{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data for a transient object" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Introduction\n", "\n", "This notebook introduces how to load data for transient objects within this architecture, as well as the data transformations done as pre-processing before the Gaussian Process fitting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Setup\n", "\n", "Let's load all the classes and functions needed to demonstrate our data processing routines." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Configuration file not found:\n", "\n", " /Users/craigpellegrino/.dustmapsrc\n", "\n", "To create a new configuration file in the default location, run the following python code:\n", "\n", " from dustmaps.config import config\n", " config.reset()\n", "\n", "Note that this will delete your configuration! For example, if you have specified a data directory, then dustmaps will forget about its location.\n" ] } ], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "from caat import CAAT, DataCube, SN, SNCollection\n", "import json\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import logging\n", "\n", "logger = logging.getLogger()\n", "logger.setLevel(logging.ERROR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1. The Catalog of Archival Astronomical Transients\n", "\n", "The backbone of the data in this architecture is the Catalog of Archival Astronomical Transients, or `CAAT`. A `CAAT` is an object that, at its core, contains a data structure of all the objects and their metadata in our sample. This is used throughout the processing and fitting routines to load objects by class, metadata such as an object's coordinate, redshift, and time and magnitude of peak brightness, among others.\n", "\n", "For example, we can output an array of all objects in our sample of a given type and subtype:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['SN2013fs', 'SN2009lq', 'SN2022fuc', 'SN2009N', 'SN2011hj',\n", " 'SN2020dpw', 'SN2004dj', 'SN2021yyg', 'SN2010hq', 'SN2020aavm',\n", " 'SN2022ewj', 'SN2010bj', 'SN2016X', 'SN2016L', 'SN2017ivu',\n", " 'SN2020esm', 'SN1987A', 'SN2016B', 'SN2009ll', 'SN2009lm',\n", " 'SN2018imf', 'SN2020uem', 'SN2018cxn', 'SN2021yja', 'SN2011gv',\n", " 'SN2020sje', 'SN2011cj', 'SN2011ja'], dtype=object)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "caat = CAAT()\n", "caat.get_sne_by_type(\"SNII\", \"SNIIP\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A newly initialized `CAAT` object will load a default catalog, unless one doesn't exist. It also contains methods to save and create new catalog files, in case any users need to keep separate catalogs for different use cases." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2. The SN object\n", "\n", "Data for a single transient is loaded on init of a `SN` object. `SN` objects can be created by specifying either a name or by passing in a dictionary of data. If given a name, `SN` will utilize the default `CAAT` object to find the object's data and metadata. Let's see this in action:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'peak_mjd': 58970.46917415926, 'peak_mag': 18.3122667584888, 'peak_filt': 'g', 'searched': True, 'z': 0.037, 'ra': 204.020901072, 'dec': 28.9833628928}\n" ] } ], "source": [ "sn = SN(name='SN2020ikq') # Instantiate SN class for single object\n", "print(sn.info) # The metadata for this object" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data is first loaded from any `.json` or `.txt` files in the repository, and is initialized as a dictionary:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{\n", " \"mag\": 19.16712675541706,\n", " \"err\": 0.05870756092520456,\n", " \"mjd\": 58967.415468249994\n", "}\n" ] } ], "source": [ "sn.load_json_data()\n", "sn.load_swift_data()\n", "print(json.dumps(sn.data[\"c\"][0], indent=4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also plot this data easily as either fluxes or magnitudes:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "sn.plot_data(plot_fluxes=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3. Processing the data\n", "\n", "A number of steps must be done to go from raw photometry to data that is acceptable as input to the Gaussian Process fitting. \n", "\n", "To normalize the data, the time of data must first be shifted to the object's time of peak brightness, and its magnitude shifted to the magnitude at peak. This is done through two methods: `fit_for_max` (and its interactive version) and `shift_to_max`:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sn.fit_for_max(filt='r', plot=True)\n", "plt.gca().invert_yaxis()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The red data point is the computed point of max brightness. This is automatically saved to the `SN` object and used to shift the data:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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XXYb7778fq1atwne/+12YzWb88pe/xNSpU7Fu3bqM+8hut+OZZ57BCSecgFNPPRUvvvgiFi5ciNraWnz3u9/FrbfeitNPPx2nnXYatmzZgr///e8JKQCGY6z9PxbmzJmDiooK3HvvvXC73XA6nTjyyCMxa9YsPPDAAzj11FNx6KGH4pJLLsH06dPR2tqKTZs2oaysDH/5y18AADfffDOeffZZNDc347LLLkMsFsM999yDQw89FO+//35G7YjFYoP3MRQKYe/evXj66afx/vvv4/jjj8dvf/vbwXNXrFiByspKXHTRRfj2t78NSZLw6KOPphQqjzjiCPzpT3/C1VdfjeXLl8PlcuGMM87A6aefjo0bN+Lss8/GqlWrsHv3btx777045JBDUgqADFMSFDDCjWEmBH//+9/VSy+9VJ0/f77qcrlUi8Wizp07V73iiitSZqrWwu71fPLJJ4Nh1vqw++OOO04FkPYvmW3btqknn3yy6nA41IqKCvXCCy9U29vbE8656KKLhr2mPtRcVVW1paVFXbt2rVpWVqa6XC719NNPVz/55JOEc0YKu9fo7u5WDznkELWurm7wGrIsqzfffLNaX1+v2u12deXKleq2bdvUxsbGjMLus+l/pMlUnfxdmYbdq6qqPvXUU+ohhxyimkymIX2wZcsWdc2aNWp1dbVqtVrVxsZG9bzzzlP/9a9/JVzjxRdfVI844gjVYrGos2fPVu+9996sMlXr75/D4VCbmprUc845R92wYYMqy/KQz7zyyivqUUcdpdrtdnXatGmDqQoAqJs2bRo8z+fzqRdccIFaUVGhAhgMwVcURb3lllvUxsZG1Wq1qkuXLlWfeeYZ9aKLLuLM1kzJIqlqDj0JGYZhckRTUxNWrlw5YvZrhmGYXMA+RAzDMAzDTHpYIGIYhmEYZtLDAhHDMAzDMJMe9iFiGIZhGGbSwxoihmEYhmEmPSwQMQzDMAwz6ZlUiRkVRcGBAwfgdrvTpqRnGIZhGKa4UFUVXq8X06ZNg8GQH13OpBKIDhw4gIaGhkI3g2EYhmGYUdDS0oIZM2bk5dqTSiDSClG2tLSgrKyswK1hGIZhGCYTPB4PGhoaRiwoPRYmlUCkmcnKyspYIGIYhmGYEiOf7i7sVM0wDMMwzKSHBSKGYRiGYSY9LBAxDMMwDDPpmVQ+RAzDMAyTKbIsIxqNFroZkwKz2Qyj0VjQNrBAxDAMwzA6VFVFe3s7+vv7C92USUVFRQXq6uoKlieQBSKGYRiG0aEJQ1OmTIHD4eBEvnlGVVUEAgF0dnYCAOrr6wvSDhaIGIZhGEYgy/KgMFRdXV3o5kwa7HY7AKCzsxNTpkwpiPmMnaoZhmEYRqD5DDkcjgK3ZPKh9Xmh/LZYIGIYhmGYJNhMNv4Uus/ZZDZeqCoQ7ad/0yFJgLmC/mUYhmFKl5gfeMxF/z/PB5ichW0PMyIsEI0XMR/QtxWIetKfYy4DqpYB5vzVamEYhmEmL5Ik4YknnsBZZ5017t+9cuVKLFmyBHfddde4f3cmsEA0XphcgKkCiHgAx/Sh7wdaAXMlnccwDMOUNLIsY/NHQFs/UD/1JTSvPLngeXaY4WEfovFCkgDXTMBgApQwvdb+lDAdd85kcxnDMEyJs3HjRsw96BAc/1Pggl8Dx594GubOacLGjRvHtR2RSGRcv6/UKQmBaM+ePfja176GWbNmwW63Y86cObjppptK72ZbqgDbNCDcnXg81A3YpwOWysK0i2EYhskJGzduxNq1a7GophWvrQe8DwKvrQcWVbdi7dq1eRWKVq5ciW9961v4zne+g5qaGpxyyikpz2tra8Opp54Ku92O2bNnY8OGDQnvf+9738NBBx0Eh8OB2bNn4wc/+EFC5Nf69euxZMkSPProo2hqakJ5eTnOP/98eL3ewXP8fj+++tWvwuVyob6+HnfccUd+fnQOKQmBaMeOHVAUBffddx8+/PBD3Hnnnbj33ntxww03FLpp2aFpiSQTIIfomBxi7RDDMMwEQJZlrLv6Spy+VMWTVwFHzQNcNvr3yatUnL4U+O6670CW5by14ZFHHoHFYsErr7yCe++9N+U5P/jBD3DOOefgvffew4UXXojzzz8f27dvH3zf7Xbj4YcfxkcffYS7774b999/P+68886Ea+zatQtPPvkknnnmGTzzzDN48cUX8bOf/Wzw/WuuuQYvvvginnrqKTz33HN44YUX8O677+bnR+cKtUT5+c9/rs6aNSurzwwMDKgA1IGBgTy1KgMURVW731XVlidVtedtVd33pKr2bKHjDMMwTEEJBoPqRx99pAaDwaw/u2nTJhWA+tp6qOrvhv69uh4qAHXTpk25b7iqqscdd5y6dOnSYc8BoH7jG99IOHbkkUeq3/zmN9N+5vbbb1ePOOKIwdc33XST6nA4VI/HM3jsmmuuUY888khVVVXV6/WqFotFfeyxxwbf7+npUe12u3rllVem/Z7h+n481u+S0BClYmBgAFVVVcOeEw6H4fF4Ev4Kjl5LFOln7RDDMMwEoa2tDQCwsCH1+wtnJJ6XD4444ggAwC233AKXyzX4t2/fvsFzjj766ITPHH300Qkaoj/96U845phjUFdXB5fLhe9///sJnweApqYmuN3xiOj6+vrB0hu7du1CJBLBkUceOfh+VVUVDj744Nz90DxQkgLRp59+invuuQf/+Z//Oex5t956K8rLywf/GhrSjNLxRvMlCnWw7xDDMMwEQavBta0l9fvb9ieelw+cTsp39I1vfANbt24d/Js2bVpGn3/ttddw4YUX4rTTTsMzzzyDLVu24MYbbxzis2s2mxNeS5IERVFy8yMKREEFouuuuw6SJA37t2PHjoTPtLa24otf/CLOPfdcfP3rXx/2+tdffz0GBgYG/1pa0ozS8UbTEjlmsnaIYRhmgtDc3Iymxhm45WkJybKBogC3Pi1hVlMDmpub896WqqoqzJ07d/DPZIpn2Xn99dcTzn399dexYMECAMCrr76KxsZG3HjjjVi2bBnmzZuHvXv3ZvXdc+bMgdlsxhtvvDF4rK+vDzt37hzDL8o/Bc1DtG7dOlx88cXDnjN79uzB/x84cADHH388VqxYgd/+9rcjXt9qtcJqtY61mfnBWg1ULeXspQzDMBMEo9GIO355N9auXYuz7pRw/ZkqFs4gzdCtT0t4ZguwYcNdBc9H9Pjjj2PZsmX4/Oc/j9/97nd488038eCDDwIA5s2bh3379uGPf/wjli9fjr/+9a944oknsrq+y+XC1772NVxzzTWorq7GlClTcOONN8JgKG6jVEEFotraWtTW1mZ0bmtrK44//ngcccQReOihh4q+YzOChSGGYZgJxZo1a7Bhwwasu+rbWLG+dfD4rKYZ2LDhLqxZs6aArSNuvvlm/PGPf8Rll12G+vp6/OEPf8AhhxwCADjzzDNx1VVX4Vvf+hbC4TBWrVqFH/zgB1i/fn1W33H77bfD5/PhjDPOgNvtxrp16zAwMJCHX5M7JFUdrrhWcdDa2oqVK1eisbERjzzySIJ0XVdXl/F1PB4PysvLMTAwgLKysnw0lWEYhilhQqEQdu/ejVmzZsFms436OnLYg80/LqdM1Wf/jTNVZ8BwfT8e63dJlO54/vnn8emnn+LTTz/FjBkzEt4rAXmOYRiGmWQYjUasPES8OO5YgIWhoqck7E4XX3wxVFVN+ccwDMMwRYfJCVyg0h+7R5QEJSEQMQzDMAzD5BMWiBiGYRiGmfSwQMQwDMMwSbBLxvhT6D5ngYhhGIZhBFoG5kAgUOCWTD60Pk/Ogj1elESUGcMwDMOMB0ajERUVFYN1uRwOBySuJpBXVFVFIBBAZ2cnKioqCpaegAUihmEYhtGh5bfThCJmfKioqMgqt2CuYYGIYRiGYXRIkoT6+npMmTIF0Wi00M2ZFJjN5oInrmSBiGEYhmFSYDQaC75IM+MHO1UzDMMwDDPpYYGIYRiGYZhJDwtEDMMwDMNMelggYhiGYRhm0sMCEcMwDMMwkx4WiBiGYRiGmfSwQMQwDMMwzKSHBSKGYRiGYSY9LBAxDMMwDDPpYYGIYRiGYZhJDwtEDMMwDMNMelggYhiGYRhm0sMCEcMwDMMwkx4WiBiGYRiGmfSwQMQwDMMwzKSHBSKGYRiGYSY9LBAxDMMwDDPpYYGIYRiGYZhJDwtEDMMwDMNMelggYhiGYRhm0sMCEcMwDMMwkx5ToRvAMAzDMJMSVQWi/fRvOiQJMFfQv0xeYYGIYRiGYQpBzAf0bQWinvTnmMuAqmWA2T1uzZqssEDEMAzDMIXA5AJMFUDEAzimD30/0AqYK+k8Ju+wDxHDMAzDFAJJAlwzAYMJUML0WvtTwnTcOZPNZeMEC0QMwzAMUygsVYBtGhDuTjwe6gbs0wFLZWHaNQlhgYhhGIZhCoWmJZJMgByiY3KItUMFgAUihmEYhikkyVoi1g4VBBaIGIZhGKaQ6LVEkX7WDhUIFogYhmEYptBoWqJQB2uHCgSH3TMMwzBModG0RLKftUMFggUihmEYhikGrNVA1VLA5Cx0SyYlbDJjGIZhmGKBhaGCwQIRwzAMwzCTHhaIGIZhGIaZ9LBAxDAMwzDMpIcFIoZhGIZhJj0lIxD99Kc/xYoVK+BwOFBRUVHo5jAMwzAMM4EoGYEoEong3HPPxTe/+c1CN4VhGIZhmAlGyeQhuvnmmwEADz/8cGEbwjAMwzDMhKNkBKLREA6HEQ6HB197PJ4CtoZhGIZhmGKlZExmo+HWW29FeXn54F9DQ0Ohm8QwDMMwTBFSUIHouuuugyRJw/7t2LFj1Ne//vrrMTAwMPjX0tKSw9YzDMMwDDNRKKjJbN26dbj44ouHPWf27Nmjvr7VaoXVah315xmGYRiGmRwUVCCqra1FbW1tIZvAMAzDMAxTOk7V+/btQ29vL/bt2wdZlrF161YAwNy5c+FyuQrbOIZhGIZhSpqSEYh++MMf4pFHHhl8vXTpUgDApk2bsHLlygK1imEYhmGYiYCkqqpa6EaMFx6PB+Xl5RgYGEBZWVmhm8MwDMMwTAaMx/o9ocPuGYZhGIZhMoEFIoZhGIZhJj0sEDEMwzAMM+lhgYhhGIZhmEkPC0QMwzAMw0x6WCBiGIZhGGbSwwIRwzAMwzCTHhaIGIZhGIaZ9LBAxDAMwzDMpIcFIoZhGIZhJj0sEDEMwzAMM+lhgYhhGIZhmEkPC0QMwzAMw0x6WCBiGIZhGGbSwwIRwzAMwzCTHhaIGIZhGIaZ9JgK3QCGYZiSRFWBaD/9mw5JAswV9C/DMEUNC0QMwzCjIeYD+rYCUU/6c8xlQNUywOwet2YxDDM6WCBiGIYZDSYXYKoAIh7AMX3o+4FWwFxJ5zEMU/SwDxHDMMxokCTANRMwmAAlTK+1PyVMx50z2VzGMCUCC0QMwzCjxVIF2KYB4e7E46FuwD4dsFQWpl0Mw2QNC0QMwzCjRdMSSSZADtExOcTaIYYpQVggYhiGGQvJWiLWDjFMScICEcMwzFjQa4ki/awdYpgShQUihmGYsaJpiUIdrB1imBKFw+4ZhmHGiqYlkv2sHWKYEoUFIoZhmFxgrQaqlgImZ6FbwjDMKGCTGcMwTK5gYYhhShYWiBiGYRiGmfSwyYxhGKZY4QKyDDNusEDEMAxTrES9QOfmkQvITlkJWMrGrVkMMxFhgYhhGKaYCbQD/j3ktJ1MuAdwzRr3JjHMRIQFIoZhmGLF7AbK5wGBfYClHDBY4+8pYSDSB5QdROcxDDMm2KmaYRimWJEkoHwRYK0Fwl30WvsLdQG2KUD5QvYfYpgcwAIRwzBMMWOtBqoWA7EAaYUA+jfmByoPA6xVhW0fw0wQWCBiGIYpZjQtkaUGCHXSsWAna4cYJsewQMQwDFPs6LVEUS9rhxgmD7BAxDAMU+zotUSBFtYOMUweYIGIYRimFNC0RAYza4cYJg9w2D3DMEwpIElAxWJAiQEVi1g7xDA5ZlQaolgshn/+85+477774PV6AQAHDhyAz+fLaeMYhmEYHdZqoHYFa4cYJg9krSHau3cvvvjFL2Lfvn0Ih8M46aST4Ha7cdtttyEcDuPee+/NRzsZhskHXCur9DA5C90ChpmQZC0QXXnllVi2bBnee+89VFfHU8mfffbZ+PrXv57TxjEMk2diPqBv68i1sqqWcTZkhmEmNFkLRJs3b8arr74Ki8WScLypqQmtra05axjDMOOAyQWYKoCIB3BMH/p+oBUwV9J5DMMwE5isBSJFUSDL8pDj+/fvh9vNO0iGKSkkCXDNhOxvwebNr6Gty4P6qTVoPnopjIgCBhPgnMnmMoZhJjxZC0Qnn3wy7rrrLvz2t78FAEiSBJ/Ph5tuugmnnXZazhvIMEx+2fjMC1h31WXY09I5eKypYQru+P4lWLP2fMBSWcDWMQzDjA9ZR5ndcccdeOWVV3DIIYcgFArhggsuGDSX3XbbbfloYwK//vWv0dTUBJvNhiOPPBJvvvlm3r+TYSYqGzduxNpzz8Wi2k68th7wPgi8th5YVNuJtd+4DRuff4+1QwzDTAokVR0uvCQ1sVgMf/zjH/H+++/D5/Ph8MMPx4UXXgi73Z6PNg7ypz/9CV/96ldx77334sgjj8Rdd92Fxx9/HB9//DGmTJky4uc9Hg/Ky8sxMDCAsrKyvLaVYYodWZYxd04TFlXvx5NXAQbd9khRgLPulLCtdwY++XQ3jEZj4RrKMMykZzzW71EJRIXiyCOPxPLly/GrX/0KAPkzNTQ04IorrsB111034udZIGKYOC+88AKOP/54vLYeWD4H2LwDaOsH6iuA5vnAm7uAFeuBTZs2YeXKlQVt65jh9AIMU9KMx/qdkQ/R008/nfEFzzzzzFE3ZjgikQjeeecdXH/99YPHDAYDTjzxRLz22mspPxMOhxEOhwdfezzDhBYzzCSjra0NALCrE/h/vwb2dMXfa6oFfrI28byShtMLMAwzAhkJRGeddVbCa0mSkKxYksSuKlUEWi7o7u6GLMuYOnVqwvGpU6dix44dKT9z66234uabb85Lexim1KmvrwcAfOW/gdOXAn+4HFjYAGxrAW55GvjKvYnnlTScXoBhmBHIyKlaUZTBv+eeew5LlizB3//+d/T396O/vx9///vfcfjhh+PZZ5/Nd3uz4vrrr8fAwMDgX0tLS6GbxDBFw4oVK2C1GLFqCfDkVcBR8wCXjf598ipg1RLAZjFixYoVhW7q2BHpBWAwAUqYXmt/SpjTCzAMk33Y/Xe+8x3ce++9+PznPz947JRTToHD4cB//Md/YPv27TltoEZNTQ2MRiM6OjoSjnd0dKCuri7lZ6xWK6xWa17awzClzquvvopwRMaNqxMdqgF6fcNq4JktMl599dXS9yECAEsVYJsGBPcBjhnx46FuwNnI6QUYZpKTddj9rl27UFFRMeR4eXk59uzZk4MmpcZiseCII47Av/71r8FjiqLgX//6F44++ui8fS/DTFQ036CFDanfXzgj8bySR9MSSSZADtExOcTaIYZhAIxCIFq+fDmuvvrqBE1NR0cHrrnmGnzuc5/LaeOSufrqq3H//ffjkUcewfbt2/HNb34Tfr8fl1xySV6/l2EmIppv0LY0luRt+xPPmxBoWqJwN70OdQP26awdYhgme5PZ//zP/+Dss8/GzJkz0dBAW8uWlhbMmzcPTz75ZK7bl8CXvvQldHV14Yc//CHa29uxZMkSPPvss0McrRmGGZnm5mY0Nc7ALU+34smr1CF5iG59WsKsphlobm4uXCNzjaYlCh0AIv2sHWIYZpBR5SFSVRXPP//8YHTXggULcOKJJw5GmhUr45aHiHOeMCXCxo0bsXbtWpy+FLj+TBULZ5Bm6NanJTyzBdiwYQPWrFlT6GbmFlUFercC3u1A2SFA5WH8HDJMkcOJGXPMuAlEUS/Q+zbnPGFKgg0bNuDbV1yGtvZ4IqJZTQ34xR13TTxhSCPcAwxsB8oPAaxVo7sGb3wYZtwomsSMen70ox8N+/4Pf/jDUTdmwsA5T5gSYePGjbjmu1clCENlZW589aJLsXr16gK2LM9Yq4GqpYDJOfprcLJHhplQZK0hWrp0acLraDSK3bt3w2QyYc6cOXj33Xdz2sBcklcJM3m3GO4lLZG5DDDa6JgkAZIZiA4ANUePfmfKTBwKqGWIm8tUrJgL3PtvYG93/P2ptdX4zb2/nbhaorGimd4C+9JvfJyNbJJjmBxQlBqiLVu2DDnm8Xhw8cUX4+yzz85Jo0qS5N2iqgLBA0D/+7QbBUgjZC4DyhZwVAtDFEjLIMsy1l19JU5fquKrnwfOu4eyVf/xW/Fs1T95qgdr166dmH5EuUDvoK2E4xsfgMP5GaYEyZkP0QcffIAzzjgjr7mIxkreNUTJu8VIP9C/jQSh6IAI+a0FalewdoghCqRl0Aq7vvxD4Mv/DSxqQMqK96vvBD7sbeCK9+nQ7l9yskf/ftYOMUwOGQ8NUdZ5iNKhlceYtKQqDWCpIAEo0k3HDWaaNFk7xGgUqKSElmzRE6SirjecCagAXvgI+MOr9K8KOr57Tws2b96c0++fMHCyR4aZMGRtMvuv//qvhNeqqqKtrQ2PPvooTj311Jw1rCRJLg0gSYC9DhjYQU7UlgqeJJmhFKCkhJZs8a3P6PWkqHifL5LvH5cCYZiSJGuB6M4770x4bTAYUFtbi4suugjXX399zhpWkuh9CuQQ+RQYrICtht5j7RCTilTjJs9aBi0p47PvUzrqSVHxPl9wskeGmRBwHqJck+xT4N8PmMsBgxEoP5R9h5jUpBo3efZB2bhxI8455xyYjcApi4Gnrk7hQ/RL4J8fGjHgDcBiseSlHXlhvKP3ONkjw+SVovQhuvTSS+H1eocc9/v9uPTSS3PSqJJG71Og7RYrFwNVh7MwxKQn1bjJs5ZhzZo1uPnmmxGVMWzF+1CEKt6XFFr0Xtfm9H99W+m8XKDdP8dM1g4xTImStUD0yCOPIBgMDjkeDAbxv//7vzlpVMmj+RSEOuKFI8eSAI6ZHKQaN3lm3rx5AMhMJitxp+p/bQP+9SGwvZXOa21tzXtbcoqWHFUF9WXyn4rcJ0fVkj3yxodhSpKMfYg8Hg9UVYWqqvB6vbDZ4jk3ZFnG3/72N0yZMiUvjSw5tN2i7OfdIpM5BRg32jP7q38A922KO1WbDEBMiZ93zbrvwG63l04+okLlCOKND8OULBkLRBUVFZAkCZIk4aCDDhryviRJuPnmm3PauJImF6UBmMlHAcaNQQJueIycqr++Evj+BuCLhwHXnUFh+W99Bvz9/W6cc845+POf/1w6QlEBovcYhildMhaINm3aBFVVccIJJ+DPf/4zqqriamGLxYLGxkZMmzYtL40sWVgYYkbDOI6b9vZ2GCTgi0uAC48BLroPWLUEuKiZEjbqw/BdNuCb3/gPrF69ujSSNBYgeo9hmNIlY4HouOOOAwDs3r0bM2fOhMSTCcOUPF1dXYgpwDHzgPN/RceOmRcv5aEPw//pU8AzW3rw05/+tHSKOOczRxBXu2eYCUVGYffvv/8+Fi5cCIPBgPfff3/YcxcvXpyzxuWacQm7Z5gS4ne/+x2+/OUvo7EGqHYB7+4BGmuAxTNTl/I48w7g7dZqtLZ1lIaWCADCPUD363ENUa4KK0e9VMCZq90zTN4pmuKuS5YsQXt7O6ZMmYIlS5ZAkiSkkqMkSYIsyzlvJMMw+WH6dKqftrcbuHYVCUR7u6nIa6ow/BvPAlas78HmzZuxcuXK8W7u6NC0RFqOoFz5DmmRbBFP+jp0uY5kYxgmb2QkEO3evRu1tbWD/2cYZmLQ3NyMmpoqdHf34sLPAzdtBLq9ZCZLxULhm1xSpTzyFb3H1e4ZZkKRUR6ixsbGQZ+hxsbGYf8YhikdjEYjrrjiSgCUc+iKk+n4tpbU52+jSh+lV8ojXzmCNO1TuDvxeKh73HJJMQyTG0ZVuuOTTz7Bpk2b0NnZCUVREt4rZmdL9iFimKHIsozp9VOxbEYPnvgO0PBtYNls4OkUpTzOulPCtt4Z+OTT3aXjQ5RvNB8lS0XcTynSnztfJYZhiseHSM/999+Pb37zm6ipqUFdXV1CtJkkSUUtEDHMuFFCEUhGoxG/ufe3WLt2LdbcreLKU4AbH6c6ZjesJjPZtv3ArU9LeGYLsGHDXSwM6eFq9wwzIchaQ9TY2IjLLrsM3/ve9/LVprxRUA1RCS2QTA4owQikjRs3Yt3VV2LPXrKLJWerntXUgF/ccVfpJGYcT/IVycYwDIAi1RD19fXh3HPPzUdbJjZasckSWiCZMVCCEUhr1qzB6tWrsXnzZrS1tQ2W9ejs7ER9fT2am5tZM5SOfEWyMQwzbmQtEJ177rl47rnn8I1vfCMf7Zm4lOACyYyBEo1AMhqNCeH0siwPCkibN29moSgdxVS/kLXRDDMqshaI5s6dix/84Ad4/fXXsWjRIpjN5oT3v/3tb+escROKEl0gmTFQ6FpaY1wYk01oANDUOAN3/PJuNpuloljqF7I2mmFGRdY+RLNmzUp/MUnCZ599NuZG5YuCR5mpKtC7degC6d9PC2TlYSwQARNrh1vICKQx+DFt3LgRa9euxelLVdxwZrx8xy2DjtUbWCgqNrTnRlGAgQ9oXrEnpUeQJNJSu5p4vmFKivFYv0cVdl+qFFwgAjhENxNK0CE5LclC8HgKv9p3B/alN9OmaIssy5g7pwmLqvenLN/BofdFiv65iXoAz07A5AAMlvg5kgVw1AFTv8DzDVNSjMf6nVFiRiaHJCdy4wRuQ9H8rVRQ3yT/qSgdfyvNVCqZSPAdT9Oo9t0GE5lpJSn+p4TTtmXz5s3Ys3c/bjgzdfmO689UsXtPCzZv3pz/38Bkjv65cc8Hyg4mYcg6hf5UAEoMcM7l+YZhUpC1D9HVV1+d8rgkSbDZbJg7dy5Wr16NqirefaRE70s03gtkqTDR/K0KGYE0Cj8mrSzHhCrfkSuK2Zyrf27UCJnLwj2AEgEkAFBIU+hqLJ1nh2HGkawFoi1btuDdd9+FLMs4+OCDAQA7d+6E0WjE/Pnz8Zvf/Abr1q3Dyy+/jEMOOSTnDZ4QcIjuyBTaITmXFDICSb9IyqG4mXYYoVIry7GtBThq3tBLlmz5jlxQ7A7L+ufGPh2w1gChDiHAmQD3waX17DDMOJK1yWz16tU48cQTceDAAbzzzjt45513sH//fpx00kn4f//v/6G1tRXHHnssrrrqqny0d2KgLVKOmaWl6RhP9KYmOUTHSlE7pJGvWlqZkKWZtrm5GU2NM3DL0xKSKvNAUShj9aymBjQ3N+e54UVIsZpzVRUI9wK+3WQW8+4Bet8DogOAbw/g3QUoQQAKnRfpG17LxTCTkKydqqdPn47nn39+iPbnww8/xMknn4zW1la8++67OPnkk9Hd3Z3mKoWhKJyq9cT8hQ/RzQX5MiMU0iF5opFlJuV4lBn5DA0t3zGJo8ySAyM0ChkgEfUCnS8BvVtI4PFsp2fSYAciPYAiA84G0lxVHArYp5ZGUALDCIoyU/XAwAA6OzuHCERdXV3weEiNXFFRgUgkkpsWTmQmgjAE5M+MwP5WuSNLM+2aNWuwYcMGrLv6SqxYH89DNKtpBjZsmOTlO4rRnGtyAdZ6wPgxYLeRM/XAR7QJsVQCchRwTCOTmcFWOkEJpYyiAIG9gKqkP0cyAI7GodELTEHIWiBavXo1Lr30Utxxxx1Yvnw5AOCtt97Cd7/7XZx11lkAgDfffBMHHXRQThvKFDH5zMLN/la5YRR+TMmlPMZUvqOYnZGzZRR+WePWpn63eN7KAKMViHQDthrAbARstYDRwhuL8SLYBuz+Pd2DdFhqgNkXA84U8yYz7mQtEN1333246qqrcP755yMWi9FFTCZcdNFFuPPOOwEA8+fPxwMPPJDbljLFSz6jwoqpJEKpM4pMysmlPEZNsTsjZ0suKtznUkhUVTLBhzxA3zZACQGxAJnLIn2kMVIiQMwD1B5D56sqP0/5xOgk86V319AEmQAJTGVGOo8pCrIWiFwuF+6//37ceeedg1mpZ8+eDZcrvvtfsmRJzhrIlAj5NCMUS0mEiUCh+nCi1fLLhTk3l0JizAf4dpGAFWwBwv0AFEAOkKO30UrCkXUKYHTQOJhybGkIn6WKJFG/hzsAVQZMuo1iLESaI8NiFkqLiKwFIg2Xy4XFixfnsi1MqaLtdM1uwBsEgh1xM4IcpOPR/rGZQ1gYKm00ASLYCoS7AIM1/p4Sjo+TSF/pmM7Gas7NpZBodAIwAtapgGUqCUSSETA4ACVK70s2imw1OcnfqFSEz1JFkgCzcK4PtZPJUiPUCRjMNIaKfZxPIkYlEL399tt47LHHsG/fviHO0xs3bsxJw5gSQtvpRgaA4AGg/33S6oR7AGst0P8BYCkvHXMIk0jMDzwmFs/zfKMXTi1VJOh0vgCY7PHjoR7ANgXo30YJBEvFdDZWc24uTc2ynzYdgT1kFot5ADmMwcwqSoiewXAPEK0BbCWyEJey75nZDdQcDvS8QfcFRtISxUIAhDN19eHFP84nEVkLRH/84x/x1a9+Faeccgqee+45nHzyydi5cyc6Ojpw9tln56ONxUcpP6T5QL/TrVhMC5tWMqB8IRBsB2AizVGoc+jntb6yVE6O/ioxZFnG5o+Atn6gfupLaF558ugcqyWJykl0bSYzk30a+bWYnGRWNbnIr8JcWTp+FWM15+bK1GxyAY4GMedYAZgBNUjvSUbKTSQZRfFXlZ7XUqCUfc8kiebDisNIQxQZoI1ApJ/MlhWHARWLeM4rIrIWiG655RbceeeduPzyy+F2u3H33Xdj1qxZ+M///M/Jk7m2lB/SfKDf6RptpBr27wFcswAogO9TUtv3vJr68yYHULmUfRoyYZyF8Y0bN2LdVd/Gnn3iwK9PQ1PjDNzxy7tHF3pvtJK5rG8LmXViPsrZ4/sMUKOkjTK7SeNhKJGxMBZzbi4i1lSVTI1QAYORynZIEgAJkFTyXzGaAIiadtaq0gnzLnXfM0sVULUI6HsL8O8jJ2s5IPKpLaJzIn2TZ/Nc5GQtEO3atQurVq0CAFgsFvj9fkiShKuuugonnHACbr755pw3sugo9Yc0HySUDKijSd1WR33kPphMaRLIhKYn1Ek7V9u0ydVfo2UchfF4ckYVf7iUapttawFueboVa9euHV1yRrMbqFoCeD4kAchaBbjmAmYXaRDNVcLPpYBjYbzzx4w1Yi3mA7pfA3reJcfqSB9lpVYUAFGx0FpIULI2ADUrSmfjUep1DWU/CaxGF5kw/XsoD5TJRc9w98uTa/Nc5GQtEFVWVsLr9QKgrNXbtm3DokWL0N/fj0AgkPMGFiWl/pDmg2QtUdnBIsrCDFQsBHrfAgIttAgahUOtEqYdrKOeC05myjgJ47IsY93VV+L0pSqevCq+7h81D3jyKhVn3Snhu+u+g9WrV2dnPtPMCM7XgYEPANtUEobUSPGMhVA70PJEvNSJHlUV/jjVQMPZqcOps9XQjTViTUvKaHICrtkUVdYTA6Qe8lcxSIDRTuaaqsOByhKLbCrGRJiZYnLRvaw4mMZVsIM2jLWfpzkyeGDybZ6LmKwFomOPPRbPP/88Fi1ahHPPPRdXXnkl/v3vf+P555/HF77whXy0sTgp5Yc0XyT3iVZqwzWbFvBgG9VWMk6h88P94IKTWTJOwvjmzZuxZ+9+/OGSoUoQg4HKeaxY34LNmzdnl6dIVUm7UnEI4N8NyBGRP6cLgARY63TnFWjRttUBtnoSiNzzE9+Tg0DXi6TV9HxC5uBkRrPjH0vEmiQB7kbAWwd4Pia/JmulMKNJgGQR31EDVC8rvWetGBNhZookkYDvmgu49ws/uvlA2TzaBIzXb2C/14zIWiD61a9+hVCIim3eeOONMJvNePXVV3HOOefg+9//fs4bWLSU8kOaL9LtdA0GmrB99aQlksNkPoNCWo5CawTywVgmoJE+q4K0AaFuwJkfYbytrQ0AmclSsXBG4nkZE/MB/e8BUR89M6E2INYPxIKUUTnYCvSrhTUhSBLgnif8nDoAk64dUQ8gmUlgckwfeu9Gq6Eba8SapQqwN1A9M02zZTAAMkgABWjMRD1AcD85YBfzM5f8DGhj3rubSpAEDgAu4URe7FiqSAjS/OQqF1PEX6B1/DbP7PeaEVkLRFVV8aKFBoMB1113XU4bVFLkIlvtRCPdTtdSBbgOjmuJVBUTWjs0lgkok89Cpck1T8K4FiCxrYXMZMls2594XsZoJj/TAFB1JND3DrXdXAmUL6FFr9AmhKiXFquYD+jYkVhWwd9KKQLC/UCkl4Q4jbHeg7FErEkSULEA6KijzMgGKyDZAWOY/m9xU2RTqBvwfkrPXDEvfKmegagH8O4E/J9RkIalRJzvNS2Rew7dW/dc0u6O5+aZ/V4zokRCDYiXXnoJZ5xxBqZNmwZJkvDkk08WtkHark4ycfFRDa1PHDMT+0JT69vryeyghIrDXyRfaBOQCsA+feifivQTkNEJqAYg4iVnzOS/iBcwVQKO2XFtQKibrpsj4bK5uRlNjTNwy9MS+ebqUBSqej+rqQHNzc2ZXVCLhIr00UKshCgxnckpNGUuwFREdbZC7aS1inoAfwv5fvhb6LUSA5QAvdZr8XJxD0YjDA1GmUlA+WHUr2qUBCxLFUVx2htog2KrFceKfOFL9fy455PfDQxCI1Zg5/tssFRR+x3TSTuU4+d1RLR52SAiDSUp/jeccKaNrXBv+r9I3/Ca8BIiYw1Rpo6TsiyPujEj4ff7cdhhh+HSSy8tnmrbXHx0KOl2upqWyLcbgDRxtUMaljLK3B3qHOrrIwfp/VRoSfa8H5N5w2COv6foQtNdjUC4PS/CuNFoxB2/vBtr167FWXdKuP5MFQtnkGbo1qclPLMF2LDhrswdqvU7flUlZ9JwF/VFuIf6x7MDqPtC4ceE2Q3YZ1COJMlMwpCtmhJIWiqFVmI6mdMivTTeC2kuj/mA3i2kfQ0PUHRc8ABFM0kWEo6UICDJAAykmSx2UvnKSRJtqKIeMZeU0GYqnTsBMLJAkSvfntH4vU4yU1vGApGqqmhsbMRFF12EpUuX5rNNaTn11FNx6qmnFuS708LFR1OTaqeraYlCh5EPUSlNaNkS8wH+vYmZuzW0DN6+PfRv8kSiJdnz7gKgUIJLDX1oumMmEO7LmzC+Zs0abNiwAeuu+jZWrG8dPD6raQY2bLgru01Jgsp+Br3u30bvGcUu31xBu+hCjwlJAmo+B3RuovuIKKnFzE4yl9nrSJg3WkiLZEVhzeUmFwk+A6KWWcQvAhZUwFJB2rgAgI4XqZ0mB2CtSS+QFwupFnBLBUX4lZXgZirV5nk8BY7R+L1OMlNbxgLRm2++iQcffHAwEeOll16KCy+8EJWVxTsow+EwwuHw4GuPZzifjDHAxUczx1oN1K2k/0/k/jI6yZnVYBdZl020gMoRem20UxK9VBmZNZ8Dbz0Q2C+iUaxD0xQYDHkXxtesWYPVq07E5h+XU6bqs/82ukzVyTt+SwWZb0Id9HsCB4DKwygvUTFgq6HQaH8LYFSASCdl1jZYAEcTlb4om09avEKbyyUJKJ8PdPybhMxIt9AKRYEI4v9XQpQU0FpD85XZHW/veOdeyoR0C7jZVZqbz1Sb5/EWOLL1e51kKWYyFoiWLVuGZcuW4c4778SGDRvw0EMP4Xvf+x7OOOMMfO1rX8NJJ52Uz3aOiltvvXX8EkVO5MU910yGvpL9pAr3fUpO5LEA+Q5EBuj3R3rFxJ4m4sdSJRJaCpOYbWrqNAXjIIwbrWVY+ZMc+AgkT8b2OvKBCnWT5qV8YfFMrJIE1B4DdL0MeD8hLZ3JJbI8myjyzFwBGJzk6Os+mMwe4d7ChC9bq4HqYyg5o9kByOU05iCTUG6wkq+jCkoZ4NtFv0XTOgyXe2nwO2qAxvMpyisbxhJxOdECV5Kf1/EWOEaT82oSpZjJOsrMZrPhy1/+Mr785S9j9+7d+NrXvoYvfvGL6OrqSohAKwauv/56XH311YOvPR4PGhrSxBEzTC4xuQBzDS1Ksp/8fuQQoMbofVUBgl3pI34GtUR1pCWKepE2TUEpCJjaomh2AX1dIvWCmfok0EKRN9F+OtdgKI58KJqWKLBfmJ5ilCcp0kvHYv3k4B7uBYziNTD+PhWa46u1nIQV/15Q/iEFkGXApFKfSkbKh2OtJuFIr50cLvcSAHh3kIbMVpd9+8ZiFhpr0spiJJVv5XgKHNn6vU6iFDOjqna/f/9+PPzww3j44YcRCARwzTXXoKys+OzRVqsVVqu10M1gUjHRE4VpYdDdM4EBP2kYIv30r9FGzqEjRfwkaIl6AYOjdB3RtUUx0EFajHAnLX6hbhIOe96icGrXXMA+tTicNPVaIq02n20KmT6NNhH9BFGY1k6fGU+fCu0ZiniAzleB7teBgR1kfoz5AQh3gUiE+t9URs78gf0kOOlD1g0GStro3QHIvkTH66iHHPurl4/OXDZWs9BED1wZb4FjNH6vE01Tl4aMBaJIJIInnngCDz74IDZv3oxTTz0Vd911F0499dTRVb5mJjeTIXrBWk25dny7xOsK0ooYLbQbt1SkD3XVhEVLGS0UsQD1g6WMtAHJwmKxC5hGJwCJfFlcs+m+G92Aw0Yh4WqMHMwN1uJy0tS0RMFWKo+h9x3STBxmB5073rvmqBfo3Exm2L7tVBcrpAlDft2JCqAAUKzkhG8wp64X55pD2qGBD4DyQ+LHA/tFuZVZo2vnWM1CkyFwZbwFjkxM7clzitlNUbO+fXQfzW6h9a2YMPckY4Govr4ebrcbF110EX7zm99gyhSKfPH7/Qnn5VNT5PP58Omn8VT5u3fvxtatW1FVVYWZM2fm7XuZPDAZohckCahaDPS+QSHl1hqRH6aGhCLHjJFDXVVQVudQO01e/dsoQi9ZWCx2AVNLJeDbSb8p5iNHZesUsVCGAJOZ/FqKadGTJGDK56mNkonumWs2CSPF4FMRaCftlRIGwh4gEgAQTTpJBWCkP6sbcB+UOsJTryWKemi8jFU7pDFWs9BED1wphGlwpL5MnlO0dBnB/bSJ6f+A/CJLedOaRMYCUV9fH/r6+vDjH/8YP/nJT4a8r6oqJEnKax6it99+G8cff/zga80/6KKLLsLDDz+ct+9l8sBkiV7Qa4miHpo4rHXptUPAUGHR5BR5h2bFU/4nC4vjLWBmq5EyuQDbTMC0i4QjVyPg20vCoRymRVeWAUtt/PrFcu9tNcD00wH/vngpmmxMHPnS3pndQPk8ILCPSo24ZwFRkdNGNQAIaRcHYARMwlTrmJa+5EWylmis2iGNXJiFJqowpFFspsFUc4rJRaZX1ywSmEp905pExgLRpk2b8tmOjFi5ciXUCZIRk8Hwu0aH0PiFe9N/vph9jPSLoLOBTGT+3eSUqkbiO6p0C7+W1DHcRWYkxzQ6L9xFfiDJyfXGW8DMViMlSdQPiAID2wFVpui7ge2UANHopJQEfU56r+ZzxbXrdM4k4VZblLMxceRTe2dvoLxCng/JLBYLggQhffi8AiBCgqd/HyVwTFfyQq8lCrTlRjukMUn8UBLIVhgeb9PgSO3TssrLIfKTs1bGk2QqoYmxadWRsUB03HHH5bMdzGRkuF2jtUoUAS1SE9BIJGdmNlpIAAh3A1Ap2kqVKboqeYcV9QJ920irFO4h511tzgn1kGOvfw85Zet/+3hGq4xGI6VEyMTj20ULt2SkfjJYhKAhAer7QPmhme86x9N3Sq+hyMbEkS/tXcxH2qFYAOh5h/oWYSQKQ4MNBhQZiEVoh58q/5WGpiXqfhmobR67dmiwCVn0WbH7xGWK5uc10jw2ZSVtgsbbNDiSsK6q5KOmqkCZKGposgP+/RNSmB1VlBnD5Ix0u0ZHg6iTU6I+RsmZmTUNiCoD5QvotcFKYfcxb+JnVZUirkJdQntiBczlpPmBUWQZThGdNp7RKtlqpFSVznE0UFJKVSEHcyVMfWGrASDTb3LNzrwd+dC+ZLwYV2Zm4siX9s7koja45gGunZTFHBYAwRQnKzSW5H4SzJM1RMm/2T0XCLaQKU5Lh5ALASRTs1Cx+8Rlg+bnpc9WrxHuIfOTnvE0DWYirLsPovsxwUPuARaImEKTbteo99MoRR+j5EXQVgXUHEXO0dYqEgjK5pMJI+odOhmZXECoFzCbyNRhkWinZqka3v9oPM0S2WikYj5g4H1qc9RL2ZTlGGCQKHuyGqJsyeWHktbDPjWzhS4f2pdMds2SgTJrW0SCRrNbFFgVJAsP+dDeaWMs2ApULAH6PwRC6Z4HI0jNKLSvyf2R6jfbppIDbXA/vc6FAJKpWWiiBF3o/bws5bQJ0lDCNGbKDiqcUJeJsF6xSJhaJ76pkwUipvCk2zWWcoZUVQUg0W7Pu5t8gEx2ys4c6iF/Gs2vJtVkZLQB9tp4yY6ol0xMSoSyJGtZkZPRXzPf0SrZaKRMLsBYDlhqqMxEz5uAZCVzmdlBZh/HdNotZ7PQ5UP7MtJi7BFaPXUryRhyCBjYlnhOsvCQL+2dpYpMquEeMnMF2um6CWYzM/W1pYwWt6plQ7/P6CRH7IiXHK8BwK67B8E2ui/DmdoyJROz0EQKurA3UB08397E8RRoJdO5fm4rBCPNs9YqGucTKTlmGlggYgpPul1jKWdIjfnIByqwn0o7BFto8VcitPhLAKAAlUeknozCPUDFYSQIhbqAcBst0gGxW9f+TcbiBmqPG79olUw1UpJEE6tvJwAD5R2SIwBkIKbQ73Q2kn9R7TFja4PGaAXnkRZjswtw1JHGzp6F9iIf2ju9lqj6CMCzHfCHATWAwXB7o5XKd9inUrScLcl0o6qkBQq0AP1bKceSwRJ/X4kIp1p3emfsbMnELFTKGyINzc9LiVG/RkUeKCUKhDrpGffvJb/AYtASpZtniy0CLk+wQMQUB+l2jaUamaJpGYwDVJk71CFy7nQCZTNpp22uFOH0aSYjTVUdHaDoNEWktAjspX5JJtILuJrGN1olG0dZSyUQCwO+PQDM5M8CUXbC5CTBz+ykgqru2ZkvECNN6AB9RzYOuiMtxo4ZQM8b2Wkvcp1rRivIqsgAFFpoy5fStSNRADJI8jaQgFN2CIXSJyfTi/kAzyd0XwJtdC1zefx7ogOk3TSac6MhypRU9zUWFEJpkoky+XPF4myt+Xk5Gqnf5TC9DnXSvXfMHD5b/Xgx0jw7GZJjIkOBaM2aNRlfcOPGjaNuDDPJ0YShiZAhVT+ZG6tI4xPzxSPoVGXo7it5MtKrqrW+cEwFut+m327U+SPIYdJYuA6Oh7mPV7RKprtHSxkwdQUwsBUwTKNdMhRAkqmCvNFGDpyO6ekXiHQOzyri5knndCA8QMKhuYI0H71bKMFlKiSQmah6eWYmLq0Yr8EJ+HZTjS+NwAF6X2tr8vjM5U5bX5A16gcCe4Cwjxz3oWBQIFJjJCzZaoGBD4FQUjI9k4tMs7EAvY54SMgymEizEe6me6JEcqchypTkZ8O/n8yVWoLSVBSTs7Veg+doBPrfp7QZShBwzqcw9mIQMDIR1id6ckxkKBCVl8d3C6qq4oknnkB5eTmWLVsGAHjnnXfQ39+fleDEMGmZKBlStck8sJciw7R6WLEwLdbJu69Uk1HyAmqfTjv5SHei5iLSRQtexcL4JDZeE1emu0dJAmo+Dxz4Jy3Mtmq6p7YaEjhsU4CyQ1NnUdYYzuE56iHzZKiD2uMUbfJ+KlIYdKfWrMlBuh+ZmrgMZqDvHVrkvB+T+VIzg8T8gFZYdbhipbnYaScXZA12AnIPFRWO+gDEQOZJA2AsAyQL5bFyNib+Vkkiv67et4HYAEi6VEmwCPfQv+6DaUEfb01G8rMxnLlSVQHPTtLMyhFASeNjN14bKa3obrgfgEKbFhU0Ri2VQCwESKpIpFkEiUgzEdYnsDAEZCgQPfTQQ4P//973vofzzjsP995772ANM1mWcdlllxVlgVdmnMhl3pCJkiFVP5lbKknDYKlM1A5ppJuMkhdQSyVQvhjo/DdNsEYr/RsNANUrSKuUJ2RZxubNm9HW1ob6+no0NzfH6xiOtHvUxodkAGqPBDwfkRnH6ACsUwHItNCVzR9eazKcw7NtGhDsIi2ic278OuZKqpMGg3Du1mnWAvvJPOSen7mJy+ymNpiERi7cTubQQLuoy6aQEJJqUdaE3FzstPVJFJUAaYKiPXTcaAZkCYBJVLqPiig/Bag/KbXmyjWbfLwMJnKuVkHmMvt0ijizlqdqRf5JfjbSmSsjfeSvAwCx/qHX0UcHmtJspHIpMMV8QNerQPdrZM4OtJIgF+ml4IJQJxBqpWd32qmkQS0kk8QsNhxZ+xD9z//8D15++eWEgq5GoxFXX301VqxYgdtvvz2nDWRKhFzmDUnl1FqqGVL1Woayg2nHnc7pON1klCxsVC6ixS3cRYtDuHOodijHbNy4Eeuu+jb27GsdPNbUOAN3/PLuuGY4nckTEBXZX6a2Rr1kfgl2UpblUDsJKnIIMIxQKHo4h2clDDjqaZzptUyayUKNCX+lKfHzY36gdhhBMpWgmmAOrSQhJOYjYSPSQ2kEJEPqRTnX5hzXHBLKet8kLaSmcZBsgEGhdpjdgGqk32qwkICYTNRL/kOBLpH/yk/mMih0Ld9uoPM1YHr1+AhGyWNIn95Ai9707aFnSrvPUT8lkTTaUju7J0cHpiKX98fkAkzlQKiPtJBGJ2AIkTBkMJPAGR6I53kqBiaBWWw4shaIYrEYduzYgYMPPjjh+I4dO6AoSppPMROeXOcNSeXUWooZUpMX8OEcaYebjPTHrNVxLVHUm3ft0MaNG7F27VqcvlTFHy4FFjYA21qAW55uxdq1a7Fhw4ZEc3mycKwo5Bze+TLg/xSAiXbK0QFaKNQYCRH+/UD/R6Jm2zC75eEcnssWUFJBsyvxfPt0ivCRjHHNWrCTzHTlwwiS6QTVQXPoPlrgAnsAeyMJDpKVIrqSV91chq5rGAxAxQKg7e9kilUUEpQlE/WB5oivRug9x0zq72QTTcxHmqZQp8imHqHrmaxkRvNsA9QwMHXl+AhEqTZY+vQGUQ/5htlq6XmQQ6QVq1hIZsxcRgeOBdtUukeBbqF5MgqNnSzSaETJnDmezuojMUmFIWAUAtEll1yCr33ta9i1axc+97nPAQDeeOMN/OxnP8Mll1yS8wYyJUKu84aUcsh9Mtk40mYyGUlSXEsUaCFfkjxph2RZxrqrr8TpS1U8eVW8pNVR84Anr1Jx1p0SvrvuO1i9enVca5wsHAc7qWZZsF1EMcnkz6IogDxAWgwVdFweRsOo//3DjQ2zK/X5wVbSekT6AKl8ZO2QRipBVd8GawWg1FHxVITJN6T3bdICaGj+ReYchq5rlC8GnHOAtmcp2WXMAzKVWYSwqQJSPwmC7S+R6XnGaYlCp72eMqh7d1G7I/2AFCZTo3sWCRHlC+I5ivLNSBssRQUcsynqzIq4f5drNm0SchkdOFpiPqBvC9C/HfDvBCXHVEk7CgN9n7kcsE8Bph5LwQDJTJQSJiVC1gLRL37xC9TV1eGOO+5AW1sbAKC+vh7XXHMN1q1bl/MGMiVErvOGlGrIfTL5sM1rWqLIJsplkift0ObNm7Fn73784ZKh9T0NBuD6M1WsWN+CzZs3Y+XKlfRGsnBscgBqlAQgyUIaB7MTMKlANEbCgtkMmCpFMcloeifTwQUCiVFeWnSX5siavEAka4n8rSNrh/SkElSTzaGhbnIKDx4AoJJfkUawAzBXkYYm175vRiMw/VSg7V/CmVoBEAMUCYDoS5gBQwDwfggEFqW+jmsOlVWJeukeSGaqwRfupX+dc3Lb7uHQEox6d8YLHGsoYTKbl80VzvJ9qTPcpxKWLZXjl9vI6KRxYzQDMIjIPSuZViGJ+6ICkj39mJhIJUxKgKwFIoPBgGuvvRbXXnstPB66SexMzQDIvVYn13lbCkmubfOSBFQtBhAjbVGe+kTb9CxsSP3+whmJ5w2iFxbs00m74NsFhG2A2kdaDMkEGCCiw41AuAPo+4B2zVOOTT3B6xeIiJfMI77PRAi/RH47qRYIvZYo6idfkqnHjU2QHKIVFSab3rfIWVuNxDONSyr5N6WKoNOEuEg/hKos9XeZK+I+TMlUHgFULBYmJROoU2PiegYARkCVSBtXfujQvg21U7/GPLqknwoQkukZds0B+t4Fyg+mrOvjgcFCmqn+9xLrgGkFjg02ej/mo9+fLsO9XtgZT82z7AcQJQduSRJCpnhPVWjMG+1A9aL0JuKJUsKkRBhVYsZYLIYXXngBu3btwgUXXAAAOHDgAMrKyuBy8Y2Z1ORaqzORMqTm2jZvrSaTTx5t/vX1ZCLZ1kJmsmS27U88b5BkYaF8MdD1GqC2k5OuEgJMZkBWSGiwTCEHVBUkIBgcqRukXyDKDqbzA3soSqzsINLOpFsgNC1RsFUkKcyBmTF5fLpmk7AWbCcBxzZVhF2bKHQ91fiN+SgSqXcL+VKl/N0OoHJpekFRDQJls8jPLhICCUNRkDCk0kKshslc5kgh3drqSNPmnEk+aUpYZFaXSRBzzqQF2VY3qm7KCk0LqCjki+UV5iZNuDQ5KU2CCspbZTCmz3CfaiM1Xppnk4v8ysoXCqf+FpE83Ey5oiQrRVXWnjCyD9tEKGFSAmQtEO3duxdf/OIXsW/fPoTDYZx00klwu9247bbbEA6Hce+99+ajncx4kTbxnUpOsBCmDFN56jBlc0VutTqTMRQ0G78BoyP7LMxZ0NzcjKbGGbjl6VY8eZWaYDZTFODWpyXMapyG5s8dmqK2mkR5coIt9P0GK2BUgJjQOkRCdJpBAiIdgC9MC7vZCVQdnloToV8g1AjgrCfhyuwSBWODqbMY68em7KcFMLmExUgk3xftmVBlUL4fmYQzk5sWw2CrEPBk+i2W8tTZlVWV7iMkWqz1pjaAHJ0lIy3i6TQBJhcw9Xig+1Wg/QVA1pIzSiDfFZDg4JpF/RTzxQUrVSUzpnsu0PsuCdqBvYDRBch9gHUWnVu1bKjdNB/otYBREYXV20H5qiL9JLj49tG9r1xMDvLpMtyn2kiNl+ZZkgB3IxV39Ys8WDERvSeZaZxMOwWw1wx/nYlQwqREyFoguvLKK7Fs2TK89957qK6OTyhnn302vv71r+e0cUwBSGezjgUpwZ0coN2qay7tRvVopopca3UmWyho1At0bh7Zb2DKSpp08+hjYDQacccv78batefgzF8CN64mM9m2/cBPnwL+tlXFhvu+DGPvq6m/1zmLtDbhXvp/oB2IBAEEAUQAWABjBS2+tukkDLjmDq+JSF4gnDMB/24qnmmbkjqLsdYHYxlLyc+G/plQopSF2OQgX5uohyLrJIkEDUcDJeYc8Ka+dtRD2YuhkL+VlitJCdMxSwWZVYYrV+FqBKaeRA7svhAGzW9GM/kTOWdR3iJrdaJgFfUCHS8B/jbKkRPuot+q+Q6FOsT9MI5PAkGjE4BEJlHbNNL+9W8lCdxoF1m1PYB5MbVHDtNfMhahDUsl7IyX5tlSRe13fQL4PgUCUdCm0ghUHApMPXnk/pxIASZFTtYC0ebNm/Hqq6/CYrEkHG9qakJra2uaTzElQzqbtapSxMrAR4BjFvkU6B9EvS07H1qd4XLc6NsYHaDFMJUGCyidiIxAOy2g1hRajHAP7fSBcfMxUFXgxe3AX7fEj7lt4jZopqhU3+uYSeH07c+SAG2rAgJGsuZA5MmRFAAyRWmZXGT6Gu7+JC8Q1irSxkgGqv9mSQoLT+4DvTCUjTYuua+1ZyLYQdFYoU6KwnLPpXDwYCsAI5UlKV8g6tJ500dNuQ8FQm00ho1CSxTuJ7OVooxcrqLyCKDmc0D7YRTiL4O0bwBgtgHVR6cXEPx7gZ7XgWiI/HLkMPlZoYwEpGgf4PmQtBn5dt6V/XRPvB+TdlGOiCLHnSS4RHwU2ef/VPRxCiSIyLlDUvuJjYfmWRtb1jJqi2MmOYCrCmB2ALWfJ4f4TITMiRJgUuRkLRApigJZlocc379/P9xu9nIvedLZrLUMuwYzJUnUq85T7VbGqtVJt1BFvWKX7hOCjyu+SGg7dgmpNVhAaURkmN2kZg/so8U9OcIm0kdCg1azLI8+BlrY/RmHA3++EnhlJ9DWD9RXAMccBJxzN/DdH9yB1aetjIfd67/XYKCyEN6dImrJAfTvAKQeQDWLelkR8m2JeoUjbV+iSScVyQuEZCLtkNGa+FtH6oNso3iS+9peTwKq7CNNjKNeZIq20YIlGUgYslSKRT6YPmqq/CByvg7uJ4FEAgCF/GUc9cPnzzFVkHBmKQdqlwGe90gQBegZsk0H3E3UV8mLqMlF/dPzJjm0uxopnYPRQf1qcdNiPpzJLpeYXIBtJmD+jPrDNp2ebd9ndN9jPhov4QEg+tnw5VhsU9N/T741z9rYinhovlIBKuERIH8tg40cxrNNVlvqASZFTNYC0cknn4y77roLv/3tbwEAkiTB5/PhpptuwmmnnZbzBhYtEzk/RDqbtRwB3AtERI+OdLuVsUw06RYqVaWJMdxNk7RjRqL2KHAAgDRUgwWUTkSGJAHli4De90U2ap0TbKhraLh4Hn0M9GH3ZhOw8pDE968/E1ixvhObX9uClZ9flvp7bTVA/YlA3/skFLkbKBpMidD7BgtlWbbWUC6W4ap/6587fdFfyUQLoG8PXUOL7BmpD1Jp2FRVZDRWSdOir42lIjFLsrmc2j3wId0Ts4gWCvdQOgTN4Vf2kxYm0EamtVRRU9ZautehduGbpAIwkeOts2H4/DnWKlpcIwP0ux2NNFZifhIS7fUkJNiqhj4Xsh+ASlFowT10fTUmIqMCgKGGfoe9enzmMs33xlsnBGkTjaFwBwme5nJKRhnxAGqIXuv7ZLhyLMnk0wyvH1tVi0kQkv0k8NadQCa90SSrnQgBJkVK1gLRHXfcgVNOOQWHHHIIQqEQLrjgAnzyySeoqanBH/7wh3y0sTiZyPkh0tms9Zlg823LHs4UZHIBHS/SLtvkjH+vVroBkgh5LtGIDK3mkrsJ6NhMfimSlaKEwt3xJIyaqj2PPgbJYfeyAmzeEdcSLWlMPC/t9zoaSHDp3QLY6wCfCEsPtZEmTwmRRiQWSL1oa+ifu+Siv2o14P2ENExVh5Gfxkh9kErDJgfi19GKterLcCRnSbZUkubUUkHX0/pA7/CrqrT42WrERskVj5qCUQiE1STQBveT0A+I0hyNI+fPsU2nlAXBdrqW+2D6TYFWcug2l5NWxZpCw6RFQ7nnUWJM1USalcABMj1bp5KwZ0+TeyEfmCvp+ffvo3thKiMfp2gvmUWDBwDvHtHfQcAu+kSN0BjJJOFmvkko8WITdRgHKDKu+ggA6uiS1U6mAJNxJmuBaMaMGXjvvffwpz/9Ce+99x58Ph++9rWv4cILL4TdnsJEMVGZ6Pkh0tmskzPB5suWPZwpyGijhcVgTpwUQt20K4RKvgelGpER84ndvofU4z0dtMiFuum3a7lZ9MJ2nnwM9GH3B/qBdb8D9nTF359WIc6rElNJuu+VJDKd9b0DyNOByoDwc/EJwaJWOKDOHX7hTXjuZiCh6K+5jL5flcncE2jNrA+S+87ooOv691KixWSfpuQsycma0+S8N9rv1/IgyVHyybFNpXtpqSJhSksc6DqYEk5CiofqjyT0hjsodN/zIWnhol56XzKRVsv/GUVlhTsAU9J8pWlkyuYCof0kCFmqyKnaPgVwzQBqlo9PhJmG7CfhRo2I9oRIaFYV6rO+D6morqmcBKJIP80HUS/dr1ykVMgFCWOrDlDm04ZAiY7u+ZxsASbjTNYC0UsvvYQVK1bgwgsvxIUXXjh4PBaL4aWXXsKxxx6b0wYWLRM9P0Q6m7U+E6z+OJD78O90piDNHBHzDV0cXI0AVNI8lGpEhrbomwYoKqjnLdIQSWYSgkyuocJ2nnwMtLD7Kx7Zj3f2AKcvBf5webye2U+fAg5sAbp7/SN/r5ZdO/Qv0hgF2qgqvWQgzZ61BqgeYeFNfu60or9GG5kXteKfgRbyw9GH4Kcbf6mEDU3rk8pfTq8pjfQPfZ2uDzTn80g/IJuEz5SJvkfz7dGEk9BhwheuMb1pNEH4FP5bUS9gsJPWzTqVorJUBYAqjqfZoJmFBspcBWA/CRmWSor4ch1MgkeqDOD5QvNrch0kTGMymf1MLnJIlmOAeQ5grSfNacxHgiYAVH2u8NohIG7e1Uy7kpmEIUjx9BDR/uz7lIWhvJG1QHT88cejra0NU6Yk5soYGBjA8ccfn9LhesIyEfND6H00VFB5BO9O2qmqqsg1I1F+Ge+OuC07HybE4XbFFYtInZ5OI1LKERn63+1oIEfxsMjD4phBC2WmocRj9HUzGo34+e2/xAXnn4dVSzCkntlTVwOr7wSu/elDOPvEQ2GsXJi+nyUpXoMteABwTqPvlYOAZKEwZOeskfsn+bkz2cm01f2OWCxU6gN7Q2Jk1nDjL/maI/nLaZrShISM3vT+Hdp9sLjJlKdK5Otiq6PX+sXRWk1ZtLUq6Pr8Tnq/KSVMvlLhXhKynDOAXpEPSXKQkBkro8gmswuoPjJ9RmTZT+YcNRqPnDM6QKFqMtDzyvi6AGhpBNxzqZ/CHSTkuGZRsIFmFjOL8i0xmQS2ykU0NxTDxmfQqXqAxrvmOxbuoYLAyms0HiqX0H1MptA+qBPZTzYNWQtEqqpCSvHje3p64HROMsl1IuaHSBZsIl6Rj2R/3I9Cyy8jz4z/znyZENPtiq1VtNCl04iUekSGvpq6ey7Q3UmRKeFe+i2DwqlgSOJB8XsHo/JGL6jW1tYiplAOolT1zG44E1ixvgOb3+/DytNG6GdNSxTYD1Quo3sT9QGIjqwd0v/W5OcOBlpcLNXCR0mY0bQQ/JHGX7KGbTh/OUcDCQ8WN/X5oDDjJl+dVDt/fcRRsJ3uqxIjnylVJsHNor8PKvnOpAoq0PymnE2AZzvd4/4P6DcGO0gwMFpFcVeRNNJamTpDtYbBQZo6yQKYqgBDP22IHLMBS63Q5hnTZxDPB+ZKGvPWGkomaXSSkBYNAlBFJXlQDqtYKzl+Vx9VHNohIHFOrFhM99hgEbm25gB975GgqgIp0ykU2gd1IvvJpiFjgWjNmjUAKKrs4osvhtUaDxuVZRnvv/8+VqxYkfsWFjsTLT9EsmBjB/0eLYRdW1icjeT7oalv82VCHM4UNFzURalHZOh/t+a4G+mlP8mQ6OQLpE48qKrxGl8Rb+pK5aF2wD5zWEE143pmftfIi5GmJfLvJhOCwUDCQfXnMtMOaSQ/d3ozqslO/kramNULMsPteLUIskAr1ftK5y9nMJMvVNRD1x7YJiLT/CIDdx8tEPqdvypWPVWN157T2uFsou8xV+ii2cT5ES85RWtRcwDdKzkMlC0WyRo/ptfBdhJolIjQ9Ei6hVYh/6XY3NSLV7iDFj/PRzTGlDCNs+Be4EAnXb9iMVB5+PjVMpP9FG2nhKgvQvspeWW4k0x4nu30XJgsgNEEVC5Prx0qhLYj2anaVku5xVyzRKJNIcAXqw/qRPeTTUHGAlF5Oe20VFWF2+1OcKC2WCw46qijJmem6omWHyKVYGMWu8JkwSZduvxcmxDTCTepoi70E59+B6/P8Fvsal59RXeTEwj10uLs20Mh2LapJEhoi2S6xIOac3ZgP5k9gy20Q9VQIgBUYMrnh+2LjOuZzchQoNHC8Ps/oDFmr8tcO5Qu7F4J09jw7gD6tpFWTQvrDwjTY9RL5jpVTb0jpy8Q4f/D+MuZ3fGFwiUqwEd9gHcXCUWRPqHV8CLhiySV+t9oIyfywB4ymQX2kf9Tqmg278541Jx2X012chyuWkztDbSKIAOJvjcWoD6SJDLHGR1k8rYPk0fIVkcZtj2fkZnc4ifNkHMG/XbJM3IG8VxjdAqNWxXgNFD0X8RDfliu2aQps9aQ1qryCKDuC+nLsRRK25FQ5LiO5lBbHQmdmgBfrD6oE91PNgUZCURXX301fvWrX8HpdGLPnj144IEHuIirnlLXRiQzWsEmXybE4cJNk6Mukic+bQevJ93EVyw284RaTh7At5M0PcE2UrHLPlrYyhdg2NBybYdnHKCcOaGOxDpZnu206x8hnDqjemZNM9Dc3Jz5b3Q0UP4d73agppkWuEwYNuz+bRJ4AvtJ82V2Ub9pofPRPsp2bHZTiHkygVbS1rjn0niK9KX2o9M0QEqIxpfJTn0f6SW/NoOFFvFQe/zakV56dsoagUiPiDgK0ff1vUfnJ0ez2aYBwa541JxGqJsEMXOF8DMykkkrFiAzqqTQsyKZQAJeNWl7jMNM9wYDRZL1b6HUDqoFsNcCkMlp2VozfpFm2nMY8Yh72UYawJifwu7d8+lY8ABpWioWkKnMmWl04jhqO5K1RGUHYzBVQLIfpEYxWRkmop/sMGQkEN1zzz343ve+B6fTiZdeegmBQIAFIj0TLT9EOsFGMpIwka6eEn04XtAzlybE4cJN9cfGMvEVi81c/xvc8wFIgHc3TaBGq9AcuUcOLU+YjKtoUVEidI2oh0w/GWhm4vXM1uKsOyVcf6Y6WM/s1qclPLMF2LDhrnim6kzQPzPlB2f+zBidgGqImwCdTQAMwqzrJmdiUxmdZ51CPjXu+SRsBA9QDpiRduVmV6LvVSo/OlUlZ1lVBcrm0Rh0NJDg5JxFkWKadkgO07nu+STE9ryRuDimy52lz6s1mCNJ107ZL9Iz9JDjdET8qQpJqhDnquJa3s+ov5IdqwejoSoB1zyRf0hYAMJdVCqj6nAqQTIeaM9huJ8cprXfJgcAmKiUSaib7rcSBRxzEhfrVBRS25EsVPj3D/WDLFYf1InoJzsMGQlETU1N+K//+i+cfPLJUFUVr732GiorUy9wkybsPpmJkh8i2Vzj3U0+AwHhy9L3QVxDkc4R0DmLdnC5NiFm0rdjmfiKxWau/w1qRGQZDtME6v0EgCRymYRH7t9B5+y9IpdRB9XJCuwn7VCGfjtr1qzBhg0bsO6qb2PF+nj9qFlNM7Bhw12DPoZZMZpnJqHO1X4S6uQw5dlRoiSwGK2AGqSFVSunoUZSRydqJAvu+rFQPj/Rj05VAc9OMn3E/KR1MlhJW2F00O5fDsa1Ov69AISJOdJPGp++D+jz3k9JQDE66JhdZ5IKtsf9h0LdZL4a0s4KwDwAVC4lc6FkID8kk4N+v8EhBCBFmOVSkLARiAnTVK9ITBkQaQ3slLXaOA7Os1rf+9tBGbSjNNZV0D3w76bNmZZ922DIzCReKG1HJn6QxeyDWgptzBEZCUS33347vvGNb+DWW2+FJEk4++yzU54nSdLkCrtPptSFIWCouca7M77Y4CBRCdsPTDl26O/17wdgpKiPlOH6GB+TUy5MfoW2mSf/hrKDqT3e3bTomcsySzyo/02WSjKHhLsz1g7pWbNmDVavXo3Nmzejra0N9fX1aG5uzk4zlEy2z4zJJTQxuwAoiSbAYAdlbLbXUdK+SC8JfPq+ynRXnjwWzDqTVaSP/H4cDVQeY+ADul/+VgAmGvdKkExvcpiii0xOYM/v45mwg63x0iAwkFZKMojM6yYKfZcjgHsWmeENJnovXTRl2VzyEYp0C78hK/WPrYbKeBjsZKZLJcybXICxHPAfIA2Ru4VMZ0qE2mitowzXSjSzQqRjRet7z04g2En3MeoXRW4jJIAa7SQMqTLQ/TYJnVqz0mlxC6ntGMkPsph9UEuhjTkiI4HorLPOwllnnQWfz4eysjJ8/PHHQ/IQMROEVOYazZnXfRDgAU3YkjHxgZBDtJOL9FHOklRmBmB8TE5jmfiKxWae/BtMdvpXM6FEBzKfmJK1RL3vZB/VJTAajVi5cuWoflJO0PLTeOtJy6VG4iUwJJU0KlXLgN63yNSSSpOW6Y433ViI+qnvjDagso4EHlWhtthqSVjy7aEounCXMGGFhSPtYmqvwUYaIMsUemYUFTBZ6bkzOWljAgMJBJZqum+BveQ8nBxNaa0H+t4l7aUik5AQ84rvMQghCZTMUPYDhhSCgq0KaN9Hpm5JJUEu6hW+RwYah/0YvxBrSxUJeLEBEoDkEAmJkZjIs6QAEQmwBui3WubFIwSH0+IWStsxnFtFHvKH5ZyJ5iebhoyjzADA5XJh06ZNmDVrFkymrD7KDEcxDf505hq7MDtYKsl5MdIDmJIEBtdcUNRLy1AzAzC+YZqjnfjGYxeZ8f2uHPobtNIknu2koUjORzTkGhWJv8lkzy6qq9jQwtGtdaQlChygiK1QV/y4pZI0k9KnlIfIv58KAQPxvkqOUEuXNdhSRudpZjGtMn3ZXDJ3KRb6fv/ueCV69zwhsFoByQpUzScBLeYBBkxkxpNDQLSHtEBRryh2WwFACE9KVJjcJNIoadFtyWNQkkjr5d8DIKrTnIhIOslE17dWklCV7tlzzCT/ooEPKCFleADw7CABs/IoEjayfXbHMq9JEs0hDqEpUhVAMZKwZi4n85nZSb/JNoXaJwsn9+SoUq0tkX66B0qMnNXDA6Rxcsyg2nFaW/QlV3JJOhNxKmEpB/nDcspE85NNQ0ZSjcfjQVkZOeItXboUgUAg7bnaeUwWFIszr0Yqc43JHncGdMwgx9DhymYkmxnG2+Q0FjVvvneR2dxv/W+QjCLRoEKLrb+F/vRIiPt36ceMfoeXTVTXsL/DDzwmFsjzfONjMtZSCQRbRdRYDzlLx4JkHgq2AgZV+LE54/deqwav9XlyhFr/B9S3+mcs5htaoT7UQwKQEiMhJBagBI4mF92TgW10nhIhXyVrNWk6IJH2B+2UDgIAYlESWMxOMrGZ7HSNmJeup9U4s06lLNMmW2IfKwppjSL9JOiF2sihPNIHqCL6UA4BMJDJzNmQfvwbDFQmxrsDUPxA2Wwq9OqcRVXusy1EqvXfWOY1o5X6QDKSUKhESesGAIgKM74BsJZTu/z7qe/02ckH2xIE+j+k8WGpFA7o3ZRawLeLPm9ykC/WlGPzN8+me0aShaVi8Wccro0TkIwEosrKysFyHRUVFSkzVWsZrCe1D9FoKbbBn85cowkVyZW3hyuboVEIR7zRqnnzbTPP9n5rv8HRKBZhL5kPwh3kD2SpSry2Q+SO0V9jtFFd6dALQ+OJ0QloCQ6d84BoAIiFSDPinEsmo5iffNg0PzbXQaKgqpeEG3sd+bnpI9Rifupf/TOm1YzTKtQbLKSNcM2hhTXcI4SmfaRFDbSQgGKw04Ic89Fi7d9JAlm4m7IpGx1CsyNyKakymeEgk6BldNCYs7how1G1RPg+Jd2zUDvQ8gRpx8Kd5AMkQdQui9G/MT8JSdVHxrVk6XDNIQ3kwAdA+SEk7LnnkRbL1ZT9szvWec3sBqqXAr3v0piPeemYZBM14CzkaG6dKjRDLvKTigzEtXUaqko+XrEAabtds2ksOERuplAnCV62YXI15Ru9oFFM/ozp2jgByUgg+ve//42qKpp0N23alNcGTUqKcfAPpyUZSWAoljDNsah582kzz/Z+a7+hbD4tvlEvOexaa4TDrot206FO2nGny02Uzx2elp8n32ZfLcrMtxOASlqMqA+AGwi1iozNZXRMiQkT2adA98skkARbyeTimk19JodJK5IqQaV2n7QK9eE2oTGpI+2CyUHa05hPODT3kVAhR4RmwyAEARWwNQghtkdobVRxn2yAczZdq+tF+h5VAWAkDdBgQdgUUVS2OkpxEe4GalfSbw516jJyh8k8554L1B0/solUryUK9YhsyhUYlXZI33+jndckiXyuyg+heUgRJkFJAsw1gK2C7oXBAPi7E7XXyd+nhKl2nqWMNItGGzmsG/X+Z/WJxXQLTbH4M04iMhKIjjvuuJT/Z3JIsQ3+VEKPvvSBFpbv2UmLgubLks73pVAP8GiFgHzbzLO535Yq2qEDABTSCMhhUatKoShAcxlpR8xO4c/VNLS/VZVMOeFw+naNVmiJ+URdrTybfU0uwDYTMH8GQCGNhn8f9ZnRBpgNpAEw2AD3jPhxr42OqRCCygwM2lWGS1Cpr1Bvq4svwJKJMoY7GgDfpzRO7FOEM3I/aYbs0+hz1ioq5mktA1o2kpbCYBJh+hag+nBqs+8TIPoxOWJbK4BwjBbtgQ8TTUD6ftQEGINEAnPMJ0LjZSAao4SPU44d3kSakP27kn5v33tA5WEkGLlmxs/LdlxoTt/e7YmlY7Ts4QnzRsXQ61urgSlHk4+PqpD/lrGMzI41zUI47U+vvdbQ/O9UhQTP6ABp+wDKdwQT+Z0Vk5AxyXIAFQOj8ozu7+/Hm2++ic7OTiiKkvDeV7/61Zw0rOjJtSN0MQ7+ZC2JvoYTIJLW9ZCpQKvMncr3JZM6UkD+HMdHqxHJp0Yl+X4brLQQysGhTqGag2W4C/C3AYHd1PdmN3023AXAQBO6yQ0461OPmbz6qknAv06g/37hpURneiB3Zl9JoqSHvnoad6YyWhRNZYAaokWwahnlKdL7sdnrRamHChrHSnT4BJXJJUIMpvhvCnaQQORqoutYaqgMh6OJIscMFhozish9JJnJf8d2JND7HmXTNpSTgOaYST5IlkqqE+bbI8qrSKRtqjqS2pyuH/VmrrKDyIwmB6l91ko6NpJ2KHlcqDE65vuM+sYgAVBGNy70EWyBlnjfa9nD9QWj04XKVx4GTNlD7RrYBkgW+m1VSyknmn5TFukjLVDQmN7H0beT2iKHhaCpkCavmLRDGsWYA6iYgoByTNYC0V/+8hdceOGFgyH4en8iSZImj0CUj8Wl2AZ/spZEX8PJMZ12ko4mDCn8muz7kkqYSkU+HcdH+xDn02auv9+WSqD7HfKDSHYKVVVanKI+EUYeoMXUZANgIj8aNUr9HvMC1sPodySTT181fZ+pYUDKo0O9pQpwHSxy+MjkCxTpJ8HDffDQoqwAmclgAkzlVJIi1Dl8gspUJULC3SQkh4VjtakJQIycsSNCaLKUAWoZOUkH9gv/liAAhTRTVYcB/l001qEA7tnUJ5JEpTG8OwB/GQm5rlkkDGl9lqof9WYuqPTbe9+lZ9JoBaYcN7IDffK4sE2j6LhQG7XBOIoIMz36CLayBYnZwyUps1D5yiXkAxTqFMkYbdS/snfopszkJu1buDv1PKqNneiAmA+KUDukUYw5gIotCCiHZC0QrVu3DpdeeiluueUWOByOkT8wUcnH4lKMgz9ZS5Jp4Vft3HTCVDL5dhyPeoHOzSM/xFNWDi1tkC8StEQRJFS/VlXhPK3G/2SR58n7KY0PJUz3JdwjzEKfCBNCX/p8M3nyVZM3TMXmHUBbP1BveAnNXzg9nrAx14J9spZIiQCQRdHPRiQUZdW0BPoyGOYy6rPhElQmPN8z6HX/NtLeWKeQ/5ajCYBKjtsAmZmstXQsIHxeNCE81C7qp6lCgBJCVaSfot+qlpGvT/0pQM/bQtNRkXgvkvtRX3LDPh0Y2BHP3my0k29S1dIMIyvLKL1AuIu0lbYq0r4YzGSmMo/hmdALbeHeePZwgyH1uEu1eTGXkcN0xaF03+z19JxI0tBNmaUq7kuUah7Vxo7vM3rtmlOc2iGNYssBVGxBQDkka4GotbUV3/72tye3MATkb3EptsEPJGpJsvF9GUmY0simv8airg20U5SWNUVF7HAP7YbHG/391le/VmUScGI+UUn9EyAWoTDwaD8JS5KBtCKSBTBFABjJd8VSnXliOo0xCC0b3wLW/Q7Yo1WG+PWP0TTjXtzxk2uw5rQV+RHs9VqiSG+8orvW/lTaVi2HU2Bf+gSVyaYyWZeDyGinz9rrhWO2MMEEDwCGfroflYvpmGSIj9GYn7Qsrjn0OuoDul8nbYkKqs0mRwClj/ySyubS9SP9w5vPE7RYMWpHpDseEeeoIy1IzDf8Tj1VegGATEq9W8nXxr+Hkk6OdsevmfZ63xKaAyFgpRp3qTQQ2gZBCZP5XQmRc7S1OvWmTPMlSjWPamPHtxuAVLzaIY1iywFUjEFAOSJrgeiUU07B22+/jdmzR1DDTgbGurikW9zNbpoQ0yWLKyTZ+jplK0yNJPBEvbSj1hLPpSKVutbsBsrn0YJmKacFTkMJ04687KDxV/HqJ7uyBfE6W/bpJNREfVSPyr2Afnu4A5CFj4kKADEyjRhMFFWlRGjBGC5yJ0e+arIC/PRJYP2fgdOXAn+4HFjYAGxrAW55ugtrL7kWG+79HtasPT/3C45eSxTqIIdn/S4/lbZVnycrXYLKVKYyTUiI+UUtMoUEfe032adTJJptCt0Lo42EB/8ecqy2TxUCUoTeczaQ30usnxZ1yZCYzV0WaQSGM/sAiTv1ymWkfel7D6j5PAlW1kp65kbaqRud1AaTHZCdAIzi+TBSHxhtIl3AKMzH+ue5bC75dkkm6l85RAJnskY2nQbC5CJfMYOVNFexIGDVfY93D/WV5kukn0cjfYkbJXcjEDqM5pBi1g5pFFsOoGILAsoRGQlETz/99OD/V61ahWuuuQYfffQRFi1aBLPZnHDumWeemdsWFjNjXVyGs8XKIXIgLEZbbD6zQI+UoVVVRXi5W5ggkkinrpUkoHwR0Ps+mQUcuoiiUBctZuULCzMx6ic7CfGdl71OJBqUKPS4fwdFJcX8FLKtRCjnDUC/Vw6SOWek+5ADX7UNf34CV3wL6PYCq5YCT14dlyuOmgc8eRVw1p3Ad3/8AFafdymMmRTfzBZLFWkd5CBFWKUrvZGsJRguQWU6U5nJRX2rqiIT9vxE03DMB0AWeaHKKYze5CIti2MWhXVrhZJNTlFkdhdQdmjcl0YjE7OP1o/a84QoUHEICdA1y8gXTQ5nNg9pqQwC+4X20U/CWKQ/Pq4c9anNsCORLGAabUD/1kRfLN8e+leb49JpIKyVAERUmmsORfdp2rtIH5nkYj5KtqklJ9XmUSBxLrVWA3UrxT0vEiFjJIqpncUYBJQDMhKIzjrrrCHHfvSjHw05NikTM45lcSlVW+xYfJ2S+yvYRWHJWvitVpoh4o2H6UoSOUpqDpjug+KmpWzUtdZqoGox0P5vUd9K5CCJ+YHaFdSOQqFNdvr+sU8HYKLdu30GJe+zTRdlGmzxOl6Wcvq8yQrUHjeyD9QYfdWuvfZa3H777ThqLtA+ANy4eqgLjsEAXH8msGJ9DzY/9xhWrlgUfzNXQv5IpoR07w+XoDJ5opcMpK0JtZOPV9QDVB1O52rh4pYqCp2XQzS2+j+IR1IpUTF2FfI1CraIUPRqIGimRV7feZmafTT048XZSN9lrYpnlc90HrI2AIZtlLBSVSgHktFOWiGjjYq/jqa4aya+WMlaLG0OMDnjQqR2vP8jevYjfaJQcQ/93lAPPQ9RH80PjhmJAkSqubSYBIxSJDmlQnIqBY0SijjLSCBKDq1ndIxlcSllW2yuskBrBWG7X46fE/XEFw+DhSax8gUYTDhYsShuWsq2mr2mJdIS2AU7C6sdSoXm4BpoEUKDRFotrXaTuQKIBGjxU4JiweknLVL5gqF1nIChk9Io79/jjz+OO++4HacvBc4/Gnj9UzKTpWKhuDVt/VI8c3CuhfyRTAn69zXzDSQaJ8DQOnD6PFrej8kHJ9xB423AT+2ODMTHq164MzoA5xy6byrI1OmsJw0QXRwY+IgyYqtGMoMq0cTvD3XHM0pH+kgIM1cMTcWgv596Ac5alf3cIUlUnkMNkTlRDtEzaCkX4fG1pKnsV7MXZJPnOEtFojnRUjG0nVp5lsD+xHkg6qWAAqjUv84mYXoLkLnYWkvaoTJR6HW46Dxm7OhTKvh2ibEsJZp/geK0cqRhVHmICsGtt96KjRs3YseOHbDb7VixYgVuu+02HHzwwYVpkN42rmKYJIUVwz+EpWqLHYujn34xdi8AtIKwmpbMJmo/hTpE34rFJtBKfWKtipuWslXX6rVEUW9xaIf06B1cQ/sB2wzasXs+pIU6eID6Q3OxMrroHsgBWmg8HwHeFNdNnpRGcf9kWcYVV1yGmEJaoZBYy7e1kJksmW376d/6uhq6fr4WppF2+tr72daQC7aKiC0nLd6+z+i9soPj2srk8ij6CCaDJR5NBdC4N5iF5sUCuBeR0JU8hpPrrunNPsnt1NepG0u6DnsDYG8kjYzRTs76WpkR59x49uxs/IgG50gkanv05kRN4NOjaZWMA9TXoQ7SJikq+dmFusQ4aqTUE8EDIiDCAKj15Gc0XHTeRCdfeYJSXdfoojm1bysFhdjrRLZ8cd1itXKkIWOB6LXXXkNPTw9OP/30wWP/+7//i5tuugl+vx9nnXUW7rnnHlit1mGuMnpefPFFXH755Vi+fDlisRhuuOEGnHzyyfjoo4/gdBZA9Zk8uQ6XpHA4ybiUbbG5yAKdXBDWaBM7VpFID5LIvRNO7JOx+DFpWqJACznjFpN2SF8/y+ymiT7mpx1YeDdpCYxuWkzC3bS4BFpod2x0CgdZ8Vs0U2PwQOpJKcv7t3nzZnR0dAMgrZDdAjTVArc8TT5DesuPogC3Pg3MmjkVzUcvpYO5WJgymeyHnD8A0iqoQ+uZaTmAUvWTfTo5PRtMJBC45lBofLpwcSAxgkkyx6OptE2SrYG0k2XzKSeSqgB9Hwh/sQ6KeNLqtUW8JEDYpg31MUpVp24s6TqUAAkXcgCIhEQWdBmwKFQSBSDNZTZ+RPo5MlnrG/VRZFwq3yT97zFWxWvGGc2Aq0Fomqqpfptm1jMYaXxVHQ7AQH1p0gS7EphLc0m+8gSlu64aozkquJ82quULaE4plXVMR8YC0Y9+9COsXLlyUCD64IMP8LWvfQ0XX3wxFixYgNtvvx3Tpk3D+vXr89LQZ599NuH1ww8/jClTpuCdd97Bsccem5fvHJZk/5+RkhQOR7ElZMyGTIWhIQuZzmyh7SB9e+K7by2RnmSgh1fTDml9MpZFQNMSdbxAWXCLRTsEJP4ug5US85nLyFTWvZnKFtjrgWgvhWqrESpuareRdgjR+CRncpFANVzfZCHMtrW1Df5f0wrdcSGw9m5yoL7+TDKTbdtPQtJftwAbHvw25SPK1eSYST4pySSeO5kikbyf0kIPUNmM5Hpm6fpJ0xJF/XSs5nPxrNHpnlF9BJMWJm60kSAbaKHzI/1kDgq1kSbIu4sWdMlE/8oDcQEi0kfJHLX7NJwgNpZ0HSYXfc65hVI8SGb6TtdBQrAwkikvm52+fo50z6fn3L+HNBPRgEhlUC5SDvTG+89cEf89gb009v17hBbIQu2MeaidWqhp/0ci35QCRDooCaTmU6VFniWbRzVKyMclI/Llm5ruuloiT/+uuDYfKK11TJCxQLR161b8+Mc/Hnz9xz/+EUceeSTuv/9+AEBDQwNuuummvAlEyQwMDADAYNHZcSeV/89wSQpHupazgSZArXJ2ss+Adl6hH9zRqmNH2rVEPUJjU0sCiz6RXnQgt4uAJFF2YiVG/kjFNhHqFwODCH12zQa6XqZxZq8jISgWBqJd5NjoaAIsTiAapIkr1APYDIBnFy0IkX66JyMV+ByG+npycp9WEdcKrVkObLiS8hCtWB8/d1bjDGx46Eqs+YKwpeVychwpn5SzSdQfE9FIaow0BtbauIlbq2cW6qJJPBoYWv9Nq2MWbBVRUOV0XA6RgGAuS+2vBUn4uX0mfrdwiHfOovtXfigJGapKYzAWIrNQ2XygfDHdI9s0CjhQ5fgCM1w/jsWErT3TlnKah3x7AYjvNZopQaOjIfvr6udINUL+Qt0dpImLCRNvsJUEQA2Tm7RwJhf9hbuFeVgivzm5i7TKkQEABrq2o1GE9c8njZq9Duh8Sdxn01AfxWRKyMclI/Llm5ruupJEc3VwXzyZaAlqh4AsBKK+vj5MnTp18PWLL76IU089dfD18uXL0dLSktvWpUFRFHznO9/BMcccg4ULF6Y9LxwOI6wrZOnxDLOrHA3mSlK7+3aTj4GG3ts+0peZEGOw0EPu+5js+cnlG4DieHC1HXoklaOKwOIemvF5pF2LogKO2fHcIvpEet4dqQWesSwC1mryHSrGSBPtd/k+jUcshT3kgO77hEyzSpQcqiMDgN0JDGyhHbfJCkgWAAr5XUigCDXfJ8DML5HQPkrfgubmZjQ1zkCNYT+e2RLXCp20EHj0m8A1vycn6/U3fhffv/lnMMb6KQFhLrOuZ5JPqvxgUtv3vEELsb2eBCU1KvpjCgCVhHStyGqqiu7afdBC6iM9gElERhptZOqK+RLbp6pCG6UKoScmorbCIg/PpyRgmOwk+DjqAV85JRqsWEjHYl5aUDSH+lBn3JSeKm+PxmhN2NpmJTJAGhY1RsKkyUk+ThAmbIN5pCsNRa/9tk2j6wxsJ2GofEliyoFAK91P76fUB9EAJc8MdZFpLPoGpZqwVJBAGjhA9zXYTmMh1EUaN0cDmZLlIOBaTvdc76Oop8R8XDImX76p6da8UA/5O4Z7aWyHB1IXmC5yMhaIpk6dit27d6OhoQGRSATvvvsubr755sH3vV7vkJxE+eLyyy/Htm3b8PLLw0j9IEdsfRtzTsxHqu/+raTdkcw06cYCZFMN7E8tHKRCm+jDXbTDTX5Ag20kUMgRQM1QyMoXQbFDt6TQzkV6dZXZdQy3a4kF6Zh7LgkBmpbMUiYyBpfnfhEAilMY0rBUJUYsSSaacHy7SChVFVHTyUp9pcqAMQyYpguhsy6u4VACNHmZXEDfu6P2LTAajbjjl3dj7dq1OKJJxTufJWqFTAbgmtOBm75/DWA0AoYxmnFSofcBGy6flDUpfYG1Rjjpq6RRkFSK+CpfSM9UusnbWh0PqdeEOzUKyCANULg78TmQQ/TcxzzUTskC9L5NbZEjJMjJARLGjQ5xb82AvYkWbDlAwRm+vfEyIF2f0XcEW8l3xmgjgcCUojRLqhp2I2FykekqegBwzyJfEI8ifJlUEhpt04Rwp45NS1SxgK5vKQec0+IaS02jUDafnv+ol+aDaD/Q8xZgqQUsNTRXmO0k5Ae7xEayj7RCoQ66N6EukYdIoug5kyvRR1F/r0pQi5ERmfimjkbbr+Ws8nxM41xfrNc2nQToUAd9dwn2a8YC0WmnnYbrrrsOt912G5588kk4HA40NzcPvv/+++9jzpw5eWmknm9961t45pln8NJLL2HGjBnDnnv99dfj6quvHnzt8XjQ0JAmRni0RL1UgRwKPeThAcotEuwAYjtoUFQcRgvMcINDM+P4W2kS9+vCcZOrQxdSU2R2A655gL+FHhSjbocuh2mX6To4ddvS7Vr8+2lHGNgfj67Sa8nkEEVe6ZO36SlmwWa0JEcsmazkMBrppj42GMic5pxNC5USpQSORisQg8gubKCFX5XjWbjH6FuwZs0abNiwAeuu+jYO9LcOHi+3A985FfjB2Yjfj7Fo8NKhqmTucjWRptLoiOeTCvdQrSu9D1BykksI9b4c0kV8mYdvn8lJ35McGRnzAjAIgcIab1+wnc6vWk4CTqgNUGQRPdhK/YE3KNJMidCz7ZpFAp6lhhZ5fRmQ/m1CAI7Qb/Ttod+RKw2yPnxau66kkPAmGSnwIDoQr7mW7fUTnvuZJJAabYn10TTNhT6CVI0ArrnAwIf02jqVxrQSpkXXYBR/bkpxAAP1u7mStICuOfEUBqUYyTtW0vmmmitIiIx4hBuDb+hnJdC4tiSNKZOLNiHeXRjUQmvFet3zgK4A3R/n3JLs14wFoh//+MdYs2YNjjvuOLhcLjzyyCOwWCyD7//P//wPTj755Lw0EgBUVcUVV1yBJ554Ai+88AJmzZo14mesVmveot4AiIRmFaQClwOkMVJjNDl6P6HFCwaqPi0hcUeXyjRhqaKddNcLtHO0TaHj+urQ6SKGxgtJAioXAQPv0+/TTzCRLlKFV6SJ2kq3azG7SKMRGaBr+0R0lUX4bExUtfZI6COWDBbyQel6GYi10mIBAIjQrlkOASYLOZNaKmmXDIk0TPYGwLePFpcc+BasWbMGq1ediJ9eWI5fPw90eoCBIHDzRuCRzcAd1qew5twL6ORclxzQctREB4T2oIMi8kLdwnlZt3CnS3JpLhOOvgvouXXNSj15Kwr5camK1kkAjAAUkEAUIoEm2g+Y6ugUNSLu1QyK2rJWUH6oYBtFrClRGu/B/fT8B1pokYpFgJ53gKnHCm1gUhkQ327hAxUl/yTt2dAY6zNibyBhzPMRaRPD/bTZA2hO0gTR0ZTv0D/30QERWSrFx2Dy2NPfN1M5CZOhNjLLRHpJoIz56TOxoPAT6hcJGluB2s+TVlmfeLNUI3nHQrrAE9kfN5H6Umg5AaFhMwDmxsQxJUl0/7z1QhPqixfrRZT+NZeVRjmUFGQsENXU1OCll17CwMAAXC5XvJK14PHHH4fLlb8F6/LLL8fvf/97PPXUU3C73WhvbwcAlJeXw2635+17h0X20+QHg6jibKEHWMslIxnoX1st/V8/PlLt5vRaAa2Kt4T4gFMjxfEQW6vJ+bPz36QVMgqzTTQAVI+Q0yfdrkUrU2CyA+Xz49F6k2HiSoWmzraWkUN11Ee7ddcs8geKxWixVSUyy8ZEKLgiCx8ikOlWjYDKHXTRsRz5Fjz19DNYv5FqmN1wJrBgOvC7l4EHXwTOOe9CPPaYGeeeey6dnEsNnuaLZhoAqo6gyvCSqG1VtYw2HZpgkLwQ6530jWYS3EPt6cdWsA3Y/TvyHdJQIkDP6/ESMjEf5cYxmElTFWgl81zZAtLkOKfT9aMeup6lHHDPEZXWVfKHqW0mbVOkj7RAlkpybo700D2y1wn/oQgJREZrYntz8YxoYffBNhIy1AgJcOYy+jfWR2NxNOU7gNS5x4ItqaNqE8zrESHARGl+NViFxi0GwEQbRzUGGE1AuI/m2VC3qONWOfT7SzGSd7RoGb8NTnLpcIsceXKEjkd9NJ+okkgsKpQHWjkUkzv1mLJU0bWC7SSgOmfFI4HLFpCp01yam9eMBSKN8vLylMfzHe313//93wCAlStXJhx/6KGHcPHFF+f1u9NiclF0T9l8kR/GQYUcIZFTn9FM6uHKZfFwXWD43Zy+ind0gAawvZ4Gp2fn8CGk4xWFptcShbuoTeHO4bVD+s+m2rVoZQomm1o7HclReTEP0PMZTVqKAqii5IgUpJ292U07aJMDgBL/1ym0H5rJLAd5r2RZxrrvXovTl1Kk2ZPvAP/v17pq9wC+8uX/B0mSsHbt2tz2i779jpkiP1MHCSHOBgxxjk61EGtO+u45JCSlE9hMLmGubSGfFQCAmQIAAFqA5RCN43AXXSfYDlQtSQybr1xMgpDRSpsFg5XuiWc7RZxZq0X/N5AGuOyQ+AZBDpHQ5GokjZTZFXfu1sjFM2J00m80VwnhZwoQ8dH8ZjABMIlkiaMUbtPlHkvlcK9fyIMtQrv3LglEtlry3ZJUuoZBogVdNZKwaDCRidgxI7WD/FhyNZUamjY12Co27PvjWaS18WmpjZekMU2J53szmKkPU42pQS1RHT0DyXniSlQYAkYhEBUKNdNEbOOJptGpWAgE9ojIDBstTNZqerCdTWT31oobRnridX18n8WvYyrHYJI418zEbLf2OlF8cR+dn5waXWM8fYv0WqKoNzPtkEaqcPlUC7VmCkqVgkCjGFIR5IJkB8fkmm4Gi8iaXEaLaN8WwGATi2w1YLBTJJq1iky4SkRoS8po/OiTT45xt7x582bs2deKP1xKwtDau4dWu//JkzLOO+9cbNjwZ6xZsya3faVPS+CaS6p/99zUztGpFmI5EF8Mh9NeWcqA6mWkkTNaE8+N+WniLz9EOBub6Lm2TSHBy1xGjtFRD2kz5DA5xRtNpJWSDHQ9x0zSIjsahON1gP5vTbpHUX+iJjXXph/ZT0K3EYCvk549yIDsBXx9JHBG+0evIQKGllFJ53CvX8i9O+m+SgYRKQga9zEvYIiRgKYJrtZawFRGeZscM1M8U8CQigKZRgGXIpo21ewBao+Ja92BeFoHKLRGDXwofED76flKVVJFj1ZYWfqEhP1saucVMSUjEBUtlipSEw5sE8KOSMZmrRFaIBv5E8V89ND2f0iOnL7P4iY0k4MmdpOdJtLKI4Zmu/Xvj+cx0epC6SmEn42zgX6LdyftKB3T09db0pPO2TZ5odacrVOlINAohlQEuSBVniZ9dl/JTCYwJUQ+JIFdIueQU2gS+wCzk4RTJUgLdsWhoiBsLV1PixAa425ZS9C4YDpphjRNkb7a/dPrgNV3At9d9x2sXr16iIl9TOjb75wJQKZ/VSX170j2Y8rUp0mSgJpjgK5XhObmoPh7WrmIGecALX8GvHvJh849X5TZiIkFXALa/knOvxWLgf4t5N8lh4UP0X7hZC3RRsdgJk1IpprUXGlQNWdZx2wKDIn00HxjsABGA31ntokZU37PCA73qhqviaWqopjxXqD8MEpJokbE3LCHBE2Lg4THqIe0HfYaiuo1GOhZSPVM6SsKTJT5IxUJSV4Nic+FPs+b0UbrVaCF5vPhtEOprj2BNG4sEI0VTUtUvpAe0lAb7RLNFUDdsTQhRkRyMesUwNZHO09nE30+1EkaANecuMO02Z2Y7Vbv8+D9uDjCR2M+0lgpCrXbUkO7DP3XDzfZpHK2TX7I9M7WoxUC81XXJ9ekytNkrSchKNRJWghLNfkRwQS4F5KWyOgQ/if9tFuO9pF2yGABPJ8Alnah3XADU4+L34sxZDbWEjT+7mUyk/3h8qH5Hg0G8i1asb4FmzdvHmLqHjN64bniMBI+tIiidBmJ5XD8XmeKrYZ213v/SEKmySmq2IeByiXk32WbBnRsIjNmuI+0pbKP+txgATw7yOfCOVfkzukDDCppl2L+eMBEoJXGvJa5OZVGI9pPG5FcL0SaGcQ5nUyQ2hiShJ+Tc1ruHWVTzQEJhV0/FibJARrbSoSESXMVOU2HO2n8KxFa0JUg9alzFl0r1TOlrygwGYI10vkMBrtEKgWF1i2TU6StmE5zjNktBMaK4bVEuU6rUWBYIMoFCVqiXlqAnDPJhBRoETs/E3nzl80j04eWJE5zmFbCwplRiZvSHA1kiut7n/wdADFwuymKRaMQfjZazS1XI/lHlS1IjHwZabJRVZrIdIkzSYXdTz4Afe9TIjvrNPLL0JLTSRItNMm1zdKRr7o+uSZVniY1RI6P3k8BSGIMiB102TyRpLGXzCxqCJBVIfgptJjFRHkE2UuL2pBokRQ79Axobm5G08zpePBFCrsfsdq9ruRHzkjur1RFUVOR7b3Wa4kCrXHBxTaNFuPeV2m8ymEg2iNMTaBj5nIKB492kRbYswNwTAU82ygyKtRJ84CjjnyQon0kIPlFglsJNB8kazQqj8jPQqQ5ywZExXs1Ckg2qp3nPnjs35NucyKHE1+byqmwq6uRInSNVhGl6wQiH9M9UWTy5QoeoPtutFOfWqrJQdzoTv1MAZScdLIEa6TzGVQiIkrMS7nfYCIBM9IfD86wlg2fQy8faTUKDAtEuWDQl2iRyBekkmOlrZqc/rR6SLEuUa1ZpK9XAdim0gQxsJ12uf0f0Oe1sRULiAlxH9D/PmmSDKbCh4/qHzR7faLTeCZtSiWoaHWnIj0kPIa7yLEz1Ea/3SqSrJUvoF12JkJgvur65ANLFWmFvNupT1WVFgElRguhpZqEX/t0Mm34W6hfjGZAdVEpD4MdJBAZxAJRQebYsgUjm5IyxGg04o5f/BznnHchgAyq3QuNUs5J3qE6Gkg7FB6IJ/XUM9rkpnotUaibzDZ1x4sNSwslbux+Deh9g65ttFLfG63CvwhUdiK4j0LaDVYa2/5dJFRFhDO8bQYAlTTKlqr4WHc2JWo0zO78LET6kOqYh0xO5rLcaYcy3Zw4ZwlN+zTAKLRE1iphIvuMhB8tgWRwP+VJstbS/ShfmPgs5ytjcymRymfQPo00+oF9gCwDkTbyv4IBQAzwfgSoTSNfO9dpNQoMC0S5QtMShbtJg6E5serrIZnctEuM9ot6QSAhINgiih1aSF3tmh1X/wNi9zkgwq4PJmEpXcjqeP9m7UGD7vszaVMqQUVVaQEJ2skfwNlIzrK2WvIjkoOAzQ3AkF3GVbObfG/kUKJjYbHtEvUJ8gItZMuP9JOQLYeA3jdp56ZGhGOuMGeEekhLJIeEeUyY0SyVZKYtX0jXT2dKUiJZmwzXnL0aj30b+Mp/Az95knyGhla7lzCraUZCAteckrxDNRjiJU8GtglfFK1BY0huKkmk7W3/F5lx3PPIcTrmFVmRgzROPdtEKQ9VhDG76L5Yq0kLVCWiTa1VQO9WaqcSEZE+lYmJGOUgtdHkpO9PHqv5Woj0IdVQaZHMhXYIyHxz4phJG57AXurX3rdFdnAfULFERLbWUURvH8jnylJG6TqSBbccRFWWPPo+0CIj7XWk0fTupPnVYCAhSTKCasR1pk+wm8wEEYYAFohyx+DkfDgt5LbqxOMxH+2MDjwjCnP6AEik3g0NUN4MOQjAQGpyLd8IQMdiKpnW3E0YNmS1EL95NJNNKnW2JJFmJHggbko0GGjRt5QDvh56kMM9iQLXSDtPVSU/BFUlU5NGMe4SHTNF1McHJGDLClC2CPDtoASdBjNpzcIdIslfDQk6SliYFRwibNZKC5Brjhh3z6b/zkzLy+gxOXHu3SqkFf+H887/Cs78JXDj6ni1+58+Bfxtq4oNG+7KrUN1MsmCQXLJk1wlNzXZSLgc+IgElb53KVjCvzteA0xRgYgfMIbICV4R+Vxs00ijoeUPstfRa9lHJk+otLhbymmMGkxAoIe0Q9qYTlUfMR8LkT6kGqKtufIdSmfCAuLzhqMBiA3QQiyHSCBTVWBgB0WaVS4jQVIOAhVL6dn1f0o+jGXz48+yfpOk+WJ5d1Px18ABkaIB8UCDiY62ee1/l8bqwIe0yY54SPixlJO2DSAzfdlBI6dQmYCwQJRL0u3atHpIsSCZOPo/pIlGMlEIqdVIAkSwUzha+oQjtZjMw/0gR1rdTq1YnNnGEsKdSp1tLkdCRmFAREaZRKZeZajAlcnO031QPNKvmHeJBgOFenu2U5SdpALlc4HwAWq/pVZohQ7QRCYJjUcsGPfLAmhBtlTRwhvzimKoKVIipKs9lyFvvvUOVAAvbgf+uiV+3G0b3o89pyQ75o82uelwmkZVJQ1OpA+YcrwQXqIiQsxA98paSe8rInzZYKBcOpYaij7t2kwLviSRmSLYCUpQ2EZlWaIeMq33fQhEe8lvyeQGEBtdfcTRooVUy6FEISNX1x7OhGUwA33vkJAZPED9Guqk3FG2OsD4kfBvipDW3WAEYAGs5dQfWpTrYISZL+6L5d1JOYwU4b8JpfC+g8D4BH7oN+aQqX/LFtCY6n2brm2wCL82AJXLM0uhMsFggSjXpE3yJuohVR1Ju0wVpD4PdZBWJNRNESZVS+lBDh6g3ZFBAqDQQq/fqRWLM9tYwi+TNUyab4XJRTtALQ+TEiGtmrWaTCEVS+jzqcLI0+08KxZR0chSyFTrmkNaogN/pwVUjtGEHu4mAVoJ0KQuh2mCkyxC2yHHnWENKvWDqYy0G4HW7GvPjcDjjz+OO++8C6cvBTZ+B3hlJ9DWD9RXAMccBKy5O09h9yORLrmplk033X0fSdMY89CiKylxzWVUZJiO9ZGzrtEJhIMAvIBiBcxmKiehBIDemK5+mkOEjkfj5TlsNSTUB/bQQhUZIPN5LCBCy70i91JTvnqOyKez7EhaZX29vYrFFKUrR0VU1HSaIyQtwaVJZF2O0j3r+0AkalRJEPLvEdGH02lDZJ9Oc4CzUWiNKorDd3C8Aj+SCxWrETL/eneJrPiVtHkqW0CJd4tpozhOsEA0nkgSULUY6F0I9L5Du/+Yj7z7w/3kiB1oFWn+O+LlAJK1Q0BxObONJfxSv2O0VALd75AdO7CPdtRmt3DuLBfRZX7yzZDUxAlipJ2nvmhkoU2NI2EwUGRT9xvkUxXpo4VTUcjhVnaK417KfWMw0cSuKKLEgwxYTBQhFOsHHEL17d+bqEHTwrzLD826H2RZxhVXXIaYQqYyswlYeUjiOXkNux8OvZZIn9x0pMjEkTSNikqak1gQsII0FvZpVCfOOlXkQaqn8G81TL4t1nrKjWMwkXYv2EoLs6oCLiuZ3NxzyBne6ABULwnD3p0iJ4yJBC3HNNL6yWEa5/leyPM5v4xUdBSK8M0KAVABNQCY7aKeWRsFolgr6N4qUdImx/y0oGtpEYLtdD8C+yniDxIJeNEBMg2Z7MDU5uJ4/scj8COdCdFeT399W8TmygxUHzUptUMAC0SjZ7RqTlsNMPM8ihCKdIrImH7yT3AfIpwxHYC9mhY4hEhjkMqOXyhhKNVvN7tJaNGySmeq4k3YMUbIHGCuogmv5y1aRMyV5FwZCwhH4WqaQJRooqOw2Q14gyRMGm3Cr8Y4tGhkMZgaR8JRT5qA7rdocQ32kIAc6iEn3kiQtA5yEJAl4XcWjocwKxEK9277J4UuR/pI4xBqo+soUVp0qpfTQqFWZ7U4bN68GR0d3QAKFHY/EvrCuFpy00DryLmK0jngx4I0ntxzyYclKHy4TC7SYChhep5VkBknGgMQIU2dZCJnVqOTTHdGI2n7JENc0xTcK6JR++m7wt1CMyqc41VFpPSwkcZwLBmjMyVf80s6rbLsp2i9nndJUIx6xJjvpfsRPBBPIOlsimtDbXV0fyUjBrOPm93UX45GMm9qvmS2aWQ2c86mgrbFQCYa7rFu3pK1UPqkr3JEBG94ganHT1rtEMAC0egZi5rTVk35SAbeo8EYE05s/s8AX4T8CCyVtJuBPXdRHrki3W+XQyJLL7JT8eoFlYrDhJ27SqhyxaSmxkjFa3bRgmUwAJ2bSTUOCD8RJ02aWoh+LADUnRDvu1LKm2F2AzVHUj4m7z5RVsFJC0CoiyZOOUoLJVQ6DoOYTCX6/e4FVJ8qsItMZzE/5ZixlNMEqERpAfftoh1hFup4vZBTsLD74dC0RPrkppnkKkrngK9lTQ/spz4MvkURZIEOUVZnd9x/SzVQNCAiwpwWARCjcVu5kO6ZpYa0GBWHkZCmhMlUZnAAse64MKIowlzaIwppNpLGqRhMPWMh3ebEPJWEepOb7oHRThuiSL8wGVuF2dII2KeQwGSfQRsIrcab5rg+sIP6C7IoEmsVPmRm2ggkZxMtJMNpuEcS4oGRN6DJWih90ldrrQjCAOCaR2M22i+Ey/KhUXuFTmKbR1ggGi2jVXNqqemdTeT7EWoXKuA6ACrlUJFMlDvGYKBdZK4zxGZDKm1Qcp0tLVmi1sZsVbx6QaVsAdn5tZDbgW0kBA1spwiqqJf6y2AjATKsy9nimAGYF1PYctRDO2/3/MS+KyZT43BIEvlQlB1Ku2WDgyYuSw2ZWBWZBEeji8yIkoE0E1qle8dM6j/3bCDSQZl8LZWA5yNaECCREO5sjPdfFmhCzrQK4JanE0t3ALSO//RJYFpdbf7C7kfCWk3ZuT2fDM1VlK0Dvj5reuUiOjfUAVjD1Nf79tGPliQI6Vw4vIcAKUTCrGQk7SdkDCbCqzyc7p9qBWz1JHTF3IBjsajqHiH/onAvjQHXvNQ5pUqNdJsTi42eff9+IfQH6R5EfSRYKr2kXTc6xP0zUL/ZppOAqWmHYyEqZWOpoIEZ6qAglcB+eq60bNbFwnC+VblIOJqshVJl4We1l3ytoNCzMfAR4PmQPmNyUMQmxKYLoOtXLhHO/rprTxAhiQWi0aINsGArOQIbdM6q2oOcynwU9QLtz5OvTKSXJHQtDF+RaRdpqaKFamqzWOQLuBtMpw3Sq1wtVRQibHKOXsWrF1Q0Xx/nTNKMGMzCKd1O51UsIi2H2TU0ZwsgQkhbaTFMZQsvdmFIw1oNTDlalDLYKyLJZCH8SFQo1GAEVDNpQGQZMAgtmr1O+K5Ygarl5JNlnQqEWmjcGYRfmrVyVNqy5uZmNDXOQI1hP57ZApx1J3D9mfGw+1ueAv66FXj88d+Mr0N1MmZX6lxFo3HA1wqrGqwiYWaYBB3bVDLbBPbE5wGjRQieMgCV/JjMUyiix1JNc4bZTYu4BFEY2knOw465lFNHCYl2hkQ+o0qg9uiJ49+RanPimk+lNfx7SaspB2gOkEPkSxXziqz1drpHmvwZ7U/UDod7aBNgEuknwt1Cw1SE2iGNdL5VmQjxmWxA9YlfbXVirjWTxrnsUKDqcxTNGu4k4VvzL/LsIO1yuIdMj2I/PEgxZPrPESwQjQVLFQk6nS8k+huExMDRipImD5jIABDtBoWXG+mhD4NUxUqMFrxINz3gqR6A8SSdJsw2DYBEOwpHI+3YgLFFb+lzyWjVzO3TKWeGex7tDM3lJPBI0tD8RNqiLplIG6Cv8F6KSBI53DqbhENpuzAnWIFYTDhBgrRCSpAmqhhEYkYf4PkUKDeTs360hyY1Sy1NgPYGIWgK04Smjs9wt2c0GnHHL+/G2rVrcUSTinc+A1asj79vMgDXXHMN1q5dm4+eyY5UuYqGM09IEvmyeYO06Mph8ewK/xTvx6JIqBeQZKD7VfINDLSI+6DQ8yBZhKnTJrR1C4CWPwhn4DBgqSOByGAWGyKxC5+9lEyglkq658EOEoSdTfH8OROF5M2JGiTH9M4oLcBKWORqMlL/qBAa65l03OymRd1aGdcOGyx0fsXhZF4L7CPhqPcdoPpzxacd0kjnW5WJEJ/JpiY58asiTLqyn8aX5z1y1/DvFYkv64TJ108Rm0YbzfVmd9wiUEyZ/nMAC0RjQZKo6GLXyyTk2ESeE5NTpNt30UCyVNBOEhCFWw8C+ncAjj5RL8hAk6IqAVIUcMwRi5Ip/rlCkc7hT3NSNpjp96XKpjsaNBOdxQ14Q/SgKjHhSyB25TFv/IHU8hMZhKlIS/NfsTieHLOUccykxdz/GWkXVVUk5TPRgoEgoJgAmAHVR/8qEVoEoj6KxoOJzLTB/WTWiUXoHN+nNNlG++M7vix2e2vWrMGGP/0f1l1+IQ70x4/XlQP/dd+jOPdLX85xZ4yBdEWE05knIh7yFQrtJ+FR29xEPcL8YhN9ZqQEi7CQNirUQQKRZAEUL5nDoNI5cpjGaaCbhDRbHT37RgtpmXq3UjSZwS7q1HlE8rw+Gv+KTO2w1uYvB1GhMbmAys8Bna+SZsJUTePYYBYpJMoBk4XMiCYbjVejPX5/bbWUMNNWK5yDQZsJk50W+GLVDmmk863KVQkSx0wSavreIvOrlnrAXksbTn8LzR3BAxTsI4GeDf8+Cvwx2kn4L19Am/lijtYdBSwQjRWjlSa5PmECi/ppUvXtIuEoFqDFXYsKkSR6UHveAHwfk0CkRGhnr0bJJ8RkE9qhaeMTTTIS5kpql283hRlrhHqo/lK4lyac8ABFRlkqRx+Fp5notAUp2EJOqv1baVII7KfFveow4ZNRQQKZfw+1Tcvoa3RkrfUoSiQJKD8I6BQZuhVZOFJHxSS2X4wbC6AYaMKCkcahwUnaoNgb5KMWiwHB3XR+1EeLSMRL/WZ0kPBursxKCF9z9mqsDgObd8RzEDXPB4znnJ2nDskRei2kpRzwt4px4wQgTNvOJiE8NYmyBhJpKZxzRLmTA7RQ2BpJA2erFw7ZMgnqivjXYKZ/EabFK9Qm8kGF6LqKSoKWyQ6ULyJzr6rSztxgpfaYK0iTHOosYKeNA5IElM2iRJVB4ZdlrgZUPwlCZXNJGxRsowXdUkF9GxObBZOD+l3TAg2GmB8Aqj9PeZ2KmXS+VbkqQWIwABULgPZn6dlXQnTcu0uYFXtI8JRUYXJ0UeBPNEDmM6ONNqNGx/A5vUoUFojGitlNJomBj2ihtlaRetzkEinRbYB9ZlylqKq0K3TPJ38Cox2IyvSeJBzbrNU0yBwzi0MVKftJuPF8TAKJFrYd85Mzo/dj2hm7ZsYfzsFMsVk6AupNdJWLxGsrhS1rTn9Rj0jWti/uL+D5OJ6XRKtXNdz3lAoxHy2yWoSMZBS+RDESUtWIztwinPAH8+A4RVkPGag/BbC4gJZdABTStEUHaHGWJBKSYn5RMiE7IdxoICFIE4o27wCaZRnGYp5dtAXG9ymFeUf7MThuNP84k2YG7hB5rIwUNl+xkLQX1koq4WEzApF2GrMqSKOpeknja7LTdVRFmD4OJkE/6qXF3uAEZC/VNixbRDlg+t4k52ujnQRdyJQrymAhR/hSHMcamWyUIAE1zZQuwvORyEAdBWAFXLNEaoQImXXK5pNJsfsNETUZFbmGDsTL1UQ8QLidfOm0TNZDvrKINk3pAj/GUhVAT/liMt/2vEYZqaEKv0K70LpVUT9G+kjgCnfRHGow07h1z6Fj6fxkS5hinrJKAy0ayPU61Z+y1YkkeREAMvnA6KPENA1IqB1QRBSKHBC7fBEyHWwDnDOKRxWp5f7wisXUOiVeG8o9D+gK0ALrnBt/OEcbhaffCZns1Hf+3SJz9U4g2gdAArpfEcLPQaSFM9lp0dHqVY024q3YMLmEk/0MwFsrIhM7aLGUJAAGWoARowltMMrJQP8oYcAiIpzKDgXcH5H5zeSiseqaS6aeYAdNhKMQwje+Baz7HbCnK36s6dFDcMed/4U1a9bkri9yjVb3zPsJ/XZt3Gj+caEOoWFI2hG7ZtO4lrbTbjrcD8BKu22zAwgrJJBq90GRSYOpJRA02UWhzR5a8GN+QPaQZNm/hYQxOULnmcvJxGGwUph5qfvFDZeuRNOKmV3Uz+XzSUMs2QDJJVJOtAnnaAfNnYpMflo9b4t75Ypn9Y556bpBEa03sJ00gqkotk1TqsCPsVQF0GM0AvVfoPnUbBNO5wdIKFIVuke2KgoSiPaRJcBcRklgbVOojzQH63R+siUKC0S5wFoN1B5FuxKDiQZopJ+c/ZJzCJlcAMxkp9UqWSsxWrjMFVQCIAyaEKUiuT2SJAo+1pOGKOaL14ZClP41lyUKfmNJNqbfCdmn024k6qMJs2IpPYD+PbQ7NDpJWAuKSUIrCJvJ95QCkkSOtLZ6MiV4d9G4UBXSHMEg/kC/WwmS8AOzGIPCwbzrFWDKCqBmOS3WES+9J0mi3pcqkkFml+Jh49P/wNq7JZy+VMUfLqckjdtagFuePoC1a9diw4YNxSsUJecqUiOUzkGS4kWGtQKnyVmujUZavJUI5RNTZTJTqoB4gOk7YgpteEzCxCFJQDRMb8tRUYJFBuxzKZ+OCsBcAwQ/FJsKpzD/tgEVh9IcUcoMt1GK+YE+kWZDUelemFwU9YQIEOwF9reRxshgI1Nn98skGAVaaF6oPILyR2lCvRwmgdU9nzYR9jxlgh4vcpVctmoZUHss+arZ6kjoNNqo7231pIGShbbNMSNuonMdJPyIpsSjfUup/0agSFbcEkeSgMrDyJ8g3Em7k1TaIe1cZwPtkBRhooj0ADCQSlyOAmZhViumRdxSRcJdsF0kiJsVz/5btoDMhPr0AFquIoNzqO+R5uejnZf8O5OFKXsd+VVIEuCcBkCl49YqEgwqFtFO2vcJPaAaxVyvLBsMFlqwlRAJMwYTLZyyD1BDoNVVoYUBEkU+GUBjzFwhcuqIxcZgAiQ7EGunPjWaaNE1OLJOACrLMtZdfSVOX6om5CE6ah7w5FUqzrpTKkwts2zQ5yrS/Im08gaxiDAnqlTmQIvwinopPD7mFUKNBERDJIhKoJxCCCCuqTOQH1zUA0D4u1iqyUQeaKXF32gC9m8Um6MYLT4xP2lEZLGhsNYDUzvIt7BUGW6jJBnJ39JSTRpRs4vmGu+nND49H9FcaZ9Jc49zptC29YoEt16xGQD1HUBj3Owktwb/Z0MzkJfapilXyWUNBmDK50kLFO4l7aO1gvpNSxTqbAD6emmjpMTIVGadSsK5cxY9KyOVwykxWCDKFZYqss12vSBS7A+zwDhnkpmt/Z+AY5bwARERKNZKEh4qlxSX+nFQS1RH/jzJu+bkXEkxH0XrBFvJxyjZ9wgSLQjp1KzJWiKYaGExl2Ewui/cM7ROWbFXsx8NZjdQPk84jstkRrDWkgZoUEtkBiVQM0GsyqQBcs+i3ZxzplCFTyVNhtEERHwip4h5VNqhzZs3Y8/e/fjDJUMDdwwG4Poz1cLUMssWLVeR71Og/wNRNy461DwrAYBCWghFJiEq2CIcU4Mk9AAY1A5BpT9rJe2q5QAQDVIfW6pFSHk7+QnFQqQFlcMAjPS+0UL3OdxLDq7lh9JuvtQZLmLKNZv6IdRJZkJnI/WbrQ5ADPBsp39tlSToIApIMcDdRGb1cCfQ/xGNbzlGZs/Kw0jwTJWBvBQ3TblKLuuaI3xZ36J5WJXi/oSRXppXbVMBGElArVxM/Wiri6c5KcX+G4Yijj8sMTT1u72eBqo9xQKjqvG06JVLxE5FoYHpmCGSuVnodcWi4lvILVX0ANlqaHcQ6iZhJdXDoKnGTS5yJJVM5HsEE13D5BxezarthCSTUNvWx4Uw7X29wKNNsuFuen+4tpUakkTRR7apotZbBQCJdnQmp0jQKPzPoAiNhELnVi6hfnM0xPPdWMop9YPJTNdOZdrNAK18h1bLTFaAFz4C/vAq/btgWuJ5RY3mT6TEhNnLRObZyiUADMI866Ixa3YLfyOD8P8DnUN2sKQLK/RMq4pwuA7QQm9QKGrK7Pz/7d17dFNluj/w707SJG3TJL1foC3lfmcQpBZFUcoAOgPiBQ/DOoAIMoo/cYnKMM4c1JmRiqPocZ1xeeZgcakzjDJyGQdkEKwgAgLD3coAA5RLL9x6CW2TNHl/fzx7p91tUtKStrk8n7W6oMlOunf2zt7Pft7nfV85yNfQ8ex2UnNcdAqdH5yV9Fx0N8DSL/jOCe3R9Lvtkns5KfOSuV2UFbv0DfUstZfTZ1JfRmNoGVOoeTdKHovMYaNgMnkskH6v3CmgDoCezrVRcdQUWV8GzwTIdeXyvH4VUM11GEraEwwp1x/7VfpxVsqZ/Thq8tVIdOOls1Bwb79G52yXjUa8j+5Ox6gyzEpDXfjcdMo4QxRISsDgqqMTaPMLjLOG5t+yV8t3gy4qoNQnUmFgQz0VzZpyGlP1wXSgtbWoT2+msYQ08tg49eWNcwm56288looS5FR/L9dXuBub35RmN2VQQaUpMhRms/el1R44EnX/rj0n11XJqWzbWZrOw1UnD4rsADXTyN3DLUMBo5UuAPokSpHH5tCF39SLsmnegnc/KNN3HD0HXKxsWVidYVUvF9SUGxpbOvVW1Oi9N88qx5QpG0i+g2o53G7AraXifho5EIBcx6WRa7y0cjAqGWjAQGGnC0t0d/ruO67SRUi44SmIl4xyF/04uaj1Gr1HMGWO28tbjylTbwBCLobWyAXSKXK3eycFknqTPNWEoGPdbacbtIRB1KwJifZf1CXKShtTgPKtdL6J7UXnnOqj3uc6DHfeCtqV+eIqD9B4WwZ5fKd6uSekaKDA1VFFU3rUXaSbzthsOibNA8Lq8+OAKJD8ad+tK6Mu4g3XabmGauphAglosFMvFafc3BSMVfv+FvU12GjE07qLchfNekpnG1LphGdIAWxn6At4o/l37JcoUHDWUPOb0r1egAYbhKD3sA6jO6fqf1GTmnJHFCrdQX31wFF63ziqKFsmSXTBtJXQMQSNPL2D3LMRLio210TR8WQZTONeGayAO43urp01VKR7/aw8oKhQTx7pRzdaZfqO//fBeew/A/xkOFSF1b9bD1w8AFy+fDnAH1QH0SdQNtN2mrJm3ppnm46xlTAMuJAG2I/LPf0AQJ7gFRIAeRqPulJqlnNdp9fHdqcJd4WLevPUu+X9isb5t5QR2YVc7G7pSxfxMChcBeD95sqUDUDQOUM00HdXl0LHtiGBAnpzP+DC55TdibLI2aE7AfNgyi6Z+8j1mQ2NTcWSkbJslkFAdCqNfO9rrsNw5qugXWeic7HWSMdYdDdqmpQkOj/H9aYss7Js+deNvS9D7abzBjggCrTW2nej4qhretVxSr8bBdDQE7h+ii4+wgZYR8iDX1mD8+Tnb1GfTm5eMCTD0zKrNVEtBORBv/yZVNSQCCSPpnqN62flcVzO0IksphuNB3O9pHGOnYZqKrysPUcXrVDqDurrhKXMUl99gk76zhpAkgdShLaxV5nGTRkIt5NO9sZ0mhdK0tD/687RBUWZuV04qZ6o9rx63CbAr89Nq9Vi+etv4mf/MQ33/QgtCqvXPwtMWQG88PyzmDp1anAUVvuarNhZBblNSz6WhDxnllyP5q6njKQyxtblXTR+kaSTJ8tUepbJdUMw0MVXqwdq5WJeyM0zDZV0Q+CQuzRrY0AjjQvqYq8zQh6pVW6eG0gXqTC7+Pi8uYruRvVbkpY+a42OAtTYTMom2U4Cl3bQfjQmU89JrZYCKlNvOr7rS4HYvgBcdJxHd6eMX5T5xnMdhitfBe2GeArGXXY6xvTxlFmu3UhBZ9NpkbRGyshJEu2LMMoOARwQ3TxfzRwue+P/m95tx/Wkg9F+iU6yGg198e2X6S5SF0MTcBrvDN6Tnz9FfcqXr+5C492eqQfdDRoS6ILt7wleKXqtvwho4+niE5NOj2sNdMFXuoCiGwUBuujQ6w7q64Sli6UmMMcluQi1gYIeTRSgscuDL8qD0ik9m4SdLioVXwMxKTTqMrTy8A6mxpnbk3uoe90AbfrckpOT0eAGXpzivbD6l5MRXIXV3rJwzlqg6ijVAwEAtPSZVBXTRdshZ4eUYTB0JurxpYsFEkfQaOC1Z+VzQBQAiS4kln60D+svyDVdCUB0NqARQMJtcgeMKiBKB8BFQbC5f+P8Uo6rdMGPSaNgIMwuPj5vrpTzhruBskXRGY3nC3083TReO0TnzLRbGkel1ifQ52f7t5zZ60slCc7r8hxccsYvXOY6bA9fBe3O640ZUGU2heun5VHWm3xG9iuUideEaO3VDXBAdLNaG2hM0fRu29PDbAsVCTbIJ4PrJRSVa3RAbE9qzw1m/hT16RPUd3tuR+PdXlvvLpp+kc39Gi/iko7u6JWu6UpgarepR1IF/GoG6nK+TlhuiYIUSUujg9eV0kCLNaepsFRywtPTTBsNaC207dXfy+NGmeiiUltCFwPPzO3NhndoY++85oXVzQ3url6uy3nLwuls1LvMXknHjyEBgI5udJTAxNTk81Au5NfM8thXGfKwEHKzmcYoT3ugp8LUKHk5g5XmRovJoGNVawTcFdTsKwm5K3MC9Y5ylAOOBirsDpfskNebR4kuxEBjLWBUfON5w5imPl9IEmDuQfVbdecoO6RE4kptV1wvuQYLdJOkiZKzIFL4zXXYVv5OAWJMAtLz6XvRfLn4oXQjerO93IIQB0Q3q60jMms0QOpY4No+qvnQaKlYMCaT2r8lEfwTEPqraZbI291eW07wTb/Iyutc9XJNRib9DWcVXfwBeZ61JiOpAqHRfObthGW/Sp+dpAMqj1HbvasGNKbNVUByyVNDyE1nOhNtu5IR0psoq6cEWMqddgAmi2xaWH1bn5bPHz2vXq7LecvCRZnoM6m7QBdQcx+qwZI0FEBGWQHLcPVxo9HLI1CfpvHEtFHylCmC/q+TR7Z2u6m5EpLce8dNF3h7OTXjOOQOFtHZ1MRm6Us1G6U1VP8VmxU+2aG23Dwq+4jGhVCfLwyJQOZkeeqgFPXrm4+XpjXT724nPa8c302P+Ujj7xQgMZl0HvW2XKgH5z6EwVW3iyknWI1cSyBJjT++Bq2K6w3Ej5Qnb4yi5rX44bS8eUBjCjjYNe/G6e0HEgVBGl3Lu7228ta1PqY7pb51JvkiJShw0MXSl1dnouyIo4Z68bgctM6tzqXUxVps5xUK6oQbnnmHJD1dK7QxNH6IxiBf3M3Ua8w6AICLLhiGNDoGjUnU1GlIaDxum3d9bmPvPKWw+tUNEtxu9XNuN7Bsg4ScHpkYM2ZMgD6cAGj++UoSfSclPf2uM9ENiTGJgiJTT3nm9CafSVQcYO1LPaD0SfIEuSZ5GIRkAFrgehkFVLUlFCxdO0Rz8ZX+Azj/N5puwnmVBtc0xFOTp+s6NXFaBwLp49XzA4Y65eZRgDJAzX8EGm8elX3krPY+fIYutmUwBDRmiaLTKKiNzZBvMHWh2/s00Jp+91v7TPxdLoxwhigQWhtozFvk3TRLZK+UR2e1UjfSUMoOKcMIOGp8L6OPo6ZAfQK83u21ld4M1NRRE6PLLt+1S3SXf/0cZU6qL9Jytn9TINF0MMiGyuDPFDXvgaOPAxJHApe/owt3zUl5vJVaGqKhoZqaaVz1NB+WUsyLBgpCm2YYdLEUqdSepQyHcAHXjshTVZRSc479qjz2U/YNj0WtVos33nwbDz30EO5fASyZTM1kR89TMPT5AWDNmreCo6Ba4S0LpzXSIJb2K9S0qzVQgB1lBZJGtyy+9YwNtZu6I4sGysRBA0h2oOrfcqG1G40pSgG4lLYcAwVScT3ppihpFO1rYzogtFSnoYx2Hw7ZIcB3jRwgB+UaulGx/Vt5EICWjlHlMUlz4+PSM/xJPdUUmXrKPVRvcrqLcOJvb+FATRUSIjggCgR/22WbUrJE5V8CpoF0Ik4aFTrZIUVdGY0LovfSW8NxlQqpk+8KzJdK6cpfW0q1GNGZjU1izmq52cwGwEFNH8odpDIRrbkvNT2FQqF18xNRdDfqGmu/RAGS4xo1qUBDTQLCJY/z1ED1K45q+U7ZS/1JfRlwbi1lSBpq5foXHb02pjtweTe9R/Z/+DVNxAMPPIA1f/kIixbMwOiXGh/P6dEda9a8FZxzmTW/ibFfARLzaLgLu1y8bq+gZnCrj+JbQyKQMASo2CrXx2np2HI2UNYOAI1HJMn/ApSUlwMuUyaQNFJuzhHUzKa30v/jhtB+Crc78tZuHrUxQPk2eSojmdtB+0Thz3HZvFhbownMdBfhxN/ewoGaKiREcEAUKP62yyo0GiDtbvmkmwXYy0IrOwRQUBGdSuMqSVFyVkLmclAGJzqdshmB+FIpXfmNSfJ75jTOXWbMoPmlIFEgpNXJk5aicSJa4QidtG/zE5E+HkgYCpRupSawumO0LWigmauri6n+zO2k4FBnpFojb82TxjTKRNgvU9FuVAJ1U47OoGPRdpz+34ZpIh6YOgVT7MCOH4DSSiB96kaMGfvj4MoMNeVtHJz4ofRcxTbKKDhrgUQv2aGm75GYSxNe1pcDbh11pzfqKTt0/RQaB1nUUnZDuChpZEiiTIdlKNUTVR2jpl+Xg24i4nrRMRtuhaut3TzGD6dj0nGFbmCaq/nB/+OyeU/YQE13EU78/Uwi6LPjgChQ2jqKM0BZotS7qfkiaQyldkOJ67o863o1UL+PAhVF/SXq7eR20XKB+FI1/Yw1Buq1o3DLXfHNfelvXDtAzT5CyEGZmYpcQ2neneafmWUIcPUwZTCMKXTB1SdT04vOLL9GHo06JosuNMaElsegRkNNcDU/UEFwdDIAJ3Xxdst1be0IzrUaYOxA+Ze77qSxYYJZ8yycIYFqhaoO0zhWxjTf2SGFIRFIyaOA1F1HzZjR8fKo4OepPkjSA3BT1shtl2dqtwKxqXQMK6O3a6MpeFfOG+F6AfJ182hMbDwuXTb6ziqc1W0/Lpt/fuH6ed4Mfz+TCPnsQigdEQKUL3p9uX9t/5IEWPrTxSsU5ynSmah3TGwWZYe08vxk2tjGiRljshubpwLxpVI+Y9d19eP1l6kgPXUs3elHp8tzGrlbTkQbSp9z08/MkEhZIkkC4vrQWDfWgfSTcgc1nZkH0oTBUWbKMvgavkGZ2LH2vDwcRDbVYdWeD63C/puhBNgxTQqXDYmNw19Yh9144D7XdcrERafCM+2E8xoguammSNLRtB4AZfCglecl60+ZPkmirFDcADmYCqOaIV9aK9Ztelw2FUnHJesyHBAFkrcT7I0oWYBQHDFVmf8prhcFPc5KesxRKQ+m2Ktdc2SpNO/JpkzY2FDXOEljbRllpJQ6Gvs1qkeovyrPCF9NtUaG9NC+2CiFvPokmiQ04VZqZhEOOt4ShtPYN0m30lhNrd1NK1kiTRTdfWuN7bsLD3XNv3+SREFn8piWPcu80cld9i0DKVjXx8u9/eKBmL6UuZNcgCaampB10RT0JN9On7X9GmWFEkdSUBpqAXt7+bp5bH5cApF5XLIuwU1mgdaepqFQTkcqPTpsp6jgueE6ZWaic7xPcNtWviYkrLsIVB6mz7u2jEb9VnqVAXKxsNybxfZv+oyT7wj9i42SJSovAlLGUiao7hw1PShzQWkMcjB6gyZY5W686ghd0GvP04B1kXYX3vz7p0wX48/30jMYYG8qzK67SAXTQgNERQOuy4DNRvVsEHJzWRwFSM5qyjDFjwjfmiFfWivW5eOSdREOiDpCpJzUgMYsUU0vKoisL6eLdCCyQ0DrExJWHm0cp0QX0zjHmSJuIPXUqdxPzR/eCjVDjSTRxcHdIBcBCyqIdtVTXYopmzIR/jTBNq0lqi29ubtwXSwwzQZ8EuS99/zVlu+wPoGacxpq5axPOV3soaMu9A21QO1FGpgxtieQMoaGhdBnqadAiKTzBuD75jGQxyVjbcBHGLt5SpbIkET1AIbkwGSHAN8DX+qt1MOsoQZIHE61Q5ooKsbUaOhHHwNEGWn90scHf5Gvv5QMhiGh5SCDzuttq0Px1Gyc4RqN9lKO0Wh5zCeNkZq/4ocAiYOBuL6AMR5I+BGQOgawDKBmsvihQMItodlcHii+gkA+LlkX4AwRu3lKlsjWmwazi80OTHZI4W3skuaTNOrj1Wl2haMSSLmLuvSGE+VC0p7ejU0pd+POq3wXfjOaztuX8CPKBlkGUjOY/QqNRG0dDMQPo6ERwnwKhJvGxyXrAhwQscDwjA5bF7jskMLX2CXNJ2lU0uzOamq2U4oxU8aE9wn1ZkeTNfdRD2TJ2q7pMaqPByDXFolMGglcqwdie1DPQGdV5BRP3ww+LlknC+OrBOtUygUhrm/HnOy9zWMW3U092m3zLruR0lW3Pb0bm+OLzs3zNv+WUgSvM1OTmv1KZHStDxQ+Llkn4oCIBU5HDiHgz0SDTbvsRloxZigP3xAuvAWmShG8uS+ol1kIjoXFWISIgCsF61Qd2VPGn4EvI7kYM9J6KQUjb4GpPoF6l/k7YCtjrEtwDRELHf5MNMjFmKyrNQ9MI2yCTMZCFQdELLT4M/AlF2OyYBNBE2QyFqo4IGKhx5+LCgdDnU8XC/xMdPVaBC8OhhgLaiHTnvDuu+9i6NChMJvNMJvNyMvLw6ZNm7p6tRhjjDEWBkImIOrevTsKCgqwf/9+7Nu3D/fccw+mTJmCY8eOdfWqMcYYYyzESUKIkM1xJyQk4PXXX8djjz3m1/LV1dWwWCyoqqqC2Wzu4LVjjDHGWCB0xvU7JGuIXC4XPv30U1y/fh15eXk+l7Pb7bDb7Z7fq6urfS4bMEIAzkr61xdJAqKs3NuEMcYYCxIhFRAdOXIEeXl5qK+vh8lkwtq1azFw4ECfyy9btgwvv/xyJ64hgAYbcO0gjVbrS5QZSBgJRMV12moxxhhjzLeQajJzOBwoKSlBVVUV1qxZg//7v//D119/7TMo8pYhyszM7NgmMyGAqweB2hIgplvL52svyDNhD+MMEWOMMeaHzmgyC6mAqLn8/Hz06tUL7733nl/Ld1oNkf0KcHk3oLfSRKQKVz1NO5GUx1MsMMYYY37qjOt3yPQy88btdqsyQEGj+USkCmVCUh66nzHGGAsqIVNDtGTJEkyaNAlZWVmoqanBn/70JxQVFWHz5s1dvWotKUP111+krJDWSP/yxI6MMcZYUAqZgKiiogIzZ85EaWkpLBYLhg4dis2bN2P8+PFdvWreKVmiuhIgpjtlh2KzOTvEGGOMBaGQCYhWrlzZ1avQNk2zRI5Kzg4xxhhjQSyka4iCnpIlqi/n2iHGGGMsiIVMhigkKVki13XODjHGGGNBjAOijmZIBBKG80zXjDHGWBDjJrPOwMEQY4wxFtQ4IGKMMcZYxOOAiDHGGGMRjwMixhhjjEU8DogYY4wxFvE4IGKMMcZYxOOAiDHGGGMRjwMixhhjjEU8DogYY4wxFvE4IGKMMcZYxOOAiDHGGGMRjwMixhhjjEU8DogYY4wxFvE4IGKMMcZYxOOAiDHGGGMRjwMixhhjjEU8DogYY4wxFvE4IGKMMcZYxOOAiDHGGGMRjwMixhhjjEU8DogYY4wxFvF0Xb0CjDEWdoQAnJX0ry+SBERZ6V/GWJfjgIgxxgKtwQZcOwg4q30vE2UGEkYCUXGdtlqMMd84IGKMsUDTmQCdFXBUAzHdWj5fewGIiqflGGNBgWuIGGMs0CQJMGUBGh3gttPvyo/bTo/HZnFzGWNBhAMixhjrCPoEwJgB2C+rH6+/DER3A/TxXbNejDGvOCBijLGOoGSJJB3gqqfHXPWcHWIsSHFAxBhjHaV5loizQ4wFLQ6IGGOsozTNEjkqOTvEWBDjgIgxxjqSkiWqL+fsEGNBjLvdM8ZYR1KyRK7rnB1iLIhxQMQYYx3NkAgkDAd0sV29JowxH7jJjDHGOgMHQ4wFNQ6IGGOMMRbxOCBijDHGWMTjgIgxxhhjEY+LqhljrCMIATgr6V9fJAmIsnLPM8aCAAdEjDHWERpswLWDgLPa9zJRZiBhJBAV12mrxRjzjgMixhjrCDoToLMCjmogplvL52svAFHxtBxjrMtxDRFjjHUEZUBGjQ5w2+l35cdt52k8GAsyHBAxxlhHaT65q4IneWUs6HBAxBhjHaXp5K6uenrMVc/ZIcaCUMgGRAUFBZAkCc8880xXrwpjjPnWPEvE2SHGglJIBkR79+7Fe++9h6FDh3b1qjDGWOuaZokclZwdYixIhVxAZLPZMGPGDPzxj39EfDzfYTHGQoCSJaov5+wQY0Eq5AKiBQsW4L777kN+fn5XrwpjjPlHyRLFZHF2iLEgFVLjEK1evRr//Oc/sXfvXr+Wt9vtsNvtnt+rq1sZII0xxjqSIRFIGM6z3jMWpEImQ3Tu3DksXLgQH3/8MYxGo1+vWbZsGSwWi+cnMzOzg9eSMcZawcEQY0FLEqK1iXaCx7p16zB16lRotVrPYy6XC5IkQaPRwG63q54DvGeIMjMzUVVVBbPZ3GnrzhhjjLH2q66uhsVi6dDrd8g0mY0bNw5HjhxRPfboo4+if//+WLx4cYtgCAAMBgMMBkNnrSJjjDHGQlTIBERxcXEYPHiw6rHY2FgkJia2eJwxxhhjrC1CpoaIMcYYY6yjhEyGyJuioqKuXgXGGGOMhQHOEDHGGGMs4nFAxBhjjLGIxwERY4wxxiIeB0SMMcYYi3ghXVTdVsoYlDyFB2OMMRY6lOt2R44lHVEBUU1NDQDwFB6MMcZYCKqpqYHFYumQ9w6ZqTsCwe124+LFi4iLi4PUAbNNK1ODnDt3LuynBomUbY2U7QQiZ1sjZTsB3tZwFCnbCai3NS4uDjU1NcjIyIBG0zHVPhGVIdJoNOjevXuH/x2z2Rz2B6oiUrY1UrYTiJxtjZTtBHhbw1GkbCfQuK0dlRlScFE1Y4wxxiIeB0SMMcYYi3gcEAWQwWDA0qVLYTAYunpVOlykbGukbCcQOdsaKdsJ8LaGo0jZTqDztzWiiqoZY4wxxrzhDBFjjDHGIh4HRIwxxhiLeBwQMcYYYyzicUDEGGOMsYjHAVE7FBUVQZIkrz979+4FAJw5c8br87t371a916effor+/fvDaDRiyJAh2LhxY1dskk89evRosQ0FBQWqZQ4fPowxY8bAaDQiMzMTy5cvb/E+wb6dZ86cwWOPPYacnBxER0ejV69eWLp0KRwOh2qZcNin3vzP//wPevToAaPRiNzcXHz33XddvUptsmzZMtx6662Ii4tDSkoK7r//fhw/fly1zNixY1vsu5///OeqZUpKSnDfffchJiYGKSkpeP7559HQ0NCZm3JDL730Uovt6N+/v+f5+vp6LFiwAImJiTCZTHjwwQdRXl6ueo9Q2E7A+/lHkiQsWLAAQOju0+3bt+OnP/0pMjIyIEkS1q1bp3peCIH/+q//Qnp6OqKjo5Gfn48TJ06olrl69SpmzJgBs9kMq9WKxx57DDabTbWMP+fmjtbatjqdTixevBhDhgxBbGwsMjIyMHPmTFy8eFH1HoG6Dt2QYG1mt9tFaWmp6mfu3LkiJydHuN1uIYQQp0+fFgDEl19+qVrO4XB43mfnzp1Cq9WK5cuXi++//1786le/ElFRUeLIkSNdtWktZGdni1deeUW1DTabzfN8VVWVSE1NFTNmzBBHjx4Vf/7zn0V0dLR47733PMuEwnZu2rRJzJ49W2zevFmcOnVKrF+/XqSkpIhFixZ5lgmXfdrc6tWrhV6vF++//744duyYmDdvnrBaraK8vLyrV81vEyZMEIWFheLo0aPi4MGD4t577xVZWVmqY/Wuu+4S8+bNU+27qqoqz/MNDQ1i8ODBIj8/Xxw4cEBs3LhRJCUliSVLlnTFJvm0dOlSMWjQINV2XLp0yfP8z3/+c5GZmSm2bt0q9u3bJ2677TYxevRoz/Ohsp1CCFFRUaHazi1btggA4quvvhJChO4+3bhxo3jxxRfFZ599JgCItWvXqp4vKCgQFotFrFu3Thw6dEhMnjxZ5OTkiLq6Os8yEydOFMOGDRO7d+8WO3bsEL179xbTp0/3PO/PubkztLatlZWVIj8/X/zlL38RP/zwg9i1a5cYNWqUGDFihOo9AnEd8gcHRAHgcDhEcnKyeOWVVzyPKRfPAwcO+HzdtGnTxH333ad6LDc3V8yfP7+jVrXNsrOzxYoVK3w+/4c//EHEx8cLu93ueWzx4sWiX79+nt9DYTu9Wb58ucjJyfH8Hi77tLlRo0aJBQsWeH53uVwiIyNDLFu2rAvX6uZUVFQIAOLrr7/2PHbXXXeJhQsX+nzNxo0bhUajEWVlZZ7H3n33XWE2m1XHd1dbunSpGDZsmNfnKisrRVRUlPj00089jxUXFwsAYteuXUKI0NlObxYuXCh69erlufEMh33aPEhwu90iLS1NvP76657HKisrhcFgEH/+85+FEEJ8//33AoDYu3evZ5lNmzYJSZLEhQsXhBD+nZs7m7fgr7nvvvtOABBnz571PBaI65A/uMksADZs2IArV67g0UcfbfHc5MmTkZKSgjvuuAMbNmxQPbdr1y7k5+erHpswYQJ27drVoevbVgUFBUhMTMTw4cPx+uuvq9LNu3btwp133gm9Xu95bMKECTh+/DiuXbvmWSYUtrO5qqoqJCQktHg8HPapwuFwYP/+/ap11mg0yM/PD9p19kdVVRUAtNh/H3/8MZKSkjB48GAsWbIEtbW1nud27dqFIUOGIDU11fPYhAkTUF1djWPHjnXOivvpxIkTyMjIQM+ePTFjxgyUlJQAAPbv3w+n06nan/3790dWVpZnf4bSdjblcDjw0UcfYc6cOarJucNlnypOnz6NsrIy1T60WCzIzc1V7UOr1YqRI0d6lsnPz4dGo8GePXs8y9zo3ByMqqqqIEkSrFar6vGbvQ75I6Imd+0oK1euxIQJE1QTx5pMJrzxxhu4/fbbodFo8Ne//hX3338/1q1bh8mTJwMAysrKVF9UAEhNTUVZWVmnrn9rnn76adxyyy1ISEjAt99+iyVLlqC0tBRvvvkmANqGnJwc1WuUbSorK0N8fHxIbGdzJ0+exDvvvIPf//73nsfCZZ82dfnyZbhcLq/r/MMPP3TRWt0ct9uNZ555BrfffjsGDx7sefxnP/sZsrOzkZGRgcOHD2Px4sU4fvw4PvvsMwC+953yXLDIzc3FqlWr0K9fP5SWluLll1/GmDFjcPToUZSVlUGv17e4mDQ9BkNlO5tbt24dKisrMXv2bM9j4bJPm1LWq7XzSFlZGVJSUlTP63Q6JCQkqJa50bk52NTX12Px4sWYPn26auLaQFyH/MEBURO/+MUv8Nprr7W6THFxsaqA8fz589i8eTM++eQT1XJJSUl49tlnPb/feuutuHjxIl5//XXPxbOrtGU7m27D0KFDodfrMX/+fCxbtiwkho5vzz69cOECJk6ciIcffhjz5s3zPB7M+5Q1WrBgAY4ePYpvvvlG9fjjjz/u+f+QIUOQnp6OcePG4dSpU+jVq1dnr2a7TZo0yfP/oUOHIjc3F9nZ2fjkk08QHR3dhWvWsVauXIlJkyYhIyPD81i47FNGBdbTpk2DEALvvvuu6rnOug5xQNTEokWLVHcf3vTs2VP1e2FhIRITE/26IObm5mLLli2e39PS0lr0/igvL0daWpr/K90O7dlORW5uLhoaGnDmzBn069fP5zYA8GxHV20n0PZtvXjxIu6++26MHj0a//u//3vD9w+WfdpeSUlJ0Gq1IbXOrXnqqafw+eefY/v27aqMrTe5ubkAKBvYq1cvpKWltehd1/xYDkZWqxV9+/bFyZMnMX78eDgcDlRWVqqyRE33Zyhu59mzZ/Hll196Mj++hMM+VdarvLwc6enpnsfLy8vxox/9yLNMRUWF6nUNDQ24evXqDc+7Tf9GsFCCobNnz2Lbtm2q7JA37bkO+YNriJpITk5G//79W/1p2kYphEBhYSFmzpyJqKioG77/wYMHVQd4Xl4etm7dqlpmy5YtyMvLC9xGedHW7Wy+DRqNxpOuzcvLw/bt2+F0OlXb0K9fP0+asqu2E2jbtl64cAFjx47FiBEjUFhYCI3mxl+PYNmn7aXX6zFixAjVOrvdbmzdujVo19kbIQSeeuoprF27Ftu2bWuRPvfm4MGDAODZf3l5eThy5IjqQrNlyxaYzWYMHDiwQ9Y7EGw2G06dOoX09HSMGDECUVFRqv15/PhxlJSUePZnKG5nYWEhUlJScN9997W6XDjs05ycHKSlpan2YXV1Nfbs2aPah5WVldi/f79nmW3btsHtdnuCQn/OzcFACYZOnDiBL7/8EomJiTd8TXuuQ35pUwk2U/nyyy8FAFFcXNziuVWrVok//elPori4WBQXF4vf/e53QqPRiPfff9+zzM6dO4VOpxO///3vRXFxsVi6dGlQddH+9ttvxYoVK8TBgwfFqVOnxEcffSSSk5PFzJkzPctUVlaK1NRU8Z//+Z/i6NGjYvXq1SImJqZFt/tg3k4hhDh//rzo3bu3GDdunDh//ryqe6ciHPapN6tXrxYGg0GsWrVKfP/99+Lxxx8XVqtV1TMn2D3xxBPCYrGIoqIi1b6rra0VQghx8uRJ8corr4h9+/aJ06dPi/Xr14uePXuKO++80/MeShftH//4x+LgwYPiiy++EMnJyV3eRbu5RYsWiaKiInH69Gmxc+dOkZ+fL5KSkkRFRYUQgrrdZ2VliW3btol9+/aJvLw8kZeX53l9qGynwuVyiaysLLF48WLV46G8T2tqasSBAwfEgQMHBADx5ptvigMHDnh6VhUUFAir1SrWr18vDh8+LKZMmeK12/3w4cPFnj17xDfffCP69Omj6nbvz7m5q7fV4XCIyZMni+7du4uDBw+qvrtKj7FAXYf8wQHRTZg+fbpqfI+mVq1aJQYMGCBiYmKE2WwWo0aNUnWFVXzyySeib9++Qq/Xi0GDBom///3vHb3aftu/f7/Izc0VFotFGI1GMWDAAPHqq6+K+vp61XKHDh0Sd9xxhzAYDKJbt26ioKCgxXsF83YKIURhYaEA4PVHEQ771Jd33nlHZGVlCb1eL0aNGiV2797d1avUJr72XWFhoRBCiJKSEnHnnXeKhIQEYTAYRO/evcXzzz+vGrNGCCHOnDkjJk2aJKKjo0VSUpJYtGiRcDqdXbBFvj3yyCMiPT1d6PV60a1bN/HII4+IkydPep6vq6sTTz75pIiPjxcxMTFi6tSpqsBeiNDYTsXmzZsFAHH8+HHV46G8T7/66iuvx+usWbOEENT1/te//rVITU0VBoNBjBs3rsX2X7lyRUyfPl2YTCZhNpvFo48+KmpqalTL+HNu7mitbasylIm3H2WsqUBeh25EEkII//NJjDHGGGPhh2uIGGOMMRbxOCBijDHGWMTjgIgxxhhjEY8DIsYYY4xFPA6IGGOMMRbxOCBijDHGWMTjgIgxxhhjEY8DIsYigCRJWLdunc/ni4qKIEkSKisrPY+tW7cOvXv3hlarxTPPPBPQ9Zk9ezbuv//+dr/e2/p2FkmSIElSixnlm3vppZc8c091hpdeesmzbm+99Van/V3GwgUHRIyFuEuXLuGJJ55AVlYWDAYD0tLSMGHCBOzcudPv9xg9ejRKS0thsVg8j82fPx8PPfQQzp07h9/85jc3HcT4a/bs2Z4Lu7efHj16eF3fzlRYWIh//etfXfK3fXnuuedQWlp6w0ltGWPe8Wz3jIW4Bx98EA6HAx988AF69uyJ8vJybN26FVeuXPH7PfR6vWpWaJvNhoqKCkyYMAEZGRkdsdo+vf322ygoKPD8np6ejsLCQkycOBEAoNVqW6xvZ7NarZ6JJYOFyWSCyWSCVqvt6lVhLCRxhoixEFZZWYkdO3bgtddew913343s7GyMGjUKS5YsweTJk1XLXr58GVOnTkVMTAz69OmDDRs2eJ5r2gRVVFSEuLg4AMA999wDSZIwduxYfPDBB1i/fr0nU1NUVAQAOHfuHKZNmwar1YqEhARMmTIFZ86c8by3y+XCs88+C6vVisTERLzwwgtobcYgi8WCtLQ0zw9AAYjye3Jycosms1WrVsFqteLzzz9Hv379EBMTg4ceegi1tbX44IMP0KNHD8THx+Ppp5+Gy+Xy/C273Y7nnnsO3bp1Q2xsLHJzcz3b1VYFBQVITU1FXFwcHnvsMdTX16ue37t3L8aPH4+kpCRYLBbcdddd+Oc//+l5fs6cOfjJT36ieo3T6URKSgpWrlwJAFizZg2GDBmC6OhoJCYmIj8/H9evX2/X+jLG1DggYiyEKVmBdevWwW63t7rsyy+/jGnTpuHw4cO49957MWPGDFy9erXFcqNHj8bx48cBAH/9619RWlqKDRs2YNq0aZg4cSJKS0tRWlqK0aNHw+l0YsKECYiLi8OOHTuwc+dOmEwmTJw4EQ6HAwDwxhtvYNWqVXj//ffxzTff4OrVq1i7dm3AP4va2lr893//N1avXo0vvvgCRUVFmDp1KjZu3IiNGzfiww8/xHvvvYc1a9Z4XvPUU09h165dWL16NQ4fPoyHH34YEydOxIkTJ9r0tz/55BO89NJLePXVV7Fv3z6kp6fjD3/4g2qZmpoazJo1C9988w12796NPn364N5770VNTQ0AYO7cufjiiy9QWlrqec3nn3+O2tpaPPLIIygtLcX06dMxZ84cFBcXo6ioCA888ECrwSVjrA1udiZbxljXWrNmjYiPjxdGo1GMHj1aLFmyRBw6dEi1DADxq1/9yvO7zWYTAMSmTZuEEI0zUl+7dk0IIcS1a9dUM04LIcSsWbPElClTVO/74Ycfin79+gm32+15zG63i+joaLF582YhhBDp6eli+fLlnuedTqfo3r17i/fyBYBYu3at6rHm61tYWCgAqGZ9nz9/voiJiVHNAD5hwgQxf/58IYQQZ8+eFVqtVly4cEH13uPGjRNLlixp0/rk5eWJJ598UvVYbm6uGDZsmM/3cblcIi4uTvztb3/zPDZw4EDx2muveX7/6U9/KmbPni2EoFm/AYgzZ874fE8hhMjOzhYrVqxodRnGWEucIWIsxD344IO4ePEiNmzYgIkTJ6KoqAi33HILVq1apVpu6NChnv/HxsbCbDajoqLipv72oUOHcPLkScTFxXmyVQkJCaivr8epU6dQVVWF0tJS5Obmel6j0+kwcuTIm/q73sTExKBXr16e31NTU9GjRw+YTCbVY8o2HzlyBC6XC3379vWsu8lkwtdff41Tp0616W8XFxerthEA8vLyVL+Xl5dj3rx56NOnDywWC8xmM2w2G0pKSjzLzJ07F4WFhZ7lN23ahDlz5gAAhg0bhnHjxmHIkCF4+OGH8cc//hHXrl1r03oyxnzjomrGwoDRaMT48eMxfvx4/PrXv8bcuXOxdOlSzJ4927NMVFSU6jWSJMHtdt/U37XZbBgxYgQ+/vjjFs8lJyff1Hu3lbfta22bbTYbtFot9u/f36IQuWkQFSizZs3ClStX8PbbbyM7OxsGgwF5eXmepkUAmDlzJn7xi19g165d+Pbbb5GTk4MxY8YAoGLyLVu24Ntvv8U//vEPvPPOO3jxxRexZ88e5OTkBHx9GYs0nCFiLAwNHDgw4MW2er1eVZAMALfccgtOnDiBlJQU9O7dW/VjsVhgsViQnp6OPXv2eF7T0NCA/fv3B3Td2mP48OFwuVyoqKhose5t7cE2YMAA1TYCwO7du1W/79y5E08//TTuvfdeDBo0CAaDAZcvX1Ytk5iYiPvvvx+FhYVYtWoVHn30UdXzkiTh9ttvx8svv4wDBw5Ar9d3SD0WY5GIAyLGQtiVK1dwzz334KOPPsLhw4dx+vRpfPrpp1i+fDmmTJkS0L/Vo0cPHD58GMePH8fly5fhdDoxY8YMJCUlYcqUKdixYwdOnz6NoqIiPP300zh//jwAYOHChSgoKMC6devwww8/4Mknn+ySARWb69u3L2bMmIGZM2fis88+w+nTp/Hdd99h2bJl+Pvf/96m91q4cCHef/99z/hES5cuxbFjx1TL9OnTBx9++CGKi4uxZ88ezJgxA9HR0S3ea+7cufjggw9QXFyMWbNmeR7fs2ePp2i7pKQEn332GS5duoQBAwa07wNgjKlwkxljIcxkMiE3NxcrVqzAqVOn4HQ6kZmZiXnz5uGXv/xlQP/WvHnzUFRUhJEjR8Jms+Grr77C2LFjsX37dixevBgPPPAAampq0K1bN4wbNw5msxkAsGjRIpSWlmLWrFnQaDSYM2cOpk6diqqqqoCuX3sUFhbit7/9LRYtWoQLFy4gKSkJt912W4vu7zfyyCOP4NSpU3jhhRdQX1+PBx98EE888QQ2b97sWWblypV4/PHHccsttyAzMxOvvvoqnnvuuRbvlZ+fj/T0dAwaNEg1BpTZbMb27dvx1ltvobq6GtnZ2XjjjTcwadKk9n8AjDEPSQjus8kYY/6SJAlr167tsFG7bTYbunXrhsLCQjzwwANtfn2PHj3wzDPPBHy6FcbCHTeZMcZYG02fPj3gU2S43W5UVFTgN7/5DaxWa4uBNW/k1VdfhclkUvVaY4z5jzNEjDHWBidPngRAvb4C2bvrzJkzyMnJQffu3bFq1SqMGzeuTa+/evWqZ6DN5OTkLpvnjbFQxQERY4wxxiIeN5kxxhhjLOJxQMQYY4yxiMcBEWOMMcYiHgdEjDHGGIt4HBAxxhhjLOJxQMQYY4yxiMcBEWOMMcYiHgdEjDHGGIt4HBAxxhhjLOL9fy3590sfRfJ8AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = sn.shift_to_max(filt='r', plot=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data must also be log-transformed. This is crucial to the GP fitting because fitting in log space emphasizes variations at shorter wavelengths and epochs closer to explosion, when we expect the light curves and spectra to vary more rapidly. \n", "\n", "There's a simple method to log transform phases of `SN` photometry, given the shifted photometry calculated above as well as an arbitrary offset in the form of the `phase_start` parameter:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "_ = sn.log_transform_time(\n", " phases=np.asarray([phot[\"mjd\"] for phot in sn.shifted_data[\"r\"]]),\n", " phase_start=30\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we convert magnitudes to a rough equivalent of fluxes:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'mjd': -2.9877120245073456, 'mag': 0.21414460523549295, 'err': 0.029562872186576432, 'nondetection': False, 'wle': 6491.62, 'flux': -0.08565784209419647, 'shiftedmag': -0.21414460523549295, 'fluxerr': 0.029562872186576432}\n" ] } ], "source": [ "sn.convert_all_mags_to_fluxes()\n", "print(sn.shifted_data[\"r\"][0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 4. Iteratively warping the input photometry\n", "\n", "Throughout this pre-processing, we have implicitly assumed that all the flux in a filter is \"pinned\" at the central wavelength of that filter. However, depending on the spectral energy distribution (SED) of the object at that phase, this assumption may not be correct. As a final pre-processing step, we will take our shifted photometry in flux space and iteratively warp the SED at each phase until the integrated SED across each filter matches the flux at a given wavelength. \n", "\n", "To do this, we will introduce a new class--the `DataCube`:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "cube = DataCube(sn=sn)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On init, the `DataCube` loads the photometry for the given `SN` object, corrects for galactic extinction, shifts to maximum, and converts magnitudes to fluxes.\n", "\n", "The `DataCube` class has a method, `construct_cube`, which takes the pre-processed photometry and constructs a `pandas` dataframe from it. \n", "\n", "Finally, the iterative warping takes place within the `measure_flux_in_filter` method. This takes as input a number of iterations `niter`, a `convergence_threshold`, and flags to plot and save the data. The algorithm steps through a phase grid, and at each phase gathers all photometry. An SED is fit across the observed photometry and each filter function is convolved with the SED to get a measured photometry. This measured photometry is compared to the observed photometry and the difference is used to warp the SED and a new central wavelength is chosen from the warped SED. This continues until each measured photometry is within the convergence threshold of the observed photometry, and the new central wavelength is recorded. The final warped photometry can then be saved to a `.csv` file, which is then read in by the `GP` class." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 5. Plotting photometry for an entire class\n", "\n", "Finally, there are several methods to plot all the photometry for a class of objects in our sample:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "IIb = SNCollection(sntype=\"SESNe\",snsubtype=\"SNIIb\") # All Type IIb SNe\n", "# filts can take list of single or mulitple personally defined filters to plot\n", "IIb.plot_all_lcs(filts=['V', 'g','r', 'i'], plot_fluxes=True)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The default is to plot all filters. \n", "\n", "We can also plot in log and magnitude space:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "IIb.plot_all_lcs(log_transform=True, plot_fluxes=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Next steps\n", "\n", "These post processing steps ideally only need to be run once per object, after which the output is saved to the `CAAT` file or individual warped photometry `.csv` files. These data are then read at runtime when initializing and running the Gaussian Process regression. " ] } ], "metadata": { "kernelspec": { "display_name": "nasa-adap", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.11" } }, "nbformat": 4, "nbformat_minor": 2 }