhl5mne2kAoSVmAJ/BXQPS3q6z02q4mwEvOVsEokLWHHm/CvcC59gn\nykDtjQ3Frc3UofCYGmmXwpA280zCmyTOtNudvisfzNVolQcbbpzdOAQ+8ylby1X3ISDsknba/wB+\nBhYnZH6dKty3JPpRX6lt0+NWEUWoXxh1mnPMu0OsVNz5iyVhltOtziySQCB+t7Di3OIL2YtSQp9K\nUDv9/tUk3aGydyoqNE6x8Qmec5Pp+YjrnLb1Fl+UolMUE2UUoTpCt+Ln2GKki3tElSl4U8TOvnXH\nXnXzGpoez8Peac9sfPZmrRpURSUqeceShClI50JQBcC3N+/JNsZG89ttmtuhGzmi6rP3c/Of4oxu\nwfUk79cCtLytk/KnTCloixG01V5G4S0B4YuRyRa5/wBu2M5d7R23tQzO5QefvH88u9Gs21uz7oxG\njmaK3T36SpmeumRmJCVNeBdOp5CrApKEgmwG53TxhHa7LCLkLYQt1aTMnSR8PnTFTrYTCzQZzMKa\nimLBam1Vqkw2fBaCWEOB5fASkLJDTaQNtibkbY21uy+poqvEpzzyJy45niTx4ClSlBS8KCcvjy7V\nWzcxScuUu/4Y9MltM61LnPLmrjotbX4Z8gF+xB3OLLe5tlOBCIgmPCAATy5k11xhSEyYB6maX+ns\nGvTI63qbk5MtC31SvnV0xJuTe9ghBQtKSoCxA02A7Ww0uGWdHFBJHDF/mh2HHdU+IdE/gp9gZQVW\n6NKm5krsWhxi23Zl4pbS5pSbLLLdhtcgaiBufU4VOJwvAMgHnH3NMGlYmzvSek/YVm9YrmSGagEQ\nqsurx21aVMNKSHyBsSA2ooaFwVDUrVb1Jvg9xnaCklFokJUeJ0Hmcz5caAe3ATvHlE8hxPkNPOrV\nDq7VbmeFRqHSWZMJGtRdLbiwDqsNbguD5bnSL2+4uivtjuM+LaN2pRPAeEA+Xw+VTtXi5my2Ep5n\nP4VeeckVqtyKbmfNUejgJS8pmBFVId8pKgElRFlEXO/lsRsOMWWGz2GU763bUs5iVKJ7/mtEOPDF\nhUuPKrLz+WINDm1Vpurz4DMhGiZOC9biAkHZJCfqJ4SgjsPXBZTtFTgbQABwA0jmf5NVObiCogk8\nz9Kkh0N6tU78QjwXChhHgojSX1NaLG9rnyAHfa3cD1OJb15A3ZXnzTEff41DcpWmVDyoBnP4koHR\neBFn1OdDedLbrMSh04eKua8k2V5+AEny6rWG43O2J7N2Qu6WWm1FRmSTw+9dUsoGJQgCsL6o9ZM/\ndWgy/XY78Sj1NC24NBhoSlpVgLuPFR1uWuLEjTv2vbG42dsqwtVwhQK05lR+kZD50vfuXXEwkQk0\nwZMyTJyHWoOZc6V9iEiAkrgU7xtcholCtSvBQChJNuN1En9qrm4FyksWSCqTmrhqMpOdUsthr/kg\nfOnCP1hqeZcvvVZtXytKJLbdRqj/AIUoIBt5GyVEm+1uTftgByxaQ5uVklX9qRl5nKrlPrUmU+po\n8jrbGo1KiQ48sVyZIGh1EWKVPPA7fWu9h/7bgdxipGxVKVvFjdpHM6UIraiUjdJ8ajyq/Tc51Gjp\nSmfTaRl+F4QUFtIbdmOA3PmccuUK+3/QY47+lcOJC1LV1kJ8gNRVzS3kiFJCR0GfrXvL3xDUOkKf\nNAjZSgqedIMqdUGkuLcSL6hqVq9SbC18D3LDeX6halRwSCY9BR7JuFCWW46mpGs/VjOFSdkVSuZf\nq0XSQ2zAqCVrcV2Ox2G543xwXFgAEsoUDzIqhxF2Die05CpKfEzlmYIjUswKHBjK8MSVy9KRfa6b\nm6lWPNjzgne7ObSHDK1HhHHryqhsXbkgQkd6kzNBy7kGnttAtVupBdvGeCSy2LeYhtIuTt/Ftfe5\nwAi6feKgynCPzifpV60stZrViP5wrMalmWZUq+v8azJEpTFTIU3ED4aWtFrIFh5ki17abDjnDpS2\n0tf+K2VqHGJE99DQKWXnFy4qE0Fzb1kpdJhfhkN2FTorlg48+5pQLc+QXP684+tLJwHfvklXAAZ1\nFwrV+2yMuZ0qhUfibyHlegmFTpFcqEl7eQ+yEhu/BSkkAAW4tf8A1xJWy9ovOB25woSNAT9BNGoY\naSnCCSTQLJ3xV0nIsj5um5RkVnMCEBDblRlI+WiuEA3DKEkkgcFSr2I2GJ7Qs13CN3cXISidEpMk\ndSTRFhbs2xxtt4l9YjyFZ71a+KXNNSDqqjVg7LU98wYkZYQIqzYBBCdwQD9JPl++CrDZVohISwiZ\n0JGvXt86+Wlxaipw+QrMc3da6tlxxSnPl5MuXHSG1mQtS21q3LmyhuOAki3JIO2O7RDrQIQqBMRh\nGccstOtGWts0r3k8JpYdmwf7vLmVA/iUyWVFYWqyEHVYKJ5VvbSB/Kon0xTagKXuF6ak/GBRS0ED\nEnyFQUOqIfpaoqykNI3sUCynLHf10pSSbcXOGD102+8lITCU/GhQ0ttJM5mqpEqrhsx948RJitrU\nSUBRGpVvQC/9Se+LBBcU45oPwVclACQkUQoVKdqbzibOzXW2QygRkg6E23uo7Jub782++1Ttyp6G\nmEknl1roSlHiXlWj5J+HGTKyxFqNSn5ao0UKUplUoqcdWb73A+oDsf64DcTcF8tBslehA4VUu8Zw\nzOVMSehMZxxU38cqlTS4kJ8WIw1HLw7G6yVW+9sTc2c8ThfWEnlmY9KpG0W0jwJqSZ0yyxSIYbXT\n84VCe4g+HHiT0htvawKnPD3Ow2SLC3PfEWthqWfE8AnmRn5CfnXytqf2pzr3SOlmVaJQH5VVg1eR\nUXzZiKiY46lkcWUoC61m/AG3qMdXslKnAm3X4RqSRn5cB+RUP9wWR4k1QHTaiMSmRKhVKAiQSWI7\nDvjSAL/UvkDg+Xc+uLTskKB3K9NVHJPYcT3qAvTPiHpVPqBlDItIQiOg16pVK4vGIShKSeASP4j7\nXx9a7Hfe8RgJ5zUzekZJ1qnTemsCnMrkVWlN0mnKaUUtlkKedNtkkrJsL8kC/oBg1dlb+5bp3iuP\n9vwqCbl0qlSoFdcdQMnQ6xlrIjlLaEWAjKsFDLT6NTiE+c2UQLX3x4m8opuXguZxq93TXhW8aALS\nDnoK696gJaTlumIcDbERSEh0BBulPIRqvsCbXPthY0FHwjWoXbeJPi0Gtc/Zo+IBum1ARGWQiK0C\nGlu08rU25qO+gKAtp7je5Nsba39k1tIxLBxHWFDTvrM+VZNXtGwDgbHhHGOP2+NZhnTPlUzPPcbN\ndgvLKhZf4UY61AC+1zcjf7412zrGxbHiSpJ5FU/xSa8vrlw+FSSOgihj02RUx4DtXhllsWA8Fwov\nbta49ef3wQWbdtWNrFPcf5qCXXFJwLIinrprXKRVFFMpLseoQQLTGyUsr38t0jdN+OCNu2FG0/1J\nzUrEk8DrU2EtDNORp8iZrZrLhbizobs0JDi4pcQHCgbakEbLSd9/v9sJF2CkDeFJA0mOPWik3CVe\nAnPlXg1R9ba0uPLU0g6nG0gtvwxsQ4CO17b8G9lDAdxbtr8SRC+CtQehFSQlxJxIMjiOXWqcduDm\nta1fiC4pZa/47bSVNqUONSNtAt3AIHsNsXJe3TYbdRJPA5f/AJP0yNVpbQ+5OLCeYzB78RSBnnpm\n3kx35thyOWvHCwpsAtpXfnQr6f8Avf7aFG3N+3u1AyBx1jvxqpWyltrnECPrXEHxaTGcw9WqvUWX\nI7rMyx8SP/w3FI8hV73IJPvfGdB8U8JrRo/4VNnUVliAmM21qOor1JII7gm377YOSeFZ24RiVjFe\nqC8DmFhS0haG3Asg7C43/wBcCPJJaUBqcqcIKQ43Ogzonm2qxKxPiqjtKZCfFQUqVqKvNdKibd7n\n9sUWNsWUKSTNWXl0X1IXpQdx9xNJWyg6UvKSpwEbqCVXAB5tfBAQMWLlVJV4hRPLZSyVvqVYsI5O\n4KieP9dsUXJkBvnRdt4cTp4fOnhdO/C3mVnUhx2WiUsFdwpZQo3vx3224POAGnypw9BFV7RaCLYE\ncTNeMw58Z6jdU8wSFpMaPUJBOlO4T4YA2JPqm/OG7aFwlSjJ40A8rCwnKMgabusPUoU3prJgxZap\naaqGWlF6OUXShWo6D3sdIv6E42m2HlLQyFaDP4fzQWwmodWs60M6SV+LlXNlHZUW10+Q4IzltwAo\nDSq/sr/fGHs9qutPqUTGefaa0t/ZodaCgOGXeutI/Tilv63whLyrAqWElIuQBuO9jf8A7Y2Cdp3C\nEwlcGskpptZnDIpjy/RaHT2Yzv4TTnJLCtS9UdT2jbbykkX25tYYGW7fuDxOKjjnHyq5KrZGiBPa\naeqHW6e7SktJpYSkBIbjtx0tpKxtqOmxJ3PlB784VqtnVu7xSwIOpMwOWdELu0BvAlHDlE+lM+Xq\nhGpkdmVPZswxdZfjR0pcZJ2KAPpBHBUAVdsZvamyDevDMqA4YvCes5elGMXDTTY3mvaD6CpIWc6X\nmPNaIkCDEeespxEupSiFJIBvsu6Qnc9r3sR6YK/2562YCU+FPJI+1Raubdx0lIz5mreYWKRUXFMz\natJqC/DQoRqcFIjMqO31K5Krc7nYnFLSi2rCE5nnrRq0hacU5UsZgp2VqDPbStmXa5KmmltOqbNt\niVqVv3uNN98M/wDznE4hp1yoIqs0HCcz0zqu7mlEiIpuBT0ouqwcU8uyE7aeQBe9rAcd74oNipWV\n2ueg/iu75IEspPc0v1DqKt+GqMsSJrPiDxSp5LbQv3UbjVvuOT3wYxslCF71CAg84k+XL4VQXQRB\nOLzypZkfFFmCm0+RThIVAgslPhRmn1KSlF+5Pa3F7ccYbW/s+2uFucekfCqndq4JSgaUq5izcnOV\nSS5UpUmooWbpaSpQaWrjdFwk2HrfDpjZqGhDKc+Ziljt8tRONWXIU1ZIhw0rRIZiqLjZFmQhJU4T\n/lGwT+m+E+0n7j/jJAHMGjbVpn31Cac8h9EXIVZnZhrlRcSm7i2WFLDSY6VCxBGwTYDk34v6YT3u\n0Q60m3aQOE8STRrSMJK1H7VQnfFXS8j0uRSMpU+j1OsLLjIlstq1osLg+IoEKt/ObJ22B5wYxsC5\ndWF3UoRkc/oOHaJqk3jTSSBE9PvUEj4hqHS6KK7U6a+uqJZSt5csB9pl47rQwkWCiVFRF7Abknm5\n6diuk7pKvDyGUjrQadptrUd2M+Z0pY6b9fc2fEvntUNmgOU/KqUKW54iihVRUm2lDygL+GQPoRpv\nsCq1wZX+zrexZC1K8XDp1A59T6Veh9SlQnM0py65mD4m89yZNEyWmRUYz/yz9UUoIbjR21kFpKyA\nhKQSvi5urknbF9qm32ewVLcwg8NSctef0r51tTqglRk/Cr2evh1rGT8zxpMOo0+pV+USXvEdvKaK\ndxZbhsloC3YXI2PGJbP2ja3AViSQkdMj5Dj61G5LyEhMigGZenycsxWZNXrNNkXQpT65DqtDKyLK\nQCTdY3vsD9sN2rxJmElI4DKSPpS5LeMwjxGk+q/EZQKQ+YdMZkVl5BsFoQGkq2AtdV1AH2Cb7YHU\n4QqWxn6/AfWmLezHXBD6oHKgU74ns3z4yo9IEXL7ChpWmmxv8Q6NwdTguo//AJDHWthOXJ3j5mP7\nj8kijUs27Awtj4fWq2Xsm1zN8b8Sr1afhU1xZs9OlaVSbXuEJv5jzudhiTgat1bpoSroNKsSs8oF\nDZ1SoMCU7FpmW1SHy2psyJkpTgWd/OEpOkbcW72++BnFXAMFRqwFJGImg0iFNefC2IsNhQ9HV67X\nuLEW+2IrQ4dc66H0c6Yun/W3NXSaa24zOmyI7ak640oqdZdAIJG/09xt64qXZNuCCInlQ7pbUZpv\n6ofF1XviCrbbEmVFynBbT4SIUNCkIe9SXFG5NrWBIHpg7YzdrYJIcbxqJyJOXpQl40pfjRoOVCZP\nTiAtDKm3pLzigh1x918OEj+Hjj2HOHI2w66DOEDkBEfnOg1pwxANTTsu06mNJU8whS2wFBx261Ad\nyb/6WwCp9Z8INdStRzpXzZ1AhwlrWmPFAigNttIb824sFL/mUom9jsOPTCx1aEJOLPift2pi22pw\niMqynM2aHa/UVJcbMaIpw3ZTcJUvglV7knYfbCtDuNc8Kb7sITI1r21IYddfnuNqMaGgJbb1k/Mv\nHgnvYDcg9reuNjbXKlpxryAHoPzSlS2AnwIzJoVGoLlcrYM2QltyQC4XDddk2vayASCdhxsTjOXl\n7LmI5kZDp27fOmrTMJgaVaqmT6pMcS4qKWkHcICNBSOEg3twOBud798DNKwzBzqa11YjZecouXnZ\nshKWHXF+Gz4oKVkkebykX+xwewtpk4lZ5cKGUCtQTRnKnTR+uTULkMpiplD5hERkeGopPC1J/wDT\nQe211dhbfBVls5dwhV5cHC2DrzPIcz8KGu79Dat01mr5VpcbLDWVI/hR4jMiQuyG2G02aSbcr/mI\n9z+uH1i8gDdNfto1J1V686SPuKV4leI0RYaiZeYdmVl81CougeG1qsk9tIH8v7D2OC0vruFhmxSE\nIHH6nrQ0QJWZNW6VWZkFhNTq76WgLKixEp8ovsk6eT2tf2wBchpw/p7JM/3KPHz0q1GIDG56VYdq\nsmoNpfisvuMLcDS3Vp/L8Q76bD61c7cDa/OFjbDaJU+qOQGp+w+fAUXBIlNUajWpNdmfhFIb+ZkL\nSEyJOxQ0nvYjgD1FgSMM2tmoab/WXZwJ4J4nv3qBeM4UZmoq1WKlXpiaZQLqfASxJqFid0ixOo7k\n7c8dh64BbQ0kF6401CfzhU1EkwKny3FZyepUOllM+qNr/NmLQFIQ7yq6t+ONjziL6VOAOXBwp4J6\nV1Cs8Kc6lpVEp1bzmhNbqUmrVeQux8JtIRHTyopSohNgfWwB3xK4uVotZaSEIAy6n51eyyFOAGux\nqdEg5myRleVTkqRA/CWm46ZD+hxKEqWkA8X45tvjwi5/buHUXB8WIz5516JbKSWUlGkVvHUWpNUy\nAQWXpERLarJSgKLlhcJtfckbAf8AXAyGsSsKTGY1/OFVrcKRJFcd5oXIrdQ1U6hJhzHZC/yIshS0\ntAq2C2lpISq38ptccY9dtS7bgbx3GgAe8B5wRw7jzrz25ZafPgbwqJOh+h+lJ9BoMDOFYSY02C1P\nce8JyOXvlXge5AJCSRxtuNtsM7p0MpK3WDETI8Q84z+lKbeyKlgNO5zpofjT0z0yRQnXW4lSbcWt\nnQIs51DiEuabJ/MSfqJHB4J9sJ/1aFpScGU6iZ15EfgpsppSCpJOccYjTmKRxJZlZncXHmmhVNvy\nOxlm8Z5QNja/F/8A8T6DnDoNlDcKTjQePEUrnErWD8KbqDUaTmKQWnfBo2Z2LIZkeN4SXF3v9ZB1\nAgfQrfixthTcJuGU4mvG0dRE/wCD1FXtbp04XfCvgdP8itCoPUl+hV35SXJgQa2G0MrvYtSUk30k\nkHTcgf5QRzvhG5sxm6RjROH4j7xzpi3eP2qikkE+oNLHWXPkXLjiZSoj0FyWsIDcVAsVCxKj203O\n3bbDfZexVuI3SyFJGcn6cZpRf3qd5vEjCTyHzpAzN1bi1amoXJfmLK0BK7pTqAHZWmwJHvf74ORs\nFaFwgDKuJ2iQmSda5W+I2DELCnKapb0SnPusALb8NYQ6vxkKI5tdTid7/SMZa6sHWbhaXRE5jOa1\nFreIWQpJmRWRVR78tKdCUoW4HW1XN09rfvb9sQQZPaqrlpKFYedeKapLhlOOBSSEFSAmw3ttf98c\nUdAKgSUiTyr1GC3WHpBKSllxDYBO/BP68H+mPpElNWhMJSTR7NzESTRKGuI2lt5QcaeQn6ibpUg2\nHsogfY/qFaLViWF6CirhsJIKeNXlUpig5Vnx3I7oqCnWN1i3gAai4DvzfQkD2OB0OKcuAoHwgH6V\nfcJ3VsEnUmjElcsZDhKeI+XQtKr6hqLhSrRcX40BX7DAqsP6hYGp+X+aruwTaoB50pdPHC7mDxXN\nTgVJUFgLCSdRN+PvjRLjIHlQW0kw2I5U0dZ63KnQ8tRn6mioNIbBQwmw+V4HhnbnYftjR7QX/wCM\n12obYyBicUBE/GhtNUJ1JlI1Bow0CQhRVbcHcf1/rjCXKML6Vj+rI1obZ0qYWg6pzHrXbXwz/FQz\nnrIMCmTWKUazAbJLjrCdT7baQAs7hNxbe4998X2LrTasDyyCMhmYNB3qHYCmEgpPTStKpGcqjSq8\nXEttPqR/w2ZkNLjQvc30bJPqL3H3GNMtlhxvCTkeRpAVvNrJ1I50RoTKKhX2HZ0ttxbepSW1vi4v\nvZI/gA7BI23xB0ttpwtCogOLOJw0crFZYX4bbLDkxSkkhtpNkoG5A39SDv8ArgYBQGWVTETNCZD6\nIA+Zlo+TbUApSCrSB7XI/wC5xe2kqGFZmh1uQrE2mKSs25umw2ZMppcKLDCSpyXKKg0hVzYAA3Wq\n1rJ3Jw2s7RgQkJ8XIZk+fChH3HVElZ+wrK6rmGZWKsH23qjKWsXDjq0wmEeoCPMf05w5RYto/wCT\n01qgXCz7nlTdSs3TkUtMemtJ1LJLoWpTqQLW2NrD9cCPWduF41jtlVgunSMIM15bpmYi0pRjNOhZ\nHmLgRp29BuRiZdtUZBUdhrUAl9eeGRSxlrqVWK/X3G6Vl16sOo1KUhNPWEPC3GpQubni2+O3aLdK\nfG4UzxkZUbaW7xUCUjtTouo1tpyJIl0qmxFtrCXIxeUlccavMfp7C/O59cKWUIVKUOKPXgfjRlyk\nD3gO1OFN620agx0objwIzxBDq/mAvUCqwV3J7E/c7G2BXNiuOElSieQihxd4I8NAep+dFZ8bYbqN\ncdiw1IV4cTxSW5Cr/UG0m542vbte2Gmy7Jq28TaQVDidR5n6ULcXTjvhUYFKFMqQy6y6zT4in7oA\nDrrZG3JIQnc2F9jzf9cMnAFqCnFSeVBSk5ATVhcukOMMyMwTXKhIYUFRoQRoAO/A+lKbWvsq598R\nWpyYtkx1/NatSREE+lMMXN+ZIEqNVq9VqFkDKcCSJTMOntluVVNCroA1edfYW2Tfew5Cd2zaXLTc\nuuHKTomfgKbNOwnwpwism6a/EHP6f5Xr9JplRRQon4zLC6s43rkrDjhWlDfNlBJGyUqN99ucEJ2f\nbziufERACeGXxolzGpSS2OGtZnP6g1GoZhC6TJnh90qC6lNdAdev9RFybbemo/bjGhZaU4kbpEAe\nSRUFMtR/5BnpXtzJrNZaVIqNWkKbQohxTyzd3YEBA5USdrbepOKHWhMLG86JyHmeAq9L4SIbhIqk\nKdGZjJ0NmNHIK2bt7u22vb79z+l8U/q1IVgaAA4hH1OpqlRUo4ln1ohlltTbgchMNrcbUFrfmbMN\nEbi4N0kEA+Ug33sDhqtpWEIdVhJ/pTmojqeFRS6rWJjnp/NFKgqDVpuubUJlRmuaQqybMhI/9NCb\njiwtew9r4DU1uElSUgJHXj/2Vx6xNWplxWZn5VXqlRSErjU+kNsOBOrW9Gbu2i1t99RPH1HbACLM\nqWXnlSnmDkfzpRgUEjCfSleVTn/l/GmVP5dw2KUA2H9O3pb09MXqc8UMIkVyWwMxVRNWWlaYzVTb\ncStBX/ifpVYfSL79sQdWoZqR6V8htK9BFDqjLu6GJSFt7cIs4D3BSe474DWtC5FdDZQZozk3qg5l\nUriPIelx0pu34dlDXbYg8dxfsL/pigXCJwxmKrftCoYk5c6MKza/mGShVOiPuRHF6GpEhwNpWvuo\n3Pr6mw7nnFjrziQMSczVbdqj+4Uv1OlyYqfm1GK4+fEbbaS6HVskixdWLWN9RCd+QTwBcC5Knf2k\npIGUnnR7CUt+OZqrknLeW6Stc3M0iU5HbaCWYUJJDqib2AUbAGw3ub798cNvcHClgZnz+FdUsScW\nlW6NkI52ecDUJyFStSnmWlG7yh3WdI4tbjbb9cPlWTxbh9QSOP5z6UvF0hCiWxiNNMbLMDI8ZSWV\nx4qgm5Xchwj0JG4+2+L7PZKXCMCSRzqld8o6nOlLOdBp1UqLHzTMgNugFlLSNDz9yLkBVyB6KPPa\n/GHp9nbN1spQPENTMgd/sKrTtJ1BknKjOSKHTqe8lcemisTI4AaEl1TseDvyq9wtQPb6RbvgI+z9\nqzBdVCfiew4fPtVbm03VyBrTA84ihvSojD7sp8n5isVNIKlLWd/Cbtys8X4SOMNQjfpQ+8ISMmm9\nP/srpxpSs4CUp7qP0FEssRHKhO0vLQy9pDimQq4ht+ivU+p98KL1sIT4Mxnn/cenTlVzRk+LLpyq\n3JgwmmRV5WuW21q+WR2lKuE8chGx/QH1xQN4gG3GUxNWJAUcRoJAoM7PGZXZk9YszcDwxs2L/UPe\n2wwdcXjTFv8ApLTjqriakhole8c4cKOZqpMtyjxIlNHh08a0hdydCE28RZPqTe55ITbYbYA2ZcsI\nuVvP+JQAiefADhA+GtFPBakJAyFeaPS1QIzaH1rjsPAvIihQQ4+Ln8x0j6U+gOwvYDBN++t0qHL3\nlcB/1TzPPieOVVITnRio1pCqcuJE8OGhafMpP1HsST3GETaSFYiJq86QKFNw24+T5EeACmQ7qDLq\njpCiT2HN7d8WLaWq7Crg5DUAT6n6eldbKUp8NT9Fem7aqk/JqDzqaUypLlQeSEmZJQn6w2TshsAm\n6lGx2Jvtju27wYAlABcPug+6nlPM9OFGWrZUZVknjzNdeVeaiDSaEmiNwI1IXSmFxG3VF8pbINrL\nTsr7jvfHiD4uRcOhQxKxGTEZ8cq39vj3Sd17sZVrXVypxmcisVGfKbjFh5p1Hiq/KU9YBAVa9xc+\nnIv2xZs9px1/dNiSqdNY40BeqQhvGs6fPhXIvxAdd2qn1HKWW2jCiR0hTbLdltv3uol3lSSnTawH\nPrfHqns7sJTTB8cknQ6R24GsHtfawW5BTkPn3rLK1nOmVhTpksxJLgJVfSUOW5+r1++NQ0y83kDF\nIVutOZETX6g5hNPX/wDL58qIh2y0oeJcbCbcXTc/0OOuwsS6ie2tdQMPhQrXnWlZXkmqU4DMcGBO\npCgHEyFOJDjae2l24KfsQRtjN3OFKsVqspVy+40po0SE4XUgj80OtEc79FPxfJzj2X3nJshpRWpq\nTYOtNEXCLi4UkW553/TFTG1Vtvw9kCMiNCRz5H4VF5lpxvwT1B1A6c4pVyDnRebJoy9VI0hVRZT4\nUFWgfNMFPKFE7LbO/fa/PbBTwDR37fhB1HAzxHX51QE4hgJnkeI/ijier6st1R6i1CGupmEspbWV\nBPhDugajcpB/0wYvZJfbS60vDPfOgk34acKFJmO1Eq3muiGlKU7lOS+lWxkMOMyWyOwKUi499wRh\naixvErhL47EKB9aYKu7UpzbPwIrnP4wssGBTafV4cAQKdWIeh9gN6dK0KJbUpRO53tYAWBAxnNpr\ncNwcapKTrWh2chG4AAziuakMl6O2hKdQQVKFyBYAAn78J29sDTCjFEuo3rYVxFXG44kwHlJDQU7I\n02Ch4iQBq4/lJ7+1sQUYI7UBMk4qp04h+mLY8+tyWlwBKb3GlSf3uRt3/TFk+Ken2ohwEoy50w0p\nxKqRSwtrW9HnsrQU3KtIV5kge+x/TC8iFrAOoNHEy2g1dzS65X69VZ5cT4ZlkhKlXUfEUpQPuNrH\n7jELFIbbSkfkV3aZJMHhU+aVGLRooCrAwEO6FbEnRa/2G+KWk4nlTzqN0ZZaAoR05hqbdp7zTrbT\nkqoeGDuCn6N/t5sOXVSsjkB9ao2imUpHOaauvWXZOV5VHalsRhHp0ox0Pto0eOlKr3O/2O+NFtJt\nRtEDjH0oLYS04lCZ0+1BqRGS/W1xXPoeSWFBRAB823p6DGMeUdyHBqM6ctoTv1NnQyPtXyI9LpEm\nZGYeW27FWrQoKsdJuk8drHccb4g6EqUlahkqrLYq3amxqk11z0J+MyldUspGnZjZdiZwhpYiRX23\nCpmWgEJCym+xSLXTwRxvgixS9auJZBlszw0oe7Ddw0XYhwVsrTdEycymQqexImOnxHWWUqWoX5Jt\nsPt2thym5W6vdNJjvr6UkWwltGNapPIVVR8SdFoI+TEumwXnFJbaJcS5IdJ/htckE8W/TBo2a44Z\nVJ+FC/qAnIACgWb+qc2rzX248AuENKT48gpS00lSbkgetu5IscNLWxZYGOc+n3NBXFw46YGlJb1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uJSbAqISCdQ1YEuNoPLWpcwSfh9KF3aAd3BJFa51X6f5b6X06n5tq766NLdhBmD\nCWwh2qzkDcpQylY0N6vVW1yCe2J/7zcON/pyYBM5fOgkIb3mNKeknT/FY/nJpyHkFqm1HLcHKcer\nTy8pldTbTOmNFIUgrbK1KT2NinYHvfBVlta4Ye35VvCBABjLrRj9u28nAgd9aOZBnR+sFQgxIdNd\njxqFBSqJGbIdjoWLJC9ZG+3Fx9gTfHzO2HAlQdPiWfErpyihENoWfAMk8KBZwokZiq1JmnRaxUqy\n2FtzZDKPEDTx2+tW17GxA+kC1rnHLj2vaYKG31AIT/Tp60UjZhUCoanjQHPNQZpeWEIouWa1SJgY\nTHdakyw4xIkcLdUvyn6dwjjVbttjlv7VPOIW8SFLJ8Ko91PJIOUzx5caLGzWQoRIEZjmaH9OMmWn\nBLrsZ6elAXIelLLbTStrpJP1EbCyRbm18Zu5vX7hZbbzJ1Oqj25d6ugjX0HCmbMPTRmMsSaXmCgO\nT3CNUDQvw3tr31JB0k2Iv+5wRbuLtWit9KgkZkg5/HXtXMnDBFVIfRfOedlhiI/TMsxnlWdfTc6Q\nf4joCi5p/wAvfsMfXO10gb1o4uX5wq9pLYhtddcVvpxFh0+iRmpMyqR4dKjMMSWiUpdQlFtQA28x\nur/3Y87t2y6VrWMyo1sAQEpCNIrOP7SSp0muVSBGlSo6Km5TWXQzKaU4zpuvdKk8EHbDr2bYcLxe\nbQVDQwfpSDai0pICjFcbUmiGFUSW6rSntIJDLIJUv2urgH3vj05wspbgsKTPE0jLk9a+Sqkw3UAq\nI1JgVFN3NNgAsjcpTp2O2/viKN8PEshSeY5daiptKkwoSKdctdfK7TaLHjx6xLSlV0lYOpwEG9gF\neo3tz6YL2VsVl90pWRi4A6K8/wANBXWNGcSOY1FX/wD465jlJStdZjPBSgLyac0sG1u+nGqT7P26\nARuCFD+1wg+hNKXHiRJII6p+oo5Q+s2aKVFMmDJoiVu3SJCYF9ItuEkHY+1sJLnZ1mtz9PcBzsVD\n7R8avbOEBbSU+hqpUPiIz/UGm40jNNWRHX5W0sI8FBt7ix784vHs1stpBdQyFEf3Kn4DI1MXL5IB\nMdh9aU5i5VWk2VKlSCyfEW6uY4NB33+rnnBTLu7O8B3YOgwDT0r5SJyOfnVM52kUVXht1aR4twkt\ntSFuhQHHH+mLXdu2SPCpQPWBP2ro2e+rOPjlVzMXVir5l6a1alzXnSE6GkJfY0k3UFFN78gDbvjF\nbZ2jbPAhhORBzP0imVps5Ta0qXrPCsmRJCs2SJJTcJQpFym428v+2MG60f0wSO9PG30/qTPaiucX\noycvIQ0xpcdZStX+RSlG/wBtkgYsYSoZqpatQCsqWaZSEz/EShaCQy4sKIO6gkqCfubYvWrDnUXO\ndGsr1Nx+jz4bDaUtOtF5V1EqBKdI3/lClA4CvEAKQ6dQaYbPjEtHMUusv6kMyEgpKUklNrEA2/pf\n/TDOAcqDUjAsgUx5Xkfh0mDJeaaeSy94q2tGziL78drXxRcN45A5UQ64ElI5VRqsNmNmd5pKlPRk\nvKQBqspxNzpv72xwElrHxirGUTKagfCYbfgXUooXrZXexA2uP9/3xYjxCRVLkpWOBFFaHXHksxhK\nUXmI7RiWUNQbbKio6fQ7kj3GAVthMhNWvqJUHBxqHOuW3co5gdiOKC0NLJaUDdKkHzJKT3CkkEff\nF1s6Hm8XLWqn04FQNCK+y47sGitSEaFMzFbuaPocTclF/tYkDsRi8EY4Ov0oIgqFEIBbL8wxPmQy\nhPiNtrSCQjZR1HuEkngcemKCnEkBetGJcU1BTpVhibH+UUCkl1I0uMaboSkC3/g3uMCLS424laeF\nNbd5C0kU15ZIXT/nmY7spbh0OOq1LAV/Jc8jggHbfHq+yfaSyWyG1KCFgZjieoHKste2dwXcQzSd\nOUVLJNSlPleiBB2UgqfmpCh22QnY/wBcTf8AaBpwYEhSv/r9a+Z2chPiUfSg4ZnU1zWqq0hxX8YV\nJWgq7c2sLe2K1bVUVYsK0jt9qJTaMgYQKMvOz4sO70NS469Oh2G6iSnn6dNgTv6X5xZa7cZUcCXB\nPEEFJ+NUPbNSvSh0LPbsSqKIMSfCbIJSGyh1vnYoI5G97i3vhiLNl4DAopX10PY8fnVKmVI4RTZl\neiRM5zozmXk1ZuoPyC0hNPTpW6OSAm+1hckq8gA32xQvaKWkKRtFAUkZDifX8NfQpsSk500ZkyI3\nkmsw1z6azJmOqLjvgOtKbFjsFPs3bUs8kJHlvbfCk3qi4ENqKE8QZJHTPjVKbhZQVPjsKETg5X2L\nuhyPG+sNonSNKLdh4ignvwBb7YbJ2jZqTgbCir+4hMfCqxcqbkrhPTU1VXDp1KYKktrZkX8Rt4qK\npKdvqBJ/0FsRf2om3ITdqwz/AEjMx1HCrGlrdGJrP4V9/Fly1KCjOq5QkpabfkKKGl3GlQH0qIvx\nxvjNr247vTuIiciBmfr6UYWElMqyq3l+hlmkvvyXHpalG5bLzpSDex4Gg+4B2A742z3+5fpw/uQj\nvmr46UoaVblwoxz8qIrqyanRVQKbFjRmHToLqgFuC581rX37X9O2+E7VyA4HrpwqUNANPOinGciE\nCAa+ZilPRui2WZ7alNMxqktgKcFzYqWgDYbenHI5wucLirhR4nP60ahKIwcAKWIPUCelalN0qoSo\n76PDQpEJxCFG40ruk7kbn0ufTHwcWVJd3uaTwSSO3KDVgYZCSANeoq2jMVRchJLFPcjuqVdTjsfb\nV6+dXP34wcp9T/iclauZyy6DgKH3TaDAyFea2/NdjBb1QVNktgBtLbd727XtsB9sQRYvuqxFISP+\nxy+FWqfaT17ChMTp3Nr7qpMt1MlBNxG1rVf76Ra598HixtQmHV4vKEj6mqv1Tk+AR8T9hTjlbIU2\nQ+VKmR6HDYBUkQ27uuJF/wD3X2+1+2Iqu7JkBDSN4o5dBUSHFypRiqs+sUzKVX8WHG+bkEJIkVPV\nJUwoWufDBAUefqNvbc4cMb9xHiSExyIHxNDlCdCTX2Tmpb77k6pRp1YfQPy3ZyEoYZ1fyIHlSP0/\n64BcbXO73iWwdQkyT3Opq5PhGSfWpsz5fzPUelMmtuK00RchttbLLLbaQCdl6r6lKuANvX0wovNr\n2TLn6e3zdTxJJ7wOAqxFs6UlyMqzOrVtmNmAuIS6zAaQpRLg8RxKQE2Av+nGM+cbgCE5qUc+/Whw\nCEKAEGmGh9S6k1l+oRWT8rHdeUt9CFWXI1WB1q5KOPJeyiASNhiLrxQoJGv2qBWsFATyorknPFKy\nEkzZlO/GUtqU7HhOPFLLr17FT9t1JFr6OFG19hbELraz76ypRz58u1EpHhCI70vVrqJVs49VqjNq\nFQcgiVEvF8BJ8GKQLaUI3Skk3sojnuNsDhwgBZGIyPzqOlXW7mNnwCIJkVYp3X1U3pPBoHgqS3Dd\nWJDYXpCytdt+NRUbgnm3PAwxubkXN8LhxRCTEjt9KgbRTaN2BPI1FmvrHOquf4K6lCajw4CkmNTE\nJLcaKTxZHcpFtzuTcnFLhCwYOvGgwjDKo0o7UupIzlmmdmHMjcisSWkFLCXSUtBwIBASkfSkAC5G\n5I3wQy00i43KFYUJk9T/AJrhvFFAEZmvbGc15jodRzNmAv1eWwy38g06fyg6bhNkdm20i4A7kXOO\nBwPFSR4W0CYHHPL1OpqDSl4yQYOlH0ZlW/R47i5yqxIzDCBq1QktCU8kjfwEKeBsQNIuNxvuMRay\ntlXJHiCsKRwAiZgfCavUQlYKTlE/xWfTavOzpRqTTojny4pcqzEcJIdBJNgCd7jnvz7YXXMYsajk\nRRzJUlRx5k1rWfMnV6hQqdmHMjMmbLWtt1x1xSVBkfwtdym1uON+MFWL7b9u/buECBKDxxcQO4+9\nL7pO6UlwTE5jp/FKua64znPMFYqEuGlf4i54qXFeUoUlQKdRHNk3Fhzc+2ClsMr2W27ih1sgHmof\ncc+lVNXbxuVqSJCgY6UO6c5pzTlFqLGoYlCPJfcTNUhgEttlVm1lR+nZSgO/PpjO7QdWELLZ8UZd\n6e2oaKio8Yp6hQKxWpjNKlPfhrcm6WWmHEr1JGxUty5CEAbk++M7sq1Ytl430b10nU6DsniZ0n0o\np51ah4TAqzU8uxaCn8MVWMpobfGh0JeUpSwraxUqwUN+QD+nONM40l8F1e8JGkAR5CqG8YPCKGQc\nk0CntplVGe0tiKvUtaXToB2tp03NyCO/fCoKLS0tKQpKl5AcTzqZSo+6auV2q5ZaYCI8uoR4yW9I\nixWVuF435JPck25txg47OfUQFQnuofU1zxDM50e6dZTcq1eVHpc+ppkoIdVECkrDthq0EcKNr7J9\nDa+F9xeKbBbcAIzAMfWrEIK8wJrqKoIqqWYLT0YRnY8NltbaG/CCDoBI032sTb9MZi0UClRnia1w\nScCcuFc9f2gsOkNV/LTsksyZv4SkORCjWg6FaQSTwbFQG3bfgY0/s3d3At3GGiEhRBxf1eR5ZVn9\nroSHUuGZjThXLVQqDUGOl2KigU5CxuTDWlQBttqI97AffG8Zt8acCwtcf9h9KRqdkzVPMNVjtaFu\nBtC1p0tuoSS2kn+HV2B3sf64FZQ6kkImBqDrX0TmKhlUr8UhvthpxiU4A+lZVZt0p552Crn9eRi8\nrCkhxoyJgiYIq5Cgkiajy9VpVKfS1JhvynF20aTugHYXsTce+NENpXKmMOLIcScx2OtDPWbSziTl\nV1jNTsVx5uTSUwmdVlyQ+plQsd7AC6jccb/cYAb2zchQdKsY/wCwkVQrZyAMKTn0qxWs/ioo+Wpt\nIlPtlWz08l94bAEjSEkjnnEFbYu1qxtEIA5ZJ9M6JTs9vRef5zoTAiTc1Ti1IkFhhI0htKkobB32\nKU9ucLNpXZIxPOFZoloIQYQkCi6Mvxae042yZEgNj8wh1LDZsCbLNwrTt2tfjClb6k6AfOrSoqGK\ngWbUPUjLMJp5tlpU5QlobbRYts76Sq38x3F+QR64Bdui6pQBmMj3/irUpCfEeVLcCBr1dlabFQNu\ndt/1OKHoSiKAtVFTk9CaIyIodjVNCnVlSGAUanCSopsbfawO3uMVrIBEDjUWwTrXulVCJJoNKbcf\naYlsyJLLji0HQptwJUlSiASQFa0na41J7YpWlQWpUSCB8NatUMQCRrQDLSUt5iYZWryOKUwpSdrB\nQIH+o/bF1yCpokd6ut14FpUrzq9UoKWnAHG1I1HSHQkeG272SsW/jt+49CTiFq8FJH5lRl0zJka1\nNlz5WpkMzi4zo5Siw8S3a/3/ANcWPY0AlOdBAJWRjqSt0h6gKh1NCGfkp8l1hom5Ky2kE3uNhZY7\n7/piNs4FpU0dQBNGrQRKk6UtPKeUhbpWVKaUDexJGCGylJw86HMqRjNF5UB6JUnkEpcClgJcSLIc\n8oVf077/AHwKqFRVgQVNFPKjGaKwzmGPD0tPqEYBhpK1Ar0IUdKVKHJAJF/tippBbUVTrr3odtan\nApCuGYqKcG2suuxW0fly3kyGwSCWwlBvvfe4Xb/24tIJcSs8MqglQCFJ551Qh1R2lSY8pspK0aVO\nIKbpULabEehHI73OJhAJUipvE7tKhTKy5Ta1lVws+I3VIhWq5NhJavdIt2UAT33CcVlKkuQr3T8D\nQqXSBKfeGfccaG0SovuwER25dSaZWdK2Y8nwUOK41L7G3++Ddm2zDl4Q+AMslESRHAUet0pYSRnT\nZR4K4xR4NUWtJFvDdR4yCeNiQL29vfDx5ltJlOfwpMraSQvApNeqlAqlEBccZecQF/8Apx0uNqSf\nqI/iB9gP1GJN3RSYI+NGIuGXBKTHehyauI8gPQW3Ij/C0tflBzzX8yDdJ/W1v64JH6a48NxpzOfx\n4VeHDympg7CzoFKmNO06qeIB84lJ0Em/1b7fe55wQn9Ts8YEEONEZDU+RioyDmKIZYXUKFPeRKiu\nPy4bZcQ82pOh5FwCT2I4vbn9DiKbi3DqLpC/CTEHMg8s/rQt3bbxBAraOlvUdlGUnIVaqFSpmV6V\nC8f5GmvIjSJ0p1wmzrltdtWtRI/hSlOwF8VmxeeeQtBBUuTJzgDWlbyghKgoaGBTTI6f0vNOW26s\nINPixzDRPcNPcCm6ey4PyBIdcKlKeXvYE7C5PBOKN6pLhbZkwTBOuWpHACg3EpSCt3hwpRovRSmV\njKn4xMLzSAFKemypiWmJKQAPESkpCkoCtVgNRUkAmxIBp/RoU4pbqyfn1zoxF/hQBhAPKhOYMsUV\n2RHp+UY9Yr0ldzImtoAiRQADquoWte48y99sX2yVML3luIPDp1qP67eAhyIHx6UvxFyarMYiQX5S\nqquSY6Gy7+WoDi3mA1Xve9ki3PoxsbkJWt++cUpUSkAnM8ulfOBTqQllOAcSRwpjXTqflaqxxImy\nHFNp/wAYYWhyOkWGpJUdBUk73Kb+xODbh24ftyS0lB4EkzPrQrSmm3QGypQ0q1nmmCofDHTXVFBS\ny6JbR3Nx4xVb14P/AJfCsrUQVRnkPOKfJADuGp+knTHKhegv5sqtRqqahIdTChQ1FgFDf1vvrH/D\nbB2FrE2J2Avi/wDX3DaUpayJAnQx06mhFkKxEjIfGmOV0gyUW3KhGqdbjU9a1BMdKytpxQNyhDix\nfYEC5vci/fBH6951YCTploKCW/hRmmhkOlZah1MwIEKXJWVWKVLBUjg6tXHHY8b46m5cU4Q9OX5z\noVxaQJx58hQbMJjxq27EkzVMsruUJjP6FFJVe6tV0pNubftiraV8u3SlVukLJ1CknI950phYFK2y\nXFEAcZ4elF6NTMr02mtvS4GYalJcAXpdnJbjFO9iQGwpQ57Yra2jdrTGTX/qiT8TUnHmUnJU+dCH\nItPemSPlotNpzKwVFILilgDgldrf9u2Fl07aNFIcD7yidMo+eXyou3uVOThUgAVBOyhSYLLbzrTN\nSnyE+M1826VJjNkH85TZ8vunV7Gx2xcu4vrlYCEBhqM85XHfhOmWlUvXjTKTnjVwyy/BXia6D4VO\nU2w64Ug/ntBa72+o3Nk+yQL7bgXti9m0smxjaQBM5xn6nM9Txpaq+dxQ8ok8hpQ+pdKWKsuU2pxp\nxxtktyCltDjSewJcTpQg2JBJJ3FrnArjTaFpcZXHHOZn80o5NyFHNPi6VTa6dMyqUhuE4Ja7BGtC\nQPmD9O1iSojT6f645ebNUHQpK04TnM6dxFQS6wnwknFyiaYaX8KtezhTHHWac8hiI7oW8VMteNe4\nIAWtKjc8bdjhC+h9C4CJ8/lTAP2oR/yVco3QWhVJ4w6xWIdHmpToEeU24zIKf59Ok3vb1AwuW64k\n43/AOGp9TVyLZGGWc54ijOaegPSt3Kn4JFqmW26rOWHTUDHkPTyU+axA8raT3sk374bbPsNo3agu\n3JWnoPD68av/AFSGk4VjTmc6S658LFOqcV8R6+/GeJTpD8R0x/KLCzlidxfkf9uul+3WWnkwRVaw\nhxMoojA+FSmM5ZlOqzpTZbiGgtcdmM4pTjhuNKSSBY7bngnA7m0EJzUaGbsRimKG/wB08sUNE7Lk\nWTOqkt9tJcPhBKY5CSooBBVb1Nh2F7bDDm12c++wL5RwN6TmSew451YpCEHdxnrX2gUqD+FwqU9m\nCQ01SX3ViKuH4ga1KSSoFJUTrIANxtYe+Kdq7IvWGi8xBCx72Y8iDmKkzu1+BY00GVSORqfBq5lx\nlVBMorLq340dLpKrmxG6SNwPTt74q2ftFIbSxcNIUQIlRI+c59aMctzEoOvAU45X6rxK1SEU6sU+\np15QshPzyXEJSpSbbAbJOxsb8jFt9sp1ZLjLaQNfCsH0zoYx7qj6imRPRqmV+kKep+V8wxlto1b3\nkMPEeoVYjY84zVy88E6Kkcq6yyhKoEULX02REo8qMKzVcuIDt1M/hqlhSrjTcAbHbue+2DNn3tsl\nWO6ZxkcyRzy0iDOfauuIciGzAqlknpzSqpWVsNya9X6o+hTd3FfKllvuCCbITfkqNzYDvju0NptX\nBwW7Ab45a+vDt51JttaBKlTVyqdPZ0SWEtxcrU2K2kJjF6OJT6QLi+ok6iP2GwxG2vENI8eIq/8A\nY10kTEUtZh6lOdPszCnQq9SZkyQUg64rTKUW27A2J2Fr7AA4tTDypKD0MknPhn9NamACnOqlUzg/\nmJUV6rR63Ik0prU2ITCZMZ1aQSNSwrZN77WGOjYpWreB5Kj3gjpBqKnE6JETRqiz0rq1LcrdJqlI\nlyAHWJdOWpCm3BbTfT5kXVbng/bEkh5CVbpYUBkUqg+k5H51FBGIRkeddBVivZnyXEptOlPrkzmI\ng+Zdlr8d5aytZupdvMdOnfGNZcDq3HEEJBUchkBpwrZstrDaQtWcVgP9pPIqrfUWkJYmIZhSaSgB\nluIFrUQtQJUpR2v242xofZS2sFoLly1iUDkcRECOQ60h2utwOAIPCue0KmQIyEmpa1hOpQlJAStI\nsLHm3HPfG2DbSnJQiB/1J1pCpale9nVVNWiSpAT4zLkdxOlUdKdZa90lIIKTYGxwabN8SrCQRodP\nWa+jFpVmvVyDUIqI6pUwBCQlDTH1H0Txf9z3wLbJU0rEEpJ4k5/Wu4Va1+p+WJTI10//AALZO65R\nLrhsdiASAP1GKr3aZcISQMuAFcLzYBnOo1ZegtVMuvS/npSTqJdc13J7+g/TjBTdpjaLi5VGcAQB\n3J+lUi8WCEgBM1dqFJpTkMPTqlMQXkbRkgsod32tyVD3IO+Ebl+5j/ZQB8aLCVEQSTXyiwo7LP8A\nhoMJLSjYhwOOuOHew1Kt39AP2wwtrW6eh5SSUjUmEp7ZfehnMCThUrP1pdzRJXHqcaI2SHFLKlOE\nJSnjchI2AAJ5J3tvgTa14HFQlITHIUTbJAEJJ86GZkqTlbqaX3FKUfK2i53CRsB+lh7bHCBIjIUR\nduBKMNH8uZRdejsoaChJlFToUtJs2hAvqPonbm1gN8A3NyN4EnQfGvrJmLdTp1OXlQaoz2Y+YXkK\n0vRngWC4k2Cha2ocdx6YJAKk55caqQkCOlA5bLkGQqObnwV+X1I/68YsScQnnXzgwkkUQzDl9NPo\n8SUwHBKkrPiah5LaQpCk9xeyr88DAtq8VOKQeFE3ASWkrHGrXT3OCsuS6i7KbblxZaAJUeQjxWpK\ndQ8q0kgkXI3BuCLgi2O3lqXAndZEaGp2DgCihfEV7zJltuJPLkIrZiuABCHFeIG9t0lX8vYKO4tv\nxfHba5DiAHNaJftYOJNUM0THhT6dTnw6lUeSt/QpeoICkoTYdv4QQRsRgm1aAWpY4iKrxyjDyonT\nqIwpK23C4hqbBkhShZXmbQHABcckgD2vzgNxaguRwI+1QtoU0pNCi6iXDWlol5tkjSsk3ICQLafs\nnF6wZB518wsCQa+IWUwwoG+leu9+NrEf0GI6kpNVRu7gKGiq91VgxYqFNuJS2tRCQD5gNj+25/fH\n1u6HEwdRVV3bllcjQ1VS2FQGVg6rC1r8AH174sAh7OuEhVpPI0UjDwKjBbkJUhpSgl5VrKspV1fs\nCeccUuQrDVKUQRio67RE5Z6hVel+H8wmI/JiNFCii6gVaFbC/YGxx3Zd0pt5l4gE5SDp1Bo10JLK\nwNAeFHMqUyh1IrM/MNSprjaVrShxLbrRXp4SRvffuBj0t15yAtFi2dMwoj4TSYN4pBcJ75/SoJtR\nZlyg3TJrNRZKyhtDoMZ6/qDsDf73F8ULtb+1Uq6QgAEZ4YUAKGKUFWFciPSqkjMC/CVFk08qqTrg\naaVIJ1tm1rXBFx339PvbKbTvN4QlsAHiR+a8qd2DMfuqPh+dablXJ6kLhvKZM2IhJW8ypu7Ui6Qk\nhXFhzxc77H0MtdluqZBS5CvlSi79o2m3T+2SO4q1WcqMZcebNFgzW5Vi14V0uNKKlaglN/pTcgbn\nYC/bErnZ7ywQ6AoTwkHvUGtvW7is5T8qWcwZdzBLzA2l2kqW6U6XUIWkWGxsSlXa/wDXBNow+wyc\nKDHCQT6UatTTpBketEKu3nLImRJdGnR3jDrC23PDLiVlJbvoUFAmwAXax5/TEVXbMpSQQrrlNCXG\nzA9nOUzQ/qPV8x9UXE1CY5NnKQWWSy2lQQlKPDB29Dpv6fpbA2/CDulZcp41axs9IUpyZn4Uw0es\nyjmJa6hNqUajwYylRKUyAhD7qiABf+FKUm+rdRIsCN8F2V626hTpUMIJkDX0H+KEcsy2oMoRnAz4\nVdlUuk1yutmMy1Nq6dLjDdNU1EhRm7BQLjrx1OEBVyry9wL4PdWwVoWEkEZxqTyy0FVAulCk8NJP\n0oH1ImxXctt0syKaxNqjwhR0Rip9azrspalpBNgDcWO/uMfXT61shboAJ0GpqVgwN8Q2SUp46Cts\nzvQIETprFpLkhgMNMJj28XQSN9RTc9gP0wGt5MBE6+lHJxY8UUAyN06g0LKcJMKAisVyqpHjvuOF\nLKQoKKUMhJAPlBK3HNhYWGBLVyXJWCAMo48p7HhQV02fEhBmPrUVWqUPN1GejU3L9RacpKfAW/Fl\nLeYUQbWSVWBBsTe4Ubi/u2IdSMDThQOcA/MUKgJjGsBRPChmX2qjTEmOqkzoMls/L+KAhxbRNgCt\nKT5VfUbEXUbH0xYsgQorxE86DcZUV5AeVA8w1un5cqTxVGXLnU8Oo8J5laS64kXbC772J8xJHcA7\nYG3iwcKiY4edELZUuMUCoZeapDMmjCry2yxUm/mZzxctqWVWKCBcpQNha3HHe/En3QDM1AWuPERk\nB+Z0n1HrH81ANPjwTJTHlPSZytJDc+zgIQDylISAmx4AJ5ODVN7lWEn3hw1HSmFtZBYBTwoVnnO1\nbzRmmK62yWHWXESpnyZ1ISom6WE/zNpRoG+2xvhHe3aUkqVkONOLWxQDnnwH371HHzRJhZkq0+sI\nUy+5CH4Yy4rQopWq5UCRZXfvcX9sUtXyFElKpA8/KqHtipU1u05GczQ5eepv4g5TJkp52nRll8sN\nqs28qw0WH2PHbc4saXDpXxqTlngYCGqfsqddImWaFDW06wyULUl1MdGgNW20qXyoC+/8POxtixyI\nLjniPAcPOl4sFbzdNJgcVHU9qeqb8QVMyjlelKl1GRVKvIQpcfxFkqSV3J0J2CU8XURfgDawxJCY\nJJMkCeQqlxneqKWkwkamr2f+seUkwmouYXJuZszx29TLhKRBgK5RYKuoBO5IJtuoad74FaaW/moQ\nnjA9ZNH2zZaH7WlAKGKDkx2LKXXpEyTZQeagREKOu2oXWve4Udrni22HO1blLrBZbOBpEQkEjpw+\nlQYddQcakiTxNabk3rbObrjDM2q1NTvkDceO0HXGBsLOKJCeDYgb/wCmBG7AqYC2/Ck8TGfmdfKu\nOveLICfzhRzrD1VptRiojVChVCHGWoMtS1x0IUFKNgpTgQDpFt9+L4z20dmBUEZjWYHw60XaOnOT\nnyrlim1yRSqXPiw1Moeqktz5yoN6lPeCD/wkrvs2SLmw82172Ax6Am5ZLocVIZYSkJRzUePfrwGm\ntUuuFAwwMSiSTyA/MhRHJdNmyaL89GEin0/WvwdFipZAKlKWSb/T/wBLjA+3NpWrX/j3ad6tX9Oi\nUg/X48TXyMfvt5AceNOz+ZKhLf8AwufWVSYQGiPFiuhtt9IFwVFIBPHG2/fnCJuytW07wNgZZJUR\nI9arVePrdwsnL+4Z+lO+R8lMU+OahW82qykVaQxEaIW4sbEbKVvyLhIJud7YFeCCAp9AA4Rl8qI/\nWKjC34o51+6s5fzOuhO1HLWbG6uh5Ght+Wz8u+3b+JCgSCbbAn/XBuztn2rbu/czTrHP1qsXwV4F\npg9KyXIucX6NXPl5tQr8gx0oXLW1LUksrJN0hJ2J3A8xtcn74vuby4cRvUtNtpJhOMZkR6+lHDAD\nClHyraIHUB2nZKn5kpEemZp/DmleO0214M0ISNStSVlQXbuATxsMZG5t1qeExnXUKTIGY71gyerk\nvq1m1dQkVSZSaDH1lx6Zeze2rwglFwTwAkexNsO7PYrNukOXCd4pWiRl6muPrw5CmleSqNn38KXF\nFWWuSlSGp1Uo6RSnF/wha2hqQFabBy54sQd8TuAxm2tGGD/Scx0nOeoqlp5TRnhrnrWc5uzVmL4e\nupBp0WbIgzI5TGmQr+IF3Qmyv5VBQNwoc8jFmzwh9hdrcAECSlXEfXI6jlRcodAcTTY91/zTmunw\nqdTTTau/DfDoQy0XHHyCbLBPmsNNggXA++EVrsxlT+O7KgeB5dIGR71J11KQGk8a6w6bNVXMHSfK\nVQqEqQZs2ktOPFajqJBUnf3ASBvvtjCXrSRdOp5KIrVW3/AjxcBXPP8AaFUnMbnV+LLjS0qgNUZh\nbceyipvSDrt/DuT29BffGs9mij9OYQSZOfypJtVaA+AvlWCVGXVIFOaXLdX/AIkAoSGQoWP81rkH\nvY77b40QcRGORE885pbgGLCBVJlT7zrqUQ1KSrlDbhQkgew/3wWhbDhlbhPeq3FqAhJjyohAXJhs\nq8GnNQ1u7fl38S3ur6hf9MOGdn27n9Sj2ST/ABSxwkmTn3OVe6xWUuvJjPtuIeSgakkG3354++Av\n06WXyhCI6K1jrV7bZUMU5dK8UvKRrDzTgeXFjIOp8ldtASRe4J5Pp/tid3tF59O5K5nIAZJ8zpHe\nr27dprxJGfPU0QqUehx39VPkrlur3JcQHFfY2Vt+vrjtls1QSTdqQI5KP0GdUu3Tv9CT6ffSppGa\n5FJYU8uIGvDYKWX3gUNhNidgBbe1hY9vfHNomzDOBThVh0SMgKqZD6lSUwOfGlSi1VFWiuyagC8h\nmOmO0ALXUfMbn12++2MLcOLCglJzNObcAJK1aChwhKW9FC1J1SDqKQndAvb/AK29vvjq3IBVyqpI\nxqCTxpol5wdp8Z8RX3WRIY+TU6lQsllQs4n9RYbW2J9cAWtvKsSx18+FG3zwSgISaT662l5aVgFt\nF7oCjckD7bX7+++GTepB1oMe6IohU8oOzMqQ6vFWuQh14xn2x5lNPgAhJ9lJIKT9x2xQHgl0tKy4\njtXQjEK+RyhzJaW1KcD0RRuFH6U6jaw7CylD7jFacrkxoatWQbcDiDQ3M+WpmWajJizGvClMafEQ\nVA2NgeQbXsQdj3wcy8laApOlUoyeANMNL8d+KqRIfbVDbbZbJ2U4hSiEhRHcc/oP1wkdA0SM5PpT\n5LhSrM5V6zXl8pqSqQmbHebjKL2mPYgngLQSONiCLW/1xK2fW2ne4da+WGnTANXc00On0XI2VahG\nrzZnvTZEWXCSFMP067VgpTiiEqQu+ykkWspJttedrcKedcSU5QDznPl0oFNopgnEcjSRT5S4ri7K\n1ICgLkbkA3tce3phutIKQTQkEECicyIqLOcQW2gfKQhr/hpBTsMBCMVTfEspXyNVXUCQ4xpKilpJ\nBSe9j6+98WphAV1Ncuk41o7Gpmmr0VoWFwpW1twNu+OSd+O1UZfo1Ec6sVPU5mOcLNNJStK7NghK\nU2RfTf8A5j/XEGCClJPWuXxwR2FMNTkuw8+zJaBoUqYVFQVewJINj2Nu/a+K24UpCU5nL1otpEML\nUvQ0xRsxwZLEsNSw1EfOhqK+0FO6AdVtdrJAJ2F1b9hj0N+zuk2+9fbwAakHL0n6UmVgUcKATyzi\nhs3OUJupxmKbQo1QqukaUAqUi9x53CSAlNz6DbCBNw6oKCCUo06nyo1vZ0f8ip6fzTZ0ryZEpTKq\njOqjsmuvlX5rCXLRr7HRuEnVcAne4sNuMGWmyLpDgeWBHJQme/XlVV/fpZTuktkjmKcqJlTM8yTp\njus1KO1q/wD7QLRFiL34AsRvbGkuf0akSrE2f+pkeU5596z7KmicmZnmKNN0VdNhSZE+PDaU0ApK\nI0pS1KB3Pf8Abbuf0QOvDEGmXznqVAeVMRs62Kd4pn0pJqFGpBbXLbpbchKyLkJC3FqJvqIChcgi\nxuNr4fbPutqA7pN4MI6adNNKruBaIAVu4mvWZJcXLFLQI9JlLWtu6NEdQTva6rpJHc7c4A2jZXdy\nZW8lRB58uEGr7V9gGNKT51Vh1jW65BzG095iSmoyrFWw8qQLA+x9sUJ2a+Yx/Oig+gSEkHyFNGWp\nzGUqXTy6hc+VUCvQ5VC/4MVKQgAWKuyr3083HFt4PYmEOtpODEADBBOc9OI9KklKXClUTGekUDzb\nl2VkzP7sesQ4EOQ80l1gRi6qJMBubI7m3Fid7HuLYstVJRCLtaif7svjpQ74WUFVvAA4EVLUEiVQ\nlTGUxosimpvFWiN+YmyrkXVe3P398K9orw3bbYQS2cjJyGueRmp7OUgNqgjFrlVOr1Zys9RGYmZK\nm8qn+ClapKEojqSgsB1NrCwFza43P3wM9fDfBIaGXc03ab/ZxoOdGui3WmTkjK1WhxTLqq5cAIZZ\nL6kIirdUpJWkgbEi19NibC52w1Z3ZuMDpIJ92BIOU9xn0NK7torSFgDrz/mlLqDWa51Crc6appTL\nJiJMeHFuhuKtCUoKUt32vpJvuSSThk4FNpAXMnnQDbYAyAyPwp06GVyO0ipVNysvM1RbQaTrX+ap\noI86yD9RBFkpO99yNrY43alUE51ReqCTu2xRvp3n2mdRwurToLMtaVFl51975bUAdCSV20lZFrqX\na5/fEmUtlQQgZmhX7dxKiImONfapRf7pzJM5+kCNSH1AFlakqUXN9KkkHzC55FwNtscuLJTsNtHC\nrgZ9RER61fbXqENkvSekVVezLBoqosqPNiF2oz0eKz8mWfAdAKg5rBKCkFI5CdzjjuynVJTiUTGv\nHLoMjRTO0WiTAjlR2BUGpbhfdiKU4u6i40td1Dcm50m4vvzbFxvmkJCC6DGktA/POuqYdUcaU5H/\nALUKzRLi12phhxuLIhug2beZLvkJv4YWQLfcffCG8tU3Kv23Ak80pw59RGdXtvrZErSfWaVp+W6I\n7WXpsQvRkVJHgPtuRFqYUEiwW2sAWVsfY23xZbbPfYGFVwFdSmD2OfxEVe6S6gftnLMQaz3MvTr8\nFgTT8w2qDHdDjACVEupUDqKhsRb/AP22xJxspSErIPaimHApclBSTzqhTaO5Kel1ZXjSJHgoRDbt\nr8LTsdYHHaw98VqtlRAOR17VxxlODdoECocvpfkMS5ctoyZjzYWylIUCHAdwBzcWN+2CHnCEIYRk\nBr51AM4VHCKO07Nj9MYYQ8kLkvmx4Phi1yR6WFh++IKKVLwq/wCNGcc/80C8wVnlWiZL62ysrZbm\ns0hphurvKDCpriC4uPqvYN38oKUA7gHdWOXtzcmHnCPFoOQHThQq2QnKMh8TSDJr9f6iZsmR3ZEy\nSzFWULS44pwqAH1K7lRsT9hbDK0umLBgPqGJa9Ka29scAAy5/atOyLSUy4rDdMpqW47bHhvOVZpo\npS7pIKr6wQLG+4J9uMDXDu+UXHEgYs4H0oV4NzgVwrxVKPVHHmnXo1OiRw+ttDkFNmHrEXsE7EgA\ncgWB3Pp0IUh4rAxKic9dMprkIdbKEKyOVVa9UBSksuMoaLbW7ilKJ8Ui9rdhvbYemFzS3C6p5/Mj\nOOtV3KHG0BtJgaZUe6UdQ3aZmoNiIzJqU5GptSm/EUwCT2JtdewH++ClNYGw/dGVq0FCtrChgaEJ\nTx51oa483OlUUXatM0KCUvJhOIaaaUElXheK4FLWoD6glOkatjscd3ijG88Kfj51enCnPU1n+bqP\nBoecH/mKi9IjORi9L8dxCleNshP5qCdWwJ4BATxbExZodUXCMZGgn8yq9RxJCQIms/60dS341ESx\nQI9GgUtlK0PLhJ0SHtQ0aXFGylpt7WueMV7laV43kgAaRRNqjMpXqdK/dM0URdGopqKUzYkGO5Lc\nhOkJblywQoBSr7hRI9/Lp4OKrdanXvCY+3Slrz2J4jSKfn82Zl6tQncyMVt/LdMgyUluK87ojrjp\n28OybJN7BIAFzc2FhgVAuCMIyHTn2q9jdYlTnyGsV8z9lih5jnx6ymqozJUm4wejyJpVDUpCElKd\n1AhYSNhcggW74mLW4CSlvjrEV82slO7VkKzX4fum9Yo2ZZ06fKkUmLKiaW3mlWdWlTiTrRzpFgrd\nQ3BNgbYvWIWFn3U6+mlMXVpKYSJPyrvKDmxn+52WxGW2lhFKaQjwGvFQoJUpOrUre5tc37k48qlQ\nedC9cR+lbayIVboKNIrmj47M0SGOsSENodK1UyOzbSVDT4epRP3Uo/tj0H2YdsxsoNupOLGokjyA\n/wAVjdtW7jl4VBUAACudmYEusuBlqXIDgJCUvElFrXO6bHB6hZ2y8TBkngpNVhTh94ehqxScsVqP\nNa+UlR1qdUW7mStCUi1jfXaw3tzi470JKw3pnIHyrqi0rwkxVqs9P8xiU+p6nSVm+q6XgsKNuxGx\n+98Xse1lgjwPOLJ5Yo+EVUbBQMpCfMTUkByW1A8CNFZhLBCS6lCSogm5uo3P6+mPr3a2z3WsCARx\nnVR5Z1JFu6lWJRn4CjVJyeYjclc6O5Uy6hJS62Q6Iw1XKgkqCVX2AJG2/rhLdONuBvdvBsn+lZIV\n5jDlViXCJhExxEfevn4YuOFh9LsVvhkLUR5R7NpG59P/AOcOtiO4XixIUAJJQBx5qV9KAvs0Y06n\ngZ+AFBs8IT/dj5bxA4tb2tvU2UG1rcm5tf8AQ4q9prkl1PgjLUkE/CvtnoO7IJnPlFLVEYW+4iFp\n0EvKUpBPHA5+2MaSCS70pm8ClIZ61KZKX6tLfQmyUEoaT/8Aqn+lziLmaQmvrUQtTh4ZCvGcFpo8\nGmttNrWH4KXHFHnxF3Vcfpbb2xO1cKlqB51O8YlsLHCvNAlRpWU0sSGiXY8ggqAH0KFrn1sRt6Xx\n86hYcxp5VW24kQlWh+dFaHooEeRHU+8zF1hmoMqWCVpJ1MvJR3Av729bKwPcFTicQAnh9RUTLS6I\ndQa5EqWWKYhimRYcinw0wZLrDIQJqgtxYdX6qKVJST304EsUrFwSVSDmJ4dKYXOE2wKRqaXKmypr\nJj4kNlyfUHkueKo3U2lOwv8A8xNz9sNwQlYPAUttCXLhUaAfGqc0LaYDNyEBtsE23Cve3OxwMkBX\ni702WqCaO1GqU6kVfKVaWwH2yQKmwTcPt6gldu4JTq/WxG+OMoWtDjQ14VUtMJmivUWnw6F1LqVP\nhKZqdKgPhIWTcPNlV0EntdNhccE4CRi3IfTkoirLW5Liiy5w/BSjn0tO5llvQoCKdBkOqVHitO6x\nHQr6UXPoLDDWxcxMgFUniTULhvC4RFHIMRFUrsdkoU2hwJaSUgBRCUWTe+25t++BnVYZIrobBZKT\nQeY0ulPuHwySkkrudt9gLf8Au3wQnMgc6FKiWAuNP8VIlF8utqSkApcUN9rnyjHf/wDaA6UGVH/b\n1E8TUdRdEOoOPFxTypA0DVvcbEnb3A/piLEaDgTVtyypYE6QKcskswMyV4uTitiAmwJtrU4oIuEg\nX3JI9eDgDNtwKHOaakFVtuxrFD+pmYEVbNDdFpbIisk3P8QYTtdW3IAFr+t/bDlF2otl50ykcJ1N\nUMWuHI5qPwFaLluVR6VkdFNp2VsyKqiwA/IfcaEdy1/zLk6t0kXTf0Njh5s17dI35RiJ4/QcBHr1\noO6t1uKwKXApfEGsUHNZqKcs+JSvl1JdY8dmzihcpUbAqCuNu9v2Yq20ouB1QITxE/zQiNlq3RaS\n54pkHlVhPUtFQpEoQ6FIYmLQ4w2G2StCTbZRIsCLn+m98FHatopvNSuevHr9KrRsu/S4PFI7fKq/\n98qvScoErRLLbCUmUpaygKKQSk6QbDa/OBk7XtHAG3G0rIyk5nOmKtmXQVvAspBnLtxrzCkV/OnT\ntuXG+YYkvyNCJDf1+HYXSR3vcC/G1sD3W6T4rVqBpqfvUWpJw3C5Pajtc6nVmmUVOX3m0svy3mlK\nlgJ1KSdIN1DfexuEkDtbCdLVwi8xKUYA0yIq7CzuSpEETyrpmhfDpkWdTWjPqlSqTgHiFb1V8JQN\nrE2Sdv8A+MXfqXdcVKy8qckxWC17pdTupmeMxQMuzZTNEpKVNxHHH/HPirI1BB2ukqCjzwkbm+AQ\n8tSgkDjJPONKcpIaaC3PeOgoj0rCfiM6UTMt1fQjM2V7xVFY8xA2QoHkX02+6ffGhtXEvNlpeo4/\nKlNwgsuBxGhpeyZlGuVJyfl115ptqM4ELeWwt1/fbZAVp4H1Ebk+oxRhK07t4eIHWuBKEK3qCYPD\nhUvxVdLIXTjpBRZxkKm1apyRT2lvgIKEtIAUdI2tpSBc8XxQ6lsLOUnLOr7RxalYRoM6z6mUROUc\nl1gKW41PZdhmKtJCtUfVu4kg2UPORYb8YvbdLdwhwapMiuqTvPDwIM96IO1GoUeY6h6NVWyyrWHX\nKW4Cojg3G49iDh49tEODG42ZPOfrSlvZa0+65l3pN6gVMSI8B+PEQ2iM8pch1DDzRDilA+fX+ouL\nXvhWbgKVCcqaItyhJJzreentMRB6YU1dEgJq9VrKXqg6044Pl4CAValKSfLqSlPGwHrvhg0tbaQW\nhmcp59KTPArdKHTAHKhrtWplQy4wqS+zHcnSLJ8Na0oa1p8haSo2QkG+rUTa3uBiN3vLdwBxQKuI\nqKbJt0lOExzq9Hrk7p/l7MCjmajJpcFB8Rh5CZLlQcCN0JbAssXFrq23xNd80tsODI8s/getcTs4\npUG0gmeJ+tAunfWVuPTPlZsV6TFeeLyVvoLGiwtuLgFO42v3xS062uCJSrjkD55mjntnrUnCCDHC\nY+VXOpnWGPHhIYpqWID6k+cKlFsEadidQJsT6fviT6y0oeIq8gPlQ9vsuZBSAO80qVKuVrPn92Yd\nJehQWKXCVDS02qQlt17wz5lKI0ayoJCbGwUd9sDO3q/6ZgcaaBpCAceprQejfTTMma+nMWo1B6iM\nrTNcpykymnHJDy0FI1EJSU2Nz5iQLJv3xkNve31ps+8Nq62owkKxCMOc5ZnURpxmjWNmLdRjTVSN\nkmfVsyVuh06BSDUqGVMykMPJS4SRfy3HmvcWNz+mNI3ch61RdoBwLAIPcTnyoVcNqAWaR8qZjp+S\nanOh1ymMTgJXljaQXUK4JO38uxseRgyyWhIO8Eg1Y+hxyC2Yqnml3L+bq+p2LDVA8NAKkeMlSFJS\neLWBKjc7k/7YkohSwExnVTqlMIKlmatZfqtGRQy6jwSl94hBUOQnyi4sCSBwB6XN8MHW2w1C8xxp\nDc3TjywhOvIVZpdIiUqQ4/DeUBUVBTi1AocRb+QWCgTuNvU4WvMFxaV4T4eemf2poxdLS2UKI9c/\nWiVGz20KqpaNCqdSk2b1KsmQ8R5iR3Nzc344wSlCg2opVK9AY0HQUtunEhSUEa5kD70cypnmPHBz\nLWXGpcRla3YtNQ7+SbbBCgmxUNXPYmwxW6tSAi2bJUo6qzGZ4npyE1Y0ypxcJGBI9aYKhOzj1+y5\nJ/FGssZepdGShTMKYlEMNJUbhDZVsFkWISLG29hgd5xq0dQlPinU5fAa69aidw4FpaUSocczWVs1\nedlio1Z2mJjv1KY4lpmQqyxHSg7lBG3FwFehPrj5x5p24Sq40TOXyom0ZwNYVU6RM8x5sFl2RIi/\nicMGIt1TmkMkI0pskm1iNSQBaxBKib4ExF0l9wa6CiA3wQMqYcyZuy9mUMMoqdVrTcdOtGmIzHaa\nWAm53B1G4/cAC/OPjdLSCkZedfCzVMjWs86gV2P1DpKIRkuuuyfzG0KZaeMfkFJKQNt+LW2vfFIe\nMzU2bYtqxVRh/DRUKHkhcev1ehUtU9SXIaH5RMhoHclxpIKkjyjy/Vuny2N8StnsLuNoEjj58qjc\nNoW+lxPnRKHliZS8vwYdRmw8wRKV54hja0IaUQdGpDiUnZQ5Sb8b4bt2jhbwLEenzFVFaAsqbNPN\nETkk5IVJqENuv1hp0OrYDy22kFQ8ybjSLXsdI2JN+AcLXGi25+4SB8T2ri3lpnOveYeoECt0Yt0O\niV2NWglDEOCyluXHkpJALCgpZUm6dQBTc3t64pvFMFGWQGZk1O3WsrwhQVNb/mHLTGRqRl6mtRpi\nGmaSypCHGvzW9RWopWFbpUFEgg8Wx5Q+4t55bk6k16LbJDTSW+QrA/jCksyOtVRamoffisRIqYyA\nCLkso3CvS4NxxfG72JtEsWTYslbp3EcStZTJyw6ZZdayW1GMdwre+JMZDr3rOKLH+QjlMaMqM0sW\nJUsbfcE89v8AwYM2hcfqVBV1dB0jQBKhPaBSxCMAhKMI7ipFIcSEJH4espvwQO/p/wB8H2iLUJK3\nGX5jgYHymqHVrmAtP58KvtSgttbYmSYqkWu22o2UL+hFjhOzs97O4TbpdSqYKsz8xBFEF1M4Asgj\ngKFZoZpNYjsQdOh+c7ocdcWGg2jcrWd7AAeo/wBcNdmXW1WipAOFBGSAAR0jU/GpOsNKOIiSOM0u\n5faWwxKi/iMyDGaHhobZkJWH/NvqCva302FiLYY3di0t1NwVBa+akwU5ZRUg9hTgCYHSrTuW5FVc\nS1EmVI6PzD4osgDfYqTcgX74KaK2iVqdy6H6HKhl4FZBv870Fz9T5bDFL+ZeDinJBauHCrw02GkC\n4G3JxnNsqAJKM8tSADPlTGyhUBWWY4zQiiBBzHUFKCUhDaykH+IkgW7dicZ5xRTbJijd1N34utVq\nfKRElSlBSg4hSigndQUEnTz2vb9sXlOIZUIs4RnrND6xJXIhsla1rEUBNibi1iOPsccb8Dsc6uR4\n7c1XiyVQ5ChpSpLwtt9KVkcH77/vg4iaVqSTU82skSWH2kqSHWwh1JUbLKfKf0OlJxSG8sNXLJWJ\nplW2qoU+CpaENiUlCwjfzpSSkKseblP9cAMIwvq6VfcOFNnh4zX7M7LTMlTAKvDYAWu5BIISdhb7\nqPruMXYioQONXbPY3TcnjQXMKk1V6XNaYWwizDSELd1FII22tuDpP2G2+L0owJSgnmam8uAetR5w\njmPlijDSb+CVm1zud77+1j6YjYGX3BV5zZSTVmRJkRFQqi46nw5scwniDuAgIRcj2BQR9sdCEqJb\njTP1pM2tQWFjWa9xcrLqdRp6S+14ZdHilwnUAP4j7YoafS2VgDMU8dROFZq1Jri5NYlzUpWjS4rQ\nD6C+kX5FhpGOlqEgGhg+ClQHCvleU5mzOUmSwyhpioJLyGgoq8NGxtf18nOOpAaCQTJTVCRjYIGU\n1Xk3bpMVGrT4jhVx/wCe2JNKl9Szwqu6Yi1SwOJr7S6aa3XmEIUEtNKS2FKTcJ33JA5/32x2Qhsq\nPGrYK1BCeGVMWa5bdIkvJhN+DqsG9wSkXABI/mOx9tx2wvaSXB4qZLVugEjU0oU9Txzo5IWlaFKW\nWPdIA0/63OD32/8AxMI70Ki5H6lIrU2805ipcT8nJ0epxXx4jUlHiht3sVkDy6r7G3cHDyxsS5bJ\nwOCNYlMjyNdfe/cJVkap1/qdW4kB6FNy/DpL89oIi+G9cnVsVWG527qO2OOshAxK4fnCvkLKlBIO\ntG6VLYo9CjwzOZ1284U4ElX3ue57Yz9uhSnUpUYBOLTloJrTPLQhsqSJIEa89TFCc8yo1WyYqnQn\nW5D0h3xHw2rzAaraf1O36nD/AGS224pxwnOSTkR0EdqT7TcWgIQNIjWepmhuS6LPcoFLnKrcOGxP\nclthpJOunrZIslaP4Q5/Coc733xc+6sEoSkkJjznlSsYMWNUZ/Sh1NzO5UOokAT/AJuSlbzSWoug\nWcIUDxwL6f2++Kw4olRVxFSKE4AE8K1vq31tqRksZbRTnqbWKk2gnUsLUWXBcBNtipR2P8oJGKbg\ngJwp0qi1aBO8JmKC9SKjWuhH4JSg67CjSYLsmQAoN+IsL3VqHIsLDe1sfNBKUEt55VKd8s7wcYoX\nUa/O6aIyp1Jo4kSUVJpTFXKUEIdLbqkKQs/zbAhR5BSexvVb3Sw4oaR9asct0qRgNa/0Pnx81Znz\nFmlskw6g62qMtSQC7Zsmw9SL7273w+trlsBO81iklw2R4RwrKPjP6qt5mzHEpkRaJlNyu0lpLgN0\nvy3D+aSfRNin1uDgR4+IugeEmPtTCybhOZzNJCMvScwZSy5IgKkrixUPyfl3CVJ/LUlSgkeltrcb\nkYIQyncFfHKP5ru8wukKrWej3WWccvx2XKd8/B8VZWw9U2467XABBCFkJvwAD/rhnYW+03WitgFQ\nzqi8/ShfjMGjnUGDVM9ZVlBvJ6lUCogtuPJk+IpvSb6woIB7X3SBt2vga4eeQst3GR5VJltuJQc6\nxzLucMwt9GBEYfUmk0ypFieEqKHX2SbNJVtuknUbE7gDsMfM3ZSEqB0qhVsgPLEZkT0oV1DzK43m\nSNDfdDTKglCAykhKUIAVYd77jcc74htALcfUs9qlZtgNyPya95xdEmj0iPD8CQmpukqso60eUEFa\nhe6UCy/XkE4ofQ02k4SSQB2NW27qiCpQiJqKtpqs2cmo0FqoyoNKaY0yW2Te3/qLsQdW/wChABxR\nZs4kEOHM8zXyWAgQrjrRmmdS6jmktrcgNPJgXaDyk6lLWtJHcXuBc2JNr4YW7baJFDPM7oSk0Zo8\n2O00ypxlxLinkKKgjWAhINwEW3urc2HoMXKzBSkUubK1OjEaGfD7IreYMy1mmRqfUKxHiSjJEdFR\nVDWglxQS6AfKo3CdzxbChNoy8f3EgkCMwDlyrRqeLaBBgGtLf6N1ulz5lXkUCUXpyi9IW9VFLWpR\nO6lqQQSfv39sMmLVLbQaSkBIyAGg5UK5dJVx+VD6n07clxktsZVLSvEKVK/G7AEkggpXc82Nxvvv\nif6dGHIxXU3QTkT8KX+p3SV/K+RanJm06pwpaQPBltymnx4NjrQUpNtIIHm2Nu3rStpTI3gIJr7e\npdIROVY/GcQnMtGiLkuGI2U/8I3v323/AIvvtc4YXVwVMMtIHvZnrGQHlVFtZ7ourOpOvSrc/OLk\nXKgkgqVMqLy1eL3ZGwCEn0AFxipTmK2XcLM54QOHeO1VJtwm6Fu2ISBPfua+yqkY+X6TTGVqabqK\nUuuujkIvYJFuLkEn1sMVugOuICT4Rl51y3aU0HHFCVk/4rSun2d4VBzEpcuMH26IlLTKVoCnFvBN\nxpH0pCD67dzj5han0lzFhSch2686GurVWENJElWprTaJXWs5UVpqvRYDcyWS+t1+dJRHhtElZKW2\n1p/yi6rqWbEm1sL7tpsulaEzHFQBP8dqvtylgblnTp9edX4b/SbpzS2KnHOcKtLcBS4iKwhllpag\nQdAdQq6STtcqJtc8gYqGzt+cS1RGfXzq0POhZAA865u6vRYUHOZRTVuojgXHjp06b7i4F/Nbnm5w\ne1ARAOutMQgqzpx6OdTaZlyA1GTSaKqqttOOTKvVyZYSF3CEtMq/LBAKd1pUSSeBYBU4le8mCRwA\n+tRcaUU5Gif/AMRWn5rU6ozJE9qJvDbYZaQmPe9w2jSO5vcjkA7AYPdsgnNqJ40PaodIKXRA+PrQ\njKvUtiPUm33YYmMRiVI1PgOXVupaQq4KrAC/Nu+CGHC3JIBNdurHf5BZAFN0fr+26h9xFCkeA2jY\nuvubEWvYpSQLn9MVO3t0PdApd/8AHxEzVKkdao0GrpqKaAt52GfK08TZRI51gC1jvc8HnEFKXctl\nDmR5/wAGiWNlqaXJMjkakp3xJ5jpdQaqKKXSXJyT4jE1cNtchhW+k3TYK2FvNcYjfWNpcW26Kc+J\nBij2Gt04HUqEiutc89RWc4wMtVN19uLInUOM+814evQtWpShfvucePLtEhxaP7SR6VuWgXEBfOuU\nuvOd503rPmAPT6q7EakKZY+Ya8VpCUpT5UgA6UgkgD0F8bqysmnLVAAAPesrdqUXVScqTUzGZpW6\njxEhtJKiwpaAbcnSb7+1sEK2ctsjD9KoStKsiKgmZwiBpQp0pdQk6ElLBRYg7XFyN7b8WwUjZ9wV\nEKlI4ma7gY1AqpGmV6oseM9JagoWASlxYKk9weR6HbBtur9HIbQFHmUzVK2GniJJHQGKnnZsptGa\nno8QvzpiA0l5wNvkNpSkrCkK2FzY2HYDe98PLBzfOC4uFgRwgp8xhGUfgoR9pSBu2k5dwfnQjJrF\nKjpkSXHpPiKFrNtBJHNzvq9cNdpbSbdUlDYQeuZ+1CN27sEqn4Udi1mkSWHUNqnLJ2V8yQGre9uP\n9sA41ghWJIA/tGflIrm5yggnv/FD84hKKS221occaeQ4lJUVKZQL7p1AEDfj337YQ7fKXUFxKyo8\nQRBo+wCkkJIAHSlSO5qzM4U6/MlROx3HqcY5UfphTYSLqvk6GqHUZXilSVrKXEA/S6hY2IP/AJ/Q\n2JtlhTYNBXiDjMVHSE/jiJSAtttTbKiUqVYu6bCw97b29jiq6OEJWOdTsYzbJ1oJIbWg+EtKkIQ4\nEqUCSL9rj37H74PQoKGIUE8nCqDV2JQJU+lPykNK8CK4EuLts2pV9P72P7Y4paZAOpqoOEAU/VGR\nBcyHlSSl94zwzJhSG1AFCG0KUpBSbbE6zt6DncYWpCw+5yyPqM/lTRtpK2k4qXH0KU0ZHiaWVL8E\ndlLNgVb+liB/7hglGagnjVxzMV9XBbcpchRdjsuNBBS2VgqfWSAdI76U3JPHHri1aiVgAUDcKBJP\nKhOdJH/y6lRgsFzR5E30jTYWx9s5Pidd4UzVkyhJ5VZWzJlUmHGUl1xHiKWhAPOydR//AFH7YmmA\nS4aTMtFa4FN7LdSytQpNQbbcaaqDXyUeQNPN/wAwA8ggbdjvhK1hdfzOmZHyp1dq3bISNdKVai8W\nUpjJHnKfP/mvvv8A0/bDVHiXJpS7+0yEcTTJlGQKbTmSyENvFh5t9Wi4aZKdF/8AnWdQHpe+BrxE\nuGdMvWiLWSgJqjRaIqtVPS6oMxWEEqcUnUlvvt69ht3UMdK8KeZNWYQtwk6CvZkRaeyUtqPjuizQ\nSNSlKPBPsT+wvitwLdMcBrRLSm2RPE6VVq0pAqTLZUlz5chWq9tQAA7epJOCbJsFJB4zS+9dVv8A\nEDkABQ2fNDmb5coNeCmSsyGUAk2ub6d9/X+mD7ZALIQeGRqp6cW8HSnnJWdaYEOxaw7MEdDCnWEM\nvuIGog3IANt77/ffBNhe3Fp+0CAkaHCD9KuUtq4JP9XGl/MkxvOWYacVxn6cxISC2Q8p5xiPpJSP\nNvc9uOT2wzxPXCs4JOZ4ZczXYQ0CtRyFTVLp4xT4ZDdRRIdTazKmUl9arEi9zYI9bn02OO7ttGo6\nVU3dh1UJ01/miMalqm0VqLHqNBanRgXHFNsFCVAb2vwTsRwLkjHG1KzSEGOOlXOJSPEo+tVuntcX\nS6oI01FPQUyUSG3ZUcLbILqdWxNlJ0hZsR2tgLa6QbRxDQOMgjIxwMAcs4zqTKQYNb78WNWoNTk9\nN6lSJsWdIbrKQ45EQ1s2lVkquhI525OxJHY48x9g7baFvcvN3KFJRhGpOp1iTznMUwvm29yCk51Q\n+LCZFOfclyEtqlLp4W9KDRF0I1IsCSbDUbjHoqWy4MI1pHaqCASo5VlHxjdUYfUzMlEVSlvJjU+n\nORFocaIWwS5e1u+2nfElNKayI1oq1TkSedaJ0ITBzL8Lk+lzfk5j7SZq0wnVJ1gpQFoVp52JJ3/7\nYDuBCVYf+tcUSHkq70V+FTI0Wd0yivtIU6Pm5DYXrVqYKSNOjeyQd77XN8am7QlkBCBqlJ9Ugn40\npLq3Cok6Ej0NYr1opVRqdAm6GHZQaqSnHXG2rhCQpQ1K0+pKRe3+uJXiQbJARrOfoavsTDxxHhTz\n8M8IyMusR5UeT4TEeS0W1LUkAqQlV99hcBQtvyLcHFQCf0gnI5d9TUbwkvGKSMmZ6kxcsOQGo1Ic\nYRIfPhv/AFG67pOq1xb0BANr2HGHGzNp/o2oQROomePQEVZc2u9ck0Wzx8S+YaK8ijQ5SY1MVTEI\nXGbJLbilLOuyrgg7AXB7n1wl2pfruHS44BParrazQ2mRzrNaZUalU4jsOEhZVUHRKciosSVhRIKd\nr+t//b6YAShWGRoaKVhBBVTBV1fM1KJKeU4/VFxi0lgFXiR1FA81uEgFN/W5N8FqfeW4SvMkRVCL\ndtKMKMgDNSUuNKpGaKE1LUw0ifLbdU9HClKZZBF0JKbHWvdJI3AuO5wItCpnSKuUnGJFdKZIlUjJ\n0YImLUmnvtuSbtLcShDjsgpDYtui2kix50m2PLNt2e0braTjrA8RUkJy4ACSJyMSTyGVNLRTKGCh\n05ga/esrynBi0GmzGHpUiTHdqCpin4a0IYVquUDSohRIB4B+4x7Ayl/CkpamImTHcHvWbulN4jLk\nTTNlvM0PLlRj1WnR6wlbLaorfjRWbpSDwPNe5V/Fye+GDDrC3Fh1nThjIEnjMZ+tKnGSgBwKkHpN\nZt0ZquYKP1ozPJoXyr8yOFq8Ka22+lxvVcpIVfYXB2ItY784VqIZlSjhAp0gFxtsBJM1pOWetWeM\n60FqXTXsv+KpzS6iPDbLzS7bpSgG5SBYhR5xNp9xRwpJrrjDKRKxRmJm3qJLW5qk0mQllBK1Pwkq\nQ2D38h29Lk84ku6LcBwxi00zPTnUA0wr3aVM9qr3UFxqDVUwpoU+kstRUOIQ44ohKU7LsSb2tvzi\nm5uEJZU88qEJEk8ABxqaENoVCBnSvnDoy1kCTCp9XyzUYk2Y7/hPBUtSkgcgG5F7jjf7YU2W17C9\nRisngsJ1g6Tn3oohyYIjvVahdEZMxhphyM00yhRfUHmVKU7xtpt68Hb9cHi+CEKQmSDqIyq4W8nE\nrUVNXOkILLYlsEiMfIWEBtLQKrmw1eUffFDT591GXevltJGZzoZXKBJoGX0VGOlxuNJmmP460IW2\n66lFtAUCd9O9ieMMrF398NrVigEx9aCukDdKUkROVUpmb3YkCJJnvFlVQe+X1LRq8BpNlHjkkkn0\nJv2GOO3Y/WFKvdTw+tLLW1O4/b14005s6lSstNNRafEUgMIC23QpJUUHdO/pe+wAtg4ONlJWk/5/\nNKgi1W4oIUYrM4jMvMjkiXJdMp2USt1Tr4SVKve4CjyMCl3KCKeKbMAJ0FW36S5FZd0LedQFC5IS\nFEWvve5G3cHvj6CR4a4AoZmiUBibDiILSnUrlWaQFpUVp9LAb7g7D07Xx0pVx4VEpUavyMmzIcIi\nVHXCklBSjxwpKpQG/lBsL7EnffYdt4lKtU1UEEnKpHIL85KhT0NsxWgQC7JSVHjdW4AOwvbi+I4V\nZVaErORqtLgqdX8uqQxdIDiwX9V0kkd7i1wf3xMqIyNVlKqtUGI4zJdMdCg8UFsJSnxNieN972/0\nxEr619uVHI11508qLufOleVZ71KbjlNNEZAS2EBaWnXGwqxG99PPGPIdtBLV64jr88619qs7lPas\nW60tyqh1GzCuOfCjPz31sp8Tw1BOsni3l+xxvdjkIbTCgO4kVnb9CioyJ7VnkbIj1Ykl6TLlM+Ed\nQDi2yPvt/qcPVvFOSEpVPKfrQKQI8Upok8zEhN6Vhb7ekpRI1XSFf5tPbnbjELfZ9w+VJQQFf2HL\n0nWrHLhlsAkGOf3qvUFIkoALsDwzwHEJ0rH6nBVu0phZQ6hYUP7eFULUlxOJBEdaDVmkMUTMuXpD\nqon4ZHlNuPvoskIaFwpO3PPbFK1l1ZbZSSrkRnNd3eHNZrQaTUMoZpSn5SqsR5ClaUtvLSCkE+U7\ngc+2Ag1cpJC0EEaiurCRmkyKKqyh4kpS3JLElTpOt2yVlz1uRjinCkYdBVeIzNC67kGJmb5mC8ot\nylxlOtFx1KCtKNzZVztcJG45tgO4V4datZKiaw2ljwK6wsIVd9pbLiLX3I0iw9bgH2wieBDSkjgZ\npkk/uoc55VFUoTkWtLlyoz8unxx4D6Q6pPhaknwwTvouq5HYi452xdbkbsIQYJzH170PcghwqNDY\nSDEqLbretWtIvYfWRz+/P74Nw4gUqoJTm7OIcKYIMGPKalhQHhSWSjflCvqSr7ggD0sSO+AkuKaU\nEHhRrzCblGNs5kVVizS1lWZHSysPOPC60qJJsL6CnjtcH79sGLMupVOUUqYYJTHEGvUqqpEKLF3U\nmOhZslYKbK5t7kWG/e+KcMrJp2IabBNEcv0pE2qtR0/TTI5mSFIaU4Er06iFEHhNwL8Anf1xYFFK\nCs/1GBVZJCZHeqdHpX94qm44txtprStZcdWEgIT5lWJ5Uo7ADc3A7446rAiBQTeFTni7mjNHoFMX\nn6FLrbRnQY5AXEjyA2opsTpLliEHYC9jpvcgnbHyVKbti20YPM8+1HuL3xgaVLPy5+HV/wAbWl0v\nuWgsMvF4pQpVwD6kk2tYXIvbcYq3u9bw8BrwzFVqUm2ASnU6Vdfp0R2e+qZJcXCpTRcc8x/OIPA2\n2uohP6m2B0uGIQMzpXy0QQVq60CTTYrdJl1F99pyVIcS1FbbUrUtRAJUbj6Uja+3mI7YJSVhQQBl\nx/OtLnng44Tyq0l9mk5ahxGbuPOKU9MUDsTeyEDa9k8n1JxFQKllSqNZWQiAMzXyJCE6KsyHyy02\njUEqBAWb/TsLC/P2B5xS+4UDEga0YwyhRDaj1NBaLOZl5wZ8dvxG1qCUpBCQL7JG/bcftgsNlLMD\nWgH3CpzF1+FFM45fdomfq/GUkhMKQ41c2P0lNhce18T2Z+4gLHKaXbauC3CRqVAUGzE2XaezJbQl\nLjSbIWngqRsr/wDUpOCWVYVkc/rRDbmJKVHQiDXiCpis0UBR0XuAL2KFdx/rb2uMGOthVDOBbL2J\nP+RTTR3XsyV+DOkPKmPwoqY5NwklKdk6gOTwL8kDFZeVbMLExiynlRgUi7ASoaZx1rxX8uTjMYVN\nZUh0LLxdWVBRKgSpaeL6vXvth7a3DSlNrazQBl5aT9edZxDz9qp918eM5AHiOlQ0qminvusQVPtF\n4hDTyG9RUo3KtBHKiTa53tvtziL74SkmNTJpo0t10NqdMgCT3obnLJ09qjPz/DefbjOhq4T5Qjgm\n6b6d+bk974BU8gpKBEmm7TqSoAUxUXK0Wr0eKy5LqM15sBDai4QhoW4AN7j2tv8AriarNppMq1pY\n5tN7eEZR60Sl0GbTlvCZXlzn1K8XS2Qt1tSvUqOkkJ4ANxbFVo8lKgQmR8POKKU4onGRGXGonsvL\nodPkyY/yqnguy5spnxH30n6rbkJFjYBIvvzi1aFrP7pAUdByodq83p/bBI6VFNoJo0iJV6KmDHmw\nwpxJfuFuKWkoKPKeLKAAUAL88k4ruLQYcGp6UVbXbk/uiKfvh56yVHonlOpUadTFT1+Mkwifygrx\nBdanFC4CEbea1zewGGodUc3OAA8gMh34UMplCjLRyM/OkijdVqjQK1VG1QoEtFUcVHQptxQSVKdS\ntOkgE6LgdrkHAb94ptISDI1+EUYLBKgDoaOxzmenV+ZUmacy0uQ4pbikPl1JCrpIAI5A233wGq/D\nrSWgYip/pkIUQqguXuj1SjRpDCUtsqcfLqXPm1IGlW4Ckp5N+9rDE03CAMzNWKeRNNkHo/lkUOZV\na+qaXYkTzpSwHm4yE2AJU4L9+wHmPfEF3IdXoSdKoUtUwgZVkEypoplSVUqRHlMQoTyTGSpIW6lA\nFlknb+Ht297E4vLISMUZA0QFEjAo51WqlWSvMzNZhSm5LkpfnKwWltEDYlKL24udzfBqEI95OY61\nyPDgVRpzPsjJWX5sxkwlTZ7QWh11BedUrX5iCod/9v2ofCYlQyHDhUkLnJNVciTY+ZqYZ0tloSWZ\nCkrWZOkk+U30kgA7njnBbe1WkowuNgxxA/mhXbRwqltWVD89uzE1KPHy7KlxxoK3AzMVwpVgbXHv\nuPXnA7l4ysjdJNXNMuZ70ihee8yVXLxZjN1aqPAt6zrmLXpI2tYGw/7YpS62D4cu4q4NqI8VXunV\nRVRK7MIYLjrkZTb3irA8x7psRa4Kee9+RisutlCt5xr4pUCCnhWz/DpmiJkPpvOYmU1Qmy6mC2+8\nhteryABCE2K19ztsNz74MtsPvORhHOaTbQddJwMiT8B3rUsldUKVT6RXagqjyCXIqkKaZYZQwgIJ\nUBcrBUo3+n6vY2xi/ayyf2k/ajZ7mAtKmczMxlkDERVuzkllK/1CpxDtSHG6+xa8tK0mqQDDdC3E\nuQUWbc9QU2tvvYEjG4uGrVwFt3RQMg6EcjUd28kApE9qGdYs3TcydSsgyaJV6nEn+P8ALpc8R1sx\n3VFKA4QSdKjc3I3scYrYux7a3cfYYQkYlHOBBBOWnAU2LikpC3BoK02P0Szm0yp1mRRZayVKdVqc\nS4tXCjqtcqvye98aRfs9cQSlYIHcfSh0bcttMJHpVxfw+ZmrscxdGXkyX2/MFuKU4kW3v5T/AFvg\nRViluA4mf/t/FXjaSVGUkjyrnjLOWavmDK0nLK5UAQ6bVHJqmXr6WnbFBcGnuQLW9zi9wpYUlwJg\nxr2qlTyYhRkfeiUnpU81GjR5lYociNB0rZZciuuJsb3AukJ08bqPf2xS7dFwlQSSTxqDakIybFLP\nVh2MYEliJKluuP6S4lLSQlZGoG6gkEW7X3OCLZThIChlRKY1iK1aLByrknKKIbuUps8GLFkSZD0+\n6lFAuFI8lkoNzdPGHDLVir33I+NALF1mYqJjqlAoUpRYFdpqJhSfDcdSI7aDsEpHgpABG99W98HG\nwsh7j/lFUg3B1RPWaOwerRejKcpEDMNUS0Qlwsosm25AQU6idhvtxgR1tpvJKwfh86mELV7+VeKR\nmSjdapemqyatQqlRXTJjOOSEtthRBTbVbY6UkFNgbAm97YBUMTgGKOPerSChMpEg5UyUpOWWKVIb\nRW6nXKVHT4Sn0uNpU+4NJUpKlI+jUBYm1ym/FsTYtri5bJCkpzOs6cONVOPJacAKScuFL9VzT09r\nVZTIdgV+bPA0lTs6IhC9FgNZ23H6c3+0ntiuu+H9S2PWr27kI/8A4zSKMvUmo5/hrjT1xUFabMvy\nkEFSVDS3qSVaQbbeX7EYFutjrbQU71Ku08auTdKIxBBrsbO2a5FEaozT9MYpbq6ch5UaMvW00VuO\nKOkgWIuSceWOsQ6tMYoJE861TK1FtJ93LSuYPiazHTx1aq1qnWVOIUhDqkMlKisISCm4GkgbWt2A\n73x6DsFKf06FFtOfMyPjpWavyouEBVZzTJKJco/LOz5riF7NSUnUv9ObY0jylNDePJCUnimP8UuT\nKiUJMnrV+Bnz8ImJjyEwIjyAUhDpCRbv2HPqf64Vv2CXkh61UpX53oxp5afC4BXyqQ33VOOPxaZL\nYAuEXCSoc7bHjBTd0psTicCuYn41QpoKMZRQHK1O/vZV1iXDQ2kJDjLANo7KOErWQeO6RxYknsML\n77a71uhTrKjMxP8AUTyHard2nJEfYUVzsnK8WnLM59+pPBGhh2JTyplB9EqAsR9zx2wk2YNuvOhL\nCEoMkneOQtQ6iSR6V1wMgZmewyoXliuudPIcSuUGe94DxSiVEcBDJUQSAUEki4Fwb3Ft8Pbh943K\nrG8QJiUqBmRxz6GJ+dUpQAkKTpT3W8+1/P0dmqQqXTKHCiMOINSls3dlJsbmwNyBdViLA334xm9o\n3VvZrDLjhU4f6U5xyk6DzohIKhmBFZK5mCOmpvTGWUPsjVdCklBQFgp4HBSbEX9sCuNrnCvKaIbW\nhTeJPCrGZq4+mmT5Md7wlpYKEeE2D4qFJSkpKjcabDcEEGw+kgKFNugYghX5FW3CSpOIVHl3LtKq\n9dix4VWAgPR23QqUhaURnijztL230qBsodiL9zg9bq0Jlac54cRz/ilJbKpCa+yqRKodQkx47kac\nFmyvDUFjY/Ukjn/piZKHEgrqltxba4TQ1gPzq0UEIC5qC0bHwwTbn2Nx/wCXxKEpRloKs3p3pc50\nPgRFF51ZSv8AKIRsm/a5/wBsWLGHwminnAtIKdKL5Lzi5l7JtfjNNqDtebajOOhdlBoO+ItP/uKU\ngn0SR3xy5ZDi0FWifnz8q68vAgJHGviLswkWVdCBpAA5UTcn9O3/AGxICTAoFhoqJUeNWfG/DWUk\ngJBsSkpuVX4v/wBMUrUFqwJpuQGkYj5VJEluxw3IQHEOhf5boUQUqG+3v5hv2xF6AnBwpZajePY1\nU01SAnPVbCaU2pMeFEaVKWlFk6gpKdR9tRAuQeMBMq3TYCzmomKhfLUXlHgkUq1dkpkPyWmkpZYI\njoJH1Oc2Hvb+lvXDBBCRBoC1QpQAPGq7zqYDaCpSnFucC+537+gHNvXFSZcMjStEEJYR1ptzRFkQ\nck0KmPRUxFymVzy4hQL0kP7NuLv/AJUiyTbyquPqwpceBeUZkAx2jWjrNkFvGNTWduQpdDrhjyWV\nx5CCLoV/t9v/AOeMPkOIcTiSZFIbhDjeRFaFn2oDML86eA2sVSMzIcWEhJS8EJS6B7Ei/wCuLrCz\ncZb6Z+nCs7tG/ZfcS2DCgROVZ/UWHpMRotOlISPqAuDtbf8ATHW1gZqGtOEpwhWUjlVePHVTXi+2\nsp0jUUchQ77etxi5t0f8aqsS4FjArQ/Oj7SVMsMVKIsxlPXSAFWCiOQP/LY+CwqWXcxVCVqZUAT5\n0ak9SJmYIsaHIU28/FbCG3XQorUhJ2Te+xSLgex+1hUYrAlbWaDw5U1U01tBAQ8PENDVmTLk0ejG\npRIjTBClJZOnZd7AOXUduCAORz64IcdD7ycRyIzivk7P3KSkDwii0dQpWTmGKpNlVKepSvDhFzXF\nQlVtgQbE83I27b4JcvEleC2TgSMpjxHqe/Kh1IUsSgR1qKs5uEzMTLcKEpgLYS0UsJQlAKUjxFbb\nEaieSdrA74KtEbwYVmTmc58qUv25QS5igD1mruY00uFl1bqEGTWXUrS02lIWoFIASq6T2Gq49bYD\nur6+Diba38KJBOeUTmI5n4UbY2yHG5eUTM1ovR/otT5HS6nO11liTMlrVMWsgOGyt0o1FQ4Ta4G1\n8cubk79SkdqODKEpwAQOlNcXoRlmQ14zVGRoZWD4zLy/y172NrkauecVm8WnVXyr6JHGKGVLoXl6\nNQJtpNUiOy1KU482+lTpH8oBBte1ri1744rbKgMRUFBPD/Br5DKREJis0yxllUyqx5rLcr5alOKb\njR1qDTxcG4cWTYAC5FtiTftj5F0XBLsJJzyBNHoZUcxp3pvfktRwUfKxQ6rzKutCUruR2Bv3527Y\nrQnPX4GrnETp86oOZjjNrWyW6c2vaxXKKkk8WPe+23bF5QojKfShd2JziknrHmidU5f4Iopg06Q4\nhwrbvqlgcBVrbJIJse49hg3Z7RM8/lUXsCSCOFJbDv4bUGoCmAqNNKmw0TYtk7d+dwb/AK4b7vE1\nAGcUMZBxcqgyxkReZahKjU/51Abb8Z1DbBUAdZSUg6gAkWFiTvfAgU2wPGQAeZqTrsATTTU+nVUl\nNtvPUZTpShKWgHENpSSj6ihLl1cbnb98DLvmSkpChnVCblpBnFU7tNcg5Qn0lURyN4qFu6EtoGt0\nAcm97WHGrb74qUW92SkUU2+lwyk0E6Z0J92updaqEBTq2rITKbSpak21AKBUo2NyLbHcD2FLXiXh\nA1yqbzgQgrOgpuBRNbdj1FujxlpUpK1RYKtbVje5N9ItcX1Jt2vvh2myS2hSlKOUdfIdaVXF+SEl\ntMzw0ok3UadleHAqsOHAe+Y1NSEKaQolk2SVEaAkn7C++x2wAtAeUpl2QU8hx6mrGN+JMxPDWosq\n0+nVSU08WWoqnSSlK7qQwgfwC9wCTfgXJ7gYJfbbQ0C54unP+KXFbqlFpGQGp602z5ZXSnvHYSoM\nkKQ2pYZZCjyUpFgANu1zvvgSxxuOBLfhHT+K5iSCTik/Gs+q2WP7wVdLUygQEszkkCUlS0pBAJCi\nQTxa26R2++HVwwyxniBPQzrRrKnIgKIFVum0OlwpUNeYatOp0uGoJaW4QFpIOyjceUiwIVsdxa+E\n+53aytsD860wdcUsRqK6gh9J8xVKA09TeoVVU0pAUrXBEpJHI0qum/O+OubacSnAtWE/+0UsCW5k\nNz5UFzV0ozvSo8hhXUatfmMm7Ai+AlaSDsbLJANu2BP1qXPGIVHGQaJDyUnCUYaz34QsvU/NNLVJ\nqS93C43KWtStXjazuAEkKASB9VhvbthgoBbmFWmoFSWvB7utKnVasRcpdUanDy5lOmVighLaI8lM\nJba3j4epQOgjg8+lr2xECSTwq9JVhzOdavkiiZaqWTaQ46w3TVT4iXpEZNLUSlZN1oSsjm5tze37\nYJARwFCFa5zqn1Z/A8nUQu0xDLzjwWjwQh2MVFPFlWKQm53B5uLe1FwWQDJzHY11Lq0nxaVlWSFQ\ncs1SO5VW4dRPipUW3da2lE/wgXBPJHAHscAC/KTDKfM618u4K/CgxW20j4nszyqYqFSIdIpEE3S1\nEgRQrwRxyRp3HfAjqnnnIEn5V1FsxAU4ST3rGuqdbmx5Ut+tS3lyloGr5n83SALAqIF9QHFzffB6\nGVQlBGY9aJawJV4MgeFZ6mW9XI7jseErwXtSQ6+rUl0nZKkpNrKHPobd+7hlKQIJz6Z+tXFQCqae\nntPpdBYTFlKhzaktAfS28hCSFX3aKiqw2022PJ22wZboaGaykdFUM+p05pB8q27pnkTLdalsVWHD\nkNy2FgiLNjpCottQ3KQASCLgg9h2OL3GrdaRuwB2oHevpJS4ZFdA9VMry0SKI0YiF+BSWUBTgC1K\nGpZuT35x4g8A7cvOIORWr51uWgQ0gdBXEPVuOp/OVbkNVZMqQue4ltCWynxTe3FgANjc233Pvj0C\nwaLTKMaIThBJnhWeuSCtRnjStPaqE2qIjsVJsPIYU482wS0ggaQAVfVa5G98F2l2wi3VcFBw4glO\nLPPPhpVBWf6dajpcGqS1mkSCt5qWlRcYcBdSogEhTa7EhX2I9xiVztBhts3KYBEQpOX/AOhyqJJU\nMNfUy3U9K5MNfgGTEleCl3WVOKZJsDa9gNQKbjkD9cRT7R3JvP05JDakk6cR17Z1W5bIgORnlRnL\nlCYcpchUx1Memx3A240FlBkrsCEFXIQBa4G5Ce3OM07tp5rA1apxPLGRiQgTmY/uJ8s8+VE7sEEq\n0pjYdlSKW8zDqMeDGhlCntbYBDagbISAdLYKR7k3xkLv9M1coduGlOuLmIVMqGpJ95RB7AUQjFBS\nkwKVOpkxbFUgUVup/Ptx3UBcf5fToWhNgCrT5rm57422xWSWTtBVvu1KBhWKfCTwE5cM6EdXBwBU\n9KMSovh0VkVmru1T5NHgtx0koZhA3JSbG5V3Pf8A1xG3WS8V2TWEKzk5lfXPIJ5etSjKFZ/SkSpQ\nIiJS5lMhVBmnoSA664kqSF2vf1sU7m//AGxXc2zkFLy0leojhXzStwvEB4TRGS9EqFHDIJbqDRsl\nKt2ZLJHCfe99rcd7jClTLg8Z048waYN3DYVuxQWoURuipTKheIpoEeKCn6D6H+Xv3sbXBwytng4C\n25S68ZWyoOtaUXZTIYojNYfjOOQX1mOmU25qShY4SrnSruAob4pcSAotpOY4HlXybhDg/dTHUUFr\n6f8AHJcbeMhp3zJfWNKgobjVb+LsTwQARgplQUkxlHCh32i0QDmDoa9R2VsVRUdlJdS4PFToBJXd\nO4t6229rYitUpC1aiptNEeFOh+lC00d+mKSypBLhJUEfxD0GLd4FeIVZcEKIApiqMOM1P8BtQdi0\nlALqgoEPu6br+41bD2AwKp5aUCPeX8KOt2UoGI6CgtYlvSKwhZuW1XWpSh39PTYHf74Jt20ttxxp\nW/cKeCnDlJgdqsw33pjLaXHFeExdSUk7BSyCq332/YYqfgSYzNfWhwvJRR3I9SchVJ9tKiEy4i2n\nAFFJ/nt7/QNjtgcpCkieBoXauIOKA4xVKpzEu0umpSSU2XKcHdS1rsP2CRiSsiTRGzGpWZ4UJrNQ\nafr4ZZuUMIS2olV9Sv4re1zgq2RhZk8aLvF4nKPVCsx4eYaN+KOzBS23W25So4BeDQAuEBW1wkmw\nNhhYGsZdwAYuHKjluKaabI041FMrdMzMXBMamLe1qWh5atZSkkWJPN/XtiSbV5jxMnuK6bhl9MPC\nOVE6VEYjIQ1H8aoU98kLTYB1ldt7WJuD+l/TDC12qUpLbgjvpWc2n7NB1abloyRy/PjSjMUij12Q\nwyt9LNiW1LTZbW+10nY/73xNDgUmr1NrQM8jRB9MdNcClR2m0quFpZJLCwbAlBPa/YnbjHUCUwKA\nucQkJqZMJtnL0wNLK34D4dS0SdPhnbUPsQL/APMPQ4+Mhcnj864HFOIGKhrMYSJa3EgJUhQdQRfZ\nJF9h3v8A74uUoFGFXGrbd9SAOYo9livJkPxpngNSSw7cR3XVJZW5qA1qAI4ABv6Ac74BsHSy4q0J\ngK48Y5Ctbk+yHIz5U0ZjobtFVEcJhTm5DhKnosoPttgKIUBpHF9r+g7WOL0XO8lKBEaZa0I4zhWk\nKIwioan09XWaGudBadZjKKwkLVpMog2UUcbBVv3xeraKbVxLLxOJQ4DIcgT1qp23Ss4gAROVDchZ\nOdVHp4LaXKoElSklSlFpIWRuDtbsbbnnHd4hbokmB041Jc4TAmtWqVRoOVIanpcRiGy6lAUh6W4F\n6t9WkgG1v/OMPGGrZQ/cOfalDiryYbGXU1BO6sUSpgtqebaZTfQmPJslolNtRJG574n+it1DFjAH\nUD71EO3iDGCfM/ahVcqWQc1Ut9c01Z6W02tYTGqKtBVpNk6bEgAi53wIvBb+BkBQPJIH1o5j9QtM\nryrMcl0uNmFlZmyZ0FmM6hLqw8pSnuNQ2J3/ANBbHUurLWJIk5x6UXiSFwo1pVMyJS4fS2o1TTIl\nLi1d2Khoq2CBpQkKvvc3J9PtjMK2zdL2sNnIEDdhU9TM03/QtCy/UccRFMnSDpbSMx0KdNmwX2jC\nkupjNNPJSqorbIAbSSCEqtfzEG5IFtr4Re0PtPdWV61ZoVOMAqMZIBHvHMEjoIyqm3tA8lREAppG\nrE2CmDoMR6T4k6SlhuSfEfipQ7p07EJKyQUAkEG/GNfb3TjSAsqBJSnTRUieOccYpe41iTI1qGf0\n/wAwVGpw2kGHNmxnQpCVrC0tupGopJI30hVjyL4cMbQbPgKczkY7Z1DcCCvgNTS4mgVyjVSe7Fab\nS88VeOEpS4lRK/psbpB1nbYW07bYpe2hZwEKSTHfIc5og7OU4PFGfxq/SlZprDS5MpisqbDuhaxN\nDEdJQm2xAA4Pv698ScXaiQkQB/1PeqG9nAKwwJ8q/IyBU0S1NPUt8vTU/lFVU81lcFPcgm+47245\nxBy7ZUMAPwIq4WakDHlExw1pXq/S1/KZjsCY4qfIcS2wnUCb8m9trJ35vzgG12gEO7xYwgcZ0oh+\nxSW4ScRPDnVuDn2XUa1HZkBIleGqnuqT+WHWlEkrP+f09b411o6l9zcrMZhQPAkaeVZq7ZLLW8SP\nd+HSnYxYS6W3GiKXUKgNLkZgBICN9QNyNKUgckjngbY5cXV0+taiA20JBJ4nTvrw5daGtoELcVJp\ngcn1DKsdSJq463FNiQ54axqQo7AkgAbDjbtffbCW5/R3iW12pJI8BPPiY8/tVa23ELUlwQlWYHLv\nSFm3qEaxX6ZAhsqMxl0suvrcJC0ckBFub/xc9sG2JCCq1b/q1zy0oz9Ngb368gBllWoh+qJihqnf\nKsLCBqU2FeY/5tNgke6jglmztGGf3yd4Rprn05+VIS4p1zGuSme2VKHWmgRMxtEGqvtlpKvC8Yl1\nS3B2RYXSjkEk7nscS2KzevNlN8hHQpkGOZ4TTBT7LKgbYEnjnlR/pp8R2YugXT1in+LXHqYtQCTK\ngIU0gC1wgLuQPY8gem2Ee3PYvZl67jfQCsZT/gzTa02peIMNEBJ4Tn8aZmPjVo9ZiS01Fc1bqUqQ\n24EAOKuDuRq2IvsBsLWGF9psFqxBZtkgJ6CPzzzqVxvrhQcWcxWHZRzJFyzQZEAT5MhyQ+XFkMup\na0m4KvKdlb3JseMaK2WlKsTzc5c4rrrSjmlUUlidPdlyn3JLIWokgLIJWVDYWWfYYiSTMDKrggCt\nqyB1YjUSi05qsvUBsQi2pDkR0iRJJSLlaki9gQAU3BBvb1wJtFlLzJbZBCiIJnLPpVTSFhyV5jtT\n78UnUaL1EydTZlHrVLq1PgsmW7BjIGuOsjgruVkoP1XtynY48z9mrB+1uFou2VJWZGPOFQeWmYiN\nY4RRt8ErbTu/OsYpM+K4wrxltKnKSFOrK1KU0TwlNu17D3J5xvUIlYS2Mz+E9hqaVoJg4BA501ZR\n6rVHpbC+XizF00LXqQljSuU8opGy1ruGwE34t+uK3HH4w2+Z8wO+WZolNulebgoDnjqQ31BYZlVq\nfGWp50uvMOOPSHEoCgUi6E6CT2sbDe/riGz0LYKlqVKlQCeUcqvU0DkkaVDZiZU4yA0t35pf+HSF\nFTaTbawuBf7nYftg5N6422QDhA1PE0KCpWQyppp0p1mqmmZVhUKnVBg/4+rTm2R4DhNwlC1C3Y+U\nJUbm18QZvSpsZEfWu7nCZdUT0qZzItQp5Miv16RUoiH/ABZEaNO+XL5JFztdQTxcAcel8EC8hJKk\nGBXVhKgAnI9q7e6Zfh1X6MZJcRGLDTdFbZbQ8F69KHHEA7m9ja4vvYjHld4+r9Q4qdSTWttQlLKR\n0r+fPX6rVpiv5mNUdjN1GPOCQ3H1kJB1HUFEbiyrX9b49W2GzaLfZbbkoIzmNRwis1eqXgWVazS4\n5W10ZEeRGZbTUY6gsvKGoPNrQiyFJOyk7HbvfCdUqUu2UfBJy5EE596oSYSFCj+Xq/Hy7GUsiSZy\nkrDCyseClOncgbXIvwb7cHAt5aPvupCIKJEjjqMuQB51IOoAmM6FZEpTNYkQmwkOOVCC4pxKTf8A\nNCye3cWvY9sNNvqU0q5Ucg1hCe0RPnPrVbQBwgZzNeq0Vzc20imPDwobkrxH0qRpK0rULBX/AONv\nUcYR7OuQxaP3CDLmGE9CJ09Z61epIUpKeHGnDJlKp1codVqNUS3JbdmmQWrkJQEoB4vvYcel8ZXa\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lRzXREGlqolPeLKUvO/NpKn7EgGwKinZIBSSLACwtjVtXC1JCWiBA40pfQrESRkamc6SV\nKJIbS04lUl9RUppFebAeWUkkpTcdzbm+/wB8WKXcgQHE9sqoDUmSPz0obmToVV2FIKmX3EE7pNQK\nvBJuRe1wANtx3OKS3cHVafhU21RlHwqgOnEqK8GnaY+tl18JS87JUjUQVgp3UAFbX3O1z+tQYdXk\nY9aID2HNPyr8/wBE5MpkFyC64nWboTKQsJT6i6yTwO3fk4rNmsE6eoqf6pRgR8K95e6b1jLchubG\no7knQkMpVIiJksAJ4ulSSFcjnvbEkWbpBCTrlXyrsoOaaSpUes5CztVZbcQMu5hRIjS2RHQy0PEI\nJDd7BKdkkcabkDgHF36IfpwLk+6QRnnI50QH0qJU3xoTXI8r5mkGRCmRnKO25FWVpKkJ2IsFD3JG\n+IFJxOLGioNUPrAaSiaq9K4kX+89UemSmooajHSFq0lYKkjSDxc8YGebcUxhQJk8KutVJOpitBjV\nFmXAgMohlhtlsFx7SSHXCtV3ePN/MP8AkSPuAvEEgFJTw5nqaKRblTxWVA8vtVrPEpivZmZQ0/4V\nNuiIxY3KYzY1LJKjyo7E+qjgu6xFyQk4QMsuAoW1bWhLrqs16a8+VWaM9p6iMOvKURCC6jYpQkOL\nFkNAAm/1En2t98EISptKFn/2+33qMYGVJHb717eZJyjMnOfNOS6g6G0rQD4eo38oNiNkgm1974GQ\ns4FHiavaZS2BnS2/SHszss5Up7K0+Krx6m+bpEdhNgG/QLVe2/BUBixtvCmTryrinQnSmMqoMeYz\nMcocSTGWfkadGjR9Kp60G2u1rq3FrnYAXPOxqv1CE7sKiBKs9OneqEDnWn5vzOii0Wk0SHGiIrVQ\nKB4DKNDEVKd1K29+b7GyffFNpbqcCrl9RwJ9SeAriiknCkZ0tdQ6q3meqxst0dbTDMONrrVSUPzP\nDuFKSF87kWAJOwN++DbBgMtm9uBJJhCeE846fOqXFD3U1nLmYJVLpcrNS3gg1BaqdlaIVXTEYBCF\nydI4sgfrf/MBhqQySLdeSU+Jw/3K1wz3quDw1pI6I5Ua6zZrzOJwS7T3qeKfEfWkF0LS4FpcCtiV\n282/rbjCm7eU7LwyzB9f4q1Z3YSkV+RldzJCkQ5bzcmhzJDsQvKslba0HzED1AA9hceuCG0Oh9CS\nTORHY8POqnHAWy43rTAxTYsmhuS32WobTaEoisBtayWk3utaybBR9bE9gBh8UoMtMqzGsRqfjSVT\n27gu5zx+goDDqq6nkkxqoEsU9c1ReeIJd0BI0p1dk33V7pGFqksNXULkuQe0HievLlTBtxwoK0CU\n5R3oTkymDLNcp0t1uc8hx+QEJYSoPBpvSEOJKd97n9sfPvOoYAJ8U8avZKXHFBOkCe51rX3qpFqM\nR4u/iSV+IEoEhTrDguBYlNu9r8g7HHLZ9Sk+NQB6CvnGQlXgTVFEqTTHCFu1qIgDUha3XSLHawuD\nyfc4JxpJkqHwr7dkD3a9jOz8FvWKsw26pRbT8wkqSQb6huPe3r744cMwFCoFs8UV4zH1dqeUaH4F\nKqCfmKi+s6G20oS0o8ubo3O9huQLcYWXFuhz/kz7GrgjQgVnLc+DJfRIhsJcl+IUGRrK3FLudSyf\n81z2sO3OFFwd34G9K+UFqyVkKIQ64wadobKVrSotobbRYuKO5UpXP6cD+mAwFzAyHOoIbMyrWpYt\nPEpxLz0tb1QkuKQphCylltAO2pRB9rJSPvxbBqFqHujKiEqwZVelymqX4EV+uuJlOo0hllsuqavt\nvdNgSACSDwbX2sLHt8VJQpEzxkQPTOvjBGMjSoMy5ccqmV3y1EfiPF1OpQslsoGy1qWTxsN7gXNr\nb4HSG234WvL1PYCpNqKhijOqeW1xazUI0ChRgy02zZ5bsxTbBWgalOKOk3KrbAfoMTuHwGzCcu0n\nOr0IJPiNd09DZktPR7LypEZhKnY61p8RJUSkvOWINuPT2x5y8tDbikToa1FpO6FcE51ll/NVTC4K\nHlKlOpeedcCi6rWolQ0gWve//hx6nYssC1SVP5wMgNKyL6jvTlVOnwy624pDBj2TZOgFSwVbc+nP\n/fAty8gLCZkT2qsgaimTpVmNqiTYsZ19iJFfPycx95tSzESVJJUUpBUN07kAmxOFO19nLuw5OZOa\neR5Z1awrCoDnRzOWbYr9Ybiw5zawoB1mW0ohCiCRtcDcbHjvhFsf2dcZtlOvJ4kKSeXPtU33JVCa\nt55rr7VFoUyT4kaeX21oGjStwatwE34UL+1jgTZezki4eZRm2QR00+n0rrhOROtBs30SNMLpeCoL\nEx1S2WW0FQWFKKl+GTyhJGm++9hjT7PvHwpLoGIoSJJy0EJnqaGUyCCTkDS/W6Mg1YVBgrUy2psI\nTa+ydjv3uUk/rh/sa/Um3VaODNRV6kfzQl01niSNIr1InlOem3VKKY8yKlppVtiUm9ifXkYFFmr/\nAG4pAzQqTzg5TXSoSOtWMyUpqp1ymMMLC31yA+72LQTbf1AtfnFNo2EWzjy9CIHeu5yAKIfhMmJn\nCJUoPjPR3ErElaU6W/L5hbt7fphSbtp2yXbPkAgjDnnnkfvV4bUFBQqXOtDGcpS1wo63JswBC3fD\n0psngX7AbfoMQ2M9+mSlp9f7SJIHfWO/zqbwxkmMzSPW6QqNGeaD7bpjuqb1BKihRFgbK45tfBi3\ngXMQBAV8OWVLw0QSnlVerILEdhC3lsF1tDmlJSSkkGxFuL8W5F8VNInOJoneGMtRQ2LGdemNOalr\n8ZwNJK1WBULbX/UD9sFlUJIqsgE51snSWPRaPkGbOluSipiriI6httZLKFpLe5KCkj6TsQcJr4uL\ncCE8v5qndw5JrOM4Zfi5dz/OajOSG4kpBda/JKVJBIUApJG4BuPcYPt3FONAqGYplvAURX4QG5OZ\n1yXUPJYrsfx1qbYCfDd0LSsITv5AR+l/XFuOERxTQTzMtA8qE9PK8vL2Yg+tK3PAbKEXXpKAlO2/\nNgO3ptix5ONsprl+xJDool1CcbmVCS5sw6iDHUu1/O4nyKtfsf8AbFbEhIBzzNCMowkRQSnpdgpN\n9SS0SkXP8PBH9f64rcicqfWxlJSaruR3GpAdShele1z3t6YMBkQaowpUntRyh5Hm1WWl1iPriSkl\nSndJUEWVpvYfexNtgrf1xS68EpIVwqpULRA1FXsjZVmhMlww35EN2T8kq4SltYAWpSQpQIDgCCQb\nHg4DuMHOIE9eHwzohh1ZGE8aouZLdpE+DPhq+cbdhJnvtqJSEt3NkE9yAAb+uCA5iBScoMVABKkF\nBocusP02vrfiPKaSnxEBR3slY0KSfYpUoW9zi1LaSmFCaFaBSMNEKFLao0lxTi0ABuw5OrvhdfIU\ntIjnTXZhSgmeVXYrL+ZqdpjMrdZYaVJlOJ+lhlJ3Uo9rkge5IHOJ27QQorVroKjtF/GgNiikaaqu\n5NfEnWUy5hToaV5rJbOi4J2TrIG29tXpiSobcEcB/mlCbVTjgw8NauZLy4hNUYQ+p8ISgi6IxfKl\nW8qChJCgDY8cY5asqccxRlWjWsNoCZzpwy7lqLmWOh+W5LbaeVpjtqa8AMgCxHhqJJN087Dc+mNG\n202UlKikHt/FLLl+NJJqaNlenNQwpxDBeDlh42qxQAbiyU2JKrWIP++B9wZmR+eVDC5XpJFHV5XR\nIUpXjZcQpCwLqmLAWOAdx6Dne+oi3p9+mWqTlXybhQ4mvcPL6mNQFSorZQtJCErEgICdRsPIABuO\n/F/e/BaOZmp/qjooT516nzJ0N7UmrQktFoAFlpLmkgc7J2N/9MdQy7NfF8Hh8asxM+z8vpaWquwp\nSDpcUzpUkOG29+CD72uB9sEttXCTlXC4k6ignXJ2JnKvNzlmnBx5JcUhp5byiAAL3AJI8vc3GLLt\nD0ThE/GirZbQyxGs+UwiGgGLIW7FmlRWguukFaSDqIXsSbm1vQ4goLS3CxVVyEk5VN0u6dN58zTL\njKZlrQtOuzA/iG4B/bj9cUJuyw3KTBq+2bxAg0a6hMo6DMw5ERSlGqh2C8FpbcCUls6ikuJOkm9r\nixHY3xf+pXcanSPzKuoTBgirDPSOm1ujJnR577utCFJshKkKBTe9xz+/9MLxtJ8KII70SWUxINKP\nV+OOmdJaeS5Jlrn/AJaTq0+DbcjVa9yLj7XwaxdLfVhUcqqU2E5imXL0qk5LyJEr/jTTMqNvlWlP\na2kO+UnUSNki53J7fpjgfWpRaIyFVrRxrR+nc3IVIoDrVUzCiofMyUu1F2KoOqfcWLlKbdkggJ55\nJO+KSLgr/Z14TlVKYJ8YNXZGdOnFMq34jTKnPefjgx23JkUMtQGALeEhIAsq48xvvf8ATE/0t6Rh\ncwgf+2p5nOrVFMQkGhVF6odOaVU51TqWaEO1iQVtLdYS6A0yUApQ2kIXvflVxfiwtiVz+oUlLCSM\nKc41z5mPhUEwP6TNfGOsfTOn5NFOiuuLqK9RnVINPB2eVDcLSWwPKmwSRwCebnEFJvVv70qyGg4C\nOX1rqlJKQkJg0m9eM65Zr/TOAuBFljWoMl50qbWtCVhd2wQNzvt9JI1c4vbQ9gWFmRr/AJr5BGKI\nzpRzGy30w6b5ZnUx06ajVRUfCtZbYbCSATt5lDm45xzeAgoPKuYMaz0qfrlPV/ddlxQJiR6s67GV\nsk+G4hDl7d9yq/vi8OkLS4DnhHwkVUwkZpoVU6o5Xs2VByO545p620x4ileVcc2KtCT33CvbBuzX\ngjCojDvAZI4K4T8qqdYSGglWcc6F5ojfNUxMKEJzrcxXhO/MeVLbx4QOwOkXudrH2vg1e6ILyve4\nnUmh2g6le7yico5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"metadata": {}, "output_type": "pyout", "prompt_number": 4, "text": [ "" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "PIL's `Image` module has a function called `.getdata()` that returns all the data in an image in `raw` format, so if we feed it to IPyImage, it should display it, right?" ] }, { "cell_type": "code", "collapsed": false, "input": [ "IPyImage(data=im.getdata(), format=u'jpeg')" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stderr", "text": [ "/Users/jeramiaory/anaconda/lib/python2.7/site-packages/IPython/core/formatters.py:249: FormatterWarning: image/jpeg formatter returned invalid type (expected (, )) for object: \n", " FormatterWarning\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 5, "text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Oops. It turns out that none of the functions in PIL's `Image` module will return data in a way that `IPyImage` can understand. \n", "\n", "Judging from the error message:\n", "```\n", "(expected (, ))\n", "```\n", "`IPyImage` wants something that looks like a string. To give `IPyImage` a string, we can save the contents of `im` to a virtual string using `StringIO`. The `IO` of `StringIO` stands for Input/Output. \n", "\n", "`StringIO` is used to write a string to memory and read it out again instead of writing to a temporary file on the disk. This has the advantage of being much faster (memory is generally faster than a disk), but can get you in trouble if you try to write a very large file to memory. As the image is ~100 kb, we should be ok. \n", "\n", "Once it is saved as a StringIO object, the `.getvalue()` funtion of `StringIO` will return something that IPyImage likes. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "import StringIO\n", "img_output = StringIO.StringIO() # initialize a new StringIO object called img_output\n", "im.save(img_output, format=\"JPEG\") # save the contents of im to our StringIO object\n", "img_contents = img_output.getvalue() # read the values back out of img_contents\n", "IPyImage(data=img_contents, format=u'jpeg') # display the image using IPython's built in display capability" ], "language": "python", "metadata": {}, "outputs": [ { "jpeg": 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Ai7fzFS6HcmNJbd5IZ7dyCBs+fPqelaMbHehQMwYjHt/jWeLxEqV7vT0NKcOfYxX0GIyh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\neWhJajfck7QVz0NdVoOitPILqZSCx/dL0wPWszQ9KmeQI0TM65Lj+79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WV1EATHGwOcAL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\nkSk2TSQebKA9smHH3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G48EjOeKpzAWVjbSRH78vmY7jFdneeC/tRETTgbcEknOeD7VN/w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\n", "metadata": {}, "output_type": "pyout", "prompt_number": 6, "text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The im object has a number of properties, for example, size:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "im.size" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 7, "text": [ "(500, 398)" ] } ], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We could feed the data from the im object into an ipythonblock BlockGrid, but it would be a little unwieldy. So we can also resize the image. the `Image.ANTIALIAS` part of the statement below means the resize function does the best job it can to make the smaller version look like the bigger version." ] }, { "cell_type": "code", "collapsed": false, "input": [ "im = im.resize((125, 100), Image.ANTIALIAS)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "im.size" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 9, "text": [ "(125, 100)" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's look at our image again." ] }, { "cell_type": "code", "collapsed": false, "input": [ "img_output = StringIO.StringIO() # This reinitializes our virtual file\n", "im.save(img_output, format=\"JPEG\")\n", "img_contents = img_output.getvalue()\n", "IPyImage(data=img_contents, format=u'jpeg')" ], "language": "python", "metadata": {}, "outputs": [ { "jpeg": 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"metadata": {}, "output_type": "pyout", "prompt_number": 10, "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Aw, a little tiny baby image! To see what we did to the data content of the image, let's display it again, but scale it to the size of the original image using the 'width' and 'height' flags." ] }, { "cell_type": "code", "collapsed": false, "input": [ "IPyImage(data=img_contents, format=u'jpeg', width=500, height=398)" ], "language": "python", "metadata": {}, "outputs": [ { "jpeg": 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"metadata": { "jpeg": { "height": 398, "width": 500 } }, "output_type": "pyout", "prompt_number": 11, "text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can start transferring the image data from the 'im' object to a new ipythonblocks grid. First we will import BlockGrid as before and create a blank grid with the same dimensions as the image. The 'block_size=4' helps us see what we're doing by making the blocks 4 pixels by 4 pixels, and 'lines_on=False' means we won't see the grid markers." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from ipythonblocks import BlockGrid\n", "\n", "width = im.size[0]\n", "height = im.size[1]\n", "\n", "grid = BlockGrid(width, height, block_size=4, lines_on=False)\n", "\n", "grid" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "
" ], "metadata": {}, "output_type": "pyout", "prompt_number": 12, "text": [ "" ] } ], "prompt_number": 12 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 'im.getpixel()' function returns the RGB values (tuple) for a given x & y." ] }, { "cell_type": "code", "collapsed": false, "input": [ "im.getpixel.__doc__" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 13, "text": [ "'Get pixel value'" ] } ], "prompt_number": 13 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok, let's try it on a random x & y" ] }, { "cell_type": "code", "collapsed": false, "input": [ "im.getpixel(45,78)" ], "language": "python", "metadata": {}, "outputs": [ { "ename": "TypeError", "evalue": "getpixel() takes exactly 2 arguments (3 given)", "output_type": "pyerr", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mim\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetpixel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m45\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m78\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[0;31mTypeError\u001b[0m: getpixel() takes exactly 2 arguments (3 given)" ] } ], "prompt_number": 14 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wait, why didn't that work? And why does it say **3 arguments** were given? It's because even though it wants the x and y position, it wants it as one argument, i.e. - a tuple consisting of two values. As for 3 vs 2, functions in python frequently count themselves (called self) as the first argument. So self + x + y = 3 arguments. \n", "\n", "Ok, let's try it again." ] }, { "cell_type": "code", "collapsed": false, "input": [ "im.getpixel((45,78))" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 15, "text": [ "(34, 48, 34)" ] } ], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "So, to convert each RGB tuples in our PIL im object into an ipythonblock grid, we need a way of assigning the RGB value of each block while walking through all the blocks in the grid. By using our known height and width, we can accomplish this with a nested loop." ] }, { "cell_type": "code", "collapsed": false, "input": [ "for row in range(0, height):\n", " for column in range(0,width):\n", " xy = (column, row)\n", " grid[row,column]=im.getpixel(xy)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 16 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Questions:\n", "\n", "Why do we flip **column** and **row** in the xy tuple above?\n", "\n", "If the columns got from 0 to 124, and the value of width = 125, why does\n", "\n", " range(0,width)\n", " \n", "not return an out of index error?" ] }, { "cell_type": "code", "collapsed": false, "input": [ "grid" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "
" ], "metadata": {}, "output_type": "pyout", "prompt_number": 17, "text": [ "" ] } ], "prompt_number": 17 }, { "cell_type": "markdown", "metadata": {}, "source": [ "##Question: which of the following routines will flip the image left to right, but not top to bottom?\n", "\n", "* A \n", "\n", "\n", " for row in range(0, height):\n", " for column in range(0,width):\n", " xy = (width - column - 1, row)\n", " grid[row,column]=im.getpixel(xy)\n", "\n", "* B\n", "\n", "\n", " for row in range(0, height):\n", " for column in range(0,width):\n", " xy = (width - column - 1, height - row -1)\n", " grid[row,column]=im.getpixel(xy)\n", " \n", " \n", "* C\n", "\n", "\n", " for row in range(height, 0):\n", " for column in range(width, 0):\n", " xy = (column, row)\n", " grid[row,column]=im.getpixel(xy)\n", "\n", "* D\n", "\n", "\n", " for row in range(height - 1, 0, -1):\n", " for column in range(width - 1, 0, -1):\n", " xy = (width - column - 1, row)\n", " grid[row,column]=im.getpixel(xy)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have a series of tuples to play with, why not transform them somehow? We'll probably want to play around with it a few times, so we should create a function instead of retyping the whole thing. Here is an example:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def color_reduce(color_tuple, num_colors):\n", " '''Convert a RGB color tuple to a reduced palette tuple.'''\n", " color_div = 256 // int(num_colors ** (1 / 3.0))\n", " red_value = (color_tuple[0] // color_div) * color_div\n", " green_value = (color_tuple[1] // color_div) * color_div\n", " blue_value = (color_tuple[2] // color_div) * color_div\n", " return (red_value, green_value, blue_value)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 18 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that many of the divisions in this function use `//` instead of `/`. This kind of division is called **floor division**. Floor division returns the integer of your answer only. So `1.5` becomes `1`, `0.999` becomes `0`, etc. Unfortunately, depending on the version of python you are using, `//` and `/` sometimes return the same thing." ] }, { "cell_type": "code", "collapsed": false, "input": [ "print 6 / 8 \n", "# returns 0 in python 2.x\n", "# returns 0.75 in python 3.x\n", "print 6.0 / 8.0\n", "# returns 0.75 in python 2.x and python 3.x" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "0\n", "0.75\n" ] } ], "prompt_number": 19 }, { "cell_type": "code", "collapsed": false, "input": [ "print 6 // 8\n", "# returns 0 in python 2.x and 3.x\n", "print 6.0 // 8.0 \n", "# returns 0.0 in python 2.x and 3.x" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "0\n", "0.0\n" ] } ], "prompt_number": 20 }, { "cell_type": "code", "collapsed": false, "input": [ "grid2 = BlockGrid(width, height, block_size=4, lines_on=False)\n", "\n", "for row in range(0,height):\n", " for column in range(0,width):\n", " xy = (column,row)\n", " newpixel = color_reduce(im.getpixel(xy), 256)\n", " grid2[row,column] = newpixel" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 21 }, { "cell_type": "code", "collapsed": false, "input": [ "grid2" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "
" ], "metadata": {}, "output_type": "pyout", "prompt_number": 22, "text": [ "" ] } ], "prompt_number": 22 }, { "cell_type": "markdown", "metadata": {}, "source": [ "##Activity\n", "###change the existing or write a new routine that changes the RGB values to grayscale\n", "\n", "The 256 shades of gray go from black (0,0,0) to white (255,255,255). Create a grayscale version of starry night by converting the RGB values to a shade of gray. \n", "\n", "**hint**: Just because someone's grascale version looks different from yours doesn't mean either of you are wrong." ] } ], "metadata": {} } ] }