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@kwinkunks
Created March 20, 2023 06:50
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Unmapping colours from pseudocolour images
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{
"cells": [
{
"cell_type": "markdown",
"id": "839831d9",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Unmapping\n",
"\n",
"## Recovering data from scientific images is harder than it sounds\n",
"\n",
"Matt Hall, Scout Team, EDB Lab, Bergen\n",
"\n",
"CC BY-SA"
]
},
{
"cell_type": "markdown",
"id": "6ce4f004",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Imagine I want to get the data from this image [CC BY-SA ]\n",
"\n",
"<img src=\"https://i.stack.imgur.com/dAFPL.png\" width=1200; />"
]
},
{
"cell_type": "markdown",
"id": "18fefdbf",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Or this one [CC BY-SA Joshua Doubek / pickthis.io]\n",
"\n",
"<img src=\"https://the-geophysicist.com/wp-content/uploads/2015/03/FlatSpotPickthis1.png\" width=1200; />"
]
},
{
"cell_type": "markdown",
"id": "ff68c8e7",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## The recipe\n",
"\n",
"- <span style=\"color:lightgray;\">Get the data from the figure</span>\n",
"- Figure out the colours in the colourmap\n",
"- Put the colours in the right order\n",
"- Do a reverse look-up from colour to scalar\n",
"- <span style=\"color:lightgray;\">Move the data to the right scale</span>\n",
"\n",
"Under some assumptions:\n",
"\n",
"- We know the polarity of the data\n",
"- We know the range of the data\n",
"- The data are spatial continous"
]
},
{
"cell_type": "markdown",
"id": "7db63da6",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Start with some data"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "f60b4386",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[0.19770541, 0.1982454 , 0.19934656, 0.20095198, 0.20307213],\n",
" [0.19888639, 0.19942497, 0.20052332, 0.20212445, 0.20423853],\n",
" [0.20128211, 0.20181772, 0.20291015, 0.20450218, 0.20660354],\n",
" [0.20488359, 0.20541459, 0.20649783, 0.20807578, 0.21015748],\n",
" [0.20966076, 0.21018566, 0.21125674, 0.21281609, 0.21487181]])"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import scipy.ndimage as snd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"rng = np.random.default_rng(1111)\n",
"raw = rng.random((300, 300))\n",
"arr = snd.gaussian_filter(raw, 15)\n",
"arr = (arr - arr.min()) / (arr.max() - arr.min())\n",
"arr[:5, :5]"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b5f0e246",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f378a6eb4c0>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(arr, cmap='gray')"
]
},
{
"cell_type": "markdown",
"id": "c31a5bc9",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"\n",
"## Let's turn our data into an image"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "4245ce37",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[0. , 0.28431373, 1. ],\n",
" [0. , 0.28431373, 1. ],\n",
" [0. , 0.3 , 1. ],\n",
" [0. , 0.3 , 1. ],\n",
" [0. , 0.3 , 1. ]])"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cmap = plt.get_cmap('jet')\n",
"rgb = cmap(arr)[..., :3]\n",
"rgb[0, :5]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "77aa9cce",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f37825f01c0>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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3lfcbpHTuIcd/vRt9BDrercVKpXfPj/zvwNEXDRzlw2vlWyWIRYy1vLP3vrct6OtnoX36eSmIyypWVFoxB3PbXdpM/YXmtj/hBU/NorLMANcdrNj9ZyBm8aoJGxbcdhcfM/zU/TYiL6jbQ5l9EaU5DKfd3QcEaEA3QzNQJAKs2emr5urTIP4wYMEC6ZHCrrBRnzptVLaitCMDRo44eT4Ax0GgM0dHTKImVc/GmJbRuNPHPn31ipQKvXbd65mBqp+KXdDPpZPjp+YynprlrVlLJozn3nF2E38fADtpIrwrq1bfvaCXFRwmGMWg/NZISiUBJQXkZLQOpoiw45tdesxZBPopGewq1G0UbeKMExKt/dYtp9KE1rt4It5vkFJN32tv7G7zMSlvOXmtBhhbYsBYAHmQYs2pDI75VguDJn9nWcTv6RXmkQbnGXxKSOmU6oqwFKRlwzRvmMKKOVhamrkBzNxZVNcdwFTzZZBSy+k1kBrpheaV733c7K838IlImBBRsaGC6bni3ls7MaaEjn7KpImA7t5KnAit4UdtfS/4zm3oi7Zj0YNGkk2/qytvopsVmCVV3UV95xgBlBsIClI8lpgMMCINhMFx3fEVIVaEUGTblYBzUgSDU9xBS5UY7xrc6G8f27TeQW1bZUs8v1fLqA0jHeerfWRdjppvxFOZxNVXI5BjQInHqefsDOWe2pMotDY5HnXcfOlpQvISHMfV6OExvtTvZ4XQqjF0f18r7z9IPePo6uOB4WNK3g3GnWVy5/prjsoIpLQkmAtw5PJ7pI384Ad6Dc0HqUH7RnJILSP9PrSY3LHNigrLhnlZMc+3DqAEjMRtx9nuLvAuQAMpv58/q/Dg+VQjCvooJsUwwq6+jYSROZWkyHGSUGaDkkCOWnba7yvxrBgKYmpDObLq7MqZhf2a8sLCqwB9h/QuOu587OLTm+sDTHQNr72Mrts6P/cpBhlvBfr3OxPCgQ6JBSkWYfeBs0BotMWAykgS1iZ9HsgNBmS2T9u0n3NXdmuKpxqknMWC0kwTntzkFUJPovRjchSK8F6dwb7arKiSosSj3Jt79YktK+yPo14FaTAFMF96MvEZSbzn+xXInEI9f7xfOkHYK5Lv95jL4f0GKc0r52NFZ4B0BlKeJNFiDV1HY6Di2EIIPUjp30znncUiRkFlX3zn1WQC7E7xTKKRouw/M0mCEll2Xp99X0W4ZKRGlniOL1iCgtHLHnNS956lZJV9eszcXIBLS/ZphIo+JtXPm+oFyw5S1eYu+VJD2AfyjNvuVFStOtKQBZQ4Ibbe1I6U7IMSZFfmH4MW023jVD6ZpXxmQXHo6VC0k2qja/DQ+30DZMLvKLAyMqfZlH6i723Q8LjxLnG95Lsod7ECyeqN7QQ59Uhakfa47cCiCYuVXMMuPZ5ELhb5uotxP1l8nxNXC1LNiLnVV3ab7nvNKj5TGrVO2GhlwlYbi7UpjdsCbHPAFk3ZUroIf5d4k7H7vC3Jsaoz64Wtr3wilMzld6yA2tQ/bb+MtIO+XjMhd2c+Gu14v0HqeyAgpcVbUcA5GPGA4wEIvA4eetwor5emR9Fj3oXNNUHkCg90X1iAKUD5fscC5Ak2GJ5wTGDpSRJKRvmIj8tITyuWyw2XRQBFci9LNulnvMUz3jbLSS2lK573HM0vnZvvDd4SEN0olqUuQ5vsq/vUetqHYBmzUUoIKKGHlLUJpRkzbk3aqO+eXYMr5l2LlMzR1wZZJ6HokD8ZBf1e4bZXnOjiIjOs06nAeIGlXtFMFIEuMiokFTHB0uKrGa1AFc6JgPycPO7ugiyVUJGStSOnJerdurqfQaifEG6WU+8iZuKEZEo3C+vQnnVDygVpA8K7jFt7gXOlQ/cza1ZlDnsvSF7lFovKUd78huWsJxKAeTJF2GNUgJGEeHxouQdQWmQahwej3Gx3Y8bqvcI+0tDda/T9rLzfIKXC1NOtvRvs1GqieIJqdbt29wrO59QESgBKBHKQU3yN8vxKv+lz+gA0Pz9vGhPvZ8cd6e+6scuOrSO2nBb66y2qNxV4A6Q3NyzPL3h6esElMBGit5ie9iUQrvvSCLrpwhfzbl1dd/KEnP+WGH8rNFuFCpwpb5jyhpgLUql7UJvzkZYobO0aAnISyu46z0hBI00ZRpxQ77k2U8Lc7soOlaNOSpXtlYN7lsMjZSTk9muqC29kWjNi6LF6jFf9WRNTtGHLiYGroc+oL/oxxv32TM7xufan0dDNMk0wBmVPnPALrljqLQUonmPn5+zZsbaP/6YqmSZSUz4DW1Fn2SNUKQXMZ8ZZX7xb9EwWOI/HugB5itjihC3MXfzJJ4jyNdRbV31Uz+JBVo6RXX0dO577PadfSsiNkKGOvbK7GzWK5SdsWLTr0xCT0iUk9t6OY3A2ViNIxGpSbRJgChq8VY0utlnvLpNArQG1WqXWrcr3HBtIxAZSruJfAyfPHPQxsTOQqnQtjVn4a7DMYdceb7ocAGtz3e8bpssqsahkMahLSwirrj5ds+ds86szCXAZ2YKZgRM2zHXFVDcs+YZUCtJWkbaCmOuu5YYim5aYJNCMWDEloKQ2aTMVmXTcAvN9/jLRHmdcMGPDhq1ZXsb+6mMWoM8tjU8sMDpYeD3WdFZGcUf9vIeZ2OxXl59qIpxpUE/0IOU7l2fMMPU8yPtwPJM3H2Pi/sfv5MkVOg6Vch5scq2lKzKmX5+iymgCfTzKMphMzp7gY/rYFVnnJbdUSEUeqw/SjMkvPPb8Pv3M739CnOT6rAkoM5CnILTz4IGoh2v/nadBa14N3W8ZCrW2eyqQkhyY2FBbx+vjR1YZPSDV/btaWj7uxJGuTwdx4qMqmxZWEgPFlRSMogS4Q7OcdKZ70Fnveno8glQpEZUmw+RYkHNCDdXuVTWKGnogGYGUPqeXGd7ffw+kAmyA5JPzPfCMQIutqv24CixAWFZMy4o53bCEMfnBAGsEULrI3G2PRdn+49yqua6Yq4DUsm2YrhtSBuIGRA2x8KRnaqZAgrMmIE0VKBviUpCmgjUVhFgZYnZRp9ahEChmF+OwcHXohndLmxSdSadte6+cjU8WbF7IZe44Hqhmqgw9UeNUXrqOaJ7e/9tMpIGWfwAoVrz0Ef2zc30EIMSWrWNPg2QtwtMLuK59jEqYfWpT9ADEAMXglLrf6Vq1IJWCznvrgWkUjlGQ8sDMv5/VGbNqEySJ7KQTdxtAhdFiM+cJn4wUFLpe6pNMeXDqGYC+8/bWEM+m6vP6GfD4lEp2bt6f8X5qWivvN0h9pgKfpV5D6VV2Fx6AmDJSyghNkKR2XExSTcHNfD8rtQaU3DSFVBC3gpIjSokoWwHKAiAApWKf3Xnm7vOK8Gv7FZx2jRo960jdLv4cdud5Fx9vz6PfKy5vrnh6esHTZOvSqtXjXXpPHQjJ54/wMZ7wsltMHKfa505VA725rJi2DfOasbTVT4MC0z2QYrdTaoB1AZYVmG8F2+WGeMmISxHrKRhVV1x96sLUKb8Si+LlRI4OF8uG9s7FC+6RC80rJ9lfgDsNX0g7xEa/sXvFA5QHqcXOG1kAbAVg8J3dg/cqJwApiSVq/KOerTmaEaQWU08R6OdP9RPDB669ts21JUbOQpiI3s3HDL975Uwpec3F55THMuvcqIgtzDvsClEitr/DiFoH5Vor2kMNwI6seh+fRfe7ABS3iV9tTVx+owoYV5o6Fh/Nwv5eg9T0vd9A+GxfOWm3jsoOPGlqYKTaG4AUdc2Z17NZ76tW1oBS5X55S8hTRMkJeUtYAZSnG3CdgRClc+oKnhznLrRPNw4t+OP5OyAj+Qm2+mdFn+3GDwImSygRQv/qyrv6Gy/C+lFF/OgtlssVS1SLyayep0aW6LePd3afANQ3O+IEu/k8meK5vMVyXTGvQNJVa3WJbq6rW3vPM5YVuzmv2NmK0wbELJZQXiw1jDGaeLbNhCs0a8HTDrAJl10EqGMkIUsOw7ShhHlMerlHhDkrd0emMhUAU+Nf0JsvuuSvHqNmPZ+vUlIrjP9iTJYYbfyePjz2YFGSBH9nuyG4fSymlcU3Ik6cbd1xJTfCREXSlXV5NW1PnPRFx+hZ6E+tJ2bxMfmkgXxNzYqaIm5pGTouXyNOeMafurMBm+DrqeyAApUd58ujJIe+HAcoX+f2itzV8l6D1Eef/Rjhe/rKE/CpFO9tYBT6CYJARQrH1POjolpKRUANom1sS0LKCaVk5JSAUJHTJEr+qr0vWAdXECoQwbnR90Lfl+7GtqS8yhS2zM7YxaylKSCpdaTLeCt7j5eJ35eKzwgf3fD05i2elxc8hRc8NbB5apbQc0eKuLX96tq77laVnNeTKZ7x1mJb5YbLesXltmG6AeEFwA0INwjIsAWlVpR+vvfu+v4ZCAtQs3jknlBQ8SKCIloQmONjc+MBmua9gV1+fci69O3zmpvvXvHns4LCbb4fzEwdpY2xBjTqJJ5DrokaJ/pLt2DSzSimMnJjf8JieUJ0jpTuZ9ZfP0dqt4jIPctkCs8UtWNpaZlcdiuqU4iUBPFI0uhRu59ZUYO6lDlRwui7LY1eHuLOSz2+9ZE4cfytt/+1qMNaiyjhZjUBwNl6VOfFhUcoVnWWcPZTYUk9p48RkwOpkLu63UEKSme1inskG29BxIRNTOlgszkCKkoqyDEiBGGMxViBymIhiVCdQ++iW2EhBB0EC31WQNNjFLj22ET7q+dX+p0Hg8ofT5DQz8+w1FK7t6ciLBnTZcXl6YpLuOISeP4TM/jUGmIQ6uNRTxR/0vjUzu7LNyzbiqfrhnQFwtsGTn7z2i0vGqnv3aq7q4Nix4UiH2MALimjxBU5JCxhwtrNzZp3GvwoJuWT04R7mdAfASyOP3Ebj47ZQUp9vooiHKRkn6ECFfdzNbtZYio46VgKPX/ijDjB4PSJ/Z79a+oYHcWkbLFJI1rwNFZz92mk0dx9Oi+qi23VglibFdXcfMEDFFfdCKxGMSnuj9onR7EpAqqShCyxTWknSxTX87bm8uPpzSNqiTlOmTQxJkqYq8+c1/017i3Qgf0Y7G3Xy9QAzfByLOuD8PN+g1R8QYz9K6SuJ5l/m5lDctzYiuI90k9l4HI6EtFSCraQEENCbClxYig7AzBDYliYopAQlBmoyq8CjwLTDLOoeJDwAFBhtcFAioO7I42NQYlB6pn28RSZS0G6bC3DubLxbgREx4wSuo/TIfXn3ejcRqDIL5i3DfOtYHoB8CIgBXX1KUCpNeWBakT19SDNlOAiRLUagWkC5mlDDiu2aYKue8UpmWYX0/Bz/HUGSoCm9alNODWG34As0LUjFz+GPWnCf95ZfoCZ48EdWAcX1uOBvpMoArXrsst0NDdKBa1/vnvbO5Z+FaR68n2cLd3SJZmCYZ83ArbSWVF7nr76ymYP2ceItWideIDy/XNqZIkdpCLylJyc6b/3kyEYyo81VODBqAcqS6HU5+ljK8usq8ca8cxqGpXtwUmk7zdI4WMkNxCPINVPFuRKHFlTGZwt2OYDmM6mImtCxIwMoSFjAmIUiyo0d+MGQKaPB+z05Io+szkLW/1Nbt3vU4HAMXFfJvqrcsfHoRSg1O2nn58r8AaIzzdMz1c8XYSxZ+SIa2cFMSip209p6ObqG5AparvW9Yb5VpFuDZw+hgASA5SC1A29G4aBSutKZawKWDUwOL0NpAmwAEsqqOGGnCKuYdlBiefV9GtgbV3rm1e/xThTQYlVCJ7aVr4k+vvamPda9zCDiUrIxR2olTQa3h6kdGvX0/rj+AmHq/i5/LPes7Q+cVFHlDT2eca6+04vbbM9e8meXaLsZInAMSj+yxknRiSKkdfK0+4H9VJbndbUMktMkv5In9bsQj8RwgDLSBFm+eixIIDSwow/28f09YCRq+/RmNS7xK7WTwNIfYRvHl7gzJICHiNJyFnmsx2DlMz+loxwontPYcMtLsAiYKXatYSuF3TzZ/QRGYgC/eXpKgkiqDXRgMqfbwWklCChIKXfP7ph+egFz89v8Ty/3WNHHIdSksTSQIuJE0/7XyNFjIgTzx+/YGHX3lsA30QPTi8w0oS6/NjSfG2OKlteLHASgI/F7TenIsuNLD0VXlIiGUnCAu3iMupiJSHvJJz9/vfcfFN7r3cp+k483WB/d+04TIZgbccXdfcNTL2R9c1ZELxFNSJPnD3/47LLnTqOQY24be/0exVGX6LJu3s/0eY8I+e8Vvhd+d1PWJLrBeLmi/ffQB5pRJBAJ5vsWLOamEwhJRyO54wTHqjugc8nI1UAayerz8vvApCymQGanoNLchVxL5DXBxctXQ4A0mYSVixIkBVcbQH0GbEJrHWZMU3bvrT6SwAQJiCkpsrvD3PuFmINTIWuanX3QMoPAnbnccqjj0Akigp8zw2Xj97i+Y0A1FMw0FlwTAr73IgSTzud/NaIEwJGClqcv+9Sbnh6ecHlYwAepD6GAZRaU1f0canXQEo1fCVbMEOLCW4TEGYgThXLlLEsNiFZ3m+BJbdld9+INNGC+iljHS0l/6glMTqOiROeODMUoMmdPCr+Ju078y7O5s45NloXxhpZWJ+4GFHiXVdx7VmAXnQboze5WNTuymNF8F0LW9DcH0du+PZ7TkBOUZLIBn7yRyHYv6E8gFpZI0uKa4b3c0xKyRT6YiPZeFYeBa1PhSX1jI+hGcvOiBAepAADKu9rZZOZ04jw/ANZk6junxMSzOUwAyHscQosEpcqJSLHghIn1DBLfIozRMhNx3GVK8zN94glxeeO2H1v/FaBNxnzmyueP3qLp0lSHz0RCaInQ/i0R+wO9L/rCr03LHnFsq1YGugEtpY0FtWYfTtQKQX9jDjBZcVRCHCIRrfJ7hEnIC0Vc2lrYwUDJRULM33v41Kmp+4PEwuQqphpQE8qeKT4tvcrLbOhBFBOP74B+0DvldDXDbv2GJBGjL6RMuTjL79NZTyFdbyykkZp7LNOyKbSmi+wW4/71tkcqZFL1/e3M5CK4uKrBFI5JCJmmdXjI2/HR/GBvwCdMsMuPI5F6WvL68XDcRlGXwc0M0vcj2d6xIih9zhIza8fhPcepF6wtBjQmXU0AikAd0GquG7OnCDVVzIky6/ui9SbA4T1FWLdvSu3qGsZqaQJ5gJkueI7eERPwebNF6/pqgbMhIkOoArCm4z05obL8xVPs9LNbfPsPZ/qSNeM4sSy+nlfKr6sQpK4FkS2jlYcQcnv9+w+BSrgKI/13VXQeFZVatduW1iBuFbM24o067RJVT/6JR9GfKouDB1lq0qgeITB6wFsRDbwxAQGKa2DTnI9gIgsTBl4fNq+k/k8B1AaeQP4++EZX3/AM0bZeDWkMbGCs4Po7wlFMuiXilCqJAoZESPY+r4HVP47j2E/njk2pUAVINNaQh9B61l4vM9nkOg3qe4xeWJUp57pp5tUgcW1Mvp1qvRcBj5AjdExSPmp758K4sQbfIzLSZzJ5Nbrfk+FFvXDcoqQI6NGlnEQkMq7WOsHQsYKIVSEuSKk2h6oArEix0Xcf/qkZ9q+WkN+QutZ27IQUZCaIIDErL7PQCyo5yIA9dFbPF2UHv4Wb7o40xn9/Mjw0/Wk9jWialvocLvhctswX6vMg2KLiUFKtxFQjd5fhYqn/LIV5QUFX78B1bRmpFmBaOvo554k0TPISIOPbrmOkZbtyxnBwv/OVpS+NxcP2veuB5y7nxiUOIWWJ1LwuaC/XDxIvWOy+HvupL70ok91f5++SpXYiIJYdKuSBmkEQn7/a8/vCRJaWOGk9qxJEiLrg3uQMOvpCCDnG1s4liLJJ3i1iThMgO2vpcxmtZp4rpXJS4t9ncWvLBjDzyRlO+SaHJf3GqQ+i9/C5eRF71lXvrCPVQORFX5tFtN01JKa2l+xpkzztrWL2r6YES9F4hZTxi0VrGkB4two6gAmClzfYKslvEDA5Z67jwUYu200JtURJ2qLQ2XMH73F5c0LLk8v+Ch9k+JMRoj4CN/cJ+X63zgDusapdF2onfVXXrDcNqRrRVBLiV18zOI7s6RGMalR8ZaU1g2D1EL3yEDYgJQhWQvqhhTG3v9xTMpJtpjFh+jLa2SKs6IuP1VcmGij7+bBr1vWA8dY10nw/qDcsMLDuR9H7j6+1yd19am7+x1KP8m3bytO3MPHnRbO6vJYPL8v3nLWuvDglWQaxH7bFJFTQg0Gs6YYm83+SFGZda/0GdN7WjtbRKyYn5PILP5VT0HqPH71qQCpz+CbuJyYFY+ClK9EH3UAAm4041v+3nBrWd4YpIQFtrR5NhNutC+GIi6laUNq2zYvyC8z6stig1+D/iqcLzAhzW6+Mwr2GUixJfXRFZePXnB5vuIyX/EUBXg+g2+4rBJmTXHqI2P9XXdyRJdFgrNKXG+YrhA3H28benDi7BLsEvRWpIK0137VDTaaO8auQq7TRq6YrkB6kzEnW3vobNPENMGrMVNuSYzRC2oGl0dLgPWFCT3jzB/3CCgwSCrAsPDUNce47/AcX8/m48+8vcN71hJQtoScE3JJ2GLC7C7gBee7lhHxIiFTGiT08c1Hs0v4wsxSbn+tJ7aEWx+ReVGQ9aIcxGo5J0v06ZG+XYVjUqycM0gZwEkHYu+TB1TvCvTPmh80It5rkJJcceNepQbyveJ9rDzJzUKwCRPWvcNofjeZLLhCKehqJKtestK+2Fx/EzZhAS5PiLFiTQVbytjmjLxMwDw3gAqWLeKKPb1PB1LvaknNFbgURHXvvXnBJXFGCQWnj42N18WmbN6TZEJ/2WNPyu6b96U7Vslmvt4w34CoRAmOrbFrT2nmK8bxt43OUXAeNfsoQ4Cer8QKrsvm7qsZso5QzIjBNHE/J0f3af/ieTopZcSUkbvs+9Q+HlC8G49jUGoNjtqXAfiROI+Pj7i4SGdNeXffvbjUSDnm652VnZyw+7n24tP16L5Hlxl/l8LuwXdyRUZYP7vnruU25bqPmkDWrKgeEMxe9/kbzkKRvE7UvXIv1ZHGnY7eIwap3vHt2c/FHauOV93nY2b50xCTEi3/DKT6OVK+9CwVnpUdwAAlbj1rkI1ASennRzLohgkzJtK496s1vmucMlLYsKaMOGVs04Q8FZRrAqYEbEE2FVgepB6xpKbaXHwFYclIlw3Ts8yDukwNoIgubhNxz4gSTNPWNEJb93dPTUMU3wNYsMtyBEbqevGf/SRLHrUKBKwN+3mtxW1071SMEOFTH3kajemMFJZuS7YEntA7CqyPSBUcO/NxrUy/e7DzeWN98eA0IpL4OCYDkwcv78LyxAlP+hiVisYWOPlpHzEs0PiY4I7/NgDYo2CvUwEi+rGnfxm0fP2032urPyVMaFXwuwPe/nutPGZteiDT+mP6uda3PY/S0W1eVR87MyahykzArGAjb0R334Dy6WD3vcXzHZA6hgzZsu+DgCOAGpm+GbLMuFhF4vDTMLtYV7o6kbj6AOxXW2H53lIomGLGFDNSytjmhNtUsM0Tym1GXScBqSmQMA33LakAIFWazFsRngrCZUWaV8yXtS278RaXoKmK+niTp4/rkhy2NPzaaOW2/Ltla2h/q4JUBXQp7hEQ8VZwBCcPUKY6jq2mhD5DkAelOrh2u37Mx0B7ct9F7lTo0nGBhjIC2gKaGDP72FIa/T7afw/MtOgE5VHxbigXG+lAauTS440JE+zWTDh/J1+c5K21CcVqL9en6/EI4F1IR3bZJyrB/T37nb/7dvEsR98X6Jga0cWg+N21RxlQnTPz3rWMrsCqln9BT0vXrIjMPvTcV7WgdB9fw79D6bJpn5f3GqTe4GO8eSX4xsFSj+iyT8XPKAVSnz9LLacZK25YMEPSI6moZmN5wrRbV3NLYSpinq+8YUqy3eqMGAvKkrCtE9Z1xnadgSW1yRQByPW+JTVBQCpVYQNMBdPliuUiCxcu04pLNJIDJ359wgveNFefxqCUEMGWFK8NpWBmazE1N19ZMd+2fU4UvKvPs/XYShpZjWf7uZy5xxjgRsDY9lvyfAuyx3aygZYpHTqMU3PlptCUjVhRUYFEA/KTEicAA14FI30PFX73YihaB94NN5po6ifrJvQTfEfg9i5ECe+iLQHIEWWLstxNMkVwPwSxE3K8v48jewH4uECvABDbGdpv3jUu5euAwZyv20oJ6u7zE3Z7d593NJ/f/mw9p+Nx966jxVtMY5bzmWvQ4mQFEblqWx3TLZX6KSFOvPkWX4ERnhdkUAr6iuVgSd0wY8F1d3Kpi+vSCBUbpkasuGBCxg0auVpb2p3eYbbqL4vca3uasOYJ622RdavaQC45opbzThZTRpyKLPIYC9KUsTzdMEe7ky2t0S+hwYw9WyvqZSdLsGWlIPeEYyaKpV4x5xUpl95qYvICMAaPd/NxfOvFBcqZXg7ghCQhkXaOT3Ul1h4MzuI3wPnE1wAjTvBx+qz8+V73H5EkHmH3+TiU/8x/+T3vvSsXZtK5UtFnN/CCsj+uB64RyWBycY+MhBgLUqxAyJbVg4uSbbTu9Hm5TbSwteqx0QP5JPpm/aQKiyvSpHmvF53+IkQuAS5VpNRzlFBwRinzdX+WjIo9Skz48N6n3Z1YIvJGbVoCaomoH38KYlJv8E189C28gtfUOHiog2PG2mkRa3PmrS0WlbHt+d5WLIjIFKfS1WDWDpD0040iOmsQqNpajoNlmrCmFbkKA6qUiFLEmZ3zWH1N07avdJpixhxWTKHdISgUrjvz7pg9wggSfr0ojUX1+8zlt3fhXDCtBfMNtqIuWy5Abzm94/yZ3/6inniRXOKl6Wd4GLept7piLIixjl/JadOfuChAsYWl5VEaNFtSDFojksTIwmLGGoMVBvd5xaipgPRnR0E3QWcqguy3+UPeraTXswcR7wkH//f7BpmnlBj42drT+tVLaUxq1IZssY7II9z2AagxoMR3Q6qE0gGIRosMoMr+jgpUsi8gICISmPXXHVthav346Tm8KIq2kYKVWE7C1sw5opQkLt2KncmppVagXh+T3e81SImm/+4j34Kyx7VVOBDIGoN+nloDqfOPiRSarcD2brslZXrIvN9VyBfb7j4UVuC25/C6hdb4URq+QqKsuZ6AVMiIMctcn8ALv3VwOAQpP0F3brEnv8QGx6F43dAJG6ayIZWMWKqty8OC9N7sfS7s41fXFlPLdUz574/GRgYlFsBHQeSvn/dvny283aIImrtPhVKkv5684GMVfGN+7+z2Myj5+JS/1hlIcSzJg9Nrrj3/DrwvuG1UyGqpVTRqVHO769ITUqs4jE+Lc7DT1c6r7jqmclCEMUaURlooEYi+LRgwud59/QN93/PvTt8rtZVwR0JLg3S/s1oKt+j2VZTW//R3raGMuO/T4+QxBGWtxpgBYoUnEB+zUfR0+X016zoJONW4r1YuynWzmmowa6oGoATU6+Vw71F5r0FK3FKPgxSTJPR7dQ3B2ps2hvpyOS41YcKEDF2JKKE08MrN9tKMBUcPLje3zqRiYc+uiowkoJXuL+8MYNdzbA0dXRupBylh8vVrPfVrQJ1txuibWk3orA0DqdIve+DX5/GD3As2FhbqdvEgpa+v1/akgHtMsxOZEAsQ6ohL1ieWidB1yPi3Jiobw29flsWz64AjSAHngOXfgxlm+i5+EizHv85AirX9EXvPW1wepPx3/9z3yk6AEYWrFFUYVfS+tibSKBFST4HmJRH9+C4IwqqLQWWlpFocgZQHHP6Lwf4RUHN7RGPeA2JR3Wcn2pva7QxguE9qbVQowaccfhdrTG2rgLxLRGYlGWPyqCAcqUUbJmzNetrKhJIjtnVC3iQ8UZoXCBWoajFrxV8/Bew+IU48ZjYfkzMeNQVAA4Q9rMyNl2dmrlk+Ai+3Fm1aOouJpwWLRTPvzECdMyUOwQkzbpA1Yi0Gxj7fEcHDlx4E5Sxl5PHaSDr5Vj9rTMpbV+bOO24KgrwUdxwtwy2VP45DePdIomMz7Tsrga45EsC8T4/3bphW6kDAsluPvfipEwBU57EgpAykAoR3DDz4uJPdzEp2+xT0+ZhHQOps/pPflju/sTLgLaxHSmlmDEg8NnBgtztgVpHm+LDat7k7PusBABrHeqxcb7dkUpTYKSROFNhyTd2FrG38+wX3eVQ/fKk47mvHohaUNbCBT9z7ZGx2UkLeZZkSfI7kEiBRhygo7ZUKwslAs7pP+zXZksqI2Mosk7IbKK23eQcpIX21v2h1qBWwfgrcfWJJfbIopHVY73PtAeG2g4Yxb1YsWHDr4kwT8mHfutsgbMfsaVe7WUZCxrh9CyBVuyO1Cy0tXjS1aNe8Z4dYXwWpJ5qwyxu7ELuQas5Im1glexllLD8rClKaZUH3AWPLyFfDPUvAB/pZcKONoVeFhy2i6eNUw3fR+2jsx4+2M+LEvcLBew+6HpA4qO/r4RHa+dk+vaaPR32iEnbXUE7Na0BjmoUiYOO2oF8PqcILUAvci62fkSExnAhZTTumgpgK0iSG725QjKwlVZrO5ifef8V3ricmO3DsU55fLCb28ihgFcQhSOnisGxL8TX7e4/jV1y3G8unBkzblnZXX7kuwBYFoDSdmVzE6u/lsbp4r0HqM/gYn3nIxyDFU1n9rOhz4kTEtgNGxNJIDyKsxbl3awBjhIkZnLzEclPY0g8TMrZ21gJdyWjdj1r2Ixl+7lNR2fuu9+5hk6Fz3WNPM3iF3RXs4uPjUwM+dfHNWGVOVCFkYsaeLxP9poDE1gDP5teilHV70TEbUAP6rwlaYKj1q9bNRSbv1t1d0u9zfKaUEVMRS4qflS/JgHDWlCrUzshPWof8/mcAxVr9GUPvHhiN6tKz+NhiewR4dzdwEG37UEaL9Jmbm53aKsjPUwhJ+5giGg8glVPBpFaSPjszK8P+AOfvpnXsX+ddrMv9UgXqimNA0n6mxYgS8lCiE9XD73ZMaCAVO5DTWhJ7ql9n6m6poZEkWvxJ41DXBdiSZM7Z0M/v5H774OKf7zVIPb+94s08BqmKI9XTJsoBJTbRE2LzDbd0+aF391mMaKMIjCSO1QSznAJJQGEiqDHQUro6x5+UXqEzsTbM3SBTbYXjZF6QqvFunnhzWgo46WyurQOg2VlTNjGXmXu8rLo4J9mu3GE0Z6QMyyqtFc5uLO9OUddegi0YqwuE6efa/nIsR4PYI5BSQamTT8/cfyxU7oxJjZic1bdNg1TSRO3dPiy4PckB9PvoO7v/OCYFHAWfj4noMf6dR66619x5ozrkzcel2AU4Kl3Y7+ygNk53G0EuruqXTRU5xkv63PUmirdGeyooKEEIBilFlFQkE0SlR27fO3ey72/aD/mR2e35gHXODD1z8ZllpD1M3iYgN/iSffJ5woqAiXAg7ed4F6DWht5Dr9Ogu7kXx2UYl1ImXxaaedkmsaBWB1C8aKvW42PTpN5vkFreFiwnsTdJO0I7XGfJE4FVW6SuW3ysLUC2YdpdEFODlQxNi6TMPrNeDHR8fCjvcNcTJwQ+lDu4wTKrmznvQaqXUKrVA4DZWxaTEqttDFJKrNhz7hExYuoAytZb0ut3Ye1aEdqgDuwO8YJuw3Egj0gVeo0yOP9ssiXfyyc/PRPWbd+jcQLLAwB7dw3PB8kmss+VGgXRR9/PiBMMTB6kRi6ps2udAXV45fcRAPl38Mf439+h9KSIEUGCE1JFGhN+ycMuq+JuPejoSySWS8woKaCktrYUIAsgsvIyAipVwDjeyW3hFYaTwnkljIln1A+jSWjsSTtDRt1voLmz0I7ZWvzJYn6p1ZcAVECi0auWm691j8rdrzWi1GjkiByFGLFOEnhb0QOUX1G7QjwkD5T3GqTSC5AeI4h0Wk0FMLU1nkqou8WVp4ycNpQUxcIKwC3OyJikkwdJNKsZ0FWEJ0wokFVdVdQrzLDut3bDiZf1yJjbdTNZVwURltzW3JBa9DMH9RmgNHak1PgxSBl4HckSZjmpq7K31Or9eBO7rDxJQl7AXHsFEqhX7UpjBGoRaQdXa+zsvixgdYkJTrg7sqaSZACo4ShV+DYauGZydKdXJtv2tYIYEPT5+Bm0Odni5EdgYflIdgm2jvQ7P8fICrpnJbEFGNw1PcDxPn32kaAeCG6t0T5bIq8kGwb7vWXVp+0xQOpsfuT2SwkFOSbkuCEm6ctR6zm5x2TyBLP/tDwISv1Lq+lmFhSTdHifWUJ9JFThZGrfuL6kqk2p0vqdEOhXqR9O86VhgwCfl74vBlICVDW3GFSGARQnjdb4tCqknwZLCr8F6zCPuFGbUGCTPpHwmCYAqKgxo6aMnIAlrbhdZuQUUWrTxIKuJ6VuPM6MnqF5/dgtpsdqnMoYf+vu1hPfuSWxZRZNnxvrvPTECbnaAlt+gkHqngtQwUljUuymNJFghIlDPbOrSl17AdbjbjCBpstnXOl8n12BWX/AOVCx0OS0PpzZexBXyalnLWkR1lhf50eHK90+CsuvoErn8rEcX7RO/AVH2Q3O9nP8KLj93s2ox/G2Pzx6q/MRMgXc+aN7PRCnKTmhxuMLezKEFp4icn+TK3D2BIEuUzDylIAQUEPBFKrcxWsnj6RKYoB+7dBakUpBTtKfPBjpX7VctFlFj6v7r7It+/eI2mLbggFq8QPA3EyXtX1XkoXIhY2UhNxeRSNhGvsSpXpYSsCevk2tJp8OTfdr3T6Yfur9BqmPcd4pzgKWDGhe+yTmUkjAFAW4Ul6Rk7gGc4qYFgapbQcUtjh0HpV6w3mCL88v0iPESnkcpJhSrx1KXukIUuLusxjZGUhxrExJE2dD/9XiNXptkxt0XPUsNQYf3Sb060kVd8xrIKVAxSvM6rpanjQQOEUWB+7HJXqgRkYKuc2VatfdNSj0fcy7IUG/cYZ2Ttmj19SM7mdF+/3k9o2AUq85ArORm/Q1FqB3tbLlNbnjPmF5DJg8SNlnzbHZgVSUhxKXtbR4UovW900LH42zfbyiMMe8M+/BbFFl7iqg6H51cm6Yu76oGSgUdjR0sEEW8BTrqBK4y6ArUHZq3X+3Worts8G5XMeeZ1S6dG0VfQo0nxbt00acwAvOO4R3PfB+Fgzshmm1EZygSwVICaipoqSMWK7IKQl9NebOkuLZVZxFeyWhZiSLss+Tkker0OwV1ukSNDKlvnk5u9c6edKerXVkVhvDnidEjEkSx8nHUpTYe5I6IjYvxsjC1boeaanqCshui+77aNkOuvfe5ios2d03mLRa298So8ydwflKon2ph88pFMQo60ohZek07NZj4A6D71wn6irl+ruXQoqv4V2LHhS8G8/vG42p14BldE12c55cJ7S8RDFyMLMvNtE+0j72HHnihPTaDZr0Wd2AogSumPbxkoKkMUPcxAJOzeWVxmx0AGPyyoPAGwDEUlGz5IvISceTdv7awl0GCtN+rsybUnABgBkBEsvqJ/eyy1A/m1Um9Syuv3WPe2mkPe8yyJyn2sdt1hm3T/tVxyQrkaPk0HrCY6n73nOQuuL1N/ADZQRSLBRYyCUAs8TBVaCFBCylIM8Vca6S1DUUbDHtHYDjTsdgJE/H0GNUjyr7PvUTR7C/3cgTo5Kamc6JYNg6UmutX33WzXUiYBqFsK0ajRysyw6UKAC/hzC8kNU6VwZfdFsd7PMgpdosSyluWy/8fcqfQR66oiCFPkh/r9jMf7W/2qz/UBFSE7ij2I6P3fA+fmcffPdKF7/7GVnB7/PEBn+/s2fwn0dbODmOv3cVWIFYoCtWhHCs8VEP5PRHPkOFESciOEalvZwJE2ovbJBJeTEU5BgRUgVqlnRJlcJGXOdcpz5NlVcUTopabbFU1FBRQ38h8bJYUcNUZLxFlBSUcgMpVSAVmLTGeJoN2jUUlITFbBaUygqef2UJp4g85JUKVhz5s1+Gh8knD5T3G6Re8LoPeKTN37OkPHCpgtMAKiQgtBQ6sWyIU0GaZEZVDQExmE7HzB0pLFlCp6lY0FK6jVpUFgUyLfFsEqma5F6nnPbhaJ3Q4mI28dcv8tdX4zh3cg2hCfgGUq3+FNi1yvcPLDB5gqS3pHQCoLeiRpMCfWFLyhMm+HsDLYn3JuQwXhrC14Oxr3gZj5YuKVTEWHug9Jv+xkKcf8+0n4We9kdg7Gryx48AzgNaHJzHgMpAem/j89ka4+t0z9ZYkMAOVKBDABO3DF+Wm68nURiA9cQJWxRnxtwEcmk2FVtUGRkxJJRYEVJFSWWvot2i0v4Zu4fsH15/G+mRbfhzisdYCmoK7SaqxAZM2GBkBul3vdNAgUnfNu01sbWakPMawYmAvq/jQNR8UYAtjJFINjiZFs5yqbv3HQHVSMG8U95vkHqL183s0RueWVIquHhQZtrXXEYhA1MB6gKkrWCaCtKSEZeCW12EijzQxQ0w1AU47+AkJSCTtiIuv7R3lQKjpJ8VDzIJBXNLW8QTT9WasmFcdluNn1ess2NvUvemljKl9r5lp3PHINZUzQLsBxee35cG+7eTfUCfvNYe2vrEhJ48oQC1yFZnsY5Lwl6/I4q/tEzdWyEO6oSnIQC1ufumXvnxMRx2j40Evy55D3p3u+HxvXX/GZDwsSN331kGCU+oGG0c1wq0jwkq+3HV9oWKlLIoNgPlyBcT2Z44EaHRFd2nbj7N02CRFhsjenxCQo51tw5yUneZ9OOanTdS+97ZUGRfYRWZoVWwY3XlSd9VjvPu0Mao1efO+xvx+/K+DRFL2ycSY2t9smf8Vahr0WJWRlSxkTAgSuG4TE3ACeYosHPhuOsD5f0GqY/xujZ9HewDxoMa6AewDirNYbbBmGhtKfQ4A3HRDncD5tqsKe8e6zUR2VdpvxTj00g3Y+aOuvLOgMqCrTxLhFfJss6mGqSCplWRaWGvlU6YR6BOQAoBNYu7S42poH6KABNmHniUFOD3j469oPdt3wtgKyhpTEpJE22rE5AnSyzMZetEyrFwfQIN1GNGmjLilFFGqYdG33VTSzHQPm8NaWFL8ozdNypnxAlvSZ0RKu4VBjN+Hr7PvhWEKQtAnZSRgjRSJMzbsO1Cl53ZsdkJI5BSANjaQ1cEIMl0FARRuGo2I3bvy9rPzh5f+66yWknZiGpRJYBnvocIhGCwOlqjabzPJyDIbTpLRIKu0KBkraVFwRfEHZg0M7rG/yy8IE8Wu2k13TbJVtdyKoq7OnnQeuLyfoPU25P9LKhG++5ZUh6kVEB6dlIyF4AK4zmIlAmqLQI7VHUxHID07ogKmc+kMS05RzqvWEGlQVfZO6POoWDBqsFWcUNZN/NTHeWYfqmJdNKD7F4Cp/I5de+yf+kCyUXSduWKlEWT3HP6RViWdE+S8PtmHEHKs/u8y0X/Mkhx+zWlo6bGmk3SqL2b6NxaZRet1u/emo04EaeCkiD9YApjq8OD1oreVaZ/S3fzo8uJC783cOzXWjxBYuSW4/2PbAxIIwvypCgBSayY+24k30MVrCzM31tTPWFi3mHLwEpTAjVVIwCxltYnAF4dLHG9KzglnAMVP3Q7JiSJc8VMw6YUpFSRY0FJUdaaikAMZX92nfU1g2NvHqTkrzIYBXw3pEaJ6mNZ+mgBGdP+uSASD3lqDlLxvFzbenkMj63KBHmVYXavHvaUWLhPBKLyfoPUFcdBBRxjH7zvLCDM4KQaIVOCdZM4qwi6YJcGgBSBGqjHJvMDs92kuh0H6AXoNihhVopxkNVE52zFCmj9azOR2t/dnqL/q08wKhyFsQAsH6/XRagtxZTMFQq1osaCEitSrND0fjFiz5S+Mym1bj0Q+aCrD8De08xGFgvFpGqUaQVKmlCQes16Mp6U1iFZVaEgKeszFekUZ0Kd4z3a55hsovXCxBIto/cekSDO4lLRneettRGpYnSt0TspUJ6NrViAWBHaIpG6xInEOaxeAet9vjARQNUtU/pAvxkgmeOq7EqeCvoIpSQIU67EuNPRQy2iYEWglmZNqUIF95mLtp36wpo3IQCo7W9sbsFQK0KsqKUipyIEDqBlvymIUckNFoFSB58mZdPIs7D/hB2sTk+uT/byMGuSQeoGW61B3X/G+iVLNBaE2AJtOv3inuX9Wh8elPcfpM5cHDty0D5vTfGgTW4fW1DsQz3xpYYg8khK89sEoLTFzXToSYP3IGXgVcCOPA4KVwjV1MimKrcUYkLXAbUTjiijaubrmfwN3S/2bLEBFPuvuag1WQIQUkGsBakUlBgbtbcgFjkvbZLlYyehKOA0i2uvZ7+qL1tQPgg7Kn5iKlHQ625JBeTIOTSO0USOGxoT00gTHaMztC0VUb1T7F3H/DwjF+CMPg0Px+u0ov1AZ2DxIGIv0fd33u9x+ey4M6DyG4+vzjNR2/eK0JLxxiTBHlWwWCXSuh+DFPd9v85UD2Ceom7eCJsjpN6BDCCGjBJMK4ixMfCSyOHd7adyImLcD9VaiPRdLaq2L6qrGzIWECpirghT88TEiBIDUs2oIey5RQsiUhA70IOxReEsiSwrU9pnWTFj+WT5Prc92YCB1EawKP08pSxjPMjzSzDa9RPuQ5W+P1Deb5C6YYzafoAxUHl3H7v2eJ8G6C+0T4WiB0aq9N2zXUWa1iUg12nPBShuPUApFDpI1K3GubnUlcHAII+vUKZe47Cfj32Qv25LC/iIGsjPYtVoPjUd/iIT+wqtsOzxMiAicgBKEpdATgmxlD1QPEVZe0qVr1iAtAlAVQKlfX0ftpqYTAF0A/9QXgn2lyRWlOqGKvg8rLPQRKt/ZvV5UkoK4u4T90dz9+mEYnU3KsgqGOvMfLXUKx3LfY0tLRWCI7fdvX3eEuLjRuSJM5ffGfHi7Dh1f6aM0IRbSs3yhGWbf6Tv+tKz/I5kCpvQazGpAiZZ2P31fEQ0iri4hVHFmxXkho8F/s/6p8altGoC9tV7E9p9AdSY98m/OUXEScwxZdVyhCgFsaUKvdPWvbMoUz1j0PKBcnrqJ7x0gD5jRsIFc0tMoP08hbynAgtTQW0W4J5tRbfRnL8HY53vP0idoTGDEXAekzoDKdVqdZ9m5C6wFD7exwr5G1tnK7kglYwl3khrCeBMFOwCVHef6jwKRhovUg3+GC+xmeuAzi9J3T4uej53Ut6vGmokqaYuFHEyMHXdhLOypHQQsN86avJVVOSl7asVKefmky/i82/AlZjJ5+NR6hZk4BoV7d1qQZEbN09AnoKsYdTeU/mNaIKOS3B1bPE9W+tnb9eQkdJm5AnNrnHD0XrSvnbB0a2shAZ9T433KLuR313flRW0M+LDGcjw93vEiRFbkUFvRArZ92chTPAWrf6sTrcOOEZ9mfsuYO4++y4AxcB3jzhhdHTrE6FR0isK0jYAT1VofTmbqKrtePTod9ZvYi9REKsfEI+EJs8uSYArpyRp23pVaXfVZSTcqD51tYaJOpJZWPb+mj9UaOozbrhBE8HltnbeghvWNGObJuSUkacCTEneiXPzcb99x/JtB6kvfelL+Pmf//lu3+c+9zl89atfBQDUWvHzP//z+Bt/42/gN37jN/DFL34Rf/2v/3X8gT/wB979Zq+BlB+EI5DyWiIXFQKq3Ra6jmrDrO3rtoo7IEYgpoy0mL5TEFt83GZsiDVjObE0G4UXlKOiuqedy4jZA4/3RojNYKw2D1LAgtBVcqD/0RyPOqM/t2vwnC8b+ApQ+s76rHlKiDUjzEDKBbEUxFyQS5UFFBP65eg5tYq2zxlIsbupbbVZMyUBucWj9N0fcZf3y09WcLheM3vMYcWyrFguN1wvM+o2AVNTkYkZurv2FIwXWD9TFqNmio50nD6gf8hRnHVyn71XgclAXGf36nF0PgPWyJqaavutCDCltk1kfe7isWebvmZZiYvKXNR5b41Egtiypcs/Ayu2uNRLoHGq0iyWWIooHFoFzaN16HsjQgDv4ziVOz94D5BUgLjG29fkgKumIsCAgJwCtqmBVkx7jlFVdL1S1ce0LcKa8dKBlHiA1n1RV036JrC1YJ5XbNu0A9WeaYU3cmvuIP26eAPw2wBSAPAH/sAfwN/5O39n/56I8fFLv/RL+Ct/5a/gl3/5l/HDP/zD+IVf+AX8yT/5J/H3//7fx2c/+9l3u9EZSLHVpN/Vi8Z+5ELfdYB5ogQXFQpqunLuOR2wFFeR9e8KcpEAYwwyHNQhIUFOfSwzuMuhp47LKDuCkhpUiPYPDtpfm61mpv+GCULNsJGj1FMZvmUX0QmWhqXQMxvrre5gZPOv5FidqKwTn0PQicsZKTY/dy4osSBttYF9A6uIfp4Ua7K+vTg+kmApkBL2JVokFVKkmop36t+iHubuY5HY9NjQ9qUsE+qmau6+FWKFK2tR+x5/V6u9gnWXvin1r/bjEdCwYsa/MVmD9zHIYbDPg1XnxnP1PVAQEEsXi4qpjQswsdqiJD6eyvEUX4wupCXs+y0upSqFuvoUqmyWkfZkfYoYSnOttbsGIz0cZI+CkQcqb+1ze/ji44uAzZ1iEGv1G1IbE6EipYppkonI67xhihu2OGFLE41LU7QMlIxybpN7ZRlWtcw4bRqvgRchqaVSY7UGXZsr1N7lp33uLGRyp/y2gNQ0Tfj85z9/2F9rxV/9q38VP/dzP4c/82f+DADgV37lV/C5z30Of/Nv/k385E/+5LvdaMMxuAv0Ay2gH2Q8kEbMKRUOWpl6XqbzC30HXcMF+EOWwGisQiRQoawzOnqCwzHtSF/6wLDftDDNdGwP2P68/24BnhFxQEGptOEsnZuD3DLEPXEjNkuKj1VLq6dxN+0uNmdLlUXpUsyoMSM2GnuMMiA1ph1UkdD2YyOS25qEbU1AiUKYsFRI5/XZ1zzo3Uy4soDtZqykgjhtyPMEzBWYQ88yVMuIXYJMBrEpNPZO+pfjVl4r1f7tiRR+DIyIFv772TGeLJHc5w6kKoSibMCUFKBC7sCJQd+vWaZZPkZl3I5aTSNiRd9bDbyi+z2ihtKW7nklCFXvbGcK71kZ6UlujltodR6ovWOqQKqIC5CngmmWVcFjbPUYTM4w4cJierG58dYdvFZMbW6VECnWZkdZ5hpROnRl6pxazMN7qdhQ0M8PlN8WkPoH/+Af4Atf+AIulwu++MUv4stf/jL+5X/5X8av//qv46tf/Sp+/Md/fD/2crngj/2xP4Zf/dVfPQWp6/WK69Vm5X7961+XD7xoFrspuC+pz9drgzqwE87ZJrwWkv6uYHSjfZ6BFrFnWIjNNWXkWHXJmdXxSCl7h7LNTPRRj+6tJ/5k382cz4hYdlTGfl0lV6gNpcea9ScRNQDQ2JkCru0D2F7RmSwqWsxCawvRtWBsibGxA7OwAxtY7SQLBSu2hn1pArO2ds9RguAlReQQSSiJlu0Byp4924A8AJLNWulSTU0Z07yhThllisASDJC4v3BKKG4+1jPYA+DJJGfuOT3PWzQMOrwPbh8G19Bj/L4zcoUy+qYK6HpbU95ZYX3W/h70E3rQf60ogUcded5k6as0dPsKlHykrut+HCRkWWduFJfqH8La8R65Z+Spea2MFBHdr4DVPELzCkxLRd4y4lwQl4IwVcRaupx7qgKY9zHhguu+InhucNQnobbV9Gassr5e2jDNG9Ypy0ToZQJyBTJZU2pUVPf8r5RvO0h98YtfxH/z3/w3+OEf/mH8P//P/4Nf+IVfwI/92I/h7/29v7fHpT73uc9153zuc5/DP/yH//D0mr/4i794iHMBOMYj/AJ7ekxy+3m5A0/3VdcLD/4RkGnWAxUaen8NzlPHTLlgi+cB4NeKxEuOQMQujhGZggdoblbN0T3FWSgApT+MXVn7lMd935Ek8QhIbQBm8KTj/l7t/upGiGJdxVJkmfpGsoilKQHkaj1gPvnBa6uiPdgc7K5nRX33/P1sk+S9ElTewoRlvmGdFmzLCmwBuC0Wk2KXsj639kXvDtKg842+M8j5MhJgo5iRj9n6mNWIOMExrEDnjUgS+29Cx49KlNB4VPD193o9v0tR0GFlqme62b7UIYa5wPapFykh5YySYJPS7998TO7xisgopnXvNb2bjNtMFQVlJG8tPDRVXJYVbz8SpYnzi6qUYOsqI2FpJAkllShJwpYRurW8FRKnyiFhmzYsl1tbRj4Jq9UrY2g3VHLQA+XbDlI/8RM/sX/+kR/5EfyRP/JH8K/8K/8KfuVXfgV/+A//YXlGl6Cq1nrYx+Vnf/Zn8TM/8zP7969//ev4/u///vOg+ci81v0+Ou799UDvLgTd4wz9fQCfhEfK4wUoNSblC7NzmGVkvuNerHtGE5fc7iODtWc4yf6ygwIzCZX5cwQeZvX5jOsRoc10N+KEWoyjYwElXeQDSBF4hmzPmjJSSiLgsrgBYzHrCs2lwDnWFJhKVDYUkKckltWD7ga2mrTt/La0QZsx2b6wYl1uqCXgliPyOrd1dULv1uN+wy417Z/6bt4LcE+gcWyIrZwRseEsLZJVQL9vBEz+uB2w2nwxBihl9BFIya1r931URoqBVyQeLVJ9NsHX8qvbMxREhFCR6h3kUAHsWagqh/wcP3ZLc3zVv8JI6fJhDKAnxyTsq0OElgqsLkDYgDe54Pp8RVoy5mnFFLfdigrtAYx4Yl6FioC1xahWTJgx44ala4cpCGFom2akKaNMubH8gr2/9rPvNEj58tFHH+FHfuRH8A/+wT/An/7TfxoA8NWvfhW/7/f9vv2Yr33tawfrisvlcsHlcjn+cKZJ9kaEfVah4IkU/nd/XbWYGIwy7VfBwR2wHRvaddUxZ4/uA71oumQ/3CoAdogYl4wdIbFd0xBU76czqXTw2bGahl9njBiZ3AMWa6KlgWvcn1ZI9X2MSd5ug/q/Ldt0RGzn6/OYG7Hsem+/ryIgaTygBljKqdL8qnUfzFGFu9Zzas0RFai8RnIszNrTIy0fYu42SeC7tWXmyu6315WN53lFLhE5J+TbDKzTMUfh2p6ZKbre1ccCaKShj0gjcXC+d/mxVTUiToyODe76o2urm69lO1eyREqNHBP66Qsjd+rRrWovaeLzsSLjiNMkWY9mhhv/1dHxykWPZBb+jQHKW9BAb2H5+NVrhiPLL25HdSmv8jnoEu4FWCoQc0ZaKnCBJBoIFk6Q9FETrlha3njv6pO+PdOCqUqmSGG2Cdo6kd33Df/sD5TfdpC6Xq/4v/6v/wt/9I/+UfzgD/4gPv/5z+MrX/kK/tAf+kMAgNvthr/7d/8u/vJf/svvfnEfa9JS3D49jt0pvu9ppVX0AKaCQAN/DEL3NqDrtD4cPyInMOWAg7cc1OThy5yoUWyKB5gBkmmICXnfxw4R2WsWgQkPgS7/JMIM1AmZ2H/3f/UObFExGUPfgd2KWndaZ1PYEJD2GfvyQ27JOqXdeGme0uJRNbYtWCxiBFTH8HvfMhwrUVBKLVN12mfkb214C8NqnhLyvGFdVtQ1icBYgvUnjkmNLDz15ysA6PGsTPk5KBw/YmtqRIbwvwd3nD/njIiU/PeCPf1Rm7QbkxCIUrCQfd8/WAnQ/uVXljqaHedEISZPlG58jdp/RL7YfwvheAqPdQYm/exXpy3uGG7LkWuQH2DkDj4DKfGo96nGIPyVqVSEmlHjDWWOkuwoWK9esGDBim2fFyX0cwOm7aCMKat1ihtSKsLyi6KgdCQKLg9qGN92kPqLf/Ev4k/9qT+FH/iBH8DXvvY1/MIv/AK+/vWv48//+T+PEAJ++qd/Gl/+8pfxQz/0Q/ihH/ohfPnLX8abN2/w5/7cn3v3m2ljjywi0Pcy+KygAzqWGXuskXOn0jIaEyOT/U7p+5+8ABMk+nwGARoYPuqdGlfxlpn1ip7kIIw7Jd2qhaT31dwL7Nrz8av+mj0gGQhZXMqEjbpsjhaTAFTetVsWEQqgu+iI9pu3Ur3nWMCJdIgAetq++GvZkx3VhARdO1nqRb31EzJpnJOQNJaE7TLhtk7ANktQWdc04f7lLZoASzzriRPsYj7TSu9ZQvwbaB/HoTwYAecgtZ/frKiWdFSzS2hmghR6yrk8pvV0P/eMl+qzXu8J5yPfBNpZ2vPOix7DfdEXIU6cmDd+6oqCEi+bzq49bj+/X/sCEy+Avq29289bLDoPj6c2tAGgy50hZJR4xTZNnayZseKCK3Lr4StmXHDFWzwNVvWmRVMbSMn0giwsvzNLSp/9gfJtB6l/8k/+Cf6D/+A/wD/7Z/8M/+K/+C/iD//hP4z/9X/9X/H7f//vBwD8pb/0l/D27Vv81E/91D6Z92//7b/97nOkuGiDToN9ZwySe7+dXVOLarXaoXw5c0MeDusHQ96lBgDwejnHOJWyb1TbU/g4w0hPZhCLakbYB75e2cBIM4CF7jgGKrYuGLgymPFnWSjsWAY/di3OLT+QAkpCxIyARKaCBHgBtHlOXGoonSW1749AjhFlSigxoQaFnPNOYIQSosl3W6Hnvu28J8l3FrFglcEfA+ocUN8EbOskAjOkBgTBBIgX/NqYSlm/wfqdB6l7fZldcyPig49LwR3LQOTjT0APbKG/hwGUuvpyo53nrj96As1Z3XN808evAvVxLaL4MLvJCsdfVD17aOD6wq5+tpxWjGNVuvnjWZ6cES988e2hG6+jdgHwjM7CC0UIl0/YkD8rKZBkzqDUyQ1LI0YIJN0aLX3FDTNmzBSTkgiVqGcrZiyXFbfrgjJl1Nz87DmcW/uvlG87SP2tv/W37v4eQsCXvvQlfOlLX/r23XTk33zN5/lgBXXlNeC7U860Mx4oAMBWknz3w1YyFJvO2S8tcUaj9paM7tMN+6D3EbCtHXtk4nmQ8gFwIxpwxItByu6z0HwCBS2ls8V9pIb997rfKeztEXOW7NUtSedrxcA4tue0CdYs/OJAeHrSxA0LZtx2W1KZT7t+HwLKEvH80Vu8hIpcn4zVwVqxghHPp1JtXD+PBN5rKWcUZIAjSJ2RKawC+j7vAYmP6xiDxOjTrYGMPNII+HsyBdPT7TaPUdLvFaaWf8IL9MDh40xsQel2xWMglWm/j1ONimf3Le1euo6axqTe0HO1550APKcr6lMAJiNJPOMt20g7u+/a8vctuO3bhKe+7WLGcllRS8RWA2pZjsQJ33fulPc7dx+bkOyK4O96HGupfv+j5dFgnx+srai7zgCrj4/oPpu3Y4SIfj7+kd3HLj91vvWPzjEWY+HxAolCiuB9GRN4trraHtt+zlHT7ffpdZl4Ya49cfVNWLFi3gW6Cg6xwAChf6RW/ZYnPqAaUSKIO0YzrZeEHajKwOI6bzpzQfUO1z7QP7UpjUoimWhZuA25BZNXa6MgonW7JOQtATWgYEYNs/jsxWw0a4njR6qRTxDh44kXCmCvuZsVlHxc6Qyo2D0I931EnOiss4zQrKcQ++nmHFFlAgpbV339q3LF2RUrtVPGuwxji31+QoCyC/VxIx9PYgVipe+r23+2+rTue41I0bla2zWJOIEFvQuxAV8AgBmY3wJPYUVBxDZNuOAFV1yay096ttlT68781RW/mTwxB5k3pdZzSBlV15nyyv13ypL6HS0jMGCk5uNGgWL+PAoUMzuKrz9iQvnjToDKw0WBzqPv9/EwtpnhR26Zsfx8CPo4bOV1S3c3ZeH1lpDBYMaIbm4Lc/t5UrovQmNeeQck+WxZxnXpRCaVcJBcQFcyV+jI0pkr9n9BgFhPHFCvIchkX+Cd6Ob6PBxn85ag7lPShMahbNtatuh1n5OfETEjoaQbykUsQZFDTaXMELDyrjMVPqoBBxy1b07ndc4fkMJ9mkFmNEb8+PBjZ7R//y7ZDWSTNYd0xWofbU3U5jwKjiQWziMBOhb0G/a/Z+VxTuAD5YwwMXLxaRsyMHnrasM5SJ1Zy6zQJJjFrcQJjcP7amlWV5yAac5YphXrJI4+nf+07tn6jM2n60wlUFJl2iLKnlUkp4LCTL8S+n79QHn/QcrTGnW/t6T0d19B8ZXNB439Oeyq8QAZOVDfDzXAgvcWmje3IJNvZRwYdKgVpZPtdLhzlojSPYivttxeq5/TxDEAdnEdQSofju866P67ZSNUsEoNItVxZxwX5WAJbUKeSY4uiAgQQoemX2ImZAkyzy7lZjFVqeESHxdGYa/lI7uvb42eQKJgZM5YW4NHJz7uZ4bm979Ec16GilyiBM1ixZ7vzIOUat8RR5Bi1xALtfsv3MeavFdhBFT+POA4BjQqT91Pki0XYfntvdPUL14cRbl3NhnD+iM/mkrcPovL8djfkeIVBO+646kGHqTYqvIbx6WA4xQFoHfjsrtPrSlen8w85uZua8fEGZinjGW+YY5CnLjtESkGqLWzpqZmTTEbMyJ3RJl9yZoUrD4e9UrhfQcpzxg5e5uRu8+D1Ih5wtdnwTEqPODpGJ+Ch+c1+WIgxEy+UTg5NveYpzKYy0/PH5e5014jClZYAFsBaeTCY3dfD0o8r0psMNknx2qcidMvKWh5V5BlohbHnga/KzQzvFlnvtS2TkoorwgqHrDA/g5q/wEVDOZDbXGv/bIDE9tcpkSoxdjEaARwqZI5Y8p4WwNKWsQloi6aFKRPaWxKhZnGG86075FAOyss4M4C8Mz0A8bab8/3ga4ZlVLuUvDcK1rHnlnps5ro/rMcfq+V3GzxR8pomsJdtYcB6my7wdrq1jYPXN7C8u4+VkRG7XaDZcRhwGMKu8q91r9SBGosmOcb5ssKpkuwq2/B2mysG2bcSG3mMdIsqZZ0Nu7W1ASoU4T73ivl/QapC2TQ+jKKNfl9Xvs4Yyqxv75L9UJbwlijuVOYCMHij4nOQEAvGvtzmCC+YoGRJ8zdl4eVATAJWx7ds/NUMFj8idlYnvjAVheTLxbcumMk15fEF3QZBYstqJ2F/bsKFQVdDnQrGLxrbCGVvC/RAVRM4PWQe4A2MoUP8m8EwrkjSah9oDWhlirb0TFUpKnsS2/fpg3bvKDeJmCezFVzBfAEE2pnBAq/ijFw1Ly5mrw7mpdR8MQJ3X+PTHFSIi3NwT39DGSknreunbmY9V7eud1fKwUBG2xFW+2PXdQ3Q1JxsWIwoprz/Cf/+w0CSmcgdcOxPZkc461lZmGq/OLlYBY6t7pNralJ3H6XS8bz5S1umHFpkKRj+CiBmDg0I3VZKDYELOLmTRlF0/lrn3mHpnu/QWrB4yB1z23BVhODlA8ej47z2qY7VlLx6GS51+1bC833zD2DAO9wSi0djydSGDvwXuEYlbeY5HWObrzSLDnet+DWQEQce2o1aWxJz5N7qo5qudXkXnKUBbU5O3XdhdKZFfVaCQBibkva0/NoiXQ3A0prAQVJrekJW+cAVXefitCtrcKswMRuSp0rFFJFfM6IsWCdiqzJM82o0wTEJJN+VYDpYpsLjoJsxBLTRLbAfRqzVL6+8JEQ4a2pdy5HQLL1czWzhz+mnwd3D5DOAO3Rov02vlpJ6EkHr5Uz6vnIulppU4VkdKxel7v/SB55liBwjBsmSH96C8lMMQHTW2C53LDMK+YgFpUAUU+c6OlbR39PAPaM93KvxnnfHwSfIktqkC2J/eGH/SN2H7vpfB4s3dhq8gHjQPvbPWq7hs7XlHk5fjpoH5Pa6cowJiDgoyLj6M8xtM+h//P4VB978bGY2oTt5O52TJWkrDz1VasrTxZwlGgSIEAg+b+AAluLSlM2meXEkNk/+7sEvkORo2U104BQvfCrKAA4H0FfH4DFTrC/9wRdRdliUbYv7pwou4s8M7ex/okoCEttweYZW8rI84ScFslQcQvAFi2BMVtTHNMYCTWOU90DGlbevAJ33n0+cbG4ki68d+8Gr7X4I64/XeLT79McKI+9YL3n8tdHYeIEA1VBD0a8MVB5tyC3LdDHqYAxSOlzcAwoQECJ3YJ079AAcloL0sxW07ZnluDvUwdYfUqrAAEoBSph+TWtXfvipxqkgMdBSveP3H0jV9/IuopuXwMxXeaZQ8Cce0FBi11EfdieQ8t+TRwOUw5Dl/s5nWA8KQYJRtWQzsfLchgEcuc0uMr7FWL7HGC50XrWHDMADYw96/GdCw3eUOtOSZf28PEFa5k+MN+vdxWp9q0eTFUQd6GAlFhUG2ZEbFgP9a/fO5JGkMByDBUpyuTXnDfcYkG+iVVV1yqJaWNoQisYSPl4BltXXlgxXfpeYZB6pM6r+1wDKm+Hvm325WvZIF4vDwIM9SdPYnq0FBrXwzPZlcb1PspCwWw/3hikfNvqdT1IecXaMw7ZjasbA6Na5hswrZJQVxIAW95zdvExk7WP0ZLLPxhQhVhRg7i2pdnDp4Q4of5WX07p31Q8K/AMpBigRhbWPfdfYNKEGcWj0a99Tte1UVdUgalunl3cW1Js46ROlOqxRtI9q5I+957uM3ASq0mvZy4wTgYLTGBCxNyquKcIK7VCgMqIFd9qiaXs1lI3offkxRWQcjuI7VbALKfeJ192C0oZTuL+VHefXFlWOu7fXQVjRGmQZhMNUizIMSFPCbcyI8SCsqxY1wl5nVFuM7Ak4BqArTbBFfq5U/fiVMp7Bx5jAbLida9kmCSpod0zougWE0ouyKlXrIxgc2yVdzHdfN9hW7n/DjrmbB22cDj/cO6ZfBnV6WtkCiZQMEgxcIysY1+8fBopJkqUmOn4Z7p/e4aUIWSJumIKW9fPTR54AlEviSKyLLHTltrZq/MdLCgt7zdIfQ8kqPytlhFIjWJQ3MAJFhObcQC0OgmzL6fjKB+TIfrjKiye5I/jmeBMkPBxqf7a7EIcFwUp/t4TKkxYC23AyBC6X6ygvFtVyy6m+7WvNvSJavU5p12KfntLqEBqgvLs3TVMnrt9eX9WbgUFaT1P/fYK8pKo8waQrcz1N2HFBlvdVM63yZNT3HB5vuFWFiwlIW8J623G7WVBuSQgR2BLwJpkDIyA6h5wMV36kxQVgsnt+xbZ39JHLcYn++L+vXcH+3WgbKoGoImSy35NvV5B3I/qXylSa6bdYzAsj7DTvHLACoJ+Zxaf7ru1/WcgxeQYYKxEA71FB5jM4rlyGuPUeGfbltuKadkwh60b336Tyx4nYjMrMwTI8h1bln6LcCTi3CnvN0g9t+3bVZjOycFj7gTEhulcgJ7pFwSkEEC6R7wLEmoF3XdzhXaMFA7cm27TW1Ls+jOL7TjC1J7QKyutXAWtp5rXZjVoPEpTG+nzR2SsWFCxHgApIaHiKCGZ9PFaUSg+1BC7+UbnZTknxArE18kl+u6cj7AnUcTG7lM7LHRpnvqJqNivsTmVQ50rU9gs1VJcscUJW0pYloR5WVBywnabsbXF5eptBpYIrEFcgirwPFVdQcWD1GtAdWY5MMhpLFcFckooU0Le2kTeXJByQo5pX3QvQ+fFmdNYqTIAoNZW3L+n/Ui1g3jCQ2gSWRU8JcdITj6+pglTa8HS7dfCcdIcU8stSYW7zmsenHvWFDMDr+hdgX6Cr7emMkypVvmk2qa2s8quttbUnnj2CpGh7X5hA2oG4tbHpUyKmBosr2/yoQevNt6jUNCtvtrn/Lgr//0GqTdt8+W19DBnhTUMz4Lx2+y+03yrmsQlUFJACQYaFZ4Icczl7H3kvcC2uBWfX+lYzufH98mwGM9ZjIrZd2INVEg+ByUVyLDnZ6rNcgIqVkztuiJ8JDEt9rP8efwefXksfnb3yDvtf+4EMlend0zZEiNWy37RSNG6A13J2tNkhmR313RKqbWMgJZNkdwwIWHDFiRP4xYStjpjWjLWOmGaN+QtYVsn5HnDdptRtyiW1RZb/AqWp00Fnkh2s4TQ9vGEz9esIQ7EazUyAALihswRJYurr+SIXASk2CJS29JgyhieCUbl17You3Wk/VmPtXiokDFy67t9P9Nr6ndWcny2F17TV7PolxhRYkHUmBSTrrihz4qPWWl9chupu08ByqdVKu58Vq61MEgpePF1vWvRxTZTBqbqVd8Rceo4j5JpWxJ+qo08UVBLtOeLjwnp330gNQosYvD9XmGQAsaMv9FcqQZWtZFYcmzxqNA3W08QOObaY7aTuvN47r0e49lvveA3y02/s7uN72XEULuSwp9AU27fVcI5OnUDMmXCsaBhUsjZ875r8JoJD1o5AbVj7j1e+ljZiMJyXN2Ll4izbIRTsw30V3Xr+TuZmJyaKDUtdGpwJfNONmxkYW0hY0sTEibkZl1NacI2TwipIG8JdZ5QbpOARIhNAw+9IqUaucYIOH4B9ODT6ncXdqYRmeXEFplK7lKBnFAVoHJEylFitBBr6qgK8AIuRvoRZUm+y3ECPl5h4zazltsTZ1F/tNlP9whLo62kiJIqSqyIZwxI/nvWtZnYcI9gcS++6DNJ6PNU+qwgOiJs3NligZAnwHGnvu9r//d5PDual6bGigUhMHniUR7/7waQ+sjtG7kuzoDrXmEm4Bk5Yqat7attyymgJGtCBR4Lk8tNRtbEKKhb3TH+2DrY15MpbOB5kNLrcvBZvf6qUY5ca6YrCV2ChXjpBrpWqH//szLWMHqbs7emUimI+d0Sjeq5RpIQi/HecRok1uVLenVAJhbbdNC8n6vvoYCfIMSJrREuAi4QSyG5K2xkYcmk7RkJaxSgyinhVhaEKCCVt0nmWm0JCIu4VdbaMlkE69fe3aSlwIQaV7/u5ziUgpO+IBuSjTxR1ZraJI9bnpJkIajq9lPXqdJRYrNv4t5PBfrlmACxnWTigPSnAE2dVXfAt8wkllCLXXfHMSJ3NgHSK4e7OI4ZJeXdW7IvtulBgffdK96CHYGX26p39zWFISirT5VqbWu2ojzgrTj2hVUmLMdaqSVY9VUo9/4akwjy+lVWYE5tEkyoDf3YzHu9vN8g9T04gtQozjny4T5amFDhGX9L/7legLwA2xywLgk5iWCRftcDD8eVvvUS9vvcS7vEQWnep8frAO5jJyJ5rOv15A4lEcv5xXVaE0C5deo277wN+mNjjWIDNjhGfqjagevvVDFxp/CUm00ldaV1eGv0UxWgeX9zsYjmnbZedlGQEXGBrOljsUxbLmHFggVtDeAwI6WM5fmGtcxYtwnbbUbOEbdUhBE4JWCOwK0K+06FlgbpfSmw1V21aKxJz2W3FdxxC8R6A4A6o5SIW2l9KFRgEYEqIHWMSRlAl73utHal7ovrp7bciv4uexMZGSLx2YHLhB2fXUL322SIti8lTNsm76F1oUlctU7PWJFnTMl7RBYHVFXdt34oJKBWAk2WVxzT0mVgZgwBEBkIemwVoEqh7GOMlTImrfT7aQuSHilNGXHLKLkpqKEC02Pj9v0Gqc/iCFLA0WrilCD826PW1Yjtx/OnZrGekIA8AXkKQiXG+SaP0pMkdP+omCUznxwxLuxRZreaj0sxA7AnqhuJWn/XSmMBoGKGg9DxdFRqJgcZmSOQYRdYONmnFsm3Urxl+drRzO6r+1saSKE9l+ZClEwcKvDq/nnaLaQJzFwzx0raF1K0SMBtX3yO1wTWlX2msGGZU6OwL0ipYJ03bLcJZZ2BMAOpyuRgBafePJVNBRYDkhYdSxFjgNLfQJ9jBLKQKPKWkFPBGiZxjUM9VL2jVcvc+mNAxQ1CSIlt4MqiMwBafjnABClwBCltZ3ZH6XEPgxQS1mlGqBtCyZhG8yeB47xKJS2MymiYjCbxtu8lize1uwQDFHAEH5+yaeRS5HtlCNllny9lhIiwjzsej7wf+z6p8LqvJ1ZKUy8+NcSJz7ZNi1aw1zRG++9pg77o4GUiBXXC2qidOQElBkmDFGMncDjsKADF2c0fazB5hLE/M9EgHJ/Z30utOz86CgI0R7kGto9XS1CqdQWz9azSX6E1DH9R4cMuOL7a+Xe6bnk9NlVaMEGF4r7fAbc9qzIbpS19rUmXKDtISUggdvEofWYjAOjVdDGUfp5bRsSE1LKs2zTKCVtLgzU162raBesUNtuXCuJzkRVxpxnbrWCLRXIDqlQMELBa3GP6LjYiU3DwX+flsP7E8SkAwISCii0WtET18ttUwc7fY3yUaS6aBV/nn2Gv9UgDOjYE7d2FYolqG2z7neruyNroOXo2psBoalZvjAXbVBDngpSbZajEBw0DsEXlCVYjUNPbnIkC1ya1AtkNEeZ6nVlJ9Nrnx7QtliLjKfL0ieNsTHOBG3lC65k9IAFAjBVIGQVV1pl6oLzXILW+AdaPSFwUiIAqFpsDgNBM1+D9vv4vF5ZzDFDs521+6ToBZRaQ2qa0Eyb6JuWQYp8t754wP0abVNDxVZR95weXuuI8KcN+PQrlQP34SHAYkR0eIT/oc/Id+oiVZaLgdaF8ro3+yQdg5IP+tL+0jBM1hH3TuvfB83HpL2wtaK0pjDHVKEU8Kr2EbS/jsqkFZZao/tWY1NQAST5tSPtc/wkcL1DLTNdtqimIAA0SD6ioyC0DhHTcYK+kKZd084F59j5wdXhvhO7TuMjeKADChBzrnhld4xRx32f7++U6pGhkqecllGahTvu+3FqQ3YXb3kY2lUDHkiYQ5n1sScl5qhiUPZNCngrylJE8kSrjCEYjcPIsYhYFns7uumStCvStWVS++Y1JGZn2cTaK0TlVJsPHemTu9fSsPoOMjYmeXBGigF0IBSEEyUDxaQCpt28S5jesb8mETaBCY3QAkLaKkA20oJ+pkQJrKt7FwYHQ5qJgK6okYJ2BPCVs84Qc+nx66tbrSRKPMdt8jAjdVcyPb8dr8L/u31kXVebTI0XF6ScpCpj23d62F+y9+8D2oev8+p5hfy9fL1JqS7cSONtEaMAU7YwSY8unaPo36Am6a+77fL1ZW9g7aqhe1AbN5xeaVWqDnZPpmnuK2W6m5Gw7SAlQyUTgtdlaudEqdIEF0Wob5T9hf8NaA2qJyJoVorR3YlKEKmEegGjs7N99lXjLqvutQU8Qon5VgAxAWBoYkeXFSkhvXR33sSIXBsfa48rcP80W5ZUMa+mxu29tZBmggWvKiHNGbJ7GoGs3aezOu/vOCFgMWh6kmABB9RnCuT7WFQ9KftNjeGvyT+YbGjCxb0gB3xad5F6bO+kXYct2hJxa36iSz++158d7DlLfWL4HYVFTnCeXWQdEBVLJSDmLlVUFyFIbbLEIk6WyLB4FJoEDLV3ce9jXjLrNM0rgbFc2y4AJDRaXMkvlXlzEA9HR9sF+JxV6CWGXJ3GvE+z31+u+i7vxvBwtDH1rkGal++2dWLvNu1bGsSe+9rm7837R5eMrgDL5ej7mHhi1h+w7ryere5mj09+hd37a5F3pExLDVpdpe879qN4FeMOCgoQVuS1XL5N+zR2zIe2zOdv0gXRp1hSACrzkhDpHfTETor7fj5b/oJgF1PU9cm358bQCyAEoE+qWsG0JOTeLJlSJ6yLs+RUVNBQ6TCQrSIXur8UJe9RU1UisrYwb5h1qzKFoLireZ9/7ZwooiGFCSBXhAkzbKvKkeXDAMSC2TjRsplbNbVBv2hbKvGMXILEuQwBSArZvlTM0cvUBu4LSj2WQnW+Tro3xp7+7NGKhpUjSdaUqEEJETSPq1LG83yCFz0DVPhVg5g4zDVfzR/mZ0rEUAa8WhUzNyRtL8zGPShBQAtpk3Rj3GJRShPcAawt6+zWjuKiIfq1EVJqHY4Ckeg4Dj1HKpQuMQCh1x40zqN2zosySUUCxzAkcT9IAaiRBYDWh5/T7+bjp5Jr3Sg0BeTq3FpXUUqjuuX28MsEOpg33yS3tCTpRacLNCBJGpdAFIhLMFvP3t9jmpYGSEjLWBlVSV5Jo6YZtFy573YeMsMiT5xyxhYoSJqGjMh35tFJhwpeLnuMtBT1OM7Yv6K2yMqGWiLclYtsSlsuEcokoc6CeZT2n9zoEqGWpGSDmtiyKHid80rD/Xrr9sU0zD7gR2Omx1+7+/drBRixq6lQE0iVjDgUpNXa1WlPsTuN9SljQhQnzybEKWOy2S5CJxBnIGZgf5fxw0WudlQauMas3ipVGdcXK59Hy8X3iNtoacQIAQqmoKf/uB6mP8Qz1LwOgSrRhjQAa6qwFNOAKZqWkmpFKaRqEFE2hA6jLKO7Lb5R9sm5qMSiLHdi8lpk0YbOqdBsH6o807FHpWXWm7fCAVlhrb7Cfy3nN2OVkRd1qHCXheUIaTO3T27Ld2CWbJLDp4eD4eW+7rk7sPc7gp6TUJZjd9+9tRqxLygSiLDDvce/v/JiL1D8fuwIrzL2nTkGVFho/YUsqQlb8ZZBS+obWmtap/qrLqhg0trhkAEpNqHNAviTUGlG3iDrVBiihj5uwRn1H095LE6BQt9SlHaNrWqllUSAW1VIlM0ZesBUj65QSUeaE2ibB985qeasCjRCtbt+GgrUZhzzdQ9QDwQ8jDpl1XNtxERuErMLhIbWmbF9FRdyNu9vcUKcWxCKhhc5q0jpc3V9m2O0rMreN1wLT+p3bLbMZsYAQKGIA4oiMcVZU6dBrD9o3ZiBV6/08vn3miQmc46+Pqu7HxyxL1ceCUiLypyImRSCllQj0lhQzTLyQDKHuecT2RdgCTxItiJHmFLXYhpYSEkqI8KLXjOFRc5pI56SrXIwAccxy0G8R6i4TZ5EIJz2+QjJB9O4njg69Hp/y+br06fsEMj63Rdk1++hqQ5f44GP1OvrOer7PyeHjD6OKM0KEFSZKWPaPPn2Un5rYJ3vp44c+ajYqXgHw9azLQVo9Z3ePrVltnJ3E7C/tZ564wW4rjn0WRMwhIYeE1JZ2z6mgxgKkOA7ey4WOQOVJR/ICR+KFuhBV+PJ5OezXqmHCFiRmVnJEKRF1DkAStxa/CyBZ9mvTwfVRdbFJ3aeEFauLvIMZdxhd80wBTH/nmKe5DI9x0BpkAcswAagbQs2YmiUUvHWkoKQApN9X9GCugKUxLq1DjZ9jD+fJswbZFDehLkKfOceX6j7vAVvscftQbVVpP769xWQjSNT1lZTVKUhsFkosLRVhfiyZ9O8CkJLWO3P3ec9+B1IkFHfkj/1yFeEkv9SRvjCyCXq9Q49jrprRGY4kCmbMMC9Qr2a5oAPU+SfAJERdgF1jppGy10XdF2OwNGuJRbcBvr2Zp6MqSCV3rIGUt6x6lpDd95iW6NgW9B7RAZS+d1AriocSv0lv+/XZOmyIYm+Je8QXgzAf7L8XKGZBLG2XuntZMP8cpKQtLa7WA9yKBJn8u89bmTKwRgOZvlKPIHWWRd3PJVQ3X4ax3srgekVMgAKgFgKpGhAuBYjYFQtzv/Xuv+JqWgkr7JbTpWNUOdNWKugtKe1H3KqqkrE9zTGtiIKQbAyFmpEyZHIt16daUYW+c14+X88MUgu6eOEORlViU/0PGINUoL9nuikTLZQ8Ucu+kjSPGs7g34OXck+V8iMrJUjMUZ4nhoIy3/MvW3nPQeoNAqXjAUBixZuovV3DgtM741Rgqi92VF6PIYirr8BcfnoHG/ssok0IHks/aKyzGEmXfca16YyA+dkBCwaLBsmpizSNTF/MMj3W04wNJt57wJpap2SwmuD91L2V6zu5d/lxTOtQApBTRMpHTVddfSM9sBz2xcPW/3ZUeV4rx2c+t1z9xGQ9V59T6dM6z8q7+8wDIMJ5g03Q1mtsuCHPSdxqJSLnhPK2TfJNwaygs/kzuhifByl54I5YBB9bYUG8wBEzEuoWkTdJ6VRKRAgVZUmY4irtFXplcGquUM04b71w3cHIjhVxueC218eGqWWvl3ZW12pt19J7qRtR2yIL1EPnzCnI5SQuSoQXPBeRP1UJK4CAES8tpGDFIMWKAei7Hq+TsDm1lRa1oFRR0O/eDchkjDslFCCWilQyYhrPk5obp1TG94aZIqZT+275R+XvFoq4c+OnAKQ+xjMCvQILamalHIVixgW3ofAFBsSLfVRayXRfz8byMYR+mw5P9VpJKNDcYzpIdJ+qU8W9e0TBjRYc7CNKUxN3DLJjMD6zQhV8tJMuuGHGrX0XQLq0XAhynHTYhEz7VvJjb/t+rRm+P7Mbz0qOx7oUt6q9p4fJcTuNw8G6PVZk8qfen+sTOKfQH58/Dp9fSTlHbVZEr177he5RITGXFTNSmnaLqtzLhsBxE7akfAxDiwpITavEAlKzbKt7a6F9G0SAP0VgvWDdElCBbZ0wLTO2ed3TjOni5TNm5EYgURJFxorSAHpp+2Tts5nATFdPFpfqpQGXgr7UoK7tNR0mVOv9F0xksQrobeGGsgQAb/EUi8WJdIgxkGjTZBiYMPgwyKi4mdBlKx8OW5fwGoHOH+0DxtayEj1g41DGaL++1NLGua7fu7bvrDaZEVehHoKCTwFIXfGEuE9z71PmmKvKzM0EY1YVRJjN4511th9Am3vSCxUFJvnc58TjK/j8a6ydV/SWmJ3bCzVloPXUbA0Iq8sjN6tJOcUiA240GvT5UxvYJgDPS28b9vWkGpQBlWpV9lm2W9Ow1vb3RtqXdnTr+ExXl+/nT8jtEEM5uOBEgJgl1VtC6dBOnG6oVzyOdqAHuFE5s/58fzqz2PtnF1aaMvp0qgMfrR6E3IQm92g57yLCPEoi2pgyZF2GdDTy2GLSvG9qTd0TkioA/Tpseu4F4sq6QNYy2uM1oVkbFcgT1vIR8tMV07YiLwl5ichzRA6pTXBe3djS/WohmRWlVldBbBAjyogRU2ydNK2zeb/+1tWjkCumbrznZtFdQgJqECZlvWIJec/ru3cFdbdp829uv9Y7u+70+BsMuJhtWdyxSr7w9PZH+T+tbUOuSDmLQtNqem4KpY5jla+8qYVqS6rI46sXQPrjKHHksbznILUgNq0xQGaVs9YfwcsBhF3U6ARLzfGt0KULmccGYRu5mEaaL8clhAYeO2HIURqOdeQdoLyf3aIZvuhRQGwN3c/J0UGmfVv77oQVutpOgUwqlcQxZX/ee6UX6fZXOyeDFJv+U7dPLSmzsvyxydWU2g0GsMf5YhqJtJgCU07UBWvkgb5nqFZsDgwT6r21wu3ZqzD2Xe4/IsL0fUaJH0YUOUa5fDHhGlobVmzghfrYJ9RIEpAESqz9a52vmPesCTtIIY2D7F7DVoBibV6P4+KXsNE4lRIE9G/BwDoLTfuIKHnBpsvQl4haI8oUMcfkYlUK4qZ8MQCp5m4WaSZldWr1Kz1Az1eZYefLvpnGM/c3nfBd24S0OgeUsGJJG6ZYjlNbmG4uTSdF69QTUXifglSkc9iNx3OuvGV1RqZQ9y11qVB0Qm/v/J6aMmpjeDuAFI8F7ddaw9KPPwUgtWJBaiCl9GtdgE5FifHDzJOvYFCa+FaRzR1TNVIOm4/C3gw2Y0F2JE30Lhz7e1bMMjTiRE8tt3khlhyGGaacsse0fuM1nd3XQ66B/NQyyHGH5c66UCdmQPJLUatg8FQFq7W+pvo8b6FpZ/q9j8EAvbuPte4C5SZN9CRHi8nOGfEYbRrBOcRYG4L6EZ9lLsC8H+cD96pM5B2cVJxav+yzmqQddHUBRW2jhIwUNslOnQqQSs/usxsft9GKsRRo31/WU6rV3ecJAjxnh11NgAR0yoTSCBW1BEkHtASUKcnaTrHPgWm9RvaxZcQ0KW3ZgrAzA+W3bVci9bh86IkJeY9f6VjjezTLQRc9jQFPuGHe6s7O2wtbqz0rw+qS6XwKMNoO+htnxYGr+wk9uI3amu9LzxQKkHLde5KNWVM81dWnFqbO4WOvBpN78t4GnwqQkuUOpO2EvaM50DTUbHwxhSlRS8Sa4AwNcly/7JraWv2qslpMIIVd+GEHxbHmXfdjeytKrzO6gz6RNrIw+I4rH2mweMKRhq+fONY21vztahwX4rdYWmyJCRFL66zq6rvgerCweBtDgQFhdLV3Tj0/ArzWsb7jmXuO3X8Kud6KWjENoJO/h9b+92JVSsJhq7yPm7JC5FmMDFJcJxlCGjIhTdMlEPZ34BV/rQ1mbGGTRLSpoKRKEf79xr1mrQByg1lUuunx8pBS2N3HWS3YkmKQW2ATXPmeWwK2iFwjaokoOWFeVuQ5oiwGDDkw+cFAxuDcQEsFrhx76/qFKrcaj1LShbn7MqbWL3SfxL7YvdrGdrP4ECpCvWFqABG0ThictK6YOMFgwkCzwjJWjJjc91IvKUidWVOkRMQNmNeKqbZ+E1QZNW/IBddOjd0wQw0DZUvy2NapFRteBg9wLO81SKkWDIgtoVaSujwkYiNobVpuQMUCi+Hkg6Bmaio7A72erPEO/n4eqD8G6HWulJ1vn8NuMUlhoaWuPXMOylMse6wpu3ubkE6tvtgN5gHYsyU9SGmwVCkYI+KExqIW3HDBdSdFsC+b41cKfGzr3CsjpeHYfp5x2beBpa9SNubSgdet++7b7zGQ8rEms5oYkDX2dqx7edfekrJaMhaqtJtYY1o/GhcwIF4Ob3Ba/EKICigvEJKFd/+NBCUva54gAHSFkSZ0u7bfnmAAyHOKngCsAVgTytMzbs8TtsuEaZmEDfiUsEVZx9inJNM+qkAtQnLbQSpjwq0t9aHWvvpcImzJya0dZ/HUFWv7Ln38ZXdyb5jwBjZdoSCipIT8mY/xnK5YUkXSxVIBAxDdF+i71tEM4JutTm8wS5XdpF6Pi+08Tn6roOeHjyfCkDISnoTht0SzmlSRe8bb/Z11TD3jLdSun7DhisteryKjpOdfPx0gpdaLt0FsDRr9nUFKzpUi5n4vSHKzWlQEyXF9ZgsWShxTUrEzEirmx9Zr9mSKUSxKtT2/z+7M1HJ9+97xFKFLDsb9Pfrn74tPYTSmoN+gTjMFqZ4sob7pK7n+NswHkGJ2mofwfBDyBtA47Of2GFlNY+BOFClTF1nPwGQyhd7HINvaTK3d11h7vj6ZjGJTHwxAGP7657e5KtLu+v6q3d/2qwvbTRhuL3iSK4RsDL9UIYnnqA/eW3tIBeXN/cav7kFKE6+uEGCaIcQJni/EpAwFLt3/JrS5RjPKU8L6NCGvE3JOyEvCNq/YUg9SWlv9ul1myedGodiQcGt0iLkB0IyVqNTrTqS4Ydld3gsWPONt27+RohgtMhtEiBdE5OcJz/EFl2nD7Bl3DCRMIWfL5y3V4YxjPE+7ja97JlGohXtWyO0aNiBcgeW6Ynk2Fp/S9xfc8ISX3Yvjk11rOOAFT3s8VJX46ZRS2pf3GqQ0WCkujwqd3yBxCvnVa7jqVlEXSaVv7F6TORZjV5h3kzHDjM191bA9k6xn98lTjd1u9jz6u4999G5smRWvOSiYaKCuzNpII9NQ9bX7aj3ds6QMsNTVtxEYqSVlFtOMPrjKPm5fQ7Hr7DZJNeDciuK4HzMuff33hAgV4jMYAFYSdD1k9sF6fhZtl349rgifqaDvOdh7BJMpziwdnkKu7lvpf4HEhM7lUeKE0LXT/s0sBnH35V4g9pV6pJwraHirh113wFFQrhDgUQHLWcN1DhHfw1Oi9xRDAcgRdZuRnyOuLVPFnBPyvKJMkuF+C2mPnRgdinMn5n2f/t3gGcAGcBZ30ZiMxb+EmHLr+ofRh6Z9XwkBZY7I4YqneMOlVLNuFES8C5BBTK0jbYNRbJA7GV+XGX6BrqvlZH5cyMB8A+bLiku8YgvSgy647lYUy0QOTagSprJY5o6q6/pTEJMaCXYL1hnTa7TZ8Ux+KFSBFrcBemuFAUP/WqD+yPgyEeQjRT3D71wH73mE7BS0T6zLaDwt7Vf0nejsXlw7x3jRfXefAk5vTZkLUAVGP7lXXC9+CgDXBru0jAHJT4z9vcweCWCAYUAyi8lg2FtLnIeRWZtsTY1cpfo8AqoaNPZ2PtNnjJiT0MekEo70e/EOaADaUi71uTpiE5obNnpjbcf9zUNBrJIeTNa2GXa9I1ApqOim3zlPHWDJZzkmldtfnczrSRRslcH9Zg2NPa1SnVAKsJYg8SplAKaIKW7IYUMJFqcy8JH66PepdWUThbVPy76t9SOLU9nIsJimKqw8fZ1JUjVFWdssVIQqERygxakC+om83pJSer/Go5jer3XJXYbZfBwjDLTp8OJMGGw9r0BagWnbMM8rlnBrao6CFHuINPWUxqKszynD1GTRpwCk/PwfVh50Pws4T1UelbL3BoUtAy0vMDzl2dxM7O7riRNHoOq3199VAbR/fn0+0a71k1kk3vo7i6HYe2r6Je2CPQV9ZEmpln60pG67XcLECQUrFdCSpaJfwuM+59GsWP07ih95t6qBDzsalYI+0fF2HFtnbK0d20ytUBN8ozqOXfswvGSoHc6Q68+VdpZPKgC5j81NINxaHEqVCa6FHRgDhOEX4pE8IZ1nDFRMoLjCBJ1n+qnWrsL1gp6OztdX4GOmGcdcumcJDdhmlBKwbkmWp98S1mnCclkxp3VfhNSsphWpufkq1LqKndqyQNbh1UwKss+AS2zvGQt0Acp1V3Q2yCRf/Y2du7stHCMwB9T0Fp/BDTHVPVfhXnecLYKByhMhBtbPXjj+NLvzfPtynWs73IAwA3UF5jVjTgJSOdhor9Dku6WpyPKeSqOYGvBzjFesrU/BZF7VezkFEgA34HsN3dwo9+MGUuUW/zh3MRkxWrs4C7DeTWQC86zkvTf2RSFQNBUjTsiT2rvIILRAu6XG6UFwPukg3uX0LjEpBRomRDAwcfA07iDFTjWNrdiUgrO2YtDVs3X/KPY0XuNrIvYeW1TT8Brcdhk96PftVLq+c1aU3cesP76btic6kDJnlfLQamtnzY+mLTU3SoC+l7YFW66xxaV22aiAooWtGNauORZybZuuJggYkcK7lzQThcZfZMa5xZ8u7tpsrXF87NaO34+dUOcJeZmRlwXx6YaSE7YlYZ4n5MmIDzn0E3fls8aZlDgR936v9aZT1BXsb5D1qSTWt5L/QAgrN8y47L4DG0k6YWMNs9DovzfizXzFnApigiSrVctHyRMKLkw4udFfz7Rkb/7I5acbF29F6d9GdlmuQIlX1MXo9XqiWv86ImbccMWl1dl1J6cwYWv6NICUxEGkmB+fWVJHMWNdhfVOFvKmUrzGMPMTRfOuKR3S1h4EmgcuLt7qYQq8aCVyvtpsej11WzBIqrC3EsBAGEgg6r0U9I7uvt6KEjPerCYZzNsOSHqsxZ96V2EfpRuD1Kio5XRGkLhnSfF6Xz5G5cFLn6xSG3Ps0UOntJP0nDOA8ooUKwOjJ2bGn1mNGcpbU6tXXLtSlH4uQW4DKWk3PzssI00ZmDKQ0rnLb8MRoFYI2+8FRqbgdZSAXt9Sd9PFfeY4l2ahUMBj0GIBrFbcG/SpltYArBNKTnjZEqZVUiqti6SByovURW819VMqIkoDNCNYKMgLQ3DZLVOOV627WiDkCQG26w5eFhGcccMFGz7eLa/8nPA0veBy2bAogH8DPShp+qor1TsvWc/JarVeNb6lgOStKC2jSdWa3SK0+38MXKr0rnD5GJGW2mAovuCKt3jGUwOnaxtzumCnus/nT4O7T5peha1pnX3eB52DwkDVz3YxrbWfaHmvqKA3q0UNXrPjekdj6IQl9qeW4oHq3t2ZSHH2G6dM8sWfy7TnRywpc/XZEGWrSffr57mJ/NhAzPRKdneZgqE1c6wDq0Ots95e7q1V3aeC2oMSH3fDTD2Ce0hybWqu3VExtiVTw0dvwvXuFijc4dHic0yy0Ll72sMqLJFwbfUi1q0QpTWN0jEziLhXlTyRp5O4FBevabNAY2Ye6K8KSY1HFfQxKh+XAo6Th5k9yAsGHo4NwFaBEoC8YNsSyiIuwDRliVvNCVvMSDEfYk+2vMy0W8MRebegdO6UWFJiQSlpwtzcc3P3qQvQXMbs+jdFsqKEgG1KyG9eUOINl9h6mGfjfdPtU2tLLU61VFVR0L8eqEZWFFtSHPOKQHhrn6eY8YQKXIASI0KwqfEJubFHN9xaCi6lnStIqUP/PnnLynsNUjLvJuxCgHM5sOZvSUt6lxUfF9CLoHOYCLsPdiSCjIhhkZV+n39SJl+cx8r0zAoLSPY8sf5zPLnO8U3MagIs64HegzVOtpx0UKuFtOyWlGmfDGbmNpH4VF/3vCSJvcmRINFvhVqU/2YaMoWegKnlPPEy07H+PD8xGxhbURq/NEfraHJA35b6OaLvh71z0Wc3F29/v16SxUELcoulrEg0L4qp/hO9cYQI65gKSsC+lEIHVodYkPvMTDP/uwpIJk+ogFV2H5MzOLsFh5I1DFvd8RidH9o+iVmVHFBzRJk3WbOqRFmqJGaUFJBDRgq2kKT2e41XRUgeCgGzCWXv49PeajISNBGt9pM+Ryb2x4/dvp3q1Cb+1qeAmK8S2YpEqNALaB3y5F6ffsrXJahNR6mRuA4V7Fa6/k3aK0yAhNMKalxRp7cIqSIFHoXmymdr84Z1B2t970fKew1SgtL97Pyxu88sJG9hMQNFSQnnHDtA3WWxabQGG8fiyRA9mB018lEePWWJmTYtx7CY9Hbfa/DUE98tSM9/LV7SO88YhNg9wsSJaXCsXkO1UKAnEGhR6BbZxnPcRol42cbrHYgWf1Jg6mNSDFI9MPUsv97VZ2QYz6yUpVFiG3j3rfAekGtXD33sr8AsW0sJFff3jXv/0GeUtGAb5g6ULPivlsF+j5BbHr+MECsqp86xDtYLPE+i4LiRt7TY7efjUQxkniTBprQep9kYgjuXj8numiUCmzD/si6qmKOtp3WJSFFSRGUk5CAglWHEF60rZQLmVseSyUJaZkPeQcpoP70lrsoqty6gGUNaDwgRIQHxOeM5ZqSWSb1j/jFLDziCFVueDFLVHR9pP4OUnu+vO8v3CCGDLsgITy+yeGwsbQFZU4gmrLsfpUCJE8xm/hSA1BNe8ARdLluKj2vod3ba8HHsTjmLI2hRfV9cLpr/TgSUfh8VJlS8a5EgbgIzaF4/xwMta+59FgR29akAO4JU3jlMHDth9wj777WDHmMs7JwbT1z1z+k1UR+5YUuI40gq6r1r74YZxuBT959lqj+6C490c42J8XOWBh3HGj9vIwYL3dcDCdeZJ8fYylIM4qyGqatlhU1SXaB5FS3Rb0JGSgVrqtjXlbpXfGCdwcoTHLhB1d3HgpDTI/GS6Xo8EzYC/a73CLSfXYMscJfQKOsz6jRj3RLWBlI5J6RpkzRLSWJP2t+VYKHtYqBlbEntP+rus76oscCeIVr2fXKcKBmW+zMjAQEoS0RJ38RlWrHMWRY2jAIOYDcfAwnHp65UD4XqDOgBCjgy+zTmp+3APvj2e9iAlIFUKmJ+wXTJmKcVF8x4GzboxF3N2Mnud3X5pU+Du+8z+Cbe0Cv0wHNk/HmhqDEsL7i1SJtxJgMRB6JJ5f3zo+AzoiyPacx9URKBdnJfAiqWO7O3PY35rE58TM8DErvtjj58Ayo+V0kS3oUoz1064ftIPXmQ0rv1S6KwPXecqKsa3QiQPPCNQAoQoFJo0P6gb6Oz03wmk3sldXfsyT1apwqCYkHZHDj1+c+kpRZE3HDtAvp8fSW77LU0ZYSpWKyCsx+oEOTCgXagBwkPUFKB9ju7pnSCr7fWlDihgtO7/xQQ9Vif8w/orYMbhFTxVIF1BuYJec7I64T56Ya8TrKw35QxLzfkaGQJrS9t56nZTLqmVILOnFr3fQpQwu4TRUHjU7ywDe+7tdRK+1SHGLE+veBpvuJNuglQKYnhBZJ9QtvqBf0Ea3XRsXX5WpYJjh2y4sGFFYHWBssFWOYV27Li+pSwLDfcwtLGoLr65r03q7y8PDg+3muQeoNv4qMBSAHH+BS7Vvrj70NMhs0zKnQNFlje2Rf2c+/1ivOimQe9oD4DU0BJH3ysd4P2rD3dx3EhFoYepOI+WNmNZIQIdayNwIzrXutcXbBc971CYFk8fPFOyLEbL5ElNbnjInQGh898zsAn8tEYnEfXrbrYBKjUZTxu056IwqzGnuZhvynos+Ig7SZLypR2T8CmFChxQoP619YmfW7FdX/z2ARwShlBM6JPyQTaeEaEFda+9e9rxr6CCYOcXovDwcHtCwA+pvN4Pz8Lb2qtaZ68EmhZ9gmYItYSUZZVyCM5NZKFTFxNKSGF3NpXFDH5PEHYnJpqSVqQE8+yKnfBFRr5ZutKvSPW/2guXmh9PSXUzwBP8YYFjaLOcSl2x+lnTj7LsULfDjzEVJFAO9+3rXMHBt13A+oCTDMQrxlPlxfc5ityipKmavLZWzTx7KfA3feMF7yBBZD1pdV/74WyZ+6FbkTYEfZZrqnrLzHLC91RgMYE9JpGG1YqQGnXY2rAuJz/as/aWyCmP+v5TATR49mt14O4uJPYID+CFAdEV/BEX3bvTfAQ0gOi1r1aV+qP12N6Mom5WLnu++iNOcWMa8hPMgKyubOWzkAKMKAcW3d96qNHS9i32pSD/q34ibRtmOSidaXpvNjVp+LS4gK6RIdNsjYnlLn9YsoIKTd3HyzmwZ/PDH4PLtX/ODonmFAcASFnWmDQYteT/j5Ke8nHcjh3d20FIFdgiUCWGYhliogly9yl0lZVqBklRnH9hYwawt6TdHkfyaIg43+Gsde8vOij16G9Zum+y3ERGousiCghIMQKPAEhSyb1yDEprQOOUXH9sDuUXXuekFHoWD1P9+t9PMGlWVuhkS3iDOBWsSwVNRWUqaDMG3IMyDHs71NCFBbmA+U9B6mP8aYT+yoAeyCKnQDx3/vC5qiw5CqJc/Mbe9tJA/36LEZKCNC0oxq/0nWP+GztwAxg96DMFqhgNx6DNANSz1pUcXzm2mPRr2KdA/o2kdcEqZEk7Ljo7hNQgUqswqD61Pj9tQ0UqHy2jh6E+K86Ir0F1W/9k/ZRIos/qTowzhavPe1dbGYDHM9TPOYj6WOpPT2m7E9mSpKsHGXECa4JW6Aud1tCxhQFqKAuP5/VgEHjrHQ63xCx9mffTaAC0fTPAMh/95m8z9yR/ln1OD2/QuJUAGTp3IRaAnKKKCmjloAQKlKJKKkgpYyatOW2fcFFlQ02a1HjpwxS1rdDQwJteSbQaI8AND5cdwUthoowV8Tnghoz5lgR/fv5d+d64piegozmCdRmYrG415Grc2+lsutvAkICcAWmi1y/TgV1KigTUJoyUSNQQ0B5+RSA1GfwDXyGBMfRFfb6hFxf/ATdCEplAsuVluAzsilIMMiczVQCHWNxroiy31/db/eKJ0iYO6gniHgyhDH5eltkDFIyB6rnzh1df6NzY+3XSdrrqWTkmNoAqYjB3tsXG0MeSnmdpEiBaos/MWnimHHiaL/4mBRwZPL1z3Y2YZrbl9+EeVx2N2kz3wb8155Ki1hvaYdw7a92dV076oYJM3S+mkXsNmrHFXNcMc8rtiUj+2XHGZtVYI0KB+m7nd5jwUgRLGbkXX0jkJrRC1/9fA+k2C3IZAx9jAK5QIlAqqgpYitNSZkiYirIKSJNEVOKyClhqhumsO0tM+8A5VtMLSl14teuH4vyWqCuZYt1qlxQq74pnhcgpxfUtOGCIkQKtnRGVpWmo4roCRFAHzvUemEwUusTVGcKTLxKM5M5NJPIBKHQp2b5qXsyAAgVt4/xUHmvQep78XV8lnria0L9vIROKFmWATjRIccs+yJflkYH6JmFQD9B13ICWonIu1B5l9LH3vz6Q711pPfxgq4PyJ/bFwtZTSb+jnngPEjtz1Qo/14FUs7IKSEVI4PkpDnVWNL0CWJHlpA6tjQoy9kk1g6sjjn5PCD1+0LrCxwj6y0pD7xn5Qit2kb9/uCOfQ2kEjJqY5OhkSKWZpKoxS/MPgvUX1t7+m1/jpQRp4LMMQ+/+blOd4tKQJ7UZG/QjQcFDzYY2YpTTGPtP7hjmXwB912Pu9Aj6TFPMNfjFIBFXmyrAXnL+2TnNGXgIv2+RqCE2Or9tssKTaKK/TY2yUD7E09/0DLKJr4TKNqxQc9NCeXpBSVd8ay91bP8tH50/horFkzXB44kFya4KEgx4UWBqFlNe9qmyf12loZJn/UbeKi81yD12d/6Jv4/NYg2gfueCC0VzexspcTmHg9ASRE5CqsmRxUZGqKWJJQJWxOGZe+KzLK6YUZAauPJJn9qdr/uOZBojNniiiP3kl/uAThj55mFxN9HbjwWgKP402ieU0TpBJsX8wFAKLJIWiwFqJXeoT13bgAVI2rsW40Dx/LWXmwfQYgBihlF/jh9Upn5PlrSI+11rxMyWWg8Xup+N24zUXJ5zn09vJ0RVFZooD6WjFSK1KfWU5RVXyV92g0aGVXihIHU3LJO3KAJfzXpLwPVjBXzdEO6rFgvG3CZLH3RDPnM6Yz4r5aEgTXFk5l0kpTuY8kV+sC8CkAGIbW4lBigVsM2OJZvpXEvax7beCFGRb1qppnUZ9jbbw1AzhEpJuQpY5mxMycLtl25DXuL8Aw3ualFi9nOtnuoJ8XPD9z3hYASI+oSgM++4CkVm/SrQKWWo4/NaZPwX243bju1pCIdp5ZUou9X9EDEIBXdftA1v4mHynsNUvNvAlOpp7HZvXAHDRBfbttXyd9epoycCkoKLVgqpn0OCVtIiA1E0Ex0uRx3P0BWvhVHjGaoVnO+L9x7AHUliv9aBouPpe1CHubWM+Zcb0VxfKPX5cZuPbOMeuBii4ldgAmSfUKvn1B2QRpqRagVaTu3bEvsqR/s39e3tcFsMGrJX3USriWIZYBiIoW5B9kmNGvZ7m3RM9D9zwqTVbQ97C36yMRRGegjYOY65YnT2w72KWfETPcKATVW5BRlEm7LYK7TFGRuVJ8CqU+LxISKtk0b0rQJw48149e0Y90OVaXIwn48pZSxj4pm6fpJuSO2ns+EMLnf1bXlxj1Ax3KMRR8VaABVJV4VGKjoOhVAkr6z6jVDf8C60wn1zblnWdGMLn301f5adF1adk8lFFp/WwpCvWEpzQ/BbrzqbqZNoFnm2fr0xxT6q02kFhUDD1u7Z/2C44n6jAF4cGHe9xuk4m9ht6JOyyAIGwAbVE1pqgmIExBTRUmNmZIC8pSxTQkxTMihYAu1AYkBj7WrkJFln4KTzFLnor5ptpV6TWpUKr3CiFpv+6ITgkb/5ihMbyEdEwJZnoaRy2q3a2oWQKoiTBWkUIE4CAdW9v1RI/HwZA3Ss6SUl+bp5+aI9DEotsD6yb5mSXFN9tu4S5kq7s+Ih3bpiRC8rwcqVhwKYhVlQAEq5YpQuL9X1CB1Hqa6B/VLiMjQibobgdAGv+ik7tuTBMcVU9oQ5oyqwMTLj59pyhG9MKKaMgDS7wxYqro7d7cKzntg5YP3HqjYXcWxGj2GQSq6fYXAEsrMA0qoCNncNiFWlFJRamP1BusfGgPua6JnaYo6sRz6iR/b6kWZseEFFlKIoYgrcimIeQNqQVKHDWek1yr3WUM4XOjBrLrfPOD7Nue+MOHYN/ga7whS7xYMAfA//8//M/7Un/pT+MIXvoAQAv6H/+F/6H6vteJLX/oSvvCFL+D5+Rl//I//cfy9v/f3umOu1yv+0//0P8Xv/b2/Fx999BH+3X/338U/+Sf/5F0fBfg6gN9sf8+2b9Dn32rfv9k2+hzalr4JzG1bXioubzPm24plu2EpN8xV3SX9YDehvg4Eeq9Nm4Az8ZxwzCXIhfO7AUdBKMf48L+levKavAbPLYjeU591gUI9RwXZtAu1DaluSDVjKhumdUPMpW0VKVfEjH57lcNioHHMuWCQynOh2KVnQGYAxXFD5s5pC2itaEt4F8uoWN2PXHgMSuxaLV07HSkb7FJtfScLQE1rwbRWpK2tkKrbCtmfC6ay7W/qE8n6pLL3fp/TimnZgKXKxtYUxyQYvLyV5Wqrl2QPFBW0o02HD4PYeud4T5cebXw9Jgm0FYCRE5Cj5P8ruoUdBEppLVbjrjgVRBphx5rX/bKcxdycsRe84ILrYXvCteXXeYtnvNDnKy54mZ7w8jRhfRNRnyFZ5HXZE10CRTOps6LBbepjVgxqWsc6UVizsL+FzFvTz2/Ry9Xfwn05/FuPdYd3tqS++c1v4l/71/41/Ef/0X+Ef+/f+/cOv//SL/0S/spf+Sv45V/+ZfzwD/8wfuEXfgF/8k/+Sfz9v//38dnPfhYA8NM//dP4H//H/xF/62/9LXzf930f/sJf+Av4d/6dfwe/9mu/hpQe7MgA8M8hFXPW/3k/N4T3j2pDXexzSEDYhJWScsW6bNjmgjBXpLjhhgUhMN29NvN/gfqgA+rurwZMs1KXoChyMoiFRCFF4chbYPqrXU/FLToLh0lR57GnPi5lLqYjIcK7AtWCilUEqWj7TQAXIJyBUQVSljE/Kj5OZJNxPeynPee0Ja9cdgGx7ef2y3Jw9Mzz7OwZBKzOSh/n81apzWnyVum9zU/mTbWdlzPmW0HaWr367lAgmnMVq36OEhPJIbUsFAm6vpHFn47xKJvoe8MSb5gvK1YVcLyp4FOQusCW1+C4xATJRt5qzEwWNXnuFGbe8T61jDyAadCfY0+viZBR7GV39z34mDUgU0eu4n9DCBZflkur4jIRsc6UTADQ9EDeIajKqipUnDVcx4n2xzoH1PCCgKuE1yrFqDyrka0arje1KEF/ua44vAgc5e5I3vK9fJ3+drn7fuInfgI/8RM/Mfyt1oq/+lf/Kn7u534Of+bP/BkAwK/8yq/gc5/7HP7m3/yb+Mmf/En85m/+Jv7r//q/xn/73/63+Lf+rX8LAPDf/Xf/Hb7/+78ff+fv/B382//2v/34w/z/gD0b0KjCvALnzVEf3PNMFcotNq9AWgqm+YbbEoEl7FaKuX80v15FxNSYmXkPYGvH7UGrtn7ADLfXmYqWsaFn8gE9ceIMpPi8kTA9d/G1/SVLQH+3nKjqB66+GoWk4gHKExdGW28HLN1vaguyRSU2RQ9uDFIACGKYgXlvCQ7Pohy3yf032bps8Qr+/SrHG5Z6w7LesFwLUm7gxJs9FEICpkmePtQVmCvqZO9q9XYEpRHT7zJd8fT8Fh9fPgKeliNA6V/VptWSuqDXwDvG2DmN/53LCOsUwHQfgxrFnPdjkjtXXYWPANwrRfszIONQ20FtdyFczfuxEhpS5Og9K5JZxCZqT42YYef2oYSQqlhRBFSdlQhYjEmBS+tE9yf0QOWZgHqNUZjFy2B2tfp98pgPlW9rTOrXf/3X8dWvfhU//uM/vu+7XC74Y3/sj+FXf/VX8ZM/+ZP4tV/7Nazr2h3zhS98AX/wD/5B/Oqv/uoQpK7XK65Xe6Ovf/3r7QP63FK+ghjBR8E9n1ZEE1xqR26NFBZIjAUigGsoqGFt8wCstdjZY0F5aRGzeY6r4h6Hr+3JJEQVFPVuft2rPu5kNPDo9rHvW0kX7Erk+VTKUNtdU7UBVM5IpSCUqo8j96piSXXeg8ixKAgxJQmLskRj0bGNdw82eYH67QBQ4/lQfL61R09cGQEU1zeTWcZ1yk5Ktq7GykDsnlCC4lNtZIlcEDNkJv/WrFN2TQXR2lH2OD6AghoySlyRo9Gh++0GyxzXbwtWzEFiU8vzC27PiywqeIV4LJY7m7rcVPPeUx5pHIoj516dp3Ky+1BGrPZHylkM+9uIo1qUDKVyQXOoR8j8S+kX0nf9UkI2A1DGeULBS+PKG9O3YsJmllkQIRWeKtJ2Q3pyr6SWlNbdQvuY4XdW/+xu9YQLLeHkszcgAJuz9Ur5toLUV7/6VQDA5z73uW7/5z73OfzDf/gP92OWZcG/8C/8C4dj9HxffvEXfxE///M/f/zhGzCNzQfmIv0dWU2jQLA2gGpX3CDVgtZTAGrIe2XXqAZ9RiYaKgAogT1B3XmW7p/HCwtI/VwQCNr01Tjw2tMLxqH/+5s5GCw9Ev+eUMbXrrqZ1TQCKAB7Bhz73mi0IbaZ+5ZNgoFGswBy7gQBJA9EE53HESCGkZ4sYRRg00x9Oda1TQ735AfOAsjRL4NIecIzC3V/253NJ3E8aI40Hz8hV0poZKAagCkVAaklQZfsVkhfyEmq3z0NfVKguqy4XYqkDVqCCDSObSwwi0qXOFfCgsardkHGQCW1d1SxQ//xEaD6doAKywneAOnQsXXwWBFiRQgVIRTJABFo3wD9jFojuSM4Blp2K8tUlQ1T62MbZkxtOot5SyzebVFVmapgMW0EIKUs0wiKECl2BYeXU1HZpkq5J5Qom08Lx6cqnetfuw72aT37Nv1OgJSWEPreU2s97PPl3jE/+7M/i5/5mZ/Zv3/961/H93//9wtIqVHCSM3xp5Frz09M1ACiDir9fTApMAShsE9R2FWACF1dh0ZM8r0mdkFEtdMeMdM3J8R3wSlEdl8i7euB6tg7lDxxLL1fXI7t96nldm+l4qCDACcAZQ+6z0ez2BsPWhHXFv6fdnFqHDSlecw0sHl94FHmQKaRmNWm9z+PP/EUgJ6pJ3XFLtSywyMvacIiSCZA2zo7Bq8GwRLnK0ibWFEYufpUMHh/f23x061ijhnbtCGFjClsZCndus+ysLeG52+9NbWsCPOGuswCUj4A/wQZe1fYEu+cmVxpznvC2TO12ncoeq8w2IAeVN6l+GuwEjv6Hmuj4xeg5TaMKSOlsk/wjbG0ZdSZSme38CxR5vFlyOpfSu5RQJIW61NBBBTYCtemNF5J8dExOkHIL6GsCKVZ5EwwYeV7hcg/bwXH7vbnIDUCqrMVODxBw2dYPynfVpD6/Oc/D0Cspd/3+37fvv9rX/vabl19/vOfx+12w2/8xm901tTXvvY1/NiP/djwupfLBZfL5fjDN9CjMZMhtNOdcfeVJKFLLzM9VTXDEy0hBLGmZKJqQY4b5thskoCuW5p4Fz+0zH0AZtwQmtiyi4dhxx6VUVzEmIOvl+QA6tF7vFb8FTUGVYN8LimipLTPP/PRrqNDzDvQZP+6D9kzd59d0zP2mCgxKhx/AhS8825Fma3Wu/D4SSXeVHa3mizV7vmKIp72tbhKwbRmzLeKiZdjVwDQR+JAt7yQPPdNiBShVuR0kyUnEDFjbjGoGU94ixc8oZ/YK27AJ7wIdIUL5vmGeFmRLxPwXIFrECbXG/TpcPyCh6Bn5M+vMjvRez2A8bhlejMXLwB5/z0KPd97j2HXdpyAExoopVSQpiKZOVJBpMBr2hf9G2VgOb68sVjlSLb9hWwlFah2mLj7DCG8a/AFRrBIISOk2uZQVSw6KnVwMliz9cuuv3tLPZ2RV/i3R8p3AqR+8Ad/EJ///Ofxla98BX/oD/0hAMDtdsPf/bt/F3/5L/9lAMCP/uiPYp5nfOUrX8Gf/bN/FgDwT//pP8X/+X/+n/ilX/qld7vh19FmirfCnTu67z4fmZIkmF6rFa4+dr62ahMV+9SPVCA7wypxq6ixDety3AXNipIRJhiawYI6kOb/CEh4gdonJB2XTwI+Z6UGIE9A2u6w9pLEoXIMBlDk4lh3S6h3hN1w2flotuaOUHX7tEdzO34hCDABAAdS90rPusq0zwCqB6njgo+eJMFOSdln1g3/Pq8r5lXYfLvw8GsCcVCbA9WUcSFGYLkWXJYbNsy75bRhxgU3POFtq8uLESaYPIEr3uAt3n70Fh9fF5Q1yvU/giiGalUpQF3bc7LnQZ8z4Lhi76iMwIiXo/AluOPYQpoG+7X4lE73UkBNaj2VlhZJACpNakFlpOgVl57ENCo6QiN4yXqbeiJAdQG78Y1MYZN8VUa8xfMud1gehKmihCtKvOG51N6KAszSZeuIiRJ6rNYpky+4Pf35wDjVki+PrXn47iD1jW98A//3//1/799//dd/Hf/H//F/4Pf8nt+DH/iBH8BP//RP48tf/jJ+6Id+CD/0Qz+EL3/5y3jz5g3+3J/7cwCA7/3e78V//B//x/gLf+Ev4Pu+7/vwe37P78Ff/It/ET/yIz+ys/0eLt+EWVIj6iN3+pald++gukiaCoMFfYfWhtSOrt8j9pQsIQFxA6ZbRU4ZKWYiRUirqUUUAKztIguAGzRBred06ifbnwngtPRuOe2Yj1lRjwKguCPOjytBsh3EUlFSi02RttZydCKnIBZUjAZQzoryU0wFeMyS8ovFsdV0wzH1EbsR5Z3HINWTUY5FKf1+wqU5FQ0S+2Xa2YnJ+Q7NbWPzzTLmbcVEbr67G2vEqvk2xSoEYVKmCQJ60w1blIX41q4GBbie2qybC17w1KDqiov8vtxwfb6ivgTUl9ksqSv6VXjfQlhl7BJiAccKILkn92pXsNFxO2FPUHqwgthtH+h8JkLd86AA5vKf3W8zgKlZUcu6A1SaMqZl3QFKXP5iSaXQT5hX5QXA/nm0sCcXdv8JcMkCmismAq3ZRVyNTOEnjksVbriGJ5FRS0V6umHWaQxMR2cXre7T+KLG6T27T9uPX2vU9iMvKO/77QKp/+1/+9/wb/6b/+b+XWNFf/7P/3n88i//Mv7SX/pLePv2LX7qp34Kv/Ebv4EvfvGL+Nt/+2/vc6QA4L/4L/4LTNOEP/tn/yzevn2LP/En/gR++Zd/+d3mSAFCgdUU9AxSQE83V5/rRt8r/R2ZwXoNXkaAB0Nr4BCBlIBpLShxk+SPwXSi1Dqcscf6mJTe2Le5xkpE4zpGI31A/1GAkmtbRmYGQ94PaD/TzM2xHRH3gDFqFXZZBFCqMPiUTKLxp0gAFeO+xME9Jt8GTnHUL7vBFpgCV4ZRznuQ0hx8rGb7ujAWVl/7xxwYo4m3SphQgOqf2FNALAbF7L6IgrRliR1ssu0AwIpUoU1fh902wN5nwyR9ck6yhuzamH7jybw3MNtvJ1OkG+b5hnKZkS+zWE9MRdcJnk/uGVmr1nGjqYwUpPg9GFw4Zszg5AGF6eWeFOXJUiN3Icej97RPVUBqzgjThmnedpBSgEqpMe6CuPckFtRTcoxcIz1Rx2cgS8mPO3ZJay+Le4+R669drFOuxX1Lra6EjKtmsghi8YWngrRtiBeJI+9WlAISs/4KaGFImJLBYRSeU+UBym/2osf5aQ+UdwapP/7H/zhqPReIIQR86Utfwpe+9KXTY56envDX/tpfw1/7a3/tXW/fF52n4UGKQUXTg2jH1Irxcp2DsTxYVvq8oR9Em1hTmIBpqyhpwxZltrkIY+luqiEpMCl4HWvRpA6H7H3siPdp1wZGIvi86JAJCDDOSNxdCQqoBloCUCUIwSUgSi65UFFCQKx16O7LkQAqmmger/G0r25ElhMTJ7ybcO6O93RzeafX408cQbRWUFajfO7pFwxQErju2X1HkNKAN6+Iu1P6a0Ys1SbscqyHQYrZfep2jt3LSJ+MQJ0kG8W0bJjiijloLr9RVgqubdku4YpLuGJeblgvF+RLAZ5in8lAXX3P9KwMUApSOobYkvIgBfTgwimZfP5AT3x6DZj4HJ+HcL+2AlRBWFbEKWNatj3+lFIDqJCRKPakHgyO8R4tK3UJ9kxcLgZjvpcVBEwNpMSaipj3HsvruKlCJcSciylaoSDOFcuSMecqcXUlSHDfGoGUWlcsGz2RpaJvd98HtHjL6bcLpL6ris7d0I4/ikmpycqTdL3FxJaUWkkaDyCrqdMK1Tprm6T+qZjzKvGXwHMhMulavRU1xswjm445Q3nX/PtjONvEY8WyO/DT9PvUHdbTonIjisQApFxQ0jjeU9r6O5JTTmqD3XUjvZ7nPp1t5uJjsGIHXOre4Vg0L4hBFDMhTWFk5yHDqTGtzCY8xquYu9jFn6ArHEssSiftDtl894LUKkTU9adgcAPSEzCvG3JYsU2W/XzenXpLI1GwC/C6uwCf8IKnyxPW5wXrdQauFwGnZ9gSEG/os49lsCU1wbJSeBA7I0qw209dmhcc52iNyBGj6/C19uOrXXvOCMuKaVkxTRnzsu7xpxQ9GcLmITJIaOnjmUp2OJfKuipYhC1FzwquTgLm7BTC7nvq7ssuxn76CDA9C9tlqtUyw3hA4Wk42pbs/lN5ykaA7tPCr8nWk3/9TwVI6UJpr4EUYO49/QxYHEpNV/ab835Ot8LBQjpH3X4lFUwxQ/zKG1IblWbxzCjUOkYxNy1eYlk9AJm3+ZOtmyVdlaOfDIX93C1bXxg7wOoTJt4fgJqSBEJcqQ3I5N69hWM2x3FTMco0cz/99Np4aZ44wW4+OKD1Rd5L3pzrk3VYz9AaPTHvN632aCdOAyJFglhRaROyRFACggcl3+e06Ge18qWyzXNwBdJcMU1y72sjSlxww4obbjtZ4opnvG1Ov6kjVCzhhsvlivxmxvXji5An9BlVwL3Qs/isDcqevbXPbBH64i0pP03kLskBZhldaN/Ffdd4NM/1egKw3BAXcfGllLE83TDPa4s5eSXEepr2JUD9Dkeg0pdNGC8Civ0osdklTbWME7bIpK8vu3PwhmUfVTxNxOLguiyIKLVv4zPqc8AzViyh9HLPW+YKUKqtMRFGj+O+6tv9ERH1COMT7ztI+YrTILIO0rPjFGxY84wwMkWm87kRmbVEgiRkoGYgZaBsRldVdx8AVKg1pWYZ2v7Q9skDmgVtcSE70qyVfjj0Rd0G0rHlHGaoyeOnbqD0At1+0fO9XVcQxd9dCxBHIAWUttQBx4pWzLs1xYk3jcUnIp2nmbL770YAdYxVmSV1r35kKqVlon+k2GTnI418JvAxC4vnSK3guVECZhtSLfvE3cDyzLv4PEDdEwBNoKhFNt2APFWkKWOOTNzYduB8xgte8Ixlr93bTqp4Dm+xphm3pwXXj67AywLcQs8+fAMTavoMOgbVZT7B1oLyQXUtHqT8ZwUXv66Vt67Y8vLHdWtk1bbvhtQsqHnexIJKGUu47cSIfhIEUx3sRdS91r/SaB24vKuBXuFUarooo6lFK+QKvYtfijrJdUzWpnBOWBotXY6MoWWOiQXxUqFZRrG2GJVeUF1+ftqAjz9prIoNAX8s0BNnfHlwntvvHpA6Kxz0UwHAYDaSZN6/erZfPytYtcNiLW2JdFtanEkUvdUyLmq9pB1wKip1OlsyTbpsv4RaD1T2XWJJqp0ZUWJMwAgQK8hXb6B71HA6zRfqBPEuOF68nPVTjj/pcbqNiBO6fzRxl7N2+Fln97TZ41v0rCnOeB5RMRJaSVl7KC5aZkHziBaPyqWfuOv73Og79/tAx2g/dwpUzNIflX3K1BP93kcBxe23f443LPMNL8uGvCwGFGqFaEyquOes7jlVIRwF1YFzkBq5/jhWxZaX7l/cMbqPp51MAJYNaZbJy9OyYZ5XzFNzw4aVFI3eAlYFhzOQjAhMOrb61/ST6H1F9PFgi25LwgCd+AsAupSOniVM0st+D09f1zlUWCpiXjE9YyjLDtautptfAoTdtlom9LK1UNtWnMvdk/J+gxSboz6YwLRxXyGjCnqXYI5nrFAjSwaG2tYDkk3Nbd3EsmZJwzGrQJfmBRN1lOv+3tIa2Q3MGtKjpMqMCKFX9kw/vYJ3mVk1s413rD4FwJGFo6w9dWlwnobeOuKsEz1xwoCLcz0YJ88IKJFqodKzK/3E1xG/q1/Xx1N99XfmFPaAZGwsZmVVxFpl/a1cEEcxAa8QMRDpb9ol+BiOC2WJO0gC4II0WQ3y0itq3fFCiB3bL96wTDfMlxvy5Qm4ROASjvEpfg61/higEvpYx0g2nzHx1JXngchT1T3RQo/bQUm/V2AqCLOAkwLUlCTjhuU3sfpidx+v36aA9agI8ceeWfPc6/SuYl3ZvQWwbI5Vwowb9bUR2SfEijBVTJeMuBUj7HhWHsvPTH9B+70SxWQKdROqLPbg9qmwpIAjCeJeTzE5fzzfs6RGx965RwCAIgSKFCuKpk4hYcYMv9TgQvVzXqpDW1MsITleXQDBAYd24zPcVYsstivcJxMcX5InhZsLUHMRqnWWwKQNnpM0IjMwacLE4tTt1zhTT5ruGX8Kcma3HLNLcD2ZxsoqPvZ69TYjH89z0XoAMguLoVipwHIdpa+TzbcvEll7C99rs0BP8R0JCXanRDq2/U0bMK8Z87LtFoJfAPFsnakLrpKrItxweb7i5fkGvFxkHXUFHCZO6LMyq1ZdfRm2PMMIpLRJziwpzRKjy4WcJbvVY0ZuwAVtrayCcNkwX8SKmhdJrDtFo+EzU9NHU3vW3rvHiB8pqkrpmFWuMDDt/UsyqhtJQvulUuFHFhUAIALxUhDKW1xa/wu1u7EUVvgVkDzpzDRlAzNOkDCyzPT4B8rvDpDSl/Ud2+/n75Pb7weHP1fvw7PVHyjq4jPTPe9CHtA2Vl+kESf0r5r44nM2tyGDjfmx+2rRe2h8xkPZ0cNt1/P79DkSdfQ2a6r7XYBRnWHYz1CQ4om3R9LEsltSHI+yWNS0R0w4JlW6J4sY5eM7Us3tHU0RUOdqX3jOVGptwTE+dgHZOXm4f7QP+Y5uNRrcPsbKc6T09SiuFTa07D7i8vNJphbcoJONR8t3LG2dqWURa2p7WlAVlHQ9KY3n+vGoE39nGLtvFOPV5/djlMezxpM8KPE6V+yK5LWvmDp/KQjzhni5YbnchCQReTEYzXN460BJgQuweXSPANSj2U64aDiA+6mM+QUVW+cZEM9MpftovzaXfqV9O5yFKCmvcMWCijSa0nC2T2WlFraUAWtnVq5UZHlL7ZXyfoOUdmRF+xH9lCmq3jd9cfv8/IkLxsAFOm7CUCMItSLljBwTENTDXHaQAdRSMsFnxAkDKTlOWleFpIIcdz5fFCAAtQiU4lr2/fdByl/PnGX9Pvs+stKMoG2ikYFqI7GgxApm6932GFXPrzOLqmcKekuKmVcMFVLXlZ6Ra+g+g/IYk1KL6YyzaO4+LqEIeLyLp7krKuR58CsJiK2zCqBWpC0jLePnM4AyId1vbd/lhvzmirotwDYJ249de36csKCb0JNAzjgrZ9bUGUix1cTsvov7/VKBS0a4rEjLhnlpIBVb4t2g6YstK3xPdjHntflA3g2kRmNE9/XW/rH440RJWhBRsFL/ZkWSY7T6/HXvvQFT2IDngBKvWFLBfAzemhKv+1juyg1tXp9O27mib2edOMzu7N+uRQ+/q4r6mb2VwxR0Hzxlv7afQ3EPsBZ3DbWuIH+rb0wq0qEtCMrg0QNEbu4zQIFK3YKAKiCPa2QWtxQUZ+ixz+zRDt15FvTtyRS6T94q4ghp/EYWkzKrSl10R0KEiXRx9WmGaHNOTacApUQNteL03duMrh2CpLvI8zP7kYkmgFmt5zVrn/tgeB9ZtHqzInHL+k4B5L0oCN07lzVVnROza/82IcBbVUymGM5QWzasy4p1mVA9WLDmrDEqJkMou09dgWdxKR1HHqQ6lx3OY1QLjsroUoEFCJdNWHyXFcvlJjEoyORlb0mNVyfjeA+7gX316/QLOSI2pTK0Xuhjz/rJF84CY/OtIgEWdiKFeuJ0xMnvZvFdcdk9CnrPGZusQzUD6pOdtW30Buzu43bhqTrcTpoFaOS+5ljrg+X9BykFC695acV5gPGsHw8+nv0zmovh70PpWDQdEADUNn/IukQfgB9tYrbbXzvfpFLvuvJlZBnZL36vzYdSIGP8PZOE/Bz3tb8+UmNTDdWKMiurJ1mYyOwz4vU8qwkManofrU2zlPp5JDp/JOxvbS1zpElYbOBeeYQp+InK6LbnTX8MUuvhFULWgC5iWV3LjEFL7V0lWcyTEA3ykpGX0tabQj99w8cgOFMBM2u924djwaMMEiOQOlNEO8Cq7XNGmo3Ft0w3zIFVIJ2hJ597Og+DFKt14/6f2yjSI3Sf9DEFKikjRz/231RBNT+qqLICUhKXmrqraAztwCZFbtaX9ui6H2sG3g0xZ1kbrn+Qnqyjfyt6g0CnHChYMSvQx1g/FTEptqRG4MG0VQYgP3N9pIV59tCIcdQGSW3fKyCr0EYBKF111ksV9hXDdVW2rjhoalfprbG+9P7n46+9RaT7AgwIt9Yl2LoP7iwV7trRfSzV3gYk+voZRj1o2Zo6vIBhQSQgG4lOD1qJhp+RTsyKOlpFZhWaXiwZPXSWior00p31rZYaA0oI3fpawVc6CwR/awUj/o3BwJUASOolElo9MPWRPXZvSau0dabCinlesS0b8jIbSD2hd+9wvInd8SN3H5M+9NnPMkiMQMqP8eFWgIVIEpORJI6pjeUzT74+uvuk34wtbWPfsmWv41azYZpXxPNP+6bWbzpdRDnDGrPmYwMkfRIzD1Vhs+c2hZQJICo3Y3nBBWLlh73zUBuxEqG/6URtXWJGJ3F7kGJL6sHY/vsNUm9wH6TUj60d+eACwOvApfvYrXCx+9QGaDUBOQF5isgtoaqWM+AQ7SbQL0qQ4F5hx2oXHgOUMgCD28ckjR70NODKRb5NQ43uSM4pTS/sszawD55jUhqC9tftQ/lHXV4BTCf8agYKFq03LO1+VtfsVu21XW+hKvFDj+NnsnMZeL32rOe/S6kRKNpvVWgn+qvBZ1W4uEnYAkn0O1sgJ1hqjC9QDR9VAUuhdMOCZScTzPOM22VBuM2otyR0dBVGrGEDNmZueJ04weVdQOriti5OVYFLAS43YfJdVszLDXPsJy7zysQ9ccJAmutH+81ZTEr7Hiti2lvVfuURpcenwyizcaspkUr7XhFwQ8CC2953N5R9LFQoSNoEYr0e0y4kTtWODaGRKV6wBCC29gtq/bIycIX1N41JaSyQY1JnFvZ1WHWH8v6D1AW9psadmedGeJDhQKtnBZ3NreCZ70TKUIC6XSLyFFGi5qqzYP67lDgYvWdAx+4ELZ5N1IOaUFNtAYHSWWZm0ffW2iPEidEzaNxIB6o+j4+EjMP5Rp5gMoVZUseIwWvPIgsRiu/9DKR03pPstxyMAQUZE3QCpwqLDM/yCvvzyLl9apuMhBCKLEzXreq6n973ZXkQKwpczISD23eoAyCnnvnFluXYzXfcFtxwjU+Y5xX5csNtnYBrAnLotWTPQFSgVdZhdsfBHe/rQMc0pzgaKZS6evCTHlNkwu6UsTxdsSyS6mkmcHrG20PsTX8zCnqvNh0Vn76owqUpxvS7OdaPap9XrsbXjWAVi4+32Vq96zDQZ1Z2jQkY9rfec2c+T3iaXrAsGctSTSF4C5OhV/QMTiVOZHwAqb0wSHniBPuxmaX3miU1YgEy0MVmPS1oi/nJllNAaQCVQ0QJvVvrXYHqXQp39YIeOEZEi959J1027QOO2XEW3DCtywamBXXVjZH3AVHQ22gWw/czTdTiYnebD1H3VtZx3pXFs3xQGgDdSZ59pW7PAz3BEnpqUisJo5QdqApsSkGETEqyiZbqKhRXo1wztbM0UWgDr1CQQ0GcEtZ5w1yAyu4VaRTph77r8AReoHdvc99v4FCbtlupPxQYVT8h72LN95NR7c9hxRQ3xJaQtS7pfJ6UXojdfYmOHYXyODDqxzOvqM3jczQvaqkIl4xIc6FSyJjC1tnkpySRbgZfXwf3QEoJOPq/up5j17c4W3/YzxtNMbHrqrUeaOxVqHdCgW+FufaZRjQ1xYyVS42acdw1hHb+BNRwQ40rplSRQrOo2KWnrj4PUi4BdwdQ2u4Pos/7DVIfQTojd2alhI/cc2eWlI9FMXGCrKY99pSAsqAthy6JVEuKyM2CsjWT4m5JGQ/o3Pr45IWvGbpOOLqXCNIKBjDW7jhWJoKqwgZGaP/M5WWxelv56oxuMaKL4LBfgY6TEPULZpirTzJYsMXm752g/ErRbPuwTUVqVlZsAWhuLXmr1AkWAyKd/6bAm/djlcrOlpiPxZWQUGJBngJSrrZopLr7Zvciqvhq0NnCCz3jygn2mjRWygtFnPWRMX2EWYEJGSllTNOGdcrIEyBLXYTeHeRBSC3A1yjoQO++1Hc6Y/RNbv9iRIk4r5jmxuhLtgqZ5Sux7BJ+UrMCVJ/rxNx9PaOTa08Zo30yLMC4I9bLx8WPi35f/7vGqrRfmhVfWr/WCb8LRpIiUkMxfajGBpxLwJwyLtgEqFiRj60NdEK3/mWQ4pgUU9A/NTEptaTOiA0MNN615919jgFYSXOr7VolAnkKAlANnGS9JHM3eWHE++r+99vLB2PA0a6nn4/FiAB6nmcQ2j52TBj/sLTfLBBb94H4rsWsLFsYUrV+W9FJnXDHML/quqyV9kVAtcCCyExYyTsY2fA3ckFplpCSKRQMxabSqQUWczOrS/YnOt+eP6IgBEn4mVNGTlm01NKEAA9maTKbizQKg5wx4nZ3tBB5tF5Z4DGwq1ISu9rnLBvtbxQXWkwFeSrAFA0sVCh5ronO4Rot7/D/J+/9Qq7r1rLwa4wx51zP++29M7fi/kMiHni2pQOLQiI1TRNMSsmgkwwPglQQlcAi0IMUPMhgBx6JliJ20l+CSqkMkaA2RNlBFFgoKELY3vt73+dZc84xxu/gHte47zHmmOtZ77e39Xv6xst8n7XGmmuuOce/6/5z3ffoSx9Eb7Wo3txnAazO4WLmW/aaOHbyJEZoki3dX8v+JVgpOJ3FSXGBpwVBtVVnxgXzvejYtg0zWgu07jiPBUbEf0XhTa4c6lhW4WiqmtVaAYnyTb+jt6t3WHvcB1nfphXICYvPCNcMtwGO66s193GPsX6nCHuw9ELYSXnZIPX7ILnDLM/AkBqagW0H8Q0yRbbgFoB8ocakWlOcqDUFMzB7kJLutnXPmeE+1zI2ERx/h0spB2xPZqCewatZ01ZfSHw4cyA/V9h29n4JOLwXBQA1FfZA1RI0etKJftI/J/vkAuapT4hgZhAFFF9ASaXUCFcIJoIbzAyiDAflCrYmxA1GGnYQinQuLeEAX6rr2kHzGOnbZ9tuW2sBtf8ibKXgZF8v01ZtO4+LmrVybXmPiOBT3QhwWzZgvwAxA8lp4GaLfK257xZxYkSE6oXQkbmPdPMJhcm3Iky77A01W7MevZzMZaIpkDTP/gbNOLE3gGWJE9LsDJylcBixl3YlWzfAYzXz/8y8iiLYqMlPbBejua2AqAKXL4B1GGdlpVISlfwizYUUbOk/I7ASzpPzSK88tmXDctmxXCMCTX5Fk3IEJvqj+m1ngNYn9b4AqS+AaFM9ccKSHEYUdIKXBS5TlyYgFubVepkRQ6gdaZ3iQEtc2JuB1A6sEess4vPvq1It7TwVCxdU2rRH1GxZP6ZmAtJebkv/fZJj7wVhMszO7tO6qvu6oxFG/VL9dXazPAtxQplPGZfyzKqx5TqonKlvndK5eLcihFGV4TBDsh16U5dNn2QAC9amNsMBi0N2K2afMPmMieO5n+g2w0RfepAqc6AKV6ad7LgjeYX3eEyx1foi+XzBRdGmpogUijYlliUlSFwwzjhxBlJ8bvs8fRyOtYocslBk4BIxP0g2CdLNLYuP5j2mg1oMaPWjiRqW9c1Zj2rf/NnME7vYOwQsWBERqhFRAKJtZ0IKfaT8ldBJJtSg7NwhwACQfIvYjGY8YUesY9Jac15Vnar19V5wxY61kvMXXLH4DdPDjvlhwxw3LNcNyxVwvU9qR0tBB47EiQvuKi8bpH4fxC9FW7yDqv+3NCkDSLlImykA28UhTkH8S85jdxN2J6YkiWfpVfcWpHrAsWSBnhmnjJzWLPj5KEd2X0tNJx9tZFO/fd3bhXvruPKaHhq9J5iJTuLrfb/LxVO11n7Z6HlX+vz0HLENyBScarts2CptV88L2BtNSsx2TOqp92UNMdZfsDTPYJ3VqnkzHY9DYVC5HdkJ64CbHR9266Um0ja+LvAlJAILsC3Aunissw1XtcxIa44Op+NQKS3GS+hkn6oQItKUxCcVndzjpdzjWjtBtSi7XUe/AvUgNdKirLnPJp0tJj5ftn0nQM1uK9rQWoGHmlEbD0ZCxRGw+J7koDPihLhaLNDrzLdd5pCxY65YzTp7HTHjMUrvfH1otWFXmjvWtcqXzzkC+7FIUCRwWb/vjgkLrlWr2lwxheYdc1ixvVpxvSRMe0TYIqYtIxRBpBm3PZmG/XtHefkg9UHowCbTxA5saxKYUeOa0gzExSHNxXznHPYQsPsJ0QU5GslTAaW3Dz+31I4SnnLQ9Q7QI5Xr7JqUhlrHbHtN/nZ7j2Tk6f3TKKEJY/tiWUKA+i1Uv7DUCfr2xfNl/RqMMVKnfDLXfA40Vf9QdpQee9EGepBSnlWqvypZ51vzS08X3zEZeVNpH31/ulqvAEdf3VQ0q9z9P2GHHTsOWQLAgy9BvhGzj2L6i4BLZdLbyH3els0AUHxQCMC+APvisYcJu7MU/qmClC7XNtnPWGiy5JrayiXbv2Sw9a1fjIkQWqaK+tdGPqmeWv+cua/OcQWoadnqDruT2+Wood/tdiUUd/q8Jv25PYe0JR2wO3pSVDuXgmmI3OhRtr5tbXq+dGseZ5q0hz3VxXId4SoMihY3d98akz9asBJyUsRUxJwZmxP42pwk5w2+kGmWhDnt8DHDpQQXs6TkSoCPUHIQgOfWTZb/t0BqMKCZXyxP5ZiBtHjswWGfArYpYA+6cZ5k2Laqr9JExya0kcHuzH2v3dKy0I6Mt/FVW+esNU1ls5zyXB3kbZGkKq1/jFfVO9L77Xl3ahhTsgFNfr6Y+wTuIjKCaTk6ZtvtS0ZPPxrC1snPxD7tbk02d59tQ4Ely7DrEyKxtgWpubkX+43jcqJZK1irfcx7sS2mS779fvKFHeo2ZJcRQkaIkElfXF6umExc6bJMidSAVJqAfXbYpgmbt1SBUTa6CcqkVA9eu+i1Y9IBQvxwCc4LCUSo7hkITudgOyD19RlxwmpSz4HUXH5vyQJQs2xgOM2yy27wsQLUVJdZTbR1y4zHZdnWaQvZ7S+suU3B/Si8tgSJgIh+xI/PFeINRR9LylCAPM4VbnBKVqpAojoDreDogEM/03SoSaHWqlltpg03zKKh+lQy7JedqlOUDT3L7tMOWbYxSqhbgmy5XXPOyssGqS+AAJXxSWU7mAsBIhezRyzO43WZseJSpW87aTVo1Fc1Wk1zo32KWrjh8tnDQ68lWH+Vve7IXNWfd+bsbr9z9C08V/p7bE0bdLzS3MNfUWs2ryH1eh/2nmwsEuPwKQoomEX0PpD2OYMBaksGIOVf/Vf2uSJymbT27hUktK7VfKwOESG+hd58m+AxY20mOBd17kQU4bHUPmGA8VT7e8YmC4GbkIJHDg4hyr5TYU+YN2kTbjefzbAjUGVfAssXj1gAanMaosrx3W7p11AijPRsgYuj4KQ4AD4fQYViP8191KLOLnS3JpVNsH1sNKj5Ys18FortLsQKUGLK69MV2xE1FoUAmrg5BkZwgxsP2+bgPCNTODOeRybG8Vzh1Txas3o7zmVeeMwIiGX8qSAnBukZeyXqM+CDKaSuiCXjhX4zIIpm5S3AU4jVfec+iwzg3ZO20fKyQeqLoCBlghnJxosB2BYhPjDygZvlUWPSPYlav4b1eTxf1LHMzrBSlrCBnr8OzYr2fe9r+XwX62vQOh1UoawohEfWWa9QOwhH6Zt0KiZ4LFiNJjiiPqTmt0elp5vLb+nT2N+PoG0/IYK+Iqaa0SlMqXHCjL1Ijrqx+lSXeT4RJWcxfAhwyTWnep74vmg4VPl8x1QXRiWCTLUNaGjyPiL4BD8lhIeIkCL8LlKqM00TpyLBOxHEovdYcWlCU5/wcLZbFG5l/bhn3PkQ5R6SK5MPLaPLFq46JE7YVehMk7Kxj1WTykCI8A+S8iiEKLsPh9aXpCmPuHeW6pQ2P9+YhnOss1pI0wb1gezjWC8lixrkkzl/dO5Iz7qnWMHaClS+Nq6K0TIHyOZTszBH5Y4dVyxYC9tRtVG28Qqrg9u2o/49Wh/eRcL/8yB1/f3A4+93km/KSdqXFAKiU6ff7mQzvehUerR7F7XA1C6/NyVH9EQBdsps9B0yACN6LWVU6Cx9+yGppfeZ3brvUbHysgJvT1y2ZpBW6rS/TK1J+kK5dMDCJbgs0W1ONNHYovnteNp2BIb+AI6UfC4s7HcSzOUznaw28FJ+Q811rCE4EQLYEpzAXPQpwc+YEIskL4tBqLDA1uzrNsxFGyjtm8WkEpYIl1ufSHSt3zS6UDPS2RzfT3jAI17higvsBpLUtPp8361eMYhFc0CYEjab4sZBmXx8b6wdsD41m5PQd+edalIZmCMw7/AhYr6smKYoQbvTjtlr/r12MbWaVTvje81JF9URGKm94zgeZfb75iF775S2YDRCUk+c0HM/lxWhLYyp4q8JYUgiqaRFbAYVaZO1tN1W5q16qKiZPhw0pntA6jUigN949p5fNEi9++od4OLF4QyH6CR2SUgPvi4P1qTH2HLRpubD8ORk7H1QvUTT2qV1wNsdO+kBoeNeSQbnpixdaN5+N09+n6/42yzWH8SU/dY31D9Ta4+3rnXrbNaJPfKktU5aFFOYfFeudBQNbF4JAt/RrKp3z99Ro2QZD/DIqeTLcIB3umkHASrD1/uasdUnsGQQ/pYKAA6pPHtqWk+XOAE8NW8mbGA8GVt0L5oUr0vK/4S9AqBoduWqzrSza3OXqGzuaktei4a0Gn2CSXr7vAp2ntDi0KevokDQC0LNIkqzH9w5e8tm3PJdvTX12SwaLhcCVBLHRqG+V4KEAajezMc27cezNVG3oqnWt3PczpOW8GP7wM55NomO155MEdBDmDak+J6yGSN90fXp6F4YnevqeJbC7Bdcb3z9LW/aRLYDacG9n//t1iWhXrH1ullB9vVpwF9bXjZITR8AJnqAxjKSnXwEKk7Cdj8j/b7SAmyKk9ataH0ovILdP1al6L18Xwc8pYqzkg/d20vy54VO0DFXSNl37bOoL8iCbg9OOjDVy2Jt+WcSXzS/x0V0Mov6fpDbj4Cl0DNmU6lBsjxNLneVlH6bnIfzogUFeCRHENdsGdlc27ZqLqBqfyuUOn7Xei2OIOVBCVu/LyY/vm+pDXu5jopXtp3HoE0fhLQex74NW9Xw1XYfXuZXkGNufpGjYURvQQYyN1BzGXUjIh6+u0FgDFKWoUhNjExBn4u5LwHzDjcl+BBFi1o2hElSNE1+R3D6FD1ItTSbflzZv8c6bw4LNdoS1vmmwK0ApocdVx79xqd2XDPPnjZYPy5ZPFrriH2W/royXjXRrRijBZ6CGZ+tgDoZELcjWl/3Ai7vwwKmpQ091viE2+VlgxQ+BMJHDzRqzvNYsZRlVYGKZo7e/2RtuUeShO2AfOioHf0iqzvtWln7jP3HogAF861jkOqoqCTUmqx6G7ozLcf3qlPqYLTxIXayK3HZtFw+gq9HqhoMf/+Y6igUSW2prKFWhtcn6icjoGbS2la5vE4eKXYpf0Ks+RU9EpKTxUCkTLvQqzZNx7IER2qqm8n0OiXPiB30KFFjm83YokmRY4WmQmpO1jRVmVNmjKkpioum9mnbc3YOyNh/wgUrLrgOjn43pWjAir9sCTtWvImRAV0ZwpUPGg81Aqm+0LxnTX2hXI+aVEjAlCQGahKACiE1GpRomnKnfBrqhVbo6We9M7fR2jJ6zmx/2y27jxDAMAsVcLn7k0VvVCGmbwoWIUDqt63WreecC7yje1fobElcbA/r+7bzz5rrLDBZf3zrh9dUYyOtDgCud+4f/6JB6jP4UDFLtNkIlAzhG0BSKVGBq9ekgLFfp5UUep1Nr7DURV01KllomJxVXeW3yggkLRjfU6wtmFewBI/ep9RrM3zfBzbyGSdsmLL5TorowTf6UEEjlk1pqH/ORou4YsFSzFu9qcbei9z7uX+vLj8pIO5yNPezB4SpaLohFpOUQ3Ki71Gzm2tSGdQ6CjjMHEAwEaOl2PCtU5nn7KVOnnEtkSYE40vVa1YsYAqeKy5YcC11tq907I3aIMPB9iT9TASfK+wuSq1WpTsszXXOnB0JDjkbgBoV+p+eC/+zW42E3BEnCm85iPYUJtWeCFSzXxFcwmRg9vzOnzvui9vrNQTbA5zhsuiL7WRcWqtK9S+au7HWF46nM9PfPYVB/PI7mlJJhbOx/wiH+nRYX0ZkklEdy9Ode3W8cJD6fdiw3A1SlCwpuVJi5MKmno/jABiBlE4GuQIXrz4SJQMNoPFe7SBgZ0czo28RKUZAxQFME0Lrj9LBYrW9HqTOJvhkZG3NdSaMKR8jQozCOOvvM0TJGecVpGw700+zYMVWUrnwF3Xhbu+Fki6foS85uwpQMQYgAyk75OQRQkSMAd4npOSQSl3wEdk502fc+HCqvFAFgFDbSTSgtU7+EUhZyvNawJhRJ8Ij5IaCR03KXlN9fziMnd4CkIHGgtBmqluKBrXgahh/T3i4yQDsgasXooaF8VBn2SU43BtNKle/kwuxBgyHAlJy7JiCmkCXgyB1m7XXjqf+lp+P3bldcp2L9Cvxd3ozYS4zgFsi2jYV07DqfKEKQ+368N6LzS2q1zkXoCnk3obI5wRwlveFJvUuPogdl6rU2uX2aNpTw5SaM8YBjKPSq74yCEN9LYuYL+YbWb5m48ewRgAFkqOD3poCuNic3dctzs9RgqGsZIe9/p2KRkCX/gyNhVDyvkqpMzZMccMUI3xMCFHSofR3KQtMRgoOPiQJqG4MBh6psN9IFDh6CduoHdUijlb+nASMcgZi9CLpZ5H6UxTznw9J/FPRI4UkWR4mj+R99WskeMzgdt16v9K/9KvJfYnQI23IcylFh9q+BC8Rnli/lbY8mvs0hc9Ro1RTivX1KZVCY7A4F8hqVQ3qUrSquZr8jqSK2bS++tsiAlIOiCkgRTnEP+VkmwAWAtSZJlUBqbz2qcRaJbiqKRmQIkD5CO8jJqeEiB7grRClT2B9J2aMwpqQj2NqVKzf5uwMubYSH2SBd83nbAjrEaUYp1kj9BqWpMHx1d/Tc4XCzdm5RwuOJWj0985zrIvhPjbiemfyvhcNUq/xAUQsahs3Ep4FKvqmer8Uc5elunSPpZKe7aYg5ZvXXDJCcUWyu7iIcNeX/tpnk0JhxZInxoWDuh8g9j0lujY8MxVp3UbKWKhXEG4c+3HHvEdMe5R0J7ukPTmUBLiUkVKGS0B2DrloVdajR0AUuNIeUsEgNfc7yqVRF+rskLMvwBSqcz8V01TODs5lOOeRYhKAyr4G0ObgkJyaQpQg4Uv/BjBPeijSrowBB5tW1JIhhKVHQoRv2pjaN8/h+SI5r3XcWeBWIky/SFHXV1hn/BdBisA0eq36sp0jcljzOP19KUo751RipNrB14JTE2ueVZOakpIufBLtaRJTXiivp5IjMPgI7xK806c7A3IKEdZT11I/rC9lIPCcLLe53vhtjaufe9IErV+4vzJHWC4zmgBFIZzf5P5oej8oa0zLNNQry9Xb9868d4fz7OdWUO4JS7auv+YtuNruhJ8XDVJv8AEkk9W3HaKhaFGzmazj7BKqiR2bowcoDcccgZSY62Z45OLT4ESQBcs1Q4cAdou3l+qAuW2H9nUoExTlO1ZKVOaeLvrtpO4nu7ZqBakcMeUN875hWhMmglOEpOrvSgiAL8HVfkqA25EXh5r+3wgUNEoxcLbPKtdrVX1ecs0i6JCSA7L+zckjF5CKMcAFSeUDl5FSMf0FjzwXQcN7OFcySTiPVOCHzu6+7/s6D6FULAZkVMqfmhG5V81pQr/JHsHqSJw4Ou45TiiCtN8IxtwnmpQFqV6DUoaf0tPlGhNi1aIErJBFg0U249Plwt5zFMWV+ScDtlDVUXxOEXBZUi1NSQCKwESquVf7h87JUY69lgBkX9s5YIFpJAKK5iJgNFqElZp07rcifUFG0Fjz4vrjit5Oco6a7WVca15M3wi8vXDdcj/1ftv9ly2YtImyZZyPA+YV3tusLn29al/u8HssTNT8XHnRIPUa72DDq9qQrXGoTftCeUvBS0yAHJ78TlvaoFJdaNaygIRKcFdz0GoAhcMuFtBCXciYdWG00LzXQnZOLr+rJAmVGI+TuZVEdXfS3cjdWwEoyRK9bBvma8K0iQYFZhc4CXtwAQgT4GcAOSG7DXEulnUnVvmSrhI7tsLxE/PjjBUTLgasLHi2i7Zw7cqCkV3xRxUNKvrGFJWjRy6Se9rLghsichJgCyEgTgGLXxFzKKYliXVqfY+kiqsPyt6bLChq3KT/qQWutTD5WtLNUupHvkPpzzPnvWt6WbWhACVIiGZFgHrCQwNSqzENKkCV2KkUEFMBKKC2c1PI7pPbEbMe64Fi2iv3XujkI9+TD6lm3ZA22Zr27E18/MyapY9aVgTNfs/5n2ihsfQCNTdr1hLUz89LwDHBcv9bem6s6xMLAYG2BBbJItGex3tqd2ng79hoJcuMdbBjx1qH7Ki2gMS2sU4Ee6/83ZHvbH9/gNQHseJV7TAbqdSTJriHy5EjpUvAWbGDXwgSUwEpWVRlumu26z6aYi4pczLE/AOgYW1ZSaMdPuc5/nQQy7DheaNFSwZsBtk4PCzdW3ldGuJpuV4zdsx5w7xtWK4JE3fjJEhZsKKzLdQbqFmvpx0AElx+gp+FXRfNIkjTVEDEBSueEKG+sMXcuwItn3Eb9F2KHtiDANSIieYABNnPFMUsGGOoC2W+QMgWSNgKkJJMYbWcC1bsUPf3LU1oxaKkEySQ4dcuskIaGS3IqkmeL4ojfZjtu0FNe09Fo1orYPWsP9Wy6jVjaIgpaS85yG47Sc14KIy9AlK+aEwWpJaHteZ+a20jFCfPNKgdypxMzecA55fG84xutAWewZiq85vAY3NE3gY90sjltWX2abYTBZh2b7i+nkVBVO+f50noSks3tzrScX3px420qpJm7Prq65pqwYzXUDJ/q3XpvbwPfFJv8ApL0aRG5r6excfPlNVnY2G0Y6Vo4Gs/MRKEhixnqQSki4YN72PdZt6pmWFkwrvX8aglNwPY3jugwGe9FVbPHG1JMFVwKHJ33DHvO+Y1YVohO3HeAil5EI1z2cUcmBfZGw9IyC4iuRUXL8C01uWbwLjUe5grbXu0aI1yvfdNVAyDo7UnTkASn1QKCY5kiuQBB6QQEX1ECAHOa+yaldpzpzHx3qz/yTdLwAya+0QDFHMnl4cNGl3V9w/7lH088kv1EjFBioKbFUVEi2pJFW28VDHE5llMfdEjFYCqFPQMEQSsRhX4gd5dNe0VQPI+HbWmKRWAipjdIB6ve99rUcH8bU313PgiPwMmslj3FAealpVZ2ZInGGKifaL0catNqGBqry82F9YLW5Rh8EdNxAqssiapqVv8oaE8uwJHruvScca0BlSukdrKHAs9I5q8XxX2zzQuw1rOTnzA6T5m4osGqSsekHBBa95oJQBNKntscJVAFKTUPqw+HBmIIjPRGa6MKqbWOTpfdUJIPWEpwPpSUL/D3xqZAkaF+zUJ0Fnbem6uYWmjGstjW8Tm5NA0/LIA7JjiJiSJNbYAtULBiWFFfU5YBmYWGrIrDRMCMIWI2TtEv2LCgrnopmQWkpNmjbakcrfED5Mpww00jOzEqR8hm/IdSgZQHP8xIYckeSCTh3PCTAzBIyXR/Kawl2BgGRMUcqy/UsBJ/RFjbYD5/AhSk/lshy629nWso64nAHDUtUJb672xWShEMJgNQFldeq7n7AgCTjlg3yakWMx90SPHoGbUjM4v1bWxJ0gVgCpxTsFoUiFEYVgiFnKEtpf1UbbCAP1UrW2kb3df2m7kf+pnXDuDbEuPGHE8S+chTe72s7HmRq9W+/t9NhGOs/7+CDbWf+QLLPJzzXOSAUwF+ugnazUpArTV2TluVBtvZyStVBEBMXuJi0yhAJGrTFAAhdRUjtf3CeMvGqSesNwBUnO3JN/WpLSQwyPKf4DmaZMBqJkHABvg1jJ6VILj9TJiPa8FtBEw3QIrWputVNQyltqgPEp1/T46TBZps7jNxQc1ZwNQG+C5TTQPgtQV6iAfgRSTgxZilF+B4DNmvyOGgNntmF2fVc6abnoTT+sQrwuQy3CuWwwIUskd76+2PlAS/AHJI6eEnB02lxEmj5QSfPHDZCfsP+9iJX/wXlK9Xwo1AWcgFdFqWsIJtQQLnmtp+S1Lzaa5qo+L1rJgAYuxU33KJJs2SbWsAlRZyRL7NomJL4YCUgXccyt2dR1gACo2AMXX1RflI4LX/rbtpsJTK/e3T9k/uc4/m9boeIc8Q7WZFqAsGcCOnFz0FZ6Ri05E3xNMfTvfWSictqUnxIxiJq0FSDcK4TOL4CR3yKeQ70/1mUd+MW01BSgC0aqrQ3m/iPCSJx0nxRzMMSJHiVeMvm4xkz/7Psjdt+IBGQ+wjj0uX1b11OwSY6OBqqNa1Kk61wlC+jDA/YPECxIgW4oTiNQlo+lTCWJ2K2d0r3gtQM2At2zjep+jc25ll7DDb2+AYSE45OK52LZq4vPUnuxBkFpxvk8QAYr7qRczYCgMrxg22eob7UFTmgS/irZln6VdqLrse7fsf0OTX7nPYOhnLiOuc42t8iEgTREphpr1IEG1puBSeT11o9G2v9ZJbJXG2tnFl9knbAYTmpBUo9LGtuPG+gDOfAs28k3JFBa4DGDlCXuaatxZpZ7HoH6+eBYMdQSo3v9EbWryOyanKYx6Iomv4D0GpGM7HzOg3CpcR9ohYmeqBsyzju+pJWUwHsoC1WhStKSN5+a5lK0RpgWQNBhXCWQKM1aQ1icCMmbQC2a1PxWh/EGQoRmYrbvmUpdmxBiw7wH7OiPuAdt1kTFhx8gOsWSwOd4deZGP5YWD1IKIB7Q2+DFxgv6pNhfE0dzHYjURDsQIDciTjb7ETANo4kcOSrs5OO9KzlN2GGDlK8vWUdYWz+N1OZiPmt/bpUCSbQysX0ol12oAiivCLiQJt0I0pxWiNRGkWGf9UdSoBsSJym4oA9U74OIj1uVqzEuTMUBJMqEFMy5YS6KgK66F8Tc6Jh+xh27S0xS545SFWM9xELCaJtk0M0REnxBDQiz+k5zLhoRcZH1vXDsSHUYikvU9jfppPbmm+jvOfSu9B0/mgBIn6mJz4HEqcIkJJyDuE9brjLhPAlA2aHcv7DIrpHBlsVuxlsLAXGvumz2zmOgWEDIW96Ydp66NtK419bHO+mItkeJev6+mNWrnp1IwdH2g5STinHjRE17Oz3ueuMHCdazdj2G8FgLqt0x1hTv/HTOryjVUlN2wYF0XrNcZ+zpj32bkdZLxcHUyzxKO844ZSF7f+HFTXjhISdpPdgSAZjj3gGRz9/WslJEa78tgc5C1lUp0T3ywWo/l/svZHitmZABzuRLvB+UKvpP3eD9nNmy59nh4WcmNA91K4jLxVzP0eqOP0s3ndcO8CkA1IEWgosmPmpQdhDJ7UW6grStN5IrwHQKwbBu2ecXu5I64TAY8NPoAX9MgJYw/Cwg3Fh/70dnsdBCzH18jizRYNCwbrxqjRwgBKUSkySOGok35UJaweQg87wXM+jq5vfO8aBzb/UKlfgVrH+Di0+49FRGwbRP2bVZfVCFNCKU/qAZVAWoQN+Sy5t4jvZxaVQGoCbLVu2WbNoLHgMk3alO2h2VAsp2C3uSw7chus8/gy4raazDWr6V/dYsPFWi1qG84m/uyDL/WC2a1nK5B66sISdGluhPjNdv1L4D7Vs3GpKef8o51/OhuEBwzWxVfZ+xpxrrPeHrzgO26IK0TsE7A6mRt2AFs7kis4tIZAbwZPNqgvGiQ2jEhF2aJtcO3EkC7JbxVZzl5+yA9FocEeprECU4fj0bB0IQnGzdMzQRK9TfUSCAqOPN6ZUhiE3Fv9u7ZW0ClE6O1dVv/Exlgo0mtm5WovF1BKokfaqYPilKQNfP1xIne3MeBCKgmFVF2VK03C1dAa15lu4XZWb+Y6lb965FvQv0PCd7LcbOM1gDrWkkAJle2liiLcUpIk0NODr6wAckEDOW99wnBF6HJCXBZ4g37lQuZ1gUwY4V4onz1U/VgZok9o8JFdQRSbe6QgB2qQbGVUw7Y44QYp8Lik6Oa+EiYyNbP5wSQ6vYbhWZeGJO+OyxJYnJHv+ME3fDRxvONwLz1/6Y67jlHPDRz/GjhF01IRVXL7nP1aEEE5lBPdStg0hM92gbEo80gbuuB+0yA3JdNtaNQhBNpix0BHtxZem+eJMLXUdFbZuhFa0WjcqQJ2zZjvV6wXWek6wxci/ZEkOLa0DOApXHleD+AVMSEXDUiNLIpJ2UbMaHT3Z6bIXZSC1TOFcZX7VSVksi30mHBOtKI9R5oJuRypL4yujTlux65DmFudXbLsXLkHVHys7thtj4bdYWyZayOWZavvGOKEdMWEQowOYIUBx0BakRBH60BHJSs36D09EneTxswpx2b24VEUZbNCe1rS9MeGTU8kjD8fDlcPtxOLTRLtg3bNju1v1xs6VlZSjEl5BSRkxcW0+Thk5iwUhBmYPBKsSHJItXFgSJLMM/CJUOgyi6+VvNi3z+nSVkJ2+ohNrjd7s67YypO8IB9n2o8lPqhigZFgKptOGD1efFHOZ9FaKi0czH1Sf49nZ29tnTcDkaFKiuUKEhpWwFKzbfM27P2ynWe6zpAyFLWXkuKssPFIaIXdpv1pP5Nzb32AqVr6o9MRP6udRH0IBURoHA5YYM+n73yVITnCAugLQHHHhHC3NvjhH2fBKC2GVgLQF2drAuPaEHKrhMcL6mcd0d54SAVoPtAktDQGlN0h9F+aJfvZXUskibZ0Jhd+3u88l6Md2TrUVfiKy41styEshj5AldkFtq0J1Ja/s+56cqaAshCdLDmvvMUSNbmX819uTikU8K0J0xbFnDqmXxnmhSBigPQPgY1KBbudVY2tXMzEFaIefEyYQ5HEoUlRff33urFsbRBaZeQEN2xL4eF9316XtEUECp4peyQYoafHFJKqk2FhBB2YIIks4Us1BWknLq1gT5gfGwCFGlXMx7cAimgz1BwDlJNDEylmgthZNumytTKzNwRDUANKf1Au6jnYtaluS9JBgnf3lm/1bslTmhMWrvXmLSdmvJsm3BOsNzy38ldepDbFwpJiiEEpfc7sEH9TT4xf5ftbs3vqJ9bMD2mWwZyIYofBREKKL2LQkc+X00I8NjNb4tFSISfqehZktHE2pjOQTxBWHwxhcrwxHUuoOTUDfAIBSgrzFqgAt4vICUKs8051Vv8rZqqHWnqskfKrT8qZV8aMh8yOPeOUWXE6GGtvbbO2p+1rrV5E3asxNwX1vcTwNrhLQtMW2SvE9+Gc9IVuqRVgGLLVYvCDlXf6X+yB8+zdS1dsTQqFASu5rMZFfjmNWOZNuzhuEmEpWS3+y8djBHy3MX3gSvADfOQwpE0Yc2S0og1+BiT+ayuuQ7YszjSQihZvCVjRS4Ld0oe2IAweYRd7sWVPHU1i7dZmNinZz4phoGTELB1fd+PE1oVgDa32hlIRWiaMDHlFP/THiRl1G7MfCRJ9MJIfwdTLFttpDYeqjx/MDFQpG1YgGIGjnGg7tF8jdom7YI+gtB+3shcjEUsJImKwGP9TNqWSvy28AhQ16HgeKsooaPtd9b1Jt2z9YDfthrPigsi2hRMvC8CrGrwvvzeOK+gnVkZsg3O9rQUMx+A3WhQj5C6fs2gn8quD/ft1PHyQcqh9Uf1YGRLb2Otcl6GSAWleCYf7UrfYdYGbn0AHqE5L0LyvOn3VfMS1fwckGwZDVhryuDTj0DKxpiMF/ZY9oTKSjW3QEVAsgPQfnbFmN0XUXw6aDWVABnA1/L5FQgLEJZUdlpVgOL9W9DS5zo62YOL8DnWRTFt0w2dtCtcfEcmP5aJRIFcNAoVMPYSAOwCOe2uBgX7UBpgKpKvE+2KfRnrqBiTJGicAY4L7VmxJm061K2gZll+2z4h7lObUcIClF7UkCRM4TbvtsqnFqCC9M/k1O9oNXxbN8My/kbECW07nT+WOXdfGwEK6pahJ1dTHw6Lakxj094InAhaFpCsCN372zh/W43xHKR6dl9AKq2p60GGJri2LOMEjw0aR6nhHMffiTHUpMLYw3FNsO8tucpqUmT63rfn4csGKeuRsYUDq69TaaO16fYlJQfvUKXfnsAgk90X+SsUI8FWp01GrL+n/jIapJQ4ocYFxmeMzTfWtGfPaW3aau5qabdHgGoXh4SQE0KKmDdNGltNfVZjOtOk+sHHRxCmrjQz61YoQBVzHxZU31fYE6Z9R1ha86Sy+cjNNEzEunBZaVt9IC5IFgkELyy9e2IIqWFZTZDFlXvPDohFPnXlRJcFt3JHFPQqZ+fkxE8TdHNKCQ7WbNvWl8QRre/fDqTo1idTqzd/R/gWoCxRIrsCxK5klug5baUQoFxWskTxCTqfmtioXitqc2Do/lCMibLbxPQgZX04ze2UujNS1FmxZjSZn0o15xl8/lzP0e+iCsyjXWpbwlMoc9bmGux9j9Y50fuhARkTTIvEb1tgYy1BTL6jQr39LdHSrdlP6RP28XN2Bahcuw6M1oSRX4qXXnFXeeEghbcahDr9ZfiyC2QxyTIhcYSuIwjqpLdk0t7RaD9TwDp+Zt+fPWVPT73nF1rT0dHYSap5yEWL2rMA1HMDzwJSf15v7huta7xWMK/LEbaMabbbhigLsd/hqDVlWgm1HD7BFRJF3SaCAHNP7GTu/hJ0G/NgQaToAOdR90VKHilmwJWlK1s2GBCoValtSD51JM9wEXJ1lFDYUY3auvvb2+ZYsmPVEopqK+UCFwagkgnYBaVmAIdM5/w1mkgNQDH1kfMJvgCy98WP6CJCBzrUlizvsPc/tjvAHf1yVvyUhZmdbe/2+AxjIZev2qwMvfgrJkL+c2D+Pv7+6Pfa+dqOXX3WHqhaywnNdwrRvFqss0RqxYaTqrCiAvOO0PTBcQ6NNwjKWU3bzUEBtRdkI1TA3c2598XyvnyQ0lmuxQ5WW2c1F7U9AyimmFhMfs7nxtzXy1GjgZdMd7ZamwbO6efsJ5WYQ/dZX3oYa8FIKdht3THeptU6Iua8Y44b5i3WfaGGA8ySIuxATN3fHqSsNsKu2iAjb0KroW1A2CDEjcw0SYNcgr15Dy0ZxKP4PFyEc6hMv2qV75Mj3OKocELRRGnf1+8WH030skBneZ1dRooiALlsdHeXUUdpHb5Z+Bi5bCheUzv5AlCx/jTd4yy9Gcj6pAB0y44m/BSA8nVfKAtOiftvWZAaNU7FgayUc59KqqMoJIkQCy1ftSKb6eQwJjvN2VoAeK41abOMfE1WC8jdPNS2GuXjY/e2M7InSahW0wIZdZiRZaRPPNRbAUbWgdbk13aIWG9ac5+FLbunnRVpBcy2xrfru6Nl/ZnfteZ7W9evBda6Mnp/R3nxINVuz9zapTkUI8Lwu4AsYCE7xCTbM4x/w6ra5w5RG0paKZtmRSQwUn7hBMugE3MH6egjrzRNePa+rAN5VDc3JrLYTvwcixaVqgblCEo9GcJqU72G1WtTo0WNdTxnhZr7DGvQbYCPGSEV/4WRpK2Jst/1yE6wJiooRIQpIO8RcUqi8ewQsx8ni9376NipdC3pe84aTkqYuuQFecpYytGXhRuIu4zDMEWkBLlwo72XHYOpnRQQoJQutyKSsh2Tt8Z3KyxJqwg4FqAqTK1zIDorWYEbEGIKL+Jy8UOlmj6KGTlaoUn+NtvBmJBR9nufa1IJQqk0/flqZ6GD7WbN/r3fum87+WYrCPdwpHXyXvvoeF+WRcf5zOfpzZqW3cjrjv1SWzPreU3uRUbhdof6TikgX8tOA9wVWlKQXUBTZD+vGtbzrSTm/boBHMNUngljZHnRIMVOo3nkbLJa53OvB1HWCMO9z/E8bbkr0rXttUimGA0wkjmsRKghws87YK3k2NrrKZnZDNGtmaya+WKSNbUHoX1Q1w8+3vaZuQ/lPbvGQ1lz1KKuAC76G37PWNYVyyvL7lsMeeKKCa8Oi96CDRv24g5WkHI0wU0RiEF+n6Y7kjvOSpsR53YhSYTPugcgJNkVOCtxIu6SCzAlIGcRjuIu/h+JH4KEQ9Tk4hm99m5NgrdKD1JSJ6xW7q4bzbYbTbqjs9JMs9KuQDX1eZIkyjGHrQbrKiid7Fl2J0hx4e1p5n1Rr8rtbSGsMNkX17W/vO6zknNutuzfs7msJAWdy0dh7MhiHIOUDTPQ1aF3JkhspwJqhscFa2NvkTRdarlQU6wV+iJCSNgdzhGkxD9+PsoLBylKU7rVsgyWhAyJS2qVVPtKBphHkqzWN1R+O1hUqjnfw4gmPi1Wk6LDMoAZK9Q332pXZ6W9cj5MYGvf5sTp/TUBESFF+JjhqUFZkKGkY5XTM3Mgz4nme/YB7Oszm7UxLbpNFBE75eizaKVOlfI4sTVvwoQVl5qKJ4aAFMw+PhZM7D329/5WQsotu2G5fElWe1ZyKu56n5By8W04Je+QVkzflD5Oe02OZ/WdmoD35Kv/VX8YY5+TT2rOPLE0MKMECltxWnaEEEWLCju8SwguHsx7NtMJs8ERqGyf0hdlF3XrdWPWjiOQaztQq4mDeU6AGl0DOIKUvX5tJigJRgHqVsYYJTtxjg59xmZO22fvizI4XWFs2u2A5PwH+DJCKRhLG69FABzFJVIbq/4xxreFKOMhhJKYuTukUfS9NfvTgnGHPMTLvFX5t//23+JP/+k/jY9//ONwzuEf/aN/1Hz+nd/5nXDONccf/aN/tDnner3ie7/3e/HFX/zF+MAHPoBv/dZvxW/+5m++7a3UTrYLtEX9qTl0Uetp2H2I7/iwTsWWgzVyXHMY9kWtu5YGAai8c16OdIvjffZgZE0KzZESfEoIKVWQctae3DtDk6nrnaXRfH52Ho+RrbrzdbkI+MggTWu7t32ofdovYMFM7snHwiyTCUbTGwJsQhHVmHx3wNQD7Yw5eNHzGNRcruy+PtnqqNStDLIKN+24ORJwUnOMCDrlmgDOttU4+GJ9Ks9UNFEmiw2pOWos1LRjmvd2bygnWSVsxhAlQbQSe+tjjOY70qctXb3PTtf6cZQ4ZJ3/Z23fk6BGM8uuBOPZZvsi18HhzK+024X0xKeW3KRtZDXMCuRZ4hqXtGLOO2w8IZNHzwcNda3tb6/X9o1u1WP7qR5uxxR2hHmHm6LGOk5oQYo+5/nkcwtmz5S31qRev36NP/gH/yD+0l/6S/j2b//24Tl/6k/9Kfz0T/90fb8sS/P5933f9+Gf/tN/il/4hV/AF33RF+EHfuAH8C3f8i341Kc+hRDuvHPQ7CX5qIQSDgB0KsuA5AaFKlnqsFGJlBLG2e/Y4aj0TN8sDz1Q6Q6pz5fbmpyelbvpcpxOSkS1oGQnQZm8SYDKlXV7BBYNSNlVrvOh1nNgvqM33X5v9FsD7cqnDJ/Lc7lY79+mxbHmILtcBHNMfhd/SEiywy6p6MhAci3jL3f3qwOlPc+SJnx/XlYgElpf2eNK6rx/HqSeK5I5oB9v4/GTR2PQwTI26n16JCTvkLMvJlIxNVbU5AMTvADZgoskiQpWycRDHQGqXXjHINVnnGBfA2rZaDVJQHzT8rw0Ao60zrYhtP2stmTnY8vua69DkOHoU/L5USvr5ynFDis8BrQCWNUic2mnXCAwZ/hUzMdBfIoJDskFeNeGqPAuZdbsSMWHFSFB3DM06XVPaJkQO4DcsIUJ0zLDLxvitABzlthBAhPBqV8jOOS4Fty3ndTbg9Q3f/M345u/+ZtvnnO5XPDRj350+NmnP/1p/NRP/RR+9md/Ft/wDd8AAPi5n/s5fOmXfil+6Zd+Cd/0Td90973QZMDXEuoY6kDqlf8JtBkneHOuKL+jjQ/1d47ZAO4hU5xdU1e5VAF25K/SYlk6oyu1dQpKvE8CFXKJn0oJLp0smFbjOas/I0jwPN6qzYB+wmDur0utLsRiA8dR8x3XWc3YaFzzJjuGxqAmCjggFaAClBJvn9N2nXUUH+pNQ/hcUB/n5rFnyplhifP7bSyQygTU5dX7KOy9UhFCBDIQowhrQo+XzAKHJL3mmTRAOSswTdLeITAYt8nvAkt6kQWR0n6/1eJ6AKkzX2zbUg408/cBurbjrI/uVp1es82CXlpAmgR2B6fnnJz6zYNABc0EIwBR/uZi+owRPpY4yJzhYxF8QhKCjXOIISJ4zTbinSaslWGtEJngMWPFA0JttwVTBa4FaxUvaJLdsGEJE/Z5xXyZEZcd2CfJwhKdsoE5UHnk0vwrdD34vQKpe8q/+Tf/Bl/yJV+C3//7fz++5mu+Bn/zb/5NfMmXfAkA4FOf+hS2bcM3fuM31vM//vGP4xOf+AR+9Vd/dQhS1+sV16uGJ3/mM58BgDqYOSAFqE7SHxmYsctZG41/rsW1kvpR8pNzeNV2AkWEZmgQTHk9O6gtu++eAX90wKrfzN6TUnYjphQFrBIk/dEo/177AGPQuqdYdhwHJlX9PvWQNTPuFqSOpqBRnZgzluN5rlwn7PBTRJoi4Aqzrl/1qdnV/ZC6z209TYasD1FNfiHCF0KB96mY+7KkaoIsLN6Y1ljPuCIAlcxDjbmCDN5uMz/6SygMpbJ4uUIqiXtAmMrrQj8P0/MriIBU1EwSzFnooiE+tBtrCulFNCkSJi7oN63farYJG+h6JA6IVaAFEEsNkML1YAK33VF/HaHPem/OSBZcX3riBOey0rrF58xNUUf9oSbJ41gOpW0axl+MWK5yvarIZhlysYIUirVA+mMLM1qtzWqMY+JEhO7l9oCnapDcMGPBipqhxAfslwnxgwFb+gCQfWtZsJYHD9GsnspfmvrvHMSfd5D65m/+Zvy5P/fn8GVf9mX49V//dfyNv/E38Cf+xJ/Apz71KVwuF/z2b/82lmXBF37hFzbf+8hHPoLf/u3fHl7zx37sx/AjP/Ijh3pJh8PtBRPoqBTnpYfZM9WAmPDsOJAiNBGNDPgjy4eLQg9SNKUBLZGCJrdxOe8ZmgtYnjMMnWtXOvh5nppIpISUG6vUabmlMX0+izUvVr/UMa5rLFmrOdBK7LWvnDh7Ke0nstFyUE3KWrR6zkvvu0L5G7KCFB3JNPEFBSOa+6iVhOLbccZX5Xm+z9VcAwDeRTPfk7nF+1P+0BQY7BxxDsge3kdmdaq+s5xl92EfJCVATh7ZbKTl6/1D2V4+wruyTDsNfbB+FLu14mx8KK0fhb6n1OxKbDVkZcLm2i6WKKIdp2VEmLDFGs3l/B6oehs3SpvKmuJxe/+32nZQj5WSsEZWgtKGKUo2mHUTMlEqlgbzU3U4exnSktkjCyAEHWM0INJTFxHwgCfQqKga01oASQzpCyY84Kl+P8OJ1rZ45OwlhZZbADeJ/TdDWbwrVBAlQPH4vwVSf/7P//n6+hOf+AT+0B/6Q/iyL/sy/LN/9s/wbd/2baffyznDufFd/9AP/RC+//u/v77/zGc+gy/90i+tjj47sBIcPJi9OICOSs1CHhAbWKN2RTtuMANdSu+KHrlNaTZEI6fcGQhgfkHtx+7mtBql8bfaGieU2qX16qXB4VIZ7Ldu870AFBf2t2Dw1N8xa4G4RY5tbUGprevZURs8FtTg3hAxzTtSKqJAchIvBXcOUoBqUw1I5QJStJkpww1OM0r4EEVr8RnOiZZErcp7A1zlr3OdhlWBqY2Re7u8dMxcIdcR+rpDdgk5e3gvPhXvMrJPSNlJHYHJp4YNWLU+l6vvybtY9s1Sxp6C1I7WlKc7Qh8IASaI94zdNnpu63f24E65gKWaPDcb1d1Kqr6vn8hwbjNJKJtP523v17IsYl6La0PrY7ZjuoBWipjijrBHkYE2ASjkMm/7ZnBiIHAB8FOG5DYrv+od9rJWcjUgODGHH1uaWtOOCfQGXsCds8us47YzS0B6x2P1CdEvSF6cKvBONSiCE2Mv35Ld93tOQf/Yxz6GL/uyL8N/+2//DQDw0Y9+FOu64nd/93cbbep3fud38NVf/dXDa1wuF1wul0M9BzIHgismMm6BYR2VopJT5rJ1Cl6AKPGjojQI6+gcESnsd84XkSO/x3WftZJh7wAfbd7mYJV5hTuY9/RLAWU9HQ329qLnhz2n/07/3bNzR6U8mqz37f46PVAduVb6vtlW3BVT1LwjlHigFJIE3/I34W5rUsgdSJF1AiBIxm9XiBPUoHzZBNF5GT9c4AE17TmI9sRAXttn+uxt+p/nuaD2EbJZsqlNlV8quQZJxcjZw2cHhCi5+wbXC17vlQlyezCxQGNBaMTwawGKjE3L/rP9fm6GpFhGD5ydVSOLQ9tCLdDYFnYFAjO405uKfZYVSBFRTYdqZOvJF9qn8TCm6/OmhBATpl12JXBMWUaLQ/dIzmt9yIX0wvZyDjumknZLViu27lJFBunBSxEdrHvE8iwrP9EV0saDjOU1JOz+goRFmmCCbOHB3H0zNC0Sta07yu85SP2v//W/8Bu/8Rv42Mc+BgD4qq/6KszzjF/8xV/Ed3zHdwAAfuu3fgu/9mu/hh//8R9/q2uz6VhIimAn0LTBxYzdb8HLmgYBV6TVWyupJoYM3QLJe7hn8bDykze9xfuTQj+CldpiuYvni5W87SIX4nmM16H0cQ6hq6N2wW6wGc97ggHPvfXjZvJ5TsgCEPxaqzEdTUHWDFiBy8XC8gsIU0KKEXnyyJkinYNmhTX3Y2eIg5IkSMH24g8g5bo3gwFq8iN4oSzu1JisWdaOnVBsoPRJ8RbuHWN9sb5b6v8kDNVYI5fq85/tbEzztxJ02m1FVYM6+qQ0Jmo3pj892G+qiWkeO2mT2/qQWItV40l1QJ4V7kxg/dNM+Kx+KjH/9UIheUFcazxQv3v2a/yr5CZpU413FFZrbOIYwyi5s20KY5J2haw0ld9B3mV4B7EYCFB5qNmPG8dyP4apaFG0zTBTieUKqo/LzyXcYI54ChFPPgPLontMrZANEftE1L9XIPXuu+/iv//3/17f//qv/zr+43/8j/jwhz+MD3/4w/jhH/5hfPu3fzs+9rGP4X/8j/+Bv/bX/hq++Iu/GH/2z/5ZAMAXfMEX4Lu+67vwAz/wA/iiL/oifPjDH8YP/uAP4iu/8isr2+/ewmh1FtqRR8SJgTJt6ugAnZrBaa85WkBakDo3RfQlYpx9gpML0IlxJjkmc+7/tWIzNtS0QFCAsgw5Gzzbkw6e/ZkxWeU5MsXwmCLCHpGmYiL2EXkKkh0iapqiQ3EFlIDqBHBefE807dVM3zThFUIBnJjG6Guy4GP9EvWnDvVKBDg777miC7YGmipd+5z11lOpj7+vwsARYNT5b4kTBKm5+JTbrVf26hcZzbHbT9haL1Qg1eDV3tfUv88GZNpnz6D/icWDeyjfxyjqV6NRfT1SlEwwRYuqC7zdEqd9EPtDvGUJbUsZLm/ABUjhmCYrwjozAAtKDrrJJkr72j717DO3YZ7luDysWK8LtnVGXCfkdQau0zEt0qfvara3B6n/8B/+A77u676uvqev6C/+xb+In/zJn8R//s//GX/v7/09/O///b/xsY99DF/3dV+Hv//3/z4+9KEP1e/8xE/8BKZpwnd8x3fg8fERX//1X4+f+ZmfeasYKYAgpfmoNFKKu9/GpusTlDjBuoy9Sphk3bHYa9qlSyVfZc3ZQh2JA1uvd6Sb2+xdrJdp5auUxclGO/K9k+KuQnHwnkvyXB4WkFh4HVtPQOoD+GhKs6XLBPEc8JMk0votelBLxSzsEX0oufN8tfC1lpMzkMqVfk1gcvQ/FTDyoSS0JestdLslOyZEtTF2LTGHz9qOMdseKrRwwbin2MUX4AKs78+AquXJWWDMze+r/K1ZQZZGO9rLfLX0c/28zzjR+hVTA9Ae7dYTem8KUhT4RpTy58so+4RrBENqHaKBytqh81Lm6Rm7j+3YA1NDpNgT5rUAFLWPK841KTYAu3EVjSoncZsuALLbEB9CsWpL/4kwLGOBdRFTBShrbs5ww3tesOHqLkKLyTMel1dY5wVbmrFvE/ZtRtwLwSJK4uKcPDDft6HUW4PU137t1yLn80XjX/yLf/HsNR4eHvDJT34Sn/zkJ9/255uy4IoZ1jkp90VDHlPIMHHrGTVdVFr6MXao90m3jrZFFxIbkNeTKFjkcxI6OLLURJDqFfs6nmeZi6wLYNCgTsOeHdiaB/Wukvfw8WRxI2U0mNd8z9uy5j4LKnZYtIwONUdYwGKdze7QFTp621ts2xrQvqDBwpp5Q4H2VDZD9EE2VkR5BOQih3O7FqNNOZq8HMC0P6Rru0J8IDnCT8X35YofCmLSsz6lo2mvXeipEZyD1FGTua84THVMqQ+GbUyz+chHerxS67U52iyYrd76mTQrgg3uZUBvv5+U+rRsZI/2tfS0zvdWWGxnBgWAXmuyZRwm3/uBU/cd1bZyaVcL7s/bVDLaNSPLZp05ShxjcSm5kalvBFJAGyAfRLaixXx2QHYr3JKF2ApfEiKt9TnbZ3Kmn+nnbzO+qAByFT3ZiUdrdTM2NyO6Cfs0ybbzOSBmyVGZk0OcXuPNs230wnP3UeqiRNWCFH1NHNC6E67qU9aK3qe0J0Owp7ZKcc0wVn1opFnZb/Bao8Nu3WGXgLNzPdoFRQkXKmnqZ4aE4cvfsh47ub3j0efe6jMvWDN9Bk7XgB6QRgBo60pTZy/28167aXfzSua1mtAIUBMi9trrARMikt+ByfRS+QlOHstkq36ZQhkPUyz7VKEAVAEkl4WG7QtIQVNS2TFCkLEmlB64RuY+6wOyphf7+p4y0pKSGeM6qm1RX0TbB9SmrFlORD8LTtaEt2BFNRF1xIl2P6mWjGEBQke9jvuW6oA6l/v6W+3SA7QF8rb9HJQr2Wpbt8C9v59RcquABB8TfMzKvD0DqJHZz+GQJcZB5nnwwOwSstuRnEPyQp64dNYjjlTer36i5j9mw6Bgr2mgV1xwFa3KzYghIIZQ+ZzV75cd9u19AVKSs1dBymopam837vOqq6h+QoXdAppuECcaC+moVqqyEi1AMgXMWaPhqpKKAgct7oBGrjPCi89jHcH61zqHef12HxsZFK3Jsb72BAIIM8iSIfRBW02KJAlr7uOD2QaxxYJQGLzvgaqsDfck5KaUTKlUFzY1880mDczkdiRntG+f4XcBlhg9EBysoaDurFtNeEIs4B5JlbXnCznDvl6PzAAA5Y1JREFUAA3vZQRSvo6Cc5DqzS0j/5U28T0BbW/nf9J6uYPetNhrUS1DLRq/0m60JePH6AgVrYmvBajbFg0FEwGscLjHW1rU2xQSMY76fX9vx2nAe1HtiUhi0pblJHk1S6xgjUawYNUDl/1Ruh3typ5VEJ0ckH1C9hvcXJ7E9Zk3WtJZOx6lfzSTfcQF1+JpXLDhqW6gUwN/m1FSQnwcsPpHjCNj2/LCQUq267ITyzoCjyBl/VSp6lNKnFCPBjUv1mecm1V6e7mVKm2hrCRgFMov6CSKFSodrI9M68ScR8af9V1ZXxUXH/VxSbwYYRkAYvDwSTJsN8BD8LHbaVBjSuYcQKW1vmkYyNfX9ezAqftL5l/nl+r9J9ru2sZHP1Rrfurrki/X67I+pOQ1PghAmMoSXZl5KNpUMfmhJdEooOhoOjf3peb78kxHMOrP1bqjL/RMY6Dfta1rQUrnzX2FUrW9f5r6WNcz9sZkCqWrq09LfYtnIGXZinwe+vgAZTE+V+rC2dWNzrO/dZbOrPdFs/Trge17O1aB4v7k8dyu2MeL8jZUbikWPQdgThm+ZJ3Ji5yj2r8ldGhiWoLSBSuuEP/TK7zBA97BhrnW8ewIak9TXXsVpORGr3gatN2xvGiQInGiBynrJTqClAUvy/ijcUip6i1I8Zrnk/geQgNZeww4pIOXRkgGIOcGuJS80Z7bpruxE8tKjweQ8wF5AnzOcCnLhCAoWUBinSt13IcJQCVVevMa3fdtsb6sS/k7Qzy6A8DKAYiTsozepowmf38AgHMJCFOljMdYNqrrNKk+VVGrDbWaxNuAlK/fweD7ClQjkJLnbNl9t0CKpV98LXjdM8bbdlaQss/EOjXtqf9iGYCUANha24vvHbSNz0DKmWfi71NAO0tv9H+q9MKRLWf+RAcg7OVZCUI9YJ1pUmfFkpgKcIUMvEoJwAq36LoymUDrtQAO69SUJ6LFEy54hadBQqtzkLJjbHs/gJSa+47OTWojHOC0+lIuU59UyWUGkixkeFuQohN2ZF7rS79QJIR6d6znwqAgI78qBhX+I0DKnVrgCuWakvM5lIlKWrPeI01O8rxFk3IyXTwSkvdIISGmLGM4QOzgFlAIOtbcZ/1PfDg7gUZuuV6TWnCavj+Xv8nrUh5Nf9gwAZpa7Vlc2PWnW5FFWFdiA3EZSL6QbHw63Db7tMY0OW64R4Bqww8cRuJRbwLssw2kw/ePWpT6MPhsffqte7JQVPIMrP/kGBck55wv8jQ4W62hzwBid5mdoBkoNCedzUoRu+9p3GHfn7z/Edvmlqn9/3Sx7l07IdSM1r6nqQ+ABu3SUsH3Ix/V6Id5np1vq36cs7Teg0/waQUWyJYrUEL6jLmYaUU75i6+a+FiXqpZb6lexYhQQUoMvZpKibOBHsL1/QBSDOa109ICks0uQQQPVXvJEH4cIcjWpTplOJGF3eKLSSENzU9yXj68o+lRUzblAnh6t9HcSYQH7epqelTg4d8IZTW1wMVfUsAi8HGRy84heYcUHFLJ4+d7MgPNdtbUx/cSKdiuBgOnba3vQcruM2PT+5fXKUg0u83KZ5f7vs1Zaxd1CyZq7FVDqyQJzAXocyFpHPtTr6PSb+iuKyCjHkMLXr1tn4BkfRNqpGbkXvuaLMDeT0XzTBvpck6ksCAFWMDy5pvHc+x3ezICafFqlzg3vc4NcMkyZr0WzDJh29mm+dJ+UTKHtoPe3/+NYvvj9jkqxTXkiZzLFhzyseO8y91hGXy91UIkVimW2GQzk8OQKQAsOcHlDX5mhhT5kmb8sL7D3SSy0l2sNC9gC1LWD8W1jTdxxe8RBf3/T4WD2hamNdJFPdUBTE3KSrAtoSJVgCKhQk0JAg8CZ2pi4MS+ryjQ8B5dvbL4vVQ+zxWQbM5BFHAi5OrzRgNg3CaajnLud6MLSyw+meQzkofk+wpAjvIaVluyE0R+TF5zvFkCECU4O3F6ooTdDI0mv1nr8wRET03Kyudj31TbwqpxUJNR/TPWFgv1OgpuIw35mF2Bi+cxkJvgQ0DpQWr0XQKO+s7UL3DbXKhbqNv7hLnXUbll7gMUsLRlYD5rCUq8wpkmpc9pzXjHPaIUtPb6zFZrHIEOAcqO6lTG+tmzf77LcdbfJlRYko+r5w+4lLz9HpstKEWMQWpUbCoi82OuaGlTBlyMwip8KG3vcg3SXbBhxYoFCxZcDWTJ7tdCkFCdd8WCZHqZI0AeQf2eT42f4Ly8aJASy6gq09bX44ukHIv0DMgEtElhmCpJv8XmVIKFBTMCjK7XlJ2eB6l+6LLT6GegsUqvmut5AaEIQq4oKzTxtecB7QKiAcWtBVzPFe0hTkJbDwFwhZrtLEgRtBzEZLDUC6E+hCVZ2O03+P3+oLlvQuOXysXcl4KSXrhsPV+0V6zJLcKDOR6l7y5ACRJl31unuC3VfwU1rfVeTvpd1DipGkZ7niUZKF2+dZy3vzNiB6rGOGYH3lueY/eNAK0vZ2SO4zNJGyhIadv5Drz4/FbrtCUigETwEcHhuSLz2TIM3r7cEgTG5/c+62cCsc/Imn09L0nN6oxSzJtYocC2Q/zDTogafs+Ytw3zRY4tzNizcDJnNyPiCRuWJo8ftSb1sEqd3NptkHpzI9jZlhcNUmIN1cKGGLH7ANUs2vwEKgFoXegGv5iEaDZUkJBzOPhuTRhGzIxIAK5ccYUAbw9Ssq2ISmJ0QKrUjgrELUixPTRK3t6ncxkuqJkrxoTgCu2axxUCIh5iMrBG/942TlNgL92NmH0WpC56pAuwXRzWy4yIcDjaKJoWvEY+GTXuyvInNJQdrvSatuGZB1rAxPpFRhpCu/Ba4DqCTMtaa69xpolZ4kSv3fGeLPDdU2hZYLHm7SNA3fbFKpi31HuP1D1nu7Oy+qOi6T/Vgkegq2Lm23ue1NT7fF2fIu18jFCLPBtLLUnCAvGzhWDCY1Ra7NP3fE08po/K+qt43SIkugW47MBy3bDNG+LkEIPHtpAMwUzoxzVTRQ4d5a2Wy0eSvnt9oz1tedEgJawTXdJ1wqqllxFHRHBqStSwKEnzr2K7erGOZAoFG9sJdmDbeCX+Bej0b3Uxgh6JEztU+BGpcQbg6qSXoDkBnyNxQq8f6mcEKb1m+XFkAFOQX4zcXqKwf2C1KVvkx8dHD1J9EK8FKZr6ypEXYF8ctjlg85qJuV/O+ZqGPbug2oxkPJs6VCh9P2PDXtpexoTGo9HbYX0L1ugo46sFpJEmNKq751yKEre+b31kFtC0DZ4HKrUA0P/kmzEduzbR74yBqjc3Wu1qpHG2xiDrh8vN+89nkfCNz43xZ02yOqaOao/tsx5Oe1cuzw85nmeCsaUP8mVd31y0fozYJDacJAGYC1ljB/IqFpV5BuYpI4eIND0heocYHKL3SN4jeo/oJ0Sn/nvORx2hR5DiyvfunUD9okHK+hhYSIXgJGTgboRmkUhQBzRNentpigTmrPJQVzLKXwUXdc+0LCOhRaB2mDqhfZ3iCkpqurB3T81NACuYK6nBKjaTuCdO8NqxXovF1Xspz+YyUs5wHkghwuUsLL8sYIV50PD9jKNEpm4ebSDfnUdzoAWp4puKM7DPHnuYsLtQGUNcxpmZOZoJcSRR8LABiOq7sLH0KnSoE1v7QbVZu9ACtzSpVjc/A7O+zsYW3QIp1bZath/rjvd/vgj0/j3rY9Vv+0M7W59V2+7WAN5+uwdZ+1ftC+25LQFEKRLvtbgi0PWFa4D1b6lgaQcyr9PfCWf76JzRCB2XepWTPfVOvtD6g3uQ6s1/lthEkJvM+6JRucK6dRsq21bSfmVMAcghInsn5Ktpk952Ti0yzmQwcULQGAk3y3qfEPLiQUpzjkkRREeVkHOdIGqI8UUrITuuD2KMUOZchsN+kOnstdV1m8H9ZuQcuR+79QZp7HIFOeuoSdGSRierpgFSv1M0opM3oEWiBF/zWpw4JFHwuxFB9jJClr1hskqF3KLajSQy1lmN6cwcQRzviRMFoHLRpPbZYZsm7EEjazRZTmvi06XwfFJzsSMcEfoJ4S3wAz2ft9UGep/UbaA688mcARV9Mlzcz0yIyiQckSnUXCb3eUY6UP4jO6i3APQgZbWu29qIkgfULNkCVqsdquBlE4Pp0OHcysgVSN8OrJy5p+NnSud3BaA4j0fXacHz+OzvFUYzvGwk6LsruO6472LtX353RwtUXAYIWHZ+GoavK8p0sASosvUMdwbIxjIaDap0qTDbR3v3vsd50SAlaVXYzvQPJTP0SYyIVTqyTjyglYxaKW6qY4JDj0YPLgGWoUPixmgkUYoggKlZULZ0zuaXgLkZ6nwKvQ+y+6TrfAUmnTjED5ls1/KZgpw+v1NgczBaU0QucUFTLtejtsSBT5Nfql8Zha2gNFVr7mPArmH37QuwLRM2P9dNxRNCk4JUl20bmK3mg1Gh6YgxZh6xaW9rmjre9jHwlvVnpj6+PhIERqa+I3DZwNfRufz90T31fiq593homd7XYp3aNtiddb3Jhj7Re0qAstlse6r/zZrQ7ruq1Rm1vBd40NXcdfV0Atix0sfh9cG4b+MPvKsQXKyZnBYLpj+iwGgfyd4Wu5qmQZKgVKpXkz6vO3XfdeYcXToaV4Btv6lHlZNuXd4PICVOWBZmtQ6wmwSK0YvUVJ2A/bJiC7+9l1XbOoX1NyKojWXckiy1qP+EXUp+nhzkxPTECX6XUuoKV6L55ZwEX7eA1l8SVh9/z8rNK5YS4e+a3wIgCVUnIEeKW5Lvq2pJPWHCgtQFR/bRZL43MPelBdhmYL3MWIPGXXDnIc2zPNWcYEqcmGBJFKg/1W6DYDUDhbSWCKPfbZfA50AiINa0PvcAEvPZnZ1L3fEeM6LN/adjdLyE3ypngEQwssuzPR/gmnh7/I/2zbJa33P3/hxpw967Bdjn7smmE6NQJ9o2mb23HfsEXo5A66f6nMtzj+Cgc+vWz+k0VtZtT6YAxoBkf+tzceX1wMny+r6vv2iQkqUsN4O41aSUvKBk8nawqywuJImy8wrEU8SYmljPEs6cmIxGE6ed6OOIeCt1WIjYjAOIkEJAUcs3tSkB3mzer5gx16nvAGxmAbYaGxBO6lHik3yIwMoUEhLo65M6V+tg582f7+o9ZPfFRcwCcXLYlglrWPCEB2xO0qpccSmR7EvVrFTv8M3RSvhHiVpBQh1k7ThpzUvUjqWdxua2FmRsfI/+XdDGBHmkmptOd5xttanb+etGdTT32SBfhh/cLjTAHU179Puh/oK1QPTnAht67Wz8a9of1lx5q/RzSIU21SV7c/1zRawq0koEKkC1UDoHLGTS0mLNfT0h4t6iPdkldnUO0QekUCYT54sNzrWpyd629EPCztmxEcje9PPXzIPz0qCO5fHG75nyokFKJqwMG2+GjBInlF1nJ4V17samCaRGCmmpDsyOLsCVwKBb9TCNisLRmRSYu7P5NK35L6Nn97myixa/J8QPZXqR8ZeQsGFqoI/EjA1TMWiqluhAB1QxFc5A9hHZp7qNtfclM0UsgGV9Un1hXSg26yCZJFIBpzh57EGYfNeS2t/mALuWQEG7qQOXaB52kR0V6wS3C3fGcZxoX/QgdYu114IMtSFJ/bM1oGZ3D9YtKVpAsttVnPmudFlWjbEnU9wCANtWvQ+K+S/0fWvksnQUnivtrBr/c4Bh59+pLagrFB14/9afpqLm8xqXPrXei4yRgFbXZiKA1jRsW0mf4e2KWtu0jRO8EA/owylzhv6g+lgU+CwxiRc8Y/jd08QjIbM3C6au3ma9sHXo6vsmYt19WZFeNkhZZzaMZAzQHyMaT8/e0UkSuukUqzROlo/8jaBbV+rUxzQCqpZ0c5y0Yw1LzlQDppIi1G+WymIgWp+6tHtChXw/lKXRApolZqipT/TFRvp2wO7LwuMcgkvIrmRN5+SxE2RkDgio52cPSRobgH3ySN5jCxP2YPMsL2gTVTL9ytwt3X0Wit5o2bYpDyVN6DLFcWIDK60w8xxBogeu3p80lT13rJZ0y/90pknxO0slWBCI9B5GJIVRaRf5Nr6QWhPr+4BMzg9tf43Ps8v480A18kFpTSuscV3TmXDrsP17/N0W3uTe7TdTgSfNu2HvjAClbdz++hkiUNzM3TOoNcCMZQckCoMEqEpYgPqOMto5aAlOljyRuhvpb8yeN3rPw+YPTOZ9Xw+0WS568GTdfVmRXjZIcQKrUEFnJ4CydNNsQRXfsv+kqOZAezRrQ1neJQOFTnyr4epiYO30avLrVXoM69oJtZd70elGMJKEeWKgEm8L60izp/nOEi7soma1Stt6AmAWaUSqi8GMWwfAJaQsKZRChKZwGZXyfUAmXSoxFuuyILpQUoxOFaS2DqTaQ5b0DTZ+SgFLe0OLlfm1b+w4caV9+MnRf/I2INWTJcRftTbvbbbvkZ/qNnCN2YG8Vxsu/pxfxII7TXUt8MPctT5tX8dzZV6EOod6v9A9wjxBiObK1kMlfWVZiG0E2TjOqy+8T53LKuBxxNjzgF6zToc61bJbZmJb9H6PbWgDYT1S8EghwVuA6kGKzWs1IGtxtaZ4C1o9YNjAXwsofdwj3++Dut5H3X+/v0/+3vtBk5KtqGdYy7A6yv2hTmjlAEUOXdLs3lEqP6UyGujPsHyegGOUui0qJd3yOFqJKjQLHYF0gWX3qYS7YgF1L9aJP22rErV8f23uoTdrqfgl/i+7ULJEHxB9mYgxIkSJwNoASYgZB0uQA2LwQmt3EHqtk/ZYnUSvqwnPV5Bq96VRDYtkijZ5pTevKeW3fcIe075WUM7duKF48XYgpdqNrZ+bulghlgDVf345gJndBPA2SCkZoc1u8XxRksFRYzoupr0HTVKH+bLot+ZTW85iq85KT8ag/0mvd66pnQmG46dvSQ49YakHem1nza/4XDnzP/WljmUXym62SdKUMdiW/ihxNSsY2RWc2g2gvixqWjbw12pXe/fdUWC+Bah1cN6tw14Dpg7lOe4oLxqkZPKzqPQUzGShVGfpBFJaGpoSL3xdwLijEzUMZqtmXr9R4YDMzaQ6o+yqFdyam3LRj7iISLqk1pwhErpqCpL+ca0TSPRIVwBgNpk5BLjk6pyUrVkF9QolKasrLMTsEENACGZi51y3F0jeN5nEraM9wpdtQpjvyxdfkyx6R3OfsPme8KpkWW41KNbd54M4LkijvGkEKmoiIzCwYDTyH/WaUKtdtYAWKnAlLLg2ENEzBo/A1wIncIznYuE4GWk3lt3a+p/ap9IQAI5+e7dSp6ZCHe0RvuppIwvCPf2noiR9Um26ndYEfC4Uci2wAD6ax7e00DPgGpXed9YLV7z3DXPR3CIihEQUpoh9SZgcRKMie/aKVhuK9fItiaEHqL6MNCEC1T6oi+W3KZ3u5tz1zu/zvs60q5PywkGKYbD6noOeJq/nimrHatoTsjoXK+7R27vXj0UniHWxnmdHUGp4a/eW+5c4MNLgVfLPdZBbtpE8g02Im6sJT/7KNiQ8j+2lk9Ta01v+YSrmRF9se+3CkkXa4/05NM9r+W58TW2oT1R53DxtrhqUbj4+FbBixjd17vMees6VSL0UQsaLSs84OwMpLstzZ5KjxhOg9HG5294PtR++Oz7vmDFczYUtu6/ecyrmPiM4aBu0Pp7kHLL3yNgRXUByIoLZ7TiZEmw37cJ5EAegp1YKtjoFvrbQHF7HTFfOgIvzqx1bNs/G8TrHFeBImuj9mUq4arm4vXnv9mrQ+j1JwurZktbXlxDE2pADovcIISElwJWcelihpAne1igjDBujN+15jJl2I6CyGhPz+13RAtPevSaAnWlV1scFvD80qZES7aH5GTgxj071o5OVlNOWufO8U7S/jpp2j7Te0YS01+2Xz/aqfL5U9TlvRqHW0Pwi16VkqwmiRvtR6e/1OpX6wKR1XAEtZ79UigbXqnlm5Hw/gpSa+5QkMRVwmhuA4ntrz9fX6phu21efZyS4nGVEOAOqHlDI5Jsr4UF3nlXgaustmE31CY/g1Ro0UwtcOcLnBJczQo5wKctuyxlwKclf85wZqNH/yTvkkt0ghmJmcrIppvSeeGR3034cb9TSdbxzvllS0hmBoKUp9HNiZC7kvfcmv7bXLI1BU6D1/t7zlUDNvPROtjqh9Q3fesY2m0c//1vGpMeOCQF7nRuSTDoihgn7lOFK//pCSnA95Xu8LLUECJtZ4tioRzKE1ZI2qOa0mrrVvL9254+2u+98VBlAfn+AVKtJSWmXUytpcdj0/SpLOCMnEu6VlPhdSkn8FStzyh3ZCeWa71q4HAGhR6paMRMxKQhpPZdTetB4J2rKyQ28yXJB7xdOJp3Ss8lxFDPZ0URiJ6JdaKwphkv6dqJJ0YTHpXpFS5yw+9jYzTHUZX0UBKTNpAWOeqzc+dvm5FOiQ+q0nlaLumXus/VWa+pNiKqhGbDKET5HhLKTa4ipbjnuksSzAUJs6UslsoRcActPWTa7CyKqJfiSKqv1X8Yq9LhmfojYwjF3LK2WosAxAqRz0kMbpGu/248BS/7oi1oZrNCikMJniuhTnOWyPpyhguUe6O/T36z6aWhG144JU30d4DFjchGbmyXdS1nt51xISvanxURybGQxCbXn9SBFc58FKQIJgYZgxL8EKlt3RatVGUDLZqv7XECs3mYG0vvB3DeX5a4f7JT2LXAQgGRLjONE4QJgF/hb9mZbrKO3Xyg5KPlbdgJGMH6nB0NL6WgZRt6MSt45F0tCEIsvIB1KG9EcqL9/5pPSyaU+vVTAcFz651fiCJPCtgB15pNie1laOq9DEyA/t+aSW+VsYVGt+Tyz+ajOMvYscaL3GdHP1PunWpPdGLhC932fjb9q2xD2yJA2hL0wLSNqHYChzZ8pa3KhMWdANrubEkKIkt06BHgfkbFAQndyvRTnhIpWsiLe8vP083MkzJyda+vt3Dlq6/enRBATn14pQHN5oswXgKDjkaCMw1uFeji/rwxc1ko7xaJB0ce9YTHz0pXfyZroOSX4UJK7LpActB4CDvRT2Z0J+mIZf6MyIkn0YGQBaVRXgCpHNMCVEhAjsEdg3+VvLo3/2ee9MQBeOEhJt7c+GdbbQEPWUXLhIOICzenPxYSmA1u339FUcjfWDxOaCZSGk1J9Bfp7ew20ZcaJHqQUnHSnpB3qp6K/SeT0Frj4l/fZaneMFOn9N7cXgeNztg5tCz7RPCVB6lrMff15LXD1G62116auw8VTzCjHLBQBLZOPz9kDUq8x3aKLt+mO2n2SrBnv+e8rVd3usxRyxLxtRWuCBFbbYMqe8guMHdPs0kJjdh6Y9uJ3zxkuJLnGlBF8my6IbSfCFQUjX+bM83l8rNAyAimtb8vRWtGCmRWQrH/ybQpNmalcRwXWNoZO2uAY4yVzRu6I49H6DLmxpi9jm0LziqUCldZdyj2V/vBAdhuAhGmF0tAdBBBkD0+116tsroSKCJ3CIzObNfVZU519PQKpN6V+M/UReLoC6wpssYAUlL3OYfvZ57sFwAsHqdZtqguvmNHUb9ITKljom+HEk0E58hzRDPg89Ksm5U7r7cTMg2uKJqg6jTCpZNsOFtZxmQgVFFN9Xr5TTUhNJgGa4PNo5NMa3qs1B7b33y4W1i/W05itJkWTnfVTWfPfXoFqMuY9639qnc92EWt9xWcsPrI1exe2ghT1N/uZmuXazfqoHWnu9lazst+xZr3++wd2X4oIKcFHMevNK+B2aIb6Ed13ZALSDpVgbOuA90AQCikq4kUgeAl+9gWWqAmQXPRcaVu29UvSjHZmgdA64Gwu9WQHS4noQa0vraUkltnBbXrUP91mi79dVFzUZMYUJil4UTgSL5RwdhnuYf1iVU/lDqQL4LJsqxt2ES6c/GgreFAw6QkVjK1Sha1NucRrsfS+JBIpLEA9odG40gbEVcDp6QpcE7Dl1l1l433f3NWqLxykpqIXAQotJEsk855gRN8TpTgORhmwqQycM6foGXFCncH63rL7aFQ6BvhyCramCrkz3cpD41EYaqzSrAezjNnARn6WDvdBB7H6pVjoE7M2+pZUoc+vWcvs9XXJ52E1JQUjAk8bkMv3lkxxTIfU0wi0fWM3DtoeQvM8lhzDRKMEjh6oRmSGHqQmc6eh3r0G7lpg6v1OHkq6qBCcI6a8I6S9AFRGiEm0pyLZOs52Hn2E/63CWZ/1vZiVUBet5DN8lkXaOQ1+lSwtZz6ZEWHAmdZUwgBHmuoa/uQa/W8cfbsA59SY7tQX/lqCjuv+GzpWzjxQZ8XOCZ2bCvITdjP+RIuam3vQGUZJpIzrWVaP7BPCnmW/tySABUA1pJ5QYX1UzKJ+lKO1nJEprN/Jak4bEK/AvgHbCjxuwBpbBct+nbd1Z+q+lw1Socjilp+lwONrH7RmQHVocolTVd1uuvb81gG8TjITrx2kvWOfn3NCcm+pli6fyic8m6YDggzJwan843srvcknAeLu5v2oD4ogpcuB2QjRTJa2tL42fX5dxjnFCDxHkNJtqEcmwJGG1es6LUDReT6adS1A0aTDq/E5e4JCH5ukpjkCVKsVkTRhk8ZOBeDG1HKrNXWZ0XMBqbRh2kR78qmY94pUW7Unm5rGvn6uUHqmJlUWJZfE3+EdgEJjd6HNEN8XO2KsMHY0fasGHNGa+2y049hPpeXMrJi7axIA+9LT5Pm/fTbVotSKcKv0MBfB2Ee1Yljtaq9Ri8BexhDnJf+3VpsMJxrVBGS3Ivkds5NW81kICge86UkSwfzlWDmbMiOQoiBkyRUkQ2zATg1qBR6Tcix6XoUFqfeFJmXZfT3pgUtyG0ehaY8k1k31jt7nQvvwrUJYs+/t8jf2lbTfH5VoNCl9NupNsQ75WGo81PCnJj9lFGXTIm07qe6vmoiaGvpindc2/muk4fCZV0OUsO+fA6k+qNRes/VBtOZbvfN2C3MuNITM3tdkgcrmzrMmO74mcUKB6zwY90iG6LfqiJizIVzkJCa+PWFeU009dTDr2QXE1j0HUv32DBz2saxZxQwUYm42r+M4ORaO85Zu0gto8fDUOndUcFRBbtynt4vVyM7AzLoEtEna4Hya50bnjn/3+FviCiL7sUeDllNIFqE1V7r63fY8BABlF9zsdixZTLfZlb6jGQ8QdLBjwoKU/Tt6vF744Zix74sJcF+VFLEnASYy0wlU1tXFW3pfgJTkzuZCqUy0gGgWVKXG9g5g1MEhS3rAju1gzB2XeNq7aps+1t+OsOeimqt0GeszUbqyjv5771ONfUrOAAiqCt7UhLig78OJrosS4czqHq0ZzxdN6GjWU/Oe6iDH83xtZ/4OFwT1a7T3dlacabt2KbVak5rnpgpIBBDVlJikScFrrbBqNaeWDHEM4rUkiZBiMeklhJThDWMPo8Oa9qxfwhr9+6YhQN1PhKuFY+fWoZpEaPpTX8t4kNt0tU4BgibA93CD9T7HZIxRITnICm0BxyDlW4XziUJbn1zAvuazq7bX3+cK6wOLhVaRsTY2j+wc0uyRvUOcIpZrQnDQpM8kU1gWoFxQx4fd8uN8KWvLPj7iLiC1RnFTbZC/FpxYD3MLdzLQXzZIhZgQIjsvIvkA7yKYG1qKiBcjkLKDWUkWEW7QLBogCHNtHXCtGao3+dHEcdxWwjLx7DVZ1H+l0h1/y0OJE7aO9aFMOYAkETp1raVd6RMMaD4br/ZZey1qxWwWJfUr9f4nZe0d65Jpw14zswvgrXLuiUB95lamb9l0BJmR1sQorQAG6o4p5NYESDLF6fYbOSKkhGXdi++paE6GFHEAql6TYjkDqDtL9nIAKHkXzxf4FmR6LYphBcwMQk+d/VxFBEB9StJL58IcTbbnpZ87t/xSatKj5SWZ9YEsxhHw6b1QYM3gpqptO1mTtMy71qemZvUEjwm0D3FWWpNpaXMXMOUdMQQsfgVy2cfaAcGVyzE7BbWl/hjV2ya/A7iyPLxoUEWLsnHA/cF6PvGd+WVfNkhN245pc4CTCHqfM5J3SGastEwvJc+qQcI6Kc/7JTdnyFkWkPhbNK3ZRbU391F7k6u15ATrF5JJFOpE6X1d5A7pNfVe9Wr6vPx+aD6XXxuFRbfPr3b/ZsLA12WdoMIFqdeaxiBlvTvWf0UwtI72Y6BnT/Dwplfkfes1VL+UAlRPaOB7JmFSqrgNJ+6/0543DZ6uMS0mY9qLxRFeaOWOQEQWn5WArfbUOmvO125K1AAwWvspgZehLRnrywLvlGKSDuOvNZ7yyVVACbWVdGzMzaJ7zBahQDUq1k/0nK/oOW+SHf0cKdIcCl6j3+d5vbCZynV6ykc23+3vSJ9c1w+6GuzI1Wcu55Ucmc5luDnDYQe3JAiWOGEPCjUWpNjvNDrxuM/CWh/ODk8O2d5VuuM4hO8pLxqk5i1j2iVy3nkHuFSCEUvnuQzndOsLblqo1m/LLVLvxi1eEItOKDup1HnaJk+xE1HK0Smrw5P1ublGz5ZSzczei1IeaDrpd7wZ8Zj6ScfJYH0DOp2shtPSxu0Sr5y1cfyTal6WYKE6BrXhNqXUcfHQjBG2zbQvW68c+9nK/nyCHqTI2us1JJrxrPZETawFqL2lsOfymznWTBFCLc+VGNH4n/psAHYV6IfnLZ6Le/7Ixa+RPBCDk2TBday1GpAVJlprwWRaU1t3bB70zXiyY+y8WGGkHcW3zn0OrCRI3c6aW3fQzlg2si8AFaFBJdSH7M5vDjaLBe/T+qS0Xucv6oqi92DehVwedwdySYdVtPGmOSLaLeQJTBakrMDyFoXD1L62x4iP8T4BKWDaipkC4uj1McLHhFTMFd4XnpyTztUQ3WOhn0qZYG1piQPH/WusaYrLY//9szr5Pb6W7hNNCc1i0Os7/O0zdh/tQXwqxoRYcx+g+/dIjUwZazK1PiG70Fhd4Szdkc1Kt3XECTUXLlCAkvbj79wqdlHpgy5HxRoR6SdSo2QLRkxvq6Y7a/JTPxVBq08IW31S2SzzZasTASfRnAJp5cDRUW21KHR/c/NgR3ZfnxonmPqyIOWySGUP2TW5aFExjLxnlrWp2pKOhTZoezPa8t6B1YgIA9w29dlZS1rBuM/bbDHP+YJZmNnyfp9UTziSVzqOLU9QDO0O9AVrWIV6S/dmDTF0CahtRdptLiM4c72YRMjI2OGQMGV7T6VskPgpywwdmQKtNvWWYAW07lGrWdk6e95z5UWDFHbAm+jpKQIxADFkuBzhsgBX8LpQiybCqSMDRBbj+wgTtqRi4ugngGoBrbNZHaKW1tv6pOgr4/mxDFu5/zazw+erWEIFNSj7DMrkk9eWsWdBajUJYSM8uP9T63/q2X0jFt+96Y6UEKKtCVjGp37Swqs9VAvSjOSjvYItIcICGp/SPk2TIinHQiVPCHsBJ1LKucb2hAgLUtZcc6uMmks5CUeQ4nERgIoBiJMClD592yKjVtxM7kVLehlp0T1IyWM+P6Z5jppz22XYmnnvnSMB59vu2MI5AhxZvXym9r5IWpqaccHfDIjNeiA5/Paqx8tvulKvwexqpWn9hTsmzD4gX1bACa0vOCP4lH5GAgp/Q0GKJIqeVBPM5880kSWKTpDVlLKVK3UbWgb8veDzokHKsT9QJMIIhAD4AKQJ2MoCNk8bnM/Vvk6QYoCsaLvnuN4yhBgDoiVD/TMKRkcn/3OaFEFBTQL6+xEabwG0rD3Rws5TCstzKhhystCUAFCTGku0rQmOC9hcdJFQ/VHbYFFTqVoTxFoToPU/Ub+5hyShLeLgwIiU8Srumye12pQFqq1sornVpXapS6/evdWa1DS41728al2OhbEnpj2SIkIEnNlozlkzXq8J3Yp7ujfzj5WIO3DKRZMiQG1zwD5N2HyvJVltiYl/dfuU9YSdeaZZq+mwnSe3mHhWa8qwW9y0JnhSH54LH3mvJcHGBxJkfHkOX9cSziUlPOmM5ZihdWEp7D3r336EgtdcQIpF6rdmfmQUWnr2AkJZZuiUJZYKDjKeFuhYIwAtULrdmVY1ndeHILF1HkdAIXjtUEvj21oTXzRI1YhnV3yGZuKqbiQrQXIewVFLsb6J1h81yh6m1mo7ITRly8g/xWXRmurOHK6s82YSMiZevpfqb/VFhexzR29o7ltZRt5M9+P328XDajfWjNOCz3QAJHsoxYDmv6O/ovfpjYq2k4KvOrvlCj282fOOETxKoJiHdz5+IvqfmqciOFVKea4+J0emXvEZVJHyzP6Rzd9+zR01TW+esU7xDqhyAak0AdvsEIPHPk3Y/YToaMi0XMcZqiUrUULrbUtNtZViI8hovJQNcNfFVrUE288sOhu8mWH6TcnVL2MgnVzjbUs/76VOR5HcVzva7G+TLBHqSkOzfcCEvc7Cfp1g3YytuV7vgz745RwQ8g43J/i0waesfs4ZLRDNgzrWj1h/HUC58lkI5YhC2rCuLeE9tkG8XLPulbNeNkgxRQdznJQWYV4zDyB4ILskWxHkBO9kYaJOdaQQjDzQaAaHTarT7z51671NJXSrtOSGe7pyBJStg1Udsyjah/inUOuVJWjBlhpNr/HEbgFbq2Rt62asuDQAFSHJZBOUYqBpj/SZ28XB6rHiNwBi03ec1DRK5uZbI5CyZGkr71u23tY9JbdcpHYl35tz+U7eEMzWGWHPcGTsWUIE0BIhtOPPSRHaLWdDQGe9QwtO5W8udpdcQEr8Tw77HBB9wO4n7E6Fj+0APHbDyRaeN/QCizL77OuRua/379rXtv9gxqzoLJbFKd9I0EB+Ydy5m832XLECk87nI5j0JmcZbxyP2YCT/au0HjsqFbisvngcGNZLZe94crNkTZ8SfJJ9xgJVmQmtWjPSkEZ1PfvPHMHrMUX9GUukIFjZ414Hy8sGKebbsEhfWscVFXdegewyUhRtyjsxeFGLslwda9MeFTuYFBiUgaaDl4Os9z72A5omCs2Ekbvf0rrnp9pRtuzjubjrD+t0UdDf77ca0cnTkiSOuoWSJKb6nnVqJlQflWX39SYf+/zW1s84L9E8FdqsSZPtlaqhQVulNSyqqc+mNLIEif7g1ozUnKZc/FRxLYSIjLBnzCVhWd2krteczuhNZ/U9CPXlhCSR7RAs4BQnw+ILHts0y6aHsKa65/RI1ap0M0oFNMK/zSDS+6TU79kyOHXshfI4GjpA6DraO3Co9cW4dC+L7Ly4+jw9QPU+Yo5b8S3z20JPT3XcirNBLAdbJzqFA0jpVTR9muX5tXCeMRUBLkwRyBnIUfyfG+Css8hqUCMQsnULJLDJd0cA/ARMAZi8xEsxKbvVnCzQEKQW3FdeNkhdy8GGbAUKuATki6ihKSYkL0C1OQbtajPewwyzxZqm+tgdO3jtpOSQsoOaw5F1KoVpkeVUNYFbvhqmRaKX7Fbhkt5f0wLEKEB3vNU7vTdq+hlv/37bJ8XJaAFWo9FymdoRltcXwIh/m+bJQ8FIAUmup7ogs0xYYCK0Wp+U6ITX+lnIsWpPsr+TZCinWQ886H8akSFulZHZ7uy9mcXZghkl4qJFRZIjgkcKvu4dpb5DddBbbuPe9DOhWoFrREmxAkqfceKYreT5ZUjmRGyW7L6hqJvQ78oYw+do5e+l6Bz3zfNYP2577yWGqT6xiHwRU/FJkc07dXPRV6uDQpMGVVg3hc4H+S3vE1zI8FPCvmRMZb8nR03qAk1vRA3LghIzw3IcXcy5k9a7BZiT4OGeRJt6AIowIXj4gGNqpPeHJlWkg6ZxWc+GjpI5OviMRN9UiGhjZRJ62sEIaOwB2GjyMSj1ZeT7YS7kljIr4HELZCLEpv12pbX/8/q3CB5csJRCPg/bY200KV3QnvCqMQVadmAf+HkmUVuQanPqsS1SPU+NKG3bOeQbvUm6+G5ASo8Lrs3yvGDFnDfM+4ZpiwgRmLiF9q0URvdybi0T7wyQej8T0DoDIBpTJEihZJGYgoAU1CN3DlLLAKSWA0i1PMgjE7Dv5zbm6lyTsuOfZKIepGgFiEYIfBuB85bAx9KuBW3b2RBt/n7voxqBVEQqpIgN9O/RBsHlnXOcArGKsG17sZYWBG/mgwsZzmX4tCIs6hOt6MF10gYxEYhYzzoClf1+idD1iyRpf5VRt5O34Vf0zET9yt3T4WWDlCFOwJj6KkQzrUwqlN8JsG7PMwnrmHuvt6/02Z3bc5X907vq3970QNPB51LExMBRpeZH+nCsc7k3t1njmDXhWFOQGsJayfuKh8PiZf1TPSPsjN3Vshjl7rkDj5CWjqA0+j4AqNGmNe3JXzVY9Sa/+nR5lWPbMW8R0wZhmNK0dwukztZOb/4eh5r+tTxfY3Kh9pQKGQKumPMmp6mNHIRaTrOe05x61HJbQFGG3t7099EEuA7q2acWoMZBwSoM9XNDiBCtCS/Wx9fGbM2BZNkxY4ures5zpQ8mtvNW63rihw1CV39qT47i/cpclDvj88+gqW/CDDX39f5rXp2AxTWMv06zH1t+wyQ+eJ8Q5ohpjwj3+JlIqFi7ugXHDRFLnUtisbosxcJYks9aOYoexRlKprinvHyQ2iGtYL10nOx7YaBM8tenDJ9zHTQHZoy5xNF3rU7TlkTRyu+943902HJG1LC/+/mwqY+vLZ/ZTOLjZ7MpbtQBTkqBEiCsFmX9U71PgwuZTnYumMf20WlNh7jeueZfG9nxvRkUljjBHupNgUqWaCnn1dOSdyxpw1IAKmwSp+fshnA2UNL6oG51s52FXNsoT7D7bEYAoFLIEQSkUvEzZV9MysEhTgHJeSRXMjt4SyW3qYpUy23pIy1jUwWQtj+t8GGJEnZ3LUuUoWZgiQLjrVZEn1BKkI7O1tSu44GgpEQaTVb0/Ew6m7N2FLUkB/s3dSOsvTJBSgImEtQwn+EgMZv74W5sS0zY0c5OeT1BEmOznWQmTkVbE31sm2YhUkxZ1kMGM004mO/qazL/CFphcD4/K8AVMrAkIJWp55JQ4NfSB9ZDfH2mN1j+3wApQjTHhe3rwkWX4MkMHxPc1GtTOhg4HfS9lD5/WU9wsPL56Mo9GUBvLzWTzpbPvyW9L/LLOqGUVWVNGXYxs3W70aqieb1iKdvBH30a/NyaTqpvKh+l6YCI5GzgrsbCEDw1qECJK9KLbWZF2zO9uc+SrO3SvNCzlncsecVlW7FcE/wqZmRw45xo/vYsvttd0J7DIUBTDHBwVGegiXOiWS8FL7EyAFII2H1AcscA6b7tLZGFACUm2nATlAx9pAEgK7DY3+lBymrr4yLGO4UKJc/ofGGeiAwS0AENlCW3T8AhdlcfC28tOQpoTWx2JFkKTqshHgt9zhSrUjXnjURmmwaJd7CWJV5XFzHtcWsZXkH6Zwf9cqI1T9jnDdMs5umqCVmQ6anok/mMgDb6vJgFXS6svQSkcut+B6YCVBta1t87w9Y/lpcNUtyshI1G9ZTjmXYhE6MSUoLPZbC6VhUHbECh2pfVJgxzXjvZetu0ZQRxUTijk9NpKounAoVNa/T5LhFHp3Lv0GYm61bXaCnnts6a/HR5730VBCmPPasPBABiOtq7ki8ZG+BqUk16dVWTGvcRgMMzsu5owGr9UM1T5A1LEoCarwnhCjizK2llmXLyU4O6Zc8g686+B1SD6tl6hTrOsS6gxEBcIUDAQTQnfwSjFqBGMW/ta/aTNQe2fikFLv2+rVOK+QjEKC60ftK+iWKjBWkSZNec0xclIbT21Qj1/R4FxjNrQ2uW7IPN7XP26aNG1wxFtWaumwVizud8JzOSIDQWbBXOqLdSPAvgBh97A30BsRBmEnwJZnIj0CGZgk4k+3nx8df11Qahl9ecotwpJPhCpuB+U+b08/QDbXnZINUTJwAFJ2/qi7blAxD2jJDis5FkvQOUJqmIo8niSIbQlELj226zPkjUkpIYeuD8fBTev00ZlAarYWvKsJLikShBf8WOUHlva13a9bjiYkBN0+3EHBCTR4oFpGI4qI9hivAhIviE4HRBao2sau8fCQK+e4LFpEHqtSkSJS7miS77Fcu+YV4zwhu0241G83pFS5I4AynKHn3zy81qHRcR+0iTsvSaPHuh1Y56uvdZ+immr7ItQZBhjJutvxriRDT9OQo1sPfRgyQ1lCqgoBVQhAxBLVn0p1u+WYZ7KHnCzi+dTyNAPAPJ3kd6HDFqOmV7KIN3Onyfz4UKHAlk93FNmLF11htXdESSISJIkiBphEZTJRfpdj7cBdgjIfgIfxFK+oysjiEbFkFgssQJfmZj+6yP1Y5l7r8RgGWW3KpxA/ZJN0bMlpt+xzL3skFqhTSkH7yP5u+A8htgKehtUb8S6kDszRPSvuqvsdIqNal+UtJUAHDyJIzlt89fifAVAG3pf18d2L1ju5+QdsPCqeG80cyjsVRH/xTr121GjAEpBaRYfntvFwsfkq5bufRW6Wu7iPG+z8w3DiNdwhqmCq28emIErB7whDmumPcd81MWDWqFjDNqUVaTIm2JE28EUqF8blh45SbPBSdj6qsAFYQUsU0TkiFDxPoUR1OU1fYtcaUPqmYfWUKFFUyU7TnVMWDHR6thHAFyRNk+aNDg9jLqYZJ+tvRs20TpZDa/t2LHk64D7byX+7QEivZZOd/tuOT3RDOUscs2tmzdXlDleqU2GQE50ZpiI7CFAn3B1MnYEC07TQlpz0qisL4okiOsykOA2gZ1lgFBT4kv88QB3ovGFnZgiUBk6BaAK3dDfKa8bJCyUgCg9v3Q/U16aPr645DmALIyCTWqDHXOt3ZpbjfQsv1S/a5vBqsOfK5Knx9qxHk5OqTpXObvKxvRdZOtdwq3i1s0C5Uujr3D3TK9AvY8YYszYpwQ94C4B+TskJJHTt19Jo+cHXJyCIFgBAQXEZ3uwEz/waioycOGYkYzmdWQabNLTFmYfJdtx3zN8MwTyS1HrbmPk9ea+24F61Jbsp9b8GofQCjkBahqlghqT15zJ1qpfqQ19SY3fmevQgf70+ZjnJv+7XfSsgJLMv2sbFDXzRUZk32SVGaG4FzgeLTh7BSsdMY8Rzu6v6Q6/lsSh10H+nmsHFHlilpRiM9gxyafwSZVE+KElWikxTYoaURBqg06p7B2dthRnyDjJfooGSJGLL8RgcISJHrwShDbHprbr8uOm8TNkotlwUcgl7lxsZrXjfKyQYoorqE/ulBQi7IAlUqKmpNR3YOIOk/po1GeUcvkaamn1vF6BL5+MT3T5j6/xTqAxapt8wRyoegGdKdJ7WYBGi1+NpEQpW0r1cc8Yc8ztm1CigH7NlUTX69FldutIJUz4HwGXJZAVLMAnOmjlhGmmdPsU6m3xGagqzy2uGO+RoQr4Bk4zsMClPVHWZ9UfzNAS4hgPQlqoxXX6VEzlZd4p90rWFit6AhG7Ke5W8COfqmmvxpiBCG933mLrMBWcLEkFp0X/eLfAgEboCrPZZw688nzUU3vregIUWaeCJk65y0VRwlUSkNvGX5qcWkFKG6ukWp39+PXI2FHQsBcIXHDVOonMEfFBiFNRNPue/N+cPggvqkpio+TTD+rUfWvrZbVC2G9ksDOovZvOAEIsgbzGvOdHo2XDVLWxAKMQaovGQgxHn0BpVgmFKDxGzoYewf0aKuOlrXEv70T1Ff5sd5a/b4/fYC3L71JJUDYcNaXw79cDKwmpQsVSRTeSNi60InJT0EqmfqtANS6zdjWGWkPxdznkfcAxIGta4pIRaJwLiNGeR1DKITboz/QFkqfdFLr0pwqlYN+gCafQi7v1x0TNagrROobmfv6QN7R5KPNPuI466zmPyg2W3kKHtusaYyUWblA/I4tSPW+KYKJTVdkDZ8WbGzG8va3VFs++i+PBA27CMfBQ1pBDkXT+P9DUQuKTX/UWhzkPNWmnjNr0sfmClhZgVZKbvqOZ2xYMBXo2gtgkdk3GeKEZrOgxmVNgKUuJPglw8cd04YWfOhLHZn75q4OUE45xzc1MxLabBSvDa+w13imPEMfaMuP/diP4Q//4T+MD33oQ/iSL/kS/Jk/82fwX//rf23OyTnjh3/4h/Hxj38cr169wtd+7dfiv/yX/9Kcc71e8b3f+7344i/+YnzgAx/At37rt+I3f/M33+ZWpPQN2v+N3ftBoyiL7lhvJRSrTZxJKbc+s8DX/44lZHz+NKjbW10AalunzV3qbj/bjtYpvhZShJ1YSpgQGvOGGWtasK4L1qcFcZ+wXRfE64L8tADXuXhW7RGAPQiY1UPb77YPSrN1nPmhBJz2ht5R/+YVy3XF5TUAHm8gIMXXb8zra3lNU+Ctg+ORQGfHrB3LLGXi54lUc21ngsbgCbBiwSNeNRSQKxY84h28wasaaC39d6nnthzHpfZvX6fpdSesuDwz9idYItEZweX/dLHj/qykTrC0Zj2uETtI2hiPNnuQbNS2zVRJKX17X6G5LteOgHTe1rfvIbqiTfX+KHtcBge1qdFn/fEBSC6kh/L6nfLXHndy0N9qpPzyL/8yvvu7vxv/7t/9O/ziL/4i9n3HN37jN+L169f1nB//8R/H3/pbfwt/5+/8Hfz7f//v8dGPfhR/8k/+SXz2s5+t53zf930f/uE//If4hV/4BfzKr/wK3n33XXzLt3wLYnxLzYEoTrXzOWn2pFjHqDWPcGJZ6XBEJOg/O0pf7TVs3edCnTib7DaWS+6n/Y0jeAZT3xrEWsd7mxTWalKa581K8UKo2JOY92IBne06i/ZEDSo6ZclV/44T29YekKl1Rfkbk6RZsMa7URk9SbuRIfmIJldfklx8D48JoBZFTeqxvCZIPZq/a/nbHzQN2uv0Y/Vs2A9YzLpjrq+kBfUL6ZPYhY7vn/CqCRXg0z/hoZ7TZits/6p21ScHbjUpW2ykz1k/2TMsWcDm1xRBPZkR+XsbRWjBa0Tw6MNOjuuHrxqr1WZVTJpgQzbUpzeKZZtqO4/XKf3N4zkjkPICVJMTAWiBgI89qBXNg88sUL2CgM2r7li6z/j3AgGud3A3SL2Vue+f//N/3rz/6Z/+aXzJl3wJPvWpT+GP//E/jpwz/vbf/tv463/9r+Pbvu3bAAB/9+/+XXzkIx/Bz//8z+Mv/+W/jE9/+tP4qZ/6Kfzsz/4svuEbvgEA8HM/93P40i/9UvzSL/0Svumbvun+G7K2f5pLLL3xTorjiHrdM3bOiAT2e+1nrbO0DdRTamy/kQD3kbq39FNVPTA29otbc9jwRNr6rU/KdxPFTkKa9VoHOaXkY8CmMSPtAds2qw+qHg5ITkGKtuxcnswVh43PyMkhxiCm2grCR8e563qg0m+bu1SZ04anLrhijpKPz1tQeTKHBZ0NR79U33X0OdluZYpoawIckS3K0MgkTJRsEsn1/WRjmTSbhy5sR/Zev2DaRVF9jZY+bluvzVjRmvpav4xF2TPNV4EpN3Xq/bUeVX2tJq7WQ/y5FZtcWe/f+tXs/D/mf2jjIzOcEINyR55wCd61z8sdeT3ywbQXEGuf7+COv3PxQVm/2HFNOq5NAlT7VAJ8uXZaPxRJEtbUt9QHaKnp2nRa6K2w1gGaCzlp7wyU+px07k9/+tMAgA9/+MMAgF//9V/Hb//2b+Mbv/Eb6zmXywVf8zVfg1/91V8FAHzqU5/Ctm3NOR//+MfxiU98op5zd8k3Dn4+WDQkKv94tE7PHox0QrbstzaHl71GP4CtK9/GQKCZei25Qr93VvpnaOPUeQ0bdJwGz90O5ND9tYvXZM7vF762LmWPlL0w+TbVpBC9gJMFqMNB4BKtCSRQJPtMo9boWyQfelWX5janwpI2LPuOac2663Nvruv9Uv3nm6nfcPRh9Wa9XvsfkCcyCFI9OYdkCUtametT9ft9adKnudO0LFRPjXSvqY2sRkDQO5IFRinBjqV9yPFstHSk9sChb+0sG9kmbgNXS+AY/UrP9PPD89p9p3wZ/wJQKQU9skfK5W83MluyUcsa5PyzXqdWUOwF5tAcds2KbsIeJuyT+jzRm/3I6KOZj++tRmXr7Ge9+W9Uf+deHe+ZOJFzxvd///fjj/2xP4ZPfOITAIDf/u3fBgB85CMfac79yEc+gv/5P/9nPWdZFnzhF37h4Rx+vy/X6xXXq2Z6+sxnPlNuAvrXmvxuaFEZqFmgW/uylBGrbcTa6R3F9jMrVUYExNxKlHAS48DwPC1q99FHkGucZTzvwVUzVoj9PBgQlAmk2xjYchzIvnkGfbZ2AlDiboHMMMlKHFQs5r68lWjUHUWTMo9t+w6omRYE0M6JJL0uqmThVgfmHeuGIWT2lWV53zBfEyYC0chcZ7UpSz/vwyEonVKTIsXcyhzO1I+CJJsHdIih1Wota08PNQ8dk8ZSG166Pu01oWOdmvZ6jUtbOJuxp+PKApWoj9xW4shqa3VjMfdZrak1B47GgDPfk2s8r13dituyz2UL75Tt0EKmXDOlUp9djQUEZAsNeCDmUKe/d4yaAiIiNPteQkQbnBsQmzm4V+DqtSrfHXoNQmIKHjmkmuO0gs5W/tqx+ZwmpR2gKcJ4Xbs287t3qkjvGaS+53u+B//pP/0n/Mqv/MrhM+e6ZSPnQ11fbp3zYz/2Y/iRH/mR4wcJ7X4nzU1AJQLgGDyJc5KAPZjD7Fk7b3c06nayzoWMEFIBkNa+E8HUk7IoBLOCs+5skjZtWYagRLT3kSbj/ahGdu572ufZY1cNKpfMEhWgRj4ZNkkonRgzEM7HDhclAMM7YAIfTk/ZkiN2/qhyrBHhmgWE3pjDmvtsxolbIMViJVRm5++BmOeMzIWdX6p9OhtIqwLDVvwdZ1tlvBeQ6sHRgpR2nTXz8faZqY4B2FN57PFWNKQf8LtWY+L5rf1Cn8COidG1b5UeZK3XqyVRhaYN7PftZ7U+OeTUBqvn4OCY3G6CWLRBziDqdTnfOWc5b/t+G9Wdr2dzbfuIIFu3TAluKaE5ZJ9ecKSaM9eRHbv8y3E8Q+aHBSau031ihd9Lc9/3fu/34p/8k3+Cf/2v/zX+wB/4A7X+ox/9KAAcNKLf+Z3fqdrVRz/6Uazrit/93d89PacvP/RDP4RPf/rT9fiN3/iN85vr08iYkksgZPKjDpwalpo9NP3P1JhJ5LNjXT1yEB8MJFg1FgJApGaRW2AAziU3WyLOWYDWMh+7hhhPtjOQbf/2bLLnABoZiEmeMxt7vJAlcGSy8f3hwc78GNpyXJRuQeuEvaELNEdesawrpscMZ8GJZAnL5rPsvv6gOZAaGMGsf93n+rOa5IDhlz1k2w1vAcENn5YO+Wj6jeYjAhfNgwrTmlNRSRda18ZXHUkS1v/yXHlu5NEXZcOALQiNvqNjQqGU7z8XH1W645nsnVTfbuY8D4aZagAtipbV/pY37ajXpbZp14kxEeo+kEr9ax+wLR5xEgYpAkRjsiY+vmb9jKPZjoSJC4QQ0X9uzyOJ4k5z31uBVM4Z3/M934N/8A/+Af7Vv/pX+PIv//Lm8y//8i/HRz/6UfziL/5irVvXFb/8y7+Mr/7qrwYAfNVXfRXmeW7O+a3f+i382q/9Wj2nL5fLBb/v9/2+5gCg6E1rGv/yNZ+QNF5Pf30ozudz01Zv3mvjT+TcUaxJlT5pd45i7pKBKb6VFElZZbltWhiV3m9mTS60m5NR1fuX9BrHqPkjwyh0v2EHem8Dt6ZB3z27VyafXTcopaGre0ZhdLBd3Rs05C5t8h56XAKYXFZA61K4a5enCN+nPaJpj8BjzYCP5vPH7nx+p09Ca7Okj4KAR+2SoLnOnDPj1tKgpb2Pe0GNttNgdnICV3/edOhnG7TbEALgBu+P41dzNvDB2uPIWbOG55HRqjX98bVlAj4HUH3Moi223sYMHq/Rf6/1P1c/c3ZFMJWDAeoplbmRpc6SMqjJ2VjA1LXQcV62LXdkCrbzM7pQ6OhBhHcLUDNa8x/rLWD1fqgzXxUPghhB6+G0e5ryVua+7/7u78bP//zP4x//43+MD33oQ1Vj+oIv+AK8evUKzjl83/d9H370R38UX/EVX4Gv+IqvwI/+6I/inXfewV/4C3+hnvtd3/Vd+IEf+AF80Rd9ET784Q/jB3/wB/GVX/mVle13d3HoV6sjWBl2VQ7CkBotzPtgUtrN+exhnZe6JJZBkIMAVAqIySMXWzTZPTnJwHcuIzuPBDFzHskPNAC09VwExsSPMRmE0yXXJuF7yq3KSDouA61Hx7qp9b1ODvuZZotwSpTIAxDuZ/sZTjvA+QznzkgRsbvj2PRoD1iyBceKKe2ys25PhujjnghS/GsBx+Yys+POOqNtnU1FY4PS+zW8Y/yN6ASt4NAKGW2qIwUxbSHL0lNBx0ry7GMAzTn0mVpiwajzON7OJOLQSSQ6+u3mOKmcq32sYyBiNAtG99D6zXpvZkvZ6OtS93nfD6h/Uca+r31nrQlV6EiQ/b+yK2QuZqLwzW+m7nfyYcT3zMpwWJc4P0M3lyMCovdIwSGHjBwAZ8ctzX8JrcmajWj9S9b8B6gQZtOAWWHsTiX3rUDqJ3/yJwEAX/u1X9vU//RP/zS+8zu/EwDwV//qX8Xj4yP+yl/5K/jd3/1d/JE/8kfwL//lv8SHPvShev5P/MRPYJomfMd3fAceHx/x9V//9fiZn/kZhPCWSU96BzSgNnxnXgcBqBzEZNIzX2Qyz400qtLlVCVPXeKY9dgsCsV0t6epxPT4YuprS1UanLlfQEALgJWmRmBhd+1U9h7q+wQm5mw3hJMzXDN57QLTgtG5dtkCkZXy7OJVJnQua+0ImJ4rXp8MyEABJu+T7DbqziC0NWywp1Qf7vSLvGNed4mJsr4ne/SaE0GKwGI1IhY7HrkVqXZTC1Zn+f+emcRWyk9NPwXTb+3mgzaFUu9HaaVzqQfQ9DN/wwpB95QRcLBYP2vrk2qJEzw3lJVOzbytRmWvh+77Ee2ctFqPPo/ViFA/H+t1HPf1gtJmxXrAOWBLSg7OASHkCliSZcbOk54uYsld5/dx+xAvte3jDRMmvyOGHSHIThFugvr6KXzZcWx5MNZn1VuvKMjZc36vQSrn56/qnMMP//AP44d/+IdPz3l4eMAnP/lJfPKTn3ybnz8WmwyxP2zkdHkvKq0Ma93UzW7apxkS7L5I7MwNbWwIAx33XOz3aUGMauaK1KL2ULUnXxKlMoFghiudKow7TjjapftCX1NEaIYfGUAesUrCQB+6IEOTviorIfdS+IjlqO/VNm6lbk7uBF/NmnGXtsjpjsVsNBoDgCnBhShZ0euz3LK0K0FCzH4MK9Yw1rn4oi5pw6s3qfUj9cQJ+qUITm9w3OBwRL7k2LSakdLOdDKfBfee+P7P/Q8tRHMvMIVrHeetBH70q4xAyo7HfvfZ0VgNZw9w4zwLKCQW+aZO/ZAENH6/3Y70+d9XUynBuRWmLPDfvk4rpAlRqnyWvJj5T0qKARKoZO/p6OMjkzDinOl7uPZgnFCA7MfLNs1wGfApwpkt4cEEsi1+tixVQEHKQYU2h6O/FRjHBN4oLzt3Xw9I1uFH22eQ19sFWGePq7ekB00hYw9qU+1nlyZlid0/aceMNc2Ie8C2yl8ZmK5xmDqvkhMAIBdTWAD2wEA+VfADyOpJpl7rZFdPSavEel8WC2kaMgPpA2tl2Vsg1SYMVUA6YzryGvf61LRRcNw+venXKFqUzwhTlAN98he9KwJSQBz0bHekFfO6jYHJ1lGLemPqaKKzGpAtoZy7mPM4Sa15xEFzp/UpvtgkWbJH3yp9f8gYP2Y76HdF7heyHpCoOdvfYXkbTUqb5fggR5B6nt3nunN9d+57LSOQuIdwdKSw98XVtF4+COTEGBBCRIwBzidkJ9/XeWsT9B41wOfu6ez+fVk/mjqXEENEDBGBayi7nUmROSezqWMG9A2thaBs1QFqUhTYRgzYZ8rLBik65mwD9tpU+TwFh91P2JzK03bra5NetNGkVszoncu64V9ZyAubhwBFc18u6n4tUbIF+JDKDpaGlp4CokM1Y4lexalJa3KCRFfRREfzng7qhFDXvlgnq25Pr9R3NfdZ5/tZnJhKlDJhVHo8glLOQMo6WZ3PyH6wD4U109o6QDTNACBEhHnHNO8IU8Q8b4UA0ep9Hgl2I4lRD3KPqAdc8YArLvuG5TGJmW+U0sgSJnqSRB+cG7tnoCkvQeNNgHay2k0TuSPq6DhZc5W40JNe1CRrTXxHWG+zhVgzrtWiLEjZRfietWYEGN6I0ZYubqkXBCILPgpSJEXkOpat5+i50j8T63pyUe/nGbEYWxOcaaeo/iiUrWhaOxmebcCeR6Ov7RYgrcnfmoDt7ADQPEssK0z1VTmP3Qf4JSHsBagILsvgJlhWtGE+0ZxrLQXJfG58cveUlw1SdOSNoqXLkWc54uSx+8mAUt2QoWFAWZr53nyu39sNuO1pwh4nxG3Cvoo/KpPNlkpmBUAWXQdkVxIWdfuFpBjhQpbB5XyRdqKZIKkBFeu7onuZUKYW9lDGikCKTK6M3ikMHIN5W4+PtYtbx7FOEjtBqwvZZ3ifkVz5ZYeiFpQ3cjs6aCvxhQCV4EKCr7vzlsMsrXbjCNMrNVpoNiJIk5UurpjXCG99TzYN0ujvKOOEpc7bYF0PBSf7jDZYkqSJUSyJMYm4DLicJbamM7NY/6TVOXSx6qG8J0wcSTFWI4jQxTXX37uv9Lq79SvdrldACuZcPe+oSQGHpjmUFlzacdyTFCxhZERQsnpbfdLsJItEIQvxL/Ae/bInzzAiqIwIHCOfVIQG8/eg5V1ADAkpRAQPZA8N8qVfqtemRtnMSRKyxAmCE93kGXejz8sGKVIbidgd5TGX9/sMbNOELbS+JhvjZNPBaMzImMJb6/KMLcr+SNs6Y9/mNu0PIJx3QDay8gWosq5nAMo2FAFwGSFYULKDSp2nUsdzJGCXuSWiGTGydjoEJANWxzHVDmhrq24ldAIWF6tWujNakgOcT0Jy8KnuAyXaURaAysVBw8EO9iMBKitI+YQQEkJoDRotGLWHZfGpP8rsI7zvCGuCG4GQ1aCsJmU1qn5HXjYsAUoapZ1hDip52gm/dwed1QSpxOGTTldh9of6HGxWu1Yztgw/+5lqAyTd3BcrJI/Wi9k0u7X0A8vcY1HQSXV0WX8Un6z3VUlTnxMyRtpS204tGUjvTEM39Hzr7/dNm4GfE6CK/zUXavnnC6DsM7TPCViSBZ+9J160pCzf9XtAcgnJe8SASqKoY9FaqFhHQWxEhKAAyr/efMeaC+8o/++AVM/fL36pvADb4nH1F1xxqSD0VLYqaEFrbPITA9FFwSsXMNsW7AWgtnVGus5oEqfaUkBIOiYgp4iIDZkmjBDhXED0ZSg5IUG0JAmq6LEAE8FJVkeHKzx8M2ntXeTBZG6l5tZX0WpXaga8d+Fi8T4hh4SYChrlQrscEXECZEWekpj6ih9qmvdq6tPwU81K14PUYs65lA0rZmyYczH5XSOmp9wG2fZmvzdos5n3mc0tK88WmvsSZBxaJ3FP9pmhWhl9Uz154g6zkDVX0SQLqMlKfLCz0aRMvIwRRuxCJz9/a0sULQQaFsu4s/pLqwUp6FiTX8/u02u2Pin97bHdyGqBLCOfUWvGU9M3z++ZwDpPLONxPCcYD/V7VfS3WzJFSyFRXyLBigQsjgdf7TBJNhVlqqRU2H4WqAgwRA+SgyiEwby3Y7n3Sb0vzH2MaLZBaIx8LnuZrBfg8aJ75VxxwSPeAbcuIAA94hXe4BUe8U7dg8cSJ56qN+OCRzxgXRdcHx/ED7XOoj09TdoJpFzaYkkBCKJRRSdaX16Ah1U0j5DgXYbHhGiMfg4TVuRmQImg4gBsiEXPzsXkxUJm0MipPAKpnjhx24gyLg6oAJOSh/MJborINHO6gEPMVIgFyBN88UEtlxXzZcMS1sLY2zsKy/lxwYpXeKy9ecEV7+ARy7rCv0maPeLsr2X3EcDI7LsFUoAyS3doRukM7X+y+3ieZQn2SWh3wO8ZYY/DKP0IzUBineQ7SHjRRdf6piyAWZNfC1Ln2U2sPynV8Tg+m3cxNWCkjL0A0srVzzQCNFt/b+kJDT1pRO6/Z8Idg/R7ggnbp/rzskPcJ6TosY92mv4/VPSZ9H7nsj5kbLUn2M4i8E5V944hIE5JdzGnb8qaoWeoxcCOf4sorO+ZgRwi7wtN6gECSJz4Jg1HWoC4AE+vLgIw7qEAzaVqRwQtAtDWvbcH5fU1z9i2BU+PD9iuC9I6A9sE7K6Yf9wYpAIA58p291k+WyQpf4QAVdrFJux9T5xQBT1CdumUfnfIkARYvpzF0jKyPNTSHqqk2trjrbPdOontBNbFri9qODHw6QWoMsSkKfciIJT3k0ShPsnOoVPEfFnlCBtmd9RxNYe3BaYrHvBYe26p2tSKC54wY8PDU5LsEpa9N/prQWqkSRUAyVZa9JBgSNZRkyqfVU3Kmqitj2s23y2HdV+yd87AwBYbYA30aZRGGnMLUiNNhH1NvZzm6FFpzXip0a54ABaknqegs/R0c3nelhbflx6c+/CKHqxH+0DZc6xQF9MxzCLFMDQWHNqpEKl6ML63n1nohxx9w5pvuZ5Y1wHXGwACUgz5SGL6Q39YoCHYENB6s58dHlaTel+AFFNrWJBagHQB4sVhvYRq5js/lmrK0x1M9fMnY+a7pgvWeMH1aVGAWgOwOmBzR5px3zmUnlFIAxvEOwkguYy9+G84MF1oI+8VqEgl5fsMB8lsbDUoB2H1OSRIHLuYAm3WCnoT+mwSNAVQCrcO+pHJhC7bmn/CJSC74k8qI9UBbi+sR58a9qP3fOaIMCVMkzD65rBjduUwfqV+U4kFa33fA1nt5XzFJV7haeYj2PT+pn4PqYFPKq8CTqkcdW1xAlI+iNWy5kxm81kWKkHJ+rZ6v5SRXn1Kw4XLLksZ1rPTM9R6tpoGdPb+C4D+KBx+S/Yn44MJoWfEqmvZea07v6UeELBaTUrBT2kBdrxxBOdaN/KMjUMvrNZot5uxiXhJzdG0UON2BFDiocQnlZJl9orQmrKrY/zYTurx6tvjWVvvsNXV3KdaZJ+9Qv1YFDQyStqt7JG8RwoZPpYsFFb77/1St0CK9fzMEifuVIdfNkhxe2IDUukCxAdgXTyuy3wTmBSglrqcVUAyRqUNC9a81C3Qt+si/qd1UoCySUPZUXbeNqa+UnLRulzZ5iykqnHAiS9nR4JzEuY7Aik72feqP8VmgIptnwlXJLa93kIFKZo+lNWkdOaehtyOLst9srpfBhBCbM7z3tfYMZnMDHJO9W8I4oMKIWJ2qkURdHow6vegtT6pxfZmXrGsG9wVQjsfAdIIuAzLLz8B+QqkVcBpj0C/obT3wBSAKWvijNpiFKbITB3tLTXYa8pFwKeeZ2bd/WZYGUhQPeTod1KfxFT6VfU0mAXN9h9Hkf6CwFOoUNSSKI73avV2HWWaDKzNLmGfyh9WwHM9w5o/2/Zwh+ffDWC3zEcFrn6Pp6p55vJEyZdAfgNU9SaETJFdFKGF4OXOQavPgmjJJ2elZy+OWj+ZlqZWmbu2ifCI3gvxKWT4CE2VZAGKJCECjzdHD0g93r4F9r5skCr+p2xAan0FbMuEbZrx5MW8R42IETI0+7XvH5r3V2MCfMoXrGnBtgtBYr8uwOMsADWKlxk5u0edHGAo6rJNumzaKiM5TBHRB4QcsDntKisbUv6ygzdBKBWkrafyjgBnzTPWXm+d7apdHR3CrXLQ5s/jNUPRnOA0H79zQi32IYl0WQKevS+S8ySfBR9FA0OspjpLH18MGYI9PBeNydY9FN1YAOqKOe94eMwKQtbX1MdG9XVPQC7v9yuwbsC2AzEJUNVudmIemQIwR+BSSJ1VcJwwNuuNMqN3WS0koPfI2bKFo0Ad6iJUWDNWH/9Gs16vSQE0oTnQ/8TPOGrauDsHErLb8ZKbe7X0cd4VoFp4H6BrSzDPa8duP91s8Kv10/XRda3pjhtIzkNTH+tqqqmse6ZJbGRoSBIp+cbvmmJQH63LjQB3q1gyyZnfrxUoXFPX+uTaGdu3kVhBAlIISCkhpSwalTX1WRLFDl3TnKkbFX6Xr98X5r535MiT+J/Wi8e6LEZTEu+EECJeFXLEO3gXH8Qj3sFrfBBv8I6pezU+0itcnx5wfbxge7wAb5ZjvIxdZEZSAtVlG89lA90yACzIeUV0Gd5PWJ+yaIpe7e29tEStR74t1BoFIgWICDH1MYvFqNAHlbsBDHCh8+VRZC8azYDhy7T1IJGjATaXESbjbE7j3w++XT56zehSqC6WDEEt6p1ap9oTe/CCKy7piofrk2hEr9Fuu0HfFAHqjDjxBDy+AZ6uAkxbVjIT56XPwLQDYQdeBenWSwIC+5iZKGw83wLV6i6l265otarUEhXG/adjQfstNHXqVNfUOPzuLeJEb5kR2FLBB0BZSG+LyC03LjamPWsafG5RlnvQfZHG7fG8/0m3n2nDS451zC7PjB1TBaj1aakB/ASpeA9xwolgdsvsNfLHPVfOyC4EIesSYDvYtNZ3FYd2zyhqUASwODj3vmxOh/KiQer6QeDxQw5p8tjmCbsLeMIrbG6ujL1HvKpgRJAiq+/xcLzCa3zAgFpxwT++wtObB8SnokG9du124b0mZW2wHKsWpNixlZJZbAAOQJ6RssPK+AqXhf0XHLI7glRvb6c8yFuYylLAMyN6e78UO9G5/ZqVPM8c0upDcLCUYblC+b7TxJbIQPTHCVzlW5fqkrIYDYrAM2Oreu+r+vex1r8qpIlXhTRR6/YVD49J94uima8nRtj35rz4Brg+CUA97dr1xBEWciMCxESHVZj2C4CFH16hWyEQpDh2Rhsp7sXcF4GQRNMMLh4WFBpz+kIBg33cLtrnxAmeS+OfgpHYcmIZe+EtF9G+sO9H1PS3IQ7oPR/JIXx/3K04NEEMWqcGZTIi7UaSKXvEGLCuc9k3ysvW8LG0VgwHAoEPEXEP1bRty0grtv2pwN1qpUrLP34f4FzuBRcNa7nVfjT3uRAreaIG99IadFaoXX0eyosGqcdXC8IlIHnJJmFZe6SNv6lLmR4Eq2tdzl4VrYuUdKGaX/MDHh/fwfXxAelxEYr5o2uTkZ6BFKA2HrK4rcmPlPnqcHcma9CEDCc+Jp+qHTsHAD5XqccWTnBV+9XCbxPlOOjuv9bl3INfbBarMcMrd5/NcIh1EgnfkNpW9Zw5j1GCzJGEbUGKSwaNt60ht/c6at2MFUu8Ytk2DdwdZTnv940y23KkK7CtwHUD3sQ2nteClDXJL+x+M5FDAPxULKA0+fEio3FkiRPFL+WyDTltJV9yM1gIONYT1Ma8tRqG9dPAXFU4QO1Cx9/VNFxKZADyvZac7t6tr8ruD6WiWGuiQhWeWr/bkRwivicFKN3dwHch4FMx57ValdW69jjVzUvTHjSpdNkfCoCEpGTzcD4hRd8kST4+f/sUrpnJowRk773w1lQoGV+d7rPD4LKv6YO69WOfA2C9aJB6ml4hTJTDBKQeix9J2HoPeMQ7jQ/qqcQ5PRrwsq/rUpcuuMYLnh4fsFeA8sdFrF9celLOGUid0TVJpsgBKc/YfYY3ZArBMqkbOaiVoUe+n1DCe+nrOQestWePytEXUvxQ5ZVCJLU3dQerg53f7EHqqElNDUipQfdifFGXQd2CDZdtx7RG2dCw3yNqRJwwzL90BbarANTTDjxlxbQ+F2zvN06QaANE6bdpAy4bkDcDVNSizjJOGOIEkoDUeOcwy/DD4FP9lmVxHhlrz2f95ojgGGgd8xkO/nTcADi9797VryOrtxfoN44t0T6bApTuC7cZLcqmSbOJtSxo7Ziw53JOnLDvU/VBMVdn3oupj3umWTq6zxjuowYcslHYp+jr2tdtHZrz70eEs9H0OZcRUeLW+xvlRYPUG7yCq7ZikXJEkxK5m5oUNafHGqwr9fRH8bOqbeULnqLxQT3OwBt33FvIUof5GmjzWdnkizYVTuoOamARQHRypBkxZGyuZe64kOFyLuxW1gtAzdgKMAXk8jp1IEXGn5Z2tNj4qVtxUe13tHCxUYOL3RhPndo21mXk0rY+KZImlO4y0qiO2tVDfhKQ6nfXvZPdtz8BT0/Amw14TMck6GfmPnanKw/tIjCtwIWU8wUq4PR7SQ20KB4+JrhJTUHWDa4LeWvi4bJn9ZVk+vdWxolx0d7mOGqhpqVA94X3HOqYbFcvO7ZupT1ioSagY8xu2qh7xFFD2o1Zb5T6rN26ZyoZZgSYtutSdjkQc1/ag6ZCo4Bpfa4+lXntgSkKKBlLS4r+5ipM4njfHqT3s71axebtta5eYHkroBrRzkc4Gc1nb6FdvWiQeo13gGIz5hKmy9mCJ1zwuhAirE/qNT6A1/ggXuMDxvck/qh38wfwuL6Dx8dXeHr3HeD1Ij6od6GLmN1byIIUcCRO0EkOqAORGQa4sRi3FiE9tR4OwAX7Lklr6y63FwBepLDkXJ2UC9aq0XhE7Jiw4Aqhr6uBR4kVGepTassIoKzjXinwujDSs2EXOnXUH6dOv0/QLXMf453E96R+p4fqeZT31J6Wkm3iYX1EuEbNdG77j3X9bryPQC7vr1fgaQOekpz6bvmKtcid+aRsu7kEhBV4dRGwamyFVntbuved6S/EhJBj3Z34Xke3XbjlfZtN4cwn1ReGfR5NxHxSNfWpMNLeJ4UmveZ9z9D6TdvxVKnTsNuT+AJI8nwaqND7n2xk3aRBDVn249pzwL7JDgcrQSp65FjAaS+mkgQc0qF5r3EIUDkUDs+y+zRTJtuJOxAruFth03XvP5dyKx3WsFjB/BZ/5j3c3osGqc/iC6qdOcLXSBlr+HnsNCmClJIk3qmvH/EKj9srPD6+wvr6QQHqMzjuMWRBqo9t6TvI0jcJaoyTYUaC3nG+m+vkgJgWpD1g3yYxMVwC9nnC5CbsJZgVILNP919FASELUnJLtHsnRNxmjfWlp7BzsgjLr6e8nrON3gtI9eSIEz4mXuFRgOoxIYz2hLLZIyybz5z3VJh8r5OeYjfo7XfokGdSZZmW3sqZycDjCnzwAjE9UoB5hfM4qU5lC7Ftq7ddmFpgEg3kbUCKpTcLSZhMrmAIWC2r3ScJaJ33lsbel9G9aCYMu2lhS4awWtIZSFlAautkJ+41S9LofZsQo69aFAhO0YvFwwbw94X2X1dGQ/FJ5eRkP6np2HcUBl33Xi6nhnjbZmfEiffCDnzPJUPborcG2MmSTN0d5UWD1Gu8g4TFSEwTJO3RUjWpJwNAYv57Z3C8wpv8Dt7s7+DxzTtY332F9KaY+N6FLmAj30W/sFhwoR/KrlY2O4btyBlq7Lf2WkpnZQuQGD02l4UdlIE0eSQfkLwYBmRKyiSdS3hvG0svywOpDRz0vXTLQomN0jAXDWEauXqO/X4PUmc7iaomljt5PlYPAuOcCFh2Pyj1ImoKpBonla+47Ff4NbeEiJGpz4YRbJBsElfgugLX1FoErZIzSttHgAJUwWbdBrnmwwpMC+AtacKGMXQmvlaT0rFxjybVm3EAI/tUmbyNmzoHKR2YFqA4FiQTRaiLahyMiR5Qj+POnY5Fnq++qJaZaMG3zUci5xzTEDPYn3nyC8jlCds+S+D+JtvwpBiQnhY1xUenzNxbcUHJlfmfgSC+qhwzRsmeR8X2MfmUWpebeluOJuC3KzeZldUtgS6EppQejKzZ2ta/H8x9j3iFjEtdgglSVqMiMFmShBqIyvv8Dh4jNSgCVBgnGLV7DPUBmKM4qTOfVIbGDrATae6z5Atr+iuEihhEb8rJYUo70lTs2k7Yc9IayuqKCJjK0GZUhAM3QtSdqrRYTxcT4JBppJRYW7xZ2O51vrZ+ldyAKV3WLcOvJUn05Ambv++CKy7XXbJLWBC6dq/tthvlb96AfQOue5s9aTdfo7LLrmMXs+to2bWa1QZgT0CMEkfVkCVGmhMvbia6y/RLqNcHpl/6MiZRqDzeEiee16Q4BmSY+jKORIeS91Zokd71ZgS1lIgW7Oz7M68KtSjLQG1TGdEHNTcgFWG35bFezkW1qTRjTxNiFrPedl2wrxPSXnJzbqH0jWutJqOmd9CsC3yUBNG+XEY+YfkBQAsOlvbSEyc4FtrW7XfAur88873humTaoAelkbCF7vw7yosGqdf4IHZc6gSzW7tz4D12IPWmZDuvdfkBj+kVHtdXeHr9CundRVh8Nhs242e6FDlvBVK0+TA2Jpc6Zh7gAOg7tWEBluHoFuzJFc0qYF42OJclxT48JuchCZV80aQYN6ULUkA0YKJZKCwXDOhJFn04sS23TU7H77QJeyh92z1kewq63XaDGSWGNPR8xSWtWK65BSULUn0IgQGqvEpGiTUdE573ex3audcH0ZPUyS6vWZCiZKOoWlRv6tswnuBlHHgkhJyKXwrNwtS28LHle1DqqefPg1QumjcAcCNy3WiTJr/U3Fnrjwr1TlvAYmAD/3ewU4ngZX2czNhvN3C0u4spa8+mIe5Nextmycu5z8Lc24UgsTP12R7UrGclk5F5n81tt7eguS8CkthRyBQ5i1+5nVGqOVkqyHHHK9QW66nqqoUeW9kCnL1lS8Y4hDWMgEhvV48ROPWv0Z1zR3nRIPUZfBCvCkhtRf5u2X2X6rV4Y6joQpz4gJj48jt42h/w9OYB6c1Da+J7BPBZCFjZ7NefiyZliRPcP4gLFe20t+jIG6U4sY/HfS80WI/lskqC3TJZk9uK2W8tk1nSDAX4cuhU50iz6ftHfgJrH7flOb9In7VaiRvqY3lb4kQf1Etd+ZKumNcNYKZzHn0fDrSrvAJpBZ5Waf4nKEDRD7Wb1/ap99LNs3k/2tPwugLLRUx37sSs1xMmqEUhAj5GeBfhHaHizDR2lonBN63Nc8V36Mo5tyOdBEjabA+u6FMCRKjmPma3UNJNG38XzTXlXsQUrUvriIgj4eIMru3jmdrsjgpGXB92zHVfuCsWXK+y/c6+TtjXWYDpWnJzWlN+r+UCxxgEPhRDTdhEU3lmL6SLFBNijIi7R/buIMn15jqbhYPzhfV9WIk1nx8TYR3zb1BM6YvLEkTu+ulN/9NovAItg68Xum39HeVFg9RrfBAbXh00KW6Lx7RIpJ6/Ma72d/FBvM4fEBbf61fYP/sO8GlDkiCVy/qkeim890lZCvphcEKBaoOy+ihm8/sXKEWZ+xGxUyll89zNA+uCuIjdPO4T9m3FvEgG8d1NDeNPNCqmMEoFsGKDqYCr0pRdWOQTNJND6lryQ1+O58ZSb/1R7cYHNPdRm2pBSlIgKUC1Sa8ecMUlbnh4k9rURtSE+xgp65vaBaC2VbQdSwDs0vj1fIbazTYEDlBlmUD3BOAhAvnMzPec+c/4P3rSBM2nfbFaU6z6nRTBvTbPHc+/VVQLb/tXgArwhTqigokC2i1/E8dIe08tSNmYLs57a/LXnbV1Ixe7aekVD2ruSwseX7/CdpV94fI2AdegUsgoA0hvvrKF/me7JQvn+hMKM9cDPiD6hPlys5lBrxuLMvxy7VFXz9sP8/O9loCIkCJ8Mn3Va5IsI+Fq1FZ9iM77gTjxLj6EGa/qgG3VeWHuKHPvoQLUU37A6/wO3rx+B9fXr7C/fgA+68pi5o5sL5sqxwbKjDQpoLX/8C9JFDNKlCdU1LY5sKhh2cGQIDn8rHaVIHbyJYudO4kJMEWPuO+Ylw3TssFNGalkeZigiUSZ1y8VrcqBS5fKY328ijUFWMdsa4aw+dfaOI4e0Oz3W8KELDlLAVH6m9Tkp6HZD0W7Ys9ftiuWa8l0PtKa+jyLtv9WIO3AFlut6eywX2exnJnRufVIYvILI/MuzGvrByg/FGKCC/f5GpQLpvenZr1Wpu4X/1ul/3WbX4Q+KZoC2ecUes7MiWe+EEvE6VMd2bimHdbUJ3GS/Q7btT7OWPcZ18cHrE8X2dVgC6I5XV3riLSMW9svdqFWwqGmBIpQtRrls6qFFfNllMXhdmzSuTBis1OwDa1I0raW1a5aQYE+4TONqhnkvXWn77Iz64AxWdvx/Fx50SD1Bq8w450TkJqLT+oVXtcUSA94zK/keBSAim8uwBuv4NQDlD2s2egWSLETOBf7vH0EpwQVv0fqsa2zE6M5z9Vzc55l8zWb7PLiME0bsnMl6J37AZE4IcPbLg7y2WgRVH8VlzJOr5YiOwKvY84x6wWxWhQn2FwMM2d+KW7HUUkTacW8R0xrlowOlhDR+56sVmoWoFhA6lZ87UhobBMJqUbVn1utHQlIFqT6PrYn92OgkieeByqblyChTZGkgZuqbd3ySzlw76he986gJymV8UVAEmqOr987+75dZPunskQPMvUUpEgZ90PfkzUYX7OkOlvjgnVbhBzxdEF6moEnX3Y1cMoA7bPJ9NYSu5ZzjnOeUxDtTf91zgrTL5n4x9a11fqFYHqunVtk96k4YvVk19WpT0pHQdv+uha4lMuB8/UnDY7nJg4f9P1AnHjEO9gakFI7tG4VTyZfycWXJRbqiRrUo9d8fCMNyoIVpasepKwvaVQIRDa1PQcsNam3AanhuU4YgMmV/WxcTbmSAaG/Fgduxm5ASgalLLS3MiGrc9ZKY619PDfLXK9hjeK07F+1n8sS1Bpv9wFIWYpMAaktCrV7dIyAyfzNBqR6zccKjiPhkGQumNcEKSvHVCEyC1Ad+jR3P9ZrU5m/QXLLPRqV6rh2KVMw6ll+Cl56BSCAG2a2dAaJtaOmk4turoDUg1T7/daZPwJezQBJHTuY18xQrumM1LynZr4tlzz6UXxP29OM7emC/FTMe4+u1bhp0z3bhseCFKUSy+AlSNmGonBaB48vGyX6QzeOhBDf9F7L5rN6sAWmFpTadrbZG5vkSLlcN2f4JDyPRlgaAdVoUozq7JB9P4DUu/ggAj6A3j5NU58lTjzlB5Gk9gvefPYd8UG9cRKs+xpCkOiB6V3IZzZbwQikRnYfW/oYKYJWb+5jx1pznxXFLcGCwLh0dXBADkB22AHNtrw45Mlh9wEX0Em7wSGDXikGVzJrdmti0DRH1iik763RSM0L8vi6BMr7I0miNU9EjNIiMX+fSQEsfqpcgGzdENbcUs7PTHsnR4pATOdWCmvR5QHzl1afXoM6vE8FpGyxk97+iF0gTHG4L1tDH7fWm5ZGxiE5ryVF9L/OGjHhMdFsQEJPgNDxpGbEsR7Ya1J2PzPepwbwt4KpHSVMNH3FUgBqwVMSgtS2zohPC/LjImuAjTMgQ6bPKCMbvR21AWmA1tRnrSRGsACpngFFm7J+N4iQaSx+1qzXsvGY288yAdV425r7rCG3NfcdE2Lpe5+S0A8Tat7I5vn7MXomvY0Ay5q07ygvGqQ+W0DKqv9nxInr/oDr9YLr4wP2z7wj4PRZKCi9BvC/0WpRBKkRM2yUtgY4DmBAB6bNmcPAGWadsJL90tVZic4SKCzJgpMol9ebB7YLtj0UQsUk27EvK6ZF7c6MVBKsCwZMlDhhbd7qnE2F4DuaEEdWkTVRnJ1v62juk7+qRUnQbhsT9QqPWNKKy5rhucDY/jnrs+5v3BU4smlSmGYHlMvyORfLkHqLi4aYJHfjM6XNLKF11rynZIrjd9tbVROeZQHa/clc0Zeo7WQw7JbrW2qu1xMvtLTLkiVz9Ew+a9rTXbZnPOJV1aSuacF1u2C9Lnh6/Qp4LGEmHCec41aw4WcjCWM0v/nX7rZMFi8XeG7TQo1rd5JFfQ+ycaIPiK7tD40fbBl8ljTTM/vafYXtd9+uBGpRwNGHZCU2QCeIBaIe3N6PxIk3+AC8ASnJ4dcxevKCp+0Vnp4u2N48iImv+p+cAtLIF2WJEiMK+kgyt+YZQAbjimMwL5l7pH5R+urt35RCrAP3A6aOWhegIvxeaLM5A26Sy2aHnAEfIta0SO4/54oJJiGCGQJ8MdekTpMiVR1G81FwIVNwBDyt/ynWzBc9aaIlTli/lKb/lJx8T8bbUJap6zbWoEY73vYqjinpWPV5K5zX7NZD6Sf153BTBCNbNMbouNvyyPg6fgINU8jlexzswgiVEhCKTqWxTz2LcESRONYcNy0c0c1t6AnB6gkPuO4XXNcLrk8XbK8fgNdzIUaYuW8tJVaT6vyVAMYLq43a3qAZZewjhXJdWlCiE5tvDJJFvWZDV61xJIbYXmrDN1QwPCsj4bGnztT3Mcr6wWewQviZtm9Lrz319W8xpl80SD3iAd74pFpz34w1L7iuD3h8fIXt8SJ7QtEHxdinnhgx4hvblDo9W6xf+IBWxbfOVB7s1DpgIWCVu+tZ0LOd7dF2Nut6mzH3qHK6rOxTgvcZbs5wPsPXTQbVZqGW67Yo1bU1KVhg4evnNCZKf9Y0GKDECUtBJ7m49UsJQM15R0gR8wa4XY7aF/1EsQDQ29ZRTHD586QlnZTWI/P5LWeZPqg52c+sD6r1S1lz33EPKZr19Bd1XIgeRW1KgnbF/Kf+KddMDh1xGa5x4Nt70BGiZAndUmPpxBXjsdwvuF4vWK8X7I8X5MdZ5v6T0zlNLWqU86oXcKz/UBpEivU5M+ZA6bJ6zozj/C77TuXkkXLP8BvpPj3xQRYJy9c8bsJirRv0Nh4zSzT9U/xRzj6vFb6t+dmuOxaArJm6N//1gtiN8qJB6ooHODzUJbFSUPOMPU9Y44ynpwesbx4UoDhAR2DUm4W6vYWaz3t/hwWpvvQgRaAakSbOiBN8z3Hba2xjA3+xl5ecbS5jX2PZcTPJ7q5OjXzW3ToubeR7C0R93r2jn+pYZ/+qNMglyIMmv1TzBtjdfmbsmPKOEKOmGRrZw0fkhNQ8VtNko6dnBIFlGvPI3Tlnrddf4/NdbFKc/peP7vZ7D713XlfBSzNMcMn08EU3DxXQqKG30pvetXXmW5CiL6snUe/a+9Vi0iTNymUvuKvQy/fHBelxLixetPP+LH6OGtVICOU85GFBin4oO5AcxnuHFZDK2RU2rkMO5yPDde0UmlnbAlX72prcLZtv0OOZf1GPw5zpSDzNe7uOjYheAxLQc+VFg9QTLnB4kG7IJqgvSYLIbZ3LrrqXwuBzrdbUR2raTOdnAGV3vLOa1C3iBHAEKgb42Unw0F3LdrLVmvo6DgBdO+SwKyo8spuwhwTnM8K0Y/cTXBaw4gIgTvDxRLG1x6gaNfkJ0OjrM0A61on/yWpbCzZ4A1JNNra8C2lijUCE0M57055tL6AFp64ELyRIde2360y/DrFw7bIZz0dtBnOeu3XCW5Tjkm9JEsrupDbFXrM6jdW0uHRppnFel0mIY5XFRQOK5fsEJN3ChfdhyTmtEOBuNkFP5uhNfDZJbE2Jli+S6uzpFZ7ePEiICXfUZoiJBakrxPdstaezYP1+fluihB0cHG/94Lmi9UkXk18qISM5+Ztrt861Ntap9fm2pnULWtr+ZOja8wxbN8nR7HDf+6PsPDojmZ49TP/9Z8qLBqnX+AA83gGdumuSVEH7NmFbZ+zrjPT6lfqbCEr0QfE9VX46UXsTYM/uY12vuj9X7KDmwCdYkbnHrTv6DraSiHVs2AXYoZVS+jgt7wC/IE6xbH+d4B2dteIzsDJZe+vHVCotmJDkoOBE4sO9mhSDd+25vSYl1y9aVd4QYoLvfUw9KYLt8RZ+HQrIPKyHxrKIHTRe065TZ8fhR/ov2az5LL59H4OXuLfSK2eFrZ27vgSOxAlLpuD5dj8x0QKFxUd/COcdzxDvU0+wEMZf74GyWhqvoWQezS7Rg9TZVht1V+0ku2k/vn6FxBATO89Ha8G7OAZ7c35ba0lfepAiCco+KucySVN2L7lypD3UHH4jIoslSfSF9ZY9e1Z6H/FLKS8apJ7SA1x8hZwdYvSyIVkMAk7rBKyzghGjyO1hc/LZTYJGZj+bwI0SFjWpews95xagLFMP5n2fjoWsv727Xg9oto4ie0ORdUjXBVuI8C7Du4jkxePLRa3fWmO0+droIChpWqPUAM853dxGvbSmQl7LUtC5qcIcd8zrrgGxIy3qrPS04QCEAEwTMO3AlNrEsOS2cMIQoCz22fXKAtOMAWB5yY5zKBag+jib20kgapF7Un3tOTADWjLFWBvLBaDi4TMulPQ7EaDkjNSBGe+Ri7J+355zJsr0WcxJNX/CgxAkrhdc31xEOH1DcoTT9GbvotWk+hATO8dHhBuWXsDo81/1dmCSKa7lvLm8vgDYvWhTqR0QqYoDbXEdINktPNo5efQf6zXatEq/J4W27c+RifSiQWpbF+C61K2c921CYmr9tfifGEE+yoTNxf9WXM0oNYo19QEYi059MbY367ynhMVBTQKFJV4ARw3JjizawK3D1l63Bho6IGRgkkkRY0BKCiGteUgXKvtTvjzfMbYiVo2H5AdqVa2P6hZIWUlPTX/0TzXfTUmi4TM0Sattp75Yh5Dtks4M60Mx+6WjdfZieneG8ldYev+51cL6v8ELKNaTPdr7I8b0fV0+t0SI3ozXl97clzBmjjXfyQ4pW00qA55bcOQO0IJ5l6GMP24Ok+s11Ofk4EAP1hGtW5CSe9atNY6mvicy+J4uiI8PYt5jmrM+vZnVpEY7HJhtW+o8pYCpDdJ2siVFoFwXaBNL27WGWlcEYDLEpBSQfDjtS/qULFnCmXpqvJacZI22NpyEZQyFNwrHpV6gPWxAM8+1pC8MXt8oLxykJuR1rjbdtAfk6wzsXrKFX1074Oy+CzZQzx4WjBJaYBpK6r0KY0GqdxSZVScDdY8ooJW8YOoavxJaALLncaLw8z5ouHkGL+3FiZEDkrNJV44JVtzgUwJVm6imBxub+PJIkujZfTzHJpnV3zH29hThS8oWZ5lEt0rPeLATygMuiHYzeRV2eVgSpiV3WdeDbfYZLWA1QOWKJmXBqQcre4/d6+ydMfeNyA6FKAPdMuNInvDdcSReKC26yEa5gI+j5uTgoPn6+HsELc060TICpSsIa7poKvDhIM7EEpXXpz1b84JrvGCtALUAT6EFqD6DTG/uG5EnRiBlNYI+pMQOjr5PLUBZ8kQl+DiAqZGyzRdxLO0QbntzTH1RwgTQzmO95jggoClWWOrnkR2n9u+ortcu7ygvG6Q2Memlsmst9gCsQTq9B6ftxl9rLhrVnznka6GY1Ue3kcLnoAYiazTKaHb29OW37Xixg8OyhvrElT1IEcgsOaPGZwC5gFRMYmbgXlR6tJOkByeY15ZJ1DKL2vgLCzatISd151B76qmz5kipgtRN8/poYllAsH+LJjUH4OKANR+Hh50wnHO9+6hPcH/QqIoW5Xoyjb0fa6bt6pO3S1BL02iXJ2Vt9sV+rhT0Upf94XxAUm0FH4EMJCeaEBdLyzuj2Q9QjUmvIg/Fz4Wqrr4o3msv7jA2qgJULqy+POP6JFpUfLwAj9Nxu50+OP+Wuc9aW27N+RFIWXJTT6hg4H0v7O5lPhaAei9F5+PRL2XnqDN1z4LS8Udaxo+dR7aOhZoUD06SiNZacEd50SAVrwswLUD0QAxlALhjjAMlo96hblefHceBOTr3oEWl7iIstp5AZXvRABUMULFzs37U/JT9Oj/vmUObqadIT+Cq29YHMfntYiq9Z8CQPSS3OQ7G7U12C9YOjOLQTyXXbLPG2eu8lbPXSmn9YjFUbcrfRfxRLgIxAY9XBRyLhXv5CatdsVht6sEcF1M3BdHa3Mg+OLrP0n+ZzwNUQGGxeqiy83jukQjTl57NF9N4QMQUAE8Tka7c/fWtX4rLor1XD035w/P6LTn4PDboQNIczVjzRRLFrrOQJN6YPJyfhZKjRsH6Z8QJm2XiOWJUb+6zlgrgOO8WSOePgCoCafeIZRPTGO5cvU2x8+asiE/qLcHpeBFdo/oxyjoubTVe0/ysBa/3A0hhD3JEr3jAQcaBwMjx0ZaqvRnPFsuiA1qwun1TOA4EqypZu5QVQ8xXrTb0hCMZgqBkVWnW2fcjc2Y9ArhdgDweWV63pTm5tAz2M0YRgWsygGZ9T6NizYMWuPh92tLvnmhW0rOLyaUcPSmFDqcI+Ag8JODhKpey1htXTqeZvXdV2J97VS67QNasV6y/AIH3QfS6BZ6dOpZCQHYEo5YN1gNUWy+G17cpqcTxOJfhD1uet4QIG1XV35PVkMTRHzCyb2uIKjUopc1EBDzileTiWxesT5LJvCVJQFl8/a4GbwB8GkeQYrxU75em0Hrm42TfcOzYOWqZmh4yADgYrjjETOVd3BUxtiA9YmaypWhG78soLdKtEhFgqTXRB8QQpb8TEKgp2vHJNWkvz3XLNbHVH0Izfd8PcVKIBqC4ZUWv+QDaMDZQdqQd9Y04KofPLGWPZUSesG5225PWeItWAeOp9p5XqHmPq2Uo9RPOn8/a1csz5uSrP2/4aDcKQUNjM9qs6PY9lymtb8GoTXTZJrH1w7Y0pQej3nRmJxalW+ZGtKzJYhZ1ZdGYI/CBBwBXIGX9qQTNbsNmtSIIe5Jr1wN0/8oLgMusmlS9t+XkGaw5xSwCER7JqZmOrWe9DNZ42gseZybAvhCgANSAUx+SmgOd0saBnpKuwlgb7GszU+gdU5OzIGUi4mqQ/pYXXJ8uWNcZ+3WRGMjqe3ItIFmT3xu0uTp7kOrNfQQpG4fIYsGHanZv6iOl0/ZxH1dpyVfJy1E1ZFf6ytVZMi65gH5r6WB5GwNihkN0Hj5HxBDgQ4ZLJfNErzHRbGfnV0JrIOI5bKt+fb3TMPKyQSoVYEpOG6UHoxFF+9bxngpXEXuB/mJW77Ve2M4UaO/fdqwd3KP0Kjva5+5B1163vK6O2mds4aMcBK3jluOQJpzcTJo2TNR+F8332yj4VjLXViyfeIfsC/ekoEMzkch4sJrIgiMjgoeJX2HW58smZr9U2taKFZZM0YOU9UtZgFo8cFkAx9+0zipbx/fWF1VeJwckZ7fTsK2ndaOjbUN9rdeACC8GmGyx9RlC3qD/aeTn6A3c7WdCtWChFq9MRQWpHRP2PIt5bxcNal8XpOsEPIbCzHNH0Ol9Unz/1P21gb2koLNzR2uDzThhNSgKTHQ3WOafJWb1gmQCkCSYN6XjTNOZc9aWqDf4tl6tlqUpaawyIpLPSMEhpYyUAF9IIa5fL/ssErZdrAXZl+cN5txnrVJSXj5IJddKO33jnaF171Dn69Y0f3x9GAUcmb24dfaD9eahahLQ8DFHg8BKa1YjsmDcv7cD6PDeNRMvN41gS+9iV82mn0qqXSnA+EH92aJmH59/LXPMEgWS94g+w4eI3GsmVqrr6cGk/vaaFHc+NgvTvIqJDk+A34CQFS96FydLz/CrGpQHLhOwzAJSzt7HKcPCHASpgKY3ogElm7XN9qmy/No2zoPzM9wJcaJ8LwOuDJ2cXdldgv8sQUIFE11kz6XAUWaJau7LM7Y0Y9uEJLE+XYTFy32g+hRnfd5NG7zfAxRNfVaLYuee3W8FLXe78+3Y40AZkbCKJSgXtq2O87eFnNGtumYc2EWMv2PpUA4iBDmXEb2HDxnJhnr0crgFaD4/P4vm5yh0A+16dkd52SDF8haoXEu/EPB1Py6C+cujOiHOBhGXMuDICWPpOeRd4TPNx4+GGhKLBav+fGv+hJj7crWBq6nBLmjhsLwpacLeLM0Mdt+pUbGmvXOGkZqNAiKUIWYCRT2QQkZMCT5kTAECVqQB04bORYJ1BKelq+8mlYsA3gEuQRblEIBpBUJU9x93WgF0ngIqtlQflAceJtGiwgI4gpM9rAZ1w/zHLYi4SXgfdWYl7t6VbmXtUVaRnowxKikG+CArToIEg+tT9yY/e6/sy7FPrI+JighYs6Q5iylg22as64LrmwcJ0n/yJhbqjuMWBZ07HawA9n5MWjsen5MLRTl3LfV2obYgRR9Ub/mwrzNNqgH0KZ4F875NIRCJeZpRa20fqZDCJ5bPvE/YJyC7BOQkc8w8avMlrotkJ1OjpF3cmhwssN1RXj5I9c46IjalaTaOM/X9U3PcHdIClO/zWqm75vAGWCwF3Z5rJ6n1sD5TuOj2dTbQkIsvurq3MGP23o3z83oyw/Pn33NeKmBEkKMZKJepY/ckcj7DTRk+SdYJt0C7ofO/NYBu153cnWttdgAwCSV9msSfNF/lYCYrXoYZKTgSuE49BNGeLjOwNM6pk6NPT0F/xkVex8nXPYfs0fswuNAwLzZM/bO9myGMz5OSYoD3CS7Ilezvc1y0QKXn2TFgNWMLtDW7RFqwbTO2dcK+ztiuC/D6orFMlp1nGXyPpe5dtBpWT0Hv83U2chVZV3bQAG3HcP6iABXadcaa+Xi5d3AkTlTQ0jVEx71vgN2ac1kf4THdueILSaKfXyi1ovJUtqUHJueR3Y7sALiEsBerRf+c9ONx/Eac7xLxXNhIV142SPksRlJrO6djjytF6F73mlMveYeungt/f46ldDUmP5S/I3Wd58HcwAlA2VOBduH8PSjBmPH487cp388tdS14cfHktfmbGk+j4CSY4cs5bRqeDVqyg2SNXgCXd8xFOnNywaOdnMJvc5F6g/rg9tw3oknBC1B90APBA5cE7FF8VjEdNakpyPEwA/NSbPoL4F6hpf312tR0Ul81qTELs8+71/ZEqzWdkSlGom1KvvFNhRC1nsDkEhIz7Tf6sW7RoYuivT8dEw1AZdWc4i5pzvb/r733jbntqOrHPzOz9z7Ppb9SKVh6C7VpTNRoCYmACEFA1AoJ/sMI+goSY4KBJgR4oRIDvjAgifgCRBNDKvgP3oBiMJASaJEQElKbUEAJCSBg2m8jAVra+5y998z8XsysWWvWnn2e89wW2+fes272fc6Zs//N38+stT6z5ngAtl0GJ7NcjCujRmgNSsbhfEh8lnE4YyoFHlGPUe8kKs0QZB0hNWGTzplNuucGtXmv5YdaaFUG0ZsUBcZnS4Fhby6BeO1PRAYqqcWyuZT0UuTzqD+2GaB83xE9HCyccYiYEZ1BsBbB+hSGrANsBzgqPzkmSl96S3uU/XLP8exsg5QLyVEApBGLFBUCE1I7aR1DC6h84zeZ3ou/2r8z5+eWIYpAZ9dCAKqZFYCSM3kjTmlNlLRj8qRztJgIk7felLEG9Kp06ZMyArjkSvbGzRFgRAksaRFy4EysL2nQJpyoXew0E4wwcCZnzMW0P1b0pVSLg1eTAwPqBdPa90cPTg+jl0trmsYEWEcukSm8T8esFERjGKS6PgFU5YOSvHR9ULqaTEWbzJnBLpY15wmAnGHLRbqUzaVPqv7eNr5GRRoIwcLmNhNDHuxcgkYCqlIO5W879JEcLAMcfEyLy/3cYZo7jNseYeoQpj4B1AXLGpQmPciwRnK3An2eBCay2UaAO7xeu5LejgcVso5IKwlVEtjPGVBHr2n5ixvkphgNfLAItrV1znLSuyRULGNJsF+XvLu23M2gruDaRxVEZJO04D9uDNwc0NmAaCNc9jcZGmPJpCBJIRqgT2HZodI9u+J8Aipj8nQ3V1hnePAhrYgKSGtR1NbkobUoanS1Rz+JB3i9ESGjRJc1aaCPtGkTuNBE6aTD7kiX9xd/jYnlSMlMFyeTnw65wnM7YH1oo1/bZcCOdLaHc9SCNP/mDkRAVXepwmwz6WrbZde8CehMhM2TX6MG2TJ46DTt26N0QdczGUO7HohTWvjrQ6KrV/fLPiyKzWckAElwWvNNaXNfPqLLzD4jl0eTL2rJ6pM7B12MJA1KgVtmn5XkYBEMYJzPG7la1aSXTy/1HLNWFw18dFUMznnq4InBNzlgqwBKAlKLpSd/a227U6JKSE1JRgEgdJEzmEItAC8WIuCy+VSzZNVogNITo/w5xnyE2hcl+wuV325wQtUGiH/ZXj9HU2lmalK7Iv8VUdM7Y+GtQ2dmBDvDdQG9jbBzhPFIyzcyfhudbw3Ip5AzDlIB6OekzXgLWMeaDc2ySUuSJjuazRIxgdooqekk0t8jRQKgbM8Alna6PUX6xSRLqPWXDkFNTuUhDu17k+ZCB5TNYmxrkaa8bPnbxbtzCZgotlsqYA8Oo5OsAHrWzx3IloFZMP6MhXERwVl4lzrQJnfjGAuOsQkviteRwC3nF059ltrNNvm/jE8Lf0vnk6InQ2ugJA9Jm1caVXSJNCGDTMnYHgTcRJaQOjBPFk5Xa7R+jushp1O0bhPhXMznxcT6MzzZ4MgS9ahU+VW8xexdWchKgY/nbQ8cDzlAtKn3cyMtSQLPBSxNe63zKhYfvdesftCr/IM4j8AJIo3SDY8la+sw6XTZrYrbyyAWXyBbHmj1IJ++ZGvqeqaNJnkTyhRDkcVUbSaIT3IClBaAd3DwmLMxsXMOnevgosfUezjv0U0B3RxhM0BFtSTGSIBqTQh3yJkGqe5oRBymFLuv7NDlkgOSTbX1YETfqRDpN9Kc8i0A1NoSDVjSfEZav3QcnnamQINgC4QobYMl+HQnfG+drw7b+WK6oZD9tP00pT1c4ZA3PPsjhl4Es/ZYHIi2XlhGYLI10CGttA+586R4BDMcBkwpBuHGINgZgwvoOqTBisBftglpXmulUVnR2EXRAmg80wBFdU8TDln+dM8NkvP8HDheUutw4roNEDfAOKwFoGJCBDG3ZASR0EiDOHcfoe1wAMC5kLTvaOBnB9f55EdB0s7l7rJr9w8hM9m8hZ8dR+WfHeLYp4goVM5Sc9I0ciJOSJMfESRaGhf9lX7JyvY3i8+tzkyz3l58p5lqn2YTkgyhiU0arOS5s0WcHfzs4AcOCyXL0mNJhPFI2+tQfSbdes7gpr2EAJvaHYhiE1ATKjgcWVhNc/AY7AhnPWyfIc2HvFN2gA3J2GVbfQTYG33ONEgNw4S4mRB82sQvuIDQ+dTAnWX7jBQqIGqkkrtPA4x27KWxkU2BNABJx6j0Y9E1umI0+UGa8vYBKfpcVoeivVlRC6zkc4DUerKpz7k63h7N09Mr1r+R7IoVxrTXJcjpcDkEiLRXEc0XuIh87niuzB/T24Xym88zvQCH2XTobQc/TAhuRO9m9AYptAsdkpVE5SdNwzpagN5eQUcPaJkxJFBJDelxaJMmBpVOn8nd4Qy8cxhzoFWuEeHTwTIyQT3DlnVUx8nbJSEYRLHXUaVhLa1OMHNbO/fiuhgsa04ZpOKUTXuzEZMBoUVJuniLONHSslrHDKQwIlEkyMjSEkFaQn5neZ7otDQOFA0JS017T5EMSE5rLR+wBaCodwCmafCVZJaklaeX0yDFJn5Ok+HNrAmY0POYEUMaS5wHemZ6uhhgfXqGFTv+PuS0Lb4tZxqk+mFKmlSw6MKcNzzsEFxAtJlqG11t4kH+fE7drOU8d6iZgjSrJrCR/iw5O6L7UcOUbV0ChfYnrYHUID5rUJJOd32tPOQ5FoALMC7AuVC0KV50K7ecjuVgE13b1yCLUprodEOsXbs8ytUdL2ZDhRFFlTrMjG4xoyMWYIcZs0m7Ws3O4ehoi2hndF1a51F8+wRUVB40iZBlRvXTil6ho35oEw5Q1yddQwuH5SH9UVqT64HYgRlWaqigmorgwUuTJvaVGCxCTAtKCYiI3ae7j/yizYIwWGzgl+5vSjo9I2TtCd6lPeAmkw/UviMiPUgQkr+3fE5rh6dctOxyWuXR7Zxmp9Q4dGgKcUndfZJo/9QOy0useiTXa4sgE1Tv5SUI1BYiaB0cnUl0JOkXpjvMcFWfSzn35btsiSXNiNZpRADq6Mt6OhPZe/rQEJFU3t1ypkHKdTNMN/HWy96lldJzgDdRBFUgG3oeEGXjIZGgAjB4UHuUfiD6jTQouR6CGp1cWiFJF5rMoNbknAhSLe2JBrY1p3srzQbYDFDWyMYnt+Tw4nsqpN2MPjYn1Gdb4fJhFTWuzPT4XkuGJHUw2TUZpAxmdOgwp7VExgLWwJsRg50B62Ft0ivKNhmy/LVfkOpqK9JkmVdrXLCcLVt1XWudlPRFrZhlY5f9UVZvbkLRCVw1oMWqFtt1tHS85/oKaUuOKgRSTIUTVwZTf9IWEyL0lp+z+Tck/0vZYme22SphWKGRfqTW53224dF7yRWAog4vK7BFw5MDhcUSeVYcLJKMQ5e3LtNpiz2lqC9JEJJwknqpK/XO4MWrCyMcaHsUWhwfxava6rv0Q0uQqiGTF+3L/mggwStfb0IBLbqnQcQDLuARB6m3vvWt+OAHP4j/+q//wrlz5/Dc5z4Xf/Znf4Yf//EfL+e86lWvwnvf+97qumc/+9n47Gc/W75vt1u88Y1vxD/90z/hwoUL+IVf+AW8+93vxlOf+tTTvA56O8J221RsMS0wtDYkdpAL8J3HZANgB8DatK6KOmfDTIFM0imDk55hy4G+R20Z0G1cgtSa0qE1qZYGpE14PfJ+D6gBq+WEl8BWACpmf1RWzS3HLaBoEFLNr+dodaNtCRsRZPdOd03FyFTzcML91sxQZEbk92NNKjl4uzKYR1jMrsNsRvhuxNBN2JhY6tQQUCH/JcCgz+TTos8EWBKkyB/Zftm67tZMfY01UfRM3wFzx/qt3F1LDkpav11d+ySmHbtE6rsxovid9pZ8gxAtYjBANElrAhILTm6xszW1+VzukqsP/du+GlTF6iRznQYqbb+VrD4JUifImha1dq5H8qXTZqTV1JCk7pnE2KN1b5LBR3/ZqpF6RBJtKlzPk5zqcF8lq4ov1hXSqAA2C6ZralK7nB59Hx7A/9tRiElOBVJ33HEHXvOa1+BZz3oW5nnGm970Jtx888340pe+hCuuuKKc9+IXvxi33npr+T4MQ3Wf173udfjXf/1XvP/978cTn/hEvOENb8BLX/pS3HnnnXCn2EvlXF66HeAQTIrc611y5HbzjGnq4boZY+cRzFFi/7mIQlHX7C3yPWntgzYs0+YH2alkO5cTNWD3ALbwFYFn+EACpJaPSg92FHJb+jLkVhAyX5sZtvPohgldPxWAIq9GK6xRsUPvYVynkD1MZWG/02kZZrwAuAYz2rLDgDvFhAFpN98ZDhsMae9W9Jgw2BGz3WJ0E7x7CEddgBuA2IP3ddLm04fAbWOby/ch8LIEGvjKHl1oW4c0SO0CKkWeiAMQewPv2vse6zS51SSJZAKeRsKcyRjCTAdk39IeG/QVQAJQGLhzbgOZzQYP7kuSWNcy6ZEvSlLRpXZ13PirF9KmHIgHyZmmnixdBF+aJJP9Kk39IiQs6rg296W35GlavUeXhJeU5rLOJaXikOyQlo9ZThjJZ1ynxcW1BFwP7jGWAKcEqY9+9KPV91tvvRXXXHMN7rzzTjz/+c8v6ZvNBtdee23zHt/73vfwnve8B3/3d3+HX/zFXwQA/P3f/z2uv/56fPzjH8cv//Iv7/0+A7awGEqFzdRJjYPvHbpuxjgmFs5sAN93iH2HRPlCashkKruANJg8BB5MRiRtVA5e5FOggenhgBSwNPdRWkuTIrMRAY/UmloMMc0eK7vveQybEV03w5ldfDE+dMOWnhESn+3dUrQDd20G3xpAdw2qLZCi9yGjWAVSGDGhR48JfrAY+wnDNGE4N2N4SJQRgZA0v+UtO3AM1qakOUnWPcB1L+tT+hOpLnax+8QEI3QG3qat05egtHsE1FEKaPBqlXWrboJP65gQUYVKiopMsbyhE2Yu0poERZsUGQlMmrvQWny7zyHrQ7LK65yJB59GCH1OSkM92aTTHgEJakpJwz4RJ4AapCIS/ZwJFW1pkTT2EScavoEGpHpySdoXADy0Z9k/rGL73ve+BwC4+uqrq/Tbb78d11xzDX7oh34IL3jBC/Cnf/qnuOaaawAAd955J6Zpws0331zOv+6663DTTTfhM5/5TBOkttsttttt+X7//fcDADYY4XAMol52ueJmw4wvOwRYGzG5gNn1mJ2HtwEwfQYBw1qMWLhZDnKca/u39EPJVeXE6mmx+1oiQUpS3IlI0fJTtdbcaD9HkzUWgcGjG+Zs6gtwJjXvniFeDYGkoktqurRZS6Fw/0wrt9kMR81fdgIdM12bpzQTUA6icpZmwLsDk8bXYU7kCXToMaUtx9HjyGzh4bAxW8z9Ft6OCHbExkaOLKF9RFv1/QLWQaoVuUKai7U2tUEi8bRMtQ4IDpitw2Q71Ltu1cFl+WDgWjP3nVZiTL4qQJIkkvlObpyZTjZAyJqWF2le/JWajVy6ockSLXIEfZ7E9fIelCbN7qVOJKNBTqZ2mTqkM1mKtM8rlUnjQMtSIo+Vagqqzae02kNc+yh52caMPn+TKwvbAMQ83VpDC2Ug2i16AlsDUxTdoF4zd2FPHe6iQSrGiNe//vV43vOeh5tuuqmkv+QlL8Fv/dZv4YYbbsDXvvY1/PEf/zFe9KIX4c4778Rms8G9996LYRjwhCc8obrfk5/8ZNx7773NZ731rW/Fn/zJnyzSB2zh0AsHossqbYcZAd7ktdZddt7ZxGiDJVJFl9uW8FNJE6A2AxH1mPxRer2DHKhi4y+wBCvZgIGlCVAzzhx4INPRC+TAJ8GqRwKoPgKdh+3mZBI1NIx7OMzK28ElSm54yS1alzrqQSyARRDHjmAJPOyOZejRa3rk+fIJqdjk8O2z2c/nnHWY0KFHJwb4tHp+NmnwhxnRWQ/rklW4lL0mWNDEpUMNUtKspK1Gsh71JELXoyJN+A6YXQoqK9l89cG/6agTp5UIIBLDj7bsiAKoIh25LgmU5A0IyDxQ2Et6vZDUpKgfaZKD1lg1IaIVIKLlG5b+Yc6l+N4qJ/I/GZUmD9lQ8l/qt9LXrP3cRh3VbdffS9arpDAk4kTqrXSGL22ByAxLvy+1j7V+x4uGjXqHk0XH3yfvqZTjEpV3t1w0SL32ta/F5z//eXz605+u0l/xileUzzfddBOe+cxn4oYbbsBHPvIRvOxlL1u9X4wRxrQ71R/+4R/i9a9/ffl+//334/rrr8eAEQ6jsM0SSKWhKcDB5rVARKqwLi1gHU1MRizrcvsyNbuLtCcaOOSCTmlHbxGEZLgT2Tn0BA5YXzsFcO1okCJznxzU9OxcUpvLgBhgMmGi6yZ0lkBqFsNfbTKT29DRkKhl11BIlFfdbLWWJCmz0gmcBt70lDTW8XWyG5EZwWXQJYAlTSot+J0w53VGATalmh6+dwi9xZE7TguAXSyRno1sE6RVGfBsXs7o10BKjmfaXyiBSmhRMX+e+wSmEpz0VIK8AUymqMtxneXXALK8A29abMtaLoXrqTSlQgjQIGWokutJmwYQ7RLSINVi5+nf5CRhLQxRq06KUAXPWCIHgRmVUcsGLw/Dp1VMWvEY+V2O/wYJoGyoOlTd9tOFzGmV/FYPk/sK1Xa6Jm1kGKqBqNaYADIL1+MomQplO/Hl5ff31hG5QssxtsuTG3JRIHXLLbfgwx/+MD71qU+dyMg7f/48brjhBnzlK18BAFx77bUYxxHf+c53Km3qvvvuw3Of+9zmPTabDTabzSJ9wIQO2zLIySqjJWYVTdnN6GwP1yXAmjqPqR8QjgegczyIjIY7xzFYg5L28gHtJRYtn9Rp/K8tMoX0Sck+ItlgLWCihaObCHQBpvPoNyOGzbTDF1XpGgUA1hbuElW99QtNGFpmBr3egzqFpFenoiPwIoptDXAtlpHUAqcMUPKYkPw7G2yxwZZze+Qwd8fYbCZsLkSYPoGF0Rvo9WB/iZ68tBZvam1Yg1OLBDMAsUMK9WTsooZqcKlnunILB2kirMvflJLaJbyFPAFPPj8IDcrnd5DtnCxoGjRaQKLX044iTV4nF+OeRMyTfW9nCB4H3vhIikyzqDtj68hlRP1WE5Zc43YyTb6R48Yj9w1L2ZETFZ7YyY1wfK4IopZb1FunSM2J+xdPggACKg45rYk3F+u/krLF8V7nnQqkYoy45ZZb8KEPfQi33347brzxxhOv+fa3v41vfvObOH/+PADgGc94Bvq+x2233YaXv/zlAIB77rkHX/jCF/D2t7/9NK+DI1xAL2bdmt00oYc0//ToUgAdO8M9zqPrZ3T9jPloxLTtEY4G4MGujjBAjnMNUtS5NHNIz6aluVtrVlK02U+miT5QzdLk2ijpk5KD3xGAIw8zzHCbCcNmxDCM2GRSgTz2IVDwMa8q/lEA1C5ChO4sEh51Z9H7Iukn0lYjVnQ3By/yNWPAhCMcY8CAGT222KDHiKNcGltssHFHODo6xuP6CzjqpsSxkVoOadVy4kKDqq57qmtpMpR1J+tJ+xQ7YNwAY9djNAMmEWlibtYI0+5lGXMJ7Sai7JIFSYJIEXoiptt9y0er/VDSKqF9fJpaLu8pt3nX5vbyntgxOaTKmMHDoFRv6DeI73oNClXiUTpH+7MlQeZIpEkLCFD36T0log6LRJoKTfzWCE8AL/Cl9lDv4yWZoPUkUvbbVl/Ulo6TZMSFvc47FUi95jWvwT/+4z/iX/7lX3DllVcWH9JVV12Fc+fO4fvf/z7e8pa34Dd/8zdx/vx5fP3rX8cf/dEf4UlPehJ+4zd+o5z7u7/7u3jDG96AJz7xibj66qvxxje+EU972tMK229fOcIWDk7MsDtIzwQNkpQyoYMzNBeJcJ2Hsx5T38G6gMlGzDYAY5dWv4+GNSbJQqLP57CcvUn20kmmvpbICTJpVVq76tRfqUlJ/9kmAuc8zGZCvxnRH43oN5lCYCZ02Q9FDbpPm3VXc3ZqjvrVkrQ7AM/e2jMt3gVYGhO7RWcJ6i24wyybLXVGvcB3QgeHgA4zpqxXHeECJvQYMGKDLWgxbCLd5BLoHOYrjnHOHqPvIodVcuA9dOQAKiNQaG1K+iIIoLSZTxxk6gsuO8YNT7r0REyCul4rsyZr66SCoppXQmY+AqhgmEYOtK0I0kcrJ3MabIiFJ/tXS5vSZvW1RdT0/J0ARRUi25IuE6d+k74AOjZ8HfVDFdKqOnamRcDJOHk10UDuni2tCgQUEQZdnhXwRK8uhNqCUXtyNUiFRW9y6npbPVv7r5iQ0ZapxD/cLacCqb/6q78CALzwhS+s0m+99Va86lWvgnMOd999N973vvfhu9/9Ls6fP4+f//mfxwc+8AFceeWV5fy/+Iu/QNd1ePnLX14W8/7t3/7tqdZIAciD6iQ6Z8iFSa7EgAldGTTZz5Jd+jbk1dCefVedR+g7+KFD3LpkBpwBDGZpO9fOWfJHkaOYOk8rwgVW0oDa2QrxuTUjp0ndgkgRgSHAbGa4YUa3mTD0E3o7ZSYfa5gJrGorN3UQ7ix1gBbyVpxEolhmV5sp6mjeUiOQA7F0EkfxBssn1mFbevRwOY89+uKxmjFC0kYqWq/Jg0BngCMg2BGD8ykcpKwP7XdYMzlpQo6sK/lXzMLnAZi7bmHqmwuY1wt6a7LEbsLE6jnSz9S+kAEqivNleB/pf2odGmSkX0qHzWuBkfZzyUPKgpAALLfUiWh3zrVxSKpIUmUC4EyNXbIv6tBlWiErxJwI63y1xxv1N4gUSUqqwSi9i4UBhRSTtbwEmNr6RH2A+oTeKVn3Rdn+pE8LaIMWpbNFeD/4ObW5b5ecO3cOH/vYx068z9HREd75znfine9852kev5Aur3+hQuJic0iuQvZkNEEKCaSIjm1NwNw7zH2folb0PWI/IM4maVVztrt7U5t3pMlDmjfWTH4Q57eEOpgUCVDSCasJFEPMnSQAg4cdZvTDiL6f0HVzBqmpDNy8+LVmx9lSdqFqqut7S9VZjEhro+SMnX1OTJGuF6Ta/CZd1Sm45qTvSjL/6qKj93bwGAs0zZgxift2xUslZ5F15wNibxCMQbRbbGyAMzG5HqjsZb20BlP5YnSeiMunWX3RJV/U3AGz6+BNJ8BcrAUU79ti9DEQtYG8iUY5byeKBChpOZDfdx0SnDxqE19Lc1oDKXqXZQaXJLzKNyU1KEkxb3U8fY2cUeSbU52uaMaLiCKyzgtIRRibJs7OyeUVqPoY1Tf5FKn/sHRIHL9lSDEGGCPaUA1SMxwmsR5PWzV0f2QaPPuMWdujHLBILX5f8/MjtLzs0ZG0ULNDssFaIA9CEzrQOqk0UA3l8ySGIkqb0aE3I7p+xtT3mDqPuXfwmxHTMKUozWOPODukRYlom/qABGS7lmHs8kvtEskCXJgMIgNWXguFPkWVGIYRR+e26N2EzjJ5YMhARU00AVcaujsBWkxDr8kT2hRRC+3Ky6QJSW+Vtm1pxpIdZYaM9t3uLPKe+r1IC+wxYkLIgMw0irGY+7oCvWRKnNGJwSBpVMFZ+H6Lc3ZCZ4G4RdrMkHxUxAbVAyoXCU8wBoj6Et/zIBd6lAgTU6XtyQGlDVaprNlH225KrRU4gLUR0YbV6yqRJjy/krZ2tJh4a+SHXcCnfVBrIgl8JQFIBS5/7FZuKIkTZFMXE4CT1irq75L4JKwhpg9p+xy37k8CUEAmQEYxl2DbBoC1SZ+0Ykxigjg3V0+2tSug9pOR7CJY+EULbMsZB6k03MiC8EirpKhApwxQFFLeIpRq6MoMu8v6l0eHAYMb4V0ePI9GjNsBft6miM3eln1vctRPZjlRJ5AgJQFqzS+1D3BpkAIajD8PM0xpHZTzGDYThqMRvR3RYy4ARYP3sPBBLQ8pNPDvK3VjXTpr5zyZ0OYsMmnRjK4FYrwmaOmsJcZhumLIZ6cut4xCMRRAnIt2xSR2AogJHSbXw195AUfdMYYLgDsWZU9/W4MsvxifRyZbNcD5DTBuDMZhkyNM1BqfBm5e10LlrKnFrjLDkFCA0LADzE4la9rSWnqLnadJEGSN2BeMpFBdyP5Gz1ic2IkfWx1UEidUMvmCz4m/j8ufr8jfNYGCWLid+N4n9i3F0wTYv7pL9IQtYkkskn7K2g9lMWKoQIjaWWp7PGnTv7cmjOznOhmkIswPxif1WJMuQ5CsBFolRaQJwOSKjgWgeA+UNAzRQGkR0noakwbPIY4Y7YD+KOtfgbe4LnvgZPu8D8mhHLwFIvLiR8uDVLDL1fl6vUlJBxax0XJEhCLO89oKF9L6r86jHya4zsO6ANd59DaBERElSI8gkKYBWw59bAjQ8y526rYkgLcBkCLXVtB3qRXoDkCa1FhAKtUHvcmIoTxPmg9riVV+SFukAZ8+s5ZiMpQl2ObFxbT0J5UYItKgghG9C3B9Nv0R+NA4tzbTl1owmXsEQHnSopQvqj6W8dukyeZRkTX/Kv2mgVuWEUS6ZgwGdQ8pWkOSZvAI1k41GWlC7ovaD7Wr7MRNrKnrjsCJgOpxYKAi0GqFvJKaVBdgnIdzHAVGuiVI2AbEJm3WZJJvimNlskFe+51kX5KTMZlG/aP+jck7csIYQloA7kOehPrU53XcR9r6BQDi/fu11TMPUl0BojTQkP+JBsyYQcoiYEbaJyV9Tyie0j3mTGbvMmzN8AjGpm+02t+khZXeWfjOIcQ8m48oEaJjNAgFoFJlhGByp8jeAFprUrZDwCIOWqL9io5hAGMTuSO9eISxeYdUmzcu7DxcN6Oj6OY2U+/NlOfjBFKkyJNZrzaBaoVeu2rXRiMaY7Szlsx/UT2FZ2S2dATqFGR2oDenjkEdRwJUi82Wxiuftb85T066cv8eY+5g0kzGHdjku1jE8t6AgTVpsWUcDLydMDiPPu9Rb5LFmQdj8mfL4NPanzgAMfsoggN8Z1P4rsUAUa+PkaSTk1hU+wj1GZi0YaHXe0TtK9JHJQ9JcNBchT0Di5eGJf1MkpBC96TPGqCkNYImgpV1QwNXTpPMWmm5kMs8JEjJz0dYalKV+S8CA2D7FAWGNyAlghITllCyWDPoyPdL58lFudrMrg8JUjQZlNNZtiT0/DfmyXp0acJeJu+2TNyjiHwfxZo6AihEIN6/n3p8xkEqaUYRqZOlSgml81Ll1ZUdC3gBwIwAi66YP9KGejRDscJ0mEAqmDw4OFJzkyYUohjsQgIq6iHBq9hYvvbT8DmCZJCBK0qNykTYHDaFomiYzEo0NqDL0TScndEZadKk5kbGLAIoJkVQs5VBV6RLvrzCCeaH2s2b7OeSc8fMIHa2MmGCTGxMnkimuK6kyZmcNFu0PP7MUGQIlPDLg70kd5gMtLG8HYMv7+qDDgjWAGaEDXOKrGUzUJEGJYMWRNTmWuls7xJZwncGc47kzxplV+WXzaaSNNEmT9S1omumrrFyGHmcUNUtkexWCVBcwMu0fZZmSCKEBKYZDBp0/9aoRvVC15PmJhm5EajakQZFadZtgdQaQLWCPcs1jX2A7dO6Tefa3E09DWHzmgXTZNJoxy7CellCmtzJ3tApkOoLUJEzwKODjxnMosMUevjg6l2V5y6NXz5pTXHOFiRpKfJ2if/fHxoVtZQzDVKpG6cspCBHtdOXGTIcNS5VeKq8NBR0eeiq11Rpx6CkP0v1OYqZVnm2VbbYbHpd+gsEMEUDH5aDrV/Zw4dWpRNYpfKo59wOoSxmZf1khhXDHp9Pw/WSM8dGAz3aLKVFO9WMOf7Mm/ZJIgC9GftiyKlL3/WaqtoOXpVTuTqZ+7QWwj6bNIuWNG42XTJTjiY8ABCtSUsTEDFYj04MnEb6XHRRCU0qyj2jepdAqrQ5HadPUvdr055eQNASNhvVEw/Sjo0NsNEimAjnAhC9CCi7h6qzj0a0DyBJkUw9gIFJ+vcayk9VBLQ8QIKaF2nAej1JLYrASdLJN0i+J6ktkYnvcWDQkia/AmYxa1UTbNaiuq5eu2jzuNYqmJN8iTVIsdYkCUvb7JOS01ha3u9jtmzEDmMY4GeHaeyzq8PyrsrbHvCGlyZIM+6afx7YZ79DAGccpBLud9VMGABc1pTSaqm0epLMP1T1qZJZ2yB1lgFqSbuUsxKgpkED64waKVGlFVNS7ljS/AQA3u5uiNJmrUFHKva8HsrnJshU9KV3qD6Y0s2dhfSg04j086w9rfUmdQcis0Pd4fYBqWQc3mDAFkfZ5FcmGuX9eJGC9L1R3dM8tZgujU2mv26LIzOj6yKsDpy6fKnqmAdgHCzmzmE2nMfTHPsKeWwpQjaVn8sWCGOzuS/vBWUdbf0AxJM2PSQyCFbyTXlv+ekoTfqZ6HFRnCf/EoDIeQSBCUXccaj9X/T8lv9rH5CSS6S0JkVmvMchAZcEqSvEQefmoz/KBKd+qmp1LRwZL8VYV3XlxLpFjKDP2v8kQWqKPaa5wzz28N5iPN6kScvUpUP6Xcuux6iJMfL1L0eQ4kGUZ7rU2aQaTMQAXjwWMWCsZuMd5mqmIdmC1GTkIsgaaNYYLG3gQgG62vmdtLE6nVlbtVmKxAqQSt85B3WDZ4abBi+dRnDB9zw9IJG0gJw0Ak1ZrddMJSftWGlP1LmGhdmPolCQsdKI96ay6NHBlklIhwE9fI79mK5lJlQErd5Pv9Bvqb3VJrJUSBE4MujnGd0U0BskjapV/Q5pPZRNGtQ4WIybvDDAkLllHah2DU6UDyrTNBPfDS5k2k5m8OzP7ZKZszi9DYBOOIECJTaEyHD0WZMe5Ot4lUaAI68H0vM0AYIGR7nppNSQaC1jK8DtSSBFAEXasfIjNmnntO0KkSauRK1JSZDKJkF7xQX0my2GYcTgCjwsar0dH1OOL7EaI1omcWnaYwoVk5NKWhwwTgOmMa0XncYeYdsDs0uReEpkELO+fECvF20RXx5qZmkhZxqkAOS5b+1IrJ37NCOOSKsbIlI0ipjPZBOhDDZKR2IEzksNpwIprA4crRA+8voWZZjSWWNj4OLv/HQakAEmCxBdfGkC9AWU5OJcWhbIYFTvCSN7sAQwKuMAtyh39kHVEbrZL1XXmw7PIs2As+pc0k/FixLriUQdacSV/6Ooyyjyyoa+9NQes7hHYk0dYwPa+be8vYnoMBdAitnR4SxgGzP00GWfvQPmziK4nHdTk0pq2nntqZCkEZ5UyTZoxP9LYe8W61SpJ+UFpUhbvRsbYB0NfECc45KsQH9J9HxGLjOSZAnSUFrMwFYa+ZQoY1KL0oMkmQjpO1HZKXyVBqk1k6EGqGSYqTewlKY80pKkJiV9VQXEAnA0oRtG9Ju8yD4TnJxo/TKGiOwxctxIS3fZcyV9rhKk0nKL2kNdaU9hwOQ7TNPA4DT1CGMHbC2wNRmgTB0dREbfWfP1yX5AwLVf6L6zDVJcLUyQoMGHhve2I5lpDL5cD1jYMqskDSsNaktNaT5hdkpvGBZ7ptTaU+sz04ulq76txZEQoPDZcq2QJp7OIodELpBPZkdsSxiUY9VpdB45bRkNQR4yIrfsYATU3NFkfAz+LkMp6bpOV6da7fI3TQaxJf+hKrMtNvlz/cQZI0b4Ar8OHhNmwMQyGBvMiCYBFRWaiUl7KjteOJPZfMTi4/wsPYYMXkvixD6kiaBKnDaiTJqWzf0nmPyLYdNfojNm+rCNQIhMCnHM1iqSdmapiSMa0OhvwBLk6B788nw/HciZTIx6Nt9K61EPmC0SBz0TqENeEZ19l09K+pw0SEkf1VGAOTfDnZvQD3NaaG/ksm02zduq3vhFZT3P6FR/YrYstRXSzmdIClVfyBNbv8E495inHuPxgDB1CGOHODlgygAlo9WvhYjTSwx2Bdq+HECKum9qb7Z8JnOSBK2l6IWq0kSS5pXS5EfC5vGLWwAp34/emyMK13RtgMGQadBrJkTkdyfTXCxzqaWfSs+x/ALkuFzaNvE0CW5Nd5UJcyESiNvageY1BZUDyVAKoHVUyT4jWZYA4JD8fYmllxYgtOz8pDGTdungscUgVlWlN6D1VXK2O2V4MYiAMcVUFKxH8AGIETYCJiTtKQJJe7JpScNsJa2FKfaabr4kUtRTiRZIU41YdZdQlW7I9UJWiTQBsUTOAXh27EKuctUGBbW40pCqc9Rfo84x4kiVUmtCBFSS+LBmbtLpOjr7mq+E3p2ySO8j/VFrICW3yPn/UK+VOpfTzkXg3Ax3NGI42qIfJqFFzcXSQXu8yXojSeZsU9K0VSbClP6h/U+VRSIm4sQUB2ynDaZtj2kcMB/3iQxBoeAoIn0LpHQQYNJYCajWQCrka/eQMw1SJKldBZAD2IBVXoD3O6LBW/YNnqH4UqHpfGbP9EjbHNeDb3vrY7foAUm0bwZYLrYD2msb9Ln7OMqJKELOf02msNVfuUiXtTC6brcHhKX1XhrgdX5awr6q2nyxdhRmYHTw0SJGBkhnPRBT3qKxpTzkrDPlfYbDEVJ7oYXfM8bCiEzlR14D9nfRQD/zfY1BdAbOzXA+wHmPIOJeeufgnUUwNfFD184anUVOIWQb2VeoHZAe6MDM1nxbOJtGaNJ9YwRc53PdZZOfscLpltEpYhkWryUSkDTokE9JpodGmjx3DYzkQenAevSXRxKkJOPvcTH7pUb057YYNiP6YcK54QLO4QIoWHbLP9zyR6W+RJNWdge02LEEWEyXSgA1occYBozbPvmftgP8hQ2w7eptUCgi/a4tVXTZr/n+pFxOINUS8skAsXRiSqOhMVkLWPuizgrUPiF9512yBlLy2jXShRzAaSZNmod0mMvrpdbVfhcmU1BcYmr42neVrqlnbcmh3nba0vuTr2dNpFbQSudnsXEyfe9KvqXxsnXMcAjBwQdbLYz2cLAuIFqTF2czSKWyCTm241xKncpgzJoUgZTJmpQEKVOBFBs/I4ABEbAGwVqYGGFjKGzNtRhoJx2p3Opy0kJ13EpL4GTLUEZth84nvcxhTuu+kO2UAELI9zQx7yKfwUrWK5nmWuY2GtR0VI59zHWa/BDU/fSAuJYGkb4mks0n/VKS1af3bNObjZKJTzL5rthic8UxNue2GPoRvZ1wDhdK1BcCKb23m5xIkuhxg9sStUZi7PF2nxQQjLSoaeoxbgeM2yGZ9sYOGF0CI72Xl9SkqE4InFr1fNCk9hXqcBwmhIx5bOFNQ41ZXGUWHb0ly8WuS/tx660kw20dpOoBTWtSchHncsDi8CjS3MNARU1a+mZ2GeiXksx+dYQPypPUkqg85XXSX0WaUFvYm7J8ftYkYor+4YMrW58vJGZgshm44LPxL4XIYjNiMu2l/3k2mn4hB3QPinbCxtQ0/M/oSt1P6BEM+/2MiYiGyS9Ux0uChNQSGTbpOgbuuu1ElWHyx9ky1UjnUn1R3VVaFPUZk9WTio8xpe1tvIWfIjy6dHZEcrYBydxpqltRNdb+HakFSWo4NUEd309uB7LGJAuowUv6nOiewG6QIpCl99XECRkIfR+Q2kRgE2DPjdhccQHD0YhNt8Vg055uetdoMjnLUGVynVTdz/VW8tw+qV3VIJUZpJkcsT3eYDoeEnNvdMm8NxoGpC3Y50Qak/Q/7YrPKMu5pUnJ+jhBLnGQIiEGXCLYQnTQpdclNjWTFuhIegPy/Tl9N1BJjY0OGmhoeJEmQOmnCfBikJLzeR6cpbdCeoG0dlWDV9sAl8AwltKifyTJDU+28hqk1vaU4c/Yo7TqNwslR4I4EE0BqEWkDlEoBjFHDkmeGY8A6eOShlBp15dUd6JQ+Mz6pOsJDGgvM59rLwKwpi4vGTmiromayadrSfIxZd3riYBsA/IsmqDZPK1Ii+DJxM1XFn+uJBHQOSYmH5RBWidmIqJxgLWANxmoTM2QI7CQfqaW1kTn9VgOgFKb2uUDkQOlDs8E9bnRRsp8abHbAOrtNlogJdl+j/MwGw87zOiOxqRBdSM2ZoveFMjAgLGsY0zsPh0BhmtY9ie5XUd7VSRD3xQTtXzyA6Y5mfembaaWH2fz3mQSCElNalKHjvS/to2KjDxCfwEGLWDNY7KQSwakdmnvUlK3lMxAGgCJOABELAkXpIHIIVaSDBj0mBlnV3tC2+TXAinSurQJUJoCTyJUSDIFvVM99C3DrkjhGXsa3iQscqkGQN2Fu5fWqh6e1FODnBaRAComgKq1KXIupKsT5Zv1jMSGkkGiGHjqGINE0rDFtS1jD6alCvSvZhFG0RaI5BEh9/WpIyiG6junM5+VzbzrJJUksj3WIMUmXlR1pKwIxJyQtPN+hrExkT98RLAhLfb1lg8CpIgEakQhb/mKdoHRmhbVIkPQAClBSj4H4ty1wpI+Ka1JrS3mlbH4MsXcnJvQbUZ0Q9pwdNNvMZgRQ6IrgCLxDxjL9IdbFTP7qMWn13NV/ddBzWTUfqGbFf/TJoHT2GOmtU9jl0HJMAhpkJKmPQIpKuO1iYQOj9Uq+8tJk9rNJmsLDbAhT/f2Me3R05ZEg9oHUC/DbUuLjCFBSvoqgKmaWXs49ADkACavXxP5nskn9fCENKcUMdFW9yTCA4BSGjQoX5xwzogcU72LzwN/0ACF/F34qZwrJUe7ORPw81GbUCQvUgKZJjdI6JNvbsUbBywnI/W9auKE3BM5luv3rz1p1iO/K68vTFE0mEhEb5zWExaGQC7C8lwvwM95BOfgfcgx3Gxa+OkcA5SPbNoDgGDaINUCnpZPKYhr11h8QBukHo4mdQSmo8so6DlQbForNcMejRg2I4ajEcOQ/E9ym5hOGeNYB5oW48uaEHlCTpooxJEmSByHI0zb5IOaycRHBAntfxpVmiRJtDQpAi1d9vr1NSjtOeSeaZBqMZv2YTpJgoQtPQAibRlhQadRA2J2V3vwP4lQIAcbmR9muPEgKX1SNIBJMoXWzjTxQ4NpK59aarMk3YWvhxj8dgGQpNC3fnWYYVDvL8NlvAR99rPkczsZZ+5kCeKuNXPOVmWneVaUJk200peYVmPVWnQ6t9akJEjtJknIhcpYpJ/U3pO/LRGWqd3z4JeAj8hEZGFgawCyjcGXd5itR7AOvrNp6xpv4WeH2Hk4iufmLXyX39NbwDuUbWpml0yC2lexBiotv0YLkDg4SL1FyppfpAVUMkZgJ9I0QMmNC6tgsWk/t24z4dwVD2EY5BY5CaDO4RhskKs3H+UpEROZ5KRv6bPm8GxJiyL4Yzgc45A0qG2P7fGA+aGjTJCwCYgeRJskQYBEZr5d/qe1CcJJBJU95UyDlBY5KJ+kXRHLKVaDLjcMba6TAzoDkjaZBTEAtFlWUmqAsughF7VSdASmlXLjDKDgPjSc0FUy7/Ts0+STr3c5r/I3AkRafIzSbdYA/qRBVC4fkF6Z9Iyktc6VcYOYiWlrFQcOBmxdKDXUJE8IIT+cfhs2o9VaH5vmliAh43kwEaHuodrkWfugnLqXBE1mNrKPcp2+L4WZfMmjyO9F+aEylX5D1qmiTjMRDia/iYV3CbAovl8KOurhfW7LZeuGGSWA8jAnTYseEw1KhGwZNXtO71AVo17IKwdFCUTSNCjBSAOV/C4twkBbi1oEmI1Zk5rghgndMKMbJvTDhE23Fb6nWZj2tnDgnaI7Vetywkv11Kprao9BtR1atFvo5j6FNxq3GaBo/dPWsFlPmvYIpDza5j7pO6T6aK09WwMoyc26HDQpaepKwl6jfaLNsb9Ae1NI2Fcj3dTk0GTHZoIB+Z3epDYDymfWnEBbQIFm+HMZpHwetgmoeHhjnw+lEVwWxzdQhqMInh1T/nUpEQlClieXcXpSujdpAuymSPqCgeRK7jY/kq3diu8M8DJ0j/QicaSMUN7HmoDoZGeuwdHYkJhploGpTRJhQGkRPKg86E3pbT1SPH0mtLgC8OSfkiLnzS3QkrmWTD6O2L5bku9VtjAGJMns20dSvbI/MsLCGmqJXKa035rNYTa6mIAqJr56ieif9hsyTG7JZBcCqBhN2XMtktaVCi0BWUjX8AE+tG9K+kmAJWhJOyc7m5chkQikHIAhAF0EugC3meE2I/rNhK5L0SN6N2IwIzZmlIa3iiAh6Q3E4LMg3VqSbLgNkNRkK/ap8t3y1hu+KySJuVDMDUePIPaeJEUQMK2Z9tb8ibIsWyRhbkztzzvkTINUa5YhGW8s7dLQ1PHlZ17Uyp6Bekav4yJo81QNUjww6IZHWpMclGiGZAo0+TyHZQc4NVQK0ZPMgqG6V2LexUVZtUCKUgxiVb4EVAy0FMjVlPRUVpRzed/2hIEhlskmNRut5i4lmKq/RwRY4xNItSo5i80hfqwL6jn6uZIV2b7j2sy2LkNTld9Sk5KBjKUGzdOcsEjjlsX3b78htTM+S5ctl1f7XnV+0lu4DH6upAVjy0acARbWhnovtWARs1+Kdm0FGKgAZKJLPi9L8G65p1rWugj0kPcwirR5oQeq7SLkpoYa7OSgqrNd+aRiBqyYNakIM3iYzsM4n/xOQ4pg3rkJvWGtSdPL5bY5ZOIjfxRKvdTaN1tH6kXx3CbYm1WOmNh885zAaR57hLFPJj5JMdd+KHnoyBIanDRJon65ddGTgT3kTINUS6gTG0itcn322Ya5mgUHkGnPlyGijqKm04K4vg1SQIR2gGubM2sO9boYaR5K59lsMiNKdbpe+t5Iy5E53yU0u9fAyr/WICd9UtrQqgFZP4mMFmQuIwByWRsh858racnBLGvMwefFp/x+UoyNcNbD2qVhTRvdTO59uxYx7y6zUD5T/iQE6IWXZMprTawk20/+xiDmqvO1sNYLUJzKJZuvVijoG72h9H/Q5Ez6SMkKEGARjc1WOkcvUKRp+o2owEuK9668WIQpm4cmAEug4/PGe0AGRGIWAskXFgVoScf9vhEnXMyHBzoP23n0tItu51P08rzmSUaMkCDFPqkESARMMtaIbB+MpWRCT+1wBkejkczeap1dzMSJqS9MPr/tgYeGBD4XUANUy9wnNSgZXQJYmlrXzKePoJxpkJI+Ai1shjkd68+JaZZk2Uhzn2xctvrrS/ORkRtafimXIaUNUqYamOSQ2gKpVpqO8JDeXTPM2gNb0pCYCZZmdKkkubx9I43IFKcd3mU0BAZjSktMyPS25PinOPaU/yHvDTWbDsY5wPlq8DMmwJm1QEPzYjJB39mEW6e1gJC02GV6vXBWiyZeaPIEwI5z6avS1+8S6R+V5l7pPyXiBNFzyH2v02TblQ799J67CDJcHlXbWzvd0j3XGbAAg1wINvvFcvrssrmRvwOZzCHX0c0EqBEQ5mDrfNG+nUuglDYnDHB2Rm+mCniYtsCaFFMakvY0QEY555BHBFSStGMAyAlCKjtusTqA0owO2xzNfNwOmLY9/PGQ4vBRWKNj1AD1INj/JE19OrrESUQUeuHTIMp+1uazDVJrGnu9NmdPw2cBJbpaAhTvIaTJwS2SMsqgJll/Sy+ZBq9ak0phdsjZTRvV0XfWM2xJS7Qjis2WNnW0+S0MyPCX4EWTLOi5Nr8/DT6k1UC8WU1Q4Tzxuan013wePFjKAZKfFUGalC9pVCYDRjHrZ0OVR9p/CiZHwIg2xe0TYow0IS5hnWe3TAqn8rTl88VNFcl8CwDccmyV1po0yDc8rTiEE68j4gp/Xxr+yLQstXOb4Yta2Gmkurvhd9XCRvM1a0PWpnKcwWANQucQopjcxVx7eddrP+c4d8HwXlkr4gpIeTib+7fhJd2dSYBDwCOXzyaCBO/XJmnmTLWRJIlYrD8OZMJvm5ap4OSUayq6WtpB188OfuwRJc1cm/l00FgJUhqgLpaxJzVTLZcDcUILd8g2I2ZN2IFfW+llFyFHfQ1QNVBJ8x/HMme/1Unrp6RZjVaWk+GPFoiSIY+iZzDg9IiYwZwtLguZTwJ2SaQgkw69Ib2rNPnpwY7NyqFcX/ty+Jo2WNV+HxoIyTfHfpm6LpmWUndhup7KJZj1eIZp5stu5j6vTeEY5HM1mMiVUVRektYgy2HNS9TKfdufWt99WeJtaYERtWGOFULPrMs0rABNVDVqS/sIIu0k9uZyTZtuD2vltgba6bfcho2B3CnAw5bAvcU8Hi2CzWk2t63IdpE1ccbDmAhjIpzROgt/14SIHiM2eYHusp3xTtcnMfkibKnD2u3D/uZqipVDg81Th3nqmGo+mpN9T7sAil5xFyECoMFk+X2t6e65ZPJMg9SyUqVX7nQiuyPdpXZ/S1e39BSsp0lChbzPGo2A0mXQWPYuJVKEfFYCKJcZuCZfxY02lYksL9Iwg9AN66FAa6DMveMBYgla7AVsdfvWYKPLl3wnDlynqSNy4FZ2/y9bPgGwE9DSIoqQxiTpv7XZT8aR0EGK6kBEcjJiqs+nE0mu0HdcUh7kG2iyxlIkUBE3Lwqot+L5cs1g7bSXmkz93qEBbpJ8ogGI6lqmUQT5NX+iFDYVmvw+NSDJqWNJM6w7R8dlJwf7lsj65kmLF5OYUGlPPAGiBbtMkugESFE5sP+TytOW96nbVL20ph6VhMMhpjVrkyRKTDsASrL4JEDJAL7S/7Tmw+MCq0FK0/r1wHA5aFI0x314UhsUaLYM8X0NkOqBrGaiaaCSBIs18whrUhqkWtoUgRcZ3LibEtuPBn0JOEROYDOfKdfzMJG6EEAmPGLw0fv7khspxPCjgZU6ZGuWT2bFpdCWFy1fXoTWAsisSnmvfXQ1mEmQ0uaXvoDWcuVJHYOitnewWTOKZ+xv/pL6tS4NOW1qtbzTwyELTxJSW6B2YUpb4cj2NcTUonufKelLMzeVP7v9oziXF8afJJR3WXbS6C79Vy1frryWzlsvJxlfRJuEuR3V/qepAiXd3rgs9PrEmN+Hpg41QHGpGZDvikYWHx2878qW7yC6+S4GnwYrucsusASpZeHUDUCClMHJoLWn2fBMg9Ru4UF31zna/wScFIlhaa/nhtsmU/B5YdEwpUNdDuo0M2Y+G/mkbJXms+7hkfaeDfBIkbjJ1xMK+welE/DCWwJE8jXoMpPnAjE/j9+eBi5akEu6oM5TS8hgocvaYBYzcdKtar2Z7P0cpdxjRF9qw4F9PbKc6Vo5aIj1+Y3PU2X+00ft+D6d1P5AquOa3KLT9PX7kCZawoY7ORkhBt9ycTfJrvrk+3I5a18upVt13q7BuyUaZKSxXS56XiMbeZAuvM+C89YGogxUvLUGByeqF+1K87Esk1DeH4Co5wiIuqEU6Y+T06kJQw4e28HPDmF2eS2UqRfstqjneiPDff1PmgVpVJqM2LEGVAeQOnnIYCZf62o21bWcnXTUZos2SElChuyY9bvwdwlSmqah47rNBaRsBqSuvL/OD+lV8jmtcpIDgEyTa6IoTZuZ5OyfgK82k/EApOMmEkGEAHXIoCjXolGHH/P2GTQIpD2hPJYDlaveTg42cgCRwKS1LFeVePvg95ez7dOTLCR39AclSdul4ZLDhGmCBJmXT3rjmnjBsFD77+oybIEUTw7XrQ381CVIxZKuAaneDkVrI2wa13YUmkjxPmwtkNKTnl6EOtIgBbRDrFG7JVvGWv2vtkDvME89pu0AbId6N10CohZQrS3aBZYg1QIeWuAsQYq+04LoA0g9fJFMtLoBRXGgSmNDAs/X6D5sHmCixXKgZsu4FDLn0ZPYyEemPlul2fJcBpw1275BzGTupVCH5y6pf0+0dICtAVK34TKUppTdgw079dPgFkQnZQs9b5Lu4DHlcEgWIXd/8vmFBZgH2Hw25Z8p5XJtfr3rjowfzXub1junSiisJyMcrfrhyOmubplTT7r7+gQ5irZ2MkBZ1JMPSS6qPURLc5me9GkTunwn2U/Y87ckEBC9yZfaXXoeW+dK4NLlQXklzVBOQola3onxoC+aVZ1najMGy0mkfGJrgii1KjJuS/Cd50SWCLNNGpQEHgIiDUZ+JY07+LpIENIgJTeLtCIdqEHqcqCgX5y0t6WQjVFau63oiDJN6hFLp/rS4a6jU6yZNWg2y99jnvfSwOGqNGkWIzaQzFVQuWU/FG8lsSROGPG5LiEiTdTkCQZzA2lJX3dIt8SD2rouexRQ4vLjsiVKfA0bFnpmLP0wnRi+JBjVwETx1WYx3Ml40/KJSwIFl5os24sRZjq2qBmaeHGxT6C6X+rH8jxNgliyV6VGyZudBJD2qgFM7qEk+wxpVdpXVfuk+C30lEHqMAE1aMlpBmtiu8vPiqfVIKX9VDU7VP7Wavs1UYL6cz05lvmVPlePRLn3Ppv5ZgfMpmbuyX2gZMBYaeKTR3LytdevSV+TDBml01oaljb9XQ5bdejOpNdU6HP5cx2/rf6NGVFLV3WtvWiQsvAqrT1zBHhGv0tIkyKAIrq5HJy5I/M+QZTG7DC6n9jMbsdAROeydpVKhjqoXBtD5zC0USw/Dtu0rIt1bYNNTkHllaNR8EQgwGVdisL1yJIGePGnFDqrpg3z3qVdpVFxCBsrrtOaNA9gUdQzD65c2qcHkaBa2dqsXzP+TiOJ5swtgsFfm78kSQRl8IWoEyoXLl8GdfLfSHiQaVKLor/SzyXzehJBgn2U3AsnDNX52ix4ElCtmftkf9c+KKfypcXDLfpiy55RT4nE++fI83F2wNRxpAi9aaEGLbkFh2TzAazlaKCyaINUKxBvS8MCLi9NilRoEvJltM+lRba1aIf6vn4EVuFT1275Lbgp1YOZvH6X2p88NKnxJ7YVQwSRJ+b8fF9AStr2k2eH8ilNCS63ILLLS9E+qZAH+mXZpTswO1CWKqUxFVmXrdYmyTafosTxxnxEK+8wF7DyoJ1z08y4x4Qxmz40w2ut7iRDiwgTklLMzK25kCikv0l/1hMPvUjWYd3XsCakEWrhqdIPTtZMtZTO7X45GBP4lIWvwvdXA1gbpGRfbDPhdhMnEkgNINI4Lzg4xlyMtrq38j0AHZVF7mq9ZPytvb8GtHWJJU8OHM5MCo0iTPhI7zqNPea5S5E0ZsMRywms6HsrigSZ/Kir+uqByBleivQ/aYCijSHXQEprVCfImQYpLfsADA229bm172TfxqZVeB6oQr5nbWyQ9+D3jY33QQUeu4gTCbpiOTf5bGotc8Kw0O8SINA+Q+1wPUCtiUiGETH6UNISl/BkPwZK2TEtX6Yz7ZmeJWfIRJjQq+09HAaMZZYpoWP57OWgwiBFpj7eQVWSKdI5vgKxevDyizqWSwpOI1yu+52rp2DSjLU8V1+/a9Uli8xrq49wCKAapGQkhgE1yaDWrubKXLaLmk6+qDVNSurCUouSJAo5sdFe5rXpY8sqIq+W7UISQVrjk2yf1ENlmibSNOk7s4Pf9mnxLlHJZQgk+q7j9Pmc3gp1JJFBgozWlkpkePGZgEqCF1ADV8rMXnJJgdRJ0iIqkKU3/a6jJUKdm9JZg6MVRXqg0odu/m0iBQ1sckYFJBo5za5c1quYD9Tla2kwiqDNA8ksR2fT8l82n9E+Q3ReTXmljkp+LC5HCiZb72MF1NtSyE7J4VDrIYEXlS5brC8gSJqkL+8uByMqG2nq4wF6aQZrzfylBtVhzuCUTIBksuoxwYLZW8thkQcrmX8q59MSHE4mP61pwZx3TmMW29q9TnobypecbNFni5b5VAZYrUGKzu0F6GsmnJxIrIOU9vikvxOGUmvkaRwxFZCidNLA9fV0z5bovqtBSgKUPCdd66v2SOsKddvYNbmgOg4xHd47wLt64a7UpOi7XKzrxV/yQcXqYW1tp6U9yU0gBzBQ9WBgkgQKytbl4JNixXc/kdqF9IsY0Wyk1Z8H0drnQBpsHf6o5beSLl3WpFpAJSkOZLbjfLJPJvmh6J3Ylu1BRAa5zsaATBb8Vgx4BCjJH6HLkb1dVHLIb6dL3YBjGNCeQxSeiaZLRtxR/qWJgzTtkAmRtJCU87kAlQSpAFvWS2mQ4lLlUpbOfapjObDSQNmVoY0+a39DPZyxiZVhkcqL888lFMDElZbsA2jckmtmZmtZANWfPJe0u33MhtLnyK2B6q4Gam0ype9kMm1tYyHPteAtLGRfkr5kehOtSXlQ3JBJ0GA69PlfSku/Us0yM5R0uQ4pwsvcHGFku0351zvr1iBGfZ7KkbiyVB8tNi6DEZdASmeeoIfNG0umLUvgTQ1C2hclF+fK84Cabm4Xr8PpmtXXAqRBpPXiPCvuYcSzT5AzDVI0j9KpS1mWuBxE2iQI6Qjn5iJZOPXRBqmaEM2aVUuTaA1YPNzX7D6KUWfE+2s2XsiDu3w7Ajt+NsVia5cTx8mT910f1CQVfX2grQe5urzrcmDzomQ1LUGqBV5sMuVaktoA1VtfQGosDL5BUM9p8KQBWNKJpemH6qJtnoq570dwBMWaxMNn7mIC1o59eW5s1JVMSxPmelomwapF7GhZHuo7L4GqBvq5AVZb2je28geShtqh9lNxH/HV2+k2wWa+5AUbMeRnJmDqMeb1dHOZ2EzokWg+fD21Q9Jw6vKRE1vSmGuAIsuInPBqshY7Hpai2ZrLyaaw03iXtyjJICXXOkn/kwSpWaUBtSalmxGltUBKmvi0NqVNgNondTmAFFWVlLYPYvdaHdYZatKBFDmLpOFesrnIr6RnTxKYOH2d8aeF/Uc2gxTdI92V5s6tQY1NYTavKGJ/FN8z6SpUTq2tA6mb1WXqq3QJ8gQOrfxIRpg0G0mTaR21QPoG1n0QfTbl7OOT4rvV5rpBrIVqr5kid7usU/lGtQmRhIb12v9wMcLrgTQgtVosvdVyklGTxvkey3rW/cGCNV42bcaqNqyoW73p3xGOC1BtMjBJkJJaly5TQPosl8QJ1nktRmzQY6pqcURf6mYWdZaIR0zEaZmP6TntMmkRo1pEobW6onSuX7Y7cJ3VEzShSc2uBii5/mmfdVFaPJbIQE1Xa1ESiPr8ndLkby3ixLhSEErONEi1pDUw1rJcYEpmORK7GOrqQZWe40CLNzXzh9aHrDlWxwxo/GxNpqA3Y4ephLglcQIARgzV3G3IrYBmg7S9eQ186Q2oY+4uOY7pRhqZBnQGU/KnyagFy3IiM5tMl+VR39fke3biLCoTXk4pyynlqQ0JPIngAasXs3/5fn0ZUHkAbR22tAnsLFN6tvYprZd97X+Sg2f6zjNtDc66NVNaLOW5Xu9klpT9yok8Up2yqY8/s+9pwgZbHOG4ANUm7XyEHiPO4ULRrDoBaEsvo57u1xEY6KwJPbYYi1exvit5GhNMkoY8YUAHDy9Mx7J9UbtvCQXI5fKQPijWBClNtuWWEGlItiqZVrx20cHPDtG7FKePyBHzynGMWqMiWYssoaVbOTZIgEQgJRl+0hSoiROXg09Kzr4vRsh8oGnoa34C02iArjEsSuLAcpbtq2vKLDECLizzUhq2sfDWFnghMsUsqpA9WuyVIC1DmvzoPSnG35pQ7vSsOw1qUTylLiP6tKZNsRaq2WEE/LGqE84faQHTogTXNCzpbJYMO+03aPlT2ASol4RKBlcNcuyvZDIO5YTKYl9gWopeF6UjEey3TqqlSbUtEFIbpD2O3GICUb/hMvTUoMqzFxrUEY5xDsc5jaj+20Sm8BNc8LAhwPkg9yMs4l166tR38NbB2wRSiRAxCZAacCwmJQQecvJIZAqDiLT9R4+0GCJBxC4w11YRYGmevHjhNy2jR3QIIZn7ygJeAiMCKr0lhzT3BdTEifVHY5Ft0qakliRNehswu4/8UgWkIjfjcT8+wZkGKd0oTivkzNaRINhkVy/O5EgC8lyeF7kqrWYmUcfVexXZ6OFCgIkRJgTYGBeNJloDawJssAg2pM8mLACK/A2mfK/XFsl38VWe2mVYe9w45+RzIs2K/AW1s9fArXRRLvel+TOBfCr7FsAxUM2ilPVsuk4DOJQMv0NN2jCI0Nt3tIgT9fuytkzlKn2c5Eckf1TINaP3BzpJqPzbv8nNAbnphFJOsuaXRBJAkilqIS2K7sexudmPKe8uNdNal5UTgLmA0QZbbLBFnzWtASOGOGEII/p5wjAFWB9hQoTxgGnMR50BYCO6YYLvPLw16Lo57aRrZvQZ/uq+Kfs5m8rJEySpPQFRXEFlnMqb2nFd8ky1aBEiWqL9vsuYKhbSbBtgc9Rzl5l9ytQnD23yk1TzlrlvnygT9Lot8oTUpgo4xZwW8rURsBEY9lOlLgGQWhIn1ppFq9HUXXZJnpDgVLua5d+gro+qwy47sgSoNFP0qe7CEqSCNYgGsDbtOGtc9kOJcUs+OcKgg4XPA8Oc7ezSTFcfdf61tOgiVJI8+GpAW7b2FkGl9vFollRbS66nFdoH1dKklv4Xain0rARSdSQJBii5WbfUngNIK9RtgO7f9m+2/Z5rchKRIlT1UrfQunZ1ACPmmrX6TR0Zh6Y+kqCxJBbRcF6XUSqnOpIH+6ISYI3YxC36MGGYJ/Rbj24LBic5yAqxBkAHxDmicx6+A7rBww0BznlMxsMazmEE7dtWk3M06YjymLbgdBmiqewYhGoCVlwpSVmXup70yKKDgsnpsrgmGoRg0wJeIk3IqBH6CGByhE6TVbwmMhZfK+qEBKnKzBfz7zGDVISxAbABsZ92PJDlTIPUGnFiFy+qpXnJdAlM/Ht9nhPnUpOzkIweXqRazyzz8B3zLFMAlPURbm63E+cjggWizZvXdRaxT6uhjHhB6XhNWlQyd1iETJxgfxTnNYrPMu+1ji+d6jTYm9Lq2Xd2ko4gwUlrm70ACemDaJVJy6m9pknxQL0U8hXUJtl6UWYqvzTI1u8stT+qAanXUIBgKrt1Qs7DFXpqC4yhnixrmn07y8W8ybBMpK6T31TCpfb3dRn0W7TzDbbYxG3SoKYZm2MPtwUMRUogbYAGWH5gerkOMCNgHGA7oJsiunmEPRdgu5xTw6QeutTk8prR5VbMpSRjJDLhIZk8W2PIegtjkVovfaa6knAuRVoAqIUSSPnZInq7Dkz6wEraLpFKXiu6ROszESqGyCa+zgPOw3Ye1oYEVMOEfWDqTINUS/b1UbXOYx8XmYGWdHF5rjTtyeulGan2XwnzR/DJzu4DXIiwM+B8bg96huOSWSMassEHDHFCcB7WBRgTgLxVRY+xdIAUPMnnwab+zj6ptlltX9nF5DuN1L6pGgBagzsvXm45z7m0AYi0tnbHdcTPlD6UeqDVpAndRnb7M6Vfw4hrHwnRg9wu4GZAq31aqRw4kggBldwEc5cwEUib+RK9XGpP1RFGbLYThuMAe5wBaotlEFTkvwRQ6aUqJpmZADcDR3GGGzy6fobpY6kZSZSilka/UBmS55fO1yInA/vUHxEfTnOe1KC059ZH4Y/Spr2Wr0n+ptNTJpbfNSCR5IlBSd+A10NJgoQD0HtgmGGdh+s8nPNJmzKA3VwGIPVIdHA58+XBijUiKbYBPDRHpuGAu748T3TamAFqzppUmmDAesCQQzPWc9roAVjAGKCbAecA3wXMfUQ0BtEaGIx5ULHo8yJEAo8EXKxFaeOYzPsukR3T5jk2reHypWMTzf1kBqWDAm41sMlJQ6vmGCBTD1sz90mtQZMWapCqwVEHQ5XlRkYamZ7uV2tSNPPmd00LR9OzeE6e7tmfWAecz/qofRonb4bICyckkUN/RykXmqCRuXgfWb4lTwAItMrmkuOIfhthSYN6CBxzTi5GBdogNYJNTHMyEToAdo5wwwwTLwBDukybi2UbkZOuAG6vVJ7UxunzxYgse7o3+ZRp0kAak/alBnCbRjSZNIFliCEdWUITJ1oMv5Ni6mkQgvpeESeyea/zBaCGzQgYJPOrjcB2v/I70yDVio58+nuwJZiNWmw5lqYdOaOqna/s17CIpcnTeZqx5nxYAlS2EZvGmFy0KwNEmwdWAwQb4bI3OXbIJIn0RDkoJA8Vv5O2vnMZtrUAaepjx7xVmoMRw+6aD4jKTq8nk4tjlzsArdVxhAHtrsVlnXxxDAQUTz2BlF0M3rIOeUGxNO2xX4oJMrI9cL6WmhTBOJuOYvXslkh24JroJbaprNk7BtQmJO0hIr8IXafrip7PGpcpJaed+u33Tw1Z1rEE/LKPV5zQzxP6SQBUa2vzll+KCp7ASfpaDGBy5ARnInrn4bsR3jh4UxPbU0QKSktmyaQ3h5J/Iga18rsmARQdpq4tyTal+2nvHl1fe/wycEULH9IiXsBwnnf5o4CldkVpVLEnuUlpYqDNf5ResfwCTD/DdDNc59H3E5zzyZ9uIoyJaca9h5xpkKJBZN2pvFuYw1OzvaRjdUkZ2BV1YnmuXPRrYoCNiclXAVRIx6ITAuTyoReGoUbhM7Mpt8BgLZyZ4UzaQr4mSLTfreXob7VUTZig11oSKZYU6bVyly7jmpIvTX7s19AkBLpDItQnIKDwNpRmyrDjxPlh8W41YBJIMcjX/jp+b7vSFphgkELerNP012XtnLUylaWja7f1eY0Mo5/DXMQ2xUiCr76zdvtryKQJSTd5uCmZ6aAPvSiV3KBMr1sO0hFl8DQGsBboXETXz+nAjBkOLhOKOvDiXgJQag+xtCqOvUglfdK4QyOLnN7F8tLLvqMpGLq3lp4cM3HC2yUZQpaBLJOwctB5NcGwFqm1nsT0s5ko4QJMl31QLsD16a91HsbkMnSXBUhRtIWLv57BSK5tYcK15FZJh7BsOtS85Ex6eW6Ei4kogQjYIACq1cBI5ExHNBQjkqMN8CHAORponRjsff0OZVYrSRKyPNsiZ+jL9NOs+6HyaTnZa2DSPippRqMOy0bNZPRL4XSXm0PSnamOySgn670V3saKOpbaqPxd17Mpz0jfWtrVPkDVktqYqKWm+MipVir5JftPOvP1c1jSNiNJM4hoUZOkBYE1dtnG2FdVJiMx/d5PMREfCIy0JiWjdgPcR6gTdKgHXYO0cDUPpMYlE3nfecxdIhM5UxOauI1JHcshQMIElSSDthZdjkTX4MnR8jpdT7L85ZOrKWdm96WyMOvgo0kS+jxKO8ldJkGKyl2aW+VhkUgSzsO5xLIkgHI2aVKUs33kTIMUQM7nh3uP2nkuAakOgbMc0HWcNrtybuX/8fm3IPxQayAF1A1MuB8MEgXXzkjrQlzq+MH4PFDXjn0JUEs5/aAZ8iyR9knax0bvVLnU5cSkE71+Sp/rILfA4DA2y+4uF9Syk7z1ri3SBhMi2HdHmp0WOemh51LrtNg/usTFSsv8Jn0Y0uimTbK6F7XK5+Ing6wty7dx8JnZigREcisJDVS7QIomcnKA7vK9aFC1wNAB4yag76ZSVmMmHEnvZcq/3D0gjTJUJuRDakvNoE3ltttHGFRrW7tnOT9kLUpqUK0xQ09294zwsCoyorlOUwSLBEoBjnxSGaCckWbyywCk2LG+dIjvKzr440nCgFbb5JadOhZTQqmUGOF8ZgLOgKEplF5sV4919cP59olMkdmdYQ4FqAKWTD4NnC2ywr4lQASAixu2aPFs/Z3SiHTC2463QSrlYanJJUCq95uiAdpg93RGalDyfnqSojW8XREYSEiLffhTqt0Sc/2cxCZjv1T7PBpoWcsy5Zd9RNaxQWy2NxcTgchon1NrSwndR0hmMLsPYFPfFgxg4h7W5wHTJLOeCDKk+sLFQvLJwgb4Vtmb6k201pXSGmNdQF1u6eQloYLO3be7k1lPp8mwSEad2zGF0JgI5yQ5i60n+466ZxqkeK3DMh4fQON9G7zk+bXjm+eY67I07+nv0sRbnReTLwrAkmouASqq38gWTNfKmaNoRGx2YiMP30KXU90FmChysgd1zSm8j9BzWmYwPZvVfiEtsbQAKjabi+RimFfsFSAAMov09n3Xnkemxov1m/4g5SRTbdLGI4wqhX3yI0lHpmrUop5jIhHB5wlby/nfIk4Qu092skm8IDH9xPnGA9EnK4aNTKVhclFt2ncIhR5NeTmJMXkaobJf6z08BNRGyPI7mfuA3ZoUaVsyPajvDzdbkkxhAJAW5TxMNu9ZK4k0lPPLQJMi0YOxlF3NQHcz6U9iq76+Jq5+10SE6ryYj/yqZk0RkQC1dBSkBtEAMxsAExK1M9l82TNRA0J7QfPyJTiHLLWjt7XAs+WEb4ku46Urv/YDyd/1uyXgTSNWYtJqbhr544J48lKko1+Of0svTktOGm7YXf5Iy74AGBc5Y2mz+1q0D2pymkizrPcWJWNJMgG3ZwIp+Vcfgr1X3dg2ztMMt5j8wDYuiS7cV5Z0hXSczlLT8kUuz9lXFMkiEydKyBluYsub69/k532NIZI4sev30mHyGJT/0mFFLtZ74VIuCZBaEzIfXfy1dUFq/5M8lz+3tQsCKUTumGat8exqdPI7sQLzXxv4fVsDPOdLDzHromfNJ5Ek9r9zXb5WFQC5/VmD4lm4fBahtt5ukSBUasYmf/Jwi+G3Pq8exBjo9zDriZtGurGQXROEVrtZetj07/sRV+i8tdm7bOkG64NsPcTwhGVfnVpr0KW8JFBpQNLfZf9gc0ptfWgBHBL5jPqiNXW7kkdKY+A6rV4e8PAXuK9JDAYxCIC6qJtgacXZJSc1MYNcuCrZIEWYAI07tTKwj5xJkIp5oD++f7/YT/tIy6FPrmYAYi8h9pWklfTp7wiPER49Qg70n84fENEjogsR/RzQTSn8UTcJ0oRerKjNgCSS6kkOzA6IAzD3wLiJ2A4Rkw2YMGOLDhfgcZyPC5gxwuEhTNhii2MYbGHK3y0MRgRM8BgRMMJjAm0mSIR6tg1QGaUgnMn7TT4hgxERIyy2CJgQ8veIEQZTfgrvjxryszpQZIeAATO2qAO31i7rmJ+cDHMMx8nGkZZj8maIPPx4SOe3JM7IwLfkFVhS4sksSRR61ghtiLAxPWW2DjD0lunwiBiR9hmeEDDndpNKY8xcAYMJwAV0OM7BrWZETACOYXPpUanS7uAWU17fQ2Fyp+KboxC5Y8kVwPpDKpElGUDmO8KXvwMmREwwmGCxRcysB5tbErBFhxEu5yRiQsw2O7nn7TxHxAeB7gHAXEBawHsBiZn3UD6oXxDrj/pHBM/gXT5PLOYt5i7P36MH/AwcjwHbPuCCDdhixoPw2MJjixlbOGwx4wKmnEPkuor5VerWsEvWQErCIXk8p9wGUnuImSsScslFoRBGxG1EvDAD35+B7w3Ag4bLi8qPtu2QRBRJQJFmP6p4ilpOZStIJyWr2i9OEwQPwMd8jIjjiNjPiMOM0E/o3IiYe2gxzt//QLpN3A1WJp50xmNQvvWtb+H6669/tF/jIAc5yEEO8jDlm9/8Jp761Keu/n4mQSqEgC9/+cv4yZ/8SXzzm9/E4x//+Ef7lf7P5P7778f1119/WeX7cswzcHnm+3LMM3B55jvGiAceeADXXXcdrF3XSs+kuc9ai6c85SkAgMc//vGXTaVKuRzzfTnmGbg883055hm4/PJ91VVXnXjOD3Z14UEOcpCDHOQgD0MOIHWQgxzkIAd5zMqZBanNZoM3v/nN2Gw2j/ar/J/K5ZjvyzHPwOWZ78sxz8Dlm+995EwSJw5ykIMc5CCXh5xZTeogBznIQQ5y6csBpA5ykIMc5CCPWTmA1EEOcpCDHOQxKweQOshBDnKQgzxm5UyC1Lvf/W7ceOONODo6wjOe8Qz8+7//+6P9So+ovOUtb4Expjquvfba8nuMEW95y1tw3XXX4dy5c3jhC1+IL37xi4/iG59ePvWpT+FXfuVXcN1118EYg3/+53+uft8nj9vtFrfccgue9KQn4YorrsCv/uqv4lvf+tb/YS5OLyfl+1WvetWi7n/2Z3+2Oues5futb30rnvWsZ+HKK6/ENddcg1//9V/Hl7/85eqcS7G+98n3pVjfj7ScOZD6wAc+gNe97nV405vehLvuugs/93M/h5e85CX4xje+8Wi/2iMqP/VTP4V77rmnHHfffXf57e1vfzve8Y534F3vehc+97nP4dprr8Uv/dIv4YEHHngU3/h08uCDD+LpT3863vWudzV/3yePr3vd6/ChD30I73//+/HpT38a3//+9/HSl74U3v9gok8/EnJSvgHgxS9+cVX3//Zv/1b9ftbyfccdd+A1r3kNPvvZz+K2227DPM+4+eab8eCDD5ZzLsX63iffwKVX34+4xDMmP/MzPxNf/epXV2k/8RM/Ef/gD/7gUXqjR17e/OY3x6c//enN30II8dprr41ve9vbStrx8XG86qqr4l//9V//H73hIysA4oc+9KHyfZ88fve7341938f3v//95Zz/+Z//idba+NGPfvT/7N0fjuh8xxjjK1/5yvhrv/Zrq9dcCvm+7777IoB4xx13xBgvn/rW+Y7x8qjvhytnSpMaxxF33nknbr755ir95ptvxmc+85lH6a1+MPKVr3wF1113HW688Ub89m//Nr761a8CAL72ta/h3nvvrcpgs9ngBS94wSVTBvvk8c4778Q0TdU51113HW666aYzXw633347rrnmGvzYj/0Yfu/3fg/33Xdf+e1SyPf3vvc9AMDVV18N4PKpb51vkku9vh+unCmQ+t///V947/HkJz+5Sn/yk5+Me++991F6q0denv3sZ+N973sfPvaxj+Fv/uZvcO+99+K5z30uvv3tb5d8XsplsE8e7733XgzDgCc84Qmr55xFeclLXoJ/+Id/wCc+8Qn8+Z//OT73uc/hRS96EbbbLYCzn+8YI17/+tfjec97Hm666SYAl0d9t/INXPr1/UjImYyCbky9/WOMcZF2luUlL3lJ+fy0pz0Nz3nOc/CjP/qjeO9731ucqpd6GQAXl8ezXg6veMUryuebbroJz3zmM3HDDTfgIx/5CF72spetXndW8v3a174Wn//85/HpT3968dulXN9r+b7U6/uRkDOlST3pSU+Cc24xg7jvvvsWs7BLSa644go87WlPw1e+8pXC8ruUy2CfPF577bUYxxHf+c53Vs+5FOT8+fO44YYb8JWvfAXA2c73Lbfcgg9/+MP45Cc/WW1yd6nX91q+W3Ip1fcjJWcKpIZhwDOe8QzcdtttVfptt92G5z73uY/SW/3gZbvd4j//8z9x/vx53Hjjjbj22murMhjHEXfcccclUwb75PEZz3gG+r6vzrnnnnvwhS984ZIpBwD49re/jW9+85s4f/48gLOZ7xgjXvva1+KDH/wgPvGJT+DGG2+sfr9U6/ukfLfkUqjvR1weHb7Gxcv73//+2Pd9fM973hO/9KUvxde97nXxiiuuiF//+tcf7Vd7xOQNb3hDvP322+NXv/rV+NnPfja+9KUvjVdeeWXJ49ve9rZ41VVXxQ9+8IPx7rvvjr/zO78Tz58/H++///5H+c33lwceeCDedddd8a677ooA4jve8Y541113xf/+7/+OMe6Xx1e/+tXxqU99avz4xz8e/+M//iO+6EUvik9/+tPjPM+PVrZOlF35fuCBB+Ib3vCG+JnPfCZ+7Wtfi5/85Cfjc57znPiUpzzlTOf793//9+NVV10Vb7/99njPPfeU46GHHirnXIr1fVK+L9X6fqTlzIFUjDH+5V/+ZbzhhhviMAzxp3/6pytK56Ugr3jFK+L58+dj3/fxuuuuiy972cviF7/4xfJ7CCG++c1vjtdee23cbDbx+c9/frz77rsfxTc+vXzyk5+MABbHK1/5yhjjfnm8cOFCfO1rXxuvvvrqeO7cufjSl740fuMb33gUcrO/7Mr3Qw89FG+++eb4wz/8w7Hv+/gjP/Ij8ZWvfOUiT2ct3638Aoi33nprOedSrO+T8n2p1vcjLYetOg5ykIMc5CCPWTlTPqmDHOQgBznI5SUHkDrIQQ5ykIM8ZuUAUgc5yEEOcpDHrBxA6iAHOchBDvKYlQNIHeQgBznIQR6zcgCpgxzkIAc5yGNWDiB1kIMc5CAHeczKAaQOcpCDHOQgj1k5gNRBDnKQgxzkMSsHkDrIQQ5ykIM8ZuUAUgc5yEEOcpDHrBxA6iAHOchBDvKYlf8f3ro6qd8QE34AAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(rgb)"
]
},
{
"cell_type": "markdown",
"id": "4f63df35",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Nearest-neighbour lookup\n",
"\n",
"Fortunately, we know the colourmap."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "9040256d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[0. , 0. , 0.5 ],\n",
" [0. , 0. , 0.51782531],\n",
" [0. , 0. , 0.53565062],\n",
" [0. , 0. , 0.55347594],\n",
" [0. , 0. , 0.57130125]])"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"clut = cmap(np.linspace(0, 1, 256))[..., :3]\n",
"clut[:5]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "e7eb5252",
"metadata": {},
"outputs": [],
"source": [
"from scipy.spatial import cKDTree\n",
"\n",
"kdtree = cKDTree(clut)\n",
"dist, ix = kdtree.query(rgb)\n",
"rec = ix / ix.max()"
]
},
{
"cell_type": "markdown",
"id": "714d5f0f",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Recovered data and difference"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "0bea384b",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f378047b250>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x375 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (ax0, ax1, ax2) = plt.subplots(ncols=3, figsize=(16, 3.75))\n",
"im0 = ax0.imshow(arr, cmap='gray')\n",
"plt.colorbar(im0)\n",
"im1 = ax1.imshow(rec, cmap='gray')\n",
"plt.colorbar(im1)\n",
"im2 = ax2.imshow(rec - arr)\n",
"plt.colorbar(im2)"
]
},
{
"cell_type": "markdown",
"id": "8f5a4fe5",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## But...\n",
"\n",
"That's not really an image, and we knew the colourmap."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "71a77848",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 300x300 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(frameon=False)\n",
"fig.set_size_inches(3, 3)\n",
"ax = plt.Axes(fig, [0., 0., 1., 1.])\n",
"ax.set_axis_off()\n",
"fig.add_axes(ax)\n",
"\n",
"ax.imshow(arr, cmap='jet')\n",
"\n",
"plt.savefig('test.jpg')\n",
"plt.savefig('test.png')"
]
},
{
"cell_type": "markdown",
"id": "cd68d22f",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## JPEG colours"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "9ace144a",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"data": {
"text/plain": [
"(18494, 3)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from PIL import Image\n",
"\n",
"img = Image.open('test.jpg')\n",
"ima = np.asarray(img)[..., :3] / 255\n",
"ima1d = ima.reshape(-1, 3)\n",
"\n",
"np.unique(ima1d, axis=0).shape"
]
},
{
"cell_type": "markdown",
"id": "b1fb91e1",
"metadata": {},
"source": [
"### Damn."
]
},
{
"cell_type": "markdown",
"id": "c35057b9",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Quantization\n",
"\n",
"In practice, we need to **quantize** the image."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "12ffca10",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([[0.20245322, 0.99837049, 0.75596741],\n",
" [0.91697238, 0.98743411, 0.08344929],\n",
" [0.00343809, 0.69043782, 0.99511147],\n",
" [0.62283125, 0.99643494, 0.34682115],\n",
" [0.99468851, 0.45098039, 0.00769422]])"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from sklearn.cluster import KMeans\n",
"\n",
"clu = KMeans(n_clusters=128)\n",
"clu.fit(ima1d[::5])\n",
"centroids = np.clip(clu.cluster_centers_, 0, 1)\n",
"centroids[:5]"
]
},
{
"cell_type": "markdown",
"id": "90d71cf4",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## The centroids are the colourmap\n",
"\n",
"...sort of."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "e52c6d14",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 100x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(1, 5))\n",
"extent = [0, 1, 1, 0]\n",
"plt.imshow(centroids.reshape(-1, 1, 3), aspect='auto', extent=extent)\n",
"plt.tick_params(axis='x', bottom=False, labelbottom=False)"
]
},
{
"cell_type": "markdown",
"id": "a05addb4",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## The quantized image\n",
"\n",
"The information we need to sort is here."
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "ca62ebc0",
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([[49, 49, 49, ..., 98, 98, 98],\n",
" [49, 49, 49, ..., 98, 98, 98],\n",
" [49, 49, 49, ..., 98, 98, 15],\n",
" ...,\n",
" [74, 74, 74, ..., 81, 17, 17],\n",
" [74, 74, 74, ..., 81, 17, 61],\n",
" [74, 74, 74, ..., 17, 17, 61]], dtype=int32)"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"idx = clu.predict(ima1d).reshape(300, 300)\n",
"idx"
]
},
{
"cell_type": "markdown",
"id": "53199d12",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Build a transition matrix"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "8b940c6b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f37756e6e60>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from skimage.feature import graycomatrix\n",
"\n",
"glcm = graycomatrix(idx, distances=[1], levels=256,\n",
" angles=[0, np.pi/4, np.pi/2, 3*np.pi/4],\n",
" symmetric=True)\n",
"\n",
"glcm = np.sum(np.squeeze(glcm), axis=-1)\n",
"\n",
"plt.imshow(glcm[:40, :40])"
]
},
{
"cell_type": "markdown",
"id": "6703a506",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## The ordering problem\n",
"\n",
"Create a graph, prune it, find the longest shortest path (the diametral path)."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "e9eaa506",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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oRdapxcU4jlP/MTXGkM1m6ejoYH5+nu7ublKpVItbKSIiop1yRNat6elpoN5TCfVAGYvFKJfLRCIRtm3b1srmiYiINKiHUmQdKpVKVKvVRu8k1OdMplIpyuUyw8PDTY+JiIi0kt6RRNah73xnmle9Ks1Tn5bh138jzYEDLr29vczMzNDb20symWx1E0VERBqMXVw+KiLrwuHDVR78kCmKRUMQGFzXEo/Dpz5ZZMcO2L17t3onRURkXdG7ksg6865/mm+ESYAgMJTLho98xGFoaEhhUkRE1h29M4msI9ZaTp4ssqSOOQDGWPwgSSKRaE3DREREzkGBUmQdKRQKPPhBVXy/OVH6vuGGJ2Ra1CoREZFzU6AUWUdmZmZ40pOqvOQlpabzr3xljBe9SL2TIiKyPmlRjsg6UavVuOeeexrHo6MRDh+Bhzy4i8c9rreFLRMRETk3BUqRdWJycrKxdzeA67rEYjF27dqFOXNSpYiIyDqiIW+RdcBay8zMTOPYGIO1luHhYYVJERFZ9xQoRdaBXC5HEASNY2st/f39RKPRFrZKRETk/ChQiqwDS3snAdra2ujs7GxRa0RERO4fBUqRFqtUKhQKhaZzQ0NDGuoWEZENQ4FSpMVmZ2ebjoeGhohEIi1qjYiIyP2nQCnSQvl8wI9/nKVYrPdGJhIJOjo6WtsoERGR+0mBUqRF3vOeGj29RZ7xs0M85rE7+Mh/pBkZGdFQt4iIbDiqQynSAt/4RsATbihR//E7HSC/+IU4T36y17qGiYiIPADqoRRpgc993sd1YWmYjETgs58LznqPiIjIeqVAKdICngdnDg5YWz8vIiKy0ShQirTAc5/jYAwYUw+Vi9MmX/gCJUoREdl4FChFWmD79gXe8fcn2dZXH+IeGDB84uNxrr3WbXHLRERE7j8tyhFZY9Za7rrrLsIwBGDfvivwPH22ExGRjUvvYiJrLJ/PN8JkV1eXwqSIiGx4eicTWWMTExONf/f397ewJSIiIheGAqXIGqrValSrVQDa2tpwHP0IiojIxqd3M5E1ND4+3vi3eidFRGSzUKAUWSPWWgqFAgCxWIx4PN7iFomIiFwYCpQiF9lNN1mGhkOisZDnPnc3d98do6+vr9XNEhERuWBUNkjkIvrCFyxPf4bFmPpOOK5rSSZDfvoTl6EhfZ4TEZHNQe9oIhfR+95ncZx6mAQIAkMu5/DZz5pz3ygiIrKBKFCKXETlyukwucgYqNZa0x4REZGLQYFS5CJ6xtNNU6A0xuK6hhue0Lo2iYiIXGgKlCIX0cteBi9/2WzjOB6HD3/IcMUVGvIWEZHNQ4tyRC6icrnMgQMHmJtzWViI8fjH76StTZ/jRERkc/Fa3QCRzezYsWMAdHYG7NuXVpgUEZFNSe9uIhdJpVKhVCo1jjs7O1vYGhERkYtHPZQiF9jECct7/h0OHy6y75IMNz4xS0dHO56nHzcREdmc9A4ncgEdOmx5xOMs8wsWY9L4fjvf/9Es//oPiVY3TURE5KLRkLfIBfR7f2yZX6gXMPf9+o/XRz7exU/uUqAUEZHNS4FS5ALafy8EwfLzBw+pTJCIiGxeCpQiF9Ce3fX9us+0a6QFjREREVkjCpQiF9Cb/qhKMhHiOhbPqwfLl74Yrnt4ixsmIiJyEamwucgFdO+993L4SMDHPtnJQtbliY9P8/KXRjFGQ94iIrJ5KVCKXCClUomDBw82jj3PY9++fS1skYiIyNrQkLfIBXLkyJGm497e3ha1REREZG0pUIpcALlcDt/3m85pZxwREdkqVNhc5AI4cmSMr96c5sRUkm09RX72xhDH0ec1ERHZGjSHUmSVZmbmed6vGr5+SxrHsYSh4ak3hHz6gy6uq8U4IiKy+akLRWSV3vnuAl+/pQ2AMKwHyC9+zeFfP9DKVomIiKwdBUqRVZiammL/aBTvjMkjngd33KXOfxER2RoUKEUeIGstJ0+epLfLJwybHwsDGNim4W4REdkaFChFHqBjx44B8PxnLbCtp4brWMDiuTA4AK98aUubJyIisma0KEfkAfB9n7vvvhsAYwwzcw7v++ggk9Npdu+EP/ptQ1+veihFRGRrUKAUeQBGR0cpFouNY8dx2Ldvn0oFiYjIlqQ6lCL3w5Fxy6GjVUxYobvj9Pndu3crTIqIyJald0CR82Ct5XVvtux+DDzxRVGe9JLL+Ojn6zvhdHd3E4/HW9xCERGR1lGgFDkP7/0o/N27Tx+HoeGt7xzgpwfSDAwMtK5hIiIi64ACpch5+Oq3OLWK+zTjwL1Hh1rUIhERkfVDgVLkPCQTwJmLti2k29xWNEdERGRdUaAUOQ+//Fwfa8Ex9V5K17Fk0obnPaPFDRMREVkHFChFzsNgzzj/+GdH2L2jQjoV8PCr4Rsfg0HthiMiIqI6lCL3pVgsMjo62jgeGBigu7u7hS0SERFZX9RDKXIO1lqOHj3aOI7H4wqTIiIiZ1CgFDmHubk5fN9vHO/cubN1jREREVmnFChFziIMQ44fP944HhoawvO0uZSIiMiZ9O4ocoZazfIPH4bv3lYknejjF54yy3C/R2dnZ6ubJiIisi5pUY7IEkFgecYr4cu3WBzHgjV0pH1++DGP7QPq0BcREVmJ3iFFlvjU1+BL3wZrDUHgEISG+bzH//0XlQcSERE5GwVKkSWOTIAxzZ32QWA4cvwsN4iIiIgCpchSe3fUeyeXcl24dGdr2iMiIrIRKFCKLHHtZZM89VHzAHiuxXFgZAD++Dda2y4REZH1TItyRE7xfZ+7776bMITPf7udueIw/b3wKz8P7WnNoRQRETkbBUqRUw4ePEipVAJgZGSEdDrd4haJiIhsDBryFgEKhUIjTMZiMYVJERGR+0GFzWXLqvmWm38M83lIMs5QT/38yMhIS9slIiKy0ShQypaUzVue8pvwvZ/Ujz33Et78q8d40VMN0Wi0tY0TERHZYDTkLVvS7/09/OCu08d+AH/8niGqDLSuUSIiIhuUAqVsSd/8EQTh0jMGPzDcflA/EiIiIveX3j1lS+pqX74jDkBHWwsaIyIissEpUMqW9Pu/XN8Rx1APlY5jue4qePRDWtwwERGRDUh1KGVLOn78OJ/4WpX3fq6HXCnCEx4e5S9eC5k2FTAXERG5vxQoZcupVqvs37+/cbx3717i8XgLWyQiIrKxachbthRrLaOjo43jjo4OhUkREZFVUqCULWVubg7f9xvH27Zta2FrRERENgcVNpctwVrLiRmfE8eOE3Hr5/r6+ohEIq1tmIiIyCagHkrZ9P7nx5aB58LQ8z2ue/0VvPe/uzHG0NPT0+qmiYiIbApalCOb2uETlit/BSpVS2hPr+B+128VeMWzVHRSRETkQlAPpWxqX7wVSpXmMGmwfP77qRa2SkREZHNRoJStx4BRuUkREZELRoFSNrVHXZYlHrU4S7ZZtNbw/Me3rk0iIiKbjQKlbFq+7+PUxvnHVx6hO10vFRSLWP76lfDCG9RFKSIicqFoUY5sWocPHyafzwNgLeBluOLS7biuwqSIiMiFpDqUsiktLCw0wiTU50xetndAYVJEROQi0JC3bDq+7zM+Pt50rrOzU0XMRURELhIFStl0jh07xpkzOQYGBlrUGhERkc1PQ96yqWSzWT7zPcvX7x7AcyxPv3qBJz4siePos5OIiMjFokU5smn4vs8fv2eK//fpbbhO/X9ra+Gj/8fw7EcqUIqIiFwsCpSyafx0/1Ee8rtDBGHzrjjbOg3H369AKSIicrHoXVY2hWw2y+HjpaYwCWAxnJiDINDnJhERkYtFgVJapmYtrxuv0Hl7kcztRV58pEL2AQS/IAgYGxujr90n6oXA6edwDOzsQ+WCRERELiIFSmmZ1x+r8vbpgIUQ8iF8ZC7gRYcr9/t5xsfHsdaSiMKfPmcCY8BzLK4DEQ/e89sKkyIiIheT5lBKS1hrSd1eorzC/30TVybYFjm/EJjNZjl69GjTuTvGEtwzuwvPMzzvUbBvuwKliIjIxaSyQbLmCoUC48cnqNoBYHnYu/3uuxl0QjKZDN3d3SSTyRWfZ3Go+0zPuWGYWEyd7yIiImtFgVIuOmstxWKRqakp8vk81oIPXE+J75IgOBUqXSzD1NhGgLX17RN/NF/ic7RTMw43xH2eua2NtrY2jDGMjY0tK2De3d1NLBZrwasUERHZujTkLRfEj/OWH+ahy4OndkHM0BQiAUIL/1Dr431+N1UMl7sVArfCPUQB2Bs1/Ed/QHxyHN/3+YFN8uvsIMBgAB/DHzDBi8zcim0wxnDFFVdgjOGHZctb5iwTPlwTh7d0GTq0MEdEROSiUKCUVfvbY5bXj9rG2urLI1X+JTlKxgmbrnt3rYe/q/XBkh7J7RHLp/YZPAN7YoaIMVhrmZ+f59rxOEeIEi4ZFnewfJ17mJqK8MefGuLAVIyulM/jnryAeYhhWyLG4zJxXjjlEQAB4AJXROE7w4a4o1ApIiJyoSlQyjn5oeVb87Dgw0MzsD3eHMjuyIdc/SOLPSP0PTc6xx+nTjRd+8zyXg6Hy4ej3xM7xLVucdn5a+0+qisUIviX0mH+9z9sJ192CaxhsUyQ+8s1zN56/AxMBGua7/1Iv+F5bQqUIiIiF5rmUMpZLdQsT/uh5TsL9eOIgX9/EDy3NySfzzMzM8Pn5j0sw033hRjuDBLLns8/y0eXcOXTDFBjbIUeyv0HYiyUXE4v6DFgLMEPXcwltr7fIgFNVbGs5faxCa6JV+nv7ycej2NMc7j8SS3kcGDZ7Rouj2hRj4iIyPlSoJSz+t39llsXTh/XrOWXbg/p2naAftcHoMuklt3nYOk2/rLzN7pZ3uv3NHozHSwdBFzhlFf8+m9gglcygjnVAxlg+B1O4lXqcyqb8qkFaqf+bZY9CsZweViiUChz8ODB+td3HDKZDF1d3fxR1ePthdPR9vfaXP5vxl0WOkVERGQ5BUoBIO9b3nkIDhVhbwpetRO+MVfv5zvNUMNwdy1Ov1tfaPNwr8BD3QK3BUlCDM6puPjriellX+PVkSlmrMcng04A+kyNt8fGaDMr91FeZ4p82I7yGdqpYng0BR5r8hwYieE4EISWpl7KS+rP41pLCkt2SRb8zdpJHmTrwTWH4V3xdva7UfqqAZcdm+btyb6mr/0X+YBHRA3PTrj37xspIiKyBWkOpZD3LY/8BtyVA9dAYOGqtgDrVrizGm+aHwnwnu7DXBs7PeexaA3/WOrldj9BlxPw0vgMD/FKZ/16WetQsC59psYDXXj9xZ9k+KNPDVH1Tw1NP8rHe6qPNdBGyPtq4xw3MWaMy6VhhctPhckShl9Kb2PUiRAag2stGA+LS7CkN9KzlhdVF/izSJXOzk5SqdSy3srAWm6qVdkfBuxwHH4pEiOuHk0REdmCFCiF/3ev5Y9+2jyX0WB5dsccH690YqgvunGwXBUp8W89h/HOkZs8zyMejxOJRDDG4Lr1oWPHqYc/c2oldxiGhGGI7/vUajVqtRq+7xOGZ5tV2SxfcRifi9KV8rm9PcbtJk6akGcFWfrO6Ftd9JlIkjekes446wIudkkYdKzl18uz/EZ5tunKRCJBd3c3qXSaZ5cLfNGvEaFeV/OhjsvX2tpJKlSKiMgWoyFv4VCx3jMZLvlo4WJJ2ZC/6zzKu/M9ZEOXa2JFXp852QiTrlsfDg6CgFgsRnd3Nx0dHY3guBJrLdVqlWKxSKVSafy9+HxtbW0kk0nunkzwmn93ODzjMdBe5Q+feIKHDtd7PRcX1LhulbZYvefxSaHPkyjc52uddVwcawmXhj4b4Bi3HnJP9VrGCXlWJQvAvHGoGENvGFAqlRgfH+dTyQRf7GoHYxpTN38cBry9UuIP4ivv7CMiIrJZKVBuYaN5yyfG4WgO/MDCkhqNAYbtkSpPSOR5QiLfdF8kEsH3fYIgaNoecaUFLGEYUiqVKBaLjT9BUO89jMViJJNJenp6SCaTRKNRjDHsn/B5yt9AxTeE1pCfivPy/xjhw790iEdcmmRoaKjpayzuxDM/P0+hUKBarZ71NV8WVJvDJPXFQc+uzDLmJjjqRBgJq/xecZp2An63vYf/idcXHo34Nf5mfpIdgc/RiIdHvWdykbGWe8KVe0ZFREQ2MwXKLeqWacuNX4dKCGDBgvEsrmsJMDwoVuI5mfmme1zXJQgCwjCku7ubrq4uotFo0zW+71MsFikUChSLRcrlMtZaHMchkUjQ1dVFMpkkmUw2ejjPvP+dn5uj4ncR2nrwC63BhPCFe/v4+cdnlt1jjCGVSpFK1YOftZZSqUQ+nyebzVIun15Ffp1f4ZfKWf49nqmXFzKGBwcVfrc0R5zm4e03Zbr5Rux0b+O46/FbHX38x8xxtvnBskF1CyRmZpkqlOnp6dEKcRER2TIUKLeoX721HiYDC5wqwuP68L86Z9kVrfGczBxR0zy9NhKJ0N/fT3t7O47jYK2lXC439T4u9g5GIhGSySQdHR0kk8kV6z6eqVKpcPDgQYqVHpwzhuCNASeaPq+QZoxphNa+vj6CICCXyzEzM0OpVOL15XluqJU4GInRE/o8ulokssLzfC2WbOrNDIxh3ItwxI3wzEKRj7cl2B+JNEoYbQsCfjGX5+RCjsnJSbZt20ZXVxe+Mfx1UODbQZUOY3i1l+J6J7rCVxQREdmYFCi3IGstB3JnFhQ3BMALM3PsijUPGS8Oa8diMcrlMtPT040AubiAJh6Pk06nSSaTJBKJZT2X92V+fp7x8XEAHrGjwLu/27xwxg8NT7zygfX4ua5LR0cHHR0dBEHA9PQ018zM8NBypb5A6Gz3neURF0sMeM/kDB9sa+NIxKXfD3hxvkD7qRRsreXEiRMcP3GCP9zexddjDhZwLHyqWuFTkU4e5y7fNUhERGQjUqDcYqqB5SvHoT0C87XmLRMNlm6vPitwcSV2V1cXABMTE42hY8dxmuY+JpPJcy7EOZcwDDl+/Djz8/PcNpHgu+MpYq7l5ddP8e7vnC6C/kfPhOc9fPVDyK7rsm3bNnp7e5mfn2d6eppqtUo0GsXzPIrF0+WQfrZU4EPJdGP1t2ste/0qO4L69yhh4eW5/IpfZ9FdMY//iZ3+3oTU9+95i59XoBQRkU1DgXILyVYtT/4i3DoNuGBiYIzFob4I5zW9k2Tc5n7L2dlZotEoyWSyMf8xFotdkPmBxWKRsbExarUaH7uzk7d8bQDH1IeP417IP71gnMv2bGdnj2F794Wdj+g4Dl1dXXR2dpLNZpmamqJYLJJIJMhkMtRqNX5zfh7fwCcSaQLgobUyb16Y5lylzmcdh0ORCOkwZG+txqy7PGiHwAl7fqWRRERENgLVodxCXvsdy7vuXpw3CTj1hTiP78zx9PYFntKebVxrjCGdTjM4OIjnXdjPHWEYMjk5yfR0fTed+ZLLDe++jMAuqQNpLA8Zhu+/YW321LbWks/nG8EyFos1emCPnzjBQi53n5++vpZI8KaeLmqnwvZ1pRKvnZvjF0c6m+ZiutZyQ7HGh9u2EYupl1JERDY+9VBuId+dXBImAUKwVcONbTme0p7F8zx8vz6ca62lr6/vgofJYrHI+Ph4U2mf8WykKUxCfWX3/skL+qXPaTFAp9NpCoUCU1NTHDt2jEgkQk9PD8ODg8zNzTE5uXKjJlyXP+3paioj9L14nM+2pXn9VIG/6k3VZ2QaQ38t5Lcnc9w7kaW3t5e+vj6tCBcRkQ1NgXIL6U3U5++dOdiaceoxyPd9otFoI+w90HmRKzmzV9Ja8EOIuLCtzV92vWNgqOOCffn7ZbEEUalUYnp6momJCSYnJ+np6eGyyy5bMVj+NBbFPyMUWmP4QTzGe08s8KByjZ/EI7SFIY8uVEmeCvZTU1PMzc0xMjJCIpE4fa+1CpkiIrJhrM14oqwLf/jgU+V3Th07WK5KFbk+c3qHmaU9hwcPHqRUOvue3OerVCpx4MABpqensRb++YfdXPeey7j2X/fx/I/tolBzePm1UwC4DnhOvZ1/+4JVf+lVSSQSbN++nUsuuYRMJsPk5CT33nsvYRhy2WWXNQ1XJ8PlM0eMtaROrYK/tBrQHoR8Oxnjb3ra+HbydKEi3/c5ePAgY+Pj/FWQZ5c/TX8wzTP9OY5ZFUoXEZH1T3Mot5hvnbS87XaYKsOViTyv6B0jEzWN3WsWLa7yhvqONu3t7aTT6fOqJ7koCAKOHTtGNnt6buZNd3bytm/1N45dY+lO+tzymjzfPtbNV+6CeARe+ii4btf66qGr1WrMzMwwOzuLtZbOzk4qlQqFQoEK8Kv92xiLeATGNIqmv21qmseWynyoPcE/dadwTn1PQ2P43akcz8hVGs//H51J/mFbunHsArtw+brbSUy9lSIiso4pUG5hYRhy4MABqtVqU4CEeogcGhriyJEjjVqT1lpc123MNWxra1u2200YhuTzeWZnZ8nnl5fUecF/7uSu6cSy85/9DYenPcA6k2vN931mZ2eZmZkhCAIikQi1Wo051+WvO9q5IxYjEwb86kKOJ5RKVAw8fWd3PWguspaktXz28GyjcNMv7epmLLZ8Fspn3A6uNyuVXhcREVkfNIdyC3Mch5GREW6+8zB/cvcAd+YSdEYCXr1rkqf2ZZmenmbHjh2NguP9/f2USiVyuRzz8/NAfVg4kUg0tjssl8vMll3ecPMg3zsxTNS1/MK+WV71kClcp16gfCXBBvpY43kefX199PT0MDs725gX2hkE/N+5eTzPa5o6sOA4zWESwBiKxlA1EDv12mtnydNVa2FjZG0REdmiNIdyi6uaKC+7fQ/fnWsj63scLUX5vZ9u5ytTafL5AocOHSKRSDQKkAdBQDwebwx9l0olZmdnmZubo1wuE4Tw6v/ewXcm2qiFDoWay7/e0cM/394LwJN352DJDjSOgc4kPHJXi74Bq+A4Dj09PVx66aUMDg5ijCEMQ2q1Gt3d3Y3ruoKQVBBilvQAO9bSVwsaYRLgsfnKsms6Q0sSyydtge/aMhpQEBGR9UhD3lvcxw9anvf5M89aCCBRs7xk9zSvvGQKZ0kP2UzZ5X8mMlQDw7W9BS5pPz0P8N65GM/79J5lX6cn4fOT12bJtHfy2x+Hd91cPz+QgU/8msMjdm78LrgwDBkdHW3sKBSLxbDWUq1W+U4iwhv6MyzOVI1Z+IuJBR5cOb3CvWLgbQPtfC0TB6DLD3hMPs+nu04Pdz+dBO82vXiaUykiIuuIAuUW94F7LC/58goPBGBO5cTX7TvBL++eAeBANsbLvr6ThaqLob4a+/8+fJynbq8vvLlrJs4LP7t72dN1JWHqT093iC+ULAulemkg19k84chay+HDhykUCo15qYt/H4m43JqI4ACPLFYZ8FfeLeeE51AzhqkIvH5nsukxA/yJ6eDVpv3ivxgREZHzpDmUW9wj+yHiQG1ptrHAkkXfnxjrbATKP/n+IPmaS33n73qAeuP3h3h0f550JGRvZ43+VMBU0WkUK3cN/NzlzV+3PWFoX742Z8MzxrBz585GqHRdl2g0SqlUYqQWMFI7exmg0ZjDnw8lGYu5xELLlcUajrVNu+wY4Pu2qjmVIiKyrmgO5Ra3p93woadAfOli7QCWbvmydMHMgWz8jF1tDNXQoRDp47LLLuOhD76cL7zCY7D99DVPuhTe/vNbJwEZYxgZGSGZTBIEAdVqlY6OjnPek3UNf7AjxbFo/Uey4hhubYssK0JvgA792IqIyDqjIW8BYKZk+cEU/MInIVuGxTrdBvi96+CtP1OvK3nZOxyOLoA9o4vs6OtgMH36XC2wHJqFRASG29mSu76EYcihQ4colUo4jkM0GqVSqay4sOabaY+3DqeazlkbApbAQGAMjrV4xvBlM8AVJrpGr0JEROS+qatDAOhOGG7cYfjK82Gw7fT5l1wFf/qYeiD0PI+/vNEABsecHnX9zeuawyRAxDVc2mvY3mG2ZJiE+irwXbt2NVbJV6tVrLVEo/UwuPT7Eq4whm2Mw6Vly+OyPiPlgGsKAR+cjytMiojIuqMeSlkmCC3H8pCOQmd8edD5yqjl334EZR+evAdecc3W7IE8X0EQcOjQIcrlcmOBzmIxdM/z8H2fGc/w8t1pyk59D/BFv36ixLPnTte0dF2Xyy+/fKUvIyIi0jIKlCJrIAgCRkdHqVTqS+cjkQi+72OtJRaLUalUuDPh8pbhJPOeA9by3NkqL5ss85Ok4ePdLlnXcFUx5M09l5B0tJ5ORETWDwVKkTXi+z6jo6ONXXTS6TS5XA6AeDxeLwwPzHqGtsCSsPDjlOEPR+p1KK0xGGu5zo/y4cgIrnqFRURkndAcSpE14nkeu3fvJhKpB8RcLkcmkwGgXC6TTCZxgV6/HiYBPthb74lcHAa3xvCdSI0fUF7z9ouIiJyNAqXIGloMlZ5XD4rZbJZksl68vFwuN8LmonmveU7loumwdvEbKyIicp4UKEXWWCQSYffu3bhuvfhnsVjE8zzCMFxWUujSksVZNivF8tnaNKFmq4iIyDqhQCnSAtFolN27dzdWx/u+jzEG3/ebrnvFCZ++6tLgaPEI+GKsxIeYW8MWi4iInJ0CpUiLxGIxdu8+ve/50t7JxaDZHsDPztWI2BoePhF8XEKMtXzb5te8zSIiIitRoBRpoUQiweDgINBcy3NpuEyF4BDiEuJQP28Ar9bcmykiItIqCpQiLdbV1UU6nV5xS0aA67OQCWjMpTTWYoEnTgdr2EoREZGzU6AUWQeGh4cbi3TO1BHAnx+CfUVIBZbhCrzhKOyeqyybcykiItIKKmwusk5ks1mOHj0K0Nii8b4MDAzQ3d19sZsmIiJyTuqhFFknMplMo5fyfD/nTU1NXcwmiYiInBcFSpF1xHVdjDGNwufnYrHcGanySX+K221hDVonIiKysvt+1xKRNROGIW1tbeRyuXMOe4dY/mHQ5xudFhgD4EW2hz9ie9NqcRERkbWgHkqRdSQMQ5LJJLFY7JzD3v/TEZ4Kk6fdxDRfYv4it1BERGQ5BUqRdcJaSxiGuK5LR0fHOa89kLC4Z+RND8MdaOhbRETWnoa8RdaJMAyB+jxKxzn3Z722AM7svwyxdOhHWkREWkA9lCLrRBDUC5U7jnOf8yCfPOcSD+vFzg0Brg1px+XnUQkhERFZewqUIuvE0h7Kcrl8zmt7a4aXnjBETZWI8XGdGp0EWKOysiIisvYUKEXWiaU9lAsLC41/r6ToWD4wUCZccm7CVHgTBy92M0VERJbRhCuRdWKxh9L3farV6jmvPRYLKJ+xU2MA3EbuIrVORETk7NRDKbJOLPZQzs3NNc6FYbhiL+WB5Ap7eFuLKlCKiEgrKFCKrBOLPZSLw92LEonEsmtzXoBjQ06v9bZgDHuIXeRWioiILKdAKbJOBEGAMWbZCu90Or3s2g7fxSXAsBgqLZ71eTiZtWmsiIjIEgqUIutEEARYa5f1SMbj8WXXPnYuRl/VIWpDItYnZgM6AsPzGVqr5oqIiDRoUY7IOlEqlYD6ym7HcQjDEGMMMzMzy65NhIY/Hs3wX71FJqMhvTWXn51K0LMvutbNFhERUaAUWQ+stZRKJVzXpVKpNPbxdhyHXG75yu0DiSrvHs4yGw1JBIbrT7TR6TtnXcQjIiJyMemdR2QdKBQKhGFIJBKhVqs1AuXiyu+lpiMBf7dznrlIfRFPybG8byjHHW2V+yyILiIicjEoUIqsAzMzMysuyFnJ7ekKNQN28VIDxsL32svMz89f1HaKiIisRIFSpMUqlQq5XA7P8wjDENd1z3l9eJbM+eN0iZf03cHruJVJ1FMpIiJrR4FSpMVmZmYaIdL3VyhYfoYr8tH6D+6SbbutgbIbUPBCvscMr+K7lLjv5xIREbkQFChFWsj3febm5uju7iYMQ4IgWHHe5KIASzIwvOJohviSrsoQH0zYuOYYRX7A7EVvv4iICGiVt0hLLW6z2NnZyeTk5DmvvbW9yE1Dc9QcixfCC4538LMDD+J3w1sZjSwPoWXOHkxFREQuJPVQirSItZaZmRna29vvc97kaKLC+4dnqZn6OLdv4Kaheb5z9C72zXkY23x9BIcr6bhILRcREWmmQCnSIgsLC/i+T09PD4VC4ZzXfq07V58yuWRltwPckS7zs1PtXJ09vbtODIe3cjUDLN8DXERE5GLQkLdICyz2TqZSKSKRCIcOHTrrtftTJW5rL1CPkM1LvA0QsYY/868iT5wsNUZI0Y52zBERkbWjQCnSAsVikVKpxI4dOzh8+PA5F+J8syuLQ0hoHOpLuw1gCTFcvZCgt7eXnu4eetaq8SIiImfQkLdIC8zMzBCNRsnlco09vM+m4tZXbztLF9lYeOxsgofFttHX13cxmyoiInKfFChF1li1WiWbzRKPxxurvM9lb6E+F9LB4uLj2hoePk8p9TE4OHheu+uIiIhcTBryFllji9ssZrPZs14zGa3y6f4ppqI1uqse+/Jx7k6XMdQ/Bf7SyQEeOXApjqPPhCIi0noKlCJrKAgCZmdnsdae9Zp5r8bf7x6j6oSEBuaiNbzQ4TcODRDzIvSWPR42ctl9lhoSERFZK+reEFlDJ0+ePGeYBPheZ7YRJqG+d7fvhBzv8NmdjfLgoT1Eo1rFLSIi64cCpcgaKRQKzM7e93aIZTdcVqjcYMgGZYaHh0kmkxephSIiIg+MAqXIGiiVSuesNbnUSDFOcMZPZmAsD45so729/SK0TkREZHU0h1LkIiuXy4yOjq74WIjl211z3NuWJxI6PGKugwdn23jsdDvf7FloXHdDvo+fzVy+Vk0WERG5X4y9rwldIvKAlctlDhw4cNbHPz4wwa2d88BiuXL4xbEhrsplOJGoMhOpMeikefTgPq3oFhGRdUuBUuQiKRQKZx3mLrg+X952gu925pofsNBVjfC7B/bieR6u67J7926t6BYRkXVNQ94iF8Hc3BzHjh0DwBjTtLK75Pj80557mYv4LPsRNFDwAhzHwVrLyMiIwqSIiKx7CpQiF5C1lhMnTjAzMwNAJBKhVqs1XXNr1ywLkcVzi0GzXiPIsTBQjhGGIbt371Z5IBER2RAUKEUukFqtxtjYGMViEYB4PE65XF52XS5Sw1gwDrg2IMClHiwNSd/lOccH2L59u8oDiYjIhqFAKXIB5PN5xsbGCIIAgFQqRaFQWPHavnK8UbTcMRZjfUIcHjbXwVNP9rOre1DlgUREZEPRslGRVbDWcvLkSQ4fPkwYhgAkk8mzhkmAh811sTffBlDvqTSwL5/i548PMZDqore3d03aLiIicqFolbfIA7R0iNtxHMIwJJFIUCqVGteEWH7aPsdCpEpnNcbl2Q4MhtlIma/smmQ6yNFbSfCsYyO0RRLs3btX5YFERGTDUaAUeQAWh7iNqY9d+76/bAFOYEJuGjnAkVQeY8EauCTbzhNPDPLuS++hjI89tShnR7GNt8V/nqgbacnrERERWQ3NoRS5H6y1TE5OMjU1RSqVolarUa1WcV2XWq1GxfEZbZun6oTMRKscSebr952aM3lveoEg6VLGJ1yyYfeRVJ4fcozr2dmCVyUiIrI6CpQi52npEHdvby8LCwtUq1UAgiAg61X44K6fshCtgIUAF4PL0iEAxxqmwlxTmIR60aBZimv3YkRERC4gTdYSOQ+5XI4DBw5QrVbZuXMnuVyOcrXCiXiOY4ksVSfgSwOHyUYq9RtO9UhamoOjNZb2WpQz8iQWGKbjor8OERGRi0E9lCLnsHSIu62tjaGhIQ4dOsRckOc/99zJZKK+mjvhRwis2xjaBnBMQIBTnz9JPWN2VmM8e3wnH770EMdNDgdDiOXJXMaDGGjJaxQREVktLcoROYulQ9x9fX10dnayf/9+rLX85447OZyeawRIYwFrqOHW6wCdYoEr5rZRcyy9YZKXdDyGtBOnTI2bOcQ8JUbo5Fq2YzArtkNERGS9U6AUWUEul2N8fBxjDMPDw2SzWWZnZxuP/+0V38J3wmX3+aGHwTQGui/LdvHy8iMZ6Ffvo4iIbF4a8hZZ4swh7ra2Ng4fPrzsOi90VgyUP3dsL/dkZqk4AVfHdvLs9mvxOjRVWURENjf1UIqcsnSIu7Ozk/n5eWoETCQWqDkB28ppUn4MgFt6j/KtbUca9xoLO/Od/OLktezauQvXdVv1MkRERNacAqUIp4e4AYwx+L5P0a3y8Z23MROvL7zxQoenj13Jrnw3Fsv3esa5rWuCwFiu9Af51fgTiZtoK1+GiIhISyhQypa2dIjbdV2CIGg89tnhn3AwM3V65bYFzzq8bP8jiQcRXNdlZGSEZDLZmsaLiIisE5pDKVtWrVbj6NGjlEolfBPwjb67GM1M4ljDFXPDHEvONZUBwoBvQgrtAVf3PQjP04+PiIgIKFDKFpXNZhkbG2Oxg/4rw3cymjnZCJDf7TtANIidLiC5xJ6BnXhGPzoiIiKL9K4oW4q1lqNHj5LL5Rrnim6Fg+0nmy80EDg1MG59I24DBsPlDDNI9xq3WkREZH1ToJQtY2FhgbGxsWXna26wwtX1bRJfxo38t7mNMjWuYDvP4ZE4RgXIRUREllKglE2vUqnwPxPf4Uc9ByjvqdFX7OC6k5cRCyMApKtxUtUYxUilMeTtYNhjhriey7iey1rYehERkfVPq7xl0yoWi4yOjnIsNcPnRm6tnzT1mpFd5QzPOnQ9rq0XHS91h3ys/9tkTRGAAbr5TZ5DB+lWNV9ERGTDUA+lbBo58nyYz3DAHsENHK7M7uHBXMJtPaP1C071PloDM4ksx1MzXN9+NZ2dnQA8iH0cYxoXwzB9eKg4uYiIyPlQoJRNISDgnbV/Z8qbwxpLzYMf9N+FYx0qbm3ZSm2A3pF+Ok1n4zhOlD0MrmGrRURENgcFStnQgiDg0KFDjJkJJvfMLnv87q5DDOeGmYlnm2pKGgw72LaGLRUREdm8FChlQznEEX7AbVSDKu0TbYzMDwMQJMMVrw+ckGfwGAqmxiGOA/Uw+QJupM90rVm7RURENjMFStkwfsLdvN9+BIMBB+yw5SGRHA+eupzucoaYH6XqVhs9kcYaHhK5nMGeAV5rX8go4xQoM0wfPaajpa9FRERkM9Eqb1m3SrbEJ/kk+9mPCQw1LBU3hKV1IC08/+6fJRbEmErM8dXdt1IwJQAuZw8v4TnEiLboFYiIiGwN6qGUdclaywfDD3LEHMEaC259F0QHh3Dp6msDyW1t7Ou8FGMMj+GRTDFLjChdtNd7M0VEROSiUqCUdWdubo57Ju/h8KWHm84bwCE8HSgtuMZld9fORnCM4DFI39o2WEREZItToJQ1V6XC5/kU+7kLD49ruI7H8gRGDx6iVKoPVwexlbdDNNTnRtb/Ac/jmcSIrV3jRUREZBkFSllTFstH+SAH2Y+lPn33a/ZLnJg6wRWlhzSua6u2kawmKUVK9SFv6quz97CX3eZSAnwuYQ/DqhspIiLScgqUsqayzHOAe5pPGjjQfTdXTJ4OlK51eX71+Xwi+gkWWABgO9t5Pv+LJMm1bLKIiIjcBwVKuSgK5KlQop1O3FP/my0sLPCTyZ/CJcuvD4wPQDQaZe/evThOfY/t37G/wwwzuLh0040xWmQjIiKy3ihQygUVEPA5PsId3ApA0qa45tANdBbrC2XaTBvxWoKyV4bFoWxr2BHs4qqrrlr2fJ7x2KYdbURERNY1p9UNkM3lm3yRO+ytjeMiBW4Z+SIVtwyAY10efeQG4v7phTT9ZoDnRV605m0VERGRC0M9lLJqVVvGI8LM9Cx3pG+F+JIHDfhulfnEFNvy2wF4UO9DuC5yPZOcxMWlj34cfbYRERHZsBQo5QE7bg/xyfA95J15nNDlUv8RGLtyMIx6Ua688sqmOZBDbF+rpoqIiMhFpG4hOavQhszZk8zbKawNG+fL5TI/PvgDPhL8PXlTX4EdOgF3999CR6mz6TmMdWini+uGH6MFNSIiIpuUeihlRQt2mk/wDuY4AcA2O8I1Y8+klq0vpDnRcQjfqdG0s6EF3y1x5eR1HOi9jaqpMGh28CxeTFTFx0VERDYtBUpZxlrLJ3kn83ayERgnOcp3Oj/BNdmfr19zlnvTmTaeZV4IvBBLiFEnuIiIbEJHvv51vvCa17Bw5Ahdl17K09/1LgavvbbVzWoZBcotKmdnuJOvUSJPHzu5gp/BMfXwd2TmIDPdE029j9ZYZlPHCAlwcOkpDOFaj4CgUf4HA5fy0MY9CpMiIrIZnbztNj54443YIMCGISdvu41/f8ITeMVtt9G5e3erm9cSCpRb0Lw9yUd5CzUqANzFzRyq3s6uAzeAhapbgu7l9xlMIyTu7NpLv/MqPsV7KJLHweFRPI2ruG4tX4qIiMia++G73421FhvW1xfYIMAvl7nzppt47Bve0OLWtYYC5RZjsXyLj1KjguX0Qpuj0dvpTFxCR3E70SBBT24n021HTvc+Whiav4J9l+0jEomcuquXV9m3UiRPjASeiSz/giIiIhuQtZZqtUo+n6dYLFKpVKhWq4RhyMyJE2CbJ38ZY/BLpRa1tvUUKLeQaY7yef6OLHOstMC/HM1Csf7vB43fyF0D/8NkZhQHhyudR/Iznc9bFhqNcUiRWYPWi4iIXHjnCo5n8jyPeDzO7ic/mcMf+1jTY6Hvs+tJT1qrZq87CpSbkLWWUb7HcX6CS4RLeSxp08t/BW+j6hSph0lL8xJtSFROl/yJmQTPTryKuBtHRERkPaksLHDX+99P8eRJeh/yEPY+73n3WZrOWkulUqFQKDSCY61WIwiCZdcuBsd4PE4qlSKVSuF5pyPT7t278Y8f5xtvehMAxnF48l//NTuf8IQL+0I3EGOtPduCXdmgvm//kx/xydOLYiwMTT6WQ/3fqB9aaHyWsAYMDMw+mEsnbqCjo4PBwUEcRwtqRERk/SlNT/OR665j4fBhHNclrNW44ld+hSe9+90YY+5XcHRdl2g0SiKRIJlMkkqllkzrum+548fJjo3RsWsXqb6+C/kyNxwFyk2mYOe4id9qPmkN0VqaQix3+pQFcIj4SS45/iSu6Xoi6ba0io+LiMi69rXXvIY73vUu7BkB8bp/+zcyD3/4ikPVi8FxsccxmUwSiUT0nncBach7E5iyB1jgGCm68WsOnPnhylh8t0S01kbVK4Cx1H+GQh5mnsq1Iz/XglaLiIjcN2st5XKZmZkZCoUCY9///rIwCTC3fz/tj3hE01B1MpkkGo0qOK4BBcoN7lb7AX7CZxvH6fIe8Mzp1dkA1pCodrH32M/y0+2fpBifwbEuV5uncY33jBa0WkREZLkwDMlms8zOzlKpVFYcpo4PDoLrwhmPXXrddey5/PK1aqqcQUPeG8QCxzjAV/Ep0ccV7OTRHLM/5iv8RfOFFjLZy5lpP4CxDhaLYz0efPTFXN77cFKpFL6p4BLFUeFxERFpgcV5jnNzc+RyOWq1GueKI57nkUwm6erqwp+a4iMPfziVhYX6cwUBIzfeyDM/+1kc112rlyBnUKDcAGY4wBd5IyE+YLAE9E0/ChMkON57M5gl80WsoWvhCrrnHsZC6ghxL8lD0k+iOzrUsvaLiMjmkTt0iEMf+AC1fJ7+xz+eoac97ZzX+75PLpdjfn6ecrm8Yq/jImMMsViMTCZDZ2fnWRfI5MbHue3v/57iyZP0POQhPOQ1r8G9H4tp5MJToNwAvsAfMc29TYXIAfpOPp6J3m81V/+xDn2z1/CQygvo7+/H1ac1ERG5QGZvu40vPOaxBKUSOA62VuPqN/8ZD37DGwjDkFKpRC6XI5vNnlevYzwep7Ozk0wmo3mOG5zmUK5DC3aM23g/eU6QYZisPY51lq9aS5a3Ea1lqEZy9TmT1uDaCI/qeiEdzmALWi4iIpvZd1/9GoJSqb4o5lRP44/f+CfUHvEIYoMrv+8YY4hEImQyGTo6OojHVd94M1KgXGfy9gRf5vcIqGIJydrj+Din6kU2f9JLlrdx+aFfYbzva/ht83RE+nmoeT4dRmFSREQujFqtxvz8PLlcjrm77lq+wtpaquPjxAYHcV2XeDxOJpOhvb29qRi4bG76L70OzNi7mOJOXOIscJzAVrGL8yJNiGstgY2cGvI2YEL6Tz6eWK2Lvr4+HtLxCBUiFxGRVavVaiwsLLCwsEClUllW0zE6NIQ/Pw9nnL/8sY+l45JL1rClst5oDmWLHbCf4Ue8C4ODtRZrI4TGnLHQxqFj9hq8oJ3AqdJWGGFP/FH09vZqjqSIiDwgiz2Pi+HxXHEgEonQ1tZGcO+9fPPpTyes+WAMtlbjqj/4fR7253++hi2X9UiBsgWO229xmM9To8C03U9oYHFlTWhdrFne27jj6IvI5C6nra2N4eFhDSOIiAjZH/+Yw+94J34uS+cjH8XO174Gs0JHg+/7zM3NMT8/T7VaPWt4NMYQjUZJp9NkMhkSicSyxTILd9/Ngfe+Fz+fZ9vjH8/IeeyjLZufAuUaO2q/zA/5G7CAqf9lgYD6LwAL2DCKdU7/Z+mefjSDU09j185dJJPJVjRbRETWmblbbuE7j38ChGE9IFrLwAtfyJXvfQ9zc3Nks9n7DI+xWIz29nYymQyxWGyNX4FsJgqUa+zz4YupMNNc6geo4VBPmIZoeRsDE8+jFpkjWu1hW/QyhoeHNU9SREQabnn845m7+VvL5jP2f/hDRK+4oumc4ziN8NjR0aFRLrng9H/UGllYWGBsbIzq5QusuEGNNSw+0H/i50iVt2NLwwwNDdHZ2bmmbRURkfWnWq0yMzNDNpvF932yB0eXhUmAcHqaZDJJZ2cn7e3t6oyQNaFAeZEEVLmX9zFR/S5B1SMz/3iSXEWsNEQ5OXZ60Y0FrEs6exWuTdC18EhixUEi0Qjbt28nkUi09HWIiMjaK5fLzMzMkM/nqdVqK14TvexSSidONO9pbQyXP/nJpHbvXqOWitRpyPsiCMKAm0uvJ5+881TBccBAz9FfIVIe4tjOdxFEsgCY0KV/7CW0Fa4kk8mwsLBAOp1meHhYK7hFRDYgf24OE4ngtrWd1/WlUqkRHn3fP+t1ruuSTCbp7u4mlUpRHhvj2496NJWJCXAcCAL2/cVfsPt/v/5CvRSR86ZAeQEFQcD+/fspRY4ysfcvmh+0EKkMMHjgDwicEsW2/VhTI1HczY6eK1lYWKBYLLJt2zZ6enq0Yk5EZIOpHDvG3c99LvnvfQ+A7uc+l0ve+96mYFksFpmamqJUKp0zPHqeRzKZpKenZ8WV1ouqs7Oc+OhHqS1k6XzUI+l6zGMu7IsSOU8KlPfTCb7GNLfgEGGQp9HBVeTzeQ4fPty4ppTaz+Sudy67161lGL7nzY3jzs5OOjo6GBsbw1rL9u3baTvPT7QiIrJ+2DDktmuvpXDnnbAYFB2HxLOeReItbyE4c3eZJTzPo62tjZ6eHm1LKBuWAuX9MMr7uJd3YRZL/FhL95FXE88/uOm6wM0yftmbwPinV3Nbh0T2KvrGXgbA7t27KZVKTExMkEwm2b59O5FIZC1fjoiIXADWWhbuvpufXHnl8gdjMTLf+16jhzESiZBOp+nu7laZHtlUtCjnPFVZ4F7+CQDL4idNw/zgTfTvfzBBZJb89o9QihzCCdpon3k0Cz03w6lrvUoP3RP/C4A9e/YwPT3NwsIC3d3d9Pf3a4hbRGQDsNZSLBaZn5+nUChQq9Ww1hIeO7bi9cYYLrvsMqLR6Bq3VGRtKVCepwpT1FfXLGEsQWSenv4Md2XeiO/NgQkJ3AKlnpP0HHsxhDFMGCNeuATHRunr62N8fJxarcb27dtpb29vyesREZFzC8OQfD5PLpdrCo9ncl2XxJ49VK++msodd5xede049L7whQqTsiUoUJ6nBAMY62FpHsb2qn2MFf8Hv3vm9MUGsIZK5kd0HX0VQGPF9tTUFNFolN27d2uujIjIRWStJXvTTeQ+9SmM59H+i79I29OfvuK1QRCQz+fJZrMUi0V8318xPC4WCM9kMrS3tzeFxernPsc9L3gB2W9+E4yh94UvZPc73nHRXp/IeqI5lPfDrcf/mdmB97JYgNxYj+5DryOITrEw/O/Lro8U9tBz+HUkEglKpRIA7e3tDA4OqiSQiMhFNv2WtzD1xjfWS+oAhCED730vbb/4i2SzWQqFAqVSiWq1uuL9i1sTZjIZ0uk08Xj8vKYnBcUixnVxNEdSthAFyvN07Ngx5ubmqCQOUmn7CcZ6JLLX4lX78KOTTO19MxAu6b2EtqlnMFh+AcVikSAI6O/vp7u7W/MlRUQusjCf556OjmU7ydhMhvDmm1e8JxaL0dbWRltbG8lkUh/8Re4HDXmfh2w2y9zcHACx0h5ipT1Nj3vVPjrGX8r80PvrK7uBePZh9JeeQ6FYIAxDent76enpWfO2i4hsJYvzHmfvuGPFbQlNNgu1GpFkklQqRSqVIplMEo1G9WFfZBXUQ7kCi2WB71FmHNfvZfzwPLgV3PIwTpA+632hm8ePncDx22hzd1IulXFdF8dxuPTSS/XLSkTkAguCgGKxyMLCArlc7nS9x1oN52d+BopFzOLbnOPgjYyw5957tb+1yAWmQHkGS8h+3sAUn8daCImwOGeSMEp67DeInlF38kye5+H7Pp2dnczNzTE0NERnZ+fFb7yIyCa3uHgml8s1B8glFguFR26+mdlf/uX6qmtrMakUI1/6Eonrr29By0U2NwXKM5zk09zLGwEIrEc9TJ7qWbSAjdK5/89xgrOX+3Ech+HhYebn5ymVSuqdFBE5Q3DiBJTLONu3Y84xV9H3/UZ4LBQKKwbISCRCKpWio6ODVCrV9Pu2ctddFL70JfA80j/3c0R27Lgor0dkq9McyjMUuAfDqfJAS8Mkp/5pqvjxMaKFlQNlJBJh165dhGFINptlaGhIYVJE5JQwn2fhxb9A9XOfAcDdvYeO//oM3r59AFSr1cbwdblcJlxhHqTruqRSKbq6upYFyDPFLr+c2OWXX5wXIyINCpRniNCJtYurtRc7b5t/WZlw5fqRkUiESy65BMdxOHr0KJFIhI6OjovZXBGRDSX3m6+m+sXPN46DI4eZftqTyX/2C1QsK9Z+BEilUrS3t5NOp7VNrcg6pEB5hr7w5zkafADrZTEEWCL1XGkA6+CWRvBKu1a8d8eOHTiOQ7lcJpvNMjg4qN5JEZElKp/+1OmdZACCAHNsnNrdd8Nl+xqnPc9rBMhkMqlFNCLrnAIlULOzFLkbhwQnDyVI1/6Mct9/EsQmsNYlcIvgVPAK+0ideCGG5fN9EokEiUQCqO+Go95JEZG6xf2vJycniRvDitHQ80gkEo0i4irjI7KxbPlAuWC/wwF+h5AiEMBIDDf7KBInX4g5x8KbM/X39wNQLpdZWFhgcHBQn6hFZEsrlUrMzMyQzWZPz4V89nNI/Nt7GqV8rOviXHUVlzz1aXja81pkw9rSgdK3OQ7wOkJKwKmtt9wiQedXCNp+TPzgX2DOUXdyked5pFIpoN476XmeeidFZEuqVqvMzc0xNzeH7/vLHvd/+/UQicC/vw9qNWKPv4HMe9+PqzApsqFt6bJBOftj7ualgA8EzWtvrIM3+QIiU89Z8V5jTGPyeF9fH319fVQqFe69914GBgbo7u6+2M0XEVkXarUaCwsLzM7OrrgvdiqVahrKhlOLb6zFaCRHZFPY0j2ULm1nf9AarDd39ntdt/HpO52u92Iu9k6qiLmIbHZBELCwsMDc3BylUqnpMWMMmUyG9vZ22traVpz+Y4wBzZEU2TS2dKBMsJsM15G1t4A5o1iuCXHKKxfAjUajTZ/Cq9UqjuMwPz/PwMCA5k6KyKYUBAHZbJbZ2dllIdJxHDKZDF1dXSQSCS2oEdlitnSgNMZhr/1bDvp/zoL7aXDLYA0Yi5O/GnfuhhXvi0Qi1Go1rLUYYyiXy+RyOfVOisiGZH2f8D3/iL3jR5iePpyXvxoztB2gsUnD7OwsxWKx6T7HcUin0/T19RGLxVrRdBFZJ7b0HMpFx+a/xHTyDYSReWwYwZm/AXfi5SuWB4rFYlQqFaD+yzQej+M4Dvl8nv7+fnp6eta6+SIiD5gNQ4JffBb2K58H163X3U2nKXziv5lJti3riQRoa2ujt7eXZDKpnkgRAVi5HNhWUrFHmMn8Dsabx8XimSpO1xeg7YcrXr90G7D29nYSiQTFYhHP8+jq6lqrZouIXBD2q1/EfvlzYC34PgQ+NpvFf9ufNoXJeDzO4OAgl19+OTt37rzPLQ9FZGvZ0kPeADm+BtTAnOqoPbUjjm2/GZN/+LLra7Va498dHR0UCgXCMKS3t1dzJ0VkwwnHjjQ2A1tkwoDIiWM4jkNHRwddXV3E4ytvOSsiAgqUWFYa8bew4vnTXNclmUwyPT0NQDKZvPCNExG5SGq1GhMTE9S8KGcuP7SuS+SKB7Fv3z59UBaR87Llf1Ok+Rmwbn0xziJjMbnrz3qPMYaOjg5qtRq5XA5o7rkUEVmvSqUSo6Oj3HPPPWSzWcoPfQTzz3g2ANbzsMbBDA6TeOOfK0yKyHnb0j2UZe7hhHkjrjXg1AhwwEYwJ1+CyT7qrPdZa2lvb2d6ehrXdRsrvUVE1qtsNlvvkTzjw2+qrY3o3/0rznN/Ae78MfT04bzglzDtHS1pp4hsTFt2lXeN4xzkSYS2CCbAWgPWIzz4d5jKrvu8v6enh5mZGfr6+igUChhjGBkZWYOWi4icH2stMzMzTE5ONi0oXCxx1tnZ2di5RkRkNbZsD+U8/0loC2Dqv2SNsYCP0/ll7IlXnPNe13WZnp7GGENnZ2djxwgRkfUgCAJOnjzJ7Oxs0/l0Ok1XVxdtbW1aoS0iF9SWDZQ1Ow6EZ5y1mMQ997Ecp15/MggCrLWcPHmSRCJBrVYjCAJcd3ntShGRtVCtVjl+/Dj5fL5xznVduru76ezsJBKJtLB1IrKZbdlA6RBrrpMBYMCY6orXL1Wr1XAch23btjExMdHYhrFSqWi1t4hcNLaQh3/5Szh4Fwxsh1/7XUxvP8VikfHx8aYtYROJBNu2bVO9SBFZE1s2UCZ4EI51CM2SXkrrQHXgvO5f/NQfiUQYGxsD6qsnFShF5GKw5RK88Gdg/52ABeMQfvKDHPz/Pko1U9/ydXEaTl9fH563ZX+9i0gLbNmaECluIEIvro3iWodICFEsFK88r/trtRozMzNkMhl27twJwOTkJL7vX8RWi8iW9akPwj23QxhAGELgY+Zn6fz4e/E8j+HhYa644goGBwcVJkVkzW3ZQOmZbob5MHGGiVgflxDHWmL9/4ibvvm8nmNiYoJsNksqlSKZTBKGIaOjo03DTiIiq+X7PvkD92CX1YW0dNZK7Nu3j46ODg1ti0jLbNlACRBlN5YTGAzGgDEhYIkN/TW480Bw1nsXC/4ePXqUubk5kskkjuNgrWV0dFR1KUVkVXzfZ3p6mv3793P33Xcz192PCZp/JxnAvfSq1jRQRGSJLVuHEiCwsxzlQWecDTEEGAM2jFE+/tv480+5z+dqa2sjn8+zd+9exsbG8H2fkZERzakUkfNWrVbJZrPMzc1RqVSaHnOAPe/4Y6L//SlwPQh8ePDD4YNfw8QTrWmwiMgpWzpQWhtwhH1YiotnMNTnQBoD1tb/Lh76K4LCw87rORdD5JEjRyiVSuzYsYN0On2RXoGIbHSVSoWFhQXm5+dXnC4TjUYZGBggnU5jrYUvfQJG74H+IXj6CzCxWAtaLSLSbEsHSoC8/ThT/Cbggq1hjM/SaUjWutRmn0Fl4rcB8OL34MUOEfpdVAvX1O9bwhjDwMAA7e3tjI+Pk8/nGR4epr29fc1ek4isX9ZayuUy2WyWhYWFs865TiaTDAwMkEio91FE1r8tvxSwzTwHzw5R4PNU+B5Vfsjygud1qZ5/o633/Y3jSuFq5sfeBvb01mXWWo4fP86JEyfo7Oykra2tMQTe3d19sV+OiKxD1lqKxSLZbJZsNrtsP+2l0uk0g4ODKkIuIhvKlu+hXKrKHUzYG7GEGGNZ/M6UDv8VTujStfN3mq631lCYfgmF6V9uOu+6LkEQYIzBWts47unpYdu2bVqJKbIFhGFIoVCg9MOb8b7wIWy1QuFBjyZ77Q1A/fdEGIZYazHG0NHRQX9/v3bbEpENacv3UC4V5UH02PcyZV8Fbh6sh7/weMLSXmIdX8Rac2rP70WWSHz/sucJTq3EXHyjWAyQ09PTZLNZBgYGtJeuyCYUhiH5fJ6FhQVyuRyJ277FyF+9qvF411c/yswvvI4TT38pQRDgOA69vb309PQ0KkeIiGxE6qFcwYnSG/AT78BaF0OI9XupTL6I9v5/OHVFCNQAS1DrZ/bIOwlr57fDziLXdenq6qKzs5NoNHrfN2xANqxBkAfvvuvjWT8PbgJj1DsjG0sQBORyObLZLLlcDmtto7D4zt9+KtHJMcySX7PWGA6+62Z6LtlHZ2dnq5otInJBKVCeocadTPKYpnPWulQXfoZEdAw3ehRjSsDiSnCH0O9kevSD2OCBLbxxHIdEIkFHRwexWIxIJILneeu6B9Pmb4HjbwF/ElIPh6H/i/E66o/ZEI78MYz/JVgf4rvh8o9h2q5e/jzZH8NtL4DiATAR2P1HsOcNK752m78XfvASmP8hRDpg359idr/yor5OkZX4vt+YD5nP54H6amxjTKPcj+u6XPrLD8WprbDo5kM/wOx76Fo2WUTkolKgPEORjzPHry4775d3kR99J107X4kXGz1jJbghe+L1lOaeu+w+Y0pYG+OB1JCPRCJEo1Gi0Wjj35FIpPHngQROay2U/htq94K3E5JPwZjmttnynVC+DbxeSN2AMc0zI2z+O3D3z1DvqQ0BFxIPgstvwTgx7LG/hdHXLbnDBa8Drr0bEzm9MMlWZ+Dmy6E2T1MR+cvfgdnRHBRtbQH++0FQOQF2ybXXvA+z/cX3+/sgcn8t1ojMZrMUi/VSY4lEAmNM4/hMe/7g2cSOH8LYJQv9XA++ehKTUe+kiGwemkN5BpfBZeesdQhr/dgwg1/Zgxc7TPNKcAfHzTXdE4neS9/gG4hEx7BhhPnZl7Iw+1Lqe1ucn1qtRq1Wo1gssjT3G0p4zgw4A0Si6bMGzjPnZFkbwsmXQv4Dp0+mnoXt/1hjqNnO/C2ceD1w6uslHo3d+QWMk2q0JXr0z4gRYhrfgwBKP+boHf9Mzn0Cu7LvobmcewD+DEfvuIlc9AmNs+nSV9hRm1n2ugsH/5XD2cc2nUvnv8qO8rHm1wNU9/8jQdez62/slUn44Wth5nsQ74Wr3oQZfMaK31trLRz5GMz9BBLbYM8vYSJtK14rW5O1lkql0giR5XIZYwzJZJJkMkm5XKZUKi27zxhDPB6nq6uL+FveB698MlSr9SGNwIfff7vCpIhsOgqUZ4hyHXGeSZlPUw9/BkMEJ1df4V0rPoh45stN9xgTUCs+uHHsOFn6h38Lx83WH3dqdPb8C2HQTm7hOfe7TUvDZGfiw2xL/yXG+IQ2xkT2TczPP+3MO4g59+A5s1TDPVhnCMdxyDifZRsfaL6y8CmmDryFueAFRIKfssu+vmnhkS3ewsxPX8tJTvc47qyeXBImT3Pt/P16XYaVO8dXOm/s8mFDAwTVAocOHcKERfYcfAHR6jiGAFsah28+k+LDP050+9ObphBYa+GbvwSjH6oPs1sffvr32Gd8GxPruF+vQTYPay0UspSMR/bUnMhqtYrjOMTjcaLRKNVqlUKhsOzeaDRKe3s7XV1dzeV+Oh+F/fCP4UsfgWoFrn8y5pqfWbsXJSKyRhQoz2AwdPEeCvwzVb6PQycp8woig5dhByxz8/2Ucj8llvlC457c5K9TLT4Mx52js++viSVvxXgzYD2WDnWnMl88I1D6dHf8M+nUFwFDtvA0Zudfxtn+s6Si36Q/8+dL2lphMPOHVP1hyv7iFpI1hhJ/QHu0HnqtdZgo/THz1efierdjXQ9j/NNPal284Cf4vk8bPzljFXt9f/OEva3pXMl5EMngtqZQaTGUnCsAyEafRrJ055LHHAKToeg1zxkrRK8hMGkcW2h6roXE8q0ui4mHEpo4xlYagdMCudTjAWjLf5tY9ciS743FYgju+hvuKe5peq62+W8wMvqhU407VQ8wdwBufys8/C+XfW0bVGDy+xBWoedhmJiK1G8m1lrKX/wA0be/BqeYI5rMUH3xm+Hap+A4DmEYLhvSdhyHTCZDR0cHyWTynCu0zcgl8GtvuNgvQ0SkpRQoV2DwaONVy88bQ1dnD9b+B+Xarcwu/JTcfB9+ZQfGlOnb8Qoi0SMYE4AFa2pgI5hGqGwOa71df017+uONENfV/h4cJ8f07P9esV3p2P/UV56b4FR76vM322I3NwJlT+zfyES+sqTNIQOJP6MUPAjfdrG8aLsloAuAgOVByVqn8TiA53nMR36bttKdxP0fnnoGQzbzRtrSj6INwP4m+Zkyqfl/wBAQeEPM9v0T6djORm9r/e8M0/H30z3+Sjz/BBaHhc5fo9z9cuLWEgQBQRAQhiG+t42jA29n+4nX44b16QVz6ecw3fkrADjh8l4jg8UJcsvOx8qHsDjNgdgG5Me/z9HEnbiuSyKRIJPJkHGyuJ9/GszfU78w3o19xucwfQ9f8b9R4/lm7oKFUWjfhem+4pzXytpbrBGZzWap/vgbjPzVS1ksPOsUcwz/y+8w2v5BwpErG/fE43E6OztJp9ObtjKDiMgDpUD5ABhjSEQfwVDvI7A9tr4Pb+5DRGOjSy7iVKj0Mad20ikXrqUt/V+AoVx6aFOYrD+vpSP9MYrF6+nKvBfXmadUuZrp+d8htG1YzlZS53TvSNL9AWcGV7AkvR8zX3023d5NeHYaYwKsdQnIMOu/oL7IJ/5UaqUr8YK768PGOBjjkNn1Fq5KXtX8jPY7kP0q+FOY5NV0JK6kY+kFg3+HDf8Kgjye18G2sy4g2oG99OegOoXxMnS6cc6cXbY4ly2X28bRzuvxcwcJnHbi7TvoT6fJZDJEys/FHv9TsEFjlqrFUEwtD3616MAKQ/YutWg/UC8Dk8/nyefzRG5/GamFA6efszxH+OlnsPBzt5Hp7Fm2m4m1Fr7x+/D9vzp97prXweP+cl2v2t8KFv+7LtaIXPxws+0HXwTjYE4t9jJYrHHI3PYVIldd39jxSnUiRUTOToFylRZ3uEhm2iifmVEWQ6U1FLNPoKPjPThOfRJ/GCYhDDhz9bcxIUO9rz71b0s0cpBY9C7GTr6PbPlpdCb+o1Fg3VoHi0O2/KTG/YFtO/Wc4ZLnBMdtp7NnL5XYN3Aqf4HrH8BEduN1/Sn7Itsb19rgm3Dy/0DpVoy3DXrfgElet8Lr9qD9xnN/b5wIOPe9+MAYA7G+cz4ej8eJx+P09vZSq13aqPt38uRJTpw4UX/ssv+P9D2vq8+JBMqdNzDV++tNz5VOp8kM/hK1hY/jzXyHxe9/4GWYGnh58xe2llT2R5glK9ANIW51mpnD32dicteydnZMfZXBH/xV8/P84G9g4Dq47H/d5/dC7h+bn4N7vw9eFC59BCZW3/faWkutVmvsmZ3P5/F9/yxPssJcXmPo7enBjIxcxNaLiGweKht0gQT2LgrBw6BpGNUhN/e/WJh6LdtHno7rzjV6JK11wDq4QQRjwlPnXKyN4NiFZXMZx0/+M8XK9aRjX6E//RY8d45asI3j2TdTql1PJBIhHo/TnriDtvKzTvWohYAH7hCm/zaMk1mT78VaWux1Wiwq7VQmSPlHiLUPkRx4JLF4goWFBWZnZ6lWTy/sibqWoex/kigfxKQG4Yrfoup2Mz4+TqlUwvM8XNdl19euxV1h2PyeR3wFf4UQvO3uv6Tr6Idw7OnwYo3H3I7nk73mzaTTadra2ojFYrBwBG57L1SysP0xsO856sU8T2EY4v/kZry3/jymMA9ArW8Xx1/5PorJLsJw+aKxlbiuS/uR2+l/24uo92kDmPqHwXd8C3Pl9RfnBYiIbDIKlBdQNXwv5fDVLNZUdLmBhPNxcrlxIrF9K94TloeJeFMA1GoD2NASixxedt3E9F9Srv0siUSC9vZ22triuG5sxee05S9h598A4QmIPAzT+Q6MN3xBXuN6Zq1tzIvL5XLUajUcxyGdTpNOp+vzP+fnWVhYaAx3LvYwd3d3E4/HsdaSzWaZmJggCAJGZj5I6idvO/01MOR6n8zJB78d3/eXBZfeA/9A7+i/NIZPAaxxmd71MiYveU3jXCx7L7u+8RKcoAwYjPUpXf1a3Cf/RaNA9lYWBAHVarVROqtWqzUdB+Uil77tybjFhUaNR+u4FEceyuFXvGfF53Qch1QqVe+lzmQau9kA2C/9O/z1K6FShHgKfvdfME984Zq8VhGRzUCB8gIL7SECeyfG9ODyCIxxsbZCqZIBmofcrI1hg1Fc5y4c42Dch4L/B+D/C02FvnGJtN2Fcfau5UvZ0Ky1jeHOXC7XqCGYSqVoa2vD2vrc13K53LgnkUjQ09NDJpMhDEOmpqaYnpqi7+RNdJ/8Txzr429/BqM9L8dEEuzcuZNoNEoYhlQqFQqFAuXJe+j/8tNwghLGBljjEjpxDj7qo9SSp0P9yLd+jdT095uCJ8C9T/wvqundjWPP84jFYrTFPTp+9HbcQ1/FxNJw/WswVz3vnK+f0W/CzEHo2gV7HrduQqq1Ft/3qVarTX8Ww6Lv+6z0a8kY0zgfnTzEJf/fs5Y/t+vx0zf/AE5Nk+jo6Ggsornv7T99WJiGjl6Mqy1ARUTuDwXKNVLz30LN/5NTR/XJlRHvL4l4r2u6ztosfuEp2PC7p864uPF/xo3+ylo2d9NZ3OUkl8s16ggmEgmSySS1Wq1pkYbjOHR3d9PV1UUQBBw/fpxisUh7ezv9/f1Yazl06BDWWnbt2lUfvl7CTv+E4L9/k2D6HtzuS6k+6m0sRLY3ek2ttVzyxRuJlk4sa+eR699Jvr+5qDvWsv3m3yZ9/OuNckgGy/FHvo3yZc8hnU6TSqWIxWK4i0HoP14Ot/7b6ed46C/AL7wfc5aFJbYwC1P3QlsfpmfXitfUm2IbK+8X/5x57Pt+48/iSv2l1ywVP34nbYduwbpRsvueRK1j6KxfeykvO8llf/6kZedtqgNumtYCGhGRNaZAuUbqb8TvxQ//EzB47gvx3JW3DLS2hg2+DnYO4z5UPZMXmO/75HI5crkc+XyeMAwbc1ArlUrTXMu2tjZ6enqoVqucPHkSay19fX1kMhmOHDmC7/vs3LmTRCLR9DUKhXrB9UsuuWRZ4ATw3/cEnPGb77OHEiC2cJC9X2guiG+BatsODjzj08ueu330cwx/4/8sv/5Z78R/6Iux1hKGYSMcend8kvQnXoMJ6q87/6DnMfPkt9b3QjojMDb9urAWp1ogjKbgAfR+tt/+SYY+/UYwDmAJvTiHX/yvlAevOud9xhgSiQRDN/0uke99snlbw1/+c8zzfv9+t0VERFZHq7zXiDEGz/tVvBX2CV9+bQTjLe99kQvD8zw6Ozvp7OxsqkeYy+XwfR/HcfA8j1qt1igf5HleI1ieOHGCubk5tm3bxtTUFIcOHWJkZIRUKtX4Gmf7nGatZXZ2ltm9r2X3xPchKNf3Ug9r8Mj/zaWPfCZQ33Zzfn6e+fl5nGp22fMYwF3hPEB85qeEjocTNi8MKtzzDSY6H9N0bXT+MHv/85VN+6On7vgY+dQwM1e/9Kzfw/S9X2boy2/CrWQJYhmO3fgmcnuf2NxGYzDGNIqDW2tP9wKXcwx+9k2AbYRqxy8z9Jk3cvAVH296Hs/zSKVSdHZ2kkqlTu949Ps3wb+/Ab7zKYhE4Sm/Bj/32rO2WURELh4FStnSli7asdZSKpUaezcvHQL3fZ+TJ08CkErV9zU/evQo7e31YvCHDx9mx44dpNPppudfOm8vDEOOHz/O/Pw83bsfiXPFbXDbv0FlAXY8FvY9txFim3pPOy8hdOOYYMkuQcal2n8N0Wi0MYy+KIh1NvfaUa+t6K+wrWRy4odNtTsXtY3dctZAmZi4ne2f/d3ThcArObZ/5vWMvvADlPtP9y4uBsiVVlxHFiaaAi+AsSHR2SPEYjHS6TTd3d3L6nw2XR+Jwa/+Zf2PiIi0lAKlyCnGGJLJJMlkkv7+fiqVSiNclkqlxnWLczBd120Ez1gsxtGjRxkeHqa9vX1ZD2W1WuXo0aNUKhWGh4fp6OgAwD7uTRSLxXqAPHiwsUgokUjQ2dlJJBLBWsvck95J55dfiQnrw9LVtmGOPeyP8DyPZDJJNBrFdV0cx8Fmfp3w7g/hlGYbC4OCaJq5y5Yv4rFubFmYBEMYSSw7uyhz75fBmEZorc/rdMjc+5WmQHnm99ZxHBzHwRiD2zPcmAvaaIsxOF2DXHLJJWf92iIisj5pDqXIeVhcuLNYJPtctqdKJO94J5XZwyR2PILS1b/D2Ml5HMdhx44duK7bGEpf7IV0HIdYLNYYHq5UKo2ePWMMkUiEaOkkydk7Cb0E5f7r8E2ksfjlTInKNL0/eDvRhcOEnbspPu7/4PbsxvM8IpFIo84mpXl460MgNwmhT6Ma/ys/jb38Kfi+T6lUolAoNFZjd/332+j64b9jwiWlkRyX3HUvo/qsNxONRolEIriui+d5jRB5JvuxN8F/vgmcUwuJrIXXfwJzzc890P9MIiLSIgqUIvfTYjH1+fl5crnmoufRwhH23PISnLB6qnfQody2h+OPu4lYqp1CoUCtVgPqQ+lL5xUunlssj7PSULHneU2hcKW/Xde9XyWC7PQofPAVMPYjSPfCM9+Keehzz379/m/C/3s8TVt8GgN/8E3M3ked99cFsN/+MPz4C/U5kI97KebS+3e/iIisDwqUIquwWEx9ZmaGfD7P4B1/Rsfxzy1bvT324DezMPCUsz6P67rnDImLQXLd1JK85QPw/t+AahGiKfjlf8Jc/6JWN0tERFpEcyhFVsEYQ1tbW6NYevDTUtOKaajvrhP150kkEsTjcWKxGJFIpCkobrS6ieaRL8Y+4oWQn4a2HoyrXyUiIluZ3gVELhBjDN7Aw2Dsq7BklbXBsu3KJ7Ftx54Wtu7CM64H7f2tboaIiKwDG6tbRGS9u+73YNs1pw5ODU9f81uw43Eta5KIiMjFpjmUIhdaUIXRz0H+BPReBcOPue97RERENjAFShERERFZFQ15i4iIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKooUIqIiIjIqihQioiIiMiqKFCKiIiIyKr8/1mnuJHwPET9AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import networkx as nx\n",
"\n",
"G = nx.from_numpy_array(glcm)\n",
"G.remove_edges_from(nx.selfloop_edges(G))\n",
"Gcc = sorted(nx.connected_components(G), key=len)\n",
"H = G.subgraph(Gcc[-1])\n",
"\n",
"color = [centroids[n] for n in H]\n",
"layout = nx.spring_layout(H)\n",
"nx.draw(H, layout, node_size=12, node_color=color, edge_color='lightgray')"
]
},
{
"cell_type": "markdown",
"id": "1f16fe1d",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Pruning\n",
"\n",
"- Remove edges between vertices that have few transitions\n",
"- Remove edges between vertices that are distant in colour space\n",
"- Remove vertices with a large number of different neighbours\n",
"- Remove disconnected vertices.\n",
"\n",
"Now find the longest shortest path between all connected vertices. This is the colourmap."
]
},
{
"cell_type": "markdown",
"id": "d959edea",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Using `unmap`"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "9b5e4230",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/html": [
"<div style=\"vertical-align: middle;\"><strong>recovered</strong> </div><div class=\"cmap\"><img alt=\"recovered colormap\" title=\"recovered\" style=\"border: 1px solid #555;\" src=\"data:image/png;base64,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\"></div><div style=\"vertical-align: middle; max-width: 514px; display: flex; justify-content: space-between;\"><div style=\"float: left;\"><div title=\"#0001afff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #0001afff;\"></div> under</div><div style=\"margin: 0 auto; display: inline-block;\">bad <div title=\"#00000000\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #00000000;\"></div></div><div style=\"float: right;\">over <div title=\"#ab0101ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #ab0101ff;\"></div></div>"
],
"text/plain": [
"<matplotlib.colors.LinearSegmentedColormap at 0x7f3774c0a020>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import unmap\n",
"\n",
"cmap = unmap.guess_cmap_from_array(ima, equilibrate=True)\n",
"\n",
"cmap"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "4eff3ba2",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/html": [
"<div style=\"vertical-align: middle;\"><strong>jet</strong> </div><div class=\"cmap\"><img alt=\"jet colormap\" title=\"jet\" style=\"border: 1px solid #555;\" src=\"data:image/png;base64,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\"></div><div style=\"vertical-align: middle; max-width: 514px; display: flex; justify-content: space-between;\"><div style=\"float: left;\"><div title=\"#000080ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #000080ff;\"></div> under</div><div style=\"margin: 0 auto; display: inline-block;\">bad <div title=\"#00000000\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #00000000;\"></div></div><div style=\"float: right;\">over <div title=\"#800000ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #800000ff;\"></div></div>"
],
"text/plain": [
"<matplotlib.colors.LinearSegmentedColormap at 0x7f3774c97580>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plt.get_cmap('jet')"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "37cf017f",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f377487ddb0>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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