{"cells": [{"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Hairpin 3 in 300 mM NaCl, nsALEX\n", "################################\n", "\n", ".. contents::\n", "\n", "\n", "\n", "\n", "Purpose:\n", "********\n", "\n", "\n", "\n", "**burstH2MM** greatly streamlined the analysis of diffusion based confocal single molecule data with mpH\\ :sup:`2`\\ MM, by providing direct interface between `H2MM_C `_ and `FRETBursts `_ .\n", "It also calculates many derived parameters specific to single molecule-FRET and TCSPC measuremens, for which it was not appropriate to integrate their calculations directly into `H2MM_C `_ .\n", "\n", ".. note::\n", "\n", " **burstH2MM** is a **wrapper** around `H2MM_C `_ and `FRETBursts `_ .\n", " This means when you use **burstH2MM** you are using `H2MM_C `_ and `FRETBursts `_ under the hood.\n", " It is not a replacement, it is an interface and management system.\n", "\n", "Therefore, in addition to the other documentation, it seemed appropriate to update teh code in `Harris et. al. Nature Communications, 2022, 12, 1000 `_ using **burstH2MM**. \n", "\n", "That is this notebook\n", "This means that this notebooks is something of a hybrid between a demonstration, tutorial and analysis inteded for publication (i.e. a template for your own analysis).\n", "\n", "The text and structure have been kept largely the same as the original, with changes reflecting the switch to using the **burstH2MM**.\n", "\n", "There are rare updates when after more experience with H\\ :sup:`2`\\ MM it was found that an alternative means of calcualtion and/or analysis was more appropriate.\n", "But for the most part **burstH2MM** merely simplifies the code.\n", "One area where this notebook departs from the original is regarding characterizing uncertainties, as **burstH2MM** now implements more advanced analysis of uncertainty compared to the original notebook.\n", "\n", ".. note::\n", "\n", " This particualar notebook specifically recreates `H2MM-Multidimensional-Example-PIE_HP3_TE300_SPC630-AutoChoose-ICL-nanotime.ipynb `_\n", " The data file used in this notebook can be downloaded here: `HP3_TE300_SPC630.hdf5 `_\n", "\n", "For a tutorial on `FRETBursts `_ , the documentation includes a number of tutorial notebooks: `primary tutorial `_ , `github tutorial notebooks `_ .\n", "\n", "\n", ".. _importmodules:\n", "\n", "\n", "Environment setup\n", "*****************\n", "\n", "\n", "\n", "For those new to python, you import modules to access various functionalities.\n", "\n", "It is generally best practice to import all modules that you will use at the beginning of your code.\n", "\n", "But, strictly speaking, the can be imported right before the first time they are used.\n", "\n", "So let's get our import out of the way"]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" - Optimized (cython) burst search loaded.\n", " - Optimized (cython) photon counting loaded.\n", "--------------------------------------------------------------\n", " You are running FRETBursts (version 0.7.1).\n", "\n", " If you use this software please cite the following paper:\n", "\n", " FRETBursts: An Open Source Toolkit for Analysis of Freely-Diffusing Single-Molecule FRET\n", " Ingargiola et al. (2016). http://dx.doi.org/10.1371/journal.pone.0160716 \n", "\n", "--------------------------------------------------------------\n"]}], "source": ["# Basic python modules to look at files and time the execution of code\n", "import time\n", "begin = time.perf_counter()\n", "import os\n", "from itertools import combinations\n", "from itertools import chain\n", "from math import comb\n", "\n", "# standard scientific Python modules\n", "import numpy as np\n", "import pandas as pd\n", "from matplotlib import pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", "from matplotlib.lines import Line2D\n", "from matplotlib.collections import LineCollection\n", "from matplotlib.colors import ListedColormap\n", "\n", "# FRETBursts and H2MM moduels\n", "import fretbursts as frb\n", "from fretbursts.phtools.phrates import *\n", "import burstH2MM as bhm\n", "# NOTE: only used to create initial models, to mimic original strategy, normal analysis\n", "# will not need this\n", "import H2MM_C as hmm"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["The ``printtime`` function is just useful for benchmarking- it finds the difference between two times given by ``time.perf_counter`` into a human readable hours-minutes-seconds format, the ``preamble`` kwarg lets us add message in front of the time output (so we can say if this is supposed to be the time for the whole notebook, an optimization etc)."]}, {"cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": ["def printtime(beg, fin , preamble=None):\n", " \"\"\"\n", " Simple function to plot time between to clock variables\n", " Parameters\n", " ----------\n", " beg : float\n", " begining of duration, value returned by time.perfcounter()\n", " fin : float\n", " ending of duration, value returned by time.perfcounter()\n", " preamble : str, optional\n", " Any text to describe period beign specified. The default is None\"\"\"\n", " if preamble is None:\n", " preamble = ''\n", " print(\"%s %dh %dm %.4fs to run\"%(preamble,(fin - beg)//3600,(fin - beg)//60,(fin - beg)%60))"]}, {"cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": ["sns = frb.init_notebook()"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["\\ `FRETBursts `_ analysis\n", "*********************************************************************\n", "\n", "\n", "\n", "Loading files\n", "=============\n", "\n", "\n", "\n", "Now we load the file, you should place the path to the file on your system in the string following filename on the first line\n", "\n", "**Select .hdf5 format Data File**"]}, {"cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": ["filename = 'HP3_TE300_SPC630.hdf5'"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Name of the dataset, will be printed in plots later** "]}, {"cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": ["plot_title = '../mpH2MMrevision/HP3 300mM NaCl' # main caption to put in the plots to identify the substrate"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["This cell just checks to make sure you have a real file (so the notebook won't proceed if you made a ** gasp ** typo in your filename. "]}, {"cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Perfect, I found the file!\n"]}], "source": ["if os.path.isfile(filename):\n", " print('Perfect, I found the file!')\n", "else:\n", " raise OSError('ERROR: file does not exist')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Load file into FRETBursts** "]}, {"cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": ["d = frb.loader.photon_hdf5(filename)\n", "# sort out of order photons, there are very few of these, and result as crosstalk between channels\n", "for i in range(len(d.ph_times_t)):\n", " indeces = d.ph_times_t[i].argsort()\n", " d.ph_times_t[i], d.det_t[i] = d.ph_times_t[i][indeces], d.det_t[i][indeces]"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now let's see some basic statistics on our data:\n", "first, the length of the observation (in seconds): "]}, {"cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [{"data": {"text/plain": ["5009.352951850001"]}, "execution_count": 8, "metadata": {}, "output_type": "execute_result"}], "source": ["d.time_max"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now lets see the alternation histogram- make sure the assignment of donor and acceptor regions are assigned correctly "]}, {"cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [{"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["frb.bpl.plot_alternation_hist(d)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Since the alternation histogram looks good, analysis can proceed by applying the ALEX period "]}, {"cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["# Total photons (after ALEX selection): 11,414,157\n", "# D photons in D+A excitation periods: 5,208,392\n", "# A photons in D+A excitation periods: 6,205,765\n", "# D+A photons in D excitation period: 6,611,308\n", "# D+A photons in A excitation period: 4,802,849\n", "\n"]}], "source": ["frb.loader.alex_apply_period(d)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["With photons sorted into their respective streams (D :sub:`ex`\\ D\\ :sub:`em`\\ , D\\ :sub:`ex`\\ A\\ :sub:`em`\\ , A\\ :sub:`ex`\\ D\\ :sub:`em`\\ , A\\ :sub:`ex`\\ A\\ :sub:`em`\\ ) it is good to check if the data is of sufficient quality, a short section timetrace of photon count rate is plotted. \n", "Bursts (which appear as spikes in the plot) should be well separated from each other to avoid ensemble averaging. \n", "If they are not, the concentration of labeled molecule(s) is too high, and thus should be decreased."]}, {"cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [{"data": {"text/plain": [""]}, "execution_count": 11, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["frb.dplot(d, frb.timetrace)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Since the time trace appears of sufficient quality, further calculations can proceed. \n", "\n", "The background is calculated, and the histogram of interphoton times is plotted to show the overall photon background rates. The rates are calculated for time_s=30 second intervals\n", "\n", ".. _background:\n", "\n", "\n", "Background calculation\n", "======================\n", "\n", "\n", "\n", ".. note::\n", "\n", " These are rarely changed\n", "\n", ""]}, {"cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" - Calculating BG rates ... Channel 0\n", "[DONE]\n"]}], "source": ["d.calc_bg(fun=frb.bg.exp_fit,time_s=30, tail_min_us='auto', F_bg=1.7)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now various plots are presented to make sure there are no problems with the data. \n", "\n", "The first is the histogram of the inter-photon delays, which are used to calculated the background."]}, {"cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [{"data": {"text/plain": [""]}, "execution_count": 13, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["frb.dplot(d, frb.hist_bg)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["It is also helpful to see how the background change with time. So the plot of the background rates for all time_s=30 second intervals of the "]}, {"cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [{"data": {"text/plain": [""]}, "execution_count": 14, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["frb.dplot(d, frb.timetrace_bg)"]}, {"cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [{"data": {"text/plain": [""]}, "execution_count": 15, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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00knnbdy4kX/961/873//o2fPnnz00UdMnDiRxYsXExYWdoEjFUIIIURdUetams7k66+/ZsiQIfTr1w+DwcBdd92FwWBgyZIlNR2aEEIIIWqxWpk0LV68mJ49e3LFFVcwdepUbDabb15aWhodOnTwvVYUhXbt2pGWllYToQohhBCijqh13XMTJkzgn//8JzExMezbt48nnniCZ555hjfeeAMAm81GeHi43zoRERFYrdZq7Sc2Vrrygk18fPiZFxIXjJRH8JEyCS5SHnVPrUuaOnbs6Pu7devWPPHEE9xyyy04nU4MBgNms5ni4mK/dSwWC02aNKnWfvLyrHi96jmJWZy9+PhwcnOLz7yguCCkPIKPlElwkfIILhqNck4aQ2pl91xlGk3ZW1DVsgQnKSmJHTt2+OarqkpaWhpJSUk1Ep8QQggh6oZalzQtWrQIi8UCwMGDB5k6dSqDBg3CaDQCMGbMGJYsWcLatWtxOp188MEHOBwOhgwZUpNhCyGEEKKWq3Xdc19++SXPP/88TqeTmJgYhgwZwqRJk3zzu3fvznPPPcfTTz9Nbm4ubdq04d1335XbDQghhBDirChqeb+W8CNjmoKLjA8ILlIewUfKJLhIeQQXGdMkhBBCCHEBSdIkhBBCCBEASZqEEEIIIQIgSZMQQgghRAAkaRJCCCGECIAkTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBEASZqEEEIIIQIgSZMQQgghRAAkaRJCCCGECIAkTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBEASZqEEEIIIQIgSZMQQgghRAAkaRJCCCGECICupgOormnTprFy5UqysrIIDQ1lwIAB/POf/yQqKgqAefPm8eSTTxISEuJbZ+DAgbzxxhs1FLEQQggh6oJalzRptVqmTZtG69atKS4u5tFHH+WJJ55g5syZvmUSExNZsmRJDUYphBBCiLqm1nXPPfzww7Rv3x69Xk9MTAwTJkxgw4YNNR2WEEIIIeq4WtfSdKK1a9fStm1bv2lZWVn07dsXnU5H165defjhh0lMTKzWdmNjw85lmOIciI8Pr+kQRCVSHsFHyiS4SHnUPYqqqmpNB/FX/fzzzzz++ON8+umndOjQAYD09HTcbjdNmzYlLy+P119/nU2bNrFw4UJCQ0MD3nZenhWvt9YemjonPj6c3Nzimg5DHCflEXykTIKLlEdw0WiUc9IYUuu658r9+OOPPPPMM8ycOdOXMEHZeKbmzZuj0WiIj4/nhRde4OjRo2zdurUGoxVCCCFEbVcru+fmzp3L1KlTmTlzJt26dTvtsoqioCgKtbhBTQghhBBBoNa1NH388ce89tprzJo166QJ08qVK8nOzkZVVQoLC5kyZQrR0dEkJyfXQLRCCCGEqCtqXUvTSy+9hE6n49Zbb/WbvmXLFgDWr1/P008/jdVqJSwsjK5du/LBBx9gNptrIlwhhBBC1BG1eiD4+SQDwYOLDKoMLlIewUfKJLhIeQSXi34guLjw0q2HuW7pVTUdhhBCCFEjJGkSAVufu5YCZ74MqhdCCHFRkqRJBExVvQC4VXcNRyKEEEJceJI0iYCplLUwub2SNAkhhLj4SNIkAuYtT5pUVw1HIoQQQlx4kjSJwKnS0nSxe/z3h3lj29SaDkMIIWqEJE0iYNI9JzbkruP79IU1HYYQQtQISZrEaW3N30JWSSaA76o5GQguhBDiYiRJUy3l8rrILDly3vfz0Lq/M3n9JKCipcnllTFNQojqOWw9VGWa1WXlmD23BqIR4q+RpKmW+nD3u0xYOeaC7Ks8SfJSdssBj7Q0CSGqwe6xc9uvN7L52Ea/6fevuZuxy0fVUFRCVF/Az57Lyspi586d2Gw2v+lXX331OQ9KnFlOafYF25deowcquudclcY0ZZYcYdKaicwZtBCtptY9ylAIcQE4PHYACp0FftMP26q2PgkRzAL6lvvqq6944YUXCA8PJyQkxDddURRJmmqIXmMAwKN60Cra87KPqVtfBEB3PGkqH8vkrtQ9d8yeS4GzgGJXMVHG6PMShxCidrMfT5qEqO0CSppmzJjBm2++yZAhQ853PCJA5a0/VpeVSEPkOd++qqr8fOQHAAzH91XeTVd5IHipuxQAi6tIkiYhhB9VVfli/yf0iOvlN92revls30c1FJWorRYemsel9S8jxhhbYzEENKappKREEqYgUuouYX/xPgCKXZbzso9jjmO+v/W+pMkJ+N9yoNRzPGlynp84hBB/jVf18kfe5gu+3y15m3xd+RZXEbN2vcPKrOVARRf/pmO/8+Hu9y54bKJ2+2/qv5m1650ajSGgpGnYsGGsXLnyPIciAjVj51vsLEwFzl/SlGE77Pu7vHvO5ana0mQ/njQVuQrPyX4dHgcOj+OcbEtcPM7X56A2W3d0DQ+vv58St+3MC58j+Y48Jq+fxNb8LQA4PWU/tBxe+/H/yz7bW/I2+dbRnKfhBaJuqukHxp+ye+6ZZ57x/e1wOHjwwQfp3bs38fHxfsu98MIL5y86cVJ5jjzf38Wu4vOyD6vL6vu7vKXJebylqfItB3zdc+eopen2X8cD8PnAuedke6Lu86peRi0Zxsvdp9G7Xt+aDidolI89LHIWEaozX5B9lp8Hyluly1ui7e6ypKl8bFPlJLe8+1+I0/GoHqDiKu6acsqWJrfb7fun1Wq58soriY6O9pvudsul5zXN4iw6L9u1uSuSJgUFqEiWPN6TtTSdmziyS7PILs06J9uqC9YdXc0VP11W02EEtfLEfZ9lbw1HUtW6o2sY9tOAGtm3VlPWglPoLAxo+Re2PMN/tk/7S/uad3AOs3fPouj4vpzHzxXl54dST4nf68pJkyJ3vhEBKE+8VbVmk6ZTtjS98sorFzIO8RflV2p1OpdsLivtozrSLqoDcw9+xe+5631Jk6vSA3srxjSd2+RtZdZyBjQYdE63eaHtKtzJhtx13Nz69r+8jeWZS3B5XaiqiqIo5zC66jtTs7jdY2fany/zWOenMGiN52y/q3N+Jc+ex8im15x0fnmCX14Xg8manN9wep24vC5fi+3JfLb3IzrHdKFTTPI523d5MvnJng8Y0WQUfRMuPe3yK7KWAfBgx0eqva+0wh3klObQPLwFUJYUOT1OXtjyrN+2y7veK7eQl7dKCXE65Yl3zXbOVeM+TTabjZUrV5KdnU2DBg3o378/YWFh5zO2GlXqKaXYUfHBVlCIMcbyc8YPJMekoNdWnAAj9BGszvmNDtGd0CgVv5oMGiMRhghK3aV+LTcAscY4VNQqSU+YPhyT1kSRs8jvZKLX6Ik0ROHwOHBWGvOTYUv33XbgxDvrmnVmQnShFLssfuOEtIqWaGMMTo8TywktRFGGaHQaHbn2XAwaAzHGGACe3vgo3eJ6AFDgKPDtq8CeD5Tdf6V8msvjYvXR37g6cTRGnZECRz5pRWkYNUaahDXBqDUSro+g1F2C7RTjLaZseZqO0RXPOAt3lx3vImehX/egXmMg0hCJ3WPHekJXZYwxFgWFvEqD2suOSxghuhAsTgtOb8Vx0Sk6oozROD0OLCeMkYk2RKPV6MizH/PdGR0gVBdKqM6M1VXsd1m1RtHy0tbnybAd5srEq/y2tT3/T5JjU1AB7/EmZwCT1kSYPpwSt40Sdwkbjq5jaeZioOwXukFjoOCE+9xE6CMwaI0UOgr8xpqdj7pX+fgeLTlKnt1KtDHGV/d2F+1iRdZSBjcaRpeYLgHVPVVV+TVnJf0SLmNz3u8MbXQlRc5CvJV+TT6z6XEABjUc4mupKDvGGmKMsb7WjR0FqfyatYJ8Zx6XN7yCcH04BY58X7M+cNq6F2eKx6N6KHDk+00P10dg1Br/Ut0rb6VNK9xBg9CGp6x77+/+PwA+6v8lIboQv21FG6LZVvAnBo2ReiH1fNNPrHtqSSl5disaRUuMMYZiZ1lM63LXsC53DXMGLSTSEIVeoyffkV+l7pWrfB5RUIg1xeHxuk9b946WHiXDdpgMWwYA2wv+JK1wJ0dKMvzWKXWX4FW9fsfYrbqxuW2YdebTnvdOHLdWue5VZtaZsbpt7CjYRofoTr7pgZz38h15fnXPpA0hTB+G1WU9ad1ze91V7j0VoY/EoDWQV5rHMXvFfsrr3oajawnTh1MvJME373zUvXNx3ovSR7E8eynJ0Sm+lks4/XkvxhiDy+vyfS7Lna7uVT7vlTux7pU/zsvuLsXpcVT7vBcf4j+06K9S1ABGVW3bto2JEydiMplo0KABWVlZ2O123n33XTp16nSm1Wul/22Yyf/tnOF7bdaZea3nf/n7mruqLPt815d5bvOTJJjqk2OvuOnkJfX68lL3acw/+A3Td7zht86PV6zA5XUxcslQv+mPdHqSKxOv4smNj7Du6Grf9JTYbrzeazorMpfywh/P+q3z9iXv0TKiNSMWX+73BXFX23u4rP4gPt0723f7AIAW4S2ZdeknbD62kX9u+Ifftt7r9zEtI1ox/OdBVe6t0ik6mW0FW/2mGTVGHF4HKTHd2JK/yW/epPYPMaTRMB5cd5/vaj+AKxoN57Hkp/ly36e8u6viGGsVrV/8lU3rP41uYX2ZvH6S3yDS3vX68nL3afyY/j3Ttr3st863QxZj0poY+lN/v+l3tJnIhFa3MWXLM6w8/gsYoF1UB97u8x5rclbx9KZH/db55LI5NDI35urFQ/y+bG9pdQe3tbmL/6a+zsJDFeOwGoY2osBR4Pt1dKL2UR0odBb6PQpnZJNrGNP8RpYc+YmP937gt/xnA77Bq3q5+ZexftNf7PYafRL68fc1d/suDgAY0OBynk154aR1b/GwX7F77NWueyc7xnMGLSTOFM+QHy/1K7uJbe9jXMsJTN36YsB1D2Baz//y6tYXqpzwAW5ocRNf7f/M9zraEM3cwYv4Of0Hpm570W/ZO9r8jQmtbuWu324OuO4tufI3jtlzq9yh+pkuU+ibcCmT108itXC7b/pfqXuT2j/MNc2ur1L3yoXrI6okB//tNZMH1t+LguKXsJ+u7n064Osq0wH+d8m7tI/uyISVY/zq3tWJo/kufUGVeMw6M98NXcIRW0bAde90esT14pmUF6rUvbvb3suNLW+u1nnvdHVvRdYy9lh2+S0fyHlvzLKRfnVvROIoJrV/iA/3vOdX92KNcXx9+bfss+zl7lW3+G3r3z3fomtcd/629lb2FOzxTS+ve4N+6OO3/Jnq3sCGg8/Jee9Ude90573yumfSmvy+D85U93YUbOf+tRP9tnWqujeq6XU80GEys3fP8jvvna7uTe74OCOajKzWeW/Z8FXUiz/72/MElDRdf/31DB06lIkTKw7Ce++9x08//cTcuXVzwO6dP97NhqPrmDPoeGuHCgsOz+XzfR9zb9Ik+iRcivF4F0Spu5Rbfx3HTS1vZVTTawF49Y8X2Jy/keXD11DqLsXqKkZRFDxeDzeuvJZJ7R5mVLNr/X7tq6pKmD6cEF3IaX9xTVr7N/ZadgOQFNmetKIdjGp6HeNb3OzXhbPw0Dw+2/cRCwb/6BvE7fF60Cga4kPqnfYX14tbnkWjaOgY3Zn/pP4bgAYhDckqzeTONn/jisbDAfjv9tdZe3QVHaI78UzKFL/3DtA0rBlv9Pof1y0ra20xaozMuXwh4foIbC4rFmcReq3Bt//xK67z/XL4cuACNMffT8N6sdiLypr9b/1lHCXuEj4b8A16jYEoY5TfLy5VVSl1l9LQ3AgNGvKdeXhVFY2icO/qO8lzHGP58DUUOgpxqy6e2vgIeyy7mXf5otO2NGkULfmOPJ7f8hTbC7YxZ9DCk/7iUlUVjaJlzPKyG7++2+8jogxRANhcNm7/rWyw+zeXf8/1y65iROOR3NrmTr7e/yVfH/yCuZcvwu11ccOK0b79v91nFm0i2vzlliaP6kVVveg0uiotTeVdfydraVJVFYPWQKQhiqySLG5aeR0Ay8YsIy+voqVpY+56Hv39IQDGtZjAhJa3EqILxeouPm1L07b8P3nhj2cY2eQavj08n5e6TaNtVBJe1YvNVcLtv93oW/ebQd/hxcsTv09mX/Fempib8WH/z1iTs4pnNj/md1zubnMvI5teS6m7BA9eblxxDX9L+jtXNr6KCEPkKVuaylsOfs74gbkH5zCjzyyijTF8tu8jPt07m4/7f8nn+z7hpyOLmD/4R9+vfYvTgkLZDX9VVSXWFIeCwr82P8lvOb9wbbOxjGtxk9+vfbvHjkJZK+Ktv97oF8vnA+YyfuV1tIlMYndRGgChWjPv9puNXqNHURRf3St2Wij12ImPCycvr6Kladaud/h838e+bX41cAFRxmj0Gj159mN4Va8v3qP2bCatvQcoa9G7J+l+oOLXvtvjosBZ4Hd+Ka97BfZ87lp9CwWOfN/56HSeS3mJqX++UOVH2dIrV5FbmsONK69jcscn6FWvd5WWpm8OfMmcA1/wVPLzDGg46JQtTSMWDwaoOH+fpO5VdrKWJlVVuWHFaEY1vY472/ztpC1NLo+rypXD5S1NmjAnR48V+bq1TToT4foIBv3Qh1CtmdmXfe5b51QtTWG6cEw6E0XOQpwep+/4n6qlSVVVYoyxaBTNGVua7vj1JuweB3MGLTjlee+Q9SCPbHiACa1uY2STiu7xU7U0KWiIMcbgVt3nvKUprXAHz25+wjf/pytWUuK2VTnvhevDsXvsVVqa4kxxxMdHcLYCGoG3b98+7rjjDr9pt99+O/v37z/rAM4Hj8fD1KlT6d27NykpKUyaNIn8/Pwzr1hJ+SX3caZ49BoDY1eM4pfj9xqZmTadW365wffLYFXOLwAYNAbiTPHEmeI5YK04NvMOzmH8yuuIM8X7TtRFrkI+2/cRY5eP8q2z4dg6Hjv+xRNpiPRNjzPFc83S4Xx/eKHvgw3QIrwVufajACw8NJdHf3/Ib519lrJfOQ+su5fNeRuJNcbx9KbHmLj6Nt+XYeXl40zx6DQ6/sz/g+VZSwnVmQnXV1Sy8ns3mbQm3/IWVxEJIfUpdll803IdR33rHLIeJKLSzTcdXoevy2LGzre46Zcx6CsdN42i4dmUslaDz/Z95Psi6/dlP/6b+jqRhigsLgtu1c2s3e8wef39VWL6Pn0ht/12I0/8PpnBP/Xj7R3/5b+p/2bs8lG+E4nVVcy9a+7gxT+eY8/xBLT85pwGrbHKcXGpbsYuH8WY5SPZXrANgLHLR7Hp+LO0zLowxi4fxdjlo7hhxWhfwgRlAxfjTPFEG2N8CVNZzGVJ91F7DnGmeDJLy7oyrls2gt+O16lyRc4CtBpdlbjKxw5FGaN9027/dTxf7P8EgBtXXMOc/Z/z5vap3P7reEK0oSiKgkbRkF2azdjlo5i27WWWZi72ddGU172skkxuWDEaw/G7zz+8/u++eGJMMcSZ4n13o6/8aJ0v93/KP9bdw4Pr7iNcH+EXb/Tx7t4St42xy0exx1KWEJT/CHhq0yNcv+xqil3FOLz+Y5SuX341NreNfcVlA74P2w6SWrANu7eUhqGN+E/vipaj93bP5OolQ3hj+1TU41fbfLHvE17eOuX4sQ9h7PJR7CpK88Xm9DgZ+lN/dhWlUeDMp9BZQFrRDoxao+9q0mc2P0G2Pet4mZddkbbu6Gqe2vgIN6wYzZIjP3HDitH8kP4diqJg99hJCKnPquxfiDPF+7reNudtZNyK0dywYrRf61G58ceT0/KECaDEY2PCL2P4NXsFcaZ43xVxD6y7l3ErRjM7dTZxpnhfl/qJt+74aM/7vnFVU7Y8w/u7/w+n18kNK0Yzae09aBUtd7W5h+WZS/j3tleJM8UTa4oD4N1dM/h47wcoKIxdPgq31+2re//b+abvy/5MCRPAV/s/w+6xU8+U4Dd98I/9WJz5EwCvb3+FsctHcaC47DxqPP6ZPGQ9CMBLW5/j99z1AFU+E79kr/Bt06wzV6l7pzrvQVnXVvm08h8t+yx7CNOH+S0fY4zlx/TvueLny4g1xvnN+/3Yegb90Mf3Gbl/7US+2P8p4foIX0KmUTR+60BZUlf++oG19/L475O5ceW1ODwOLE4Ld6+6hUPWg4xdPsp3xaFJa8J2/LNk1Bp57c+XeHzjwyiKUuU9lte9CEPZZ9LqtuJWXac875m0ITyy4QGgbBhI5XmhOjMOj4ORS64gz36MOFM8EfpIxiy/mst/7Mt+y16iDNG+c2KGLd1X92KMMX7bCtOHAxBaqaziTPH8kP4dl//QF61Gx+IjP/olTAC/H1vnd96LM8UTYYjgb6tv46mNj/i+W8cuH8Wv2SuqtFT+VQGNaWrXrh179uyhXbt2vmm7d+/2ex1M3n33XZYvX87XX39NVFQUTz75JI8++iizZs2q9rbsHjsPrrsPwK9/vn5oA+473lVXfuO2XPtRXtjyLO2iOlDgLDuJrMhc6huv8Ma2qew43rxfuRnyll/G0T2uJ1vyNpFuO4zdY8eoMfLqny9g0ph8rQtrcn4jzhRHidvG14O+pdhVzB2/3eTbziHrAcYuH0WEPgJQSD+e+B2yHuTVrS+QU5rNvuKyRGp97hpm736f+qH1ubX1XXy+72MeT36GD3e/x7b8si44q8tKSaXuJZfXST1TAi7VzSd7PmTJkZ/IKEnnrrb3HL+B3TKO2DJItx3mysZX8WPG9wB8sudDv2P68tYpZJVkcsh6AIBdRTvJtB1h7sGvcHqdJJqbcEurO/h47wccsh4g0dwEgO8Ozyfu+EkcYMmRshPsXb/dwmX1B/Jn/h90iklm3sGvGddiAl/u/xSAX7KXVynXRenfkVOa7fcMvyd//ycFznye6vI8jc2JrDu6ho/3fMCghkP4Yt8nvjKtbNOxDZh1Zr49PL/KPCj7RTgzbTp3tJ7Ii3885zfvtuO3V/j92Hq2F2zzi+V/O94EYN7li3ho/d9Zd3QNv2St4Prm45j654toFQ13t72PrnHdOVh8gKl/vohHdZe10Lht/Jj+PXe3vReLy8Ki9O9Q8eLwOvh47wccsx+lYWhj/sgvu/HhxmMb2HhsAz9n/IBeo2d8y5vJLDni645Yd3QNv2Sv8Ivvna3vsOHIRh7u+Biv/fmSX7dts7Dmvi6xiatuJVRnpmd8b1RV5Y+8zbhVt2+c15IjPwOw44TunTt/m8C97f5BPVMCU7q9wj2ry360ld+SAiBEG8oTG//J1U1GY9aFEWuM89vGo52f4q3U1/n76rLPqcVlYUPuWmbufMuX+D6z6TGub3YDvev19V059symx4g31cOoMfLtofkMaHA5ufYc2kd1YEdhqi+5HLnkChqFNvZ9pgDe2zUTgDe2T2XBoW84YsvgmmZj+HL/p0zZ8gyHrYfwqB5f3Qd4YUtZvbizzd94f/f/EW2IOWldK/f2zv/iVb0sz1pCvCmBg8e3tTJ9JTq3idSCbUzp+iql7hLC9eG+Qdc/ZHxHnuMYbSPbsa1gK9sKtrL4yI++7XpUDw3NjQDYkLuWh9fdz/PdXiZcH8Ef+ZvZa9nDovRvgbKk7u6297Iiayl7j/84K9/Xtc3GMO/g11XiXjR0GQetB/j7mrtoGNqI2f2/wOoq5tplI3zLfLzHv1v64fX3M7v/53y05wNuaX0HaUU7ffNm7XqHD3b/H93ietIttgczd76FomjYX7yXzjFd+DP/D5ZlLuGg9QD3t3/wlMcT4LU/X0JBQafo2F7wJ4lhTXzzChz5VS7EeCv1DRYc+gaAa5eNoH5Ifd/ncfOx3wFIL07HoEaQaz/KgkPfsL1gK9c0PflD1jNLjvDSH//C5XUyodXtZJVm+uYN/3kQ3eJ6YHFZeGP7VAB2W3aRHJMClF1wAvDK1hfYlFe27x/Tv8fusfNjxneMbHItHtWNVtHiVVXmH/qGa5pe79v+D+nfYffYCdGG8FPGIi6p15c1R1cxqsm1vmV2Fe5k2ZHFLDg8l34Jl1HqLuGHjO8AuHfNnTQNa06j0Ea+5VMLt/uN791WsJUusV2Bsh8Z76bNoHe9vtzZ9m88v/lpskuzcHldGDQGhjYaxg/p3/kaHu767Rb2F1e9MvaZTY/TPKwFWo2WDlGdsHvsbMnbxFF7jm+ZRzc8CMBPGT9Q6jk39ysLqHvu7bff5quvvmLMmDE0bNiQI0eOMHfuXMaOHUuTJhWVK1ieQzdw4EDuu+8+xowpq6CHDx9myJAhLFu2jMaNGwe0jU8fm441/zBGUzheqxaMRnAdBVQUXQ4eQwM0pSp49aCG4lFUVL0NVZPFQXMEzfPr4dFZKNaFoVGKUYwNiCooQdEUg2LGrikFrxmbXiVU0eDSb0Zf2okQw2rCIhrhKuiI3ZmHQ2NCh51D4W5aF0Xj0XvQmGJpbE6kUUQOv+w5AmgBL26dDZ0ngjDViBU70RENybJnY3J60XlBo0JovRysBQloPVo0Oj2lXgdGnODWEWZUy35ReyMINTpoWa8Bh/I0HFNXoPN2QuMAg9ZERpwbj81KXIkJRWOlb+NSXjOuo/uBQRi8blBNNAltg6uBCeuhTPLVHJTQpWicLSk0tCfSVkq41ohbuwSvqyeGuF2UFkUTqYaS7w7jijZRZA4byLYZ/wNXSzY3W8JI20ByMyMoCt+OztEMveqh1JRBnKsdFs0u9Po9qKpClnIpsW49bVuMpqR5MXs2bCS6eC8HO+TRYHcG2QykeZEJW+QeEkjgT0VHh5JE8jWbCVXzcBKLQWmEUReJvUTFiQPFsB3V2RmD11P2tyMZBS25IQ6Ko1Wa5e+gQGmPqjgJc4RhVA6jM2TgdHQiNKkX2fu2EuV0gjeEUAM0MEewr3gPijYH1dEZ0ICiompsRDRPJs7mZn/OAfBq6JjYjJyCNPJcu1Cd7dFoXHg9IdjCthJW2pXImFxySupzwFhKvMPKnmgvWtVF12OlmPRtsdjthHiLwRtBmD4cq/soTq0GDGkY7M1AcZAf8wcFrksxeV2Ee7Nx6Jrj8OqIa9QSW9Z+4i1OvCqgOGgWpWdvsZk8vYtIl51IXTYOewNKdDpCXQrZoRo6hsSyxZVJSH0r4fviUSi74kXVFnEgLIx6njSivGB3NsFtOEyktSU76u9iW71SRu6JJsTeEFQtbh3sSfYwydyC79fuBjWEX5vt47oRY2mUXYp3cSHrvMcw2W1Eu+Jp3zyWzfvTiDQ1x6Q3o9XoySzajOItay1VUHBrLWSE6WlS7EVRDSiGHZR6OhGGA4e5Hm5HCUaHFVQTYZEhFFusRBgM2HR/Eq65lBxHBtnRaWQZI7nEuhvFZKbAWUDj0gFkaw/QVtODbG8BDnsxDq2HTuZIXPa2HC7ZRYlOQes1YXTrcOk0NDI15KgtA4vRRqOItkTZNDi9TkINJeh1JRQ6EzjiWYRTTSDF3Bibw4A7rJSjWYDGQqlWT5FRob4Nokxair3p7A2Jo741nEjFjFOTRyj1ib8kAVuGl8Ppa9ncdB3d9w+jvj6KwlIbDi3sj/TQslBLadiftPMMINNWlrC5NBCiDUGjM+B0ZFEasRzF1RjF0Y6joR4SixVcSggR+kgiw0LJdx7DWlJK/cTOeJ1edFYbx6yp5JrC0asWera8gtIDmZRovRjcXnR6E5pWrVm2fx6tbUcwh3ZG64kiuzQLk7cYRTUBHjSE4VTsZMW4aJKvBcWMQ3WjVcGjAYPXjTFkPy5PFzxOCxrDDiLUS7E4LagaC3aNmRglAkWFklA9it5OqFpAjD4Ni60N3sgsMuzbUdxRhFt6gBoCKDi00NAYz5zEH7g8awAN9H9iL21IkbY+e0KX0d1xOflFBZQYj2H2lKDzNiJEZ8KiLaDYuI5G9ksJj9jBNm8GTay9KPFmY6U5WxOKaWUpJU7pjdHhxmHUEeVexd7QXRTSFrOtLfU923C421Jo8tLQVnZOVVQTTk1ZS5VZMWHUelFRKNEU43A78Ooz0apu9JpOZBktOL1eTMph9psboACdjsZg9Goxak14XHZKdA5UQFF1hLgVNBo3XkpwKQZAwaRqQTURGZ5AjvUIBWFa6lk8oDgp0Xs4HLMfrzeW9rlRKLoM7KE70JcOQR9ejMlxFLc9BcfxH916rQYDZT0ODm8xBe33cig3km75zSjxlKJTFVTVi1Grw6nbiEbpjduZh1dRWNw6lYb5yWxosYwIt5XnM4ewu6ABFs8xQjT78XqisUZuQmfthc6TgN5rw0UYbl0xGk8oRo8WDSrmeAPjpvp34/8VASVNgwad+dJvRVFYtqzqwMYLrbi4mO7du7NgwQK/lrBu3brx2muvcfnllwe0naX3fcDBwgYARCo5hDgLyda3Pemy4RG7CMvzkqWv2F8D106y9O0weq04NGGYvXmEGgvIdbXyLdPEuQUFlWO6ptg0Zc/Sqe/didtr4piuOQCK6kVV/HtRTV4LCl6cSiih3iJiPOlk6dri1Jhp5NqGrtItASo7amiOUzVjUouJc5c9XfyYtik2bSyK4kZVyxoew8IOYbU2BcDoteJWDBjUUsIijqJ3q2Ta2wDQ0LWdTH1HRjRaRNZeB5tDKn6ZRHvSKdAmUs+9h6O61nSy/0CacSAupeLKoNioveQVtqKlYw1F2ga+9zzI+j8MfS5jzZY4LNoGdCn9lhxdK47pmvutXy7Um08r51qcSghpxrK6qtN6MBg1lJQohHrz6WT/GYumHjtNl2PAhpOKm/3Vc+8hX5uIWzH5bTfck4tDMeNRdIR7c3GExlDqCMEcUkRMSDHp+VUT8IauVLIM7TDo3DhchhPmeqnoEVdRFA8Gg5XQkGMUWRrj9VbsX6O6qa+kkUnHKvsw6ItxusqatE1eCx5Fj17nosRTtb9eqzrwKEYiwjOICTVxMCeuyjLx7r1YNPVxaMLQqk48ioFY90HydM38liuvI/HefTjVEIq0DcuOtVKKWy0rlzj3AV85alUnMZ50Qr1FlGgiydW1RKcpxeSyYdX6x6HBjcasxW2reluFIdb/sCTsQQDCwiyMvqUeWxbuI/VIxS9bo7YEt1uHRzHQ2LUVrerBqYSUfQYNRYSGHkNRQ8kvauBbR6+34nGb0HvsODRhhHoLcCkmXEoIZlMmNnvDKrFUdrl1OjrVSaa+PdtMV5522coSvVvRuI/fqE+rJV1bdpuBFnE5oNOzP7usG8nszfOdFyrTa224PKe+WWWCaxcOTRiF2kZVttHM+TsHDWVXwUaGFRBRdBA1IpLSIg15umYYtE7CwtMBCD9aMe4nw9ieJo4/Oapr6be9KM8RNKqXfF2iXwxNnJuxayM5qm1JiLeQUk0UANFkEeHMQhMVjddeyiFv+yrrOZVQsvVJvmkREbuxWNr4LVO5lmSZW+Nymwj1WPBqtNiVMEKNbgzGXAqKEjF5LcRo9mMLMxFW4OKIvuzipcYNfyQj80pCvQVcUvIpy8z3g6Kg15USHZ5DSE4++dpGFGvLuhFD9LmUumIwektxaMquHNep9irnjfLjUqhtRBfdp+iKTWwMub7KMg1cOzGopVi08ZSaTLQp3sBO4yAMagk2TSwmrwW7puIz3SDuCIbMslaU/DgzxZaTfx+dSrx7P6HeQgDcei1HlGTf8SyNMJFrb19lnYbh+9HnFfpee6IiyChpVWU5vc5BK+tv7DSVjSUza3Kwef27X8Mjygbm220NiXLlkatpQhPnHyiAN6EeTo2XYms9Shz+xzNEZ6PUbUaXso8Oh/Zw1NKOLHdTv2WSS79ja0hFo035d5NWddDQs4MjxnaERkcz7q0BAR2r0wmoe2758qrdG8HKai0be3Di7RAiIiJ88wKR5FhBiasHrvAEOt7YFcNv36IxhFFiA4/DjabwGETHEtculnbD+0DqRjYuKsDqMhNv30vLIQ1Q/iimTdgu9hyJo4n5MGE3jiN1rZMIfTGuI1m0i/NgP3iE+IR49qSbcDggm3ZEhhSTVLQMW0I76sfZyXY1Qj2aSeKIFNbOLSTUUEqYtpjDjla0bF5Mo9SfaeLawv7YwSTFZKAdOQ51+ya0B7ahb9gQZ2gMalJXdKkq+zZaadHKTfMh/XGnbmXb7xZs9lhSxrdj/69ZmOuZ6DahL9vn7aF4+RqiPJnsMfWneYMjtHrkZlzZRwl5+yfMZjdRzWPI3AD26yZhef9HsEFkDDRpaCEqOoy9v2eQMjCaH36EbabhVY5xXmEr9N5S9hn9ryZxK0aW/9mprAENlSxdEqWaMFp20pK7N58oQz5FhkQcBaUoOg0WRwx/msqa+ONNuWi8TiI1eewu6QxAiSaG9aEVA207jm7OgZ/3UVAajh4HnYbF8+dmFWeoGbWkhPiwAkoKPbTobGLvTsjJM9CpJ7h79WDndwfoMLoj5jgT8S9NY39pG5T6jaifvpQSXSytLwkHVzzWvFIcGWW/sow6F/V7NCahYwzpG3LI2poPKKiqjg5jexLXOhJLZglHVu1Ht28bBc5oWg9rSnTjy9F+k0p6XlmC0WZoY2x5dhp0asvG2cdPQJoI4vQ5tDFuI7W0K6GefIyOAg4ay74YuyQeIDOmD52u7Q4aBe3KI5gyUsksjMZrMFOUYSNX14qWpl2kO5vh9JaNU2nuXE+0+zCmEHANGUd4g3BKCuzk7Ciko8nJ0d/3UhRSllR0urY1W+aWdV23ty9hl7E/Rdr6ODVhdGqeg2bnRlz6cHY1akSsZTup3h5otV48noofA1506Fxlv9/qtYvm6M6KAe+74kaCHUI9+TgtBjJee5PUsHsJCfGQaDqE1Vif5tf34PeZW9Booa31FwxqKZpWSWyO6UbLoZ0IjTWBVyX1k81EH92MvX1/TI1asH3efhonFFMaG08b1x9szGyHqxS63D2UA5/+SmZhjO/GMK0aHWXvkYpL/vd0nEiIq5A9mXGYzAp2a8Xvz5hYN/l5ZafXlgMbYs/JR7t/Bw0auUm4djj2rz/Hu30r1GuINjKROG0ODSffidcD6sIDlBTYaaHNZMchNzjshLZuQojRQ/HOg7S5rV/ZZ3Xrz0Rrcim8/G72r8rCY/cSqrHSsf5+NAOuJHVNKc3UvezIKEXV6ilSEnwJE0Dr63sTfQTU9b/gubw/2zYW0nBIJ+p3LbururpmBTjtmHJ2E9mqJX8uLPsya93OScH+Qo456tGyXz3UkmLKevRVOJ7OdK6/F0e3QWzbq6PF9gXsMfTDrRjpeimEFDlwDhsMh/cT+cl3WDWx2NoNJLo4jSZqFm5FhxLbjciWsbgdHjpc3Y+s79axa+VRYlOa0apNH9T9uzF1SII92wmPTWb7vP3UT3ASktye7UsLSBzYgmaXXsa2uftILNpDxOBhKI0S0X89A23aPg47W5CReSUoUKKJ5veQ6+B491tYk3p0ua0/6vxPsZlD2flLBvVdaeykLCFo07KIbQfKvl9C4sOIUTNxNExCo9eQublszGShtiyh32m8BYe7rHUoMjEMzcE0vGgwmBTaNS9E26AxJYePslM3gAO5kUTac2ljWcKO6NE0aa3iyNzL0YguNO1Tn3rteqCu/BElKhZt996k/34Uz77d5G/aR1g9E/sKmgHQ1LkRp2LC7Ckgx5iExutCp1XpnLCLkCgjzj/+QL3uPo6U9a7RtkUhIfc+yOHtJRz4LYv60UXoVSfuJkm0urQbyqfTsTdoi7ptE5qbxhJzyE3pipUUFeuxq6GYmjXm6F58CVNCeD7OyCbYMsrG1KXc1BpLlo32I/qg0WlI/z2b3XO20lyzn5bWVWhVF8ZHP8WtMXJ0ZwF7lmVQlF7RlWZ3GUCBuN9dbNUNozKjWcFhU30JU/eIdeS1GEiSVkGTeoD6xixirhtBI2NDCvafm6dWBNTSVJtYLBZ69Ohx1i1N6+55je2Witsp6IwaRrzWh+JsK8tf+cNv2Z63t6ZBlwR+nbaJgoyKwasNO0XS465O7F9+mG0LD/utc9Xrl+BxePjxyQ1V9j3yP31Zd/9sjupa+6bFtTDT94EUFj6wqsryg61vETL+Zr7/PprKN0ttd2Uj2gxrzuaPUknfXPElFF7PyKCnenB0xzHW/l+a37Yum9yJqCaR/PT0OhzFFYN7W/SJp9MNbdk+dzf7fj3qt07/h5PZPm8f+Qf9k9JL/pZEvfZxfP/IajzOimoWYnSR0C2Rg2uyORmdWor7hBYlreqkx/hm7F1fxLH9FR+o6MYmCjLshChWStWq9w2LaxPJsd3+V8p0GtWEFoOasPzljRTnVFz5Ed04hP6PdCPrjxw2fLjHb51BT3QhvH4Yix5dg9tRcZBbh+2i3Yt3sHXyLA55KupbaIyBPvd3ZumUjVViMsebiGkWQcbmo1S+w0Kz3nEk35jEzm/3sntZxbHR6hVMkUZ63tmWFVO3Vtle427x2HKsfnUvJsZJfr6BjiMT2f5tut/yp6p70U3NGCOMZG/zH09TXvcyNmSy6TP/iz8GPJZMZMPwKvUyxmwlsmtr3AUW0rdXlFdYvBFrroPkMc3Z+vUBTtQ+fh/7StvgsFa99URj0sigogXCGKow7JW+FB4u4pfXt/kt23uEiYSh3Vn+8u8U51QMiE7sGk3XWzuw+6cD7Pyx4rJnRQMj3+zH0pc2Yjvqf1UXlH3h6fWqX90rF93MTMFB/+lD/9WNwiMlbHhvp9/08rr3+3vbyNxeUS//Ut2LOUhSdwPbLJ05uK7iSqnQGANDnutJ3r58Vr1VdWB2Pfdejur8WwtOVfdOd94DGPJsdzbM2k5RZsUx04dqGf7KJSc97w2/wY2a3KdK3esyphlN+zVm3Yyt5OyquBrsdHVv6L+6ERIdwrcPrfI77+lDtPS8qz2HV2f4n/cSjAx68uTnPYBmfepXOSe17F+P9nH7Sf1yG/sNl/imKxpQvWWfZVtu1fpyMoldo0ne/RZ7Iy4nLbOiFbO87pUWlLL4X/63bel2Uwsa92zI6v9u8at7CW3D6X1fMgcXbWPrYv/z22VN1xN2880senG33/ROo5rQPCWU35+aR5a+olXpr9S9NpfXp93IVmz9Is2v7mm0Cle/0fekda/fP9oT2zKGJc9voCS/4srwps6NdJn5YJW6BxDXOpJje6reOLlRlxiO/JFPdOOQgL9zR/2nL/H1zv7quYBvbllbRERE0LBhQ1JTU31JU3p6OlarlbZtA2/ObGrYT31rxVUYuE1AH0LVIgZb3/Jb1uh+GEige+kc1EoDPLX2HkAnGru2kmD9xG8dRe2FTnVW2Zb+prtQFIUuLTPxplYM0tSUJgEpDL/Bg/P9t4GK33Uhr81AExvH5V/dCJ6KLxu9ayzQnPb2pbS1rvatowlvBPQgxpNeZf8m76tAJJda3wdrkW8dvedKoC2tHatpbq2I65ewu3FYXRRn2+hc+h31PBXv3+h5AohjkPEbvPlHfE3q2vZ9MY4dQFvTH3i+nVM23gUNaDUsD7nPL2FqY1/JbtMAPIqBsFYN6bpyNl5rxQnPTTdW0pfGSQb27IQOpT/TwLMLF3p+CbuXxt1i6bz5JZTjV1ApgN51M9CES8JX4N33e0WZlDYHuhHvPuB3XFQgRH0TCGOA7R2wV5wkdZeOQlEUkjp7aP1bxTqKKR5jxHQAElxpdHIsrjgu9/0LXds2tP3zv1BUcbm0zjEISKKlcz1NrBWXSmMyETrtI7zZmb64lob9gwauHWTp26MP1VWte617YHruEZw/f0f909S9w7pkdpsuo2fJF8SmjEI/YAj2N1/Gm1qRnJXXvQT3HgZb3/bbVohxBhDO4NK3/eve5WPRX90Cx7tv+eoegBLeiJD/vIFn+x/EW99iVegtZa1CqodCXWMMoTouPfaBr+6Vv1eApO46MirloJeWzgb6Eu7NY7D1rUrtHGBsUHalTe+Sz1GtFcmR1t4X6EAz1yYaWedUrKPVAv1Qjn/7Vi5/w51/R3dJMvapz5HmjOWwoRuDrW/haZfCivRLiQ8poJv1HVRgr/4SDhl7YNR7SGgbweXWt/y6ksrrXifHT7S3nrnuAZhOUff0l45CGT6GpI/+j1bW5b73opjigZ5EeXL8tnVI14U9pv7UH9yZ5HXvox4LoO5VOu9dfnxbvmN878PoYk30dHxdpe7BJSc972kin0A52XnPdRfQmGT793itgdU9o3cGEMLltrdRPR5fXLrLx2JsdQlhy2ZXqXuVz3teNGjwkmocTJa+PVFNwhi89iMorqh7OseVaC67ndZHsmixrKKOqWGRLONWouspXHKg4r0sDfsHDVto6fb3Xnw3+TeON5fTxzabcHsntC/9H82//YbGuyu9/+N1z+i1VTkuBvffgYZ0LZ3vd97T2JOBZBqGZhFvrbjASQVCJ34ARuNJjvHNKNFX07l9ER22VDpX/ZW65xwFtCLJsdJX9wA0cfFA3yp1D8DkeR6IoW/JR6jWirqnVV3Ag351b7txKNn6JPShZSlKfddOsisNf+nSyUL32/tRMuUxvNYDvnGTutN856JewrlQ51qaAGbOnMmCBQuYNWsW0dHRPPnkk9hsNt5///2At5G7PwNvYT5K2PHMVFFQomJQPR6wFPovHBaOojegWorAU+l5fHoDSlg4qsMOJSf8Qo2KAVWFIv/77hBqRjGaUK0WcFUam6TToYRHojodYDuhmzEyCkWjRS044ZEqIaEophBUWzE4Kz2qQKtFiYhCdbnAekKTZXgkik6HWpSPWlQAxhAUgxGMJpRQM2qJDRwVH54Vb+9H1Wiw5pQy9OFWmCIqPSoiLAJFr0e1FPp9oWIwoJjDUe2lqHk5oGhQQsrGaHz7/E5QIcmxnEaP3I3qVVn+v/0kX9WUZkMSUYuLoPIzD/V6Sux6FK+LJS/9Sa/xjUloUzbex+o0EVYvFApPuBLJd4yLwVX5uOhQIiJRXU6wnvAg5IgoFK0WtTC/rNzKmUJQQkJRS6zgqHSJt0aDEhnNwgdW0ax7FJ2vqhhLQ3gEik5fdny9lX4iG40ooWGopSVgr3S5/Unqnt3iQh+ixakJwRgRgsZu/Ut17/CWQv5YmMWVj7dBHxPhV/fUvByU2IST1r3Y2DDy8qxV6p5vnQDr3savj+D1qOj3byXd2YKe7dKpf+MVlI08L/Ptv8paa0a+ksK3T2zxTR85pT1KZAyq2+33RQcEVPco9b/xqBIdy6rpf5K318LIf1W6MtgchmIwohYX4bW7cNjchETqQa+n1GnAaPKicZSVl9ejYi92E9q0Xll3z2nqnnosG8zhKDr9Oal7vjI5XvdUtwuKKz7fR37+k01r9VxySxPiW4X/5bpXcYyrd95T83JQWrYLuvPejqVH2bsqjwGPdiEizOlX90513kOjYFfN6I0KWntFedktLvTx0ehCjSx+dj2lRWXv5apnktCEGE9b91SvB4pOOMaV6t6J5z0lLOLkn+/I6DPWvfN93jux7gEnPe+pTgd4PWgaJPrVPY/Li8vuZdcaC4fW5pByTUO2zM8koU0YnUfUJ6RRTLW/czUxscTFhXO26mTS5PF4+Pe//828efNwOp307duXKVOmEBMTE/A28vKseL117tCcc+VfMrEtI+j3j85nvb3ybp7Lbq1HVNc2qKpKxqZcugxtTl7+qS8ZVVWVzC3HaNglDkVTs89oqywnNZ+YFhHoQ4KzUdfr9pK1LZ9GKVUHiJ9OfHw4ubnFZ17wDCzZJXjdXoo+/5o/jrSmX7csYm/xvyy7vE6M+m8/39+XPtiZmOZn39R+IrvFSXFOCfGto875ts+3M5XJkT+OsvHD3Vz+TDfC4qpeUHGx2v9rJqnfHmTE1N5otOfu4cG/vb6VsIahJLSPpmFy9T5foszWOXs5uDqbAY92oSTfQWzLSAyhf+1cqtEoxMae/aPfgvNMfpa0Wi2PPfYYjz129pcXitMzRZQNHG7Wt8EZlqyekDbHrx5UFBK71zvjyUxRFBp1PTfPFjqXEjoEnqjXBI1OU+2E6VyKqB8KgLmZQsGBTYTHJp52+T73daSkwHFeEiYAU4QBU8SJVz3WDfWSYmjWpz7mmKpXe13M4ttG0faKxHOaMAEkXZ6ILlpPdNOzb924WJXklbXuhdc3E9koOJ51G3AtqXwPpmC9E7i48MxxZSdgU+S5/aLRGs7tCUwEN21kBJ0cP6MLD60yr/XgxtTvVJZ8xreNomnvhCrLiDPTm3Qk39AqqFpig0F4Qihthpw+Wf8r2g9pKgnTWWrcvR7h9UPRaIOnzp62pWnWrFl06dKFDh06kJ1dMap93LhxbNhQ9aovcfEpbyo950mTXpKmi0r48UftmKp2G7W/utmFjUUIERQSe9QjsUe9My94AZ02acrLy+P1118nLS0Nl8vF66+/Ts+ePamDw6DEX1SeLJ3rLo3KjywQdZ8SHll2ZZKpakuTEEIEi9MmTeVjgpxOJ71798ZoNPLee+9hs9m48847GTZsmO9RJeLi1LBLHP0iDeiM2poORdRm5S1N+ro5nkgIUTectg/kxRdf5Pvvvyc7OxudTsf999/Pxx9/TGhoKDfffDObN2++UHGKIKVoFGJbRtZ0GKK2Cz0+yLPy5cNCCBFkTtvSlJiYyIoVK3jzzTexWq1MnjyZ3r17AzBgwAAGDBhwIWIUQtR10bFQryE0qfpcKyGECBanTZpuvfVW39/du3enX79+rF+/HpvNxogRIxg6dCgPPPDAeQ9SCFG3KXoD2ldnnXlBIYSoQQFfoqQoCtdccw2vvvoq4eHh/Oc//0GrlXEsQgghhLg4BHxzyxkzZvj+VlWV1q1b07p169OsIYQQQghRdwTc0tSjRw/f37///vtplhRCCCGEqHvkDoJCCCGEEAGok8+eE7VX4+7x8pgHIYQQQUmSJhFUut3ctqZDEEIIIU5KuueEEEIIIQIgSZMQQgghRAAkaRJCCCGECIAkTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogA1Kr7NDmdTl588UXWrVtHbm4ukZGRXHnllTz44IMYjUYApk+fzsyZM32vAcaPH88jjzxSU2ELIYQQog6oVUmT2+0mOjqamTNn0qxZM7Kzs5k0aRLTpk3j6aef9i3Xs2dPZs+eXXOBCiGEEKLOqVVJU2hoKA899JDvdaNGjbjuuuv46quvajAqIYQQQlwMalXSdDJr166lbVv/R29s3bqVXr16YTab6dOnDw8//DAxMTE1FKEQQggh6gJFVVW1poMAePzxx5k/f/4p599zzz1+rUwAs2fP5v/+7/+YO3cuDRs2BGDPnj2YzWYaNGhARkYGU6ZMobi4mC+++AJFkQfBCiGEEOKvCZqkyWaz4XA4Tjk/JCSEkJAQ3+vZs2fz3nvv8eGHH9KmTZtTrpeTk0P//v1ZsmQJTZo0CTievDwrXm9QHBoBxMeHk5tbXNNhiOOkPIKPlElwkfIILhqNQmxs2FlvJ2i658xmM2azOaBl3377bb766is++eQTWrRocdply1uXgiQ3FEIIIUQtVevu0zR16lS++eYbPv3005MmTIsXLyY/Px8oa2V67rnn6NChQ7VamYQQQgghThQ0LU2BOHLkCB988AF6vZ5Ro0b5pjds2JBFixYB8PPPP/Pss89SWlpKVFQUffr04fnnn5fxTEIIIYQ4K7UqaWrUqBG7du067TKvv/76BYpGCCGEEBeTWtc9J4QQQghREyRpEkIIIYQIgCRNQgghhBABkKRJCCGEECIAkjQJIYQQQgRAkiYhhBBCiABI0iSEEEIIEQBJmoQQQgghAiBJkxBCCCFEACRpEkIIIYQIgCRNQgghhBABkKRJCCGEECIAkjQJIYQQQgRAkiYhhBBCiABI0iSEEEIIEQBJmoQQQgghAiBJkxBCCCFEACRpEkIIIYQIgCRNQgghhBABkKRJCCGEECIAkjQJIYQQQgSg1iVNN998Mx07diQlJcX3b8WKFX7LzJo1i0svvZQuXbpw2223kZ6eXkPRCiGEEKKuqHVJE8B9993Hli1bfP8GDhzom/ftt9/y/vvv884777B27VpatWrFvffei8fjqcGIhRBCCFHb1cqk6XTmzJnDDTfcQIcOHQgJCeGhhx4iPT2dTZs21XRoQgghhKjFdDUdwF/x0UcfMXv2bOLj4xk5ciR33HEHer0egLS0NG677TbfsmazmaZNm5KWlkbPnj0D3kdsbNi5Dlucpfj48JoOQVQi5RF8pEyCi5RH3RM0SdPjjz/O/PnzTzn/nnvu4aGHHuLhhx+mRYsWhIWFsW3bNv75z39itVqZPHkyADabjbAw/4QnIiICq9VarXjy8qx4vWr134g4L+Ljw8nNLa7pMMRxUh7BR8okuEh5BBeNRjknjSFBkzQ988wzPProo6ecHxISAkBKSopvWpcuXfjHP/7B66+/7kuazGZzlQTJYrFUSaSEEEIIIaojaJIms9mM2Wyu9noajQZVrWgRSkpKIjU1lcGDBwNlLU+HDh0iKSnpnMUqhBBCiItPrRoIbrFYWLFiBTabDVVV2bFjB9OnT2f48OG+ZcaOHctXX33Fjh07sNvt/Oc//6Fx48Z069atBiMXQgghRG0XNC1NgXC73cycOZN//vOfeL1e6tWrx9VXX83EiRN9y4wcOZKcnBwmTpxIcXExXbp0YebMmWi12hqMXAghhBC1naJW7tsSPjIQPLjIoMrgIuURfKRMgouUR3A5VwPBa1X3nBBCCCFETZGkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBEASZqEEEIIIQIgSZMQQgghRAAkaRJCCCGECIAkTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBEASZqEEEIIIQIgSZMQQgghRAAkaRJCCCGECIAkTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogA6Go6gOpKSUnxe+1yufB4PKxevZqYmBimT5/OzJkzMRqNvmXGjx/PI488cqFDFUIIIUQdUuuSpi1btvi9njx5MhaLhZiYGN+0nj17Mnv27AscmRBCCCHqslrdPVdQUMDixYsZN25cTYcihBBCiDqu1rU0VTZv3jxiYmIYMGCA3/StW7fSq1cvzGYzffr04eGHH/ZriRJCCCGEqC5FVVW1poMAePzxx5k/f/4p599zzz089NBDvteqqjJs2DCuvvpq7r//ft/0PXv2YDabadCgARkZGUyZMoXi4mK++OILFEU5r+9BCCGEEHVX0CRNNpsNh8NxyvkhISGEhIT4Xq9du5Y777yTFStWkJCQcMr1cnJy6N+/P0uWLKFJkyYBx5OXZ8XrDYpDI4D4+HByc4trOgxxnJRH8JEyCS5SHsFFo1GIjQ076+0ETfec2WzGbDYHvPyXX37JwIEDT5swAb7WpSDJDYUQQghRS9XKgeB5eXksW7bspAPAFy9eTH5+PlDWyvTcc8/RoUOHarUyCSGEEEKcqFYmTXPnziUhIYF+/fpVmffzzz8zfPhwkpOTGTt2LFFRUbzzzjsynkkIIYQQZyVoxjQFGxnTFFxkfEBwkfIIPlImwUXKI7icqzFNtbKlSQghhBDiQpOkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBEASZqEEEIIIQIgSZMQQgghRAAkaRJCCCGECIAkTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBEASZqEEEIIIQIgSZMQQgghRAAkaRJCCCGECIAkTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBGAoEuaPv74Y8aMGUNycjJDhgw56TKzZs3i0ksvpUuXLtx2222kp6f7zf/1118ZMWIEnTt35qqrrmLVqlUXInQhhBBC1GFBlzTVq1ePu+66i3vuueek87/99lvef/993nnnHdauXUurVq2499578Xg8AKSnpzNp0iQmTpzIxo0bmThxIvfffz8ZGRkX8m0IIYQQoo7R1XQAJxo2bBgA8+bNO+n8OXPmcMMNN9ChQwcAHnroIfr06cOmTZvo2bMn8+fPp0OHDowaNQqAkSNH8uWXX7JgwQLuv//+gOPQaJSzfCfiXJMyCS5SHsFHyiS4SHkEj3NVFkGXNJ1JWloat912m++12WymadOmpKWl0bNnT9LS0nwJVbn27duTlpZWrf1ER5vPRbjiHIqNDavpEEQlUh7BR8okuEh51D0XLGl6/PHHmT9//inn33PPPTz00ENn3I7NZiMszL8iRkREYLVaffPDw8OrzN+7d+9fiFoIIYQQoswFS5qeeeYZHn300VPODwkJCWg7ZrPZlyCVs1gsvkTKbDZTXFx8yvlCCCGEEH/FBUuazGYzZvPZd3klJSWRmprK4MGDgbKWpUOHDpGUlOSbv379er91du7cySWXXHLW+xZCCCHExSvorp5zu904HA7cbjeqquJwOHA4HL75Y8eO5auvvmLHjh3Y7Xb+85//0LhxY7p16wbA6NGj2b59O99//z0ul4vvv/+e1NRURo8eXUPvSAghhBB1gaKqqlrTQVQ2ffp0/ve//1WZvmvXLt/f7733Hh999BHFxcV06dKFF154gSZNmvjm//rrr0ydOpX09HQSExN54okn6Nev3wWJXwghhBB1U9AlTUIIIYQQwSjouueEEEIIIYKRJE1CCCGEEAGQpEkIIYQQIgCSNAkhhBBCBOCiTJo8Hg9Tp06ld+/epKSkMGnSJPLz80+5/K+//sqIESPo3LkzV111FatWrbqA0dZ91SmPX375hVtuuYVevXrRo0cPxo8fz8aNGy9wxHVfdT8j5T7//HPatm3LjBkzLkCUF4/qlkdeXh6PPfYYvXr1omvXrowaNYqcnJwLGHHdV90yef/99xk8eDApKSkMHTqUzz777AJGW/ctWrSI8ePH07VrV9q3b3/G5f/y97p6EZoxY4Y6dOhQ9fDhw6rFYlHvv/9+9c477zzpsocPH1Y7d+6sLliwQHU4HOrChQvV5ORkNT09/QJHXXdVpzwWLlyoLl68WC0qKlJdLpf62WefqV26dFEzMzMvcNR1W3XKpFxGRoY6ePBg9aqrrlLffvvtCxTpxaE65WG329WrrrpKfeqpp9S8vDzV4/Gou3fvVouLiy9w1HVbdcpk6dKlanJysrplyxZVVVV18+bNanJysrpq1aoLGHHd9uuvv6rfffed+vXXX6vt2rU77bJn871+USZNAwYMUOfMmeN7fejQIbVNmzYnPWD//e9/1RtvvNFv2o033qhOnz79vMd5sahOeZxMr1691MWLF5+v8C5Kf6VMbr31VnXRokXqhAkTJGk6x6pTHl988YXav39/1el0XsgQLzrVKZMPPvhAveGGG/ymjR07Vp01a9Z5j/Nis27dujMmTWfzvX7Rdc8VFxeTmZlJx44dfdOaNGlCWFiY3w00y6WlpdGhQwe/ae3btyctLe28x3oxqG55nCgtLY3CwkJat259PsO8qPyVMvnyyy8xmUwMHz78QoV50ahueaxfv55WrVrx7LPP0qtXL4YNG8aHH354IUOu86pbJsOHD8dqtbJp0ya8Xi8bN27k4MGDXHrppRcybHHc2XyvX7BnzwWL8of9nvgA34iIiCoPAoayZ9uFh4dXWXbv3r3nL8iLSHXLo7K8vDweeOAB7rrrLpo1a3a+QrzoVLdMMjMzmTlzJnPmzLkg8V1sqlseBQUFrF27lieffJLnn3+eXbt2cddddxEbG8vIkSMvSMx1XXXLJDY2liuuuIJbb70Vr9cLwJNPPkmbNm3Of7CiirP5Xr/oWprKHxp8YsW2WCxVPgDlyxcXFwe0rKi+6pZHuZycHG655Rb69u3L5MmTz2uMF5vqlsnTTz/NvffeS0JCwgWJ72LzV85ZCQkJ3HrrrRgMBjp16sTIkSNZtmzZBYn3YlDdMpkxYwbff/89CxYsIDU1lYULFzJ79my+/vrrCxKv8Hc23+sXXdIUERFBw4YNSU1N9U1LT0/HarXStm3bKssnJSWxY8cOv2k7d+4kKSnpvMd6MahueQBkZGRw00030b9/f5599lkURblQ4V4Uqlsmq1ev5s0336RXr1706tWLzZs38+677zJ+/PgLGXadVd3yaNeu3Uk/E/I5OXeqWyapqakMHjyYVq1aoSgKrVu3ZvDgwaxcufICRi3Knc33+kWXNAGMHTuW9957z1fJp02bRr9+/WjcuHGVZUePHs327dv5/vvvcblcfP/996SmpjJ69OgLH3gdVZ3y2LdvH+PHj2fEiBE89thjNRDtxaE6ZfLLL7+wcOFC37+OHTsyfvx43nrrrRqIvG6qTnlcc801FBYW8tlnn+HxeEhLS+O7775j6NChNRB53VWdMunatStLly7l4MGDQNl5bOnSpQFdGi8C4/F4cDgcuFwuABwOBw6HA/Ukj9c9q+/1sxmlXlu53W711VdfVXv27Kl26dJF/fvf/67m5eWpqlp2SXuXLl38lv/ll1/U4cOHq506dVKHDx+u/vbbbzURdp1VnfJ4/PHH1TZt2qhdunTx+7dw4cKaCr9Oqu5npDK5eu7cq255rFu3Th01apSanJysDhkyRP30009rIuw6rTpl4nK51GnTpqkDBw5Uu3Tpol522WXqK6+8Ilc4nkNz585V27RpU+Vfenr6Of1eV1T1JGmYEEIIIYTwc1F2zwkhhBBCVJckTUIIIYQQAZCkSQghhBAiAJI0CSGEEEIEQJImIYQQQogASNIkhBBCCBEASZqEELVOZmYmKSkp5OTkXND9OhwOhg4dyv79+8+47Oeff84jjzxyAaISQlwocp8mIUTQSUlJ8f3tdDoBMBgMvmlbtmy54DEBvPvuu+zdu5fXXnvtjMu63W4GDx7M9OnT6dSp0wWITghxvknSJIQIak899RQej4dXX321RuPweDwMGjSI119/ne7duwe0zptvvklWVlZASZYQIvhJ95wQotbJyMigbdu2ZGdnAzB9+nRuvfVWpk2bRu/evenVqxcffvghR44c4ZZbbiElJYVrr72Wffv2+bbhdrt55513uOKKK+jevTvjxo1j+/btp9zn9u3bsVgsdOnSxS+OO++8k+7du9OjRw+uvfZav667Pn36sGLFCrxe77k/CEKIC06SJiFEnbBx40aaNWvG6tWree2113jttdd46qmneO6559iwYQMtWrTgpZde8i3/1ltvsWzZMmbNmsX69eu57rrruPPOOykqKjrp9lNTU2nWrBk6nc437c0336RBgwasWbOGdevW8fLLLxMREeGb36ZNGywWC+np6efvjQshLhhJmoQQdUKzZs0YM2YMWq2Wyy67jKioKPr160fLli3R6/VcffXVbNu2DQBVVfnkk0949NFHSUxMRKvVMmbMGOrVq8fKlStPun2LxUJYWJjfNL1ez7Fjx0hPT0er1ZKUlERcXJxvfvnyp0rEhBC1i+7MiwghRPCLj4/3ex0SEuI3zWQyYbPZACgoKKCkpIR77rkHRVF8y7jd7lNekRcREYHVavWb9uijjzJjxgzuueceSktLueKKK3j44Ycxm80AvuUjIyPP/g0KIWqcJE1CiItOdHQ0oaGhfPjhh3Tu3Dmgddq3b8/BgwfxeDxotVoAYmJiePrpp3n66adJT0/nvvvuY9asWTzwwAMA7Nmzh/DwcBo3bnze3osQ4sKR7jkhxEVHURRuueUWXnvtNQ4ePAiAzWbjt99+O2VLU6dOnQgPD/e73cEPP/xAeno6qqoSFhaGXq/3JVQAq1evZuDAgX7ThBC1lyRNQoiL0qRJk7j88su577776Nq1K1dccQVffvklp7oLi1arZcKECXzzzTe+aTt27ODmm28mJSWFq666ivbt23PnnXcCZV193377LTfffPMFeT9CiPNP7tMkhBABstvtjBw5knfeeYcWLVqcdtkvv/ySjRs38u9///sCRSeEON8kaRJCCCGECIB0zwkhhBBCBECSJiGEEEKIAEjSJIQQQggRAEmahBBCCCECIEmTEEIIIUQAJGkSQgghhAiAJE1CCCGEEAGQpEkIIYQQIgD/D//Mphdc3/ODAAAAAElFTkSuQmCC\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["frb.dplot(d, frb.timetrace)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["The burst search is performed, using the thresholds of m=10 consecutive photons, whose overall count rate is F=6 times higher than the background. \n", "\n", ".. _acbs:\n", "\n", "\n", "All-Channel Burst Search (ACBS)\n", "===============================\n", "\n", "\n", "\n", ".. note::\n", "\n", " The size of the sliding window is set with the ``m`` parameter.\n", " The photon rate threshold above the background to select a burst is set with the ``F`` parameter.\n", "\n", ""]}, {"cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" - Performing burst search (verbose=False) ...[DONE]\n", " - Calculating burst periods ...[DONE]\n", " - Counting D and A ph and calculating FRET ... \n", " - Applying background correction.\n", " [DONE Counting D/A]\n"]}], "source": ["d.burst_search(m=10, F=6)"]}, {"cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" - - - - - CHANNEL 1 - - - - \n", " --> END Fused 35558 bursts (20.0%, 9 iter)\n", "\n", " - Counting D and A ph and calculating FRET ... \n", " - Applying background correction.\n", " [DONE Counting D/A and FRET]\n"]}], "source": ["d = d.fuse_bursts(ms=0)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _burstselect:\n", "\n", "\n", "Donor Active burst selection with All-Channel Burst Search (ACBS)\n", "=================================================================\n", "\n", "\n", "Donor Active burst selection\n", "============================\n", "\n", "\n", "Next, bursts are filtered/selected to have a sum of :math:`\\geq`\\ 30 photons in all channels. This d_all includes all bursts, including the Donor Only (DO) and Acceptor Only (AO) bursts, which can be used to calculate the leakage and direct excitation factors respectively.\n", "\n", "The uncorrected E-S histogram is then plotted.\n", "\n", ":math:`E_{raw} = \\frac{n^A_D}{n^A_D + n^D_D}`\\ \n", "\n", ":math:`S_{raw} = \\frac{n^A_D + n^D_D}{n^A_D + n^D_D + n^A_A}`\\ \n", "\n", " `Lee, N. K.; Kapanidis, A. N.; Wang, Y.; Michalet X.; Mukhopadhyay, J.; Ebright R. H.; Weiss, S. 2005. Accurate FRET Measurements within Single Diffusing Biomolecules Using Alternating-Laser Excitation. Biophys J. 88:2939-2953 `_\n", "\n", ".. _daburstselect:\n", "\n", "\n", "**Theshold of bursts for all photons**"]}, {"cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["\n"]}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["d_all = d.select_bursts(frb.select_bursts.size, add_naa=True, th1=50)\n", "\n", "frb.alex_jointplot(d_all);"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now, bursts are selected for the same criterion, but excluding the A :sub:`ex`\\ A\\ :sub:`em`\\ stream, thus selecting the bursts with an active donor, and are stored in ``d_da`` (DA for Donor Active)\n", "\n", "**Threshold for bursts in D**\\ :sub:`ex`\\ **channels**"]}, {"cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["\n"]}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["d_da = d_all.select_bursts(frb.select_bursts.size, th1=30)\n", "\n", "frb.alex_jointplot(d_da);"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _fretburst_select:\n", "\n", "\n", "FRET selection with Dual Channel Burst Search\n", "=============================================\n", "\n", "\n", "\n", "There previous burst selection contains a large number of Acceptor inactive bursts.\n", "One method for removing these is to set a minimum threshold of A\\ :sub:`ex`\\ A\\ :sub:`em`\\ photons, or to select bursts only within a certian range of :math:`S_{raw}`\\ .\n", "\n", "A third method also exists, which is less arbitrary: the Dual Channel Bursts Search (DCBS), which treats the photon rates in the Donor and Acceptor channels separately, and bursts are only considered when both channels are above the threshold.\n", "\n", "We will use the DCBS to isolate the FRET population:\n", "\n", "DCBS burst search\n", "=================\n", "\n", "\n", "\n", ".. note::\n", "\n", " The ``m`` and ``F`` parameters have the same basic meaning as in the :ref:`ACBS ` selection\n", "\n", ""]}, {"cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Deep copy executed.\n", "Deep copy executed.\n", "Deep copy executed.\n", " - Performing burst search (verbose=False) ... - Recomputing background limits for Dex ... [DONE]\n", " - Recomputing background limits for all ... [DONE]\n", " - Fixing burst data to refer to ph_times_m ... [DONE]\n", "[DONE]\n", " - Calculating burst periods ...[DONE]\n", " - Performing burst search (verbose=False) ... - Recomputing background limits for AexAem ... [DONE]\n", " - Recomputing background limits for all ... [DONE]\n", " - Fixing burst data to refer to ph_times_m ... [DONE]\n", "[DONE]\n", " - Calculating burst periods ...[DONE]\n", " - Calculating burst periods ...[DONE]\n", " - Counting D and A ph and calculating FRET ... \n", " - Applying background correction.\n", " [DONE Counting D/A]\n"]}], "source": ["d_dcbs = frb.bext.burst_search_and_gate(d, m=10,F=6)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["DCBS burst search\n", "=================\n", "\n", ""]}, {"cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["\n"]}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["d_dcbs = d_dcbs.select_bursts(frb.select_bursts.size, add_naa=True, th1=60)\n", "\n", "frb.alex_jointplot(d_dcbs);"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["DCBS burst selection\n", "====================\n", "\n", "\n", "\n", "**Set minimum number of D**\\ :sub:`ex`\\ **photons**"]}, {"cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": ["d_fret = d_dcbs.select_bursts(frb.select_bursts.size, add_naa=False, th1=30)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Set minimum number of A** :sub:`ex`\\ **photons**"]}, {"cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": ["d_fret = d_fret.select_bursts(frb.select_bursts.naa, th1=30)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now plot the results: "]}, {"cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["\n"]}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["frb.alex_jointplot(d_fret);"]}, {"cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [{"data": {"text/plain": [""]}, "execution_count": 25, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["frb.dplot(d_fret, frb.hist_fret, pdf=False)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["The above E histogram is indicative of a system undergoing intermediate to fast dynamics, as 2 gaussians are seen in the E plot, but a significant number of bursts have an intermediate FRET between the two states. \n", "These bursts can be suspected of undergoing dynamics within the burst. \n", "It can therefore be expected that the DNA hairpin is undergoing some form of interconversion at a time scale comparable to that of the burst duration. \n", "\n", "Now let's see how long it took to do the FRETBursts analysis:"]}, {"cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["FRETBurst analysis took: 0h 0m 17.1614s to run\n"]}], "source": ["fb_time = time.perf_counter()\n", "printtime(begin,fb_time,'FRETBurst analysis took: ')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["As a preliminary test, Burst Variance Analysis is performed as a more rigorous test of fast dynamics. \n", "\n", ".. _BVA:\n", "\n", "\n", "Burst Variance Analysis (BVA)\n", "*****************************\n", "\n", "\n", "This is a computationally inexpensive test for fast dynamics, if BVA shows evidence of fast dynamics, H\\ :sup:`2`\\ MM is a promising method to extract both E\\ :sub:`raw`\\ and rates of interconversion. On the other hand, if BVA shows no evidence of fast dynamics, H\\ :sup:`2`\\ MM is likely to be fruitless.\n", "\n", "BVA assesses how much the :math:`PR`\\ varies within the burst. Each burst is divided into \"sub-bursts\" of :math:`N`\\ donor excited photons (D\\ :sub:`ex`\\ ). For a given sub-burst :math:`i`\\ the :math:`E^{*}_{i}`\\ is defined as:\n", "\n", ":math:`E^{*}_{i} = \\frac{n^{DA}_{i}}{n^{DA}_{i}+n^{DA}_{i}} = \\frac{n^{DA}_{i}}{N}`\\ as :math:`N = n^{DD}_{i} + n^{DA}_{i}`\\ \n", "\n", "The standard deviation of :math:`E^{*}`\\ for sub-bursts within a single burst is given as :math:`\\sigma_{E_{raw}}`\\ :\n", "\n", ":math:`\\sigma_{E}^{*} = \\sqrt{\\frac{\\sum^{M}_{i}{(E^{*}_{i}}-\\bar{E_{raw}})^{2}}{M}}`\\ \n", "\n", "where :math:`\\bar{E_{raw}} = \\frac{\\sum^{M}_{i}{E^{*}_{i}}}{M}`\\ , which is the mean :math:`E_{raw}`\\ of all sub-bursts, and the :math:`E_{raw}`\\ of the burst itself.\n", "\n", "For a molecule not undergoing dynamcis, the stochastic nature of FRET means that:\n", "\n", ":math:`\\sigma_{E_{raw}} = \\sqrt{\\frac{\\bar{E_{raw}}(1-\\bar{E_{raw}})}{N}}`\\ \n", "\n", "This creates a semicircle in the plot of :math:`\\sigma_{E_{raw}}`\\ against :math:`E_{raw}`\\ , and thus if a population of bursts exists along this semicircle, it can be assumed no FRET dynamics are taking place at the time scale of :math:`N`\\ inter-photon times, while populations which lie above this semicircle can be expected to have FRET dynamics.\n", "\n", "Bursts below the semicircle indicate a problem in data processing. The most likely problem is too few sub-bursts in each burst for adequate assesment, in which case the burst selection and/or :math:`N`\\ needs to be modified, or, worse, the data itself is somehow faulty.\n", "\n", " `Torella, J. P.; Holden, S. J.; Santoso, Y.; Hohlbein, J.; Kapandidis, A. N.; 2011. Identifying Molecular Dynamics in Single-Molecule FRET Experiments with Burst Variance Analysis. Biophys.J., 100: 1568-1577 `_\n", "\n", "**Define BVA function**"]}, {"cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": ["def bin_bva(E, std, R, B_thr):\n", " E, std = np.concatenate(E), np.concatenate(std)\n", " bn = np.linspace(0,1, R+1)\n", " std_avg, E_avg = np.empty(R), np.empty(R)\n", " for i, (bb, be) in enumerate(zip(bn[:-1], bn[1:])):\n", " mask = (bb <= E) * (E < be)\n", " if mask.sum() > B_thr:\n", " std_avg[i], E_avg[i] = np.mean(std[mask]), np.mean(E[mask])\n", " else:\n", " std_avg[i], E_avg[i] = -1, -1\n", " return E_avg, std_avg\n", "\n", "def BVA(data, chunck_size):\n", " \"\"\"\n", " Perform BVA analysis on a given data set.\n", " Calculates the std dev E in each burst.\n", " ----------\n", " d: FRETBursts data object\n", " A FRETBursts data object, must have burst selection already performed.\n", " chunk_size: int\n", " Size of the sub-bursts to assess E\n", " Returns\n", " -------\n", " E_eff: list[np.ndarray[float]]\n", " Raw FRET efficiency of each burst\n", " std_E: list[np.ndarray[float]]\n", " Standard deviation of FRET values of each burst\n", " \n", " \"\"\"\n", " E_eff, std_E = list(), list()\n", " for ich, mburst in enumerate(data.mburst): # iterate over channels\n", " # create lists to store values for burst in channel\n", " stdE, E = list(), list()\n", " # get masking arrays before iterating over bursts\n", " Aem = data.get_ph_mask(ich=ich, ph_sel=frb.Ph_sel(Dex='Aem')) # get acceptor instances to calculate E\n", " Dex = data.get_ph_mask(ich=ich, ph_sel=frb.Ph_sel(Dex='DAem')) # get Dex mask to remove Aex photons\n", " for istart, istop in zip(mburst.istart, mburst.istop): # iterate over each burst\n", " phots = Aem[istart:istop+1][Dex[istart:istop+1]] # Dex photons in burst True if Aem and False if Dem\n", " # list of number of Aem in each chunch, easier as list comprehansion\n", " Esub = [phots[nb:ne].sum() for nb, ne in zip(range(0,phots.size, chunck_size), \n", " range(chunck_size,phots.size+1, chunck_size))]\n", " # Cacluate burst-wise value and append to list of bursts in channel\n", " stdE.append(np.std(Esub)/chunck_size) # calculate and append standard deviation\n", " E.append(sum(Esub)/(len(Esub)*chunck_size)) # calculate E\n", " \n", " # convert single-channel list to array and add to channel list\n", " E_eff.append(np.array(E)) \n", " std_E.append(np.array(stdE))\n", " return E_eff, std_E \n", "\n"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Define some constants for use in BVA analysis, and plotting of colors** "]}, {"cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [{"data": {"image/png": 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"text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["R = 20\n", "n = 5\n", "B_Thr = 40\n", "\n", "plot_levels = 100\n", "sns.palplot(sns.color_palette('Spectral_r', plot_levels))\n", "BLUE = sns.color_palette('Spectral_r', plot_levels)[0]"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _bvada:\n", "\n", "\n", "**Plot the BVA of the Donor Active selection (** ``d_da`` **)**"]}, {"cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [{"data": {"text/plain": ["Text(0.5, 1.0, 'Donor Active population')"]}, "execution_count": 29, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["E_da, std_da = BVA(d_da, n)\n", "E_da_bin, std_da_bin = bin_bva(E_da, std_da, R, B_Thr)\n", "E_da, std_da = np.concatenate(E_da), np.concatenate(std_da)\n", "# sns.set_style(style='darkgrid')\n", "plt.figure(figsize=(6,6))\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "plt.plot(x_T,y_T, lw=3, color='k', ls='--')\n", "plt.plot (E_da_bin , std_da_bin, marker=\"^\", color='white', mew=1, mec='k', lw=0, ms=10, alpha=1)\n", "im = sns.kdeplot(x=E_da, y=std_da, shade=True, cmap='Spectral_r', n_levels=plot_levels, \n", " thresh=0.05, gridsize=100)\n", "#plt.scatter(avg_da,std_da,alpha=0.1)\n", "plt.xlim(-0.01,1.01)\n", "plt.ylim(0,0.4)\n", "plt.xlabel(r'$\\mathbf{E_{raw}}$', fontsize=18)\n", "plt.ylabel('$\\mathbf{\\sigma_{E}^{*}}$', fontsize=18)\n", "plt.title('Donor Active population')\n", "# plt.savefig(full_fname , dpi=200, bbox_inches='tight')"]}, {"cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [{"data": {"text/plain": ["Text(0.5, 1.0, 'Donor Active population')"]}, "execution_count": 30, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["hist_bar_style={'facecolor': BLUE, 'alpha': 1, 'edgecolor': 'white', 'linewidth':0.2}\n", "\n", "pnlsRows = 2\n", "pnlsCols = 1\n", "sns.set_style(style='whitegrid')\n", "fig, ax = plt.subplots(pnlsRows, pnlsCols, sharex=True, figsize=(4*pnlsCols, 4*pnlsRows))\n", "plt.subplots_adjust(hspace=0, wspace=0.2)\n", "\n", "frb.dplot(d_da, frb.hist_fret, pdf=False, weights = None, \n", " ax=ax[0], binwidth=0.025, hist_bar_style=hist_bar_style)\n", "\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "ax[1].plot(x_T,y_T, lw=3, color='k', ls='--')\n", "\n", "\n", "#ax[1].scatter(avg_da,std_da,alpha=0.1)\n", "im = sns.kdeplot(x=E_da, y=std_da, shade=True, cmap='Spectral_r', \n", " n_levels=plot_levels, thresh=0.05, gridsize=100, ax=ax[1])\n", "\n", "ax[1].plot (E_da_bin , std_da_bin, marker=\"^\", color='white', mew=1, mec='k', lw=0, ms=10, alpha=1)\n", "ax[1].set_ylim(0,0.4)\n", "ax[1].set_yticks(np.arange(0, 0.4, 0.1))\n", "for a in ax.ravel():\n", " a.set_xlabel('')\n", " a.set_ylabel('')\n", " a.set_title('')\n", " a.set_xlim(-0.1,1.1)\n", " a.tick_params(axis='both', which='major', labelsize=16)\n", " a.tick_params(axis='both', which='minor', labelsize=14)\n", "\n", "ax[0].set_ylabel('# Bursts', fontsize=18, fontweight='bold')\n", "ax[1].set_ylabel('$\\mathbf{\\sigma_{E}^{*}}$', fontsize=18)\n", "ax[1].set_xlabel('$\\mathbf{E_{raw}}$', fontsize=18)\n", "ax[0].set_title('Donor Active population')\n", "# plt.savefig('HP3-300BVA.png', bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Plot BVA of FRET burst selection. ( ``d_fret`` )\n", "\n", ".. _bvafret:\n", "\n", "\n", "**Plot the BVA of the FRET burst selection (** ``d_fret`` **)**"]}, {"cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [{"data": {"text/plain": ["Text(0.5, 1.0, 'FRET population')"]}, "execution_count": 31, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["E_fret, std_fret = BVA(d_fret, n)\n", "E_fret_bin, std_fret_bin = bin_bva(E_fret, std_fret, R, B_Thr)\n", "E_fret, std_fret = np.concatenate(E_fret), np.concatenate(std_fret)\n", "\n", "# sns.set_style(style='darkgrid')\n", "plt.figure(figsize=(6,6))\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "plt.plot(x_T,y_T, lw=3, color='k', ls='--')\n", "plt.plot (E_fret_bin , std_fret_bin, marker=\"^\", color='white', mew=1, mec='k', lw=0, ms=10, alpha=1)\n", "im = sns.kdeplot(x=E_fret, y=std_fret, shade=True, cmap='Spectral_r', n_levels=plot_levels, \n", " thresh=0.05, gridsize=100)\n", "#plt.scatter(avg_da,std_da,alpha=0.1)\n", "plt.xlim(-0.01,1.01)\n", "plt.ylim(0,0.4)\n", "plt.xlabel('$\\mathbf{E_{raw}}$', fontsize=18)\n", "plt.ylabel('$\\mathbf{\\sigma_{E}^{*}}$', fontsize=18)\n", "plt.title('FRET population')\n", "# plt.savefig(full_fname , dpi=200, bbox_inches='tight')"]}, {"cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [{"data": {"text/plain": ["Text(0.5, 1.0, 'FRET population')"]}, "execution_count": 32, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["hist_bar_style={'facecolor': BLUE, 'alpha': 1, 'edgecolor': 'white', 'linewidth':0.2}\n", "\n", "pnlsRows = 2\n", "pnlsCols = 1\n", "sns.set_style(style='whitegrid')\n", "fig, ax = plt.subplots(pnlsRows, pnlsCols, sharex=True, figsize=(4*pnlsCols, 4*pnlsRows))\n", "plt.subplots_adjust(hspace=0, wspace=0.2)\n", "\n", "frb.dplot(d_fret, frb.hist_fret, pdf=False, weights = None, ax=ax[0], binwidth=0.025, \n", " hist_bar_style=hist_bar_style)\n", "\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "ax[1].plot(x_T,y_T, lw=3, color='k', ls='--')\n", "\n", "\n", "#ax[1].scatter(avg_da,std_da,alpha=0.1)\n", "im = sns.kdeplot(x=E_fret, y=std_fret, shade=True, cmap='Spectral_r', n_levels=plot_levels, \n", " thresh=0.05, gridsize=100, ax=ax[1])\n", "ax[1].plot (E_fret_bin , std_fret_bin, marker=\"^\", color='white', mew=1, mec='k', lw=0, ms=10, alpha=1)\n", "ax[1].set_ylim(0,0.4)\n", "ax[1].set_yticks(np.arange(0, 0.4, 0.1))\n", "for a in ax.ravel():\n", " a.set_xlabel('')\n", " a.set_ylabel('')\n", " a.set_title('')\n", " a.set_xlim(-0.1,1.1)\n", " a.tick_params(axis='both', which='major', labelsize=16)\n", " a.tick_params(axis='both', which='minor', labelsize=14)\n", "\n", "ax[0].set_ylabel('# Bursts', fontsize=18, fontweight='bold')\n", "ax[1].set_ylabel('$\\mathbf{\\sigma_{E}^{*}}$', fontsize=18)\n", "ax[1].set_xlabel('$\\mathbf{E_{raw}}$', fontsize=18)\n", "ax[0].set_title('FRET population')\n", "# plt.savefig('HP3-300BVA.png', bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["The above BVA plot is indicative of fast dynamcis, due to the significant portion of the plot existing above the :math:`\\sigma_E^*`\\ expected for FRET resulting from a single state binomial process. It is therefore valid to use H\\ :sup:`2`\\ MM to extract E and interconversion rates"]}, {"cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["BVA took: 0h 0m 4.4891s to run\n"]}], "source": ["bva_time = time.perf_counter()\n", "printtime(fb_time,bva_time,'BVA took: ')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _h2mm:\n", "\n", "\n", "H\\ :sup:`2`\\ MM Analysis\n", "************************\n", "\n", "\n", "\n", "We are now ready to begin H\\ :sup:`2`\\ MM analysis.\n", "\n", "\n", "Model Choice, Error and Viterbi Analysis\n", "========================================\n", "\n", "\n", "\n", "H\\ :sup:`2`\\ MM optimizes however many states are given to the algorithm, and so multiple models of different states must be fit, and then assessed to find the ideal number of states, neither over or under fitting. \n", "The loglikelihood of each fitting is insufficient to discriminate between models, as it always improves the more states in the model. \n", "\n", "The Bayes Information Criterion is a common statistic used to decide between models.\n", "\n", ":math:`BIC = -2 \\ln(\\mathbf{p}(\\mathbf{y} | \\hat{\\lambda_m})) + K \\ln(n) = -2 \\ln(L) + K \\ln(n)`\\ \n", "\n", "Where :math:`\\mathbf{y}`\\ is the data, :math:`\\hat{\\lambda_m}`\\ is the Markov model, and :math:`\\mathbf{p}`\\ is the maximum likelihood estimator, :math:`\\ln(L)`\\ is the loglikelihood, :math:`n`\\ is the number of data points, for H\\ :sup:`2`\\ MM, this is the number of photons analyzed, and :math:`K`\\ is the number of free parameters in the model. :math:`K`\\ for H\\ :sup:`2`\\ MM can be calculated as follows:\n", "\n", ":math:`K = q^2 + (r-1) q -1`\\ \n", "\n", "where :math:`q`\\ is the number of states and :math:`r`\\ is the number of photon streams (2 for spH\\ :sup:`2`\\ MM, 3 for 2c-ALEX based mpH\\ :sup:`2`\\ MM).\n", "\n", "There is also another statistical discriminator, the :math:`ICL`\\ which is based on the most likely state path :math:`\\hat{\\mathbf{s}}`\\ , which can be determined by the *Viterbi* algorithm.\n", "The ICL is defined as follows:\n", "\n", ":math:`ICL = 2\\ln(\\mathbf{p}(\\mathbf{y} , \\hat{\\mathbf{s}} | m, \\hat{\\lambda_m})) - K ln(n)`\\ \n", "\n", "The first term, :math:`\\ln(\\mathbf{p}(\\mathbf{y} , \\hat{\\mathbf{s}} | \\hat{\\lambda_m}))`\\ which replaces the loglikelihood, is the sum of the posterior probabilities calculated in the *Viterbi* algorithm, which closely follows the likelihood fo the most likely path. \n", "\n", "\n", ".. _dwellparameters:\n", "\n", "\n", "Dwell Parameters\n", "================\n", "\n", "\n", "\n", "Consecutive photons in the same state as classified by the *Viterbi* algorithm are grouped into dwells, which allows the caluclation of :math:`E_{raw, dwell}`\\ and :math:`S_{raw, dwell}`\\ just as for bursts:\n", "\n", ".. math::\n", "\n", " E_{raw,dwell} = \\frac{n_{dwell}^{DA}}{n_{dwell}^{DA}+n_{dwell}^{DD}}\n", "\n", "\n", "\n", "and \n", "\n", ".. math::\n", "\n", " S_{raw,dwell} = \\frac{n_{dwell}^{DA}+n_{dwell}^{DD}}{n_{dwell}^{DA}+n_{dwell}^{DD}+n_{dwell}^{AA}} = \\frac{n_{dwell}^{DA}+n_{dwell}^{DD}}{n_{dwell}^{total}}\n", "\n", "\n", "\n", ".. note::\n", "\n", " For :math:`E_{raw}`\\ the denominator is :math:`n_{i}^{DA}+n_{i}^{DA}`\\ , not :math:`n_{i}^{total}`\\ - for spH\\ :sup:`2`\\ MM, these two are identical, but not for mpH\\ :sup:`2`\\ MM.\n", " The same change propogates for the calculation of the weigthed average and standard error.\n", " bursH2MM handles all of these calculations automatically, and thus you do not need to worry about these details.\n", "\n", "Weigthed average *Viterbi* values can be derived for these ratiometric values:\n", "\n", ":math:`\\bar{^{S}E_{raw,w}} = \\frac{\\sum\\limits_{i}^{S}{(n_{i}^{DD}+n_{i}^{DA})PR_{i}}}{\\sum\\limits_{i}^{S}{n_{i}^{DD}+n_{i}^{DA}}}`\\ \n", "and\n", ":math:`\\bar{^{S}S_{raw,w}} = \\frac{\\sum\\limits_{i}^{S}{n_{i}^{total}S_{i}}}{\\sum\\limits_{i}^{S}{n_{i}^{total}}}`\\ \n", "\n", "And their standard errors calculated in the same manner:\n", "\n", ":math:`SE(\\bar{^{S}E_{raw,w}})= \\sqrt{\\frac{\\sum\\limits_{i}^{S}{(n_{i}^{DA}+n_{i}^{DD})(E_{i}-\\bar{^{S}E_{w}})^{2}}}{\\sum\\limits_{i}^{S}{n_{i}^{DA}+n_{i}^{DD}}}}/\\sqrt{l}`\\ \n", "and \n", ":math:`SE(\\bar{^{S}S_{raw,w}})= \\sqrt{\\frac{\\sum\\limits_{i}^{s}{n_{i}^{total}(S_{i}-\\bar{^{S}S_{w}})^{2}}}{\\sum\\limits_{i}^{s}{n_{i}^{total}}}}/\\sqrt{l}`\\ \n", "\n", "For calculation of the standard error in transition rates, attention must be focused on :math:`t_{dwell}`\\ . \n", "For this, dwells must be grouped by more than just the state of the dwell, :math:`g`\\ , but also the state of the subsequent dwell, :math:`h`\\ . \n", "It should also be noted that the first and last dwells will be discarded in error calculation, as these are truncated and will bias the result. \n", "Dwells which do not begin or end at the beginning or end of a burst are denoted as :math:`t_{dwell, gh}`\\ . From this we can define for each transition, a mean lifetime:\n", "\n", ":math:`\\bar{t}_{dwell, gh} = \\sum\\limits_{i=1}^{l_{gh}}{t_{i,gh}}/l_{gh}`\\ \n", "\n", "and a standard error\n", "\n", ":math:`SE(\\bar{t}_{dwell, gh}) = [\\sum\\limits_{i=1}^{l_{gh}}{(t_{i,gh}-\\bar{t_{dwell,gh}})^{2}}/{l_{gh}}]^{1/2}/\\sqrt{l_{gh}}`\\ \n", "\n", "To convert into transiton rates :math:`k_{gh}`\\ , the inverse is taken,\n", "\n", ":math:`\\bar{k_{gh}} = 1/\\bar{t}_{dwell,gh}`\\ \n", "\n", "and to calculate the standard error:\n", "\n", ":math:`SE(\\bar{k_{gh}}) = \\frac{SE(t_{dwell, gh})}{\\bar{t}_{dwell,gh}^{2}}`\\ \n", "\n", "The ``ES_error`` function calculates the error bars in :math:`PR`\\ and :math:`S_{PR}`\\ values, but error calculation of transition rates is done without a function, so that fine control and examination of the nature of beginning and ending dwells can be considered.\n", "\n", "Calculations for :math:`PR`\\ , :math:`S`\\ , and :math:`t_{dwell}`\\ and calculation of their standard error were taken from:\n", " `Lerner, E.; Ingargiola, A.; Weiss, S. 2018. Characterizing Highly Dynamic Conformational States: The Transcription Buble in RNAP-promoter Open Complex as an Example. J. Chem. Phys. 148, 123315 `_ \n", "\n", "ICL is found in:\n", " `Celeux, G.; Durand, J.B.; 2008. Selecting Hidden Markob Model state number with cross-validated likelihood. Comp. Stats. 4, 541 `_\n", "\n", "Bootstrap Error Estimation\n", "==========================\n", "\n", "\n", "\n", "With the increase in speed of the H2MM_C algorithm, it is now feasible to use the bootstrap method to assess the error of a measurement. Bellow we define a function that performs this method, and gives the error of all parameters of the H\\ :sup:`2`\\ MM model.\n", "\n", "Initial guesses\n", "===============\n", "\n", "\n", "\n", "Now H\\ :sup:`2`\\ MM processing can begin. \n", "The first step is to define an initial \"guess\" for the H\\ :sup:`2`\\ MM algorithm to start with. \n", "In theory, a closer guess to the actual optimized model would reduce the time until the H\\ :sup:`2`\\ MM converges, but in practice this will only save a small number of iterations, and it is generally not worth the extra effort.\n", "\n", ".. note::\n", "\n", " In attempting to keep this notebook in line with the original, we do set initial guess models.\n", " However, you will observe that in the main documentation of burstH2MM, initial models are not set.\n", " Instead, models generated from `H2MM_C.factory_h2mm_model() `_ are used instead.\n", "\n", "For each number of states, the same initial guess will be used for both Donor active ( ``d_da`` ) and FRET ( ``d_FRET`` ) burst selections. \n", "\n", "For both sp and mp H\\ :sup:`2`\\ MM, the same transition probability and initial probability matricies can be used ( ``trans`` and ``obs`` , only the emission probability matrix changes.\n", "Since spH\\ :sup:`2`\\ MM has 2 photon streams, the size fo the emission probability matrix is 2xN, while for mpH\\ :sup:`2`\\ MM, it is 3xN, where N is the \n", "\n", "burstH2MM handles converting the values in these matricies into transition rates in units of :math:`s^{-1}`\\ , FRET efficiencies, and in mpH\\ :sup:`2`\\ MM, stoichiometries.\n", "\n", ".. note::\n", "\n", " If you are defining your own initial models, know that\n", " 1. All matricies are row-stochastic (rows sum to 1, no negative values)\n", " 2. The transition probability matrix will have \"units\" of the clock time of photon-counting card\n", " 3. The streams in the emission probability matrix are organized in columns, the first columns is :math:`n^{DD}`\\ , the second :math:`n^{DA}`\\ and the third (if using mpH\\ :sup:`2`\\ MM) is :math:`n^{AA}`\\\n", "\n", "**Define the 1 state initial guesses:**"]}, {"cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": ["h_modi_2 = []\n", "h_modi_3 = []\n", "h_modi_2 = []\n", "prior1i = np.array([1])\n", "trans1i = np.array([[1]])\n", "obs1i_2 = np.array([[(0.5/0.6),(0.1/0.6)]])\n", "obs1i_3 = np.array([[0.5, 0.1, 0.4]])\n", "h_mod1i_2 = hmm.h2mm_model(prior1i,trans1i,obs1i_2)\n", "h_mod1i_3 = hmm.h2mm_model(prior1i,trans1i,obs1i_3)\n", "h_modi_2.append(h_mod1i_2)\n", "h_modi_3.append(h_mod1i_3)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Define the 2 state initial guesses** "]}, {"cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": ["prior2i = np.array([0.1, 0.9])\n", "trans2i = np.array([[0.998, 0.002],[0.0001, 0.9999]])\n", "obs2i_2 = np.array([[(0.1/0.6), (0.5/0.6)],[(0.5/0.6), (0.1/0.6)]])\n", "obs2i_3 = np.array([[0.1, 0.5, 0.4],[0.5, 0.1, 0.4]])\n", "h_mod2i_2 = hmm.h2mm_model(prior2i,trans2i,obs2i_2)\n", "h_mod2i_3 = hmm.h2mm_model(prior2i,trans2i,obs2i_3)\n", "h_modi_2.append(h_mod2i_2)\n", "h_modi_3.append(h_mod2i_3)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Define the 3 state initial guesses** "]}, {"cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": ["prior3i = np.array([0.3, 0.5, 0.2])\n", "trans3i = np.array([[0.9998, 0.0001, 0.0001],[0.00001, 0.99998, 0.00001],[0.000001, 0.000001, 0.999998]])\n", "obs3i_2 = np.array([[(0.1/0.6), (0.5/0.6)],[(0.2/0.6), (0.4/0.6)],[(0.8/0.9), (0.1/0.9)]])\n", "obs3i_3 = np.array([[0.1, 0.5, 0.4],[0.2, 0.4, 0.4],[0.8, 0.1, 0.1]])\n", "h_mod3i_2 = hmm.h2mm_model(prior3i,trans3i,obs3i_2)\n", "h_mod3i_3 = hmm.h2mm_model(prior3i,trans3i,obs3i_3)\n", "h_modi_2.append(h_mod3i_2)\n", "h_modi_3.append(h_mod3i_3)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Define the 4 state initial guesses** "]}, {"cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": ["prior4i = np.array([0.25,0.25,0.25,0.25])\n", "trans4i = np.array([[0.99996,0.00001,0.00001,0.00001],[0.00001,0.99996,0.00001,0.00001],[0.00001,0.00001,0.99996,0.00001],[0.00001,0.00001,0.00001,0.99996]])\n", "obs4i_2 = np.array([[(0.1/0.5),(0.4/0.5)],[(0.2/0.4),(0.2/0.4)],[(0.4/0.5),(0.1/0.5)],[(0.8/0.9),(0.1/0.9)]])\n", "obs4i_3 = np.array([[0.1,0.4, 0.5],[0.2,0.2, 0.6],[0.4,0.1, 0.5],[0.8,0.1, 0.1]])\n", "h_mod4i_2 = hmm.h2mm_model(prior4i,trans4i,obs4i_2)\n", "h_mod4i_3 = hmm.h2mm_model(prior4i,trans4i,obs4i_3)\n", "h_modi_2.append(h_mod4i_2)\n", "h_modi_3.append(h_mod4i_3)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Before we begin the calculation, we should set some universal thresholds: \n", "\n", "**Set the minimum threshold for the *BIC'* to be considered \"best fit\"**"]}, {"cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": ["bicp_min = 0.005 # the threshold line for BIC', which was superceded by ICL, inlcuded for comparision"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["**Set the minimum difference between models for the algorithm to stop optimization** \n", "\n", "This number is chosen to reflect when differences in models are insignificant, and account for floating point errors."]}, {"cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": ["bhm.h2.optimization_limits.converged_min = 1e-7\n", "bhm.h2.optimization_limits.max_iter = 7200"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["We will analyze the data in 4 different ways, meaning that we will create 4 different :class:`BurstData ` objects from our one FRETBursts ``Data`` object.\n", "2 :class:`BurstData ` objects for both ``d_da`` and ``d_fret`` bursts selections, one for spH\\ :sup:`2`\\ MM, and one for mpH\\ :sup:`2`\\ MM\n", "\n", ".. _da_h2mm:\n", "\n", "\n", "Donor Active H\\ :sup:`2`\\ MM analysis\n", "=====================================\n", "\n", "\n", "\n", ".. _1p_da_h2mm:\n", "\n", "\n", "spH\\ :sup:`2`\\ MM of Donor Active population\n", "============================================\n", "\n", ""]}, {"cell_type": "code", "execution_count": 40, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["The model converged after 1 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 85 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 836 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 2153 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"name": "stdout", "output_type": "stream", "text": ["Donor active spH2MM optimization for 1 to 4 states took: 0h 5m 49.4721s to run\n"]}, {"data": {"text/plain": ["1"]}, "execution_count": 40, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["h_da2_beg_time = time.perf_counter()\n", "\n", "spdata_da = bhm.BurstData(d_da, ph_streams=[frb.Ph_sel(Dex='Dem'), frb.Ph_sel(Dex='Aem')])\n", "\n", "spdata_da.models.calc_models(models=h_modi_2)\n", "\n", "h_da2_end_time = time.perf_counter()\n", "\n", "printtime(h_da2_beg_time, h_da2_end_time,\n", " f'Donor active spH2MM optimization for 1 to {spdata_da.models.num_opt} states took: ')\n", "\n", "# now an automatic plotting script so we can compare ICL and BIC' values\n", "fig, ax = plt.subplots(1,2,figsize=(15,5))\n", "spdata_da.models.find_ideal('ICL', auto_set=True)\n", "bhm.ICL_plot(spdata_da.models, highlight_ideal=True, ax=ax[0])\n", "spdata_da.models.find_ideal('BICp', thresh=bicp_min, auto_set=True)\n", "bhm.BICp_plot(spdata_da.models, highlight_ideal=True, ax=ax[1])\n", "ax[1].axhline(bicp_min)\n", "spdata_da.models.find_ideal('ICL', auto_set=True)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Based on the ICL, the 2 state model is the best, while BIC' predicts the 3 state model.\n", "Generally ICL is a better measure, however, it does favor slower transition rates, so both models should be considered. \n", "\n", "We will also estimate the uncertaintees for all parameters via the :ref:`bootstrap ` and :ref:`loglikelihood ` methods for this model specifically."]}, {"cell_type": "code", "execution_count": 41, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["The model converged after 115 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 107 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 108 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 114 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 104 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 108 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 120 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 121 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 101 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 114 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 E_rawto_state_0to_state_1
state_00.63838719999635.132181364.867819
state_10.111332122.81684819999877.183152
\n"], "text/plain": [""]}, "execution_count": 41, "metadata": {}, "output_type": "execute_result"}], "source": ["# Estimate uncertainty values\n", "spdata_da.models[1].bootstrap_eval()\n", "spdata_da.models[1].loglik_err.all_eval()\n", "# Generate res frame\n", "spresframe2_da = spdata_da.models[1].stats_frame(ph_min=5)\n", "# returns frame with paired down values but with conditional transition rate highlighting\n", "spdata_da.models[1].pd_disp(ph_min=5)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["The cell bellow shows the 3 state model, as selected by BIC' "]}, {"cell_type": "code", "execution_count": 42, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/html": ["\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 E_rawto_state_0to_state_1to_state_2
state_00.18659819999705.015919215.35667579.627406
state_10.675948393.83134819999589.34720216.821451
state_20.07174592.2461624.47150619999903.282332
\n"], "text/plain": [""]}, "execution_count": 42, "metadata": {}, "output_type": "execute_result"}], "source": ["spresframe3_da = spdata_da.models[2].stats_frame(ph_min=5)\n", "# returns frame with paired down values but with conditional transition rate highlighting\n", "spdata_da.models[2].pd_disp(ph_min=5)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _mph2mm_da:\n", "\n", "\n", "mpH\\ :sup:`2`\\ MM of Donor Active population\n", "============================================\n", "\n", ""]}, {"cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [{"data": {"text/plain": ["The model converged after 2 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 63 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 62 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 124 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 1057 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"name": "stdout", "output_type": "stream", "text": ["Donor active mpH2MM optimization for 1 to 5 states took: 0h 3m 57.9694s to run\n"]}, {"data": {"text/plain": ["3"]}, "execution_count": 43, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["h_da3_beg_time = time.perf_counter()\n", "\n", "mpdata_da = bhm.BurstData(d_da)\n", "\n", "mpdata_da.models.calc_models(models=h_modi_3)\n", "\n", "h_da3_end_time = time.perf_counter()\n", "printtime(h_da3_beg_time, h_da3_end_time,\n", " f'Donor active mpH2MM optimization for 1 to {mpdata_da.models.num_opt} states took: ')\n", "\n", "# now an automatic plotting script so we can compare ICL and BIC' values\n", "fig, ax = plt.subplots(1,2,figsize=(15,5))\n", "mpdata_da.models.find_ideal('ICL', auto_set=True)\n", "bhm.ICL_plot(mpdata_da.models, highlight_ideal=True, ax=ax[0])\n", "mpdata_da.models.find_ideal('BICp', thresh=bicp_min, auto_set=True)\n", "bhm.BICp_plot(mpdata_da.models, highlight_ideal=True, ax=ax[1])\n", "ax[1].axhline(bicp_min)\n", "mpdata_da.models.find_ideal('ICL', auto_set=True)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Based on the ICL, the 4 state model is the best descriptor of the data for the mpH :sup:`2`\\ MM data. This is inconsistent with the spH\\ :sup:`2`\\ MM. How are the models different? What did the additional photon stream allow the algorithm to find?"]}, {"cell_type": "code", "execution_count": 44, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["The model converged after 229 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 298 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 378 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 200 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 214 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 722 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 1011 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 473 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 230 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 269 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 E_rawS_rawto_state_0to_state_1to_state_2to_state_3
state_00.6658640.45576919999622.01898730.229358333.00567014.745985
state_10.4558840.15578780.24589519999032.655269700.926605186.172231
state_20.1646010.554644163.469692136.13464019999594.178076106.217593
state_30.0697560.9641129.62447245.721802146.83421519999797.819511
\n"], "text/plain": [""]}, "execution_count": 44, "metadata": {}, "output_type": "execute_result"}], "source": ["# Estimate uncertainty values\n", "mpdata_da.models[3].bootstrap_eval()\n", "mpdata_da.models[3].loglik_err.all_eval()\n", "# Generate res frame\n", "mpresframe_da = mpdata_da.models[3].stats_frame(ph_min=5)\n", "# returns frame with paired down values but with conditional transition rate highlighting\n", "mpdata_da.models[3].pd_disp(ph_min=5)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _fret_h2mm:\n", "\n", "\n", "FRET H\\ :sup:`2`\\ MM analysis\n", "=============================\n", "\n", ".. _1p_fret_h2mm:\n", "\n", "\n", "1 Parameter Traditional H\\ :sup:`2`\\ MM of FRET population\n", "==========================================================\n", "\n", ""]}, {"cell_type": "code", "execution_count": 45, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["The model converged after 2 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 116 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 2720 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["Optimization reached maximum number of iterations"]}, "metadata": {}, "output_type": "display_data"}, {"name": "stdout", "output_type": "stream", "text": ["FRET spH2MM optimization for 1 to 4 states took: 0h 7m 6.8324s to run\n"]}, {"data": {"text/plain": ["1"]}, "execution_count": 45, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["h_fret2_beg_time = time.perf_counter()\n", "\n", "spdata_fret = bhm.BurstData(d_fret, ph_streams=[frb.Ph_sel(Dex='Dem'), frb.Ph_sel(Dex='Aem')])\n", "\n", "spdata_fret.models.calc_models(models=h_modi_2)\n", "\n", "h_fret2_end_time = time.perf_counter()\n", "printtime(h_fret2_beg_time, h_fret2_end_time,\n", " f'FRET spH2MM optimization for 1 to {spdata_fret.models.num_opt} states took: ')\n", "\n", "# now an automatic plotting script so we can compare ICL and BIC' values\n", "fig, ax = plt.subplots(1,2,figsize=(15,5))\n", "spdata_fret.models.find_ideal('ICL', auto_set=True)\n", "bhm.ICL_plot(spdata_fret.models, ax=ax[0], highlight_ideal=True)\n", "spdata_fret.models.find_ideal('BICp', thresh=bicp_min, auto_set=True)\n", "bhm.BICp_plot(spdata_fret.models, highlight_ideal=True)\n", "ax[1].axhline(bicp_min)\n", "spdata_fret.models.find_ideal('ICL', auto_set=True)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["For the DCBS search, both ICL and BIC' predict a 2 state model in spH :sup:`2`\\ MM "]}, {"cell_type": "code", "execution_count": 46, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["The model converged after 140 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 145 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 150 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 144 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 140 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 140 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 138 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 148 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 144 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 142 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"name": "stderr", "output_type": "stream", "text": ["/home/paul/anaconda3/envs/testenv/lib/python3.9/site-packages/numpy/core/fromnumeric.py:3440: RuntimeWarning: Mean of empty slice.\n", " return _methods._mean(a, axis=axis, dtype=dtype,\n", "/home/paul/anaconda3/envs/testenv/lib/python3.9/site-packages/numpy/core/_methods.py:189: RuntimeWarning: invalid value encountered in double_scalars\n", " ret = ret.dtype.type(ret / rcount)\n"]}, {"data": {"text/html": ["\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 E_rawto_state_0to_state_1
state_00.67414319999605.019585394.980415
state_10.163441179.72087719999820.279123
\n"], "text/plain": [""]}, "execution_count": 46, "metadata": {}, "output_type": "execute_result"}], "source": ["# Estimate uncertainty values\n", "spdata_fret.models[1].bootstrap_eval()\n", "spdata_fret.models[1].loglik_err.all_eval()\n", "# Generate res frame\n", "spresframe_fret = spdata_fret.models[3].stats_frame(ph_min=5)\n", "# returns frame with paired down values but with conditional transition rate highlighting\n", "spdata_fret.models[1].pd_disp(ph_min=5)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _2p_fret_h2mm:\n", "\n", "\n", "2 Parameter H\\ :sup:`2`\\ MM of FRET population\n", "==============================================\n", "\n", ""]}, {"cell_type": "code", "execution_count": 47, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["The model converged after 4 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 123 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 1276 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 704 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"name": "stdout", "output_type": "stream", "text": ["FRET mpH2MM optimization for 1 to 4 states took: 0h 1m 32.5606s to run\n"]}, {"data": {"text/plain": ["1"]}, "execution_count": 47, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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"text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["h_fret3_beg_time = time.perf_counter()\n", "\n", "mpdata_fret = bhm.BurstData(d_fret)\n", "\n", "mpdata_fret.models.calc_models(models=h_modi_3)\n", "\n", "h_fret3_end_time = time.perf_counter()\n", "printtime(h_fret3_beg_time, h_fret3_end_time,\n", " f'FRET mpH2MM optimization for 1 to {mpdata_fret.models.num_opt} states took: ')\n", "\n", "# now an automatic plotting script so we can compare ICL and BIC' values\n", "fig, ax = plt.subplots(1,2,figsize=(15,5))\n", "mpdata_fret.models.find_ideal('ICL', auto_set=True)\n", "bhm.ICL_plot(mpdata_fret.models, highlight_ideal=True, ax=ax[0])\n", "mpdata_fret.models.find_ideal('BICp', thresh=bicp_min, auto_set=True)\n", "bhm.BICp_plot(mpdata_fret.models, highlight_ideal=True, ax=ax[1])\n", "ax[1].axhline(bicp_min)\n", "mpdata_fret.models.find_ideal('ICL', auto_set=True)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Based on the :math:`ICL`\\ , the 2 state model is the best descriptor of the data for the mpH\\ :sup:`2`\\ MM data. Unlike with the Donor Active selection, both spH\\ :sup:`2`\\ MM and mpH\\ :sup:`2`\\ MM :math:`ICL`\\ prediction agree. However, :math:`S_{raw}`\\ values are directly computed from the model. Also, note that the :math:`BIC'`\\ prediction from spH\\ :sup:`2`\\ MM and mpH\\ :sup:`2`\\ MM now disagree, with mpH\\ :sup:`2`\\ MM predicting a 3 state model. Different Burst selections therefore influence the states found. By removing the Donor Active bursts with DCBS, there is no longer a significant enough proportion of these bursts or states for mpH\\ :sup:`2`\\ MM to detect, thus removing that state from the ideal selection.\n", "\n", "In the MalE notebooks however, it is noteable that there significant enough blinking, that the Donor Active state is still resolved with mpH\\ :sup:`2`\\ MM, even with a DCBS selection."]}, {"cell_type": "code", "execution_count": 48, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["The model converged after 159 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 157 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 158 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 156 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 141 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 155 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 154 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 164 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 139 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/plain": ["The model converged after 152 iterations"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"text/html": ["\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 E_rawS_rawto_state_0to_state_1
state_00.6684300.44188119999564.221429435.778571
state_10.1596210.546045225.72317719999774.276823
\n"], "text/plain": [""]}, "execution_count": 48, "metadata": {}, "output_type": "execute_result"}], "source": ["# Estimate uncertainty values\n", "mpdata_fret.models[1].bootstrap_eval()\n", "mpdata_fret.models[1].loglik_err.all_eval()\n", "# Generate res frame\n", "mpresframe_fret = mpdata_fret.models[2].stats_frame(ph_min=5)\n", "# returns frame with paired down values but with conditional transition rate highlighting\n", "mpdata_fret.models[1].pd_disp(ph_min=5)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["By comparing the 2 and 3 state models, it is clear that two of the mpH :sup:`2`\\ MM states match those found with spH\\ :sup:`2`\\ MM, and both have :math:`S_{raw}`\\ s close to 0.5, while the third state has a high :math:`S_{raw}`\\ , indicating that with the addition of the A\\ :sub:`ex`\\ A\\ :sub:`em`\\ stream, acceptor blinking is detectable. Note also that transition rates remain consistent between 2 and 3 state models.\n", "\n", "Therefore resutls from both will lead to similar interpretations of the data, but *Viterbi* analysis will be more reliable with a 2 state model, as ICL is based on *Viterbi* fits, and therefore dwells in the acceptor blinked state from a 3 state *Viterbi* analysis will be more dubious as to their beginning and end.\n", "\n", "Now that the state model have been chosen let's calculate the error:"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Before we go, let's see how long the entire process has take so far: "]}, {"cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["The entire analysis up to this point has taken: 0h 23m 26.0846s to run\n"]}], "source": ["h2mm_time = time.perf_counter()\n", "printtime(begin,h2mm_time,'The entire analysis up to this point has taken: ')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _examineresults:\n", "\n", "\n", "Plotting results\n", "****************\n", "\n", "\n", "\n", "Now that we have run the optimizations, we can now plot and compare the different models.\n", "\n", "But first, while **burstH2MM** does a good job with most of the plotting, as we will be making compound figures, here are some functions and color definitions that we will use in this particular notebook to help coordinate things."]}, {"cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": ["# a 9 color, color-blind friendly color map (or at least so I'm told)\n", "clr = ['#377eb8', '#ff7f00', '#4daf4a','#f781bf', '#a65628', '#984ea3','#999999', '#e41a1c', '#dede00']\n", "\n", "# converts a tuple of states into their binary representation in H2MM_result.burst_type\n", "st_bin = lambda nums: sum(2**n for n in nums)\n", "\n", "################################################\n", "# Functions for organizing/generate state labels\n", "################################################\n", "\n", "\n", "def comb_label(nums, labels):\n", " \"\"\"\n", " Generate a label from a tuple of states and a list of state-names\n", " \n", " Parameters\n", " ----------\n", " nums : array-like[int]\n", " A tuple of which states (in order found within the model) to generate the label\n", " labels : array-like[str]\n", " A list or tuple of strings, same as number of states in model, giving names\n", " to each state\n", " \n", " Returns\n", " -------\n", " label : str\n", " A string representing the label of the set of states represented in nums\n", " \"\"\"\n", " if len(nums) == 1:\n", " label = labels[nums[0]]\n", " elif len(nums) == 2:\n", " label = ' and '.join(labels[i] for i in nums)\n", " else:\n", " label = ', '.join(labels[i] for i in nums[:-1]) + ', and ' + labels[nums[-1]]\n", " return label\n", "\n", "def comb_level(n, m):\n", " \"\"\"\n", " For burst_type labels, return a list of length n specifying,\n", " with m colors if for a given number of states present\n", " 0: All states can be named separately\n", " 1: Can only identify how many states present\n", " 2: Identify only as \"dynamics\"\n", " \n", " Parameters\n", " ----------\n", " n : int\n", " number of states in model\n", " m : int\n", " number of colors available\n", " \n", " Returns\n", " level : list[int]\n", " How states can be defined with given set of colors\n", " 0: All states can be named separately\n", " 1: Can only identify how many states present\n", " 2: Identify only as \"dynamics\"\n", " \n", " \"\"\"\n", " i, l = 0, 0\n", " level = [2 for _ in range(n)]\n", " while i < n:\n", " i += 1\n", " combs = comb(n, i)\n", " if l + combs < m:\n", " l += combs\n", " level[i-1] = 0\n", " else:\n", " j = 1 if m - l >= n else 2\n", " level[i-1:] = [j for _ in range(n - i+1)]\n", " break\n", " return level\n", "\n", "def burst_color_comb(labels, colors):\n", " \"\"\"\n", " Generate list of keyword arguments for burst_kwargs of burst_ES_scatter()\n", " \n", " Parameters\n", " ----------\n", " labels : list[str]\n", " list of state names for model\n", " colors : list[color definition]\n", " list of color definitions\n", " \n", " Returns\n", " -------\n", " burst_out : list[dict]\n", " Keyword arguments in correct order for burst_ES_scatter()\n", " order : list[int]\n", " order in which to organize legend elements\n", " \"\"\"\n", " lbln, clln = len(labels), len(colors)\n", " possible = comb_level(lbln, clln)\n", " out = list()\n", " c = 0\n", " n = 0\n", " for i in range(lbln):\n", " for lbls in combinations(range(lbln), i+1):\n", " level = st_bin(lbls)\n", " color = colors[c]\n", " if possible[i] == 0:\n", " label = comb_label(lbls, labels)\n", " c += 1\n", " elif possible[i] == 1:\n", " label = f'{i+1} states'\n", " else:\n", " label = 'Dynamics'\n", " out.append((level, {'label':label, 'c':color}, n))\n", " n += 1\n", " if possible == 1:\n", " c += 1\n", " sort_out = [(val, n) for level, val, n in sorted(out)]\n", " burst_out = [val for val, n in sort_out]\n", " order = [n for val, n in sort_out]\n", " return burst_out, order\n", "\n", "\n", "##############################################################\n", "# Aditional dictionaries matching streams to labels and colors\n", "##############################################################\n", "\n", "# Define color for each photon stream in plot_burst_index\n", "stream_color = {frb.Ph_sel(Dex='Dem'):'g', \n", " frb.Ph_sel(Dex='Aem'):'r', \n", " frb.Ph_sel(Aex='Aem'):'purple'}\n", "\n", "# label for each photon stream, using latex for subscripts\n", "stream_label = {frb.Ph_sel(Dex='Dem'):r'$D_{ex}D_{em}$', \n", " frb.Ph_sel(Dex='Aem'):r'$D_{ex}A_{em}$', \n", " frb.Ph_sel(Aex='Aem'):r'$A_{ex}A_{em}$'}\n", "\n", "def st_kw(state, data):\n", " \"\"\"\n", " Generate list of keyword arguments to identify photon stream for a given state in \n", " state_nanotime_hist()\n", " \n", " Parameters\n", " ----------\n", " state : str\n", " Name of state\n", " data : H2MM_result, H2MM_lsit, BurstData\n", " The reference data object\n", " \n", " Returns\n", " -------\n", " list[dict]\n", " list of keyword arguments giving color and label for each photon stream\n", " \"\"\"\n", " if isinstance(data, bhm.H2MM_result):\n", " data = data.parent.parent\n", " elif isinstance(data, bhm.H2MM_list):\n", " data = data.parent\n", " elif not isinstance(data, bhm.BurstData):\n", " raise TypeError(\"data must be BurstData, H2MM_list or H2MM_result\")\n", " return [{'c':stream_color[stream], 'label':f'{state} {stream_label[stream]}'} for stream in data.ph_streams]"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _da_result:\n", "\n", "\n", "Donor Active Burst Selection\n", "============================\n", "\n", "\n", "\n", "Before we begin, we want to know the order of states within the model, so we can give them appropriate names.\n", "\n", "So we will plot them, adn add in a list that gives colors and a numerical label to each, so we can match the state with the color in the legend, and thus know which number it is in the model."]}, {"cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [{"data": {"text/plain": [""]}, "execution_count": 51, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["mpdata = mpdata_da\n", "bhm.dwell_ES_scatter(mpdata.models, state_kwargs=[{'label':f'{i}', 'c':clr[i]} \n", " for i in range(mpdata.models.ideal+1)])\n", "plt.legend()"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["And from that we can define a list of strings that appropriately names the states. \n", "\n", ".. note::\n", "\n", " This list will be used to generate labels in plots.\n", " Therefore to make sure labels fit, somewhat shortened names are used.\n", "\n", ""]}, {"cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [], "source": ["state_names_da = ['Closed','dark D','Open', 'dark A']"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _mainplot_da:\n", "\n", "\n", "Summary plots\n", "=============\n", "\n", ""]}, {"cell_type": "code", "execution_count": 53, "metadata": {"scrolled": false}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" - Computing histogram.\n"]}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "data = d_da\n", "spdata = spdata_da\n", "mpdata = mpdata_da\n", "\n", "# Non data settings\n", "state_names = state_names_da\n", "fname = filename.split('.hdf5')[0]\n", "plot_sel = 'Donor Active'\n", "fplot_sel = 'DA'\n", "burst_marker_size = 5\n", "plot_t = plot_title\n", "# End of function-like inputs\n", "#########################################################################\n", " \n", "# set up the figures subplots\n", "fig1 = plt.figure(figsize=(25,15))\n", "gs1 = gridspec.GridSpec(nrows=12,ncols=20,figure=fig1)\n", "plt.subplots_adjust(hspace=0, wspace=0)\n", "ax1 = []\n", "ax1.append(fig1.add_subplot(gs1[0:5,0:5])) # BVA plot ax1[0]\n", "ax1.append(fig1.add_subplot(gs1[5:7,0:5],sharex=ax1[0])) # 1D FRET histogram ax1[1]\n", "ax1.append(fig1.add_subplot(gs1[7:12,0:5],sharex=ax1[0])) # ES hexbin plot ax1[2]\n", "ax1.append(fig1.add_subplot(gs1[7:12:,5:7],sharey=ax1[2])) # S histogram ax1[3]\n", "ax1.append(fig1.add_subplot(gs1[0:2,6:11])) # 1pH2MM BIC' ax1[4]\n", "ax1.append(fig1.add_subplot(gs1[3:5,6:11])) # 2pH2MM BIC' ax1[5]\n", "ax1.append(fig1.add_subplot(gs1[0:6,12:20])) # E photon path ax1[6]\n", "ax1.append(fig1.add_subplot(gs1[7:12,8:13], sharey=ax1[2], sharex=ax1[2])) # Burst based E-S viterbi calssification ax1[7]\n", "ax1.append(fig1.add_subplot(gs1[7:12,15:20],sharey=ax1[7],sharex=ax1[7])) # Dwell based E-S viterbi classification ax1[8]\n", "\n", "# plotting the BVA plot\n", "E_fret, std_fret = BVA(data, n)\n", "E_fret_bin, std_fret_bin = bin_bva(E_fret, std_fret, R, B_Thr)\n", "E_fret, std_fret = np.concatenate(E_fret), np.concatenate(std_fret)\n", "im = sns.kdeplot(x=E_fret, y=std_fret,shade=True, cmap='Spectral_r', n_levels=plot_levels, \n", " thresh=0.05, gridsize=100, ax=ax1[0])\n", "ax1[0].scatter(E_fret_bin, std_fret_bin, marker='^',s=140,color='white',edgecolors='k',alpha=1)\n", "ax1[0].set_ylim([0,0.4])\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "ax1[0].plot(x_T,y_T, lw=3, color='k', ls='--')\n", "ax1[0].set_ylabel('$\\mathbf{\\sigma_{E}^{*}}$',fontsize=18)\n", "\n", "# plotting the E and S histograms that surround the ES hexbin plot\n", "frb.dplot(data, frb.hist_fret, ax=ax1[1], pdf=False, weights=None, verbose=True)\n", "frb.dplot(data, frb.hist_burst_data, data_name='S', ax=ax1[3], vertical=True)\n", "frb.dplot(data, frb.hexbin_alex, ax=ax1[2])\n", "bhm.scatter_ES(mpdata.models, color='r',marker='o', s=100, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='loglik')\n", "bhm.axline_E(spdata.models, ax=ax1[1])\n", "bhm.axline_E(spdata.models, ax=ax1[2])\n", "\n", "# set limits and labels on first column \n", "ax1[0].set_yticks(np.arange(0.1,0.5,0.1))\n", "ax1[1].set_ylabel('# Bursts',fontsize=18,fontweight='bold')\n", "ax1[2].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18,)\n", "ax1[2].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[2].set_yticks([0,0.2,0.4,0.6,0.8])\n", "ax1[0].set_xlim([0,1])\n", "ax1[0].set_title(plot_title,fontsize=18,fontweight='bold')\n", "ax1[0].tick_params(labelsize=16)\n", "ax1[1].tick_params(labelsize=16)\n", "ax1[2].tick_params(labelsize=16)\n", "ax1[3].tick_params(labelsize=16)\n", "ax1[2].set_ylim([0,1])\n", "ax1[0].text(-0.15,1.05,'a',fontsize=18,fontweight='bold',transform=ax1[0].transAxes)\n", "ax1[1].set_title(' ')\n", "ax1[2].set_title(' ')\n", "ax1[2].text(-0.15,1.0,'b',fontsize=18,fontweight='bold',transform=ax1[2].transAxes)\n", "ax1[3].set_title(' ')\n", "ax1[3].set_ylabel(' ')\n", "ax1[3].set_xlabel('# bursts',fontsize=18,fontweight='bold')\n", "plt.setp(ax1[3].get_yticklabels(), visible=False)\n", "\n", "# ICL plots\n", "bhm.ICL_plot(spdata.models, highlight_ideal=True, ax=ax1[4])\n", "bhm.ICL_plot(mpdata.models, highlight_ideal=True, ax=ax1[5])\n", "ax1[4].grid(axis='x')\n", "ax1[4].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[4].tick_params(labelsize=16)\n", "ax1[4].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[4].annotate('1 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[4].set_title(\"sp vs mp H$^2$MM\",fontsize=18,fontweight='bold')\n", "ax1[4].text(-0.15,1.1,'c',fontsize=18,fontweight='bold',transform=ax1[4].transAxes)\n", "ax1[5].grid(axis='x')\n", "ax1[5].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[5].tick_params(labelsize=16)\n", "ax1[5].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[5].annotate('2 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "\n", "# set up names for burst and dwell-based plots\n", "burst_kwargs, order = burst_color_comb(state_names, clr)\n", "state_kwargs = [burst_kwargs[(2**i)-1] for i in range(len(state_names))]\n", "path_state_color = [sk['c'] for sk in state_kwargs]\n", "\n", "\n", "# # plot photon path\n", "bhm.plot_burstjoin(mpdata.models[mpdata.models.ideal], 'transitions', ax=ax1[6], \n", " state_color=path_state_color, path_kwargs={'linewidth':5, 'alpha':0.5})\n", "ax1[6].set_title('Sample Burst Trajectory',fontsize=18,fontweight='bold')\n", "\n", "\n", "\n", "collections = bhm.burst_ES_scatter(mpdata, ax=ax1[7], s=burst_marker_size, type_kwargs=burst_kwargs)\n", "bhm.scatter_ES(mpdata, ax=ax1[7], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='bootstrap_std')\n", "# sort labels by number of states\n", "labels = [collections[i].get_label() for i in order]\n", "collections_order = [collections[i] for i in order]\n", "# isolate unique labels\n", "unique = [i for i, label in enumerate(labels) if label not in labels[:i]]\n", "# trim labels down\n", "labels = [labels[i] for i in unique]\n", "handles = [collections_order[i] for i in unique]\n", "\n", "legend = ax1[7].legend(handles, labels, bbox_to_anchor=(1.0,1.0))\n", "for leg in legend.legendHandles:\n", " leg.set_sizes([30.0])\n", "\n", "ax1[7].set_title('Burst Based E-S',fontsize=18,fontweight='bold')\n", "ax1[7].text(-0.15,1.05,'e',fontsize=18, fontweight='bold',transform=ax1[7].transAxes)\n", "# ax1[7].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[7].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "# ax1[7].legend(bbox_to_anchor=(1.0, 1.0))\n", "\n", "bhm.dwell_ES_scatter(mpdata.models, ax=ax1[8], s=burst_marker_size, state_kwargs=state_kwargs)\n", "bhm.scatter_ES(mpdata.models, ax=ax1[8], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='viterbi_std')\n", "bhm.trans_arrow_ES(mpdata.models, ax=ax1[8], arrowprops=dict(linewidth=3))\n", "ax1[8].set_title('Dwell Based E-S',fontsize=18,fontweight='bold')\n", "ax1[8].text(-0.15,1.05,'f',fontsize=18, fontweight='bold',transform=ax1[8].transAxes)\n", "# ax1[8].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[8].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[8].yaxis.set_ticks_position(\"right\")\n", "ax1[8].yaxis.set_label_position(\"right\")\n", "# fig1.savefig('figures/'+fname+fplot_sel+'_summary_type0.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**mpH\\ :sup:`2`\\ MM results for DNA hairpin at 300 mM NaCl, Donor Active burst selection.** \n", "a) Burst variance analysis (BVA), the standard deviation of :math:`E_{raw}`\\ values of bursts is displayed versus their :math:`E_{raw}`\\ values. Bursts with standard deviations higher than expected solely from shot noise (semicircle), are ones that include dynamic heterogeneity, such as within-burst FRET dynamics. \n", "Triangles indicate the average of standard deviation values per :math:`E_{raw}`\\ bin. \n", "b) 2D histogram of :math:`E_{raw}`\\ and :math:`S_{raw}`\\ (E-S plots, colloquially) of bursts. \n", "The :math:`E_{raw}`\\ and :math:`S_{raw}`\\ values of sub-populations derived from mpH\\ :sup:`2`\\ MM are marked by red circles, and the standard deviation (SD) of these values, derived from the *Viterbi* dwell time analysis, are marked by black crosses. \n", "Vertical blue bars indicated :math:`E_{raw}`\\ derived from spH\\ :sup:`2`\\ MM. \n", "c) Comparison of values of the integrated complete likelihood (\\ :math:`ICL`\\ ) of spH\\ :sup:`2`\\ MM (top panel) and mpH\\ :sup:`2`\\ MM (bottom panel) of optimized models with different numbers of states. \n", "The ideal state-model is marked in red. \n", "d) Comparison of values of the modified Bayesian Information Criterion (\\ :math:`BIC'`\\ ) of optimized models with different numbers of states, using spH\\ :sup:`2`\\ MM (top pannel) and mpH\\ :sup:`2`\\ MM (bottom pannel), the model with the fewest number of states with a BIC' less than 0.005 is marked in red. \n", "e) A sample burst trajectory, with photons represented as colored vertical bars, with donor excitation photons colored green or red for donor and acceptor, respectively, and acceptor excitation photons colored purple. :math:`E_{raw}`\\ (top panel) and :math:`S_{raw}`\\ (bottom panel) of sub-populations determined from dwells using the *Viterbi* algorithm, are overlayed on the photon bars. \n", "e,f) E-S scatter plots of data processed by the *Viterbi* algorithm. mpH\\ :sup:`2`\\ MM sub-populations and *Viterbi* -derived standard deviations (SD) are overlayed as red circles and black crosses, respectively."]}, {"cell_type": "code", "execution_count": 54, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["Text(0.5, 1.0, 'Sample Burst Trajectories')"]}, "execution_count": 54, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", 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"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "mpdata = mpdata_da\n", "state_names = state_names_da\n", "bursts = [200+i for i in range(5)]\n", "fname = filename.split('.hdf5')[0]\n", "fplot_sel = 'DA'\n", "# End of function-like inputs\n", "#########################################################################\n", "\n", "assert len(bursts) == 5\n", "\n", "# build axes\n", "fig = plt.figure(figsize=(13,14))\n", "gs = gridspec.GridSpec(nrows=14,ncols=13,figure=fig)\n", "plt.subplots_adjust(hspace=0.0, wspace=1)\n", "axt = list()\n", "for i in range(5):\n", " ax = fig.add_subplot(gs[(3*i):(3*i+2),0:6], sharex=axt[0] if i != 0 else None)\n", " ax.text(-0.1,1.05,chr(ord('a')+i),fontsize=18,fontweight='bold',transform=ax.transAxes)\n", " axt.append(ax)\n", "axs = [fig.add_subplot(gs[0:6,7:13]),]\n", "axs.append(fig.add_subplot(gs[8:14,7:13], sharex=axs[0], sharey=axs[0]))\n", "\n", "# build arguments for burst and dwell plots\n", "burst_kwargs, order = burst_color_comb(state_names, clr)\n", "state_kwargs = [burst_kwargs[(2**i)-1] for i in range(len(state_names))]\n", "path_state_color = [sk['c'] for sk in state_kwargs]\n", "\n", "collections = bhm.burst_ES_scatter(mpdata, ax=axs[0], s=1, type_kwargs=burst_kwargs)\n", "bhm.scatter_ES(mpdata, ax=axs[0], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='bootstrap_std')\n", "# sort labels by number of states\n", "labels = [collections[i].get_label() for i in order]\n", "collections_order = [collections[i] for i in order]\n", "# isolate unique labels\n", "unique = [i for i, label in enumerate(labels) if label not in labels[:i]]\n", "# trim labels down\n", "labels = [labels[i] for i in unique]\n", "handles = [collections_order[i] for i in unique]\n", "\n", "legend = axs[0].legend(handles, labels, title=\"\",loc='lower left',bbox_to_anchor=(0.0,-0.3),fontsize=10,ncol=3)\n", "for leg in legend.legendHandles:\n", " leg.set_sizes([20.0])\n", "\n", "bhm.dwell_ES_scatter(mpdata, ax=axs[1], s=1, state_kwargs=state_kwargs)\n", "\n", "\n", "axs[0].text(-0.1,1.05,'f',fontsize=18,fontweight='bold',transform=axs[0].transAxes)\n", "axs[0].set_title(\"Burst based E-S\",fontsize=14,fontweight='bold')\n", "\n", "axs[1].set_xlim([-0.1,1.1])\n", "axs[1].set_ylim([-0.1,1.1])\n", "axs[0].text(-0.1,1.05,'g',fontsize=18,fontweight='bold',transform=axs[1].transAxes)\n", "axs[1].set_title(\"Dwell based E-S\",fontsize=14,fontweight='bold')\n", "\n", "\n", "for i, b in enumerate(bursts):\n", " bhm.plot_burstjoin(mpdata.models, b, ax=axt[i], state_color=path_state_color, \n", " path_kwargs={'linewidth':3, 'alpha':0.5})\n", " \n", "axt[0].set_title('Sample Burst Trajectories',fontsize=14,fontweight='bold')\n", "# fig.savefig('figures/'+fname+fplot_sel+'_viterbi.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**mpH\\ :sup:`2`\\ MM *Viterbi* analysis of DNA haripin at 300mM NaCl Donor Active burst selection** \n", "a-e) Selected photon traces with the *Viterbi* derived most likely state paths overlayed. Photons are represented as verticle bars colored according to the photon stream, (green for D\\ :sub:`ex`\\ D\\ :sub:`em`\\ photons, red for D\\ :sub:`ex`\\ A\\ :sub:`em`\\ photons, and purple for A\\ :sub:`ex`\\ A\\ :sub:`em`\\ photons). \n", "Horizontal line represents the :math:`E_{raw}`\\ (upper pannel) and :math:`S_{raw}`\\ of the state predicted by the *Viterbi* algorithm. \n", "e,f) E-S scatter plot of bursts (f) or dwells within bursts (g), color coded by which states are present in the bursts (f) or according to the state of the dwell (g), according to Viterbi algorithm. \n", "Colors are consistent throughout, with states in a-e colored as in g, and the borders of the burst traces colored as in f."]}, {"cell_type": "code", "execution_count": 55, "metadata": {"scrolled": false}, "outputs": [{"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "data = d_da\n", "spdata = spdata_da\n", "mpdata = mpdata_da\n", "# Non data settings\n", "state_names = state_names_da\n", "fname = filename.split('.hdf5')[0]\n", "plot_sel = 'Donor Active'\n", "fplot_sel = 'DA'\n", "burst_marker_size = 5\n", "barwidth = 0.02\n", "plot_t = plot_title\n", "# End of function-like inputs\n", "#########################################################################\n", "\n", "\n", "# set up the figures subplots\n", "fig1 = plt.figure(figsize=(25,15))\n", "gs1 = gridspec.GridSpec(nrows=12,ncols=20,figure=fig1)\n", "plt.subplots_adjust(hspace=0, wspace=0)\n", "ax1 = []\n", "ax1.append(fig1.add_subplot(gs1[0:5,0:5])) # BVA plot ax1[0]\n", "ax1.append(fig1.add_subplot(gs1[5:7,0:5],sharex=ax1[0])) # 1D FRET histogram ax1[1]\n", "ax1.append(fig1.add_subplot(gs1[7:12,0:5],sharex=ax1[0])) # ES hexbin plot ax1[2]\n", "ax1.append(fig1.add_subplot(gs1[7:12:,5:7],sharey=ax1[2])) # S histogram ax1[3]\n", "ax1.append(fig1.add_subplot(gs1[0:2,7:12])) # 1pH2MM ICL ax1[4]\n", "ax1.append(fig1.add_subplot(gs1[3:5,7:12],sharex=ax1[4])) # 2pH2MM ICL ax1[5]\n", "ax1.append(fig1.add_subplot(gs1[0:2,14:19])) # 1pH2MM BIC' ax1[6]\n", "ax1.append(fig1.add_subplot(gs1[3:5,14:19],sharex=ax1[6])) # 2pH2MM BIC' ax1[7]\n", "ax1.append(fig1.add_subplot(gs1[7:12,8:13])) # Burst based E-S viterbi calssification ax1[8]\n", "ax1.append(fig1.add_subplot(gs1[7:12,14:19],sharey=ax1[8])) # Dwell based E-S viterbi classification ax1[9]\n", "\n", "# plotting the BVA plot\n", "E_fret, std_fret = BVA(data, n)\n", "E_fret_bin, std_fret_bin = bin_bva(E_fret, std_fret, R, B_Thr)\n", "E_fret, std_fret = np.concatenate(E_fret), np.concatenate(std_fret)\n", "im = sns.kdeplot(x=E_fret, y=std_fret,shade=True, cmap='Spectral_r', n_levels=plot_levels, \n", " thresh=0.05, gridsize=100, ax=ax1[0])\n", "ax1[0].scatter(E_fret_bin, std_fret_bin, marker='^',s=140,color='white',edgecolors='k',alpha=1)\n", "ax1[0].set_ylim([0,0.4])\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "ax1[0].plot(x_T,y_T, lw=3, color='k', ls='--')\n", "ax1[0].set_ylabel('$\\mathbf{\\sigma_{E}^{*}}$',fontsize=18)\n", "\n", "# plotting the E and S histograms that surround the ES hexbin plot\n", "frb.dplot(data, frb.hist_fret, ax=ax1[1], pdf=False, weights=None, verbose=True)\n", "frb.dplot(data, frb.hist_burst_data, data_name='S', ax=ax1[3], vertical=True)\n", "frb.dplot(data, frb.hexbin_alex, ax=ax1[2])\n", "bhm.scatter_ES(mpdata.models, color='r',marker='o', s=100, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='loglik')\n", "bhm.axline_E(spdata.models, ax=ax1[1])\n", "bhm.axline_E(spdata.models, ax=ax1[2])\n", "\n", "# set limits and labels on first column \n", "ax1[0].set_yticks(np.arange(0.1,0.5,0.1))\n", "ax1[1].set_ylabel('# Bursts',fontsize=18,fontweight='bold')\n", "ax1[2].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18,)\n", "ax1[2].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[2].set_yticks([0,0.2,0.4,0.6,0.8])\n", "ax1[0].set_xlim([0,1])\n", "ax1[0].set_title(plot_title,fontsize=18,fontweight='bold')\n", "ax1[0].tick_params(labelsize=16)\n", "ax1[1].tick_params(labelsize=16)\n", "ax1[2].tick_params(labelsize=16)\n", "ax1[3].tick_params(labelsize=16)\n", "ax1[2].set_ylim([0,1])\n", "ax1[0].text(-0.15,1.05,'a',fontsize=18,fontweight='bold',transform=ax1[0].transAxes)\n", "ax1[1].set_title(' ')\n", "ax1[2].set_title(' ')\n", "ax1[2].text(-0.15,1.0,'b',fontsize=18,fontweight='bold',transform=ax1[2].transAxes)\n", "ax1[3].set_title(' ')\n", "ax1[3].set_ylabel(' ')\n", "ax1[3].set_xlabel('# bursts',fontsize=18,fontweight='bold')\n", "plt.setp(ax1[3].get_yticklabels(), visible=False)\n", "\n", "# ICL plots\n", "bhm.ICL_plot(spdata.models, highlight_ideal=True, ax=ax1[4])\n", "bhm.ICL_plot(mpdata.models, highlight_ideal=True, ax=ax1[5])\n", "ax1[4].grid(axis='x')\n", "ax1[4].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[4].tick_params(labelsize=16)\n", "ax1[4].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[4].annotate('1 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[4].set_title(\"ICL sp vs mp H$^2$MM\",fontsize=18,fontweight='bold')\n", "ax1[4].text(-0.15,1.1,'c',fontsize=18,fontweight='bold',transform=ax1[4].transAxes)\n", "ax1[4].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "ax1[5].grid(axis='x')\n", "ax1[5].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[5].tick_params(labelsize=16)\n", "ax1[5].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[5].annotate('2 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[5].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "ax1[5].set_xlabel(\"Number of States\",fontsize=18,fontweight='bold')\n", "\n", "# plot BIC'\n", "bhm.BICp_plot(spdata.models, ax=ax1[6], highlight_ideal=True)\n", "bhm.BICp_plot(mpdata.models, ax=ax1[7], highlight_ideal=True)\n", "ax1[6].axhline(bicp_min,c=clr[0],ls='-',lw=1)\n", "ax1[7].axhline(bicp_min,c=clr[0],ls='-',lw=1)\n", "ax1[6].grid(axis='x')\n", "ax1[6].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[6].tick_params(labelsize=16)\n", "ax1[6].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[6].annotate('1 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[6].set_title(\"BIC' sp vs mp H$^2$MM\",fontsize=18,fontweight='bold')\n", "ax1[6].text(-0.05,1.05,'d',fontsize=18,fontweight='bold',transform=ax1[6].transAxes)\n", "ax1[6].set_ylabel(\"BIC'\",fontsize=18,fontweight='bold')\n", "ax1[7].grid(axis='x')\n", "ax1[7].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[7].tick_params(labelsize=16)\n", "ax1[7].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[7].annotate('2 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "# ax1[7].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "# ax1[7].set_xlabel(\"Number of States\",fontsize=18,fontweight='bold')\n", "\n", "\n", "\n", "# set up names for burst and dwell-based plots\n", "burst_kwargs, order = burst_color_comb(state_names, clr)\n", "\n", "state_kwargs = [burst_kwargs[(2**i)-1] for i in range(len(state_names))]\n", "\n", "collections = bhm.burst_ES_scatter(mpdata, ax=ax1[8], s=burst_marker_size, type_kwargs=burst_kwargs)\n", "bhm.scatter_ES(mpdata, ax=ax1[8], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='bootstrap_std')\n", "# sort labels by number of states\n", "labels = [collections[i].get_label() for i in order]\n", "collections_order = [collections[i] for i in order]\n", "# isolate unique labels\n", "unique = [i for i, label in enumerate(labels) if label not in labels[:i]]\n", "# trim labels down\n", "labels = [labels[i] for i in unique]\n", "handles = [collections_order[i] for i in unique]\n", "\n", "legend = ax1[8].legend(handles, labels, bbox_to_anchor=(1.0,1.0))\n", "for leg in legend.legendHandles:\n", " leg.set_sizes([30.0])\n", "\n", "ax1[8].set_title('Burst Based E-S',fontsize=18,fontweight='bold')\n", "ax1[8].text(-0.15,1.05,'e',fontsize=18, fontweight='bold',transform=ax1[8].transAxes)\n", "# ax1[8].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[8].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "# ax1[8].legend(bbox_to_anchor=(1.0, 1.0))\n", "\n", "bhm.dwell_ES_scatter(mpdata.models, ax=ax1[9], s=burst_marker_size, state_kwargs=state_kwargs)\n", "bhm.scatter_ES(mpdata.models, ax=ax1[9], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='viterbi_std')\n", "bhm.trans_arrow_ES(mpdata.models, ax=ax1[9], arrowprops=dict(linewidth=3))\n", "ax1[9].set_title('Dwell Based E-S',fontsize=18,fontweight='bold')\n", "ax1[9].text(-0.15,1.05,'f',fontsize=18, fontweight='bold',transform=ax1[8].transAxes)\n", "# ax1[9].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[9].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[9].yaxis.set_ticks_position(\"right\")\n", "ax1[9].yaxis.set_label_position(\"right\")\n", "# fig1.savefig('figures/'+fname+fplot_sel+'_summary_type2.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**mpH\\ :sup:`2`\\ MM results for DNA hairpin at 300 mM NaCl, Donor Active burst selection.** \n", "a) Burst variance analysis (BVA), the standard deviation of :math:`E_{raw}`\\ values of bursts is displayed versus their :math:`E_{raw}`\\ values. Bursts with standard deviations higher than expected solely from shot noise (semicircle), are ones that include dynamic heterogeneity, such as within-burst FRET dynamics. \n", "Triangles indicate the average of standard deviation values per :math:`E_{raw}`\\ bin. \n", "b) 2D histogram of :math:`E_{raw}`\\ and :math:`S_{raw}`\\ (E-S plots, colloquially) of bursts. \n", "The :math:`E_{raw}`\\ and :math:`S_{raw}`\\ values of sub-populations derived from mpH\\ :sup:`2`\\ MM are marked by red circles, and the standard deviation (SD) of these values, derived from the *Viterbi* dwell time analysis, are marked by black crosses. Vertical blue bars indicated :math:`E_{raw}`\\ derived from spH\\ :sup:`2`\\ MM. \n", "c) Comparison of values of the integrated complete likelihood (\\ :math:`ICL`\\ ) of spH\\ :sup:`2`\\ MM (top panel) and mpH\\ :sup:`2`\\ MM (bottom panel) of optimized models with different numbers of states. The ideal state-model is marked in red. \n", "d) Comparison of values of the modified Bayesian Information Criterion (\\ :math:`BIC'`\\ ) for spH\\ :sup:`2`\\ MM (top pannel) and mpH\\ :sup:`2`\\ MM of optimized models with different numbers of states. \n", "e,f) E-S scatter plots of data processed by the *Viterbi* algorithm. mpH\\ :sup:`2`\\ MM sub-populations and *Viterbi* -derived standard deviations (SD) are overlayed as red circles and black crosses, respectively. \n", "e,f) E-S scatter plot of bursts (e) or dwells within bursts (f), color coded by which states are present in the bursts (e) or according to the state of the dwell (f), according to *Viterbi* algorithm."]}, {"cell_type": "code", "execution_count": 56, "metadata": {"scrolled": false}, "outputs": [{"data": {"image/png": 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"text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "mpdata = mpdata_da\n", "state_str = state_names_da\n", "fname = filename.split('.hdf5')[0]\n", "fplot_name = 'DA'\n", "# End of function-like inputs\n", "#########################################################################\n", "\n", "# build figure axes\n", "nstate = mpdata.models.ideal + 1\n", "ngraphs = (nstate)*(nstate - 1) // 2\n", "nrows = ngraphs // 2 + (ngraphs % 2)\n", "fig3 = plt.figure(figsize=(21,nrows*7))\n", "gs3 = gridspec.GridSpec(nrows=3*nrows,ncols=4,figure=fig3)\n", "ax3 = [[] for i in range(ngraphs)]\n", "k = 0\n", "stats_frame = mpdata.models[mpdata.models.ideal].stats_frame()\n", "for i in range(nstate):\n", " for j in range(i+1,nstate):\n", " macro_row, macro_col = 3*(k//2), 2*(k%2)\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row,macro_col]))\n", " bhm.dwell_trans_dur_hist(mpdata.models, from_state=i, to_state=j, ax=ax3[k][0], color=clr[i], \n", " include_beg=False)\n", " ax3[k][0].axvline(1000/mpdata.models.trans[i,j],color='r')\n", " ax3[k][0].axvline(stats_frame[f'to_state_{j}_dwell_dur'][i], color='b')\n", " ax3[k][0].annotate('Full residence',(0.7,0.85),xycoords='axes fraction')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+1,macro_col],sharex=ax3[k][0]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][1], states=i, \n", " dwell_pos=lambda model: bhm.begin_dwell(model)*bhm.dwell_trans(model, j),\n", " color=clr[i])\n", " ax3[k][1].axvline(1000/mpdata.models.trans[i,j],color='r')\n", " ax3[k][1].axvline(stats_frame[f'to_state_{j}_dwell_dur'][i], color='b')\n", " ax3[k][1].annotate('Initial Dwell',(0.7,0.85),xycoords='axes fraction')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+2,macro_col],sharex=ax3[k][1]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][2], states=i, \n", " dwell_pos=lambda model: bhm.end_dwell(model)*bhm.dwell_trans_from(model, j),\n", " color=clr[i])\n", " ax3[k][2].annotate('Ending Dwell',(0.7,0.85),xycoords='axes fraction')\n", " ax3[k][2].axvline(1000/mpdata.models.trans[i,j],color='r')\n", " ax3[k][2].axvline(stats_frame[f'to_state_{j}_dwell_dur'][i], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row,macro_col+1],sharey=ax3[k][0]))\n", " bhm.dwell_trans_dur_hist(mpdata.models, from_state=j, to_state=i, ax=ax3[k][3], color=clr[j], \n", " include_beg=False)\n", " ax3[k][3].axvline(1000/mpdata.models.trans[j,i],color='r')\n", " ax3[k][3].axvline(stats_frame[f'to_state_{i}_dwell_dur'][j], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+1,macro_col+1],sharey=ax3[k][1],sharex=ax3[k][3]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][4], states=j, \n", " dwell_pos=lambda model: bhm.begin_dwell(model)*bhm.dwell_trans(model, i),\n", " color=clr[j])\n", " ax3[k][4].axvline(1000/mpdata.models.trans[j,i],color='r')\n", " ax3[k][4].axvline(stats_frame[f'to_state_{i}_dwell_dur'][j], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+2,macro_col+1],sharey=ax3[k][2],sharex=ax3[k][4]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][5], states=j, \n", " dwell_pos=lambda model: bhm.end_dwell(model)*bhm.dwell_trans_from(model, i),\n", " color=clr[j])\n", " ax3[k][5].axvline(1000/mpdata.models.trans[j,i],color='r')\n", " ax3[k][5].axvline(stats_frame[f'to_state_{i}_dwell_dur'][j], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row:macro_row+3,macro_col]))\n", " ax3[k][6].axis('off')\n", " ax3[k][6].set_title(state_str[i] + '->' + state_str[j])\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row:macro_row+3,macro_col+1]))\n", " ax3[k][7].axis('off')\n", " ax3[k][7].set_title(state_str[j] + '->' + state_str[i])\n", " k += 1\n", "# fig3.savefig('figures/'+fname + fplot_name + '_dwellhist.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**Analysis of the :math:`t_{dwell}`\\ distributions of *Viterbi* based on each state, for the Donor Active selection of the DNA hairpin in 300 mM NaCL.** \n", "Histograms are grouped in blocks fo 2 columns and 3 rows. \n", "Each block represents a common set of transitions, each column in the block is a different direction, i.e. one column is from *state A* to *state B*, and the other is *state B* to *state A*. \n", "The *top row* histograms the :math:`t_{dwell}`\\ of dwells which begin and end within a burst. \n", "The *middle row* histograms the :math:`t_{dwell}`\\ of dwells which begin at the beginning of a burst. \n", "The *bottom row* histograms teh :math:`t_{dwell}`\\ of all dwells that end at the end of a burst."]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _da_lifetime:\n", "\n", "\n", "Assement of Quantum Yield through the Lifetime data\n", "===================================================\n", "\n", "\n", "\n", "Setting :attr:`BurstData.irf_thresh `\n", "===============================================================================\n", "\n", "\n", "\n", "Before performing nanotime assesment, it is good to set the :attr:`BurstData.irf_thresh ` property.\n", "In the original notebook this was done looking at the decay histograms of individual states.\n", "\n", "We now prefer to look at the decays from all bursts, not sorted by states.\n", "Futher, by plotting along the raw TCSPC bin, for setting the :attr:`BurstData.irf_thresh ` , we can work without one less conversion, removing one possible point of error.\n", "\n", "So first let's plot the :func:`raw_nanotime_hist() ` :"]}, {"cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [{"data": {"text/plain": ["([[],\n", " [],\n", " []],\n", " )"]}, "execution_count": 57, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots(figsize=(10,5))\n", "bhm.raw_nanotime_hist(mpdata_da, yscale='log', ax=ax)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now make a guess at where the :attr:`BurstData.irf_thresh ` should be, and check."]}, {"cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [{"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# raw thresholds, set according to your data, don't be affraid to re-run this cell until it looks right\n", "raw_thresh = [2374, 2374, 245]\n", "\n", "fig, ax = plt.subplots(figsize=(10,5))\n", "bhm.raw_nanotime_hist(mpdata_da, yscale='log', ax=ax)\n", "\n", "for th in raw_thresh:\n", " ax.axvline(th)"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["If the above cell looks right, set the thresholds \n", "\n", ".. note::\n", "\n", " Since all our BurstData came from the same raw data, we can use the same thresholds,\n", " even if they are different burst selections.\n", " Only we will have to remove the last stream for the spH :sup:`2`\\ MM models\n", "\n", ""]}, {"cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": ["mpdata_da.irf_thresh = raw_thresh\n", "mpdata_fret.irf_thresh = raw_thresh\n", "spdata_da.irf_thresh = raw_thresh[:-1]\n", "spdata_fret.irf_thresh = raw_thresh[:-1]"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now lets plot the decays for each state and see how well each looks with the IRF thresholds: "]}, {"cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [{"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["mpdata = mpdata_da\n", "state_names = state_names_da\n", "ns_thresholds = [29,29,3]\n", "\n", "# build figure axes\n", "fig_nt = plt.figure(figsize=(20,5*((mpdata.models.ideal + 1) // 2) ))\n", "gs_nt = gridspec.GridSpec(ncols=2,nrows=((mpdata.models.ideal + 1) // 2))\n", "ax_nt = [fig_nt.add_subplot(gs_nt[i//2, i%2]) for i in range(mpdata.models.ideal+1)]\n", "\n", "raw_thresholds = [int(th /mpdata.data.nanotimes_params[0]['tcspc_unit'] / 1e9) for th in ns_thresholds]\n", "mpdata.irf_thresh = raw_thresholds\n", "\n", "for i, state in enumerate(state_names):\n", " bhm.state_nanotime_hist(mpdata.models, ax=ax_nt[i], states=i, \n", " streams=mpdata.ph_streams, stream_kwargs=st_kw(state, mpdata), \n", " raw_bin=False)\n", " ax_nt[i].legend()\n", " bhm.axline_irf_thresh(mpdata, ax=ax_nt[i], \n", " stream_kwargs=[{'color':stream_color[sel]} for sel in mpdata.ph_streams], \n", " raw_bin=False)\n", " "]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Now that the IRF is excluded, the mean arrival time can be calculated, which allows us to calculate the lifetime "]}, {"cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [{"data": {"text/plain": ["array([[2.76325964, 4.40415066, 4.33452875],\n", " [3.67506514, 4.38479307, 4.17718796],\n", " [3.60081483, 4.56385298, 4.10769111],\n", " [3.7774879 , 4.27441388, 4.74565177]])"]}, "execution_count": 61, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", 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"]}, "metadata": {}, "output_type": "display_data"}], "source": ["mpdata = mpdata_da\n", "state_names = state_names_da\n", "state_names = state_names_da\n", "\n", "# build figure axes\n", "fig_nt = plt.figure(figsize=(15,5*len(mpdata.ph_streams)))\n", "gs_nt = gridspec.GridSpec(ncols=1,nrows=len(mpdata.ph_streams))\n", "ax_nt = [fig_nt.add_subplot(gs_nt[j,0]) for j in range(len(mpdata.ph_streams))]\n", "\n", "for i, stream in enumerate(mpdata.ph_streams):\n", " bhm.state_nanotime_hist(mpdata.models, streams=stream, ax=ax_nt[i], \n", " state_kwargs=[{'label':f'{state} {stream_label[stream]}'} for state in state_names],\n", " alpha=0.5)\n", " ax_nt[i].legend()\n", "\n", "# fig_nt.savefig('figures/'+fname+'DA_decays.pdf',format='pdf',bbox_inches='tight')\n", "mpdata.models.state_nano_mean"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**Comparison of fluorescent lifetime decays of states derived from *Viterbi* analysis, based on Donor Active burst selection.** \n", "*Top panel:* Donor decays, (\\ :math:`D_{ex}D_{em}`\\ ). \n", "*Middle panel:* Acceptor FRET decays (\\ :math:`D_{ex}A_{em}`\\ ), \n", "*Bottom panel:* (\\ :math:`A_{ex}A_{em}`\\ )."]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _fret_result:\n", "\n", "\n", "Examining FRET burst selection results\n", "**************************************\n", "\n", "\n", "\n", "As with the Donor active selection, we need to know the order of states so we can give each an appropriate name for our FRET selection"]}, {"cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [{"data": {"text/plain": [""]}, "execution_count": 62, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["mpdata = mpdata_fret\n", "bhm.dwell_ES_scatter(mpdata.models, state_kwargs=[{'label':f'{i}', 'c':clr[i]} \n", " for i in range(mpdata.models.ideal+1)])\n", "plt.legend()"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Again, let's give each state a name: "]}, {"cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [], "source": ["state_names_fret = ['Closed','Open']"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _fret_mainplot:\n", "\n", "\n", "Plot information relevant to 2D E-S plots for FRET burst selection\n", "******************************************************************\n", "\n", ""]}, {"cell_type": "code", "execution_count": 64, "metadata": {"scrolled": false}, "outputs": [{"name": "stdout", "output_type": "stream", "text": [" - Computing histogram.\n"]}, {"data": {"image/png": 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oAACxsbGYN28enj17hvDwcKSnp3PuV2ZmJufAqLUei6KaP38+zp8/jw0bNpjUCs7Z2Rlt2rTBgQMHsGXLFowdOxa5ubnM37DBgwdjw4YNJbYfQgipjG7evMn8/P777+Ptt9/mXD9p0iS9z7q3bt3C+vXr8eDBAyQlJSErKwu2traoWbMmunfvjrFjx3JCSmt+Tme3MF24cCHUajU2bNiA6OhoeHh44K233sK0adNMrvR+9uwZ1qxZg1OnTiEhIQEymQy1a9dG//79MXLkSMF2pMbUr1+f+byt0WgwadIkAEBBQQEyMjLg7e0teF90LYABbjh+5MgRpnqc3TZnzZo1uHr1Knbt2oXExETMmjULY8aMwYkTJ7B+/XrcvXsXWVlZcHBwgJeXFxo3boz+/fuja9eueq1KAXByF/542Pjfd9lzRNra2nK+a8TFxXEunzp1CsuWLcOJEyeQlpaGHTt2wMfHB8uXL8e9e/eQmJiIjIwMSCQSVKtWDe3ateNkCoD+9/KjR49yxnP69Gls3rwZN2/eREZGBpydndG8eXOMGzdO8ADB06dP8eeff+LcuXNITEyEVCpFtWrV0KZNG3z55Zf47bffOGc+AGBuH+BmDMnJyVizZg1OnDiB+Ph4aLVa+Pr64rXXXsPYsWM5RX/8rGPmzJlYvnw5bty4AZlMhh49ejAHUPg5hkKhQMeOHZnv8Xv37rVajkUIMQ0F/SbQtf6oXr06mjZtKrhOaGgooqOjmct79uxBXFwcvLy8cPjwYWb5nTt3MGnSJBw6dAg1atTQ28/Tp0/xzjvvICcnh1l24sQJXL16FVu3bmVC4qJo06aN3jKJRIKAgAAmVDN0xH3QoEHYuHEjMjIysGfPHrz99tv466+/oFQqYWNjg379+uHvv/82Og7dfp48eYKzZ8+iY8eOzBfeKlWqoH379kxQJyYzMxPvvvsuUlNTOcvz8/MxYcIEvUmNEhISEB4ejkOHDmHNmjVo2rQp6tSpg5YtW+Lq1avIysrC8ePH0atXL2Yb9hh0rXbErFy5Uq8NTFpaGtLS0nDnzh20a9fO6HOYlJTEfKBki4uLQ3h4OPbu3YtffvkFHTt21Ns2IyMDQ4cORUpKCrPsypUrGD9+PCIiIvTaMelemyVxpgq7xRE76GHTarVIT0/H/v37mQ8HUqlU8L4ao1ar8ezZMyb4BgrPHmB/0GC3+WFX4FevXh2+vr7Mh9Xz58+jXr16nA+Lvr6+TMgPAC1btkR4eDgAiE6mZc3QrFOnTrh+/TqeP3+OTZs2oXnz5jh37hzTBqeoAVLt2rWRkpKCzMxM/Pjjj4JzcrCdP3+eMwEuUHhQ5ebNm7h58yYuXbrEnD2hVCqxd+9eZr3+/fuLVr8YO8Ag5ssvv0RkZCQePHgAhUKB33//nQlNAXDmmSDEmNTUVCZAr169OtOGJSkpCQ8fPsSJEycEzxCJjo5GSEgIhg8fjri4OCxduhS5ubl49uwZli9fjvnz54veZkBAANq0aYNLly4hPT0dp06dYr7osn9/Bg8eDKlUavEYDXn69Cn69OmDgQMH4t9//8WhQ4cAFM7PUaNGDXz99ddITU1l5vI4ffo0njx5gjp16lj1sRBi6ntDfHw8Nm7cCFtbW05Q0KpVK6xevVp0u/feew8HDhxAQkICjh49ivj4eOTm5kIikWDkyJEmv79aaz+EEFLZsL87/PXXX/Dy8kLbtm3h5eXFLOd/t7l9+zb27NnDWaZSqXD//n3cv38fx48fx7Zt2yCX68cg1vycvmbNGkRGRjKXnz9/jtWrV+PBgwf4448/jP49vn79OsaPH4/MzEzO8jt37uDOnTs4evQoVq9ebXEFfnZ2NiIiIpjL3t7eVj3gPm/ePL3vsufOncPEiROZIisAyMrKQlZWFqKiouDk5ISuXbtabQzm4uc5QOHnP6GWx0+fPsXTp0/x33//4d9//+WE/WJ++OEH/PHHH5xlaWlpOHbsGE6cOIGvvvoKI0aMYK47fvw4PvroI+Tl5XG2iYqKQlRUlFmtlh4/fozQ0FBORsDe1+7du7Fu3To0aNBAb9uYmBiEhoYiPz8fQOHv5bvvvssE/du3b8eHH37InF1z9uxZ5nt8kyZNKOQnpBRQ0G+Co0ePQq1WG+xhrlQqsXz5cqSnp+Pbb7+FVqvFtWvXIJVKMXXqVAQHB2PhwoWIjo6GUqnE33//jRkzZujt59mzZ2jZsiXGjh2LzMxMLF26FMnJycjKysL8+fPx559/Ct6+pWGYTlpaGs6fP89cNjRLfN26ddG+fXucP38eGzduxIABA7Bt2zYAwJtvvsn58GVIly5dcPLkScTExGDjxo2oX78+Dhw4AKBw4uPnz58b3UdWVhZcXV0xZ84cBAYG4vHjx7C1tUVYWBgTtvr5+eHDDz9EtWrV8N9//+Hvv/9GZmYmPvnkExw4cAA2NjYYOnQorl69CqDwII0u6L9z5w6ePHnC7Kd9+/YGx6OrkJfL5Zg9ezYCAwORnp6Op0+f4tSpU4IfKvnmzp3LfMjw8vLCJ598Ajc3N6xduxZXrlxBXl4ePv30U0REROgdkMnOzoa7uzuWLl0KhUKBBQsWICsrC2lpadi7dy/eeecdZt3Y2Fjcv38fQUFBqFmzpuBYduzYoVdRYS6lUokbN25wPnQ3bNhQb70BAwbg/v37nGUBAQH45JNPBD90iMnMzNQ7mCWRSNC6dWt89dVXTBVNRkYG5wM7/3Xr5eXFBP26ytnY2Fjmel3Fi9D26enpyMzM1Oslac3QTCaTYfjw4fjpp59w8OBBfP7550xg5Ovri5CQkCIFSK6urhg4cCCWL1+Oo0eP4saNG2jWrJno+m3atEG1atVQvXp1ODk5QSKRICkpCWFhYYiJicGRI0dw8+ZNNG3aFNHR0ZyDmewznKzFw8MD4eHh2LJlCw4ePIjIyEjk5+fD3d0djRo1MnhfCOFzcnJi2kG5uLigVq1aCAwMZN5PPv30U8HtqlatihUrVjBfxBUKBRYvXgygsEr/22+/Ndh2YOjQoUx4v2fPHnTv3h1qtZr5WymVSpmqNkvHaEjVqlWxZMkSyOVyeHh4MO9ZAPD1118zX8j//vtvPHr0CEBhoC/0nlXUx8JSNWrUsOjMoNatW6Nhw4a4d+8eNmzYgGfPngEofL8yp+2etfZDCCGVTdeuXZmCq6ioKHz88ccACgt3Wrdujb59+yIkJIQTmgcFBeHzzz+Hv78/HB0dIZPJkJaWhtWrV+PWrVu4c+cODh8+zJzNzWbNz+mPHz/GuHHj0LZtW5w7d475Dn/q1Cns2bMH/fv3F73fCoUCH3/8MRPy9+rVC0OGDEF+fj5+/vlnPHjwABcuXMCvv/6K6dOnm/WYsqu9dTw8PLBo0SKr/g2Ojo7G4MGD0atXL+as+v379zMh/7vvvouePXsiLy8PiYmJOHfuHHPQRjePHbu174oVK5jvWrVr17baONkSEhIwbdo0NGvWDAkJCfDw8IBcLse0adNQu3ZtuLi4wM7ODjk5Odi/fz92796NjIwMrF27Fl9//bXBfZ84cYIJ+e3t7TF16lQ0atQIDx48wLJly6BQKDB//ny0b98etWvXRmpqKmbMmMGE/P7+/hg/fjxq1KiB2NhY5vv5kCFD0KFDB3z00UdISkoC8Ko9E/BqHsCZM2cyIX9AQACmTZsGmUyGsLAwREZGIi0tDTNnzsSuXbv0XgfPnz9HtWrV8MUXX8DX1xePHz9GkyZN0LRpU9y8eRMJCQk4e/Ys832O/VmRfVY9IaTkUNBvAlOqntlfeDdv3swcwe/VqxfT6/7x48f4/vvvAUDvaLGOvb09fv75Z+Y0QCcnJ0ybNg1A4VHwtLQ0ZjI3a8nKysLkyZOZvt5dunTBW2+9ZXCb0NBQnD9/Hg8ePMDcuXOZPxyhoaE4efKkSbcrkUjw7rvvYuHChTh+/DiWLl0KpVIJuVyOESNG6PXQE7N48WLmwESnTp2g1WqZI8y6MemC7LfeegtHjhxBUlISYmNjcf78eXTp0gW9e/fGd999h5ycHJw4cYIJadnh9JAhQ4xWX+g+oMjlcgQEBKBx48ZMNYquN68hGRkZOHLkCHP566+/Zl53LVu2RLdu3ZCfn4+UlBScOHFC8EPqjz/+yJy2eOPGDebsCv5rrrir+cUOEshkMuY1bYxEItGrYigKXSUCAL398k9/ZV/Ozc3V28bQ+rpt+EG/NUMzAHjnnXfw66+/QqlUYunSpTh+/DgAYMSIEVb5sD5q1Chs2LABKSkpWL58OdatWye6btu2bXH37l388ssviImJQU5ODqdiByh8PTZt2lSvOsnd3b3IYxViZ2eHMWPGYMyYMcWyf1J52NnZMV/8Hz58yFTRV69eHc2aNcPgwYPRpUsXve2aNWvGqbZjnzmUmZmJtLQ0gxV0vXr1wrx585CdnY1jx44hOzsb165dQ3JyMgCgY8eOzJc4S8doSNOmTZkD1PzPHi1atGB+Zl8nNkdIUR8LPvbZWjrsUMAaRo4ciS+++IJz9hd/vo+S3A8hhFQmAwYMwI0bN/DXX39xPlM+f/4c+/btw759+9C9e3f8/PPPzHe0pk2b4u7du1izZg0eP36MrKwspkJf58aNG4Lfoaz5Ob1Xr15MxXXXrl0RHR2NY8eOAQAOHDhgMOg/c+YMMx+Yp6cnE847OTlh2LBhzIGG8PBws4N+IQ4ODpwCHGvo2bMnFi5cyFl26tQp5ueaNWuibt26qFq1KgDu32+heeyCg4OLfYLZWbNmCf5tbty4MbZs2YI7d+4gLS0NKpWKc72hlsc6//77L/Nzr169mJarTZo0QYcOHXDixAmoVCps374dM2bMwIEDB5i2VI6Ojti8eTOntY6u8t/V1RW+vr6cz1fs9kwAcP/+fdy5c4e5vGzZMjRu3BhAYQFnv379ABTO3Xf79m29DhYSiQS///47U3jXqVMnAIXPma691j///IPOnTtDpVIx7YpsbW2ZfRNCShYF/Ubk5OTg7Nmz8PT0NDi5ZsuWLZmf2aGV7k0c4H4RZlcSs9WpU4fT6499m1qtFrGxsYJBv6VfeJ89e4bx48cz7T7at2+PsLAwoyFht27dUKNGDcTHx+Off/4BUPiHqlmzZiYH/UBheL5ixQrk5uYy4XyPHj04LVEMsbW1Rbdu3TjLUlNTOa18+B8y2CIjI9GlSxc4Ojqid+/e+Oeff6BQKHDo0CEMGTIE+/fvB8CtmjTknXfewbVr15Cfn4+xY8cCKGxD1LBhQ/Ts2RNDhgwxWNUfExPD+TDKfv49PT1Ru3Zt3Lt3DwCYMw3YnJycOL0J2a9FfvhiSn9+3YS6bKdOncKqVatEtzEkODgYn376KdNPmm3RokXIzs5GWloajh8/jn///RdRUVH47LPPIJVKDX4gZnNycsLmzZuhUqnw7Nkz/Pvvv7h48SIuXbqE9957D3v27EGtWrX0+lQrFArRy7ozJ9jbGFqfvQ2bNUMzoPC11bt3b+zevZv5/bGzs8Pbb7/N/E4XhaOjIyZOnIgFCxbg3LlznLN+2LRaLSZMmMAJsYTo7gv/AIjY+yF5Zd++fdi8eTPu37+P/Px83L171+Rtdf1C2a/JoKAgk1qskVfmzZuH9u3b4/jx43j06BFiYmIQHx+P+Ph47N+/Hz///LPBM/8s4eDggL59+2Lr1q3Iz8/H4cOHOb+H/HZy1h4ju20C/0A3//dYh3+Ar7iUxGR3b731Fn744QfmPapWrVp47bXXSm0/hBBS2Xz11VdMC7SrV6/ixo0bTFsQoLBH/P79+9G3b18AwJw5c7Br1y6D+xT7bG3Nz+n83KBly5ZM0K+bYFgMu+VPamqq6Hf6pKQkpKenm1Uwo6v2LigoQEREBP766y8kJCTg448/xvbt2806i9oQoUKy/v37Y8OGDcjNzcWiRYuwaNEiODk5oV69eujcuTNCQ0OLrfjHFEJj/ueffwTngGMz9F1Nh/2c7tq1S/Q1qjuAxF6/WbNmnJDfXOzMwN7engn5AaBevXpwdXVlirCePHmiF/TXqlVL8HXRp08fLFq0CGlpaYiIiEBaWhpu377NfNbp3r073NzcLB43IcRyFPQbceLECRQUFKB///6QyWSi67G/DLNDcrEvwtZmyRfehw8fYvz48cxp5L1798b3339vUq8/mUyGESNG4IcffmCWvffee2aPwcXFBQMGDMCWLVuYZeZUuXl5eZndc5iNXb0wdOhQ5qDF7t274e/vz7QP6tKli0kHHwYOHIgaNWpgz549uHfvHqKjo5GSkoLTp0/j9OnTePz4MebMmSO6fVEDEv6HI/ZBBfa+k5KScOPGDdSqVctg2yf2hLo6ujY2xugOEkgkEtjZ2aFGjRoGz0Zht/Pp2bMnCgoKmD7Uf//9t8lBv0wm44y5X79+eOONN5CQkICCggLs2LEDH330Edzc3ODm5sZ8ONNVyOroTn8EwJwRwu6/aGh9d3d3wd/94gjNQkNDsXv3buZyv379rHrWz4gRI/Dnn38iMTFR9Cyba9euMSG/TCbDlClT0KJFC9jY2OCXX37BmTNnALy6LwEBAXBycmJ+/86ePYs+ffpYbcwVkaurK959913k5+fjq6++Mnt7mUyGa9euFcPIKg/dAUfde5FGo8Gff/7JnKm3b98+vRD95s2bzPw1AJgWcUDh+4Epv6tDhw5l+sOGh4czLc7c3d05PectHWNJscZjUdLs7e0xdOhQppf/u+++a9FnDmvthxBCKqM6dergww8/BFA4B9fZs2cxY8YM5jP8jRs30LdvXzx//pwToI4ePRpdu3aFnZ0dwsPDmYnQxT5bl+WD22JycnLMCsfZ1d6dOnXCuXPnEBUVBbVajf379wsGumq1mvmZPy+eGH6LU6Cwenznzp34999/ce3aNURFRSEpKQnXr1/H9evXcezYMYSHhxvMXIqT7uwCNnZP/S5duuDdd9+Fq6srbt++zRQTWvM1oPtuxN6nNT8vWLIvoecSKCy4HDp0KP744w8olUrs2bOHU2hmSpEkIaR4UNBvhK69iaGqZ2t68uQJpz0P+4uwRCIxaaIXU5w/fx5TpkxhKiI++OADzJo1y6w3/7fffhsrV65Efn4+qlSpYnFQ99577zFBf4MGDcw6aCE0Xk9PT3h4eCAtLQ1A4WRIQj3As7OzORM4tWjRAoGBgYiMjMSlS5c4k/QZm4RXR6vVok2bNpwe8Tdv3sTbb78NoDBkMRT0BwQEQCqVMlX9V69eZV57aWlpiIqKYtYVa+diioiICGg0mmJ9XQsdJODTaDRQqVSCB5fYz60plRL5+fmws7PTe01IJBLRfbVr1445s+Hy5cvMB5LY2FgkJiZy1gPAmaMhISEBCQkJTNuMy5cv661fEpo2bcr0SASs3w7C1tYWH374Ib744gvRoJj9WDVo0ACTJ08GUPjFQHfqMZtu0m5deLlz504MHjyYc2aUzsOHD1G/fn1r3JVyTddyRWyi523btmHDhg1ITEyEv78/Pv3002KZ+6Ay69GjB15//XU0btwYVatWhVqtZvrnA0BBQYHeNs+fP8dHH32Et99+G/Hx8Vi5ciVzXa9evUxqsdW0aVPUr18fDx8+xJUrV5jlAwYM0HvvtGSMJcUaj0VpGDVqFOzt7QEUnoVY2vshhJDK4vz582jYsCGnKlgmk6FLly5o2rQp0wpG972J/XnU3d2d852L/TenJFy9epXTD5/9nV5sbjSdunXrMj/7+vri8OHDgmeE87/LWoIdKLPPsGU/5rqiQABMWxZjhL6ja7Va1KpVC5988gmzLCkpCcOHD0d8fDzu3LmD6Oho5v5LJBJmfCVxQEVozOzvMbNmzWK+kxg7i5mvbt26ePz4MQBg4sSJnMdAR6VSMW2B2BPYXr9+nemTb8rY+a2q2JlBXl4e7t69i0aNGgEoPHOA3VJVKF8wlA+NGDECa9asgUajQXh4OFP4VrVqVabFDyGk5FWaoD8uLo5T+caemE3X1gAonLRN9wdMoVDgxIkTcHZ2Fmw1Uhzy8/MxZcoUvP/++8jKysLSpUuZ69q3b2+VirfDhw/j448/hlKpBFBYAdy9e3dOgGBnZ8dpASPE3d0d8+bNQ0xMDBo2bGjSmQBCAgMD8dVXXyE1NdUqAalEIsHgwYOxZs0aAMBnn32G8ePHo379+sjNzUVCQgIuXLiAU6dOMeGozpAhQ7B48WJotVrmw6Onp6deeyAx06dPh0wmQ9u2bVGtWjU4ODgw1cyA8ZDFzc0N3bt3Zw4wzZ07F1lZWXBzc8Off/7J9Jj39PRk+kRaorj785sqOzsbPXr0QO/evdGkSRP4+voiNzcXJ0+e5MyPwD+FUMjp06exaNEi9O3bF4GBgfDy8kJycjL++ecfZlJdAJxJWENDQ5mgf8eOHahZsyYCAwM5rYk6duzIfKgLCgpCu3btcOHCBWi1WkyfPh0TJ05EZGQkUyUkkUgEJ7oqTp9//jnOnj0LV1dXwYmOi2rQoEFYvXq16Nwi7AOQDx8+xObNm+Hn54dt27ZxDk6xTZs2DSdPnkRiYiKUSiXef/99jBgxAh06dICtrS3i4uJw7NgxXLlyRTTcJoW2bt2K1atXIywsDPXr18epU6cwdepU7Ny5E7Vq1QJQeNCla9euUKlUaNy4sdmTXBPgxYsX2LRpk+j1AwcO1FsWGBiIkydPIiIigrO8WrVqzKSCphgyZIheGzqhA9CWjLGkWOuxKGnVqlXD1KlTy8x+CCGksvjnn38QERGBrl27ol27dqhZsyYkEgmuXLmCc+fOMevp2uqwP4+mp6fj119/RXBwMA4dOsRZvyQcOnQIS5cuRZs2bXD+/HlmHi0AgvMDsHXq1AnVq1dHYmIiEhISMHbsWAwbNgyenp5ISkpCTEwMjhw5goYNGxpsUSvk4cOHkMlkTOse9mf7wMBA5md2j/x169bByckJ2dnZWLt2rVm3x7Z27VqcPHkSr7/+Onx9feHm5oaYmBimOA/gtkJ1d3dnrtuyZQu6desGiUSCpk2bWpw7mMvf358J6H/99VcMHToUd+7cMbuN7dChQ5nvnGvWrIFarUbbtm0hkUiQmJiI27dv4/Dhw1ixYgXatWuH3r17Y+nSpcjJyUFubi5CQ0Mxbtw4pnXy9u3b8fvvvzNnmri7uyMuLg5AYQGVVCqFTCZDgwYN0KBBAzRu3Jjp0//JJ59g2rRpkEql+Pnnn5kx1q9fH8HBwWbdrxo1aqBr1644duwYp5p/4MCBpXZmBiGkEgX9ljh79ixycnLQr1+/EvtjUqNGDTx69Ig5PVHH2dnZaH84Ux05coQJ+QFg7969TIsU9jhMOWJvajsVY6w9gd60adNw69YtXLx4EcnJySZ/CBo4cCCWLVvGeXwGDhyoN9GqmJycHJw+fZrp7S+0f2O+/vprPHr0CNHR0UhKSsLs2bM51zs4OOCHH34Q7AFviszMTFy8eBHVqlUzKUAvbhkZGfj7779F+4XXqlXL5BAoNjbW4Aevbt26cSaabtu2LSZNmoRVq1ZBo9Fg+fLlnPV9fX0xf/58zrLvvvsO7733Hp49e4abN2/q/a5++OGHJdI7mq1Vq1YG5xApKrlcjqlTp2LGjBmC1wcHB6NFixa4du0alEolvv32WwCFPf6bNGmCW7du6W3j5eWFP//8E9OmTcPDhw+Rn5+PP//8E3/++SdnPfZp1ETYxo0b8eGHHzLBve4L8b59+zB58mTUqVMHu3btQmBgIHJzc/HHH39g9OjR2L17d5F6flY2M2bMwIULF/DgwQOkpaWhoKAAbm5uaNy4MUJDQwUPvjZp0gQLFizAsmXLcPPmTchkMnTu3BkzZ86El5eXybfdv39//PDDD8zfJl2VvzXGWFKs9VgQQgipPPLy8nDw4EEcPHhQ8Po2bdrgzTffBFB4NnHfvn2xb98+AGBaTuraerLPvi1uDRo0wO+//47ff/+ds7xTp06c7yJC7OzssHz5ckyYMAGZmZk4f/684DxZlhRs8L/X6NSuXZtzttnw4cOxbt06KJVKZGdnY/HixQDAnGFoCbVaLXpfAKBRo0aclrKdOnViMoo1a9YwRXwnTpwweT6/oho1ahS+/vprAMD+/fuZ7/ht27Y1q6q/a9euGDduHFavXg2VSoXVq1dzugfweXp6YsmSJfjkk0+Qn5+PmJgYfPnll6Lrd+rUCbdv3wZQGPTrCtA2b96M1q1b4/vvv8eoUaOQkpKCqKgove/W7u7uWLJkiUVnV44cOZKZf0Jn0KBBZu+HEGI9FPQboDvqWpJVzzVq1MDcuXOxZMkSXLx4ERqNBq1atcLMmTM5p3ARw+zt7bFu3Tr8+++/TL+47OxsuLu7o1q1amjTpg1CQkL0ttNV7+uee8D0tj1A4elrVapUwa1bt5CSkoLs7Gw4Ojqibt266Nu3r0nzGHh7e+Pff//FunXrmEoLlUqFqlWrokOHDhg3bhxq165t8pj4jh49CqVSiTfeeKPUewTb29tj8uTJuHr1KqKjo5Geng61Wg1XV1fUrVsXISEhGDZsGJycnIzuq0GDBggNDcX169eRmJiIjIwMSCQSeHl5oWHDhujXrx/efPNNvQ8wH3/8MZo0aYKNGzfi7t27yMvLQ/Xq1RESEoKJEydyJscGCis7tm/fjt9++w3Hjh1DYmIiHBwc0KhRI4waNUqvZ3ZF0bdvX/z++++cs6F0pFIpfvnlFyxZsgQnT55Ebm4umjRpgpkzZ2Lz5s2CQT9Q+KVi+/bt2LdvHw4ePIg7d+4gLS0N9vb2qFatGlq0aIF+/foV910r9+Li4jB37lzOlze1Ws2E+N7e3kx/TVdXV8yYMQOHDh3CyZMnmbZixLgxY8ZgzJgxZm/XrFkzrF+/vki37enpyXyBM8TSMbJNnTpVsPLcz89P8PcfKDzYZIqiPBaDBw822u9VbHzW2r8pt2Wt/RBCSGU3depUNG3aFBcuXEBUVBRSUlKQlZUFJycn1K1bF7169cLIkSM5lcPz58+Hl5cXDh06hPT0dAQFBWHatGm4du1aiQb9oaGhkEqlWLt2LaKiouDu7o5+/fph+vTpJoWpLVq0wJ49e7Bu3TqcPn0acXFx0Gq18PLyYiZ0L0pGIZFI4OjoiFq1auH111/H+++/z/m+5e/vj59//hnLly9HZGQk3N3d0atXL0yfPp3TotYcXbp0wfPnz3Ht2jU8e/YMGRkZkMvl8PPzQ9euXTFx4kTOY/O///0PGo0GZ8+eRUZGRqnMh/DOO+9Aq9Viw4YNiI+PR/Xq1fHuu+8iKCjI7PY9M2fORMeOHbFlyxZcv34d6enpcHR0hLe3N4KDgxESEoLmzZsz63fv3h07d+7EunXrcP78eSQmJkIqlTJZhq4dIAD83//9H9LT0xEREYHU1FS9xyowMBC7d+/GmjVrcPz4ceZs9+rVq+O1117DuHHjLC7+6dy5MwICApizQ1q0aFGkFsOEkKKTaEt7BhkRiYmJWLhwIc6cOQOtVouOHTtizpw5TD9sU/32229YtmwZWrZsyZnw1Ri1Wo1OnTohLy8P586ds7h62hTbt29nqrbbtm1r8hdmQizx4YcfIiIiAuvXr+f0nCeElH0XLlzA+++/j7t37zLL+vTpg6lTpxo9FZytV69eGDduHAX9xSAsLIzpBTxo0CAsWrSolEdUeuixIIQQUlmEhoYy4e/ChQtpMtJK6OjRo/i///s/AIVnX4aHh5fyiErG4sWLmbZO3377LYYPH17KIyKkciuTFf15eXkYPXo0bG1tmdPEVqxYgVGjRmH37t0mh+66Nh5VqlQxewzp6ekYOXIkqlevXqwhPyElrXnz5mjYsKHF1RiEkJKnVquhUqmY1i26+T5sbW0xZswYrFy5EgEBAWjQoAEKCgpw+/ZteHh4oG7dujh37hx8fX3h7++PvLw8rF27FikpKTRZLyGEEEIIIUWkUqmQlpbGtMwBuHMeVERqtRr5+fmIi4tjWms5OTmhb9++pTwyQkiZDPq3bduG2NhYHDx4kJlIMCgoCL169cLWrVvx/vvvm7Sfb775Bm+99RaioqKYGcxNVaVKFZo0jVRI48ePL+0hEELMtGvXLs58Hbr5NY4cOYJhw4bBxsYGs2fPRlxcHORyORo3boxZs2YBKGwNMmfOHKSlpTFtptauXYvq1auXyn0hhBBCCCGkoti9ezfnc7pMJjM5syqvLl++jFGjRnGWTZo0Cc7OzqU0IkKITpkM+o8ePYpmzZoxIT9Q2CeuZcuWOHLkiElvmnv27MGdO3ewdOlSCuwJIYSUa8b6fg8aNEh04itr9G0nphPrcV8Z0WNBCCGEkMrCxsYG9evXx/Tp01G/fv3SHk6JkMlkqF69OoYPH04FhYSUEWWyR3+nTp3QvXt3fPvtt5zl33zzDQ4ePCg6U7tORkYGevfujRkzZmDIkCEIDQ2FSqUyq0c/IYQQQgghhBBCCCGEEFIelMmK/oyMDLi6uuotd3NzQ2ZmptHtv//+ewQEBBRpAhyNRoOcnBzY2NhAIpFYvB9CCCHGabVaKJVKODk5QSqVlvZwygz6W0QIISWD/g4JUygUSExMhKOjI2QyWWkPhxBCCCFElFqtRm5uLqpXrw5bW9vSHk6pKJNBPwCLA43Lly9j165d2L59e5FCkZycHDx8+NDi7QkhhJivfv36cHFxKe1hlBn0t4gQQkoW/R3iSkxMRHJycmkPgxBCCCHELOx28JVJmQz6XV1dkZGRobdcrNKf7auvvsKQIUPg4+PDVP+rVCpoNBpkZmbC3t7epKM6NjY2AAo/7FfWo0Bibt++jeDg4NIeRplDj4s+ekyE0eOiT6FQ4OHDh8x7LylEf4sIIaRk0N8hYY6OjgAALy8vOgBShkRFRaF27dqlPQzCQs9J2ULPR9lDz0nZUxGfk6ysLCQnJzOfXyqjMhn0BwYG4tGjR3rLHz9+jMDAQIPbPn78GI8fP8bff/+td12bNm0we/ZskyYl1J0NYGtrCzs7O9MGXonQYyKMHhd99JgIo8dFGLWn4aK/RYQQUrLo7xCXrl2Pi4sLPD09S3k0RCcqKoqejzKGnpOyhZ6Psoeek7Knoj4nycnJlbrdYJkM+kNCQvD9998jNjYW/v7+AIC4uDhcvXoVM2bMMLjthg0b9JYtWLAAGo0GX3zxRaU9dYMQQkjlcvxKLDYcuIfktDx4eThgVO+GeL2Vf2kPixBCCCGEEEIIIcWgTAb9w4YNw+bNmzF58mRMnz4dEokEK1asgI+PD4YPH86sFx8fjzfeeAOTJ0/GlClTAADt2rXT25+rqytUKpXgdYQQQkhFc/xKLFaG30CBUg0ASErLw8rwGwBAYT8hhBBCCCGEEFIBSUt7AEIcHR2xfv16BAQEYNasWfj000/h5+eH9evXw8nJiVlPq9VCrVZDq9WW4mgJIYSQsmXDgXtMyK9ToFRjw4F7pTQiQgghhBBCCCGEFKcyWdEPAL6+vggLCzO4jp+fHx48eGB0Xxs3brTWsAghhJAyLzktz6zlhBBCCCGEEEIIKd/KZEU/IYQQQizn5eFg1nJCCDFHSEgIQkNDLd4+NDQUISEhVhwRIYQQQgghhIJ+QgghpIIZ1bsh7GxknGV2NjKM6t2wlEZEStJvv/2GadOmoXv37ggKCqJA1Uri4uIQFhaGe/eoBRYhhBBCCCGk7CmzrXsIIYQQYhndhLsbDtxDcloevDwcMKp3Q5qIt5JYtmwZ3N3d0ahRI2RlZZX2cCqM+Ph4rFy5EjVq1EDDhnTQjBBCCCGEEFK2UNBPCCGEVECvt/KnYL+SioiIgL9/4XPfr18/5ObmlvKIDFMqldBoNLCzsyvtoZSq7OxsODs7l/YwCCGEEEIIIeUUte4hhBBCCKlAdCG/peLi4hAUFISwsDDs3bsXb731Fpo0aYLXX38dYWFhUKlUnPUfP36Mb775Bn379kWLFi3QrFkzDB48GNu2bdPbd1hYGIKCgvDo0SMsXLgQr732Gpo2bYrr168DAPbv349Jkybh9ddfR3BwMNq1a4fJkyfj/v37evvS9Ym/f/8+xowZgxYtWqBDhw5YvHgxVCoVCgoKsHjxYnTp0gVNmjTByJEj8fjxY739KBQKrFq1Cn379kWTJk3QunVrTJo0CXfv3mXW2b59O0aNGgUAmD17NoKCghAUFMTpU6/VavHXX39h8ODBaNasGVq0aIHQ0FCcP39e9PHdv38/Bg8ejKZNm2L+/PkGnxdr3d/U1FTMnTsXXbt2RXBwMLp27Yq5c+ciLS1Nb93ExERMnz4drVq1QsuWLTFp0iQ8ffpUdIxnz57FBx98gNatW6NJkyZ46623sGXLFoP3S+fRo0eYNm0aunTpguDgYHTq1AmhoaE4fvy4SdsTQgghhBBS2VFFPyGEEEII0XPs2DGsX78eI0eOhJeXF44ePYqVK1ciISEBCxcuZNa7ePEiLl++jNdffx1+fn7Iy8vDwYMH8eWXXyItLQ0TJ07U2/enn34Ke3t7fPDBBwAAb29vAMCmTZvg5uaGYcOGwdvbG0+fPsW2bdswYsQI7NixAwEBAZz9PHv2DO+//z769OmDXr164cyZM1i7di2kUikiIyORn5+PCRMmIC0tDWvXrsXkyZNx4MABSKWFtS5KpRJjx47FtWvXMGDAAIwcORLZ2dnMbW7atAlNmjRBmzZtMGnSJKxatQrDhw9Hq1atAABeXl7MWGbOnIl9+/ahV69eGDx4MBQKBfbs2YMPPvgAYWFh6N69O2fsERER2LhxI0aMGIF33nnHpGr+ot7frKwsjBgxAjExMRgyZAgaNWqEe/fuYcuWLTh//jzCw8OZcWRmZmLkyJF49uwZ3nnnHdStWxeXLl3CqFGjkJ+frze2rVu34uuvv0bz5s0xadIkODg44OzZs/jmm2/w9OlTfPbZZ6L3Ky0tDaNHjwYAvPPOO/D19UVaWhpu376NGzdu4PXXXzf62BBCCCGEEFLZUdBPCCGEEEL03Lt3D//88w8aN24MAHjvvfcwZcoUbN++HcOHD0fz5s0BAAMGDMCIESM4244ZMwajR4/G77//jg8++AA2Njac611dXfHnn39CLud+FF29ejUcHR05ywYOHIgBAwZg3bp1+OabbzjXPX36FD/++CN69+4NABgxYgQGDx6MNWvWoFu3bli3bh0kEgkAwN3dHd999x3OnDmDLl26AAA2b96MixcvYvXq1cwyAHj33XfRr18/fP/999i4cSP8/f3RsWNHrFq1Cs2bN8eAAQM44zh8+DD27NmDb7/9FsOHD2eWjxo1CsOGDcN3332HkJAQZiwAEBkZid27d6Nu3briTwJPUe/v6tWrER0dja+++gojR45k9tuwYUN8++23WL16NT766CNm3fj4eCxYsABDhgwBAIwcORLfffcdNmzYwBnXixcvMH/+fPTt2xdLly5llo8cORLz58/HunXrMGLECNSsWVPwfl29ehUpKSlYvnw5+vTpY/LjQQghhBBCCHmFgn5CitHogRuLbd/rd4YaX4kQQgixUMeOHZmQHwAkEgnGjRuHiIgIHD58mAn62cF8QUEBcnNzodVq0alTJ1y8eBFPnjxBUFAQZ9+jR4/WC/nZ+9JqtcjJyYFCoYCHhwdq166Nmzdv6q1frVo1JvTWadmyJe7cuYPQ0FBOsN66dWsAQExMDBN87969G3Xq1EHjxo2Rmpqqd/937tyJ/Px82NvbG3ysdu/eDScnJ/To0UNvPyEhIQgLC0N0dDRq167NLO/atatZIb817u/hw4fh6enJORgBAMOHD0dYWBgiIiKYoD8iIgJeXl4YOHAgZ93x48frBf2HDh2CQqHA0KFDBe//xo0bce7cOdGg38XFBQBw6tQpvPbaazRXASGEEEIIIRagoJ8QK/lp3l0Ad42uZy1iBxHoAAAhhBBrEAqhAwMDAQCxsbHMspycHKxcuRIHDhxAYmKi3jaZmZl6y/gteHTu3r2LFStW4OLFi3qTCPv5+emtL7TMzc1N8DpXV1cAQHp6OrPs8ePHyM/PR4cOHQTHAxS2lalevbro9br95OTkoGPHjqLrpKSkcIJ+scfAkKLe37i4OAQHB+sdZJHL5ahduzZnXoLY2Fg0adIEMpmMs27VqlWZfevo5gIYM2aM6NiTk5NFr2vbti0GDhyI7du3Y8+ePQgODkbHjh3Rp08f5jVHCCGEEEIIMYyCfkKKoDgr9i0lNCYK/wkhhJiLXR1uyIwZM3D8+HEMGzYMbdq0gZubG+RyOU6cOIF169ZBo9HobSNUIZ+QkICRI0fC2dkZ//d//4c6derAwcEBEokECxYs0Av+AeiF0Gy6vvR8Wq2W83P9+vUxe/Zs0f14enqKXsfej6enJ6dtDV+9evU4lx0cHIzul6+o99dcYq8B/j51lxcvXoyqVasKbmNskujFixdj7NixOHHiBK5cuYI///wTq1atwpw5c/Dee+9ZMHpCCCGEEEIqFwr6CTGTpeG+Wi78BdxcMpV+YGIMf8wU/BNCCDEmMjJSdJkutM3MzMTx48cxYMAAfPvtt5x1z549a9btHT58GLm5ufj111/Rvn17znXp6emwtbU1a3+mqFWrFtLS0tC+fXvRoFzH0IGPWrVqITo6Gs2aNYOTk5O1h2k1/v7+iIqKgkql4lT1q1QqREdHc8J4f39/REdHQ61Wcw4wvHjxAllZWZz96s5O8PDwMHhWgzH169dH/fr1MX78eGRmZuLtt9/G0qVLMXLkSJMPPBFCCCGEEFJZWSd5JKSCGz1wI/PPFGq5VO+ftQjt29zbMPf+EEIIqXzOnj2LO3fuMJe1Wi1Wr14NAOjRoweAV1Xk/ArvFy9eIDw83Kzb04XJ/H1t27YNSUlJ5g3eRAMHDkRSUhL+/PNPwevZ7WZ08wdkZGQI7kej0WDZsmVG91OadHMI8J+bbdu2ITU1lXleAaB79+5ITk7Gzp07Oev+8ccfevvt3bs3bG1tERYWhvz8fL3rs7KyoFAoRMeVnp6ud+aHq6sr/Pz8kJeXh4KCAlPuHiGEEEIIIZUaVfQTYoA5wX5ZIDQOY2cAsO8jVfoTQkj5t3PnTiQkJAAAUlNToVQq8csvvwAAfH199SZXFdOgQQOMHj0aI0eOhLe3N44cOYKzZ89iwIABaNGiBQDA2dkZnTp1wu7du2Fvb48mTZogPj4eW7duhZ+fH6c/vDGvvfYaHBwcMGvWLLz33ntwdXXF1atXcfLkSdSsWRNqtdqsx8EUo0aNwtmzZ/H999/j/PnzaN++PZydnZGQkIDz58/D1tYWGzcW/p0MDAyEk5MT/vrrL9jb28PV1RWenp7o0KED3nzzTQwePBibNm3CnTt30K1bN3h4eODZs2e4fv06YmJicOTIEauP31zjxo3DwYMH8e233+Lu3bto2LAh7t27h3/++Qe1a9fGuHHjOOvu3bsXX375Je7cuYPAwEBcvHgR169fh4eHB2e/Pj4++Oabb/DFF1+gT58+6N+/P2rUqIHU1FQ8fPgQERER2Ldvn+AcA0Dha3b9+vXo0aMHatWqBblcjkuXLuH06dPo3bu30cmQCSGEEEIIIRT0EyLIWMBvSbCvkVn3lHOp2rSeu/yxGgr+KfQnhJDy799//8XFixc5y1asWAHg1aSnpggJCUHt2rXx22+/ISoqClWqVMHkyZMxefJkznpLlizB0qVLcfToUezYsQMBAQH4+OOPIZfLDfa+56tZsyb++OMPLFu2DKtWrYJMJkPLli2xceNGzJs3D/Hx8Sbvy1Q2Njb47bff8Ndff2HXrl0ICwsDUDjhbJMmTTBo0CBmXXt7eyxfvhw//vgjFixYAIVCgbZt2zIT+S5cuBDt2rXDtm3b8Ntvv0GpVMLb2xuNGjXCjBkzrD52S7i4uGDLli346aefcPToUWzfvh1VqlTBO++8g6lTp8LZ2ZlZ183NDZs3b8aiRYuwc+dOaLVatGvXDhs2bBCcdHfIkCEICAjA2rVrsXXrVmRlZcHd3R21a9fG9OnT4e3tLTqudu3a4d69ezh+/DiSkpIglUrh5+eHzz77jPrzE0IIIYQQYiKJtigzdFVgBQUFuH37NoKDg2FnZ1fawylTrly5glatWpX2MKzOmuG+tUN9c5h6AAAwrd9/UQL/ivpaKSp6XPTRe64welxIaYiLi0P37t0xZcoUTJ06tbSHQ0iJoPdbYampqYiKikLt2rVNmpialAz6LFn20HNSttDzUfbQc1L2VMTnhD63UEU/IVYJ+Esz2OcTGotY+M++b2Khv+7xoQp/QgghhBBCCCGEEELKJgr6SaVVlIDfkmBfVUx9/OUmVOWzx2ss9KfAnxBCCCGEEEIIIYSQ8oWCflLpGAr4rRXuF1eob+ptGQr/jYX+FPgTQgghhBBCCCGEEFK+UNBPKo3iDPgtCfa1Usvb/Ug0hvvw88cjFvwbCv1NCfwp7CeEkIrHz88PDx48KO1hEEIIIYQQQggxQ8mVHRNSSkYP3Cga8qvlUsGQXyOTMP+EqORSzj8xWqlE9F9RmLtPU8Yqdn/FHiPAePsjQsqiZ8+eYd68eRg+fDiaNWuGoKAgxMXFmb2f3377DUFBQRgxYoTedRqNBr/99htCQkLQpEkT9O/fH4cOHbLG8AkhhBBCCCGEEEL0UNBPKqyiBPxCLAn2S5op4b+x+2Eo8Bdi6HEmpCyKiYnBgQMH4OrqitatW1u0j9jYWKxatQpVqlQRvH7FihUICwvDyJEj8ccff6B58+aYPn06Tpw4UZShE0IIIYQQQgghhAii1j2kwjG3RY+x1jzGgn1zWDKJrynEJtgFuGPkt/zR3Teh1j66sbL3baidD7XyIeVFmzZtcPbsWQBAeHg4Tp8+bfY+vvnmG7z11luIioqCSqXiXJeSkoI1a9ZgwoQJGDt2LACgffv2iImJwQ8//ICuXbsW/U4QQgghhBBCCCGEsFBFP6kwxCrLddX7/JDf0up9Uyr22a1/jLUBsgZTb8tYlb/YvvmolQ8pz6TSov3p27NnD+7cuYNPPvlE8PpTp05BqVSif//+nOX9+/fHw4cPERsbW6TbJ4QQQgghhBBCCOGjoJ9UCIYCfj6xILwo4b4pIbtKLiu2f8bGJHZ/xB4DoX3xUdhPKqOMjAwsXLgQM2fOhLu7u+A6kZGRsLW1Ra1atTjL69WrBwB4/PhxcQ+TEEIIIYQQQgghlQy17iHlmljAL8RQ9b4QY215DFXoi4XvxYV/e3KVmnNZqA0P8Oo+CrX04bfz0cgketur5VJq40Mqle+//x4BAQEYPHiw6DoZGRlwdXWFRMJ9j3BzcwMApKenm327t2/fNnsbQgghhBBCCCGEVB4U9JNyqbgCfkvDfXOCfWtP0ssP6QHueNihP3v87NBeKPAX6t8v1rdfKOwnpKK5fPkydu3ahe3bt+uF+GxarVbweq1WfC4NY4KDg2FnZ2fx9oQQQgwrKCigg6qEEEIIIaRco6CflCtibWFMnWTXkup9S8N9cwJ9U/v3C026y78d/ep88dBfqMLfkup+obB/9MCNmPZlI0N3h5By5auvvsKQIUPg4+ODzMxMAIBKpYJGo0FmZibs7e1ha2sLNzc3ZGRk6AX+um3EWv4QQgghhBBCCCGEWIqCflJumFLFb63qfUvCfUv2Zy6x/QhV5wPCob9Qhb8p1f2WhP0/zbuL9TtbGb5ThJQTjx8/xuPHj/H333/rXdemTRvMnj0bY8aMQb169aBQKPD06VNOn/7IyEgAQN26dUtszIQQQgghhBBCCKkcKOgnZV5JBfzCZwCYH+ybGuprLGzhIxVo1WNeS57C+2Rudb9Q2M9HbXxIRbZhwwa9ZQsWLIBGo8EXX3zBhPpdunSBjY0N9uzZgylTpjDr7t69G/Xr14e/v3+JjZkQQgghhBBCCCGVAwX9pMwytQ+/qS16hIJ5cyv3zdkHc72Ve/IL7Y8d/guF/qYE/mLV/YbCfqEDBHw0MS8piw4ePAjg1SS3J0+ehKenJzw9PdG2bVvEx8fjjTfewOTJk5mwvl27dnr7cXV1hUql4lxXpUoVjBkzBr/99hucnJzQqFEj7N+/H+fPn8cvv/xSAveOEEIIIYQQQgghlQ0F/aRM4of8lgb81qjeNyfcNyfUt3RSXqHJd9m3KxT6Gwv8DVX3mxv2i/Xrp7CflCXTp0/nXJ47dy4AoG3btti4cSO0Wi3UarXFE+h+/PHHcHR0xIYNG5CUlITatWvjxx9/REhISJHHTgghhBBCCCGEEMJHQT8pUyxt02NKwF8c4b6xYN/SMN+cffKDf6HQXyjwL+mwn5Cy5MGDBwav9/PzM7oOAGzcKDxBuEwmw+TJkzF58mSLxkcIIYQQQgghhBBiDv0yaUJKiVAVPzvk18gkemG7Si7lhPxaqUQvCOdvp5LLmH9sum112+u242+vkUqYf3zsfQiF/CobaZH/GbpNPv4Y2feDvw3/8eA/1kU9aCF0EIcQQgghhBBCCCGEEFJ0VNFPygRjrXqEAn42oXCfT6h635TtDFXti4XfQoG8tfD3LVe+qpwXas2jG78p1f3GKvs546CqfkIIIYQQQgghhBBCygQK+kmpKu6A39rhflGD/aJMzCsV6M3Pv21d6G9q4G9u2F/UFj7Uq58QQgghhBBCCCGEEOuj1j2k1JgT8htr0SPWnoe/vlBbHmYfIi15hFrjGGunw96XoVY/5jBlX/zxCLYy4j1u7HWZ/YjMXcBfzxLUwocQQgghhBBCCCGEEOuiin5SKgyF/Iaq+M2t4OcfDOAT67PPZ6hiv6Qm5DVl0l0dlY1Ur6UPv7rfnMp+Q5PzUgsfQgghhBBCCCGEEEJKF1X0kxLHDvmFJtzVEariZ69nSgW/0LpCVfHGqvbZxCrr+RPxik2QK7QPU6r1De1XaDuh6n7+NszPAgdBAO6BE7F1Ctcz762EqvoJIYQQQgghhBBCCLEequgnJYof8uuYWsVvqILf0HpFrdw3dXtD65tDaHt+1b5YH35D1f2mVPbz1xFjaD2q6ieEEEIIIYQQQgghpORQRT8pMaaE/Maq+F+t96qC35Tqffb+2OuL9doXqrAXq6g3VpFvrHrf1Kp+Y2cSiN1n3f0Uekx16/OJ9es3p6rf0LoAVfUTQgghhBBCCCGEEGItVNFPSoSpIb+OoYDf2DpCk+mymVq1L1Sxb6hSv6hV/Mb2x6/U51fvG6rWBwxX9jPbmNmv39Tqf4Cq+gkhhBBCTKFWq/HDDz9gx44dKCgoQOfOnTF37lx4enrqrbtq1Sr89ttvnGW5ubkIDQ3FF198AQAICgqCvb09pNJXn4FPnjwJFxeX4r0jhBBCCCGkRFFFPyl21gj5TangN1TpbknVvtg6Qsv5/e6t8Y/P0NkCQvdZdz2bWGW/Kf36xXCr/w1X9at511NVPyGEEEII1++//46jR48iPDwcJ0+eBADMmjVLcN1Jkybh2rVrzL8dO3ZAIpGgf//+nPXWrFnDWY9CfkIIIYSQioeCflKszAn5xQJ8oSp+sYBfrDUPc7smtOMxJdhnj8FQQC82Qa9JE/aK7FMs8Offrth15oT91mjhYwyF/YQQQgghr2zbtg3jxo2Dv78/XFxcMHPmTJw6dQpxcXFGt926dSsaNmyIpk2blsBICSGEEEJIWUKte0ixMTfk518vFvAz6/Eq2Zl98lrzGGvJI9YPn3NZJNg2NCGvOYT2w2nDw7p9Xdsc3RiZyXR5l9ltdQy18WETmsxXrIWP2Dp6+zRhYt7RAzdi/c5Qwe0JIYQQQiqLrKwsJCQkIDg4mFlWs2ZNODs748GDB/Dz8xPdVqFQYPv27fjkk0/0rvvoo4+gVCpRs2ZNjB8/Hj179tRbJzMzE5mZmZxlOTk5Rbg3hBBCCCGkJFHQT4qFsZDflFY9/OvZFfxC2xoK+I2F+6YE+8ZC/aL06OeH6/zb44f+7OCcH86zLxsK+9m3Y6xfvxD+9dwDAlLIWWE+hf2EEEIIIcZlZ2cDAJydnTnLXV1dmevEHDx4EEqlEv369eMsX7duHVq2bAkAOHLkCD799FOsXLkSr732Gme99evXY+XKlZxl9evXxzfffIOoqChERUVZdJ9I8bhy5UppD4Hw0HNSttDzUfbQc1L20HNS8VDQT6zOWiG/oSp+SwJ+Q+G+OcG+KYG+oXWEwnZjE+/qTbT7crzs6n5zw36xyXnZ6+gCelMm5uWjsJ8QQgghxDxOTk4AoBfqZ2Zm6oX/fFu3bsVbb73F7EOnQ4cOzM99+vTB2bNnsWfPHr2gf/To0Rg0aBBnWU5ODrKzs1G7dm3ByYBJ6bhy5QpatWpV2sMgLPSclC30fJQ99JyUPRXxOUlNTa30hQnUo59YlSUhv64PPX/CXfZ2/L76ALf/Prt/Prv3vdCkucw/Xg98Y/36zflniCnrCy0X6ucv1sqIf1nsoIUp/fqFrhfr129uKyP+5LwA9ewnhBBCSOXl6uoKX19f3Llzh1kWGxuL7OxsBAUFiW4XGRmJy5cvY8SIEUZvQyqVQqvVL9RwdXWFn58f55+3t7dld4QQQgghhJQ4CvpJsTAn5C+87lXAr2WH8LyAXyuVCAb87Ov5y8Um0LU02OfTyiRm/RMitn+xwJ+zjoGwX+y22PhnROitb2DiXSHcAwK8sy0E9kVhPyGEEELIK8OGDcMff/zBBPxLlixB586dDfbn//vvv9G8eXM0aNCAs/zhw4e4efMmFAoFlEolIiIisGvXLvTu3bu47wYhhBBCCClhFPQTq9GFs0UJ+dnLhQJ8QwG/KZX75gb7zJjNDO4NMba90O3rjYdX3S8W9pvaxsjYOuyzHnTEqvr5KOwnhBBCCDHdhAkTEBISgqFDh6JLly7QaDRYsmQJAGD37t1o0aIFZ/38/Hzs3r0b77zzjt6+UlNTMXv2bLRt2xYdO3bEL7/8ggULFqB79+4lcl8IIYQQQkjJoR79xCqEQllDfe/NCfkBbtU5/zqhYNtQOxmxIJxZ34Lwvih0tycR6HVvqPc+wOutz+qBz+mzLy35fv38OQWM9esHxHv2A6C+/YQQQgipNGQyGT777DN89tlnetf1798f/fv35yyzt7fHxYsXBffVvn177Nu3r1jGSQghhBBCyhaq6CdFJtSXnx206yq6ixry83vwC7XnEeq5z7leoGLfnAr7ov4zxNDtG7rMua4Ilf3F3a/f0sp+gKr7CSGEEEIIIYQQQggxhCr6idUIhbTmhPyWVPHzK/hFW8/w2vCIEQ3RTeh9L7xDbtW6bv9SjX71vo5Qhb+hyn5+9Tz/9oxV9rMZq+wXq9ovSmU/AE51v+51RNX9hBBCCCGEEEIIIYSYhir6SZGY0pe/KCG/WBU/v4LfWPW+WMW+XsW9wD+pHJBKtWb9Y/D3J3C7YoTGKnZZrF+/KYoyOa81Kvv56+tQdT8hhBBCCCGEEEIIIaahin5iMUN9+a0V8nPWZQf5Bir4jVXvc4Jt1s+FAT23yl0qE6+8F6NRS7hhPwCNRsK9PQN999m0MonByn7OulLr9OsHXlX2G+vXz2dpZb/YPqm6nxBCCCGEEEIIIYQQ46iinxSZUF9+QKiS27KQX6iKn7MfE6r3har29Sr1Zfr/LCG0vWilP2t8YgxV9vO3E6vsN7dfP/DquRBthyQwFwJguLKfu55UsG+/udX9VOFPdBQKBZo1a1bawyCEEEIIIYQQQggpcVTRTywi1LJHRyi8NTfkN6WKn1/Bb7DVja43/suqfVNCfH5VvhimWl9oHy9vR6Nm3z6vwl+kqp7NUGU/f7vSquw3pWc/f73CdYWr+wHTevcDVOFPXikoKCjtIRBCCCGEEEIIIYSUOKroJ2b7ad5dvWXGWvbwl5ka8gtV8YtV8DNjEancl9toBCv1jfbZN8KU7YQq/F9dMK2yn6+0K/v5EyHz1xGr7NetZ6y6X2g7oDDwp/79RIxEYuHE2YQQQgghhBBCCCHlGFX0E4vxW/YY68uvWyYU8vNb9QDgBMn88B8wUMHPqt4XqtwXDePNCPc5t8ur6GfvR+86VoW/VKo1q7KfX9WvN44SquwHoLeeqZX9AKxS3Q9Q/35CCCGEEFLytFotFRaQCote3/roMSGElCcU9BOz8Fv2iPXlF5p8V6jy21DIz6/i1y0HoFfBD6Cwel+kNY9QiM9eZumku/z9CIX+Blv7FDHs569nadgPAFKNlhPks5cDr8J+vf2ywn6gMJDnh/0ADLby0d1m4frSl+ubHviLtfOhsL/i2bNnj+h1KpWqBEdCCCGEVB77biQgH6mlPYxSla/JwHPVHaiQi5qu/hjVogec7e1Ke1iEWEVkSgzCr91GSqYa7raeqOZYDSjH4XZiQg6uZkYWaR9qrQLPlLeQq0mFg8wVLb3boWfjADjYUoxmKa1Wi+vP72D/zSfIyJbC26Ea3O09SntYlZbu9yRfk4nnqttQIRf+rn4Ibd4drg4OpT08YiF6hyImM9QWRajtilDIz27NY0nIb07Azw/3ixrs87H3wQ79TQn7pTKtwW2A4gv7gcKwnB/km1Ldbyzs192GLuwHUKTqfsC0wJ+q+yuP5cuXG7y+evXqJTQSQgghhFQWWq0W8corUGkL5wJ6kv4EW66fwvj2PUp5ZIQUXa4yF5suXUJqZuH39xeqJNjJ7OFu7166Aytlz1V3ka15AQDIUafi0otzsJM54s2mvqU8svLrWe4z7Lh2H+lZMgBqxGXHwUHuADu5fWkPrdLSajVIVF6HQpsDAIhKj8JfN05gUvs3S3lkxFIU9BOzmdKyx5SQX0co5DfWqofpwQ/9Fj2cQP/lz2LBvtXa9fBa8vDXMRb2v1r4qqrfEKGwHxAO7QH9qvmitPLRPXdCk/TqxmCt6v7CbcQDf6rur3yOHj1a2kMghBBCSCWj1OYyIb9OfFZiKY2GEOtKynuBzBxu4V6OMrvSB/15Gu5ZTPmadCSmZ5XSaCqGuKxYZOeysiAtkKfKo6C/FKmhYkJ+nZiMKCg1SthIbUppVKQoaDJeYhJzW/awlwHcCV75E++aE/KzJ9plT7ALgDMZLjM5LmsSXP6kuXK5RnQiXkP/+PtiM/WMAv76lkzOy5+jgL8++/FjtuFN0qvhP668n9mT5vL3x56kV+y5Zp+ZYWiiXmOT9RZuoz9hr9C2YpP10kS9FYNKpUJiovAX68TERGrfQwghhBCr00L/c7yTPX2VJhWDSqOCsyO3WEroNV/ZCD0GXq62pTCSiiNbka33WpNK6L20NMlgA5mEG+g72EkQlxVXSiMiRUW/UcQoS1v2APqT75ob8mtlEk7ID6kEUjm3ip8fwOvCf7GAXzCgN2EdoXX5tw9A77b524oRu64oYb/QZb1gXqgdEu9nYwdtDK0jdvBHJZdZHPjz8bcDQGF/BbVhwwasWLFC8LqffvoJmzZtMrqPZ8+eYd68eRg+fDiaNWuGoKAgxMUZ/yATHx+P//u//0O3bt3QtGlTtGvXDqGhoThx4oTeuiEhIQgKCtL7FxERYfxOEkIIIaRMkeDVZ02JBHB1sEHdao6lOCJCrEej1aKuXwHcXdSvvuNS+Cr4e9+pfpVSHFH5l6PM1nut2cjo4ElpkkgkcJH6vPy58HUe4OWE6MyoUh4ZsRS17iEms7Rlj+6yKSG/wX78L6v4harmDS3nM6ddD39dQ/33+e15BFvzCN2GCS18xPr1A6/CfmOtfNiXAW6bHLHe/aZM1Mtv5SO0Dr+Vj24dQLidj25d9liNtfMR690v1Lef2viUX3v37sWSJUsErxs3bhxmzpyJMWPGGNxHTEwMDhw4gMaNG6N169Y4ffq0Sbedm5sLDw8PTJ8+HT4+PsjOzkZ4eDgmTJiAsLAw9OzZk7N+586dMXXqVM6y2rVrm3RbhBBCSFnSt5kvPD09S3sYpSZHmYNdkbc5y2SUg5IKQqNVw0YONAh41Z6qvocfWvsEluKoiubKlQy0alW08e+MvIVcZS5nmZ2NTGRtYoxWq0G2MkfvtTa0fhBsKewvFbrfkxe5roiIOcy57nnOM+Sr8mFPbZXKHQr6iUHGKqDFWvYI9eUXu8yu5GfWYVfxA3ohPz/IF1vO/5lZZsZkvOwQ3tT++5zb4h8AMLA+5zozwn7AvMCfvcyUyXr5gb+5E/Uy+zEz8Delf7+x3v1CE/VS2F9+xcfHo27duoLX1a1bF/Hx8Ub30aZNG5w9exYAEB4ebnLQX69ePSxYsICz7PXXX0f37t2xfft2vaDfw8MDzZs3N2nfhBBCCCm7hKqb1Vr9eaEIKY+EWtRQRT+3ol9HS7/3FivQKqDhPX52MlsK+csAbwdvONk4Iod1YEuj1eJpVgzqewSV4siIJejdm5hErJqfu4x7dJvf4kWof7xYux5me5FWPbr/dW1yDPXRB16102G31TGV0DZiLXnEevYbO4tAdExG2vAIYbc7Ym8n1NJHqBc/YLydj1jvfpWN1Kze/br12Mxt52NO7342auNTPimVSmRlCU+ClZWVBaVSaXQfUqn1/vTJ5XK4uLhALqfj5oQQQkhFJRR6arTqUhgJIdbHD18BQEJBv/DvPc1dYLF8Tb7eMicb51IYCeGTSCSo5Rqgtzw6I7rEx0KKjt69iSixCXj5LXsKl3Fb9gj15WeuNyfkFwnzhSbhFZuI11ivflMm3wX0A3+96w20C+IzeWJewKKwHzAc+Bvqxc8+S8OUyXqF9mOod79GYP9Ck/WaEvizmdK7n8L+8q9BgwY4cuSI4HVHjhxBUFDxVxxoNBqoVCokJSXh559/RnR0NEaOHKm33rFjx9CsWTMEBwdj2LBh1J+fEEIIKaeEg36q7CUVg0YrVNFv2nfOikwi8BhoBR4rYpp8TZ7eMmdbCvrLCqGgPzkvGdkK4SI7UnZR0E8EFbVlj+6yUF9+DW89YyE/INyLXyrVQi7XiAb8nGX8dUwM99nbMJcNnBUg2DrIxKp+of28WmA8sBejC/wNVfnz92co8Gdvr7euGdX9lgb+nPtmYnU/G4X95dt7772HBQsWYPfu3VCpVAAAlUqF3bt3Y+HChRg1alSxj2HJkiVo3LgxOnfujNWrV2PZsmXo0KEDZ51u3brhyy+/xJo1a/DDDz/Azs4OH374IXbt2lXs4yOEEEKIdVHQTyoyobNTpBQVQSrQuod+7y2XJxD0U0V/2eFh7wF3Oze95dGZMaUwGlIU1GuAGGSoZY+OSi4z2odfKxBKs4N/S0J+sT797GX8n01lTi9+Yz36Dd2G3uS+rIl59cage/x4ffqF+u6LYYf9ul7+hibu5U/Ya85kveze/YD+ZL2625Ky5gfQ9dbXn3xXZvZkvfyJeg1N0ks9+8uPPn364MmTJ5g9ezZmz54NDw8PpKWlQSKRYNKkSejdu3exj2H06NHo06cPkpOTsXPnTsyYMQM//fQTunXrxqzz5ZdfcrZ54403MGzYMCxbtgwDBgww+zZv375tfCVCCCGEFAuh0FOj1UKr1QpW/RJSngj16KfWPcKPgdBjRUyTr8nXey91tnEqpdEQIQFutXH9xXXOsujMKDSu0pj+1pUjFPQTPaa27NHIJPrtVQT68otNvmtOyC+30TCXTQn4LQn3hfDDdnY4zw/l+esIrWvKxLzs/Qquwz5gYiD0BwwH//zJe/kHDNghvC5INzRZr966vAMIJTFZL4X9lcOUKVMwaNAgnDlzBqmpqfD09ESnTp1Qo0aNErl9Hx8f+Pj4ACis3A8NDcXixYs5QT+fTCbDm2++iR9++AEvXrxA1apVzbrN4OBg2NnZFWnchBBCxBUUFNBBVSJKIpFAKpHqVfNqtBrIJDKRrQgpH4Rb91DQL9y6hyr6LZWvyYcjHDnLqKK/bKnpUksv6M8syERaQRo87T1LZ1DEbBT0Ew5rt+zR4fflNzXkN7WK31jAb2Nj2h9kpVL4A41QkK+7fXYoby26+yVa3c+syLtsQfAvVuVvsGKfF/gXR3W/bv9Cgb9YdT+F/RXfqlWr9JalpqZiz549zOVJkyaV5JAQHByM9evXG11P19OTqiEIIYSQ8kcmlUGjFgj6QUE/Kd8EW/fQ51XRM3mIZfI0eXpBP1X0ly3Ots7wdvRGUm4SZ3lMZjQF/eUIBf1EUFFa9hjqy8++zN7O3JDflIDf1HBfbBt+6C8W9pt8vRlV/fxt2OuyGQ3+AU74b6zND7vK36QWPSLtfEyp7gf0A3+9NkIi7XwMVffrHxigsL8iOXPmjMHrdS18SopGo8GVK1fg7+9vcD2VSoWDBw/C19cX3t7eJTQ6QgghhFiLcJ9+NQCbkh8MIVYkNMEsVfSLVPRT6x6LqDVqKLQFnGUSiYQq+sugANcAvaA/OiMazbyb0/tCOVFmg/7ExEQsXLgQZ86cgVarRceOHTFnzhz4+voa3C4+Ph7z58/H/fv3kZKSAgcHB9SvXx/jxo1D165dS2j05RO/mt/Slj2AeMjPpmVtZ0rIb2oVvyUBvxAbG43BsJ9ZZqCq39S+/sbCfjZDwT9nPX5vf+YK4VY9bKYG/kWp7gcsa+djqHe/WCsfCvsrjo0brTN58sGDBwG86n1/8uRJeHp6wtPTE23btkV8fDzeeOMNTJ48GVOmTAEAhIWFISMjAy1btoSXlxeSk5Pxzz//4ObNm1i6dCmz77179+LIkSPo2rUrfHx8kJKSgs2bN+POnTtYtmyZVcZPCCGEkJIlVN2rpjYepAIQmmBWQpPx0mS8VpSjzNZb5iB3gExKZ0SVNTVdauLK88ucs1fyVHl4kfsCPk4+pTgyYqoyGfTn5eVh9OjRsLW1xeLFiwEAK1aswKhRo7B79244OjqKbpubmwsPDw9Mnz4dPj4+yM7ORnh4OCZMmICwsDD07NmzpO5GuaUWqN7XMaVlDz/052zPa9kDAFI5zAr5zQn4zenVLxS0Gwr7Ta3qN7XVj2h7Hv56MgPhvpGDABqNRDD451fS6xgK/Iu7uh8QnqzXWCsfCvuJKaZPn865PHfuXABA27ZtsXHjRmi1WqjVak6FU6NGjbB+/Xrs27cPWVlZ8Pb2RlBQEDZv3oxWrVox6/n5+SElJQXff/89MjIyYG9vjyZNmmD16tXo0qVLydxBQgghhFiVcEU/hX6k/NNA4Hs0Ve7SZLxWlK3M0VvmRG17yiQ7uT2qO/kiPjueszwmM5qC/nKiTAb927ZtQ2xsLA4ePIhatWoBAIKCgtCrVy9s3boV77//vui29erVw4IFCzjLXn/9dXTv3h3bt2+noF+EqRPwFi7jHnXlt+zRrW9yX34Zd6Jdc0N+fsBv6US8YkG7KWG/Ob36xVr4GBuHqfsWo7tNzjJ28G8k8DfWv9+S6n72bRmq7jenlY+hvv2617Mu8Kewv/J68OCBwev9/Pz01unevTu6d+9udN/NmzfHhg0bijQ+QgghhJQtMqGgXyAgJaS8ETpgRT36aTJeaxKq6Hemtj1lVi3XAL2gPzbrKVpXa0NnYZQDZfIw7dGjR9GsWTMm5AcAf39/tGzZEkeOHDF7f3K5HC4uLpDLy+RxjVJnzgS8ukBVV81vasseQ5PvAoZDfqlMy4T87OAf4Ib8/Ov45DYa5p8hlvb757cUYv/M36fQukLjMHafzME8jjLhuQ8gfRX68+dRAArDfvbzp2GtCxS+JviTNQutp1tXh71cZSNlDhhx9sfej+zVmST8dlD8llJCt1e4nlRwPUD/jBZjvx+EEEIIIaTio4p+UlFRj35hNBmv9WRT0F+u1HCpAbmUm58q1Eok5MSLbEHKkjL57h0ZGYn69evrLQ8MDERkZKRJ+9BoNFCpVEhKSsLPP/+M6OhojBw50tpDrVAMTcBrassefqAqhD/5rlDvfUOT8QKFwbsufBcKw9mhvlC4b+g63T75xM4cEFpXKOzXW0fkvgmuK9Va9M/gPtnBP3sbEwJ/HY3AelqBQF5sPa3AQQAAemeH8G9Pt3/+fgAK+wkhhBBCiPVJJfpVjBT0k4qAevQLE56Ml37nLZFDrXvKFRupDfxc/PSWx2TGlMJoiLnK5Lt3RkYGXF1d9Za7ubkhMzPTpH0sWbIEjRs3RufOnbF69WosW7YMHTp0sPZQyz1rt+zRLTdUzS8Y8vMr+42E/DpiAb+5hLazpJLeUOscwQMCMu4BAWtV7/P3aewAAL/Kv/AHbuDPxq/u1+GH/QD0wn7+z0JV+4DhsJ9d3S+0DoX9hBBCCCHEmqiin1RUwj36qXWP0O+80NkPxLhshUBFv61LKYyEmCrANUBvWXx2PBRqRckPhpilzPayETp6ao7Ro0ejT58+SE5Oxs6dOzFjxgz89NNP6Natm1n7uX37dpHGUZ7x27DolhW1ZQ87xAfACf1NDfmFAn4hUpFDWRqRz+RyGw1UrH78/D76/H79lkzMW3j7rElzWY+FUB99Sxid0Jd1G2JjYa6TSkT79+t691s6Ua/uZ7Ge/KZM1Mvuyc/v2y80SS97ncL1pGb17J/2ZSODj62prly5YpX9EEIIIYSQ4icU+qk16lIYCSHWJdyjv0zWhJYoCfS/U1PrHstkK7P0llFFf9nm41Qd9nJ75KvymWVqjRqxWbGo6163FEdGjCmTQb+rqysyMjL0lotV+gvx8fGBj0/hjNDdunVDaGgoFi9ebHbQHxwcDDs7O7O2KS+MVfOzqeQygy17+NhV2qZMvmss5Ber4hduu2P8vrPX4Yf+RQ372RPzCoX9Qvtk9iVwRoCpk/xy75+BSXkFDkjwl+sF/roPOawgX0dsol7dOoYm6mVvY62Jeos77G/VqpXYQ2uyK1euWGU/FUlBQUGlPrBKCCGEkLJNsKKf2niQCkCoSl1CQT+17rEShVoBhVrJWSaVSOEgdyilERFTSCVS1HSpiYdpDznLYzKjKegv48rku3dgYCAePXqkt/zx48cIDAy0aJ/BwcF4+vRpUYdWYVgyAa+OUMsefjW/bj32NmKT71oj5JdKX/0zl9B2RW3jwz9jwdjPxvZlrX+62xVq4SO4TKidD4Rb+egY6tsPFG2iXmPrCPXtV8llzGuYf6CK2+7HtDY+1MKHEEIIIaTyodY9pKISrOgvm1FRiaLJeK1DeCJeJzprpByoJdC+53nuc+Qqc0t+MMRkZfI3KyQkBDdu3EBsbCyzLC4uDlevXkVISIjZ+9NoNLhy5Qr8/f2tOcwKwdwJeC1t2QNwW/QAAiEyez0DIT+7n75YuC+Xa0T/iTEn7DdlYl5DYb/gnARW7s8vRCz056xjxbCf/TNn8l0TDgwITdSrspEygT9/HVP79vNDfFPDfjYK+wkhhBBCKhfhoJ9a95DyT7h1D/Xop4p+68gRCPqdbJxLYSTEXF4OXnC25T5XWq0WT7NoUt6yrEwG/cOGDUONGjUwefJkRERE4MiRI5g8eTJ8fHwwfPhwZr34+Hg0atQIK1euZJaFhYVh/vz52L9/Py5evIj9+/dj3LhxuHnzJqZNm1Yad6fMKcoEvLrr+RPw8gm37NEPvnXBO7+6H+D242eH/K/2wb1NU8J8Y+sZC/vZihL26y7zg3axyXOL+k+I4AS8YmM1I+w3NEkvIDz3gzUn6tXtm13dz2wnEvaziYX9NDkvIYQQQkjlRRX9pKLSQv/7IlVb02S81iI8ES8F/eWBRCIRrOqPzowu8bEQ05XJd29HR0esX78eAQEBmDVrFj799FP4+flh/fr1cHJ6NWGHVquFWq3mvNk2atQIDx8+xLx58/DBBx9gyZIlsLW1xebNm9G3b9/SuDvlUlGr+dnrGGrZwywzEPLriFXxmxLuixHa1lDYzw/ALQn7hYL34gr4TTlzgKnyFznowL8fxsJ+AJyw31B7HnYgX9ytfJjtRNr4sFHYTwghhBBC2CjoJxWV0OuYevSLTcZLv/PmEmrdQxX95UeAQNCfmpeKTEVmyQ+GmKRMTsYLAL6+vggLCzO4jp+fHx48eMBZ1r17d3Tv3r04h1aumVvNzw9A2RPwWtKyR6wvvzkhP7PMQLgvVonPnmSXs75cA5WKPcEud5Je9gS9UqnwRLp87PXYE/TqrgP0J8YtDvxgXzdxMP/2dWPk3z+h+8Esk0oEJ+gFTJ+kF+BOgMteF4DgRL3sSXoBQK7UWDRJr6EJejmPGWs9/uS8owduxPqdoSKPPiGEEEIIqQhkEv0znSn0IxWBVrB1DwX9wq17qKLfXDnKHL1lzjZOAmuSssjNzg2e9p5IzU/lLI/JiEYT76alNCpiCL17VyKWTsCrq+bnh/7GsFv2CPXlNyXk5/fj1+GH/Lr12OsLMbQOv7rf0MS+pvTr1/uZ1SqHfX1xV/MbGrvRFj0i94OzzITKfvb1or34ZQYmctbtz0grH7He/pZU9qt41fuGKvsJIYQQQkjFRhX9pKISnoyXevQL/85T0G8uqugv/2q51tJbFp0ZTa2syihKqyohQxPwsula9rCZWs3Pb9kD6PflF8MO+V8tA7Mte3tjwb4hhgJ//u3yx8MeJyAc9vPb5jDX8SbELU6i7Xp44+NcJxL2G1zHzLCf/7NWIJTnt/JhHxwQ2odQKx+hSXqLEvazscN+auFDCCGEEFKxCYV+agr6SQWgoR79goRa9wid/UDEabVa4Yp+6tFfrtRyDdA7wyVLkYXU/JRSGhExhN69KwlLq/mBV734DU3Aa07LHqHrgMKw3FjIr1OUgJ+vuMJ+/vUG++Nb+Z8QscCfP07duAzdF7F1AOuG/WLri1XumzJJL/86c8J+Q5P4UthPCCGEEFJxSal1D6mgqEe/MKHHgFr3mCdPlQe1Rs1ZZiOzga3UtpRGRCzhaOOIqo5V9ZbTpLxlE717VzKGqvmLMgEvfx1dyx4dU/vyA6aF/GJ0Ff9i/0S3EzhwYGrYzyYW9gsF/oYq5ovKUOhvatgvtkx0HZEAX4cf9pvbysfgpL6s61U2Uk4rH/6YrBn20+S8hBBCCCGVA7XuIRUV9egXJtS+iH7nzZMj0LbH2cZZcP4DUrYJTcr7NDOGfifKIHr3rgRMreYHoFfNr7teqJpfdAJeVsseoRY2pky+W3i58H9jIb8pQT5/XdHrLQj7+eMWCvt164m10CnOvvxCob8pYb9QCx+jbX7MCPv565hT3S96cECkb7/e9sUY9hNCCCGEkIpHJhj0qwXWJKR8oR79wqiiv+iE+/PTRLzlkb9LTb0DgHmqfDzPfV5KIyJiKKGqRKxdzS9E8zLkF2vZwyc0+a5Uqh/yi1XcmxLuCzG0rbXCfmOBf3FV9Zu6b0tv2xphf1Gr+4X2b42wn1nHQIseY6iqnxBCCCGk4qGKflJRCfXop9Y9gFSg6pwm4zWPYH9+moi3XLKV2aKGcw295TEZ0SU/GGKQvLQHQIpXSVbzv2rZwwrADbTsEQv5ddghP5ul4b4Q3b5UKu59lNtooFIKf7iRSgGNRn893f3QaF49prr7qBTZF3u7omLfLnvf7OVSmRYatXCIrVuXvY1uff5+jJJKAM3Lx0MqgVSjfx+1Mgkk6lfL2euxf9ZKJZDolsskkKq1TFgv1WgF12UvU9lIIVdquPt5eb1uf7rrVHIZ5CpuZRZ7O5VcCrlKwxkLUHgQTaaiL3qEEEIIKTq1Wo0ffvgBO3bsQEFBATp37oy5c+fC09NTb90LFy5g1KhRcHR0ZJYFBQXh77//Zi7HxMTg66+/xvXr1+Hq6ooxY8bggw8+MHtcecp8SCVS2MnLVm9lrVaLfFUBZFIZbGU2Rd6fUq2CSqOEncwOUtaXE/2gX4s8VT4UaiVsZTZ6j49CrYBao4GdzBb56gLYSG1gIyvZr98qjRoKtQJ2MlvIpPrf9XQ0Wg0KVAWQS22g0aohgQQKjQo2Ujnr/iih1qhhL7eDRCJBgUoBjVYDBxt7AECBqgASiQRSiRT5ygLYymyg1mogl8qh0qgMvnbUGg0K1AWwldpAbuJjlK8qgEqtgoONvd59070mbGRyqNQqSEx43arUKuSpCmAns4WtvOivIzEKlRIqjQpaaOFk64h8ZT4kEinUWjXzPL16TUthK3s17gKVAkq1EnZyO9jI5FCoFFColbCX20EmlaFApYBMKoVCrYRWq4WDjT0UagVspbbIU+VDLpVDIpFA+/J5yX+5vlJdOCa59NVjr9ZokKvJg53MDiqNCoAWaq0GNlI5bKzweyZGpVEhT1k4Vt1ry1o0Wg3ylQWABHC0ceA8fkKvO+5kvNrCx0SRizxlHhxsHDjr5qsKAAD2cjvB3zulWoUCdQGkEinsZXZQqJUAALVWDblUxtyWUqOCTCKDvY0ds2/d8wlomQMNusdGoVJCqVHCRmYDqUQKtUYFtUYDqUQKjVYDW7kNlGr93z+1Ro0CtQK2MpvC31G1inmNMPt++R6m+51XqpSF28htOK9LQ7IVAq17LJyI99WYbSHn/c7zH3OlWgWFWgG5VAY7uZ3IHouH7v1UJpEz7yUFKgXUGjVsZHKoNRpAUvhaYRP7G2vofVz33sn++2LovbGoarkGIDYrlrMsNjsWrTVtOO8f1lKgKoAWgFwqg0Kt5DwG/Newjkqtsui2OnfujMzMTMhkMmg0GlSvXh1vvPEGJk6cCGdny16zxbFPU1DQX0kUVzW/0AS8uv+Ntexhr88O8w216jG1Cl+MWHgvl2sMhv1C1wutB+iH64BpgX9RCR1oEBoPO+w3O8AXu22hAwImhv0AmMCfH+DrftYdkJK8DOcBMIG/0LqmhP067MAeABP2s5cLbWfI6IEbsX5nqMnrE0IIIaRojl+JxYYD95CclgcvDweM6t0Qr7fyL+1hWeT333/H0aNHER4eDnd3d8yZMwezZs3C6tWrBdeXyWS4du2a4HVqtRqTJk1Cx44d8euvv+LJkycYN24cfHx80KdPH5PH9CI7Gcciz8PR1hEDG/SCk42DyYFsccpXFSAyJRrHos6imrMX+gX1gL3czuL+4vmqAux/eBRxmYnoXLMNGlWtz4Qx7H2qNCqk5qXj4YtY+DsFoECtwMFHx+Fq54whjftAqwUOPTqO1wLa4XbaA5yNvYKa7r7oXa+bXrhTXApUCpyIPo+7Lx6hefVG6ODfSjDszlcV4HFKNDwc3KHRauBu74qErOeIeHIaLrZOGNyoNyQSCfbcj8CLnGQMadQHTrYO2HnvP+QqczEs+C1oATxNi0cD77p4kfsCao0aWq0WcqkMBWoFIh6fhqudCwY27AlHGwdO+FSgUuBKwi1cir+OOp610LPuawZDeV0Ivu/hESRkPUenmm3QyLseE07mqwoQlfYUMokMNjI5Dj46AQe5PQY27AknW0fBkDpfWYAbz+7ifNw11HTzRe/61n+e8lUFKFApIJFIsPf+YXQJaIcXOcnwdqqCE0/OIDI1Gq19m6KlbxNEpcXiyJPT8Haqgv5Bb0AmlUGj1eBywk1cTbiFfkE94OtSDRfjruPWi/t4t8kAJnhWqJU4HHkSnWq1QWRqNOpVqY1nOUmIy0hEHc9auBJ/E11rt0e2MhcPk58g0DMAt57fQ75KgUDPALjaFYZP/0WehKeDO5pUawAttLiXFIlL8TcQ4F4Db9Z73erhqUarQb6qANFpcTgadQae9u4Y0LAncxCjqPKV+chV5mPX/f9Qr0oAWtdohrNPL+Pms/to4F0X3Wp31Hvd6c5qUGpU0Gq1yFPm4UjUGTx8EY8BDXrC2c4JgBbp+ZnYde8wPB3c0DeoO05GX2B+79r5tYBaq0FGfiYOR57C0MZ9oJSooIEGmQXZeJoejyCvupBLZXiRk4KDj47DXm6HgQ17wdnGEQqNErnKPOQp8+Fs64i9D48gW5GL4cFvwU5mi+j0WESlxSGkTkdIJIWHC/JU+YhKi4WrnTPkUjkORb78HWjUC042jtBoNTgfdxXXEu6gvX8LNPNpiCdpsTgWdRae9u4Y1OhNaLVa7L7/H5JyU/F2475wsXPGk7SnOB51Dl6Onujf4A04yO05B0OFCPXod7Kgor9ApcC52Ku4nngHDb0D8XrtDszzxX6v6xsUguou1ZCck4KDkSdgJ7PFgIY94WLrXCIHWvNVBXiUEo3jUWdR3aUq+tQPQb6yAFmKHGQVZMPdwRUHHh4DIMHAhj3hZu8CjVaL+MxnzN+QgQ17Me+TBSoFzjy9hJvP7iO4WhC61GrLut8FuJp4BxfjrqGORy28UbcLAC1OxVzCnRcP0ahqPXQNaG/Vg/O+zr6wkdlA+fJAFQAo1UokZMejpmstq92OUq1EliIHp2MuIaRORxyPOof7SY/R0jcY7fxaAAAuxV/HlYRbqF+lDkLqdIJcKkOeKh/nYq/CD95m3d7z58+RlJSEvXv3ol69elAoFLh37x7mzp2LCxcuYMuWLZDJzHsfKo59mqr0P52RYmPtan7+BLx6LVReVvOLtezh9+Xnh/xSqXjILxTwmxruC20jFPibE/azq/r56xVeLxygs9v5FFfoLxT4FyXQFzoLQGh/poT9AIpc3Q+8CvzZYT97XVPCfv7BB27lvn7Yr0NV/YQQQkjZcvxKLFaG30CBsvCsvKS0PKwMv4GEuGi8O6CL6HYnTpxA165dS2qYJtu2bRsmT54Mf//CAxUzZ87EG2+8gbi4OPj5+Zm1r0uXLiEhIQGffPIJHBwc0LhxYwwfPhxbtmwxK+jffHMnHuREAQDOxFzCyr7zzBpHcdBoNLjz4iEWn/qFWXY5/ibmd58JWwuCjXxVARad/Bl3kx4BAE7HXMKH7UajU802kEtlTNCv1WqRlJOK008vItirMbIUOfjm2DJotVrYyWwxqOGb+PLID+hauz2uJd7GH1e2AADOPAVuPbuPWV3+r9jD/jxlPjZc/xdHnpwGAJyNvYz4zGcY0qg37FlV0mqNBree3cfdpEdoUi0IjarWx9P0eHx1dCk0Wg1sZDYY0LAXvj36I55mxMPDwQ3vtxyOjw/MRUZ+Jmq4+EAmkWLe8Z+w4I3PkJybih13D6JfUHccenQCIXU6Ye7x5S+rkQvHsaLPXMhQ+N1ToVLgUOQJbLqx/eVjdBkPk59gcttRotXcBWoFFpxciQfJjwEUPk9T2o1BB/9WkEmleJT8BHsfHsWIJv0xO2Ix1JrC94VTTy/i537zwY/585UFOBlzAat1zxOA2y8e4NNOE61WUa7VavEiOxk+zt746MBctKjeGMm5aXCwscefV7fhVMxFAICbvSscbRyw8NTPzLaJWS8wofUIHHlyFptubEd1l2qo5uSF/Q+PYuvtPegZ+Bo0Wi2SclLg7VQF846vQJsazXD7+QP4OFdFnqoA35/6Fd/1mIWPDszFdz1mQiKRYMHxMHwd8jE+OfAtXihjAAAxGXHoH/QGLsXfgCLPFsv7fINzTy9DpVHjz2vbXj5Hl3D7xUPM6Die81oqKpVajSepTzHv+AqmD/6FuGtY8uYXzOvFUmqNGloAs/5bgFxlHt5u3Bf/3tmPXff/A1D4uoxOj8Oo5kPgyKrUl0ok0Gq1UKmVUGs1iHhyGtDY4LYmCqdiLuKXft9BqVHi04Pzka8qwBddp2PdtXAcfXIGAJCSl4ZWvk2gUCsx678FmNh6JNRaDZTKPEglEiw6+TPmd58JpVqJlPxMzGG9Xi/H38TyPl/j6JOzqOZUBY2rBeGTg98iLS8DdT1rwUYmx8OUJ1h86lf81n8hchS5kElluJf0CBqtFudir+Dt4H74X8T3zD7PPL2EFX3nYs/9w/j37gEAQGjzwXiUEo35J34CANjJbNG/4Rv48sgPiM98Bm9HT7jau+Dei0gsPv3qvfZi/HUs7jkHtka6gQv16De3dU++qgA77h7AjnuHmOfrSVoMxrQYBgBYdy0cx6LOws3eFRPbjERybirmRHz/8kwU4FTMy9/9Yg761RoNbj+/j+9PrwIAdKnVFkk5KbCR2mDN1b8xpe1ozDg4DwVqxctxXcBv/RfhWXYS5kQsZr1PXsGKPnOhUCqx7fYe7Ht4lLnfMelxeLfpQMikMhx+fAobrv8LAEjPz8JrAW2x894hzvpP0+Mxstkgq72XyaVy+Dv740nGE87y6Mxoqwb9Ko0anx6cj087TcD6a//gRPR5AIX3ydelGm48u4utt/cAKPy7EZMejw9aDcdn/y2EB1zgV72HWbd369YtODo6om7dugAAW1tbNGvWDIsXL0a/fv1w+fJltGvXrtT3aSpqvFYJWKuan79MbAJeQLhljw477GaH/GyGQn6hfv3mEtuHsQMKYv36+esVXm+4T76ujz/7nzUZum2xiXmFJuUV25/B/bOvE3jtCDG1dz8ATu9+oXU56xjo2W9Kv37+bQKmTcxLvfoJIYSQkrHhwD0m5NcpUKox/39TOMvatm3Lufzxxx8X+9jMlZWVhYSEBAQHBzPLatasCWdnZzx48EBwG7Vaja5du6JTp06YMGEC7t+/z1x3//59BAQEwMnp1eSHjRs3FtxXZmYm4uLiOP+SkpIAcCegTM/PxL2kyCLf16LKU+Xjv8gTnGXR6XFIzcuwaH8FKgUT8uscjjwFhaowlJG+/Oqs0qjwODUaAFDL3Q8no88zAU1glQDEZT1DfNYzNPNphGNR5zj7u/3iAdOyozjZyW2ZYETn6JMzkPFaK+Sr8vHf4xNo5tMIcZmJSM1Nx4no88zcA7Xd/ZGUk4KnGfEAgOCqQbj17B4y8jMBAE18GuBSwk3U8awJhVqBY1FnEVwtCKdiLqKJTwOcjLnAPDYAkJKbhsepMcxljVaDIy9DUZ2LcdcNnpGRq8xjQn6dI09Oo0BVgHxlAQ5FnkQzn4Y4FXOJCTgBIKsgGzef3dPbn1qrxrGos5xlt57fZ0JCa8hXFSBHmYeHKVFIzk1FM59GOB1zCXXc/XHm6WVmvabVGhaGySw+zt5QqtU4/vK11LRaA2gB5nKzag3h4eAONztXpOal40naUzT1aYhjUefg714dJ6LOob5XHVx/dhdZimy427ni7otH8HGpirtJj5Can87clp3MFhJIkJj1AsHVgnDn+QMEeQfieDT3dXzj2V2orTw/RYG6ABGPT3PeaxKzXyA+M7HI+1ZpVLiacBuZBVmo7eEPW7mN3u/miejzegfgJJBCqSn8fY1Ki+XMyZGtyMGz7Bc4HXMJ+arCljyNq9bDyegLzDrNfBoiT1mAY1FnoVQr0ci7PuzktrCX2+F83DXU9ayFh8lPIJfZ4ET0ec7r1cfFG7EZCajjWROxmc9w98VDpL18b2vm0wjpeZk4HnUeVZ29IJFIoUVhOx8vR08cizqHZj6NcCr6ImefGQVZkEKCo09evd5tZbbMAUEAqONZCwmZzxGf+QwA0MSnITLyM/V+R+Izn+F5dpLBx12tVSNXlae33NzJeKUSKY7ynq+TMRdhK7OFndwWJ2MKH/PG3vWRmpeGUzEXOb+/2YocXEu8bdZtWiJfVfj+o9PcpxGSclJw5ullNPauh3OxV5iQX7f+8+xk/Bd5Qv99MiUatjIbHOU97seizsJObgu1Rs1572zm0xCONg56r+tj0ees3m4vwC1Ab1lCdgIK1AVWu42ribdRoFagXpXaOP3yQKhOFUcP5mCaTmZBFqLTYpGUk8IsS0lJ0ftMk5mZKXh7t27dQsOGDfXOUKlbty6kUikSE81/HyqOfZpKotXSbCJCCgoKcPv2bQQHB8POrmR7elkDO2QUCvrZQamump8d9LOr+dVyqWA1P7s3v1QOvQl45XKNwb78/JBfLheecJf52UAQbm/gIH++Wvw6QLi6n1/Zz1+Hfb2GNyyh/VmjPQ5g/lkA/NtlX2ZX6XOWv/xZaF1D+zO238IFvIMFBtrhSNTC67K30VXgs6vu+etJeJflSg1nOWcbtZazXNevX7d/7nWsgz6s22dX9Yu177ly5QpatWoleF1lVd7fc4sLPS6EEGJc/xm7BKaSBB4d+AL3795iLrdp0waXLl1iLrdo0YJpeVNW3m8TExPx+uuvIyIigqnoB4Bu3brho48+woABAzjrJyUlISUlBYGBgcjNzcUff/yBbdu2Yffu3ahWrRp+/vlnnDt3Dps2bWK2OX/+PD744APcvXuXs6+wsDCsXLmSs6x+/fr45ptvrH9Hy6Hniue4l3eHs6yqTTU0cmxcSiMipOjUWjVOZXIPmEklMrzmWvbOdippiYoEPMi7z1lW3dYXQQ4NSmlE5UueOhcXsrkHHG0ltujo2rmURkSsQavV4FzWWSi0Cs7y+g4N4GvrW0qj0vfjjz/i4kXuQYIpU6Zg6tSpeut+8MEHCAwMxJw5czjLMzMz0aZNG6xevRpduoifISqkOPZpKmrdU8EZquZnM1TNz2fqBLzsn4Wqxgt/Lvxfr2pfoIqfz1C4L7aeUOgvNPEuv40Pfx1z2vgUriPcP99c5rb+sVYPfnP2z58DAAC3lQ9gcjsfgNu/X7Qfv0jffqE2Pob69QOG+/GLTcwrhnr1E0IIIcXPy8MBSWn6VYP8KiqJRGLwclmgq7zPzua2O8jMzBScuM3b2xve3oW9aF1dXTFjxgwcOnQIJ0+exNtvvw0nJydkZWVxtsnKyhLc1+jRozFo0CDOspycHGRnZ+N42iVcSLkBAGjn1wJT2o0pE5PypuSm4fPDi5gK8/4NemIorz2NqfKU+TgUeRxbbu5mJkr9rvss+LpWAwA8zXyK9Pi0l+vmIeLJabjbJqJv6/74+shSPM9JBgCE9f0W+x4eRZ4yH2/Wex3zj/+EHGUuJJBgZLOB6Fn3tSK3PDFWNKJQK3At4Q5+PLeamUD18y4fomHVenqTWCbnpGLzzZ14O7gvHOUOkEgk+PLIEjx7Wa27vPfXOPLkNPY+OAK5VI6f+83H6itbcCn+Bhxs7LGy7zz8dP5PfNRhHKQSCVZeWI/xrd7Bmqtb8X7LYZzHpnPNNpjY5j3mtaPRaPAk7SnmHv+Rmcx3Qqt30alWG9H2RrmKPOx/dBTbbu8FADjbOmF+j5nwdSl8ntLzMrDs7B/4tNNEzD3+I2IzEgAALasH45NO4/UmEVWolEjIfo65R5eznqdBeKNuF7PaXRh7TrILsiGXyvHHlS1IyU3D5Haj8TD5CRRqBX6//Bc0Wg1a+TbBuFYjMOfwYqTlF1ZvD27UG4Mb9UZU2lN8dyIMEkjw61sLEJUei0Unf0Zgldr4qMNYZOZnwdPRHTvvHUJybhoGNHgD95Mi0a1OR8w/8RM+6TgBv1/ejN71uiGwSgDWXNmCEU0GYt31cJxJvco8lj3qdEZ81nMsjVqHsD7f4kr8LQR4+uO7Ez8hT5kPCSQY1WIoutfuxJkwtqiUaiVylHmY/d8ipOQV/p71qNsZoc2GWNR2hP985KsKsOLcGlxJuIWV/eYjIfMZlpxe9XLyWymmtf8ArWo04bw+nqS7IzMxE0q1EhKJBMeizuJsym3INKfRzKcRZnaaCEiAecd/woPkx/ig5XA42zrh5wvroNZqUNWxCn5480tIJBJ8fXQpgrzrYkTwAGQVZMPZzglLz/yOyW1HIaMgC1WdquCro0s5r9fpHcbi9NNLaOgVCAcbe2y4/g/OxV6Fm50Lfuo7F9mKXHx55AdM7/ABAtz9kKcswNOMeHg6uOO3y5sxq/P/Ye6x5Yh7eVZEK9+m+KjDWESmRmPByZVQqpWYGzIDPs7emH14EVLz0gEAYX3nYf/Dozjw6BhsZTaFrYGU+fjyyBLmrILe9bphRNMBBtuQJeYk4unTp68uJyYgqHYDtAowr+BNrVHjXlIkFp76GUq1svD56vABWvk2BaDFlYRb+OncWkAiwS/9voONzAZzjy1DTHrhmUi658qSlm7mSs5JxezDi5BRkIW6nrUwu8uHkEqkWH5uDT7q8AEWnfoFj1IK2+A18ArEl69Ph0KtwOf/LdR7n5RKpLj94j6WnP4NKo0KMqkMMzpOQDOfhpBJZIhOj8M3x5YhX1UAb6cq+KHXF7j9/AGWn1vNrP9Jx/Fo7tNIdAJtSwsQJc8leJDKPTPQ0dEerWpZp5hRoVZiyelVaOvXHDZSOVZd2sS0k/uh1xfIyM/C/BMroFArIZVI8X9tQ9HOrwXWXPkbiUnPMKh6D3z11VdwcOBOmu3q6ip4e7dv39YrpACAc+fOwc7ODi1btjT7PhTHPk1FFf0iykpVj6V0Ff1FqebnT8BrSjW/3IbVo59V2Q/o9+Xnh/y6MN9YFb+pAb8hQoF/SVT2s5VUlb9QtT5gWUU/f7nQZc51hqr7AZMr/I1V95ta2c/eP7+yX8rbh255cVT1U0W/vvL+nltc6HEhhBDj+D36AcDORoZHB7/EjeuvJqlt27Ytp7qrZcuWuHq1MOAqS++33bp1w4cffoihQ4cCAGJjY9GjRw8cOXLEpB79vXr1wrhx4/D222/j/PnzmDhxIs6dOwdHR0cAwIoVK3D58mVs3Gi8zWBqaiqioqLgX9MfmdJcONo4oIqjR5kI+QFAqVZBCw2epMbCy9EDznZORep/n68sQK4qD8+zk1DHoxYkEglsXwYkcVlxOBlXWPms0WqghRZy2KFvnT6wt7FHTHocnG2dUMXBHRpokZlfeIDFzd4VT1Jj4ONSFQ429lbpz2/KZ8l8VQFUGjWepschwMMfMolUcAJVlbpwYtCU3IzCsWvVkEikiE6PhYutM6o4ukOLwtY3KbnpqOtZExqtFsm5qchT5qOWux80Wg3S8tLh7uAGqUSKlJw0eDq6Iy0vHR4O7ohJj4ernRM8HNz1XjsKlQIaaPEk9Sn8XH1gK7MxeiAkT5mHXGU+nmUnIdAzAFpomce18P4U9qz3cvREbEYC09JE7HWbp8yHRCJBZEo0arj6wF5uZ3a4bOw5UWvU0Gi1UGvVSM1Nh1QigaejB9NbPTYjAXU8akIqkUAikSIq7Sk8HNzhaucMe7kd8pT5AIDHqTEIcPeHTCqF9uXjVtvDH1KJBNBKAAmQpciBRqOBh4MbFGoF7OS2eJGdgiqOHkjNTYe7gytkUhky8jNhI7NB+IOtUGqUcLN3hRRSyKVyvBnQFym5afB1rYY8ZT7s5XaISouFr0s12NvYFcs8E3nKfMikUjxOfQoPBze42blY3Fuc/3yo1CqotRo8z0mGRqNBVacqAIDHaTGo7eEPmUSmd1tRGVE4l3AWGq0aWi0ACeAoc0Gbam1RzdmbeT0p1EokZj0HtIC3sxc0Wg3zeyeXyiFBYfuz2IxEeDl4wlZuAwkkkEiAlNx0eDi4QavVQC6VIzo9Ho429vB2qgI7ue3LSZwLYC+3h1qjRlp+BnKVeQhw92daCcWkx8PPzQdSSKCBFhqNBnKZHMk5aajq5ImnvN+BApUCGq0GUWlPUdOtBmRSWeHjnhIDT0cPuNm5ABIgsyAbaXnpqONRCxqtGoAET9JiUMXBE672zkZfA4/SHuHSs1d/cxMTE9AhqCM61uhk9vNZoCqARqstHLN7Dcilcub22e91tT1qMq2/YjPiYSe3Q1UnrxL7m1X4N6nw99LLyQPOts6QSSRQazVIy8uAp4MbErNeQCKRoLpLVdjKbKHWaKDWqpm/IZ6s98l8VQE0Gg2i02NRy90PMqmMud/s984arj6wl9lBA83L5za28HXNWl+IpblESl4KDkUf1Fs+IHCg2a2ZxChUCrzISYGTrSPkL98j2c+v7jXs71Y4QbC93A4FqgLEP09E2rMU1K5dG56enkZvJyYmBj179sT+/fuZfvpAYaHDsGHD8Nprr+Gzzz4DUDi305o1a6BQKNCiRQvMnDkT77zzDpYtWwa5XI4ZM2Zg6dKlKCgosHifn332GQYPHoyuXbvi/PnzqFatGnr06IF//vkHqamp+OuvvwSLNdioor8CMhTyCxGr5hdcT6San121LzQZrzVCfmsE/Ox98cP+4qjsB8QDf36Pe0uDfxsbTbFN7KsjNCEvc52BswYMVvcDJlf4G6ru51f28yfPZeNPwGsJQxX/hBBCCCl5r7cqbHGz4cA9JKflwcvDAaN6N8TUfSqsWrWKWa+goIBzWaWyXg9uaxo2bBj++OMPtGvXDh4eHliyZAk6d+4sGPKfO3cOvr6+8Pf3R15eHtauXYuUlBR07lzYGqFNmzbw9fXFsmXL8OmnnyIqKgpbt27F//73P7PGJJfJEegZYI27Z1W6yRUbeNc1sqZp7G3sYG9jB08Hd73r2H3jdT/7OHnD1d4FAFCvSm3uvpxfhSsNq9azyvjMoQt3GlWtb3A9+cvHsLqL98slhQc2gry4j6m93A7eL8NRAKjh6sO53selKvNzddeqnGX1vbiPDZuuyraRGY+Rg40DHF4edOLT3R/d+AKrBJiwv8KAN7hakMljMJdMWjilrA3kzFkiAGDr4AYAaMx7nviPv9gYhcbMDqx1gaGfW3UAQA23V8+bvbM3cpW5cLHjhka2Mhu42bvA7eVr+9VrqXhfx7pxN/QOtPq+5TI55ABqunFbizSpJt6GR/ryrC+pRAa8/Nrq4+yNmu41OOvZymxQy537/iz0e1fXU3+yUvZrAdD/XbGXcw+qONpyK5SFttHxcxP+HbBjfue4Y+S/T9nL7ZgDIrrosKG36a+BHIGJeJ1szZuIV8fOwPuZ2HtdYBXx953iIvY3yQZA9ZfvhwEe/pzrZFIpZJDq/Q0BDL+PG3rvLM73MgDwtPeEq60LMhXcMwZjMmPQqEojq9yGrdyWed8ChB8D/jI7uR3cHVyRhhS9dcXcunULTk5OqFOnDgAgNzcX58+fx/Lly+Hj48PM5/TkyRP89ttvWLt2Lezt7TFp0iQ8f/4cH3/8MRYtWoSMjAx899138PHxwd69ey3eZ2JiIhISEjB48GBMnz4dISEhGDRoENatW4ePPvoIT548QdOmTQ3eJwr6Kyn2BKJshqr5mXWMTMDL/pndlx+wLOS3ZsDPZmrYz2doHX7Yr8zOQeTq1QgYMx42Tob/qFmrvU9pMBb2A9AL/AHzW/poZRKTw35zW/gw6/MOFqjkMshVasGDCOz2PWIHGah9DyGEEFL8Xm/lzwT+Os2bN8eZM68mbGvatCnncrNmzUpsfOaYMGECMjMzMXToUCgUCnTq1AlLliwBAOzevRtff/01M7fAgwcPMGfOHKSlpcHBwQGNGjXC2rVrUb164ZdjmUyGVatW4auvvkK7du3g4uKCsWPHom/fvqV2/8ormUT/S0lhlSsh5ZdWYIYTQ5MhVyYS6D8OQo8XEZYtEPQ721gW9JOyRSKRoJZrAG4l3+Isj8mMtlrQX1Ju3bqF3NxctGzZEjKZDPb29ggKCsLYsWPRv39/pg3k/v37kZaWhvHjxwMA0tPTodVq0aBBA1y8eBFfffUVAgICirzPuLg4dOzYEf7+/tBqtXByckLXroVzpmRkZJh0ZicF/RUMexJeNl01v5ZVta+Sy5hqfmPYoT/wMmRlVe3rtewR6MvPDu+tEfLbmvj5Q2GgjbopYT+/qp+Pfz077H9x/Bjy4uORcvoYfHq9ZdJ4y3rgLxbqG5sPQBf4A/qhv6HA35phvzmKUrmvlks57XsIIYQQUvJMaU1TFslkMnz22WfMad1s/fv3R//+/ZnLY8aMwZgxYwzur1atWli/fr21h1npCIWfai193iPlm0bgNSyhoB/Aq4p+NqHHiwjLUeboLbNWWxdS+gLcausF/Wn5aUgvSIe7nXvpDMoCs2fPxuzZs42up1QqMXXqVPTp04e5rFAoMGXKFMyZMwfh4eHo169fkfe5a9cuNGnSBAAQFRXFnBUAAGlpaSa1I6J38AqK37aHTXCZkd78zDqclj3cQN9Qyx5deC+Viof8chuN0ZDfVvrqn6mMbWPJGQNCcwewSaWF1fxJZ85i44YNSD5zBtqCLIPb6O+DVVWek41HvyyHKkf/qHhRWfOAAv8Aj+h6Mi3zT3C7l68xAJwDTDpa1muYffAJAGcOCj4tb12VjVRwuTFaE9cjhBBCCCEVg1DQrwGFfqR80woE11LQdx1A+IAHTXFpOqror9hcbF1QxaGK3vKYzOiSH0wJGD58OP766y+EhoZizJgxOHz4MD7++GNMnjwZAwcOhI+PD44ePVrkfd67dw/BwcEAgDt37jA/x8bGwt/f39DuGFTRX4kIVfMbw56Al02oZY+hvvyF2xgO+XXEAn5rsJUKV/jzK/uLWtUPFFbz9+3bBx07dkSfPr1x8fhx+PUrPE3aWHsgHV2VfPKpYyhIiEPyqWPwedO0MwP4xCbXNRW/377B6n0zzkpgt/YRrPAXqe4XquwXYklVv+6MAF1Vv6ntewghhBBCSMUkGPRTdS8p54TOSqHWPYUkAgc86OCeaZRqJQpUBZxlEkjgaONYSiMixaGWawBS8rj98KMzotHUqxkkAmfElGe+vr7YtGkTZ5muEh8AFi9ebPV9vvXWq+zP398fYWFhJu2X3sErEFMm4eVXOesm4RWr5gdeVVQLVfNzWvbw+vLzJ9+1JOQXqsS3kZr+T4iplf38qn12eyFj1+uq+Wd8VDjJxoyPPkbymTNQZucIbmuIOi8LKedPY+OGDUg5f9qsqv7ibP9jUuW+QBsn0XXFKvyl+tX7Olr+67kIVf3WYEobLEIIIYQQUv7IKOgnFZBQz3lq3VNIqHUPVfSbRqia305qTweRKpharrX0Av0cZQ6S8/6fvfOOj6LO//9rZrYlm2wKCT2hSxFEiqAgoFg4wANEz3KIgF1ODlDUn35Pz17O01Ph7rALWE70FHsBOYqigiBKF5AWSiCF1K0z8/tjd2ZnZj+zO7sJCQnv5+Oxj+x+5jOf+cy2JK/Pa17vkkaaEQGQ0H/KYHTzW0Fx8wP6ArxacR/Qi7lmxXdTFfm1xBPvzUhW7K8viv8XdvMrl9YUFhZizJjRKF6xIumxSlb9D2PHjA1fGTB6DEpW/6+eZxsl0cKANmcfsB7Vo+2baB/tMZIR+40RPlqsRPIkG99DEARBEARBnDqQo59ojrDewyTGhmEW46XPvCVqGEJ/Gp/WCDMhTiRptjS0Tm8d0763ck8jzIZQoG/wZkKiIryA3m2sFOGN5+Y3K8CrwAsybDYpJrIHgMbtn1jkdwl6kd/o4k8k8NuF6I25PYkFAuNiQ6CqBj8+8i8EqmILyZgRrK7B0W+ibn4Fo6vf0lg11Sj57lvMmT0LADBn9qwYV3/QQgxQXWN7tBjFfiA5wd/KPkZ3f/iOudjPghVNlYyIn8idn0xOv9nnk2gcjhw5gocffhhXXnkl+vbti+7du6OoqCjhfgcPHsStt96K888/H2eccQYGDx6MyZMnY+XKlTF9JUnCCy+8gJEjR6JPnz4YN24cvvzyyxNxOgRBEARBNAA8F/vPBgn9RFOHJVyzImtORZjFeBlXQBCxsBz9Lt7VCDMhTjQdPB1i2vZX7Ycoi4zeRENAQn8zg1WEN1k3v5UCvKzIHkBffNeqyK8lnsCvFfTNxP14or9R7Lfi6j+4dBWq9x/CgS9XJ+4cwejmV0jF1a+4+XVXBlh09VuJ7Uk12ocl9gPWXfusfeIdhyX2azG6+rXEi+85kYg2+no9Wdm3bx8+//xzeDweDBw40PJ+tbW1yMnJwcyZM/Hiiy/i0UcfRXp6Om666SZ89dVXur7PPfcc5s6di0mTJuGll17CmWeeiZkzZzIXBQiCIAiCOPlhuZxJyCCaOhIjioYVU3UqQsV4U6cmGGtuJKG/eVKQWQiB1wtw/pAfxTVHGmlGBBXjPQVJ5OZX+2jFUENkT7xcfkXkV7Ai8hsFfi1mTv1EKPsFNX9/23kgqDEtmBXnBcJu/gNf/4BFCxdiyvXXoWDUMDgy3bqiu8aivaqbf+lS5ph3zJqNCy6+GK3OOw+cMzPu/FU3v2GsObNnYeTFFyNv2PmQHR7mvjoHfz26+bVoxX6zcVkCvtniglkBX6UIsFoAOFKg10oBXqWYrraN1S9k52ELst8IVgryEk2Ls846C2vWrAEAvPvuu/jmm28s7detWzc89thjurbzzjsPF1xwAd5//31cfPHFAIDS0lK88soruOmmm3D99dcDAM4++2zs27cPf//73zFixIh6PBuCIE40K9YfwMLPt6Gk3Iu8nDRcO7onzhtQkHhHgiCaFRTdQzRHWMVlKaM/DBXjTZ3qACO6h6PonuaIXbCjXUY77K/cr2vfW7EXbTPaNdKsTm3oG7wZYLUIbyI3vxLToywCaN38ujx+QY4R/Fkiv80mJSXymzn4FZSIn0Q3I8kuFChj7PvsG4wdMyaSjT/akqv/2MrlTDe/QjKu/mMrV+jc/LoxRo/B0ZWJx6gLyUTxKFE72lu8ceO6+Bnt8cYjiGTh+fr71Wez2ZCZmQmbLbpuvnr1agSDQYwbN07Xd9y4cfj1119x4MCBejs+QRAnlhXrD2Deuz/jWLkXMoBj5V7Me/dnrFhPn2OCONUgoZ9ojrCieyijPwwV400dVkY/OfqbLx09HWPaiqoPICgFG34yBAn9zR1jREk8Nz8QLcCrE/ltiIr7jFx+KyK/zR6+acV4bRa/mcAfT8A3I1F/K3n9iptfydm/Y9ZsHPzf93Gz+oPVNTiy6ruYbH4jd8yajWPffotgTewvP+3xS7//Rs3mNzJn9iyUr12ty+pXsOrmtxLbk2zuvm5fC+J/MmK/rp0RvRMvvkcLFdsl6ookSQiFQjh27Bj++c9/Yu/evZg0aZK6fdeuXXA4HOjQQZ9X2K1bNwDA7t27G3S+BEGkzsLPt8Ef1Edz+IMiFn6+rZFmRBBEY0FCP9EcYb2HOYbAfSrCju6hz3wiZFk2yegnR39zpU1GWzgFh64tJIk4WHWwkWZ0akNCfxPHWOQzkZtfEfkBIBRRvFkFeFXi5PLbbJJO5FdQhX2bpBP8E7n4WQJ/XXAJgK+yBp/d82+INeYCPSurX3Hz67PxY1392tiew1+vwIgRw5Geno7S0lLTm9vtxnnDR6Bk1QrmfCSJQ8nq/zHd/AqKq798zfKYfVn3ASBUW42i155CqLY65Wz+usIS/c3c/cY21kKBVdE+UWFdhYbI7ieaPk899RROP/10nHvuuXj55ZfxzDPP4JxzzlG3V1RUwOPxxPyTlJWVBQA4fvx4Q06XIIg6UFLuTaqdIIjmC8/xMb/bZVkmsZ9o0rAz+uv4j3gzgR3dQ47+RPhEH0KS3iRh422wc/ZGmhFxohE4AQWZhTHteyv3NMJsCMrobyawCn+y3PzG+5LmJyuyxyyXX4ni0aIU31VEfiBxVA8QG89Tn/z68Tco++0wtn70DfpfM0rN6zdm9WvxR9z8C77SZ+PfMWs2Lhh1MdpcOAKODHfMfjX7i7ByXxHOPvdcS3Nzt9eL+Ir4HqqpDrv5TXL+FZSs/pwhI2FzZ8QV+SWRQ+X3yxAsPoDK75ch+7xLLc0RMM/OryuKcK9caaBm8FuYj6VCw3Ey/Ot735CNhy1E/+SdKkyZMgVjxoxBSUkJlixZgjvuuAPPP/88zj//fADhf/pZTqi6XOq7efPmlPclCCJ1POkCKmpji2160gWsX7++EWZEEERjwnN8TAFeSZYo6oRosjAd/QyB+1Skvv+eP1VgFeLNsLvpSpFmTgdPR+w6vkvXdqTmMHwhH1w2im1qSEjob0bEc/MnKsBrFtkD6HP5FeEfQExkTyKRn1VwV+vgN8NtM/9lWhMy/2XhrazB1i/CxXSnXn8deo07F4I7VqA38tsneje/guLq/+mrVeg0cXTMft1uvVX3WGLovtorAPR9o+dRsvp/OG/4CPXKADOUKwM2frsceReOZ44FhIX0UG01KtevwqKFC3HttOuQOegiCOkZpmOzSBTjk+pCgFJsVzmGdhyroj5BNCStW7dG69atAQDnn38+Jk+ejCeffFIV+rOyslBRUREj+FdWVgIAsrOzkz5m79694XQ66z55giCS4gaEM/q18T1Ou4AbJvTFACrI26zw+/20qEokhOd4iIgV+gmiqSIzisvSwlUYnuXop897QliFeN2O5LQHounRMr0l0u3pqA3Wqm2SLONA1X50yzmtEWd26kFCfxPGWIRXi9UIEmNkj5JzHo7skWJz+U2K71oV+a0K/PHEfbN+RtF/05JvMEYppjtmNLZ+9A36XD0q7nj+qhrsXfYDXvmK7aZXXP3tLh7OdPUrpCryA4Dv4AGsLNofuTIg/usoA0hrGxUaWCI/AFR+vwxjx46NPBdjsPqHZcg5f0LcsZMl3kLACRHreQ5I0bFPEPVJ7969sWDBAvVxt27dEAgEsH//fl1O/65dYYdDly5dGnyOBEGkxnkRMX/h59tQUu5FXk4arh3dU20nCOLUQuAEBKEvLkjCH9GUoYx+c5gZ/RTdkxBWPn+GnYT+5g7Hcejg6YhtpVt17Xsq9pDQ38CQ0N/MSNXNrwj+ACDZeNW5r4j3Wje/FZHfNI8/jsBvVdw3w22TVbFfcfM//2VYsL995mxcOOrihK7+3z75BmPGxrr5FbSu/oLfj1XbQ6H4rgeWyG8mfne8fjqCJosCZvuyxlJEfsXNP2dZ+LmYM3sWPrvoYngGX5i0qz9VEsX/aF39ccex2I8gGgpJkrB+/Xrdd8awYcNgt9vx8ccf47bbblPbP/roI5x22mmm3y8EQZycnDeggIR9giAAUEFeovnByujnqZQjAHaEERXjTUwNQ+h32zNQA/O6iUTzoKOnQ4zQX+ItQXWgChmOzEaa1akHCf1NFKObX1tsNJGbP2FkD88uvpusyG/VxV9Xgd84Vk2IU938umK6CVz9idz8Coqrv/X558HOcPUb3fxGkT+eu70+BX4Fxc2vfy5OjKs/EVaieJp6XI8kcOBFcnqc7HzxxRcAotn3q1atQm5uLnJzczFo0CAcPHgQF110EaZPn66K9XPnzkVFRQX69++PvLw8lJSU4L333sMvv/yCp59+Wh27RYsWmDp1Kl544QW43W706tULn332Gb7//nv861//aviTJQiCIAiiXmAL/bF1PAiiqcB6/1J0Txjm550c/Qkxc/ST0N/8yXbmIMuZhQp/ha59X+U+nJ7Xu5FmdepBQn8zwqqbH2BH9ii5/Iqoz/ORyJ5IdE9dRX6rAn8yBXl9jL+r+dpqnZtfQXH1dxt7LlyeWIH+t0++wYjhwy1l448YPhzbv16JDuPH6Nz8WpE/GRd/sgK/aZtB5De6+RVScfUnyug3wzhPMyHfzK3f1IV/4uRk5syZuscPPvggAGDQoEFYtGgRZFmGKIq6glu9evXCggUL8Omnn6Kqqgr5+fno3r073nzzTQwYMEA33uzZs5Geno6FCxfi2LFj6NSpE5599lmMHDnyxJ8cQRAEQRAnBHL0E80NVhQNRfeEYRfjpc97IpgZ/fbEtRKJpg/Hcejo6Yifj/2sa99buRe9WpxO3y0NBAn9TZBEbn7t42Qie5RcfkXc1+bzpyrys1z8LIE/GXHfuJ9R7P/x/TjFdMeMxo5PvkHfP8a6+iv2HMTK3w7inGHnJjyuDCCzsL2ujZXLr98e+6VWHw5+IFbgV6j47mudm1/Biqs/VWGfNY5Vsb8+4Rsgv1/mOXBUJ6BJsmPHjrjb27dvH9PnggsuwAUXXGBpfEEQMH36dEyfPj3lORIEQRAEcXLBEvpFEv6IJgxroYrnUvznvJnBijBiRR0RUSRZgjdUG9OeQcV4Txk6eDrECP0V/goc95cjx5XbSLM6tSChv4mjiPohG6+L7FHc/EZMI3s0ufyKuK8I+fFEflbRXTMXv1HgT1XcN6IV+72VNfjls7V45kt2/I7i6u9+ybkQDLE7Z997HQD9woHiyte69rVOfbNsfm2fZAX+VN37xr5ibTWqNqyMcfMraF39nCual1ZfAn99Ybog0AQEdtHGQwiFPyNTJizCgiWTG3lGBEEQBEEQRKqQo59objAz+sl1C8DE0U/RPXGpDdbEvKdcNhfsvL2RZkQ0NBmOTOSl5aHEW6Jr31u5j4T+BoLC15oYRje/kUQFeLWRPSEbr0b2GIvvWim8ayby24X4Ir+LEeOjkCaY3+KhjGfm5lfQuvoVAiZ/m7Oid3TbLUT2GEXqYJA3FfklidP1Vx7HuPpFjinyG/tW/rCM6eZXUFz9FT8sU9tOlMhfX+OmWoiXMvMJgiAIgiCIusJ2+JLQTzRdWFE0VIw3DEX3JE91MDaHn2J7Tj06ZXWKadtXuVcXi0ucOOgbvAlj5ubXEi+yR5fLrxH51QK8uqK85iK/g9eL/Foh322TVZGfJfAnI+Yn6idVh938s2fOjjvO7TNnY+eXP8BfFftLiJX5z3Lzs0T+UJBPKPLHzNkg5icS941Ct1l/1c0/e1bsCWmYM3sWqjeshFgbm6NH6GOxCIIg6pujK1fhxxtuxrcTLsePN9yMoytXNfaUCIIgiDgI5OgnmhkSYt+/HBXjBWAe3UNipTk1JoV4iVOLwszCmCuDaoO1OFp7tJFmdGpB0T1NCJabP1EBXgWtyC/aeHWbsfhuVNiX4XSKlkR+QC/yKxhd/Fq0Yr09ib8jglJ0f69BlP/hv8kV0/31k2/Q5+rYrH4gsZtfQSvyR9usCfzxHgOJo3niUfnDMowYMcLaczFiBNavW4pck6z++qK+cvnNxuAirv1E2fwNkd1PEASRiKMrV2H3P+dD8vsBAP5jJdj9z/kAgJYjhjfm1AiCIAgTWNnlosxwChFEE4Ed3UNCPxB29HMcFyPsy5DBgQxhLKpZQj/l859yOG0utHa3waHqQ7r2fZV70crdqpFmdepAQn8TxViAFwjn8ivbWJE9ITsfm8svSDEivhLZYybyJ8rjNxP4UxX3tdh5c7H/yM5D+GnnQQwdHi2mG0/SzenULuHx4rn5WcV3E4n8xmiemP1NInmsoO0XOLIPK3/aj8FDh1na19mm0FK/E4ly7sksBjS0aB+yCbCFREgCFxMHFLLxsEXy+FnbAcrpJwgiyv5Fb6oiv4Lk92P/ojdJ6CcIgjhJoYx+orkhMRaqKKM/CgcuJpdflmWQzs+mJkDRPUSYjp5OMUL/gar9GNBqIASeCn6fSEjobyJYcfMDUdGfFdljlsuvOvojP+12CQ6naEnkN3PxswR+o7jvFKyLtH6NAK6ME5T0Yv/Vj08DoI/fqQlF91Pag2J0fy2s2B4Fo8OflcmvFaiTEfhTEfcTbc+/clbc7ewxT2wh3kSLHAn30T5PFgV+rp4WAmSeS3ksbUFegiAIBX8J+2ors3aCIAii8SGhn2husGJoyNEfhee4mH89JUgQQEIlC6ajn6J7TknaZbaDjRcQkqJCm18M4HDNIbTPZNeRJOoH+gZvghjd/GaRPVpx35jLb3PKMcV3bTYpZZHfmMUPRPP07Rrnv1OQ1VsypLJPPBSRn1WIl5XDr24ztCUj8uuy+BmZ+6b5/Jp2q9vNbomoj2idVMa16uY/UfOrC2b1MQiCIOLhzGuRVDtBEATR+JDQTzQ3WO9fjmQiFVa9AsroN4cl9LtJ6D8lsfN2tM+IFfT3Vu5t+MmcYtA3eBPAzM1vFBiNkT0AYnL5WcV3tSJ/OKc/eZEf0BfbNRP464p2DGXsREV864pZZE8ikZ8lslsR983E+VTFey0nQigXa6txaMHfLBf0TcXNnyyNlcOvvcrGDOXzTBDEqU3h5EngnU5dG+90onDypEaaEUEQBJEIttBPGf1E04VVjJeie6LwjIwemRb3mASlIHwhn66N4zik29MbaUZEY9Mxq2NM28HqgwiKwYafzCkECf1NDK2bX3msuPkBfWSPIu5rc/nBc2pED0vkdzhjM/utivyA3sUPsAX+dJtk+caCJfZbJWjyd7gS22NWhDcVkV/3UyPwJxLxjY9TEfTjkWi8ZI9V+cMyBIsPoPKHZfUyHnMMRmxP44n50VoY8dBuFy0sABAEcWrRcsRwdPnTLXDm5wEcB2d+Hrr86RbK5ycIgjiJYQr9DKGUIJoKLEc/RfdEYTn6pbiVAE9daoKx+fzptnQIjCLmxKlBK3drOG16Y5MoiThQtb+RZnRqQBn9JzlaN78iHCpu/kSRPRLPQVRy+pXiu4aiu1ZEfodScJcHMh3h+2ZZ/FqBX4uZaJ8IZb9aQ2SOU5B1uf3arH6XED9v3wqKsM8S/uOJ/CyBX4EVuWO2LR6sTH8A4JO8YkI5JiuXX5I4S3n9Ym01qjasxKKFC3HttOvgGXwhhPTopXnxzlltY8T2MPvFeY440br4L/Ecs1/IzsMWlNQ8fqWfUlg3Xk5/shn+zz+8FQuWDLDcnyCI5knLEcNJ2CcIgmhCsAQriu4hmjKsGBqK7onCMR39JPSzYAn9GVSI95RG4AQUZhZiZ/lOXfu+yn3onN2lkWbV/CGhvwlgVoBXwRjZo4j8Srsi9muL7ypCviLyG2N8tCK/FRd/MgK/lQgfv0HMTrdJMWJ/XWHl8wOMHH6Dmz9837rIbyZgx3XVm4j58WDtY0X8NxP1rYj9lT8sw9ixYzFkyBCMGTMGq39YhpzzJ6j7G8czm3NjZO8bBf1UUBYBtIRsPGyR4rva7VSUl0gF5R+JQCDQyDMhCIJo3ijfsyTgEPGgjH6iuUGO/viwYozoM8+mOlAV0+Z2UD7/qU5HT6cYof9I7RF4Q16k2dIaaVbNGxL6T2K0Wd7xCvAqbUpkj2QU/A3Fdx0OMSr6q211E/njCfypZPMbHfvKmFqxX+lj56PFda1g7GsW2xPSRfGw+2hFfisCv5mgbRTpUxW+jcK8Mm4iwT+e2M8aF4i6+ecsWwoAmDN7Fj676GJknHWRztWvHYc1N7NjMvs1cFyP0dWvELIJsIX0l40k6+qfMmERFiyZXG9zJZonwWA4v/DXX39t5JkQBEGcGgSDQbhcrsaeBnGSQkI/0dygjP74MIvxUnQPE1Yh3gx7ZiPMhDiZyEvLg9vu1l3xIcsy9lXuQ4/cHo04s+YLCf0nKYkK8CaK7JF5LtxfiC2+q2T0O51iyiK/UgDXKPLHE/iTdfIr/bVtJ8LZHw+tu98Y2WNF5DcT+OtL2DdiHEcR6K0I/vEc/CzBX3HzFxSEK6kXFhZizJgxWLVuKbJHXGo6p0RzttLnROfzm4n2rHZy9RMnErfbjdNOOw12ux0c/dNFEARxwpBlGcFgEG43xQwQ5pDQTzQ3WFcxkaM/ChXjtQ4rusdN0T2nPBzHoWNWR2wp2aJr31e5l4T+EwQJ/U2AsHuf1z1Wfhoje0I2PjaXX5CYxXeTFfnjRfWYCfwscT/NEOfjNbj0gVjB3+jur28UEZ+VzS9JqYv8ZgJ/KuK2ESsZ+kaBPpHgH8/Br90edvOvwpxlX+m2K67+zIirP9EVDInifVKJMEoFxbmv5PSzthmz+hO5+q2I/eTqJxLB8zwyM8kJQxAE0RCQk59IBM/I6BdJ9COaMKyFKpaL/VSFivFah+3op+geIhzfYxT6S72lqAxUwuPwNNKsmi/0DX4SwirAC8SP7BFtfGwuv6H4rlbkdzhF8DwSivxum8wU+Z2CHCPya9uU+2k2KeZmhLXd6tUA2va02L+7VXwiENRosko+P6tor1b0Z+Xym4n8ymPtTd1X5HR9tLD2s7oQYLU/az7J9DdStXYpxo4do7r5FRRXf+XaZUmL/CcC5XOiLo7x+p/Kdi2hyCoWa1tMX5ugG9/qflq0EV0EQRAEQRDEyQs5+onmBsudzpNMpMK6opYc/bHIsozqAEPop4x+AkCWMws5rpyY9n0Vext+MqcA9A1+ksKK7NGK/Iqgr83l10b3aIvvqmK+QeR3pYUSivyAeR5/uk1Cuk1SRX3tzUzUt4KZ2K/AKvBbH+hiehiRPUB8kV/brtvGEPiTEfStYmVM1uKD1TG1bv7qn1ZhzuxZzH3mzJ6Fmp9WQqyN/UUfT+RP6OZPIq5HSlJsT7SPZFgwYIn5WrFfgXUlDqD/fBMEQRAEQRBNA7bQz3AOEUQTgXVFCmX0R2EtekhUtD2GgOhHSArp2my8AJdAV8oRYTp4Osa07avcy4wPI+oGqU0nGWYFeLVoI3u0P0U7b5rLb7OHRf5wAd7kRP40AfDYgQw728Wv/WkU+NMEyfJNS7C6Gvdd/zICVdGct3gZ/3aL72RW0V5jgV0FlptfuR9P5FfbDQJ/IiFe3cfCLRFxj2NytYEVJImLZPPHuvkVwq7+0aj+cSnzGFZEfqvbYvpaEPhTdfWbif2Kq1+Ldj8rYj+5+gmCIAiCIE5+BHL0E80MVmFZyuiPwnT0U3RPDKzYHrc9g2qMESodPR1j3g+VgSqU+coaaUbNF/oGP4lgRfaw3PwAdLn8krqdV3P5eUEv8ocFfhkOZ9Tdb1Xkt+Li1wr8ZuJ9IrT7LFn4HfZuP4JP31zDFPjrw9VvFttjdPMbI3sU4or8DIHfCEu8N4vxMY0CSiDSJxL8jfNJhFhbjZqNK03d/ApaV7923IaI6zFijO/RYhT7tQsF8SJ8jGMlivAxE/u1kNhPEARBEARxcsMSQEVy9BNNGMrojw9HxXgtwRb6qRAvESXdno6Wafkx7Xsr9zTCbJo39A1+EqOI/OH75pE9Ska/WnzXrhfzeV6G0ylGRX576iI/gIQCvwIrn99KZn+gqhpfvLceCxcuxFf/XYeq47UxVw7UhQDL1R8yiPiGPsbInkQif3ScWDHd6Pavj1z+VAX/eAsILKrXLcWIEcORnp6O0tJS05vb7caIEcNRtVbj6re44KDMIxlkjXhudOwD5ln9ujEsiP3G/fRivnWxX8EY4UNiP0EQBEEQxMkLZfQTzQ1mRj8J/Srszzw5+o3UBGti2qgQL2GkQ1bHmLb9lfvo92g9Y2vsCRBhzArwAhpx0iSyx5jLbyy+63SK+nabpObuG0X+eHn8WrHdGM+j3k/Baa/s442I7e8t+B5jxozBkCFDMGb0GHzx9rf4w60XJT2uFbSxPcYIH62bH0hO5Ddzy8eI2knkzuvgY8fjeVk9Dm+yICJJHHg+dpsyjnabUWznBRmh4n1Y+fM+DB46zNI0na07NIqLX0HiOfCG51gSOPCirG7T9pF5DpyhLWTnYQtKMduUcZR2ICz220Kiuk07JmsOQPgzL4ToFxtBEARBEMTJDgn9RHOD9f7lGS72UxV2dA995o1QIV7CCgWZhfjxyI+67x1vyIejtcVo7W7TiDNrXpDQfxKRsABvRNRXIntCNj5+Ln+k+K7NLsHhkHRiPwC4bYlFflYWv9bBr2AU+B0WstIDBvEzzSbhSIkPnyxejy+/WAYAmPnn2Rg1+iL87uqhyMxOh5/h9HYKMrNdSzDOFbXGIrySxC7Aa8SKyM8U+E3EfaMgrXZnPZfavgbRP5HgzxL1jdtY2yWRQ85ls5lzNCORyJ/qIgBLwJcFDlxEPNduV+5rBffGEvtDNh62iKhvJvZPmbAIC5ZMTul5IQiCIAiCIE4cJPQTzQ2JkTdP0T1RqBivNViOforuIYw4BSfaZrRFUVWRrn1v5V4S+usR+gY/CTAW4GWK/EJU5Ffc+6rDXxvZYyi+63CK4Hno2tXIniREfqcgI9sphuN2NBE92vgdB8+pNwAQeJvpjdUfAJYs+g5jxoxVC70WFhaqrn4FY5SQGTWh8LhKFr+2EC8rn9+IJHGmkT2JRP6YYrySHL0hLOobb2Yk7KsZVztX7TzMzi9REdxkYoWS3Sdpkd/C4pFu/DjxPEBsjA8z6sdCjI+xOC/AjvGJbqPivMSJ5ciRI3j44Ydx5ZVXom/fvujevTuKiooS70g0GF988QVmzJiB888/H2eccQZGjRqFp59+GtXVsW4oovFYvXo1rr32WgwdOhS9e/fG8OHDMXPmTOzatauxp0bE4frrr0f37t3xj3/8o7GnQjRDeE6IaSOhn2jKMB39JPSrUDFea7Ay+im6h2DR0dMxpu1A1QGIEtW7qS/oG7yRiRfZo6AI+kBYXBRtvJrLL0aEf6PI73SKkQK8gCstFCPyp9vZIn+GXVZFfmMWf7iPucDPEvPNMPZx8Bwqymux5D8bMPPPetf4zD/Pxufv/oiq47VJPruxaPP5jbE9LDc/YE3kN7Yp+5mJ+3WlIQV/Yz8rxYKtjJUSWqGeJeQLnGlev7HwLsAW+5Mp0JuM2G+lOC+J/UR9sG/fPnz++efweDwYOHBgY0+HYPDqq6+C53nMnj0bL7/8Mq6++mq8/fbbuO666yAZi8QQjUZFRQVOP/103HfffXj11Vdx++23Y9euXbjiiitw8ODBxp4eweCTTz7Bjh07GnsaRDOGHP1Ec4OV0c8qQHuqwhT66TOvQ5IlE0c/Cf1ELG0z2sEu2HVtQTGIg9X0t3V9QdE9JwHJRvbE5PI75ZjiuzwvR4vvWhD5Pfb4efxagV9B69xXsHEOS+cckgO6fUUphMUL1urc/AqKq//TN9fg0ltOTFa/EUvCtxgrbuvaNKK7VXGfE2VIPCD7ayDWVkDyVUHyVkPyVUPy10AOeCEFfJCDXsihIGw5beAZdGn4cJHXw7vjB9T8/GX4kkuOAwQbeJsdnM0OzuYA73SBc6SBd6TB3qIN0rr2150zK9KnPrHy3PKCJn6Il/X78Jz63LIifABrMT4AwjE8mhgfALooH21Uj7KNFeOjm3tkXCA2xkcf8cOO8dFCMT5EKpx11llYs2YNAODdd9/FN99808gzIozMnz8fubm56uNBgwYhOzsbd999N3744Qecc845jTg7QuGSSy7BJZdcoms744wzMHr0aHz55Ze47rrrGmlmBIvKyko8/vjjuOeee3DHHXc09nSIZopAjn6imcF6/wrk6Feh6J7EeEPemPeRU3DAIVjThohTCxtvQ0FGAX6r+E3Xvq9yLwo9hY00q+YFCf2NCCuyR0Eb2QNAdfBL6iJAbC4/z8vs4rvauB7emshv5uIHYgV+q+K+FmUfRfCvqgjgv29Hs/mNKFn9YycNgSOz/rLetPn8RoKRYrwsN79pXI9B5GeK0LIEqaIMoYpiyGIAaR3O1G2v3bQcx1cvtDR/R5vTgIjQr4rZNeUIHt5paX9X576q0K9QsfZLVK3/EkJGDmxZLWDz5IV/ZreCLaclbJ48cHxqf/wl4+RPRuwHYp9ro9iv9NHeV8X6yOfMmNsPRC970mbzG8V+5Rhqbj+SF/sVqDgvUVf4FD+fRMOhFfkV+vTpAwAoLi5u6OkQSZCdnQ0AsNnoT+iTjaeeegpdu3bFJZdc0uSFflEU8fe//x0ffPAB/H4/zj33XDz44IPM746VK1filVdewY4dOyBJErp164bbb79dd0VX9+7d4XK5dL8fVq1ahczMzAY5n+YEOfqJ5gZl9MeHivEmhlWI102FeIk4dMjqGCP0H6w+CL/oh1NwNtKsmg/0X0ojYRbZoxX31Qx+jXtfEfyVXH6HXYzJ5dcW33WlhXQif6YjLPIrpCLyswR+G5+c2B+SAroxFr3yNcYy3PwKRle/lQK8Zhjz+Y2xPfFc+qY/GSI/J4oIVRxDsHQ/gmUHESo7hFDZQQQrjgBiKHz+nlYxQr+QnmX5XGQxGNuYROwD74r9By9UWQqxqgxiVRkCh3czdhJgz2kFe4u2SD9tINy9zrZ0rHgiv+itxvGPnkf2uD9DSGP/URBP7AfMC/QCqHd3vyL2A4AtUvwhpkgvrIn96vypOC9BnNKsXbsWANClS5dGnglhRBRFiKKIQ4cO4emnn0Z+fj7Gjh3b2NMiNPz4449YsmQJPvzww8aeSr3w4osvYvny5Xj33XeRnZ2Ne++9F3fddRdefvnlmL4VFRWYPHkyBg8ejPT0dCxevBg33ngjPvvsM7RpEy1s98orr1CcWz1AQj/R3GDF0FBGfxRy9CeG8vmJZGmV3gppNhe8IZ/aJskSiqoOoEt210acWfOAhP6ThJQiezQufiWX31h81yjyK7gEayJ/fQv8xv1CUgDHy2vw37d/xBdfLI27z8w/z8ao312MC68aiszs9JSOq2DM4TeiLcKrwMzgh0bkjwi34tF9OL5qIYIlByAHfYhHqKYUnCjqXBO2tCxwdheE9CzwrkzwaZngXRngnW7wjjRw9jTwdic4mxN8RuyiQHq3wXC07AzIEiROBsQQZDEIORQM/wx6IQW8kP1eOFp3irrmI+8FseZ43DlDEhEsPYRg6SEIOW1gvL6iZsc6yAEfHG06Q8hua8n9793wJaRj++H96UtkDLlMbVfmpHX2A5rXhY8urkjeKhz/4nl4fvdn2Jz6Pyy0gn88dz8A1Z9hdPezxH4AzCgflthvROlvFuFDYj9BnDoUFxfj+eefx5AhQ1RnP3Hy8Ic//AFbtmwBAHTo0AELFixAixYtGnlWhEIwGMRf//pXXHfddejcuXNjT6deWLx4MaZPn64aYO68805cdNFFKCoqQvv27XV9x40bp3v8xz/+Ec8//zw2b96sE/qJ+oEt9FMBQaLpwlqoYrnYT1Uooz8xNQyhn/L5iXjwHI9CTwfsKNPXVdpbuZeE/nqAhP5GIFEBXrPIHtHOMyN7tLn8xuK7QFjkt0diepTInjTBXOS34uI3CvzJxPcocT3KOAte+RLDhg9Heno6SktLTfdzu90YPnw4vnh7Df5w64WWjxcUgSDjd3G82B5A79o3RvaIgSACR/bAV7QL6f3GgOPDTzAvyZBdGQgkiM7hXZmwZbWC3dMSshgEZ4tenuTI74yCaf9mz4lRgBYRYVgRswV3DgR3Tvz9tAVppYhbPiKm5/7uBkjDLkeosgxiVWnY4V9xDKHjxQiWF0OqqVD3tbdoG+PUr/zxKwQOhs+fs7vgaNsFznbd4Gx3GhxtuoJ36C/FEr3V8G5agUWLFmLytOuR1m9UjKvfTPAPz58DeA6+TV9BLtkP3y9fIX1weLEgnsPfapyPEeVdoy4ImOT2G8V+o6sfSCz2ayGxnyCaJzU1Nbj11lshCAIef/zxxp4OweCpp55CdXU1Dhw4gFdffRXTpk3DW2+9FSO4Eo3DSy+9BJ/Ph1tvvbWxp1IvVFVV4dChQ+jdu7faVlhYiIyMDOzYsSPh+2779u04fvw4unXrpmufNWsWgsEgCgsLceONN+Liiy+O2beyshKVlZW6tpqa2AKLpzLk6CeaE7IsM93pLBf7qQo7uocc/VrI0U+kQkdPxxih/2jtUdQGa5Fur5ux91SHhP5GIl4BXgDMyB6J59iRPcZcfkPxXbugz+VPE4AMe2KRP5HAbxT3BU5fOVt3vnI0YsbGOXRi/7ZNh7FlSxFGnHeuZo/oL8/o3x7hX7KderSN99TGRPMoBFhiPyO2R+vmV4RlWRLhK9qL2j3b4d27Db6Du4BIbI6joA/seR1UUVnIyAXvzoZUcxy8KxP2vEI4ctrDntMW9px2sGe3Ae8Mf3GpQrTR9S3rs+UVtMK1cRsnyqqQbUQbV6M7Hh9dzFDFc94FPrM1XNmtmGNJAS9CZUcQLD0IZ0EP/bTFEILF+6KPgz74922Bf9+WyNgCHG26wFXYE87CXnC27Qrvhi8xduwYDBkyBGPHjMZyg6tfdx6C5vw1or/orYJ/y//UxQLXmaPAOzN0z5H2uUso+Ef6GeN8EkX5sMR+QCvox4r9Ciyxn/L6CaJ54/f7ceutt6KoqAiLFi1C69atG3tKBAMlTqlv374YPnw4Ro4ciRdffBEPPfRQI8+MOHToEObPn49HHnkEgUAAgUD078tAIIDKykq43W4IQmwB1ZOV6uqwYJKRoRdJPB6Pus2M0tJSzJw5EzfccAM6duyotr/++uvo3z9ck+nrr7/GnDlzMG/ePAwfPly3/4IFCzBv3jxd22mnnYYHHngAe/bswZ49e1I9rWaDT/LicNUhXVs578L64+sbfC7r1zf8MYn4NLXXRJIlHK7Uv585cNhQu6GRZlS/1Mfr8Zv3NxwO6J+jrce34bijwmSPU4+t1VtRIR7Xte2t2INKe2VM36b2GTkVaKzXRJZlHK8+Dq9Uq2v/quxLFDipKG9dIKG/gWEV4I2J7BESR/bEy+XXivzp9liRPxItzhT5zVz8ZgK/Udy3866Ycw5KPl0/UQ7qxP6XF90EIJrbH5IDEKVwhn1AkuGNOO+9YuRniIff4hWyZqJ/IiSJQ7DyOKq2b0bVri2o/W0bJF8ts2/g4A7Y8zro2vJGzYTgzgGfngXBoOHzkhwr7JsQT9iPEe8RzaKPJ/jrxpFkndgPaOJxDJE+6hiONDhad4KjdaeY8WVRhOfscQgc+Q3+w7t17v/IoAgc/BWBg78C332I/D/cAd+mFbjzH18BAObMnoVPLxrFdPXHnItmXjUb9YsFy37+EulnX647T1bR3niCPyvOR3d8i2I/AF0uf12K85KrnyCaD8FgEDNmzMCmTZvw2muvoXv37o09JcICHo8HhYWF2L9/f2NPhQBw4MAB+P1+3HnnnTHbXn31Vbz66qtYsmQJevbs2QizSw23OxyKaBT1KysrY8R/LcXFxbjuuuswdOjQmGLE55xzjnp/zJgxWLNmDT7++OMYoX/KlCm49NJLdW01NTWorq5Gp06dmMWATzVqg7XYt2ufri3NloYB3QY06DzWr1+PAQMa9phEfJriaxKSQti541ddm40XMKB70zoPFvX1ekhHRKBc39ajdXd0yzmtzmM3F/bv3If0kN6BPbjL2fA4PLq2pvgZae409mviPObAppJNujaXy4UBnVKfU1lZ2SlvTCChvxEwi+wBogV4tZE9yoKAaOdhc8oxufxKZA8rl58l8jsF2ZLIb3TxK4+1oj1L2Dei7aOI/orYD+ijfBQE3qaK/Wk2SRX764pV4f/A4ldwfOPauH2E7NZwtO0OW4sCnXjMiTIcLTuF2zQauTFGJlnMRP9kBX8r7n4gseDPnKPDCc/Zvw8fW5YhVpbCf2gn/EVhcT9YUhTt63IjVLQDY8eOUTNoPR4POha0x6FV/0H276aB42KLIxsRvdXwbV6BO581LhZcDCEtU432Uc6V9dyxBH9tH22cD2/oo0Tz1JfYr0B5/QTRfJEkCXPmzMF3332HF198EWeeeWZjT4mwSElJCfbs2YPf//73jT0VAkDPnj2xcOHCmPZrr70W48aNw+WXX47CwqblCvN4PGjbti22bNmiLlAcOHAA1dXVpguCRUVFmDp1Ki666CLcfffdCY/B8zxkRlyHx+OBx6MXZsrKyhJeSXAqIbCie5iWEII4+WHn81NsjxaK64pPSArBG/Lq2jiOg9tmrORHELF0yOoYI/SX+cpQ4a9AljO2HiVhDRL6GxCtmx+IX4BXG9kjRnL5wXPgeUlXhJfnZTicki6XX1t890SI/Cxxn5PYCrrM6y+VtvMundivxcY7EJICMdE+CmmCpLr6FdJtEmqTXATQFuKVZRnBmhoIaW5dbI8tK7bInpCZC1eH0+Es7AlHu17g0lsAkhwj8gN6UZ4l8JsVaGUh8xbEejDc+qh7nA+QmuAPhH/B27Ly4MhpgczTzwYAiLWV8O3fDt/+bQDHwbdpFeZE3PwAsHz5cmzfthUAULNnE9K7D0J6j7PgbNsl5o9OZX5K9I+yWFBYWBiOAPolNgJIgv5qBqPLP67gr47BKNSL+hP7reT1E0QivvjiCwDA5s2bAQCrVq1Cbm4ucnNzMWjQoMacGgHgwQcfxBdffIFbbrkFaWlp2Lhxo7qtdevWFOFzkvCnP/0JvXr1Qvfu3ZGRkYG9e/fi9ddfhyAImDZtWmNPj0BYmB48eDBzW9u2bU23nexcccUVeOmllzB48GDk5OTgqaeewrnnnsvM59+9ezemTZuGSy+9FLNnz47Z/uuvv8Ln86FHjx7gOA4rV67Ehx9+iGeeeaYhTqXZwXOxMVCiyf9BBHGywyoqyyO+yepUg2M8H5TRH6U2GFvHJc2WBoFvOpF5ROPhcXiQm5aLMm+Zrn1v5V70ze/bSLNq+pDQ38AkKsCbSmSPMZdfEfm1JCvyWxH4zcR9sz6K6K8V+xVYwr4yp0AdnfAsKg6U4Mj363H4u5/gyMpCjz9F/zGSJA6ZPc9EyeqvkFbYDeldzoCr4xkQcttBlnm1IK8xfodjCLJGkT8ZgZ+1j1H0N4r19R3nU1e0RXMBQEj3wN1jENw9BqHqm/9ipEagB4CvvoqK/mL1cVSt/wpV67+CkJkLd8/BcPc6B/b8AnAcF8nmr9ZF/yiYRQDxQrTosFb01xbWBWIFf2Ocj/ZP4kRivxarwj1F+BB1ZebMmbrHDz74IABg0KBBWLRoEWsXogFZvXo1AGD+/PmYP3++btttt92GGTNmNMa0CAN9+/bFF198gddeew3BYBCtW7fG4MGDcdNNN1EhXuKEctNNN6GyshKXX345AoEAhg4diqeeegoA8NFHH+Gvf/0rfvrpJwDAyy+/jOLiYixcuFB3dcODDz6IcePGoaysDA8//DAOHjwIu92OgoICPPbYY7jgggsa5dyaOuTuJZoTIkvoJ0e/DtYVDqwCxqcqVIiXqCsdPZ1ihP59lXtxRt4ZzGLYRGJI6G8gErn5tZE9irCvZvgLHHgbYiJ7HE6RmctvjyyeKm5+jz2xyJ9mszNd/EaBP0bcD/oSn7zdpdtX5gV1zKDkU48VkgM6Vz94qPE99UGgqhZ7Vv2EAyvXo3LPAbXdV1KCQEUFbJnZapuzVUd0nfMMOGcGJIlTrwIw/k5nufWVtvoQ+Y0oY7AEfytxPqlm92sFe0nkrMX48OZ9RG81vL+sxJxn9AL9H/7wB7hcLnz55ZeorIwW7xGrylC59nNUrv0c9rx2cJ8+FBmnD0Htxq91bn4FxdX/v5++hNvg6lfmzhL9zQR/45/AqqgvGHL9wRb7tW2SEO1HET7EiWLHjh2NPQUiDsuXL2/sKRAWuOmmm3DTTTc19jSIFGjq34GCIODuu+9mxvCMGzcO48aNUx8//vjjePzxx03HOvvss/Hpp5+ekHmeipgJ/bIskyBBNDlYznSK7tHDMz7XrCshTlVI6CfqSmFmIX46ukEXKVgdqEaJtwT56fmNOLOmCwn9DYAi8itufkXkBxAT2QNAfaxE9kg2Hg67GBPZw8rlNxbfTSTys6J6zFz8qshvFPdDbDd+eEBHtL9G8Ne6+yEhJsbHSKo5/bIk4eDGnfh16ToUrd0MKRR7FYLgdMJ75BAyI0K/JHHgeA5CmhuhEBcVgyXNzwSRPbptJgK/1UgW1hUgLMHfSpxPfYn9iUjUt3b9l0yB/oILLsAFF1yAYDCIa66dgnU79iBYWQbJG/0DIlhyEMdXLgZvE5iLBQqKqz99wMU6V78289+4YBFP8I9x9yN1sR8ARfgQBEEQBEE0MTiOA89xMY5eCRIEUFQF0bRgXY1Cjn49FN0TnxpGdI/bTvn8hHXS7elold4KR2qO6Nr3Ve4loT9F6vVbfN68efjmm28AhItGrVu3Tt32ySef4J577qnPwzUpRBvD/aG4hSM/tW5+UXPfSmSPWfHdVER+gbPrRH5OEsMif9AXvoUC6k32VUAOeU1val8guj/YsT/GKwrMUK5CcMZxldeEOGxcshqLb3kSyx58GfvX/KwT+TmbgLx+Z6DHjdfjrMcfQ2a3Xmo+v/r6MIrAKqK/lmREfl6U1ZtV4u3DSXLsMQyLEDFXFogyM2aI1VcbT6R9PljPg1Vkf1VYoJ89y7SP3W7HU08+Ab7mOApufBitr5yFjNPPBmcPvzc4mwOoKdctFsiyjOLiYnUMxdXv3fClbuzwIpmsW4zgBTl8U9r5cE0M5TMIhMV+WYg+1i7OSWbtmoUTbZvymWfVX9ASYnxvaL9LjFcKEQRBEARBECcWiu8hmguU0Z8Y+rzHpzrAcPQ7yNFPJEdHT8eYtv1V+yHKVAMnFRIK/eXl5cz7LObNm6fmzi5atAjXXnutuu2XX37BkiVLUpxm00UrxGnd/GYFeEUbrwr+2sgenpfjRvaYFd9VYMX1aPP4tSK/nXfBzrtMBX6dkJ8AtY9W8Ddg5126vH4tAm+DI8W8+OId+1F1RJ/1ldWlAL2mXIbhzz6E3rdej9y+Z0KCU90uSVw0g1/bJumd7qzIHiMskb+uxBP8Y/oaxH6W4M88Rh0jhszc/Mr7uObHrzBixHCkp6ejtLTU9OZ2uzFixHDU/LQc7q5noNWEm9Bx1rPI//31yD57FLyb1+gWCzZs2ICBAwfixhtvxA8//ABZljFn9izU/rwSXLCSLfBbEfxhEOyTFPuB8CIeoBf2tVdqhGyCro21AMC6sgMgsZ8gCIIgCKIhIeGPaC5IDGc6Ofr1kKM/PqzoHjdF9xBJ0j6zIKaAsy/kQ3FNsckeRDwSRvfcdtttmDZtGgDgtddew5tvvnnCJ9XcYLn5FbRufmYBXkHWuffNInvshitFjcV3zTL5zfL4VYEfUMV9HYFaayfvSFf35WxpUbHf7tJF+CgoWf3G+0acggy/EqkjSji6vxQ57Vvq+vQeczZ2rtoIuzsNHUYMQNvzByO9ddvwKYV4hOKnBamiv7ENrD+ITHL51e11ENUlhuirjKcVf83ifFj7nyjiifwK4tF9WPnLPgweOszSmM42her+vMuJ7DOH4PiKD3SLBUC4GJ0kSfjss8/w2WefoUePHpg8eTKGDTsXG35ciqzhlzLHj6lBIOlrEGjjfLRRPspjsxgfAGrhXmNx3ngRPkYSFeYlCIIgCIIgGg6BEwDo/5EgoZ9oirDet5TRr4eK8canhjL6iXrAITjQLqMd9lfu17XvrdyDthltG2lWTZeEQv/MmTPxwAMPgOM4/PWvf22IOTUbknXzK5Eeipvf5pR18TxWI3uMufzZTtGyyK/L4Y+I8qrIb1Xc1xKoBRzpunFU2Vkj9huz+pWivEbSBAleMfzLNuAPYsUnG/H5G6tRW+XF3f+5B7BHY3/a9u6MEXOuQav+PSHZHfCJQCgYFvmB6E8trLgedVuc2J6Ydq2bntEnGdc8K3tfO7bR6c1JsqnYbzWzX9dPk9WfCqpIHxHPW1wxK24/K9tCxfuwcuN+dbFAlmUEvPr35/bt2/F///d/4DgOzrzWyDpnFGBP181Fi/La87wcvR9x+EsiBwmcJbEfgO75Vh4bhX2Anb1vtTAvQRAEQRAE0fCQo59oLjCje0jo10HFeM3xi34ERP2ip8ALSLOlNdKMiKZMR0/HGKG/qKoIQSkIO89OACHYxBX6J0+eDI7jcODAAXAch3nz5gEAFi5caLrP9u3b8eabb2L79u0AgLfeeguyLKuPrXL48GE8/vjj+PbbbyHLMoYMGYJ7770XbdvGX83ZtGkTFi9ejHXr1uHw4cPIycnBgAEDMGvWrJjCnw2BUoDXiCL4A7FuftHOQ7LxsPGiGs/D87LlyB5jLr+WZER+U4HfWIzXjEjxXXX/iOCvG8fuQrJ4a/348O0f8dGib1BRFl1BXv/Fjzjz90PUxxzHoePQvghKQMDwuzgUjHOVhSaqx0psj9HNH0/kr0ssjnZfXcFdE3d/XcX+uHNhCOVGMd4YicMchyHuWyn62/Lqmcx2/9GDKP/ha1T+8h3kyCUbsizDd+ww9jx/F7LPugDZgy9Ui/Nq3fuqoK9x+GsFfwCq2A+En0eW2C9B85oYFgCSdfWzCvMqaF39UyYswoIlkxM+bwRBEARBEETd4LnYorsk9BNNEaajnzL6dVB0jznMQry2dHCMxRGCSEQbd1s4BLtu8SgkhXCo+iA6MDL8CXPiCv0zZsxAdXU1Nm/eDI7jMG3aNLjd8Stor127FmvXrlUfP/zwwwDCYpvVD7zX68WUKVPgcDjw5JNPAgCee+45XHvttfjoo4+Qnp5uuu9nn32GnTt3YvLkyejWrRuKi4vxr3/9C5dffjmWLFmCNm3aWJpDXTHmZhvd/ACYbv6QjY8twGsLZ/PHi+xRRP4Me/iXDqv4LkvkdwmZADRRPWYufq24H0gg9Dtc+n20gn8kyocDAJtDPbbW1Q+AGdlTU+3DkrfW4t0F36HyuH7xIS0jDZKo/0PFZ7FuhyRxCAb5uG5+pZ82tsfMza9QnyJ/zNiMSB6juz8Zsb/O80lS5I/XP5njGElr3RZp4yej5UWX4vi6lSj74WuINVUAAMlXi7LVH+P4D0vR8U8Pwe7JVfczCvpKm9HdD0SifDSvpVbsV/c1RPgAqbn6WZCrnyAIgiAIovEgRz/RXGBF0Ajk6NdBn3dzWIV43VSIl0gRgRdQkFmI3cd369r3VuwloT9J4gr9gwYNwtNPP40JEyaA4zhs2LABd9xxh2n/RG57qyxevBgHDhzAF198gQ4dOgAAunfvjlGjRuGdd95RawawuPHGG5Gbm6tr69+/Py644AIsXrwYM2eyncAnArNsfkXwl3lO5+YXbXxMAV5ekC1F9gDR4rusXH4Hz1kS+S0J/D52bj4Th0vv3DeK/UBcV7+Nc8DrC2Dh69/ijZe/RVWFfpEhJ9+D864choFjB0NwueBNsii30dmvxPMY8/lZsT1aWG5+1nar7bo5mQjyrEifRGK/Gam4+q2QSORPJq4nGWzpGcgbMRa5Qy5Gxc/fofTbLxEsOwoAcLXtqIr8xmPE5PPHEftjxH1lEQX690Gyrn4zyNVPEERj0r17d7z55psYOHCg5X1GjhyJmTNnYvz48SdwZgRBEA0LW/hL8p8QgjgJkEAZ/YlgmVVlyugHwC7ES/n8RF3o4OkYI/QfrjkEf8gHpy35NJBTlYQZ/TabDX/6058AAG+88UbcvsuXL6+XSS1fvhx9+/ZVRX4AKCgoQP/+/fH111/HFfqNIj8AtGvXDrm5uSgubpiKzYmy+YGwwBey86qbX9Tcj1uA1ySyx5jLbxT5BT76UitxPQBD5NfG9AR9qYn7Sl+XI7y/Uey3iI13YMOGXZhx0+soLdH/EmnZNge/n3oeBo/ujwDngF/kEGzAhXXFzW+l+C6rTyoZ/YBJTr/BnR9P7K8PV79RvDdz58frZ6Vor5VjJ4IXbGgxeBhyzxqK47/8iJKVnyLvvEtionkCx/bDkdMSvM0VK+obxH4tilAvC5zuCg+lCC+QvKtfie+Jl9VPEARBEARBNA7k8CWaC5TRn5iwZUsPa4HkVIRViNdNQj9RB1qlt0K6PR21waguKcky9lcdQLecbo04s6ZFwm/xmTNnokWLFmjRooXqhq+urkZ1dfUJW8nctWsXTjvttJj2rl27YteuXUmPt3v3bpSWlqJLly71MT1LWHHzK48VwV/r5jcW4HWlheJG9pgV31VEfsXNH5PJzxL5g76oyO8L6EV+nz/xTe0b2VdZLFCuDogcRw55w1FBQV+0PoCBTp3zEQxGt7UpyMGshy/F8x/MxshLz4LNHl3ASNbNL0nGx5zuZ8w2Rj4/EN/NX1eRn7WvlTEbK9olVZFfuYIlpj1SDFe5pQrH88g5cxC6zvgrMrpEf0HwvAxOCuLQf/6J3+bei8qfVoJDSHce6n1jG2ORRFmsY7Vrr6wI2XndtmRh1f0AYiPDCIIgkmXhwoUYOXIk+vXrh2HDhuGZZ57BuHHjAADXX389+vXrh//7v/8DACxYsAC/+93v0K9fP5x33nl4+umnIYrhX8a33HILDh06hL/85S/o168frrvuOgBAKBTC/PnzMWrUKAwcOBBXXXUVNm/erB5/zZo1mDBhAvr374/Bgwdj6tSpDfsEEARBJICEfqK5wMzop3x1HexivGTCAsjRT9Q/HMehg6dDTPveyj2NMJumS0JHP4uBAweC53m88cYb6N+/f33PCRUVFfB4PDHtWVlZqKysTGqsUCiEv/71r8jNzcXll19eX1M0JRU3vzanX3Xz2yVV/HQ4rEX2sIrvpiTyKwK/gka8l73x8/m5NFe0v8sZ2T8ylgVnPy87AC6a0Z/pScO0m4fhPwu/x9Tpw3HBuP4I8nZ4QzxEC8K+sRBvKMTrfsYjphCvRfg4bv/6yulnZvTHcfabufqTOmaKhXPjifxm4n4yc0gGKbK2yWmOUbruGwSPlwAAij9ZiGNf/gf5Y6cgs/dgyDLPdPazInysuvrjYVaUVyFRfA9BEERd2LNnD55++mm899576NatGyorK/Hbb7/h9ttvR/fu3fHKK6/oontat26Nl156Ce3bt8e2bdtwww03oF27drjqqqswf/58ZnTP888/j++++w4vv/wy2rZti/fffx/XX389vvrqK2RlZeGuu+7C7NmzMXHiRASDQWzYsKExngqCIAhTeI6HEPKhoGg93DXHwMsi0g78BDSgwNXm8CGgsn5ic4n6oSm+JpLoBYJl4QccD7iywae1bNxJnWRwiP28ZzuzgcyvGntqjU6NvxiQQ+p7B3k94LbHr+lJEIno4OmIbaXbYj53gZ0r4BAcCffn4QE8IxpgpicvKQn9QHgVs7KyEh9//DGKiorA8zy6du2KYcOGweFI/OQnor5Wkh966CH89NNPeOGFF5CVlZX0/lqXmVXq4ubXxvU4nSIczrDADyDpyB5t8V2WyC/7KsITMxP5I4J9InFfd46Rvqrgr4j9QDTGRzmmI1pUuaioBI88/i4yMtLw2JOTYOMcqtj/x6nn4MprzwJnt8Eb4hFMIQLTJ0bz+I25/NpCvIq4byWfXyveWolWMRN7E+1rlrFvRey3MqeE/S2OZ+bmN243e5zMvqlijOwBAJvbDVtmNkJVx8PbggEUL3kJVZu+Q4sLr4YjL/kC3tqInnjbEhXlVUgmvmf9+vVJz5cgCAIIxzXKsoydO3eibdu28Hg8OPPMM037jxo1Sr3fq1cvjB8/Ht999x2uuuoqZn9ZlrFo0SK8+OKLKCgoAAD84Q9/wMKFC7FixQqMHz8eDocD+/fvR0lJCfLz83H22WfX6zkSBEHUFZ7jUVC0HpnVR9Q2VgQKQZzsSND8fyFLgLcM/KEfgY4XNd6kTjJ4jov9vKN+/jdtysiyjBqlNknkvYOS7cjo+cfGnRjR5Mlx5iDLmYWcvd/qPndVwUq0EPIacWZNh5SFfgC49dZbY9patWqFv//970kVazPi8XhQUVER027m9Dfj6aefxuLFi/HEE0/g3HPPTWkuvXv3htPpTNxRZSuAFNz8Nh4Ouwg+4uh3OkV2Ad44kT1mxXcTivxKpI5ytQRL4NdG8jAor/Lj+ufW4pW7hyEn0xkV/IGw2O8LhDP7AZ2rv7a6Ev9+7Rv866Wv4fMHwXEcrp50Lnr1ibohnE47RIlDwILQ6dMsAlhZENAKvnEL7moic7g4+ftmbn6W6GtVuOU0orARZkFebQ6/iau/oTDG3hjb1cdJCvypCv9q/r5G8M/qMxCZ3fvg6P8+R+nqz9S+tbs3o3bP/cgaOBI5w8aDt7vZrn5JL97HE/mTzduPJ/6bbRswYIDl8U8m/H5/SgurBEHUHwUFBfj73/+Ot99+G3/5y1/QvXt3/OlPfzL9G+qTTz7Ba6+9hqKiIoRCIQSDQfTt29d0/PLyctTW1uKWW27RGTpCoZBaR+lf//oX5s+fj9///vfIzc3FFVdcQfE9BEGcVKQJaXB5S3Vt2npoBNFUcDKSnF3e8kaYycmLU3Ah3fh55+jzDoRzwLWSiytQA6eQjHZGELGE43s6ImT43InG7G3ClDp9Q7GyyY4cOYKbb74ZS5YsUd1aydK1a1fs3Lkzpn337t3o2rWrpTH+/e9/48UXX8Rf/vIXTJgwIaV5JMuUCYtSdvMrUT2JCvAmiuzR5fLzYWGdFdcDICryG1z8TIG/Nr6r/8VPdmLz/kq89OE23HXNmdHz9vr0Yj+guvq//vpn3Pe3L7C/qCzaX5axcuVmndB/ojA6+80Ii8OJhXszQbYuIj9rn/oQ61lOfk4Mx8/E3S9BTr52u1WRnjVmqjFBiTA6+lXR3uGE3cbhkvETkJ2ZES08LomoWLsU1VvWIveCq5DW/ezYq434cP0GADHxPVqMCwAhOw9bpIJ0vMWBZJkyYREWLJlcL2MRBHHqcfHFF+Piiy9GIBDAf/7zH0yfPh0//PBDzHff4cOHceedd2Lu3LkYPnw4HA4HnnzySd2CnXGfnJwcpKen47XXXsMZZ5zBPH6PHj3w7LPPQpZlrF+/Htdddx26d++Oc845p/5PliAIIgU6ZnXEb+l5yKw6DCAsBLps5tGkBHGyksc7kMEJqI44s3lw6EAFL3XkpefhYGY7CMf3AgA4cOHonlMcjuPQUUjHTrFGbeua1bkRZ0Q0J7pld8UvGa0hVBwAEP7cZTmTT2g5ValzSXWn04mePXuiZ8+ecLkiLu3aWrzyyispjzly5Ej8/PPPOHDggNpWVFSEDRs2YOTIkQn3X7hwIZ599lnMnj0bkyc3vOCluPmj9/VuftHGR93+ETc/z0ez+ZUCvIrory3AmyiyB4jm8gOAk3ebZ/LHE/mVwrq1vhiRX67xqzcAKK8O4I3VRVi4cBEWLd+L8mOVsVcAaB4fKq7EDXe8gyl/fksn8vfp3QHvv/8X3DZjbNLPeVCzuFcTSiyEJyrEayWf36wIr1awNYq3nCSnJPInGiPeFQQnqjBvogK7Vvqxivay3P/1Fd3DGpPnZYRqq1Hx4yr85Z7/hyeffBILFiwAzwtqf7GmAiWfvQq5pox5HmYoC3zJxCmlspBjtsBIEASRDL/99htWrVoFr9cLu92OzMxMcBwHnueRl5eHffv2qX1ra2shSRJyc3Nht9uxceNGfPjhh7rx8vPzdftwHIdrr70Wf/vb37B3714AQE1NDVavXo3i4mIEAgF88MEHKCsrA8dx8Hg84HkeNhs55wiCOHlo7W6DLoNvh6vVGcjLaINOWZ3A1/3faoJocOwcjwsceegpZKCLLRMjWw5EXm+KXtEicAJ6DLkHnjYDkJ2eh45ZnSiHPkJ/WxYG2LLQ0ZaBs/L6oM+ZNzX2lIhmgtPmQo8h98Ddqh9y0vPRJbsrXS2SBHX6z2ngwIGYO3cucnJyAIQvyf7zn/+MdevW4Ztvvkl53CuuuAJvvvkmpk+fjpkzZ4LjODz33HNo3bo1rrzySrXfwYMHcdFFF2H69Om47bbbAACffvopHnvsMQwbNgxnn302Nm7cqPbPyMiwfEVAsmiL8Cpo3ftaN7+kEf8UN79W2De6+YGomx+IH9ljzOW3JPIbBX5AJ+4rgj4LucaPF7/YgzFjxmLIkCEYPWYMXvpkE+66urea0S97feDSXJAkGQvf2YDHX/4eNd6gOkZ2VjruufNSXD3pAvB2O4KStZoAfpFDrYWiulZRRX5GPj8rtkcLS0xnifzxYDm64wnExigeK3n7jRHfY0aiqwOA+svmjze+JHGo+H4Zxo4Zq16FdOGFF2LCZZdh2aZdqCnaDbG6AtlDxsLmydUtEvGCbLogZDWn34xkCvISBEHUB8FgEP/85z+xa9cuAECHDh3w/PPPw+l0Yvbs2Xj++efxxBNPYPTo0XjooYcwY8YMTJ8+HcFgEIMHD8bYsWOxfft2dbxbb70VDz/8MBYtWoS+ffvi5ZdfxowZM7Bo0SJMnz4dR44cQXp6Ovr27Yv77rsPAPDZZ5/hiSeeQCAQQG5uLmbMmIGzzjqrUZ4PgiAIM1rldEGr4Q802vEPr1+Ptk00rrG50lRfEzeAfo09iZOcdHc+Opz7f409jZMOAUD3xp4E0WzJzGiNzOH3Jb2fVFYG7NlzAmbUdKiT0H/dddepIj8QviR72rRpWLduHY4ePZryuOnp6ViwYAEef/xx3HXXXZBlGeeccw7uvfdeuN3R1VNZliGKoi5CaPXq1ZBlGatXr8bq1at14w4aNAiLFsUK8vWFaOPVPHQFK9n8Nl4Mi/uCrLr5XWkh1c3vtukL8Boje8xy+V1CZrhjMiK/icAvVQWY51xeG8Qb3x/GF0vvAAD8edYdGH3xBbjxgkLktIzWUyiv9OG6Rz/Dui1HdPtfeelA3Hv7aOS1bQcIvOWyNv54efqIZvUHDHpoKMgjpFkc0BbiBcAWbRlueStufi1mIn8isVe7nSXixxP7ky3MW1dYsT3JCPVWivWeCEK11ahYtxpzli7Vtd95+2x8ftHF6HDd/+H4z98j++zRMe9P0VsN2GLrhtRnFI9Csvn+BEEQydK9e3e88847zG2XXXYZLrvsMl3bbbfdphotWIwYMQIjRozQtdlsNkybNg3Tpk1j7vPSSy8lOWuCIAiCIAiCIAgCSFHod7lc8Pv9qFSKt2pQiugKghCzLRnatm2LuXPnxu3Tvn177NixQ9f2xBNP4IknnqjTsZPF6ObXFuEFEJPNn8jN73AkV4AXgC6XXym+CyDs5k9S5FcEfjNxX46o6JxLwMvfH8EYjRO6sLAw7Or/ehPuGh+5esLlhEeQw9XYI3TtmIsn7xuHwf07AI70lJ97wFz0V+J8fGKswA+YF+LVxvaw8vmNsArwau+zxNlURGAz4d6KS19blDcVGkp0rw/s9uj7LGihDkP5mq91bn6FwsJCjBkzBqs3foMWIy6FJHGQNQb70PFiHFlwP9xnXoiMsy4FUizKpBXw4xXfJQiCIAiCIAiCIAiCIAgzUso9adWqFWRZxt///ncsW7YMZWVlKCsrw7Jly/DMM8+A4zh06tSpvud6UmPm5lec+0Y3v2jn1Wx+JZ/fbpfgcEpxC/Bm2NmRPdpcfl3xXW9lfJHf5wfKKoBan5q7L1UFVJFf9om6m3TMC7kqALkqgLIyH95cX4w/z75Dd95/nnUHFq0+gPLqgLp4wPMcnppxLtxpdsy8ZgC+fGNaWORvJLSFeI35/Gp7gtgeKy59luO/Lk5vK/vHqxHA6lffznPT41nM8U/U14g98tlRbsZt8QjVRNz8s2cxt8+ZPQtVG1ZCrK0Ozyty1YIsyyj78jXIQR+q132CkncegL90v+U5EwRBEARBEARBEARBEER9kpIFddCgQdi3bx9KS0sxY8YM3TZZlsFxHEaNGlUvEzzZSdbNrwj+AHRuflXwT1CAVyFeZI82lz+hyG/i4ldc+7KJqx8AXv7uEMaMGRPjhC4oKMDpvc/AC8v24f9N6KZm9XfJc+H7V69ATr4HQCg8J7sr8sQFovcZBBKI0V5DlHkwNtpcxViIN9wWm88fbogv1Bvd/IlE/vrC6O4/mbL3rWAln98KiYR8bR+Wu79szXKmm19BcfWvWrcUnmETAUSK93q9un6h0gMoWfwAPGdNQGbfseD4eqwdEcflT1cAEARBEARBEARBEARBEECKjv4bb7wRGRkZ6mNZltUbAHTp0gXXXntt/cywCSDaYp/Gurr5gcQFeIHYyB6XkBkV+X0VlkV+xcVvdO2bUe4N4a2tpfjz7XN07aWlpZg6dSq+/e57vLJ8T9jVryEnM/VK2d4QD6/Iw2tSgNcnAjWh+GI3K59fEfeVyB6Wwz+em7+uIr8tKJne4mHFra9rE9l1BaxgVnA2VWIWVBqBUE01jq81d/MrzJk9C9UaV78kceCd6ci/4i5kj7wGnC18JQ0kEZU//BfHPn4CoarSEzx7giAIgiAIgiAIgiAIgoiSktBfWFiIN998E/3799cVwrXZbBg7diwWLVqEtLS0eptkU0ASOKabXyGRm9/hFGPc/GYFeLOdYkxkjzaXXym+i0Bt+LGJyK+N6gEiMT0acV+s8JveXl6nz+YHgFWrVuHCCy/EsmXLwocNinjyw526Ar8NgbEQr5LPr8T1hDQFeOPG9hjd+yZufiPGRQCW6G5VzLfSh3VcLQ0VzWOscxCzPc5iQczzb3FhwUoGfzDIm7r5zxs+Aunp6SgtLTW9ud1ujBgxAtU/LtWdI8fxyOx/EfL++Ajsrbuo7YHDv6L43fvg3fWDpXMgCIIgCIIgCIIgCIIgiLqSWvVIAN27d8ebb76J0tJSFBUVQRAEdOrUCW63uz7nd1IzZcKihG5+5afuvo2HjRfVgrt2uwSeR4ybHzApwMuI7NHl8ivFd4Gw6G8i8gNQXfxGgV+LVB1U7/MZdpT7Q3h793F88WLYzR8KhfDUU09h3rx5uv0uv/xyfPLZx7h7fDfkpIfje+qT2og7n6WDawvxajGL7dE6+5U2pQgvJ8oxbn2zyB6W01+LVdHebL+QXf9+O5ERPmbFf5NBkrgTXshXK+Ibo3ziLQQEDu7HykMHMPjcYbEbGVN2to6tKSGJHGw5bdDisr+gZt1HqFr3ISBLkAO1OLZ8PnxFW5F79tXgObtuP7OrP1iLRxTNQxAEQRAEQRAEQRAEQSQiZaFfoUWLFmjRokV9zKXJEs/NH7LzOje/LHCqoK9E98Rz8wNh0T9RZI9pLn9lpWWRXyvwa8V9xQlvs0uQqoN4dXsZho0IO6G3bt2Ku+++Gxs2bFD75+bm4pFHHsG5554LX00VXvr6N9x1de+Un19RCsW0+SOivD+JCJh4sT2AQfBnOPF5SY4b2XOiRH7jGInE/kTt8fpwogzZUFQakgzw0RoGSr6+VsS3Kujr9tGMxRojlUUCKw5/hfZTb1OPo/spxl7tEd0G3TYFjhfgOWsCnO1PR/nS+RCrSgAAVb+ugrvgTNjan5HUedSVKRMWYcGSyQ16TIIgCIIgCIIgCIIgCKLxqLPQf6piLMKrRVt8NxU3f3rE/KsU4HUKsnqLRvbYdZE9zFz+ysrwPExEfulYtKCoIvIrAn+IIZgqbZsqgti6ciWGDhqIal9AZ362Czwkvxd/uTuS3c9xOF7oSfLZjY9R3PeK+nz+eIV4LcX2xHHzA2GHdTIiv5nAnygr38yZn0jsZ7n6le28KEMSuJg+9eHeB9gLAfEEe6PY39CYvQeYfUUuYT9nm25odflDOL5qAWp3/wBPz5Fwtz+jweKTCIIgCIIgCIIgCIIgiFMTEvrrgGjjdTn8YWe/AEmIFuFN1s3vtiHyU2YW4DWL7IG/JprLrxTfBSCXV4QnFxH5lTx+ReSPJ/AHamPFfke6hBf6tcYru0vw3PajqsjPc8Dsvq1x69D24DkOfH64RgOf6QDnthDZoxQ0jRCSA7qfVtHm8/vE2Hx+I1oXvxU3f6IYlUQifzKFcLV9jcI9S+w3m09dBHzt/izBPpGrnyX2xzj3DYsDAHR9tY/rE2YdgThuflZfSdK/XzhRBudMR4uRN8Nd2A/uwjPV/iT2EwRBEARBEARBEARBECeKlIrxnuoY3fxKbA+Q2M3P87Lq5nc6RZ2b38EDdiE8prEAb5pNQpoQFo2ZkT3aXH5N8V0AQFlFQpE/FAyL4YHa6I1FoJZHaSXw5p4yKBJ2vlPAwgs745Y+LcFzkfM3huOnQEiKivzeEA+vyMMb0s8rXj6/EUkKC7fa2J547n7FzW81skcr5BqL6HKGMZKFta9xEcEs992IslhhnLdWrI5BigrvUpy4JNZ21nPLLH7M2Ec3rsUCvYkwjhUvskc7P6vuf16SIciAu8sgcII+m1/y1+LI2jcQ8lcnvNLDFqr7Z4ggCIIgCIIgCIIgCII4NSChP0WMbn4ATDe/KvYz3Pw2u6Rz89v5OG7+SGRPmi0c2QNAH9mjzeXXFt8tq9DN0SjyB8pFncAPAP4awfQGAB67gKf7dICd49A/Nx0fjOyMszLqr9CuKAd1jwMM0bo2xDPz+Y2xPYqb3+jqV538Ftz8CvEie4wiv5a6CPz1MY5xzqnuD83+sYWL9VgV+41iunGf+hb8zY5vtngR71gsN78W4xUgsizh8Pev4/ju1djz1WPwHj+gbrPy2tTX+4ggCIIgCIIgCIIgCIJofpDQnyRmbn5J4JhufjES22PVze+2yarozyrAq0T2OHl3OLKHlcuvLb4LqG5+rcgvVQcRKA+r4kaBPx5Kn96edLzYvxNeObsDcoRo7I62oK+OWl+Sz3ScOWhEWW0+Pyu2R0GKaO9mRXi1P4FYN79WsLUq8pu5+JVxE91YGMdM1dXPmpPu3OJEFLHE8XgO+Zh2Zk0EqPskI/hbytZn9DVbYGAX4GVc+aHZR/RVo3zJYxB91czXTWnzHtuN6qKNAIBgbRl2r3wGlQc3Jpw/QRAEQRAEQRAEQRAEQSSChP56ImQLC+R1dfMDUN38AAwFeNmRPQD0ufyG4rsskV/r4jcK/AEvr7stOViONUerdefrrxFwZpYb8Fks85Duim2zh9s4WzjPX+YFBCX9goAohfTHjRMbA7Bje0KRuB9WTI/OzY9IFr+JyK0V4K2I/PH2t4LV/vHEfmOb+tMQ32NlLgB0ET5G6kvsV/azIvhr281u8cawIvKzzklx8wOA75cvIZXuh3fzVwCi9Ry08JKM9Jbd0G74dPCR970k+rH3h5dwdOdSyDK59QmCIAiCIAiCIAiCIIjUIaE/BZTYHq2bH4Dq6lcEfiXGp65ufm0BXsAksieSyy+XV8SI/EpevlHkB8AU+BUkWca/DxfhiaJ9uH//HuwqNy+MGwryakHfpHCkh3/aowsBrEK8VvL5zWJ7lPkBBnFfMji1DTn8Wjd/PJFfm8fPcvEnK/AbYe1rPEaivHfWeMlm9bPEfqMgz4rGYfUxc9mzhHgzwd+Ko9/0WJpxje8Ds8x+FnJtFXzbVmDRooXwbVsB0RddENNGPQHh5zmzXV90uuAuONx5ygg4vGUJ9m98A1wwhLog2ujrnCAIgiAIgiAIgiAI4lSFlKEkMMb2KIRsgirwa938oo03dfO70kIxbn6XEHXzOwUZ2U4RaUJY5De6+WMie7TFdw0iv1wViCvyB7w8jlVJuG3vbhyrlhHwCqiu4fDAnn14+9hRAEC1KOKl4kO6hYBEMT9xcTAc/trnNFKINyDJOoHfL3JqPn/KsT1xsvlZkT2sOBytyG/cpsAS+HlRTnhjwRorbsHdOAI/i5TEfkk2db7XRfBnjiHG7m82TrxFgEQCf6LCvFo3Py/J8P3yJcaOGYMhQ4Zg7JjR8G7+ivk+0N53ZrVF1/PugrtFV7W97MAP2LluPsSgN2bOBEEQBEEQBEEQBEEQBJEIEvqTpN7c/Laomz/TEXbzA0CGPbYAr8Dbwtn8nAMuIZMd2WPI5bci8msd/G8fK8POgB/vVx1DcWUA/+/Qr1hRXaae9znubMzJ6wwAOrEfiGb8p4xNk/Evm18VkGxsj7YIL0vA1Yq4RjGWlctvVeSPJ/BbIZ7oH0/sN4vwMc5N9zPOMRKK/YAq9scT8rWPgViXvhXB30z0T/YWd15JiPxAOJvft20F7rx9FgBgzu2z4N2xMpzVb7JApGBzZqDz0BnIKTxbbasq2Y4d3z2HgC9aQNvqe4YgCIIgCIIgCIIgCII4tSGh3yL17ua3R938QNjN77GH75sV4BW4SAdWZI8hl9+KyA8AAa+AY9UyPq0uxcJFi/BhZQnuKtmBX7xV6jmOTs/HA226Io0XEPBGrwKIh1xlHvNjFW0+fzKxPYrAD1h38wPRArxatO5+5TEAZlSPUeBP5NK3Ql3FflYf4zisvH6W2M8ZFj7McvvNcvmV+/H6JSv6WyVRVJBRzE8k8mvd/AUFBQCAwsJCjBkzGjXblqrHMC4gAdHXiOdtKOh3DVp3H6v28VYdxIFt78MWMuRQEac8n376Kf74xz+if//+6NWrV1L7/vDDD+jevTv69eun3q666qoTNFOCIAiCIAiCIAiCIBoDi5VUCSDq5gcQ4+ZX0Ln5eQ42XmK6+V0CdG5+JbIn1s1vZxfgTRTZExH5AagivzaqJ/wz/Pg/pUcxZsxYtGrVCpLA46C/Vj2fKZntcKm7FXw1MtwZsQKrv0aA0x0rSnKZjpg2AIDLCbii21iFeENSQM3n94Z4eMXIAkWc2J6gFI3tUTC6+XU5/YqAG4oW4DXL5Y8n8iuwHPwxz4nFnH6Z1z/Pylja9xkvyZA0/ThJVvezBSWEIitI2n5KH22bcp8XZUgCpxtH3aYdQ5Qhs+ahiP0wzF3QLwLwvHkxX1ZfbT9lX7P9rWIU8dV20cTpb2jnJTns5t+6AnfO/Uo3xpzbZ+GzCy9GVrcLAGcGgPivO8dxaNN9NJzObOzb9DacaS1QePofUj43ovni8Xjwxz/+ET6fD/fff3/S+wuCgJ9++ukEzIwgCIIgCIIgCIIgiJMBcvSnQEhT9FJx8Gtje1Q3v1M2dfMDeje/cp/l5gcYBXiNkT1lFarILx2L5nwHykVdtI5W5K+plnC4MoAv/WUYPX4cJk6ciNrasMgvgMPt2Z0wMaM1OC51UVXF5QSXpsnlt7viFuIFwvn8CvFie8yK8LLc/FrxX5vjD4Ap8mu3AYlFfqODX3H8WxX5tfsYMS4eWHX2x6sxoL2vdfazMvstu/uTjPOxmuFvJYOfRaJ9JZHTxzsxHP7KuSnn6fvlS4wdG3XzK4Rd/WNQtWOZpfeP0p5XcDa6nXULTjvrVtgdGZbOKxFmVyERTZNhw4bhkksuiXnPKSxevBiXXHIJBgwYgAkTJuCbb75p4BkSBEEQBEEQBEEQBNGYkNBvgSkTFunc/AAiOf2C2qbG9mjc/GbZ/Nbd/HEK8BojexDN5QegRvYoRDP5BVXkB4D3q45hxPnn47bbbkNJSQmAsPNzsDMHZ4lZqK0WUVsdHlPZR7kSIGW0hXhN8vmTie0BYovwxmTzG/PXGQV4ATCz1eOJtLr9GAJ/XWCNkUjs11IXsd/YzxjlA7Cz+5MV/OMV7U0U7cNqS2ZxQD0Ow8WvbmeI/KqbP5LNb2TO7bNQvWsVRH91Uu+BrBY94EzPi2n3+49bHoM4NXnnnXfw0ksv4e9//zvWrVuH2bNnY8aMGdi3b5/aRxRFjBgxAkOHDsVNN92E7du3N+KMCYIgCIIgCIIgCIKob0joTxKlCC8Q6+YP2XjVzc/boDr5nU4xxs2fHonbV9z8qshvkyI3O7sAb5zIHgDMXH6tyA9EBfviKj++lspx7/33qXnNHo8H//rXv7AJXlTJUbFdEfuThXM7gXRX3D7a2B4AKcX2qPuaufnFsJtfK/iyInsUVHd/Aic2ECuOm4m7tpBoeov7HCYh9scTlpMR+xPl9pu5+43bEwn+gDWXv3GfmH4WXf/KWCHNVR7GOegWACLz1z5P/p+/YLr5FRRXf+WvXzO3J3o9tZQc/RkbvnsMpUd/Nu1DEIsWLcKf/vQn9OjRAzzPY8SIERg8eDA+/fRTAEDnzp3x4Ycf4uuvv8bnn3+O7t27Y8qUKSguLm7kmRMEQRAEQRAEQRAEUV+Q0J+AO276gNmeyM2vFOGNRvfo3fwuQe/mB4Bsp4g0ISwomxbgBRJG9rBEfgVF5K+tFvG5VIYxY8eisLAQ999/P2655Ra89957uOSSSzBm7Bh8LpWl/LxxLgG8Madfm8/vSA/n8xtie0JSWOQ3i+0xK8JrdPMDiBFxWQV4AXZkDysGJ57IzxL4kxHzE/VLVew3Fuc1E/tZIr5ZlE99Cv6WXf6RqCXtfmYLAOq+jL5m42v3UdrBeL2lmip4t600dfMrzLl9Fqp2h139xsUi7fPDQnkPVJTtxM4tb0CWQtixZRGOHaV8dYJNUVERHnzwQQwcOFC9/fDDD6qQn5+fjx49esBms8Hj8eCOO+5AVlYWVq1a1cgzJwiCIAiCIAiCIAiivqBivBZQYnsUN78kcDGufsXZr3Xz22wSM5vfzM0PQHXzA4hbgDdeZI+x+C4AXVxPbbWIKjmEZWI5lt45B0C4KOh9992n9p915xxc/OlIjOZzkclZe5vwGXYIWc7YDax8fiCp2J5ERXgVVLE/yCMY5FWHv+LmBxBx80vMyB5j8V0zkZ8VcaOQSNRPhLJ/yKaPSFKOoxbLjRTQVTAW3lX6KucQr0CvsV1bpBeAWqhXGVN5HiTDfUXsNxbsVbabFe0FosV4AX2ETqIivKkU5mU5/XXtBhc/EF7M8G3+EueNGI709HSUlpaaju92uzFixAj89OvXaHH6uKTnBwBp6S3hSmsBb+1RQJbw69Y3AVlGfqv+pvuINh5CKPqBmDJhERYsmZzS8YmmQ9u2bTFjxgyMHj3a8j71UnuFIAiCIAiCIAiCIIiTBhL6U0ARYCWeU938ITuPkI2HxHNwaNz8rGx+o5vfKciqm18pwKu4+WMK8FZWJozsAaIivxLZU1MtqfE7P4cq8YbvMEZfmiB+ZOwYfP7Fd7hCaGn6XDjdIhzpUmQRI3xMzujk1+LQx/iwYnsCkqzG9vhFzrQQr7YIryLmhwV9fSa/mZuf5d5XsCLyJyvwsyJatEK9kXiCvxWx39jXFpR0Yj8QEectCPipCv5AVPTXOeO1z0ESoj+gF/6tYrYYwBL4jXNVzoWXZEgl+7By+z4MHjLM0nHTcsKfL1YR50Q4XFk4vd90bPnp3/DWFgOQ8eu2tyBDRtsW/SyPQzQPRFFEKBRCMBheFPX7w9/9DocDU6dOxbx589CxY0f06NEDfr8fmzdvRk5ODrp06YLvvvsObdu2RUFBAbxeL1599VWUlpbi3HPPbcxTIgiCIAiCIAiCIAiiHiGhPwGSjYckSDo3PwDV1c9y89vsUlw3v9smm7r5Bd6uL8Drr9EX4AWYkT3GXH5AL/IrrK+qxHPYgyBkVHlrIYoiBIFdXDcVV7+WmHx+i7E9ZijJJ4qbH4gW4QXYbv6Y4q0hqNn8AJiRPfGy7JMR+eNlr7P6mIn+tpCYUOzX7m9V7Df2rQ/BX4s6bh1c/oBe9AdSc/Dr9jfEBYXvxAr8gF7kB4CcC2eF2w3vB12MkclYWhK9nxQcTg9O7z8dW3/6N2prjgCQsXPbf2DvISA/74zw1AXO0nuNaNp8+OGHuOeee9THZ5wRfv2//vprXHHFFbDb7bjnnntQVFQEm82G008/HXfddRcAYMeOHbj33ntRXl6OtLQ09OrVC6+++iratGnTKOdCEARBND3EUAjByipwNgG29HRmn1BtLQCYbo87vs8HWRTBO53gbfr/O0JeLyBJENLSwPF1S54N1dYCsgwhPV13dZskipB8PoDnYUtLS2meJxONPU/R74ccCoF3OMDbzQ3OggABAABJREFU7THbpWAQUiAAzmaD4GRcEU6khBQKQfT5AEmGkJ5Wp9c+WF0T/qykuSB6feDsNkAUAY7TfcZFnw9SMAjebofgckEMBCD5/ADHwZ6ZYfl4ot8PyR8AZw+/J0K1teDtdsiiCFmUwPEchLS08Hs7JIJ3OSE49AZD7fsqLfI5Nr4XRZ8fshiCDIADdJ8R0eeDFAiCs9vifg+cCGRZhuj1mp6brq8kQfR6Y14LLVIoBMnvBycIEFzxaybqxvX5wHEcZElqsp9PSRQhBYOQRREcz0MOhuL+7joRhPx+IBiELMsQXC7m96AYCEAKBgFR0r3moVqv+tlTfzcBsLndut+BIa8XcjCovk6izxfzequ/8+rh92dz59xzz0VlZSUEQYAkSWjTpg0uuugi3HzzzcjIsP5dxuKZZ57BCy+8gOeeew6/+93v6mnG5py8f52cpIRsQrT4rsbNrwj+DntU4LfbJaabH4DOzZ9mk3RufgBRN38oIn5rC/Aqjn5AjewBwCy+q43r+bmqCnOxF0GERcGNGzdi9+7daNGiBfNc3W43Rpx3Hj5f/XNcV78R03x+wFJsj+Lm90bieoyxPUDYza8I/1bd/KEgr4vs4eOI/LagZEnkT1XgZ2EU7LUkEvuV/a2K/QCY7n6lL2BN8Af07vx4on88wd84jlb0lyRO5+I3Cv+JYBX/jT4wF+WNIn+MkC8mFvSB1Nz8WhyOzIiz/18RsV/Cth1vguftaJHbM+H+FN/TPJg4cSImTpxouv3SSy/FpZdeytw2depUTJ069QTNjCAIgjgVqNm5C0eXLYczPw8dJl0NISMDfMQsJPp88B46jKJ33wPAoeCKy+Fq28aSQCTLMsTaWuz/z2J4DxShxZBzkD9iGASnE1IwiEB5Ofa/9R+INTVoc8lYZHY/zbJopUUMBBAoKcH+t9+B5A+g3YRxcHfuFBYmfT4c/+lnFC9dBkduLgqvuRq2zEz1/ICIAFZbi/1vvwPvwUPIGzYUeUOHQnCdXCKYIhYe+M9i1O7bjxZDzkb+eSMaVKwTfT4U/fcDVO34FTn9+6H16FG644t+P4q/WoaydT8io2sXFPzhcghpyb+mhJ6Q3w/Z58P+t96Br7gY+eePQItBg5J+bkW/H2JtLQ4u+RjtL7sU3oOHwqKyLOPQRx+D43m0v+JyuFq3BiQJx1Z/i9I136HF0CHIGzoEvkOHUPT+EkCW0P6yiUhr3y7hZ1b0+VC89Gsc37gR3WbNRChYA3BAsKISkGUcWPwesvudiZz+Z6rv7dzBg9By5PnqZ1D0+1G8dBnK1obfV6ddcTlErw8H3n0P1bt2o9P102DPzkKgtByO3GwUvfvf8Gf53KHIG34uIEnh9+WP65HRuRPaX/mHBhP7Rb8fkCQc/uQzVGzeAk+vXmg3YRzz+0X0+VC9azcOffgxhLQ0FFx9JZwtcsFrFgZEvx8l33yLktXfIq19OxRefWVCoVf0+VC9+zekt2+P4hUrUb5+Q5P8fIrBICBJgCiC53mUfr8Wx1augqtVKxROugq2jIwTKngrCwwQRRT9dwmqd+9G7sABaDXqIvV7UAoGwwI/x+HwR5+gctt2ZPXpjTaXjEGoohL7334HLYacDc/pvRCqqMSBd96F6PWizbhLkNGlMzi7HRBFHP36f6jcug2db7weZd+vxbFVq+Fq2xYd/nglOLsdgdIyHPjPOxB9frQd/3tkdOmc0u/PU4Hi4mIcO3YMn3zyCbp164ZAIIBt27bhwQcfxA8//IC3337b1CCdiN9++w2vvvoqsrOzsWXLFhL6TwakyHdAIje/aOdjsvkdTlHn5leM1Em5+UPeWDd/JLJHqgroInsCtTZdLr9CbbWI38RaPIc98EfkVA5AVUkZxo8aA7XBgNLUyaZf+XSkMcRtK/n8JrE9iptfie1RjhyvCC+QvJufWYCXEd+TqshfX65qM8GfFeWTSOwH2AI+UHfBX31cD7E+2uMDetE//Nhc+E9EzBUAhveBEe38rIr8ybj5U8HuyMDpfW/Bpp/+CZ/3GGRZwpZtC9Hn9GnIyT5N19eY008QBEEQBFFXDn30CeTtOwAAFT9vQr+5/wAi//SGqmvwy53/D3IoXGerbN2PGPjSvy2Jy5I/gC0PPIzqX3cCAI7/tBGS34/Woy6GLEv4+fY7Eaqqjoy7Hmc89QQyu3VNev5yKISfb78rLFhG5tjv+X8grV1bVGzagu1P/E3te3zjz+j/r+fV8wPCwszm+x5AzW97ovMMBNHqwpFMp2ZjIfn92PrQo6jath1A+FxErxetx4yO6xCuL0K1tdj53DyUff8DAKDi518QKC8PC40uF0SfH0X/fR9Fi99Tt9fu3Yfud94OoYEd1M0JxYX9yz33wXvwIIDwexSzZyLv3CFJO/t/ufv/UHDVFYAsY++CReg07VpsnDVH/YxXbtuB/v96HsVf/w97XnoFAND1z3+CWFuDTff8BVIgbFYsW/sjBsyfF1dcDNXW4tBHn+DA2++g7fhx4B12lK1bD0+vnrC50/HTbbMQqKhAp+unYtsjj6Nyy9bw+W38GWJtLdqMHQPwHIre07+vWl18IX574WUc3/ATMnt0hz0zE76Dh+Bq3QpbH3oUNbt/U5+n3MFn4dDHn6LonXfV/Wv27kP3u+5oEBe46PVi/5v/QfFXS9Xj+44cRuebboQtXf+58B0pxua//BWQw/9vlv34I8565UV1uxQM4ujXy/HbCy+r51e1bTt6P/aw6XeyLMuo3v0b/MeO4fiGn1D03vvqPJrS51MKhSBFrviQQkFUbNqMXc/NU7dXbN6Mvs88dUIXPmVJQqimFrv//QLK1/0YPu7PvyBQUYGCP1wW/ixwHESvD/sWvYFj/1sJAPAdPoI2o0dh4+13wpGdjU43TAPH8/h5zt0QI1fLlf24Hv3m/gOOnBwc+vhTHHj7HXS49hqUfved+nrjp43wHz2K026fiZ/vuCu677ofceazT8PdofCEnXtTZtOmTUhPT0eXLl0AhONx+/btiyeffBKXXHIJfvzxRwwePDilsR966CGce+65aNOmDbZu3Vqf0zaFhH4LhGwRETmOmx8IO42VbH6Wmz/TEZvNn9DNrynAq3XzawvwAlGhG4jN5T8o+vB47W54I/KpWxJwc0UHtBT1X3DuDP0iQVpaeEy3I3bF05EWFRJZ+fy62B6XMxzbY3fFxPawivAqbn4gfhFe5bxDkb7JuPmVyB4tSi5/siK/FYHf6ObWivNmxBP8jWK/dkwruf3a/qkI/sr2VGN9lH1YLn/tHNR5GMYwi/mJPYgMIPb4yQr8QGoiP8vNn+oigMORid59b8Gmjf+E31cGWQ5h89bXMWjAXUizZaU0JnHyI0kSampqYLfbqYAuQRDECUSWZQSDQbjdbvB0eXtcfEeOwFdcjPRIra9jK1epAiAAyMEgSlZ/i7bjLkk4luT3qSK/wrEVK9HqogtRuXWrKvKHB5ZxdNnXSC9on7QrsXz9BlXkDx9YwtGvl6P95RNRvOxrXV//sWOoLTqIjM6d1DaxpkYV+dV5/m8F8oefe3IJ/cGQKvIrHP3fSrS6+CKgAYR+3uFA2dp1urZjK1ehcNLVkUcyjq1Ypdtevn4DuBSdkkQYzmaD7/ARVeRXOPa/FcgZ0B98EhE63qIi+IuLkX1Gb5T+sBae7qehdM33us+4u2MHiLVelKz+Rm2zezw4/OnnqsgPhBfYjq5YifaXXxbn71gOJatWAwDyhg1FoKwcGV06o/rXnRBcTgTKyuA5vRdkSVJFfvX8Vq1G69GjwHGCOgYA2Dwe2DMycHzDTwCArD694S8tQcXmLbBnZ6siPwDYszzgbDaUrFytG/v4TxvB8Sf+fSkFQ7C53ShZrT9+yepv0e3PM3RtYiAQ/r6So/9PijW1OL7xF7Q4JyxCSoEgjkbEY4XqXbsh1taaCtyiz4ejy5ajcNLV2P/mf3TbmtLnUwoEYHO74S8phS09Pea7xlt0EIGyMqSdwPjSUHU1bG43yn9cr2svWbkaBX+4DAAQKCuDMy8PJau/Vbd7Tu+J8g0bIdbUwHPuEIRqa1G9c5cq1IdPUIKv+CgcuS3U93tWn9Ox59UFumM5srNw/KeNMfseXbYcHSb/UXf1R3OmtLQUtdrnAIDH44HH44npu2nTJvTs2TPm778uXbqA53kcPnw4pTl88sknWL9+PT755BOsWbMGn3/+eUrjJAsJ/RYxuvkB6Nz8ko2HwxbSuflttqgYnh75+y9pNz8QdvP7/Do3PxAtwBsoF00je0qlAB6r3Y1qhIXpdEnADRWFMSI/ANRUizFifzyUQrxajLE9TDd/JLbHrAgvAF0RXqObPyjq3fwAwtE9Jm5+VgFe7X3F2W/THMhM5Lfq4k8U05KM8G8U7pV5JJvbDyAlwV/ZL2ZBoQ6xPlZd/sZ5qOeQpFgeT1xnCfza+0aBX7vN2CepOSV5BYjMc3C6stG7763YtHEeAv5KdO44Bk5nNqQE41F8T9OlpqYGv/76a2NPgyAI4pThtNNOQ2ZmZmNP4+SG52HPzsbmzZvh8XiQ1qZ1TBdHm9bYu3cvSktLTYex2Ww4vXt38E4nJH80mtSZnw+fzws7I17U2aoVjpaW4tCRI5anm52djRb5+bFjtW4NXzAIV0tDRCnHwZadha1bt8Lr9Ybnedpp4B0OnYjpbJmP6poa7N6+HY3B+vV6IUkQBPTu2VPNVFdwtcxHbW0tdm7bdsLn1Ld3bziysxEoK1PbnPn5CHi92LppE3p07gxny3z4jx5Vt9uzPJABbNiwAbKc/N/UJxPG16Sh6N2jJ+w52eAEIRwbEsGZn49AKIhfLM6rZcuWaNWiBcDzCFZVw9WqJWr37kWG4SqaYFUVIPBw5uejKnKljxwS4WoVG/eb1q4dioqKcFTzmitwHIczuneHMz8f3oOHECgrR1q7tvAePARbZgYc2WEzk/9YCQSHA0J6uk68dObnQxJFBAOB8PfGkWIAiNbbyMxEqKoKwcpKcHY7bBkZsGVm6D7LotcHSBKcLfPh03yv2DIzwfHcCX9ftm7VCi2zsuDMz0ft/gPRc8vLgxjw4+ctW9S2Nq1awdm6VcwYtvwW2LVrFyoqKtC1oBDO/HzdAirvcIB3ufDzzz8jpFmwUWjfpg2cLfMRrKw44Z/PE/kZ6VxQAI8gwOZOhyxJcLXMR4VmOycIsHs82LRpEwKB+PUhUyEzMxMdIr9r7B4PghXRozvz8+H3+bB/7150atMGos8HZ16e+p4LVVbB2TJfvc/zfOzvJiC8+CSJ6mcmWFEJV8t83QJvsKYGrlax7xNnm9Y4fPQojhQX69ob63vrRPPQQw9h7dq1urbbbrsNM2bMiOm7adMm9O7dO6a9uroakiSZxp3Ho7q6Gk888QSmTp2KDh06oLS0FOXl5Th8+PAJr5VHQn8CwkV4owKn4uYXbdFcfonnYLNLqqNfdfNH3P1KNn9d3Pyy16dz80vHwosAUnUQANt1dLTKj8dqdqMMYde8Q+YwrbIAbURzB4yZ2J8eZwEgXmyPEcXNL/MCIAXV2B7FzQ/AspsfiAr8LDd/uD1838zNzyq+a0XkZ4mqqWawa/c1E/xZ7n6zKB/tOPUh+Bv3055nfcb6qOPHEf21c6kLHONqDtb9ZEV+lpu/vnGl5eL0vrfAX3kQ+Xl9mX0ovqf5YI+4BE877TQ4ThH3BUEQRGMQCATw66+/qt+7hB5nbg58AMDzKPzjVeBsNvWfYrFVa+QM6I/y9RsAALmDBiKn7xnIczjQsWPHuOOKPh863Xgdfpv/EuRQCI4Wueh43VS4srMhutLQ6ncXo/iLrwAAGV27oM3o30FIc6FNu3ZJzV/0+5F//gg1JsHTqxdanh/OrnddeTnKN2yAt+ggwPNo/4fLYE9LR69evaL7e73oeP007HnplfA88/LQceoUOPNaYABDjDnRrF+/HgMGDIhpF30+dL7pRuz657/D88zNQafrr4MrLw8D8vJO+LzEQABd/nQLdvztaUh+P2yZGehy681wZWZiwIABkCUJnW++AZv/768IVVaCdzjQ5dabAVlG//79T/j8TiRmr0lDoBRnLZx0Nfa98RYgSXC1boXCa66GIzs7qXmFamtRcMXlOPj+EnSdfjNKvlmDnAH9kd3vzHAcEABHbg4ElwsdJv8RVdt3wH/sGCq2bkP2mX2RO3gQyn4Ii2vZ/fshZ0B/5DmdKIhcAWREDAbR6fpp2PyXv2LfG2/ijCceRaCsDNl9z0CgrAztLh2Pg0s+gv9YCTrdcB12//sFyMEg7DnZ6HT9VDg8HtglCZ1vugGb/3J/ONcfYdd0l+k3Y+c/nkfJN2vQYfIkOIcNRc2evegw5RrsfW0h5FAINk8mwHHodMM0bLnvAQQrlPflTZAlqUHel6Lfj043Xo/tj/8t7LxPc6HrbbeCF4SY107My0Pp6m/VBZaWF5yPjIICZGnc+q5pU1C1YwcCJaXgbLZwDAzHoW9f9v+OABAaPw6HP/kUHadMxtaHHzshn8+G+IyEamsRqqmFFAig8I9XoWLT5vACEM+j8Jo/AhyHPn36nLDji4EAJK8PnW68Hruenxe+yiAzE51vvgFpHg96ZGdHCkSL6HzzDdjxt79D9PpQ9etOpBe0R8uLLsCxFavQ6cbrkV5YgJYjz8fR5f8DAGT26A5Pz+6QI+/Xzf/3VxR/tRQdp05B5dbt8B87Bk4QkN33DKS1b4f8kefh2PIV4X179kCrC86H4HSiXfv26nwb83vrRFFWVoY9e/bg/vvvV4tyK7Dc/ACwefNmjB8/Pqb9u+++g9PpTOn9/9xzz4HjONxyyy0Awv/PcxyHLVu2nHChn5Ob+rL5CcLv92Pz5s3498t7UFEtIuC0QYwI/CE7j6BDQNAZvkk2Xs3jd6WF4M4IwuGQ4EoLIcMlwW0Lx/a0cMrw2IEcpwinICPbKSLXGUKazQ6XkAEb54BLyATnr4HsqwgL/TXHgeNVYaG/rAJyjR/iMW9CN395VRCP1e7Gr1INAICXgamVBTgtaO2yPXeGgLQ0Hu6MsNibniHAncHDkSaqsT1Ot4j0rJAq9HOZDnAuAULrzHBsj8sJLicrHNvjzg7H9riyVKHfJ1YhJAfgE6shSiFUBDg1tqcywKtCf2UwKvRXBYCaUPixEtvj89oQ8PPw+wVV+Fd/BnlIobAAKwQlCCGJWYDXGNnTkCI/i3gOf1axXqO732wM474Sow9rP63oz9rPuI92u+6+5vjx9jGdG+PcrWAU9hUSCfwAu+guczHAROQ3WwjQvo+sxkIZ32c2jZhv7GsU+k92R7/yndu7d284G7Bg3MkOPS8EQRANA33fslH+YS4sKIDb51ddw8bcatHnQ6iqKuyGz8hIKlpH9PogyxICpWVhRzDPq5niotcH0e+D6PXBkZsD3uFIOcpO9Pkg1tZCCgZhz85WYyxkSYIUDMFfcgx2jwe8zcbMoxa9XsiyzJxnQxNPnFHnWVIKV+tWAMc1aLyQ6AtfTeA7ehSuVq0BDrr6AIqT2nekGM78PIDjmkWByMYWzKRAIFwIVJIRPF4OZ8tW4GyCrqi0VUK1tZBDIciSBMHphOj3g3c4EaquAscLsGW4wzUXvF6A5+ErLoazRQuAF8ABCFZXAbIMu8dj6bUNeb3geAG+w4fhatM6HBMkhMeSQiFAFBGsrYXD4wE4Dv6jx5DWtg1kWY4WODW8ryoqK5GVlQXIMvzHSsLjyjIgSZD8fnA2W/iz3LoVwPOQgkFwPA/f4SNwtWoJWZYbJJ9ffQ5qa8EJQvj4rSOfG7OoHb8fgfJyCE4nBFdaTLFcKRSKxry0yAXHcQkz9sPfg0GItV4I6WnwFxfDmZ9fr5/PhviMSKIYvqIDHMBz4HgB/uJiOHJzwld5NETNBZ8fsiSq71VX61bgOC6mYLIsiuH3XHFx5DXnAFGC6PNCComwezIhiyJErw9SIBBeYIu8J0I1tZHIrsOR30cC/EePwpGbA47nIaSlhX/neb2Q/AHYc7KZ76fG/t46ESh/t3Tq1Am5ubkJ++/btw8XX3wxPvvsMzWjHwhfWX/FFVdg+PDhuPvuuwEAK1euxCuvvIJAIIB+/frhzjvvxFVXXYVnnnkGNpsNd9xxB55++mkcP34cEydOhN1uR0ZGVIMtLS3FrbfeipkzZzLHu/vuuzFx4kSMGDEC33//PVq1aoULL7wQ7733HsrKyvDWW2/pxjODHP2JiBThVdz8AHROfiDq3Ddz8xuz+QEg2ymm7OaXq8K/xOK5+YslPw5qonGuqG6blMifiISxPUkU4QUQtwhvfbr5gcSRPcmI/FYFfkWQVeo9JCKewz9Zd792HDOHPxCbya/dz2qsj7JPXWJ9jPvp5lYPBY+NVwQkEviNfRI5+esTSeAsR/wEEcLBohUobHseeN4W4+qn+J5TjxXrD2Dh59tQUu5FXk4arh3dE+cNYLupCIIgCCIegs2G9EJz57rgcqUsBikiFUuAEdJc4e3ZKQ2tH8tkjhzPQ3A6kJ7gKgFFKGtI8S8V1HkWNs48lefYXcgu+qiIXemF9DdJfcI7HOpza08ik5+F8T0efe+nMduNr7VReE54PGWcjh3CDRpBUvnv1p6VFe2v9NNgfF/t2boVAyLxJcb3mvIetbnd0f0ji3ZuxtgNgfKcWzm+4HQirXVsZJqCci7pBe1N+xgJfw86VTE43eTze7LDCwJ4zesKNPx3jaBJtrCZFL/Viu7uDvrX3Pj5Yf3Osblj3y/G17suv5dPJTZt2gS3243OnTsDAGpra/H999/jH//4B1q3bo3Zs2cDAH777Te88MILePXVV+FyuXDLLbeguLgYs2fPxhNPPIGKigo8+uijaNWqFWbNmoWhQ4fiscce0x3roYceUgvyssY7fPgwDh06hIkTJ2LmzJkYOXIkLr30Urz++uuYNWsWfvvtN5xxxhkJz4mEfguEbIIqjCpFeCUhIvbbeNj4cB6/ks+v3Ffy+AHo7iebzQ9Al80PAGKFH6Egz3Tz11aLKBTScC+64llpD4aJuTjTH/3FaAWlEC9gLbYn1SK8ITkc2+MN8aqb3y9yutgehWDkvuLmB8yz+QGo2fxmBXjNInuUx4C5yB9P4LfFiUwxbksk/CcS/FnZ/eFxY/P7teOwFguSifUBkivem0ysj3ZM1r5aWK5/LWb7GduTEfhj+htd9iZu/vpANiyqKAQC1di87TVUVe1HrbcEPbteSYVbT3FWrD+Aee/+DH/ki/NYuRfz3v0ZAEjsJwiCIAiCIAiCIE55Nm3ahNraWvTv3x+CIMDlcqF79+64/vrrMW7cOLVA72effYby8nLceOONAIDjx49DlmX06NEDa9euxf3334+OHTvivffew759+/Dxxx8jzxCZ179/f7zyyium4xUVFWHIkCEoKCiALMtwu90YMWIEAKCiogLt21tbvCOhPwFhITEqQipOfpnnIAuc6tzneRl2uwSHU9K5+e2RbH4gLPArRXjjuvkB1c0PQO/mj1SgjefmB4Caagkenx3/D10RrLYuNmrd/Epsj3Jfie1R3Pw2uwRljd2Sm9/mSNrND+jd/IFImyU3fyg2T13r5gegi+wBwiJvqiJ/PIHfDO0+8UR/baFdLSzBPjxucoK/doz6dvnHc+ubCf66ORqeb624b8VJb9bH+DqaCfzGx1ZFfqvzMBKyCTFFn8378rCFJBwr/QVVVfsBAMUlG5DmaoFOBRfF9CdX/6nDws+3qSK/gj8oYuHn20joJwiCIAiCIAiCIE557rnnHtxzzz0J+wWDQcyYMQNjxoxRHwcCAdx2222499578e677+KSSy7B5Zdfjssvv5w5xrRp0zBt2jTT8T788EO1hsSePXvUqwwAoLy83FIUERBPKSYAhEU3bRFeOfIzFCnGqzr47Ww3v0sI3zyRWES1CK9NgsCH11lUNz8QdvMHasNufiAc26Nx8yvZ/ABi3PyVVbHioKOOL3Eybv7wDtbd/ADUIrxmbv7IukZKbn6e4ea3kssfc54JRH5bSEpJ5E92HE6zQMGaI2v+tpDIFI2VsYyLHMZxlIURo9Ct3dcWlGIEbu0+MceRYmOUlOdfe3ztcVj7W71ZPW/t+Ky5Kvuz+inPg/FYDUXb1uegTavB6uO9RUtx5NgGiBajoojmR0m5N6l2giCIZBg5ciQmT0594Xjy5MkYOXJkPc6IIAiCIAiCIE4MV155Jd566y1MnjwZU6dOxdKlSzF79mxMnz4dEyZMQOvWrbF8+fI6jbdt2zb07t0bALBlyxb1/oEDB0wLmrMgR78FtBn9Wjc/bwN4XlZv2qx+IL6bX8HGOyBwkVWAYDRTH75ANLYnguLmB6Jit8L+gBf/d2wnbnEW4jRBn0lmFcXNry3CG2635ubn3M6k3PwhOYCAJMMbCh+r3t38gF5EthDjYnTzxxP560PcZ5Eozz/Z/P7wmJr3jonLXztmPKe/WbRPolifeDn+xr7GRQuj278usBZE4jn4AYb7P8FcEs3Vau4+EJvTz4rv4TgOXbtcCp+/DOXHdwIAtu9+F2muFshNI/f2qUheThqOMUT9vJz4hbiIps+ePXvw0Ucf4dtvv8X+/fvh9/tRWFiI3/3ud5gyZQrST/Js6ZOZoqIifPDBB7jwwgvRs2fPxp4OQRAEQRAEQRANQNu2bfHGG2/o2hQ3PgA8+eST9Tre73//e/V+QUEB5s6da3lssnsmQOagc/Nri/DyQljc5wU5WoQ34uZ3RNz8AJAW+am4+QHoYnvsvCu2CC+gFuGVa/xqEV6xwh+J7YlSJYZw/6FdOCz68UjtLvwYrEj6PLUiv0J6hqAT/LXUNZsfaBg3PwCda9/o5led5YzInsYQ+Y3HqKvDP57LP1mnv/o4jstfPYbB5R+vv3E81vja8zE7r0TPg5XzSHRerKsEWFc0xMzjBLr7lQUhnhfQq8dkpKeHi07JsojNOxbCH6g8YccmTl6uHd0TTrt+Uc9pF3DtaBInmzv//e9/8frrr6OgoAB/+tOfcNddd6FTp0549tlncdVVV8Hn8yUehGBy8OBBzJs3D9u2bWvsqRAEQRAEQRAEQcRAjv4EyEI0o19iFOFV4nqUnwrGIrzpmm3GIrwAgKDPtAgvCyW2x1vL4cE9+1AUWRzgALh9NiXy3hJuQzyPO4PXRfaciGz+xnDzGwvuKtSnyJ+sU9sKdXH4G+eUitM/GZe/WfFeK4V7Wdvj5vMn8VyzxorXzlpAYfVjCfz1ceVBMjn9uvnY0tC71zRs2Pg8QqFaBIJV+HnXIgzocRMEPnzlEOX0nxooOfwLP9+GknIv8nLScO3onpTPfwowatQo3HzzzcjMzFTbrr76anTo0AHz58/He++9h2uuuaYRZxhLMBiEJElwOp2NPZVGpbq6GhkZGY09DYIgCIIgCIIgmijk6E+AEtWjOPlFG68rwmuzS7Br7psV4VV+mhbhVdAW4VXmoCnCC+hje145cghra6MO/jybC7mw6/Y3Cvlm2+JF9ijY7NJJ6+ZXxP6YbH6DwK918zNjXExE/ngO+2Rc5sZ9rO5n1eEfT2hOxemfjMvfuI86tonD35jjz3L5sxz3qdx0z4NJO+v5Y/VTzslIQ+Xymy3qAECaqwVOP20SuMjXe2XNAWzftwSy3HA1A4iTg/MGFODVv1yMj54ej1f/cjGJ/KcIffr00Yn8CsqloL/++mvCMYqKitC9e3fMnTsXn3zyCX7/+9+jT58+OO+88zB37lyEQiFd/927d+OBBx7A2LFj0a9fP/Tt2xcTJ07E4sWLY8aeO3cuunfvjp07d+Lxxx/H8OHDccYZZ2Djxo0AgM8++wy33HILzjvvPPTu3RuDBw/G9OnTsX379pixlJz47du3Y+rUqejXrx/OOeccPPnkkwiFQvD7/XjyyScxbNgw9OnTB5MmTcLu3btjxgkEApg/fz7Gjh2LPn36YODAgbjllluwdetWtc/777+Pa6+9FkC4aFf37t3RvXt3XU69LMt46623MHHiRPTt2xf9+vXD5MmT8f3335s+v5999hkmTpyIM844A4888kjc16W+zresrAwPPvggRowYgd69e2PEiBF48MEHUV5eHtP38OHDmDlzJgYMGID+/fvjlltuwf79+03nuGbNGlx33XUYOHAg+vTpg9///vd4++23456Xws6dO/HnP/8Zw4YNQ+/evTF06FBMnjwZK1assLQ/QRAEQRAEQZzqkKPfAmpsjxAV/G28pDr5wzfEFOEF2LE9CmoRXm1sTwQlticey8uO441jxerj7o4M7OdDWIZyTBDzE56XmcjPKsCruPkVkR84+dz84QZDTI8mvsdYgFfB6OY3toe3mQv89UE8170R7VwSufyB+nX6m7n8U3X4x9tHdxyGgC7FEbuNY8fDNP4ozr4NLfIbc/oTkZvVDV06jsWuvR8DAA6XrEeWuxDtWw5OsCdBEM2VI0eOAADy8vIs7/O///0PCxYswKRJk5CXl4fly5dj3rx5OHToEB5//HG139q1a/Hjjz/ivPPOQ/v27eH1evHFF1/gvvvuQ3l5OW6++eaYsefMmQOXy4XrrrsOAJCfH/675Y033kBWVhauuOIK5OfnY//+/Vi8eDGuvvpqfPDBB+jYsWPMeU2bNg1jxozBqFGj8O233+LVV18Fz/PYtWsXfD4fbrrpJpSXl+PVV1/F9OnT8fnnn4Pnw7+HgsEgrr/+evz0008YP348Jk2ahOrqavWYb7zxBvr06YOzzjoLt9xyC+bPn48rr7wSAwYMiHk+77zzTnz66acYNWoUJk6ciEAggI8//hjXXXcd5s6diwsuuEA392XLlmHRokW4+uqrcdVVV1ly89f1fKuqqnD11Vdj3759uOyyy9CrVy9s27YNb7/9Nr7//nu8++676jwqKysxadIkHDlyBFdddRW6dOmCdevW4dprr2VGQL3zzjv461//ijPPPBO33HIL0tLSsGbNGjzwwAPYv38/7r77btPzKi8vx5QpUwAAV111Fdq2bYvy8nJs3rwZP//8M84777yEzw1BEARBEARBnOqQ0J+AsNAo64rwgudii/BqY3siumii2B4VY2yPQq0Pck1Y7Nfn8/PYX+vHI7ujjqozHJnYwwWxcNEiXD/5WlwYyoEArTtfQE21qN7XwhL5ExbgzXREC/CaufldWTFu/pAcgCiF4A3xJ8jNL6lufsDcja24+c0iexKJ/PUl8LMwK6jLIlGsD1B/oj9L8FfGrE/Bn7Ufa+6p5t7HveIhwZiJsvhTGRNgF9itK+1bn4vqmkM4cmw9PO4C5GV1r9fxCYJoOoiiiH/961+w2Wy45JJLLO+3bds2vPfeezj99NMBANdccw1uu+02vP/++7jyyitx5plnAgDGjx+Pq6++Wrfv1KlTMWXKFLz44ou47rrrYLfrrzb0eDx47bXXYLPp/xR9+eWXYwoGT5gwAePHj8frr7+OBx54QLdt//79ePbZZzF69GgA4ZiiiRMn4pVXXsH555+P119/HRwX/v2RnZ2NRx99FN9++y2GDRsGAHjzzTexdu1avPzyy2obAPzxj3/EJZdcgr/97W9YtGgRCgoKMGTIEMyfPx9nnnkmxo8fr5vH0qVL8fHHH+Ohhx7ClVdeqbZfe+21uOKKK/Doo49i5MiR6lwAYNeuXfjoo4/QpUsX8xfBQF3P9+WXX8bevXtx//33Y9KkSeq4PXv2xEMPPYSXX34Zs2bNUvsePHgQjz32GC677DIAwKRJk/Doo49i4cKFunkdPXoUjzzyCMaOHYunn35abZ80aRIeeeQRvP7667j66qtRWFjIPK8NGzagtLQU//jHP3SFyAiCIAiCIAiCsA5F91hA4vVFeJUCvLoivJrYHlec2B4AutgeJgmc/D5Rwp2b96NWCo/X2uZAJ1cGLrnkEgwZMgSjx4zBMls50tJ4XXFdd4YQ4+K3IvKr56yJ7OFcQlTkV9z8Lofq5lcie4xufgAIaARNo5vfJ1pz80sSB0nk1PbwCxXr5o9XgFfhZBL5jcexGu2jxPokE++TbCHfRNE+2n3VsSxG+hgF9HgFf+t6izlfkxgf3bnHKbibKC6pIWAt9HAch9M6T0SXwjEY2ONmuJzZDT8xgiBOCh577DFs3LgRf/7zn9G5c2fL+w0ZMkQV+YHw98oNN9wAICxsK2iFeb/fj/Lychw/fhxDhw5FdXU1fvvtt5ixp0yZEiPya8eSZRnV1dUoKytDTk4OOnXqhF9++SWmf6tWrVTRW6F///6QZRmTJ0/WCesDBw4EAOzbt09t++ijj9C5c2ecfvrpKCsrU2+BQABDhgzB+vXrLRUw/uijj+B2u3HhhRfqxqmsrMTIkSNx8OBB7N27V7fPiBEjkhL56+N8ly5ditzcXN1iBABceeWVyMnJwbJly9S2ZcuWIS8vDxMmTND1vfHGG2Pm9eWXXyIQCODyyy/XnX9ZWRlGjhwJSZLw3XffmZ6XEje1evVqVFdXJ3gWCIIgCIIgCIJgQY7+BIg2HrIoxxThtdkkXRFebWyPAiu2x2FwJXNKbA/AzOcHoMvnB4BHfz6CX6vD/3TaOQ63t+qER0r346s75wAAZt05Bxd/OhIXhnKQwdlUsd/rDc9BL/6bi/wKliJ7XM6wyB9x88MW3h6UfDo3vzcUjOvmVwiKYZFfcfOHIg5+xc2vFftZbn7e4OoPP9f6jHnjYysk6ifEEdm1iHEc+PGOm2wBX6Bubn8zp388l38yDn/tcVkuf+2+6jwsRPawSPYKgETufSvifqpXHQCpF+TVIvB2FLY7D7zF9yVBEM2PZ599Fm+88QauvPJKZoROPFgidNeuXQEABw4cUNtqamowb948fP755zh8+HDMPpWVlTFtxggeha1bt+K5557D2rVrUVtbq9vWvn37mP6stqysLOY2j8cDADh+/Ljatnv3bvh8PpxzzjnM+QDhWJk2bdqYblfGqampwZAhQ0z7lJaWolOnTupjs+cgHnU936KiIvTu3TtmkcVms6FTp066ugQHDhxAnz59IAj6K0Fbtmypjq2g1AKYOnWq6dxLSkpMtw0aNAgTJkzA+++/j48//hi9e/fGkCFDMGbMGPU9RxAEQRAEQRBEfEjoT0DYyQ81tkcb2QNEnfwKVmJ7AEM+P2A5n/+7YzV4/1C0WNqMtu2xMVCDsWPHoqAgXGixsLAQY8aOwbKP1uiy+lkCP2Au8rMie/j8tMSRPRo3vyjWqm5+pQAvgBiRn+XmVwhFsvxZbn7lPiR9AV4AuvuKaGsW2aMQz80fT+S3KvCb9bcq/BvnkEy8j0Kquf6sxYa6Cv7G/oBeYDeK/tox6hursTyN7d63QqJM/6NHj6Jly5YNOCOCIBqDuXPn4t///jcmTpyIBx98MOn9te7weNxxxx1YsWIFrrjiCpx11lnIysqCzWbDypUr8frrr0OSYr9fXS5XTNuhQ4cwadIkZGRk4NZbb0Xnzp2RlpYGjuPw2GOPxQj/AGJEaC1KLr0RbXFyWZZx2mmn4Z577jEdJzc313Sbdpzc3FxdbI2Rbt266R6npaUlHNdIXc83WczeA8YxlcdPPvmk6e8X5e9UM5588klcf/31WLlyJdavX4/XXnsN8+fPx7333otrrrkmhdkTBEEQBEEQxKkFCf0JkLmw0K8Ik0pkjza2B4Aa2wPEj+0BoM/nB6L5/BY4Oy8dc7q1wbO7DmNkbjbO82Rj8t5d+DLi5leYdeccjPpsJMa5WiCTY7/M2qK78UR+bWSPTuRPsQCvVwyL+0psT1BC0m7+UIhX3fySxIGXpGgES5zIHq34mUxkj5lomqzAb4Z2nGTc/skU8VWwIvzHzcY/wYK/9pgs8Z0l/idDKjn7qYj7J2pBwtKxTd6vsixj/5HVOOecB/Dee++hX79+DTwzgiAainnz5mHevHmYMGECHn30UcuivZZdu3aZtimibWVlJVasWIHx48fjoYce0vVds2ZNUsdbunQpamtr8e9//xtnn322btvx48fhcDhM9kydDh06oLy8HGeffbapUK4Q7zns0KED9u7di759+8Ltdtf3NOuNgoIC7NmzB6FQSOfqD4VC2Lt3r06MLygowN69eyGKom6B4ejRo6iqqtKNq1ydkJOTE/eqhkScdtppOO2003DjjTeisrISf/jDH/D0009j0qRJKb2HCYIgCIIgCOJUgjL6LaDG9hiK8Kqufo1r3xX5PyjN3HAFQJPPH9TkvgYSZ8ByHIdp3XPx2oAu+H+dCvB+dSnGaNz8CoWFhRg9Zgw+l8pixkjPEHQufqsiP+fSnJQ2ssfjqZcCvEY3vyrwh3gE/Lyu6K7W2c+HJJ2bP1HeOiuyJ1mRXwhJ9Sbym42d7PjabH2r2f4AEmb7m2bbx8nxN+5vto9ZPn68TH1trn8qt0RYyfVPRGOK/PH47eBS7Cz6DD6fD7fddhtqamoae0oEQZwA5s2bh7lz52L8+PF4/PHHEwrYZqxZswZbtmxRH8uyjJdffhkAcOGFFwKIusiNDu+jR4/i3XffTep4iphsHGvx4sU4duxYcpO3yIQJE3Ds2DG89tprzO3auBmlfkBFRQVzHEmS8MwzzyQcpzFRaggYX5vFixejrKxMfV0B4IILLkBJSQmWLFmi6/vSSy/FjDt69Gg4HA7MnTuXWdOgqqoKgUBsPKXC8ePHY6788Hg8aN++PbxeL/z++PWrCIIgCIIgCIIgR39CJB6AiHBsT+TZYon82nx+rR5uzOdXCvHWld6edBw9LuODknJ8OWcOs4/i6p+YmQ8Pr3+plegeR5oY+ZlY5Ffd/LlZUZHfJLLHJ1bpInvCBXjDTixjAV5AI/Jr3PwAdAV4g0FeFflVsT8UXq2yUoDXGNnDEsKtivwNRaoRPwrJRv3Ey/Y3RuwYjxHP4W/cl7UPy+Wv3VcLK1rIKic6eqe+RP665vOzaJs/ECXV61BVVYW9e/fi/vvvjxszQRBE0+PNN9/E3Llz0bZtWwwZMgQff/yxbnteXh6GDh1qaawePXpgypQpmDRpEvLz8/H1119jzZo1GD9+vHpFUEZGBoYOHYqPPvoILpcLffr0wcGDB/HOO++gffv2unz4RAwfPhxpaWm46667cM0118Dj8WDDhg1YtWoVCgsLIYr1/7147bXXYs2aNfjb3/6G77//HmeffTYyMjJw6NAhfP/993A4HFi0aBGAcH0Ct9uNt956Cy6XCx6PB7m5uTjnnHPwu9/9DhMnTsQbb7yBLVu24Pzzz0dOTg6OHDmCjRs3Yt++ffj666/rff7JcsMNN+CLL77AQw89hK1bt6Jnz57Ytm0b3nvvPXTq1Ekttqz0/eSTT3Dfffdhy5Yt6Nq1K9auXYuNGzciJydHN27r1q3xwAMP4C9/+QvGjBmDcePGoV27digrK8Ovv/6KZcuW4dNPP2XWGACAJUuWYMGCBbjwwgvRoUMH2Gw2rFu3Dt988w1Gjx7NjHoiCIIgCIIgCEIPCf0JkHgOckTv5AU5LIAb8vm1Gf0KxnSRsNjPKMRrgX3lXrThuJjLLxZXlGDMJbFufgUlq//jZd9jUnprAPps/pREfmMuvzs7KvKneRJG9hz3C0w3PxAW+YPayJ6QPrJHzeSXrBXg1Yr8Wswc54lE/oYU+M1gzSHVqB8gvvCvPB91FfzN4nyM8zHG+gDmhXdPxpz8xnTxm12NAejfM2nOXDz22GOYMWMGAOA///kPzj//fFxyySUnfI4EQTQMmzZtAhDOu7/77rtjtg8aNMiy0D9y5Eh06tQJL7zwAvbs2YMWLVpg+vTpmD59uq7fU089haeffhrLly/HBx98gI4dO2L27Nmw2Wxxs++NFBYW4qWXXsIzzzyD+fPnQxAE9O/fH4sWLcLDDz+MgwcPWh7LKna7HS+88ALeeustfPjhh5g7dy6AcMHZPn364NJLL1X7ulwu/OMf/8Czzz6Lxx57DIFAAIMGDVIL+T7++OMYPHgwFi9ejBdeeAHBYBD5+fno1asX7rjjjnqfeypkZmbi7bffxvPPP4/ly5fj/fffR4sWLXDVVVdhxowZyMjIUPtmZWXhzTffxBNPPIElS5ZAlmUMHjwYCxcuZBbdveyyy9CxY0e8+uqreOedd1BVVYXs7Gx06tQJM2fORH5+fsw+CoMHD8a2bduwYsUKHDt2DDzPo3379rj77rspn58gCIIgCIIgLMLJdanQ1Yzx+/3YvHkzHvq8BEdFDkGnAJtThsMpwpUWQlpaCK608H1XWggeO5BuB1o4ZbgEwGMHcpwinIKMbKeIXGcIDp6DU0iHjXfAybvhgB0I+iD7KsLFeGuOA74A5PKKcDHeWh+Ol1Rj1JPfoWWaHX8/pz06ZDoRKBdxtELCpev34ovl/4tb3Gz//v343ciReLVND2QJ4XUdlsAPwJrIr0T2ZGeGc/kNkT1aN79PrFbd/GV+mxrZUx4R+yuD+sie2mDUze/z2hAK8ggEeAT8Avx+IfJYUHP7pVBYXBWC4ZgbW1BK6Oa3mstfF5F/wZLJCftMmbDI8nipkKzzH0js9jcr4mvmrjeOpxX84+1vpdaA2QLAiaS+hHyzSCXj4oVxQcq4n9W4KeN7d8GSybjtttvwwQcfAAgLOUuXLkW7du0snsGJQfnO7d27N5xOZ6PO5WSCnheiMSgqKsIFF1yA2/4/e/cdHlWdtnH8Oy09oUdaKEpVBAQUEVYERcWCveyuYl1WwIYFF1fXsiorqGt/UcoKiDQLCiqCIAKKBaxU6S20FNIz9bx/TGYyk5kkkxCYBO7PdXGROXPOmWfOnJnAfX7z/O6+239hUOR4p8/b8LKysti+fTtt27aNaGJqOTbWrFlDz549o12GBNBrUrvo9ah99JrUPsfja6J/t2hEf6UMiwmPUTLSuExv/ooETsTrYylpn2M1xWAzx0EEI/qfmvcH6bkO0nMd3LJkO4uHdMRq8zDzYDZ/6n8eCQkJZGZmlrt9YmIi5553Hh//8ht3NjkJKA34oXQUP0BMAwtgqTzkj4utNOQPbNlT5PIGxGUn4A1U5Ql4A0L+SCbgrUpf/uqE/FPn3VylD8nyLgbU1AWA6rT8qWxi3yMd4R9uwt5w20fyrYPa2gO/umryGwoVzc3gO++ee+45fvzxR/bs2UNOTg6jR4/m3Xff1USHIiIiIiIiIiJ1lIL+Shi+4MscGvZbrR6sVo+/J395E/HGW6rX8mXJ7wd4/8d9/tuP9k3DZjbhAdblOVi/fBn9z+5dcm+YgM4ovatjYnxIwA/Bo/iByEL+MJPvVrdlT4HLRJ4jfMseh93sHcnvCujNX/JzYMseX9gPVWvZU7q8+iF/JKP3qyLc/moi/K9q8B+uDY9PdQL/ivr3l92+7D7KC64jGflf20Q6QXJl20V6YaC88zclJYXXXnuNq6++GsMwWLZsGbNnz+bGG2+sVn113R133MHKlSu56667GDVqVIXrduzYMezyefPm0blzZ//tgQMHhm0z8sYbbwRNdikiIiIiIiIiUhMU9EfAsJgqHc1ftif/kTDFx3G4wMEj7/7uXzbk1MYMblf6tZMpvU/C5fQ+qKOw9MHtBeHbo0BpuA/4R/EHtuoBqhbyB0y+6/QUY/cU+EP+IpfTH/L7Wvb4Qv6yLXucHu9ofiAg1Ke0H7+7NOD3uE3gMfwhv3/UvscIG35W1rKnuiF/TQf8FTkao/8Dn1tFoX9NBf4VTdjr3Uf5oX/ZfZXdZ004FhcNIm3ZA1WbiLei/vwVOeuss7jzzjuZOHEiAE8++SR/+tOfot7C51hbsGABmzZtqtI2V199NTfccEPQsjZt2oSs169fv5C2J23btq1yjSIiIiIiIiIilVHQXwmP2QQe70S85oA2POVNwhtXfs7u3c4cU/6dMXFQ7ADg6ak/ceCwHYDGiTaevKw9FLr8q5qTbFjznbicZmISPP6wPzDMD/sQZQJ+X6seqEbIHzD5rttwAuAyvC17gJCQH0pb9hS4Slr4hGnZ43BU0LLHY8Ls8fjD/cDgvqote6oT8h/LgL8yNXUBIJLQv7qBfyQT9nr3UX7o79tXecqbI6AqKrpoUBMXAWryokRFxyKStj2BHnnkERYvXsyOHTvIy8vjH//4B9OnH935I2qT3Nxcxo4dy5gxY6o0UWZqairdu3evdL0GDRpEtJ5IbdOyZcsqXwATERERERGR6FLQX0Vmi4EtIOAPF/ZXxOVxYLVUEPYDS1fvZs5X2/y3n72uMw0TbRgWM0aeA0u9WNw5dn/YD0BCZI9fWcAPhA/542KCQ35rTFDIH0lf/nxnacsegDwHFLhCW/a4nBW07HGFtuwxVxLyW13usH35fepiyF+RsnVWJfj3PffqBv5V7d8fbl+Vhf5lVae/fVUuDoQLzyMN/ysL+CMZzV/RPioazR/J3BLx8fG89NJLXHPNNbRu3ZqRI0dWus3xZPz48bRr147LLrusSkG/iIiIiIiIiEhto6C/Eh6zCY8ZzEQ2CS9E1sbH6SkmBlvI8oIiJ/94Y5X/9uW9mjG4a6q3FhxATEjYD5QG/uXwrRcY8EOYUfxQ+Uh+awxGbCJAUMhvdxdWuS8/lIb8xUVWHHZzpS17rC5P2JY9lYWm5U2+G6iuh/zhVCf4jyTwr4n+/b59+VQU+geK5AJARcKdK0ca/tdEDZU9TqSj+cuexxWdv71792bixImcd955xMfHV1rT8WL16tXMmzePjz/+uMrbzpo1i8mTJ2OxWOjWrRv33nsvvXr1Clnvq6++olu3brjdbk499VSGDRum/vwiIiIiIiIiclQo6I+QL+Qv/bv0vpgq9ud3GQ4sJhuG2RIyhe5L7/1E+qF8ABomx/Lv23pishoYBXbMyTEhYT8QFPhXJFzAD4S06gEqDPmxxQFQ7M6LePLd8vryF7tD+/I7S1r4BI7o97gICvbNZXr0W0uuGgSO5i/bl9+nvJY9x2PIH07g86ks9K8o8K/JCXvL7rO8/Zbuv+IWVdW5EBDJvAA1pbzA/mj05o/k/B08eHDEj3s8cDqdPPHEE9x+++2cfPLJVdp2yJAhDBgwgNTUVPbu3cvkyZO55ZZbmDJlCr179/avN2DAAE4//XRatmxJRkYGM2bMYOTIkYwbN44rrriipp+SiIiIiIiIiJzgFPRXwjCboCSrLBv2B7KFyRVjLZGN+jVZ4zGA9X8cYNKcn/3L/3VLDxqlxEJhMabEWIwCb89+b0DvDfshOMCv9LHKBPxQTqseKDfkN8yWkJC/KpPvFjor7ssf2MLH4zF5W/Z4PKWtesKE/Efalz9cyH+8Bfzh+J5jtAJ/iCz094m0ZU5FgXmkFwEiqbGqKhqRX1nLnoq+kRLJBSspNXHiRIqLixk+fHiVtx0/frz/5169enH++edz+eWX8/LLLzNz5kz/fY8//njQdoMGDeL666/npZdeqlbQv3bt2ipvIyIiIiIiIiInDgX9VRRp+56I2eLA5Q3sWzarx81Xn8HU93/i7K7NufrcNmAqCRhLwn4z4MlzYIqzYIqLxyhpeO8L/cMx+QL9cAE/hO/HHxNXIyG/s0zmGDL5bjX78ltcnir35VfIX75oBf5QtUC9JibNLRuoV2UegCMJ/Gsq5C+rqhPwVsYwDD799FOmTp3K9OnTiYuLq/I+arP09HQmTJjAM888g8PhwOEo/ex0OBzk5uaSmJiIxRLZBaGkpCT69+/P+++/X+F6FouFiy++mBdeeIGDBw+Smppapbq7dOlCbGzkF3VFRKRq7Ha7LqqKiIiISJ2moD9C1Qn47W5T0Kh+t8fln4jXbTixURKgWWPAVURKchzPPDyI6y7qQLLVhDkhHqOouHSEfUDYD6WBv1fpBL+lywLqTw64v0zAD9RoyO+bfNfpIWxf/sCQv2xf/qCWPW6TP+Qv25ffXKYvf2DYWdXJd8s60UL+QFUJ/Kvavx+CL7ZUFvpDzfTNr+wCgC9kr87Ev5XVF0kf/qqG/OVdsILgi1bVPY9Hjhzp71v/f//3f4waNapa+6mtdu/ejd1u5+GHHw65b8qUKUyZMoV58+bRuXPniPdpGAYmU+XnqmGUfC5FsK6IiIiIiIiISFUo6I9AeS17rNbIWmQUuc3EV7Kur30PQLeurcFRDMUOTBA27Pf17Pfx9u4PqDngPggI9yF8wA+lrXqgNOSPT8EwewPQSEP+QpeZfGf4yXcdnuCQ39eX3263BIX8LqcZjwssAW16rCWj+f0j9AP68gNBffnLinTy3RM55A8USeBf3dH9PhWN8vcpLyiv7gWASPv+V6e9T1WFO1erEvKXVVMte8466yx/0P/aa69x5ZVX0rZt2xrZd23QuXNnpk2bFrJ86NChDBkyhGuvvZZWrVpFvL/8/Hy+/vprunXrVuF6LpeLhQsX0rx5c5o0aVLlukVEREREREREKqKgv5oqCvmdHogtJyd0GQ6sJaPvnZ5ibOY4TAHte0LExZYb9vuUDf19gsJ9CA34S/YfNIofvCF/XD3/KH4IDfndHle1Qv6yk+867JZKJ9+1uDwR9eUvO/ludVr2SLCaCvyh/JC9bHhdUfDvEy5gjyT8r2roX51JfStT3sWoqob8FZ3LR3LB6uabb2bOnDn8+uuv2O12nn76af73v/9Ve3+1TUpKStCkuYGaN2/uv2/v3r0MGjSIESNGcPfddwMwefJktm/fTu/evUlNTSU9PZ0pU6aQkZHBCy+84N/PggULWLJkCf3796dp06ZkZmYyY8YM1q1bx0svvXT0n6SIiIiIiIiInHAU9EfAbDEwRzixbnmKXGZiYrz7cHkcYAaLycb69buY+s5iRt93CY2SSla2BfTELvZeADDFxwWH/T5lQv8QCQGBfomgUfxlWvUAQSG/01OM23BGPJLf7g4O+YvdwSF/cZHVP/muL+R3lO3NbzcF9eM3l2ndo8l3j72p824+ov79ENkof6he8A9Vb6sT2bcOajbwj2QUP0Qv5AdvL/mxY8dy6aWXYhgGixYtYvny5Zx77rlHtN+6xjAM3G63v90OQNu2bVm8eDGLFy8mPz+fpKQkzjjjDJ599lm6du3qX69ly5ZkZmYybtw4cnJyiIuL4/TTT2fSpEn86U9/isbTEREREREREZHjnIL+o8zuNhFfcpQdHoP4gMzS5XHw9NPvsXLlOj7+5Dteeu4vXHJ+R3AUBof9JUJG9oP352J76AOXuSAQNIIfwo/iL9OPvzohf64zOOQvdIYP+V1Os3ckv8sc0pvf7AmdfLeykF+T7x59NTFhL0Q+qt4nXLuaqo76ryj0P9qBf3kj+AMfO1A0Q36fbt26cd111zFnzhwAnn76ab744ouIJ6itizZt2hR0u2XLliHLBg4cyMCBAyvdV/fu3cO2BxIREREREREROVoiGyorR8WSL39n5cp1ABQVOWjXvqX3jpKR9d6f47yhPHjb+MTHlYb2PnGxoX9K+Nf33xfj7cUfOIr/GIT8rjLteewBo/hdroCQP2DyXV/Ib3F5wob8Pgr5j62p826O6JhZXJ5K2yOZ3UbQn0hZXZ6gP5UxeYxK++lHUoPV5Q75U9F9FbXpqa0hv88jjzxCQoL3s2jDhg3MnDmzRvcvIiIiIiIiIiI1R0F/JSKd9NNZkucVlz94FwC3xwWAw+HiP89+6F9+6qmt6NihuTdwB28A7x9tHxz2Bwb+5f5pUA9Tg3rlB/wlIb/JGu9t1ROfghGb6A/57Z6CGg35i4usuFxmHPbQkN9RMhFvYMjvD/TDjOT38fXlryicrSy4VchffTUZ+PtUJ/QHIg79ayrwD37s8gP9SPcdrq5ohvwATZs2ZeTIkf7b48aNIzc3t8YfR0REREREREREjpyC/qPE7i69QFDkCj7MLsPBu1OXsWP7QQASEhLYuTODrHwXWGNKw34IDvtTUkIC/3L/gHfdcgL+8kbxF7vzsHsKvHV6HNjdhUc15Hc5zXjcppCQ3xrQsgcI6cMfOPmuT7jR/IGORTh6Iqpq4F+d0L86o/0rcjQC/+ruK1zAH+2Q3+fvf/87zZs3ByAzM5NXX331qD2WiIiIiIiIiIhUn4L+o6CoJH8uDAj4fSG5w2OQl1fMhNeX+O976KGHuPTSS5k4aVHwjnwtfGxxoaP7K/qTklIa7pcT8PtG8ZfXqqfYnY/dXYjDY1Qp5He6y7TrcZn9Ib/HYwrpx+9ymsFh+Hvylw35faP5gaC+/L6Qv7otexTy17xIA38IDv2PVvAfaeBflcetisq2i2QUv28/Psf6PI6Pj+ef//yn//aMGTMoKCg4qo8pIiIiIiIiIiJVp8l4j4DLZcZq8+DwgK2cSyZ2t4lYS3CYN33yN+TmFAHQokULbrvtNvbv38/gwRfxtzsvpGFSjHfiXVeRN5x3FHo3DDNBb1hl1yu5YOAfwV+yjmH2TqwZrh+/2+OqVshf4AoO+YuLrP6Q3263eNv0lBPyW1yesCF/2cl3jzTkl6Mr0kl7A5V9jcqbyDdQpJP6+s6L8ibw9Z0/kbTpqokR/uVdXKhoFD9E72LVFVdcwdSpU+nYsSP33XcfiYmJx+RxRUREREREREQkcgr6j7HDWYW8O+Ub/+1HHnmEmJgYWrVqxeDBg5k4aRGPPHw1ACZrDLgcBMV9jsLIAv+ACX0jCfiBYx7ye1xgiULIr9H8x8bUeTezZs0aevbsWaXQH4Jft6qE/scq8K+OSAN+qD0hP4DJZOL999/HYrEcs8cUEREREREREZGqUdBfBWZL9Ubz2t0m4kuO9PSJKyks8Abrbdu25corr/Svd++995eO6m+QBM5ib89+Skb3Q1CAX5myAT9Q7ih+wD/pLlBuyJ/vNFHkrrgnf7iQv2y7Ho8L/0S7FpfH2+KkkpDfJ9KQPxyF/NEReNyPZuhvdhsVhv3gPV/KC/uhZgP/iloDRRLwQ+1oO6WQX0RERERERESkdlPQfwxlHsrj/Rk/+m8/+uijQQGaf1T/5MU88tBV3nA+IOz38Yf+ZQRN4htBwA/hR/GDd06Bw3aLP+AHjijkdzgsISG/xenxh/y+SXgrCvmtLneVQv7aEJBKqLKvQ3Va/FQU+NfE6H4IDekjCf4j6flf3rwBlZ2/ULvOYcMwMJmOzrcfRERERERERESkahT0V8YMuKu+mdMDsQGDYItcZmLrJTPyH4N55d8L6NChI4MHDw7Zzj+q/28X0aBBMqYwbXp8LX2A0kA/UMA2ZQN+IGQUf9lWPcBRCfk9HlONhvyBFPLXXdUZ7V+TgX9FYX+gSEL8ikQa8EPtPn8PHTrEa6+9RkZGBm+++Wa0yxERERERERERERT0R8RsNjCbj3wSTovFzMF9uVx3/bU8+MDDYUfD+kf1T/yC0aOvxTBbMHnc5fflD7PcF+6DN+AHwo7iBypt1WN3m3B6qJGQ32U31WjIX15wqsl3666qTuQbaeB/pKP7q6u8c9RXV1m1fRR/ZmYmffv2paCgAIBhw4bRvXv36BYlIiIiIiIiIiLUfLJVQ/bt28e9995Lz5496dGjB3fffTfp6ekRbfvSSy9x++2307t3bzp27MiHH354lKsNLzAst7tN5B4uZMGcNYy6/0FatGhR7nb33ns/06Yt5WBmBuAN7gP/AN6AP6AtT9n7nZ5i/yh+u6fAP4o/sFVPkcvpDfjreMivyXePP1Pn3ez/E4nKLu5UNncDeM8p358jUdl+zG6jTob8AI0aNWLAgAH+26+99loUqxEREREREREREZ9aGfQXFRVxyy23sG3bNp5//nnGjRvHzp07GTp0KIWFhZVuP336dIqLiznvvPNqvDabzYPVVr0gcN60VfzpT/1JSEggMzOz3D+JiYmce25/Jk/60j8iP1DY4J/ScL/YnRcU8EPpKP5wrXrKC/lzncEhf54jNOQvLrIq5JejKtLA3+LyVBj4lxewhxMY1lf1T1UfP1zdVbnIcaw98MAD/p8XLlzI5s2bo1iNiIiIiIiIiIhALW3dM2fOHHbv3s3ChQtp3bo1AB07duSiiy5i9uzZ3HbbbRVuv2bNGsxmMzt37mTevHlHVIupCj36i90AJsAb5tlKLqOsXLCGk5qlsGntPnZs2se5/fsS3LXHFOYnOO1wK29f/QiuK/j67wP+cB8I24sfym/VA/hD/uKS5+0L+Z2e0JDf5TIHhfwOuwWXy3xUJt71LlfIf6KaOu/miFr6WFyeI+7dX5PKu7hQ3kWJ2n7eduzYkQsvvJBFixYB8MYbb/Dyyy9HtygREZHjiNvt5oUXXuCjjz7CbrfTr18/nnrqKRo2bBiy7oQJE3jrrbeClhUWFnLzzTfz2GOPAd7f3XFxcZjNpf8+Wr58OcnJyUf3iYiIiIjIMVUrg/6lS5fSrVs3f8gPkJaWRo8ePViyZEmlQX/gP2KPFacHbJbQ5UX5Rcz873yKCuyccmoLXp37d1o2SwIg3uohxmzCYva+DFaTd2Jdqzl4gt3AEL884cJ93/KyAT9QbshfdtJdoNKQ32634PGYFPLLURdpD//Kwn44uoF/Rd8cqKsBf6CRI0f6g/6PPvqIhx9+uMJ2ZCIiIhK5t99+m6VLlzJ37lzq16/Po48+yujRo5k0aVLIunfddRd33XWX//aOHTu4+OKLGTJkSNB6kydPplevXke9dhERERGJnlrZumfLli106NAhZHm7du3YsmVLFCqi2pPxrvjoO4oK7AAUFthp0DiJInfpYXd4DNweF0Bwm52AkfiR/Am3nd1dGNymJ6BVz2G7JaRVTyQhv69VT2DI7/1ZIb8cOzXRysfH11In0rY+le2johH85Z2vde2c7dWrF3369AHA5XKFjCQUERGR6pszZw533nknaWlpJCcn8/DDD7NixQr27NlT6bazZ8+mc+fOdO3a9RhUKiIiIiK1Sa0M+nNyckhJSQlZXq9ePXJzc49pLYEBf1XD/sIiJ1/NXem/ffnQ/tg9pV+i8I2uDxf2Q3BwH45/ct2ASXbLBvzhevGHC/nDTbqb54AClzfkzy8uGcXvNONwBIf8vgl5A0N+i9PjD/mtTo9CfqlxNTVRb6CygX2kfyp7/ONhFH9ZI0eO9P/83nvvkZWVFcVqREREjg95eXmkp6fTpUsX/7JWrVqRlJTEpk2bKtzW4XDw4YcfcuONN4bcd//999O7d2+uu+46/7fyysrNzWXPnj1Bfw4cOHBkT0hEREREjpla2boHwGQ6Nv2zI1Hd0fxrvlhNXlY+AA2apNB3cDf/fUVuM/EWD0UuM/FWDw6PQQwuLGZrUNhvNcVUHPYHrOu7WFBemx6g3H78EBzyl5101xfkOxzev8sL+XEYWNzeEN8X8ps9xjEJ+e99/FTWrFlT7rE6FqL9+LXR0Twm9z5+KgCv/nt9hev5zpfK2vnUlMouLvjqrsvnS3JyMm3btmX79u0UFRXx7LPP8pe//CXaZYmIiNRp+fne/zskJSUFLU9JSfHfV56FCxfidDq57LLLgpa/88479OjRA4AlS5bw0EMP8frrr3PuuecGrTd16lRef/31oGWNGzfm1VdfZfv27Wzfvr1az0mOjrr878jjlV6T2kWvR+2j16T20Wty/KmVQX9KSgo5OTkhy8sb6V8bGR4PK+Ys99++6C9/wm22YXcbgDfc9ykb9vuUDf3DKRvu+/YH+FsEBfbiB8KO4ofIQn6H3YIzMNwvE/KbaijkLy/gh9o7kn/NmjX07Nkz2mXUKsfqmEyd1zPiiXrh6AT+kXxzwHeeHi/nysMPP8yIESMAb7jwzDPPEB8fX6192e121q5dW5PliYiI1DmJiYkAIaF+bm5uSPhf1uzZs7n88sv9+/DxtdsDuOSSS/j222+ZP39+SNB/yy23cNVVVwUty8vLo7CwkLZt24adDFii43j5t+TxRK9J7aLXo/bRa1L7HI+vSVZW1gk/MKFWBv3t2rVj8+bNIcu3bt1Ku3btolBRZJxuiCuZkHfr6s1k7s0EID4pnjMv7e1fzxu4e4PGeIs3HAwM+/08TmLM4b/ZELQepeE+hAb8vsesaBQ/hJ901+XytuzxePCH/I4wk++aXR5MAX34Iwn5rS7vFYbjIeSX6It0ol4Ifx5VJfyvSjug4/n8vPTSS2nVqhUJCQnccsstteqbWCIiInVRSkoKzZs3Z926dXTu3BmA3bt3k5+fT8eOHcvdbsuWLaxevZrHH3+80scwm80YRug3llNSUkIGVek/zCIiIiJ1R60M+gcOHMi4cePYvXs3aWlpAOzZs4effvqJBx98MMrVBXM5zWAJDv0KXCa++/hb/+0zB/ciNiEW8GB3m4i1GEFhP+Bv4wMEjfYvG+gHChfu+5aXF/CXN4rf6Q4N+QMn3fV4TP6Qv+xo/miF/MdzgCrVN3XezRGF/WVVJbyPtI7jndVqZd68eaSmpirkFxERqSHXX389EydOpHfv3jRo0IDx48fTr18/WrZsWe42s2bNonv37nTq1Clo+R9//EFxcTGdOnXCZDLx9ddf8/HHH/PSSy8d7achIiIiIsdYrQz6r7/+embMmMGIESO47777MJlMvPLKKzRt2pQbbrjBv97evXsZNGgQI0aM4O677/Yv/+GHH8jKyiIjIwOAtWvXkpCQAMDFF198VGsvdoPjUBZbf9joX3bOlWcD3pY5CdbSsB9KR/L7gvrAwL8ygeG+b1+BAb/vMX23w43ir6hVT2DIb7dbQu6rKOT3haY2uxtzSYhf3ZBfo/ilqqoyuv9oPO6J5KSTTop2CSIiIseVYcOGkZuby7XXXovD4aBv376MHz8egE8++YQnnniCn3/+2b9+cXExn3zyCWPGjAnZV1ZWFv/+97/Zu3cvNpuNtLQ0nnvuOc4///xj9nxERERE5NiolUF/QkICU6dOZezYsYwePRrDMOjTpw+PPvpoUM9JwzBwu90hXz197bXX+OGHH/y3Z8yYwYwZMwDYtGlTjdTocpmx2rwBtG90vK0kd1/72SooqemUXh2o37wJdjfEWoygsB+8ywJH8pcN7ysTGO5D+IC/KqP4w026W7ZNj8djwmU3YfaUhvyWgIC/7Ch+UMgv0RF4rhyN0F/noojI8W/Zmt1M+3wDGdlFNG4Qz9DBnTmvZ1q0y5LjmMVi4ZFHHuGRRx4JuW/IkCEMGTIkaFlcXFzQ/30CnX322Xz66adHpU4RERERqV1qZdAP0Lx5c1577bUK12nZsmXY4H769KM7itflNBMTGxpAOz1gs0BhTj6YTGAYnHnFOSHrlQ37SwWH/IEtfCC4VU9F4b5vmS/gh/JH8ftul9ePP9ykux4X3lDfF+5XEPIHBvpHOumuQlU5EmXPn6oG/zr/KmcYBqtXr+aUU07RhH0iclxYtmY3r8/9FbvT+w+qQ9lFvD73VwCF/SIiIiIiUqvU2qC/NvL1qY+NdZe7jtMN/e69gbP+MojtX/9EWs9O/rAdSkfxhxvZXzb4t7st5T5O4LpVCfgrGsVfth+/97Z3RL8v5MdhYHEbpcF+QNue8vrxA1UK+TWKX44FnVM1a9GiRbzwwgusW7eOMWPGBLVTExGpq6Z9vsEf8vvYnW6mfb5BQb+IiIiIiNQqCvqPgMvpDdh9LXx8I+RtFkg5qSHdrr8As8Xwt8wBb3sfX4/+wqBe/JFPBFpYpoe/L/QvG/BD+DY9vvsratVTlX78RzPkVxgrUjccPnyYdevWAd5vVQ0fPhyLpfyLlSIidUFGdlGVlouIiIiIiERL1RrCi58nII92Oc1BYb4zoB9+oKKSsN3p8YbzZUflR/oHSrfPd3on2c11lvbh943i94X8hc7gUfz5xd4WPb4/Dod35L69pA+/w27B4bAE9eWvTshvdbkV8oucIIYMGUKDBg0A2LNnD0uWLIlyRSIiR65xg/gqLRcREREREYkWBf0R8nhMYX+uTGDbHPCG8eEC/7LBv0/Z+/Od5Yf7mXZTUMCf5yjtxZ/r9Ab8ZUfxO+ylIb/DbvEuL/nb5TR7J90tmWzXN+mu1enB4vL+ibG7sdndWFze5YEhv9ldGvqXDfl99wH+fflMnXezQn6ROiYuLo4///nP/ttz58495jU4HA66det2zB9XRI5fQwd3JtYW/O2kWJuFoYM7R6kiERERERGR8NS6JwK+YN/jNuExe392Oc2YAy6TeFxuVjzzGs26daDdeT1olJYasAdfgO8NtuMspS12itwQH/D/R2c5FxGKynxDIPAbA2V78Hv3UzqC31dvRb34A+/3te4xuzzHvB+/An6RuuuGG27gzTffBODLL7/k8OHD1K9f/5jWYLfbj+njicjxzdeHf9rnG8jILqJxg3iGDu6s/vwiIiIiIlLrKOivhD/k95j8P/sm5A1s35Px20Zytu4mZ+tudn69misnPErgFybiLKWBvC/w9y0vG+KHU7YVUOm+gifZhYoDfo+HkF78Ho+pdB2nGY8LzJ6a78evgF/k+NauXTu6devGr7/+isPhYMGCBdx0003HtAaTKfJvXImIROK8nmkK9kVEREREpNZT0F8JwxPatsdsNkpHvZdk+XtWrvGv07xvD5yYMZWZXzeuZOR+YEgfGPqXJ3h9r3Cj933LofyAP5JR/GbAUtKex1wyot83qt8X8AMh/fiBoNAfFPKLnGiuvvpqfv31VwA+/PDDYx70i4iIiIiIiIiciBT0R8jXtiewfQ94J+UtzrOT8fM6/7KWf+oRMgLf6fEG84FtXoNH+ZfPt6/AYB9Kw33fOi6n96pDJAF/0Gj+oziKH8oP+RXwixx/rrjiCp5++mncbjfff/89u3fvJi2t5kbCzp8/v9z7XC5XjT2OiIiIiIiIiEhdoqC/MiW5tK91j++P02nGZvPgcprJ+ukXPCUBU3KrFsQ3bQ54KHZ7w/zAQN7pAVvJtwCcEbTs8W3jU1G4D1QY8HvcppL7TJX24i87ih8ICfkDR/H77geN4hc5kTVp0oT+/fuzdOlSwDuq/7777qux/f/3v/+t8P5mzZpVeZ933HEHK1eu5K677mLUqFEVrtuxY8ewy+fNm0fnzqWTc3o8HiZOnMjs2bM5dOgQbdu2ZeTIkVx00UVVrk9EREREREREpDIK+ith8hghk/H6/vaF/Qe++9G/fmrvM/2hO0AxnpB9+sL6GHPIXSHrBApsywPB4b7vdlUDfjMeLCUj931/RzqKHyizTKP4RQSuueYaf9D/wQcfcO+999ZY73zffmvKggUL2LRpU5W2ufrqq7nhhhuClrVp0ybo9iuvvMLkyZMZNWoUp512Gp999hn33Xcfb731Fv379z/SskVEREREREREgijoj4DHY8JsMYJG9LucZqw2DwWHDpO3dbN3RZOJRj16+YP3ssqG/r4R/2WXlRW4v0jCff/yMAG/x20K26bHHPizL7gPE/JrFL+IVOaiiy6iQ4cODBo0iKuvvrpGJ8h1uVwcOnQo7Mj9ffv20aRJE6zWyH615ebmMnbsWMaMGcODDz4YcQ2pqal079693PszMzOZPHkyw4YN44477gDg7LPPZufOnbzwwgsK+kVERERERESkxinor4TJY0BJkG4tadUDYLX62vb84F83pUMnrMn1cDi8QbtvHastzPD8EvnO8h878JsBZUfxB4b7AE5fkB8Y6pcZwY+vHU+ZgL+yUfy+46Be/CISifj4eJYuXVqjAb/PtGnT+OOPP/jPf/4Tct+rr75Kx44dufXWWyPa1/jx42nXrh2XXXZZlYL+yqxYsQKn08mQIUOClg8ZMoRHH320xuctEBERERERERFR0B8Bs8cIGosfOCHv4V9Lg/5GPc/CYbdgNhtYbR4cDjNmc3Do7xMu/C/7TYDAoN8X7Ht/Dg33Pe6SYL9kJH9g0O8N+ENH8FcU8ANHPIpfAb/IietohPzgbbUzfvz4sPfdeeedPPzwwxEF/atXr2bevHl8/PHHVa5h1qxZTJ48GYvFQrdu3bj33nvp1auX//4tW7YQExND69atg7Zr3749AFu3blXQLyIiIiIiIiI1SkF/JcweA5PbwAy47Cassd7lLqcZd95B7AfSATBZrcS37+Hv2+8L/AF/6A9gLsnuA0N8H0+Z7D9csO+7XTbc960fuNzXgz/SgN/3fMv24o9kFL/a9IjIsbB3715OOeWUsPedcsop7N27t9J9OJ1OnnjiCW6//XZOPvnkKj3+kCFDGDBgAKmpqezdu5fJkydzyy23MGXKFHr37g1ATk4OKSkpIRc76tWrB8Dhw4er9JgAa9eurfI2IiIiIiIiInLiUNBfCV8o7oGgsN/jMeHIzMZarzGunAwS2nTCMCfgcnl7+ftCfigN6oGg5YEC14HSUN93ny/AD7rtG7HvW+bvv29gcZeZWLecgB+odLJd3zre5RrFLyJVk5mZyb59++jSpcsR78vpdJKXl0dycnLIfXl5eTidFfRDKzFx4kSKi4sZPnx4lR8/8NsEvXr14vzzz+fyyy/n5ZdfZubMmQAYhhH2Gw2GEf7zPxJdunQhNja22tuLiEjF7Ha7LqqKiIiISJ2moL8SJqO0lU1g2G+2QkzLzjQfNh531h5MhguXy1za9sZsYLaUbFcS4pcX8geuE/izb2S+b1ngaH3/soBwH7z996sT8Ptua7JdEakp27dv5/7772fNmjV07NiRJUuWHPE+O3XqxJIlS7jyyitD7luyZAkdO3ascPv09HQmTJjAM888g8PhwOFw+O9zOBzk5uaSmJiIxWKpYC+lkpKS6N+/P++//75/Wb169cjJyQkJ/HNzcwGoX79+RPsWEREREREREYmUgv5KmEpGufvG1/vCfo/LhMdjxmw2YW7QCrPZwGEvDfjNZgNcweF+JKP5A0N8CBP2+277e+lXHu4D5bbogcgC/sD7FPCLSCRSU1P57bffMAyDjRs31sgktDfddBNPPvkkZrOZSy65BKvVisvl4rPPPmPs2LE8+eSTFW6/e/du7HY7Dz/8cMh9U6ZMYcqUKcybN4/OnTtHXFPZQL99+/Y4HA527doV1Kd/y5YtAOW2HhIRERERERERqS4F/ZXwBeK+gB9Kw348Bh6zL/D3Bvwej8k/qh9Kw33f6P5wAlvy+JeVDfqDgn1PaW1lwn3f8sBJdSvrwQ+RBfygNj0iErnExET69u3LV199BcCXX37JbbfddkT7vOSSS9i2bRtjxoxhzJgxNGjQgOzsbEwmE3fddReDBw+ucPvOnTszbdq0kOVDhw5lyJAhXHvttbRq1SrievLz8/n666/p1q2bf9mf/vQnbDYb8+fP5+677/Yv/+STT+jQoYMm4hURERERERGRGqegvxKBo+U9ZhMmiwmzuaSNjtkUHPi7TGAubdPjC/4BcFX8OCFhf0Cwb6ZkQuCyQb47ILwPM3ofCAr8ayrgv/fxU+nZs2dEx09ETmwXXHCBP+hfvHjxEQf9AHfffTdXXXUV33zzDVlZWTRs2JC+ffvSokWLSrdNSUnxT5pbVvPmzf337d27l0GDBjFixAh/WD958mS2b99O7969SU1NJT09nSlTppCRkcELL7zg30+jRo249dZbeeutt0hMTOTUU0/ls88+47vvvuPNN9884ucvIiIiIiIiIlKWgv5KmD0GFpcHw1w62t7t8ZCxbAJxzToR16Y71uTGmMwmDIt35L2Pyxw6GWN5jwElYXxJqF+6vPTv8kbuB65TUXseqJkR/GvWrInoeYmIDBo0iH/+858ArFq1ivz8fJKSkqq9vwkTJoQsy8rKYv78+f7bd911V7X372MYBm63O2gC3bZt27J48WIWL17sfx5nnHEGzz77LF27dg3aftSoUSQkJDBt2jQOHTpE27Ztefnllxk4cOAR1yYiIiIiIiIiUpaC/kpYXB7vaH7A4jEwm03YM7ZSuGMNhTvWYPllAWk3vojZYgYXeErCfY/ZhCUgMK9I2UAfSgP4ssG+777AYD9o/QhG7weurxY9InI0tWjRglNPPZX169fjcDj4+uuvufTSS6u9v2+++abC+30tfKpq06ZNQbdbtmwZsmzgwIERB/UWi4URI0YwYsSIKtciIiIiIiIiIlJVCvorYSppg+OyeTv0e4DCXb/6709s0RWby8DjKQncLd6g3xKwD6PMyH6TJ/gCQGDAHi7UD7wN4cP9ykbuB99XebgPCvhFpGYMGjSI9evXA972PUcS9E+fPr2myhIREREREREROW4o6I+AL+wHcNnMFOz9zX9fcrMu/h75EDyhbiTCjeIvu7yiUfuBy33hfrj7vPcr4BeRY2/QoEG88sorACxZsgS3243FYqlkKxERERERERERiZSC/kpYnKWtewA8WQew56YDYDJbSU7thNnl8bfssZQZrV8Zc5n1faE+hA/+Iwn3g+8PDvEV8IvIsdatWzdSU1M5ePAgWVlZ/PTTT5x55pnRLktERERERERE5LihoL8SJqOkT77bwGMxUXBwo/++pCYdiDFs4AwOzH1tfsKxllkXwrTyCQz4w47ML78tj/d+hfsiUnuYzWbOP/98Zs6cCcCKFSsU9IuIiIiIiIiI1CAF/ZWwutylLXOAwsxt/vuSG3XwB+eegD78NrubipQdxQ8VhfbhR+yHrhd5uA8K+EXk2OrTpw/ffPMNvXr14vTTT492OSIiIiIiIiIixxUF/RHwhe0uq4X87O3+5cn12voD9bIhfGXKjuIPfByf8sJ/77rlB/ugkfsiUrtcffXVXHPNNdEuQ0RERERERETkuKSgvxJmj+EP0Q1HDvaCgwCYTBbqxTfDU8We/BAa6EPFo/VLt6tauA8K+EWkdjCZqjZRuYiIiIiIiIiIRE5Bf2U8BiaPgWE2UZC9w784KTkNK1awu/BYKg+wKhvxX9mI/XD7ULAvIiIiIiIiIiIiIgr6K+EL3E0eg7zDAW17Ulr7LwBUNcQv7zEChdtnuGAfFO6LiIiIiIiIiIiInMgU9EfAF8S3aX4eDZNPJjd3B/Xrt8fq8uCymiPatiIK9UXkRFBQUMCMGTNYvXo1GRkZfPjhh9EuSURERERERETkuKCgvxJmT2kQH2OKo3FKBxo26Oi/v7pBfqDyQn1QsC8ixw+r1crYsWNxOBwAZGRk0Lhx4yhXJSIiIlI1hmFQ6CrEarYSa4mNdjkiR8TuKsZteIi3xmterXI43U7sbjtJMUnRLqVWcRtuCpwFJNmSMJsqHgQrUlV2tx23x02CLSHapdQpCvorYY6wrU4kKgr0QaG+iBzfYmNj6dq1K6tXrwbgp59+4sILL4xyVSIiIiKRs7vtfLv9C2I3LyS5MINm8ak0jj+2Axea7UuH3ObH9DGlYnX1NVnrymOtKw+PyUTz5DT69rwHW1y9aJdVq2zcv5qsX/5HYv5Bkq3xtElpo1AbOOSxs9yZhR2IT2jCeWcMp0Fyi2iXJceBPEcev+79BvOm+STmH6RBTBItk9MwU/n7zuayQMNLjkGVtZeC/ghUFtBXh0J9ETkR9erVyx/0r169WkG/iIjUiGVrdjPt8w1kZBfRuEE8Qwd35ryeadEuS45Dm7M3e0P+/P0A7CvYR0psCjHmmChXJlI1OR4nv7lyvTcMg/TcnWz/7R06nHVfdAurRQqcBWT9PMX/fi9w5pNRlEFqQmqUK4u+752HsRverKyo4ADLf5nAJX3/hc1si3JlUlc53U7WZq5lU9ZGWm1f4X/f5dhzSI5JoUFsgyhXWDco6K/Ei29fRWxsLJs2bSItLY2EhARuuXJ6uesrwBcRKV+vXr38P/sCfxERkSOxbM1uXp/7K3anG4BD2UW8PvdXAIX9UuMOFO6nUVFmwBIDh9uhoF/qnFzDFbLsQO4uOkShltrqUOEhEoLe72B3F0epmtrDMAwKDHfQsoLCDH4/9Bs9TuoZpaqkrjIMg2052/jt0C8Uubzvr7LvO6fbEY3S6iQF/REwDIO//OUvHDp0iFNPPZV33nmHpk2bRrssEZE6p2fP0n/4/frrrzgcDmJi9B9jERGpvmmfb/CH/D52p5tpn29Q0C81rtBZSHx8I/9IQwCLyRLFikSqxxam/Uyx2vYEsbuLKSzzfjfr/Y7JZKK5OZbdnoCLHrEpbMreROuUNjSKbxS94qROOVR4iDUHV5NVlBW0PPB9Z8JEckxKNMqrk9RYLALp6ens378ft9vNtm3bNHmkiEg1paam0rp1awCKi4tZt25dlCsSEZG6LiO7qErLRarLMAwKnAXsbtmTvKSmeEoCvxiLBi1I3RMfGAeZzBDfkOLUztErqBZyuB0h73eLWUE/QHdrPSyY/OcOjTthGAY/7v8Bj1Hz7a/l+FLoLOTbvd+weOeikJAf8L/vLNY4Wqe0Id4aH4Uq6yaN6I9AYHuJM844A6tVh01EpLp69uzJzp07Ae/n6xlnnBHlikREpC5r3CCeQ2FC/cYN9J9CqVnF7mJvgGWNY0ebvgDYLDZO73D9Ma1j35o1NO+p9hi1SV18TeLcdvjj/aBlRQpog9jddtwB73eAHif1pGnDTlGsqnZIBrpkrOXXQ78GLc8qzmJT1kY6Nzo1OoVJrebyuNiYtYH1metwedzlrxiTSFKvv9O+0alVmvfBmZUF27fXQKV1l0b0RyAw6A/sLy0iIlWnPv0iIlKThg7uTKwteIRlrM3C0MEamSo1q9BZELIs0ZoQhUpEjlyMOQZzmfY9Lo8Lp8cZpYpqH7vbHrIsVt/g8evUqDP14+qHLP894zfyHXnHviCptQzDYFfuTj7dNp/fDv1WYcjfKqUVl7a9jK5Numly52rQ0PQI/PTTT/6fFfSLiByZwM/RwM9XERGR6vD14Z/2+QYysoto3CCeoYM7qz+/1LgCZ2HIsgRbYhQqETlyJpOJeGtcyHld7CrGFqNwDcoL+mOjUEntZDFZOKtpbxbvXIRhGP7lLo+bH/f/yHlpAzCZTFGsUGqD7OIs1hxYw8HCgxWu1yCuAT1P6kVqQuoxquz4pKA/Anv37vX/3KGD5qAXETkSgZ+jvvlPREREjsR5PdOOm2Df7Xbzwgsv8NFHH2G32+nXrx9PPfUUDRs2DFn3+++/Z+jQoSQklI4q79ixI7NmzfLf3rlzJ0888QS//PILKSkp3Hrrrdx+++1Vq8lV+rva7XDjLHKCCWzxNpyF3tG/cfXiqvpUATA8BvY8b5gWkxSD2WLGMAychU7cdjcmswlrvBVrrPe/rs4iJ26Hd3lscnDgZs+1YxgG1lgr1rjQ/+o6Chx4nB4oyZ1MJhOxKd59uBwuXEWusM/FMAzsuXYO52RjeLytTTxuA8NtYIuxUZRdhCXGAiZwF3uPVWy9WBz5jqDnVVNanNSC4pzisMegOlx2Fx63B7fDjdlixuPyYDKbQo6Dy+7yvt4GWGItWOOt2HPsWGIsGB4Dj8sDBsQ39LbNcuQ7wAwmswlXoffYWmItxCSWjoi259kxmU143B4Ml4HJEvq4AMW5xZgwYXgM/znhdrpxF7sxW82YrWbcztLzwuPy4CjwHv/YlFhcxa5yz5vAdWOSY3DklfycGIPZWnOvmyPfgcftwWw1E5MY439MX90WmwW3w3v+lD0GjkLvuWu2mrHEWLDn2TGbzZjMJgzDCHpexYeLMVvNGBjgAZPF5H0vWUz+c9HtdOPId2B12XAVOzGVnJ+G20Nubi42mw3DY4AZYuJjcBY7vY/lNjDbzJgsJjwOD4bbwBLn/UaV7/gaHsP7GCXvX1uCzfv+CKM4xzuZqy3BhtvuDjk+Hlfp7cB1nYXeeswWMy67y/t8PQbWOCset4dT255KcU6x93wu2Sfgf++7HW4sMRbcdu/xNlvMxKbEeo+rzVu72WYmPz+/5PPPKDk/zVAITrMTj8eDx+H9PImtF4vZXHqu2PPsGB4Di82CJdbif59g8j622Wr2HssYMxh4j5XVhDXGirPI6T0XSs4L32vmPx4WMzFJod8qMAzD+/lYHLBdBOevPc8ORsmxMYHHGfz+97/vS469q9j7Xo5JisFV5CLJnUTb+LZsK9wWtN99BfvYkbuDtvXaBi33uDz+z3xrrBVbQvkXlXyfvb7H9h2XcL93/L+bSpa77C6cBd7bsfViMVvMpb8j4kp/p5Sn7PEOOldLPnsssRb/7xRbog2LNfx57na6/Z8rsfVicdvd3vPWYsZs854LLocLs9mMNcGKNcYa9NloNptxOb3r+y6cGJ7SCytmq/f3puH2nnNlj2ngMYtNiQ178cV/zsZYsMXXzIW+Ylcxvx36la05W4MuBJUVa42lW5NunFzvlJBvGQUq77V3Fpf8e6EGLiq99NJLvPXWW7zyyitcfPHFtW5/kVDrnkq43W4yMzP9t5s0aRLFakRE6j6bzcakSZP44IMPWLZsmUZ5iIhIjXO5XDidwe0nPvzwQ5599lkWLVoUpaoi8/bbb7N06VLmzp3L8uXLARg9enS561ssFn7++Wf/n8CQ3+12c9ddd3HKKaewatUq/u///o+JEyfy2WefVammXSt34Shw4Chw8Ms7vzDrilkUZRaxduZaZlw8g49u+ohD6w/5A6BIOQoc7PluD3OvncusK2axbfE27Ll2cnblkLsnl/nD5jP9wun8NPEnnEVOnIVOvh33LdMGTuPzuz+nMLMQj8eD2+UmLz3Pu/4F0/nxzR/9YQB4L1TYc+3s/HonboebH1//kWnnT+PT4Z+SfzAfR4GDX9/5lXcvfJePb/2YrK1ZuOze5+IscnJw7UE+/MuHfPHvL3A7PSWBtoHhMdj92W6WP7Mcw2OwdeFWZl0xi4NrD7L7m93MuWYOs66YxfYvt/tD3SPlLHSyacompg2cxmcjP6Mww3sMqr2/Iicuuwu33Y39sJ0NH2zgvUvf48O/fsjBdQf9wZmj0IGz0MnSfy5l2gXTcOQ7cOY7KThQgGEY/D7jd2ZcPINP7vyEvH15OPIdZGzOAANchS6+fORLpl0wjeXPLMdR4MDtdJOzJwfD7b2os37Oet679D0+uvkjMjZm+M8ll93F4R2HcRe7Wf1/q5l5+UwKMwrJ2pLFgV8PsOihRbjsLlb9dxXTBk5j4X0LKc4pZuO8jbx36Xt8OfpLnAVOVo5d6b+/KKvIH5I5ChxsXbSVWUNmsWvFLvb/vJ8PbvyA9y59j43zNtbY62bPtbPo4UVMHTCVX6f/ij3PzubPNpO/P58vRn1B4aFC1s4qeT+VOQbOQidfP/k1H/71QwyPQVFWEateWIXH5WHl2JVMHTCVRQ8swlnk9L5/duZQnFOM2+4md08u6T+m8/6N7zNryCy2L9mOs9BJ4aFCCg4WcPi3w2RvP4wj346ryMWB3w5Q7C7m23HfMuvKWTjznfw+83cKDxayfs56Nn60EY/TQ/7efIqyizBZvYF/cVYxHoeHw9sO43F6OLz9MB/f/jHvXvwuv07/NeQ4uopdZGzKYN7QeSwZswRngZMljy5h6oCp/DLlF+x5dpaM8d7e9uU2Du84zCd3fML699eTtSWLJWOWYHi8wfa6Oeu87/eSEL0oo4jl/16O2+Hmm/Hf8OUjX3ofb0MGhssAAw78dgC33c3ihxcz7fxpbJq/iaLsIjL+yMBV4MJkMWG4DDJ2HsJV5KLwUCHFuXayt2djFHofZ+eyncy+ejZzr5vL7m924yhwYBgGxYeL+WLUF/73yZ5Ve9jyxRbsuXYO/HqAoqwi1r+/nq1LtuLMd7Jt8TYWPbgIs9WMs8hJ1uYs9v6wl/ev975me3/YiyPfwVePf8XUAVP58h9f+oPywPdxwYEC9q3Zxwd//oCZQ2ay+fPN/ouN4fhqXfHcClx2F/ZcO+tmr+O9S97jo5s+ImtLFs4iJ4UZhXx+z+ek/5jO3u/3Mvfauax4ZgWOPAeLRy9m6oCpZL+RTawRetHxp4NrsLuKg+oszilm8UPe477i2RXlvsecRU4OrTvEh3/9kBmDZ7Bx3kbseXbWzVnHjMEzgj6jHAUOfpvxG+9e9C5fjv4Se66dXSt3Mfe6ucy5Zg6ZmzLJ2Z3DJ3d+wvQLprN6wuqg3xFlOfIdfPWY93jvWLaDrK1ZfHzrxxz49QC5e3I5+NtB9v6wlwO/HOCDP3s/L/6Y/0fY51KcW8zOZTuZc+0cFj28CFeRi5+n/Mw347/B4/aQs9P7+27B3xYw/cLp7PhqB0VZRWz5bAtFWUXggfwD+biL3fwx/w8ANn2yCVeRi9UTVrPsyWU4C5wsetD7+fL1018HPTdHgYMNH2zwH7ND6w75P9cBPB4PBYcK+GzEZ0wbOI1VL62q8NhEwm242Zi1gQXbPmHL4S3lhvxmk4lODTtx+clDaFe/fYUhv6PAwbpZ64L/zVFyEer7/37v/53uuyBTHdu2bWPKlCnUr1+fdevWVXs/R2t/kdKI/krk5OT4/+FUv359YmLUj01E5EgNHjw42iWIiMhxbNSoUfTr148bbrgBgDfffJM333yTDh06MHv2bB5//HGuu+66KFcZ3pw5cxgxYgRpad5vKDz88MMMGjSIPXv20LJlyyrt68cffyQ9PZ0HHniA+Ph4TjvtNG644QZmzpzJJZdcEvF+Vr+xmrROaRxad4gFf1/AmSPPZP/P+5l3yzz/OjtX7OSBvQ9UqT5HnoN3znvHOyISKMwo5LYVtxGbEsuUvlPI2+vt8Zz+YzptBrZh7XtrWfHsCgD2/bSPQ+sPccuyWzCZTfzvT/8je1u2d/3V6VhiLPQY1gNrjBXDY3Bg7QEObz/M/p/3s/Sxpd59rNlHs17NSGmewoK/L/DXtfvb3dy34z7AO/p0yjlTcOQ7aDKuMSaTCZfdRcH+fAozCsl8MZt/fvtPDm04xJxr5pB2ThpJzZJ489Q3vRcEgF0rdjFi/Qgad2xcpeNTlrPQycrnV7L86eWlx2DdIW5dfmvQKPmI91fkxOPy4HF6WDtzLfVa1ePj2z72379z+U4eTH8Qj9uDPcfOgr8v4I/5f3DyoJOxxln59sVv6X1fbzZ9vIlPh3/q3+6S1y9h/Qfr6XxNZzxOD3Ovm8v2pd7JEff/vB+Py8OApwew/+f9NOrYiAO/HmD+3+b7t9+1Ypf/XDI8Bls+34Ij38GX//iSnsN6cnjnYZp0bsLEXhO56L8X8eMbP/L1U18DkHp6Kuk/pjP3urkAnDnyTJY9sYxVL63yH7PMTZnc9MVNxCTFcHjbYd677D0adWhE817NefWUV/0h1+5vdnP7t7eT1ufIvi1kz7Pz/o3vs+XzLQA07dqUBXctYPCrg5l01iQ6XNaBfT/t45PbPwk5BvY8O4seWMRPk37iyneuxGQ28e6F79L/if4se3IZP77xo/+4nv+f8/n+le/pflt3DI/Bnu/2kHpaKu9e9K7/mwJp56TRoncLfnjtB06+8GQ2Tt9IuydPwXAb/P7e75x6/Wl88+ZKtj+3g76j+7Ljqx2k/5hObHIsn438jNHZo3EWOImrH8eub3bRdkBbTFbvqP2CjAJiUryjz9857x2KMr2TpO/9fi/xDePpOKSj/5sthsdgcp/JFGcXc9uK25g/bD7r5673Hp/XmvLJ7d5QP7ZeLG36t+HN07zvpyGThvBa+9cYNH4Q9hw784fN55I3LmHPd3tod3E7PE4PUwdMpf+T/Vn1wiq+GfcNt39zO9+M+4ZzHjoHl93FN+O+4dx/nsusK2ex8+udYIKWZ7dk3m3zuGbGNWRtyyKhQQI/vP4DcX+Ow+lysue7PbQ4qyWZf2SSfG4yh3ceZtYVs/wXjHZ+vZP7dtyHYRj+/fZ5sA8el4cP/voBw38fjiPXwdrZa2lzXhtWPLOCYT8NI2NDBrOvns0ty26hKLOI71/9nl539WJKvyn+z0VnoZNPh3/Kb+/+5n+t89LzuPKdK/3fSMLwXnyYPmi6/1sKu1bu4u8//Z2m3ZuGPS8d+Q5mXzWbLjd2Ye8Pe3E73My/s/R92PXmrsQ3jGfG4BlY46w0bNeQ1zu9jsfp4YLnL+DDmz5k86eb/TW1LW6L6Q4DS0xpzGh32fn54M+c3bwP9evXx1XsYvZVs9m1Ypd/O2ehkwHPDAj5DDPc3nPEd7FiR7cdxKbE8tFNHwW9Tx7c/yDbFm/zv3/O/ee5FGYUMuPiGXhcHmyJNpKaJvFWj7fI2ZkDeH9HWGOtnHH7GSHfNrHn2vl0+Kf8/t7vJDROoFW/Vrze8XUad25McvNkbPE2Prv7M/78yZ95td2r/m+C7f5mN3d+fyctzmoRtL/Cg4W8O/hdDLfBrU/dyrq56/j83s95YM8DFGUWkdQ0iTdOfYP8fflggkbtG/H+je9z7exrObzjMHH14tj08SZiEmNI7ZbKloVbKMoo4tepv7LkH0sYvnY4H/71Q7Z9uc1/TO25di54/gJikmLY+/1ePvjzB/56fJ/rPu5iN+9e+C77f9kPeD8jDZfBOaPPqdbI/vT8vfx08Cdy7bkVrtc8qTk9UnuQEluv0n0aHoNdK3bx0dDS137nip2M2j2KH9/4kSWPLvHWvmYfdpudDvdUrxPL008/Tb9+/WjWrBnr16+v1j6O5v4ipRH9lcjIyPD/nJqqPlEiIiIiIrXd2rVrOe+88/y33333XZ555hk+/PBDxo8fz8yZM6NXXAXy8vJIT0+nS5cu/mWtWrUiKSmJTZs2hd3G7XbTv39/+vbty7Bhw9i4caP/vo0bN9KmTRsSE0v7yJ922mlh95Wbm8uePXuC/hw4cMB/vz3HztqZawFvKLbp4+B92HPs7P1+L1Wx6ZNN/jALoGXvlqT/mE7Ghgx/yO8TkxDDhg83BC1LX52Ox+0hf3++P+T3WTdnnb9djDPfyfrZ62nZpyUb520MWq/hKQ1ZO2tt0LKCgwUcWn8IKPk2Q0nQlNw5GY/b4237EG8jY1MGlkJvK5r1c9b7j83mTzf7Q37whhRr31sb1GqhOjwuDxs+CD4G+37a5w/2qrM/t8NNbEosMckxIcfGkedg97e7sefYSWySyB8LvKNJOw7pSExSDCazCXexmw3vl9ZkS7RhjbOye+VuzGZvmxlfyO+T+Ucmh3ccpmG7hhRlFLFpXvC5VHy4mPQ16QAc/P0gTc9o6q+txdktOLz9MNu+3Iaz0BnymrY8uyUbPypz++Pg57X7290YhoHb6eb3934Hw3vu+fYZ6Pd3fw8a/VodtngbWxZuCaopa3MWubtzyd6WTcs+LcMfg9XpWGwWf/2tzmvlHRX+2wHvNgHvwdh6scTVjwMT5O7OpSiriPx9+Wz+bLM/5AdoPaA19hw7yS2S2TRvEyed3JTcvXl4PAb5+/OJSbCx9dutgPdYb5y30X+MG3VsBED6D+kc3nmYZmc0wxpvJfOPTFzFLnYs3UF8g3j2fL/HH/L7rJ25Nmi0876f9lGc7R15W/a5BL5mJ3U9iYPrDpKXnkfTM5qy98e9FGYU0vKcliQ0TmD/z/uJqxdHatdUb3utnYfJ3pZNWp80/z5ant0SV7GLvPQ8rHFW9v+yH0uMxRvyAwmNE4irH0d8g3gceQ7qtayHLdFG7oFc8jPzyd5+mKSmSWRuyqBB6/rEx8ez8aONQe9nj8vD5s82Y7aY/fttd1E7Nn2yiaZdm5KzM4etX2ylxZkt2DRvEy16tyB3T673eRvQoG0DkpsnY7gMtny2JehzMa1PWsh7c9PHm4hJLg3Gs3dks2XhluDPAgN+n/F70OsfyGw1s2PZDlr2aYnhMULOwRa9vS3CDv5+kLQ+aWz+bDMepwdLjIXULqls/mxz0Pr7Z+yndb02IY+zLWcb+wv2kRifiNli9of8Phs+2hCyDQR/9oL3fFw3O3hUtD3XTv6+fP/vJoBmvZqx4aMN/s/g1NNSyd6e7Q/5ffzfBCnDlmDzH++m3Zuy76d9FBwsIK1PGpl/ZLJ18VaadmvK1kVb/SG/z+8zfsdZXLpPl8PFurnrMNzec6V+m/pseH8DiamJxKbEkr4mnQO/H/CG/EBiaiIxyTE4C51kbsqkabemHPjtAKldUtk4byP1WtVj/dyS32UfbyQmKYb6ber7Q36fjR9t9H5DpMDp/YwL4MhzsOsb72sQE+N9LF/I77P+g/W4nVX7vZJrz2HZ7q9YtntZhSF/Skwy56Wdx3lpAyIK+cE7mj/wNQbvvzmcBU7Wvx8coOfu9j52ZmZmyL9pcnPLr2vBggWsWbOGMWPG0KFDhyMegV/T+6sKk1FRo6QTmN1uZ+3ateTn5/OXv/wFgL59+zJnzpwoVxZ9a9asoWfPntEuo9bRcQmlYxKejkso32duly5diI3VBFc+Oi4iItXTo0cP/4TvW7du5corr2T16tXExsbidrs555xz+P777/3r15bP23379nHeeefx5Zdf+kf0AwwYMID777+fK664Imj9Q4cOkZmZSbt27SgsLGTixInMmTOHTz75hJNOOok33niDVatW8e677/q3+e6777j99ttDRpe99tprvP7660HLGjduzKuvvnoUnmnd9E3uSpxGcGuGs5P7EGeOj1JFIkdmr30vm4uDA95mMc3pGN8pShXVHnZPMavyvg1aZjPF0DelX5Qqqv0cHjs/5H+PywgOwOPM8ZyZdBYWU/ge9lJ3uQwnO4p3sNexxzsvSDksJittYtvQIqZlhS16asrLL7/MDz/8ELTs7rvv5p577glZNz8/n4svvpirrrqKBx98kJ9++ok///nPLFu2jGbNmlX5sWt6f1Wl1j2VsNvt1K9fn8OHD2tEv4hIDSsqKsLtdmOz1cyEPyIiIgAJCQkUFBSQmJjI77//Tvv27f0BvmEYuFxV6yV/rPhG3ufn5wctz83NJSkpKWT9Jk2a+OcQS0lJ4cEHH+SLL75g+fLlXHfddSQmJpKXFzwyPi8vL+y+brnlFq666qqQdQsLC9k5dSeX/+dyPG4PMy6eQcGhAm7/5nY+uPEDti/djiXGwrmPn8vZ958ddpLI8jgLnSx6aBFr3lqDYRh0uaELl0+8nOzt2exctpPFjyzGVeSi+ZnNueWrWyg+XMy0gdPI/COT2HqxXD3jatoObIvhNtj40UYWDF+As8DJSd1OYuiSoSQ08k5S7CzyTiD7zbhv6HZLN2ZePpND6w4RkxzD9e9fT8uzWzJj8Ax2f7sba5yV8/9zPj3u6EFMkndC0G+e/4bl45eTMyyb7rd2x2Qx48j1Tq7527DfOfPvZ9JtaDc+/OuHbFm4hbv/uJvlzyzn50k/+5/XkMlDKpx0MlJ56XlMHTiVzE3eY3DV9Ks4+fyTq73vwsxCLDYLhzYcouHJDfngrx+wbfE2zDYz5z52Ln0e6ENMUgz2fDv71+xn7vVzsefZeSD9ATI2ZtC4U2PMZjPvXvwue1btwRpn5fZVt1O/TX0KMwpJOimJPd/t4YM/f0BRZhH129Tn5sU3k9g0kZ1f76TNgDa4i93MuWYOO5btwBJj4bynz+OskWd5j3++g80LN9PyrJbMvHwm9jw7d35/J458B6v/bzWZf2Ry4YsXMvPymWRsyKDJqU24Y9UdfPDnD9j82WZO/+vpnPfkebx78btkb80mrkEc1868llbntvJOJl3k5KObP2LjRxsZvnY4v77zK6te8va/b39Je66be11Ex7aigTxuh5v01enMunIWhYcKGfjcQE4ZdAr5+/PJ35fPj//3Izd9cRPvX/9+yDGwJljJ2pzF9EHTSe2SytUzrmbbl9vYvmQ7Z444k1lXzOLwjsPEN4pnxNoRHN55mPpt6mOJtWC4DFx2FyufW8nqt1ZjuA36PNCHc/91Lju+3kFanzR+fPBHUm5Pwe10U5xjx+NyU799fb65/htsiTZuXnwzC+9fyOBXB/PBjR8w6IVBNGrfiIxNGRRlFfnblOTsyiGlZQp7f9hLapdUfpv+G8ueXIbb7qZVv1b89fO/Bn02OPId/Pjmj3z1r6/ofW9vOl3ZiTnXzCF/fz4D/j2AdoPbMfOymeTvz2fokqFk/pHJFw98wU0Lb2LPd3vY99M+Ln75Yg78foDsrdmknp5KapdUMLyjkXcs28G5j53LzMtncuo1p9L+0vY0OLkBcQ3iKNhfQGF2IcVZxbx/w/sUZRVx+aTLSWmZQuNOjSnKKqJxp8Zs37idJJKJSYzhwK/7adajGfsXHeDUEaditphZ8PcFrJ21FpPJxBl3nsHF/70YzLBnlXfeEUuMhXs238Pi0YvpOrQrDdo24KeJP9Hz7z354C8fcPHLF5PSIoX5f5tPXMM4Lhx/Ift/3U/9NvVZ+dxK1rzt/Vy8YvIVNOvVjBmDZ5C3N4/EkxL58/w/07R7Uyw2i/94OgocrHhmBT/+348YboNOV3Xi6nevLvf8dRW72L1qNz+9/RMXjLsAW7yN92943/+ZfvV7V9O6f2u2Ld7GwnsX8rfVf+Ob/3zDmrfX0P9f/WndvzVzr59L4aFCUlqmcNOim2jUsRFNcpvww74fQh5vT85uLu1yGbuW7+Kjmz+iKKuI+m3rM3TJUOq3qR8yb5ujwMG3475lxdgVeJweut3SjUveuITZV85m25eln1HnPHQOhsfgvUvfY+fynZx2w2kMmTSEhfct5Jd3fsEwDO749g4ObTjE53d/jrPQSbMezbh58c3+icMDeVweDm04xIyLZ5CXnsdty28j/ad0lj+9nLt+uwvDbfDjmz9yxu1nsOatNXz/6vd4XB46XN6Ba2ddG3K8nYVOFty1gN/e/Y0ew3ow6D+DePeid+l2SzdO/8vpHN5xmJ1f7+TLMV/iKnJx9cyriW/grcuWYKPhKQ3ZuXInrf/Umt/e/Y1ef+/FV//6irNHnc3My2dy+p9Pp+kZTfnwpg8pyiyiXut63Lz4Zhqe0hCT2YSjwNuiyfe5/qdH/8Q5D59DTGIMa9as4fTOp7Nt8TbmDZ2HPddO406NGbp0KMnNksv7uPMeJ8PDtpyt/HboN9yJbpoSPsA2mUycUu8UujbpRpw1dKL1SDkKHN55RkrOz/7/6s/ZD5yNPdfOtIHTOLTe+zv90lmX4jzJyb/+9S/i44Nf35SUlLD7fuWVVzCZTNx1110AdOjQAZPJxLp166oVzNf0/qpKI/rLUXZUj91ux263l3tinEg0Gjk8HZdQOibh6bjAjBkz+Pe//01eXh5/+9vfGDNmTK0YSVnb1JYRpiIidc19993HSSedxA033MBjjz3GWWedxahRowDYvHkz99xzDwsXLvSvX5s+bwcMGMDIkSO59tprAdi9ezcXXHABS5YsiahH/0UXXcSdd97Jddddx3fffcff//53Vq1aRUKCN/R+5ZVXWL16NdOnT690X1lZWWzfvp20ZmmkNk/FMLwTpzoLnMSkxOBxenAVu7Al2DAMg9ikqh87e54dDPC4PVhsFm+onGfHcBtYYizYc+3EJMdgS7B5+8m7PBQfLva2KTHwhyqOAgcmkwl7rp3YlFgscRbM5tJRg74JZw3DwGw1Y8+1E1c/DsNjYEuw+Z+XLdEGBkGhpD3PTr4zjwXbF2CJMWMYgGGQEJPI5WlDcOQ7iGsQh9vuxu10Y4214nGXtN4wwGQxEZtcM+eVx+XBUezAmeftk24YBjEJ1Z9HzuP24Cpy+VsSuYpduB1ubPElr2lA3fZcO2abmaKsIuIbxeO2u72BsscAjzdsjEmOwePyYImzYDgNMHlrtsRYvNs1jMds8bb0ceQ7sMRYvK9rSR2+17NsKGyymDA8BvZcO/EN4nG73HicHsxWM4bHwGKzUJzjPS9MJhMelweX3YU11oqBgdlipji7mLgGweeNb/9uhxuzzbsvs8Xs3zbSC1eV/fveN7Gu7xh4PB7MZjOOAge2eBuuYheWGAvOIqe3toBz0OVwYbgNf/2+4+47X4uzi4lvGI9hGHjc3mPidri9/fANcDu9P/teh5ikGIpzi7HGWtl/eD9L078ETGACs8VEfWt9LmozmKKsIhIaJ+ApmYDaZPHOTxGTHIO7yNvWwxzjPWaGy8Bk9b5GvkG9vtYhtgRb2OPoyHeACZwFTqzxViw2C4WZhSQ0SvA+D4vZf9vtcGO2mr3nTKyl9Dlazd7HKfQeC8Nl+D9LnMVObHE2ig8Xe+cOsJrxODxgxvsaF7uwxllLXxNXyXZFTqxxVvbl7WP5/mXe97LJhMlsonFMYwY2P9/bBNuD/7iYTCZ/v3xnkROTyeR/n7iKXWAi6LgYbm/rKEusBTze18j3GWe2mXEVlkwI7DYw27zvF99EzL4LmNa44HG7jgKHt56S89/3WlfEV6ujwEFMYgwuh/dz0hZvw8DwfiYUuryfmXl2rPFWTJjwuL3P22Kz+M8/THjfb4bBkl1fcrDwYNBj7d+3j9vOuZ0ER2Lp50iDeO/zs4Uf6W/Pt2PC5H+tfBf/XMUurPHe+Vd8n1GOAof/PWEymXC73ODxXtw3W8yYzN7X0Pc7whpnxWQ2hX1cl90FBkHnn8li8r9PDbf3fPd9Brkd7go/L4pziktf/1iz9/Myz0FMUgwewwNugn7fYfIG5M5Cp/fxDO/vQ8NpYGB4n5/TXbpNkvf89n1G+D5j/eeG75jFeT8Pfb+rfZ9bvsmsfb9bLTbve6w8BwsPsubAarKLs8tdByA1IZUeJ/WkYVzDCteLlCPf4f+M9P2bw9eCzp5jJ7Z+LNnZ2ezet5u2bdvSsGHlj7tx40auvvpqbDZb0CCIzMxMhg8fzn33eefr+frrr5k8eTIOh4MzzjiDRx55BI/Hw4033shLL72E1WrlwQcf5P777+eWW26p1v4Arr76avr37893333HSSedxAUXXMD7779PVlYW7733XtiBGmVpRH+EYmNjo/6PfhGR40VMTIx/hOGhQ4eiXI2IiBxvHnroIYYNG8a0adNo3749t912m/+++fPn1+oL7tdffz0TJ06kd+/eNGjQgPHjx9OvX7+wIf+qVato3rw5aWlpFBUVMWXKFDIzM+nXz9ta4swzz6R58+a89NJLPPTQQ2zfvp3Zs2fzz3/+s0o1+QIlk8lETGJM6aSJcRxxgB1u+8BlgYGsxWbBYrOEnSDQV1N5o1etsVassdaQ9QNvlzehbWxyLNkFWSH7To5PJiYpxh/uBO7/aDFbzaz/Yz09evSomf1ZzEHhVEXPwRdk2lp4j4MtLvh4hIRcZV5a33Zl1/cFUuWdS4H79b1G1jBRRtnXp2w95U0sGS6cq8o3UyLhew8lN08OuzzcBQ7/OiWTm/rqL+/vQGVfm7LiUrwja+s3qIc1K3hdl80b9Ppfr4CXxfca2WIj+wZJRZNE+55r4DopLYIHVvpulz1OAJROPRJyDAInLw/aJi50m7LnpT9AdxqYbRbMASF0YlJi6QS45fDt1/daV+dzobzXr2ytgaozIbevVt9zLnvxAMCS4n3+5X22lj32JpOJs5qexWfbP/OG2CUMDH7Y/wODWl+I2WSu8Ln4+ALpoM+AgM/cQGU/w22UU28E39DxvWZlz7/qHGOAuHqhI9nD7atsbSHv7TAD4oOecwWfcRV9pvket7LJd/Md+fxy6Gd25e6qcL1EWwJnpPYgLblVyDc1jkS45+G72Od7DtaiyN9vhmHw5JNP0rdvX5577rmg+55++ml/i8Nt27bx1ltvMWXKFOLi4rjrrrvYt28fzZo1Y9SoUfznP/8hJyeHZ599ln/84x/V3l/jxo1JT0/n6quv5r777mPgwIFcddVVvPPOO9x///1s27aNrl27Vvq8FPSLiMgxF9gK7eDBgxWsKSIiUnVpaWl8/vnnHD58mPr16wfdd+edd9bqlnHDhg0jNzeXa6+9FofDQd++fRk/fjwAn3zyCU888QQ///wzAJs2beLRRx8lOzub+Ph4Tj31VKZMmeL/arjFYmHChAn861//onfv3iQnJ3PHHXdw6aWXRu351VUFzsKQZYm2xDBrHn36Ur7UlNgwrTSKXUUYhlGjAd2xduDAgYi+AVURu9sesizWosGfkUiJrUeXxl347dBvQcszizL5I/sPOjXUHBB1icvjYn3mOjZkbcDtKX+SXqvZwqmNTqNTw85YzbU/bv7ggw/YuXMn8+fPp3HjxkH39ejRg8mTJwPw2WefkZ2dzd/+9jcADh8+7P893KlTJ3744Qf+9a9/sXr16iPa35YtWzjnnHNIS0vDMAwSExPp378/ADk5ORF/ptX+Iy8iIsedwF98GRkZUaxERESOZ2VDfii/R2ttYbFYeOSRR/xf4w40ZMgQhgwZ4r996623cuutt1a4v9atWzN16tSaLvOEU+gsCFmWEKWgX6Sm2Mw2bBYbTrfTv8xjGDjc9rAXAU4kCvqPTOdGp7Izdyc59pyg5b8d+pWWSS1Jiqm8BYlEl2EY7Mrbyc8Hf6YwzMXuQG1S2tAttXvULoBXx7XXXutvk1jWbbfd5v82qNPp5J577uGSSy7x37bZbBQUFPDAAw/w6KOPMnfuXKZOnXpE+/v22285/fTTAdi+fTsnn3yyf/vs7OyIWhGBt7OYVODbb7/lm2++YfPmzbV20i4RkbpGI/pFRESkLilwhQb9ibaEKFQiUrPiLaGBfpG7OAqV1C7hgv4YBf0Rs5gsnNX0rJDlLo+LNQdW65tJtVxmUSZf7lrMN3u/qTDkbxjXkEGtB3FOi751KuSvihtuuIH33nuPm2++mVtvvZXFixfjcDgYNWoUI0aM4Morr6Rp06YsXbq02vsD2LBhA126dAFg3bp1/p93795NWlpaxPVqRH8lnn76af744w8Afv7556BwSkREqqdhw4aYzWY8Hg+HDx/G6XRWvtFRcscdd7By5Uruuusu/0SNkXjrrbd46aWX6NGjBzNnzgy6b+DAgezduzdkmzfeeIMLLrjgiGsWERGRYytc0JFgPT5DDTmxxFnjyXXkBS0rchVRP7Z+dAqqJTSi/8g1SUilfYP2bM7eHLR8b/5eduXtpHVKm+gUJuUqchXx66Ff2J6zvcKLMXHWOLo16c7J9U6u022+ItG8eXPefffdkOVvv/22/+fnn3/+iPf3+OOP+3++/PLL/T+npaXx2muvRbx/Bf2VOHz4MABms5lGjRpFtxgRkeOExWKhUaNG/ol4s7KyolLHggUL2LRpU5W32717NxMmTKjw90K/fv245557gpa1bdu2yo8lIiIi0ReudY9G9MvxIK6cPv0nOgX9NaNbk+7sydsTsnzNgTU0TWymY1pLuA03f2RtYm3m2qBWXmWZTWY6NuxEl0ZdsFlq73xHJzIF/RFq1KgRFoul8hVFRCQiTZo0iWrQn5uby9ixYxkzZgwPPvhglbZ98sknufzyy9m+fXu5bd0aNGhA9+7da6BSERERiSbDMChwhRnRf5y2KZATS7w1PmRZkUutexxuR8iyWEtMFCqp22IsMfRq2ottu7cGLS92FfPLwZ/p3ezsKFUmPrmOXJbvXhbyzZ6yWiS34IzUHqTE1O65jk50CvojVHbGZBEROTJNmjTx/5yVlUW9evWO6eOPHz+edu3acdlll1Up6J8/fz7r1q3jxRdfDBmxLyIicjz6cPVeDFt0vn1XG7gMO1vt3sEJJhMkx9lol1qPGLNCP6n74ixxOF2wdU8suQVmPB4TW+IzaJa0JdqlVdu+9AJ+yj2y+rfZ9+A0vN9s8L3vz09ThFYdacmtaGzz/t8v8Fz7zrOP1Q3Xae6DKNmXXsCanM3scKzAYRT4z/M2jROxWkqndK0XW48zUnvQPKl5FKuVSGky3gipN7+ISM0KDPozMzOP6WOvXr2aefPm8cQTT1Rpu5ycHMaOHcvDDz9M/fr1K1z3q6++olu3bnTp0oXrr7+eL7/88ggqFhERkWgxcJf+bEBukZP0TM9x35dYTgzx1ni27onlcJ4Fj8d7ThtootTAY+B73/+4JTeKFdVt7ePaY7PYQs61iiZ6laPPjQOH4W1N5zvPd2R4b8dYbPQ8qScXtx2skL8O0eXICGlEv4hIzQq8gJqbe+z+0ex0OnniiSe4/fbbOfnkk6u07bhx42jTpg1XX311hesNGDCA008/nZYtW5KRkcGMGTMYOXIk48aN44orrjiS8kVEROQYsxKH1RSLyyjt2W04G0axIpGa0zSxGQVFvwYtS7Bq/ol4cwPy3Pv8t+PM9cjK80Sxorot1hxH9ybdWfX7Wv8ykyl86yg5dizEYDPF+7+9AlBod9G+QXu6Nu5KbJg5PKR2U9AfIY3oFxGpWcOGDePWW2/1X0hdu3ZtJVvUjIkTJ1JcXMzw4cOrtN3q1av5+OOP+fDDDysdwff4448H3R40aBDXX389L730UrWC/mN1bERERCSUyWSmua0HB13rcXgKSLKkcmqj06JdlkiNSLAl0LNFB37asxOP4aZhXEPqx9aPdllRd5L1VAzDTaEnk1hzCk1tXUmtp9DzSLSr357Tmuawft9+TCYTJyWcpCA5ykwmEy1sPdjvWovDk0+CuRFdm3TjzKadol2aVJOC/ggFtpgQEZEjF/i5arfbK1iz5qSnpzNhwgSeeeYZHA4HDkfpJFsOh4Pc3FwSExPDTr7+r3/9i2uuuYamTZv6v4HgcrnweDzk5uYSFxdHTEz4Xr0Wi4WLL76YF154gYMHD1b54nGXLl2IjVXvShGRo8Vut+uiqlQo3lyf1jHnYDZBi4YJ9O+kgWBy/LjqjE40jG9IelYRbkNtewAsphhaxPTEMAysFjPNG8TrfX+ETCYTfznzDL7ecJD0bJ1rtUWsOUW/344jCvojpKBfRKTu2717N3a7nYcffjjkvilTpjBlyhTmzZtH586dQ+7funUrW7duZdasWSH3nXnmmYwZM4Zbb7213Mc2Sv4hq36+IiJS11zdqwUNG6pVjcjxKj7GysVdj58e3GvW5NCzZ7tolyFhxMdYubjb8XOu1WV6nxyfFPRHSEG/iEjd17lzZ6ZNmxayfOjQoQwZMoRrr72WVq1ahd023HbPPfccHo+Hxx57jNatW5f7uC6Xi4ULF9K8eXP9PhERERERERGRGqegvxIdOnTw9g476aRolyIiclwxDIPc3FwOHTpERkYGNpvtqD9mSkoKvXv3Dntf8+bN/fft3buXQYMGMWLECO6++26AsNulpKTgcrmC7luwYAFLliyhf//+NG3alMzMTGbMmMG6det46aWXjsKzEhEREREREZETnYL+SkybNk19kUVEjgLDMOjatSsul4vU1FQmTZoU7ZL8DMPA7Xb72+1URcuWLcnMzGTcuHHk5OQQFxfH6aefzqRJk/jTn/50FKoVERERERERkROdgn4REYkKs9lM48aN2b9/f7RLYdOmTUG3W7ZsGbIsnOnTp4cs6969e9g2PyIiIiIiIiIiR4s52gWIiMiJKzU1NdoliIiIiIiIiIjUeQr6RUQkaho3bhztEkRERERERERE6jwF/ZVYsGABv/76a7TLEBE5LmlEv4iIiIiIiIjIkVPQX4lnnnmGqVOnRrsMEZHjkkb0i4iIiIiIiIgcOU3GG4EmTZpEuwQRkeOSRvTLiezg18vZNX0G9oxMYhs3otXNfyW1/7nRLktERERERETqIAX9EVAQJSJydOhCqpyoDn69nK1vTMBjtwNgP5TB1jcmACjsFxERERERkSpT654IqLWEiMjRoaBfTlS7ps/wh/w+HrudXdNnRKkiERERERERqcsU9EdAI/pFRI4OBf1yorJnZFZpuYiIiIiIiEhFFPRHQEGUiMjRkZqaisVioVGjRtEuReSYim0c/pwvb7mIiIiIiIhIRRT0R0BBv4jI0ZGcnMyOHTv49NNPo12KyDHV6ua/Yo6NDVpmjo2l1c1/jVJFIiIiIiIiUpdpMt5KxMTEkJKSEu0yRESOSyaTCZPJFO0yRI4534S7u6bPwJ6RSWzjRrS6+a+aiFdERERERESqRUF/JRo0aKAQSkRERGpcav9zFeyLiIiIiIhIjVDrnko0btw42iWIiIiIiIiIiIiIiJRLI/rL4Xa7ATjvvPPIy8uLcjW1j45JeDouoXRMwtNxCeZwOIDSz17xMgwDKD0+IiJydPg+Z32fuyIiIiIidY2C/nL4QrgzzjiDP/74I8rV1D46JuHpuITSMQlPxyW8vLw8EhISol1GreF0OgGdLyIix4rT6SQuLi7aZYiIiIiIVJmC/nIkJycD0KFDB2JiYqJczdFx48u7AZh1f1qVtlu7di1dunQ5GiXVaTouoY7FManueRxNOldCORwO/vjjD/9nr3glJibSoUMHbDab5osRETmKDMPA6XSSmJgY7VJERERERKpFQX85LBYLADExMcTGxka5mqMju8j7HKvz/I7XY3KkdFxCHe1jciTncTTVtXqPFd9nr3iZzWZd/BAROUY0kl9ERERE6jJNxisiIiIiIiIiIiIiUocp6BcRERERERERERERqcPUuuc4YxgG2dnZ0S5DRERERERERERERI4RBf3HmezsbMbMXEVsQsU9ne2FebicHbDadAqIiIiIiIiIiIiI1GVKeY9DsQnJxCamRLsMERERERERERERETkG1KNfRERERERERERERKQOO+GC/n379nHvvffSs2dPevTowd133016enq0yxIRkTLsdjvPP/88/fr1o2vXrtxwww38+OOP0S6r1tu/fz///ve/ueGGG+jWrRsdO3Zkz5490S5LAixcuJB77rmHAQMG0LVrVy666CJefPFF8vPzo12aBFixYgVDhw6lb9++dOnShXPPPZf77ruPLVu2RLs0qcAdd9xBx44d+e9//xvtUkREREREjqkTKugvKirilltuYdu2bTz//POMGzeOnTt3MnToUAoLC6NdnoiIBHj00UeZO3cu9957L2+99RZNmjThjjvuYMOGDdEurVbbuXMnn3/+OSkpKfTq1Sva5UgYU6ZMwWw2M2rUKCZNmsSf//xnZs6cye23347H44l2eVIiJyeH0047jccff5wpU6bwwAMPsGXLFq6//nr27t0b7fIkjAULFrBp06ZolyEiIiIiEhUnVI/+OXPmsHv3bhYuXEjr1q0B6NixIxdddBGzZ8/mtttui3KFIiICsHHjRhYsWMBzzz3HNddcA8CZZ57JpZdeyiuvvMKECROiXGHtdeaZZ/Ltt98CMHfuXFauXBnliqSsCRMm0LBhQ//ts846i/r16/PII4/w/fff06dPnyhWJz6XXXYZl112WdCyrl27MnjwYL744gtuv/32KFUm4eTm5jJ27FjGjBnDgw8+GO1yRERERESOuRNqRP/SpUvp1q2bP+QHSEtLo0ePHixZsiSKlYmISKAlS5Zgs9m45JJL/MusViuXXnopK1euxOFwRLG62s1sPqF+tddJgSG/z+mnnw7AgQMHjnU5UgX169cHvJ9HUruMHz+edu3ahVycERERERE5UZxQ/0vZsmUL559/fsjydu3asXDhwihUJCIi4WzZsoUWLVoQHx8ftLxdu3Y4nU527txJ+/bto1SdSM374YcfADjllFOiXImU5Xa7cbvdpKen8+KLL9KkSRMuvfTSaJclAVavXs28efP4+OOPo11KjXC73bzwwgt89NFH2O12+vXrx1NPPRX2IuHXX3/N5MmT2bRpEx6Ph/bt2/PAAw8EtW7r2LEjcXFxQReCly9fTnJy8jF5PiIiIiJybJxQw/5ycnJISUkJWV6vXj1yc3OjUJGIiISTk5NDvXr1Qpb7RtPm5OQc44pEjp4DBw7w6quvcs455/hH9kvtcd1113H66adz0UUXsWnTJqZOnUqjRo2iXZaUcDqdPPHEE9x+++2cfPLJ0S6nRrz99tssXbqUuXPnsnz5cgBGjx4ddt2cnBxuvvlmFi9ezKpVq7jsssv429/+xr59+4LWmzx5Mj///LP/j0J+ERERkePPCRX0A5hMpmiXICIilTAMI+zntWEYUahG5OgpKChg+PDhWCwWxo4dG+1yJIzx48czZ84cXnzxRZKSkrjtttvYs2dPtMuSEhMnTqS4uJjhw4dHu5QaM2fOHO68807S0tJITk7m4YcfZsWKFWHPuyFDhjBo0CBSUlKwWq385S9/ITY2lrVr10ahchERERGJpqgH/QsXLuSee+5hwIABdO3alYsuuogXX3yR/Pz8oPVycnL45z//Se/evenevTu33normzZtCtmf3W7n+eefp1+/fnTt2pUbbriBH3/8EYCUlJSwo0DLG+kvIiLRUa9ePQ4fPhyy3PcZHm60v0hdY7fbGT58OHv27GHy5Mk0bdo02iVJGKeccgrdunXjsssu45133qGwsJC333472mUJkJ6ezoQJE7jvvvtwOBzk5ub6v6Xru+12u6NcZdXk5eWRnp5Oly5d/MtatWpFUlJS2P/7lLVx40YOHz4c0t7u/vvvp3fv3lx33XUsWrQo7La5ubns2bMn6I/mDRERERGpO6Leo3/KlCk0a9aMUaNG0bRpU9avX8/rr7/O999/z6xZszCbzRiG4f+P8OOPP05KSgpvv/02Q4cO5eOPPw76j/Gjjz7K119/zejRo0lLS2PGjBnccccdzJ49m3bt2rF58+aQGrZu3Uq7du2O5dMWEZEKtGvXji+//JKioqKgPv1bt27FZrMFTaouUhc5nU7uuecefv/9d/73v//RsWPHaJckEUhJSaFVq1bs2rUr2qUIsHv3bux2Ow8//HDIfVOmTGHKlCnMmzePzp07R6G66vENdkpKSgpanpKSEjIQqqzMzEzuu+8+7rzzTtq0aeNf/s4779CjRw/AO9n9Qw89xOuvv865554btP3UqVN5/fXXg5Y1btyYV199le3bt7N9+/bqPi05CtasWRPtEqQMvSa1i16P2kevSe2j1+T4E/Wgf8KECUETS5111lnUr1+fRx55hO+//54+ffqwZMkS1qxZw9SpUzn77LMBOOOMMzj//POZNGkSjz32GOAdwbJgwQKee+45rrnmGgDOPPNMLr30Ul555RUGDhzIuHHj2L17N2lpaQDs2bOHn376iQcffPAYP3MRESnP+eefz2uvvcbChQu56qqrAHC5XHz22Wf069ePmJiYKFcoUn0ej4eHHnqIVatW8fbbb9O9e/dolyQRysjIYPv27Vx++eXRLkWAzp07M23atJDlQ4cOZciQIVx77bW0atUqCpVVX2JiIkBIqJ+bmxsS/gc6cOAAt99+O3379g35f02fPn38P19yySV8++23zJ8/PyTov+WWW/y/c33y8vIoLCykbdu2YScDluhYs2YNPXv2jHYZEkCvSe2i16P20WtS+xyPr0lWVtYJPzAh6kF/uH8w+iai831VdOnSpaSmpvpDfoDk5GQGDBjAkiVL/EH/kiVLsNlsXHLJJf71rFYrl156KW+//Tb/+c9/mDFjBiNGjOC+++7DZDLxyiuv0LRpU2644Qb/Nnv37uXPf/4z//3vf4/KcxYRkYp17tyZSy65hOeeew6Xy0XLli2ZOXMme/bs4YUXXoh2ebXewoULAfw9mpcvX07Dhg1p2LAhZ511VjRLE+Cpp55i4cKF3HXXXcTHx/PLL7/472vatKla+NQSI0eO5NRTT6Vjx44kJSWxY8cO3nnnHSwWC7fddlu0yxO8o9x79+4d9r7mzZuXe19tlpKSQvPmzVm3bp3/mwi7d+8mPz+/3G/+7Nmzh1tvvZVBgwbxyCOPVPoYvm9Mh3vssu1M9R9mERERkboj6kF/OD/88APg7YkKsGXLFjp06BCyXrt27Zg3bx4FBQUkJiayZcsWWrRoEdTmwbee0+nk0KFDTJ06lbFjxzJ69GgMw6BPnz48+uij/tEz4J3ssa718xQROd6MHTuW//73v7z88svk5ubSqVMnJk2axGmnnRbt0mq9++67L+j2U089BXi/NTd9+vRolCQBVqxYAXi/1ThhwoSg++6++27uueeeaJQlZXTr1o2FCxfyv//9D6fTSdOmTenduzfDhg2jZcuW0S5PjmPXX389EydOpHfv3jRo0IDx48fTr1+/sOfd1q1bue2227jqqqsYNWpUyP1//PEHxcXFdOrUCZPJxNdff83HH3/MSy+9dCyeioiIiIgcQ7Uu6D9w4ACvvvoq55xzjn9kf05ODi1atAhZt379+oD3q6yJiYnk5OSEnaDRt15OTg7t27fntddeq7CGli1bsnTpUv9ISBEROfbi4uIYM2YMY8aMiXYpdU4kEzZK9CxdujTaJUgEhg0bxrBhw6JdhlRDXf8MHDZsGLm5uVx77bU4HA769u3L+PHjAfjkk0944okn+PnnnwGYNGkSBw4cYNq0aUFtjJ566imGDBlCVlYW//73v9m7dy82m420tDSee+45zj///Kg8NxERERE5empV0F9QUMDw4cOxWCyMHTvWv9wwDEwmU8j6Zb9yGul6VVHXwv7c3FzAEtG6+QX5WCzWak2+oQk7wtNxCXW0j0leXswxeZyaVtfqFRERkWPDYrHwyCOPhG3DM2TIEIYMGeK/PXbs2KD/N5V19tln8+mnnx6VOkVERESkdqk1Qb/dbmf48OHs2bOH6dOnB/WnrVevHjk5OSHb+Jb5eknWq1eP9PT0ctcLN9q/Ml26dCE2NrbK20VLVlYWH+2I7OJEUmISVpuVnj3bVukxjscJO2qCjkuoY3FMkud7+8ZW9TyOJp0roex2e527sCoiIiIiIiIiUluYo10AgNPp5J577uH333/n7bffDploql27dmzevDlku61bt9K8eXN/f/127dqxd+9eioqKQtaz2Wy0bt366D0JEREREREREREREZEoiHrQ7/F4eOihh1i1ahVvvvkm3bt3D1nn/PPP58CBA/5JegHy8/P56quvGDhwYNB6TqeThQsX+pe5XC4+++wz+vXrR0xMzFF9LiIiIiIiIiIiIiIix1qNtO5Zt24dX3zxBXa7ncsuu8w/iW4knnrqKRYuXMhdd91FfHw8v/zyi/++pk2b0rRpUwYOHMgZZ5zBww8/zOjRo0lJSeHtt9/GMAzuvPNO//qdO3fmkksu4bnnnsPlctGyZUtmzpzJnj17eOGFF2riqYqIiIiIiIiIiIiI1CpVDvpfe+01Jk2aROvWrfnkk0/49ddfuemmm3C5XADMmDGD9957j65du0a0vxUrVgAwYcIEJkyYEHTf3XffzT333IPZbGbChAk8//zzPPXUU9jtdrp37860adNo1qxZ0DZjx47lv//9Ly+//DK5ubl06tSJSZMmcdppp1X1qYqIiIiIiIiIiIiI1HpVDvp//vln7HY7ffr0AWDWrFk4nU7//S6Xi8mTJ/PKK69EtL+lS5dGtF79+vUZO3ZspevFxcUxZswYxowZE9F+6wLDMMjOzo5o3cOHDx/dYkRERERERERERESkVqly0L9t2zZMJhOnnnoq4A3+TSYTN910E2vXruXnn38Oar8jRy47O5sxM1cRm5Bc6bp5GftIbtys0vVEREREItWxY0dmzJhBr169It5m4MCB3HfffVxxxRVHsTIRERERERGBagT9vpHlqampuFwudu/ejdVq5R//+AfLli1j5MiRZGZm1nihJ7rYhGRiE1MqXc9emBfR/gzD8LdbysrKqnDdBg0aYDKZItqviIiIiIiIiIiIiBxbVQ76PR4PAIWFhezcuRO3203r1q2xWCwkJCQAYLPZarZKqXGOonx2ZSVhtlh48uN95a5nL8xj7J/70LBhw2NYnYiIiETDtGnTeOedd8jOziYpKYmrrrqKZcuWAXDHHXdgNpu55JJLePbZZ5k6dSozZ87kwIED1KtXj8svv5z7778fi8XCXXfdRXp6Oo899hhPPvkkZ5xxBlOmTMHlcjFp0iQ++ugjMjMzadeuHY899hhdunQB4Ntvv2XcuHHs2rULm81G586deeedd6J3QEREREREROqIKgf9J510Env37uW1117zh7/t2rUD4ODBg4B3BLjUfmaLBZPZEtE3BUREROT4tn37dl588UXef/992rdvT25uLtu2beOBBx6gY8eOTJ48Oah1T9OmTZk4cSItW7Zkw4YN3HnnnbRo0YIbb7yRCRMmhG3d8+qrr7Jq1SomTZpE8+bN+fDDD7njjjtYtGgR9erVY/To0YwaNYqrr74ap9PJTz/9FI1DISIiIiIiUueYq7rBOeecg2EYbNq0iVWrVmEymejXrx8Af/zxBwAnn3xyzVYpIiIiIkeV1WrFMAw2b95MQUEBKSkpdO/evdz1L7roItLS0vxzN11xxRWsWrWq3PUNw2D69OmMHj2atLQ0LBYL1113Hampqf5vDcTExLBr1y4yMjKIiYnh7LPPruFnKSIiIiIicnyq8oj+kSNHsmrVKnbv3g14g/8rr7wSgEWLFgFUaaI2EREREYm+tLQ0XnjhBWbOnMljjz1Gx44dGTlypH9AR1kLFizgf//7H3v27MHlcuF0OunWrVu5+8/OzqawsJC77roraO4fl8vFgQMHAHjzzTeZMGECl19+OQ0bNuT666/n1ltvrdHnKSIiIiIicjyqVuuezz//nI0bN5KcnEzr1q39982cOROAlBS1ghERERGpay688EIuvPBCHA4Hs2bNYsSIEXz//fdBwTzAvn37ePjhh3nttdc499xziYmJ4fnnn2ft2rX+dcpu06BBAxISEvjf//5H165dwz5+p06dePnllzEMgzVr1nD77bfTsWNH+vTpU/NPVkRERERE5DhS5dY9r7/+Om+99RaNGzcOCvkB4uPj2bVrV9B/8kRERESk9tu2bRvLly+nqKgIm81GcnIyJpMJs9lM48aN2blzp3/dwsJCPB4PDRs2xGaz8csvv/Dxxx8H7a9JkyZB25hMJoYOHcq4cePYsWMHAAUFBaxYsYIDBw7gcDj46KOPyMrKwmQykZKSgtlsxmqt8rgUERERERGRE06V/+f0+uuvYzKZ6NOnD02bNg26b+PGjfz1r3/FbDazfv36GitSRERERI4up9PJG2+8wZYtWwBo3bo1r776KrGxsYwaNYpXX32V//znPwwePJinn36ae+65hxEjRuB0OunduzeXXnopGzdu9O9v+PDh/Pvf/2b69Ol069aNSZMmcc899zB9+nRGjBjB/v37SUhIoFu3bjz++OMAfPbZZ/znP//B4XDQsGFD7rnnHs4888yoHA8REREREZG6pEaHSLndbsA72ZqIiIiI1B0dO3Zk9uzZYe+75ppruOaaa4KW3X333dx9993l7q9///70798/aJnVauW2227jtttuC7vNxIkTq1i1iIiIiIiIQIRBf3p6Onv37g1atmHDBn+wD+DxeJg3bx4Q2pNVRERERERERERERESOjoiC/g8//JA33njDf9swDJ555ply12/YsOGRVyYiIiIiIiIiIiIiIpWKuHVP2XY8FbXnueCCC6pfkYiIiIiIiIiIiIiIRCyioD85OZnmzZsD3jY+JpOJRo0aERMT41/HbDZTv359+vbty/Dhw49OtSIiIiIiIiIiIiIiEiSioP+WW27hlltuAaBTp04AvPrqq/To0ePoVSYiIiIiIiIiIiIiIpWKuHWPz8iRIzGZTP4R/iIiIiIiIiIiIiIiEj1VDvrvueeekGUFBQX8/PPP2O12+vTpQ0JCQo0UJyIiIiIiIiIiIiIiFaty0L9gwQI+/vhjGjRowLhx49i/fz9//etfSU9PB6BZs2bMnDmTk046qcaLFRERERERERERERGRYOaqbrBo0SJWrlzpvz116lT27t2LYRgYhsG+fft46623arRIEREREREREREREREJr8pB/8aNGwE488wzAfj+++8xmUx0796dxo0bYxgG33zzTc1WKSIiIiIiIiIiIiIiYVU56M/MzASgadOmAGzbtg2TycSkSZMYPXo0APv376/BEkVEREREREREREREpDxVDvrtdrt3Q7OZffv2UVxcTNOmTUlKSvL35TcMo2arFBERERERERERERGRsKo8GW/9+vXJzMzk/fffp1mzZgC0bdsWKB3tX69evRosUUREREREREREREREylPloL9r164sXbqUhQsXAmAymejVqxcAe/bsAaBly5Y1WKJEk2EYHD58OGhZbm4uWVlZYddv0KABJpPpGFQmIiIiIiIiIiIiIlCNoH/YsGGsWLECp9MJQOPGjbnuuusAWLJkCQA9evSowRIlmhxF+Tz/+QZiE5IDllr4aMfakHXthXmM/XMfGjZseOwKFBERERERERERETnBVTno7969Ox9//DHLli0jOTmZ888/3x/s3nrrrRiGQdeuXWu8UIme2IRkYhNTol2GiIiIiIiIiIiIiIRRpaC/sLCQV155BYBzzjmH/v37B90/ePDgmqtM6pxwbX7KoxY/IiIiIiIiIiIiIjWjSkF/QkICM2bMwO1207t376NVk9RR4dv8hFKLHxEREREREREREZGaU+XWPWlpaezYsQPDMI5GPVLHqc2PiIiIiIiIiIiIyLFlruoGN954I4Zh8NFHHx2NekREREREREREREREpAqqPKI/OTmZ1q1bs2TJEq699louvPBCmjRpEtJv/corr6ypGkVEREREREREREREpBxVDvofffRRTCYThmGwbt061q1bF7KOyWRS0C8iIiIiIiIiIiIicgxUOegPpD79IiIiIiIiIiIiIiLRVeWg/8wzzzwadYiIiIiIiIiIiIiISDVUOeifPn360ahDRERERERERERERESqwRztAkREREREREREREREpPqqPKL/xx9/jGg9tfgRERERERERERERETn6qhz033zzzZhMpgrXMZlMrF+/vtpFiYiIiIiIiIiIiIhIZKoc9PsYhlGTdYiIiIiIiEgt4na7AcjLy4tyJVJWVlZWtEuQMvSa1C56PWofvSa1z/H2mvj+veL798uJqMpBf/PmzUOWZWdnU1RUhMlkIjk5maSkpBopTkRERERERKKjsLAQgIyMDDIyMqJcjQTavn17tEuQMvSa1C56PWofvSa1z/H6mvj+/XIiqnLQv3Tp0rDLV61axahRo4iPj2f27NlHXJiIiIiIiIhET7NmzQBISEjAYrFEuRoRERGR8rndbgoLC/3/fjkRVbt1T1l9+vThjjvu4MUXX+Sll15i7NixNbVrEREREREROcZiYmJo3bp1tMsQERERkQiYa3JnDocDgK+++qomdysiIiIiIiIiIiIiIuWo8oj+119/PWSZ2+1m//79fPrppwAUFRUdeWUiIiIiIiIiIiIiIlKpagX9JpMp7H2GYWAymTj99NOrtM/9+/czceJE1q5dy8aNGykuLmbJkiW0bNkyaL2cnBzGjRvHl19+id1up3v37owZM4aOHTsGrWe323n55ZeZP38+ubm5dO7cmYceeogzzzyzak9WRERERERERERERKSWq1brHsMwwv4BqFevHo888kiV9rdz504+//xzUlJS6NWrV7mPOXz4cFasWMHjjz/Oq6++isvlYujQoezfvz9o3UcffZS5c+dy77338tZbb9GkSRPuuOMONmzYUJ2nKyIiIiIiIiIiIiJSa1V5RP9VV10Vdnm9evVo06YNl112GUlJSVXa55lnnsm3334LwNy5c1m5cmXIOkuWLGHNmjVMnTqVs88+G4AzzjiD888/n0mTJvHYY48BsHHjRhYsWMBzzz3HNddc49//pZdeyiuvvMKECROqVJuIiIiIiIiIiIiISG1W5aB/7NixNV6E2Vz5FwuWLl1KamqqP+QHSE5OZsCAASxZssQf9C9ZsgSbzcYll1ziX89qtXLppZfy9ttv43A4iImJqfHnUB2GYZCdnV3peocPHz76xYiIiIiIiIiIiIhInVTloD9atmzZQocOHUKWt2vXjnnz5lFQUEBiYiJbtmyhRYsWxMfHh6zndDrZuXMn7du3P1ZlVyg7O5sxM1cRm5Bc4Xp5GftIbtzsGFUlIiIiIiIiIiIiInVJlYL+ffv2cejQIdq0aUNKSgoAX3/9NfPnzycnJ4d27dpx6623ctJJJ9V4oTk5ObRo0SJkef369QHIzc0lMTGRnJwc6tWrV+56OTk5NV7bkYhNSCY2MaXCdeyFeceommPDMIwqfUuhQYMG5U4ALSIiIiIiNc/tdvPCCy/w0UcfYbfb6devH0899RQNGzaMdmknpPHjx7Ns2TL27dtHQkIC5513Hg899JD//7kSPR6Ph7/85S/8/PPPfP311zRt2jTaJZ3Qvv32W15++WU2b95MTEwMgwcP5sknn4x2WSesQ4cO8eyzz/Ldd9/hdrvp3Lkzjz76KJ06dYp2aSeETz/9lBkzZrBx40aKi4tZv3590P3z5s3j9ddf59ChQ3To0IEnnniCLl26RKlaqQkRBf0ul4vRo0fz+eefAxAbG8vTTz9NYWEhTz31lH+9lStXsmDBAj788EOaNGlSo4UahhE27PVNAlzV9SK1du3aam0XidzcXMBy1PZfWzmK8nn+8w2VfpMBvBc5bjw1wX9hqbZbs2ZNtEuodY72McnLizkmj1PT6lq9IiIicmJ5++23Wbp0KXPnzqV+/fo8+uijjB49mkmTJkW7tBOSxWJh/PjxtG/fnry8PEaPHs2YMWP4v//7v2iXdsJ75513iIuLi3YZAnz//ffce++9PPPMMwwcOBDDMNiyZUu0yzqhPfXUUxQUFLBw4UISEhJ4+eWX+fvf/86yZcs0oPMYSElJ4S9/+QvFxcX861//Crpv9erVPPnkk7z++uucddZZTJ06lWHDhrFo0aIqz70qtUdEQf/s2bP57LPP/LeLi4t58skniYuLCwnQMzIymDJlCo888kiNFlqvXr2wo/F9y3xBcL169UhPTy93vXCj/SvSpUsXYmNjq1puRLKysvhox9G7kFCbRfJNBp9u3brUiZFDa9asoWfPntEuo1Y5Fsckef52AHr2bHtUH6cm6VwJZbfbj+qFVREREamaOXPmMGLECNLS0gB4+OGHGTRoEHv27KFly5ZRru7E88ADD/h/btiwITfddBMPPvhgFCsSgO3bt/Pee+/x2muvceWVV0a7nBPeSy+9xI033sjFF1/sX3baaadFsSLZuXMnN910k//bR9deey2TJ08mOzu7TuQ8dd2f/vQnwHsRrKy5c+cyaNAg+vXrB8Cdd97JjBkzWLx4MVddddUxrVNqTuWz4AILFy4MWVZYWEhWVhYmk4l+/frRt29f/9W4lStX1myVeHvsb968OWT51q1bad68OYmJif719u7dS1FRUch6NpuN1q1b13htIiIiIiIix4u8vDzS09ODvr7fqlUrkpKS2LRpUxQrE59Vq1bRsWPHaJdxQvN4PP5vuiQnV/5tdTm6CgsL+e2334iNjeWqq66id+/e3Hzzzfz+++/RLu2Edscdd7Bo0SKysrKw2+3MmTOHnj17KuSvBTZu3Bh0IcxkMtG5c2c2btwYxarkSEUU9G/duhWTycSAAQOYP38+I0aMALwnwciRI5k0aRKTJ09mxIgRGIbBnj17arzQ888/nwMHDvDDDz/4l+Xn5/PVV18xcODAoPWcTmfQxQmXy8Vnn31Gv379iImJqfHaREREREREjhf5+fkAIV/dT0lJ8d8n0fPFF18wZ84c/vnPf0a7lBPatGnTaNKkCRdeeGG0SxG8rZE9Hg9z5sxh7NixrFixgr59+zJs2LCStskSDT179sTtdtOnTx/OOOMMFi1axL///e9olyVAQUFByEVK/Z6v+yIK+v+fvbsOj+Lc2zj+3Y27IEESHAKFQnEvUih1F6qcustb956etqeunFJvoV4qlLZQaLHiTnHXJECAuNvO+8ewm2x0oxu5P9fVK+zsyDOTNJP9zfPcj/2X4vXXX0/Xrl25/fbbHe8NHDiwxL+zs7Mr3ZA5c+YwZ84cR3TD4sWLmTNnjqOwP3bsWPr27cvDDz/MrFmzWLJkCXfccQeGYXDzzTc79tOjRw/OOecc/vvf//LDDz+wYsUKHnjgAWJjY7nnnnsq3S4REREREZGmxD5auviH/dTUVOX2utkff/zB008/zfvvv69IEjc6ePAgn332GU8//bS7myIn2X9vXXLJJXTv3h1vb29uu+028vPz2bBhg5tb1zTZbDb+9a9/0aFDB9atW8c///zDHXfcwTXXXMOJEyfc3bwmLyAggLS0NKdlus83fC5PxmuxWBxZ9UV7xXt5eZX678q67777nF7bJ/kdNGgQX375JVarlQ8++IBXXnmF5557jpycHE477TS++OILWrdu7bTtSy+9xFtvvcXbb79Namoq3bt355NPPtEfQiIiIiIiIhUIDg6mTZs2bN26lR49egAQExNDenq64mLc6KeffuKVV17h/fff13xPbrZu3ToSExM577zzABxzF15wwQXcd999XHPNNe5sXpMUFBRE27ZtNcFrPZKcnExsbCzXXXedo3h8+eWX8/rrr/PPP/8wbtw4N7ewaevevTvbtm1zvDYMgx07dmiUUgPnUqHfbvHixRw6dKjMZQcOHKhyQ1zJegwNDeWll16qcD1fX18ef/xxHn/88Sq3R0REREREpKm64oor+Pjjjxk8eDBhYWG89tprjBgxQhPxuskXX3zBe++9xyeffELv3r3d3Zwm7+yzz2bYsGGO10ePHuXKK6/k008/pVOnTm5sWdN29dVX88UXX3DeeefRoUMHPv/8c3x8fOjXr5+7m9YkhYeH06FDB7755hsefPBBvL29+eWXX8jIyNBD4zpSUFBAfn4+eXl5AOTk5ABmB+7LL7+cW265hRUrVtC/f3++/PJLcnJyGD9+vDubLNVUqUL/hx9+6PTaMIwSy0RERERERKRhs+daX3bZZeTm5jJ8+HBee+01dzeryXrxxRfx9PRk0qRJTssVSeIefn5++Pn5OV7n5+cD0KJFC0eEjNS9m266iYyMDCZNmkROTg49evTg448/1mTJbjRlyhReffVVxowZQ35+Pu3bt+ftt98mKirK3U1rEmbOnOnUCdr+oHj+/PkMGDCAZ599lqeeeorjx4/TrVs3PvroI0X3NHCVKvQXpeFQIiIiIiIijZOHhwePPvoojz76qLubIrg2Al7cJzIyUt+jesBisXDfffeViIYW9+ncubM6CLvRJZdcwiWXXFLm+xdddBEXXXRR3TVIap3LhX575pyIiIiIiIiIiIiIiNQfLhX6d+zYUdvtEBERERERERERERGRKqhydI9IXTAMg+TkZJfWDQsLU6SUiIiIiIiIiIiINDkq9Eu9lpuVzit/bMfHv/zJc3Iy03jpqqGEh4fXUctERERERERERERE6gcV+qXe8/EPwicg2N3NEBEREREREREREamXrO5ugIiIiIiIiIiIiIiIVJ0K/SIiIiIiIiIiIiIiDZgK/SIiIiIiIiIiIiIiDZgK/SIiIiIiIiIiIiIiDZgK/SIiIiIiIiIiIiIiDZhnZTcYO3YsVquVd955h549e9ZGm0QqzTAMkpOTXV4/LCwMi8VSew0SERERERERERERqSMuFfoPHDhAhw4dADh8+DAWi4WcnBwAtmzZwn333YfFYmHevHm11lCR8uRmpfPKH9vx8Q+qcN2czDReumoo4eHhddAyERERERERERERkdrlUqH/rLPOIioqihEjRjiW2XtD5+TkEBcXp97R4nY+/kH4BAS7uxkiIiIiIiIiIiIidcqlQv+pp57K1q1b+fbbbx3L7r77bvr370+zZs1qrXEiIiIiIiIiIiIiIlI+lwr9P/zwA0lJSSxZsoRHHnkEgISEBP7880+nnvxXXXUVI0aMYOTIkfTu3bt2WiwiIiIiIiIiIiIiIg5WV1cMCwvjggsucLz+6KOP+Pjjj7n44osdyzZs2MDkyZOZOHFizbZSRERERERERERERERK5VKP/jFjxjBy5EhGjhzpWBYYGEi/fv3w9/fn559/BmDWrFksXryYJUuW1E5rGwDDMEhKSnJp3eTk5NptjFRLZb6X9vXdobLtDAsLq9dzalT2fERERERERERERJo6lwr9R44cYfr06fzwww+OZR9//DHjxo3Dy8vLsaxz58507tyZG264oeZb2kAkJSXx+Lcr8PEPqnDdtBNHCGreug5aJVVRme9lTmYaE0/xr4NWlVTZdr501VDCw8ProGVVU9nzyc/rhqeXS7/KRERERESkgcjKymLKlCnMmTOHI0eOkJeXB8DOnTvd3DIREZH6yaXq2PLly1myZAlLlizh999/B2DhwoUsWrTIab3JkyczYsQITjvttHrdY7i2+fgH4RMQXOF6OZlpddAaqQ5Xv5emglptS3kq1876r7Gdj4iIiIiIVM4bb7zBl19+6e5miIiINBguFfrDw8O58MILufDCCx2F/jvvvJPU1FRWrlzJnj17AHjvvfeYMmUKwcHBrFq1qvZaLVINhmG4FJukaKWKVRSzk5qaSmJiouN1fY8NEhERERGR+uGvv/5y/PuOO+5gxIgRbmyNiIhI/VflvIsRI0bQr18/1q1bxzXXXAPAww8/zOLFi1m/fn2NNVCkpuVmpfPKH9srjIZpytFKrubkJycnV3AtPZhxYAvQMGKDRERERESkfoiPj3f8+9JLLyUqKsqNrREREan/Kl3oHzhwIABBQSULezfddBM33XQTWVlZ1W+ZSC1yJRqmMtFKhmGQlpbm1Hu9LO7s1V6Z0QyVeRhS32N2GtuExSJS87Kysvjqq6+YO3cu+/btIzc3lzZt2jBmzBhuu+02PaQUERGpI4899hgzZsxwWjZu3DgABg0apDgfERGRMlS60F/8phoUFOQo/tv5+flVr1UiDUxuVjqzYjyYN3NLueu5u1d7ZUcz1PTDEHdFJjW2CYtFpGYlJiYyadIkdu3a5bT84MGDTJ06lT/++IOvv/5aPQlFRERERESk3qpydI9dt27d9ERdBNdGCbha7Lav60qv8soWxmt6NIOr3B2ZpAl+RaQs//nPfxxF/h49enDLLbcQFBTEjz/+yNy5c4mPj+exxx7j66+/dnNLRUREGr/bb7+dyy67zBERDPDOO+/QvHnzUpMFRERExFTtQr+IuM7VYjeYBW9v/8BGNZdAbUQm5efnA5Qbm1SZhyGuPoxx9UGMneKAROqn1NRU/vzzT8frm2++mYiICACuueYaFixYQF5eHmvXrmXfvn106tTJXU0VERFpEjp06ECHDh2clvXq1YvIyEj3NEhERKSBUKFfpI652rM8JzPNbb3vG4rcrHQOJQZi9fDg3zOPlLleZR6GVGbkgSsPYkBxQCL12YEDBygoKHC8fvDBB8tcd8+ePSr0i4iIiIiISL2kQr+INGhWDw8sVo9yH4hU9mGIqw9YFAck0rRkZGS4uwkiIiIiIiIipVKhX0RERJqsDh064OHh4ejVP2fOHDp27FhivfT0dAIDA+u6eSIiIiIiIiIusbq7ASIiIiLuEhwczPjx4x2vb731Vr777jtWrFjB3Llz+eyzz7jxxhu55JJL3NhKEalLjz32GNHR0URHRzN58mR3N0dERJqAsu49kydPdix/7LHH3NjC+sF+LaKjo4mNjXV3c0TqHfXoFxERkSbt2WefZd++fezatYtDhw7x7LPPllinbdu2bmiZNBQ///wzjz/+eInlvr6+NG/enN69e3PttdfSv39/N7SubLGxscyYMQOAoKAg/vWvf7m87WOPPebY1s5iseDv70+bNm0YPHgwN954Y5P4fyc2NpYzzjijwvV27tzp8j5TU1P55JNPWLhwITExMeTn5xMSEkLz5s3p1q0bw4cP56KLLqpGq0VEGrfi92aLxYKXlxdBQUG0atWKXr16cfHFF9O3b183trJ2REdHl1hmP/fOnTtz1llnceWVV+Ll5eWG1tWtyZMn87///a/cdS6++GJefvlll/e5ceNGPvvsMzZs2EBiYiJeXl6EhoYSGRlJdHQ0V1xxBd26datu00WqRIV+ERERadLCw8P54Ycf+Oabb5g7dy579+4lOzubsLAw2rRpw5AhQ5x6/Yu4Kjs7m9jYWGJjY5k7dy7vvfceY8aMcXezHOLi4hwfftu2bVupQn9pDMMgIyOD3bt3s3v3bn7//Xd++eUXWrduXQOtbTpSUlK4/PLLOXjwoNPyEydOcOLECXbs2EFsbKwK/SIilWAYBrm5uSQkJJCQkMDWrVv5/vvvOe+883j++efx9/d3dxNrVV5eHomJiSQmJrJmzRrWrl3L22+/7e5mNTjz5s3j3nvvdcR+gnltMzMzOXz4MKtXryY6OlqFfnEbFfpFRESkyfP19eXGG2/kxhtvdHdTpBH4+uuvAThy5Agvv/wyJ06coKCggM8//7zWCv15eXkYhoG3t3et7L88PXr04KmnnsIwDDZv3sxrr72GzWYjOTmZn376ibvvvrvO2+ROTz31FD169Kjy9l988YWjyN+mTRvuvPNOIiMjSUpK4tChQ/z9999YrUpglcavMqNgRCry9ddfk5+fT1xcHLNnz2bp0qUA/P7776SlpfHhhx9isVjc3Mqad/vttzNy5EhycnL48ssvWbhwIQB//PEHDz/8cJMYeWfXokWLUh9uNG/e3OV9/Pe//3UU+ceNG8fFF1+Mv78/hw8fZseOHfz111811VyRKlGh30WGYZCUlFThesnJybXfGBERERGptwYMGOD497Zt2/jss88AOHbsmNN6RYfWz58/n8jISABWrVrF9ddfD5g97RcsWACUjIhZsmQJb775Jn///TdJSUnMmDGD6OhovvrqK3799Vf27dtHTk4OQUFBtGnThl69ejFp0iQ6d+7M2LFjiYuLc+wrLi6uzPZUJCgoyHHOAwcO5Pfff2fr1q0lzrmgoICXXnqJbdu2ERsbS0pKCgUFBbRo0YJ+/fpx8803lyiQz5w5k++//57du3eTkZFBUFAQLVu2pGfPnkycOJHTTjvNsW5WVhZfffUVc+fOZd++feTm5tKmTRvGjBnDbbfdRnh4uNO+ExMTef3115k/fz45OTmceuqpPPDAAy6dc3m6devm9DNQWZs2bXL8+4YbbuDyyy93ev/2228nPT29yvsXEWmKiv5evvTSS5kyZQrvvPMOAH///Td//PEH55xzDuvWrePqq68G4JRTTnHE1B0+fNjxsH7AgAGOh/q7du3i/PPPByAyMpL58+c7jrN3714+++wzVq5cybFjx/Dy8qJbt25cccUVXHzxxXXyYKF9+/aOc2/RooWj0A9w/PhxR6F/8+bNTJs2jZ07d3L8+HHS0tLw9vamXbt2nHHGGdx0000EBAQ4tk1NTeX9999n4cKFHD58GJvNRmhoKB06dODUU0/l3nvvxc/Pr8rXYuXKlbz99tts27aNwMBAzjzzzGrfo729vat1f05ISHD62+mVV14hMDDQaZ0nn3ySzMzMKh9DpLpU6HdRUlISj3+7Ah//oHLXSztxhKDmGp4sIiIi0tQdPXqUVatWOV537969Rvd/3XXXceDAAadl//vf/3jvvfecliUlJZGUlMTWrVsZPHgwnTt3rtF22NlsNrZs2eLUpqLnnJ+fz5dfflliu8OHD3P48GHmzp3L119/TZ8+fQD46aefeOKJJ5zWTU5OJjk5mV27dtGpUydHoT8xMZFJkyaxa9cup/UPHjzI1KlT+eOPP/j666+JiooCIDMzk+uuu449e/Y41l29ejXXX3897dq1q9Z1qK6goMLPG9988w3Nmzdn0KBBTj0OixcWRESkcu644w5mzpzpuGfNmDGDc845h969e+Pv709mZiY7duwgLS2NoKAgVq9e7dh206ZN5Obm4u3tzZo1axzLhwwZ4vj3vHnzeOCBB8jJyXEsy83NZcOGDWzYsIHly5fz2muv1dkogpycHObMmeN47ePjQ4cOHRyvt2zZwm+//ea0TX5+Pjt27GDHjh0sWrSI6dOn4+lplhHvvPNOp3MH88HB8ePHWbNmDTfeeKOj0F/Za7F06VJuu+028vPzHW3/9ttv2bhxY81dkCoICAjAarVis9kAeO6555g4cSK9evXCx8cHMOeCKPpARKSu1Xihv+hEF5Wd0KK+8/EPwicguNx1cjLT6qg1IiIiIlIflTYJXrdu3Xj44Ydr9DiHDx/m3nvvpU+fPhw+fJiwsDD+/PNPADw9PXn88cfp0qULycnJHDp0iCVLljg+oL/zzjv8888/vPDCC0DJ4ewtW7Z0uR32PNriJkyYwGWXXeZ47eHhwZ133kmnTp0ICQnB19eXrKwsli9fztSpU8nLy+O9997jo48+AnCcC8A999xD//79ycjIIDY2lqVLlzo+VAP85z//cRT5e/TowS233EJQUBA//vgjc+fOJT4+nscee8zRA/Ozzz5zFPm9vLy499576datGz///DNz5851+dxLYx+NUdQZZ5zBlClTXNp+1KhRzJo1C4D9+/fzf//3fwBEREQwYMAAzj33XMaOHdsoIyZEROqKxWJhyJAhjkL/li1bAPOeMGDAABYvXozNZmP9+vWMGjWKdevWObbNzc1l06ZNDBgwwKnYPXToUMB8+Pzwww87CtsTJ05k3LhxJCYm8s477xAXF8dvv/3GkCFDnO6TteHxxx93mpQYwN/fn2effZbQ0FDHsujoaB577DGioqLw9/fHw8ODpKQkPvnkEzZv3szWrVv566+/OPvssx05/wCtW7fmkUceISwsjOPHj7Nr1y7+/vtvxz2qstfCZrPx3HPPOYr8Xbp04Z577iE3N5c333yzWtei+OhFu/fee49x48ZVuL2vry+DBw9mxYoVAPz666/8+uuveHp60rVrV4YNG8YVV1zh9ABFpK6pR7+IiIiISC3z8/MjIyOjRvf5yCOPcN111zkts/f09vT0pEOHDvTs2dPRQ/zWW291rHfqqac6DS2v7nD24iwWCx4eHuTk5DjmDfD09GTkyJFMnTqVTZs2ceLECfLy8py2K9pbr2iv9Y4dOxIdHe2I3yk6cXBqaqrTQ4Gbb76ZiIgIAK655hoWLFhAXl4ea9euZd++fXTq1MmpmH/NNdc4rs3w4cPZuHEjR48eraErUZJ9BENx9ut/4YUXsnHjRr755hsMw3C8Hx8fz6xZs5g1axZnnHEG7733nor9IiLVULTQnZZW2GlzyJAhLF68GIC1a9cyatQoR2G7e/fu7NixgzVr1jBgwADWrl3rtB3A7NmzHffYbt26OaJ92rZty/nnn88HH3wAwA8//FDrhf7S+Pj4lIiX6d27N9u2bePTTz9l7969pKWlOXqu223cuJGzzz6bgIAAPDw8KCgoICgoiPbt29OlSxfHA/iHHnrIsU1lr8W2bds4dOiQY/s33njDMTowJCTE6W+Z2rB582ankQdgZvjbi/cvvPACd9xxh9MIwvz8fLZv38727dv54osvePXVVznnnHNqtZ0iZVGhX0SklhmG4TR/R2pqKomJiaWuV5kP7GFhYfqALyJSD9l7jaempjJ16lRWrVrFxo0bufnmm5k3b16NTZh75plnllg2ceJENmzYQHZ2NjfddBMAzZo1o0ePHpx55plceumljl79NcU+GS+YveXsPfRmz55NQUEB7777LgDLli3jlltucUxiV5qUlBTHv6+44gr++OMPCgoKHLm8ISEhREdHM3r0aK6++mr8/Pw4cOCA0z4ffPDBMve/Z88eOnXq5JjsFnDK+ffy8uLUU0+tVqG/tMl4w8LCHP/+6aefHCOgiyo68egzzzzDtddeyx9//MH69evZuHGjUxFq/vz5zJ49m3PPPbfK7RQRaeqKzsNYNDataATP2rVrSUxMZP/+/fj5+TFp0iQef/xx1q5dy/79+zl+/DgAXbt2dUSsFY2F27VrF9dcc02px9+9e3eNnk9p7JPx5uXlsWbNGqZMmUJSUhLPPfccrVu3dsw78MQTTzBz5sxy92W/R/v4+HDRRRfx008/sWvXLi655BKsViutW7emT58+XHLJJYwcORKo/LUoWuT38/NzigDs379/Fa5AobIm4+3SpYvj3/fdd59TDj84p5VERkbyyy+/sHjxYhYvXsw///zDzp07HX+H5OXl8eyzz3LGGWc4jTwUqSsq9IuI1LLcrHRe+WN7kTk+PJhxYEuJ9dJOHMHbP7DCuUDAjAl76aqhJSYWFBER9yvaM/7UU09lxIgRgNkje/Xq1Y7XRRUtVJf2MLg0pcXrXHTRRbRt25bffvuN7du3c+DAARISEli6dClLly5l7969JXLvq6voZLwDBgzA09PTUZj/66+/yMnJwcfHh08//dRxnr179+bmm2+mWbNmxMfHO9Yv2oN98ODB/PTTT/z8889s3ryZAwcOkJSUxOrVq1m9ejXr168vMR9BRVwZVVG0DVVR3cl47Tp16sRdd90FmD8fy5cv58EHH3QUWjZu3KhCv4hIFdlsNpYvX+543atXL8e/e/ToQWhoKMnJyWzevJmlS5cC0KdPH4YNGwbAhg0bHBEu4PxwwFU1PdKvNEUn4x06dCgbN250nM/vv//OmDFjiI+PdyryT5o0iVGjRuHj48MPP/zAL7/8AjjfH59//nmGDBnCokWL2L17NwcPHiQuLs7xoN/VOBw7+7Wo7j24PDU1etHDw4MxY8Y4HpKkpKTwySefOKIHU1NT2b9/f43PzSTiilov9G/cuJE333yTTZs24enpyYgRI3jkkUdo3VoT1opI0+HqHB+urCciIg1H8Q+sRXush4SEOF4fPXqU9u3bA7Bw4UKX9l3aqC7DMBg4cCADBw50LNu0aROXX345ALNmzXIU+q1Wq2Od4sPzq6PoOdtsNlJTU2nRooVTXM2dd97p+IBcVg9CwzDo0aMHTz75pGPZoUOHuPDCC8nMzGT+/PlkZWXRoUMHR4QAwJw5c+jYsWOJ/aWnpzvigNq1a+foPWiPIgBz+L09p7m23HPPPdxzzz1lvr9y5Up69OhBSEiIY5mHhwcjR46kd+/eLFmyBKjZ75mISFMzZcoUYmJiHK8vvvhix7+tViuDBg3izz//JC8vj88++wyAgQMH0qpVKyIjI4mNjXWM4APnQn/RSe/79u3Ld999V2ob0tPTa+x8qsI+6vzIkSOOZaGhoU4dAkobgQbmNbrgggu44IILAPOe9Pnnn/Pqq68C5t8b48aNq/S1aNeunWNZVlYWO3fudOTqr1+/vrKnWGkLFiwo8z2bzcbChQtLzJMTEhLCpEmTHIV++7oi7lCrhf7Nmzcza9YscnNzHctmz57N+vXr+fnnn2nWrFltHl5EpNEqHgdUHkX8iIjULXterz26p6iiH3g7dOjgyKR//vnnueqqq9i6dWuFQ+fLc9999+Hh4cGgQYOIiIjAz8+PZcuWOd4vmjtbNJv42LFj/PLLL0RGRuLr6+vUs7EiaWlpjnO2R/fYhYWFOf7mj4qKYv/+/QBMnToVT09PDh065LR+Uf/973+JiYlh+PDhtG7dmsDAQLZt20Z2djZg3gtzc3MJCQlh/PjxzJkzBzDnIrjpppto3749qampxMXFsXTpUmJjYx1Z/hMmTHAU+r/++muaN29O165d+fnnn6udz79r1y48PDxKLD/llFPw9/evcPsff/yRefPmMWrUKAYPHky7du2wWCysW7fOqfdo3759q9VOEZGmZO3ateTn53P48GFmzZrl6NUO5iTo9ge+dkOGDHHcM7Zv3w4URscMHDiQ2NhYRyyN/cGA3TnnnMObb75JZmYmGzZs4N577+W8884jKCiI+Ph49uzZw19//cV5551X7oPfmnDw4EHWrl3rmKum6N8E9siaqKgox7Lk5GTef/99evXqxdy5c53uO0WNGzeO0aNH07NnT1q2bElBQYHTxMT2vzcqey169uxJVFSU4yHMQw89xN13301ubi5vvfVWta5Fbm6u05wKdgEBASUi90pjs9m48847adu2LePHj6dPnz6Eh4eTmprK999/71gvMDDQKQ5IpC7VaqF/z549jB07liuvvJLY2FjeeOMNMjMzOXr0KG+99RYvvPBCbR5eRKTRKhkHVDpF/IiI1L2y8mfPO+88p2Hc1113naPQv3v3bv7zn/8AZvRL0UneKiMjI4OlS5cye/bsUt+/6KKLHP/u1KkTrVq14ujRoxQUFPDoo48CZm+6v/76y+Vjbt++vcxzfuCBBxwjB6677jrH5IYrV65k5cqVAAwaNIjVq1eX2DYnJ4eFCxeWOcJh7Nixjl7vzz77LPv27WPXrl0cOnSIZ599tsT6bdu2dfz7xhtvZPbs2ezbt4/c3Fxee+01wOw5365dO6eM4Moq6zPOL7/84lIhAcxejHPmzHE8vChu4MCBnHXWWVVuo4hIU1Pevfn5558v0TGqeBSPl5eXY06XAQMGMGPGDMd7p5xyCsHBhaOymzVrxquvvsqDDz5ITk4Oc+fOdZoEvi598MEHjglvi2revDk33HADYLb33HPPZdasWQCOHHsPD48SEw7bHTt2jK+++qrM49r/3qjstbBarTzzzDPccccd5Ofns2vXLu69914Ax4S4VXX8+PFSfw66d+9eqU4WcXFxJTpyFPXoo4/W2HxMIpVVq4X+li1b8s477zh+wHNzc3nllVcAmDt3Lv/5z3+chgyLiIjrajrmxzAMpwmpyqNRAiIiFfPw8CAoKIhu3bpx/vnnc+mllzq9f/7553Ps2DG+/vprjh07Rtu2bbnqqquIjo7mX//6V5WOedVVV9GsWTM2b95MQkIC6enp+Pv707lzZ84991yuvfZap/b973//45VXXmHLli1kZWVV53QBsxASHh5O7969ufrqqx1ZxgCnn346kydPZsqUKezfv5/w8HAuvvhiLrjgAiZMmFBiX+eddx42m42NGzdy7Ngx0tLS8PHxoUOHDowbN46bb77ZsW54eDg//PAD33zzDXPnzmXv3r1kZ2cTFhZGmzZtGDJkCOPHj3esHxAQwFdffcXrr7/OggULyM7OpkePHtx77738+uuv1Sr0V9c999xD7969WbVqFfv37ychIYG0tDQCAgLo3LkzEyZM4Jprril11ICIiJTOYrHg6elJcHAwrVq1olevXlx88cVljo7q3LkzERERxMfHA2aGv5+fH4BT730oPZ9//PjxzJgxg2nTprFy5UqOHj2Kh4cHLVq0oFOnTowePdrpvlQX/Pz8iIyMZNiwYdx0001EREQ43nvhhRdo3rw5c+fOJTk5mejoaO699142bNhQaqH/wQcfZNWqVezcuZOkpCRycnIICQmhZ8+eXHfddYwaNcqxbmWvxemnn84nn3zC22+/zbZt2/D392fs2LE89NBDTn9X1DVPT08+/fRTVq1axbp16zh69CiJiYnk5+cTHh5Onz59uOaaa6o0X4NITbEYNTzTxeTJkx0ZXuPHj3fK89q4cSNXXHGF4/Xy5ctrLb7nyJEjvPTSSyxbtgzDMBg2bBhPPPEEbdq0cWn7nJwctmzZQq9evfDx8SExMZF/z9xSYVEt9Xicy8U3V9etrX3O2twWi9WDiaMLyl2voZyP9ln3+6wP56Of4wpy/zNS+feFvVzq0Z+YmMjj365wyyiB4r9zRURERERERETEdbU+Ga87ZGVlMWnSJLy9vR0jCN555x2uv/56fv31V5eyMUVEmiJNBiwiIiIiIiIi0vDUaqF/06ZN5OXl4eXlBTjPkB0UFERYWFitHHf69OnExMQwZ84c2rdvD0B0dDQTJkzg+++/d+SQiYg0dpWZtNfV9UREREREREREpH6p1UJ/fHw8999/P5dffjlxcXFOMT4TJkyotXz+BQsW0KdPH0eRH8xZxPv168f8+fMrVehPTk7Gy8tLBTARaZBcnbQXIO3EEYKat66DVpVUwylyIiIiIiIiIiJNSq0W+tu1a8eiRYuYN2+e0/KIiAj+7//+r9aOu2fPHs4444wSy7t06cKcOXMqta+3/9pFRp7h1gKYiEh1uBrHk5OZVgetKV1KSorbji0iIiIiIiIi0tDVaqG/f//+vPDCC7z77rts3boVT09PRowYwcMPP0zz5s1r7bgpKSkEB5csaoWEhJCamurSPgoKzIk9m/tZ8fcyCAjxxcsjGy+j/FEInl75Lq1XmXVra5/RLQqwWm0EG5l1fmzts3Hssz6cj36O636feR7ZHD9+nKysrAr36aqkpCQAMjPL/j6KgDn6Iy8vj4CAgFobGdgQ2Ww2MjIy8PLywmKxuLs5IiKNmu5F4irdn0VE6o7uz2AxGmFeQq9evbjhhht48MEHnZa/9dZbfPzxx2zbtq3CfcTHxxMbG1tbTRQREZFq6NatG0FBFUdSNRVpaWns2rXL3c0QEWlSdC+Siuj+LCJS95ry/blWe/S7S3BwcKkxEGX19C+N/QeiW7dueHt712j76ouJb8cA8N39UZXabsuWLfTq1as2mtSg6bqUVBfXpKo/x+6kn5WS0tPTOXDgQKP+nVsT9LMDubm57Nq1Cy8vL3c3pV6xXw/9P1SS/r8pna5LSbompdN1KUn3InGV4/689Ca8OzwHZ51VvR0aBiz+L8SugMihcPoTUNZIgcqsW91j2mzw7YWQtAfCusBVM6Gs3rQ5OfB+dwzAAnDHDvDxqXy7Cgrgk0GQlQR+YXDzavDwKHv9yrSxLPn58L/uQAHgAXfvAM+aLavpd27pdF1K0jVxlpmZyV3T1vPgyNAmfX9ulIX+Ll26sHv37hLL9+7dS5cuXVzah8fJG4S3tzc+VbnpNABJWeY5VuX8Gus1qS5dl5Jq+5pU5+fYnRpae2tbbm4u0Lh/59YUXR+Thr87s18P/T9UOl2T0um6lKRrUjpdl9LpXiQVcdyfOzyHz4UX1sxOxz8H2SngG1Jx4b4y61Z3P/+aAykxEBJVfgHdxwfu28f+3/5Nx/P/Db6+VW/XXRvh+FZo0bP8In9l21gWHx94YB/snwcdx0EtFRP1O7d0ui4l6ZoU8vHx4b1J/di3b1+Tvj83ysCisWPHsnHjRmJiYhzLYmNjWb9+PWPHjnVjy0RERERERESkSaluT/6iLBbwC3WtcF+Zdau7H6sVwtq7VkD39SWx0+XVK/KDWdxv1du1In9l21gWLy/odnatFflFpOr8/f3d3QS3a5SF/iuuuIK2bdty5513Mm/ePObPn8+dd95Jq1atuPLKK93dPBERERERERERERGRGtMoC/3+/v5MmzaNDh068Mgjj/DQQw8RGRnJtGnTCAgIcHfzRERERERERERERERqTKPM6Ado06YNkydPdnczRERERESkBqSmpnLs2DHy8vJqZf+enp5s3769VvbdkDXV6xIQEEBkZCTW6kR8iIiIiNShRlvoFxERERGRxiE1NZX4+Hjatm2Ln59frUyylpGRodG/pWiK18VmsxEXF8eJEydo2bKlu5sjIiIi4hJ1TxARERERkXrt2LFjtG3bFn9//1op8osUZbVaiYiIICUlxd1NEREREXFZkyv0HzlyhHvvvZf+/fvTr18/7r77bg4fPuzuZomIiIiISBny8vLw8/NzdzOkCfHy8iI/P9/dzRARERFxWZMq9GdlZTFp0iT27dvHK6+8wquvvsrBgwe5/vrryczMdHfzRERERESkDOrJL3VJP28iIiLS0DSpjP7p06cTExPDnDlzaN++PQDR0dFMmDCB77//nhtuuMHNLRQRERERERERERERqZwm1aN/wYIF9OnTx1HkB4iKiqJfv37Mnz/fjS0TEREREZGm4LHHHuPJJ590y7FnzpzJ2LFj3XJsEakCw4CsZPOriIhIBZpUj/49e/ZwxhlnlFjepUsX5syZ44YWiYiIiIhIY7N582bef/991q9fT25uLi1atOD000/nlltucXfTRKShMAyY+xAcWAgdxsCE10GRUiIiUo4m1aM/JSWF4ODgEstDQkJITU11Q4tERERERKQxWbZsGVdffTUdO3Zk5syZrF+/ni+//JLQ0FDWrFnj7uaJSEORnWIW+QNbwf4FkHxIPftFRKRcTarQD5pUSURERESkqYlPyeL1Wdu58aMVvD5rO/EpWbV2rOeee47zzjuPhx9+mIiICABatmzJXXfdxbnnnlti/bi4OO644w4GDx7MqFGjePHFF8nOzgbAMAzeeustRowYQd++fRk7dixffvmlY9tdu3Zx0003MXjwYEaPHs0bb7xBXl6e4/1NmzZxySWX0LdvX6666ipiYmJq7bxFpIb5hpg9+dOOgMUK319s9vBXsV9ERMrQpAr9wcHBpKSklFheVk9/ERERERFp2OJTsrh2ynJ+WRvDtrhUflkbw7VTltdKsX///v0cPHiQ888/36X18/Pzue2222jRogULFy5k+vTprF+/nldeeQUwRwfMmDGDH374gQ0bNjB9+nT69esHQEJCAtdddx3jx49nyZIlfP/99yxbtowPP/wQgLS0NG655RbOOussVq1axeOPP863335b4+csIrXEYjHjeib+Ahhmz/4DC83MfuX2i4hIKZpUob9Lly7s3r27xPK9e/fSpUsXN7RIRERERERq05dLD5CVW0C+zSyK5dsMsnIL+HLpgRo/VmJiIoCjJ39FNm3axIEDB3jsscfw9/cnIiKC+++/n59++gnDMPDy8iInJ4fdu3eTk5ND8+bN6dmzJwC//PIL0dHRTJw4EW9vbyIiIrjtttuYOXMmAAsXLsTPz49bbrkFb29vevfuzWWXXVbj5ywitchigdB2Zs/+9KPQfjQsfh6mjVXvfhERKaFJTcY7duxYXn31VWJiYoiKigIgNjaW9evX8+CDD7q5dSIiIiIiUtO2xSU7ivx2+TaDbXHJNX6s8PBwAOLj4+ncuXOF6x89epRmzZrh7+/vWNauXTtycnJITExk8ODBPPDAA7z//vvcf//99O3bl/vvv59TTz3V8TlmwIABjm0Nw8Bmszn23aZNG6fo0sjIyJo6VRGpK/ae/dkpgAHTzijs3Z+dAn6h7m6hiIjUE02qR/8VV1xB27ZtufPOO5k3bx7z58/nzjvvpFWrVlx55ZWO9eLi4hg/frwbWyoiIiIiIjXhlLaheFqd5+nytFo4pW1ojR+rY8eOtG/fnt9//92l9Vu1akVCQgJZWYUxQjExMfj4+BAWFgbAlVdeybfffsuyZcuIjo7mnnvuAaBNmzYMGzaMtWvXOv5bt24dGzZsAMxRBYcPH8Yo0uM3Nja2pk5VRCqjuj3vLRazoO8bWti7v8MYM8dfRETkpCZV6Pf392fatGl06NCBRx55hIceeojIyEimTZtGQECAYz3DMCgoKHBjS0VEREREpCZcN6IDft4ejmK/p9WCn7cH143oUCvHe/bZZ/ntt9948803iY+PB8w8/Q8//JDZs2c7rdu7d2/at2/Pyy+/TFZWFvHx8bzzzjtccsklWK1WNm3axNq1a8nNzcXb25uAgAA8PDwAuOiii9iyZQs//vgjOTk52Gw2YmJiWLx4MQBjxowhMzOTTz75hLy8PLZu3cpPP/1UK+csIhVY/N+aidmx9+6ftMD8arGY+1Vmv4iI0MSie8Ds+TJ58uRy14mMjGTBggVs2bKljlolIiIiIiK1ISLEj6/uHMaXSw+wLS6ZU9qGct2IDkSE+NXK8YYPH84333zD+++/zwUXXEBubi4tWrRg9OjRXHLJJY5CPICnpycffPABL774IqNHj8bHx4czzzzTESuakZHBq6++yoEDB/Dw8KBbt2689dZbALRo0YIvvviC119/nbfeeovs7Gzatm3rGKkcHBzMhx9+yPPPP8+UKVPo3r07EydO5Oeff66V8xaRcsSuqLmYHXvvfjCL+3MfMmN8OowpLP6XxjDMNviGlL2OiIg0aE2u0C8iIiIiIk1LRIgfD53bo86Od+qppzJlypRS33v55ZedXkdFRfHBBx+Uuu7QoUOZMWNGmcfp0qVLmdsC9O3bt0Rh/+677y5zfRGpJZFDaidmJzvFLPJXlNlfmQcCIiLSYDWp6B4RERERERERkTpVW6k6viGuZfaX9kBAREQaHfXoFxERERERERGpLTUZ3VOUPbO/okge+wMBe49+TeIrItIoqdAvIiIiIiIiIlJbLFbwCa6lfVsqfoDg6gMBERFp0BTdIyIiIiIiIiJSawzISXVvE+wPBOqyyG8YkJVsfhURkVqnQr+IiIiIiIiISG2JHNr04nLsEwBPG2t+VbFfRKTWqdAvIiIiIiIiIlJbRj7e9OJyypsA2GbDO/MI2Gzua5+ISCOkQr+IiIiIiIiISG1Z8lLT69FunwA4/ajzBMA2G3w0kFMWXgYfDVSxX0SkBmkyXhERERERERGR2hK7wuzRXtGkuY1JWRMAp8TAie3YPPzwOLHdfB3W3r1tFRFpJNSjX0RERERERESktjTFjH4ofQLgkCho3gNrQRY072G+FhGRGqFCv4iIiIiISA3asGEDN910E/3796dv375ccsklzJgxw93NEhF3Of2JppfRXxarFW5dw7YxP8Kta8zXxdlskHSwfsb6GAZkJTe9KCaRkwzDIC0rD0P/D9RLKvSLiIiIiIjUkKVLl3L99dfTt29f5s2bx/Lly7n55pv573//y7vvvuvu5omIO6jI78xqJde/ddlF/o8Gwns96l+Gv2HA3Idg2ljzqwqd0sQYhsG7c3dy19Q1vDt3p4r99ZAK/SIiIiIi0rilxMCse+CjQebXlJhaO9R//vMfzjvvPO6++27CwsLw8/PjnHPO4fHHH+eDDz4gNjaWxx57jAcffJCHH36Yfv36MW7cOH7++Wen/axdu5arrrqKQYMGMW7cOD777DPHB+pVq1ZxyimnMHv2bMaNG0f//v257777SE9Pr7XzEpEGoDH0Nj+Z4Y9XgPm1Fn9fV1p2ChxYCIGtzK/ZKe5ukUidSs/OZ93+RJoF+rBufyLp2fnubpIUo0K/iIiIiIg0Xikx8H4fWPchHF5jfn2/T60Uj/bv38/Bgwe54IILSrx33nnnYRgGy5cvB2DOnDmMGDGC1atX89xzz/Hvf/+b9evXA7B7925uueUWbrrpJlasWMGHH37IV199xcyZMx37KygoYOnSpcycOZO5c+eyfft2vvzyyxo/JxFpIGqit3ltPSiozH5PZviTl1H/Mvx9Q6DDGEg/an6tzLwLjeEhjDR5gb6e9O8YTkJ6Dv07hhPo6+nuJkkx+o6IiIiIiEjjtfRVyE0HW5752pZnvl76Kpw7uUYPlZiYCEDLli1LvOft7U1YWBgJCQkA9OnThwsvvBCA4cOHc+aZZzJjxgz69evHt99+y1lnncW4ceMA6Ny5M9deey2//PILF110kWOfDz30EAEBAQQEBHDGGWewZcuWGj0fEWlASutt7hfq+vb2BwUHFppF7Amv10zkUGX3ezLDn5QYs8hfWryPu1gsZvuzU8wiv6vXp7aurUgds1gs3DshmvTsfAJ9PbHo57jeUaFfREREREQar7hVhUV+O1sexK2u8UOFh4cDcOzYMTp37uz0Xm5uLklJSYSHh3Pw4EHatm3r9H7btm3Ztm0bALGxsaxcuZK//vqrsMk2G61bt3a89vDwcBwPwN/fn4yMjBo/JxFpIOy9ze3F5Mr0NofqPyioyf1arRDWvvrHrg0WS+WvS21dWxE3sFgsBPl5ubsZUgYV+kVEREREpPFqOxiO/uNc7Ld6QdtBNX6oDh06EBUVxW+//cbQoUOd3ps9ezYWi4Vhw4axYcMG4uLinN6Pi4ujVatWALRp04ZLL72UZ599tsbbKCJuUBdxLVXtbW5X3QcFdb3fhkTXQETqiAr9IiIiIiLSeI14BDZ/XRjfY/UC70BzeQ2zWCw8/fTT3HXXXURGRnL11Vfj6+vLokWL+O9//8stt9xCVJSZN71x40Z+//13zj77bFavXs2ff/7JZ599BsDVV1/Nddddx8iRIxk5ciQWi4UDBw6QmJjIoEE1/4BCRGrZ4v/C+OeqFtdiGK4X76vS27zottV5UFDX+21IdA1EpI6o0C8iIiIiIo1XSBTcsdHM5I9bbfbkH/FIrU3wOGrUKKZOncqUKVP45JNPsNlsdOjQgUceeYTLLrvMsd5ZZ53F33//zTPPPENoaCjPPPMMAwYMAKBbt2588MEHvP322zz++OMYhkG7du24+eaba6XNIlLLYldULa7FMGDOg7B/HnQcB2e9UbtF4rIeFFTmYUNZ+/UNadqF7uo8hBFpBAzDULZ/HVChX0REREREGreQqBqfeLc8AwYMcPTOL4uvry8vvvhime/37duXadOmlfre4MGDHXn+dvfcc0/lGyoidSNyaNXiWrKSYfNXkJ9jfh31NPiHlVyvuoX48tTERLKl7UNEmgzDMHh37k7W7U+kf8dw7p0QrWJ/LalH05eLiIiIiIiIiDQypz9RxZ7w9n8YxV4XYS+iTxtrfq3p+QBKm0jWHfsQkQYrPTufdfsTaRbow7r9iaRn57u7SY2WCv0iIiIiIiIiIrWlqj1XfUOh97UQ2tH86htacp2aKqIbhjmCoPiDAvtEsulHqz6RbE3soy6UdQ1EpFoCfT3p3zGchPQc+ncMJ9BXATO1RVdWRERERESkDr388svuboKINAQWC0x4o+xYHsMw/+swGg4scq2IXlrMT3nxPDUxkWxDmIy2JiKKRKRUFouFeydEK6O/DqjQLyIiIiIiIiJSH5U3Qa69MN1+NEyab/b4L6+AVlYxu7RRAUWPWd2JZGtzDoGaUtE1EJFqsVgsBPl5ubsZjZ6ie0RERERERERE6pOKYmSKFqYPLgIsFRfRy4r5qYloHZsNkg6aX4ufR23OIVBTXL0GivcRkXpMPfpFREREREREROoLV2Jk7IVp+zquFOfL2qa60To2G3w0EE5sh+Y94NY1YD3Zr7Sh9JR35Roo3kdE6jkV+kVERERERERE6gtXiuNVKc6Xt0114nlSYswiv1eA+TUlBsLam+9V5YGEu1R0DRrKQwsRabJU6BcRERERERERqS9cLY5XpThf3bz90oREmT357T36Q6Kcj1ffJ+J1VUN6aCEiTZIK/SIiIiIiIiIi9YW7i+OVnTzXajXjelJizCK/Pban6H4aQ893d39fREQqoMl4RURERERE6tBjjz3Gk08+6ZZjz5w5k7Fjx9bpMcePH8/PP/9cp8cUafDsPe/dUeSvyuS5VqsZ11O0yN8QJuGtLHd9X0REXKAe/SIiIiIiIjVo8+bNvP/++6xfv57c3FxatGjB6aefzi233ELLli3d3bx6x2azMW3aNH788UdiY2Px9fVl0KBB3HfffXTp0sXdzRNpWmoqh1559iIidU49+kVERERERGrIsmXLuPrqq+nYsSMzZ85k/fr1fPnll4SGhrJmzRp3N69eevzxx/n88895/PHHWbNmDb/99hvNmjXj8ssvZ8eOHe5unkjTYs+hTz9avRz6mtqPiIi4TD36RURERESkUTueeZyfd//IrqRddAvrxiVdL6OFf4taOdZzzz3Heeedx8MPP+xY1rJlS+66664yt4mLi+OFF15g/fr1+Pr6cuaZZ/Lggw/i6+uLYRi8/fbb/PTTT2RkZBAWFsYNN9zAddddB8CuXbt45ZVX2LJlC35+fpx//vnce++9eHl5AbBp0yb+/e9/s3//frp3787w4cPLbf+sWbP48MMPiY2Nxd/fn5EjR/L000/j7+8PwNixY7niiitYsWIFmzZtom3btvznP/+hX79+AOTl5fH666/z66+/YrVamTRpUrnHW7t2Lb/88gtffvklgwYNclyvf//73+zdu5eXX36ZqVOnAhAdHc3jjz/OjBkzOHToEL169eKFF16gffv2AOTn5/PJJ58wY8YMEhIS6NKlC0899RS9evUCzMikgoICfHx8mDNnDn5+ftx1111MnDix3DaKVJvN5u4WuJ67X1M59OXtx2bDO/OIeV2s6n8qIlJT9BtVREREREQareOZx7l34d3MOfAHu5N3MefAH9y78G6OZx6v8WPt37+fgwcPcv7557u8TX5+PrfddhstWrRg4cKFTJ8+nfXr1/PKK68A5giBGTNm8MMPP7BhwwamT5/uKKonJCRw3XXXMX78eJYsWcL333/PsmXL+PDDDwFIS0vjlltu4ayzzmLVqlU8/vjjfPvtt+W2JzAwkDfeeIO1a9fy9ddfs2HDBt5//32ndX766Seeeuop1q5dy7Bhw3jssccc73300UcsWrSI7777jvnz5xMXF8fhw4fLPN7ixYtp1aqVo8hf1AUXXMDq1avJzs52LJs+fTrvvvsuK1asoGvXrtxxxx0UFBQA8O677zJ//nw++eQTVq1axaWXXspNN91ESkqKY/u5c+cyZswYVq9ezdNPP83zzz9PXFxcuddEpNq+vdC9xf7K5uXXVA59afux2eCjgZyy8DL4aGD9eAgiItJIqNAvIiIiIiKN1s+7fyQ7P4sCwywGFxgF5ORn8/PuH2v8WImJiQBERES4vM2mTZs4cOAAjz32GP7+/kRERHD//ffz008/YRgGXl5e5OTksHv3bnJycmjevDk9e/YE4JdffiE6OpqJEyfi7e1NREQEt912GzNnzgRg4cKF+Pn5ccstt+Dt7U3v3r257LLLym3PqFGj6Nq1K1arlfbt23P55ZezYsUKp3WuvPJKunbtioeHB5dffjkHDx4kLS0NMCf7vfnmm2nfvj2+vr48+uijWMopFiYmJpZ5vVq2bElBQYFTof6GG25w7Pvhhx/m0KFDbNy4EcMw+PLLL3nkkUeIiopytK1ly5YsWrTIsf2QIUM444wzsFqtnHnmmQQFBbF9+/Zyr4lItSXtgZQY9x2/tLx8d0mJgRPbsXn4wYnt7r0uIiKNjKJ7RERERESk0dqVtMtR5LfLN/LZlbSrxo8VHh4OQHx8PJ07d3Zpm6NHj9KsWTNHNA5Au3btyMnJITExkcGDB/PAAw/w/vvvc//999O3b1/uv/9+Tj31VGJjY1m/fj0DBgxwbGsYBraTPWSPHj1KmzZtnArtkZGR5bZn2bJlvPfee+zbt4/c3FwKCgpo1qyZ0zotWhTGHvn5+QGQkZFBUFAQR48edTqGv7+/47qUJjw8nPj4+FLfO3bsGB4eHoSEFGZ7F923n58f4eHhHD16lKSkJDIzM7n99tudzjc/P99p/0Xbbm9fRkZGme0TqRFhXSAkyn3Ht+flH1jo/rz8kCho3gPrsa3Qsqd7r4uISCOjQr+IiIiIiDRa3cK6sS9lr1Ox39PiSbewbjV+rI4dO9K+fXt+//13hg0b5tI2rVq1IiEhgaysLEfRPCYmBh8fH8LCwgCzB/2VV15JVlYWkydP5p577mHRokW0adOGYcOG8dFHH5W674iICA4fPoxhGI7id2xsbJltyc3N5a677uLhhx/m0ksvxdfXl08//ZSvv/7a5WsQERHhdIzMzEzHSIfSjBw5kg8//JC1a9c6PbAA+P333xk4cCC+vr6OZUX3nZWVRWJiIq1atSIsLAx/f38+//xzevfu7XJ7RerEVTPdm0VfU7n7NcFqhVvXsG3ZbE4dfk79yeh3dQ4DEZF6rJ78RhUREREREal5l3S9DF9PPzwsHoBZ5Pfx9OWSruVH2FTVs88+y2+//cabb77p6EmekJDAhx9+yOzZs0us37t3b9q3b8/LL79MVlYW8fHxvPPOO1xyySVYrVY2bdrE2rVryc3Nxdvbm4CAADw8zHO56KKL2LJlCz/++CM5OTnYbDZiYmJYvHgxAGPGjCEzM5NPPvmEvLw8tm7dyk8//VRm2/Py8sjJySE4OBhfX1/27NnD9OnTK3X+F154IZ9++imHDh0iOzub1157DaOcPPCBAwdy3nnn8dBDD7F8+XJyc3M5fvw4zz//PJs2beLRRx91WnY+9SkAAQAASURBVH/atGkcOnSInJwc3njjDaKioujTpw8Wi4Xrr7+eV199lQMHDgDmKIMlS5aUOWJApM7Uh2J28bx8w4CsZPNr0X/XBauVXP/W9eO6QOXnMBARqafUo19ERERERBqtFv4teHfM//h594/sStpFt7BuXNL1Mlr4t6h44yoYPnw433zzDe+//z4XXHABubm5tGjRgtGjR3PJJZeUWN/T05MPPviAF198kdGjR+Pj48OZZ57Jgw8+CJjFanvx2sPDg27duvHWW2+Z59aiBV988QWvv/46b731FtnZ2bRt25Yrr7wSgODgYD788EOef/55pkyZQvfu3Zk4cSI///xzqW0PCAjg3//+N6+99hrPPPMMvXr14qyzzuK3335z+fxvvfVWkpOTueKKK/Dw8GDSpEm0adOm3G1effVVpk6dygsvvEBcXBw+Pj4MHDiQ77//nm7dnEdeXHbZZdx9993ExMTQs2dPpkyZ4njwcc899/Dll19y5513cvToUfz9/enTpw9PP/20y+0XaRLshe0DC6HDaDCAg4vMWJ8Jrze9Hu2lzWHgF+ruVomIVJoK/SIiIiIi0qi18G/BbX3uqLPjnXrqqUyZMqXM919++WWn11FRUXzwwQelrjt06FBmzJhR5r66dOlS5rYAffv2LVHYv/vuu8tc3x4TZJeRkcH//d//OV4vWLDAaf3IyEh27tzpeO3t7c1TTz3FU0895Vh26623lnk8AA8PD2666SZuuummctcD6NWrF//6179Kfc/T05MbbriBG264odT3i193KHk+Ik1C0cL2vvmAAcGRTbfIXXQOg8ih4BPs7haJiFRJPRknVdKRI0e499576d+/P/369ePuu+/m8OHDLm17+PBhHn30UUaPHk2fPn2YMGECb731FpmZmbXcaqlNWZm5bN14xN3NEBEREREREal5dRWhYy9spx+FTmdAx3Hmv909Ua+7WCxw5mtmkT9mOfz5sOJ7RKRBqpc9+rOyspg0aRLe3t688sorALzzzjtcf/31/Prrr/j7+5e5bWZmJjfccAN5eXncd999tG7dms2bNzN58mQOHjzI22+/XUdnITXFVmDj73l7+PmbjaSmZNO9ZwRX3difDp2bubtpIiIiIiIiItXnFKdTyxE6xSfnBU1Em5MKsSsgqHXTHdkgIg1evSz0T58+nZiYGObMmUP79u0BiI6OZsKECXz//fdlDsUEWL9+PQcOHODTTz9lxIgRAAwZMoSUlBQ+++wzsrKy8PPzq5PzkJrxwVtLWbX0oOP1jq3x/PvhP/i/J8bQZ0BbN7ZMRESkbAUFBbz++uvMmDGDnJwcRowYwXPPPUd4eHip63/66ad8++23JCQk0KJFCyZNmsQ111xTx60WEam/ikYEiTQ6dZ0Tb5+c164uitqG4fxwoT4pGt/TVEc2iDRBje0zW72M7lmwYAF9+vRxFPnBzK3s168f8+fPL3fbvLw8AAIDA52WBwcHY7PZMDT8qsFJS8kpscywGaSnlVwuIiJSX3z00UcsWLCAH374gcWLFwPwyCOPlLru/PnzmTx5Mq+//jobNmzglVde4bXXXmPZsmV12WQRERFxl6JxOo2x0GwfsTBtrPm1vtVm7KMcJi1omhMSizRRje0zW70s9O/Zs4du3bqVWN6lSxf27NlT7rbDhg2jQ4cOvP766+zZs4eMjAxWrFjBF198wcSJE8uN/RERERGpKdOnT+fmm28mKiqKoKAgHn74YZYsWUJsbGyJdQ8dOkT37t057bTTAHPyzOjoaHbs2FHHrZYaZ7NBenz9K2g0QDabzd1NkCZEHcSkRuW40EmtLgvNdTUXQFHFRix45KdXf58FBXB0k/m1skq7BvZRDirySy0yDIO0rDzdZ2pBVf5WbGyf2eploT8lJYXg4JKznIeEhJCamlrutj4+PnzzzTfYbDbOPfdc+vXrx7/+9S9Gjx7NM888U1tNllrkF+BVqeUiIiLulpaWxuHDh+nVq5djWbt27QgMDCw1euKcc84hPT2ddevWYbPZWLt2LQcOHGDkyJF12WypaTYbTBsDb0bC1NHma6mSgIAA4uLiyM3N1QdjqXWGYZCQkICvr6+7myKNxfvdITu74vXqotDsrp71xUYsFHgGVrxNeQoK4I3W8MFp5tfKFPvr++gCabQMw+DduTu5a+oa3p27U3/T1CCbzcbD324A4OjRo8TGxjr9V1o9uTF+ZquXGf0Alire2HJycrj//vtJSEjg1VdfpU2bNmzatIn33nsPDw8PnnvuuUrtb8uWLVVqR0OQluYNwLp16yq9bVW2qaohYwPxD4pg9ZLj5GTbiGjjy8gzW2F4HGPdumN11g5X1OV1aShq+5pU5+fYnRpae+tKY/6dW1P0s9MwpKebvdRKixK0v1dUs2bNmDBhApMmTXL0RHniiSdKHeFYHv0/VDp3/X/jmZNA70PLsBgFGIeWsWnlPPJ9mrmlLaVpiL9PEhMTMQyjyp8VRFxhGAaGYWCz2UhMTHR3c6QRMID9v/2bxE6X18LODTzy083CuQu/Gz3y0ui6bRZ5vs3x2jaL3aHnU+AVVPPtKk3zq/AIPd/R1urch3xTdnNK5gkMrFgyT7Dt7x/IDunq0rZuvQYuaIj357rQGK5LZp6NJdtSCPaxsGRbLP1C0/D3qnof7MZwTWpKQmY+MScyAB+uvvpqTpw44fT+3XffzT333OO0zF2f2WpTvSz0BwcHk5KSUmJ5WT39i/rxxx9ZvXo1f/31F+3atQNg4MCBBAUF8fTTT3PVVVfRvXt3l9vSq1cvfHx8KncCDUTQb/sB6N+/Y6W2W7duHf3796+NJpVp0CCYeF0Ou3Yco+/AyHr54c4d16W+q4trUtWfY3fSz0pJaWlp7Nq1q1H/zq0J+tkxH+g3hGJ2QEAAQIk/EFNTU0v8IQkwZcoUZs2axS+//ELnzp3Zs2cPd9xxBz4+Plx+uetFAf0/VJJb/78xDNg5HGKWY4kaRp+h4+tNHIB+n5Ska1I6XZeSGsq9SOoPC9Dx/H/TsaZHidh7ptsnkHUl8sdmgxNnQMxyOOVcThs8yi33pmr/bik4DdbeiyXzBPg3p+eoy8HDw7VtDQOSzzWvmxuvQWn0O7d0jeW6GIbB+uSdrNufyMhTwhkxOLrK9a3Gck1qis1m49fdKwH45ptv8Cj2+6C0erK7PrPVpnpZ6O/SpQu7d+8usXzv3r106dKl3G137txJSEiIo8hv17t3b8c+KlPol/ojMNiHfoOi3N0MERGRCgUHB9OmTRu2bt1Kjx49AIiJiSE9PZ3o6OgS62/dupVx48Y5/s7p2rUr48aNY9GiRfXmj0apAosFJi2EzOMQ0LLeFBFERKSO3bEDarLIbxhm5j2GU+492Slm9E952/35MMSugKhhcOZrlb832Y/tG+Le+5qHBzx4BI5vhRY9XS/yQ+F8CPXhPKRJsVgs3DshmvTsfAJ9PWulE6thGLW6//rKarXy2lV92bZtG61atXKp81Nj/MxWLzP6x44dy8aNG4mJiXEsi42NZf369YwdO7bcbVu0aEFKSgoHDx50Wr5x40YAIiIiar7BIiIiIsVcccUVfPzxx44/Fl977TVGjBhBZGRkiXX79evHvHnzOHDgAGB2TJg3bx6nnHJKHbdaapzVCoERKiKIiDRlNTnarmi+/KLnocNoR+49viHlb1t0QtzYFZBT/hyIjuPZJ62tb9n2Hh7Qqnflivx2mnhX3MRisRDk51VrRf6mPAeA1Vr5Mndj+8xWL3v0X3HFFXz99dfceeed3HfffVgsFt555x1atWrFlVde6VgvLi6O8ePHc+edd3L33XcDcPHFF/P5559z6623cvvtt9O6dWu2bNnClClT6NmzJ/369XPXaYmIiEgTcuutt5Kamspll11Gbm4uw4cP57XXXgPg119/5dlnn2XDBnPCqJtuuom0tDRuvPFGkpKSCAkJ4ayzzuLWW2915ymIiIhIfVO0WH9wEVw/H0Y941rPdPuEuPaon4oeDBSPBjr9qcqNIBCROpWenc+6/Yk0C/Rh3f5E0rPzCfLzcnez6rXG9pmtXhb6/f39mTZtGi+99BKPPPIIhmEwdOhQnnjiCUd+EphPqgoKCpyeUEVGRjJ9+nQmT57M22+/TVJSEq1bt+bKK6/k9ttvr9LTHREREZHK8vDw4NFHH+XRRx8t8d4FF1zABRdc4Hjt6enJQw89xEMPPVSXTRQREZGGpnix3pVe6UXjdioTWVP0ocK+eXD6k5V7UFAZdREJZLNBSgyERJkj7kQamUBfT/p3DGfd/kT6dwwn0Ldeln3rlcb2ma3efsfbtGnD5MmTy10nMjKSnTt3lljepUsX3nnnndpqmoiIiIiIiIhI3atsvnxpE/a62gvfN8SMBtr0lfn67xfM7XNSa7YgX5VJhSvLZoOPBsKJ7dC8B9y6RsV+aXTqYg4Aqd/0W01EREREREREpLbUdE52efnyRTP1wblXvj1up+h6Npvz+sWPc/rT5rat+5tRQTmpNZ9tX1Yba1JKjFnk9wowv6bEVLyNSANUm3MASP2nQr+IiIiIiIiISG35+4W6mbi2tMly7VE/RSfsta83dYzZy728yXX9QqHTeMiIN7f3CS77wUBVldbGmhYSZfbkz8swv4ZE1fwxRETcrN5G94iIiIiIiIiINHibv4aRD4B/eO0ep7Se8X6hJaN+spLN9/2bQ8wyiBpe9uS6RaOCfILhz4drPmKnsnFEVWG1mnE9yugXkUZMv9kauPy8AubM3MaLT8xl++aj7m6OiIiIiIiIiBRly4fs1No/Tlk944tH/djXyzxh9m7PSii/J719+5zU2ovYKS+OqKZYrRDWXkV+EWm01KO/Adu0Po6vPl5D/JE0AF5++i/6DorkulsG0axFgJtbJyIiIiIiIiI07wGh7Wr/OK72jC/eS7/o5LqGUfb29gcE9h79tRGxUxb7nAIWwDe0dh8IiIg0UHqM2YD9+dsOR5HfbsPqWLZuPOKmFomIVE9ycjJGXeSXikj9YbNBenzdZBeLiIi4w1Uz664XedGe8cUn5i1tPavVeX1Hxv+DkJnkvK39AcGkBTUX2+MKw4A5D8L/omFytNk2/d0gIlKCCv0iIlJvvPrbBpKSktzdDBGpKzYbTBsDb0bC1NHmaxERkcbGHVExpU3MW5GiGf+bvoKpo0puWxcRO6W1a/88yM+B/GzYN79mY4NERBoJFfpFRKTe8PZV7JhIk5J5HGKWm9nFMcvN17VJowdERMQdUusgn9/O3ovfPuFuWXn69vVstsJe/z7BEDkUUuPMdYLaup7Fb7NB0sGqPbQvPvKg+GvfEOg4Djx9wNMXOp1Rt7FB5bVVpAEwDIO0rLxGP3q+sZ+fK5TRXwuyMnP5/aettGwVyMgzumC1mk+6c3MLmPvrNry8PBh3bnc8Pav3nGXU+C7EHEgiOSnLsax7zwiie0ZUa7/lSU/NYclfR8nL3M+QkR1r7TgiIiLSBAS0hKhhZpE/apj5urbYRw/YjzVpoSbjExGRuvFZH7htG4SG1u5x7L34DyyEDqOh/Wg4uKhknr59vf0LwGIFDHN9g5P3yeFmUf3g365l8dts8NFAOLHdnI/g1jWu32Od2jwGznwN/ny48LU9IuisN2DU0+7N6C/e1rqMLxKpIsMweHfuTtbtT6R/x3DunRCNpRH+3BqGwdTF+xjYzN0tcS8V+muQrcDGor/28PO3/5CWkgPAvNk7ufrGASQnZfHDlxtIOJ4BwII5u7hiUj8GDKn6hDwDh7Wnd782zPp5K+tWxXDxVX2qtb/y5OfbmDdrBzOnbyYzI5cNK5fy5+87uPrGAXSJblErxxQREZF6wmYze9sHtKzZD7QWi1lwr419F1fa6IHA2uscISIi4mTurXDl9JrdZ/GJc4tG7xxYBJPmA8+UnFjXvp5/c4hZZhb2980HDAiOhLiVcP18c5vyJvW1S4kxi/xeAebXlBgIa+/aOWQlw76/CkcPpMSUHIlgjwryD6vSZaoxTte3SNtE6rH07HzW7U+kWaAP6/Ynkp6dT5Cfl7ubVePSs/PZHJPMwGY+7m6KW6kbUw2KPZTMtA9WOYr8AIf2JzH55b/54M2ljiI/QPyRNCa//Df5eQXVOqaPrxeXXH0aL75zfq0V+QF2bz/Gt5+vIzMj17Fs784TfPzO8lo7poiIiNQDtZ2jb7WaBffa7llkHz1g9az90QMiIiLFTfioZvdXWga/b4jZ0zz96Mme+KGl5+nb18s8YfbAz0ow43A6jivc1q+MbUsTEmXuJy/D/BoS5fo5LH7ePOaRdeYIhJCoYufgpoie0pS4vvWobSJlCPT1pH/HcBLSc+jfMZxA38bZ5zvQ15NTo0Ld3Qy3a5zfXRERERGpGUV7wh9aBhnHIKiVu1tVeXU5ekBERKSoGzfWfGyPvXd5QITZIz4r2ezxPuF1517+pbFYCtfzCYac1MKidUXblsZqNeN6UmLMQr2rsT3ZKebIgzYDzHkBRj9tbuvKOdgVH9VQm4pet7o4ntRbhmGQnp1PoK9nvY/BsVgs3DshusG0t6osFgv/Or0TW7dudXdT3Eo9+kVERESkbAEtzYn5AAwb/Hhlzffqryt1NXpARESkqODgmt+nb4jZA/7wWkg7DH//xyx6Wyyu9cS3r2e1Fq5f1rauTEBrtZpxPZWZ/6ZoD/lO48wRCEXb5kqRv/iohorWr+5Euq62TRote+b9XVPX8O7cnQ1iAliLxUKQn1ejLfLbNfbzc4UK/TUoNMyP9p3CSyzv3b8N3UuZIPfUvm2wetT9tyAjPZc/f9tOQb7rH9KbtwykTZTzsDSL1ULvfm1qunlODseksHDuLvIr0VYRERGpQRYLXPa9GXmDUZhvLyIiIu5jscCop8x/F+TB5q/NInZR1S1sGwZkJsKsu10vpleGvYf8pAVVm9i2tMz84u23n39lHwqIlKG0zHuR+kLRPTUoONSPf79+DssW7uPHrzcQ3syfq28aQNfuZgbs2pWHmD5tPR6eVq66oT+9+7Wt0/YVFNhY8Mcufvl+E+lpOez17kazFgHk5RXg5eVR7rYtIgJ54e3zWDR3N9O/WkeHTs25+sYBpT7YqAlpqdnM+HYji/7cTUGBwR8ztzFxUn/6DXYx609ERERqTlArM9c+Zrlb8+1tho2UnBRCfULVY0dERMTeC5+TReuit0Z7YfvAQrPXfPFCekWRN4YBcx+EjV9AdrI5SW/RCWhrKjLHPuFvRW0p7X37iAD7ORbNzC9+/qOe0kS6UiPsmffr9ic26sx7aZj001jDrFYLI8/ozOCRHfDysjp9CB0wpB2n9W+L1WpxS0/+337cwoxvNzpe22wGx+PT+X7aeq69eWCF23t4WDnjnGgCw1MZPKTi9avj7f8uYs+Owt6C8YfTeOelRTzw1Fj6DKjbByQiUndyszMqXklE6l49yLe3GTaeXPo4OxK30z28By+OeAmrRYNTRUSkAaityDvfUOh9Leybb06ma4++gdJ7u9sL22U9BChaUM9OMfebnwMWK2TEQ9dzzfcqeohQXHkPBVx5IFHW++Vl5hc//9OfKvuhgEglNJXMe2mYVOivJd7epfeQ96yg53xtKiuqp7KxOJ5etf+huqCgrLYW1PqxRcR98rIyGkTGoUiTZM+3d5OUnBR2JG6nwChgR+J2UnJSCPMNc1t7itJIAxERKde3F8K/5lQuv94VFgtMeKPyvd1LewjgG+JcUD/zNfPhwaYj4OkLp1wO50w2j5GV7Hrv+IoK+eU9kHDlfXtmfnHFz98vVBPpSo2xZ96L1Dcq9IuISL0RENZSRTIRKVWoTyjdw3s4evSH+oS6u0mARhqIiIgLkvZASow5WW1NK6vQXV5v99IeAhQvqOekmg8RRj1tJgMVnYC2vIcIxVU0sgDDnFT44KLS91WZY7ly/uXF9ZQ28qCmIopEROqACv3VtGfHcVpHhhAQ6O3uppTLVmAjL68Ai9WCYXPuLRvRKshNrSpbq9ZB7N+d4LTMx9eT0HB/N7VIRERE3MlisfDiiJfqXc/5+jzSQERE6omwLhDihvnmKvMQoLSCusUCfqXc00rbvrI5+k49/UfD9fOdHyaUd6zqnn9pSht5AJWLKBIRcTMV+qvo6OFUvp+6jvWrYwkM8uGiib0Ze1Y3PNyQvV+RTevj+PbzdRyOSSGiTRC+vl4c3JeIn78XLVsFcfZF3dzdxBJuf2Ak/Ye04/tp6zlxPIMRYzpx2TWnqdAvIiLShFkt1npXRK+vIw1ERKQeuWpmzcf2VFfxInhlC+pFt69Cjr5HfnqRnv6LYNQzZR+zMgX7qipt5AFoAl8RaVBU6K+CvbuO8+ITfzoy79PTcvjq4zX8syaWh/89zs2tc/b7T1v44csNjtfxh9MAOPvCUzh4MNxdzXLJwGHt6TswkuPH0mndVhPliIiINDUNIfu+vo40EBGReiQ/390tcE1VC+qu5Ojb44FOFvsLPAPr1+S4ZY08qE9tFDnJMAwy82wYhqG/PYuw1dbE5w2ICv1VkJ6WW+rEtinJ2W5oTflSkrJKXd5Qfg94enmoyC8iIlJXbDbIPA4BLd3+x0JDyr6vjyMNRESkHpkSDffvBx+fym1nj8PxCTYz88vrae9qlnx1MucrG89TdLvSevzXp8lxy2pPfWqjCGaR/925O1myLYX1yTu5d0K0iv2YRf6Hv93ADX0q+Xu2kVGhX0RERETMIv+0MRCzHKKGwaSFbo0ZUPa9iIg0Klu/hX7/cn19e3F8/wKwWAGj7Jz48qJzqrJeee2pRDyPQ1mxONWN5LHZzEmOQ6Jq5m+W0tpTF7FBIpWQnp3Puv2JBPtYWLc/kfTsfIL8vNzdLLeLT8kmNjELaNqF/vrZLaqe8/X1LPVe6OvnvucmyWX03Pct43/2spaXtZ/KyszIJTen5PDE3Jx8MjNya+QYIiIiUoMyj5tFflu++TXzuFubY8++97B41E32vc0G6fFmIUNERKSm9byqcuvbi+P+zeHEdvBr5lwkL23d4oX0qq7nyraZSZB00Lx/QmFBvNRiycke/+lHqxaBYxiQlex8j7bZ4KOB8F4P86siO6SJCPT1pH/HcFJzDPp3DCfQV324ASJCfIkM93N3M9xOPw1VEN0zgqdfOZtvPlvLnh3H8fbx4OyLenLuxafUeVv27T7Bt5+tY++u44yZ0I2LJ/YhMLjw6dUlV/ehVZtgfvhqA0kJmTRrEcDl1/VlyMgOvPXcAcd6qSnZ/PzNP/z91x66ndKSq28cQPtOlc/wLyiwsXDubn75biNeXh5cdl1fho3qCMDyv/fz41cbyMst4KKJfRgzoWu9nLxYRESkSQpoafbkt/foD2hZN8ctIy6oTrPv69loBhERaWTu2FH52B6fYIgcCoeWQfMekJVQdpG8ouicyq5nZ4/q8QqE5EPQ7nQ4tBjajYIvx5sPIJr3gFvXlH/fdCWmp6xYoLJGEqTEmMf3CjC/psRAWHvXzkcxPFKDDMMgPTufQF/POonQsVgs3Dshmn6haYwYrNgeO6vVyqsTT2P79u3ubopbqdBfRZ27Nefpl89i/eoYOnQKJ7x5QJ234aev/+G3Hzc7HmrPm72T5X/v5/+eHEO3U8wP5xaLheFjOjFgWDs2rI6h3+B2eHt7OO1n26YjvPvy32Rl5gGwY0s8zz40m4uu7M1FV/Z2uT1Zmbn855E5HI4t7BXw0dvL+GvWDizAvt0JjuVffrSa+bN38syrZ+Hn713FKyAijU1udgbJyckAhIWF6Y8WkbpksZgF7rrM6K+gwF5n2feljWYIjKj944qISNOw8nUY/1zlYnL+fBhiV0C74XD2u5CbVnaB2tW8+8rk4ttsMPseiFkGJ3ZCQY45uuCu7WZb1n9YuSJ7eRE45cUClTXRb0iU+ZDB/rAhJKr841cntkikDPa8/HX7E+nfMbzO8vItFgv+XlZ9Xi7CMAy+WHqAgc3c3RL3Ulelauo3KMotRX6A/XsSSowuz8zI5ejh1BLr+vh4MmRkxxJFfoAjcamOIr+dYTPYvyehxLrlyc7OdyryO9q5O8GpyG93ODaFrKyS8T4i0rS9tSiGx79dQVJSkrubItL0WK1mgbuuPjTUQlyQzbCRlJ2EUZkIHvtoBqtn2aMZFO0jIiJVFbui6jE5sSvMwnpZsTh25UXnVHa9ggL4eRJs+AwyjkNBNlg8IPMEpMZBSDuzuJ6XUX6RvbTInYrOt3ikUFmxP1arOZLgru1wy2pzsuLyjlOd2CKp1wzDIC0rr3J/+9XQfu15+c0CfRx5+eIe6dn5bI5Jdncz3E49+kVEpN4ICo8gI9+ingkiTUUNxwXZDBtPLn2cHYnb6R7egxdHvOTahhWNZlC0j4iIVEfk0Mrl0pcVsVOT0TP2iWyDI51HC9hs8GF/OLbJfACemQAevoXF/n8+h7PeNIvs5U2EW5ke9OVFCpU3CsFqhdB2rh2nsrFFZamJ74EihGpMbfWod3W/9rx8+3rKy3efQF9PTo0KBWpm7tGGSj+B9YhhGKX+4ihrOTV0Pyjrl2BZuy/raWZ5zbFYSn+4rnuaiIhIE1bDcUEpOSnsSNxOgVHAjsTtpORUoreefTRDaRTtIyIi1XH6E5W7x5VW3K7J6Bn7RLYntoN3IAS2gU5nmPtMiYHEXeDhY8b19LoGJrwJU0+HkPZw8O/C+Jzy4nrKitxx9XyLv1/Wtq4epzKxRWWpie+BIoRqVGk96oP8vOpsv/a8/LrM6JfSWSwW/nV6J7Zu3erupriVuiLVA4f2J/LK03/xzAOz2L75qGN5/JFU3nlpEY/eOZO1Kw+V2O6mu4cyYkwnxz0hINCb6J4t+eHL9fz523by812bdf70Mzoz8V/98fc3f2lZrBa69mjBvj0JfPq/FSQnFT4NW73sINPe28P/Xl3M8fg0p/2Ehvvz0LNnENku1LGsc7Q5l8FTL59F5+jmjuVt24Xw0LNnEBbu71IbRUREpJGqwbigUJ9Quof3wMPiQffwHoT6hFa/feBatI+IiEhZqnKPKx6xU5PRM/aJbD39zTge39DCfdqz7y0WaNkbLp4Kgc2h6zmQecz13vBlRe64er6uqsxxqnoMuxLfg2TXoonK3UfDiRCqrYic6rD3qE9Iz6nRHvWV2a/FYiHIz6veFPnr4/eprtSX74E7qUe/m3323goWz9+LYTP/B3z56b84bWAkbSKD+fO3HY5i/eSX/6Z7zwjufHgkIaF+AISF+3PLfcMZf153fv1hM9s3H2Xn1mMAfP3pWub/sYvbHxhBxy7lz0Th6eXB2Redwoixnfj5241s23iE3dvNjNzF8/aweukBzrusF5vWHWbXdnP/a5Yf5J81MZx/2alcWGTC3lP7tqFn71b8PW8Pvn5eDBnZwfE/2jOvnM3KJfvJzMhj9PguWD30nElERKTRsdnqdkLfIiyGwYun3U+Kpw+hvjU4obc7JioWEREpqrrRM0XjYopOZOvf3CxYdzqjsKd7abE8le0NX7QHvU9w7UXVVLenftHrAuXvx+l7MBoWPQ8HF1WuZ35NRQjVMXdNOluR2upR31B76tfX75PUHRX63Wzpwn2OIr/dP2tiObjPv0SP/B1b44k/kuYo9Nt16NwMq9VCZobzhLpHD6eya9uxCgv9dkHBvnSJbsGCP3Y5Lc/OzmfV0oPEHHCeGDMvz8byv/c7FfoBrB5WxkzoVuoxhozs6FJbREREpAEqnmV//XzISqib4vjJY1tjlhNmz9EveszqPoAoL9pHRESktjkK2slQ2Y66xeNiznwNrvsLclMhOMo5ox/Me17xWJ7y4nPKypy3WMxlxY9ddOLc4tuWtq+KMu3La5ur16X9aDOP+MCisgv3RR8qGAZ8cYZr0URl7aMBZfTXVkROTbD3qG8o+61N9fn7JHVDXapFREREpGYUzbI/tAw+Px3ejISpo81Ce1lsNkiPr9zQ9/KObc/RL7r/aWNca4uIiEh99vcLZoF57kOu3zeLxsXsXwCz74Evx8GqyeUXmg2j7Gga+3s2m9mWaWNLb1Npx542lshtb0NBAcy6G6aOMbctbV/2YnxZ+68Op7bNg33zK47UsT9U8AutXDRRaftoIEV+qL2IHKlZ+j6JvuMiIiIiUj323vL+Lcye/DHLoc0AOLym4glsi48CmLSwMCagMuw5+vb9FM3R12S6IiLSGFRmglsw77EpMRAcWRgXEzUMYlc4F95jV0DkUDhncuE9uLxJY4u+Fzm0cH+ltaloVE2RYwfGr4Hfb4fNX0NAhNmWlJjS8+srOueKevyXpWjbOo5z7tHvypwCDbBnflU11CibpkbfJ1Gh301Sk7P46ZuNdOrajPgjaaQmZwPg7+/F+ZefSsvWQUyftp74I+aEt17eHpx1YQ/adwp32k9BgY2ZKw+y3cdKy+4tOLbD7L1mscDQUZ0YPKLYcLtybN98lEVzd9PtlJbs3n7M8aC8fadwrri+L9s2H+XPX7eTl2f2gmvdNpirbhhQYj/HkrP4ZM5O/H08uOHMaEICvCt9fURERKSBKCuux7+F8/KyJrAtXoQ/vg1a9qz4A3PxKJ7ycvTLewhQ1n79m5sTFCqTX0RE6ovK5LvbbPDRQDOHv3kPuGW1GdHjEwx/Plyk8L7c7Jn/z+fmduf+z7zvZaeYxXf/5mZP96ObzMx+vzDnBw72e2vsisI2FS+8F83qP3nsjPA+BBxZaxb5M+LNyX5Doko/v6K5+DYbZCWZEwjbo37KeiBRkeLFeqj8PARViQxqoBpilE1TpO9T06ZCfx0zDIPZM7by249byMo0M/V9fDzp3iuC1m2DueTq0wgO8QXgtP5tmTd7J4cOJHHp1afRrEWA077W7T7B5JlbOHQsw7Hs1NEdaJOZxxVX9HE5mz/heAZffbKG9atiHMtatg4iLNyP08/owvAxnbBYLPQ6rQ1jzuzGx/9bwIDBXRl7VjSenoU97vILbHw5bzfTF+8j5+TDgPkbDnPtGV24clTnql0wERERqd+KF+qzEgp7y7sygW3RIrxXAHxwGrQbXn7P/rJGAZSVo+/qZLr2/R5aBt6BkJdRvVEGIiIiNakyvchTYswiv1eA+TU1tjB3v2jhffY9ZpE/IMK8r9p7zPsEg8UKMcvM++OH/cHTGwbcDme+XqQn/NjC3H17sby0wru9IH7y2DFbdtMy4Ttzva7nFI4mKO387HMTLPwPvNfdXNb7WpjwRuVHOZR2TYuu34QK9yLS+KjQX8fy821M/2KD07KcnHx2bInnnkdGERjs41ju6eXBWReeUua+pv+9z6nID7D5cCpnXd7b5SI/wD9rY52K/ADHjqTRJjKEEWOdC/QtIgKZcFFb+vfvUWI/yem5fDl/j9OyjOx8Ppy1gytO76QhQyJSoZzMdHLyDHIy00hOTi51nbCwMP0+EalPyust78oEtvYi/PFt8H4fwGYW2suL16lKFI8rbbHv1yiAnJNxAYr6ERGR6jp6FNq7Ptq+XK72Ig+JMnvy23v0h0SVvo9zJptfY5ZDxzFm736fYLNwjwFt+sOhpWbRPz8b9v5pPkQoWty3WMxtkg+BT1Dphfeivfz9QksW9Q0Dkg6aMUOlnTMWODAf8nPMdu2bD+kn4MhaaDsC4pZWPiu/NBXFAFUmJqiqkUJSZ2w2G/Ep2USE+GKto04dBQUF7D+WQceWAXh4eFRpH4ZhkJlnwzCMWv9sbBhGuVFAFb1fl/Ly8tx6/PpAhX4REak3crMzyMkpAOCtRTFYLLFO7+dkpvHSVUMJDw8vbXMRcYeyessXj9Ypi3295t3N4kBOitmb3r952dtUJoqnIkXbad9v8R791dm/iIjId0Ph2jXQtm3dHdNqhVvXmEX5kCjn7P2ixWer1YzryUqCaeNg7Qfmg4GbV5n5+zHLwOoDthyweICHN3x3kdmT395bv3hMUPtRcPBv5yifOQ+aE952HAdnvWG2xWIx389Kgi/Gm9t7B0JQW/Ohw+lPF05a6xtibrv5K3PbdqPgjdZAAeABDxyBoObVK6hXFANUmZig6kQKSZ2w2Wzc8NFKDhzPoEOLAD6/dUitF/sLCgo47/W/Sc7MI9Tfi98fGlXpYr9hGLw7dydLtqWwPnkn906IrrUCu/1Y6/Yn0r9jeIljVfR+XcrNzeWK/63g+fFNu1agQr+IiNQbQeERWPP1B7BIg1JaQb9otE7kMLj8O7NnX/E//IusZ2szgBQjj1DAkpdh5uOX1Yve1SgeV9pePALIvl9l9IuISE2aPhb+b2fdHtNeIC9tEt0Oo50L6TlpkLDjZNTPNvjtNji6HloPACzgE2LeHwvyzAcHRXvr22OCPP3Nr1f8BKOfLTx2ZpJZoM/PMb+Oetq5PXvmmsf2CTXvvc1PgU1fwb550Gl8YZH8rDfMbS3AoZWw9uRoBArg6FoIPrt616uiGKDKxARVN1JIal18SjYHjmfg52XlwPEM4lOyaR3mX6vH3H8sg+TMPKwWSM7MY/+xDLq0Dq7UPtKz81m3P5FgHwvr9ieSnp1fa5n89mM1C/Qp9VgVvV+Xlu484Zbj1jcKG61jnp5Wxp8bjYdH4QdGq9VCp9NaM2PVQXLzCpzWX7lkPz98uYHMjFyn5VsSDxPSLpeQAOf/gTq2CeKfpATi07KclsccSOKLj1YTF5Ncok09erWiU1fnqJ/gUF/SA71Zt9u1/1FycvJZNHsnfduGYC3yWdjTw0L/NsHM/W07+fk2l/bV0BUU2Phr1g5mz9hKXrHvp4iISKNiL5S/GQlTR5uvwTla59ASeDPK+X37tse3waFl2Gz5POkLN/YYxRNdhmCLHGZ++DeMso9tj+IpL28/Pb78fZQWAWTfr9Wj/P2LiIhUxhUL6vZ49iL6tLEw90Gz2J6dXFh83vQVTB1lrmMYhVE/2Unm6x0zzNz+w2uhzQDITYUuE6DdSEg/6hyTExxp9sTPTjS/hkQVPkAAszBvNsrcd05K4ciCAwtPjjjwMkfS+TeHrERz9aC2hUVyMPfnH2ZOCNxpHGDvCe1h9vavLvtkx8XPz9X3q7quuEVEiC8dWgSQlWejQ4sAIk7Ol1mbOrYMINTfC5sBof5edGwZUPFGxQT6etK/YzipOQb9O4YT6Ft7fbjtx0pIzyn1WBW9X5dGRJczGrgJUY/+OmaxWLj2lkGMPTua76auIzElmyPB3vydlsPff+1m1ppYbj4rmg4B3nz72Tr27DwOwN/zdnPxlX2IHtmSnw7+w7akI+AHbUd70v1oGw4dyCM80oftWckcPJTOkrijXNyzA+d1aMsfP2xhyfy92GwGC+fsYvSZXbn4qj6ONrWJCuGZV89mxeL9/PL9ZvzbBrEmPYetccks/HgVQ7q35PbzetCuZWCJ8zEMg2UL9/Hj1/+QlJAJwKkdw8iKDMbLasGyJ4Fj2w/w7aIDLJiziyuv70f/Ie3q5mK7wT9rY/l+6noOx5p/iCyYs4srru/HoOE1lMcoIiJSn5SVlV80WseWb2beF32/aE9670BSbLnsCAijwGJhR1BzUhJTCXsrquREuJWJAzq5/26hvaHfmtIn063JCKAGyGbYSMlJIdQn1O2ZqiIijdrEFXUb2wPOPcrtveM7jjN78u+bb65TtJDuFwrX/QmTu5mvC5IhbjWEdTSL/VFDwWZA7Arznjn+1cIJfVNjwb8VhHaCvCzITXPuve4bak6eu3ceeHjB95cQ6X8K9PuicFLfAbfD4PvMon9uKix6Hg4uKrtI7uUFT2YVxgF5eVU/E7+iyY4rMxlyZdZt4tyV8W61Wvn81iF1mtHv4eHB7w+NqlZGv8Vi4d4J0fQLTWPE4NqNyrEfKz07nwAfjxLfp6Lvuzuj39vbm+l3D2XnzjoeOVXPqNDvJm0iQ3jgqbGc+fhs8tNyHMuPJWfx3+/+oXdCtqNwDpCWksMXH62mU1g4h/NTHMvzrPkktjlEy6B2bD6c7FieW2Dj+037OLwwjn0rDjuW22wGC+bswtfXEyjMrbJYLAwb1YmMIG9e+m6jU1tX7jhGdm4+b94+tMR5HD2cysfvLndalrg/Ce/DqWTlOPdmjz+cxrsv/80H31yJn7+3axeqAbHZDN59caHTsuPx6bz32mK697yM4FA/N7VMRESklpRVKLdH62Qcgx+uKCwK2N8v+oAgL4PQa/+ke9wcdiRup3tIZ0I3/q/kw4PSYnaKfyCzPwgwDMf+A5M2lj2ZbikRQE2l+G0YNp5c+rh5zcN78OKIl7BaNNhXRKRWtGpVO/str7Bt71G+b575OqitWTi/fr4Zf1NqId0CeZmYufeYcT0FuWbx/dAywDB778cshz/uNe/vWMx7dtJuKMgxe+R7B5Vs66inYdC9MP0SCGxF4LG15mS+9mK4fQJgq9XssX/WG4XLyzpHLy/odnbhtaiJTPyKJjt2dTLkyq7bRLk7491qtdZ6XE9xHh4elY7rKc5iseDvZa2Ta2WxWAj09Szz+2SxWNwW11Ocl1f9aIc7qdAvIiIiIlVTXla+1QpBreBfi0q+X/QBgVcAli/H82K74aRc+TOhvmEY+9eTfGQtoa36Y7FH+JQ1esDOaV6AoebcALHLSQ/tTVCRnvolCvn2qJ6T7zWV4neGLZMdidspMArYkbidlJwUwnzDAPX0FxFpECoqbFssZq/741th3WcQs9hczx6pYy+kFy2gWy1m9E5WHlAAaTGQHw5WT+h0BhiYDweizHssPqEQtwpa9TOL/D6hkJtu9vAPa2+2MSsZFj8PBxZB+9HmiIIDi0hvPoAA+7F9Q0o/l7KWl0aZ+PWKq73061PGu5RN36eGQ4V+EREREam6IoXyit53KiBfPx8OLYVpZwA2rDHLCSvIxZYRz5OdB7MjPJjuubm8+FYU1qhhMGlB+TE7RR8ExK6A/zsEFiu7dsTQ/+QHzIoK+Sk5KWUWv+3s5xDsHUxqbmq9LoaXV7APsAbQPbyH41qE+oQ6tqnOww49JBARqQWl9dyvqLBts8HHg8zJcZv3gGv/Ao8iv89L623uGwp9roOdv0PyPvANMwv3F02D0Cizh39Wspn1/8MKiFtp9t7PSTN78uemm8cKiSp8ELHvLzOnvs2AIiMKniF26x4iKjqX0pb7hhR+tW/rG1I4gsH+UECZ+G5TmV769ox3+7ruzHh3B3fFFlVWU/8+NST6ztSB9atiCArxoWt35w+k2zcfpWeIHxsTM52Wt28ZQGC4v1N0D0Bo52CsOcFYrKkYlsKJ5QIK/PHN8MLTYiG/yIRzYf6eBEV54LvFg+y0whgdH19PMjPzKMi34eFZeKPPzSvg0LEMwoJ8SCoSJ2S1QESejaOHU2nVpnB4kWEY7Np6jFZtgjh6OM2prVHtQ8nNLSDmQLLT8sj2oWzbdLRETv+ehFRiktMZ3am10y+3o4dT2b39OMNHd8Ra5I+SxIRMNq6NZfiYznh7F2aapaflsHrZQYae3sEpHignO49li/YzYGg7gqs5wcqa5Qdp3jKQjl2cJzC2WOCUU1uxbfNRp+VdolvgU8qTztiDScQcSGbI6R1c+oWenJTFhtUxDB/dCW8f/a9bmtzcApYt3MtpAyMJC6/b4XciIk2ePTbHvzlknnDuwW+zmQX8f94uLCDvWYk1Zjn4BJmFgcih8ONEUo6sZUePUWZev6eVFKuVsINLIP1Y2aMHwHmUQJuB5gSCVitYYh2rVFTID/UJpXt4D7YnbnMqfjtO8WQRfHvCNnw8fMguyOaUZj1rvOd/TRTLKyrYWywWXhzxUonjuPKwo6rHFBFpssqbGN6Vbcvq7V5eYTslxizyewXA8W0w936I32T2zD/zdTMmxx6XU/QBggF4+oBvOOSdLNz/8zkc/Bvaj4KDi839FeSCp595/7/qFwhpZ/bkD4ky779ZySeL9G0g7TCkxEL7keaxrFbn+3hZ51J8uU9w4bVoP9qc5PfAosLrUheZ+NWdB6AJqEzv7/qU8V7X3B1bVBkVZfVL/aFqYS06uC+Rbz5by44t8QAMGt6eK67vR0G+je+mrWPDavOD5/BuzYgN9CLNYqF1uD/bDiVx0IBOI9oReiyD9OPpBI9vw8asNAr2pBEZ0pq2rfNItiURfKQ1/2xKJyfvBC1DfWnezpe9eakMjfYjgePsLMgj6E5fOu4LYOfPx+nSrQVH4lJY9Odu9vlYadYigPx8G4u3HOXjP3YQn5SFj5cHfTqFs+NQMtGBPnjGpLJt/j6e+PsAZ5zVjQ7dDXZtP8a3n61l3+4ELFYLXXu0IP5wGn4BXvj6erF3VwIAnbs1JykxC4DQcD/27TrBuy//Tc8+rZh4wwACWvrx2dpd/LU7FpsBP23Zz+2De9AxMIBfvt/E/D92UZBvY/YvW5k4qT/dT41g9s9bmf3LVnJzCvj9xy1cfn1fBgxtz7zZO/h1+mYy0nOZ8e1GLr6qD6ef0Znlf+/np6//ITkpi+lfrOf8y07lzPO74+VVuUlP9u46wTefrWXPjuNYLDD09I5cfl1fwpubs6RbLBYefX4861fH8P3U9eTnFXDFpH4MHtHBaT8pyVn89PU/jgmS/5i5jatvHED3XqX3hszNyeePmduY/fNWsrPz+XX6Zi67ti/DRnfUL9UiVizezw9fbiDheAY+n6/j7ItO4ZyLe+KjhyIiIrWj6MS4hmHG5hxaBt4BZr6vPUcfYNoYUg6vYccpo80CfuI2Uo6sJexkRj+3/2M+IHgrilBbPt0zktgR2Jzu6QmE5uea+ygWs1NiYl6Lxewl+PlIc/LAaWMKj3+SvZBfvBe7nYGBYRhgmB++DAwsFN5rU3JS2J6wDRs2sgrMv2+2J2xzFMNdKdCXtU7RkQJPLXui2sVyVwr2Vou1xLKKrlF1jyki0iQt/i+Mf65qheHyerWf+VophfqThejgSLNIf2K7WZDf8i1ggfQjkJ8NsSvN17YCaDcczpls7uvgopPFek+4eJq5ny/Gmcff+xck7wVPfyjINuN68rNg2Wtw7v8KC/RZyWZRvv1o2PwVWE4W9g8tgz8fNgvy9lgf+zajnoLTn3LusV98Qtui12L/PLP9wcUmFC4rrqcqBfri21RnHoAm9ICgsr2/3ZnxXl6P+trubV/TcTi13d6KsvqlflAFrJYkHM/g2YdmY9gKn9yvXnaQjeviyM+3UZBvcyw/tCsBq9WCcVoEWw8mOZbvO5aOxQIdzo5gfWqqY3lsSiaxKRCd15ZV+5Mdy48lZ3MsOZtxF/pxsKBwAt60/GzS2mXT48wItv5R2Nu8oMDGsaNpPP/OUpbEF/bIz8krYOO+RPo1D+D48pjC9fNt/Pn7Dpqv9uHEscJZrA2bwe7txwlr5s+xo+lO57x31wk8Pa1ggcQTGY7lWzce5ZkHZpF7eRuOZWQ7lu84nsL9v69kyE6DmN2JjuWHY1J484UFdDulJbu2HXMsP3E8g/ffWErPPnvYurHw3FJTspn2wSrWrTzEln+OOJZnZeYx/Yv1HI9P4193DMFVR+NSef7RPxwdMQwDlv+9n62bjvLu55c5rdtvUBS9+7XFZjOcRhvYvfzUXxyOTXG8PrgvkZee+pNnXj2Lzt1alFh/6gerWLZwn+N1YkImH72zjKysPMadE+3yOTRmyUlZfPDmOsfrnOx8fvluE0diU7jzodPd2DKprJzMdHLyyu7xlJOZRnJyco0cKywsTH+UiFRV8YlxL/vO/LdRYBYJAA4ugfR4szh/aBmhRgHd0xPZERhO92Y9CG2dWrh9y57mbqOGkXJkLS/keZN65lRCv7sYi8XDXKesPP6iDxRO7IC4NWY77Dn+RZTVi90uJSeFnUk7sGFjZ9KOUnv8dw3rxs6kHY5lXcO6EeoT6lJv9rLWKbq8S2hX9iTvrnaxvKoF+4quUW0cszFShJGIOIldUfXM+PJ6tXcYYxb7i0bZFH3vltVwbAtMHWPeGwGyU+HgUvO+GrPMfND+z+fme+dMLjxWx7EQcaq5vN0o2PcndBwHMT5mj34PH7NXv1egec+dfU/h5LyGzdx+1FOwf74ZAXR4NUQNh/0LIOkgkVvfgrXbzcx+e/Z/5FDw8DZHDxQtpNuvW9Fr0XGcc4/+8qJ67AX6/SdjAM+ZbP59Up6iRf32o2H002Y7qzIPQE1NFNxAuNpL32azEZ+STUSIL9aKvh+1oLwe9ZXpbV/V86jJOJzqjg7QnAqNhwr9taSgwOZU8LbLzyugoKDkcpvNIL+U5YaBUxyP8zFKX1401qf4MUqTW2Ardbktv/TlZR23IL+Mcy5jP4bNIK+MY+fnlbW8oNTleWWsn1fJ9cuSn19Q6mjLstrj6Vn2L/fKtqmsY5S1vCkq7ecOKv99FvfLzc4gJ6f8n+23FsVgKRLFURU5mWm8dNVQwsPDq7UfkSar+MS4WMwPzgeXAvbfvYb5ITagJbQdiCV2JS/uXUWKtz+h93yGZXhLpx75NsPGk12GmNn8IV14MT8Hy6SFkHWiZFTPyePbbPmkHFlLaNpRLD9fZbbFO9CMArLn+BuHzAcOJ/dRWi92e1E2xDuk3EK1xWLh0YGPc+OfkxzLHhv4BBaLheTs5Ap7s5fV473o8t1Ju+ga1o09yburVSyvTsG+tGtU28dsTBRhJCIlWcwCfZU2La9X+4LCAnuHMWaP+KKF6Nw0s3d+flbh/rz8zQid2BUQ3g0Sdprrx64wH9bbJ/Bt0dM8ts0GhxZD0j6wLoLr5pmjAn6ZBFmJkHkMWvc3t/drZj48iBpuHv/0J82RAYdXm/fn1MPg5QvfXUB4ciy07Q/75gM28wHEhs/MkYFtB5VeSC9+LcC1XvLZKea1yk4ufKhx7v8q3ubAQjMKcPNX5gOLTmeYRf+Diyo3D0ATnCi4ol76NpuNGz5ayYHjGXRoEcDntw6p82J/eUVrVwva1TmPmowtqk4BXnMqNC76joiISL0RFB6BNb9pFoZEGpSiefhRw8C/BVz6nfnej1cWLg+MMD9E37AUPh+J9fAawloPKFxepJd+YbHbxo6kHaS825Gw1oPghr9LfhD3a46tzUCe9DXYERBG9w2v8eKhZViNArPIf/s/5igBw6Db8tth9qbCnv/W8nvZPz/0edJSDhAa1gXLyQcQRQvXzfyacUp4T8f64X7mA0NXerOXtU7x5S8M/2+NTPRb1YJ9dbjjmPWNIoxEpATDZhbRK1PcLR71Ulqv9qhhZoHdXkAe9VTJrPvMJDOn3ygwi/Y9ryyM6fEOgj/uLXxQ4BkAH/SBpL3Q/BS4dU1h1r9hwLFN8E4n6H6p2RN/89dmj36fIPP1vvlmXFB6PHQehyMaqM0gc2SBYYPUGGjVD+uJXRCz1Fy/wDCXewWCYYHUOOg0zrmQXvR6FL2OrlxT3xDzWv3zuVm4d2WEhf067/vLfB3c1hw9cP08yLnPfIDi6j1aEwWXEJ+SzYHjGfh5WTlwPIP4lGxah9XtPHvlFa1dLWhX9zxqKraoOgV4zanQuKjQX007Y5KJbBFAgK/z/wQJxzMIDPIhvciktgDhzf3Jz7M5cuvtgsN8sQb7kJaV57zc34tWgf7EpTlPzOvr6UGQV8mnhF4eFjyNkv9DWrAQGO7piJUrKiTEA88kS4kRBb6B3nj7eJBbrHetd5AnftkGWRnObQ0J9QHM2Bync27pjwULCccynJYHhfji6+dDUnau0/IAb0+aR/hxpNhEvt7eHrSICGTf7gSn5R6eVrwCvCnOYoGIVkHs2n68RI/vlhGBJdYHM2oosl0IPsW+n37+3gQEeZOR5tzWFmXsJ+F4Bvn5BUS0Ltlro2WrQI7Hpzst8/XzJCUpq8S65jGCSiyzWi00axFQ6voNRU52HrGHUujcrXm192WzGXh4WEqMNinr+ywiIhWw2SAjHrAUFuWLslgKJ8b1a14sRmcBZCU498L38IAblzpn6hfL2A/1CaV7SGd2JO2ge3qSmc0fs9RsR0CE83wAX4wlJf6fwsz/lL2k+IURlnnC7DHYood5jLSjBCZtLIzysUcJFWlb8aJs2ldnEnZoGUQNw3b9fJ4okpf/woj/kpabxosjXiI1N5Vg72CSc5IdBfmKerOXtU5py+tjYbgpxNHUxDkqwkhESogaVrnibllRL/Zi9/hXzYlvgyPhr0eKFJBDnXu8GwYseNIssHsFQc8r4Lz3zHuhvch97v/M9b2D4P3T4MRWwGrG8yQdBL8QCOsCxzeb6+enw5Zp0OwUswd/YBs49De0HQoY5v0dc74bs3BfAIdXma9D+kN2AqTFYrP64dG6N2Qnme0LagMZJ6D3tTDuRfNcis47UJ3oG4vFfLgBhQ81Kvp+2EcPZCXD4udPRgSNhr9fKOzR72o7io9EaKT30MqICPGlQ4sAR0/4iBDfOm9DeUVrVwva9eE8oHoF+IY0p4JUTIX+KjqSmMmHs7azePNRwgK9+deZ3ThnUDvSUrL56asNLFm4Dx8fD6J7RrB313G8vDxo1zHMnMjVaqF7z5bs35uIYRi0HdyKtcG55JJB74hw9u9JIysnnwuGtuf6cV0J8vNi/p7DfLp2JwmZ2ZwaEEzWwniOxR9j4GmtiPX24EhyFj06hpIUkMNf29Pp2bY1Ic0ziM9OpUNgGC1888gJP8Lw+0OJm2Nh//YkfPw88Q2HoBF7uahfELv/CWPj7lTahPsT6OfJytgUWnRvTg8bHNgST0i4P74Dw1nnmUWIJYjex6wcXHsU/wBvWkeGsHv7Mby9zXPet+sEHl5WOo4N51AXszDfY08E+xckUpBvI2pwK9aG5pCdlMapEWEcSkknPSef83q04/p+XQnx9Wblkv388MUGEk5kOE18O3xMHN99vo7DsSm0696Cg34ezEnJpPvANgTHZ3LkUDLRPVty9Y0D6NC5GePP78G3n61l26ajtO8UzlU39KfHqa2cvp9H41IdEySHhvlx6bWnMWJMZ6xW85djsxYBvPb+RY4Jgv38vLhoYm/GntXNaT/ZWXn8/vMW5s7cToHNYNw50Vx4RW8CAgsfRDz07DiWzN/DT99sJC0lmy7dW3A4JoUpry9h9bKDXDmpHy1bFRb3L7+uLz1OjeDbz9cRezCZ3v3aMPGG/rSNCq2ln+7aZbMZLF2w1zFBcr9BkVz5r/60alP5oax7d53g4L5EsjLzCG/mT2CwL/v3JNAmKoSrbuhP735ta+EMREQaOZsNpo6GQ0sAC7QbCf862RO+aHHePjFu2pGT62J+zTwOQa1L7rf4RLrFMvYtVisv9nuYlHc7EpqfWzgFbkGBmS0ce3LdS78pzPzPSGJHUHO6B7YjNGu2uX5eBmSeMEcZ/HhlYSZx6/7wwxUQtxLaDIQbl4DVw7koG9KZ0I3/c0QSJSXtYVviVgC2JW7lscWPsDdlD93De/DcsOd5bMkjjogdezxLRQV6q8VKiE+I0wMC+/L6WNy3awpxNEYNnaPFYuH54S8SmxZLu6B2jfahiIhUwtCHK1fczU6GffOcJ5r1DSnMmbdYAaMwoz8nxSykQ2Hvf8OA2XfD+o/N9b2CYMQjpT+89ws1i/pJewAPoMAsvv9wqblO1HCzx31OcuF2iTvNWJ7E3dC8p3lP92sGcasKs/jf7wOJ282Cv7cfZByBU6+FEY+T+8FgvGJXQvNosHqZMUDNu8PY580iPxRO1ls0+mbfPPP6+FXynmm1Fj7UcLXYbrGAfxhMeMPczjDgizOqFsFTdFSGYLVa+fzWIVXO6K+piWfLK1q7UtCu7nnUpKoW4BtTL32jjOjzpkSF/irYfiiZ+z9YQd7J7Pmk9Fze+nkLf6+JIW1ZDNnZ+QBkZ+Wzc2s8EW2CSE/NYefWk5PIFhjs2HqMoBBfkkaFstRW2AN+S3YSAe09eOfMofRoW3jjGte1LSM7tuKNt5ew87f9juVH/zmKt6eVgZd1ZF16MpzscL41LgvrYQtXDm5DtiWOnJNxubnNU2lxLXRPbcvyn/OxnfwYbfin0WVYGu2i2jFrYSq2k/PgHs/K4zjQb1wHtvmkk4vZ6zzFyGdJCzjl7LbkzD/qmCA3J6eAnVvjad4qAONyg/3eJxxt3R99goBO3iQeCmNJfrbjD5HN8Un4eXrw2rmD6N2qmWP9ISM70m9wO44dTSOyXahjeZ/+bel1Wmve+fofft9yBDLMD/A7UrKx+Fq4+aYBXHV+D8f67TqE8eh/xnNgbwLtOoY7ivd2O7bE8+q/5zkmSE5OyuLTySvYuDaOex4d5VgvINCHa24ayLhzuhMY5ONUvAfzF8ojd8506pk/99ftLFu4j9c+uAj/k6MOrFYLo8Z3ZfCIDrz5woLCnwtg7YpD/LMmlif+e6bTxLy9TmvD82+2IuZgMu07NexM8fdeXczalYccr9evjmXj+sM88tw4uveMKGdLZ0sX7OWTycvJ8ugKwPFjGRw/lsGIMzpx051DsXo0ruKDiEidsefvA2CYBfbM42bhvPgEuFYrFJ8npYx5U0o9hj3jP/M4BEZgDWpNWEQ/sxhvl5Vw8kGCge3gElKmX0aoYf4F82JGASnZCYT+8weW4tn8GccgdkXhA4PDawuL/rEr4LMRcOMy8wGDvTe9ZxCWFZ+bBROvAKx+zqPOdifvwsBgR+J2Hl38MHtT9gBUKp6lvhXMXe3B3hTiaDJsmTVyjjbDxtPLnqw332MRqQemRMP/HQDvkiPRS0T0GAYset7MwU8/YvZwL1rs9m9u5uC3HWy+zkkxe5kX7+2enQxbfzDvfUaB+SD8u4vMnPmRT0JOGoS2K4y0C4mCFqeY+fyGJ0QOg8MrzaJ93Erofgls/My53QX5gAFpJ0cXxK0yi/qph811ErcDVshLNyODznzNnKvgw/74Z+wHiyck7jJHE0QOg/iN5t8ancYVTtBrf5jRYTRs+src76Ln4aw3Kt8zvqxie/HvQVnbGYYieGqQ1WqtUlxPdSeerQlFHzRU9TzqUkUPRhpDL33DMJi6eB8Dm1W8bmOmvzirIDUz11HkLyopOdtR5C8qPSWHjPTcEsvTUrJJoOT6GQUFhAX7lFju4+lBwYnsEstt+TZyLCXbYzMsWCm5HMCnVQFQyi9Cz/xSP5+nehrkUvKNFEsB2VklzyEtI5sM75wSyzO8ckmwlFw/K7+AUN+S5+zt7eFU5Lfz8LCS7V3yx9fAghFY+i+nDp2blSjyA6SlZjuK/EUlJWaWWAYQ0TqoRJEfzHt+afE76Wk5pU6c6+vnVSL+CMzJi9NSS147q4e1wRf5ofTrWpBvIy2l5M92eZKTskqdINlWgIr8IiJVYbOZ0Tb+LSByaOFyrwAznqe04jyUyLx3+oBckA/xW8x92/dfUGDeNCOHmj0B2w6F9GPm+xYL3LTUzPLFAlEjzKI9Bjbgyc6DuLFZKE90HoQNsB5ZQ1jsCixFs/knLTCL/P4tIGoYBlZzX0axe3HcGsc52HvTG1nHSbKd/IsnN51QWz49m/XCarHSs1kveoSfgofFgy6hXdmXstexqy6hXV2OZ0nJSmJH4janYnJl2QwbSdlJ1e61ZH/ocOPcSTyx9DFsRtmT2NtHPnhYPOpNHE1NXQe7AGtAjZxjaQ9FRETYNbPkMnskzbSx5ld7wfngInMkWmArGPmUucwn2Cwupx8z781xqzAz8I2SE70aBmSlmO9bvcyvXv4Q2Bo2fglvRsLkLvDhAEhPgKwksz3X/wV3bYcBd0B2IoR2Nu+VHcaAbzDYH376tjTbYwGsHjiy+COHYcb2FJg9/gGwmTE/575vzguQfAgSd2HDC4x8cxQAwNENZoxPdqqZ9b9/nhndt+8v85xOf9o8x9b9zeuTXUO/W4t+D+Y8aF6Lsu4r9gieSQsqHx8kNaa0TPm6ZH/QcNfUNbw7d2eN9iI3DIO0rLwa32dttbc+Sc/OZ3NMsrub4Xbq0S8iIiLS1BWP0rnsO3i7vflBPTcdsk6UnIA3oOXJHF4gcjjELgMs8NNEs7e/YYNXm5/sHR8ELU8xe9U7et4Ph3v3wZRe8EFvs2DwSIIZL+DpaxYOLBbAgHYjSTmylh2B4WYmf2AYKZ7ehOUX6UjRdqCZzT9tbGEbr5/PphV/0WfHf8xjRw6Fglzz3+2Gn3yIcPISGDae/Odtdpwy+v/ZO+/wOKqz7f9mtq+k1a6qiyR3W3LFvWLAgKmBEFoISWgJISSEJC8JiUnevPmI6ZAEQgqEGkINJZTQqwu4V3XZsiXZ6tt7mfn+ONomrWQZbOKQva+Ly+zZmTPnnBntzNzP89w3lT4HqyN65NzSNO18FRVXyEW+Pp+b1v2c2t4aJtkmc+uy2wdI8Qy2ztZnvkKlLkxdjo0pBZWgqqiqOuxMtOFUBByNLP3heBB8njgalRFHao5Zjf4sssgiIyafO7AtVZImVaInnjU+7hRY85s+ffiThDZ/8DvCBDenWNxrZSk9y9xgEYT13rchb3SfL41GyOa0bxEB+1hfklXnNrh3PGj0kF8h+hu3QmTQPzBPSPkUTIDjV8ETK0UVwf4PINgjAgjWyaCVYfypIgN/71ui35zSPqJfFvfyr/4THlokTH0LK8V/nbtBYxTkvm28CFjo88DfBZPPAlkPu/8u+vvoZlh5lzjOkcymV1UReGh+T5yDXU9A87uiomAwIj8rwfNvR39N+RyDBk8g8rnJzhyOee3h4GhVKhyt8R5ryDVqmVFuBTL7X/63IEv0fwoYdZqM7VqdTFSWBpSs6wwaNMGBRqEaowaDRiaqpGeYaSVQGJgBrqoqhrzMLzBmA+DJ9E3mHwVFzdyPNkMlIYB2kAxpg15DRJZQ+s1Za9CiqgpKv0oDDRJGnUQ/z2FkIDpIFNbrDpGbocJBk/k0IGXIzgdwBcPkGwdOUG/I/Geg1cgZX7y9gQgmvQZNhjXR6zWEw/3Op1ZGo828fvpBTE6U2OAZdZng8oXJz2BIfKQQ8IfR6bVoB5nH4cAwyHobDsMV/kj2k0UWWWSRBQOz9ZFg9AI4uClJ6qca8MZNcePa+SPnCRJBjUHLOpFR7+8RJD9AxNOXeUiyrW092Jsg7O5rd0NXNeSNEN8pUWhZC7+tgPIlWL/fROWO31HXu5tKrxOrpCehWajPgwv/Ab5+8/B1M37rL8CxQwQCLntfzCPVFBhAUXA5mgTpLUnU5RXhWvkYNlVF9ndj69tWImmSGyeELXoLv0gx7O1POKeR7v5upNb1rFaiOPRm7loyhSvfuvywCPuhyPl4hvtdm+8YFgF+uIT0p/UROBomvkdLSuhIeCUca0GRLLLI4hjA9xoyy/akkvpx8jrVuBUVHkvRhHe3CbI+p0TcyyZ/SejZr7wTXK1Cfifogp1/g2hQEOmXvQP/vAJGzAHnfig9DmqfTo4h7BYSOmGP8OXZ9z701AhJHRCmvG/8UEjn7H0XtDmABmIhcO0V0kIr74K3bhBSQ5GAkP/RGMU2xgIxp55a0Jqhtw6u2YXz+e9S2LVGPD/Y90DhZNDaBMl/5n3ieWHfe2Ku+94X81t5p3heMFg+u7GtqoqASPM7Yv7uNtGe6ouQJfT/bRhKaiZVUz7HoOG+txo+VxmfwzWvHS4ORchnWpPheBUcrfEea5AkicuXj6e6uvrfPZR/K47Zs9ve3s6tt97KunXrUFWVJUuWsGrVKkaNGjWs/ffs2cPvf/97NmzYQCAQYOTIkXzta1/jsssu+8xjmzWhkHuvXcz9r9RQ3+pCq5GYNsZGwwEXRQtHU+oO01ndhSTBpKoSDra6sBaYybcZ2dvQK96dTxrN3kIVPSrjbHlUdzlRgeWTTIwZ4eZfB95gfvEMphdMRiPJHPR1sa5jC/nnuVmxaATrHu4i5FMYP9fCxPN0uOVWJk0s5bUdYZwBhTKbnoljFDY4OqiyFmPUuImqIXSSkUAsj7cPdKGoNrSyIKU1ko6oaqNW7uTE823s36qluTmIwSBTNdNGvdfJWEsuAPscXnSyzJenjeHS4ybiPMHH049sYde2gyBLjD61jIbcKLoDEhNGy3RL7QCMyyvEGQ5gGuehKlrEJw1eFFVihmpCu93Fne+/yZcunM7KsyrR6jQ01Xfz5MObaW12cPq5Uzn7/GkYjDqa7R7+vKGWHZ5eZi0sYO9uNx5flJFmHRMjKm/+aSOemm4u+PpsCgrN2P0hHtlcz5uNbSyqKOXqBZWU5eckz+fc0dz4/07hqUe20NLsQKeXmTCpiOYmO/93w7/42pXzmDKtlGhM4Z8f7+dv7zRizdXznTOrWDw1qSkvyxK33X8uz/1tK5+s2YeqwtxF5Vx82RxycgcGKgBu+NXJvPKPXbz1ci2RiMKo8nw0ssQf717LyrMr+dIF0zGZByfwOx0BHny9jg92HOTEWaP49hmVlNpMn/USTyAWU3j/zUZeenoH5lw9F39zDnMXVXymPq9fdSKvvVDNG/+sIRyODWqQfCicenYlFquR9/7YTSQcIzfPwJcvnsmKMyYfeucsssgiiyzSkZqtX7ZEZOUf2CjI8W++l3yJTjXU9XQktPM5sEEY3B7cKLIB/3ExfONtQcCH+2ci9GX3lS+BwinpX71yNVy1PjkWJdoXPFiD1F3L6roPcXVt7zPrlUVfKOIYv62A0lmCWFC8QtYAlVzHDtHHwc2iMiG3NDkHSJgPW1vXUzn1ZOr0BkF66/PTqxy++a6QHgrYoWQasiwIYUfQMSTxnpZ1vvQWKF+Cq30z8qj51Ln2DEpUp+470TqJ246/A01/8+AUcj6+fW1vDUqfdGOtvQZX0InNlFn67/MgpI+WJ8GxnjV/rJsrZ5FFFp8zdINkz6aS+vEM9bgBbSZNeEuZqHzzdQli/Ix7+0x3rxP3q3ErYNnPRZa8GoNoQGjmly+HrX8BJSKy9+OGu2IQQkJHny+C9ONWQPE0KJgEXTvFJrufgrlXw+Xvw4c3w5Y/i300Bmj9WAQQdj4hfAEkjfAR0IwUn/3dsOZ2sW2wF0zF8PFdWDs+FJmGER9YysU4vvqS8A2QJDDkC4m/1nXinv7kOTDhFEH2v/WT5JrEzYgVVVQ3GK3DI/8DTpHBHw2B1gBXbYBN9yWrJz5rxcChdP//A3GkDHCHc5z+me39EdeU9wQiA8jxXKP2qI7zaJnXDkXIZ1qT4VYAfJHMdg+FL/LchgtJPQbFmQKBAOeeey56vZ4f/vCHAPz+978nEAjw8ssvYzYPbXKxa9cuLrvsMhYsWMAFF1xAbm4u+/fvx+/3c8UVVwxrDKFQiN27dzN9+nQMhswkraqq/PPj/Tz1/h66++mLzx5lQa7roavDm9ZeMb6AjoW5NHt8ae3l+TmcPDOEK9qd1m7V51FqKqLe1ZzWbpZN5Pjz6TF2oqZo5xtkPcFQKTXeg8RSdFYNspYZBcXstHcR7qsgeOWFCUjAr672U+vswR9NptnLSJQpZWxvDeEIpvsLVFr0rDp9MaMsOWntmza3cn/THtq86RrsEwpzGV3h5YDfmdZebMhD97qBvds609tLc6mcXsqad/ektVttJiovq+TFPa0oKZdtrl7LPI+J5g9aiEaSc9YbNBx/5Uye6zhAIEUjXytLXLtoKudMHZPWv6KovPVqLa+/WIOzn9b+wpMn8EkgTFtP+nlbXFXC6ivmA7Blyxbmzp0LwJ6GHiLhGJXTh2cu293p5cmHN7NtY2uaHKAl38iPf7mCcRMHuom8s/UAd/1jJ+GUCgaDTuaGC2Zy8uzRwzruUPC6Q6xe9SYH29K1D6fNGslPf33KsPpIXZP+sPf4aKzrZv6SMRm9E4aLE361F7crxNrfTMjonXAsYqh1+W+Fx+OhoaGBf9T68UWO/m0p5Pdw4xlVWK3Wo34sm812xB44stfO8O7P/404IuuiKOJlXFXht+WCZJe18OO2dGI8Dk8H3D0y+fnbW+Gv8wWxIGth1DxBrhdNFZ87tia3/e4uKJkm/v/BRSJAAIIc+J8DQl+/q1pI+gyG0YsEQRAPCPSHpIEft+F55CzynDsFWX/5BwNftj3tcLdIJFEA15VrsY5aiNRbB3+ZnVyHkXOTVQl6C9zYCxotqqqyau3PBOGcP4Fblt+N1Odb4PD3cuXblxNTFTSShodWPsKdm++gzl7DFFsVkiQliOpblt2W9lvhCDq48s3LiPV5C0yxVXL78juRJTljhnz/7eOYbJ3C7cvvRJKktH2OxO/JcDL1U8elkTT89sR7GWMZc0R+F490pUD2NzYzsusyENl7URbDxWFdK3Gt+P6muqmEcdAlqunMRYKUv+w9eO8XsP0RIZdjtMKXH4UH+v5m1ZjQxy9bCLufFKR/yCky4hVVaPY794j7rsEGF/4dSqaLwL6nR8j6RDwi472oCq78SIzn4eUimOA9IO63RdPAc0BUB6gKzP62IN23PACqBAlvQo0I8mu0hDw9GMJ2sE0Q99nxJycz9uNzfeRECPQKs9+8MlEdcP7f4KXLRZWDtx1GzIWGl4W5sD4XZn0DTksx6s1EuKuqCE48MF9UHWiNcF29WL8jQc4Pdi6HgWP1N/fzNMD1BCJ879FNFOYa6PWGuP/y+TTU7My4Lv3Hdd3KyZ97hv+RxGDBlExrsn3Hdh7cFklr+yJK8hwOsvfnYzSj/9lnn6W1tZU33niDMWMEGTtlyhROO+00nnnmmSHJekVR+NnPfsbixYu5//77E+2LFi064uOUJIkJIy0DSH6ADmcAbT+SH+BAq5OWqQN/ZFpdPgKKb0C7M+zJYIELfiVAjtWEGkz/NqSEiWlCaSS/aI/ijkQTJH8cKuAKR9NIfgAFlYAcHkDyA3giygCSH2BcVTFt23cNaN/T64Ui54D27pAHw76Ba9fd6UWnH6jL43QEqO10pJH8AN5wlKg7lEbyA4RDMWrb7QSi6XOOKir13U4gneiXZYnR5dYBJD9AQ1MPbYaBY9q9zzGgDWDC5KKM7YOhuDQXryc0wPPH7QrS2e7OSPQ3HHClkfwAoYhCQ5vriBD9Pl9oAMkP0Fjb9Zn7BigoymHhsoHX0eFCkiTyrcb/GJI/i6ERDvoIhQZKlx0N/PaDViSp7ageI+T3cOsliyko+M830s7i8BGLxbjrrrt48cUXCYVCLFu2jF//+teDXg+9vb3ccccdfPDBB0QiEcrLy3nggQcoLR1e0PgzI56tr6oDtfgzIbdUlPi3rhfa92/+ULzcQx8pvkkQDPFsQEkW3xvyoWhKn2FuUV9mYR/KFicldUqnCzPe1rX9DiwJwuLKdeKjpwOeOB26k88gCuAyWLB6OmhY9EfmTh0rjuXrSpfsifeHBH22vbZHTxSZgyEPGPJEpuGo+dC2IblL2I3SXYPLWo7VYGX1ktW4/nYK1h1/QGreKiSCIE2Pv7KwCpD6sv8V6h11/HXlI8iSnCCqU4lrq8HKROsk6h11ADQ6GhJZ/5myxVMz3MdbJtDoEpILDc56blzzE7SSlnpHXSKr/tMgdXwq6rAy9VPHZdAY+OH711FVOPWIZPYPJ2v+aMgGHS0oiorDH6YgR3/MjzWLLLI4Csik12+ypmvCG/NFxv2+98W/EtD2sSD5fZ0w6UxB1JfMFPI7qlbI+TS8AkiC5Je0gvD3HgSfJEj/QA8oYXjpMkFMH/8L4Q0Q6+MDJI04XjzLfeJKaPiXaDfawNEI0y4RgfuK4+GsP4DfAbufhkgQYnGiPyYC6OWLiO5Zg2Hal+H034sggaVsYKZ+xVLY9rDwA/AcEHJEL3xT+Ph420WwYtcTwghYVcT3e99Nrl0mwh2SbfkVEIuISgFjv7U+GufyPxifp8774UjN9M9WPxrj/LwqGSBZqdAfmdbEpJX+KyR5jjb+497ZDoFj8ip47733mDVrVoLkBygvL2fOnDm8++67QxL9GzZsoKmpiV//+tefx1CzyCKLLLI4gsgrKEWOZsmNLL4YeOCBB3jvvfd47rnnsFqtrFq1ip/+9Kf89a9/HbBtKBTi8ssvZ9asWbz++utYrVb27NlDTs5nD4geNvpr8afo2Ke1SZLIkE+tAkAVJLsSxTpyHtLBFHI8HgSI+OCR5SIQUDoTOrYltwk4xQt30AGmIhEcSBDxisikv/xDEWSQJPFi/9z5A0j+myYspC7XxsT3v8tv9u6C0R/BsxcKMqRsCVz4NJhLkibDFccLaQBVEQRE3Ecg5BbZkhXHC5Pflo/EMfQWbmr8e5LkPu6H2FrWJb0B/KJCM67H79KbsV73MBhtaXIzBcaCBMHvCNi5Y9PtaWT8Lctu46cf3UCzay9VhVOHlKeJy/DENfpT0eRsBBUUlIRM0OFAURWcQUfa+H4y76fD0siPj6vF3cIP378ubQxHW9rmaMgGDUXGf5aggqKofO/RTexsdTKz3Mr9l88fdsXjf1IwI4ss/msRCsGhsksz6fX3R1zqJ+AUt0a9RQTJW9YIkv/M+/ru4+9AwAUb7xXmshGfIOV1Bph4JtS/IO6x0RBIiqjCa98q7r07n4D618DdIqR+kPpI9JCQ4ol7AoR84GwWknYjjoMv/UXo3Bst4rngg1+KbH5JSzygDoBrP+xqQTKVwaIfw9s/gf0fQtki4fOTNwr2viPuxWfeJ467+0kRzAj0iOMHHHD2/fDq98R93H1AJA5ojaIyQFWTmfz73gdTYZJwhyQJ7z4AX3sZrGOOrLzOcM7lfxg+T533w5WakSQpQfLnGDSHNc5YLEZzl49xJTloMhhBfp6VDJmOnboG/dfkv0mSZ7iIxQ4/afA/9p1tEByTRH9TUxMnn3zygPaJEyfyxhtvDLnvli1bALH4F110EdXV1VgsFs466yxuuOEGjEbjER3r4H9Hmb8Y6u9usK8O90918O0HGdNh9jPYHA41t4xiHIPsNPixD3cOhzfYQef2Kc7n4WLwdT28OR/2BTMoBl2MLLLIIosshoFnn32Wa6+9lvLycgB+8pOfcOqpp9LW1kZZWVnati+++CJut5tf/epX6Pp0fCdNmvS5jzmBVC1+ECR/ql79Ze+LbVKrAEbNR2n7OEGyV0ZirGYBclyWx5DfLzteSSf5AXp2w2qTeGgYOVsYDgKgomjNuIoqsT4wW9yXK5aJoMCBT9K6cGn11OXaiEky9WYbvxg3g9sfnEuC3m1ZA/eUi/L+sFdkC172rpBA+MfFYo6qKqoRJBkePyW5TZ9Gv8syirq3r0iS3FoDtkxVEOVLkFvXYxs5LxGc6K+Jn9DWt9eg9AVD6uy1OIMO7tx8B82uvUyyTeY3S2855AucLMnIkkydvTbZhkxVwVRUVU2Q9FadBW2oV8zzEH0ONj6Qhq2RL0syYyxjqCqc+rlq6n9Ww97+BPpQZPxnDSo4/GF2tjqJKSo7W504/GEKB/F46j/Go+GBkEUWWRxh/KkSrt8LQ/ER/fX6h/p9/ug3gkRGEhI0EskKubQM9rvB2SIkakJOiPqh+S0omAw99aAEwVwo7odFVaIqIOSBkF9I2gCgghoRGv8ta2Hscjjh17DzsT7Nfx185RlB2O/6u9gldxT01ovgQjSuXKDpq+6Lgt6KybsH/jhVtFUsh+rnxLHsjaLi4IOb4fS74ZwHhIZ+23oxpgMbxD385e9AoFuMvWQ6fONd0Mjw4W/g8ZPF/E+9Q6xR6zoxP4NFrOvYE0VAA+CTe8VxjiQO51ymQlXRRDzDuj9/3vi8SeXBMtszIZN8jy8UO+Q4Y7EYZ9/1IU5/BKtZx6s3nDCA7P88KxlSMViAof+xD2edvuiIxWJc9eAGblhmoaOjY8C5tFgsWCyWAfv9R7+zZcAxSfS7XK6Mi5+fn4/b7R5y364uISvyox/9iEsvvZT/+Z//Yffu3dx77720t7enyfkMB7t37x7ye1VVuXhBPm/s8uAKiJefcosGc5uTvFFG/L4YHpeQxSkdbWL5ylL8+VpePeDhYECUr40wyVw8y0OFLcjOXiNuRHmcLqrF8bGGfU1+Jp9vJGwRMjc6VcNMs4mJliBrwmYOxvwggUaVKdXoMZq7iAZNNASDqIAWicUWM6eN9PK6ksMnHj+xPto9T9bwzVE+PpBz+cjpJ9Jn3jbdZOKCCg+VGiPPNah4o2L7KpvMSVMdrN3zEgZ3KbIiHiaaOkO8st3D6FwtgXwVe58mfqlJQ3FJAJOkRwGcqphbnqJDs1EiSIyiUgM9neIhIteiZcmKUkpHGVn3rsLeemHgZzRpKCg2YH+rjQmLrOxFQQUMssQoVcs2b5CJk/Lo3eNBUUCjkRhRZqL33VYqF1nZY4SIKiz7JigyjY/W8Lv1rSw4vhiDMfnHr6oqK84eySfvd+H3iTmUjDISdPmYVmrmgFGHs+88jyzQohQpXPvMO5w1Oo8RJi1btmyhuyPImrc7iEZUjl9ZysiyoT0lXIEYr+/0sJ8oFWNz6N7nS8x5wfIiJH0PW7b0DthvRpFC52Qz65r8xBTxTLN0kpkZhb5EwOuz4qwLy1j7Ticuh7iGR5SZOP7U0gH993YFWfN2J6FgjONPHcGoCjFnuzfKD+99hw53lLNnWagaNfQLaygYY+Oabhqq3Sw4vohps23IskQkorD14152b3Ewa0EBxy0sQKuVicVU2g/IeN0R7ruzlnlLi9BnkFhKRVOtm/XvdVE6ysSSFSXk5X+6m6K9J8TatzvxeaMcf2opZWMPL4J7pM5RFsc+duzYkfGe9mmRvXb+M+DxeDh48CDTp09PtFVUVJCbm0t9ff2Ah8YNGzYwceJE/vd//5f33nsPm83GxRdfPGxvoTgO9dzyaaEN9TKzZR2SGkNtWcfOT94haugnKzfzHkZ4Lk+Q7HU62Dj+O5im/h9IMlG9DW3ESVRnY4r3KnKcu9ISAeKvYaqqiPb2LSiSAVkNoQI3jZkhAgimhazeswGpdR2oYr8Y4NbqsUbD5EfDjNKU0BrrBkmiMceKq++7viOIeYRc4jgt69i54T0xnxl3YRy7l6kffk18p8YGbgOobc2U6cpoDbdSpitjT/VepBl3oZ3iIKovgK19fgSZ2vrm6FP85Mg5+BRfmoGuhESZroydO3cl2hsdDazdvJZcTe4hz5Wqqsmx6cu5oPCivv1UfEY/OZIJ7/0LmOnYgWfzLBqW/LmvciIzvDFvxvHtrd7L+aYL8I0U89iaMr/BcLjbf1akrsVo7Wh27NiBWc7BF4Y8g5Tx5T/+G6uqCo91PUJruJVyfTmXlVyBJwQ7Whwoqvj3w483YzGKtUtdp9reGtZsWjOs85U61nE2DXvtUcbZNDTX7WLfMEiUz3rc4SJ778kii88GFWh+5f+wj7/wM/eliXiYVPMaUb2VXPs2VEnQOuGaV9mTezLja14jYixCV/MajdYvEdPkUFG4mKIDrwEqatBFUGNBNZUSNY5AG3Kwb8rPCOaORx/spPKjb6KJupEGpOqphN0daLc+hLOtkYJYGBUVKRbG/+gK9BE3khIBNYYcdBHR5qMPp3oQxugduRKTZy9GXzMyKjFFRSZIdP96kDT48yeTG9yBN38c2tp/0Wg7h5guD0ZcgT7/DMZv/DFarYQ+0IUasCMBnoLZaIJeGqvFM9Ck2n8l5r835yTG+7xErTPR+hw0bvyImC4PTf6XmKR5hYixBF3qcQacOBVN1EtMm3v0iXdVpazmd0zq2Uxnwzzapv7wmCP7jyZUVSUQVTFpM9+fYfB7kT+isKbGhcUgsaamjTlWD2bdoYPeba4wDn8EGXD4I7z64UZGW3Rp41BVlTJzhIZuP5MLddRX7zjqQQ5FUTjoibKm2ofFOPScsvfnJNpcYVx9POvXvvY1enp60r7//ve/z3XXXZfW9u96ZzuaOCaJfvj0Tslxb+FzzjmH66+/HoCFCxcSi8W4++67aWpqYuLEicPubzgGDvPmwWXnxHjy3UbqP2mlY3MHfsAPyBqJqTNHsPzkiSxaPjYxrwtUlTcb2vCEG1g6bg+yLMZ9isVPV2AUO7YZWfPXLsJ9Gvldt0eYcWoBS84xM8/mQS8LEvq8MdARLqbaK6OVu1ERvgBzRnuYFsvDGbJxarGfAp3o55uTVc4M5/Nhj4ldOVr0kkJJjspFE2KcHsnl3Z4c5lgjjDH5AJVLjwtw7lQdzzQUkJ/npihfGOdGCaKYvZToZvDEqxHW1/Rp1TtBPigx8zgbOaNCdHGQgASBvmeECXlFsEei7qlOYtHkg8O4SYXMmjuas86bht4gLstTVkLtrg7e+GcN9dWdHGzpM/l9tZuZ0wrQzSmkvtbNHncYkNgq6SifNYIqSaZjv4MD+8X2wbd7mTDSjPWEkXg39+BoEuV62z6x01Tj4xtXL2DhsrFp5/OiSyO8/Owuqne0s3+vvW9uLmw6mcqlFbiLZeoCop9uT5imejvzCwyMbzOy5v1mVEXM7R+P7mPBsrF8+wdL0OkGEtDPfbSXR95sINgXGOnRG6icn8+iERbOv3gmOYfI5Fq2GA70+nhtQwtnLaxgdOGRLReaOxe+clGMd16vx2ozsej4cQO2efTPG/jwrWaU+Jwf28f8JRWYZpTyzId7iNsIPLzGwbzJRaz66nFYM8zrkzXNPPngJjxuEfR5/18dNOwOsOL0Kbz2/G7sveJ8rn+vi4bdPs48bxpvvVKHyyEyTjev66Wx2sc3r1nIvEUVA/p32P38+e611FWLa9hpD9Pc4OXci2dy9vnTB2w/FP7+0Cbe/ddeYjEx5xf+tp85C8q4+kfLMA0jmn6sGiz9OxE34/0iYtasWUdMoz977SQNlo51eL3ifpybm064WSyWxHepcDgcfPzxx6xatYpf//rX1NfX861vfYvCwkLOOeecYR/3qBlPqSrUL4XW9UjlS5i1+NT0l8++jH/V1Uilv5A6s4VKv4eFO69GqliarACIY842eHABdGwdUCgm9Wn5S4BGDYEk49RokwGEXBtOrR5J0mAtmYNy8BN+MX6eCAJ4HawOwr0n3MLPtt1No7OBKq8DazTcdxxJZAFG/Ej6XAh5kEbPZ9aiU8T4FAV85bBnAbR9khibNHrBgDnPUed8KrmU/hnYv1l6C2+s+1fi80/m3Ui+IR93yEVlqCqRhb98/vJhH2fQsSkKdNfA6ztBjZHn3MncyorMZst9UFWVN9amj89mPHIm40cbc9Q5CTmj33fcgyZcRnvNucwstw2Qx0n9jXUEHbS92YaCQlukjQnTJ2I1WJlVn8zoP3HJvMQ69F+nwzlfcTw+5/A1+o/EcQ+F7L1nIP5T7kVZHDuQgHFf+j/GHQmFAVUF51kia79kOrhaQJLQTvsSM5aeCb73xXdTz+K4BctFhn+wSejcoyCpCmZTrtC4DzRDfgXTGu4QGfCn3A7rNdDPCw4A2YAh3AOSjsLuNWAqQAp7AImckkohyRcLACpojBjyisHp7tP5V6FwKkWX/k1I7zhb8D+8ErNvD8g6dGoIbJPJ14ShdDr5SgjGruC4mTPB1FeJ5XeAfTns/Dsi7KyAxohFG4HJZ3HcwhPEdvG1mXpW33q8J3T7p/VtEzc4dp2TXKd4e/91/pSGup/unLbA5hqcxiJK/TWUTpv4H6/rP1woisLd/6pjV6tzUHmcoe5Fqqqy1Smy34+fWsCyhcOT1zkuFuPPm0RGv82s46zl87n/naYBWfRz535+Gv2KonDFA5/Q3OUlx6DFLBsTcwLSxpG9P6fjuFiMp3cJmc0nn3wyY0Z/f/y73tmOJo5Jot9iseByuQa0D5bpnwqr1QrAkiVL0tqXLVvG3XffTW1t7WER/cOFUa/hlMoSPvzLprR2JabS0uxg8QnpBKksSZwxpZx2/xv0F7UpMR1k+zOFhIPpN9ddb9v53iWGBMkfxwi9j16Tke5QunGuQePhzJEF5Enp7UX6EOeX5XKflN6/RRfhvFEyqOmmwLn6CF+p8rLD05k+NzVGU/de1tekm6Aqikp9rZOy0QONavd4euAfUhrJD9Dc2MvV1y9NkPxxVM0YwcvP7iIQiKa191TbKSi24HKnmwi3+sKMyzPi6E031PW0+xm100NrU/p15XGH2LhufxrRD2Ay6Zi7sJx/vVid1h6NKLgbu6nLTX9AU1SVTd0B2t49kNauqrBhzT6+ftU8dFbTgPV4a8uBBMkfR50ryDe/Mv2QJH8cowtzuPrMqmFt+2mg1Wk4/Zypg37/4VuNCZI/jk3rW/CHIgOeDzc39HCw15+R6N+0riVB8sdxoMXFxrX7EiR/HD1dPjas3UfHQTdok+SEyxlkyyetGYn+g62uBMkfRzgcY+37ew6b6P/w7aYEyR/H1o1tuOwBTKOzZXNZZJEFCZ3G/g+Ibrd7wINkfPvS0lIuu+wyAGbMmME555zDu+++e2w8NA6m2x+Hvxta1iGhsLpxPa4Rx2Ht2ClewuOa9bmlwoyvpw6KKkGfIThdPAMueRmePjdp4quC5auvM3HrbTTqoNLr4I4xs6nPtVEZjvCTc3dQt+4nxCSJutwCXFE/tt+P5fbyJbgufh7pwVNxag1YoyGRnRj2wDU7RAn/oyfAwU1Cluib74pS/9b1MGohjJgDHduhbAFcuXbAnAczgo3LvVj0Ftxh9wCy3RF0JDKw6+y1uMPuNDmf/ia3f135SELLf7jIOLa4/FLLOtDnooa9SEOZLfchrrH/WTTg/50a8qlyRjE1RlTbgiL72dkqDSmPk2oiHJcakiSJ+y+fn5GMH+46DbUWsiwNS64nFUfi/GSRRRafA2ZcdmiN/sEQ15qPS8CkysIYLOJfiaSZbKpkTMApzGqjQSGzI2mgoBKQYPR8QS4rUaGLv+dNmPkNocOfCUoMzCPA3yF8biJBsIwBjRE6toLSR/IDxIIwYpYw7d3zJpTOgdxi+NupCaPdhiV/5riDD0P1U2Ifex3MuhzO/jO8cT3UPAe1/4AZl4pj1f5D3MtsE8DbIeY8/euw4lfJuUO6hwHxIanptEsmaZ3+63w4hrr99z3c8/vmDdD8HkgyumAPTD3rC6HrPxyoqsrd/6rj1W0HKMjVfyp5nE8rK6TRaHj1hhMSGv3+sJJRpufzlMfpdAXZ1+3DrNfgC0W578vTmTBCVJv0l/LJIh0ajYaHvr2Q2tpaRowYMazkpy/cOxvHKNE/ceJEGhsbB7Tv2bPnkCR9/Pv+f9jxTH9ZzmpWZpFFFllkkUUWRxcWi4VRo0ZRXV1NVZUIxra2tuL1epkyZeCDeVVVVcbs0GOKtOuv25+KnBKhvX/gE2TA1rEDRi8UJPqoeWAuFiT/HYXC4FaXC9HAwH66d8G9fckRfZn9iiGPXxx8gya9gUm+Hv5n/za+PW2FyO7X6+CfV1KZn0+dTkNlJIa1VZjiyq3ryY9FuH7SYtrCZVR6ulm9Z4PQ6jcXowR6cHXtwKpEkVrXiwBE63pBeLStE2TI6Plw4fNDvrQniFudBdXfxU3bf0edvRaDxkAwGqSqcGpCN11RFe7afEdCBmdC/kTy9flpxLwz6EzTlZcl+VORxgPg7+7zH4hB2EvN8r8z7cSLUFBxBZ1D9jFYUGM4OBY05C16CwaNAX/Uj6zqkRUTM8utFOToB90nE4E+lBEvHHqdjtZafJbzk0UWWXxOaN80NFGcCaoqSPcPbob9H6RnlUtSsi9zv7//1O/oM6WNBAAFckeCViuM6VvXwvhTBSG+5S8i8/75rzOIux4QBX8XyHrwdIFGI4Li7ZuF9n8sPWmL+ldh2gXg6QDPa0LLv3QW7H0bXv0ekxreBkP8d1gFJDi4ETwHhBdAVEgXs/1RCPvEPFCF5v/0S2H5L8BaIQL4/RH3MChbLALcOaUDyfrUdcqUvT9cQ93PmvkfDyjkjQRPO3vn38WMZWf918j2eINRdrY4KMjRY/eGWTKpmByDBk8gMmzSvr9p7eFAo9EwcaRIKM41ysM28v0sxxwKpflGxhbnsK/bx7iSXMaX5iJJEp5AZEAQIouByGSoPBS+iO9sxyTrvWLFCnbs2EFra2uira2tja1bt7JixYoh912+fDl6vZ41a9akta9duxYgTXcpiyyyyCKLLLLI4mjhoosu4sEHH0w8LN55550sW7ZsgNYjwHnnnYfT6eTvf/87sViMuro6XnnlFVauXPlvGHk/KIowoVUHe/FHvIxe/HxKgwoXPQejF8DBzSKTvGu3IPkBIl5BOA+FPuNXVyxEnaOWGApNZisaoNLrRKMqVHod2A5sZHXN2zxc/R631LyNFB+nouBCojXcQgyFulwbLq0gFJTnLuKmbb/lyqoTWDVxEUr5EiieKox0JQ0goagxHJ3bUH8/Bh49ESUWxRF0JJJHFFWhN9DLTWt/zpVvXsaqF87Eft9Eant2EVNj+KP+RNa+KyQqCuPmsHE0uRq5ad3PUVQFRVVwBB3k6/OpLKhCI2mGNK2Nk8ZXvnkZq9b+LGGUOyhySsT8ZC1ULCWYNwGlr3rgije+yU8/uoGYcohz8imQyRC3/zxS1/XTQlFUer2htPMT79cddhOIB5bkMH/7/mz+eMX8YZkbx2WK4ka859z9Idc+sglFUQcc81A41FpkkUUWX2BIssi+Hy7i5PEjJ4qM/FSiuv92AWfme7SqCmPaOEGuywV/ryD5dUZAAlmC+ddBNCTuu73VwFD3EwWUsJDT0ZhEACPk6pMF6oeoRxj2hpziP3+vyFrvaYBtD2Py7oPe5D0RNQqSFixlMP5k0BohFul7dlCBKBAT1QSNr8AzXxYygI+eJNYqvgapmfit60Vb6zpxDrQ50LETYv3ud/F9ckpFICLgTGb9f/NdOOEXgy9Jpsz/w0E8oODtgHErCJtGfKFIflVV8QQig94rc41a5o0vJNeo5ezZo/nxGVO4760GvvfoJu59s/6Q99i4aW3q9qnHPNTxUxGvDLj/8vkZ5YOGOuZnQeoYZVnmkasX8fT3l/LI1YuQZTkxjzljbfR6Q4cMQnzWMfy34QvzztaHY5Lov+iiixg9ejTXXnst77zzDu+++y7XXnstI0aM4OKLL05sd+DAAaZOncof/vCHRJvNZuM73/kOTz/9NPfccw/r16/ngQce4P777+e8885jzJgxR2XMHQfcvPj0TiqnlaJLMcgoKDRz6bfmDdje6w7x+AMbefXhMnyupKRLKKLnpV2VcOoILGXJMhGTSeYHq8qR8vQocrLUXVVB7QkxqbWB0kj6zXVc3mh0BomYJj3Cvz+Qxz/bfQSU9B8GV8zMDp+X9khe2h93BAOK1s/YvEKkFCVdiRxiRhNf/YqZHFNyzuNGaLj9aoXrplmwpUjxmDQ6JllKmPCdQvJHJaVvtCYNo84by4O1TRx0J2WDFFWh1VvN8qsiVM1PGuNIssTykyfwzdOnMH1s+tyqKqx05ukYMWtEWvuY8TZCoSgTpxSltY+fVMiZ502jPw60Onnl+d1MmVaKVpucc1FxDl//2hyunDcZU4rmvs2k58tjLHzj6gXk5iXLgww5OkpPGMsfXq+j2zkwc/Gq06dQVpQ8nxoJltjMrHl2N/v2DDTgzYR11R385MENrOsnS1O7q4M7/+8d1r2/96j8WLt8YX7/4m4Kl4/BbE2eT71Zx4gTxjKiwITFmFw7nVbmqydOYPzIzA+4Z35lKuMnpRs7TpxSRCgUpWJc+nkeN7GQUDDKhMnp53NyVQmnnzNQxqil2c7r/6xhytQSZE1yTCUj8rjom3OGP+k+fP3b88m3Jf9uDUYt510yi6KSI+uRkEUWWfxn4+qrr2bFihVccMEFHH/88SiKwp133gnAyy+/zOzZsxPbjh49mgceeIDnnnuOuXPn8oMf/IDrrruOM8888981fIG43Ms9ZfDoieLzYMgbCRXHC6K84nhBKB/cJDLkW9cPniB4CFiRqQyHBbEfVbBe8jqrz3hCEPt7NiAhHmht0TBSYWVKAEHBeu8kqjy9aFSVSp8zYcjr6tgiggeSRF1eEc6z/oTD3oj6jXfhx20oFcu4acIirpy2glXj5tLdvpmb1vyEK9+8jJ+vuZGenlpWrfkZV715OdW9uwVxq5X5zZhZCXrErDUjI6eR9XE5GLnvEVxRRSDAGXQkSPub1v2cm5eu5uHTHuOWZbcN+pJ52KRxXH7px21w+QcgSbhCroSMUL2jjp+t+emhAwaHificMwUuDjtYMQj6k/DRWCyt31xdLiatuG+btCbG2IoOO/PK4Q+zs9VJTFHZ2erE7g0NIP4PhaHWIosssviiQ00Gu4eDOHlsGS0+ew4MzCqPBwMeW5FOdKf2sf8DUVknaUXGfuFkWHEz7PtA9L33XTE2TWqFU9+7fSbyPo5AV580jgSyBiJ+sE0B22TIn0RCNyceZEBGBBAUUEKghpGI369VQCNIeKWP2D/+F3Dpm5A/BvJGi3t7XhmYCkFnFrvllEBPLZiL+gh2pyDoDZYkcV6+RAQzRi8UgYx7RsKfj4O7R6aT/cZ8GHMitG8R+310c3I9P/oNPHZy5jWO7xs/3lCZ/4MhHlC47L2j6wPwb8ChSHhIkut/vGIBN5xVlVE+Zyh4AhE27ukl36RjS7MdTyCSOObv36jj92/UHRYhH5fpGeo5wRuMHrHs+kxrJMsyI23mBMl/75v1fP+xzQD84bJ5QwYhjtQY/pvwhXhnS8ExKd1jNpt57LHHuPXWW/npT3+KqqosXryYVatWJfSTQFyMsVhswEX4ve99j5ycHJ588kkefvhhiouLueqqq7j22muP+FiDgQjP/307777RQKxPkNxaYKJkRB7TZo3kjC9PxZBCdquqypsv1/LPZ3fh94mXzc3rdJz65WKkaTqe2QH2gCC7dXNMzFpUzJKcEKecpSBrRElaWJbQqMVo7D2wrwb8XWiBKc59jCmYRPuoCkZac5AlLxAgooWYthCvL8o6e5gWnyCE7eECDLKW9lAudiVKd6gDAEcY2rQWJppzkbQhAkobqCoGDVRac2nplemhkH2eXhS1F/LgvK8acbYUMq88xKSxbYhoO/xwuoFGVzEbuvQc8LtodHeBBvSXapjmGIFrv5aG/Bj7gx7Y7+GT1m7OnTqGc6abafVtJRBzgx4WXSGx6MvF7H5Dx5fOm8OY8cLYcnZlCR/sOMiL6/bhC0WpbXEm1rpy+RgKe/xowgrNTUnSfHRFPjk5elacPiXNIBnA7wvz3N+28UGK7nxBkZmi4hxmzStj5Zeq0Os1LAJOn1zOo1sasBh1fG3WRGp37WDu3CksXj6Ol5/bxa5uD7X+ME3tbmh3s3Z3JxcuH8fXT56ETisenhZVlTBvchEvf7yfTz5pIdZkp7XeTitQvaOdpSeM4+LL52LJH2ja1Nzh4b5/VrO9LyCwpbGH2RML+caycXz4z1q2bhAVMbu3t/P2a3V84+r5TJhcfFjXdyaoqsqzH+3liXeb8PXd0MzlFmbMKEWKxKgLRdnTLh5itTLMGleALc/A1WdWMqLAPGi/EyYX8793nMHHHzXz/hsN+HxhmuqTLunjJhaCJHwvUs+nIbcYWZb5/jXLmb8kPZDndYd45vGtrHlvT8Iguagkh4LCHOYuKueUM6egzWCSfCgsP3kiC5aM4bUXqnHY/Zx/6XHYhphbFsNHyO8lFPniPFiE/B6cTudn7sdm+88xvswiCY1Gw4033siNN9444LtzzjlngI7jwoULeemllz6n0Q0TcbmXOFkf19rPBEkSBHJcx19VBLlwYJMonX/1O4McRGKoKIAU9bO6+i2cWr3YtvodZK0RWzTFg0jWgtYEvXXp+0a8rN7zCS6tEWvJrES6grV4BpXhMHVamQl+N3e8eaXQ/I8qrD71r7gkibpcKzFJpjq3gG9VnYDqFIbhNb27+daaH6MgJV7GZUlGH4uy12wFSUJC4v4Vf0KWNWmSOJIksXrJapyOPdxZ+3BCwgWkNNLeE/YcUoolk4Y8HELOp5/8ktVgZZJtMvUOsW5NzkZcIddhy8AMdcyhNOQzBSs+jQRNfxK+xdmT1u8B7wFCfZISoVgId9h92McpyNEzs9yaMOJFIu2YQ+n9D2ctssgiiy84yhYfHgGcKhsz8+uw/JdCZib1dyMeDDAVZtaQj/ex920wWoRsTqAXkKBsEVQ/J/7/mfNAawaNQcjvxPp88HS5fZI56Z5/CYQcYh+NAYiAr0tI+GjNfUECVTwLGPIh6KF/pYCKLLxzCiqFJJAkQfky+ODXsOvvELCLfSSN6C/iB+sYiISFBJG/W/jt+Htg3ElJiaMxJ8Lxq2DWZeL7hxbBgQ0iaBDoFUEPfw90V8OImUl9/RN+Ac3vimeYfR8kM/MH0+lP1eXvr/efBZBOiG/e20u7w8+zG1rYus+RZnabqoGfa9QelnzOQx800drrY1+3l4mluaiqypZmO1aTjk177QAU5gyu/f9pJHgONcbD6TNT0CB1jKnfb93n4KoTpSP+/HCoMXzR8YV4Z0vBMUn0A4waNYr77rtvyG3Kysqor68f0C5JEldccQVXXHHF0RpeAi3NDt56Nf2l0mkPoNNp+PLFMwdsH40qPPXIlrS2YCDKK0/14P5KKZ5wMhIYURQ2B93cdJERWRNM2UMlJjmQ21uQ/F1p7UZ7A+XjJ6FI6UYSCi7q/Tm0+NKzxENKlPqAAnSltfuibroiGixye79+vOh1Zvb2dqe1B5QgI8Z3M2m0Pa1dJcTE/DaeaMpLaw8rMfbkd2O3luAIJB8cIorCP3Y3M6MiQgR3Wk/Yurj42pMoNhWk9XXirFFs39vLyx+3pLXXdXg4Pt9Ec026Qe6BFhfLVkwYYJAMsKehh/feaEhrs/f4MZl1AwxbC8wGfnz8jAF95OTqueSKuTy26nXCKW60wUiMv73bxMp5ZYwuTAastBqZrywbR+2/GmjoSJ43VVFZ+/5eZswZxaLjB4719U2tCZI/jm1NvZh7ArRsbEtrb27q5c1X6rj2fz470R+KKPzltfRr3h+KsqHTQ45RmyD/AaIK7Gi289CPlw9J8schSRJLThhP9fZ21r6/d8Acpkwrob46/VoNBaPYCswDSH6AuppOPnqnKa2tp8tHXr6R088d3GB4ODCadJx/6XGfqY8sBiIc9BEKHXnpiH8nfvtBK5LUdugNB0HI7+HWSxZTUFBw6I2zyOJIIy730rpe/HsI49YEkawoIsPw4Gah3R8NC93dOAqnQG/8GU6FoqnQU5OxSwVwavXcMXYO9TlWKr2OpNY+iCy9s/8Cfzku4/4SYIuG+vqXQGtGat/CzQdj/HziIhpyrKh9pH2dFlz3T8EaCVCpXUhtrg0FCTVO1COhoqJIMqgqsqpS6XNwTVjmhzZLwsxvcv54CkyFA1/EFAX58ZMpaF3P6vIluC5+AWvfc00m0n4oZNSQP4QGfCohH+/jtuPv4GdrfkqTs3HQY/cn8lM/p5oHT7RO4rbj70AjpwfRZUkm35CPM5TuBTBYsGIoZAoq9Cfhx9qK0/qtyKs47ONkWu9UI14g7ZhD6f33X4usnn4WWfwXYvmqwyOAM5nF9ofBAkhClqaoaqA0ULyPgFNkqO/7QJDga34jdOtVVcjjdO8W2fK6HBGgr35WxN8jIdDnQAQh19Mf2hxB8ueWCB3+sBNQIRwGg1VU+pUtEs8CWjt405+HVSRhoqsziGCFKsH+NcLsNxokERhQY+K/oB0ciKCFswMqz4Uv/01o9quqeO4wFcKOx2HLn0TAomiqeDYpXwqeTjAVCbLfXATF09L19cecIBIHUtdTkjLr9GfS5T8c/4W0hejXV9Eln66fYxBxQnzz3l5kWeInT23H7g1ROcqSRij3J8aHMtZN3dYbjLK52YFGltDIEFHiVQKwo9XJ2CIziqqK/y/OIcegGdBXf4Pb4ZDoQ43xcPs8VNDgcAIfnxafxzGy+PyQPXtZZJFFFlkcM8grKEWOZrNgssjimIGqwvlPizem3NLMRIOiJLP449+nVgK0bx5Y6t6bkqihywF7SpBdnycyCAEFhZsmLKQ2twClr++41r4tGhYmgBe/mNDzH2IiSbO+qOjbozXQlGNF7SPtJVVhos9JfiSABKzeswGXVs/tY2ZTn2tjsm0a18y8hgdev5w6cx6Vfjc/2bcNWySAImkwWE8lgIpRVbl1+T2ZX+r83Sit63HJMtbW9diUaGLNMmV6H8pstz9pPFSGfP8gwPmmCwDQyBpuX37noMfpv9/NS1fzy3U3JT7fMO+niWPG5X9uX37ngABDpgDEYMGK4Y4ltZ9UEl5V4cfH/R9abQBrn8b+kcikl2UpLWs/9ZhHIzv/UOf/UObAWWSRxTGEoaTvBkOaqW4/qCo4W0QgvWyJIK9DbrF9aqZ5vJ+Vdwkt/YALnj0PjDbwHIRAj8jc9x4UmfPeTiGNE3aCEhCZW+Zi8b3WLKR1NEaIuPuy940wehG0rO8j+gFUmHwurPiVCCC8eg3s/Fv6+E0lQre/eLowBSbFR0DWiwBCNNjPz0cDkiokcpSYCEh018AZfxBjkGRo6wtgxEJiPr0NMOsbQpJn4qlwyu0i8F88TZgJB5zJjP3m98TzRNkS8HWKNTTbMgdcMunyf1qiv19fGuuXPl0/RxmfJvM9Toh3OAPc+PR2ivMM9HqCdLiCLJwgdPkHI8YzZZQrisLd/6pjZ4uDeeMLuW7lZOaPL+CNnSEkYMH4woSvzsxyK72+EKgiMO/0h/GFYuSlyE5/lkz2wcYY79PaJyV0qD4PFdg41PepGOocDfXd4QRXss8bxz6yRH8WWWSRRRZZZJFFFgKppL2qCn3+eDb/Ze8PJPrjGv4t62DEcfCtT0CjFRlzuhxBKmjNUFSZntGfiqKpwswPCUbOBskABz8GwKXVU5drEyS/qiKjUul1CK39EbMBFe4ZDfqkrxGSpo8YEHrAMW0u2ligH1kgYx05n8rcCur87UwOB1EiPppyrNw0cRGrQ1rksBtb505u2bMBh1bPXYsn8OM1P2KKGuPB6veQZS22kplIBzfjrFhKQBYvjkFJwhVxU6hN950BUMxF3FS1gjqtTGUkxmpTYaIyoT9pf6js/EzonyEf18KV+vT4U4MAvpH+5GoMkWXef782T1vaZxmJidZJCfmfRkfDAAmeoQIQqcc+1JydASe19lqUTP30kfBxvf54pv39l89Hko5OJn1/4v9I4pDVGRnmKcvZl+8ssjhm8dcF8L0dglz+NOhP3r/xP8KkN+wVpPTMr4vv0jLUTxRlbXvegdHzQdLBgY8F+R0LiXv19Eug4WWIeMR9MpySuS/1jdXfA/q+vpUQKPHKe1WQ8jsfJ02CT2MQhPmT5/bp9wcEgR/qq/6X9KC3EtRayQnZQaMT4wGI+GD6ObD4J0Ke528rRHKAisj+n/F10c/OJ8RxunbBYyeAbIDiKiH907kDgm4RlCiugrP/LIL9caJ+RIryQqpE0viTIabA7icASVRBnHZ35oBL6n6fRpd/iL5i2txD7/M541BZ6ocikUdYTYnM/pJ8I7GUuNdwyXZVVbn7X3W8uu0ABTl6Nu/txReKcf3plVx5wgSAxH7zxheypdnOgvHiWWzrPkfC8DcVRyOT3ayXUVSV7a1OxmWoIsiEwYIGw/0ehj5Hw6kyGOwYn7bqIYt/H45JM97/FPi8YTau3y+0w1OgN2jIH2/j3W3pkjHRmMI/P9nPuONGpj2IS7LEjGUlzKswo9Okn5LK4ny2HzChqv1/HHIJFRWJl+dUmEuR7XZQ08uHVdWESati0aWbhWolmTLC5Gos/doN2EMGVLX/S6qONpeBAkN6u0bSkKvLJxwb2W97iU53OWMMI5BTfgwkoMpaxJwKI/p+c55SlE+r3YpGSv+R0cYKeHmNHYc3lNbeHbBjHemh2Jr+ojWiwERktIHiUemyQVabCb8vzJ6GHvqjbIyVaf2MfA1GLbYCM5vW709rj0Ri/OvFaj56pymjAdu5S8ag1aT/AJ40axQFeQNfCD+p7UItNmPuV/ZdNsZK9Y4OnI6BRr5LppYysp8czqhCM8uXjaVsjDWt3WI14jBo2L0vXVrJ5w3x3N+2sXNr+rUaDMf42zuNvL/94IDj6rQyZy+sSLuGZQlmj85nWoEZXb85L58xghLrQI+BwbCnoQe/P5xmdgvCW2HpieMp7Xc+dToNuZbML9ljxxcwZVq6zITZrGP5yROHPZ7BoKoqa9/fw6vP7yYcTpea2bqhlRee3E7AP4ieZRZZZJHFsYj+xrvezoH6/P3h7+4r/4+JbLnbCyAWFRmC4T45urB7cJIfxH4AqNC+PUHyA1ijYSp9TjSqwjSvPc2Al5566NhGara+AjhK5/TRDQro89hx6pvCgDZuEFxxPFy9GalrJ6vXPcDDdev4WdM6mswWYpJMXW4Rrq/9E67eAvo8ZMQDc517LzFVoT7Hxu3j5nJV1QmssuaLIET/F55BTMwcISe1Or04jk6D62+nJLI8FVXBHujFHrCjqurhm+2SlPN58NSHicQiaSa3/Y1gc+ScxHEdQcegxmv994vL4CQMZY02bjv+DiZbpyAhZZTGGY4JraIqtLhbEnOutdfgCjqT3ysqq55uJOQZAao8aD/99fodn/JefKh1Odo41Pk/UvPMIossPicEHEIT/tOgv+lu0AnN70A0JO5ruSVw4i/Fts6WZHb43rdh++NCmmf7w7DtL+DrgVhQSOsEemH/uqQm/4DjRkXmvCKJbP2Ii/46+/jb+9r6fitlvTD93f04OPZA5zaw1wlyPmcUoAFDHvhaAAku+wDmXiOqBCSNqDSo/gf8dR78faUwCS5bCkVT4KoNsOSH8KWHoGRGegBfCQlZwEAvTP8azLxUJBmMP0lI9/T3N4gj1Qh35V2gRkSwQZ8Lze8ndfqH2i/VQFdVRZXA4dw7/gPMeIcynx2OkWs8Y/yOS2YDEiUWI1v3ORLBgbnjCuj1hhJke3/DXoBAVGVXq5OCXD12X5iZFbZEYMFi1mMx6xN6/z84bQr3Xz6f60+v5PrTK7n/8vmDktvxbY8Ega2qKve8Xk9Ljw+bWUcspuAbpixtfM6KogyY+3D27XAG2Ly3N+M5+izmwUfSeDiLzwfZjP5PgVhM4b3XG3jpmZ14PYJ0HjO+gGAggrk4hxpJ5f1eH+8/tZ0X1+3j2i9NxeEN8ZfX6mjrEeXiY2ePoNwTRqtRGHW6QqSoBxM9fMmWy772Qnq8ClpZoq7bxa/fhTFWHatW5DM6P0goGsQfawAbePLGY+1Q0fUeFCY37n3IezvRtRhQqo4nlm/AHtLS6GpFRaU8RyaqlnLA58Wi0ZBLgAmRetSIRKdxHPvVGAoWah1OgkoPW3vhuMLRTLB4cITyeLIpQFcwAtipzLdRZIxh1upxR7y0+rpp9cH4vFJmFUYJRLQ88HEOWw5EgCAVBcWMq1CQ5SilZoVQrBtdAZw910xLezGd7hgGrYb6Hhf1PTAir5BvLpDJMXjYst3KSx8EgAO8tLaTS06awBmLR7C1dxf1zmbUPJXlZ2vw7BvFtl0RRlaYqQ076IoG0czWM39qGd7tdkpLc9nT2MPWDa1s29jKouXjuPDrsyksFi+7tgIzP/31qWzf1MYzj28lJ1dPx0EPu7e3s3t7O1OmlXDJFfPo7vTy7ONb6e4UJMbbr9Uxd5mFuXOT18l3z57KlxaO4S//qsXhCfHdL01l2pj0TLLmDg9/erWGzX1Bh/xx+czSafEccJNvNbGnoYe2/U42rt3HmV+ZxhnnTkXfZ+583IRCHr3hBF5Y18xL6/dz3pKxnLd0LDqtzMlLx/DRu3t45R+7yK2wsskforrFwbt//JgTZ47kqpWTqd7QykvP7sTnCfPq8zBj9iguvnwO1d1eHnqjnl63uLafX9fM9740laoKMXaNLPHj82fw5SVj+NOrtXjcIUxtbnrebwZg8ohc5MoiwrLEiskaLjx9LsNBb7ePZx/fyoa1+1BV0OllpkwrpafLy1lfmcZJKycha2SWnjSBd/9Vz1uv1HLS6ZPZt8OMNEgGW1FJLqtWn8bmj1v4xxPbmDpzBOddMos8y/ADD5lQX93Jkw9vZt8eETh5/40GLvjGbEaV5fPUI5up3SUMr99/s5HzLpnFiadORNZk46pZZJHFMQ5fZ5K0b13fZ4rXp89ftkS8tKpq+gtoTonI5I+T9WGP0Nctqkzuqw72giNDxVLBDbSuQQFcWi2WaBi3Vo81GkaSZG6OmnCZpmAzy8i22YLgD3vh4Ka03hTgpgkLqcu1UZmzUOj4hz3kOHdB7mJhFOxph2fOhwfmImwAwRawExs5F0Mshl8jYdAZsRjyRRbi92vhnoq+gIODurwiJtom0Sg1oKBSp5VxyTLSwU1gPTExFhWw9xke5hvycYfd5OpyuW3jLSgooKpM8TqwtmwRcj45xdy09udU9+4GYLJ1Crcdf8en1pW/fdOtNDiFPFJtbw29gV58ER83L1mNJ+LBarCydevWtKzxwfT1M8ne9P8sIaHT6BIv2CoqEtKQfaSdu75x1PbWYNQa8Uf9KKrC7Ztu4yfzb6TAWIDDH2ZXq4uY8hW0+gD/84MzMr6Q99frH652fqbxHE41xZHGofwLjsQ8s8gii88RJpuQi/k0CDgFaZ83WpD4y38B404RGf2qCmOWgy4PXvu+uI/LGiFvU3E8VD9DWra9rxOMhYLMlnWgBEVAPoH476oqNPijPoRIfxx9RL+shwkrwTYJIY7u574XN/HIR20UmWLMLIoyoyjEzCIdVQURjFoECZ83QkgGGQsw+ZrFc8MZvxVzevW7UPciEBPj6K4F63jo3AVaPTy8WGxfPFUE4zt3wYNzkkM74z5RVfjeTbD7KcgpTZrqDiWBFK+UCLqg7WPIGSHWadKZmTP1U/dJ7TeTbv9wieOhZJqOAQyV+T7cjPzUzP7UfvrLxgAZM8hNWimx75JJxfzPmZWDSsykZtEPJxv+SMEbjLKr1UlhngG7N8yyKSXDqhKIB0viXgaqyrCz51Mz7mVZoscTHFC98FkqF7L6/f95yJ6hT4HqHe088df0l8v9e+0UjrPxUTA9m6amxcnPH9mEx58eJd/nCbEPuPAbHiIpurKq1suYci9tu0bQlZK5vt8Z4TsvuHj4ogA6bTITXdHGsJdBUbgQTU/SdFSKhtDseod9k07ggJRy45YUtFI7Z9ksPEKyZFtCZURwL255Au+40zPdt/e6qHPa2NjtTGuvczkZFcmhyJi+/V6Pj2a3lhc+MZP6UNBiD9Nih4uWegmlZA2oGj/lZftprx5FU68v0d7hiXHHuzEmBIppbE3OwReM8tfX64kW7sOj6UweWBMjb0IrM/PH8H6jI9Eck+ATY4DFxxVS905r8rgqfPxhM9FIjO//9IS0ORw3v4xci4Gbb3wjrb2+uovf3/I+Dnt6hn1Ls4O2/Q6+fH5aM2XFOdx82TwGw61Pb6fpYHJurnCMj8IxltnM7KlPZk4Gg1FeeHIH+TYTJ546KdGu08pcfMIELu4rVYtD1sicuHIS3nwD9zy/K+27D3a242x10bsh3Qxp17aDHHQF2d7vV6Fmv5NfPLqF5//3lLT28SMt3PnthVx5/hMEYsmHR3eHFzq83PPgV9jXkm7aOxSefHgzm1MMlSNhhfrqTr7+7fmcfMaURLtWK3PaOVWcdk4VAHftaj5k3/MWVzBvccWwx3Io3HPzewRTItk93T7+fM9aikpy6OlKXsNuV5DH/ryBUWX5VE4vPWLHzyKLLLI44lAUeO7iJClftlho8l/2vsjs/8fFItN/9Hy4Ym1SekCShFzP7QXi5VvSwOMr+vpYBt/eBC9/Czq2Jo8la0Xg4MJnxDG8HSh3j+rT4rdhjMVQdSYuKlnAeUWz6baMR1E09CoK+bEIFI1BZ8xBevU7onQ/GgTiMj8FxCQpTcd/ysfXwMEn4ZvvwrMXoBwU2vvWaFjQGZIG96X/IvjOlYBKMBrEHXYLmZfcEVC2AOnAJlZH9LhWPka+wcpN6/pI4EgUVdZiHTmPqQXTqLPXMsVWyV1b7qCmV2RumjQmgrEgRq2RQFQ8P0jAja27UMuX4NToIOik1p40I25w1vPztTdy6/G34wl7DktX3hVy0eRsTHyekD+R6967Fn/Uj1lr5okzn0r0lZo1Ppi+PgyUvRnMG0BRlUT2eb4hP43YH448kIJCIBpImB7X2Ku56s3LmWit5Lbjb00Q2zNGjh5UMqe/Xv+nyc4bSmoIPh9t/EMFRzLN81Ca/kMhq/efRRZHGd/aOHzZnv4yPR/+P0GOe9ph5jcEIXzaXRANCJ36nU/D3vfBtU/ctwz5cMk/wVIm+tr2kMhUByGTkzcKRs4Tmf11LyK07yVAFftOORdaPxGZ+P2RUw5V58L0C4gZSlAiUZG8Lknc/z/n4/HLdPplqnt1PFUvKrS1kspkW5SZ5bnMyPcw06ZnaoEdnU4HH/8eTr8bPvgV1MdJfsRY1Ag4GkXgAklUCxpt0FML7jYoGAvzroOmN2DSGZBbJNat9WNB8mci6/uvbSoxv/LOpITOpDPhzPsyV+wNRuYfSd3+YwyZyHh3XyXZ4RDB8X48AXE9pkr+xMl4TyCSMXAgSRLXrZxMpytIab4RWU5/VlFVld+/UcemvXY0wn6JeeMLhyTLD0eWZjg69alrEQ9GxOc01H4JXX+znp2tTmaVWxNzj5sOD7Z/aqCl1xvijktmU5pvTNvncHT+++Oz7JvFvwdZov9TYLAKmsEKa4YsuRmsr0F3OeyDQ7+/Q71sRK8fJaLdqCCbQfEP2c3hfjF0kdHh7XO4azHo9oN8Mfj2h9V8WNV5h9pHPdyDD3qAwzyueEo7rAMfsYr2wzwP/04c9mn4N5X9Z5FFFlkMG75OaFmT/HxBnwGvJImS93hmftsn8MjxcOVaFEkQoladBel7tdBdD0+cmuyjbS080Jdpp88ThETZYrjw2XRj39wRuEYt6NPil5GNeXxr5neYaKwg4I+itDnorNlJNODDZDRRMM2LqaQEy+zvoR1zPLzxQwh5sI6YQ6VtCnWuJio9vULHn767Wut6lO4anN07uWPCQupzbVR6HSLrX1WwejupKpyWnj2tKEIm4eBmGL0A+bL3sPVlu69ediv2gJ3bNq7mKr2eyoKp/GbxzXhc+8BUyBVvX55YhkBMkPtxkh9gvHUSed97kJt23kvdW5czxVZJZUFVIjgA0ORsxBP2HJaufFSJ4go6mZQ/mQZnPROtk/jerO9z/YfXAeCP+qnprWFG0QxAZI0fSl8/jqFI5P7Z5xa95bAy4lP3n2ITGXq19hoUVUFBod5Ry7WPf8QfLzsRVyBySDK6v3Z+6thV1EOS4UNl03+e2viH8hVInednqULI6v1nkcXngMMh+VM19hdeJ4LasYiQsTnhF+L+GXSJe3M0JExx7Q6hwe/tgIlnCHmct24Q9/apF0Ld80L2N+QUWvfVTyHMb/PAIInjVl0g/t3/IXi7hJGuJ5koh8kGK39DtGAm0aiBYGsPnl1bUPw+5JxcvnHOOfzpqacGvPtEVYkau44ae4in0QOFaCSVicV6Zm98mRnNZcxsfYsqrYopwVBpxPiQhHyQwQL6HAh5oKgKNt4rsvXHnghXb0hK8xjzYdwKYawbJ+tBVEUYLPDWT5Ik/Qm/SCfmQ+7Mxrup58bZIvrOGzmQzD+Suv3HMOLk+Js721GB02eO5AenTcEXig2bCH7ko72DZq8PFjhQVZX73moYlJT3BCK8sbOdcFQhGIkxZ4ztkGa4h+MPMNyAwBXLx3PF8vGJfjLt1z9oEJ/z5r29jC3OwRmIMHdcATkGzSGP23+9SvONGdfps1Q2fJ5VEVl8dmSJ/v8iaCUDFXnTsWpLMYQUVBzi7bf4yxBqA/cQ+rlZZJFFFllkkcUXB6mmu5KEeCDoy+ZDAklObmMuFpn8bZ+IfQ9sROncxU1NTwpSMRxide17yFoTA7R74wh7hfbsmOXis7dDHMdcDL4urKow2d1jKeWaGd9mgr4C7QE7B55/jMYDbQQlGYMSIyRrUD98m4JxE5l61vkUFh6H7vTfQW450oe/YvVHf8BVvgRrFCRJAzozatiHWr6Emxr/Tm3VCWKEaVn/UaS/zObmsiW0nXE3FaVzxEuUryvpUXBwE4qvC7tGl8hWv23jLTQ4GwCos9fieWIl+S3rcFQsZULFcTS6RVa9jIyCgllrJhQLoZN1NLv28vPt99DkbExk0/915SOgqty68Rb2uJoSBPNwsrQVVaE30JvI3I8fU6fRMTJ3VNq2v1j3c6YVTud80wVIksRtx9/Bz9b8lEZHA1WFUwdIxMS16u/afMegJHL/7HNnyDloRnz/+cQ//2bpLbjDbix6C66QE1RYveFWGpx1RLyjqG6J4ApEDtv8NpUAjwcRDkWGD5VNn0kb/2gZ8h4O+lch7LN3M66gZFiEy7E6pyyy+EJBGeT+2B9BlyCSTYWC4N/7lriHytpkAF5VAVUQ2u7WPnkdWWjqTzlPBAQeOUFkvqsq9NSJ/cNuMBeBr1sY1Rptou+vvwX5ZcIw93cVQmMfSYwBDRADrRFO/x0R23H4O710vvQA/j31yawvrZGzjPmccclZ9FTNpbHzALt3bmTnrt3scwyce0yVqO+KUN8V4ent9wCgkUpF5n9RlJlFIWYUKUwtBZPBDJPPFaa63oMiiPH4KYKgb34fFl6fJNslCU65XTyzFIls6kTgpGyxkOaJE/vLfzGQmB9MQic1ACPJorpi3Ip0Ml+SRFWAqxXyy49Jrf1Pi1Sie0a5lW377YSiQmJp0147vlBs2ETwUNnr8cz9TBnkgah6SFJebKmi08jYfWEWTixKCxT073O41QjDCQhkCgb03y9eyfDwh3vYus+RRsTHt88xaPCFYuQYNHS6goMeNxqN0tQbYlYslrZeww1efFGRTbLMEv2HjZiiUm/3k1eSgydFogMJcistjPLFONjhT9uncpoBt1tLQ0MwrX3aNDN6jUwwlm6QatDkMXGkju6mdNPZyhIdgVguWo0dSUpevFrFiGzJA7smTQdXxUBRew+dIwygNVBpXYIhoEXt9eBsqCfssCHpdAQ6dejyRqEtPINR4TYKgwq94fSxWg0GSk1mOgPpczuhOB+/oqHZ505rV4KFjLXp2efwprXPKTdi1ct0B3vT2stzzBRVqjzYL9ZQVaLl5BER7n9eJaYmb5TWfD097hwMVhmk5IODJqQjp0XBiEwwhWwwajVUTiqmd2MXPk9SXknWSGi0MvZePwWFSWNbVVVp0dkpmpxDT0PKeQZOPMvM/j0y29ant+dNy2NXh50ZIwrS2uu6nTgDYRZVpJvC7u/0UGgxsKc9fc4lJh15Wk3yGa4POXl6ujs9hMMx9PpkRogvGOGDHe2cOGskOcbkD3g4EqPd4cdi1uFOkY6SJTAVGDNfw2V5jIzEaO8nTXTchP6mzElUTi+lZmdHWlvh+AJ2tjqwDLJPJkyqKmbbplZiKTJAObl6ent8hEPRhDfBUIhGYqz/qJlZc0eTb02a+SoxhY/X7GNyVTHFpXlD9JDEpvpucoxapvbzVWis62J0eT57G9OvYdtYK+bSXOhKvy6KS3MTHhDDgc8bZvPH+1l0/FgMxv+eG3IWWWTxOSJuutu6XujoX/a+yLCvOB7a+trMxenbXP4RPLIcDnwCagzXQwuom3aykMnp06m39Rniggzf2QavX9dXJaCKl/K/nQqj5oGkhda1Yij6XFxKFGs0yGogMO9qDHIx3gPdtP7pDk5/fVPGKfz+NJVND/+B4y//LrklM9FuvRda1gjN/f0fiTHocyDsxZc/jcjZf6Fu/U+FcS4g9wUW4ln/igq/1Iep2/C/VEYVVn/lNeSckoTPgFK+hFXbfkuNPYORoqoyPhLE3r6V28fNpSbXDO6kdI4kSdx74v2Mzh3NTz+6gT0uIbXY6Ghgkm0yTc5GKguqKDAWIEkSd5xwV1r2+aGytONEdk1vdaIiUOl7Bqqz11LnGCi9UN27m9NGng6ARtZw+/I7cQQdyP2q+jL1nUrcp5L2qdnng2XER5UoP19zY2LONy9dzS/X3ZTY7ualq/nFulWJz7ctv5XvPb6G6pYIM8ttn0qHvj8BjkSaxNBgGfODZdMfKW38w5XKOVTAJ3XNNeEyvvGH7cwstw0rOz+r959FFp8DnjoXLn9DVMkNBYNFEMmt6wRRbJkrAs/mEpi4UkjrJKRjToTvN8DjJwujX1WCprdF9UBRVbpHzshFEHKI+7kkiXtyT43I8n/mvD6Cu1jI+cShxoQkn6rCjK8RLZiJv9NLy5/vIObtp+tvHQf2BmRvJyMdnSy85qfkfP08tDv+imvdH9ntsrKrI8zOHgM7e/Q0uwauQ0yVqLXrqLXreKZBvMtpJJXJNoUZRS8x88MWZn79VqZOLcY09iQREJFkeOocGH8ynHa3eMa5exQEusXYZ38LWtYKcn//WpG40L5FkPRxCaTBMvhTkSrL4+2Ar74E1or0fVQ1vWLgGDXWHS5SifFU8nhXq5PjKmy87w2jAvPHZybIB5O6GSx7PbWPTBnkqRr9mUj5PJOO02aOZFOznfnjCrjyhAmJPtz+cEZyfbCggqIoaRJBwwkIpK7R5r29dDgDlOYbE/vNGWvj4Q/3sGmvHbs3ROUoy4AAR3y8uUYpTbM/1agYBMl/8i3vEYqp/PGT93h31YqUfbXMGWtLrMN/k6a+qqo8+tFe5g9OX/1X4KidcafTidVqPVrd/1uwsb6LP71ay/5OL/oiE7OqirFvOkD+5HxcVWY+9njR5EvMGlPA3hoPxcUyFbOjHAgfRBoJJ08tYfd6BY1GonIxtEba2dgNEyyF2PQhFDVKMGZhl70HVePl+Fk2OjoM2D1hLl+oxWxqpz2g4I4UU2JSMch2bMF89L4DQBQmTEH1xFA7G1GVEtT9jeSG97Mgx0bo1GsgoCXctJ+Z510AQM/0O5lRVMDePz3MqAu+Qd7EcVhyRnKx3kVbqIA3OzrJ01uIKFE6Ah2MMstMyS9mY2cPs4vyubhcj0lyoiLhiI7mjY5eHAEDja357O7wAGGmlljp8gYwGxROmgpupZ3uIBQbCwjFwkiEWTrCiFHbDiVdLB5XyBOb89l+MMYNJ0B5QQsQY36VlRc+KOTVT8JMm1VAo9/Fv+qclOaWsnACaI0dSLsK2fm6E59nP+OsRvIWFLFZH2DFxNFcNX8yxTkmvrxsEi89s5N3X2+gYpwNjyvIhjX72LaxlTO/PI0zvzKN/YFenmveSovXgeYcmWmBETQ/1UtVlYHzroyhNbWyCInTLxzB478L4tcYiC0soNbj4UevfsKysaVcvaASnUbmoU31vNt0EBWYM6qQaxZWUWg08uhbDby6oYWYojKmNBdZkujo9jE/x0Dbjg6qIzFKRuRiztHTtt/BhCnF7N/r4NXnq/lkzT4u/MZs5i8dy2sbWnjs7QYc3jAPv1nP5Ssnc+aCCj7YcZC/vlFPpyNAjlHLzHEF1LQ4mDAyD48/yid77RiKTcysKsa+sY38MVYchSbWdXrRyBIzxxWwt8NNqdXMd8+uYs6kokH/Lm78f6eydWMrzzy6FU8ognFGKTvb3Wx/egcTSvT8dISLSaMPXbZ4+rlTmTVvNE8/upVdWw8wsbKYlmYHr79Uw4Y1+7jgG7NZcsK4QV+GN63fzzOPCYNko0nH2V+ZxmnnTqWhppOnHtlC234nOp3MqWdXcc6F0zGZM7/ENnd4+POrtWxq6EaS4MSZo7j6zErkcIxnH9/KxnX7ARg7oRCfN4Q/HMV83Ei2t7tRHH4mLKvA0unFf8DDly6awcqzKtHqDl2qG4spvPt6Pf98ZhdeT4gXntrB+Zcex7KTJvxXlc+H/F5CkWwUPhUhvwen0wmA2+3GbrcPvcNRgs1my2oyflHg705mqreuF59zS+Hy95NZ/qnZ7K3rIWiHi1+A35aDGkua0+YWUelNyuSADGOWQck0uOBJ8PUAEjw4V/QVrwqgzzy3fJowz/U6WL13EzlTziUYNdD14gP9SIR0SKjIHiddL/4d41XfR1t1Pmx/DBK+R4rwDAByXLvhj9OprFpBncFIZSjATxo+whYVL6hOrR4VqMu1EZNk6rTgcjSRXzgZ18UvYImGaFVC1H34g4EDURXG+V0cMOTyo8plfYNL/zuZYqtkjGUM9qCdva49iXaD1sAty27DG/GmkbeyJJNvyMcZcoKqDqkVD4LIru2tSZP9k5FRUaksqKI8t2zQVUxFpoz9TH2nVhoMFoRIzYi36C04Q04segs/X3NjQiaozl5Lm6ctbX79P3sjXv74zRNocfYw1lb8qX6DMskCfRqD48SqfUoPgFRiX1U5LKmchFmxvZaqQQI+8TXfZ+/mG3/YTkxh2Nn5R8LXIIsssjgEHE0i09s2ZujtQm5AhfKl0LVTaPPP/LrIPkeCUB/hbCoU0jUn/K+4fz+0FFxtCI17Gfy94t9Ev06YeLogt12t8LXX4dHlYK9PbhNI994j4hNjkYCp5xONGuh8KcP9WWsAZ7OQ2AFiXjedL/2diqu+j3byGeRv+RNLDQ6WlgCIpCh3WGJXj07812tmZ7fEXtdAekqQ/xpq7RqebaiB585Fo9EwedIkZlTOY6bzFWYUBpnmeALTgh+IqoX4PNQY7H5GBC9668BYAO2bYdR8OPWO5P16ODr6/WV5+pP88IXS6O+fnX7dyslpRPf3T53E15eOJcegxWIeeN8YSupmsOz1Q2nAH0orXpIkrj+9Mu37+Dg27u2l1xOicqQlQcKPsJoyHktRFK544BP2dfsYW5zDI1cvQpblQY+dagAcD2DIEtzw5Dbmjy9IyBqpqsr3H9tMcZ7Q0u/yhFjQzzQ3jnjQoCjPSI8nyB2XzE4bb3Wbm1BfgmQoplLd5mbW2PSE02NRAvloI26GPL/wv7sq8agR/UuWLKGyspKFCxeyaNEi5s+fj9lsPvSOxyjW13Tyi0c3Jz6Howqb2t1MXj6a7VoPeMQNK6aq7HI4KJ9qRFvSyYGw+OtSgZZYFyWLtURVhdZIMtt8j9uORpLJ1epxRZIGrAeDDiQrXD8/h7DSmfg79UXdNHtgsZyDPrQ/OciYG8kMSmwEalPS9E5SFHLIIeAKJEj+OHb12Dntg5d4U2tg/NXXoc0tQkJLucHJKaUlvNaeTDePqQrOcBcnFRk5tyKEhKg4kFAp0Do4oyiHi19UUVRPYp+aLid6jcyJxzlxK8mMgu6gHQmJr4xTUUmSVjpNL1cs7EWmEIVkxrSscXLByU56jNNYtz+5fac3yMs74CTnCBrWHki0u51B3G+18e2LZnDhibMS7Tm5Bi69aj5lFTYevv/j5PkMxXjpmZ3U9razf1ay/5iqsMfYzbQf5nLhxNTUe5X80na+9f9yuPb5PKKe5JzX7utkQ0s3Bq2MN5w0bN16sJdrXlrLCLuZtu5k1vf+TlH1sBSZ5s3JOXR1iPbJU0uor+5KtPd0+fjT3Wt5dWc76/c7Eu0Ob5jfvrCbtbs72dSQvI58wSg7m+3MHGdjZ3Ny+1Ck7xpeVMbWA27oG1NMUdnZbGdMSS5/uX7ZsEjmOQvKmTlnNF+99T3sKebCe7rCfPfetTz2kxMZXXTorPaRo/P50U0n8df71rPm3SQZYu/188Dv1uFxBzn9nKkD9nM5Avzhji2Jz8FAhH/8fTu7tx+kLmXtIhGFf71YzZ6GblatPm1AP3ZPiG//bg2K0vd3q8L7Ow7ycXUHoxrtRFL+bvft6UWjkfDPGUndAVfKnL1IMty3eiVTxxUMOMZgePrRLbz1SjLr0mkP8NB9H+NyBPjSBTOG3c9/OsJBH6FQ7NAb/pfhtx+0IkltgIYX9+3+3I8f8nu49ZLFFBQM/5rO4hhGSqY65UvE5zgURZjvmopAlyMIBV2O+CyRkPCRgNVhHa6Vj2J9+jwkZBhxHFzyiggaPHZSXza/BOXLRCZ/CskPcfPcPnI914Zv3EmYTSMJHuzBv6ee2BBk49iAB42q4t9TR7C7B92oUfjHnUju3vcyOs1IaozVNW/jMlqxBp1I9AUaJi2hzmxhiteBPhYjoJHQx2JEYxFWrfkZ9Y46DBoDgWgAk9aEP5qsbKyyTETprafBnI9KipyCqiZe/iUkrpn5XRRV4a7Nd6QR5oFoAG/EmyZp4wg6QFW5c/Md1DvqEtr9cZIaVUVV1bQXTIveglFrxB/1Y9KYWLXgJqYWTscb9SaI7Kl9/gMG2UgwFqCqYCq5mtzkuRjEfNaitzAuf3yiCkFG5ifzbkSSJJzBweV5IBmwiAcDJlon0ehoSHw/0TqJiryKtMz/+Odae01C6z81w/9wdOcT576fDM9wNPoPhf4eAIdCfw38/3fhTHa0OFBU2NHiOCQZ7ww4qe6pAUmhuqcGu9+ORqMZMAdZkhlXUMLMctthZ+cf7pyyyCKLw4RtopBzORRSCeUZX4cTfwl6i6iS279WZK4jiYz/oipRAQAw7iSofk7cf6Z/DRZdD+t/B81vw+hFcNqdQpv/gfkigCDrhHyPpOsz6o3L96Ug0Cn+HXMCMdPoxP05CQm0Bs56f8fAeaypp/qcr6IbNQpNxVLYvybta4teZcmoMEtHhYEgEMMTltjdq2Nnr5FdXRp29mjZ69KKe2wKYrEYtXV11NbV8SwaIAeNpDLpueOZMbGcmfpiZuQ7mF4YxaQJCgNiWQMRDwTssOvvQt7orD8MP+Nekg6d/f8F0ujvL//iC8XSyPn+GvCH2r+/fEym7PXh6N8fSiu+//fxcZTkGbB7QnS5g+i0Mjc+vT0RwOg/lw5ngOYuLyadzL5uH52uICNt5ozHzhQQ6XAGuOrBDYSiMd7cGeLKEyZgMetRVTURLDl95shExcFQQYMtzXbmjS8cEJSYVmbBoJEIxVQMGolpZZa0OW/d56DEYmTrPkdi7WOxGM1dPsaV5KAZrmfI54ThGB0PB7lGLdPL8hG/Kf+9OGpEv6Io1NTUUFNTw6OPPopGo2H69OksXryY66+//mgd9qghHMlMPEUH0X+KqjH0GUJoESVGLEN7TFWIqMqAdrHlIKSXOki7Ek37KI2sIhaT8DYkScRVq1Zx1bcv5g8v1fPbH0HU68HTWI/eNhutvghiB1AH0dnVyJntWmOqgpJhOcIxhViGsYqX3cxzkCQlYwQyNoi2YSoBm9ZPpgEhKvwyIRwbZE3lzP0rSoxohmNEFAUpQ1eKOvi1FItmbldimY89WD+hwa7V2CDX6iDtkZhyWJnkWq1MOMMcFFUExg4H6iDnLTIIAawMsn04nHn7wdpjMSVjX6FoLOM1FoupGeemqgwriz8VkUHGNFj7FxV5BaXI0WwmYRZZHFVIkpDr8XcLAt/XJTR7H12RlNoZvUgY3oHQ7/V3wT++2mdMuwgufh45byQ2SYJvvgN3FEHHVvjjVPhetQgigOjrwMdwfTPcP1Vk2etzIRIQVQFeRyKjP7dgNlFFg2fXFg4YzATl5O/oqlWruOqqq3jooYe45ZZb0KgqFEwCRxOeXVsIl53BCzO+zH7JJwx2M0xbBmxBZ+Kzy5BPndmSCDSofWsT0Gj59serEvI3cXI/GPHx24b1UHocNlVFqvkrV1adgBp/IVFVjEqUoJx8vDZqjfzow+sHkNwAZq0Zi168mCmqwqo1PxsgDZTQ7kdk3F/51uUDCG932E0oJpIvArEA//vxL5laOI3Vy25NvCzdsuy2RHa9O+zGarCydWsyKSST1I6iKvxi3Sr2uZsxaU2EoiGqCqcOkOep7a1honUS+fp0QkNRFVrcLYlgQFyqKP7v7cffiSzLA0h4VVVBFS99jqAjYco7mGTQcF4IU2V4JKTDMjg+EuivgY+qYtJr8YWimPRarIOQFvF5xqImIr6RaHMOEvWN4LZNt7PHJcyWbzv+DjQpfyuDZecfrlRQFllkcYRxyT8PLdsDKYSyU7wPG/LhX9fBlgf6tOEPiozx8qXg7xHE80e/EcH0aRfBif8P1q6GZ8+HMScIQr/6KejYAhe9KHT7AWIh0BhEgF/SgxoG2QxKkAF+O8VVKIoGz+5tSW1ZSQLbBHC3DToVz+6t5Iw4CU3xVNi/bkC/UYzoZBXMheA9SJ5eZfHIMIurysC5DyQJT0ihuleXkPzZ6Slkb5dvgA53TJWo61ao697Pc2iBYmQJJtkUZpSozCyFmWMLmB5uxmQb0VeteJgZ94Pp96d+P1wpoGMcmaRq4kS3JxA5pAb8cLXvQRDTm/f2kmfQsnlv77A05YdLDKeO47SZI7loYQU/e2YHVpOOLc32ARr4nkCEZze0IEkSnlCMiaW5lOYbhxx7/7WAOJUlpVFag1UkpJL78aDD9LJ8rl4xIWHq23+OWq2Wd1et4Pn3NnL+igVotcn1zbT2sViMs+/6EKc/gtWs49UbTjhmyP7DMTrOYng4akT/xo0b2bx5M5s2bWLjxo3U1dWxfft2duzY8R9J9P9HQ2dCVSHcmyzFu+qqq7j2x7/kj/fczG9/JNoijl7UmErWuiGLLLLIIossvuCQ5XQd/lHzBIkffyU5uAnKFoi28iWI7ME+KZ/2zSIzTlVFkMDblZDJIeQCv13sk8joXyLIiUhfNnzYD6MXIB3YwOo9G3Bp9VijYaTFS1BlA9GAn6CsScvgu+qqq/jBD37Avffeyy233CIaNTqQZKLBABpkdFpjisFu0o/HlzOFXH9jiqyPgDXkotLvps5sodLrSMj3KEiC5FdVZFSMKgRlDVU+O7ZIAFvLOiRVRVVjQr4or4jJ1kq+NuVrTDOW8Mtd91LbW8O4/PHsczcTU2M0ORsTJHc8gBCMBXEFnRSYCxMZ9WmnCDlBurd6WtOy551BB5IkYzVYk4R7HyGuolLduxt7oBeNrB2gn5+J5M5kPpuasR+Ohfl/S1czvXB6Wun9zUtXJzT3b1r380QAIiE101uDUWskFAtRWVCVMNwdjKB3hVzUO+pQEMT+bRtvQek7bxPyp5Cvzx8gGXTz0tV4wp7PlKF/tNFfA1+WJIKRGKASUt04/GGK8pJEgqKo9PqC3LP9/5LVDuErqd7fTtUoC03O36GgUO+o42drfsrty+9Mq3Ton53fv6JgOLr9WWSRxRHGcEj+VHz4m6SBbMsaQBbSOBLC2P7AJ0JnXiIp5dP2MUS8QtLHVAh734beJkE4d+2CtbdAYSV07xLmunOuFhJ7dc+DagYlDLZJQt8+6CKRlKfPQ9WaUYJ92fFKVNzX7aLa67Xjp3DWmvq0oPzSNc+j+H2oyKLyQKMXmvnRZGW7s/Qkil0bwdsOGqOYn6wD516xgQp5elg0WmLRSC9UXQgXPInX72f3w9eyc8vH7NpvZ2evgT0OaUDmv6JCvV2m3g7/qAM+dCFLBUwqjDFjkpmZun8wc9Yspk2bduTUJ1KDAar6H0v6D0VKq6rKnLE2tu5zMGesLdGWeg8+lMxOKsx6mR5PiKZOL1azDrN+6L+VVGJ4zlhbxsz41HFct3JyQm9ftMGOVidji3MosRjSSHEgMa8OV5D7LpuH3O9vNzXIkEqqxzX4tzTbKbEYiCnCv2CwSob+c5lRbmVXqxN3IMxLW9p4r6aT02eO5PrTKzMGNrRaLRMLDWkk/2Br39zlw+mPIEvg9Edo7vIxcWS6o2I0GqW6zc20MsuAPo8mjqR5sDcYZXebiwVF/90Vikft7FksFmbNmkU4HCYcDuN2u2ltbT1ahzvqsOUZ0GlkIv2yq3MMWoyyhmC/TGaLrEev0eOPhdPa8/UmoqqCO5JeSpKrNZAj6/GTvr1Ro0NRjIAnrV1Gg6rJdPHKYDClN0UCSBLoC4p47czlnPWvj3jooYf44z0388wb+3jtK2cCoLMVImkkQEQhtZIOjaQZkI0vR1VUNEj9svH1Gi1Wo4QzGElrLzQbMGtN+KPpBq9GjQFFVZGk9HbQEQ4b0Az429Zg0g+8ZGVJQp83sCxZkiAkSwNuOgAeSXglxPplsxvRoZM1RJT0uWkkA6CHfudHgxGrQY8zlN5uM+oxaDR0+NLnlqfXkm/S0eVMP/9GvQZThhuaViujy1ByLckSRlPmCOyIAhO79zGgusJk1qLTSET6zTnHpMWo1xDslzkuTHzDWPpp2bfb/eg0MkUZItslVhPeQPq1mmvSkpMhgh8KRek44GbM+HQpkGhUQcrw8inJEpFILOP51Oo0yLI0IBtfn6NHq5OJ9svGN5l1BAIRTP1uIM5e3wDzYoCifAPWQhPO3vTzmWsxoMnR4/Sln/8co5Yc08A5h8MxDrQ4B7QDFGaQNpIkKBiG5FEWWWSRxadCqlb/gU19sjwbENrAfSa9gZ6ktE+q3I+pKBkkKFssZAXCbtDnieqAy94XVQDxjLt/XJKun6/RwXe2Iv9lbpKUjwSQlBBakxmjEkvL6H/ooYe49957eeihh5Lj764BQGs0oUUhEg1S6fdg7Ved1zb9h1Ru+G6yoagKempRgRuaNyMD1rhev87InWOOoy5HVBn8ZP9W8qNhXDoTd4ydw1XTVgizXk8Aue1jVkf02E95iNs3387/bfhVGvGcr8/npnVJQvo3S2/BFXJxx6bbqLFXo6gK3333O9x/8p8oMBZSWVCVyOifWjiNn877GfmGfH6xbtUAwvyOTbdT76hLZPevXnYr+137uf6D7yemefum2xKmt6kEfJzM74/+5rOpWf4GjYH/XXcTVYVT06oJPGEPTc7GAfI9cW1/BYVANMDvT/oDYyxjkKT0bPr+pP1vlt6SOOZE6ySanH2mxqrEJ+sW8729m1n91YmJAERtb02aue/qZbcCfGZpnk+DeMa81awdEMyQJIn7LpvHvh4fY4vMOP0RZpTns1//ELqcdu7e/knyHPWR8rvaD1AwVcj11NlreeirN6Iqs8k3abj09T8R6HuubnDUD2kqDAMrCoaj259FFln8G5Gq9d66HiqOFwawqgIzvgGn3y20/I35IiNfUZJSPnmjSUr7VIrqt55q0OXCwY3i/hzygCEPgm7460KhFKD0vZ86GkQ/phKRaX9wE+SMQIp6kQ16iPW9J2Wo2E8NyteteR7ZnCd+B0MeKJwMvQ0ktQG05Lp2QLAX9FZRPVgwHuwNA/pFCQt9/Z5qeOsGchf8gEXa7Sw6eQI07wNieGNGqiNj2RkZz859DnY1tdHUG6O/AIOiQn1PjPqeffzj418BIMsyEydOZMaMGcycOZOZM2cybdo0cnI+w3uYqqaYJp/0H2nMOxQpPWesjfu+OZdHPtrL9x/bnJFwP5TMThxd7hC+cIw8oxZfOEaXO8RI2+CBlzgxXJCj542d7WxqtrNgfGHGTPD4mFMNehVFZWa5Fac/jD+spAUCVFWlcmQede0eFk0swmLSZ+wvNfs8Tqqrqrh/5+o1OAMR7r50TkLy51BzKcw1sLPFQdUoC2/sbEeWJMKRGJv6qgwe+WjvYWW891/7cSU5WM26REb/uJL0azvV3NegkXjn5ycRjPKZpXQGw2DBkkNVfxwKuUYtM8qtQH+O8b8LR43oP/3009m/X+jHjx49mvnz53PNNdewYMGCo3XIo4pZ4wt55IYTeOBftXy0q4OifAOlY01U+x3YDAYmFlqo6XKQq9dR6ddz8IlWFKuWCZcUs8/Ui1aWqcgpYK+7G1mSmGQpYb+3F1WFMd4Cmp7swREMUvnVEg6OcBKKRSkzlLKtKcr/q41wyZwKJo3oIqoGKTQUYTM6cEh28gxjMHvsSDEPaIpROw4gK12oVTNQ2nvA2U7Y6SbqkTGUTyQUzgPglltu4ccv25hRVMBfbSG05gLyJlWiMelQwl5awmb2BfZRaTXjDltp9fWSozGyUAkyqWstqscKkxeBIQhoUZ0hchvf4JEyE09Fl/Nii4JGljmuwoxdd5CtPSoLiksIxOzEVAWLrogt3Q629ET56vhyJlu7UAnT3VvG3c/ItHVHufpL41k+uwMkP+7AKP6w1kBtt5MpRfk4g2E6vQEmF+XjCUV4T/VSddZozLu8dLS4GDXWhqPYxEPbD/BRt4drvzSVWeML2Wt38+dPatl6sJeyM0cwZm+E/dU9FBSZsRWYqX2/E2uTifILbDTLPeTqDJSa8thp76Hdl8vXJpmwGQ6CqqNxWwmP3+fAputh4mmj2R72oJFlZso5dL3WCjGVBWeUs1sOEI4pzDLk4Xz7ACF3hIWLyqjzh/EEIswcZSG4s5Om3gATpxTR2+3DYQ8wdmoxewwa3vIGmbVwNPJ+Fz0dXsqnFNIx2cB61cmEmXlEu1T2d3iZUp7P9740leljC7jw+PH88dUatjX1MqrQTF6Zjm2BXkqqjNh8BmqbnRTlGynJN7Gr2YEtV8/EURaq9zuwmPVUFOewe7+Db9z+Ad88dRLnLh5DKBLjiXebeGHdPjSyxFdPmMBFJ4zHqE8SMX+6bhkvrd/H395tJBCKsWi8iRsuXUp+SrBCVVXWf9DMP57Yhr3Xz/wlFVx82RyKS/MSpr4dB0UAIBiI0NnuoWKsjUgkxj+f3cXuHe187Yp5TKwsTvSZZzFw8+/O5ulHtrBr20GKSnNRx+bztiPAiGnFTIqo7KvuwmozUVyaS82ODm787kt85WvHsfyUifi9YV54egcfvNlAiVHL5Pmj2dHpQauROW52Do7ig0SXqlTVl7L3/V5iMYXymSPYEgwT6PYyc1wBzR0efKEoZ80v5/LTJmPr9wL9yZpmnnt8Gz3dPsZPzqNs1CRKU6LoX7pwBhMri3nyoc207HMwqaqYr105j/FDGCFnkUUWWXwm9Nfqv+w98HQI/dqSaSL7MLc0uX1c7sdcBN210LJOvOi3roeR8wQZIEnwuwrR3zffhcdOFmSDqpCmydf2scjsq1jal6kIdNcgyzHyZsxl9DuvpKUT3HLLLclMfiAmSUK+R5LImzGXPFnl0nHnkjvju0jeDvjdGEABSYPPOh0h3KOIfy95FeW+Cdw0YWHSCLhP7qcgEmR10yc4tQZAxRYNIyEhqTHqzXl9Zr0Sroufx6YqYC7i9jU/TTOY9YQ9CdL15qWrafO0UZFXgSzLFJgKuHrmNfzwg+sAIbVz1VtXMLVwGr9ZJgIBMhJWozC/dgQdAwhzi97CVW9dPoBcr7BUYNaaE1r9cQK+prcaZ8CBxZjPz9fcSKOjgarCqZxvSvdt6i+HE8/yb3G38MP3r0tk2aeSyha9BYPGgD/qx6AxJKSIUn0DjBojZbllg2bwx+dX21uDO+xOVBbEAyW19lpC3hFEw2Z2tjqJRo0JKaRJtslpgQZH0JHRVPhwcbjSQMmMeQcjp/6TmL4tPcCiqFz32GZ2tDgw6bUEIzGmlmsw5HUMkCVKkvJCrseQ10FlQRU2U/KaCPclEqkqaKMjyNNahhxf/4qC4er2Z5FFFkcQg0j+ZkSq1vu4FbDyTlhxsyDmrRXi/myyij5f/wH01kNOsbjXutsgFoayJULap2IZeA5ALCBkfz76DZx2N7x1AzS+KSoAZL3Q6xcDFca1mhxB+qNAwz+Rx5xE3oy59L7zyoC5nLVG6PanBuVvWVNP9Y+PQ9ZKsPAHsOznwmdgywN9QYIIxmCfB17YCbJBPH+gYaC8ryoCG0oYNv0JdvwNon7wtAvfAa2BXF8PC2fNY+F5j4r1CbrwxbRU797Nzmf+j521jezq0dHY7hmgEKwoCg0NDTQ0NPD8888DgijtT/5Pnz59+OT/F8iYN45UUnrrPgcXL4qxdZ+Dwlw9b+5sZ9NeOwsmZCbch0JpvpFxxTns6/YxrjhnSKkcSErTbNzTiwSU5A2eCe4JRHhzZ7vQy/eEuOKE8cwbX5jQvk+Vy5k9xsr2/Q6au31UFOXw/VMnDZjHYNnncQ38bneQxkAUjQTPbGjhh6dXZpzDYFr83z91ElqNzHvVHUiSxPxxBaiqysY9vRQPMc9DQaPR8OoNJwyq0d/f3Pf/Xqim1e5P82A4Ehr68bkPFiz5rP1LksTly8dTXV196I2/wDhqRP++ffsAmDBhAmeeeSbz58/nuOOOQ6//z32wHFVo5v++MZe3d7fx2w27sAfCIEk4AmEcgTDTcvMIvHaAAx5xk/TbI1Tf38Go4/IJnRah0S1MQWOqSqO7C4vOiPKcyu49HYljVD/eQU6RHs05I3m/K274JvH3LQEsRgt3nm3GrE/q4Hl0djw2maL2QjTN2xLtktKNXCLRvGc6a777PvNun0LZabOpuPRrPO0KYiqUuSZoA1S0eRZGfflCdLlawhEHG5wHEmXl4Mei97NUtlK1bz06RWjAEnCi7ngDiieDuz2h45uDj29pX2flpHJ+L42nWxWGujEF1nZ2U2AwYtJo2d6bNIv9+x4nNoOZ3L0VvLc1gLixS/zl5TBPvV3ISaeM4ZV6L/FKg/oeFxoJ5o4uZMuBpGFvrRREnqlh8fQJrGlygEtkJTQecPOjP3/CyuWjea+zHaXvwaRNDdM2DpaVV9D6Tiv2HrHeztYAzt8GmHJWMe1TXTS5heRRdyjC73dHmGUeyd4HfXR39Jn2hiK0P7+PMSU6dBodB9uTczvwz/2MLjKSU2iio7450X5wfStFOTqmjbPR+v6+RHtTfQ9anczo5WNZ0+GGvkqRHY4Amnw9i5dOYH3ICao4D81BL+SpXDp/AlcuS95QJ4yycPfVi3hu4x4e3FlPR0BENLvCQbp0QWbPLmT3Tjs9fWvk8IZxeMNUlVvZ3+Vh1z5h2usJRLj/5Rre3NxGjyuYyFyPAI++3cBrG1t46ucrEuXfOq3MhcvHs3JuGS5fmO7W+jSSH+D+O9ewaf3+xOdN61vYvqmN2QvK2bgu2b5/rx1JgplzRrFz68FE+576Hm7+2Rt84+oFnHJm0vinrMLKDb86mdfebeL3b9cTdYg5d/gjdACLlpTTtfkAzjrR7nIGeeSPn7D+g7207nfi75tbzBeh84N9TBubj/LlKD2avvOsgeapPeRNNNDzcT4fuZNVGTub7eQatdx99UJmjS+kP/7yu3Ws/2Bv4vPeBg8/v+4V/ueXK5g2a2SivWrGCH59z1nsbexh4pTiAf1kkUUWWRxRpGr155SIF/cXvpZC/L+fLjXQX+5Hnyvu/yNmCTkfFPEiDuL7zuqk5j8IYl9nEtI9uhz4y2whGSRrRVVBy1o0gXaMxeMwT5iCv6mO144Xv/MxSUOzKWkeS0AcxzyhEmNxEZpQL3nmPFFF0FNHQgdYjWHpXpP8jAL2PQOMgPvL/dw55jjqcm1M9Lu4LaBiPbg5zU/A+tS5cOVaXGFXUntfVZkYCWLViaQKRVX45bqb0khnAKs+P0HIg/AsigcICk3p95A0o12tifI8YeQYJ7rj0j6QrtUfioWYaJ1Ig7MBFZVr37uGstwyGpxirLW9NfhGJY2F+2fWxwlqWZIZYxlDVeHUNP3+ONxhN8GouB8Go0HcYTc2oy2tPRAL8PO1Nw6Ql+k/P6PWiEVvSassWL3sVlxBJz9/qhG37GJaeR63bvk5+9zNTLJN5tZlt/PL9ck1lpGGNAgeDqJKNC0gMlSwIJ7Fr6oiU16R/YS0LUiqmpG8V1TwhcTzbE1rlMXjp7DHVU9lQRWxiAnVoKaR8mPCV3HryklYjTZUVJxBJ/n6fCbkT6HeUYsa0xLRtvOztT/jjhNuB1XKqMM/mG7/kUBW+z+LLIaJj26BU389vKxuSRLkvqtVGPhKEny0WhDGY04UBr1GqyCPW9cLMtnXCZPOho33iv/3dsDkc0RgXZ8DHgdEI7DzCVhwnfg37BdyOfmjwd8LIfEOiKpAtK9KW9JlvD9nQv+gvLG4CI2vDfQmMMdgwY9g858S36sI3xQkrQhUhL1k9vDTCMPgiCrGFguJZ4ecIrFvT7WQ/Kn7B7xuESa7Jis5qsqCnr+xoPAjWFkMhlx8pSdQvXUdO0Mi+3/Xrl00NTWh9PMCVFWVxsZGGhsbeeGFF/pOi8SECRMSxP+Q5P8hjHmDwSCPPPIIGo2G5cuXU1mZmRA+ltA/87o03ygI9729qPCpiWhZlnnk6kWJrPr+Ujn9EZem8QQiPPzhHrbuczB3XAE5Bg1ufzgxVl8ohqIoffyPlLjeUknlVH+Ajxt76HAFMes1tPb6E5UFw80+F5UJUWQJYips3NNLhzPACKtQ3Ij3AQww8PWFYgmS+ydnT+Wakycl5nHvm/XYvSF6vSFOmzEio1RSJvSX+9FoNAPkeuJINffVaySau9yUWnMSvgWHW1EwFIYKlhwJZJ9FjiLR/8wzz7Bp0yY2b97MY489xh/+8Ae0Wi0zZszgySefPFqH/VyQn68nnCEi7/OGiXgiA9pdbYGMRqvuSJDI/gz99IQJeTJsH1TRyaGBA5IUCPgGNksqPXtF+67bnyZ/chl540Yx85Zf4N/XiO5VG5JOx/hrfoQuz4DWGKTLU5NC8ieRo/iSJH/aoLqTZn0pKFG78TNyQLs9FMSgGXjZOUJRWvcPaMYdUKntHPhDH1MhmMEcVUHCrc/8h93hCSRI/lT4UIhGM52HCGFl4Hlotkfo7hh4noNdEYIMbPf3BJFDA/sP+yJE7APdwKMRBZeUybAZ3GYJ+p8GSUJrljP+oJksuoyWygElOkDCB8AbjODPYHjb7Qzg8g+cW7cr2GeElH7s/Bw9+Tl6ujOoddl7Bl6rkYhCT/fAdlWFUDA6oH2wfgB0ViOZvH+9UYVIeOAXvb2+BMmfCp/TB5oMa6QP0Z1hTN5glIK8zGXw9gxzi0UVXM6BJWWyLGVJ/iyyyOLzQ2rWvq8rKeXTul4EAFIz+iFd7ifshZGzoXNHkvQ35EHIjaJEcb16NdZUxVw1JvbR5fYFBFQhGZQws1Wg5nm0c66j9Mtfp+XPdxDzuvuy92MYlSghWYNRiaFRVTS5Fkq/fClabQi2PgTbHsk4xYnbfpHe8NZP0o2A8ydjLTgAXbtQgBZDHnW5BcQkiXqzlZ+VVXL7Rc+z+pmv4Nr/nvATkLXg78aaU0KVdSK1jjom+Zzc2vQJTvdyrJevwRF2JrLV6+y1OHobuKv2EerstUyxVfLtGd/hwV1/SUjwWPQWHEFHWha5K+RMBAT8UT/NrmYe2v1gQvP/N0tvSWzb31D3W9Ov5kcf/iCxb2NcBgeYZJtMjpwkJlIrB/oT5Jn0++OwGqwZgwBWg5VJtsmJSocmZ2NG0r1/cCIeKEhcnpKMzVTAHy9fQLfXzw8+vIwOVyDRpyfiSRsbkCb9098g+FBQVYWfr7kxMe7a3pqM41ZUBWfAyaqnG9nV6mJmuZUZZfnsalMxRCsSGf3xMcXJ+9SM/pnlVm5ffhuuoItVTzdy7nsfJfTz+5Py/QMx7j1fobdrL4WVTyJJsMdVjzPg5KanmwbV4e+v2z8UhkveZ7X/s8jiMND28fCzulUV3vpJkiRe/gvx/zmlsOsJaH4Xxp8iggHjVkDzezDpTJH1//gpMHKu8Nhp3wTI4v6OBMRE1vzbqyASTurlO4TWPrp8Ic3nbiYZMO97B6x5Hu3c69Puz3HEg/JxaHItVFzzU7TaEK5PHmfd26+x16VhZZmHySk/pwmrUjUCnjawTICQM7mBdTJoZOjdAzqzqDoomCSCGBGv8BeQJMgrE1ULuSPFM4qzRVQ+BF3Qtl4EBdytUGIl57w/suAsDwviuvmqit/eTvWeNnbu2sXOnTvZtWsXjY2NGcn/pqYmmpqaMpL/8ez/6dOnk5ubO6Qx7/r163niiScIBALcc8896HQ6vv71r3PjjTce+vr4NyGT9nsmwv3TSK9IkkSuMbPOPoi190eUBMEtSRIWs57rT69MZMbf+2Y9b+xsB1UVMjxI4hpTVbQaidNmjEhIC8VJZbNeptsTpLEzyv9n77zj5Kjr//+c2V5ub3ev11ySy5Ukd4F0AiTUUERFFEVUqu2LYKUK+NMv0rEgNlBpgoAogkgLLb0nJHe5XnO9brvtZeb3x+zu7d5dICBR9HsvHjySm5vy+cxsdmZe79f79VILyr1yIhhNhvDKssz9rzazp9PBinl2vnV21RHV57kWHSatGldAIfs1KoHrn3pnmvf/Z1eVsq/LkQwETpD8qftM2CdPBCLs73ZSVWhh2BMkGpO5+rG91JRY+e45lWnnZOr5OtqAW1mWCURk3rjpVBr7J1hYlMGv3+xIyy34sDz04f0FNX8QTA3q/iji4MGDLFmy5Jjt/5gR/UuWLGHJkiWsW7eO3bt389RTT9He3s4777zz3hvP4kNHyOFh65X3UXPDReSfsgTb0uPQbpsAAQx5Bgj1wfhuZO10cn4Ws5jFLGYxi/+r+OQnP8m8efM44YQTOOGEEygpKfl3D+nYwZitKOz79yiK/oQ3fyoM2VC4QrHpSQT4SlGI+OB/DoLeivSzkklbHMOqpC1OEhEvZC+G8SbIWQQjdZO/q/8T6rJ1GHOPo/Tr13PolecY6u5AkGRkAXRSjKKQH2N5NXnnfwFjrhm14wDUP3XEaQlTQngZrUNQm5JBwJZCH67PPI3l71dyix4aTTZ0agOxWBAEgTZnG+6IF9vlW7E9uhYG9iCVrMGt0mAFbl97H+5H1mLp3ckt81fRZM6kfOO3UGuMSfFEZTiE+NAymqvXKQUEZzN2g50fn3QHfRN9FJuLuWXb95NE7rXLr8eutzO1kP7dTd9K/r3d1ZZGjE8l5GVZTnYOGNVGyixzaXE2U25dwN0n35t8Jpdkifv23pMc6/zM8mkEuSiIZOoycYVc07znU+2JEqpzi9bCjStu4o5dt9PhbqfSVjVjLsDU4sRUlVoq4RyQRwnEJgvkZZa5yjxTTBhSA4LbnK3cvO0mvnvcD8k2699T4SVJMkMB72QuAEpBZOq4k0HDjiZC2nxi0gXU9bp44TtrEUQBq/GMGT36E+S91aDBFYgkvfylmJH6Xvc0//xUUj4R1hyTYzQ5mhgbWo0UziLiLUJvUax9pJjxQ/Hhn4m8PxJmvf9nMYv3geITpqm6j4ipti9rb1a2P7xZ+b2lSFke8kySyTqL8mfZKdD5hkIsW4qVoNuFn4X2lyHoACRofoap9xcAIm6Yf4ZipROeUKxyBI1CxI80o57oxJg7j9KvX8/w80/i72hOt/ERBHRzKxhZuJJXX3yBrdu28E5zNzFZUTQ/arKy9+Lh+LoaYrKAOjUDz9MNaFD6x1Uw/3Q4+354+SrluaN4jVLMCHngqU8oeQSD+5ScoFy7MmdBhGc+pRRI1t+rbDPWrBQDBFGZV2pY7mvXYux+mxVlp7Liikkffb/PR8MjV1G/fxd1E1nUj+tofR/k/7x581i5ciXXXnst+TMUd+bMmcNNN93EeeedB8B3vvMd/vKXv1BbW0tubi7Nzc3cd999NDc3Y7fbOfXUU7nkkkvIyprePf6vRCpJnlCMZxg0ScL9aK1XUtXmwIykdKq9zS9ea2Fzo4t9zma+dXbVtByAiUCEPZ0OwlEJWZboGvOzuCiThn43tSWZOPwRrjylfNrYht1BPIEoAhCVYUm+GXdI4heXKCG8Hn+YV+sGCUclXq0b5Ip187EYtTMS3f6wRI5Fz9xsFaOeAB5/hBK7gT2dDhAUi6FX6wbZ3TGO0xeme0yxKjJqxSOS8qmk+PFz7NT3upgIRnjxnX4O9jgJBgLsd7VMI/KPNuD2SAWB1GIG8KES8+8nqPn9QpZlHt3cyYp/7z+T98Rzzz3HL37xC77whS9w2mmnfej7P2ZE/1VXXcW+ffvweJRKb6KqUlDwn08kxyIzV4jUCDPouZWgUEmWkKeotFUIYBCITaTfLFQqyFRLjM10kIAEGdMXR9UaZopmVaknl4YcHvbe8BD6XBvrn/syAjnKzW30LZAUtZgQiCmZs1MQPMJHRVJrEULCZDU+DlGtRSeLhKbcCEVE1KgIMUURLQtoNDO3aJl0M59vvWbm5Sr1zF8UJp0MM4jARfXMx9WqZjqjoFarEFUC0hRFvEqttIJN7Q4QVQIq7Qz7EkCYaTmg08y8XHWkLraZZPuAMIOCHeAIpw4NirJCnvLgp9UJqEIwJd8QtVogHJMwHHFgMxzjCHMWjnD9NbqZ15eOoBiTZ5Lzv8txtVo1giggTwny1ahEYpKEJE65zpKATiUwtRdDFGSkGVtNjzwH7Qzh0u8GbyCC+X1Uz/2+MMYPwYc3FpOIRmLo9B9OO90sZvGfhBdeeIHOzk527NjB9773PcbGxnjrrbf+3cM6Mj6oikWS4LHTYGAvUtFK3J/7K1am0ACSBI+fBv27leDey7bA46crarnC5ZCzELxD72mLA8DYIVCb4iR/wj8fiAbh1W+jOfvnGPKXUHHp1ykbHWO48SDRQACNwcCcyoUYcrJRq0MKyf/Kt5Tt4ntxq7WK6j57MUz0IIc8CIJqMjiwaBX0K8WHzGiYmzVhmrZ9j7mZFjo0yvdyMBZEr1LCb6vDIay/WqQUPy7fjOQf5eYDP6d5w2VJmxvb5ZtxPnIyjeZMZEGkdWLSrk8URL7auQtJilLlc9KckZ1U8CfI/fKMObRPHCYmx2gYP8QVr11Kha2SO0+6m4X2RTQ5GtMIbVEQqbRVwRRiXJTBFg0jaSXcYQ+Pnf0ELc4WFtkXIYjCjKr8BImcQLu7jZu33ZRmWXMka59Ue6JKm/LinRocrFPpkJCIyTEkWUIlqKb539924u30enr47cHfcGXKOUUW0gjnBy5ZlpZBcN/anyIjp43r20t+QEAaod3VhoREw1gjn/rFq9QUFL2r2jxBbh/sCVG4qBi0fcmCyNQX0MT5kuQYGtMgam2AmoIisjJ0yXVnsgtKVdTbTJrkuOdnVlJT8plkZ8BM/vlTCyLOgkLqe92URa7k9jPnxwsxWmpKMjk0OMDigsIP7MM/E3l/JHzY3v+zNkCz+K/GyTcdfRhrmu3LKbDpx0pHQOnJoNFD98ZJOxhBUP5MBL/OOQUu26h48Xe+AQgwdBCMeXGi/z3Q/DxkVSsBuYFxiLiU5f3b4e9Xojn7Z5jyaim98mqCo2NM1O9DCvgRDUYaZR1fve0uotG/p+xwcs7OoIAsg6AyghxFRTj+exWKTa8MRBQ7HjkGjc8qGw7sVQh7jR7+eKYyx3lnKPOzlCgFibmnwepvwTMXTBZIQm5QaRW7wGhguoXOu/joG8UIK1R1rFhXomQdXPYSAXQ0NDRQH1f+19XV0draOiP539HRQUdHBx6Ph4ceekh5PktR98+fP5/58+cTDAbR6/VcfvnlvP7662zcuJHPfvaz7N+/H5VKxbJly+jp6eGxxx5j+/btPPbYYxiNRiRJek+Lm2OJmQjiI6m8p1rITN328rXzppHSCcuafV0OFhdn8lbDEIHIJNmeYdCk7dOsV7Ninj2u6BfIy9TjDUUpyzHh8kdYOS9rxvGZdGrUAoRl5ZM4EZY4YUF2sngwyYwof3qDkWRXwNR5mfVqls/LYlfbCAPuMBIw5AnxmeWFqNVqXq0bxBOIoFUJ+EJRFhVl4g1FGfGEjkjKp5LiJp2Kn7zczD/e6cdm1NAz5qPUKs5I5B+tav5IBYGpYb6pgcUfxv35aIOa3y+8wSj1vS5WZH20RQc/+tGPcLvd/PnPf+bJJ5/k7LPP5sILL/zQ9n/MiP7ES3BWVharVq1i9erVrF69mtLS0mN1yGOOQDjK02938OzmLublZRC2S/QFfWgQWOHXM7JrmIJiC2q1SG+3C0SBwpVFtISiGHaoKFsiMWZSfPrnZWTjDPuRrpKZ02qk9fkRZBk+dqqaTy7vQiU3s1lawj1tZqIynIaPzzVsQ36jH/H81cTONiNoISpZGQsaac10UZxxMiXd+1BH/QQnTBx+JUp4Rz01Fy6jY1M7/hE31oosTrl7BZnhDRC6QPkESH6koIjrbT+B1//E/JoqRj5VxUSOgCSr6Pfl8tyok5KM0/l0rIsyfyeyqCJQfjxeawSVXEZGnxPtYCsyAtKCEyAvkztRsWlA4IXDStU+h3y6BmA8KlFZomGEfhAgS8hhcFiDKzvCkgI7h+qcxGIyq2t0nHtqAEns4aSJfB7bFcEblliQo2VNZQyvdJjK4jxergvjCkhkGXXkmQ3UjTqpXWWnp9mLyx2mIEvFJeer0Ge0c2Ysl6f3qWgfi2AQVZSLFg60upi/dg66w24ch11otCrWf7yKj3+mhsGImz937qNrQgl6mW/JYdDvpug6C5rdKjrfUh6WyiuzGex3odNrsdmNdLQqZZqCJfn06lX0hWNULrAzsLsfJJnc6hzGbHoavCEWnzSH4Z29xKISpXNtSgBrVQ5/3tTJUxs7CIZj5OcasM/V0eB0UZtvp9PhwRuOYlPrKIgY+ONf2xnqDHDl2ZVkZ+rxToR4/umDvPVaG2uqszhcpqJfjmAQBJa5dPRt6OGEUitDmTq6JoJoRIFVFgMj7wyxItvIRL6ZJlcAUYQTTjbht48zX9QQ7rKwf79SLVm4yMq4JsSVz23myuWVnDa/8Ki+9L/9/VN48S+H2PBiE5GIhH2OleCcTLaP+ViyrgzHnn7C/gg5eWY+d+lSlq4qYeNrbfzt6YNMeEIY7QYMtXn8/tAgHX+CSNSCRi3i84Z54c91vPlyCyfOt9NjUtPrDaPXqPjsunl87pR5HD6niqce3kt3hwOVWuT0syv45OdqGR/18dQje2mqHwYBFlTlMDwwgfEpDbYzjPTmKde5dNCO4y0/JaEJKiuy2OP0ISNQW2vEvMDL/e1vcF54MesKF6BK8fO9+rq1vPRcA6++0Eg4HMOWreXyr5/EkuVFR/Xd4/SGePS1Vl7e08vJi/P56rlV5NuNR1w/HI7x6guNvPTXQxTPsXHxlcuYX/HB7ID27+7lz4/tx++PcMHFS1h7evlsW/4s/k9hw4YN7Nixg76+PqqqqjjhhBP+3UN6d/zlIrj4uXRv/aNB3JJHkqLcrJdpfv1yqjLLuX3tfYhivFjpG54M4B3Yq2wjS4qiv28nPLIOpCjWaCTdz34qyZ9AwjIACT79NPz1IuXHgBNe/Bqams/jWP5ldKU55BWehiCDGgmLFEAV7IG6ZxQlfwrJnxaw+7GnER8oV17QZBm+9BbkVCk5A3fbIOLFrdbSZLYhCSIdagG9qCMYtyqMSBHuH3cyp3e7so/DW8A3ilurTwuQdQadCID0ub+hf+t/CKRYHYqCiE6l49sVawCojsb43em/RxV04Q66kirtNnc7C6IybVqNIg5BpsXZzLWbv4soi8jI6FV6IlKESlsV1y2/nvv23csVKcS4KAOPnYrUu52bq0+jWatDI2oIx8IssFVw18n3zEhAJ0jkxJxSw2EzdZm4Q26Ie87H5BhN4424gi7sBnua0rzZ0QQCSEhpdkMALc5mbth8HXetvSctt+C2E2/n1m030+RoRIp3XiSOLUXTFeruYJQnzn0qLdzYGXQmj98w1shlL34TjXEYo8ZAMBaKh/gaqOt1Me4LotYEZwzYnfTQFxhs/CR/vPo45tpzZ3yuseqsVNqqlDlkVXPtN88hy6yQ/EdLVKeetxZnE/l4eeE7a9OKBamY1q1xojJmq1Gd1gliLZfJzmrGZq9GZgUCRz+mBFJthqoLLdiMGrqPsK4sw/9eWKsEWZtnHvvRYtYGaBb/9dhy5/vz6E8o9WVZKaqb86F/pxJ0v/bW9Ep8wAntrykK/q43Yd0tIMlKMG/QrSjfJ4aUgN1Y4t57JGFADMYPMXkAYXLdgANe/Brqms+jXvgZNIUFmPJPQ5YFBEHm+9+7lWh0ZttVAI0It++2UJOvodbqYo4FBEENmaXgOQxyVDmeHAVEZe49W5R5Hd6kZP1kFiukfMka5ffjzUphoP5JWHdrui++jLJd0Urw9CvnJehSlhus0330dRblXMoofxdE6N0G2dWgzcAQnmD5smUsX7588tQHAmnkf319Pa2trcTiCrmioqJk50DyOGcpnQPRaBS9XgmeffHFF4nFYqxatQqAiy++mPPPPx+jUXnn2717N5deein3338/N910E6IoMjg4yIMPPshLL71EOBymtLSUq666inPOOee9P2P/JP4ZxfjUbS9fO28aKT0RiCQDaA/2uOI2S/FP4xFU6N86u4or1s0HJj36TToV3mAUWZaZCESSY0wQ9BkGDWW5ZrriQcAPXLKcDIMmGdC7tMzGWbUF7Ol0oBbhhqcPsHxeFtesr0iuM1UJv3Oune/8adLJ5IyaQublZrC7Yxy9WsThj1CabcIbirJsrh2jTsXSMlta1sBEIJIsIKSS4t87V8lyONA9TjCiotsRZX4+mGYQFl528lwuXFlCvtVwxPuzSaeipsRKXY+T5fOyZiwIyLI841w/ijDr1dSUWIHpFskfJdx00014vV4iEUUq/tRTT32oRL8gHyMDo8cff5zVq1dTUVFxLHZ/zBEKhTh06BCLFy9Gp9PRPuDmpof3MO5JfXmD5eU2QnuGcIykS8UXLM6jLUND77g/bXnV3AzyV3rp97vSlheoLXwz2o011p62PKLLoX2LGtO2LWnLVTnZ+P/fpxlUOUm9SWsEHYUvjTDwq7eRw5P9BSqTgYKLV1CydAxBUl64T3v+Y4DAyx9vYezRrUieFK99lQrHxR/nmRI7rvCkdlkATtQJnLVYIoY3bUz6aA5GgwVZTP9HFYxmcNOrIm2j6evPsZmwGtQcHHCnLc83GfjSUgldRl/acrVgoN+diyM2gJQyZ52oZWSkhG2dLkKxyWq6Qa3iU5UmFpT1EJMnz4WASNfhMl7YEMSd4s0uigKnzM/i659cRHZuSuAfsHWwnVf7GhkNps+hTM7C82yIgd70ORTPseIqy6RpMD2/oCTLSLZRyzu9rrTleZl6vri0mHPOqkh7qRn3BHlwWzObBweJpijOzVo1Cw023jkwTigyqSLXa1RcvLSY7X9rwOednJtKLVJxYhH9B0fxuFKupyhQsayA0W73NB/58lX5hE4LMhpOn0ORJoveXgNd7vRzUZVj5acfW4U2pYtk3759LFu2jJkwOuzlwb83sLFjHCllbplGDRfWFHDhJxaiSels8PvCPP63Q7zYPEIgPDnnA8P55Jl1nOZpxDsx+e9TpRJYcuo8Lv7SUnIy9cnlsiyze9th5sy1k1+UHkazc0sXzz9dx2C/J235nGo7siTT0+JMW55fkknmxQYOR0fTlucZLHy35jSsunQyfnzUR9OhIXRmJytWLOdosKNxmDuePoAvJRdAoxb55icX8bFV0wunA31u7vvRm4ynXE9BgNPPqeRLX115VMdM4N4fvsGhA4Npy0rLbNz44/WYzB9usPrExAStra38pcmP7whdU7P49yHkn+CGc6qxWq3/0uPabLZpD5JT78/HGuvWraO2tpbPfOYzrFixIvnC9VFD8ry89Sl0/7Nnurf+e0GW4dFTcA7u5Yq4vYxKlnjYHcB2SbyD4dFT4uG6KD77VzfDz0qYiSyQBJWirI8EZjIHUNYhRX3/xTfhidPTVxB0jKsFfnLy1RRb5qBXaflcfxOmE2+CnxUrXr0pcKq1XLHoNGKCqIy9+ipsW25H7t+FoM2AiB9KT4TPPA0/KYK4Rv768tW0mGwgCKgEkWJjIX3+Qcozyrh7868QU9vmvjdITG/jC69ejD8WxKg2MsdSRpOjcdr5XBCViGVV0OnpmJwSAhWRKO1qgaqohJRVRYu7VSlMdO7FU7yK2/UyrUbrjGTQ/Mxy7ll7H/3efr6z8ZvE5BgqQcXDZz2mdE38tBinKCbPQyoqbVVpgbip92hJlnAFXdy79+4kafzjE+9IksiVNuXFstHRAMCirMXcftKdCAh8f+uNR1T0qwU1oZTCx89PeYDvbfp2ctw/O+UXyXmA0vlZnbWQO066C4CrHpkkfn99+YoZPWi/v/VGxUbHm4PaOKQ4NyBy/ym/4K7nRqjvdVNVmEFu1fPTOhJS93PVI3s42ONkSaltxmMlEI3FuHHLjbS7m6m2T4b1vh+iWpZlrtt0PS3OJiLeQiY6P83fv3fK+7a9cQadXPHapcTkmDIfWSm0JD4TmVrrByLPozGJrz+8m6YBD7UlVq6oFVmxPP25JXW+1YUWHrxiJar30eE5FePeEJ/4ySZikoxKFPj799Z9pG2A/tX3oln85yL5WTl4I7rPP3t0Hv2pmEoSr7833b//zHvgdyuVvBwAnRUWfRa6N4H7sFIMF1DIcCmhoAdUOogdDRmmYnpArgoEWbmn5iwEXRbE/OzsU3Hhj56ZpnA/EixaicXZUWrzRGrtAWpyopRlhON2fzHIqYGy0+DQk4qwIKNIId9LT1S8+LUW6N2qhA2r9XBVk2LNo8tQBA+6zJRzdYpyLuufVA5e80U4+yfKMnevUkx4/TolpBig+jNKF4UxW1H0l6xRfk4h6o+EQCBAY2MjkiSxZMkStDG/0jVpzlfyBS59K/k58Hq93H///Tz++OOce+653HvvvRw8eDB5f45Go4TDYYxGI1VVVVx44YXcdtttyLLMCSecQCgU4hOf+ARGo5HXX3+d5cuX88Mf/jBZQPhnMFWxPvV3R+MBPxGI8I1H95Bl1jHuDfGry1Yklel1PQqxfcW6+UliPkE03/9qM6/VDSIDZ9XkIwgCmxv7WbuwiCvWzecbj+7BatTi8of59eUrkx73Jp0qLdg24bE/dV8JUv3ytfO4+rG9mHVqvKFo0q4uMeaxiSB3X3QcoJD82Rl6xr0h7r7oOG54+kDavBJkfDQa5fQ73iIUk9GpBN78/mmoVIr90N7OcWpLbXz7rAV0j/n5xzv9vHPYxdIyG5evnQfAI5s7k+Ob6bxKksRdf2/g1bpB9CqZnEwjv71ydZql0v2vNivdDcDZtQVpdkczXcOaEivfO7dqxi6Rma7hh6nGf7fP2QdBMBikoaHhI31//uEPf4jP5+NLX/oStbW1H/r+j5mi/5JLLqGjo4Onn36a8fHxtECEq6+++lgd9pihb9SXRvJDvEg+EsA3heQHGB7z0RueToR19HmJLXZNWz4Y9ZApDExbrgmNYu0JTLMEio2O4Y+Gp4WFRuQQnnZXGskPEPMFsBaTJPknIRPpdaST/ACxGBOjLlx5xilrg0MtTCP5ASIaP7I4/R+8Xj1B2+j0CuNhpw9PcPo5GvIFMGdEps05KgfQ6oJI/vQ5h6QwoWg0jeQHCERjWK3hNJJfmYOEHI6kkfygvLC4YRrJDzDXkj2N5AcYinpw9U4P1O077GLYNP2fV++4f9o4QfGGK67MnvbylWXRI+nkNJIfwBuOEohF00h+gGAkRkvLaBrJD0rwa3gokEbyA8iSjG/EP2NYrGt8Am94+tyGIi663NMtappHlUJLKtH/bsjJM+OGNJIfwO2PYJ9jTSP5AYwmLeosYxrJr8wB/IFIGskPEIvJMBFOI/lBUcWtOqlsxjFVVOdOI/kBDjfN3OY61OsmNoNh13DAgzscnEb0Z+WYOOnU+ezbt2/G/c2Etn5PGskPEIlKNPY4ZyT6R4e9aSQ/KM+vzQ3DR33MBJoOTd+mp9uJ3xf60In+BMJBH6EZAqFn8e/Hzzb2Igh9773ih4SQf4I7P38Cdrv9X3bMmbBp0yY6OzvZuXMnDz74IAB/+tOf/q1jelcULJ3ZW/+9IAhw6dtYfSNU7bubZmezosbv2aco90F5wU0g4oUnzzvi7sTCFdhUmsnCQAJqE8SCSHIsXX3/+rWIJScpL+zKgEAOYY+AfHgLr5sPURWOYDzj94ovrzT9uzctYNfnwvr0JyZ/GS9aSz3bcIc8WItWIvTvQgDuaN/FF5d+kkAshCxF6fH2oJeh1dPBDRVruKt1q2KPWHwiGLPw3FdAqGIFCCLBiC/N9gYAWcYQi3JT2za+HLcCSlgqLYhEaNeoFFsjNZQjAYpaSyhaga1/NzeKIlcsmlL0iKPL3clNW26g1dWCGKdCdCodFq0FdCKUrMHau52ymEzHlMeQNmfrjMGyoHQe2A32NNW4K+RKUZ03c+/an/K9Td9GRlH393h6mGOZk640R8YdcmPWmPn+1htpcbakXyNtZpoFTWlGadrP1y2/gUytFYdPUaAnfe2N6mn5AAml+o9PvANPyM2NT7XSIz+MxjTIwuyFzMks45eXzlEI6+FBRrMbQVC6FVwBF7JkSqrcEx76m3bs5ZQ1y4/4oilJMlc9volBaxOCIKcFF7+XX31UiqZ1I9y99i7+57FNNPREqC2xYTdpkSRZ6TxQB7Dqbe/ZJZBq6TM/sxK1KCTDna06K2PeEAd7nEgy78tD3+UL0zTgSc7FWzn9M5M630N9br728G4eunLVB1bhf9g2QLOYxUcO78ejPxWp6n595nS7mdEGGGtSCP7gOIR8cOhp5b4T9QGi8ru846BnE6gNSieexqAQ/3IMUIOtAvyDEEoRNgkqkEWFXE97p47F1fJblP8XfhZOv4vVpxWxve9vXP7XCZoc700EesIi2we0bB+AhD9xhhYWZ4WozY5SWzRM7QmfoqzuCcTIBIw1wpLL4Kyfw++Ww+BuMGQpzz1zz4An1sNoo0L0W4qUIsGZ9yidDboMePRUpfAhA+2vguMa2POAYoVUsAx6d8a7BAXleaT0ZOXZJ0HyJy1+XMo6M4TsAhgMhnSxm6xJ7xyIfw7++te/8utf/5rBwUGuueaaGXkytVqNKIp88YtfRJZlvvzlLyPLMudf+g2cTief+tZd/PB/zkcQBG644QaGhobQat/7+/O9yNWZiHyAmYJ4323fqRYyNSVWjFqRBza0Uh//rpdlJVw2ldT2+MPs6XJQVWhhZCLElaeUk2HQsMzm5aRVVciyjCgK1PW6KEvxuN/bOY4oKvZQqd0DuzvHCUaUbpFdHQ5UKoHcDD37uhxctnYuggAN/W7KckyYdCoEQWDZXHtyfzc+c5Dj51ipKbFS3+tKqvCPn2Nlb5eTFfPSrXHUajVvfv80Gvo8LCzKIBCRMatIjseoFbn8wR10jvoQUMa6v9tJJNbBgcNOHN4QVYUW9nU5GHIF0hT5siwz7A7SNOhBkmQ8MRC8YYzaSYLeG4yyp1PpsohJclq2QCpSOyvqe134QjEyDNOJ/mMZnvt+QoOPFh/VboNU/PCHP8ThcPDkk0/yu9/9jk9/+tOccsopH9r+jxnR//LLL3P99dcnW5ZS8Z9I9M9iFrOYxSyOPTLseYjRj/7NeRb/d7Bhwwa2b99OfX09OTk5rF69+t89pHfHZ54+eg/gqRBFhIx8JVz28dOx9uxDSA3lLVqdQsQDIwfSt89bCiMHFf/+y7co6jVEyF8GxBQ//sKlcM4DuP+wMt3H//Bb2KLxl0VbBThbAUV3mAjNtUYjCE1zp49bZYBYYMq64TTTAYhb+1SdQvO2a6kqX83tcZ9+r1pDSIqAICjafUEgEO9SaDFkcGP5au5u34n42T/DWAvWwHhaQUHSZtCUIPQFAQSBsEqFWLCc6kiEJrXIAp+LG7v3Y5Mkbq46lWYNlEdl2jzdSIJAc0Y27gsexfbMBdh6t6OXYgQTlkkp13O+tZxWV0t8PopwIBgNTobyXvo2gn+Ue/V2vvDK5wnEAgjxM1CdtXDGQFwgzTc/UQhIJZErbVX84dDvkjkBWlHLt9++huosRdGeDARGwKa34fA7aHG0KopPGURRpNq+ENuUYsLUMN+oJPGVR96ipT9GbYmNBy5djiRLafY0U/37E2ry31y2inHfkjSS3B1IENYGIr4CdBlKcO33n25LeuInVO6iKGDRi8gyOHyhGYl1pz9MQ0+EDHUhGvMAczIqksHFVqOaRaXqOHE/SVRLksyo18+3Nl+WDEZ+4tynUItqfnvpqUkSX5bhqkd3c1j7BzSmQRZlL+S2NXdwzWP7jqjIFwSB29bcwVWPb2LHgQg1JVb+cNECbAYbsgw/eLaOhJ6ipjjzqMhzSZK55dmDxOIb1pRYydBN/06xm7RUF1o41Kd0tTb2u/+pMN7UwOJZj/5Z/Fdi7fc/+P1ZECY7AabazeQsUqxlRpSOK+QghKaItSo+qdyzc2shFgFRrdjjVH9G+XNgD5SeBJ1xX/tEJ5shB0IuiE0Xf6Wh5e8KwT4xQAkO/vFJ+MGOTJ5sNqWt9oPVbhxBkfpRDXVjGpyh6QKxiTDsGNSxY1AH9cCrF5Oh1bI4y0JtTozakc3UDH2JuSMNiIKg5At++k8Kkf/OQ6AxKgr8nEXKOXrlmwpJP+cUmHc6HPwjhL3g7obfK0V7NEZF6W9foHQ6CAKUnATn/CLeIWBJ7wzYeBsc3nhU6v7k9Usp1vQPDHDHHXewd+9e8vPzef311ykqKiIajaJWp1N0Gzdu5Ec/+hGjo6Ncf/31zJkzh0PN7XQ07EdUaXjtyV/zwgPfJz8/nxtvvJGzzjrr3cfC0ZGr3mCUvZ3jWI1a9naOMxGI8PCmDvZ0OViRQqI/vKkjTX0OTFOJX7O+Iqng/+krLdT3usgy6zjQ6wIZci36NG/+hzd1MD4RwjER4qzagqRnvEEtJG14ZBmWlFhxBSJJj3urUZu8X+6Oj9msV6MRBcJRGZUIK+fZEEUxOWZkRURXU5yJOxCJk90avnlWJUOuADc8fQC7Sctr9UNkmXUsLMxABq55bF882/AI+Z1qNTWlVn7ycnOyOJDIMegf99I6PCnMa+hzs76mgLoeJzkZimp+xBNCrRK4/ql3WD4vK+3c7u0cJybJRGVQCeAPxxjxhCiwKSJDs17NklIrXaNeVKJwxPyuoyXwj2V47tFaQP234Qc/+AE+n4+JiQkcDgc33XQTO3bseO8NjxLHjOh/6KGHiMViWCwW3G43hYWFjIyMUFVVdawOeWxxhA/zv+QR9P3+Qzri+kdY/n7X/wCzTnH2m7L8SGOaeYMjjuhIc/iQTt2Rj/v+93WkvR1pDu/3bH9oc/gAp/TDG+uRztGHs/8PMKAj21h+SGM94t4/pHP0QW7IR95i9uV7Fv930NnZyac+9SluvfVWVEcIaf9I4UP48hFFlWLX4x9VSH5BUIJ4T/1fJYz3SLj470oyvSkXfCPxDgAJhvfH9xGNLxOw5h5/ZB//OMmfHA9MD/NNQG0CSynEVfUzrSujfGu51VqatRpiskSzqxV36cnYerdjzVtOtbGIJl8v+liUkEqFVooRENUgCLSYrLjUWuwyoLchaMzJgoIlbyk3M4GosTLf70FTtJIWdwdV1gpsp1/P7T8vxS2KSuFBVEPJGm6/4CXc7i4yrfO5eXuKv7rBDpe+jatvJ6F9t8X9aCUS37miIHJV7Tf4zuZvJecmILDANkk2I4pgzkMNPPmxp+mb6KPYXMxEZGJGb3pJlnAExrlr9520u9qSxL0oiGm+8MgyV2y4LDmOQNzuoWm8ccYuASlmJOIrQG0aIOrP4hfr76Q8uyCp+E+MJZXEr7RW0TbsJZLVS4augEP96/jqw1FaR4axL5xU40/1709Vk+dkGABDchx202RAbWn4Cu5aX0EsauSTb21E1o5T1yulkdOS/O72O4rq3EZd56fR60PsDmj5xuG9/OxLS7hp6/UM2zo4YW41d6+9K6nG/8ajezg00oat0g+CklvQ6+7FolECcxPHdvhCHBocwLZwAASZJkcTPa4x6nqdSKKful6ZzlEv83PN6WHKgSgNPVFiEtT3upElE4Ig4PCFqItbRapEgds/u+SongWc/jD1fW5ARlQH+N9Pn0xve9O09QRB4MErVvK1h3fT2O9mSantn1bhpwYWz2IW/3X4MF8OUhX+AF96XSH6HzsFmNI9LmrgrHvjqnxJUbe/cBmYS6BfuSdjKYaerco6kwcC/9AMAxBR7qwpL0exIHhHk2G/ejXcc7KbZXkC399qIBgTKDJHuXKRD3X8ELIMfV4V9WMa6sa01I+pqRvT4gjOYB0SFuLkP1Dng+e3kKHNYXFWlJqcKLXdn6Fm+cnMy5yL6OpQ7HZCLiXAt3c7ZBQoxPwlb8Kqb8KfzgN3D0TDoNIoGUSmfGX+X94Fm29Xnlc2XAen3Jp+zlMzE6YE+L7ndYuvd9FFFzEyMkJBQQG33Xab4uOPQg4nMg4kSeIrX/kKu3fvJj8/nz/+8Y8cf/zxAIwM9BALTCDFYiyoOZ7rrryDH/7wh9x1112ceOKJmM3THQpScTTkqkmnSlPNS7LEa3WDhKIxXpsIEY5KHOxx4fCGKM/LSO4HYF+Xg4lAmBff6UeWZb5++gLqe11kZ+ip63FSW2pTAlPnKl27CdI9Yb+zv9tJVUEGQ54Ql6+dl7Tgea7BR9+ePSwts6V52udl6pMK/LJsI+3DE8jAw5s6uGLdfGQElpbZcfjCfPnUBckgX5NOsdNx+sI4fGHOri1I88fPtxpYNtfO7g4lr9EfivBq/RBGrZr5uSYa+hV7u/3dTiYCkWQgb2K8ieBcu1n7riR2pkHDV08r59EtXezrcnBWTT7nHV/Ej56rJztDz+6O8eT+93U5yM7QM+zyUZplpH/cz7xcM3kpLgaCIHDtx6oBOHDYycr5MwcRH4nAn6nb41iF5x7LboGPMi6++GIyMzOxWCyYTKb33uB94pidxa6uLk4//XQKCwv54x//yBtvvMGXvvQl1q5de6wOeUxx4sI8vv6xav74ZlvSRmNRgQWxY5yK6hwG+z1MxK19SqtsyCfLrBGMtB+UGHEqFfAFRSauOktCY8vl2b4AA36ljTxbZ8Kk0fFErJYL5V70vn4AJG0mjbZKui6MsmTDIahX/F/FjAwsK+dhf2cnPctPYEyt7EclqClxymTPH2Tg9MWMvN0IkoSg1ZDzhdUET7Jh8FjRDDbHW/QEZLSoe5rIWL4Qb30HckiZg/H4hSzTdBIRcnhZNOCLKSq7ykw784wOfJEizBoHcjzkQoMNy0QAURsjZjYhC8qcBUyoowL3nCHw2/0CHQ6lclmQoecLS8PYDB7+9I6dhnhF027QckK5mj6fm7KMbAKxsfjctPSP5/FmW4y1Vbl4JCXUWC2oEcJ5tA4Hqcmz0TDiQpJl1KLAwlwrf6vz8rmlxWQYB5Dj7fEWTQ7z549zwal5vLrdjz9uE1JbmYk8f4Q/te/hE3NqMGuUL8u9faM8uKuJ3KwiInoH7ogy53ytldE2PfZVAmK3i7FhxdonpzCDSIkFjU5NVJLpGVGW59sMfPVj1RRlGfnNi40c6FQehKwmLSU5Jn7yl4N89dxqTlyUD4A3HOHJd9o5NOxkUZ6NxmGnkgukEqk0W+lt8VI7107DYWfSz3RprQVf/ijV1jw63h4jHI4hCDB3aT4thTCvqJiRncME/Mr1rFqWTdbpQUr6cjn0shuPS7n+JRVZDFfqyI5mIRmduMJK1kS+xoK0BZbFNAzNUdPvU85FaaaJr66qxqxL//L3ShH+0LyNAb+bT889noW2AgA87iB/e+ogofpBahZkUT+g2OUYdCpqrUZefWg3emeAk+PBrxEpxhv9zTSb21hxXDbv1HuIxpSWPZNRTUCIMXddEQM7hwmFoggClB2fx968KL/e2ciXjl9ARnxsB/b08cxj+5lXkc2FXzwOazzUtn7IwW92NpF7TjHRfc5k7kZeSSbB2gwEQHfQw3CfMtasHBOZVj3ht6JknJbJQFRRtFnUeuztJn7z7BYuunQ5S5YpD24ef5jHXm9jd/MIp1RoOEJ0QRLRSIwNLzWz96UWVizM4cCol0hUQhRg0Rwbe1pH+cOrzVx8ajkG3eRX+aIlBXzpqyv521MHk3ZGNccXctHl73HAGXDdD8/gTw/v5XD8s5oISM7Je/eHx1nM4r8JZ555Jr///e8ZGRlJ2hA+/PDD/+ZR/QsQJ4wBheR/7FSlPX8GSIC75CSsgoiQKAyYcpVW997til0BKCQf9LcuAAEAAElEQVSCFIUHlyAUreJ2XwT34beS6vs0z/6jHWfUB46mtG3l+N8t0TButUI82qLhdGsfrxPrBX9BIob7V9X8uH87brUWCcWN2BQN86XFZxJQqQGBeypP4Y6/fA4x0dGQUwMXPo3blEvLhkuQBIFOYya/X3kzIgLWWATBlItQsgZb73al/f/CP4M5D1EQsGUpGVZT1e0SMvcdfgEZRYFlkCEQPxlVtmp+3/C75NSrrNXIgkybs5UbtlzHXSffg0pUpanzyzLLlPmr0ol4AFmW+P6WG5O++6AQ9wlLHkEQEAURm96GLMtJdb9OpUuG7OrVesU2aAqyzDpKwpczoL8bjXGMW3d9i8fPeZL/t/3WNGW+I+CgcVw5fpOzEVmjBDpqzAPYKp9iJKYl2vcVwt4CNOYBVJFiLJpM0IBOLeKP2/k19M2sJpeRsS14juysJuz2ajL1dxKTYmTXPIQkhBBlHRbDpE2SNyQf0X4ncV5/eelyusZ8XPKb7XFLHAdfeuViQpLy7Nvmakp2WEza29iRYlpEdRij2shdfxvmUG9bWjHBbtKyqKCQw16lW0AdKaLYYqdg4QuE1D1I/kIu+Y3MklJ7WgHiSJY305a/B4GesAiyGTUsLrZwWPswGvMAV214nevLLptxG5VK5KErV82q8Gcxi381EqRxwr+/6y2Fd1dpIRYCRIXA1hih9kuKV/0/vg4tL5Ak9r1Dit2NgOJLH5qAWBjMBRDxKUT5zAePdwTI6XY+QYdy3JRCw+cqXCzLneC1bgPr5wQVkl/QghxGEESKM2KUZMQ4d67y/SnLMBA0Urf6EeoOvkP9q3+gblRkPDiT8l9kx6B2kvx/4VXMGonF+bnUrL+M2tIKaitWMk/UIfZsTLHMkWHOWmj8i7KjRReDHIbeHTD3VNh+HzQ8BcZcqH9CCTeed4ZC9CfO+Qw2PO8HV155JVu2bKG+vp7Pfvaz8Usq8Oijj7Jq1Sr27t3LV77yFTIzM7nzzjs57zzFKjGh+Pf7/chSjBNPOok//OZuBEHgggsu4P777+fRRx99TweNoyFXfaFYmmreH4rFSzsCkixz4LCiPu8d93Gw18XcFNubmuJM/ravD0GANxuG+Npp5cnjJYJsU/34U0lls17N0jJb0lP/kc2dfOvsKrzBKK3jEUpyzOzvdvLLS5dz5SlC0pM/sU9Jkrjq0b3kZOjY3+3kwpVhaoozqe9zJwnvBGk91SLo8nXzpoXOJuyJfvtmGy/s60OWFc/6Q31uTDo1Ln+YZXPt0zobvMEodT1O7CYtDm+YNQtykvMtsBmpyDfTPuxFLcKJlTlYjNrksR7e1MFtzzegEgWaBtwIwG/eaOVrp5eztMzGvi4HGo0alQwrS7Xcd9mqad76oihy3XkL31OFP5XAPxZWOu+GY9kt8FHGK6+8wsaNGxFFkaqqKhYvXswXvvCFD23/x7RckpeXh8GgqGpcLhcFBQU8+uijfO1rXzuWhz0m0KhFPrtuHmctL+axV1vo2z/A8KZuAFxMoNOrWXh8HtFFEj15CT/vCWxrRCocRZxYILC+ZjRZyL+1CrY48tnrkGj3jDIW8nEY2CEX8tnMYsq1ETagJiTJkKWi7/NLWLSmkkUtvViMhxHpgFGofKWXgvJaHHMrKNy9Ea1bIcbnLnKQt6CMEWcexotzEAtlZGI4LKDJWUxmVwDJG0MOOEAaRs8w2nk2QpYlGLICaOmBGKxreJnlhkxeX3QO+mwNGRrFs7vPN45KUDE3o4issA/9RI8yscAooltFLHsRgsaAKjqGAByfC785C17rymEsEuGU8nbUKuUh4MbTR3inr4z6ERNmaz8IUcZCMBaCMnM26pieR3ZFGfMpDwBd2+D4kgJqikVePxRm0KO8bI74QhRaDOSbjfR7fNQNKf6CP98I5Vn5fHGlgFrtwRMZAREWL+liQYWB/QeK8Fi8OPQ9BIBNgxPsHunm7KJaNjd72N2reBN3OUGn1rOm0oZ3GLbu8CLLCtGtsmpZlJWJKSODXS4/knMy2GhRmZXVVblcuHZe0r/+p18/ga2Hhnhx12EOdTmp71bGeutj+zhufhZrT8jnj3XtuIOKKnHUF6Q000SWVk930wQHmsYBGPeEyLcZKC0yEC0ex6VRroN3cQDrAj1ZhzLpMsMWQiDDkDGC9XQbyyc0ZC0KEC50KA7zmX6qK1REdxfQI6vZqfKDHKKrI4RWrWNNhRWxPUTr30aSnV/CboGVZ5Ww4sRSPrFwDqopN5eXew7xj2AXsaCywf2H3qbGXsj8wzn8/Yl6/PFiA/0TLK3OQVOYgXv/AAP1yvl++Fc7eePlFs78WiWvehoZD8Xb20p6qC0wo+7PYUAOsm9rFGTYmhEka30WtU4NfVaZrQQhBs8d6ub1tn4uq55Hy4udNBxUlCkDfW72bD/MuZ+t4aAlzJbuuGJFBZqVBlYGbERUsFfrR4oXtMTj1CyvLiFjMExr08ikF/4eWPDxHPQFalqeHGHEpyz/6W1vUXN8IfNOKeOxtzqSHoZP7oB3+rdx00XHUZQ9vYLb3DDMHx7YwchQPDtjk4+KfDPGJfkMTASTn5cn3+rglT19fPP8RaytUYooKpXIGedWcsLaubzyfAMLqnOTxYb3i6rFefzwvnPZ9nYnE54gZ55XNS07YRaz+G/HzTffzNVXX80DDzzAVVddxc6dO//dQ/rXwzcMPduY1tr09YNIOis377+bZk8XVX+/gNsjWsRL31YKBZe8CSOHABH0NqT750wS+f27EAtXYrNVw+hBxVYn1bO/Y1fcgT6VNBAgdymM7AeNSckJiP82sW2l14kgijQZM9HHYvhVyqPuQq+DOzp2Tyrxo2EcIRf37buX5oXrKPe7ECWZVrONCq+TiwdbCahUSQVmk1qFY2gfqvi2t1iMNG+7lsqsxcy3VdLhbqcqayF2nQ3h8dOUAkfJGkVlOd6KlF2FOzKBVZIQAmPJTglRjncgxDlYd8iteP4LAiIiQUFRTYqIfK32f/juJkXNLwoiVx33Db698ZtISLQ4m7l+07XcufZubt56E+2utrTQ2VTyP/ES5ZP80/IFtKKWb719NdX2hdxx8l3JwNqEur/H08O33p4kEIKxIL0TvcnCQOpxbvpUPt/apNz3/FE/zY7mpOd/Qpk/EU7PiNJE84mohxCQFS5JFUatd+DuPluZt2TCcXaIibAn7rcLgjrAwvz8NDV5NBajyznChC9Ms6MJSY7RNN6IK+jCE/YgiyGlWU8I0e/tpyyzDEmWENQ+akoykwG+guhFlrXIyNy89aZkkeI7S/4fS0pt1PW60JucBGNB5aMiwzzr/KRFktWgQa9R4QvJBFqv4t7LSigxlXL+z7cmiwnjvhCioBD9P75wCZ/8yQXIqgBCzEDD6iFi2j4EWUY0DiCrAtMKEEeyvEldbtGr6HKMUGbLmTFob2qQ8LWfmMN3tw4gCDIhdQ8jwelZTgnMqvBnMYujhMMBBQUf7j6Dbuh4QyH1R+qhaJXSjXfRixD1KmG11lJ4aLlinwfK/TMahgueAGSFuG76BwScgATefrCUgcoK/u6UgyVanGMg6EBKtfPRwOKLIRKB5vQco3JrjPLj4ll3Yvx7WmNT7HOQADVozRB2IQgCRVY9RScv45wl+cA9yLLEgE+kfkxLXVz9XzeuZ3xKbh+ANyKyszfGzj/8IbnMZDKxuKqcmuNMLNn5GWqDW5mXGUNc8HE49QdgK1Pu9UEXBNzwzKfAlAcTg0rIb0ZhunJfEJRAZHcvZJZ8oE6Nyy67jMsuuyz5c29vLy+88EJSsf/444/j8/nw+/38+te/Zvv27Zx55pmceuqpAKxZswaA4qLC5Hf+3LlzUalUhELpuXVHgrrjTcyNzYjRCrYYR6ipqcFmmxQFmPVqji+zsbNtjNULssm3Gji7toA9nQ6Wz1Xs8fZ0OjBqVSzIz8DpCzPsDpJvNfDV08p5o2GIcDSGKAhpZG5CMe8NRZAkaUaV+IUrS9jRNkZOxqQS3qgVKclUMeYNUVtiTZLmP3mpiQM9LlbMsyfDbFfMU4oK0ZjMFQ/tBEHg9EX5XLO+Ik21nrAIGvMEWVJqJRpVOh1MWhW7O8bx+MOIoohZr+bzq0t4ra6fSFQmLEFlQQb+UJT/96kaciw6/ufhXei1ana1jeBdNx+jVqSywEJ9j4MzFuXxlVPnJecniiJ/+PJK9nQ6qCrIwGrWJ4lugD1dDnIzdIx4QliNWgLhGC/s7+fNhmHOWVLA3Rcdx43PHCTLpKFz2MtEMILVNP0dfSYS/71yGYZcgRm7PT7swNx3G+c/C7fb/aHt61hh8+bNPP/881xyySWsW7eON9544z+D6M/KysLlcrFgwQJkWeZTn/oU4+PjGI3G9974I4xMk5Z1ZXZ++scDactDwShOKYAzL/1BWBIl5KIRzlo8pcImwLosN88cDiGlvDjLgsAzXpnVuWZC0UDaNg1z9KwMhhBH05db2uuweAIQJ/kTMGpHyPnyKgLW9BDZiC5McNSHHEjfj+h3klERQYykhwKbAm5O9bRwqCA/bXlMjjE+4aMo3Ju2XCCGerwZIbtk2pzPmTfKEM64un4Sxxd34xTycIXTQ0e7vS6aO0oZ86XfsN7pDRIO2ZIkfwIDngDZRgPD3nQfwfbxCD0OPYVZ6S+UOkOA6qUeXulzpi0PxCJs7O1ib2/6OENRmbrWKKMNIVLtS2Iy1EdVyM708QA0dLv430uWTwupPWlxPo+93jYtXPZAxzjB7GiS5E+gx+0jAw3jjvRzMeQMUL1KoE+THiLr0QXRH59FR1v6Z9IlxwgfryWc7UpbLmtiqFaGObA3/bjhqMyBxhCmf4ykry/J9L/Sw21fPnkayQ+weaid2BRSqN4xwMCbnkmSP47RplHmxWQGnOnXrafLyc6+bsZ16XOYUHvJKbIx0BEAJpWE43KU4YoM2kbSr+dEKMJb+w/jOpjefhoKRnl7WwcN1ek3lggy+zPCBKJK50sCEgK7dX7mtbmRYulza3txlOxcE2Ff+vWsf2eANrN6WlBRY4+Lph7XjET/gT19kyR/HJ4hL+b5YfrH0j9jjokQbx8cTBL9CZjMWj7zxeOn7fv9QhQFTj59/j+9n1nM4j8VWq2Wk046iQcffJB169Z9tIN4jwUkCf5yUdxCBpLEuy4TsqtxP3EmzZkGxWvfZMXdtBmbfxSMOUroXVwBLwkqbp6/Mp3IH9itEA7EbXVSPfvV2rgFT+p9WAZ3m/JnZPLZZuq2yvFE/OrJe5OyTx22aJDMaJibF6yhaft1SAggiLQY4y+3gkCT2c6tC1YrM41Xt2Xg6up1BAVY4HPRbrISEwQaHQ0ICFTYKvnxiXcg+McUkl+KKn8+ug5pYC83V59Gs1ZHVTjE7U1vIZasUQohj58+WRS49O1JX/yxeqp8Y8g6Cy1aHVX2auZY5qQH2VrmMD+znDa3YnXU5m7luo3fo2uiE4DG8QZcASdWgy2NpL7txNuZCE9gQI9OpUva8OhEPcE4cdPoaMAZdJJlyEqeQ1EQKckoQa/SJ7fRq/RJr/7bTrydW7fdPHmcNbdjVBuTvvTVtupkN0AiQNikMis8E8rddn52Ji3uQYS4861BbWD16oO0upqJ+AooDV/BTw/8kGZHEwWLivCHYmhMg+RmL0RmFQIC0ViMi/56NSFNLxFvASoxF5VpEAmJe/fePW1cpRmlSLLEzVtvomm8karyhVTGPkm//hEue03xyr92+fXJIkXDWCMXPPAai/MLefSrq7n0wW0YYlpQhZElDTctvTP5EuwKRAjEn219IYmrHzrM4mJXsjtIkmRu+fNBDvUpeQG/vHQ5S0rtHOxxYtCqufrhRgoWFoO2D1WkGFEyzhhUeySyXRQFMg1qLnruGkLqHnTRUp6+4AHUU2zIpgYJW3U16KKlyW3y9LOdfLOYxT+Nx5fBFQchJ+fD26fapITxEn//GNwNWdXw3GdhuE6x7Vn0eXC0KN7zsaCi1vcOKWG2TM9TBMDTPcPCxLuPqNzjUu/PAtD0TDzI9l0ghUFrU8jz8UQ3WVQh/TVmiAaUv/+qMu5AoPDoRWaJInOQs8tCIIjIS7/CwMJrqH/gM9T1TlDfH6BuTMNYYPo7qc/nY9e+g+zadzC+RINJo2Jx1j+oeeRVapevofbiO5nX8VtUhzcq9j26TMWX3zsIg/ug5ouTyn1ZTvHrP/XoPPrfAyUlJWkq/F/84heUlpby/PPPs2HDBjZs2MDf/vY3brnlFr7whS9gt9spKSlh06ZNeL1ezGYzd9xxByqVijPPPPM9j7d161buuOMOAF5IWV5aWkpNTQ21tbUsWrSIl3a68WLA7R/gm+srksr6BCGdUJ/v63KgUonc8PQBls21c836Cs5ZUpj080+o6M16NT9/pYm/7e0jEpPRqATKso0giMntfvFaC68c6GciGKPP4ac8z4xBI3DF73bRMRTGpJc4KEn84rUWwlGJF/b1AdDn8PPKwQEEQeDMRblEJZmuMYVDMGhEDvakh80mLIIq8szs7nKyuWWMLS1bydCJeEJKF/01j+9FkmREAQ6P+QnHZFQCWA1qWoe8GLUqfvhcHceX2egeCyChPCVrRYkrHtpNW9zxYcA1yLbWUc5eUsi3zq5CkiQ+8dMtuPwRMg1qzlpSyDvdTpaWKR2UiXyC9bUF7O0cZyTepT8RjCaDdY+fY+XZ3b1IMlz0y228dO0p72ox+l5K/cTvEwHE495QstvjX63y/2fgdDq57OGD3Ham/d89lHeF3W5XOmdFkbPPPpvXX3/9Q93/MSP6V61aRX9/P+vXr+cnP/kJw8OKEvzjH//4sTrkLGYxi1nMYhazmMWHCpVKRTQaJTs7m9///vcMDc3kV/tfDP+oQkQjgxB/gZBRiILxFqw926iauywZTGstWD7p0d+7Pbkbt0o1ncjPnAfjzQDTbXVSfPbTLH1C6UVtCZCzFya3rfQqhd4msw2DSo8/prwcVXmdWLOqYfgdpTBgtCAJYtx6QI774cuTnviCEsx7g8vDvZlmpXAQf6lpM1mZ6/fQZcxEEhRCut3Vpti1pFoWFa4g2r+bQwYLDWoR5BjNahG3KJLZux13/y6svdsREkUB/yiCOY/bj/s27gfKsYb9yKIa9zcasNoXpHnmJ5T53zjuar696ZvJ85Eg+ZXLJHPVW1/ngdN+nSSpm8YbuXHz9XS42ylQFxBMCVgMSekEjTiDgZIn7CEUmxQcBKIBZGSaHU30TfSlKfYnIhM8ce5TyZyAPm8fgbiIJREg7PQpVkuJ09/qnsxn+PGJd1JsKuLK1y8HQUKXMcRN6/L4ziblGLKmD51WsdRJdAjY9DZ6XGOENL1xC6BBxpsvIrf6GSSkaeMqzShFFEWcQaei/Eei2dnE+Hgt1spJr3wRgSp7NU2OJkLefKJhPYeGBrCaallSmsU79V9F1DtYnDuPHEt6RkBC+R+TZCQZDvW5kwG5MlDX40IGDvY4cQUi/OqyFXSOern0tzuISTDY+En+ePVxzLHm4Don8r4tcnpcY4TUPUl1fo9rjDJbbloHwFSbn+wMPU9f8EB83Rzeeeedoz7eLGYxi3fB85+Cr2x97/WOFgO7SCPr82og7IfxTuVLNRaG/p1gr4TxFlDpoWDF9O0AVGaIpQsEk8V9lT4eyKsBIjBnHXSnEFNyBKIRpqHyfBhqAG8fxAvEhJ3gSRf3oYuT/JoMpRgwLZcn/p1nL4d5ZyCc8wBFYQ9Fp5/C2QcfhROzkT3DDEpZ1PdOUKdeTl2wmPqDBxgddzAVvojIriEdu4aAA7vg96dh1AgsLjJSkytR+7FvUNv/e+aXLUXlG5z06QdF2d/99vv36H+fyMnJ4Stf+Qpf+cpXksskabK48sADD3DJJZewbNky9Ho9BoOBb3zjG9TW1r7nvktLS8nIyGBiIl1Y1tPTQ09PDy+99FJymdqczVj2HG6T3uHUE1dQU1ODYFBIVItRy7fOrkqG1iZU4L5QbMaigCzL7OpwEIkpEbaRmEzXmJ/jSxU7mmF3kD1dDsIxRQqrVYlEJege9dM96kOrAk8gyvwcM3s6HcQkCeIxUuGohICMKIrs7HQy7AqgVQmEYzJqEZaUWjHpJonwhH3R5qZJMaMMeOMkvyRD14iXqkILTQMeYinNpTazjnlGLYf63ZSbdOxoG0+WvSRgW+s4XWN+5bESZV+haIw9cYX8sCuAyx9BFMAViLKzbYxCm5E9XQ5kSWZ+jokxb5jPrixhX+c4OWYto94wCW2lIAicd3wRz+zqVTKo/FG6RnyUF0y3UkzgvXIZEr/PztAzNhHkns8fT77VgCAITAQi/zGBuXe+3P7vHsJR4ZRTTsHv91NWVsZf/vIXmpqmZyH9MzgmRL8sy1xzzTVotVrsdjvPPfccb7/9NtnZ2ZxzzjnH4pCzmMUsZjGLWcxiFh867r//fgRB4NZbb+Xvf/87P/nJT/7dQ/rXIBaFsWbIrp4krkvWxNPzdih/z1mIULKG27u24y5Zg/XTzyFk5E/x6FcIDWsslk7kx2IKyS+oQI4hICq2OhoD1kgAQW2ErGqk4X1HsPRJteyxUxGJ8dOW7ZRIcEtJNQIwxz3IdYcPIiJhE3UIeUuUsUTDVEViNGug0uskKoq0Gq0AzPF7GDVY8AsCRklidc9OqqtOpVmnQafSEYx40cdidBotLLBWoB5rokUtUhWJYtVYlLlf+jb4R4nqbXzh758kkELKVkYlLJKkKPz33U7V3GXKnIpPUM4ZIJrzySxYjmtwL9aC5djsC5CQcQVdWHXWtODbssy5aer0ORllNDkbk7/3R/34wl4qbVU0OhqQkGh1tQDQH+mnwlZJi1MptizIrECj0tDsbKLcugBJlolJMTxhT7KwYNVZqc5aqITn2qoQBGGywyCjNK3jILFNqaU02VFgUBsIRINUZy3EqrNiUkcU9b4sIyBQaaukzdVKlb2amuwagGldDImf51kq0KhEmp3NyeNFYxKRkBZB1iATRo5psJW+jRR/BZ86rkTRJNFJ0TTeSLW9GkfufHp8hWhMg1RnVWPV27j9pDtxBpxc92QLcvmjaM2D/PTgTh649A4c3jDuQCQZlJtqYfSry1bg9IW4+c8Hqe9zs7jYQvvYMD6/DoNGCTv0hWIYtGqsBg2iKDA/15xGvM+15yatE98vymw5aer80szsGQOHp9r/qFUq5mXlHXG/CU//91t4eD/bfdBjzGIWH1mc/7d/fh+SNGkbU7Q6hYRXQSwC89ZDz2YYPqgo+uefpajO3b2w637o3gjZCxWrnwTZL2ghqxwmeiEwnnIwWdm/ZS64O0EKgd4OF/4N7s1gmqXfVOissOAcOPTkJNEPEEknmJEFRdFvyoOJISAITIbRK2IDrdKVIOrg9euUeZSdAksug74dCIZsCj19FFbpOav2OEBAXqNmaCKH+sEwdYFi6nx51O/dxohnur2NPyKzu9vH7m5g930AGDVOFs3JoXbwp9TU1lJbW0v5/Pmo/kmP/g+KVOu1qqoqdu/ezeDgIDt27KCiooLFixcjSdKMFm2pmDNnDhs3buTNN9+krq6O+vp6mpqaCIenFlgg6h0j6h3jd7/ax+9+pSwrLi6mtrY2qf6vqalJevAnVOmgkOmpqv+qAgvLyzIZcPrTFP2uQIRlc+3kWnQcV2Jl3BMkJsUwaFWsmGdnbq6JshwTncMTWI0aJkJRVsxTig2ugwNIskyeRc/IRBgBmRPm2znY46JrzM+8HAMLizI51OfmgQ2tSTV6wk7oSyeWct59W5Kftnk5RjrH/GhVAkatipbBiaRplQDMzTGxbG4W+7udzM02Mu4NcUK5nRf2DxCOyehUAidVZjM320jbsBcBUAmgU6tYEVfIG3NNWI0aXP4IVoOa1QuyeafbyYq5dvZ1jfNOjwu1KPDE9sPJ82oxapBlkjkDJp0Km1GD0x/BZtQwN3fSJWAmm52ZchlS10tkI+zpdLBinj1J8h/Nth+l+/NN55bzhQf3/ruH8a6QZZn169djNBq59tpr+e1vf8u11177oR5DkOUP+th4ZMiyTE1NDR/72Me4++67P+zd/0sQCoU4dOgQixcvRqdLb4X1ecM8+8Q7bNrQhhSX5GQWZKCqzsJYDI6sfiRReaHI1Br4VFktJ9ijEGkFlOr1REDD41vsHPZKhIqHCaqUm41OFFmRk4VJLeOOTOCPt7+pBIET8zIpFH0Yt+1D3X8YUKx+RpafhiM3i9JD9ZgOp1SCcsuR1SL+mlICuZMVe31HDN3bzZx98DzkoJ9Xs34JgLhyFeIn1iH0DsDW1xR/VMCZX86eqpXozTpUDIOgLM8QdSxEQI8MoUGSDwoqM1jLEdQ6kFzJOUuo8IpqIkSISC5klLmFI2re2DmPtiENJYvHQB+3aZEFAp5iesZUuIJhBjzKw4GAzMoFZgymEANDalqHJhVoS8uMWKwhHA4ddT2TFifz7RnoNQIryoIUZ/Unl/sHMql7WQvzVXSVjCefJQqNRioyDTjdOl6s8xOJT82u0VIQNiLGBJp7XISiynW2WtVUHh/CbDazZ2MYz4SygUGvorLWSkGOkStWVJBlVAJ+w9EYf93Szc6mEYZdfkZcyhxEUWBxrY2YScYTCtOfYk106vwC1pcU88cNbRzqnrSmqajIRJ0DVnuQUSYr0llCFl6nGWSBxhFXcnmxzkiGT0NZWQR90QCI8a+AoJnuuiyiahVNYRfR+FeDTa+lKNOEwRVl7NU+wj7lemZka1h9uZ3SeTZW5tSiVyv/TmJShB5vA32+IV7pdjMeVc6FShaxjRfi6xWRW8Zx9SuqTEEUOPm0+aw4oZS/PHkgGfwKUHFeDuJxEBUl+nyTc8jy5+Du1CNbBJ7arCjnlq0YZo7VjEGjQiUINKTMudBiwKrVYh6JMrihFymqzM0+10D+BRbCai07WgKE48ttgorFwyrQCOyzRfDHCQKTIHL8uAaNK8pArzsZdqvRiMyryEaKyYyNeHE64p7+KoH81cVMGDS4vGEGHJPXc1GZFYNWzRVnVVJVYk0u37ezh9f+3kQgEKGna/I65y3KwZdrAlGkqXdybnNyTWQYtZyzooSzlhUnw/k+LAQCEV78Sz0T7hCf/sJxWG2G997oA2BiYoLW1lZePCzii350HhZm8e9DyOfhh59cjN2e3nr5bvfnDxuSJHHjjTdyzz33HNPjfBj4UM9LLAr3ZEPIrbSvXzcCQadCRMuyovJPhO5KUvrPqZAkpe3d74DsaqSxRtwPn4A17E/Xin/pTSg9SSkKPH4GqcSBU63likWnERNEVLLEww1vxS190n+HLCOKKhZkzKHV3YEsiIiyxCPJ9cW4bFy5J0naDNzfbMXqHWVMgCu335CUlZf53Xx79Q8oe/I8RCmKJKhwX7EFi6WU3t8u4tsVJyAJIiICP23ZijUSwCZJCN/tmwwwBrrd3Xzz7W8kfxYFkUfOfAQCDq7Y+j1isjQ5p7ylcOU2EBU//Zu33EiTs4lq+3RLnITvfgJRKZpUpyOAM+DkG299PUn+/+ncZ3CFnFyx4TKkuAWTiEiJtoSfn/0AzqCTu3bfQburjUpbFVE5SptLUdYbVAbCUjjN8sesMdPv7U8eLy1MeIYsAGfQyRWvXUpMjoEs4my5iEW55fz6spX0TBxOO0c/P+UBbHpb2vZT9xmNxfifxzfS2O9GL2YQkr0sLijkF5cs55x7NuKPuche/HDy45iwARIRefisx7DqbIz7gkkLoHLrAu46+R4EQWDLni2sXbEWWYZxXxC1OoBVr3gRJ3zs6wf7sS98GAQJlaDiD2c+ys1PtyeJ8wcuXcat278/7XpJkpx23DnmCr6//Ed86ufbiEkyKlHg+e+ejFoTxKqzIsskSW5ZJo2cf+DS5bgDR6/uD0ejNAwOUltYiCsQ5RM/2ZQ85t+/t+49Pfb37dvHsmXLkj+nevrXFGfy4wuXkJWhOyrifqYiwz+77r8D/8p70Sz+s5H8rBQWovtnPfolCR5aAWNNSiH+q3uUZf07oXCVElCvz1Tu1e4exaPfaJu8P8uyokDXWRRPfncvaDMUu5pnPw2GLIXAFjQKqX7xi1C8GsYa4a9fiPvYj4OlCDx9SmEhqWUWmczVSbH1yV0Cn30Onv44jLUw2UkgMmEqJUNrUJhQT69i25O9UAmw79msFDL6d4POBEMHlJ8D48p4LUWKBdElbyhBwlozPHbaZFch8mTo8Of+pmQVxO/zQ4dbqas7RF1DI3VNbdTX1zMykm5TeyQYDAYWLVpE7cJKapeuUMj/8vJ3tU05Et566y2++c1vkp+fz4YNG5IE/dTv3KOBLMt4/GEsxvdfGJVlmZ+9dIgte+qwRYbIiY28K/k/EwoKC1m0aDFBUyFubQGrlh+H1WZnV6cDx0SQqCQTCEvMzzXzwCVL8YVjCEC+1YA/LGHSqfjFay3s7hinutDC1esXoBJVSdsfSZJ4Y9seTl+zHH9YmtYp8PCmDvZ2OVlSauXaj1UDMOQK8MetXbx8cBC7WUuGXsOvLlsxTY0eiUTY2+lk+TwbKpWKIVcASZb58u93EwxHCcdkFhdl4A7EeOjKlViMWiYCEf6wsZ29cYI+Go2yo93JmgV2vnPuQiWHIBjBpFcjICR96BPXJhaL0TXioyzHiD88+e/lfx7Zw4DTTzgmoRJFPn5cIV87fQFmvToZYJy6j39s2s1561aiUqmQZTlZWNkftwK6Yt385HFTyXkgzY4nYZuUsFv61tlV06x9jrTtR83KZ2RkhN7e3o/0/fmKK67g4YcfPmb7PyaKfkEQmDt3LsHge3i0/YfCZNZy2ddXcca5lTzzx/0MmzQcHJ4g0ueBPsix5lC5VGRZlZ2zShaiV8W/SNRzINzEczv9PP62D49fIfFMrWZqj8ulrMqPSvTiiYzgiYBaUFFozCVHH6Y8041MH2EgfNp8DO4lRDuG6Z5filf2AhM4asvIrV5E2cF6NKEAjLQjAKaBVoylC/HOy0P3dgs01iEDcvA0BJ0BcdFxiBechmyPIRNCrspCKL+C8L5m9mQW0kQIOToBrgkytRay5TCrM1VYQj0IcoLcN4HaCkY7qMMITIA0AWhBzMJHAK80hBRvCxfQoBEL2FGv44kNKkbdCgF6oEXHiUuzsJaG2dst0u9R2gdFQaAmz4agDWO2exkO9kMAhEw4NS+XcYcaa1aQ/sAA7gBggHXHZTEyZECOqWgeVQI5GoahOncup5b66XsL9m8ZVRRS+6FgjoXM9RrmVGhwh8dwhHygh8+tMdE/ZGW8W0dTq4uxiHLdbGYdC3IMZM2P4DSP4ohFcOBl7ulaMj3ZOMe19Ml+6lwO6lwONnUNctGSeRSrTDz0UjND8cBejUpgyVw7YW0MrznKoQkn+JVMg8V5NjSiyOUrKliYqyj4VpTnsPHgAH/d3U3ULtHm9MAoMApVuSVY7UF8HgO7BzyAMu8ymxktIhqnSMMhJ5IMDZ1QklvA8pUxHEN6tr/jIRJT1s+x6smdo0ebqaJlzM2hYWXO1nNyqJhQUV4SQZrvxi2NUu8YpdXVzbKcxeQbNHRN7CcsKXNbXyIQlvPY3qih9R2ZZoei3lBbNCxZUEbORJiLvng8pXMVIm/x8YVse7uTTQfakNZI9EQdxHNwmZuRRcAD401GdnZ4AOWhwyCZQQMLc600jbiS9NAcqxm9WkSrVtEw7GJADoAIhZ8uomQohnWhTLdpnE55DKKwuMqAxm9DXScztGuIzoBS0Cix6LCtVMgtx+5RuuLkvt6goXJRLlJMYnTER0uD8nCo0aioXJSLV6visFZkVzywVyUK1M61EYrEcLp9NHS7ANjXNsbpxxXy8dpC/vHUQZoPDSe/a+aWZxFRCXjyzewd9EC8ODK/IAO1SkStEmnscSLLPg51O/nbtm6u+eQiauZ+OJ50Gze08dcnD+BxK/9ud2/t5twLFvGxCxajVr+7UuSDIuT3Eop86PXnWfwHIuSfeO+VjjFEUUSlUuH3+//jM4beF8aaFZIflD/HWyFvsfKzICj++74RMGaDf2w6yZ9K/luKlP8BMa8GW8HySQ/7BF6/VvHq7023M5BQKP+plj4JK5/MuN1Pk9mGhEIyt7g7AeVFXkLgrjnHc/3hd7AXrFRsf+JhhFJ4AvdIPZllp6MOpLT1CwLdxkx+0/cadxavwT24B6uoxfbIWqSSNWRm1ybHo5fhexVrqPI5uT2iRTDlppHSpRmlGFSGpJ99eeYCZASsmfOoCodpVouTNkWDe5VzZs7DFXTS4FC8ixvGD9Hr6ZkWYpuq6leLasoyy5I/ZxmzplnT2PR2qu0Lk+TzdctvoLOhE5WoQiWq6HC3J21r5JRCS2LszY4mbtpyA23OVvRqPaFYKElip45FFMS0n4FJtXzC9iZioD4eKFtsLkZEREJCRKQ0oxS1Kv31JLFPSZZwBV1Ewjr6NM9gXzRAxFuIr/0C6nvd1Pe68IUiWBe8nNxWlkEdLUDSDlNtryZTa00h6xtBUIKMb9xyPXeedA9SxIgkS3jCHrLNVgRhsrjt8IbiFjwGIr4CdOZBKm1VcX97JzEJ6npd9LjG0qySXEEXdoMdURRQa4LJ33VNtKBSB6gpsVLf66KmJDNZBEic2wQB7/CFkvY/B3ucfP3h3TQNeNII8JnU75Ik4/CGuOVZpZugtmSQX166nJrizCRJbzWqcQadWHVWYpJM95iPeTmmd1WEpnr6H+hx8cmfbX5XMj4xNmQ5LQsgNVT43Y7xXuvOYhb/EbB/CM/n7l6F5NeYlD/dvWCbA3NOUn6vzpwk8vVWhfSfiYATBDBlKf+D8mVZdip0vqF0AcSiih3PgUeh+Tmoe0Ih0+WoUjB3dswwOEkpGoSnBGGONSvHU+tJ9/UX0EfcsPh88I0p81HpJvdtnQODe0AUYeggICiWQ9kLYc5a6HoL5p4Gm3+sqPvnrFPm0bMVchZC6Vro2aTMK0Hyx4+bX1ZJflkl6z9+gXK+9JkMDQ8r6vbn7qWu7gD1oyqG/dPJ+0AgwN69e9m7dy88/iSQQv7X1rJkyRI+/vGPH5FgDIfDaLVafvvb3/Liiy8SiUSYmJhIfuf29vZyxx130NPTQ0FBAWvXruWLX/wi+fn5M+5PuXz/nIe6NxjlQO8EZeVVjHvnckucDA+Hw7S2tlJXV5em/J8p8HdwYIDBgcmsx/o/g9qchT6nDE32HFT2OZjzyuhxiAQiEn/d05fsALhi3XwmAhFerRvEG4zSPeZDp1Fx3XkLp81janCrxajF4w+zt9tJrkXHoT43E8EI/lAMk07NoT43dpOWcW+Y5XPtSJKU7DhIENcajYYTKpWuSkmSEAQBk1bEH4oSickIwEQwxpqKnGQhRRAE3jnsIjdDz54uB8hQmm3iQI+bn7zcTH2vK3ktEsdKhSiK5Gbq+eXrbezvdibJ9uVzbbziCRCOQpZJQ32fO3kOvMEIJp0q+bNKpaI4U5sk+X/xWgu7O8cZnwhRmZ/Bq3WD7OlysHJeVvIzkTh3k3Y8WnZ3jjPkCrC/20luhp793c5p9jwzb/vRtPLJzMykt7f3vVf8N2LhwoV0dHQwf/6xyUI8Zh79H//4x7n//vv52c9+xsqVK9FqJ0OjVqxYcawO+y9FcamV9Rcfx7d+syNt+agriPqAgf89e0n6BoKesKqWX770atpiXzDKjp0eyqr9BGKTFdOoHGPAP8LqPBUyqYSHTCBzgqGqcrzhdM+5EY2PEqMJzWBL+qF7GjH2+4g11qUtl0MBhKULke3pHn2yOsjgwkU09g+mLXeHfWQikBnsSZ9bzAeCiKDWpy8nDNI4HtIr5DIRItIgj782j/GU1rlwVOLt3R7KpIwkyQ9KGF79sJNTjlPTG3Cn7Ad6giOU5+fQ7kk/F32BcXJMpezsSH/YaBrxktFnoH9zX9rywcMecg7bcZalj9UX9WE1qHmzIT0Q1ukNEROihBY70iwO/bEwftMAvYN2wrHJh5lgNMaj+9rIHtElFfygeNMd7HJQvsJCv3tS8S3JcGjYyc2nHpck+RM4ZUkhTQEXfz3Unba8eWSCWtFO/VD6ueh2eqnWZ1Lfmh5S2zviR7M3g86h9HM06goiaGAskH4TdwXD1BsFiuY60p7TQlKY7cP7qbULxOQUf0ZRRssQXfUlDDkm5xyNyewb8HD3l1cmSX6YDH7tKB5hx0hX2rG7JsaxD5bSOOV6BoIxTBp1WtcCwGGXl6qcTOqH0uc84AtgXqBnzDiU1m3qjgTIiEn0bUwPu/V6QnjfmH6jCAYitDSMYMnUJ4lwgEgkRkvDCOKaEgbHJj8zMUmmrstJZXEmIxOTHxhZhjfeGSDcMk5XCskP0NU+TsHaOTQMpntSdwxOsLjMltbZAdA+4OHJt9q568qV08b7QfD4Q7uJRVM+w8Eoz/3pIGvWzSUnL+NDOcZUhIM+QqEjBIPN4r8KYb+XWz+9AqvVesR1bDbbEX/3r0JbWxtnnHEGCxYsQBRFBEE4pgqMY4Z3U95PRc5CRcmfUPTnLJzc3pANj58GPdsU9VzElwySRRQVcuCRtTCwR1l+yZuK+i5x3EvfVooET50f9wgGhqb7f0/a8tioDAb4Q1yZL8eXN5ltVHud3NaxC49ay71lS2kyZyMRmzR8jwfrXrnoNKojUW7v3YqI0mf4xZoz8df9HGPjQ/zx5J+x0OukMR7kiyDQ5mzlugw9XbZ1VHmdXHv4HX6iCdNsslHpdfDDtl38aMEqYoJAc0Y27vWPkYmcFnp7+0l38uTHnqbb3c1vD/6aVlcLl224hEXWCm5reosJUVRyB0S1cq5Mucp59o2lnQuLNnOaJc57YSr5P9XfX0bGJ/mQZXkyANjRxPzM8qS1D4Be1BORI5RbF9DmbEVCwh9V7pOJokOmLnOaij8ViWM7Aw6++tKtqBc/jC5aitV4Bu6QK2mrIyHhCbuxpwQAJz8P8bDchAJfY1L88zXmQdTaADUFRRxXasVkDKMxDSc/AhFfHqNtF6DWBnEWFOJckiCP9UT8WWhMowC0OVu56vFNHDocpnDgGmLavmlq/FuePUgs3skb7v8YnkgUdeUbXOv8KvnVRQw1nU9tiZUyW06aVdK9e+/m9pPuBBQypsJaRVP8d197+Vbs8qXIskwM7xELOqke+tVJv+BJAtxm1E5Tv8NkF0Bi3HW9Lhz+MMRJCgSS57XSVs3ebevxhWKYdCqe+saJ5Fj0M17TxHgO9ijikXcj46eq/xOFjZlChWc6Rt1RrDuLWfxHI6GyPxIpn4rMEkXJn1D0Z5akq/Q3XKcQ4IIIyDDnFMVfXm9V1nv5GsV+r+xUWH8vhDyTxz3rPkWx/8bNcPARhfCvewI0Boj4FZJf1CQ746ZBbYGUd98kBEF5XogGURT/CaGgnojWiiYShPZXlN9JEcheBHNPhUN/mszRKVypkP5FqyDkgkhQEQxEgsqzhDlfGWvYG7+XxuDUHwDCkc+rLMNr1yYtePLPuo/8k1eyvn0YSkMQCTAc1FCXcQ71ujXU1ddTX3eQoeHpyv808h/485//zJ///Odp60WjUbRaLX/84x95+OGH+djHPsbo6ChlZWXJdfR6PaeddhpDQ0McPHiQJ598krfffpvf//73FBQUEI1GUavTabz38l9/L8xkzQKg0WiYM7+SRYsWcfHFFwOK+v2duga+/+CLhMcOM9DdQnCsBzkWnbbfqHccr3ccuvYBMAboLFnc2L6MroidwrkV/GMolx1tYyyda1diJeLdZgcOT5LNkiRx+UM76Rye4MmGnTzy1dUIgoA3GMWkU/GHje2MeYLJANtrHtvL4TE/ZdlGFhdncuCwgxyTlk1Nw2xpGeWsmnwEQUgS7AkSPHGc7lEfxXYDkqRIH9Qi3Hfx8RTaTcl7okmnoqY4kwM9rqSN0L4uB1WFmdT1OMnO0LOvy8FEIMIjmzvTijAA97/azK6OcZzeEFWFmcnrJggCWRk6ci0ioiiwtMxGLBbj8gd30x2f0y8uWT6tc8MbjLK3cxy7UcO4J8iwJ4QA5GbM/JlIWPW8VjeIDDyz8zBLy2zJc5L4DLyfz8ssjh47duzg2WefZc2aNRx33HEsXrz4fXfxvBuO2RX56U9/iiAIPPTQQzz00EPJ5YIg0NjY+C5bzmIWs5jFLP6vIsOehzhr3fN/AiGfB6vVOs2a56OG+++//989hH8ekgSPnaoo6YtWw7m/UhT6R1LsiiJcP6ao8HIWKssS2xeuUNro5dik6j8eJIsxBx45Gfp2Ti5/5GQY2JtO+pvz4Mvb4KGVMLR/xiG41dpkeG+L3oCA4q7nVGtpMNtBEGgw2/GotdijYW7v3IuzcDlXWTMIqNSIsozyn4AkiDRr1EoAcDRMn86MX1Qegf1RP/1yhDsiGpwNb3Ln3GW0Ga3o1Ho6ZAkEgcZ4sUCOh/Q2mu38vwWrEOIGRFqVjgytBXfInUbUOoNOREHErrfT7mpLzq3J3c5E6YnYerYp9gQX/lk5J7IMj52KrXc7C6tPo1mjpcpejd1gnxbC+0GQqoy/eetNNI038urWl7n9pDu5/aQ7cfgduPwRft/0M5qdTcy1zOOek+/DG/WSqc3k5m3KNqmKfkmK8f0tN9IS98mfaiuUemxRVCFp+xFkmZi2D0/Yw6T/cgIzzy313La72qi0V9LmaqPKXs13rzkLjSaIKIq8+r2Pcd2mzRz2tiJGChhvPx8QiYaN1Pe6cIddLC6x0KN9GI1xHIPKQDAWpNxaxY6DEWRVQAmuleU0sj2hLgcZa/lf0ZgH0PjyCKlHEGSZqKaXyiIVv7x0OaIocv2KG5JWSc2OJlxBJ/fsuZsmRyNzzPOREeLhuL00Dg0iq6Cx18AJ8yrpcLdMK+gIguKhP+4LolL5+f7T7dT3upMEuMOXrn4f94Vw+yNJIl65BlBbYkUE6uPrHhrsx25XukeanA34Y6sBE75QjPN/tpklpbZk0SCBhDr/F5cspcc1xr1/P5w2lqlIVebX97l5/rtrEeMBwO/2WU7M2ekPYzVocPhmvfpn8V+IVLK5dB2c8C3ILFXuwzMVAERRsetJePQDvHT1ZI5O73alQN+/SyHH656Arjdh3ukKKX7wUYUI73xd2a5/5yTpH3QrX8HnPgDRkLKtWgvhCRSPfJVC2Aenh9sCoFZBcEqYr6BRxv7GjeAdJk0dFwviz6jE2LNVIfjVelBpAEkh7I25yhwH9ynHzK5WnjuKToDGv0AsBE1/hYWfgd5tyj4THYcV58UFC+liqTTMFKqrz4S5p8fnridv2YWcee4DnCkIynVaLTBi+yR1WRdQX1+fVLoPDQ2l7bqrq2vGQ6rVat544w3uuecevvjFL/KVr3yFp556Ko3gy8nJYfXq1WnLFi5cyE9+8hP+3213YtarGRwc5MEHH+Sll14iHA5TUlLC3BPPZ5yFH4h4TfjVp3quH6lLQKPRsGLpEs77lI6d7eMYvEG0KhjtP0yVwcVITxutzY1x8n96QHPIM86bb2wAoHOTskxlsrE/u4xFixczIeaizSljxbzi5DyG3cFkGG/3qI8hV4Bnd/eyr8vB4uJM3moYIhSJolWr+NiSAp7f24dBI9I+7MUfjNDnCiX1fQaNEgisUgnkxsn4BAmeOI5BI9LrCGDQqYjGZPQaFSa9miFXgLxMpQD+i9daeLNhSOk+lWWuWV/BPf9oomnQgygKjE0EWT5PES6kFmESlj6vHBwgGIkhAyOeIKvKswHY3+0kP9PI2ESQuz63hD/v6uHrj+yld9yHWa+mbdjL1x7Zwwnl2cmiARBX+sPBHleyGPDolq4jEveCIHDFuvns6XSQk6HjncMufnnpcq48RXhP3/3Uz4tJp/pIevV/1PHXv/6VaDRKe3s7DQ0NvPLKK/8ZRD/ATPb/xyASYBazmMUsZjGLWczin0I0GkWWZTSaSbXLc889R1NTEytWrGD9+vX/xtH9k/CPTtrl9G6FB5coL8DXj4HqCI+CKvWkXY93eHL7gT1QtAL696Qr+hOeuP17JveRt0T5WY5Bzzaij6ylb7yR0twliJe8CdrJ4DA0GUiRCdxqLdZYVAnMnWLZMzMUT2CxYDni8EHCWesUtTIyP2vbx0MF85R9+D3JfZSGfBhjUfwqNUa1kVLLHMTLNmLzDqLedy+42wnEgpOdAYAcJ69FWVZe6gQx+dIYiAa4aesN3HXyPUllfKWtinv33k2zQ/HZr7RVJUNyq+0LsZ53BwTGkIzZuMMerIDgH0Xq3Y5bFLm96S0832jAal+gtIgjpNnXpHriu4JOiP9+6kvWTJ75rqCThvFDgGIN5Ao6sWitfO3lWwmre1BHiynPWUC7q40f7LglSd7fftKdOIPO5Dm5d+89XPn65Unf/5lshVKR2jmQILIlWUoLE87QZiRtZFLnMnXbH594B56wB4vWwi3b0v3wf3raPbhDbiyaTJxnh7n12Trqep0ULHyBa7f9ivnzytG4lLymQCzAz095gDJLGd/o3MvBHhldtJSYto9KWxXIstL1YNBg0Krxx9xozAMIAmhMw2giRUQ0ioVQS38MVyBCllk3zSopJsVojNsxdXvbk9tpIyXkLniNiKYPXbSUO0++H2/EO3NBR5AnrX0WVPP8hT8k26wQDqnq95riTH7wbB11vS4MWjWBcJTaUhs/vrA2qbaf7A7IJLWX0KhVEY9iQpJJqvSTn6ekOl85nzFt37SxTMVUZX62+b29/BMQRWHGboWPklf/LGbxTyFBNhtzYd9vYf9vFWuar+yG16+fDHw96750st82Ryniv/g1qH9SCbHt3aZ8P/ftVNYd2K38aS6Alr+DoFPu1Z4+5Rmg8VkoXK50ALx0NTT9Rdl/7RdBbwGdWSHWM4pgYkC5lwsqWHY1HHoCwh4Q9RDzK0G50UBc/Z9C7soRRenfv0t5Jjj8VsrvYtgHXwV9lmLZo5KUToTwhBLeay2HiUGFyD/1x2CwKsS9LCljlSWlMHH6j5X9PX6m0umQVQln3690N8x0/hLQZyq/mxaqKyjkf+nJStFDFCHgShYFcp07OeMTd3DGGWckdzUyMpK0thkfH+f888+f8XJv3ryZm2++mSuuuILvfOc77N69G1mWOemkk9LWGxsb4+STTyY3N5f8/HxisRidjgjfeHQPy+baefpHlxMMBvnEJz6B0Wjk9ddfx+Ru5wdf/xzZVvMHIlynWuIcTZeAShQQRQFXIEp5ZRW//+oqfvl6G7ZOBzVFZs4rV7H3nYO0NjVQV1dHY2PjjLY/MZ8Tv8/JnsOTHZ79f8um7tml1NbWsnjxYgoMYfp9aubmGpFlmd3to1gMWvZ1juELx4jGlGeebLOWshwTXaM+VKKASadGZvKYoggr59mISVDf504jwXMtOkrsRnrGfWjVIrIso1WrWF+Tzzcf36d0CeSY+MWXlrGnyxF3bxDY0+ng7n8081rdIDaTFotBwz2fP568TD3eYDSplF9aZuPhTR3s6RzHHZjsgLj7c7UUZyvd8gml/PJ5WZj1GvZ3O8mz6Bhw+vGHY2hEgXyLck2GXIE0G6IRTwi1SmRkIowoinzr7Kp3JeEzDBpWzs9KU+b7jrKzXhCUgsBH2av/o4Cjeb+sqqr60I97zIj+5ubmY7Xrfzk87iCv/b2JpatKmF+RnVzuC0bYemiIBUUW2vonq8VatUhRlonN9YOsrZkM3JFiEps3tHF8USYHB9xJhY0gQE2BBcOYlqh9LNnCDJCrt+MIgl3vIxFqCyCShVrQoRa0ROXJB3CzOhNViRYGOiDF4oaMHES1AcmWi+ycbDcT1BpUGRlImJBJtabRkC1HyddbGApOzk0jqhFREdYWoA1P2vrIqJjQ5KLDih5XynKBmGhBi0hYGibVK0UgjxOX6Hlle4RIbHJ5RWkmFpOGUX+AQHTyi6bMZkYKChjVWvwpL/y5mgzEDgFLgR5PdNJCxaYxIjhE8kwGhn2B5HKrXoshIFBQZGEw5boZTBoiZjO5agFPdNISRS2oWFw4h4HqIDuaJs+dWiVQZTVhlUS6xbHkzAQESvS5mHJMNAw7iaUUt44vsmDLhs27w4RTLFEWFFqwSFqMGjX+yOR1LrOb6A4NMBG2k6GdtEUa6HUTaHKTbdCl2etkG3RkjEQoNBkYSJuzhtr5EuFxE239k9fZpFdzxtJC9rSO8U77eHK5Vi1SZDWRbdPT7Jz8HKkEgYpsKxmChgk53WYmQ8zD6wejYRA55TMsSDkUFBoYcYYJRSavZ9UcM05VL6FYJjrVpAKsrd/NyGGBjAwdE9GUuelNFJXE6O7UM+ycvM5qtYA6IlNsNtDnnZyzRadhXq5ETDbRlmKhY1CryMvUoDbb6PGmXmcRm9GO6bgMug9Mzk0UBcpq85Flme76YWRp8nqWV2aj0ajw+8JEU65naUU2QYuOYU+QYHhyzvNzzWRLMj0agUCKD31xtomYVkWmzYDbOTkHe64JlU5FntXAsGtyuc2sxRqKUZplpGd80mrIrFeT4Y/Q0jBM5aLJQMgjIRqVePPlFjIydZywdm6ap++WN9spr8ymrWk0GToOML8im+0buzjnU4vQat9/6NQsZvFRxXe+8x1OOukkPve5zwHw61//ml//+tdUVFTwzDPPcOutt3LhhRf+m0f5AWHKVcj4w1tJ+q6F3IpiP0HmMzMpnLZ9QjF4yVsQGJvu0W/KhdITFVufohVw+VbF5qd3O9HC5XzRasaftQZjLMoTQ3Woe7dPHjvqT1r1lPvd3LX2F9z++Km45TBWQYugzYDwBDZRz0JjMU2BAaojIWzx+740VIdctJwqn4tmk40qy3zKgm9we8euePEghvD1g2DMQfzL53ji0Bv06UwU5x2PO+jEarDjVutp8XQkPepFWWau302HMTM5zp+1bufBwipazDa0aqNSEECxfnEHnVxbfTmiMQcJmcs3XAooZPrD6x9DEAREBKzaTIQ4yX9zCkl925ofc2v1aYp3f1Tidtv8tOsw1b7mjpPu4gfbb0mS9gvti7jj5LsUqxlZwhl0ct/ee2YI8Z2uou92jhBW9yAIEFX30e5WfPOnkveJ/ZVblUJAguQXEN7TVmiqfZAgCLiDrqQVkD/q5/tbb6Q9rtRP7Q6YaVub3oYz6JzR7iYx3uwMPb+6bAXdzhG+t/VXxORYMmh4cvZCUj2+acde1p7wAK6Qi3v33MPlGy6jylbNZQtuJCR7SHuOFeC35/6YW549RENPhNoSW5rffep4u93dkweUYaRjLQuy81CpBIZtP0cQlC4Hb8Q7Y6FEkmS6naNpc1VrgskMAUEQeODS5XSPKXaTn/zZFmKSTDAS4/H/WcP83HTiJ6GUtxk13LxtA02ORqrtC/nf751H95iPn7zUFPf0V1T6idEn1PmS6E/rfEgdy0zXPXG8D6LIn/Xqn8V/DWYSPCbI5vZXFVW73qaQ1aMN09XmBquyjSQpQbtb7lZIflENvmFFiT6wVwnPHdilhPOONkLnBpTvLhHslQrJX7hC6ajz9Cl2OD1bFBU/MnRsUCp9ecfB8AHQGpXlOqtCwp/4XcXGp+EZxdJHUAExyFoERSdC3WMK6Z/gLoLjyvYT/aCxQWTy/UtAgIgXvrxLUe+/dQvse0gh8ccawDoXencoPvypFkSWEiUg2FKiLAvFv59LTlQ6Byf6p5w/F2k2Poluian2RX4ndL2hhPj271R+Z7C+S1FAQW5uLmeccUYa+T8Vfr+fu+++G5fLRSgU4q233mLv3r0IgsCaNWvS1jUajaxYsYKdO3dy6NAhSkpK0S/5JFlmHc8+eC8Oh4M//elPSQXwDTfcwNDQEFmZpiN+x6aGqR7N9/C72bN4g1H2dzvJMmnpdfhZXGzFG4oyOhFWfN4tehoHfXzjrBUsXrw4efy+sQm++ct/ILt6GexuISs6Ql39oRmV/17nGBs2bGDDhg3JZVabHWFOJZ/bXELQWIhgn4PenElUUj7hUUnm95u6+N0Vy/nhcw3s6Ril3+nH37qFaMCLbdE6nvnumTy8+TB1PU6WzFF88QE8/jB/2NjOsNtPOCYTjinv8BYdfOy4Qp7f149BI9I96sMXirJirp3XJkJIsszCokwa+5yoVSLDnhAZeg25Fh0PbGiNdx1YuOWTC8nN1PPNx/djmqKuD0bl5DVJ7ayASeL/U8uL+eyqUv68q4e9XU7UIlz/1DuUmKIsW6Z8tyh7kJNPeVOLN1MxVZmfGO/Rkvb/rGXU/wX8u94vZ82U3gNvv9rK8880EPBHeOm5Q6w+uYwLvnA8u7rGeXRDK06vQjhXFmfi8UewZWgZcQbY2zbG3rYxaufauerjCwkMe3n60X0M9Cqkae08O74iM5IMlmEvYxu7eX0jFFWbWHyREckYRiOqGQk6GBkEu87CmjwdetUE7nAGA34n4EMlaMnU5hGMTlBmsJGv9iCY9cj5ZyE1DSG11iFY85GHWhHkUdSFKuQ5y4l1diLKWQiZejSlfcghDzF1FlFVAFVEjWqsGV3MzwVqaLfMY2dAwKYzkqFxIeNjhwwl+rmURZ1EVCaaZAF31AMuDwW6LOYb9IiCgEt2EJKUdnUVFgRBiyTHGAloGA+5OW6Zm4qKDDbvyKF/JIqpSEN7wAODCiE/P8vCiDdAllFP06iLbidk6M0sr9DiltzYu4y0/GWUnpgLrUnFgs/nMJo1gXnCzvbX/ETCTlQqgcVLbPRHfZRLOsZe6aPdFwUBFlTnMDbsxVZp42BWlPawD7bAaZVFFOa6KDblsjrvOMwaIydeDvvbxvj1PxoxICC0jzPY1M3gm1C8IpPYCWEMGSYGBnW8PRIEQhRkGMnQqYlIMY4rC4LuMACfKDFxuD6LvqEoFqOGlj43DECmRcPiahvDYT/lRSpG6GfnOBxwdXFuySJWZMzhH88cYuOGNmIxGaNexcqzS2hXhyiP6Bh6sZfuYAyVWmDl+hLaTRFWzdGxpLQXtTpCeSn0dBbz6lZYWZnL5esrsJp1XHRKOdsbh3nwpSYsRg1DzgDvtCnE//x5GUTtMgatmolQhIODTg4OQk1hPkvnK0T8gS49B/sUsmNhXgGfPj6CWhXitYMatvcBOLFX6FgQsjDuDLJypYw6t4+2IPS2dbIip4Z8dQmPvNrG6/v7kGQwGoysPtWOR+9kQWYGEWkUGS8nnSfi7S5iz4EQ5SYdTd0RgpIMf+5n5fpiOjJiLCrSkZ01iCyGWWyBqsJCdnXKFNm0RIwjDDAOXig12whEIxgEA83d0OIKQDFUFheRcciHWqtiIEPLpngA79zj8ylwh5HCyoNre4vio2zPNmG1G/B6w4RLMtjmDECnA5tJS3mhhVFngDkSDG7toQfIN6iwryqh2xui0G7kULeTPkCfb2JFuR1H+zjWBdns9gSIHHahEpXvjL4RL+UZesZ293E4EAVRYPWKItqiMcoydHj2D9BaN8Idb3ay/IRSPnfpUnLzZ/bS37ezh2ce28/woJL/8cZLLXz+imVEIxJ/engvPV3KQ3hOvhmTSUs4FENUCXS0jtHROsbmN9v57CVLWXVS2T//RTuLWXwEcOjQIW655Zbkz0888QQ//vGPOf/883nttdd48MEH/3OJ/oQ3vncYflWd7r0fRyqJPM2CJbF9qse/OU8hG2Y6Tup68Z/7Il78G68BQcCvUtP32rcpS/H5datUk1Y9Ris3tj3GndEAqFQKkVC4AgZ2IYe9MFKHYLZB2IeM8nJ3c1kNzWYzldYK/rDqFmx6O8LhOoSeLYoPvtYCOYuU/V34DOqfllAa8nKzNkLz65dRZZnPj9t3UWVA8eG3VnDD9ofIjAT4fvlqms1ZVNkXUpbr5Y6u7bhLTyTjC89z05ZrafN0U22v5p6XvkBLnKT/3tqfJHMCkGVEGezGLKRYFNcfT8fasw136Yk02yxJ4rbR0USzVqf8rNXgDnvSSN9U+5oWZzPXb76WLk9n8vepnvkJa56EeKRxvCGNBF9oX5Qkd216G5I0PvliCMy1zKPb00WVvRqL1oIz6ESOk7oxOUabs5UFtgraXW1oRS2BmKIqU8ySZg6GhZnCetNfIluczcm5uIJOBEGcLDzJAlLUCCkc74xdAlOOLYoCc+25ad0WiWPoVDq+vfGbLMxayO0n3YlFL6ISVQiyQOO4EtbbMN7At3uuxbZwhIg3j4gvD41phKivkB/8uYtfXrKOnnE/pVk6btxyPW3OVqqzFnLbibcnx1liLkWQdEhCCDmmJRrMoqVfQhAgQ1OIxjzAfGvltEKJJEu4Ai6+/3Qb9b0uChYWQzw/IHVdSZK55rG9M/rgTyX5QRExJMjyqQWUBfkWfn35yhmv36Q6f7Lz4WhyI1KP934x69U/i/8abL4dzvzfdGV5whv/5Jvhj2dOeu/nLJqZWJYkeGiFQnLLKPda/yjUfAHO+63SBdD1ltIVEHRC2SnQ9Gz8YBJkVSiF+qH9yjaxsNIJEJMUwl6lBtTgaITxJhC1YCpUvPnDHsiuUgJ3B3ZBwVJlW1MR+IehYCUMbAMprNxrUz3bk3Y/IhSthbE6xWsfWZlHziJQq+HU26D+qfjvAFenso3rMHS8BmXrYM11SiGg5CRFbBByK/soO0UJ5S07VSHqi09QBApzT4WNt8HhjUpmwbpbYNOPlZ9T1f6yDJtvA++Q8n/NFyYzApIZBu6jy1KYAVqtliuuuIKnnnqKv/71rzz++OPE4mTyRRddxK233sqiRYsAhej/6U9/CsCdd95JOBojs6KAbe804x9oQqvVctttt9HS0kJ+fj433ngjZ5111rRjJsj9qSTuNesr8IVi70r6C4LANesrGHYHk3Y1CaQWAebmmJgIRlgyx06uRTdjcSDVBsiUNwchbw4nnvlxvnrafL7xyG4k1wCNjQ2ExrqJjh0mONaDNEMnp8vpwOXcAUxmZKqMVnQ5Zaiz5pBT/P/ZO+/wOKq7+39mtu9KW9QlS7IkW7YkV1xxx3RIA9JIAwzpAdIIIUDy5g01pPxCCSlvqClAekIgdAzGBvci25Ilq1iS1VfbtH135vfH3V3talfGEEhIovM8PEZ3p9w7M7szc77nnjOb7QdDXHbMRdeIH5Neg3bkMM6XHwDAMbKT71XreW1YT4FFz4EekQNw/0sdbO8QIbbpAlQAZJkSq5GaYgvdI35qii2U2U188dwGNq2v4+cvHKW5T3B8oWgcjQSj42GGPKGEVU+EP+06zp92Hae+1MKSWqGgTx1noKbInHHc08nyycS/JEnEFRWnL0zjDBttI8EUwX7OwnJ2do2xvLYgtY3XK/Ak9/dmAnbfqV797yQXmX/V+6WkvsVH4cknn+TAgQMoisLixYs577zz/i2nb4TDYQ4ePMgDd7Xj82RWGMsWlrIzlF11rCyy0Dfqz2q3G7TkN2eHtgBotXKGEjiJjbfl4VcCWe3LivIJxl1Z7afaqzOU9EnE9/SiHNqW1a4580JOf7AOgM3fmAilVSN68LRkLe/WV7BfzR6zQWMhHM8es1bSMMuW3Q5w1JOfGdiawINbq+nzBLPaZxdaOerM9tdb16+jc89gVnv5aTXs6M9efo3DTM/2vqz2ig0V7MzPnkLWVGLnrveuzmp3jvj5yqf+mNUuydB3fnaAHMBH1gYIxbP3sfvpGXQPZh+njRfp6IuOZrXXbC+k9ZXsa6lhfimtk4JcAd7zqWKKTsluLzRUsqDwjKz2o/0ePv2jV7LabVY9vrLscwZC5R/P8TNSZDYwGsge86XrVLwxd1Z71/Zq9rRmn7dLLjbhNwxktUu7itn+pyGe1tYDcE5MFJRWfaSE+PzsY2fUONgxkr1fm2RlT2u2n7BZo2G8JTtUCGB2j5dwKEfg0MoZDLiyr+FVcejryPazLDitlv39nqz2RXUF7O/MXn6qa3j23KJU0SEdcxpLuOG27Ie+kaFxrvnMn7LatVqJWCz3LSEv38C4L/t83vyjd1NVk9um4Y3A5/PR1tbG48dk/NMe/f8VCPu9fPt989+wR3/y/jx//nwMhrdO1blkyRL27BF+8R0dHVxwwQXs2rULg8FAPB5n9erVbN++/S3b31uNkz4u8diE936aR78r5OLypy8lrsbRSBruP+ehKS1YgEzf//Qw3lzLjQ+h/O5DfNRmEnY5qspvDjyDnDb7SwWurV/FEbNdWO+oKnNicY5qZRqiMW5p3YysxHBp9Vw+73TikoxGVfnFoefxafR8qWEtiiSjkWTuP+dh0XffAPxgBqCiIOG5Yiv2GSvFc+mDp+Ea2MXljRuISxIaVeH+Qy9gi0XEDICSxUhaI/RtQ6lajefiP2E3OpBUNZFHUAQPnS6sdqrXoL7rJ1zxylcS/VK4//BLfLd6obAN8ru57X1/Qs0r4YaXvkqrq5WGcRff6drNJ055H4F4EBmhoDdrzSn/+1vX3p7xDK2qKte+fE2KDJeQqHfMoc0lwnObCuZx27rv4g67U+cyCRmZn591H8Xm4pTlz5adW1i/fD2qCp9/cAfdul+gzxvArDMRioWod8zh5jW3cuPW61Mqe1VVU37831l9M9e+fA0dnqOpfTxw7sPY9HY+/+AODg70M7+8gnsvWzGl1Yqqqlz38rUpWyOz1kwoFqKxsCljXzetvpWrHtqd074lfSaKqjKlzUvGcqgccx/ji5uvAkkFVeb+cx6keW8np61ehnM8zCf+cjVaS3+C2B9CktQUJxX1l+Fu/wCyJNM0w0ZLv4eypj8S1fWljkWyENJQ0MiXF/4P7/3hS8jGMZRQARIyi6oFsX6g18W8ah0/vfQ0QEoR7Goi3LllrIWwrwxX+0VoZIlfXrmY2oKSjGvDOR7mvT94KRVimO6Dr6q8aTV9Ert3704pR5OFFLtZizfi/YdyI9K3d6L+ncwy/2y8XfeiafznIXWtbL0Uw6e2gGmKe6uiTHjvT+XR7zomCvY6iyDyC+YIIjtpMaOqwmbmpe8Ib/6ZG2HPzyEeAo1RLG+tEIr3D/8FHn0vuLoglngfLWiEsTQuQGcRwbYVKwS5r6hiJuDM9YJUV6Lg6hTWQRojuNoFCZ+cQUA6zyGJ9oK5Qnl/4JdEMaCTonBlK5hs8OJ3YP/DEHaRPoMqYxsGOzhqxec1p4nFkiT+ad8UQoakbU/lKlE8+OWZoo8DuyesBsuXipkQl74gVPtBNzx0upgF4D0u+pjMMMhl/fMWYPHixZjNZjZu3MgnPvGJlIXH9u3bmTlzJqWlpVy46Sra9mxj0033Md88xte+/EXi8TiXXnopZ555Jv/zP/9DIBDg8ccfJy8vL7XtdHJ9QZU9FRDrHA+nisEnUm5P5dGf/vl4KIZZL/PDvx9JbS+9iABC9a2qKlc+tAtfKIpzPMwMhxmtLLG0VrwD7OwcY2w8zOzSfDzBKDdd1MRXfvp3Ottb0fn6KI4Pc+DgIZRo9rtoLmjMdgxFM9EWzkTrO87Y0d2pz2StnpqzP4lcvYJ3nzKDT58+i4vv3ko4FieugF4D/oiCooJeI3Hhskq+dF4jiqLQOTxOcb4Bm0VY0PmCwk6pwKLn8HE3vlAcjSyRZ9Dw2FVr+fmLHfx1T1+qeKDXyjz6hdWMh6Jc8rOJd4rfXbkae57xdWdbpO+vdcBLYb6BmZYYt1yyPpWrcDI5C7nOtS8Y5f6XOjICipPn70T9eqMzRd5uqKrKz55tYXlh8B1xf/5XvV++qZLLX/7yF377298iyzI/+9nPMJtFBerKK6/k+eefTy33y1/+kkcffZT77rsvw5Po3x1TVUbUKT45US1lqo+m3NaUe3+DO5h6hTfQOvUHJ97rVMfphCvl2Mob285bcySmPp8n2v4bPc9v9BhN3ac31tepz8EJruE3vMYbwxu95t+68/zGV/pXXcNv9/UlPnvj1/00pvHvBLPZjN/vx2Kx0NzcTH19ferhUFVVYrHchb9/O6R776chlzL6hMjw/U8L401X88djcP866N+JrMb5VS/0GfKoDgeQK5YJ/+AEJOD2Ywe5buZ82s026gMejuYVElcVEaRrtOMIjGZ4988dd/H9+nW06vUY4zFCGokG+2zs+oTy0VIC+nziES83zl5J667v0PCawi0XPYF86YvYxwdp2Hkrrd6OVA6ABDhiEWF/8NU+kGRkSwmO5MtLYjaD4hvAM7ALuxLD0bMVNRalIabQqkVsKxrk1o4deLQG7GWLkSwluMMeWj0dxCWZ1jwHx2euSYkAksr7YEx4xldbq3GH3RkkqiRJ3L7ujgzVuKIogvC3z+GWtbchSRJ2g53Z9vpUQSC5/U89ezlNhfNSszXyNELpPeYP09zrIa68H53Jidz4GAoK7a42rttybYrIbx1r4b6zH0ip7N1hN93ertQ+ZtvrsRvsjI6HOKa/D0dTP8f8FTj9CynOF7YukwlbSZL4+orrUsG14XiYH228G6veyhXPXJaa7dDjHuVArwtFDnCgV82wb0mfJTDmD+e0eZlsSyUhkSeXEfVXoLX0E/OXc+2vjtDa72PRkZ3cc+kyZkau4OCxfgxSHlT9Dn3eAEgKEqC3DKPVh2goKael34siB4hoj6fmJ9Ta6mh3taXsj3xRLyCjhIQF6MOfW0VdcR5jgQgyUJBnSBUp9ve4aJph47sfq6d1rAVFjaOzDKDVB1lQPiOL5IepffAnPPXfOn/7dHX+CYuBJ4GT7d8/MiMguZ93WqFgGv+lONGDc9J7PwlJmrDrSZL+1kqh+B9tEZ73n3gWzInvYdA9URQ49pJYtncLfLlXFPgL58LW2wRBX3sm7LhLWPfE0kRnYxPB8YBQ/BtsguSPh4Wf/mgLfOj34rNjr0BBPSBB2RJwd4GaJGMNYKsAnVkUAOIhMBXD5VtFP9seRxscAUMRbL9TzEQYH4CyxdC3NTEjYLJfuCr2G4/CRx8HgxUePkOQ88c2A98SdjtJ256+V8UDRuUqYU8Ewu7HPyzGPnO92AZk2vNUrxXPNvnl2dZJbwEURSEUChEMBvnIRz7C17/+dUCo9+fMmUNNTQ1lZWX4glE6Du1Fo9Gw42AnTUvyicVirF+/nuuuuw6Aiy66iDvvvJMHH3yQK6+8MrWPdFuV5l43C6sdNPe6M0j/ycrtdNJ2PBRjV6cTu1nPrk5nlsI7XQne3OtOKcH94Tj5Jl2KZN7V6WRBlZ35lTae2NePw6zn+FiAxdXCt/6eS5dx+YZZGSSzTqdjRC4ib85qonFYubCMgkEvR9rayQ8NsMQxzuZtuxg4dhQ1h/I/HnAT6HFDz/7sYx+L0PnkvTSuaufKa35CVJUS77kSJp3EfZ9aicWoZTwYQ5Kg3CG4zrufaePpAwOoqsppjSV8Yl0tZTYTS2sL2NHhRJZlCvNkPMEYp88rw2rW8+Vz57C7y0n3qBDw1hSaKLObGHBl/hB87ZG96HXa17XMSVfQn7uwnMs3zKLt8IGM58Q3mrOQXgxYXG3jmxfMo65EFIxOpkjwevZAr4e3ulAwHorR3OtmeeE7owD/r3q/fFNE/9atW1PKjiTJ/8ILL/Dcc89lLbtz505+85vfcOmll/5jPZ3GNKYxjWlMYxrTeJuwdOlS7rzzTj784Q/z2GOPsW7dutRnXV1dFBcX/wt79/Yjlwf6CZHu21+5GuJxePA08VJdtRo+9nf4+TJBCCSgBWrC48I3OEfxUBPx8d2giufYy9jKl3GDbXZK/W4PjEH5UqSBPSnffSCh7pcIa7R8xxNgfvM9SF17xAwD3yBEvHi1elotdkGwa8HTvxPHjBVIf/gIt/RsxWOyYw+MZZrIzFgu1H85ZikoqsIN+35Ea+MGGvwubultQf75Em6pWo3r3T9FfvLzwjO5ctVEgPFDG7Ff8sJEMcU+h8r33IHhqY8QjE3MBFNR+VnzT0AlpWZPt1HSyBq+u/57eMIeVFXlimcuQ0Wlw3MUb8LqJ1kQuPala2j3tGVs+7DzEAdHDzK/cKLYYzdrmVet5VBPlHkls3Ek+jjbXk+7a2L92fZ6YYmUuDaSxaFkRoBW1qKiImsC6CwDIKmCoNYGAROxeJzPP/xSys8+Sera9A5m2xro8ByhoaCRmVZBdKUXnqrthZQ3/YWwtgdDrBq7OdsHWVGExcKCSlvKX95u0jHiC6ZCbOc6Gvhk05epsZfwzd8fwNVzEZI2iBoz4UJY2e09Nsa+433cc8kyXMEIiuTj64+qHO0Zp3TOsyj64zQUNvLVq8+jwKLnCw/uyrCymW2v5/a1d3Djton8hdqCEhZXTxDxNUVmPvfw5oxj4QpE2N/jQlHhYJ+Ha3/dRkND4hgk9lc4RZDtVD746f72+3tcjPnDFOUbs9Z/OzFl9gf/HP/9t6PYMY1pvCnMvfCNk8VJhf7LN03Y0nxyu7DuSdrRqSo8fc2Ezc/Z30uz/TlN3Mda/jihev/4MzDSAr8+J+Gln4aiuWLbyYqEuRIiLpC0QBSifjEj0GAT93vbDPD2i3vmwC5wzAbnocTGguDpgIWbRD86noLZ54n+hD3Cmx8gNg6dCV98X79Q2Rc1gecYRMbFjALigASSDjR6kQdkqxJFjVwWRzWnQefzUHeGsOnp3SasfnRGcRwXfhyiITGGZ742odg/+3tiVoW1MjMMeZIn/z8KWZYxm8289NJLGSr8oaEhfvWrXwFQUVGBqqpEvE7KTjmL1ac0snb1DADKyspSBGlNTQ0ajSYr5HayrcpVZ8+hrfMYB5sPMCZL9HpsLJ9dmtNeZ2ltAVeeVY8swf5eN7VFZiyG3Nls6ftZUGVPLZcsFIyHYvxt73HOml/G+YvKae51Y7focQejLEnMCs836bj6nLkMeUKUWA34glFMOhlPUIggXm4ZRKPVobHPICjNwLaogtduuRmXL8gV/+9xejqOEB87Rsx5DP/wMWKRUM6+pqPl1WdZs2YNO3bsoMRqoGs0QKXDTLnDjCRJPLSlO3UsNq2vY2fXGOFonEhc4c97+vnr3n7qS/O4/9On4ltXw8X3bGV0PIbNpOVTp9Whqir/76k2BtwhSq0GzAYtd1+2HFmWKXeYmVVsoWPEj0EDfWNBTpnpeF3LnHRP/SQxnryv5iLMJ18DFoMGXzCasYwvGGVHh5NCi44/7z7On/f0U5sIHH67/fdPdsbBG0GeUcuCKjuQ7bLwr8C/6v3yTRH9bW1tSJLEhg0bUm1PPPEEIC4+q9XKwoULefXVV4nH4zz11FP/tkS/JU+fYd0jyRINdYV0H3cz6sn8AZk304GElGXfU5dnQDcp+BWgaqUdjV6me0umRcfcJXlUmM0cHc+8OCuMFmYYrXT43RntZo0JNAbUuISUJhOIKhpGKyopaDcgp01zUg1G4jYHqelzCcRisH27kflVZqyWCdsgVYWBuA1JDqCSaSfkDOejl2X0Gl9G+7CnCH3cQnVBps1Mz0AJQx4zRWWZljuReD41pRomHSIqHTqaZkCHU02LFQGrVgeFZmStjJJmfWSxa5m9QOWQSyYQmmjXyxL5GgmTWUcwkHk+dSYjdq2KO60aLAHzS3OrlJySk5pF+XTvzxxzYbEBC0bayLwuKm0WwkEDGDLHrJctzKzXcGyS+5Aj34A6agTrmJhOnoApqsMoa9FoJOJp3nF6k5Z4iQVdp5ZoWnq7RiPh6dPjmKtHa54Ym6JItLSZKW8KUWzLfNlr93gpLTYyNDLp2q4qYCQ/SMdY5phrHHloJCmrfYbVjN1owDnJuqemQI9ZK+GdVLjUSgZKakBuy7R8tltl8kwaQoqEki6BUTQECi3o83SkH25ZK+MLW7BEfaBL27cqAQZseiOeSTf+wkEjVUAvmWqAKqOFQHGcnpHxjPa5VTZqzQYO7cu0EyouzUOn0zDZTKrIakBr0kPnWIaKJy/fQFFcRSNBuhWgxailaaadI31uwtG0a1grM6e+EGfzEIG0a1iWwWzRk2814PNOjFmSoL6hhFzoaBulpCyP4cHMsVVW24nFFI73ZtoJzawrwF5gYv+u4xntZRVWrLZ/LmEwjWm8Xbjmmmv49Kc/zcMPP0x9fT2bNm1Kffb444+nbCv+k5Htn54DijKh2k/6/v/+w3DnTEFqg1D43ZpHtnRRhhkr4AO/hTurc/fh/Y/hiHihuIlbUPE8fAb2nt1IlSuEyh4VGaG6VyGl7jfE43zLZqKxdim3dG1DDoxAUDxfpc8CaAj4sN+3NkFK7EZW4zgCLvjgb2HGqaITv/ugICwe2ohyyfOCpIxHkfJKQZImvPIlida8IjxKBJsaxzW4m+8f/j9aHVbm1nyBWDxGh7eDBkOiT8HRjGKKO+wmFMt+GW0dawGVnGG46edJVdUpZ2FoZA3fO+0HOINOxsM+frL/XlrdLUhI3Lj1G5i1Zr5aeg2KqnDj1usZKWhhVe1cvrv+dlSW0ufrY4a5ko/8+WrC2mPoY5XctuaOjBcwSZK4Ztm1XPH0ZSgoHHG14g66ueHRo0T15egsAzQVNmE3OlBUheu2XMeAvYV8bQUHOt+fCIPV84WHdnJwYBWNFedy87s3pvYx+VjF9X1Iqgit9ablF2T62HtYUGXnj19eh5xQyB8c7KegSfjtH3Ye4stbPoU+WsVg3wWAhBqb8MYFFfvsP/Lt3feg317F7JI8WlyHUQshz1DB4OH389AXFmM32FOke5Jgt5vPzLCySfbfqrfij/q5d9NyglEFk07mp/t/xpD9SfJ1JRzo+GCKoG+aYeNgwuu3td/H7Rd/G60udFLFt6TqXVEVXAEXStxMgUXPgkob+3rcKCp883cHuPvSZXiC0Tesbn89VXyuz0+Y/cE/x39/Osx3Gu8YbLjhjdm/JAn8zmeFZ3zFMqF6f+qL0POKILHP+YFQm6cHz3p6EyGzHuFN/+BGoZQvXyrW3/9LCE22/NRA4/vh/HtE0d4p7NQY75743OiAi/8MVavEC0hK/b5GEOaWhIJ+8nb7XhW5APGIsBHqfkFYAcUjgCzU+RXL4chfxUt41VqQJSEUsJSCbIQPPZYI6/0mtPweWv4AOpMYf5KcTxL/SV99JT5B5ueXCxueS56HDd8SnydnAiQV+8Y0y59kwSQ9qPdtQFlZWcbfP/rRjxgcHOSee+7h2LFjKIrCtddey6p1G1PkbFVVFS+99BLf/8temgdCtPzyO8iyzFlnnZWxrcmk8Pj4OO997/vwe0QOn06nx9nYwPEXFrBw4UJmzW1i51EfxbY8dneNMeQJMewNo5Fg2BtmPBTDas7+jU56+f/gyVYO9Li46+kjXL5hFnlGLQurHTy+pw+tRua5Q0O8e3EFP75sOUiC5P35Cx184cGdKQuf3V1jyLJELK6iqmnmT5JEIBITuUwqPLW/H71WJhJTGKaA/DmrkaQ13PfJlVQXGvnWg8+ze+8+pJEjHHr12SmP/9DQEAcOtlJmN3NKTSEWo5ZwTEFVYU/3BMm9aX0dy2sLeMoXJph4P1dV6BoNMJx4/w6E41iNGrzBGJ97aDdLawrYf2yMAoueMX+EtXNLsJr0qKqKPxznoc+eyu2Pt7CldYhQTKV9eJxzF5bnJOMnH+/JhLuiKKnjv6yuMEWYJ68BbyDCeDjKnU+1sveYO8Oa5/6XOhgbDzPiDRJTVKxGTSpw+O323387wnwlSeKy9XUcOnTo9Rf+J+Bf9X75ps7W6Ki4MVRXT7yk7dq1K/X/P/zhD1mzZg133XUX9957L52dnVnb+HfBdTefzVN/auW5J48wp6mEj1y+jOoaBx+NxHnspQ4ee6mTmaV5fOE9TcyvKSAWV/jztmP88rl2HBqZKn+Untf6kGSJ+sZihvp9aB0ype/PowvxI9uwsoTRP/uRAjHe9bl8pMIRwMuyogJ6/SrjkRDnlpdQqvMg4abCXsHRUIThkIu5jiqsej/gJKLNRxvTIMVc9MfyORYcJWoKYzjvXdT0Oinc9zKsPhtlbgXIYRRZRkJGRWLv3jwe+7WPwf4BTOYC3n1+FWevOsqwvoxtYQsjfjcaSUNtfjlahoiSz36nnk6fE1mSWFJUTl2+k1DIxMtthew+7kPCwIa6Ji5a1ANR+MMLVWze70NVYyydW8uG1U5M1hCdvkL2jDpR5D7WLXIwMGBg0BPh3YsMxLRDxNU4n1hno7XXzJ5jIRr1dtrbvLwcdlO+pJzKSJzh5iFWf6IYea6PkNLLRR81MdZdwFMvjrPEbiFydIzDrU7y8vXMaSrhaOswJfNL6TdreaXTjUmvYcEcB61RN3NK7HxuZSMNJfaMa2E05GLr4B76/IOUfkhizvml7HzQjRTV4igw0dE2Cn87zprFJRytkokYJWZYLRwedvGnPbCgvJr6SjeyLkhcdbDX6SRu72P9++0MHTTS3RGmodpOa6+HzS97qCotY8aCKC6Dk5kdhRx73sV+fz+FxRbsdhMdHU4qls+gLRqj47gHR2MRc3Ra+ncep252Ie6xAFv+3s/uLXrWvKeUGatHGBkq5u8vGTg2NMZDf9vMhzbUcfFps+h2+/jJay0cGnahLZRYVFvA0YMeivNNfPbdjayYW4Kiqjzd1scDu9qQJSjOM9Ey7AagsdjOaCBEJB6nypbH4WE3x70BKkxaJJ2e8UiIdy3SE9EMMRhSKDDYQAV3xIckFXHI5SKs62XlhXmEOvNpPhDgPedYMJWOMKyMYdGaydOZGQo4ifgreK0jhjPgwXZOIYYtBsKuMOWnlNGj0/DUQQ+Wo/msXV5CXs1xjFobvQGFAdcQOlnDHGsJ3eNO7G4zvCzRcmQAjUZi7fIyDhTFMev15I/raG3zIEmigNc/FkCnkfjkuQ2ccUoFkiSxZ3svjz60m3FvmMpqO0ePjBAfGmfVrAKG7AYGwjHmzLDR0utmizfMzFVVFLlCjLWPUlphwjkSpX3LMRaW5qHU2Gj2hHjXiqpUQPIFq2v4xd9beWFfP6ctquBT5zVQ6jBx4dlz+NMj+9n8TDvVtQX4x8M07+3HaNIyd14JHW2j1M0u4iOXL6WuvijjGu7pGuORB3Zz+MAgsiwxp6mE471ujEYdNruRznYnkgSz5xYzmihwfOBjp7BmYx2yLLF/13EefXA3Hk+QCz60kNPPm4tWm8OT+x9AODBOODptCPTfgHDA9/oL/RNRVVXF3//+d9xuN3a7PeOzT37yk/9RFoRvGlP58ve9miD5JRFYU9QEI82Z61augQ//HkyF8H+nTr2Pxy6E4QNQuQr5/Y/guPA3iYpmEdxRJIiLBCTglo7t9Bjy+FLDOhRJojXPgadiOQ5zsbAS0lsh4uWW3sN4PvYk9gfWCdnA8e2C2O/fKTb2uw8KheLnDwmSX4mh9G7jhi1fo9V1RCj3IzrkyzZj11lpiIRp1co0xGJYy5dxgz5Ki8WB4hYK+MPuhP1BwqbHU70Gh6UEWZJSBLXdYKepcB4tzsPMttejlbUcHjuEoiqYNCYiSuSENkqvNwtDlmSKzcUUmgrRaDQiJDdhERSIBRiJOTMCfjs8R/CE3Xxv1x20jrUwyzaXgcPvRZGDyIoZz3kxCvMyFX0FxgIaC5s47DzEbHs98ZgpYQN0EVp9kGuuFlld7pCbDs8RJElFl9fPvGodBRZ9hs1Pn7+CscDqlM1PeuEp3VpqrqMBVDUV/pvysdeXEVcuornXzQ2P7ael30tcUQETUX85+rx+FFQkSSWi62XODJm24ypGnYZAOIZJLxOWh9HlHUeSIKLtodWVnA4PurwBmqp0/OCvPRzoPZChDs9lZSNLMjaDjXZXGwZFQ1DRY9fZiEgq51edyYryZWzr38Y20+PYTGciSRI/u3wFn7l/By393oQFjxFJMmWd+6lU8kli/dDoYaL+cmZGruA7H1jIhT96OWF7BJ9N2/7JqtsVVc2wFfrZ5SvQaCbu/1Op5tOvr1xFq6lmIryVmA7zncY7Bm/0+k4S+PkzBNHvPS5I9cO/g1gIDvwKNnwTjPYJ0h0JHr0Aak+H9TcKFX9+wpPf2yfsfobT7UwSKvniBnC1wa/OAWdb2ueqUPOrCphL4G+fgbqz4LRvwfobxD6MNnj6q7D/IUGMp0Nvher10PJbYcWjRCe88ovmoYy2oimZJ/oQcov7fevvIa8C8krB0yP6+Pgn4ZJnE5Y+EdGvzufFOptvgq7noOYM2Jgg8Zt/LY5Ry++h8QOC5K9cJfqazDKYPBNgcsEk7H1L7XpOFmVlZVx44YVTEoB33303n/jEJ/jF1z+CrNMja/Rc9YXPsXDhwqxl00nhQEQh4HWlPotGIxw4cIADBw7w61//GgBZo8VSXEXtnCae0K8mMBxHslWgklvNn4Q/HE/Z9zx1YICdXWOsqCvkK+fNJRJTeKZ5gII8Pc19Hn7+YgfNvW5icYXesQBFeQZ2dDhBAptRx6HjHhZV2XGOh1MWQKc3lfBiyzC+YAwFKMjTs7/HLZ6X9BqCkTizSiwU5eu59/kOjsesnHneeygdn8UNJyD658yZw/z5jXyu2IMuHhWiWf84BrOJb1+0kGcPDRCOCCuiL57bwKYNdfzk2Tae3D9ATFGpLTJTmhC91Zbk0TXiR6+RKLMKu6RFMws40ONi9Zxivnp+A6qqZhDyV50zh5YBLyX5Boa9YT64soq7nj7Cnm4XS2ocXL5hFvkm3Qnvjclt/nV3L3aLnh1HRxhPrJf8/Opf7qZrxA+qmjFzAGBPt4uGCmtiNoVE71iAmmILpTYjm9bXsWl9XWpbJypAvBm8XWG+7ySLvn/V++WbCuNdsGABsViMBx98kJUrV+J0OlmzZg0AVquV7du3I0kS27Zt4/LLL0er1XLw4MG3vPNvJyYHLPm8IfKt2cpVbyCS88vX2+fhf774eIbyGsCUr0P7GYmomuk3p5VkPjpLJqpOnmIisdZegZZsQiSsL0KV3Fntx3wmBgLHs9rn22aSZ5zYztnfKQfgpvXj3H93b9byK95bDCudWe1yVM9+XyzL/9uuzWN/i46Yktlu0MioHRCKTBqzRmLZBVGckcwZEBKwvsyOK+JiMo7tnMmuw56s9ks/ZGbc1J/VrtlTyqt/yA5ynbmqilec2SG4KxuLuW3Tiqx2d9jHb44+njVmQ9TIqzeHsgKVdXoNzvcU4wtnBthqJIkVC2MMhzLPpwRoDlbR0pUdRrsxz8DRPdljqDy9llf7so/F+iILXduyz2fN6kq2jGYHPM+bY6cVT5bussaex88uWodm0gugJxTm4kdeJBrPHLNWlrAa9IwFM1X8siTxibVxvLHsvoZiRbR5s6+xjWUlOCPZIcJ+Vw3PtHpwmPQsLCvApNPy4z9IqDGos/RkLb/q1HxGi7PDa2cE7XT+xJnlHOGoyOeQVZ8gBiZg0mv44/+chUGX+ZATiylc94W/MDKUqYyXZAn92mqODmZ/b0/T6+jIEZz88c+u5Kxz52S1e/wRbDleSl98po0H780Oblm8vJIv37Axq33wuJfrrvor6qSx2QtMjHvD2dewTsNdD74fsyVT9RaPK4RDMcxv8YtyMoz3N3tHGA9P9uOcxtuJSGCcb75/edbDxz8DDofjDT+MTQcg5sY/5biMD8EPKwWpL2vhSz2CuPjdhwTZX74MPvxHURD4UeXEep/aCxWLxIv1/WtzKP5eB9Xr4IOPwQ+rIPn8JGmEuvEDv0MNjHD91q/TqtPSMO7i1o7tSNXr4LLNoCocevkPzNvwQeHJ+4MKxEwDCeXLPXgG92F/5D0TcwY/ewDl71fiGdiFWrGcKxz5xFUlFdbruLoTAk6Un56CR6vFrii4P9/M5Vu/RlxVQBUzDpS063qutY5vnPptHKaCrOtdicdwuY4im4uJo/LJZzahoCAj86ONdzPTOnMiADiRfTCZ5D2RNQpkBi0nISNzfcWNLF++gutfuS6luP7asq+nvPE1kobisS8JS59EWKycZmWkqArukIvbt99Gq1tYNDUVzsPd/n6ae4V1zr2blqcC4ZL7mWWby/UrrsNhKsAdcnHpU5eCpIAq89C5D2Ez2qcksV0hF99PFCIaChr51ILP8JXNXxQFDFVi7PDlNJRUcPi4h+TtTpZgYbWdWz48i888+U3C2h4koLFgHtcs+V8KzAbGAmF+sPfbtIwdThUQJFVPY+EsWlxibHPsTVy35Du87/9tSYXe/vWrG06oDo/4x/GMDRIZHmX48H7sWPAqWorm16AvLiJoVDka6uWvW7T88CNiOvfYeBgkctr0KIqK0x9KWRElg4rd/ihIoNEG2PTMZShqHFWVcB2+gj9edQ6ff/oawtoe9NEqBg6/D0WVTqr/Sby4dSc3PDuWOqbzK238/IqVqSLB5DDg5HbTz3uugOl/Ft4Oj/7pe9E0Thapa6WpCYMpu3A3JdIteWaeBhtuhKAHfrFS+OVrDXDlEeHRr6rg7hEkf365KAx8+I/w6p1w8Nfi87nvg9Nvhf9XMXEvtc6CmvUwvBdMRWJfGTyFJAJ54xFQkrOfNWC0igLAwo8L25snr4K994tng+g4IIMuXyjof3mWsP8B0W50wOJL4Kzv0bzt7yxYshoe2ABjR8TzhakQ5n0Qul8S2QJGB8QC8PnDsP0uaBbWNiz8OKy7EX7cIEj9WATsdWLGwZG/iP5qjfCFFnjxW0KkUHv6hE3P5LDjXBZIJ6PozxWa/A8iPQA99y5Vbnn0FbZufZUlC5u4+VPvQlXVjHt0rnW+dvfveP6vjxEeOYZnNJtfyAVJ1lBSWccZa5ezcOFCFi5cSENDQ8bvXtKCZUeHk7HxMA0VVpzjEX582XIsBg0/eLI1Ix/AG4wy5A1j1EJclXj3YnHf7hoNYNFrKMo3sKTGQSSmsL/HzfK6AlRVZfOhPvJMZjQaOTULYFenk4YKG2a9zO5uN2PjYeaU5bH3mJvgQBv9f70t1U9DfgGO2oWsWrOWb3/2g9jNZmJeH57jgww0HyYaDKIzmSlf2IihuJhxjQGvqqGxQlg3JcOHv/9EC3u6XZw6u5AvndeYyMRRGHAF+PXWbg4e96bsknzBKP5wjFKbkR/+/Qh/23ucAouePKOWH1+2nAde7mR31xiSBNG4wth4hLll+RwZ9FGYb2BFmkI/1zl99pUdPHwgSteon7gCNpOWJ792GhqN4C0GXAEuvmcrJp2MLxSjqtDCqvqilKJ/sl3TsDdMidXAPc+2Z9g+3f1M21tqsZM+hrc6zDcYDHL48OH/6vvzmyqZaLVaYrEYfX19rFy5MpUSLEkSCxcuzPCJAjJ8x/5dkYvkB3JOXwIwaOUskh8gGhEP3pMRU5VMa5IUVCSUHO0gSbmjNuPqFCSZJvcXJxzOvf2oqpKrvhRXc4d8huNxYkr2JRWOKyiR7OVjcZWIkt1XFVCygncS68Ry16VUOfcY4rEpxqbk3s5U24+r8ZxjjirxLIIUxHkOx7LHEFdVolOMOTpFX2NTkJ5TjSE+xRjCOc4BQDAWR83xSxBRlCySH8Cg1WaR/AAxRSUcz+6roqopBeFkRNXc7aqUu10jafjUirksLivAGIuiUVV+b/YgyTKfPquBRzd34E2ztYnm6A9ALBLPGTwbicazSH6AUDSeRfIDaLUykUiO86moU57Pqdqn0knkIvlBFFByIZ7j3IAY22SSHyAanuIajsbR67MvDI1GfstJ/nTkF5Qix945Vfj/BoT9Xux2OwUFBf/qrkzjnYh0q57Jvvy//7Ag7StXCUuA/p3wh4vhE8+Jafn9u6BqjSD5JUkQ7UkFfRLly4Vnbu+2SeRCGnq3iRtl9RqU3m14qlZjf/+jSHkl8OBGpJ4t3AJ4tPpUoG4qIDivlJB1tlDw5ZWKokHfNpTKVdyw5we0uo/QMGslt3RsRzZYUYobuWH2qbQWWGkoaGJuLEyr+wiz/W5ssQg89gE4vh0ZFVssgttUiM02i4ZEnkBdwM3n+lq4sekMAvEQJq0JSTZwxbObUtYlgCCydSJE8Pu6CK0WBw2F82koaEx586dI/rRZFMolz3PDthtSxOn/rr6J67dcx1F3uyBS192eYY0CE2r4FufhjPvxaNyJoipcs+xaZCSsBhvesIe5joZUH759/lq+vuXrdHuPcsPWp1PWK0nleMvYYZS0e3nrWAv3X1yPqlgySNXk7AN3yMV3d9zO5c9cljoe84qaaBlrobGwEavBNqXViyzJyJKcUogfch7kK5u/iFFrJBALgKRy6ppXuX3dbVz10B4OJEiFmz+4MEWa//T8m7ji2U2oKLS5W9HqQmg0JrS6EEdcLagoQuAKIEUIxwWxNccubI1kST5pdXjU6yXY00vrXx9huOMwRo2RoK6UnrFxtC87KaidTcO7PsCc0hrOmW/A6Q/zrd8dyFDFp9/qk6r55oHjKSui1rEWPvfwSzR3i2efRdU2GuobOew8TMxfzvzyCnS6UMr2SDEcZ/5MPYd6Ym9I3Z5vkDJshVr6vRkWOFOp5t9w9sfbhH80zHca03hL8Mj74LKncma/5IQkCVI65BGBsUlbGWulUMbXJbJKVFUsa68WRHZK2X+hIL0VRcyG2/+gUM4v+ZRQwwfHoLgehvaKe/uh36bdh2VouAisM4Ra3nscwkmiPw4hl1im81lxf+rbJpTw/iEobBKLaQ3w63SSH9AYxL14/TdBoyFiLheqeY1OzBrQGgSBv/5GeP5GGOuAsFvMRLBXw7k/ELMYJMRMhpA70aU4KGFwHxUzE/Q2Qfw7ZotjkbTvSQ/WlaRMxf5Ux7tm40RxYDImFwemWu4thiRJ3HDxWsYvOJU8o/Z1Sf7kOt+76oOMf+pC8oxa3G43zc3NNDc3c+DAAZqbmzl27FjWeqoSZ6innd/8pp3f/OY3AOh0OubOncvChQtZsEBY/3zmtAY2ra/LCNVNkrfXvKuR8VAsRfo/vrcPjQyhGNQVm/nMGbO5+uE9zJ9hwxeOccfFi7EYtFz50C5KrEZ2dDjRyBJjQbDny9x9ybIUDzceiqGqKlc+tIvifAPO8TD9njBxRaVwZiPq+V+hPj+K1zITr7YAi0HLBe9uIl+nY7yzi4Fnn6fn0FHGg1EUVczy63phC47aahouOA97STnRuMLPXzjKjg4RLHywz0OFw8zeY+4Mu5nfvNrDgYSS/6qzhYDv6l/upnvET1WhGVSVgjw9Y+MRVs8pTmUTDLqDXPvIXkqtRlzjEYa8YSSgJN/Ark4ng+4gZXZTxj00WVx5+ZAXvcGEooBOIxGKKgx7w6kQ4VKbkZpiC90jfmaX5nHnJ5amrpXJ9k4AeUYd/nA8w1JnyBN62/z6/9Ew38lQFIWvPbKXTYv+u+/5b4ror6ys5OjRo/z4xz8mGAympvoAGZXHnh6hsC0qKsraxjSmMY1pvBEYNHrOnFuPORzD5HMz2tqGf9SJMt6A3mxiTW0BVcULueO3B/AFo6+/wWlMYxrTmMaJkcuq59IXBYGuqvD/qoT6ru/VRMCKAj1b4YF1Ylp+5Qq47MWJl15TkVAGhj2gzxcqu/wy8A+jxGJ4fv8h7MdfI+sVWY3D7z+Mcslz3PDK12n1HKVh/4+4ZfGXkHu2AqR8+1OoXCUKE+mQJNGf8SE8f7iYVnerCOjNc+DRmXB8oRVP1JcgkhVaxg7zf6f/H3c8/kGOWuzcUL+aWzp2IAs6mBtmrRS+/1uv5X/X3s71f3ovbWYHX5mzGuLCez8cD3PE3YqKSovzMGNBJ9/deTvtrjYa7bP52sAuWhvXC79/Vwv3nf0gkiRPkKL+YVHckGXsvdvwuDszrFC+8uKX6BkXL+aHxw7hCo5RaC6aNOwkye7me7u+S+tYCwaNgZ8N3cvDTz5AKBaisbAJVVVTBP8vzn4Au8HOdVuupdMrbBxanIdT1itJSxZlUsG+saAJhyl7pk5y1oGiqrS4Dqf66w67s7z4T2T1kipaJAoMCgqheAiRUqXS4TmCL+pL883X4o14AfHCV2gupKmwKSvXIL0YYtQaCcaCGLVGOr0dABx1t6dyAU7GaiYWCBDo6eXFu+7nC088mnOZO89R2fWLn7J00xdpLLOik6VUGG8uL/kJr3lhRWTIH2SWbS6v7pt45mnu9fCnD36LQHyYPE1ZKng3Pcvh5nefhvsNevTnshVKLxKcyILnpLI/pjGN/waMtggrGkfNya+TJKOD7glbmfFB+Ojj8Npdwmc+nWA+5/uZyv6eV8Q9VFWEtd7hRyG/EmadCbIBel5K2PzcAN0vC2V81A/FjfCBRyDiE8T6czfAgYfETIKU+E0RBYCHzhQKf+sMqD8fNn4Hwj545D0Jm500aI0wc0NmuG3YK4j7madBYAhiYXjodJErUHOasBy65NmJAok57ffEYANrFQwfEjP9lMTvYdgtCvthj5jWNdmm540c7/TiwGRMtvuZarm3AekE6Rv5LU+uY7fbOWX5qlQ46HgoRjToY9feA7S3HkoVAHKR/9FolIMHD2a4dmi1WubOncuCBQtY2ziPZSWLCYfDGI3G1H5VVeXTG2cRisR4pnlAZNlpZCQkJAkOHfekbGMkSWJJjYOnDgygKArj4TgGDXSP+glE4tgsYszJ7S6pcbCzc4xzFpSxaX0dX/zlbrpHAzQsPpURb5BwTCEaUzljfjmXnrPshMfpgXMv4mO/uAt+cRe7Hv872MxoNTIFFh3NvW4WVjto7nWnihmqqvKDJ1p4fF8/BWYde7sFGe4Px+ge8WPSyfQ6A5w1v4yWfi+rFhfx1fMbUuetzG5iWV0hu7vGOL2plE9tnMWDW7pSSv9rfrOX5XUFfPHciXWS/vY2o0xYVakttnDcFUwdvyRkWeaBT5+aCjpOV+onVf0gCgdJ1f6SGgdLahypgk2pzfi2+/Wn4x9R+Q95QvSNBUk+9/234k2doY0bN9Le3s7AwAC33HJLql2SJM4777zU30kLn9ra2n+8p/9m8HqCWcGvAPk2I1qthG9S+JpFq0dGQ3xSIKiMlnBMh3nSmRITw3NpgCVyyrOB8bCGvBzFMmO+FkmWstS+sqxLqbbSoVVl9LKWSDJ0L4E8rYE8vY7xSOaYC816VKvKqDdzbHkmLfk6so6FXtailbIVRrIkY7FkV6plCXRy7jFrjbrUTLx0GAwaZFlCmTTm/DyZuBJHI2ceW52sRSdriU4as0ljIC9fZdyXObZ8m4GYSc/Q+KTzrNNi1kq4IpkWOjpZg16ffT41soQ+h9pKksCsyV21N9o0OcdsNGjQyFKWYr3QYmQgFiA8SQmer9MxHoySN6nCOuYPYTPq8YQyx2w16MjX6fBHJh0jrQZdPPsHWiPJ6NUc5xkJNZp9PpcUzaNQUfB3d7PoQxel2kfnf4+GolKUHg/V1bV8ZOMsfv5kKwB6jQ6NJAs7hTRY8vQYjFrCoUnXcL6BPJOW8WBme0GeAfdYAHuBOaPdHw2T7zDgcWVabhkMWvQ5boA6jYTenP0llGQJm/2NhdqGw7Gc17BeryEajaObNAPBZNJhNOkITSqC5NkMIIF/PPN82hymk/LtncY0pvEfjMCIIPmVWIZCnrxScZNJqvuT5D0IQuF4wlasf5cI4MsrFX8HR8XLP0DEL0iHh04XXvizVtJaZKfBtJpbjm4j6w7Xuw1P/05aXUcEKT7ajEfW4tDnQSTN9k5rhlhQbDupckyHLEOCNG/QLhVEvd+NvWI55JdhR5Cih5wHUVSF7+64mQ5TnigImK14ZizH0fsaHq2O1jyHaPd00O8f4KhOD2mKeVmSaXA00uXuIKiEMGqN3L7jNtrcRwBocR+FiuXM9btptTiYW9CIw1iQsuNxh9xYTYXc2Hh6Ig9A4WZ7XYq01Wv0KZI/idt23ModG76fpeqXJZkCUwG3rL2NHm8PX3rxKlRUoYSHDMualkQIY6+vl6PJrAGg3jEnixhPksdfXfo1NJKM3ThB8iftUuxmLTduvV7Y9thnZ54PVZ3Si3+2vR6bPpOQUUl486tqKsdgbkEDXe5OgvEgBo0Bq96KLEs4LLqcswNyKcxVFcbaL2R0aCFNpXXcdmEZX3n5iznHfjLq8JjXR+/TzxHyjk+5zBef3sEP17+bw395kkWXf4LWNBeF+ZW2LLV9ump+ZuQKbju7HpvBzhc6d7H3mFDMLqiy8aP933ndMb8ZdbtGI/PzK1ZOWeSYVs1PYxqvA1krPOvfDIy2TLLaYBP++5MJ5snKflknCHBJKz6L+IS1Tu+rcNkLgDRBfNeshz3twtNf0ojQ375XxTKxqLi/qsqEhY/eCuFxMOQLS6GPPwP7HxZWPdUbxL5jIbEtXT40fQhifqH+f/IqOP/u7LFVrxfPFdYZgugf74fZ54ApjdxXVaHkT74CqQpUr4XBveJZRJIBWcxYmHWWUP4nlfrp9jonstyZfLynKg6c7HLvMKSHt04OwlVVPUtnncG9n/scdz/TxmuHeyhnlFkGV2oGQHd3d9Y2Y7EYhw4dyghBTZL/SeV/i99GT8yGVqvDbNASiSksqRHnNhpTWFBpwxOM4g8LX/zLN8xiZ9cYBSYNO7s9BGNg0EBx/hSz0STBSdosBh74zCqGPCFMOpmLf7wNWQaDJs6Z88v40escn6L8iXvZkb8+xfxNH2VhlZ3HtnVx3qIKvnLeXPwJ1wVVVRl0B3n+8BDxuMKgN4zNFOf+lzq46uw5KTX9zCIzFqMWJNAnMu6SnvcAl62rJRyNc6DXzUOvdKeU/pf/33YiMYWnDgxw+YZZqZkMSX/7LYf7WNdUzJVn1TPkCWExZJPjsixT7jDjDUTY0emkJF8o833BaMo6KGmrVJRvZE+3i3suXcYVp0kpsj1d+f92zs5LzlR4szZBpTYjMxxvwCLtPxRviuj/1Kc+xVNPPZVS7Cfx0Y9+lJqaGgC8Xi8vvfQSACtXrvzHevlvhHFfmD8/up8XnmrDaNIxt6mEo0dG0Go1lJ9axq78EJp2iZVzHQxEh1FRqdCVsrMtzG1HVC5bYaPUMUhcjREdL+Ohv6jcPBbg2guLOX2eB1mKoMgFRLVhVMaQcKASBEKE41a2DHg5Nj5IbX4xDkOIcNyHFgfPtljY2uXl/AYbVyyPY9COAxp8UZXmgl5Wfymfgae1dB4ao6DYjG5ZAX+NB6k9Usz6RgVvfASjxoCKjV3+YfJ1Jqosdjp9TowaLQVqCa8eDmDQqiwoc9Ay7EYrS7x3nomz53aAAk+/WsdfXhFp3qsXWyluGABtlHJLMYddbkLxGHX5hYyExtk84GRZcTESXkLxMAWGQo64QwxXHmO1vYyj+1SGXSGaavNpXOLDreuj2OggosTwRHxYZRsHd5vZeSDAnGUVOEaC9He7KC7PJ1Zl5eVBHxWFJvKMetqOeyi2GVh1qoy2tI1fHz3OqtLF1NtqUufVqs/j4/XvZfvwAVpcHWglDbreArY+MIxGkpk7r4T21hE0GpnZG4rob3Jh045QG61gX0+AaFxhcbWVkHGQ/kCYemsxxwMegrEItUoR/b/14uzrYuWKStqjceFtV2XDPR7heVeAU1ZWona5cQ6PU1XjIBqN0/V8J8vmFTNsNdDjDDCzzEL5/Ag9pj6qauyoL0n0trkoLMlDqrXz8sg4ZQ4TNoueI30eimxGPnnuXM5aMoMRf4j7dh7hhY5+8vQ6anR5NG938YkDm7nsrHrefepMIvE4j+zv4A/NXciSxMIyB60jHlRVZZE+n7Gn+4iH46w4r4pmKUg4rjBLkeAVL88+HmbNJSUwx0tYCWNVSnjheZWegSArVlUQL3PhiQap1BfSuUvDL44F2XBqBTVNXsbj45RpSyiLlCH53KxOI/mTaB0dovWh3Sz/xlWcUldA/Qwr2iKZ18Y8VKpFzJ6p0BscxaozMseWRyQ+ytKv6vFudnBo2wgms56ilSXsNAcxaCQWqQUcbHOh1cgsKrQwsqOXaz//F86/cB7nX9CERifz4kAbT/QcJPy+KE0dpXQ9N0YoFKNmQSmHVIWxPg8Lahz0jvhx+yM0VtsZ9YR40ROiYb4Dw2CYsdEA8xaVcfEmEfJ9Mjje6+aRB3bTvKef0rJ8TBYd3R1jOArNFBaZ2f1aL9+48q986JIlrFgzM7VecWked/zkffzh1/t4+fkODAYtNXUOjh4ZQafXMndeKR1HRpBkiXPf18i7L5qPPEUxaRrTmMZ/HnL6vKdb9VStFn+nW/lc+iKMHIafLp60NUm8aCfXScJcJAiBsEf8iyoIfFmm1ZwvSHOLFY9WP6HO1+eLooA+D/uDp9FQm0bO+waFby8IIuFjz8CvzhB/92wRmQLW8uzBWkqQqlZzS9c2PFVrsL//j0j5ZSBJSMA1S67himcuRZEkjno7qY8pHNVCQ0zBftnL4B/Brig07Ps+rZ4OGgoaqc6vpqGgkcNj4gW3qWAeX192LepvP8AVNhNIMqF4KIs4z3/XrcS2XAO+buFlnyCykwT1bHs97To9Cgqteh3eqC+DrJ+Mo+72DBX85PMqSzIzrTNpLGxKqddDsRANjka6vV0EYgGMWiPf2ymU/0atkXA8zGx7Pd9d970JYhw1ZfmTTu6nrqe0cNZ51VpGCoRKv93VlrHc5IKEJEn87+qb+PrLX6PNdYQbtn4jw74nOZNARSUUD3Hnxnuw6q1c/vSlAIRioZTyfqog2FwKc6c/RI/+fhwN/fT6K7BofpRRcLj2lJtRFBV38PV93uPhMKHhYWL9x1+3YK4zuvH07yQ6dgZFpbNYWO1g3zEX17yrMWsfKiq3XDwbJW7O8O//8WXLGRsPo6oq3qiHa7aKMbeMteAJuXGYClJjVhSVMX/4dcfwdnjaT2Ma//XQmt88EZxuK5Mi5icRzOnEdbqyv/wU8CWy7KJ+Ya9Tf74gwNO/3+fdJWbljbWJGXg9W8FSDL1boWwJjB4UfvmhMbCUCbLdmC/+RoI/Xyr+tVZA9/Pi/5Mq/Q//RfRlpFkUAJKBv2WbprbMWfhxYfFjsmeS809/VQQRAyz4mBj/sc2w8BIxm67nFag9UwTzpo8xXWn/epY7k4/3VL+DJ7vcOwjJ8NakV/yODieSLFFg1gvbmSp7hl1LWXEho+N5/O9lH0zNBvB4PDQ3N7Nrzz4eevwlAkNdjDuzPf/Tyf9HHnkEEJ7/OkcF5TPnoC+uYcm6d/Hz51pw+SOM+SOcu7A8RX7nm3SsqCvk1fZRZATJHwdGfBHKHdrUeAbdQWEtY9azp9uVspYpd5hRVZVzF5azs3OM9y2dwfxSc1Y/r7/+eq644gruu+8+br31Vt7zu0dSn411dBMcGqG0oprGSju7j7m4+xlx/e7pdiGhEorG8QaiqdpTfWk+e7pdBCIK939qJZ3D45h0Mt/47QEKzDp2dDj5/hMtHOzzpAodOzqcjPkjNFZY2d01hj8cJ8+oI/nUlbyy0tXuV58zlyV2H2tXCmX+b7f3sLNzjGW1Dq44bXZGlqiqqtz/UgdOX5gxX5hzForn46Qlz+SZCpNzSN9qi52pkJyp8A/ZBL3xGNr/OLwpoj8/P5/f//73PPTQQzQ3N5Ofn8+GDRt473vfm1qmpaWFM88UvnEbNmx4a3r7Dsfo8Djf+soTKWWsfzzCkcPDlNfY6VpgoDMZtBtRebE5SKmtAJ1G5sWxCTXwT7eFKMsvpCaqZ9uBCdX3rb/38PNnNNz3lWJ0ugmfOxUXINHqsrJ1aCJ0tMvn4pgPLPE6Ht7hA0RA6pOt4/y9VeVrpxcyGIikfoyiheMUfRSKjlXzt/4AUUSfupwRul6BMxuraJMGCMVHAAlvNIQ3GqLSVMi+I3AwKIJto5EYzYMuqu0mrtnYj8M0oWR674YjrDslj5f77MRNEwq0qDJMg12PK+Kgwzeaat85MopRo6HBVsLmgZFU+0jeII7VMqcbyonmT4TOjoTEcdGNVfPg3zyoiePd5gmBXmLdmXVs63UTd4v2fmcQCHL6CgeOOT2gEVVZX9TPM31b6fId5+zKNantm7UmNlasZJa+hh9+8yVcA4OJTxSOHBom36bF/HEjXcaJMYzoeqmfbcKsMTIamxhzu3cEk0ZH1W4HhzdPBLP2b+/DZtRQu6GW3V1jqfa9rgDaAj1n1FRyeMfEeR46NAKyxNkfq6ar+DhOSZzRYasP3gONfdW8sH+cmEtcS4OuIIOuIBsWlvP1Dy3CmJhFUJJn4hsbF7NxZjm3PLyX/QGxb48/wp1/PsRTe/pwOsIZQbsHBl0UmQ2UbvcxcGxizMf/cozKIiP2ijz6D0ycty0PDJHn0FJ8dhV/2JsMqZXYvs2P0WBg6aISXtzhBoSa/qXXAmzdqeV9C2cw2CejXhhh7NCR1PaSN+R7/trJDfftIzjixrm/Bcepy6lekMeLneJho88Voc8FpzdW4rD2E1FGhDDFHMZ8fpjVy0p4qgPaE9d8LB6jGReV88xYXnYycEiMIQb86ZH9vPRMO/bPG+kPJNSrMnTWj2Keqcewr4yXhyZCnpu7XZj0GhbWFXCgc+J8tkYkdEUmrr54Ie86s56Txc5tx/jJD7ak8j+GEmG/8xeX0XpoGJdTnOeRoXF+/L2X2buzjs98aeIattlNXP6FVaw+rY67bt9M66FhMbZYlCOHhiguy+MbN51NYbHlpPs0jWlM498fSb/1LF90SZqw6rGUiAfnyVY+JfOgeo0gBPR5gkSoXC3Cc/NKM196A6PicxD/JooB9t5tNAR8tJrzaQj4sKdb8ETEc4QS9uLR6ri5YwdenRFr+TLcWh32qtVIvdtQqlbjsVdgh9RLEaoqyP7JD/yJccmBERyJgNv0YyEFx2j0u2ix2KkPeLjtvEfw+fvFPqM+7Pllwg5nww8ySPRb192OK+SaIL/9w6g9W1PFibn2OcSQ6PAcZba9ntvWfpdvvPJ12rydACkyOvn/cTXOUXc79Y45KQ9+u8GOiopVb6UxYUEzyz4bVEHyNxY2pZTnU53XpJXPlp1bWLtsrbC2UVUuf+YyAELxkLDlQSEUC02EAieOU0yJ8Y0tXxf2Q4VN3LL2NqRJhksTNjMqh3qirKqdy1F364SfPqIYYp9EuCf73OE5Cgi7IHfQnfL8t+qtqW2YtCaq8quQJTl1LHLZ8UxuzwVZ40dn6QdJRWcZQKcLCbujoJvrH23ngs1bMOo0BCMxFlUL+56pSHwlFMLXdhRUmFOWn2qfTCQAqFIEVBg+vJfikmpqiy20D/qYVZKZb5brXCaPuSxLFOQZ+PwDO9jf48IxpwyNuZ+Qr4zrftPGTzatTM0ATBZfkhkAk8cgwn4nsgIWVNm56YMLUVX1pNafxjSmcQLEAsKGxjHz9ZfNhcme8pOJ/8nEta1K3Gd7XoGCeqg7A469BPXvEmr6yaR0xCdmvVWtETPwKlcLRX9hAwRdolgfGRdhuWG38NWP+gEZTAUw1g7zPyqs+6rWivyd7s1Qd7box1i7sAtSwmAphZ5X0BR+IHtsk4lzVRVWOkabaO98XswUQIKu5+GSF6DpIphxKmg0J6fcPxnLncnH+2TPyzsc46EYzb3ulFf8u+or0GtldneNUVNswR2Mvq5di81mY+3ataxZswbqz2Bn5xgLyvSsLQ3T3NzMnn37aTl0kK6urqz9q0qciLOXY07B43zk6fuQJBlraTWmkhoMjo3s2ROgqakJk8nE1efM5bJ1tVz98C46hseZVTJhTZOu/h71hTk26qe2JA+LIXNm++UbZrFpfR16nQY16M/q0xVXXMHVV1/NXXfdlbo/JxGJxhlubqG4tIK6Ygs6GXZ2joEEBWY9e7rH0GlEqqZeFhNNXIEoy2odeANhfrG5l2cODBBXFCRUOodFDqLTF6Kp0s7OrjFURSUQjuENRmnp96aKHaqqcnpTKfvSAonvfKqVPd0ultQ4uHzDLExaCUmS8AYiPHVggHA0zp+cfnZ1uZg3w8rX39OERqNhPBRjT7eLhnIrI74wl2+YRb5Jl3GOrzp7TqLA8Paq9k+E5EyFN2sTNOQJcdwdAt6YW8J/Gt60uZLVauWqq7KVREmsXLnyv0rJDxDwR7LsLwBcniBONduWZcgTRZvjAXnQFycylB2OOeqNEyOWIyBXZSAQzmpVgC5n9vZVJDrcEVSyp7REixSi/dkVsAFfnJAlOyTPG4rgCWaPzRMKZZD8STis48gWLZPzQuNqBH80ewyheBxnOJbVrsgK+UVhxrJXYWiInIHHHo1MjnxkZEM4RfKnwxvJPd3arFhwDWTveNwXI2oMZrUH1GDOQOVgPIq3M/t6iYXiBELZHvMxBYI5jgWKimwMg5Q9uHGLWG8ywpF4iuRPR6HBiD+QfSwG3QF8xux9jwbCmHqzj1NgNIReyT4H464Yob7sDoXCKmODWc3E4jDSJtLhZRQCw87UZ6kb8j0/4Yb79on9jjixKQoGbfbYguE4thxBjzFHBG8OG6yxcAh1JJDd7gwQC2Ufi4A+gi+a4zxH4vhzZAZEFRVDQbai4EQYGw3kDPkOBmLEcux7ZMiX1QZQWGTG78vxWzUamCb5pzGN/0JMpXwGJkJsQYTp5rLySRYDzEWCzJ9EnqcweYZAYl0pMMItxgI8ni7s1mqknm3wwg0wsAuUWKYffjTOTWf9Hzc+92lat3yZhjwjN13dyTeb76F167U0zDubWw49BxXL8fzhYuy925hra4LFuxMqxETBwj8Ek8jpCTL1MHMMVuoDXo6a7Xzz+U9zU8sLwkJHb8ggzdOV4bIkU2gqnNieuQhP9Rpu7tqKp3oNdxTqODrWQr1jDrevuwNP2M0RV2tq+dn22SkyOsNTfc2teCPeFMmfJHznOhq47+wHcBgLUFGzZmR4wp5UAG+6v36yr3maPDSyBofRgaqqKY/6evscZGTa3EeY62jAlmY1oagK39jy9VS/J283icnhrN9dfzu9vl6+vPnq1P6/vvy6rBdJd8hFu3tC9V/vmMP1j7bT3OthYZWdWy6eTTgunsHC8TDHXKPUFpRkWNOoqLhDbuwG+5RBsOkzHVRUvrfre4CKqoI+NgOr3o4syaiKheZeD3FFxZ94Bsvln5++3Xg8jhLKfh7MRSQYtSaCsSCRQASdJLNpwyy+9q7GrFDFE35HAac/zL4eNyAx1nYRkjaIGjPhlTypvqYXX3KNIUnkJ3MCAPYdc/G+H7xEXYGWH80Jn3D9aUxjGq8DvUUE6b5VSCeYc3nKAyhxcd9zHYXYWrj0+WwlfxIZNjSnw9nfE9t5+SZBrjddDPXnic+euhKafy2U/eODokhQOBfe9RN4+kuiQDDztIn9qSoUNwkvfWOhsNjz9VPRci+s3CD6k1T0hzykyZcnChgzT4MNNwpbouZERmT1Rri3STx7mIvgqwOvr9wXH4jtHdsscgBUNbfd338g0onU1fXFKa/4ZFhuOtF70nYtEhjNeaxevZTd40WE1IXULILqcIByyUm9UQT/7t+/Pzf5ryp4BrvxDHZz84HNAGg0GubMmcOCBQtYsGABJTErY3oDi2dOzCJMqr/tJh3do37mzbAxHo4x5AlRZhdcV7IQIElw9oJyzqvLy9r/fffdx1133cV9992Xc3iRYAidDFazntaDg5yzoAxZltnZOYZGFkS7XlYptZlYVV/I5afN4osP7+ZPu/pAgnhcTd1X9VoJjSyjShLDvjDLawuIxBSe2NdPidWAxSAsiwDufqZNzLKotqOqKp9/cJdwfqiw8vSBAXZ2jjEzL8bSpWryNAAqMUWl3xWgc3icw/1eHv7sKvKM2lSOwfK6CcX+5HOcb/rXzuj/R22CSm1GKgumrXve3hSFaUxjGtN4CxAKRlGQMZdMECjJG/I9f55Q+ZuLC1ElmWA0R0FkGtOYxjSmkRMnrXzOZeUDmcWA5L+5IElwyfMw2ipe+CVJ/JdXKsJ07XVwR1EirNcKV3fBHz6CZ3A3rXkFwptfB31/+hitjoTVjxb6gsMTJKjegLvqVL5nUGi1WGjQLePmju1wRyFEA6LfKtC7BZBEWN9lL4Is4wm6aB1tJi5JHNFqQF+Aoiq0amX6dEZatXKCaD2cskQBUOIxPO5O7I7ZSAmCNhaL8I2Xv0q7PZ/Gmiu5ZsUNHHn2chQUjrrbcYfdeMPejMNz3fIbUoT9ZHI/iXTC94irFSmh0JeQssj2dPW7UWvEegJvaEmSuGnNLXxjy9dTswd+ftZ9/HD397n8mctSxQ1P2DOlb//k7d196TK6R/3UFVuQZWEZlOG/nzbzwBP2YNVbuWPnd1PZUHMdc7n2lJu5YPOWFLmsxM2pbWgiM/j43XtZWOXg3k0rhDVNDuX75OMyeZmvLbuWVleLeENWJYbazsEdjFKYZ8goWCQV/fOrrPhi/TiUmRmEvKIq/LXjLyy3LMAnhVBR6XFOFNxzEQml5go6hjxotIVEFBWHXpNF8kN6CHHu7+gkAyTUmBASpIfmFlj0LKi0CaV+jgyAZCEgSUbIkoSiCnKicywGEhnFm8nrT2Ma03gd5JUJQvztUH9P5RVfvQb2PSAU9MdfI2FinnsbkiTIfU+vmA0gJ2b2dW+GvHLYfS/sukcQ6l8+Dhq9mM036zxQIzC4R5D8vdtEEPCxzcC3Ju71n94p7IS2fhf2PgCylqLev8ATXwCtSfQdCXyJ2etJ657uF0X/m38lFPx1Z8CVrWJZby/sulvY9wVGRYGhek22ct9UKP4NuicKF3VnwCXPwUs3Z4ca/wdDkiSuOnsOQ54QpTZj6p6TtEdJJ3pfz64lqRIvSfi6D3lC7Op04g5EGPFFKMk3MGKp5tuXvj+1Ha/Xy8GDBzlw4AAHDhzg2S07CIxl2/7E43FaWlpoaWnht7/9baI/MkeKK+l4agVLT1nM/PnzaSg10joUorbYwngiw+7aR/ayrK6QTevr2N01Rp5By6HjHrSyRDiHaO7WW2/NUPL/YN27+eqWv6X+1ptNqJJEPK4QiMSJKXDNeYKMvm/z0QThD9G4OGaBcJzu0QAmnYw3FEeSRK6kRpYw6jRIksQ5C8pS9jqKohCNxTnc72N5XQEWg4aOQR+7Op0U5RvZ3+sGFYrzDTjHwwx6QqhAUZ6e1tEAvmCUfJOOcxaWs6PTCSp0jvjRayR6Rv0MuoPkGUVo8SSNyz/NkueN4B/pkyzLfO8jp3D48OG3uFf/Xpgm+t8EgsEophwXnlabOwRVq5GQIUvTrQV0qkSMzBVkCXTa3JW0UFjClEM8E1NyL2+Y4gwrOdTWAMRzb0ee/IuQbI/JSKqKOjnwA4l4XEajyRx1PC5DXANSJhGrqiApucKFYYpDQTyau09TVf00U1l1TbEdNVvwLBZXVHGSJoWgarRSzuBXSZXQqLkHIemmON5TTIWeHLCa2k6OsFvRp5zNUz6/KFIO+T/iGpaAyYdQK0lodDJKeJJSXpaQpzhx+inatVP8lktamSOHhgi/r5GCeXP5vzM+yKee/13qhjw6/3vU5xdgMFspnN9AQKNj/+BY1nbUKY4Rau7ARr1WRqORshT0skZCVjQIh8D07YBGM9V5yD3mqb7nU/3GqFP4zUnaKa6XHDMbQATq5Qrg1k5xfU1jGtP4z0bSyiWX8nnSgplWPm/0ZVhRxMt0uvVPOqk52gphDwrgVkLg6cYhydjjURqiMVp1GhrGXVT37aYhbyOtOuGbX12yeKJQYZsFh56ntXG9KATkOfBq9TgiCcK1d1tah1QRCpiYmWCPR2nwu2i12JnrdyNVnio8+KMxqqMhGmIKrVqJhvFR7I9eCJe+KEjjP74rFZZ7y0VPAPCNP72XI1pBkrS4j4pg3kQf5zoa+P6uO2hxHsakMRGOhwV5a7RnkdTpCv6kuv9k7Wi8EW+G+j3pXT8VfBEfR93tKdW4P+rPUJF3j41Q4yjOIOvTffszT7XKVQ/tyrJ5SRYTkv77N625hW9uvWEijyDh4S8j840VN+IwGllQZePgQD/zyysozDNwy9rb6HQO8/G79yJpg+zrEYr24nzj6yrfIVsdDxKNBY0cGj1MdLyc+eUVKRI73RffYdYz6g/yxZcv4+rNAcxaM3euf5CSfDOSJOEJe9g1uIPFDfNxNDSx56XniGomlP2TiQQArSxh0hsoW9AIBgOWSQ/uqUBjkw5X+0WMDvTjKq9AXZP59SvIEyrH5gSJf9MHFiIlwnHTA4eRhPJQkqSsR5/0osaCShs3f3AhN/7uAM19HmodGgrzDPz4suXT3v3TmMabReXqtz6sdbIv/2SLmmTgbd+rrx8Wq6oT/vhJ0jtZQGh/EtS4CPUNjIKzRWz7yauENdD4AJQvFfupWj2xP4N1wnZHlkWR4/h24f3v6xMMw74HoWC2KIT0vCIsgUCQ8Ru+KbbT+axos84QhYcN3xLbMlgnZhNqDPDElYLATxL2BisgiZyBokYR3HvgV8L658CvYOXVuUON/42Q7tl+Mr/Lqqpy9zNtOcNO3+i2JtusFOfriSsqI4mZ48O+MFaTLsNKx2q1snr1alavXs2AK8Che7aiV8N4Brp4X53KH57diqe/g5BrkMnsg6oq+Id7+NMfevjTH34vGiWJwvKZbFy9jJr6Rl7s0zNzVgO7Op18YHklEioHj3uw6DUcHfJx+pwCDj35FJt/8FO+8Pyfpxzbjza8h7iiIskSlYuaCGt0HOj1oNPIHOgROQCSJPHFcxsyQnOfbh5k04a6VAjv7FIL86sc7O9xsSJRfEgS2eJeLM7HliMjkPh7089fo3s0gCXhwLC8Vtj27Opycc6CMi4/bRb3b+7g6eZBYjHhvf/Fcxv44rkNjIdimHQSl/18Oz2jfmqLLTz22jF2dbtw+sI0lFszcgz+E5FLMPHfhmmi/w0gEo7x9z8f5sk/HWLW3GI+evlSKmdOvDxUVNm48fZzeeT+3Rw9Iny96xuKGR70sWhvhNhiG82SeOBfHDeh7HGjxBX0SwvZoxMWIYvLC/nsqY0U6A088PQR/r6zF0WFmSUWNBqZT/+/IB85vYj3rBpDp1Xoc5u5f5eR/f0+Vs+aib3gOEgxbHoj9VYTIUcXi2eU8+D2OKP+OFaDjpn2PB4/4CYSsWHQJSxFYlrG2ivYumecOVU23JYww5EQWlmiqcRB+5CHKnsV+YU+3KobSYGa7iJ6n3ezxGHEvyCPVkKgqjSaHAx2B7j+p7P4+NkhFtQL/7Xm9ip+/YyRYERh1UoNurJ+URhxF7Jvp5FRd4T5p8xg1NGPKqnU5OUzM1/DeNRLhbmYnSNOIopCfiyfSLudX3WPs2ZJNQX1/aCNIYVN9B4qYfdhLwtqCzg25MMbiGLTa1ik09L7QifrGoo5ooHhYBSjVmaF2UDno/3UNjkoPitC1O6HuIS0r4gXnh6jbebTfPTyZdTOLkRRVJ7c2csDT7eRv3IGJd6w8MgHVqyZSdMSHfOWzucPXXvZ5xRKhKJACb0HNIyGYjQsdjBi6xd+bqECRg6baMkL07SmmsHXelHiKgUz7YRn2ugY8bOotoCWXheRmEp5gYlPn9/ImsYSnn3iCH/97QECgSjmAhPmhaU8+6qPRY3VRKuHCWpCmDRaKi0OuqQBTr+wkNbXVPoHohi0Mg3VdvZ2OLn2F9v53LubqC3LJ64obE6Ey657v5mRQ0ZaW4PIEjQtcDBAgAq9GbNOS7tTKBAbjDacvWHGF5ZSo8DAbhHyVDqvhCGrnmOhGDNKdHgPe0BRqa0v5KOXL6OixsEvn2/nz1uPEY0rzKw2ULcsznC8j41zSnltc5BgUKHQaqDUbmLbcQ8LF5fR3j7Kwrk2Fl5xMQ/k6fE4PSLUJlyIJGuYf8WHiZktvNrmpNRrQm+RGY6E0EkSDTo7e1/24C6vonGZDyxuUCQCfTPYuj1MldWAtkSiKzSOBJwxu4Irls8lekaERx/czf7dxwEoW1xGn0HDwMsKcxZrGMkfAAkKg0UMHtLj80dYUOPg4DEXqgpVlRaMFRr6/QEWLS3k0P4xYjGVojwNX3z/YtbMK8v4jRlzBvjdL/ey/ZVuTjtrNhd+ZBH5ViPj3jB/enQ/Lz7TzuyGYkaGfHhcIfQmLYUrKtk2Os6sDTPRdLhw93nR6WTOelcD7/nggpy/ZQVFFv73++fzm/t30XpQZESsXDuTD35iyZv+fXyrEA6ME45OB+j8MxEO5LZ4msZ/F3IFlOZeUD6xaj+J9NDe5MtiYCS39U9yeVMhit7KDVWNHMorgL230aSPcKsS45bWF/HMWI79+G4RpHvRE8LqJ6GiTxUq9Dbo2kOD302rRVj92OJxMNiEt3DlKlCigmhAgoplYC4GQMor5ZaoHk/Ly9jLl6Gu/z6eiBe7zooUHOUWJY7nnnrskQCSrIXAiCCNtXJqdoHHLfz2j2qllLdwva0Gu9GR6mPSD19BIRwP88PT7sRhsOckqYGMNm/Ee3JFGbJnalj1Vlwh15TrTV4+GTAs1POVfOKefSyscnD3pbfii3pPuP+pbGK8YU/K9ueQ8yA93p4p8wgcRgdxRSGv7vcUFR7BUdCIynJkScamt2Kf/Sd0ef1ExytAXZ9zDHaDPSuQePIyjsS5cQfd7NtzlI1rlqOqMDoe5If7vp1ReAmqI6mMgUA0wAfu/TPzS+r58WXLE/tSccY91JaWYqmuJNzZnvP4ADzx4Y8B0LBkLgVV5WgL8zM+T/fEb6yw0tLvJa6Yae71ZNnmSJLEvScg4RVFpXNknAMJW55c1juSJGUR+fduWoErEKGrtTlRIGDarmca03izWH3tW6sWz2VLM5mklmV41z3Znve5wmOn8q0/5/uw9htwTwOEnOKeWTwPwl5B6FtnCKLfdxzqzoR1NwpRnN4qCgFJ0j+jcPAUIKECkhKFihXC279gDvgT6u7qteLefc73J5T43ZszCxYajbDr6XtVkPzWisy+h72C3K9aI4oB4YmcOED0MddMiH8TpHvUTybtp8JUYadvZlsAm9bXsWl9HXlGLT94spU+VxCjViIUU5GBEV+I8VAMqzl7FlipzZggxKFh4RK+cMlSdA1n8MS+fmz6OKqrj7Orohw6eJDnt+4k4OwnS3qoqjj7u/n977tTTbslCUtRJe/5ay2yo5r6uU2gn8HlG2ZRZDcRjpZQPreWH6vvw2zQoCgq4+EYmsR4zQYtpTYj0bhCfs1M8itK6Q+rDLoDxBSVhdUO7n+pg91dYyysdvCpjXWAuNeCeKZ+4NOnMuQJUWI14E+IIieH4/qCURRF4bWjTsIxBUmC14466XcHMek0+CMx7rxgCRaDlt9u70lMyJGwmvRccdpsdnW7MKhqBnGfJO8f/uwqhjwhzHoNVz28m5J8A6OeID2jftbOLTop7/s3Wvh5pyAez7Zr/m+DpE4lEf0vRzgc5uDBg8yfPx+DwUBPt4v/d/MLjI1OeHbLssR7PjCfiz66OGv9Lc938MSfDjLQlzktu7qpCCWq0NeeqTieMcvBuZ9bwvrZFRntHQNe/u/JVna2jWTMFCgvMLJmbR5/OTJGPO0Dh0nPJ1drMBmOo6QpjjWSnn3dM3m2bZxAwtZk985SZAmufX+E7dt8uP0TPuJajcSSxUUcU8YZ8YcmxixBk0lCtzXM8PFMcqh2WRk9Fj3dA5me7afMFj5oe49mts+aYaHQrmXHIU/msSg2c+57FDzxoYzp6matiYG2UjZv8xBLU1nbLTpWLspn804P4ejEmM0GLcuL8xjc3kfAPyHP1+k1zF46g+Mtw3jdE2PTaCSWnllG5z4vo2mBqpIEa8+Zw2vBMJ0DmWNeVGnj82fPob6hhN27d7N06VIA2txD3PPbNg4ezTz/M8stFBXo2H3IndFe7jAxM9/Ajj5P6gYBUJhv4PwVVXzsjNno09TZPm+Ih/50iL+3jxCMTIzZpNew/iwLg/ohAmlhhlpJptxbxf7dQZy+iXwBWZb4wBlV9Du6GQpmjm2mppz2Ppleb2ZgzdwiG5GeOB19mcvPKsnDrJNpPp455qpCM59YWskZZ8zOuEEcd/r5Xds+jsR7UNKu4XytEVNXBTsPuoikBQyUO0x88+LF5MlRjNEAo4faCIw6+ezeBvQWE499oYBun8odvz2ALxhFp5E4pamQzp5xRj2Z1/C6U+x09IbpG8n00F08t5BPv7eBhmJ7RvvBff3c88JR2gYzx1w3w4LNqmNvizujvaLQTHm9mf0uZ8bEj2KzkfMrK5lr8rJi+bKMdV55sYOHfrqdSNrsCLNZx1nvbuDZJ45kXMN6vYa65TPYGYjgTmvXyBIbZxXyyfc0UVKWSRhMhT07erFajcxuKD6p5d8u+Hw+2tra+M3eEcYnzxD5D0IkMM43378cu93+ptbfv38/ixYtems7BTgcjn+bB7jJ9+dpCLyjjouiZIf2yonZUw+eNtF+2WZxk01b3lW+mE3FZSiJeZCyqvJAy0s4ypeJwL3gpAyA9IKCqqayAhT/MB6NDnsswoHmZhadeiYEhuH3FwurgfKlYhv9u8Q0/2QfcxUoksjRf1VVuf4P56UU/be+/+8AqbaauMr3L/gbGu3EC5Uaj3P9lmto9XQw1yG8cVvHWphb0ECXu5NgPIhJY+LeM36Kw1jADVu/QcvYYRoLmrh17e1v6Luabotz49brU8r529fdwb69+1LPLbmW90a85OnyODzcxed/3klckdDIEn/96obXJXtVVeVzD+xIKfF/smkFkiQxFhzjsqc/kVruwbMf5o5d36VlrIXGBJmesixS4bMPvciA/YdIkopG0nD/OQ/hMDpwBce49KlLQVJAlXno3IcmrJQm+e/nCiSeTP4nsXv3bk45ZQlfeHAnzQPHKWi6HyQltW+b3sZHn/wwgVgAJaZntPnTaGQNf/7KOrS6EFa9lVA8hCEq4WxvYccv7kQKRanMryRrvjygMZupvviD+AvLeXBHP73OAD++bDkAnSPjXPKTbSiJmfYmvYZAJI7FoOWZr29Eozk5xVp6wSA9UPjeTctP+lpKf8b9ZyI5o+GdOIPgHfWbO413NFLXynMXYPhKJ+jeIhVt0A0PnS6I+fFBuPSF11ej5yoOJL9bU32mqvD0V+Ho01C+BN73AGi1k5Y/DdbfKGxwkr73kSAceFDY7pgc8OE/g71a7MvvhAdPIz7WjqZ4HnziGdj8P+L+OuNU8cLW+6rw40/vR64Cxev2Pa397O+Jv7ueg9oz4dwfiPVPVAg50X7fJpzsb64vGOULD+6kME9Yuvz4suWvq9KeitDPta08o3ZKonfydjatr+MLD+5kPBTDOS74Bo0MRp2Wx65amyL6J5PHiqIw6A7y2+09qZDZSEzhYJ8n1T8QXvub97YT9w3j7e9A4+1j+FgbY4N9ZPsOZEOSZOrrZ7NgwQLmNzQwu6AQy5796KMRjqRxPLNL89BqZEBCYzZR+oEP4C8s59e7B3mmuZ93L57Bp06r47MP7CIcjeMKRDl/YRkvtg7jDsRwmLX87ZrT0Gg0Ux7rZKjujg4nWo3EkCdMMBLDrNdwzsJynj4wgCcYw2bSUmw1cMwZRFJVTqlxMOaPps7NXU8fYcvhPtY1VU5ZmEn2YWfHKJ3DfhEarJF44frT0WqnJvtfr/DzTi0CxONxPn7Py1yz1vpffX+eVvSfJAb6PBkkP4iHz8PNg1yUY/m580r4xd3erPbjR5w5wzSPd7hYkuY/nsSsciujnlCWHdDAWIjmIUMGyQ/gCkbQyNoMkh9E2G1cjadI/tQYVOgfJIPkB4jFVbz+CCNKKGt5l1OB49kK0OEuD92F2cEXkwn+JDqO+xnzZH/xjo8EiKtqBskPEIgFGR1SMkh+EH3vH1AzSH6AQDiG4gtnEKQA0UicmCuYQfKDCEkZag9nkPwg7u0HW4bonJTeDtDpDFDfUJLVPsdeSlv3nqz2YwN+gsHsBPABVxCTUZtB8gM4fWFmluZnkPwA+VYjcoEpg+QHEfwaCscJyJljjqkKITWSQfKDuIYP9Y8QMWafzzHFR683+yeiy+nNGajbMTyOJUdluNcZYNb8sqwbwIxCC+SFUdyZY/bFQqjRWAbJD+IY/XJzBwtqCzilrgDT4lOwoCK3e4jLMls6x3nkxQ58ieDbaFzF645mkPwgruGuvmgWyQ/QN+jPIvkBmhaW0/abvVntncf92D3Z6oR+ZwBdrTzZ3YmRQIhZM21oRrOP99HWkQySHyAQiHLk0FDWNRyJxPHGlAySHyCuqHhl6aRJfoAlK6pOetl/BvILSpFj75yHhbcaYb8Xu91OQUHBm1rfarW+6XWnMY2ThqJMhNXmlZ74xTZJjKcH8aYr93u2ihDf/LKprX/8Q2I5NY71+C6MBWcRSEzdn1swD/tV90/0I302QXpBoXI1wopH2AbIlzyPI2ETVGdfCKvOAkkWy6pxoRyUJPH/vdtQ/EN4dEZB/Cb2MZn0thvsSJP6L0mSmF0wyaP/pgsfFx793m5ufPWGFMGMoiA9fDq39G7DU70GzrqWy5+9PKXYT+pvgvEgVzy7icaCJhRFAVW8VMXVOL6w73XV/EkkZ2q4Qq4Mb//rtlzLhy0X51zeZrClyHGDxkAoFqK8qYqBw+87aW92FRVH/R8pKmxJKfGTOQJNBfNSxHu+3sbRIR+KVuXokA9VJeW13+0a4VBPhHxtBbq8fmbZ56asiuxGB/OKmkSBoLAR+6RQ5OTsFFfARctYC8okK5/JM1iShLKqqjj94UQgrYmovxxD/mBqdoAkSfzq/Efo8/Zy2x+HcMleFlTZspT/sk6moLaedZ+5loFnXyDc15fJQ0gS5uoqSs84HWNVJdu6x3n6wAAxRez/m7/dz/4eN0adTCiqMK/SxuHjbiRtkGDElMoQeD2klPyJ2RWhaJyHP7eaWSV5qCqM+cPvSBIdMgsU6fZP05jGvy/igmCec96b34SqCoJfQqjdT6RGTxLUBqtQthttE6p9S6mwwwm6wZz4LZSk3PY/fifsvBfiYXB3wXl3grYge/mQZ8IGp+M5ofBX4uDtE3199AJB3J91B/zqHHB1EDbNwDxzPTx8uihWVCyDvq2AlLDpSVPnS9LUhYyp+p6r/dwfZC+X3G6uwsBkO6N30O/lZOuck1FpTxV2OnlbFoPmhETv5JkBm9bXsayukF2dTlbVF6HTSOzqdrG8tiBVfEgnj5fUOLh8w6yECl3Pnm4XhXkG9nS7uOfSZUiSlBrPeCjGVWfPocHs5qEDDuSiWYyNR1hwupmeQScxVx+BoU4KY8PExnro6uzIsrxVVYW2tjba2tr4Q6LNlp/P1886D0Oa/7Y/HMNmMWKurqLkjI0E7CW0joZ5rnkAVVH56Kpqrn54F8ecghsstxnY2+PBExA8mycgwoArCixpx0jPjk4nvmAUq1mPLxjl7/v7CUfjhGIqJp2MSa/lvk+vIN+oZ3fXGNWFZtyBKMecQUw6GV8oxqA3zKrZRRlhyUvsPtaunHr2RXK519oK+HKCz4jEVQ71eVlUM/U75VQzPyafxzcy++Ofga5hP97gdF7jNNE/jWlM498GgXCMnz/ZiiNPz8K6QswGLYMeURX/+ZO9/+ruTWMa05jGvz8URajWe7LDanMu+9BGQdLr8yDqTyj4XxAWOT1bxJT53394QjE/2fpHUYTKXhWFTq9WT0gWxW0JietWfAPJNMWLSHpBoW+beElLEPeMtqY+y3PtnyDnk2HClavEy3rPVpTyZdyw+w7hx1/QyC2rboLRVm5o/3UG2d1Y2CRI3EnWRbJGi6NwTkabL+bnqO8YCkqmV3yiz7ISw9GzFTUey7CRUVWV1rEWFBQUVaFl7DCooKBwxNWaEZabKh6cBOwGO7Pt9SnbnHZXG37ThIAlXeGebiGUtKmJ6/v45ZWLqS0oOamXueQ2JhPskiRx67rbcYVcyEj0uEcJa3uRJJWwtpce9yg1BcWpQkN5UyUDhy9iXrWeO953WmrfU+VKpCvAVRWuf7SdsL4MnWWAhsLsTANFURkbD3Pj7/bT3Oehxi6Tv39/olAvUR2+nNvfPwe7cWLWk1bWUmOv5SeX1eD0h/DHB/nS5sNZ51qbn0+gsILCCy4i7hwl1t2JEg4jG4zkz5mNsaQErTUfjcnEc83twg6gyg6qyr4eNwDBqMLcsnzuvWwpH/3zFwlrezDEqkBehqqemKBPEuX7e1yY9FpC0TgLq+wpkv+dTqJPZf80jWn8+0IjVORvFqoKT31VhNKCCKs9+/sTJH7670GSsO56QRS5USeI65mnTWzj5ZvgnEmq9nQyPflMkMh7IRaGkBfMiftyOvmeHgg8cy0c/r3wzdfoBeFvTxD3I4dgtAX0eRgCx0Xxw1oliH7vcXGMJKDzBahYCvG46EfYC/p8UThIhgWnY6pCwOT2ExUMJtsXeXpz2xm9QzAVaX8y601W/k/e1omIXgCzXmZuuZWW426Wzyoi36TLWB/I6Jeqqgy6gyni+6n9/bx21Mmpswu5+py5GUWG5H58wSj3v9SRUvoPDYUY8yt4g1GK8vT0jgWw2fJxamZTWD6HSEwhz6jl6rkO1pdH2L13P0daDtHc3MzRo0eFcCINHp+Pgxq4+sufYai5hWgwREWpDdvcOal7dL8rwj3PHiQcU6guNOENhGkfnnh+Muq0nDLTTr8rQDSuotVIqbydPKOWJTUOnj4wgAr89Pl2rnmXeNYLReIZwcASKhISFoMGjUbmyOA4MwtN1BSZOTYaoL40j7suWZaaGeELRskzajHr5Nc975IksXxWAQaNCCM2aCTmVVpPuM6Jikivd238K1FbYsFqmqa5p4/ANKYxjX87uMYjvHRA+Dd6xsuwTP+YT2Ma05jGW4MkeQ5MDqudclk1Dgk/eeG9PwofeAx+VD3hxz8+JF7KJ1viZOwP7LEIjQEfrXkFiYBaB1MinbivWi2IjWQQYHFT6rNx+0Lyk/tNV+Qrcbh/HZ6hvbQW2YXP/lgLnh/OgIiX1nmnE5fkFNndOtaCZ+wojoL611X02Q125joahCWPtU5kB6T1WUko+u2WEuEPH3IBEjaDDU/Yw/d2fTeD/D/iamW2vZ421xFUVFqch3MGzU4FSZK4fd0dXLflWtpdbTQWNmGRLYAg+a/fcl1qfzetuQWDxkAgFkBGRkWloaAxJ8mvKCpOfwitNphBhufyyk/H93fdkfpMH6siou3FEKumxlGcUWhA38cvrzwl575zqfLTyevvfHAhzb0e4spFaPVBvnr1eRnbSF8+npiC1zkWR3aLa1kjS9z6ocU4TMbU8hk2MpKaUvIbtUZCsVDGWMf8ER7c0c9pjaWUlFVROasWVAVZI6MxGtGkTSf/3keXpLY9Np4++1LlqHOIXo+TuL4PSVWJ6Hq44plNE4WntGJPesEmSZQrKgQjsZSSX5IknL7QW0Kiv53WOunhwCc7k2Qa03hH4wst/5htT8gjSPFYGFBFWG3Ym5t4ThLW5iIRRFu1Rvwd9sJp34Su5yeCbYMueOGb4l6abpUDguh2dUxs12ATJHsupKvnDVbQGkUf684QM5qObRaFgOJ5Ihh35DAhSzWWurPg2Euw4OOib0a7IPZ/thT2PwTNv4HCBiEc8A+IvJ2iRvj0zgmy/83Y6+RaJ71YUbNRjPUd7uE/mbRPWqpYDBrGQ0LZnO4Nf7LbOhHRqygKl//fdrpH/FQVmrnyrPrU9tP7MlkBvqvTiSxLDHlCBCJxIvEQT+3v50Mrq7nq7Dn4w/HUfu56+gg7Op2MekPUl+bzWvsIwXCUhnIHrQNezHoN0biCyx9FAkJRBVkSs/r39wf53LkrOPXUU1PHQ4qH2b2vmfbWQ+zZt5/nX9mJw5bP+gs+hq62jrLyCoxaCavZkHGPbjSZ+NXnTuXzD+yixxng0w/szjhm//uB+cwutaLTymzvGGPlrIIUGS9JEpdvmMXOzjH84ShP7OtHkiQ+ffoszAYtcjROXFEpzjdg1Gu47rH9LKiyo6gwb4aN8XCMuy9ZSiASp9RmRJblDDX9KTPt1BoiLI7H0WgyHSAmW+totVqev/50DvV5mVdpPaFtT7LvUxWR3sxMkn8WNBoN931qJS0tLf/qrvxL8c45I+9wnLKiig9+4hQe//1BQglrkJpZhXjdIR766XYu+qgIzQRoaxnmkft3MXtuEaMjftxjwiKkdIaVcGU+GiSkY25GB4WlTUGJBU2tgxt+vYcvvKeJOZWZN5DrLl7EvY+3sK/DCUCeScuCxSYixR7mG20cHBAWQUathkXVFraOONk4owRFHQZAQiY6WEz/H0dZsqSY/UEfcVVFAiwaDerOIVbUFrJ/dJxwVFQ5G6vtuEfCLKhx0BHypSx/Zhda8fjGqTurCs+OEXwJW5SKmXbcJRaabAZGPCFGku2FZvKM4gd+PBSlPzHFqdhqpFaF2HgEe7GFrhFhl+PIM7Dp7DmsnJnPq8N76PUPAqCTdcRGSxgZi9JUbedwQulk0Mk0VNkZGAuwoMbBoWMiZEwjS8yb4+CoHGCOroKeHYPEEgEnNQvKaNNA7fIZDBwYIhwWY6urL2TcF2JuUwm9x9wpu5SG+aVcvGkpR1wB7vv7kZT9TXVJHlpZ4lsP7+Iz72rMumZu3bScn/ythY7E+Sm0GiivMTOuRqgz59PZL+xbrGYdTWY9wWMeGmfaaUksbzJoWGA389T/7cT04YWsWl8LQDQa5+m/ttD+/FGWzClk36APRVGRZYnFZfm4/jbK7HcV021xElMVJKBKW8KR9hiLagto6/cQTFjEzK204RmKUFtSgc8+ij/h6z/bWswHak+hozTMfbuOpHIaqvLMlHSEwaylT69hwC2u7TK7kaqoihKKMVpk4dioOJ9Wk8xn3zOfmSV5Gcdm3Bfmz48dYKDTy8zzCzimiswKvaylRFPCEW2Y+bMdHOoQobY6jURTtYMBZ4CFtQUcOuYirqjIEhRYDZTYjXxs3Wx+93JnyvKnqdqOazzEoroC2o97CSTO87I5RXzm/EZaetw88MwRXONizHXFFuwjQe79/st86JIlFCX67Ay52Tq4hwverWfXdi19I+IaLrEZqVEg7o8wNukavvycOcydZePnO1rZ0y++txadlnkxI3/5/naWrMwnabsYCcd48s+Had7Xz5zGYtqPjKIqKhqtzOnnzuHsdzfw7BOtPP/3NuKJa3j23GKc3S5WzC1mv9Ofsq1aM6+Uz+a4Ft8qOEf8/PbhPYwMj/ORTUtz2lZNYxrT+DeHpUTY4PQmFP1Vq0XbVMtWrc5W9CeXT6nnV8PvPjRBwl+2ecIPX1UzVPbSeXdzi7kIj96UQRxnIWkZlObbryjxTAudBKnf1trL0qTiWwKPVo8dkIJOGNhFnhJDF48T10jokMgPjKIBGsZdtOYXY0iSuJEw9h/Py8wdgJx+7yriOQs1jnR8O+pDG4XtjyyjXPI8N2z5mphBsPUb3LTmFr6XRnzfsvY2blpzC32+Pqrzq0ESCvl8XT4f//tHCMQCGLVGrPoTq7EmQyNr+O7676X6umePsBh0hVwcHjsEwOGxQ/T6egnFJmzv7tx4DzOtM3OS/J9/cAfH9Pehswwwr2iCeJ5KcQ9khQ7/37vuxxuMU+MoRpblrCLByc4imKwAlyFBFLtoqrBlEcXpy4OwhK51aLDmWznQ62ZBlQ1ZG0BVDVkK+LsvXUaPeyQ1jnA8zI823p1xnAosenqdAb7+6F7et7SKcrsR53iEojw9F6+qyeiLLEspor0gz8Diajv7elzYZ/8Rfd4A/3f4VRoKGmkZO4yiKqnZA91jI6njo6hKRh7BzWtuzSDKkyS/oqjc+Lv9qXEveJMk+tttrZMrHHga0/i3xrY74Kz/ffPWL0Yb1J4BB34ltlF3xtTEc5Kw7npBkOJBZyZRXXfmhLf+czfA/geFnU/XC5lWPNZKKJwLwwdAZxHFgYhXeO5PBVUVxf/02QaQSap/agf87bPQ8bL4+5LnJ+x5QKj2x46IbcUjYgZAxTIYaQZjgfjb0wuOmSfOHThRH3Otk8vqJ5cl0DsU6SSwhMqQJwSSxLkLy/niuQ1v6Hf0RETvkCdE94gfk06m1xlg2Bum3GGecltJBXhRvpFRX4j/ff8Crn54N+FonGBU5Su/3supswtTffQFo+zuGqM4T0/fqJ8DvW5QVaIKuEMuLlhWyYdXVvO1R/YRigaIxhViishc1GskFlXbsRg0WQUGVYWltWu55/LLufuZNnZ3jdERtPDSM+0UW004LDo+edps5LTZIpIkEYqqHHeHUFRx6UiI2pXDrGVWST6yLHPlWfWcOsvFsjrx3fAm7ACRYFG1nSf29VNg0XOgx4WExFnzS3m1Y4xVswq4eFUN1z22n8I8Awd6XKjAoeMeaoot5Jt02CyGVHivqqrs7hqjwKLjdzt6UVT42a6X+Ns1G1Jk/1TWOhqNhrrS/FR+wOvNBMk18+P1ro1/NVRV5eFXulme7Yr+X4V3LNE/MDDAbbfdxtatW1FVldWrV3P99ddTUVHx+iun4Wc/+xk//OEPWbJkCY888sib7o9er+Hd75/P+jNm8Yff7KfrqJPuBPE+NODjtZe7eO+HFtDR5mTntmOp9XQ6mYYFpfjMOna4/CguQYxqbHpWzqxEBrZ7gkRdAXAF+Nzdr3DmKTP48kULMOrFF3V2hY0ffuZUth4a5OlDXbhLjzMqO8Wvi9XDSlsxhCwEjEOMqk4Iwq+P+mm0F3CKUc+LD4zTdXhEdOjoOI11VkwrizgSVIkGQnhiPjw9PupKzOQtLscZjtGSINIHnEHy83Usnl9AQIrRNipI6BFDAPO6fJZ5ihiPwA6XH9UTBE8QrUZiUV0BiqpysNuVyheQJFhQ68AcjDH8ai8DiaICbbBy6QxqF5fz8TPrMScqgu+tOYNu33G2dR7lL0+GGHEJIvU4QerK8rHl6ekZHmd/pyCJh90hKossFBcaGdIFORhxgQJDBTDjvBLqhzX0xFVe9oqX1z6gaG4Bi7RaQq4gne3ifA4P+jHn6VhwSjmnnzuXJSuFaqGWQjYsLOc3Lxxlf+cYB7tdAHQO+tjeMsLq2UbSM3OW1Bfxsy+u5e87e3mxvZ/DYReHQ+K4kgdNi+zkj6k4X+vjeDIjodvNsgWlyCUWvHv6GWgW5+2nP3yFZ59o5bSzZvOX3zYzOpzIEej3sWCmHUN9AaF2JyObuwFw/WScwjozNRc66GqH51uDiTGPYTPraZhtZzwQ5UifUK31vQj5+RbWbCzmjLm1LC0WQUm1VlhXW8Zj+zpo3XGc47/tYzDxYqjXyqxcOQMkiaHX+hhMeupLsHJ5JfWnlNNY4GPVskzVx0vPtvPYQ3vwJwj2wcM+ajcUYFptZm9XlJZxQaQPymGqF+RRGDLQN+xnf1fiPHtClBeYmF1h5ZIz53DFz8V5u+Lc2bx7ZTUPPHOE9uPeVDFoYCyE1axj5dxi3re6hlMbBQE1q8LK6Ysr+NVz7XTtH6B/ay8jwEjbKHt29HHeBY0UnhbhsKsDFRVNIaw8V2Jh3wzGWiSG0q9hCVYum0Fd4ho2Jabr3XH+Sl7rGeLJ7Z0M/72X42OiSPRkr4ejh59mzWl1/OWxA4wlCmCjQ37KZ1iprnVw0UcWUzZDkDgfu2I5Z5w3lz/+Zh/Huly0tya+z0N+6orNFC2v5MIzZrN41tt3R/vTo/t58o+HiCRyIW6+7mlWrJnJps+finlaZTeNafznIPkGgwwzlgsifaoH+HSFfLpHf3L55GdKHH44Q7T1bBGe/JbSNH/9VfClHrHuw6cj927DkSTTc+07R9ivgsoN227I9ElP2gRJfWK1SUToLWtuharVfEMfJaTRgiQRIsY1c9bxg7Yt3NLXiueLT2A12vG6OrD/eB5ScoZCYpZD1jYTRLcn7KHV1YIiSbRa7HhaXsaRWMcT9dHq6UgR3X2+vgzi2xVyZSjeb1l7W8pnP5ywTwjHw7jDbmRJzunXP1XY7GQVvDjTmeva9TYaC5tS+89F8oMgyg8O9ONo6gdJpSXdomiKfUG22r/QVEiReWL76UUCq96KO+w+qUyCLAV4noG7L13KdVuuo8NzhBu2Pp2hgE9ffkGVnZs/uJDuIwdZsmQpTn+IH+77Npc/I/r4lcXfzigifPb+HbT0eyhvqgR9X87jlE5Uq6rK+374MnFFRSNLnLOoYkoFvSRJ3LtpBV1jQ3x1670oqrBt+sXZDyAj8d2dt3PE1YomUskn7tnHwioHP75sOZ5IZgHFG/HmJMpdgQjNiec/WYKbP7jwTb2k/zOsddILIK+Hd3Jw7zSmAYhi9z9s/SIJG5nqdYJIP9H9OV1dP9neJ/mZosCPG8TMPF8f1J8vlk8nwT+9S5DyR/4i7t+bbxI+95P3ncta6Jy05dLHHfFB/y5iegd0vQgbvpW5PVsVFDXB0H6QdULRH/aJZ42koj85s2Cy3c7JHOOQGzqfy84BSB67yVY/ycLHO5zsTxLqdpOOfb1uNJKKJMns7BzDF4ymfO//EYsfgFKbkZpiC90jfmqKLZTasjMI05GuAF9WV8is0nzOWVjO9g4nx8cCDHmCPHVggMs3zMJq1qeW39HhxGzQUlVkprnHg1EDcVXlwyurKbObWFxtZ9QXJhxTKLXqsRj1NFVYae51c/czbWxaXyeOh1nPgV43i6rs7O4awx+Op4jqQVeAS372GrIksvxObyxjdrl4B0+S6yadTG2RmaND48gSWIw66ootjIfjBCIKJp3Kmbe9SDiuotdIXLB0Bs80DxKIxLEYtJy9sJx3La6gudfNsrpCLAYN+3vcDHlC7O9x88Vzjanjs7Dawf5jYyyssuMORFKzMtItjJbUONjWPoqSeGR3B6J0DftT/c5lrZMM703mIwDs6Xb9Uzz2/5nBveOhGM29bpYX/ndb/b0jif5gMMill16KXq/nu9/9LgB33nknl1xyCX/9618xm6euFqajt7eXn/70pxQWvnXkl9VuYsnKKjY/057RHghEefGZdob6M0M2o1GF7mNu2ssskPYiFVdhmyuAViMRS0vsVFV4ds9xNp09h7KCzHGumVfG1tgBhryZAZyj6gi1RQqjvsxw0Ra3j+CeIroOZ4YIuzq9lJiMRAOZ03vGhwNYXSE6PZnb8fmieIcjdGoyQ3UDKP+fvfuOb6u++gf+uVd7y/LeI47t7MTOIglJSEjCCHvTB5JAy9NSAh0UCu3TAaUUKL+2rLa0kEDLCpS9EkrIIJDh7NixM2zHdux4S9aw5r2/PxTJmrbkJdk+79eLV/D1Hd97JWuc77nnoDoZaD5m8Ts3p4tHVYPee3eA77kdre3CxIZuOH1/xwNN5Wexfm2ZN8jvkafKxLN7GtDW5X/smnNGTMlNQEe3f3PZxnYzEgskOKf3P4ezvAMJWUqcOtrpt7zd6oQ+QYzW2i7/czM5YLE4vEF+D5lYiMvn5eC1raf9ljtcHHae8L/OgPsLyuXzcrDh5AnYAxrCVPUYUHrCAVtAI+SWoy3IL9Shucu/iezp6nYIWLY3yH9e5xk9ipViNJ8x+C3vqLFAskuHqk7/cRksdlisTpxs8m8WbTRyOFXO4oFFOX7LJUIBrirMxpe/2+O3nHNyaNrVAJZl/JsI80DT3kbc/725qKuvCrom27845Q3ye9Ru74Q2Q412k//j1mA1Q8OK0RrQOLm5swdLpmdgQoYaQId3eWqCDKWFSdiy/6zf+t0WBxwuzhvk95BLhVg9IwMP/bPcb7nD7sKXX1RhyoyApsMsD1lOI9pfYYOfw/vO4r61s71Bfo/5Oan46u+H0dPp/1w9UdkKjuO8QX7vuZ3txuKLC71Bfo+0DDUmFCVjz9dn/Jab2iyYpLcNa5AfAP77SbU3yO+xd9cZXHHDNORQoJ+QscPS5g5GgHM3rO1pD122x8O35n7gep7fGc+hN/+Jcf/nV1//W/f67ce9TXl9g+lenix+nu/d9vx6BqHYL8gZqqxNYCa5wd4N3PQuTn2x1l0S4LwauQo/X/R9PHHRs0gQuF/TE3QT/csEnb9rIWif54+rFalRYrejSsiixNQFbdps7zaBge4cVY7fzywYv33qrV1gGBYascab1V2cUBI0GeAJYIebfAhHK03AlMSpON5ZiUm6yUiQ6cJm4/vSKcSYmp6BM+YMiBTN7qa4ASV6AnmCsb9b+PveBscB5XQ8wVrfpsCRnEeoDHCjoxunDdUhnxeh1j/DMGBZBkKR1e8xEAp7vJMCkzLUqDxrAMcDzZVXBfUu8D0HT6Ca5/mIy9B4ts/XpWCSz/NCJ9V5exzUdbbhtucOwcXBG2TXKYLLJTFMcKA8cEJkoMH5eCqtQ417yaiQdcHgSr94mt1qsoGzu8OX7fHwDVgHruf5Xc/578BCqbue/vLfuffrGzh3GIHFvwTO7nFn+J/ZFhxM53lAXx9cWihc0F2iBhgWys5DQMoU98++WNZdmsdQD4hU7llJMO71Amv0B5bb6e8a87x7ssLU7P5v+v/0vc1A7hiIEd+Aen6S3JvRPzs/wRsoDhfY7S8Y6/t7lmWx4a75aDFYvSVlQvHdJjAD/L5LStDcZcEdL+6G3cX5pRx4MsZ9a/Rr5SIYexyYkKZEqkaKZ7ecwJEGPZZNTgED4NjZbkzL1uJIfReSVFJvg+CyfB3KazqQl6yAvseB0rwEb6NelUwEuVgJrVwEvcUBrVyE/BSFd+x/+bzKW19/5dRUPHbjdIAH3tnX6L2WSqkQR850eevt2108dp3ogM3pgsPFw+pwoby2E39dO8c70XJO34O6dgvkIhZ17e47IjzXRyEReO82KM1LwN+/PIlD9Xp0mGwoSVd7mxWvXZyPm5/bBb3FiQSfcQc+Dzxj9A3+76vtBHggRS0dUI39aJrxjnTjXqVUiGnZWgA9/a06psVloH/Tpk1oaGjA559/jtzcXABAcXExVq1ahbfeegvr1q2LaD+/+c1vcMUVV6C2thZOJ3VeJoQQQsjIcblc+OMf/4j33nsPNpsNixYtwm9/+1vodGGay573+uuv47e//S3uu+8+3H333SM02vMC696HK9sTDWWqO/uw8fw+PcF739I+79zkDviLle5svcBj+2bxZ13g3qbxGyBjDiBPhpZh+qwJD4SvGz8pYRIqOo71rsgwOGU+C4PDiARBQm92/O1bwfT437UQcp8cB6b9OB6r/BIGgQBalwvMTxq924Qqa+P7MwC/fT657wlUd1WhOKHEPT4ecHJOnDacChnADjf5EE6o8TBg+q3/zzAMXlg7Fx3m6UE1+t0PmTtgrZUL0W3vhlqkwT2vlPsFY0PXzO/ClBwRHr9pRsgJj74mHwIzwPvrFeC7Psfx6LZy4Hk+eDtpgndSIEEuwg839p5HYJA/VMA50jI0gds/u+b3MDr8J0RYhkW+LgXTsxP8guyhHsdQWe5DVRInnkrrUONeMiosfnhwAeJoAtqR1qyXat2Bbk8tfU9JHs9xsi4AvnoEqN/ubqprOueu4+97bL/Gv0JAeP5vL2dRcADfw9YNgIdJNxMa2ENPWrAsoM0NDrIn5PqvF015Hc+ERN1XQHoZYDwLLP6/vrcZyB0DIyxUQN23Rj8A3PNKORKVYuyt6UB3jx0sw/o1yu0rGBvq9yzL9lmuJ9Q2noCz57jpCXJcMiMD+2o7McenCa+HJ+BvtrkgFQLvfrUP1y2bC4ud85YCqjjbjefWzAbDMJCLWfy/z6pxtEHvbeobeD1e3n4a97xS7h2TQCDAx/cvQW2rGfkpCm/5G5PViX21nbA5XQAYlNd2wcUzONqgR2leAp5bM9vb+2BKltrb6FYsYLCwKBFbjp6Di3NBIhJgZrbWO0ECnL8jIkmO2jYz8pMVSFFL/K6LZ5Ljb1+ePF/yRwSeB1q7rZhXmOQ97if3L8XH2/di9ZK5fjX6Q5XW8Q3+z8l3fw/xnayIRjTNeEe6cS/DMFi7uAAVFRVRbTcqv7P1IS4D/Vu3bsWMGTO8QX4AyM7ORmlpKb788suIAv0fffQRKioq8PTTT2P9+vXDOVxCCCGEkCAvvvgitm7dirfffhtarRYPP/wwHnjgAfzzn/8Mu83Zs2exYcMGFBUVjeBIffiW4wlsnDuYfa4NsU/PcXge+FO2O0PfYQa+f8id4ed77MA7AH5UB2y6Hji7Fzhf/76/LPRwdeMfm/Vj6J8tBMc58Yf82TjlaQQs0YbJjg9dZkYr0YLhee+EBCtWIsFuAnIWBt3tEFjWJvBnzz55nsedW9Z6g91gAA4cTulPYmJCEU7pTwYFsPsLbocSrsxOv9uxDJJVMgAyv+W+Qfv0yR/AJW7EBE0xjjRc7JeF7huMdQdru6Aq+A+alU34/Z6SkBMenobBRrux35I+ffUKCDXew/VdmFG9D8+vneO3Hc/DL6DtG+DmeaDTbINOIe4z4BxJGZo2Uw+ONJ2Fi5PhSIMehh4nEpXBj0u4ILvv49hXlns0JXH6xPBghRYAsb2zL57uLiAkLI7rf52+RBrQjiYDnWHc5XUC97nyKeDT9cCZnYD5nDsobm4Bbn4f0Ob4788TCFelA8Zm4M49wLdPud+zt/zM//ieCQiJGshbClHFR0DhFeEnLSIJskc6qeF7XRjWPWlRsKL/oH20dwyMsFABdU8g1dMUlud5lOYluLPTeR7rXykHwHjXDxeM9UwgeOrCRxOsNfY4sPd0B5JV7m2MPQ5s2FHjzVRft6QADBjcs2Ii6tos3ox0T237DTtqvIHoe1ZMxLoXd6Om1YRPTu/Bhrvme4PWnjI0UiHw6HsVONGsx6z8JKxf6f4c7Qnym8/3KDxQ1xV0HgKBwFv2xkMpFWJOvg6bjTbwAGbmJuBIfRe0cjH213Zi9czMsI1uBQIBvnvRRHAchxe/Oo0j50sJ+U6gcDwPnufh4jg8u+VE0N0WDOOeVEhQiNHSbYVKKsTM3ASsX1nU+57PstDJhSHvqAgsu8QwDNavLPLehcEwTFTldHwnk6JpxquQCLx3WswuSByRxr3cAF5rR+V3tj7EZaD/1KlTWL58edDywsJCfP755/1ubzAY8Pjjj+NnP/sZtFrtkI6tqcGArzafwMRJye462ecrliQlK3DNzTNQd6oD//20Gs7z9crVGimu+c4MNDIM3tx+GtbzpS8UUiG+s6wQIiGLV784CeP5Br8iAYPJuQl49b8nceclxUg83+DX5eLw4e56tJ5UQJVrhVF4vpQNzyPvbBIcJ3kkz1aiTdVb4ma6LhMXXlII7hyPE8dbvctTJiXjXLIc4rNi2H1KqKRlqiEz2jFHJ8c+n3IvWQoxMhutSEmVY6/UAs+fjU4mQbJaipQyKSoOd8HpdF8MjVqAOUvE4FwM9myzwWxxn7NUxKI4WwthpgbMgSb0GNylTIRCBhOKk/HRO8dww//MhC7J/SLv4nh8Vt0ALpVHmlGGcy29t99cNCMDF8/KwMYvTuDk2d4SNNO1MqgPGTApV4rjTG+5lzypEs5uDiXZGlQ19Ja4ycpUwJYlQqYqC2e/bPQ+nilpKlx5/bSgx1/facFHrx3ChRo59hh7YOd6b/u6qDi4Nl2P3Ym3ttUg264AJ+TR7Tz/OLMsrpycgxklcvznlQNoP9/IlWEZXHhRAWbOycI7rx1Ck89YJxQlwcVxyMhWo6mh95xTp6bgXLIcqUwKWo71Ps7JRYkwyUWYpNR6ey4AQEaiDEIBg6l5Caio6/KcMpLUEsilQry9owbXLMyDUND7hqFUSXD1zdPx6XsVsJ9/k5TJhMgpcM9wNtR1wXK+BJFQIkDKvCy89NUpzMnwL/UCAFdcPxWvvVSOtpbzz1UGyLw4C2aJAJmMHGe7e597xTINnHoO+akq1Lb0lsWaopGifXcDDqeq/PZde6oDRz49gdkJcpR39e4nXSeD08Xj4931uHRuNgQ+t3MnpSpx2dWT8cUnVXCcL8cj00igmJmBrmoeCYVNgMCdDcE4BHDt0SFvAo/GM3pvCSLPc/iDt4/ihttmQZfozm5wcTw+3lOP9nQFNHoVDGfd58ADyJydiXaVGIl2Dh01vSWl8gsTcexQEwqKklAyxT8wVDovG5VHz+HQvkbvspy8BKxcXRJ0nYfaDbfPwn/+fQjd5xttC4UsLr68BGnpqn627N/Rg03Y981JzJivhM1igs3B97/RKGWzGPtfiYwZmzZtwt13343sbHcZuJ/97GdYsWIFGhsbkZWVFXKbX/ziF/jxj388qL5Cg+Zbjmc49+lZxvPurEFPtn5gkB8IvtOAEQBN5X5lflhlar/B6pA16pVp0KXPBtfwDYRiJcC7v9Dw4CPKjvfbp7m1d0Ii3KRFJJfr/D55nvcGu4sT3E3qfJuthip/E2lwezh5At4ca4FNWA+G53HaUI0pOZeiot4ZMhirU4gxJUeEZmUTGIZHTfcJd116hvWb8DjeUYmHdj7oneTor6RPJJMY3vHy/pMQGokGHT2dePC1E6hqMvoFzBOVkqBg+nNrZkddoscTqHe6XPjh5vuhm1IPhykDufY7+tyeZRkkyMXoNIfOqB/uLPdoS0QNp3i6u4CQsF6YAvzoJCAcRAgmsH58KNFmoIfap63bPamuyXIH+g31wIRVwUF+wD8Qnr8MkGuBxt3uwL/v8X0D7blL4W5bD+/375B89511QfAdAtFMavheF9O50JMW4a5PHDfkjSRjmmEY3LFkAvbVdCJBLsLRRoO3Xr0neBsYuPWdQPDUhT9Q14Vp2e5Gt33heR4vbz+NTpMNHSYbLpmeDgDnm8iK8fmRZnx+pBmeZo4WB4f8JDlm5Gix5VgLeJ4HyzAoyVC7G+a2GHHinDt2cOKcCef0Pbh3VTG6LXa8uPUU7t6wF/UdFthdPAQswDAdMFmd2LCjxq8R76xcLaZlaXC00dBngNoT1L53VTHuWDIBgDtgfcc/9ngbA6978VsUpKqw4a75YFkWQqEQM/J6s79VMhHO6XtwtEHvLSXkeWxaDFbUd/RAIRGivqMHLr4DyQH19Hme9/YpUEmFmJShxrFGA8w2F1Qy1vv47Kw04IC+ut+SODzPe0sCBU4I9SfUZFIkzXg9xzzaoMf0HP9JiuHicrlw5z/24P5Fapw7d87vTgcAUKvVUKuD7zQatd/ZwmB4T4GqODJ16lSsXbsW999/v9/yP/3pT/jHP/6BysrKPrf/xS9+gdraWrz22mtgGAa33XYbnE5nVA+AzWbDsWO9t3Fbe1z4dlsrKg50eSfjtToxpDIB8otUmDVfB6HQ/eFW32nHri9boNWJMXtREiTnXwgNPS58fsQEoQBYNVUFpdS9vsXG4YsKExo7Hei0uNDd4z6AWMhgaYkCmVohPjliRGu3O2gqYIGiAhZKpQX2nS50NrsD5gwDZEyXQ7iIwWxNEjIFvXW6TlZ2Y295F/TJctSd38/B5jRIhMBNyjrIwKO5oTeQnpAqgSlFBq3VhY7TRu85qxPFsM9QgksRo9HsgCcepxGy0JgZ6NLtsCWbYT8/HSCFAGyTAoYzYrQZnTDb3BtIRQwKhDwU7T0wGR0wdbsDqUIhg1nzE6Gbqcan58w4d/52MwED5AhE4Dt4XDZVhdyk3tnp/XVW7Ks0Qt1iRsfZ3nNIypejo0gGxiLEmZbeOvgZWiEg4CFNE+CMw+H9bJEqZJF8qgdT0hSYMVcHgaD3Rcjl4rF/Vzv2f9MOx/mTVqiEYPNU0OUosGKKEnKJ/5eb8toefHbU6H08JUIGmVlCKJJYXJalQtL5Wu5OJ4dDezpxtt6CBRelIDnNPWHAcTyOHejC8cN6OJ08Olp7a7ynZclgBWBIU6K+uzeYnqsWQNFugS1Jjppul/fc0jVCMAwPiZDFmQ4HPCX1k1UCSIQMxEIG9R0OePrpJikFuGKmCpMz/ScvTN0O7NraAqPBgc42O6w97mNLpCwSU6QwKURoEInQbe095yUlClxUooAw4Hoe3tuBinMWtBXK0HL+wAyAXIUI9h4OXBvQ1NF7u2Fuogi81YnEjh601/cG8bepSqBWi3BrYj2qjvROjCSkStGdJgejFOFMe+85p2mEuHKWChNT/b/sGrrs2PVlK1olQpy2M7Cen7hSShmUzeCg0NtwaqsNPWb3OYslLJJSJeBcPExGZ+9zWMSgdH4itBPV+PiICS3dvc/hQiULQZcVXQkyNBvd+2EYYIJaAMVZIwQc0Haud4JqQrEKi1akQpPg/0W/odaEfV+3o3iqBpNnjlwQx2Zzofzrdhi67FiwLBVa3eAy5ro6bNixpQVnTpmQniXDDevy8frBNphswRNEw81uMeGaYhlUqsFPXPRHpVJREGIITJ06FRJJ/JZmMBqNmD17Nt5//31MmjTJu7ysrAxPPvlkyISGN998E9u2bcPf/vY33Hbbbbjgggsivg008HNLTPAchPYuOMW66L4I8xyKvvlfKLuOwJQwHScW/N2dbdfX/oHz2xyGKWHG+W0G8XfFc7BaG/FU+8vgwIEFgx+n3w+FQIlXWl9Gg70B2eJsrEm5o++/X54f2nEB4HkOZs4CBasAwHv/P55fR3iex5926VHT6UTapHfBS5uRLc7GbcnrYLYDKgkTcvwujsOGlg1odvpfb57nvY9DhigDTY6m848Tix9n3A85q4DJxofdbyTj/fM3BtR0OlGgE+JHCzQAeGxs3YB6WwPspnToT10LlmHw2Aod1Oc/w3dbOfzii05wvLuE9GMrdFBKmH7HwvE8/uJzvPsWaNDSY8Tf258Gw/DgeQZ3Jf0EGfLwmaOh9uF7t0mocxrK54zJZcKfmv7ofRy+m/gTpMnG3/tbvL8XkdjzvD9P+e8VqJ31KCyJM4f3gDyPrMo/Q9leDlPSbDRO/pH7fYjnIXCa4BIq+39f8tkHADCcE8bkeWic8uPQ2/ruGwh5fIHDiInffB8OaRJEPS1gANhlqRBZ23Fywd/gEoX5DM5xyD72FBSdh2HWTUdT8Q/gEquD99nffsJdl1GO53m8W2HGiQ4HihJFuHZK6M8HnvWq2+1gwYDjeRToRLhxmgIs6w4c9zh5yITu9y6Lg8NfvjFALWHQbeOxfr4KH1f1oKbLgeIkcZ/H6exx4cW9RqilDPQ9PP53rhI6mQDvVVpQ1W6HoYeHk3NP9NhdgFwI2DlAJ2dgsPLgOUAkADQyAUqSRFiUI8Ij23qTpX59kQrJSjHeOmLCt/U2yISA0aft4ewMIa6YpMCL+4xQihnUdLpQoBPibLcLKglQqBN7zzvS62lxcPjLLgPEAqCmywW5EHBwwP8t0yJRLgy9j3YHOJ4HA6A4ufeacRyHJ3cYcM7kQorCfb1bTBzSlALcv0iFdyp7UNvpxMREIS4pkuHzk1acDDUen8fnvgUayEXB58NxHLqsHCQC4Nndxn7XDyXSYw3VdoPRaLDj73tNeHSFDvfeey/a29v9fn/PPfcEVXwZ6e9sIyEuM/oBDPhDYnl5OT744AO8++67Q/JB0/Phbc/XdThaXu33O32nHRMnJeP7960K2m75itD7W7Yo9PILFwBX/2aLNygMAHYnjy3HTMhMknuD/ADg4oDjpzgshAznmnsbkfI8cPawBXdeeAEWzy30239ZGWBJqca/vzzlt9zmBJQZOjTuafRb3tViQ75KidpTer/l3R12KM9YUS33v7YGJwdRohCiZP9sVStcQEY36vb7f1GxOnhUOoApZt4bIAUAp5PHvq/bIcqWe4P8gLt5ca3Tgd9eV4qFeWl++5o9G5D+bQ+2HvD/I26vtSA9Kxl7W/zH1KR3Yur0BFRa/c+txckha2EmvnfpXARqPNOF57cf91tmNjqhqDXjkUdXAwD279+PsrIy7+9/8Z/PYHf2Pp42J4+aOgf+ddNSZCYq/PY1b17QIQEAc+YAL/xxR1AD1nONPUhdmof6gIa6Z7pdmF6cjspa/6bDzQYnJudoUemT2Q8AbUYXCtJUqDnnf43aTS5sPm7HbVcuDBrT/AVO3HWT/6SZzcqhqd6CzukpMPs8brbzz+GbVpYiP83/Q9fcucCDn+1Fy9nex40HUGd2YDKvxbEO/wbJZzocWKyWoba+w2+5rccFEyNA1VmD3/KuFivSMhKwr82/Ce45gxPbT3O4+bIyBJo2uwc3/X4rfFNLTFYeO/YAWQHNlu02Dk31PVBrpP7PYQePvTvbwbpk3iA/4H4OVxs5FOclo7mxd6w8D5wyuLA4JQG1h5r9jnG62oipM/Kw7OKZfsvLyoCrrw8a/ohYsGDo9vXaP/fhzCn/RtsqXSpY58h/6LaZu7Fo0dR+6/DFWuDrzHgUFwHtCJhM7ue2Uqn0W65Wq72/89XU1IS//vWv2LRp06COG7Ogk28N/ewF7rI8YZqzBTG1AJ8eBXgXVPqjKCvJieyOgtJ9gKUNKlkSygJq5/uK9O+Gd5Vi0rt/8zbQXdz5KzBrt6GUKY0uO94zLkUKyuI4iLB//37MKp01LJn/HMdDdWQfWL0eqZY78fsrJyJBlhDRMWbzZeiydoEF41f3v5R3Pw4asQa/2NWbSb6o7MKg2v8DacT6aimP7d+WY+kCd63fLmsXGjc3AgwHkbIJjLAHk9PSMW36NCQqJd4JiBnVvRn9nm3702GyofaT7eB4oLbLhYKSaSiTi7DxP2/DJqyHxJmDyxcuDdvgMNw+AjP2Xy0NrtE/EKH+hniex+dff4qqzuMQ2LPw+FY7pmdzg26EG6qvQDwaLe9FJH4wAgkmLVszuIz+SJX9C7AaoJBqkHo+yB91Q9myf7nr2b95NaBKh9x0HKlTCiOrT+85vkSNVFt3b7kb/eXuMUy+AmAAvvJTKCZfjpnzloQfT48e2H8KYG1Q1L+HlNavgOm3A5c8HbDPfvYT6rrEqWg/75eV9d1IN3A931r233SowjbnPaB3Z3FfOFmHWTML8NLhcmQnK3HGaEPR5One0kC+2zyzuRrlNR1QKORw8IBczuPfx1woy9fgwRvczWw37KjxlhGSwx0QnpDSm9HPAFg5LQ13Li2ESiZCt8UO0Y5tcHCAiAUWzCkDy7Jo3rMHYpETRrsLLAAOgFoqwITsdLxWoYdMJoeT41CQwsLu4iEU2pGbokaL2Y6SqTNDZrR3W+w4s3cfspMVaDTZUTxlhreMked6JMitMNucKEhV4uKFc4Leq7stdpzZsw82noPB4sCq6Rl46MrJfuu9WepCbasZSSox1r+6HzMTxdBb7PhvswJ7G7uhU4pxtkeE0lmlWHyBMOjx9YxnZ2UjLpychUXzgh9DjuOw7sXdqGszIzdJjkWTMnGgrgsXTtaFXD8c33OfV6TFwrklEZX+CXwORXPMgZrpcuHNozsAuOvnh8roDxSr72zDKS4D/Wq1GgaDIWi5wWAI+cD4+tWvfoXrrrsOaWlp6O52B0GdTic4jkN3dzekUinEYqrbSAghhJDho1C4J3QDPyB2d3cHfZAEgF/+8pf4wQ9+gNTUIS6ZM1J8a+ifL6UTcfmfgTYAZllAnjzwCYYATE87Hju+FQaWhdZpB8MIIi4JFDSuoS59NADeJsJhgvj8MJZe6bLYcfR82ZijDQbwXHR3IPyx/MmgcfmW4PEtTdRpHpoSNSzLQC1lvePUSrSYpJuEivYKOMypKExOBgseV/2/HX4TCgMpGeNbU35algbgeTAMgzevfRb1+nbkJST3GeQP3Mf0bC20MhE6TDb/mv1DVYs/BE+JqLrONtz23KGwvRcC9RXI76uvACGj3g+OjUyQHwguxzOQhrIM4y5tk7/Mr9wOeD6ycjdSTfDkgm8JHAAntVf2H5yXatxlew697L7bz2kHav/bew7RlNWJpPTRKBRYj72/9Yw9Dhxt0Pdb7iewpntpXgI+P9IMBsDL20/jvktK/F7HPWWEklRStButmJCiwtbKc9Ap3eV69tV2Ym5BYlBJnNZum/cY371oIgB4G84C7l4D187JxvbKRiyZnOWdYJiRq0N9RyOSlGLYHU6oZBLMKUjAwTN6GK0OdJrsWDk1DTIxi/LaLqSoJeg028OW7fGUHOow2tBptGHltDR3Kcfz79Ge65GsEqPNaEeqRup9r/aU+1FIBPjnVydR22oCB/dd/RUNnWgxWJGmlXmTBJ774qS3LFJZvg4H6rowPScBh8+4yxt1muxYMDHZG0gP16i4VGsMG0BvMVhR12aGTMTiTLsFf7hpJu5cWhg2OO9yubxNiVmW9Qvkr19ZhKc/rcKR+i48s9mdAB3YVyDU8y2SEj9DSSAQ4KXvzcPx48eRlpYWUfLTWPzOFpeB/sLCQpw8eTJo+enTp1FYWBhiC/91Tp8+jTfffDPod3PmzMFDDz2EtWvXDtVQCSGEEEKCqNVqZGRkoKKiwnsbaENDA0wmE4qLi4PW37VrFyoqKvCnP/0JgPvD5tGjR/H111/j9ddfH9GxD0hgsF6W5M7Uj6ShL8MMvAHwYCYYQpwDm70ACWd2un+OZtIhzkRSP93MWfrtPzBQg2mOGm1fhME2YvWdEPHFMAweXfgYfr7zAZzASbTjVXSdvBYAM+AJBd8g9/Nr56DDbMOv3j6CK30mDwoSI3v++tal18pE+OEr5e46uCMYIGcZFrkJSZiSI0JFvSOivgR9BfKHu68AITG16wlgxW9HplxMYINav4ayS92/DxewD9x21R/dWfU7HgVeWe5/R0BfjXDDTS74BNpdIlVknxEuexYAD1S87f45/+LeuwTGaPB+OHkapB5t0PcZ9A6s6X7HkgnYV9uJFJUEB+q6giYIfGv9e4LWCeeD1nKJECnnG/OabS6/uwHSE+Te//dtIGzscXgDxD+6dBJm68xYNG+SN2D840uK8N9jzWg32cEAKEwV41ijAZMzNdh89Bx0CjGONuohYFmkamRoN1rx5C0zvQH3QMYeB/bVdKI4TYU2ow1OF497XilHWb4O61cWBV0P3+x6Tw37adla7K/t8va1dPEADxb3v34Qcwp03gkOT1+FA3VdeG7NbNy5lIFCIsCzW06gvKYDC4qS8dPLSoLG6dsUl2EYyEVs2AB6qkaKvGQF6trMyEtWIE0rC5tE4HK5sPqP26G3OKCRCbFqRgYO+gTyzTaXt9/AvppOgAFSAnoPhBLpJNRQ4Xker35dhzmJkW8zFr+zxWWgf9myZXjyySfR0NDgbYbQ2NiIAwcO4Kc//Wmf27766qtBy37/+9+D4zj88pe/RG5u7oDGlFugQ26BDmd8mmZKpELMW5Q3oP0F+upQEwrS1Tha2wmXp5g4gDlFyZiUo8Wb2077lYEpSFFCYXFCKhPB2tNbkCw1XYXTJ9oxc3Ym1FqZ3zHKCpPwxYGzaOnqrWMvFDCQsQxS0pRoPdc7gyVXiDF3YS7AALUne0uliCUCTCpQQp6hxcGm3uVClkG2WgWNjEFDT5t3OQMG2YIUSPJkqDzTBZ9Tw6KpqZjEMfji4yq4fM5t8rQ0ZBWk442KWlidvSWLipM1yNeFvqNjxuxM7N/TAIPPuSUmK3DhzAw07GtAs09zYY1chAQjh6wEORpNvcvlIiGW5KeH3H9CohzTSjNw9ECTd5lAwGDhRQVB6/I8j2+212J6mgoHmrrB+Zz0BZNSkKCI7gtL2fwcVBw+B5OxtwRNUooCKgcHnVKCTpPPco0US6anodNoQ2O72btcLRdh6fR02J0cTvmU+5GJBUgTsGBTlTjV0vv4i4QsVpRmBo3FxfHYsv8s8qelou5Yi6d/DgBg3qJcuAp1+GB3vd85l6SpcHBnLTKvmgKxuPfWqZNVrVC3OyEXCWBx9D7OWRo5EuU8NE0iGMw+z22NFGKGQYJOhq5On+ewkIVaI0G6Wo3mxt5zkyvE0ApY75ubh1QkwLIZGUHn5nRx+PJQEybl+DcvZhlg1exsaDMTsGtbjd85FxQlQSwWwGy2+z2Hcwt04EQCnBOxsDl6l5dka7FkehrqW7rR49NwNjdViXlT09F5Ru/3HE5KVmDyjNDPyVAsZju2fFyFqTPTUVic7F1ud7jw7q46TMhQY05Rch97cON5Hru21cDp5LB4eeGwBQuml2Vi7zdnoPd5PAkZS2688Ub84x//wLx585CQkICnnnoKixYtCtnUafv27X4/33fffSgrK8Mdd9wxUsMdHN9gvSwJeHVZdFn2A82CH+jdAKF4zsHU4v5/Zeqord8bGCyv765HrjrX78ugglV4G/2W6CYFBboHYzDNUbUSbVTjivRYoTLJfSdEihNKcInkUrg4l7fJsdFuxCn9KYDhIFS4y/cwLrk3oB1NBnrIdRnGL7DdabKBYZmIr5knY7+924pDZ9wlDw+e6UKnyYYktbSfrQeP4zn8ctfDaNMdxwX5xXhi8R/6HHd/gfzBTtoQEtcav40skz6cvoLqgeuFKtOz6o+AVQ9sexR4dXnoEj7htmUYoG6bf9A+VMa+7778Jhcu6g3MDwTLApc/Dyx/zF1hVaYdte/P4fgGcIf7OM9uOYEj9V19NkgN1+R3bkGiX9NeX74Z3HIxizv+sQddZjuyE+XnJwC6MKcgeLvA4HWo5q+htHbbYLE5oRQzMNl5HD3bjYIUJR5YPQlCAYutFefQYwdSNFJ0mGyYXZAYNsgf2EB42eRUHG00eM+/xWDF/tpOaGQi7D3dAWOPwzsp4XutjtR3oTRXi+YuCxwcj9xEOTpMNjhdHN4rt2BfTSfmFOi8zY3L8nV+dy/0lQEfeF3WryyCxcF57zgIXNdsc+Hl783z3jHhG+QPvOa1rWboLQ6wDKDvcWL3yXZkJMhDNmyeU+AudesZv6d58Ehm7odjsjpxtEGPOYnRxdzG2ne2uAz033jjjXjttddw991347777gPDMPjLX/6CtLQ03HTTTd71zp49ixUrVuDuu+/GPffcAwCYF6LYuVqthtPpDPm7SKVlqPGbP16GXV/V4N3XD2HqzHRc952Z0Ork/W/ch+P1erzwUSUqzn84z9DJoZKLYHW48P3LJ2FeifsL66VzsvGPz6pwtKYTBQCavq7HcQAKlRhFk1PQ0tSN1Aw1Th5vRUuzEXu+rsMV10/FyismQSRyB1dnTEjEK/cvwTs7a/HOzlqoJAI4um04+W0DWBYompyCc2e7MXdhLq65eQaUagkuvXoyvt1Ri3f+fQjFU1Jxw//MRO2ZKtxTVoZvz7Tgxb1VkIuF0PfYcbCpC2gCpmSmQ5NkgYBjcfaQGF+etgKwIjtZAbFIAJYB7l49GTMmuKfZLloxEW++sh/nznbjpjWlmDXXPbmzanIOXiqvxuHmDtxRVozlhRlhXzRmzs7Cky9chY/fPYbtW05h5eoSrLpqMsRiAVYsyce7X9dh0/YaTNRI0bnvLOoOtYBhGcxdmYVTSicW5KViTVkREmShXxAUSgnu/9VyHDlwFm9s2I/kFCVuXluGjGz/Dywnjrfi9ZfLvZMjU/O0sOVo4GQY/GD1JJROTIr6OTJvUR6mzkzHB5uO4tvttUjPVONkdRvaW83QSAUonJuNaqMV1yzIw41LCiAVC3DF/Fy8/80ZvPHVaVw8KwO3XTwRSpkI1y7Kx+b9jdiw+QSylWJYjrSg4Zh7YmZuaQbOCIDiHC3uumwSMhL9n9vlJ9rw14+Po/Z8Pf+JZRlI7OiBVCTArXfMRmGJO4B8xQW5+NvHx3G2zQxNmx7GHWfwAc5g15ZTuOH2WZhQlIxNrx7A3l1nAACZSVIol6fjDGdFcbYIrWhCE8Mja6kIxc3pqK62oEQhRcvuBlQ7OYhELIqnpKCpwYCLVhWhtloNlmXw2P9dga2fn8BHbx9FWoYaDfVdqCo/CzDAvDlZOO1yobQoCXdeUoJkjf+X36+PncOLn1Z5J0cmpKtgd3JIVEtx9xWTUJjhfpxXrC7BGy/vh8HQA4GARc0Jd3+BpBQFVBopTN02KFUS1J7qAGo6UZAsh3hKCs71OHDnqmIsn+V+DqeLOnGwVYavj57D/1w8Eavn5UDAMrhocT4+/s8xbP/iFFZdOQkrr5jkNzkSDufi8NWWk3jvzcMwGmx4743DmHdhHm68bRYONRrwz8+r0ap3B9PnFifjB6snITc1dKOq6ooWvLFhv/scAPz3k2rcsq4MU6KYcIjUtFkZePKFq/DJe5U4drhuyPdPSKzddddd6O7uxvXXXw+73Y6FCxfiqaeeAgB8+OGH+PWvf42DBw8CANLS/PvPiMViKJVKJCVF/74RM55gvall6LLs++MJzptb4G7pPkgsC6iH/vWuvzI6Q803WC4RSPCjr9ZjUuJkv8x+T+mV4RrXQMvGDGRc/R0rXEDed0KksrMCx1GJv336AmwuG0p0k/C7hb8/X76nEk5zOqZnZuCxG2Z4a/R3mm0RZ6CHCnL7lfDJ1uKXbx/G0UZD9Fn5gauN0Hds3+t32lCNbnt3n3eF9BfIH8wEESFxL+uCgQe7o6mxHy6TnmEAMMCZbcG/80wi8DxQuxWQJ7n/9fw+VNC+v3JA3skFAyBR9z1JEckkBsMAsqG56yzeBAZwFybx/W80QL7ldY426GG2uaCSBSdj+AZ2PcHcSEqx+JYH4jgeM3IS0GW2weXiQ743hQrqe8aoU4ix93QHui12bNxZi52VBhzQV3sD/5v21INlWVjsHMQCBjNyEmDocaDHweP7yyficL0eySoJOky2PjP5PdflQF0XSjLUaDXa8L/LCrFxZ613XClqCRjwOFDXCQHL4J9fncR3L5oIlUzkd61mFyRi/coi3LW8EK0GK/6ztx4fHWoGy7gbIOvkIr8s/sDr2FcGfODky9OfVmHPid5rEuoOg1CldUL9Pj9FAa1cBL3FAa1MiPkTk7wZ/aEee894PP/f1/FGklIqxLRsLYDoEgnH2nc2huf54XsVGYSmpiY8/vjj2LVrF3iexwUXXICHH37Yb0alsbERy5cvD9k52ddtt90Gp9OJN954I+w6gTwNlkI1tQs1YzZQqx76DA4XF7T8tZ8vRbpOEbT80Z9/hlNV7UHLJxQl4vSJjqDl37lzNlZeMSlo+SfvHsOdr7szuFc5e8skXbA4D9//yYVB6/ues29zmAa9Eeve2Rm0vlTAwHI8+LwA4KPfroQixItXuOsa7fUOt/6Wj47jtZfKg5bPXpCN9Q8sHfT+9+0rx3OPHQ+xBfDMxuuhCbjDYiBeeu4b7Pjv6aDlV900DdfeMjPisR7c14A/P7YtaHlOgQ6P/r/Lg5Z3mWy47pH/hhzTlscvhVAQ/OHgx997F50+mfQemTkanK03BC0v+Wky6tAZtDyvPBFV21uDll927WTcdHsZlv6mFgCw7Tf5AICvt57GP575Jmj9ydNT8eAjK4OW17easPaP24OWyyUCfPzoJUHLAeCum16HzeYKWp6YLEdHmyVo+c8fXYFJ03rfEDx/Q0P1nN+76wyef2pH0PKUkmTs54LHma6T4bWfLwta7nS4cOcNoW83e/7VG6FUD9/t893d3Th58iQ+OsPCHKNmvL+5iprxjgZ9vT+PZ3F1XTgX8PIi4Ow+IGchsHbb8Gbe9dMIOOK/G44bWPmg/nY7jLXw+ztufXc9fvTVenDgIGAEeHnVK95A7Ei9nvTXXHUkmq92mGy48untcHE8BCyDD3+6BIlKCXiex8Nf/xzHOyrBwf9zq+d6aSQa6Hv04Fzy89vAO14AuHtD7wTCC+vm9NmUzrPutGwtfnfDdL/98by7/r/vGBPk4oiuDc/z+MHLe73j+Osdcwd1LQMfk3DPFc/18zy3f7+o74z+UPsereLqNZfENe9zZcoUSKQDvNOmRw+8sswdVDedA9ZsDX9nQF+TAhwHfLre/X6Zv8z9O8Bn/aVA7TagowpImgTcta/3/TQwGB/p5EMf6+3fvx9lpaXBvweCjxVpHf5RyNjjwA837kOi0h2U/t4sES6cP2dYjuUb5C3NqUnoOgAAgFdJREFUS8AdSyb4ZZT74jjOW6M/sORLfxncgeVsPD0BOkw2PL92jjeYHXjuz6+dA6VUiD9/dhyfH3EHyJdNTsWRBj1EvBVOVobn17qvjXs7Mc4ZrJiVm4BjjQbvOSmlQr9SO+tXFsFsc/U73vKaDpRkaPDzKyb51ak3WZ3435f3oLnLAoCBWMgiUSnBrDydt8ROYOB7b00HOrqtkAhZdJrtyElSQMCyUQfDPY9DilqCZ7ecwL7aTsw8P2nue00Cr6lOIUab0Ya/rpvjVyop1DVXyUR91ujvS7j9xYrVakVFRcW4fn+Oy4x+AMjIyMCzzz7b5zpZWVmorq7ud1//+te/hmpYADCkH0p5hJ5nYcKm4kS3PPw0Th8z5SEXR3vcPq5R2ENHe+zo9hP20vU11iEYT1+Hjno/4a5RmCNEu364J0xf04Fhzy3cRtE+J8OuHeXjHPa5GuZvsK/HeZifq9HuJ9w5hHt9ifqh6WNfQ2U0f9knhPjgOHcwoqkcyJzrDkYM99/3UNTp72eyYDAiqTk/HFiGRa46F5MSJw9LeZ5IhMqkB8N7s/V5HiPSfDVcJrnn7gG9VY+nyp9AZUcFZEKZN6Pfc0eBTq4Lez6RZqB7stU7TTb88u3Dfk19PZMOgc11I702DMPghXVzhySAHvIx6+OcAu++6C+QP5wNggmJa4PJr+yrDE5gENw3k943MM7zwJafuUsIZS8AVrqzVaGv783Mr/kSAA9kLwR6OgBbd/gJhXDHCdRf5n/Q7/XA9t/1nuvKp9zjjuRuhlEqMHteJjT1v9EAeTKzjT0OvLz9tLcGfais70hq0ocLWvtmgHtqz4cq+RPqzgEAcLh49Dg4JCpE7jvdchKw50QTLpzcu45nu/mFSVi/sggmq9PvnDzB/cDjhxvvPSsmYs3fO7D5aDNOnOvGhrvmewPWSqkQcwsSsfmIHdz5Br0WuwsfHzwLAPjpZSXefXky71NUEnQabVBIRVhUkoqfXFoMi52LqryNy+XCmr/vRn2HBflJcszI0QK8uwR3Wb4OXx8/63dNPGMN1TjZMzaFRBDymgsEAhSm95bKjjRYH+4xJLFDjwAhhBBCCBkavkH3pn2ApX1oy/aEyrrvq04/x0Fo6wjfdDDUuAMnC3yPyfNRZ/1HW3N+KA13eZ7+BJar6TBb8f8O/cZ7LX4y8zchS99EW+qI4zm/rPtQX+DDBeRZhoVOpsNjix7Hzn07sWj2Im+N/sD9uM+nCxxrwZEG3jveSALXHM/BYDcAjAxHGw1B5xw4xk5z5I1phzJLPlSJoT7PKSDIPxITN4SMSm9cBaz9fGCTyH0F78PV1A8M0FsNvWV5Gr5x/7zjd+5lDOu+U6BguTvz58w2/wmFSI8TKvM+3CQFz0PgMLrL+vj+nod/4N/Q0PdEgeeYErV7YmIUZv0HlkU5cODAsB+PYRgcqOsKqsHv4QlWa2WioN+Hq98f6jgqmQg8z2Pd4gKsW1wQdPdAqHJAxh6H+w6A8++FC4pS8NPLSrAryYxF83qD9IHbBZ6TuyyRu4yQZ7zlNR04p+8JWcantduGhg4L5CIWdW1mtBisfo2C71gyAesWu3s0/n3rKXxyqAk6pRhHG/R4+tMqb3Pj9SuLvIHvVdPTceO8HG8jXJWs/7K8HjzP4w8fHcfpFhNEAga1bWbYXDzSNTIcPKPHc2tmoyzB5HdNPNc0sHGysceBDTtqIr7DIRqRlHQaKTzPY+OOmqia8Y5Fw3/fMAmr9lQHJqqCb9/LSVFAIQ09ezahKLjuk0ojQX5hIpiAD9JSmSiohjwA2O0uGLutQR+8WZZB/oTgvwie51G+ux6dHcElSVQSETLVwX0KSlK0KMwIbpxbmKGGSDj4p53JaMOer+vAhSh7FE5GlgbSgDcghmVQMDG6V4HyE22obw2eZWcYIL8weF9ZOVpIhmhWM7dAB0HA9ROJWZjNdthtTr/lTheHrYeaYPJp1uyRlKKARhv83Av1/ALcTXvzUpVByws1Um+del9NDQYkpQSvn5isQEGIPgUKlRjSBlFQSrnEKYQEIggE/s9VgUSAThGLHrv/OQNAWroaClVA8zYGQIoC7QZr0PpqhRiZicHP4cwkBU77NC72OFPTifQQz+3UDFXIx1+jleJsgz5s1v1QSElTQRWirM7EvASkhHicJ+VoQ+5HwDLImxBcuiY1XeWt2U8IIX3yBN1Z4eCb4wbyZN3/vyxg41L3z0Bvnf6fNPqXCTq//vQtlwIvLQBcwaXM+h237zE3LAG38SJ0PVMA3vf4/fAE219e9UpEpU2GGsuwSJAmxOSLlyeTXsAymJ6thVDY43d3AyuwQHq+l5RUJIBWJvKWOrpj8xo8/PXPwfF9X2fP+ms3r8FtH9yLH2zYC47jwfEcuqxd3vdfTyZ5uOvAMiyUAiUErCDs9dLKhUif/AGSpr6E9MkfQCuP7POd7zk9fejXmJat8V4T3zr1vmMMvHbhGtN6gutXPr0dd2/YB44L/rzBcTw6TLaIPotEfNwQj1M0kwSEjDudJ91B64HyBNV9X5tCZcuHI1G7A/oNu9z/gndvo0oHeA646T1g1dPAJU+778Zb+VRv3f5IjuOZDHhlmftfz+uNZ5JizdbeCYLz607c9b/uUkIrnuz9vUzrDvibzrn/1WT7/xx4N8Pm+4GNFwEvzgk+9ijiCYqP1Hu1Jwu7w2QLmYWtkAjAMMDhBj0Yxv1zpNv68mT/3/NKOf6+9VTQ+1CoEkBKqRCzCxKhlAqxelYmfnpZCViWhVzEBgW0fa9ZuHEpJAJMy9ai3eiOgT345iE8s7k6aCypGinykhXocXDIS1Yg9XxfP99z2LizFmq5GPdfPgmrZ2VCJRVhWrYWR+r9JxjuXVWM59bMBgD8/K3DeHbLiZDvwTzPw9jjCPk7k9WJqiYDZGIB7C4emQlyzM1P8J6fSiYKuiYensbJHSY7yvLd3+99+x54JmcC7+IIN5b+jPTzNxyT1Ymj9fqYjiEeUEZ/DHR2WPDOvw/im2014HngwikpOCFi0ANgzYoiXDk/B4IQNc8B4NY7ZmPOghy8/lI56mu7sHJ1Ca64YRrkCjGWrJyIN14uR9WxFiy+uBDX3ToD6oC68Hu+rsOmVw+gvdUMRloMmVQIGN1NMW9ZV4bMbK3f+qeq2vD6y+U4faIdYokAl10zBel5vV+4tDIJXrp+Md6vOIN/HzwJlUSM780txuL8dHAcj837G/HS5+7ySndeUoxVZVmDyuxxOjl8+Wk1Pth0BGaTHRnZGtyyrgzTSzP73XbqzAw89der8J/XD2PHf0+hZGoqbrljNnLyIrt9/kyLEX/9+Dj2VrdBwDK4Yn4O1qwogsbn9u9fP3UpvtlWi7f/fRAuJ4drb52BJRcXgg3zeEZr+aXFmDw9DW9u2I9D5WdRWJKM9hYTvvi4Cvu/rcf1t83CgiX5+KayFX//5Dga283QKMRYu2IiVs/PheD8tc/KTcATf70aH79zDJs/Oo6MLA1uvWM2SqaGzrqUSYT4x48X45M99di45QREHI9JHFBX3oTf7WvCvAvzcNPtpZBIhHj3zcPYtvkEXC4eKelS8JwARoMNq6+b6m2QvPjiQry+oRwNtZ2YUJyCMzWdOLTpLNJy1JAvE6E5QY+8M0lo/FKPw4azSExWQJMgRe3JDqTPzkQNz2HTwbP48nQ7Oo1Z0Kl6g9yFJcl48oWr8cFbR/Dl5yegK9ShM1GGzfVd2P7UNty8ZIK3aTEAJCglePmnS/D+N3X415cnIZcIkaiW4ni9Hv/7l524ZHY27rikCKyDwzuvHcLXX9WA53hMKE5CV4cFNqsTV904HcsvK4ZQyOLYoSa88fJ+tLYYUTAxCTUn2/GvF/fhm+21uHVdb9PioZRfmIgn/3o1Pnz7KL74uAq5BTpvg+S1Dhc2ba/BG9tOIzVBhh+snoS5xaEDb6yA9TYd9zyH07M0OFXVhqcf2YrSuVm4eV0ZUtODJzqGis1igs0x8h/ObRbjiB+TkDHJE3Qfjlr35hYYmsuh5ZxgArPuPY2AfVnagPpdYMABjbuBDRcCd3wdOpsy3Lh9Mv25hm/wiwlzUDVpMUrMejxmbgGrCt24NzDT2RNsj/hch6h570g3AQ4UmKUOwO/uBt6l8E7a99id0Pc4wAotUZU6MtgMON55HGA4CBVNOHamyXvnwPHO45g0hH0Ruu3dcIkbwfA8XOLGfpvP+o7R95xeunkieE7RZwZ+pI1pQwXXPZn/HMejw2zDr94+EnGWfaTHDVWSSqfQ9tlsl5BxTawA1Fn9rxeNvkr6BLJ1w68sD5jebfOXAdoc/yx83wz+lU/1f5y+SvQEZv6fv7tA4DQChza4ly37Xe+6gXcvhCsR5DmmPMk9gZG9MHTWPwnSXxa22eYCx7lLyuktdm/TXk9g/p4VE9HabUOqRtrn5wtP9r/R6vArc9NXSZ2BZoiH2s5TguhIfRdKMjSobu4OeycCy7LYcNf8oL4E4e5guP/ySWFLE/V314QnqP7y9tM4cL7pbWBJIc+EB3+6HRwPCAQsWJbFH26a0WdjYQ/fuygAhCznE005ptFAIRFgBNpgxT0K9I8wp5PDg3e/D7tPI8+6ilYoRAI887erkRwiszjQxJIU/OrJS9FtsPo1eM3JS8CDj6yAvqsH2oTgxq+fvFuBTa/23gbmcnLocXJYdkkR1vzvvKD1K48044lf9TZgtdtceP/NI8jMlWO+T3MYIcvi+mn5WFWUBYmQhVjgDqCyLINL52Rj6XT3l2CZZPBPt5ee/QbfbK/1/tzUYMDTj2zFXfctxMKLCvrdXq2VYd3d83HNLTNCXqNwznaY8d0/7YTrfJaUi+Px/jdn8E1lK958uLepKcMwWHhRAWYvyAHn4iCTD/0XnPRMDX78y2V4/eVybP6wt/lvZ4cFL/55F7YebcZXDXrvcoPZjr+8X4FTTd346fXTvctlMhFuuG0WVl1RAqVa2u8EjIBlcOUFuVg8NRU/++67qPV5Du/ZWYcDexqgVEnQ5XPnR2uzFQIBg1/+4RK/TP6iySn49ZOX4k+/+wqH95/1Lj9X3w1sBCbNTMXxQy3e5R1tZnS0mZF9UT6+OdubQdLRbUNDqxk2u3+WplIlwXe+OweZpRl45M1DwPmmwFa7Cxu/OIHDtR14+q753vVFQhY3LC7AvJIUfO9PO9Cqd2f+czzw6b4GbD/ShPSTXbBZe+8gOF3dDqGIxe+fucIv8D11ZgYe/VMaHvvFFlQda/Fb/9Gff44HH7m4z+s8UHKFGDevLcOlV0+G2ucDl0QkwG0XT8SVF+RCKRN5J3vCYRgGi5ZNwJwFOfjxd9/FicreRsgH9jbi8IEmPP3iNUjQ9f9aNRB2qzlko+OIt7eY8H/XzYFWq41624SEyINwhJA+hAq6DxLHc/jFoT+jatISlJi78JhDDLa/uwUUKUDmHPCNu91dWpr2RV+/36cskCF7AaoUCrgYBlWKBBiEEoR61Rhs892hat4bqybAgQJrsvuWEgKAGTkJfoFhjhNBYM+CU1gPgSMLalEfgSu4SyNN0k1CRXslnOZ0TE3PACuwoKK9EmA4VLRXQt+j99bZH4yBlmEK3C5BFtkdFpHUsw/Xf8CT6X+4vgueJP/+SgD5HjdB7i6ZEC5YH+paRDpJQMi4pEwD7MahDUD3FQQPFDgpINP2H0D3BO1t3f0fJ5pJB6kGyF4A0YGXAFUaUPk2UL8TKFjRm/UfyXWSaoDcpUDNF0BiiXsCo79jEy9PFnYoniDz/tpOb3a9bzCYYdzvM7MLEvsMCiulQkzL1uLjg2ehU4hx+Eynt8yNJxM+SSUNCoT3NbZQfBsHhypBlKSSoqrJXevfU2In1J0ILMv6levxnEOoGvS+Yww1MRFuO57n8ZfPq7D7VAcMFjtKMtQhJx48Exfn9Dl48M1DSFSKsflIM/ae7vA2AQ4lXNB+3ZIC7DndgTSNFAfqugZUjinemW2u0XhDz5CjQP8I43neL8jv4XC4IBNFXq+LYRi/IL+vcAFsa4gSLu4xhT6G1RpcFgUAHPbQt1CrJKFfCIYiwO8dU5hzCLc8nGiC/ABgd3DeIL+vHlvoayQZwnOOliXM42YJEzwNvOujPzKxMPRz2O4K+Ti4XDzEIa4HwzBwOkM/l5zW0MsdIR4DAHCFeRILxKH/pixhHjeZWACHK3hfFpvTL8jvHaeDC/lYswIWDnvo6221OoHI/9SjFu51QRNlVp1EKgr5GuBycnA6Bh6I749KlwrWOfDAgM3cDa1WC51u8AEdQkj88GYPMwyqVEkwrHwFCf0FERkGWPc1zM/NgtJwvO9SQuGa8fpk+mvlySjZ9RCqOitRkjgZ2jCZ3INtvjtUzXtj1QQ4GqECw/oeO5orrwLHWsBycugvdfQZmPY21PWp0d9hssFhTodQ0QSnOR2ca2gmpwfa84BhGPz2gt/heFstpqZMGNIAeLjguifT3/PRqb9SPL4Ca+3fMT14gijctaBmu4SEkbVgeALQkQbFw00KhNo2VNC+v+NEM+nAMMBlz6KjrQ0pPdWAwwKoMsPX4A/VH8C7L7hLEeUtAebd539nAhmwcLXzPXX7D59/fwiVqR5YN98TkD5S3+UNtCcqJTjaoO838B4JjuOw7sXdqGszIy9ZgQ13zfdm4/sG22cXJIasTR+qfFB/1yLUOoGB8XDbGXsc+PxIM2wOF1wcj9ZuG+ZOSAx7/gqJu7nuvtpOcAFNgC9KC13yJzBor5QKsWF7DbrMdujNdqyanh5RU+TRxjOxBPTEeigxNTofPUIIIYQQMm4EZQ9HHLDmcWbaQ5gye6k7azDcl/++mvGev0OBASIK8g6m+S7HcwDPozihBNVdVYNq3hvLJsDhhLzLgGX9AsPuDPUEHGmIPDDNMqxfxn6iUoJc+504dqYJU9Mz+g08e0ocRVKXNtoyTADgdLlw63v3wSash8SZgzevfRZCwdDN+ocKrvtm+k/NVONnqyejIEUZ0SRDYDkgU3Ho8x3ItSBk3LrwodgHoAc7KTBU+z+vZcJtSClbAOx4LLgBsEdfJYGsBqBuG6DKAI6+5m4sXHBx8GQAGRK+weC8ZAX0Frs32x8In0nOsmzYMjeRNoXleR4WBwee54PWazFYUddmhixEE91QwXaVjPXbb7Qla/qbGIiEZyuZiMVvrp2KCamqoH35jq00LwEvrJmNv289hY8PNSFBLsKRBj1maARB1yRU0N5kdeJAXRdK0tVoM9pwxxL/pIN4aqg7GAzD4PZFeTh+/Hj/K49hFOgfYSzLQKWRwGiw+S1XKMUQiIb3dupQzbkA94tMqBdMk8MFgYCBKyDDWa4M/bQ512WBUiqCMmAm06B3z6YFZhqbehwwWR1IS4gsy8rl4iAMcdcDwwDqEA1HAaC+riviGvx9kUkEkIoFsAZkaWvkIphNNihikLkULnNbGqbZsRg8OBcX1C+gvtWENJ0MYmFkXzgFLAOVWgJjt/9zWK4UQ6ESo8fin9UvkQohDTMjrAlxZwXDMtDoQp+bTBD6DUcUpgeCWu4uVRN4N4ZcLITN4YIk4PkkFgmgkAphDshk1yklUGuk6A5o5itXiCEKcdeAzeaETB58h4tAyEKpksAY0Nea53nUtZiQn6YKeR6h1J4zIjdFGXHPi5ZmI7Q6WcR3m3QbrFCpJdB3+s+Gy+SikHdoEELIcBpQJrXLCTyZhMk2A7BHAzzQDgjCvH75lOhB9gJw8iQYrF1Bx4oksDnQrO/AIPg/V26ATqob+JfIAY5jOEVyl8FQlH9hGAYvrJ0b0T58r3uWKAulfOmQlziq17fDJqwHw/CwCetRr29HQWJkJaQ4jh/QtfBcR0+N/jV/3x1RjX4guByQShL75w4ho96Ox4CVj46eAHRg0N7TlLevwH8k6wDuu+henIPJrRVA5RTge3vdZY1CbddXSSDP72q+cP+sDnNXAIlauAC4JxiskAiCAvR9lX/pq8yNb+C9r7HsrDTggL46KBjvaaLryehP1Uj9SvmwLBu2DI1nzFqZKGTJmsBa+qV5CeB5HuW1XZidn4A7lxaGbUIb7hoqpUKkqCWoaTNDKmLx6PsVIScZfK/ngbou3LmUxU8vK8GRBj0aOiywOzn8bY8Tx83+1yRU0F4pPX9XQE0n5hToQl6PSMolRTLJMRQTIQPFcRweeOMQ1s0c33cWUrRmhAkELJ584Wp89PZRbPm4CjyA5ZcU4aqbpkM2TDWwak914PWXynHieCuy8xLgdLjQfLYbIrEAAgGLrZ9XouZkO265YzZKpqSipasH//isCl8dbkLW9FTk9rhwpqoNKo0E194yE6rEbr/9m60OvLb1NP7zdS3kEiHWrJiIK+blwOXisfnDSnz8nwoAwOprp2DVVZMhELL4ePcZbPziJCw2J65blI/vLJsAhTT8+R/a14g3N+5H89luFBYnoaPNjK7OHhRPScEt62YjvzDRb/0zNZ14Y0M5jh9tQdGkFNxyR5lfjfhopSXI8erPluKlzdXYsr8RUpEA03RytO1pxM9+8D6uvnE6tKkjWwzs8munICc/AW9u2I/Gej1S01WQykSo2V6HWUWJMKQoUNNqQopGijwXUPl2Bf5vz1ncvK4M02ZloNNoxUufV2NzeSNStDLcdVkJls7I6Pe4QpEAT7zgbvz630/cz+HcuWk4lOiEnecw26hF8+5zsDtcmDRNg/+9bzm0Yeq533XfAkyZnoZ3XjuErg4LJk9P8zZI3r+7Hm+9cgAtzUZkZGvAsgxqt9Zi9pQUtKrFqO+wIDdFCT1UUIcIqgPAjIJEvPSTxfjbx8exu6oVGoUYOckKHKrpwJqntuG7l5Rg+awM7xuQRiHGvx5Yio1fnMDHexogZBncsDgft15UCHA8PnrnKLZ8eBwcx2PpqiJcc/N0v0kenufxzbZavPPvg+jqtKBocgqaGvQwGe2YOScLt6wtQ1qmGvv3N3i3OXy6Ay98XImTZ7sxvyQF3189CTkpyrDXv6HNhL99fBzfHm9FYYYaP1g9CbMKwz+3Td02b4NklUaKG/5nFhZeVBD2TdfhcGHLR1X46J2j4FwciqekoPZkB5xODktWFOLaW4KbfBNCyEiIOnu4vQqwGdxZUzaD++fUqaHX9SnRw8mT8ItdDw+qtv1AMp0Dg+Asww76C1K8ZVxHepfBUJR/iXQfvte9wd4wLCWO8hKSIXHmeDP68xKSI9ousIROJEF6XyzLgGWYsM16wwmcbDlw4ECf6xNCInD0NeDCnwBD0C9kxPVXPifSdTwMDUD7cXACGQTtx4HuRiAhN/S6DONuBmxoADTZAWV7zt950KMHdjzqzu6nGv1DIlzQ3jcYHBigDwwm91X+xRNADxckDzUWtYSJqIkugLClfAIpJAIwDHC4QY+8ZAUUkt4kPk+gfm9NBzqMNpSkq73/b3dyeK/DjPLaLsydELokULhraLa5wPHA1EwNKpq6MTHMJEO4zHwGwJQMNY6dNSAlgQ1b3z9k0L7P+TcuqBGxr0jufoh1U99z+h7UtZsBUKCfjDC5Qoyb1pbhokuKwLl4pGWq+99ogL74uAqvvbTPW4e/oa4LYIAZZRnYfMTlrSNed7oTj/9iC2ZfXoRPajthP187vcFsRwOApasKcf/tZZArxNi/f793/x3dVtz1553oMtkBAAanHc+8X4FPdtdDfbwd7eeboALAO68dwrYtJ2GckoxTTb2TBW9uO43N5Q148UcXIlEdnJm/8a+78dXmk96fT51vgnrrHWVYdeXkoPW3bTmJjX/bA/58FveJ46145IHPcOuds7Fy9aQBXkkgSSPFgzfOwKUzM/G3J7ah+VgbAMBpc+G1l8qRkCjG3LmzB7z/gZg2KwNTpqfh7dcO4bP3KryPc/uJDuBEB5YvzEHN3kY0O9yPZ2O9Hn/87ZcoXTEBW5q70XP+8T/X1YNHXjuI7UfP4df/U9rvcRVKMW5ZV4bllxbhwU/2YCdvA84fe5eqB4krE/HrRTPQY2oMG+QHfBq/LsxF7akOlEzpzW4rm5+DGbOz8PpL+/DlZye8y1sqWgGWwW03TsPtN0zD8kfP9DnWnBQlfn/HHGzZ34hn3j+Go3VdAIBWvRW/f/MQvjrchMfW9TaX1iol+NE103D1gjzIxEKk+tx1cONtpbhoZREcdhcysoM/QAY2Fz5R2QqZTIjv/2QhLlgc3Cx645YTePW/vc/t3VWt2HeiDb+4dZa3ibWvr4+dwyOvHYDz/F02p5q68dMX9+A7yybgzkuCm/E0nzXgkQc+h8Xs/vvUd/bgH8+4G1o/8NvgpsAuF4eH7vkQbS0m77LqilZotVLc+/BSTCiKLDBBCCFxIXkyINGAtxnASDTun/tyvkSPwdo14rXtOd59O3q8ldoZasN1l8FAs94B/8mHLFHWsFx3lmXx5rXPol7fjryE5LABh0CBJXQCg/SRnHe4Zr39j5lq7RMypFx2oMcQ/4H+UFn5fZXP8YhkHQ9NNpA0CWxrBZAyxf1zX+PZ8rM+avQzgDwBWPV09KWGSFiDqtnuc/kDs7s9jWg3H2kGD+CS6em475KSPt+7PWPZWdmICyf330S3ucsStpRPILPNBY7jMT1bC73FDrPN5Z3AMPY4sPd0B5JVYnQabWgz2jAzJwFfVbYA4OHieGhkQuyv7W0w7Alue869NC8BB+q6/K6hZ0Jk96kO5CXJoe9xhLzG4TLzPU2S81OUMJnNWDyx/8fHU7onRRXciBfou8+B5/c1LSaU13SEbJ7se5xYNvVVSIQQRpEQMVZRoD+GUqIo0zFQreeMwc12+fMNQUMkoDe1mr1Bfl96xj1BEchsdXqD/L7Otplh9wnye7S3mdHeHvwi22Wyw2x1IjHEnEdLkzFomdPBQakKXa6n9ZzRG+T34HmgtTl4PwORoZXC3BHc3EPfGXwdRgIrYCEWCUI2VeY7e+B0BD+eTa1mb5Df19n24MesLylpKpxFcAPeDt6JxEw1Gqsj249EIvQL8nsIhWGyGTkeCrsLgjAle0JJVEtDNiQ+2xH6nPNSQ/99JqeGz7Y/19wdtKynxwltmA8Woa63i+NxrtMSYm33hIwzRLPgxvbQ6xsNNm+Q31dLiHEC7oCBb5DfQ6+3jsjrFSGEDCmWBR5oR+WO/2DKkhvcP0dgpGvb+5aOKU4owUsrNyBhECV74l20dxl46ueHmxgYbNa77+TD6WOnh+26CwWCiMv1eAQG6bUyETpMNugUYvA8IjrvoSiFRAgZAgIxIIvzTPNwWfl9lc/xiGQdD5YF7tqHyl2fYtrCy/p+f450AiHK/gDjyUBKqQykZntgMNnY48CGHTV+2d0mqxP7ajthc7oAMNhX038w2DOWUq0Ri+b1nyEeqpRPOL6B88B+Ay9vP41Okw0dJhtWTUvDnUsLoZQKIRay2H2qHXqLHcfOdiMnUY4j9V1IVEqw93QHui12bNxZ662t/+ztZX5j5nkeh850odlgRV6iDM+unQ21rPf9OfDxCszU9y2ftGvv/oiuSX8TN331OfBMAtS2maE4X7bY91pFc5zhppaLsXJaGgBbv+uOZRToJ4QQQgghY5NACKu6MOIgPzDyte19S8dUd1WBGYKSPWNFyOa9AWWU+st6jwTLsNCItTDa+JB9q2LFN0ivlYlwzyvl3sD+IzdMj/i8KTufkDgw7TuALH5KqYUULqgeSXPeaBv4sizs8vT+35+jmUAgfgLry0dbSiWSmu2+AoO8AIKyu5VSIebk67DZaAMP9FviZyBYlsXL35uH2lYz8lMUfd5FF25Cw9u8NkONVqMNdy4thFouBu/NrmTAczxmZGvQZbZjWk4Ctla2gAHw4tZTONKg92a+O1y8X7Z/i8GKunYL5CIWZzp6YLG5oJH3Bvn/8nkV9tV2Yk6+LuTdDr6Pi1wU2WfG/iZu+poc8UwCyEUszHYXnr1mGiakBTcPjuQ4IyFePsPFEgX6xzhhmMas4ZaHS4AKu58wGdUilgHDICjLnGUZiIRsyGxyQZhGq+GaFAujbl48NH/wrIANeW7hxj8Swj4+IZoXA4BIGHqs4R7PcFwuDiIEz5cyAARRvsDabM6QjWKjfQ6HIwz3/IpqLwDn4sBxfNC15XkegjB/QOGeq+HOQBTm3ERhmxGHObew1y70WTMME7IBN8MyUWVHEkLIaDeSte197yAo1E6ERkxBDI9ImvcOtDSNL89dAYfruzCjel/UdwUMJ0+QvsNk8wvss8Cgz5sQMoKW/DL+S8r0FVSPJGN+OLLqo51AIAB86suf7kCnyYaSDPWwl1IJDPICCMruZhgG911SgjuWTACAiGr0h2rGCyBsMJnneTz3xcmI68SHmtDwnbSYW5AIlUwEnudxTt+D/bWdSNNIobfY0WlxYO6EJKxdnI/DDXqkqCQ42mjA9JwEHG3Qe//1nezoK6hu7HFg85Fm2JwubDbacMeSCVDLh+b9va+Jm8A+B76TI77jzU9WoCBVGfX1HCkmqxPHGg2YmzS+kxso0D/GXfedmdAkyPDBpqOwmO1QqMS4+qbpWLqyCK//rBrtLSbACYglAhQUJqHm8DlcWJiIUyIGzRYHRAIWVy/MxW3LJ4bcf0aiHM/9cAFe+KgSlfV6AECZTg7nqU6I0tzNYc/UdAIAps5Mxy3ryiBQSfDip1XYfqQZADA5R4u7r5iMzERFyGP84CcXehu/Op0cklOVuPH2Usxd6N+wx6DvwX9eO4Rd22pQPCUFDWe6YDE5IJMJkVOQiG1bTqLHYsf1t81CQh914/ujS5Tj109d5m1wDACl87IxdXbsXkwuv3YK5Eox3nvjMIzdNkhlIlxx/VSsvKIE5d/W4+1/HURnuwUisQCrrpiE1ddPxeG6Tvz14+NoaDODZRlcMS8Ha1cWRXxMT4PkYicHtlSLQwJ3OaNpaQn4wfzJSFJI0Xf1fLdzTd14a+N+VB45h8uunYJLr5oMsU/A/4bbZkGjk+GjTUdhsTigUIlxzU0zsOzSyMcKuBvzPnHnXPz140rUtZjAgsfcBAW6j7bh0Qc/x613lvVbg/7owSa8saEcdpsLN60pxZwF7ufgqao2vP5yOUxGOyZOSsHJqlaAB7JytbhlXRkmlqT47cfQZcdzT25Hzf6zWDwtDXstNlidHHQqCe5YVYRLZoeuU3nF/FxIxAK89Fk1Oow2SEUC3LikADctDa7/DwATipLwwG8vxhsb9qOhrgsMy2Dh0gJc/z8zQ64vFLL43Z+vwBsbynHkQBMAeBskK0YoE9BmMcHmGHhja5tlaEp0EULISGEYBo8ufAwP7XwQJ7tO4Be7HhpQA+CxKJIySkNRmsZzVwDHY8B3BQy3oAkNpYRK8hAymoyGv9F4DapTWZ6oeWqlJ6vcE8WtRhvmhim3MpQCg7yhsrsZhokqeB3YjDdUSSDf98ChqBMfatLC02SWZRl0mGy4ZHo67lgywbvvuedLAJXl67zNeRUSAZ7dciJosiNcUB3wVNhmQlXaHla+fQ4Cl/c13niilAoxLVsLILjU9njC8Hyoyt7EZrPh2LFjmDp1KiSS+PqgPxDGbiu+3VGLBUsKoFS5z2fpb2rBcTy+n9uJ3TtrYdBbvesLRSwmL87HzbfMQGaSfwB+//79KCsrCzrGlr0N2PbGYZyt7fJbnleYiGtvnoEZszP9lh+r60Sr3oplMzMiOoeWZiOOHWrC4osLIQrIpt69sxYbXtgDa09vvXi5QowJJUmoPdEOk7G3TrlEKsTtd83FomUTIjpuX/Z9cwZKlQSTpqWFvS4jyWK24+uvTmP+ojyotb1NZO02J3Z8eRozZ2ciKaW3xrzLxeHz8kZMyUsIW5M+kMvF4elHvkTF4XN+y7OLErH8ezNw0cTex7m/a/LpexV457VDcPn0hdAlyXHvz5civzDRb91ugxW7d9Zi4dICv6Dz0t/UAgC2/SY/svFzPD7Ydhq7/1OBlrO9teoZBlh8cSHu+OEFIbf74yNf4uj54LdH0aQUJKcqsGtbrd/ytEw1Llo1ESsvLwEbcJfElo+O482N+/2y5tVaKWZcXoTvXDkFshB3NQTqsTvx+b5GLJqSimSfxzkcjuPxzbYaZOclILcgsgZgRw82welwYdbcPppjDSGj0YgTJ07g9YNtMPn0UrBbTPi/6+ZAq9VGvK+EhIQxG/CIh9eZWBtr789Dha5LeKPh76bL2oU7Nq+Bi3dBwAjw8qpXhv2OgtFwXYD+a/QPBZ7ncfeG8xn9OQl4Yd0c8OBHrHxTpAbTdHgwRstzZSTRay6JFD1XwqPXltCG4rp4suA9deI9AemRfO8YSG+AcPtxZ/Q34sLJWVi3uAD3vFLuvdvt+bVz/AL5vuceSUa/y+XylvkRCELf+W7sceCHG/d5j/nEzTORppX51dU3no9FBV7nUNch3LXxlu6p6cScgtCle3yN1N/QUD2WI8ETVxjPr7mU0T9OqNRSrFw9KWg5yzJIzVD5BfkBd7NbttsWFOTvy5zCRLwWEOQHgLpTHZheFhzMn5oXWcDRIzVdhdT04pC/q65o9QvyA+6gt93q9AvyA4DN6sTxYy1DEuj3ZHTHC7lCHPJxFkuEuPiy4GsnELC4fF5OVMdwOrmgID8ANJzowNz0pKj2dexQs1+QHwA62y1oPKMPCvSrNaGfw9ESsAxmZGnxgU+QH3CXYjoSEMj34Dg+KMgPACeOt+JcU3Bzn3Nnu1E8OTUoyA8AFUfOBZXG6dZbUaCSRRTkBwCZWIhrFuZFtC7g/juP9vk+bVZkE3BDTaVLBevs/fBgM3dDq9VCp4vu9YIQQkaTkW4APJqMRBklz10B278tx9IFs8GD77c3QCxQrX1CCCGRiHWt9GiD7X0JbMYLBJcECrV+JOfucrmw+o/bobc4oJWL8PH9S0IG+wP7DwQG+QPPNXA8kU5EeEobxVNQfSgfy+Fmt9tx0/O78eiK8R07oEA/IYQQQgghMTTSDYBjIVbZ6JFiWQZqqbupnd6q77c3wFgW748VIYSQ/kVTK32oM7aHonyOL4Zh/BrP9hfIj/Tca1vN0FscYBlAb3GgttWMwnR1yP2FO2Z/5xp4bQdzbWKRWT/Uj+Vw+rq6PdZDiAuxT00hhBBCCCGkPxwHmFrct2CNQZ7M9XgIrHI8hy5rF4aqwqen2e2VT2/H3Rv2gePi+zH03GEhYATj7g6L0fZYEULiAM8DPfox+/481nkytn+4cR+e2Vztfe/3lKMZyGcBTwZ8h8kWMut+sDyB/HCfmSIde36KAlq5CBwPaOUi5KeEr2gR7ph9nWuoaxvt+pH8bjgN92M5lBYVR1dhYqyK30eIjJgFS/LR0WbGlo+Ow+Fwl1GZNTcLN6+JrtaXNkGG//3xQm/jVwBIz1TjpjWlw/6l9YobpsFmc+KbbTXgeXdWVmFJMjrbLSienIJT1W3ecinzL8zDtbfMGNbxxALH8djx5Sls/uA4lqwoxMWXl0AoHNhc3ukTbXhjw36kZahx/XdmQuvTvFgiEWL9g0vw1isH0HrO3fg0KUWBG28vjbhhq8VsxwebjqKz3Yy8CYmoO90BABCLBbjkqsmYsyC6ckLRypugw213zcV7bxyGyWgDAOQXJuKWdaGf8yzL4L6Hl+KtjQdwrsld8kerkyEpWQGbzQmFSozmRvdylUaCa26egdz80Jl/t6wtg8GgR+0JEwBAJGKx8spJuGBJZD0GCCFkXOI44JWLgIZvgOwFwJqvgDhuBjaacTw35GVrPM1uXRwft81ufY2HOyzCCfVYEUJIWDwPbL4fqPsKyLvI3cx3HL1mjgWhMraVUuGgyrXEsnRQuFI6ocYiEAjw8f1L+q3R35eBZPsP5O6AUL8bCbEuAxUNsViMTfdcgOrq6lgPJaYo0E8gk4tx4+2luGhVET59rwJzF+Zi0rS0qPfDMAwWLCnA7Pk5+OyDSsjkIiy7pHjAweZo6BLluOu+hVhxeQk+fPsIzp4x4ERlKwCgrcWE5BQFsnITsPr6qSgsTh728Yy02lMdePm5b1Ff5+6R8MaG/dj6+Qmsu3t+VI+lxWzHK3/bgz1f14HngZPH27B31xlcecM0rL5uqne92RfkYObsTHzxSTU4jsPKKyYFNUgOZ+eXp/HWK/th7LZ5l+UW6JCVo8V135mJxOTI+0IMlEDA4uLLinHB4nx88u4xZGRrsHBpQZ9vWqVzszG9NBNbP6/Ggd0NOFXdBn3n+W7uDDCxJBkTipNw1Y3TIVeIw+4nLVONK27KgUyUgX3f1OOya6YgOVUZdn1CCCEALG3uID/ndP9raQOUqbEe1ZhksBmGvGyNTiHG9GwtjjToMT1bC10f75PxYiR6A8SjUI9VXawHRQiJX1aDO8ivTHP/azUAMm2sR0WiEFh/XikVDkm5lmhKBw2lwLEbexzYsKMm7KSFQCDwK9czlOVxQl1bIPy1Cbc+z/PgeR6leQk4UNc1LJn1fZ33UD2WI1F6SCSKz7JCI4kC/cQrOVWJNd+fN+j9iCVCXHXj9CEYUfTyCxORnqnBgT2NfsvbWs2YOSdrTAb5AeDQvkZvkN+jpdmIb3fURhXob2sxYffOOr9lNqsTmz887hfoBwChSIBLr54c9Vi/2nzCL8gPAGdqOnHF9VNHJMjvS6F0T3JFSihksXL1JLzz70Peu18AADxwsqoN312/oM8gv6/J09MxeXp6tEMmhJDxSZHizuT3ZPQrUmI9ojFrOBoDe5rdUt33+EePFSEkKlKNO5Pfk9Ev1cR6RCRKoTK2wwWcB2oka8sHjh1AxJMWA2k8219z3Wiy4UOt77v/0rwEPLdmdp9liwZioA13o3lcR1NT39GOAv2EEEIIISS+MYy7XI+lzR3kpy8Gw2YwZWv6auLKskxcl+shveixIoREjGHc5XqsBneQn96f41J/AdnAjO2hLNcy0gHewLEDiHjSYiB3MvS3jefaevoG9Hc9Ax8L3/0fqOvCnUuZIb9+AznvaB/X0dTUd7SjQD8hhBBCCIl/LEvlekbIQMrWeJq4ekq+PL92DliWAj6EEDLmMQyV64ljAw20D6RcS6gJhVgEeAPHHumkxUDuZIhkm8FkzA93yZ5IzyFQtI/rUN8lQsKjKzuGHTlwFjv+exqXXj0ZE4rGT/fp+YvzUV3ZilNVbd5l+RMTsfCiCTEclT+Xi8PWz0+gvrYL19wyA7pEeb/bHNjbgG+312L1dVORW6Dz+93cRbk4fuwcqitavctyC3RYsqIwqnGlZaiw/LJibNt8wtu8WKmS4JohbF582TVT8PrL5ehoM3uXzbswD0WTg8swHC4/i51bT+OyayajYGL8PIevu3Um3n/rCCxmd4M6gdBd8183jKWHTp9ow2fvuxstT5uVMWzHiTWbxQSbg/f52RjD0RBCyOjUV2b9cBltDXeHEsdz47JxLyGEkOiMZAkbj5EKtIcLZo9EgDfaOxbCGcidDJFsM9iM+eEq2RPNOQSK9nEdqaa+PM/3v9IYR4H+MaipwYDXXy7H0YNNAIDyb89g/oV5uPH2UuiSRrYGeizk5CXg//5wCfZ8XYctH1dh+aVFuGBxftx88Tpy4CzeeHk/mhoNAIDdO2tx6dVTsPraKRBLgv8kG+q68PpL5ag8eg4AsO/beixcWoAbbpsFbYIMAJCZrcXDj61C+bf1+OyDSixdMRELLyqIOpNOIhXh9rvm4uJLi/HWqweQlqHGlTdMg0I5dE3zZl+Qg+llmdj8QSUqjjTj+u/MQmGJf++Esw16vP5SOY4dagbgfg5fsDgfN64pRYKu/0mR4bbqyklYuLQA7715GF2dFty0phSpPg18hlJnuxlvvXLA2yB53zdnMK00A7feMRsZWWOvBqbdaoaxy4D/u24OtFotACAhYfw1QySEkIGKVWb9aGy4OxQ4nsMvvn7I29PgsUWPg2XYsOvShAAhhIxPsapRPlKZ1OGC2cMd4B3sdQ2cJBjInQz9bTPYjPnhKtkzGAOdFBnOuzl4nsfGHTWYkzhshxgVKNA/Bn36foU3yA8APA98u6MO6ZkaXHVTbJrkxsK8RXmYtygv1sMI8urf96KtxeT92W5z4YO3jmDy9DSUTAkuSfDRO0e9QX4A4DkeX289jexcLS65yr8Z7uwLcjD7gpxBjzEjW4Mf/+KiQe8nHLFYgCtumIYrbpgW8vefvlvhDfID7ufwN9trkZGlCbvNSFOqJbjtrrnDfpwdX54OapB89EATPkuowJ3rFwz78UeaSpcKh0AOrVYLnU7X/waEEEL8xCqz3reJq1YuhN6mHxcBbYPNgKrO43DxLlR1HofBZghZ9iiaCQFCCCFjT6xqlI9UJnVfwezhDPAONFveZHVCIRHgL59X4ZuTHVgwMRE/unRSXGXMl+YlYF9NJ+YUDG+pm5Es7zScTFYnjjboMSdxfNxRGg4F+gkhhBBCCAnEcaOy+W8sM+tZlkGCQjSuAtpaiRYlukne89VKtCHXi3RCgBBCSAR4ftQ1AI5ljfKRCMiO1IRCoGivq29Qe1K6Eh8ebAYPYNMeC9YuzkeCUjYs4xzwYzACl3GsNMpVSoWYlq0F0BProcQUBfoJIYQQQgjxxXHAKxcBDd8A2QuANV+5mwGPAr6Z9SNZo98j2oD2aC5n4+mF8LuFv0e3vbvPc4h0QoAQQkg/eB7YfD9Q9xWQdxGw6o+jItgfq0C4x0j0BxiuCQWXy4VGgx0zXS4IBIKgY65fWYQWgxWpGikYhunzXH2D2vtqu+Cp6M4DONNmGbZAf7RMVicO1HUhRSXFgbquYQ2+j5VGuQzDYM2F+aisrIz1UGJqdHxjIVGZUZYJpcr/VpXEZAWKpwaXhRluPM9j17Ya7NpWM2qbYjgdLmz+8DgqDjf3v3IE5i/Og0Do/6dXWJKM1HRVyPVnzsmCPCAbT5ckx9lGA/Rdkc1Umk12fLDpCBrPdA1s0CNsxuwsKFT+55yUrEBxiNJGLieH9lYzzjV1R7Rvu92FT9+vQHVFy5CMdbiVTE2FLsm/L4FSJcH0sswYjYgQQsYBS5s7yM853f9a2mI9Ii+O59Bl7erzcxXLMkhUSmISOPcEtAWMoN+AtqeczR2b1+Dhr38OjueiOhbH8egw2cJei/5+PxieXghXPr0d92zcD42474kKhmHw2KLH8fKqV/D7RX8YdZMahBAShOeBHr3735FkNbiD/Mo0979Ww8gefxA8gfBYBPmf2VyNH27ch2c2V49IbIbneRh7HCGP1dfvArlcLqz+43Y8vr0bq/+4HS6XK2hfz245gQffPIRnt5wAx3F9nqsnqN1hsmHhxESIz4dmxCwwNXtgPfCiOZ9I+Y5zuIPvnkmo59fOGbHeEcOB53m8srM21sOIudE5TUP6NGdBLiZPT8eHm45g51encemVk7HqqskQiwX9bzyEThxvxRsvl6PmZAcA4ItPqnDrHbNRNCllRMcxGPu+OYO3Xjngrak/c04WbllbhrTMgTdevf47s7Bo6QS8+cp+NNR14cbbS/vsJbBgSQGmz8rEe28exrc7apGVq8Wpqjbs+OIU9u6sw+XXTcUlYR5fl4vD1s9O4P23jsBktOH9N49g8cWFuO7WGVBr42OmOpS5C3MxZUYa3n/rCL7ZVotLrpqEVVf6n6PD4cKWj47j9AkzOI7Hw/d+hOWXFuHqm6ZDEaIWMc/z2L2jDm//+yA62swAgNnzc3DT2lKkpIWeZIkHJVNS8cTzV+HzD4/j8w8rceGywiFvkEwIISSAIsWdye/J6FfEx2eX0VDn3RPQjiRLfzDlbPprOjzcTYkH0guBZVgq10MIGRtimVUv1biP6Tm2dGDB2fFkqEqz9HdXgG/t+2e3nAhZ8z3aevC1rWboLQ6wAPQWB2pbzShM743HBJ5bi8Ha57kG3llx3yUlqGjsxpQsNYTC6EOkw9VkeTB3gAzk7o14q7c/EFSj340C/WOUQinGLXfMxk1rSsEKRv4LoM3qwGMPbfZbVnuyA489tBl/e+NmyEbBC8jpE2147skdfssO7WtE45kuPP3itYPad1qmGj96+CJwLi6ix8fT+NXhcGH7F6e8y61WJ/7z2iFwHI+rQzRa3rn1NP79z33enzmOx7YtJ6Hv6hnWZrtDQaGU4Dt3zsEta8tCXqMtH1Vh06sHwQknAnBn9m/5qAoWkx3fu29h0PrHj57D3/70td+y8t31aDprwOPPXjk8JzFExBIhrrxhGlZfOyUmf8+EEDLuMIy7XE+c1egfLWVxIg1oD6acTX+B9uFuShzLXgiEEBJzobLqZdqROTbDuCcWRlmN/lgaSGkWp9PpFwDvL6Dt+/tp2VocbdCHDLZHO+mQn6KAVi5Cl8WBBLkI+SmKoHPzbVqbqpH2e66+QW2hUIgZebqIrmMow1nffiDB93CP00iUboo1pVSIKZlqALZYDyWmKNA/xsUqKNjnHUujpIRPuLvHh3L4Q/X48FzoQYVdPkoeAyD8NQp7m36YUwt3ymPhWhBCCAmN4zmYXCbwPB/9lxqWBZQjX/awL9EExsda9n+g/gLtwx2Ij3UvBEIIialYZ9UzzMhNLIwB0WaHO51OLP/9VthcPCQCBl8+vAw9Dr7PgLZvwPtIfRem5yTgaIM+KNge7aSDQCDAx/cvwcfb92L1krlBNfp7T3Jg5zpY8VbfPtTEg1IqHJa7DuINz/OoPNuNecmU0U8IIYQQQsiY4gl0H++oxOdffxqXge5ojVRZnJE00HI2/QXaRyIQ7+mFQAgh/RpFyUURoaz6USea7PCKxm7YXO7nrM3Fo6KxG9NzE9yZ87WdmBMioO0b8J5dkIj1K4tgtrlCBtvXLS7AusUFEfcrEAgEyNKIQwb5wzWtjfRcB5vpHqoZcCyFmngYzrsO4kmLwYrGrh4A4/uzGQX6ybAQCllk5WjRWK/3W56Zo4FQNLK9AvrC8zwO7GlA8ZTUoAbGmgQptDoZ9J3+DW91SXK0NHcjNX3gdfoHKjsvASzLgPNJWxeJWGSEaRqTlqGGVCaCtcfhXcYwQG5+dLemnahshUojQXpmZJka55q6I24UPBBOhwtmkw0iEQv4fGZmWAa5+aGDBQk6OTRaKQx6q9/yvIKB36ZHhp7NYoLNYoz1MAghY4An0M2Bi+tAd7RGoizOaNFfoJ0C8YSQuLHjMWDFI2MrIE5Z9WPWlCw1JALGm9E/Jcsn9hFmzipUJr1K5p9gEaqszGANJqN+KOrre5oBj3S2vMvlQqPBjpkul98ESKjHId7uOhguqRopsnTx24typIzNR5fEnFAkwKN/uhzb/3sK775+GDx4XHvLTCxdURg35UeqKlrw+kvlOFPTCYVSjKtunI7llxVDKHSPLzlVhSdfuAqfvFeJz96vgEojhUYjxcnjbXh4/Ue4+LJiXHnj9BFtirri8hJMmpaGNzfsx9GDTZi3KBc33FaK5FRlyPUnTUvDk3+9Cv957RB2fHkaE4qScOsdszGhKCmi47WeM+KtjQdQvrseAgGDZZcU4eqbZwRNiniYTTa8/9YRfPnZCbicHAqKVMhMn4i0jKGbFPFtkKzVySBzitBjcWDKjDTcvG42cvJCBz8ysjV44q9X46N3jmLLR1VITlXi5rVlmFGWOWRjI4Nnt5pht5hGVUklQkh88gS6j3dUjtlAd18GUxYn1jiOp5I4hJCxpeo94MKfALLRP+FMxj6hUIgvfr4UX1e3Y1FxEoRCIYw9Dhyo60KiQuyXOe+rv7sGhiOzfDCleoZiPLHIlne5XFj9x+3osjjwt33b8fH9S4KC/X01IB6rn61YlsVTt8xCZWVlrIcSUxToJ8OGFbC4aFUR5l+YBwCQyeOnSVn5t/V49ont3p/NJjtef7kcJ6tacc8DS7zLJVIRrr1lBmaUZeCxh7ego9UMAHA6OXz+4XGU764fdGPeaGXlaHH/r5ejo82MxGRFv+trtDLc8cMLcPVN06FL6n99j852Mx6650M4ne5mBS4Xjy8+qcbeb+rxzIbrQ27zqx9/gvY2s/fnmhNGPHzvR/jDc1ciJU0V8bHD+eTdY9j06kHvz/rOHvQIHUjQyfHAb+f3u71MJsKNt5Vi5eUlUGmkEMTJpBPppdKlwiGQj9kPH4SQkeMJdO/ctxOL5ywel68rAy2LE0scx+OHG/d5a+s/v3YOWHb8PXaEkDGI8ljIKMFxHL770j7UtZmRl6zAxv+9AAqJAAwDHG7QIy9ZAYUk+koNw5VZPpCmtZ7x+DbyHch4YpEtX9tqht7iAAtAb3GgttWMwn4qTgz0Go024/HzfiAK9JNhF08Bfg+LxR56udkRcrlEIoTLGdydt8cSev2REEmQ31c0QX4AcDhc3iC/rx5z6GsHAJYQ18Pl5GC3u6I6dtj9h3l8oqXVyYdkP4QQQuIby7BQCpT0oX8U6bLYcaRBDxfH40iDHl0WO5XfIYSMfsXXUJkbMmqc0/fgVIsJAHCqxYRz+h6oZGJwHI/p2VroLXaYba6g0jz9idvM8kEMIxbnlJ+igFYuQpfFgQS5CPkp0cV6xiqe57FxRw3mJMZ6JLFF6ayEEEIIIYTEKY7j0WGyjZuSZjqFGNOztRCwDKZna6FTxF/CCCGERG3JL8ZWfX4CwB1YNPY4Rvw9OprjDmSMCqkQIgELjgdEAhYKqRBKqRCzCxJh6HFgdkHigDPXPZnl8RDkD9XIdyBG+pwEAgE+vn8JHlqiDirbM56ZrE4cbdDHehgxRxn9JKxzTd1ISVXGTU39oeSwu8AwQOB7nVoTOmNMIhVBLBYEZaar1NLhGuKIaWk2IjFJHtQkWSwRQiIVwhbwZqfShD9nlUYCS0DGv1gsgEQyNC81qjCPj0AYX89Ru90FQ5cFyamDL1dECCFk/BqPZWwYhsHza+dQjf4Bov4GhMQp+nscc4aiketwH3egY1RJRchNkqO2zYzcJDlUUtGwZq7zPB+TLP+RLLsz1OcoEAiQpRFTkN+HUirEtGwtgJ5YDyWmKNBPgnR2WPDOvw/im201SM/S4JZ1ZZheOjYalra1GPHWKwew75t6pGepIRSyaKjTQ5Mgw3W3zsCFywtDbpecqsQfnr8Kb//7IHbvqIVILMClV0/B5ddMHuEzGDrd+h68+8ZhbP/iFJJTlbhxTSlmz8/x/j5BJ8cTL1yFd/51ELu21UAoEuCSKydh9XVTw+7z0f93OT55twKfvV8Jh8OFoqkafP++5VGXDQrnkisnIzNbizc37EdjvR6pGSpkSbVQquPnlv7dO2vx9qsH0dXV425efNP0sM2LCSGEkL6M1zI2LMuMi/McauNxYogQQmIlFk1Yoz3uQMdotrnA88DMnAS/Mj3DUec9VhMmgDu5YP3KIrQYrEjVSIftuLE8x/GEYRisXVyAioqKWA8lpijQT/xUVbTg6Ue+hN3mzlxvajDg6Ue2YtklRVjz/XkxHt3gHNzbgOef2gGHw113vrmxGwAwf3Ee1v1gPqT9vGElJivw/R8vwqorJkGjlQ5Z8DoW6k534A//94W3x0BLsxHP/mE75l+Yhx/89ELvegk6Ob5330KsvGISlCpJv30BJFIRrr11JpaunAiD3opOQ92QX6dpszIwZXoaKo6cw6Rpabj4d2eGdP+D8efff4WDexu9P3/xcRW+2VaDXz5+CTKyNTEcGSGEkNHIU8bGE7iNdRkbyhaPb+N1YogQQmIhFk1Ywx03XLb4QMfoKdOzv7ZzUGV6IhGrCRPAHYB/dsuJYQ/Ax/Icxxv6fEqBfhKgo83sDfL7amo0xGA0Q6ut1eQN8vtyOrh+g/y+8gtHf2cPfWdPyEbC4R7n3AJdVPvXJSmgS1Kgc3/dQIbXL1bAYtqsjGHZ92CEun5mkx0GfQ8F+gkhhEQtnsrYULZ4/Iu3iSFCCBnLYtVYNvC4AMJmiw90jCN5brGaMAHcAfjymg5o5WKU13QMWwA+ludIxh96dhFCCCGEEBKn4qWMDWWLx794mhgihJDxYDhK2UR7XGOPo89s8ViNMRKeOxHWryyC2eYa8Rr9CokALMvgSIMeeckKKCTDU+8+VpNCwyVWPRVIZOKrgyWJOYEg9B9puOWjiYAN/XSPx3NzOILvqhhKbNjHmV4SBiP8c4yua6RsFhNsFmOsh0EIISSAJ1tcwDKULR7HPBND9MWbEELGB0+2eIfJNmTZ4p6a8j/cuA/PbK4Gz/NDMNLwx3h2y4mYBI09vQhmZGvB8+6fh4tnwmW0vz+PxHODDA5l9BM/8xblgeN4vP2vg+hst0AgYM43FJ0R66EN2kWXFEEgZPHu64dg0FshErFYeeUkXHH9tFgPzauluRtvbjyAqmMtuOrGabj4smIIRUM/qzy9NBPrH1yCt145gNZzRjAsg8XLJ+C678wc8mONJz/7zXK8/e9D+HZ7DXgeSM9S45a1s1E0OSXWQxs17piXhsTEKUhISIj1UAghhPigbHFCCCEk/gxHtvhIlLSJh7r1SqkQpXkJ2FfbiTlUUici8fC4kb7Rs5j4YRgGC5YUYPb8HGz74iSmzcpAeubYqC3OsgyWrpyIeRfmYfsXJ1E2LwfJqcpYD8vr4/8cw3tvHIbT6e4j8MaG/dj6+Qnc+/MlyMod+qDn7AtyMHN2Jrb/9xQmTkpBTh4FVgdLl6TA//5oIVauLkHd6Q4svriQsvmjpFarodNF1xOCEELIyIiXMkKEEEII6TXU5XlGoqRNXNWtjzIpfTyXromrx42ERI8ICUksEWLl6kmxHsawkMlEuOTKybEeRpDD+896g/weLc1GNNbrhyXQDwBCkQDLLy0eln2PZ/mFiWOiaTMhhBBCCCGEkPHFt6SNvscBs80FlWxoE9jioW69yerEgboupKilOFDXFVF2uqd0TajmxyOJ4zh0WJzgOA5smBLCwyEeHjfSN0o1JYQQQgghhBBCCCFkmPA8D2OPY1TUNPdkbet7HFFlbUd7jrGuWz+Q/gahSteMNI7jsO7F3Xh0qx7rXtwNjuP632gIxfpxI32jjH5CCCGEEEIIIYQQQoZBpFngPM/D4uDA83xMg6gDydqOl0z3aAzkPOOhdE2LwYq6NjPEAqCuzYwWgxXpCfIRHweJTxToJyRO/M935+D1l8tRdawFACAWC3DJVZMxa05WjEdGCCGEEEIIIYSQgYikgaknUL6z0oAD+uqYB8rddegdUEgEEY1jvDRpjYfSNakaKfKSFahpMaIgVYFUjXTEx0DiFwX6CYkTuQU6PPS7ldi/ux5HDzbhiuunITFZEethEUIIIYQQQgghZIAiyQI3WZ0or+mAQgSU13TENFDuKQ1T12ZGXrICG+6a328d+HjIdI/WQO9CGOrmx9FiWRYb7pqP/+7ah4sXzhnRGv0k/sX/Xx4h40zZ/ByUzc+J9TAIIYQQQgghhBAySJFkgSskArAsg5o2FwpSGSgkghiM1M1TGkYmYiMuDRMPme7R8kyuaOXimE+uRItlWSTKhRTkJ0HoGUEIIYQQQgghhBBCyDDpr4Gp2eYCzwMFOiF43v1zrHhKw/Q4OOQlR14aZrQ1afVMrhxp0INlYzu5MprFU6PpeBhDrFFGPyGEEEIIIYQQQgghMeIpfbOzshEXToxt6RtPaZgWgxWpGumgs8bd9f4HnunfX5Pige7fM7kyI1sLfY8DZpsLKhnlQ0cjnpow8zyPjTtqMCcxJoePGxToJ4QQQgghhBBCCCEkRjylb0q1RiyaF9tGvIA72N9fuZ5IDDYQ3F+T4sHsfzT2FYg38dSE2WR14kh9F+Ykju/mxPQsJoQQEjc0Gk2sh0AIIYQQQgghI45hGMhFbMyD/ENpsIFgz/ZqCRNy+8HsfzT2FYg38TRZIhez6DLbAVCgPy41Nzfj8ccfx65du8DzPBYsWICHH34YGRkZfW539OhRbNq0Cfv27UNzczMSEhJQVlaGH/3oR8jOzh6h0RNCCBkI+nBFCCGEEEIIIWPDYAPBfiWNJgdvP9j9e/oKkIGJp8mS1m4behxczI4fL+Iy0N/T04M1a9ZALBbjiSeeAAD85S9/we23344PP/wQcnn424c+/fRTnDx5ErfddhsmTpyIlpYWvPDCC7j++uvx/vvvIz09faROgxBCCCGEEEIIIYSQcWmwgeD+ShrFU6B5vIqXyZJUjRRZCbJYDyPm4jLQv2nTJjQ0NODzzz9Hbm4uAKC4uBirVq3CW2+9hXXr1oXd9nvf+x50Op3fstLSUixfvhybNm3CfffdN6xjJ4QQQggBAJfLhT/+8Y947733YLPZsGjRIvz2t78N+pwCANu3b8dLL72E6upqcByHiRMn4ic/+Qlmz54dg5ETQgghhBAyNAYbCO6vpFG8BJpJbDEMg8mZagC2qLYba9/Z4rKd9NatWzFjxgxvkB8AsrOzUVpaii+//LLPbUM9EJmZmdDpdGhpaRnysRJCCCGEhPLiiy9i69atePvtt7Fjxw4AwAMPPBByXYPBgNtuuw1ffPEFvv32W6xevRrf+9730NzcPJJDJoQQQgghBBzHobnLAo4b26VQeJ6HsccBnudjPRQySJ5mvNEaa9/Z4jLQf+rUKRQVFQUtLywsxKlTp6Le3+nTp9HR0YEJEyYMxfAIIYQQQvq1adMmfPe730V2djZUKhV+9rOfYefOnWhsbAxa98orr8SKFSugVqshFApx6623QiKR4NixYzEYOSGEEEIIGa84jsO6F3fj5ud2Yd2Lu8dssJ/neTyzuRo/3LgPz2yupmD/KCcVAo2dVgDAuXPn0NjY6Pdfd3d3yO3G2ne2uCzdYzAYoFarg5ZrNJqwD0w4TqcTv/71r6HT6XD99ddHPZZ4erCGmtEoBgDs378/6m0Hss14QNcl2HBfk8E8j2NptI13pIzl19yhQs+d0cFoNKKpqQlTp071LsvJyYFSqUR1dTWysrL63L6qqgp6vR4TJ06M6rj0NxQa/d2ERtclGF2T0Oi6EDI49P4cGr22hBbr69JhcaKmxQixAKhpMeK/u/YhUR778OFQXxeLg8POSgPUEgY7KxtRqjVCLorLfOiwYv1ciSenOmzwTEndeuutaG9v9/v9Pffcg/Xr1/sti9V3tuEU+7/UMIaqgcYjjzyCgwcP4u9//zs0Gk3U20+dOhUSiWRIxhJvVB/VAgDKyvKj2m7//v0oKysbjiGNanRdgo3ENRno8ziW6LkSzGg04sSJE2P6NXco0HMHsNlso+LLsslkAgAolUq/5Wq12vu7cDo6OnDffffhu9/9LvLy8qI6Lv0NBaO/m9DougSjaxIaXZdgo+W9iMQPen8ONlpfW3ieH9bGr/FwXTiOw2sVu1HXZkZBqgIXL5wDlo1tAHw4rgvP8zigr8b+2k5cOFkXstlvPIuH50o8meF04o3D2wAAr7/+OgQCgd/vQyWUx+o723CKy0C/Wq2GwWAIWh4u0z+cp59+Gps2bcIf/vAHLFq0aCiHSAghhBASlkKhAICgD4jd3d1BHyR9tbS04I477sDChQvx05/+dFjHSAghhBBCIucp9bK/thNl+Trcu2p0BYYjxbIsNtw1Hy0GK1I10pgH+YcLwzC4d1XxsE7ckJEjFArx+g8X4Pjx40hLS4tocnUsfmeLy7/WwsJCnDx5Mmj56dOnUVhYGNE+/vrXv+LFF1/EL37xC1x99dVDPEJCCCGEkPDUajUyMjJQUVHhXdbQ0ACTyYTi4uKQ2zQ2NuI73/kOFi9ejF/96lf0ZYMQQgghJI6YrE7sr+1EolKC/bWdMFmdsR7SsGFZFukJ8jEb5Pdw36FBzXjHimifr2PxO1tc/sUuW7YMhw8fRkNDg3dZY2MjDhw4gGXLlvW7/auvvoo///nP+PGPf4zbbrttOIdKCCGEEBLSjTfeiH/84x/eD4tPPfUUFi1aFLLW4+nTp3Hrrbfi8ssvx4MPPhiD0RJCCCGEkL4opUKU5evQYbKhLF8HpTQui2SQCA1V02Ge52HsocmCWON5Hht31ES93Vj7zhaXgf4bb7wRmZmZuPvuu/Hf//4XX375Je6++26kpaXhpptu8q539uxZTJ48Gc8995x32SeffILf//73uPDCCzF//nwcOnTI+9+pU6dicTqEEEIIGYfuuusuLFu2DNdffz0uvPBCcByHp556CgDw4YcfYtasWd51//nPf6KlpQWvvvoqZs2a5f3vww8/jNXwCSGEEEKID4ZhsH5lEZ64eSbWryyKu0xeEp0WgxV1bWbIRCzq2sxoMVij3oennNMPN+7DM5urKdgfQyarE0cb9FFvN9a+s8Xl9KNcLscrr7yCxx9/HA888AB4nscFF1yAhx9+2Fs/CXD/QblcLr8/pJ07d4LneezcuRM7d+702+/cuXPxr3/9a8TOgxBCCCHjl0AgwIMPPhgy2+PKK6/ElVde6f358ccfx+OPPz6SwyOEEEIIIVHgeR7Pbjkx5mv0jxepGinykuSobbcgP0mOVI006n2EKuekkomGYbSkPwqJAAP5cxxr39niMtAPABkZGXj22Wf7XCcrKwvV1dV+y/7whz/gD3/4w3AOjRBCCCGEEEIIIYSMI4MJ6rprwY+epq+jbbwDwTAMZuYmwObkMTM3YUDn6Snn5Jn8oXJOsWO2ucAPrPrSmELPQEIIIYQQQgghhBBC+jDQoK6nvMtouRNgtI13oExWJw6e0SNdK8PBM/oBZeMzDIN7VxWP+UmR0UApFWJqtgZA9CWYxhIK9BNCCCGEEEIIIYQQ0oeBBnVHW3mX0TbegRqqbHyGYcbk9SGjEwX6CSGEEEIIIYQQQgjpx0CCuiNR3mUoS+2Ml3I0nubKLQYrUjVSysYf5TzNeOcmRd9rYSwZm3+thBBCCCGEEEIIIYTE2HCXdxnqUjvjpRwNNVceW+RiFl1mO4DxHehnYz0AQgghhBBCCCGEEELGKs+dAMMRSA5VamewhnO88WI4rlskeJ6HsccBnudH5HjjRWu3DT0O6sZLgX5CCCGEEEIIIYQQQkYhT6mdDpNtTJfaGWpKqRCleQloNVpRmpcwItfNc/fFDzfuwzObqynYP4RSNVJk6WSxHkbM0V8/IYQQQgghhBBCCCGj0HCU2uE4zlu7nmXHeI7wCMbax0uj41hgWRZP3TILlZWVsR5KTFGgnxBCCCGEEEIIIYSQUWogTYLD4TgO617cjbo2M/KSFdhw1/wxGew3WZ04UNeFFLUUB+q6RiToPl4aHcfKWHyeRoueUYQQQgghhBBCCCGEELQYrKhrM0MmYlHXZkaLwYr0BHmshzXkYhF0Hy+NjknsUKCfEEIIIYQQQgghhIxpPM9TgDUCqRop8pIV3oz+VI001kMaFrEKug/l3ReEBKJAPyGEEEIIIYQQQggZszxNUD3Z2/euKqZgfxgsy2LDXfPHRY1+CrqTsWbs/rUSQgghhBBCCCGEkHEvVBNUEh7LskhPkI/pID8hYxH9xRJCCCGEEEIIIYSQMctTj73DZKMmqBHgeR7GHgd4no/1UAghUaBXNkIIIYQQQgghhBAyZlET1MhRmaPhRb0ihg9NTFFGPyGEEEIIIYQQQggZ4zz12Cm42rd4K3PE8zwsDm5MBHE9kyg/3LgPz2yuHhPnFC94nsfGHTWxHkbMUaCfEEIIIYQQQgghhBASV2WOPIHxv3xjGBOB8XibRBlLTFYnjjboYz2MmKPSPYQQQgghhBBCCCGEkLgqc+QJjKsljDcwrpKJYjaewfJMonjKIlGviKGjlAoxNUsDwBrrocQUPaMIIYQQQgghhBBCCCEAesscxZonML6zshEXTh79gfF4mkQhY9Po/gshhBBCCCGEEEIIIYSMOZ7AeKnWiEXzhr4pMDXGHTtMVieONRowN0kS66HEFAX6CSGEEEIIIYQQQgghcYdhGMhF7LAE+Z/ZXO0to3PvqqGfSIiHY44XSqkQ07K1AHpiPZSYoma8hBBCCCGEEEIIIYSQcSMWjXGpGe/wYRgGaxcXxHoYMUeBfkIIIYQQQgghhBBCCAB35rmxxwGe52M9lGGjlAoxK1eLZkMPZuVqR6T+v6fnQIfJRs14hwHdHUGlewghhBBCCCGEEEIIIRg/5WV4nsehM11o6urBoTNd4Hl+2M+TmvGS4UYZ/YQQQgghhBBCCCGEkHFTXqbFYEVduwVyEYu6dgtaDNYROS7DMFDJRBTkJ8OCAv2EEEIIIYQQQgghhJBxU14mVSNFXrICPQ4OeckKpGqksR4SGaSxXGoqUmPzr5UQQgghhBBCCCGEEBKV8VJehmVZbLhrPloMVqRqpGBZyoUezXiex8YdNZiTGOuRxBY9iwkhhBBCCCGEEEIIIeMKy7JIT5BTkH8MMFmdONqgj/UwYo4y+gkhhBBCCCGEEEIIIeOmGS8ZW5RSIaZlawH0xHooMUVTVoQQQgghhBBCCCGEkHHTjJeMLQzDYO3iglgPI+Yo0E8IIYQQQgghhBBCSD94noexxzGmm36Ol2a8ZOyhO0+odA8hhBBCCCGEEEIIIX0aLyVtxkszXjL2jOUJuEhRRj8hhBBCCCGEEEIIIX0YTyVtGIaBSiaiID8ZNXiex8YdNbEeRsxRoJ8QQgghhBBCCCGEkD5QSRtC4pfJ6sTRBn2shxFz9KpECCGEEEIIIYQQQkgfqKQNIfFLKRViWrYWQE+shxJTlNFPCCGEEEIIIYQQQkg/qKQNIfGJYRisXVwQ62HEHAX6CSGEEEIIIYQQQgghhIxaNAFHgX5CCCGEEEIIIYQQQgghoxjP87EeQsxRoJ8QQgghhBBCCCGEEELIqMTzPDbuqIn1MGKOAv2EEEIIIYQQQgghhBAA7qCpscdBGdJk1DBZnTjaoI/1MGJOGOsBEEIIIYQQQgghhBBCYo/neTyzuRr7aztRlq/DvauKqfY5iXtKqRBTMtUAbLEeSkxRRj8hhBBCCCGEEEIIIQQmqxP7azuRqJRgf20nTFZnrIdESL94nkfl2e5YDyPmKNBPCCGEEEIIIYQQQgiBUipEWb4OHSYbyvJ1UEqpGAiJfy0GKxq7emI9jJijv1ZCCCGEEEIIIYQQQggYhsG9q4phsjqhlAqpbA8ZFVI1UmTpZLEeRsxRRj8hhBBCCCGEEEIIIQSAO9ivkokoyE9GDZZl8dQts2I9jJijQD8hhBBCCCGEEEIIIYSQUYtlKcxNV4AQQgghhBBCCCGEEEIIGcUo0E8IIYQQQgghhBBCCCGEjGIU6CeEEEIIIYQQQgghhBBCRjEK9BNCCCGEEEIIIYQQQgghoxgF+gkhhBBCCCGEEEIIIYSMWjzPx3oIMUeBfkIIIYQQQgghhBBCCCGjEs/z2LijJtbDiDkK9BNCCCGEEEIIIYQQQggZlUxWJ4426GM9jJijQD8hhBBCCCGEEEIIIYSQUUkpFWJatjbWw4g5CvQTQgghhBBCCCGEEEIIGZUYhsHaxQWxHkbMUaCfEEIIIYQQQgghhBBCyKjFMEyshxBzcRvob25uxr333ouysjKUlpbinnvuQVNTU0Tb2mw2PPHEE1i0aBGmT5+Om266Cfv27RvmERNCCCGEEEIIIYQQQgghIy8uA/09PT1Ys2YNampq8MQTT+DJJ5/EmTNncPvtt8NisfS7/cMPP4y3334b9957L/7+978jOTkZd955J44fPz4CoyeEEEIIIYQQQgghhBBCRk5cBvo3bdqEhoYGPP/887j44otx8cUX44UXXkBTUxPeeuutPretqqrCxx9/jIceegg33ngjLrjgAvz5z39Geno6/vKXv4zQGRBCCCFkvHO5XHjiiScwf/58zJo1C+vXr0dnZ2fY9Xfs2IHLL78c06dPx+rVq/H111+P4GgJIYQQQgghZHwZa9/Z4jLQv3XrVsyYMQO5ubneZdnZ2SgtLcWXX37Z57ZffvklRCIRLrvsMu8yoVCIyy+/HF9//TXsdvuwjZsQQgghxOPFF1/E1q1b8fbbb2PHjh0AgAceeCDkug0NDVi/fj3uuusulJeX46677sI999yDxsbGkRwyIYQQQgghhIwbY+07mzDWAwjl1KlTWL58edDywsJCfP755/1um5mZCZlMFrStw+HAmTNnMHHixH7HwPM8AIzpiYEEmQuAu6dBtAayzXhA1yXYcF+TwTyPY2m0jXe4eV5rx/Jr7lAZ788dz3PE8z4dzzZt2oS7774b2dnZAICf/exnWLFiBRobG5GVleW37nvvvYcpU6bgqquuAgBceeWVePPNN/H+++/jnnvu6fdY4+Fzy2CM97+bcOi6BKNrEhpdF3+j6b2IxBa9P/eNXltCo+sSGl2XYHRN/Hlea5ubmyEU+oe81Wo11Gp10DYj+Z1tJMRloN9gMIS8+BqNBt3d3f1uq9FogpZrtVrv7yPhcDgAACdOnIho/dHolxe7/z12LLJr4uvYsWNDPJqxga5LsOG+JoN5HscSPVdCG8uvuUOFnjtuDocDUqk01sMIy2g0oqmpCVOnTvUuy8nJgVKpRHV1ddCHxqqqKkyZMsVv2eTJk1FVVRXR8cbD55bBoL+b0Oi6BKNrEhpdl9Di/b2IxB69P/eNXltCo+sSGl2XYHRNQlu/fn3Q6+4999yD9evX+y0b6e9sIyEuA/0AwDDMgLbjeT7kttFmWygUChQVFUEkEg14LIQQQiLjcrlgNBqhUqkgEAhiPRwSx3ieh8PhgEKhiPVQ+mQymQAASqXSb7larfb+zpfZbIZKpQpa99SpUxEdjz63EELIyBkt70Uk9uj9mRBCRg7P89Dr9Xj++efBsv7V6kMllI/0d7aREJeBfrVaHTLzPlymvy+NRoOmpqaQ23p+HwmWZYMePEIIIcNHLpfHeghklBgN2ZOe4E/gB8Tu7u6gD5Ke9Y1GY0TrhkKfWwghZGSNhvciEnv0/kwIISMrLS0t4nVH+jvbSIjLZryFhYU4efJk0PLTp0+jsLCw323Pnj2Lnp6eoG1FIpFfg19CCCGEkOGgVquRkZGBiooK77KGhgaYTCYUFxcHrV9SUoLKykq/ZcePH0dJScmwj5UQQgghhBBCxpux+J0tLgP9y/5/e3ceFlW9xgH8i4Iaa+F11ySDARdkXHHBUhEzNPeVXCq9FrgQeXPBtKtWSlqapSFumRflmom4R+YGigsuGYgUGsKIYg7JICoMw+/+4cO5jjMu4zAzMHw/z8PzzPzmd4b3vM/MeeGdM7/Tsyd+/fVXZGdnS2MKhQJnzpxBz549H7utv78/1Gq11kV7S0pKsGfPHvj5+aFGjRomi5uIiIiozPDhw7F69Wrpj8XFixfDz89PZ61HABg4cCBSUlKwa9cuqNVq7Nq1C6mpqRg4cKD5AyciIiIiIqoCrO1/Nhth6OL1ZnDnzh0MGDAAtWrVQmhoKGxsbPDVV1+hsLAQO3bskL5acfXqVQQEBCAkJETr6sZhYWFITEzE9OnT0bhxY2zevBkHDx5ETEyMzkUTiIiIiExBo9FgyZIl2LZtG4qLi9G1a1fMnz8frq6u2LFjBz7++GOcPXtWmn/kyBFEREQgOzsbTZo0waxZs+Dn52fBPSAiIiIiIrJe1vY/W4Vs9ANATk4OFi5ciKNHj0IIgc6dOyM8PFzrExWFQgF/f3+dKyffu3cPS5cuxa5du6BSqeDl5YV//etf8PX1tcSuEBERERERERERERGZTIVt9BMRERERERERERER0ZNVyDX6iYiIiIiIiIiIiIjo6bDRT0RERERERERERERUiVW5Rv+1a9cwdepUtGvXDm3btsXkyZORk5PzVNsWFRUhIiICfn5+aN26NUaMGIFTp06ZOGLzeNa8/Pbbb5gzZw769OkDHx8fdO/eHdOmTUN2drYZojY9Y14vD1q1ahU8PT0xatQoE0Rpfsbm5dKlS5g6dSp8fX3RunVrvPbaa9iwYYMJIzY9Y3KSk5ODGTNmoHv37vDx8cFrr72GpUuX4s6dOyaO2vSuX7+OBQsWYMSIEfDx8YGnpycUCoX0+OPyZs3H3H379mHKlCno0aOH9B744osvcPv2ba15+fn5mD17Nnx9fSGXy/HWW28hPT1d5/msOVdERERERERE9GRVqtF/9+5djBs3DpcvX0ZERAQ+//xzXLlyBWPHjn2qhlp4eDh++OEHTJ06FatWrUKdOnUwfvx4pKWlmSF60zEmL3v27MEff/yBMWPGYPXq1Zg2bRouXLiAoUOH4tq1a2baA9Mw9vVSJjs7G5GRkahdu7YJozUfY/Py22+/YdiwYSguLsann36KqKgovPPOOygtLTVD9KZhTE7u3LmDt99+G6dOnUJoaChWrVqFoUOHYv369QgPDzfTHpjOlStXsHfvXjg7O6N9+/Zajz0pb9Z6zAWAdevWoVq1aggLC8OaNWswatQobN68Weu9IIRAcHAwEhISMGfOHCxfvhwlJSUYO3Ysrl+/rvV81pwr+j+NRoOIiAh06tQJbdq0wZQpU5CXl/fI+UeOHEHfvn3RunVr9OvXD4mJiWaM1jwMycnhw4cxduxY+Pr6okOHDggKCkJycrKZIzYPQ18rZTZt2gRPT0+sXLnSDFGan6F5USqVmDFjBnx9fdG2bVsMGDAAubm5ZozYPAzNy9q1a9GrVy+0adMGvXv3RnR0tBmjNY/du3cjKCgIbdu2RYsWLZ44vyocb+nRWJ/1Y43WxfqsH+uzfqzPulifn4KoQr777jvh5eUlMjMzpbGsrCzRvHlzsW7dusdum5aWJmQymdi6das0plarRe/evcW7775rspjNwZi8KJVKnTGFQiE8PT3FsmXLyj1WczImLw965513xJw5c8To0aPFyJEjTRGqWRmTF41GIwIDA0VISIipwzQrY3KSkJAgZDKZSEhI0BpfvHixaN68ubhz545JYjYXjUYj3d6yZYuQyWQiOztbCPH4vC1atMhqj7lC6D92xsbGCplMJo4dOyaEEOLnn38WMplMJCUlSXNUKpXo0KGDWLBggTRmzfWJtK1cuVL07t1bZGVlCZVKJSZPnizGjx+vd25WVpZo3bq12L59uygqKhJxcXHCx8dHev9ZC0NyEhcXJ+Lj40V+fr5Qq9UiOjpayOVykZOTY+aoTc+QvJRRKBSiV69eol+/fmLFihVmitS8DMnLvXv3RL9+/cTs2bOFUqkUGo1G/P7776KgoMDMUZueIXnZv3+/8PHxEWfPnhVCCHHmzBnh4+MjEhMTzRix6R05ckTs3LlT/PDDD6J58+aPnVtVjrf0aKzP+rFG62J91o/1WT/WZ12sz09Wpc7oP3DgAHx8fNC0aVNprEmTJmjbti1++eWXx277yy+/wM7ODoGBgdKYra0t+vbti8TERBQXF5ssblMzJi+urq46Y40aNYKrq2ul/0TVmLyU2blzJ1JTU/HBBx+YKkyzMyYvJ06cQEZGBt5++21Th2lWxuRErVYDABwdHbXGnZ2dUVpaCiFE+QdsRtWqPbrMPC5v+/bts9pjLqD/2Ont7Q0A0rHzwIEDqFu3Ljp16iTNcXJyQo8ePbReV9Zcn0jbli1bMGHCBDRp0gROTk748MMPkZCQoLUcVpnY2Fi0bNkSAwYMQI0aNdC/f3+0aNEC27dvN3/gJmRITvr374+AgAA4OzvD1tYWQUFBqFmzJlJSUiwQuWkZkpcys2fPRlhYGJ5//nnzBWpmhr6HVCoVPv74Y7i6uqJatWrw8PDQqdfWwJC8ZGVlwcvLC3K5HADQpk0beHp64uLFi2aO2rS6deuGfv36oUmTJk+cW1WOt/RorM/6sUbrYn3Wj/VZP9ZnXazPT1alGv0ZGRmQyWQ64+7u7sjIyHjito0aNcJzzz2ns61arcaVK1fKNVZzMiYv+ly6dAlKpRIvv/xyeYRnMcbmJT8/HwsXLsSHH35oVUXZmLycPn0awP31xIcPH46WLVuic+fO+OSTT3Dv3j2TxGsOxuSkS5cucHNzw5IlS5CRkYHCwkIkJSXh+++/x8iRI2Fvb2+qsC3ucXm7efOm1R5zH+XkyZMAIB07H5efnJwcFBYWSvOqWq6qooKCAuTk5KBVq1bS2IsvvghHR0e91224ePEiWrZsqTXWokULq/pj39CcPOzixYu4desWPDw8TBmm2T1LXmJiYlCrVi2tDwytjaF5OXHiBNzd3TF37lz4+vqiT58+WL9+vTlDNgtD8xIYGIjbt2/j9OnTKC0tRXJyMjIzM9GtWzdzhl2hVIXjLT0a67N+rNG6WJ/1Y33Wj/XZeFXlePswW0sHYE75+flwdnbWGXdxcYFKpXriti4uLjrjZQ3c/Pz8conREozJy8NKSkqkT1aHDh1aXiFahLF5+fzzz+Hm5obBgwebIjyLMSYvN27cAACEhYXhzTffxLRp05CSkoLly5fj2rVrWLFihUliNjVjclKzZk1s2rQJU6ZMQd++faXxYcOGYe7cueUea0XyuLwVFxdb7TFXn9zcXCxfvhxdunSRzuzPz89Ho0aNdOaW5UClUsHBwcGq6xP9X9mFmvV9++fhizgDQGFhIZycnHTmPssH+BWVoTl5kFKpRGhoKCZMmAA3NzdThWgRhuYlJycH3377LbZs2WKW+CzF0Lz8/fffSEpKQnh4OObNm4f09HRMmDABtWvXRv/+/c0SszkYmpfatWvjtddew7hx46RryoSHh+v9YLqqqArHW3o01mf9WKN1sT7rx/qsH+uz8arK8fZhVarRDwA2NjbPtJ0QQu+2lX1ZjTLPmpeHzZ8/H2fPnsWqVav0Np4qm2fNS3JyMuLi4rBt27Zyy21FYsz7CLj/1czQ0FAAgK+vLzQaDb744gtkZGTA3d293OI0p2fNSVFREd5//30olUp8/vnnaNiwIc6fP48VK1agevXqmDdvXjlHWrE8Lm/WfMx9UGFhIYKDg1G9enUsXLhQGn/aumPt9Ynuc3BwAACdP+xVKpXeryo7ODigoKDgqeZWVobmpExubi7eeecddO3aFdOmTTNpjJZgaF4++ugjBAcHo169emaJz1Ke5T1Ur149jBs3DsD95dX69++PX375xaoaCYbmZeXKldi9eze2b9+Ol19+GRkZGQgODkbNmjUxbNgws8Rc0VSF4y09GuuzfqzRulif9WN91o/12XhV5Xj7sCq1dI+zs7PeMxsfdVbpg1xcXHDr1i2925Y9XlkZk5cHffHFF9iyZQs+/fRT+Pn5lWeIFmFMXubOnYshQ4agfv36UKlUUKlUKCkpQWlpKVQqVaVeM9uYvJSdYdylSxet8bLXS1paWvkEaWbG5GTr1q04efIkVq9ejQEDBqBDhw4YP348Zs6ciZiYGKv+Wtnj8mZnZ2e1x9wHFRUVITg4GAqFAmvXrkX9+vWlx1xcXB6ZHwDSa8ua6xP9n7OzMxo2bIjU1FRpLDs7G7dv34anp6fOfC8vL1y4cEFrLC0tDV5eXiaP1VwMzQkAKBQKvPnmm3jllVcwd+5cq/ww3tC8HD16FEuXLoWvry98fX1x5swZREVFISgoyJxhm5yheWnevLne14e1vWYMzUtqaip69eoFd3d32NjYwMPDA7169cKhQ4fMGHXFUhWOt/RorM/6sUbrYn3Wj/VZP9Zn41WV4+3DqlSj393dHX/88YfO+KVLl554FrG7uzuuXr2Ku3fv6mxrZ2endTHJysaYvJT59ttvERUVhdmzZ2PgwIHlHKFlGJOXS5cuISYmBh06dJB+zpw5g3PnzqFDhw7YtGmTqcI2OWPfR4BuES478/hxF26tyIzJSXp6OlxcXPDiiy9qjbdu3Vp6Dmv1uLzVqVPHao+5ZdRqNaZMmYLffvsNUVFROn+wPS4/DRs2lM7ysOb6RNqGDx+O1atXS3/kL168GH5+fmjcuLHO3IEDByIlJQW7du2CWq3Grl27kJqaajU1uowhObl06RKCgoLQt29fzJgxwwLRmo8heTl8+DDi4uKkn1atWiEoKAjLly+3QOSmZUheBg0ahFu3biE6OhoajQYXL17Ezp070bt3bwtEblqG5KVt27bYv38/MjMzAdx/X+3fvx8tWrQwc9SmpdFoUFRUBLVaDeD+B/NFRUV6vy1XVY639Gisz/qxRutifdaP9Vk/1mddrM9PQVQh69evF82bNxdZWVnSWHZ2tmjRooVYu3btY7e9cOGCkMlkYtu2bdKYWq0Wffr0Ee+++67JYjYHY/IihBAbNmwQMplMfPvtt6YM0+yMycvx48d1fvr37y/69esnjh8/Lq5du2bq8E3GmLzk5eWJVq1aiXnz5mmNR0ZGCplMJjIzM00Ss6kZk5Ply5fr3feYmBghk8nEqVOnTBKzJWzZskXIZDKRnZ0thHh83j777DOrPeYKIYRGoxFTp04VrVq1EseOHdM75+effxYymUycOHFCGisoKBAdO3YU8+fPl8asuT6RtpKSErFo0SLRsWNHIZfLxaRJk4RSqRRCCBEXFyfkcrnW/MOHD4vAwEDh7e0tAgMDRUJCgiXCNilDcjJz5kwhk8mEXC7X+omLi7NU+CZj6GvlQaNHjxYrVqwwV6hmZWhejh8/LgYMGCB8fHxEQECA+M9//mOJsE3OkLyo1WqxePFi0aNHDyGXy8Wrr74qFi5cKIqLiy0Vvkn8+OOPQiaT6fxkZ2dX2eMtPRrrs36s0bpYn/VjfdaP9VkX6/OT2QhRdRbxvXPnDgYMGIBatWohNDQUNjY2+Oqrr1BYWIgdO3ZIZ0devXoVAQEBCAkJweTJk6Xtw8LCkJiYiOnTp6Nx48bYvHkzDh48iJiYGJ0rOVcmxuRl9+7dmDZtGvz8/LRyBdy/aEhlXW8dMP718rAxY8agpKQEmzdvNtcumISxefnmm2+wcuVKTJgwAZ06dUJKSgq++eYbBAYGYtGiRZbaLaMYkxOFQoH+/fujTp06eO+999CgQQOkpKRg5cqVcHNzw9atWyvtNx3K7Nu3DwCQlJSEmJgY6YLd9vb2WLBgAapXr44rV67g9ddfR0ZGhpS3jz76yCqPuQDw8ccfIyYmBu+99x569Oih9Vj9+vVRv359lJaWIigoCNeuXcP06dPh7OyMqKgopKenIy4uDg0aNJC2sdb6RERERERERERPp0pdjNfe3h4bNmzAwoULMX36dAgh0LlzZ4SHh0uNOOD+MiIajUbnqx8LFy7E0qVLsWzZMqhUKnh5eWHNmjWVvoliTF4SEhIghEBCQgISEhK0nrdjx47YuHGj2fajvBn7erFWxuZl0qRJcHBwwKZNm7Bu3TrUqVMH48ePR0hIiLl3pdwYk5PGjRtjy5Yt+Prrr7Fs2TL8/fffaNCgAUaMGIH33nuv0jf5AUgXXi5TdoHhjh07YsOGDZg7dy7+/PNPxMfH45VXXpHyZq3HXADS8TIyMhKRkZFaj02ePBlTpkxBtWrVEBkZiYiICMybNw9FRUWQy+X4/vvvtZr8gPXWJyIiIiIiIiJ6OlXqjH4iIiIiIiIiIiIiImtT+U8VJSIiIiIiIiIiIiKqwtjoJyIiIiIiIiIiIiKqxNjoJyIiIiIiIiIiIiKqxNjoJyIiIiIiIiIiIiKqxNjoJyIiIiIiIiIiIiKqxGwtHQAREREREVmPMWPG4OzZs7Czs9Maj4mJgaenp4WiIiIiqtpYn4msHxv9RERE5UShUMDf31+6n56ebsFoiIgsJyQkBCEhIZYOg4iIiB7A+kxk3djoJyIiAqBUKtG1a1fUq1cPhw8fBgAMGzYM58+fx969e9GsWTMLR2g6+/fvR1paGgCgY8eO8PX1tXBERERERERERGQINvqJKoht27Zh1qxZj53TsWNHbNy40UwREVUtCQkJEEKgW7duAIC8vDykpKSgUaNGVt3kB+43+mNjYwEAkydPZqOfiIiIiIiIqJJho5+IiAhAYmIiAEiN/sTERJSWlkr3K4vCwkI4ODhYOgwiquIiIyOxbt06rbHk5GQLRUNEREQA6zORtbMRQghLB0FEumf0R0dH68xxcnLiRXKIytGYMWNw8uTJp5rbqFEjHDhw4LFzHl6jPzk5GcuWLcNPP/2E/Px8eHh4YNKkSVpzHnzvP/ytnZkzZ2qdaT9lyhQAwNdff41vvvkGADBo0CD07dsXK1aswMWLF9G0aVPExcUhNzcXK1aswNGjR5Gbm4tq1arhhRdeQLNmzdCmTRtMnToVJ06cwNixYx+5P2XxFBcXIyoqCvHx8cjKykJJSQlcXFzQuHFjeHt7491330WdOnWeKo9EZP3GjBmDzp07P3ENYI1Gg+rVq5spKiIioqrtaeszAJSWlqJatWpmiIqIyhPP6CeqoNq3b2/pEIjISGPHjsWFCxek+6mpqZg0aRIWL16MN954o1x+R3JyMuLi4lBaWiqNqdVqjB49GllZWVpzr1+/juvXryM5ORlTp0596t8xZ84cbN++XWvs5s2buHnzJs6dO4d+/fqx0U9ET0WhUCA0NBTu7u7QaDSYM2cOQkNDodFoUFxcjM8++wzx8fF46aWX0KdPH7zyyisIDw9Hnz590L9/f8TFxcHGxsbSu0FERGR1Bg8ejM6dOyM1NRWLFi1CfHw8Dh06BKVSiVdffRWvv/46Nm3ahAULFuDf//437t27h0WLFmHu3LkYNGgQ2rRpY+ldIKry2OgnIqIq66OPPkJBQQGOHj2KlStXokePHpgwYQIKCwsxceJEuLq64uuvvwYA1KxZ0+Dnv3nzJhYtWgQnJydERUXh119/hRAC8+fPh7+/P+zt7Y3eh+zsbLi7u2PixImoXbs2rl27hosXL0pNfk9PT0ydOhX29va4ceMGUlNTkZSUBABo0aIFoqOjsWrVKhw5cgTA/T/whwwZAuD+t4gAID4+XrofHh6Ohg0bIi8vD5cvX8ahQ4d4tg8RGeTq1avYsGEDHB0doVarERUVhRo1aiAhIQFr1qzB8OHDsX37dnh4eMDb2xtJSUnw8PDASy+9xCY/ERGRCajVamRnZyMiIgIffvghAGDIkCEYO3YsSktLMXDgQIwYMQK3b99GXl4ebt++jbt37+LWrVtQKBRs8hNVEGz0E1VQ+pbomTVrFt566y3zB0NkpcreZ/v27QMA+Pv7o3379lLTu3379kZ9u+aTTz7Bq6++CgBo3bo1evbsCbVaDZVKhaNHjyIgIMDIPQCee+45bNiwAf/4xz+ksczMTOm2q6sr3Nzc0LRpU9jZ2WHgwIHSY05OTmjfvj22bt0qjTVs2FBnnx0dHXHnzh0899xzcHNzg5eXl/QhxeTJk43eByKyPitXrsTq1au1xr788kt4eHjAw8MDjo6OAICCggLMnz8fN2/eRHFxMRwcHODt7Y0FCxbg+PHjGDp0KKKjo3H8+HF07tzZErtCRERkNR5Vn+vXr48uXbrAw8MDAKBSqbBkyRL8+eefAAAbGxu4uLjg9u3b2LhxI0aPHo3IyEhs2bIFQUFBZt8PItKPjX4iIqqS0tPTUVBQAADSGe52dnZITk7G3r17AdxvkicnJ6NmzZrw9vY2+He0a9dOul23bl00adIEly9fBqDdjDdG27ZttZr8ANC0aVN06dIFx44dQ1JSEvr27Yvq1aujSZMmaNOmDUaOHAm5XP7Uv2PkyJFYvnw5bty4gVGjRgEA6tWrh5YtW+KNN95AYGBguewLEVmHB6818jCFQqG1Lv+OHTvQokULTJw4EYcPH8b69etha2uLunXrYufOnVizZg0OHjyI7du3Y8mSJeYIn4iIyCo9rj5v3bpV66z8yMhIeHt7Y/78+di7dy8OHToEBwcH5OXl4ffff0doaCjUajWSkpLwz3/+0xzhE9FTYKOfqILSdzHeJk2aWCASIuv0ySef6FyId8aMGVr3Y2JiEBMT81QX4n1WDy5DUVJSovVYXl7eE7fXtza+jY0NIiMjERsbi8TERGRkZEChUCAzMxOZmZnYtWsXNm/e/NQfXkyaNAnNmzdHfHw80tPTkZmZidzcXOTm5uLAgQP466+/MG7cuKd6LiKiB3Xt2hXTpk3DqVOn4O7uLo136tQJ+/btg6OjIzp16oSEhAQ0bdrUgpESERFZr7S0NLz++uvS/Xbt2mHx4sU4duwYqlWrBrlcDhsbGygUCulivkqlEqNGjeKyekQVCBv9RBWUocuFlF2Ik2tlE1Ucp0+flpbu+euvv5CdnS09VtawcnZ2lsZyc3Ol2yqVCqdPn37i79D3h7UQAjVr1sTIkSMxcuRIAPfX3YyIiMDGjRuhVqvx008/SY3+B5/jwYv6Pvh8PXv2RM+ePaX7+/btw/vvvw8A2L17Nxv9RPRUGjdujO+++0667+HhgR07dujMe+utt6TlCgMDA/nNISIiIhOaM2eO1n1/f3/4+/vrzDtx4oR0e/v27aYOi4gMxEY/USVVtrb4Bx98gF27duHSpUuIj4/HihUrcPz4cSiVSgDASy+9hIkTJ6Jv374AgA0bNuCzzz5Djx49EBkZiXPnzmHEiBFwc3PDTz/9hPz8fPj6+gIAjh07BldXV8vsIJGJlX11dc2aNVi8eDGCg4Px/vvv49KlSwgMDIRcLsd///tfo37H3LlzERYWBkdHR6xZswZqtRrA/eZ+165dAQBubm7S/KtXr2LmzJlo1aoVtm7ditu3bz/T77158yZGjRqF3r17QyaToW7durh79y5SUlKkOUVFRdLt559/Xrp9+PBhtGvXDrVq1UKjRo3QoEEDjBo1Cs2aNUObNm1Qt25d2NraIiEhQe9zEREREREREZH5sdFPVEElJyfrjNna2uqsq71s2TIEBATA09MTNWrUkK547+LiIi2rMX36dHh6esLd3R2dOnUCAJw5cwZCCJw6dQrA/fXC//rrL5w/fx5CCHh5ebHJT1VCWcO6W7duACBdiLfsvjHs7e11lgOysbHB7Nmz4eDgAAB4+eWX0bVrVxw9ehQAEBsbi9jYWNjZ2cHNze2Z1/LPzs7G2rVr9T5ma2uLN954Q7rftWtXrFu3DgCQmpqK8ePHAwBCQ0MREhKCW7du4ccff8SPP/6o9/kGDRr0TDESERERERERUflgo5+ognrzzTd1xpycnHQ+AJgwYQKmTZsm3V+2bBni4+Nx/fp12NrawsXFBbdu3cLJkyfh7u4OmUyG2rVrQ6lU4o8//kBycjKaNWuGy5cv49SpUzh//jwASB8IEFmzO3fu4PTp03BycpI+RCvPRn90dDS+/PJLHDhwAAUFBfDw8EBwcDACAgK05kVERODTTz9FQkICNBoN5HI5wsLCsHnz5mdq9Ds7OyM0NBSnT5/G5cuXkZeXh5KSEri6ukIul2P8+PFo3bq1NN/Pzw+zZs1CdHQ0rl69Co1Go/V8ZRfJTEtLg1KpxN27d+Hk5ASZTIahQ4diwIABz5QfIiIiIiIiIiofNkIIYekgiAjYtm0bZs2a9dg5Dzb6y5buWbNmjdSQzMrKwpAhQ6BSqXS2nTJlCiZPngwACAsLw549ezBnzhx89dVXGDduHLZt24bu3bvj3LlzSE1NxapVq9C9e/dy3EMiIiIiIiIiIiIyBZ7RT1RBDB48GIMHDzZ4uxo1aki3Dx48CJVKhbp16yI2NhYvvPACAgICcPXqVTz4mV6nTp2wZ88ebN68GSqVCu3bt4dCocCRI0eQk5MDW1tbgy8GTERERERERERERJbBRj+RFalTpw4AQKlUYuHChbh27Rpu3LihM69sWZ6MjAzY2dlBLpdDoVAgNjYWACCXy+Ho6Gi+wImIiIiIiIiIiOiZVbN0AERUfvr06YOgoCDY29sjMTER3bp1g0wm05nXtGlTNGzYEADQqlUr1KpVCx07dpQe5/r8RERERERERERElQfX6CciIiIiIiIiIiIiqsR4Rj8RERERERERERERUSXGRj8RERERERERERERUSXGRj8RERERERERERERUSXGRj8RERERERERERERUSXGRj8RERERERERERERUSXGRj8RERERERERERERUSXGRj8RERERERERERERUSXGRj8RERERERERERERUSX2P8To2Gt/+NSxAAAAAElFTkSuQmCC\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "data = d_fret\n", "spdata = spdata_fret\n", "mpdata = mpdata_fret\n", "\n", "# Non data settings\n", "state_names = state_names_fret\n", "fname = filename.split('.hdf5')[0]\n", "plot_sel = 'DCBS'\n", "fplot_sel = 'DCBS'\n", "burst_marker_size = 5\n", "plot_t = plot_title\n", "# End of function-like inputs\n", "#########################################################################\n", " \n", "# set up the figures subplots\n", "fig1 = plt.figure(figsize=(25,15))\n", "gs1 = gridspec.GridSpec(nrows=12,ncols=20,figure=fig1)\n", "plt.subplots_adjust(hspace=0, wspace=0)\n", "ax1 = []\n", "ax1.append(fig1.add_subplot(gs1[0:5,0:5])) # BVA plot ax1[0]\n", "ax1.append(fig1.add_subplot(gs1[5:7,0:5],sharex=ax1[0])) # 1D FRET histogram ax1[1]\n", "ax1.append(fig1.add_subplot(gs1[7:12,0:5],sharex=ax1[0])) # ES hexbin plot ax1[2]\n", "ax1.append(fig1.add_subplot(gs1[7:12:,5:7],sharey=ax1[2])) # S histogram ax1[3]\n", "ax1.append(fig1.add_subplot(gs1[0:2,6:11])) # 1pH2MM BIC' ax1[4]\n", "ax1.append(fig1.add_subplot(gs1[3:5,6:11])) # 2pH2MM BIC' ax1[5]\n", "ax1.append(fig1.add_subplot(gs1[0:6,12:20])) # E photon path ax1[6]\n", "ax1.append(fig1.add_subplot(gs1[7:12,8:13], sharey=ax1[2], sharex=ax1[2])) # Burst based E-S viterbi calssification ax1[7]\n", "ax1.append(fig1.add_subplot(gs1[7:12,15:20],sharey=ax1[7],sharex=ax1[7])) # Dwell based E-S viterbi classification ax1[8]\n", "\n", "# plotting the BVA plot\n", "E_fret, std_fret = BVA(data, n)\n", "E_fret_bin, std_fret_bin = bin_bva(E_fret, std_fret, R, B_Thr)\n", "E_fret, std_fret = np.concatenate(E_fret), np.concatenate(std_fret)\n", "im = sns.kdeplot(x=E_fret, y=std_fret,shade=True, cmap='Spectral_r', n_levels=plot_levels, \n", " thresh=0.05, gridsize=100, ax=ax1[0])\n", "ax1[0].scatter(E_fret_bin, std_fret_bin, marker='^',s=140,color='white',edgecolors='k',alpha=1)\n", "ax1[0].set_ylim([0,0.4])\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "ax1[0].plot(x_T,y_T, lw=3, color='k', ls='--')\n", "ax1[0].set_ylabel('$\\mathbf{\\sigma_{E}^{*}}$',fontsize=18)\n", "\n", "# plotting the E and S histograms that surround the ES hexbin plot\n", "frb.dplot(data, frb.hist_fret, ax=ax1[1], pdf=False, weights=None, verbose=True)\n", "frb.dplot(data, frb.hist_burst_data, data_name='S', ax=ax1[3], vertical=True)\n", "frb.dplot(data, frb.hexbin_alex, ax=ax1[2])\n", "bhm.scatter_ES(mpdata.models, color='r',marker='o', s=100, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='loglik')\n", "bhm.axline_E(spdata.models, ax=ax1[1])\n", "bhm.axline_E(spdata.models, ax=ax1[2])\n", "\n", "# set limits and labels on first column \n", "ax1[0].set_yticks(np.arange(0.1,0.5,0.1))\n", "ax1[1].set_ylabel('# Bursts',fontsize=18,fontweight='bold')\n", "ax1[2].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18,)\n", "ax1[2].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[2].set_yticks([0,0.2,0.4,0.6,0.8])\n", "ax1[0].set_xlim([0,1])\n", "ax1[0].set_title(plot_title,fontsize=18,fontweight='bold')\n", "ax1[0].tick_params(labelsize=16)\n", "ax1[1].tick_params(labelsize=16)\n", "ax1[2].tick_params(labelsize=16)\n", "ax1[3].tick_params(labelsize=16)\n", "ax1[2].set_ylim([0,1])\n", "ax1[0].text(-0.15,1.05,'a',fontsize=18,fontweight='bold',transform=ax1[0].transAxes)\n", "ax1[1].set_title(' ')\n", "ax1[2].set_title(' ')\n", "ax1[2].text(-0.15,1.0,'b',fontsize=18,fontweight='bold',transform=ax1[2].transAxes)\n", "ax1[3].set_title(' ')\n", "ax1[3].set_ylabel(' ')\n", "ax1[3].set_xlabel('# bursts',fontsize=18,fontweight='bold')\n", "plt.setp(ax1[3].get_yticklabels(), visible=False)\n", "\n", "# ICL plots\n", "bhm.ICL_plot(spdata.models, highlight_ideal=True, ax=ax1[4])\n", "bhm.ICL_plot(mpdata.models, highlight_ideal=True, ax=ax1[5])\n", "ax1[4].grid(axis='x')\n", "ax1[4].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[4].tick_params(labelsize=16)\n", "ax1[4].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[4].annotate('1 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[4].set_title(\"sp vs mp H$^2$MM\",fontsize=18,fontweight='bold')\n", "ax1[4].text(-0.15,1.1,'c',fontsize=18,fontweight='bold',transform=ax1[4].transAxes)\n", "# ax1[4].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "ax1[5].grid(axis='x')\n", "ax1[5].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[5].tick_params(labelsize=16)\n", "ax1[5].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[5].annotate('2 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "# ax1[5].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "# ax1[5].set_xlabel(\"Number of States\",fontsize=18,fontweight='bold')\n", "\n", "# # plot photon path\n", "bhm.plot_burstjoin(mpdata.models[mpdata.models.ideal], 'transitions', ax=ax1[6], \n", " state_color=clr[:4], path_kwargs={'linewidth':5, 'alpha':0.5})\n", "ax1[6].set_title('Sample Burst Trajectory',fontsize=18,fontweight='bold')\n", "\n", "\n", "# set up names for burst and dwell-based plots\n", "burst_kwargs, order = burst_color_comb(state_names, clr)\n", "\n", "state_kwargs = [burst_kwargs[(2**i)-1] for i in range(len(state_names))]\n", "\n", "collections = bhm.burst_ES_scatter(mpdata, ax=ax1[7], s=burst_marker_size, type_kwargs=burst_kwargs)\n", "bhm.scatter_ES(mpdata, ax=ax1[7], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='bootstrap_std')\n", "# sort labels by number of states\n", "labels = [collections[i].get_label() for i in order]\n", "collections_order = [collections[i] for i in order]\n", "# isolate unique labels\n", "unique = [i for i, label in enumerate(labels) if label not in labels[:i]]\n", "# trim labels down\n", "labels = [labels[i] for i in unique]\n", "handles = [collections_order[i] for i in unique]\n", "\n", "legend = ax1[7].legend(handles, labels, bbox_to_anchor=(1.0,1.0))\n", "for leg in legend.legendHandles:\n", " leg.set_sizes([30.0])\n", "\n", "ax1[7].set_title('Burst Based E-S',fontsize=18,fontweight='bold')\n", "ax1[7].text(-0.15,1.05,'e',fontsize=18, fontweight='bold',transform=ax1[7].transAxes)\n", "# ax1[7].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[7].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "# ax1[7].legend(bbox_to_anchor=(1.0, 1.0))\n", "\n", "bhm.dwell_ES_scatter(mpdata.models, ax=ax1[8], s=burst_marker_size, state_kwargs=state_kwargs)\n", "bhm.scatter_ES(mpdata.models, ax=ax1[8], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='viterbi_std')\n", "bhm.trans_arrow_ES(mpdata.models, ax=ax1[8], arrowprops=dict(linewidth=3))\n", "ax1[8].set_title('Dwell Based E-S',fontsize=18,fontweight='bold')\n", "ax1[8].text(-0.15,1.05,'f',fontsize=18, fontweight='bold',transform=ax1[8].transAxes)\n", "# ax1[8].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[8].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[8].yaxis.set_ticks_position(\"right\")\n", "ax1[8].yaxis.set_label_position(\"right\")\n", "# fig1.savefig('figures/'+fname+fplot_sel+'_summary_type0.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**mpH\\ :sup:`2`\\ MM results for DNA hairpin at 300 mM NaCl, DCBS burst selection.** \n", "a) Burst variance analysis (BVA), the standard deviation of :math:`E_{raw}`\\ values of bursts is displayed versus their :math:`E_{raw}`\\ values. \n", "Bursts with standard deviations higher than expected solely from shot noise (semicircle), are ones that include dynamic heterogeneity, such as within-burst FRET dynamics. \n", "Triangles indicate the average of standard deviation values per :math:`E_{raw}`\\ bin. \n", "b) 2D histogram of :math:`E_{raw}`\\ and :math:`S_{raw}`\\ (E-S plots, colloquially) of bursts. \n", "The :math:`E_{raw}`\\ and :math:`S_{raw}`\\ values of sub-populations derived from mpH\\ :sup:`2`\\ MM are marked by red circles, and the standard deviation (SD) of these values, derived from the *Viterbi* dwell time analysis, are marked by black crosses. \n", "Vertical blue bars indicated :math:`E_{raw}`\\ derived from spH\\ :sup:`2`\\ MM. \n", "c) Comparison of values of the integrated complete likelihood (\\ :math:`ICL`\\ ) of spH\\ :sup:`2`\\ MM (top panel) and mpH\\ :sup:`2`\\ MM (bottom panel) of optimized models with different numbers of states. \n", "The ideal state-model is marked in red. \n", "d) Comparison of values of the modified Bayesian Information Criterion (\\ :math:`BIC'`\\ ) of optimized models with different numbers of states, using spH\\ :sup:`2`\\ MM (top pannel) and mpH\\ :sup:`2`\\ MM (bottom pannel), the model with the fewest number of states with a BIC' less than 0.005 is marked in red. \n", "e) A sample burst trajectory, with photons represented as colored vertical bars, with donor excitation photons colored green or red for donor and acceptor, respectively, and acceptor excitation photons colored purple. \n", ":math:`E_{raw}`\\ (top panel) and :math:`S_{raw}`\\ (bottom panel) of sub-populations determined from dwells using the *Viterbi* algorithm, are overlayed on the photon bars. \n", "e,f) E-S scatter plots of data processed by the *Viterbi* algorithm. \n", "mpH\\ :sup:`2`\\ MM sub-populations and *Viterbi* -derived standard deviations (SD) are overlayed as red circles and black crosses, respectively."]}, {"cell_type": "code", "execution_count": 65, "metadata": {"scrolled": false}, "outputs": [{"data": {"text/plain": ["Text(0.5, 1.0, 'Sample Burst Trajectories')"]}, "execution_count": 65, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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pmjPRoUMHd32nT5/use+8efNo1aoVL7/8MoMGDWLlypXs2LGD8vJyDhw4wCuvvEJOTk6tN8bEheO8BxOV7zAGBwcze/Zs9++Vo1dx7saMGcOYMWNwOp0kJyfzzDPPkJyczPr163E4HJSXlzNt2jQMBgPe3t5069YNrVbrbjy6hkpV5sq3qNzAc21zjXs/UyBYl0Cx8j69evVyl+1S165OV86EyWRi/PjxZGZm8vHHH1cLJip/KJeUlNRanisXxCU2NpZVq1bxww8/sH//fg4cOMDOnTv55ptv+Prrr+nZs2ed6lkfrrtTLh988AHz588HoG3btoSGhnLixAlycnJqfC1dGupa10XVsmtT9TrXxFXv4ODgGhsJPj4+eHt7s3TpUneez5EjR1i5ciU//PADubm53HnnnWdVfyHEha1yzsSRI0cYP348xcXFfPfddzz++OMen0Guz8XTfeZD9c/aSZMm0bFjR9atW8ehQ4dISkpi48aNLF26lJ9//hk/P78GPivFrFmz+Ouvv1CpVHTq1Al/f38OHz6M0Wh0n0tYWBgrV65k+fLlJCUlkZKSwpIlS1iyZAnz5s2jX79+7vIiIyNp2bJltePYbLZa63C2N3pry5mwWCzVbgpaLBZACZoSEhJISEhw9/Q/+eSTZGZmsnbtWgkmLgLnPZionPBYVFTEf//7X3r06MHPP//Mxo0bz/fhLxmvvfYa48aNo3fv3qhUKnr06EGHDh1ITk7Gz88PtVrN0aNHMRgMALz88stMmDCBXbt2MWnSpAavz8GDB0lNTaVjx478/PPP7u2dO3eucf/Ksy1NnTqV8ePHA8oH2bZt29xJZHWlUqncH4KV79i3bNmS/Px80tPTAeWujOsuUF0cO3YMtVrtvsNiNpsZPHgw5eXlbN26lZ49e3rMIFJWVnbevmhcH8zt27fn559/xuFwcP/9958xN6Cu17pXr15s3ryZxMRE7r33XvcdpgMHDrinXfTx8cFkMlFWVuYus2XLlrRp04asrCx++eUX7rzzTnQ6HatXrwaUO4n1mbaxV69eHDlyBD8/P/73v/+5hzGUlpayZs0aRowY4R56cMcdd7jX1ZgyZQqbNm1i06ZNEkwI0YxVbvi6GsiVG8/Hjx/n8ssvZ82aNWdV7p49e4iJiWHgwIEA7gk+Tp48SWpqKj169HB/7lf+LKyLn376iZtvvpn9+/eTlpYGVHxP7tq1C4CJEyfywgsvUFRUxIQJE9y5EKCM/igsLOSee+5xbxszZgzHjx9n06ZNjBkzhrZt25KZmUnnzp2ZO3cuXl5eAGRlZbFv3z7CwsLcx7RYLKxbt47Ro0ezcePGBhuCHhkZWeMUsRaLhf/85z9MmjSJzp07o9Vq6d+/vzsfsfIEMuLCdd6DiZYtW7qHN0DFWGqNRsOAAQPYtm3b+a7CJWHFihUsXLgQPz8/IiMjKS0tdQ81mTBhAoB7Nq2ysjL++c9/Mn/+fAoKCs5LfXQ6HQkJCbRt25YjR44Ayvh510waVQ0ePJgrrriC3377jUcffZR33nkHnU5HZmYmRqORV155pU4N0OnTp3sMcwKIj493P3755Ze7u3pzcnJISUk57V38qrZu3cq//vUvwsLCCAsLIy8vj/LycqBidpCOHTu6958wYQKhoaG88cYbDT6TUFxcHOvXr+fYsWOMGjUKm82G2Ww+4/Pqeq0feeQR/va3v2EwGLj22mvp0KEDBQUFdOzY0T0muGPHjuzbt4/PPvuMLVu2MHToUB577DEeeeQRnnjiCZKSkhg1ahTe3t5kZmYCSgBTOV+iru677z4SExPJysriyiuvpEOHDpSUlHDixAlsNhs33ngj+fn5TJo0iaCgIMLDw7Fare5kfBnmJETzc/LkSSZOnOge5gTKnW7XcNx27dq5b268+uqrrFy58qwnfPn000/58ccfCQ8PJzg42N3od83qBMpn4W+//UZSUhLXXnstrVq1YsGCBWcs+5VXXuHjjz8mIyMDp9OJn58ft912G6B8Zu3cuZNvv/2W7du3c/LkyWq9vUeOHGHq1KmEhITQqlUrSktL3cOaXJ95f//733n00UdZv349w4YNIyIigry8PPLy8hg4cCDx8fFce+21zJ07lxMnTvDwww/ToUMHjh8/jpeXl8cNuTP59ttv+f333z22uYYz1cTpdPLZZ5/x2WefERgYSNu2bcnPz3cnfrvaL+LC1iizOb344otMmTKF1q1b4+PjQ+/evfnggw9qHDsv6ueRRx5h9OjRhISEkJ6eTm5uLu3bt+f+++93dxEGBQXx9ttvExMTg8PhwMvLi//+97/npT49evTgqaeeoqysDC8vL4YPH868efNOO+zlvffeY8aMGXTs2JHMzExOnDhBVFQUd911F4MGDarTcffv38+ePXswGo3ExMQwc+ZM7r//fvfj//jHPxg5ciR+fn5kZGRwzz33VBt/fzpdu3Zl7Nix6HQ6jhw5gtFopFu3brz00ksMHToUUHJKJk6cSHBwMJmZmezevdsdcDSk++67z51HYTQaueaaa7j11ltr3b/yta/Lte7Xrx9fffUVo0ePxt/fn6NHj6LT6Txei3/+85/ExsYCyjSGx44dA5TE/ffff59+/fphNBrJzc0lLi6OZ599lscee6xe59uhQwe++eYbrrnmGnd3v8ViYdCgQe7hk8HBwSQkJBAWFkZmZiZZWVlER0dzzz33uBMnhRDNh9VqZffu3SQnJ6PRaOjbty9vvfWW+3NKq9Xy1ltv0a1bN+x2O8XFxcydO/esjjFy5EgGDhyIxWLh0KFDaLVahgwZwocffujOY7vrrrsYMmQIfn5+7qFQdTF//nx0Oh12u53Y2Fjmz5/vHmb16quvMnjwYLy9vSkvL2f27NnVbopERUUxYcIE9Ho9aWlpFBQUEBMTw+OPP+7O6Rg/fjwffvghl112GVarlSNHjuDt7c24ceO46667APD29uaDDz6gb9++qFQqd+7J2U5ckZOTw+7duz3+uYYz1cTLy4tZs2YxbNgwAgIC3CMoYmNjeeKJJ846AVw0DZVTMp9FA7qUVwG9UI0bN46jR48yYcIE3njjjaaujhBCCCGakUbpmRBCNL5t27YxZcoU9zCfK664oolrJIQQQojmRibvFaKZciXghYeHk5CQwLXXXtvUVRJCCCFEMyPDnIQQQgghhBD10mx7JiwWC9nZ2fj5+dW6CJYQQjQ3drudsrIyIiIi0Ol0TV2dZsXhcGA0GvHy8qrzGipCCHGxczqdWK1W/P39UaurZ0g022AiOzubvLy8pq6GEEI0mfquACxqZjQa3SsFCyHEpSY2NrbGdb+abTDhWigsNDT0rBc8a86OHj3qXnxMKOSaeJLrUd3FdE1KSkrIy8s7b4slXspci33FxsY2Sq9PUlISPXr0OO/HaUxyTheH5nhO0DzPqzHOyTUtsuszsKpmG0y4hjYFBga6V8oVSqNIrocnuSae5HpUd7Fdk7y8PBneeR64hjbpdDq8vb0b5ZiNdZzGJOd0cWiO5wTN87wa65xqG94pU8MKIYQQQggh6kWCCSGEEEIIIUS9SDAhhBBCCCGEqBcJJoQQQgghhBD1IsGEEEIIIYQQol4kmBBCCCGEEELUiwQTQgghhBBCiHqRYEIIIYQQQghRLxJMCCGEEEIIIepFggkhhBBCCCFEvUgwIYQQQgghhKgXCSaEEEIIIYQQ9SLBhBBCCCGEEKJeJJgQFxW73Y7BYMDhcDR1VQBwOp2UlpZisViauiriIuR0OjEajfL+EUIIcdHSNnUFhKgrp9PJ8g072H28GJ2vH61atWqQcrOzjOwwHK7Xcy2GXEwF2Wi9vBg6eAADOkc0SJ3EpSE7O5s1Ww9wzADhEW3RaDTnXKYPJrrpG6ByQgghRB1Iz4S4aJhMJpIyirE5wWw2N3V1AHBYlXrYrFa27d6P0+ls4hqJi8mJEydIK3ZgsTmwWa1NXR0hhBDirEkwIS4axcXFtAtSo1WBTqdr6uoA4BUQgkoFGrWKFl5m8vPzm7pK4iLhGiLnek9rvbyaukpCCCHEWZNhTuKi4Qom2gWp6dAhknbt2jVIudu3F9O/f0y9n3/okA9ZWVkApKSk0KJFiwYZriKaN6PRiMPhoF2QmthWvlx+eVyDlFtQUMDRo0cbpCwhhBDiTKRnQlw0iouL3f8PCgpqwpp46tChA16n7iqbzWbS0tKauEbiYlBaWur+f2BgYBPWRAghhKg/CSbERcFqtVJWVgaASqW6oBpfXl5edOzY0f17enq6u65C1KakpMT9/4CAgCasiRBCCFF/MsxJXBQq90oEBgZecMOIWrduTXZ2NgaDAafTSUpKCr169UKlUjV11c7ahZKP0txdaD0Tw4YNw2AwoNFocDgcREREMGbMGO677756Bzvno0whhBAXlkYNJux2O6+//jrff/89ZrOZYcOG8fzzzxMSElJt382bN/O3v/0NPz8/97a4uDi++uqr81I3k9WM1WFDp9HicDrx9fI5L8dxsdgsoFJRbi3HV+uDRq1Bo9ZgsSszupRZy/Hz8kGNGq3G82Uy2yyoVCrKrSZ8tN54qbWo1RdGJ1OZpRwvjRcOp+PUPycqFahQ4XQ6UavUOJwOtBotZpsFb60X5VYzfl4+WOxWNGoNNrsNtVqNn5evu9zGHOJUbjUB4MSJClWd3gsqlYrOnTuzfft2AAoLC8nLyyMsLOy0z7PYLYAKi82Cl0aL1W5Dq9bgc57ff6AkAJvtFix2K75ab2wOOw6ng7iucRSVF+On88XpBJPNhK+XL06nE29t/QMNi80KKtd72xc1qmrv7arKrSY0Kg1WhxW1SgUowZnrNXE4HFgdNkw2MzqNFxqVGqO1HH+dn7u+p3s9zTZlNi6H04nVYcNH443NYYNT71nXsdrHdKDcasKJE41Kg9PpwHHq/3aHHcAdODqdTlQqFRq1GpvDjt3hQKfxwul0uF9XV/K1y+mCCavdipOK66ZChdcZrtvZysnJITc3l5UrV9K5c2csFgv79+/n+eefZ/PmzXz55ZdnHcCfjzJrsmrVKr744gsOHDiAyWRi3759p93/t99+47XXXiM9PZ3o6Gj+8Y9/MGzYsHOuhxBCXKoaNZj44IMPWLduHd9++y3BwcHMnj2bJ554go8++qjG/TUaDTt37jzv9TLbzLzx13x2n9iPl1rLLT0mMK7zSHy03ufleBabhYP5qbz110eUWoxEBIbz9MiHCfbWk1aYwX/+/B/FJgNh/i3514iHCfcPdQcLJpuZndlJ/G/r55RbTbQPjuTpkTMJ9G76u3wmq4n88kLC/FpicVhJOnGAXhHd+HrvD/xy+Dd0Gh3vT3iR/XmHMdnMqFHx4fYv6d+mJ3f3v5XVh9bz/f6fsDls9I3ozqND7nG/Bo0VTJhtFhbvWcaaI7/jdDoZ1m4g9w24HV0dGtGBgYG0bduWzMxMAA4fPkxISEitDSab3caxwgy8td5sydjJ9/t/dp/7Y0PuPaeGe12U20y8tGEuZZZynhv1GJvSd9ChRRRv/vUhnULa8X99buK1398n03ACf50fD192F93DOtfpWlRltVs5WnScOX/Mx2AuIdw/lH+NnEkr/5a19t6YrCY2HNvMoLa9+TppBb8e2wTAle2HMLXfRLy1Osps5fz713e5q+9EAr39efm39zhpzCPIO5BZw+6nXXAkn+9eSmLqH+CEK9oP5u7+t+Kt1WG2WXA4HVgddt748wOOFh7nnfHP8+Xe5Ww4daz4TsP5v94JrDiSyM+HN9DKryUvj32S75JXc12XMTidTjQqNd/v/5mN6duZc9W/+Pnwr4zpdAVatYa3Ny5gb84BvNRaJvW8jrExV+Cj9aa8vBy7XQlCdDpdrb1BNruN48VZvPb7+xSZDIT6hfDPETOICGjVoDcQ9u7di5+fH506dXLXqXfv3rz22mtMmDCBbdu2MXjw4CYvsyZ6vZ7bbrsNk8nEM888c9p909PTmTFjBi+88AJXX301P/30E9OnT2flypVERkaec12EEOJSdMZvo5SUlNM+vmHDhjof7JtvvuHuu+8mKiqKwMBAZs2axe+//05GRkady6iJwWAgIyPD419ubm6dnmuz21hz5A92n9gPgNVhY/GeZRgt52/Mu0ql4t1NH1NqMQKQXZLDgu1fYXc6eHfzxxSbDADkGvP575bPMNsrVsdVoeL9LZ+577YeK8rg891L3b83JZVKhU6jI60ogx8Pradfm56kFabzU8qvOJwOhrUbiJfGi892LaFfRA8+2L6YMms5E7tPoLC8mG+TVyp3hYGd2cmsT/1LubNrt3uML9frz9+KXGlFGfx8eAMOpwMnTn5P28LunP11fv7ZJGM7cLL60DpUwLfJqzzOfV3qn+473ueD2Wbhu+RVpOQfZXSnoSQe+Z1+bXrw0fYvKSgv4urOV/LF7u/JNJwAwGgpY96mj6Gew7acwLsbF2IwK69jjjGP+Vs/p9xW+/vWbLdytDCNIwXHWH90I06nE6fTybqjf3IoP5Vyq4kvdn9PXlkBkUERfLj9S04a8wAoNpfwV/p2UgvS3IGhEycbjm0i+eQhAArLi8guyWXVwbXsz03h8qj+pOQf5ddKxzKYSjhelMmPKetxOB1c2XEI61L/olOLaHZlJ1NiNpJhOMGPKesZGj2QHdl7idK3Ia0og18O/87enAOA8rnyxe7v3X+nld/Pp+uVcDgdzN30MUWnPhPyygp4f8unHp8JtcnPz6/2uWgwGGrcd+/evXTt2rVagNKpUyfUajXZ2dlnPF5jlFmT4cOHM2HCBKKios647/fff0/37t25/vrr0el0XHfddXTr1o1ly5Y1SF2EEOJSpHKeYZWtfv36sWPHDvfvgwYNYsuWLbU+XpuSkhIGDBjAsmXL6Nq1q3t7//79+c9//sPo0aM99ncNc2rdujU2m43u3bvz2GOP0aVLl2plz507l3nz5nlsi42N5bnnnjtjvcSFr6ysjPT0dEC5u9mhQ4cmrtHpGQwGd0NJpVLRrl07vL3PTy+XuDidPHmSwsJCAFq2bEloaGiDH+Ptt9/2+KwGmD59OjNmzKi271133UVMTAyzZ8/22G4wGBg4cCAfffQRw4cPP6vjn48yT2fz5s1MnTr1tMOcHnzwQdq2bcs///lP97YXX3yREydOVPsOqYnZbCYpKalB6iuEEBebHj161NieOeMwp6qxxpl+r41rfHDVpDu9Xu8xdtilY8eOLF++nJiYGMrKyvjwww+ZMmUKK1asIDw83GPfKVOmcOONN3psMxqNlJaW0qFDhxpzMlwcTge7T+znld8qvkh8tT7Mv/7V8zbMyWQz8+9f3yElv2Iu+Alxo7m52zW8tfEjdp+o+DK8ssPl3Nl3onuct8VuZdZPL5JdetK9zx29ExjXeSQ6zZkXvdq+fTv9+/dvwLOpUGYpJ6+sALvDzrHiDHqHd8PmsDHzx+ewO+z0at2Vx4fcy79/fZcnhz/Ac+vfJNNwghdHz6KtvjX3/zDbPYYd4OkRM+kRHsfx48fdQ0IiIiKIi2uY+fhdKl+TgrIiHlr5T+xOB6D0BL159TO01beuc3lOp5Ndu3a5h2b5+fnRu3fvasN5yq0mFm7/mv/rk8BDq572PPeRM+nRKu68JXDbHXY2HNvE/7Z+zoS40XRq0Y6W/iGsPriOTRk7eGjwFDKKs1l+4Bf3czq0iOaFUY/Xa/hVudXEnD/+R9LJg+5tY04NIaotP8RsszB308fc0uManvjlZfdnjVql5t3xz9PCN5hfDm9g8Z5lzL/uVb7Y8z1rU/90P/+a2NFcEzuK6auexuF6PVUq3r76WSICwzGYSyk1l3IwP5X/bvmM3q27cnvvBJ6sdKzYlh15fOi9PLjyn9gddq6KGUHP8C5kleQQ7h9K55YdsDsdPPLjcwxq24dxnUeSWpBGdHBbSsylvL1xgbs+fl6+zL/uVby1Onbt2oWvr5IT1KNHj1qDiXKriXc2LmBHdkUD9or2g5nWb3KtuTyudSaeeeYZ9zFcauvVS0pK4vrrr6+2fePGjXh7e9OvX78an3c656PMc2U0Gqv1BOn1eg4fPnxW5dT2hdrQzufndVORc7o4NMdzguZ5Xo1xTme6kXLGYKJqY+ZMv9fG398foFrgYDAYapzVIywszJ28qtfrefzxx/n555/57bffuOWWWzz21ev11b4kCwoKagxSqlKr1HQNi+HBQX/j58Mb0HsHcHvvhFPJnueHTuPFP4Y/xCe7viWtKIN+ET1I6DYeb62OR4fczae7lnA4/xg9w+OY3PM6vCsFNRqVmmdHPconO78lu+Qkl0f156qYEXUKJM43jVpDiF8QGpWWlv4hHM4/RueWHfjnFTNYsu9HLDYzVruVJ4bfz/asPTw1/CEW71nO8gO/8NDgKTx35aN8tXcFRksZV3UeQUzL9qhUqkZNvvbT+fL0yEdODbmyc2PXq2jp1+KsyqicjO10OikqKiI3N5dWrVp57Oej9WZqv4kcLjjG0yNm8m3ySoyWMsZ1Hknnlh3O60xQGrWGodEDMdnMbM7YydWdR5FelMndA25F7xPApvSdPDT4b2jVWrZl7SY6qC1T+t6Ml7p+aVY+Wm8eH3ovn+76jiMFx+nVuiuTelx72sBEpVJxa6/rMdlMPDHsAVacCmxu6jYevU8gXhot8Z2GY3XY2Jq5myl9bsFH68PenAN0Conm5u7j0ag0PD3yYb5NWoXD6SSh2zha+AYDyt9hgM6fAW16cWffifx+bBN2h52nhk/n+/0/Aipu7q78XT59xcN8u281WSUnuKX7NdgddrqExVBqMeKj9WH2FdNZtv8X/Lx8aBMYTlRQG5xOJ3f3v5X1R/9C7x3IHb0T3BMR1HVaWF8vHx6+/C4+37WUQ/lH6R4ey609r6/TjY6WLVue9kaKS1paGsXFxfTo0cNju9Fo5N133+X22293f35v2LCBBQsWYLFY6Nu3L7NmzWLy5Mm8+eabaLVaHn/8cd544w3MZnO9y3zyySdJSEhgxIgRbNq0ifDwcOLj4/nuu+8oKChg8eLF9Z4Jyt/f3+PaQ+3fQUIIIeqm0RKw9Xo9bdq0ITk52T3MKT09ndLS0jrfaT5fjSsfrTfD2g1kUGQfQOmZOJ8NObVKTaC3P9P6TXbPDuNqVPl5+TKlz804UWY+8q7SaNCoNYT4BnPfwDsA0Kq1F0QgAeCt1aF1aDHZzGhVWrqEdUKFipiW7Xl86D2oUJ1qBKkY1LYPWrWGewbcikqlQqvSEK1vw8zL7gIV+Gh90Ko1yrj1SuO8z3cw4aP1pktoJ2YNvR9U4K3RoVGf/YwzAQEBtG3b1p0P5ErG1mor/uRUKhV+Ol86t+yAWqVi5uXTUKNCp9Whrccxz5a3VseYTsMZ2f5yUEGv1l2xOW1M7DYBrVaLRqXhhq5XcW2X+DrPalUblUqFv86PO/tOrPTePn0Ph07jRVt9a8qs5bTVR9AltBMqlQpvjTeaU+PwvbU6xseOwuawoVYpjf+bu49HBfjplJnguoZ25olhD5zav+K5PlpvdGovLA4LIztcxoj2g1Ghon2wN7EtOyjvQ403arWaAIsPs4be535PDIzsjdVmw8dPd+rvuT2PDpmGGjVtAsOx2e04cTK83SCGRg9wXz+VSuWRfO3l5XXGO9x+Xr78X5+b3NetoXtM9+7di7+/v3utlLKyMjZt2sRbb71F69atefTRRwFITU1l/vz5LFy4EB8fH+6//35ycnJ49NFHefXVVykuLuall16idevWrFy5st5lZmdnk5WVRUJCAjNnzmTUqFHceOONLFq0iEceeYTU1FR69epVr3Pt0qULmzdv9ti2f/9+Lr/88vpePiGEuOSdMZiwWq3873//c/9uNps9frfZbHU+2MSJE/nwww8ZPHgwLVq0YM6cOQwbNqzGWTQ2btxImzZtiIqKory8nIULF5Kfn3/epvDTqrVo63nXtb5qa5zVpdFWedrUC4lGrcZfV1PdPBtAAd7+NT7fS+sZGBmNRvd7TKfT4eNz/qdMVavV+NV4Dmenffv2nDx5EovFgsViIS0tzT2zTWWu17spsiq8NF54VQpGtWhJ3p183rpM6xOQnOm9rtN4uQNqHdUDlNO9nmq1Gh919TpV3T/3ZC7RUdEe27S62j8vvE4T4FdNvq7LjYvzOVX13r17KSsro1+/fmg0Gnx8fIiLi2PatGlcd9117gTq1atXU1hYyD333ANAUVERTqeTLl26sGXLFp555hnat29/zmVmZGQwZMgQoqKicDqd+Pv7M2LECECZ1a3q94Xdbsdms2G1KtNqm83KcEGdTlft2t5www0sWLCAlStXctVVV/Hzzz+TnJzMa6+9dh6urBBCXBrO2Hru06cPf/5ZMQ65V69eHr/37t27zge79957MRgM3HzzzVgsFoYOHcqcOXMAWLFiBc8++6x7KtiDBw8ye/ZsCgsL8fX1pVu3bixcuJCIiIg6H09c/KoOcbqYFoHTarV06tSJ/fuV2aAyMjJo3bq1e3iHuDRdaCtfP/XUUzz11FNn3M9qtTJjxgzGjx/v/t1isTB9+nRmz57Nt99+y4QJE865zOXLl9OzZ08Ajh496rG6fGFhYbWhW8uXL/c4lqvXYu3atezYscPjeyU6Opq5c+fy2muvMXv2bKKiopg3b55MCyuEEOfgjMHEZ5991mAH02g0PPnkkzz55JPVHrvuuuu47rrr3L/feeed3HnnnQ12bHFxasx8ifOhVatWZGdnu+/ipqSk1JiMLS4dF9rK13U1adIknnjiCfdicxMnTmTZsmU8+OCDDBw4kI0bN7Ju3TpGjRp1TmXu37+fcePGAZCcnOzOu0hPT69x+teEhAQSEhJqLD8yMtLjewXgiiuu4IorrqhzHYUQQpxe447rEeIsXezBhCsZe9u2be5k7JMnT1abkUxcGs4m+fpC06ZNGz7//HOPba4eBaBeQ4XOVOa1117r/n9UVBRz584962MIIYQ4vxpuCVUhGpjJZHKPf9ZoNBdVw6syf39/j2EUR44cOatcI9F8mM1m92uv1WobJQdICCGEOJ8kmBAXrMq9Enq9/qIeGtSuXTt0OiU52GKxcOzYsaatkGgS9Um+FkIIIS5kEkyIC9bFPsSpMq1WS0xMjPv3zMzMOq2DIpqXyq/5xdrTJoQQQlQmwYS4YDWnYAKUhRhbtFAWwHMlY9d1BXnRPFTtmRBCCCEudhJMiAuSzWbDaDQCShJzc2h4uZKxXUNbiouLycnJaeJaicZyMSdfCyGEELWRYEJckCr3SgQEBHisHH0x8/Pz85jeUpKxLx0Wi8W9sJpGo8HX98JceFIIIYQ4GxJMiAtScxviVFm7du3w9lbWu7ZarRw9erSJayQaQ9VeCUm+FkII0RxIMCEuSM05mNBoNNWSsSs3NEXzdLEuVieEEEKcjgQT4oLjcDg8Gtd6vb4Ja3N+hIaGupOxAUnGvgRI8rUQQojmSIIJccEpKSnB4XAA4Ovr6x4S1JxUTcY2GAycOHGiiWslzidJvhZCCNEcNY+s1tNQ714EGJq6GheMiOwsMLRp6mqcVmkJkA+oNQR17NnU1Tlv/Pz8iI6OpnDPKoKLduHMUkNE0782F8N7pLGd6zWxOcByHFBrUId0wM9vRMNVTgghhGhC0jMhLjgBXqBSAU47rS0pTV2d8yo6OppQ02HUDluzmbFKVKdRgZ8X4LAT7siU5GshhBDNhrRexAUnyAcGRIBK44Vf56FNXZ3zSqPR0HbwTVhT1qDTNHVtxPmiUkG/CDDavQiMbd7vaSGEEJeWZh9MOHrfCSEhTV2NC0b29u206d+/qatxRv5NXYFGpGk/HE374U1dDbeL5T3SmBrimmiB5jUvmRBCCCHDnIQQQgghhBD1JMGEEEIIhg0bRq9evejbty+9e/dm3LhxvPHGGx7rY9TXm2++SVxcHD/99FMD1FQIIcSFpNkHE3aLtamr0Ow5nU5sZWU47XblZ5X1EhwWC/bychwWCw6rFbvZ3GDHsZWXYysrw2GzYTeZcNhsDXFKSr2tVuwWi7vsi53DbsdeXu6+fjWxlZXRt3dv7OUmHHZ7I9ewaTgsynvSXl6O3WJxv49s5eUNdoyK9205zlPTHgPYTSZsZWXK34fVqvytWCwNdty6ysnJITc3lyVLlrBz5062bt3Ka6+9xp9//sldd92F/RzeC6mpqSxcuJDg4GCSk5MbsNZCCCEuBM0+Z6Jwxw5CRo1C49P81iq4EDgdDqwGA4fefIeS/QfQd+tK7GMz0er1qFQq7CYT9vJy8v7aSOZ33wNO2t6UQHj8KDQ+PvU+TtuEG4i49hpwOkn75DPy/vgL7/BWxDz0AH7t2qHx1p3TednLTRTu3MmxRZ9hLysj4pqraZtwA5qLdM0Lh9WKKSeHlHfmUXY8nZCB/Yl56EE0vhWvgd1k5uiHC8nfuBGfiAhiZjyEX2Rb1Lpzu5YXMqUxX445JwdLURFqnY5jH3+CpaCAsJEjaD/l/875NbeVlnLo7bkU795DQGxnYh+bia5FCxxWK06bDbvJTO5vv5O1/AdUWg3Rt04mdNiQs/r7OFd79+7Fz8+PTp06AaDT6ejduzevvfYaEyZMYNu2bQwePLheZb/wwgsMGzaMiIgI9u3b15DVFkIIcQFo9j0TeRt+p+TAAVld+Dyxm80cev0tinfvwWGxULRrNwffeBt7uXIn32GxYMo5ydEPFmApKMBSUMjRDxdQnpF51sc5OOdN93FaDOiPYd8Bsn9YRc6atdjLyyk7lsa+519smPMymTg4503MOTnYSkpI/+obinbt9rirfDFxOp3se/4lSg+l4DCZyPv9T4598in2U3ff7SYz6d98y8l167GXmzCmHmXfc/9u4lqff3azGa2/H4ff/x9B3btx8LXXKU/PwG4s48SqH8lJXIvDWv/eTVtZGSlz36Nw6zYcFguGpGQOvPIfHFYr5ZlZFCclU5aeTtonn2EtKsKSl8/hue9hyS9owLM8s71799K1a1fUas+vhE6dOqFWq8nOzq5XuStXrmT79u089dRTxMbGSs+EEEI0Q80+mAAo3L4TZwMOfxEVND4+FCd73m00JO9z9wSZ8/IxJFe/G1m4fcdZHUfr6+tRjl9UJF4Bfhj27ffYz1Zaijkv96zKronhwAGoEjgU7dh1Tg3LpuQwmTCfPOmxrThpnzvIdtptFO9N8njcWlyMpaiosarYJCz5+ZiyT+DdsiXG1KM4qgzBK96lBK/1pdZ6VXv/l6YcVj6PnE7sZkuNfx9Fu/fU+5gu+fn5ZGRkePwzGGpewHPv3r306NGj2vbS0lIcDgctW7Y86+OXlpby6quvcuedd9KuXTvi4uIoLCysd2AihBDiwtTshzkBBPbqQXpWFnl5eU1dlQvC9u3bG6ysbjEx6LvEeTTqA7vEUW4oIT3nBO1btSKwS1y15+l79SQ1NZXCwsK6HadzZwLjYik5cBCA8swsbKVGAuNiPRrBGj8/dC1bsnv3bmxnEUBWvib+/v60i+mkLA5QqUcrsGcPsnJyOJl77sFKY1KpVPTq1g1daEssefnu7fousZSUlJK6fz/t27ZF36ULpYcqFgnUBgai1evZtWvXOY2Zv1D5+/vTPqwVXv5+WPIL8O/QHrVO5xE8BHbvRt6pgKo+fzdxHToQGBdH4bZK768OHXCq1DgBjU5HYFxstecFdOtKSkpKrY3/unjhhRfYsmWLx7bp06czY8aMavsmJSVx/fXXV9u+ceNGvL296dev31kf/5133kGlUnH//fcDEBsbi0qlIjk5mYiIiLMuTwghxIWp2QcTLYdcRotePQn19qZdu3ZNXZ0mt337dvo34BoCToeD2L8/xsH/vE7JgYMEdu1C3OOP4KUPJC44CLvJhG+bNrSb8n9kLvkep9NB24QbCejQnqCzzJmIe+JxDv7nDUoOHCR/02baTLiGwK5dMOfmKjkTrVoRM+MBVCoVvXv3rnPZNV0Tu8lE55kzOLZIGQrU+uqraDmwPxpvb6Kio+tc9oXCYbXS7V+zOfTWO5SlZxAyoB/t77oTrZ8f/cNbARB8+2TM+fnkb9yEb0QEnWdOR6VW06dPn6at/HlkN5mwl5XT4e6pGA4cJPaxmRxduAhLQSFhI0cQcfVVaLy9yTxxot5/N51nTleG6O1NIiCmE3GzHkPjrcMvKhLf8FY4LBaiJk8ka8VKVBo1UbdOxq91OJ3rmTNRUFDA0aNHeeaZZ/D19fV4TK/XV9s/LS2N4uLiaj0TRqORd999l9tvvx1/f2Xllw0bNrBgwQIsFgt9+/Zl1qxZTJ48mTfffBOtVsvjjz/OG2+8QVFREV988QVeXl6MHTvWo9zk5GTi4+NrLO/JJ58kISGBESNGsGnTJsLDw4mPj+e7776joKCAxYsXExAQUK/rIoQQ4jxxNlP5+fnObdu2OU9mZzd1VS4o27Zta/AyHXa701ZW5nQ4HMpPu93jcZvJ5LSWlTkdNpvTYbM5beXl53wca1mZ026zKWUbjcpjZrPTbrGcdbm1XRObyeS0W61Oh93utJaV1avOFxK71eq0mUzK9TPWfD5Wo1F5HU+d+6XAZjI5beXlTpvZrLyHzGanw+55jc7l78b9d+FwOG1l5R5/H9bycqe1rMz992G3Wp22ctM5nY/rsy8/P79O+//www/Ovn37Oh0Oh9PpdDqNRqNz7dq1zgkTJjjvuusup9lsdjqdTueRI0ect956q7P81N/vfffd58zKynL+9ddfzoceesh5xx13OI8ePep0OBzOSZMmOe+++27nyZMnPf5Nnz7dee+99562vMGDBzuPHz/udDqdziuvvNL566+/Op1Op3PmzJnO3bt3n9O1OVcmk8m5bds2p8l0bq9RXZ2Pz+umJud0cWiO5+R0Ns/zaoxzOtNnX7PvmdA045loLhQqtRrNqTugmip3QoFqs+FoNJpzPo7WdZxKZTX0a1253toazutio9ZqQav8yWv9aj4frZ9fg/deXehqm62ptmt0tlQqVaW/D8/eBm2V3gcVuF+jxrJ3717Kysro168fGo0GHx8f4uLimDZtGtddd507KXv16tUUFhZyzz33AFBUVITT6aRLly5s2bKFZ555hvbt2/Pdd9+RlpbGDz/8QGhoqMex+vXrx4IFC2otLyMjgyFDhhAVFYXT6cTf358RI0YAUFxcTGRkZGNdFiGEEHXU7IMJIYQQtXvqqad46qmnzrif1WplxowZjB8/3v27xWJh+vTpzJ49m2+//ZYJEyZw8803c/PNN9dYxtSpU5k6dWqt5S1fvpyePXsCcPToUTp27Oh+bmFhISEhIed0rkIIIRqeBBNCCCHOaNKkSTzxxBN8+eWXaDQaJk6cyLJly3jwwQcZOHAgGzduZN26dYwaNare5e3fv59x48YBSm6FK48jPT2dqKio83ZuQggh6k+CCSGEEGfUpk0bPv/8c49trl4FgNdee61By7v22mvd/4+KimLu3LlnVb4QQojGcUmsMyGEEEIIIYRoeBJMCCGEEEIIIepFggkhhBBCCCFEvUgwIYQQQgghhKgXCSaEEEIIIYQQ9SLBhBBCCCGEEKJeJJgQQgghhBBC1IsEE0IIIYQQQoh6kWBCCCGEEEIIUS8STAghhBBCCCHqRYIJIYQQQgghRL1IMCGEEEIIIYSoFwkmhBBCCCGEEPUiwYQQQgghhBCiXiSYEEIIIYQQQtSLBBPigmQymTCbzU1djUZhsVgoKSnB4XA0dVXEeeRwOCgpKcHpdDZ1VYQQQogGo23Mg9ntdl5//XW+//57zGYzw4YN4/nnnyckJKTavps3b+Zvf/sbfn5+7m1xcXF89dVXZ3VMr+3vgdZ+znVvLiKys8DQpt7Pt5lt4ASNToNKrcJuteOwOUAFGi8Nak1FfOqwO3A6nTisSiNZ66PF6XAq/5xOONWmcjqdqNQqnA4naq0agwl2ngCnSkvHnv1pP+gaVCpVtbpYSi04bMoxNDoNOn9dvc8LwFpuVep66hScdidOuxONtwaVSoXNbMPpdKL11qLz1+F0ODGXmnFYHai1anyCfOp+LKuVvLw8Tp48if3Y7wQV7MTfy4uWIS3R6DyvY1UOhwOHRbnmWu+KP2GbxYbT7kSlUqH1qdjusDuwW+3gBLVWjcZLc9q6VX6POOwOHFYHKo3KfU1UGtUZyzgXtZ0fKO8/lUpV0SBXgUqtqniPeWuV3+0O5X0J7veOw+5ApVah9lJ7lO90OrFblM8IjbcGFSr3+1ztpUatUXtek9PUr9o5qE/Vz+5kxwk1pXYNLaK60nv0TWg0ntfQ6XBiLjGjUqtABU6b8r728vNqmAtbR2+++Sbz58/nnXfeYdy4cRdceVWdzfcKwIIFC/jyyy/Jz88nLCyMKVOmcPvttzd4vYQQ4lJxxmDCZlMaUF5eFV9oS5cuZf/+/QwcOJCxY8fW+WAffPAB69at49tvvyU4OJjZs2fzxBNP8NFHH9W4v0ajYefOnXUuX5w/DrsDc7GZ1LWpWMusdLqqE96B3jjsDo6tP0Z5fjlh3cOI6BeBxkvjbniX55eT9lsaGp2G2AmxAO5gQq1W43Q6KUwtRB+px2F34OXrRV5mObmHygGwlG3B6NOebj27oVYrDWyb2UZ5QTlaby1/vPYHaRvSiB4WzcjnRqILOPuAwt/fH0uZBavRirnYjMPuILBNILsW7ULro6XH5B6oVCr+fO1Pjv16jKihUYx4bgQ4IOmrJPZ+vhd9lJ74V+MJiAiotaFts9ncAURhYaG7Qdy2MAmnyUzmvpNk52QT3juc8J7hNZZjt9rJ3ZdL9s5svAO96RjfEV2gDqfdSfb2bPL25+Hb0peOYzri5euF0+7EbrVz7NdjlGSVENIphKihUXUKBuxWOyd2nqDkRAmdxnQiY1OG+7Vqf2V7tLqGvxdht9rJO5BH9vZsvAK86Di6I956bwDMxWaK04sJigoiZ28ObQe1BcBUYOLYhmPYzDaihkQR3C4Yp91J4bFCWnRogbnUjKXEQvrGdDqO7khZXhmZWzPx8vGi84TOGHOMHP/zOGq1mpjxMag1alITUzEVmQjvFU54r3D3e89utZO3P4+sHVl4B1Rc/8rBn+scClML6TS2EwUpBQREB5F5sAiz0Yohw4iqRWd69+/tLtdaZiVnbw4HVxzk8kcv57cXfyNjUwYd4zsy7Klh5xwo11VqaioLFy4kODiY5OTkc278N3R5NTmb75W1a9cyd+5cFi1aRJ8+fdi5cydTp06lffv2DB06tMHrJoQQl4IztgYeffRRhg0bxqRJkwB4//33ef/994mNjeXrr7/m6aef5pZbbqnTwb755hsefPBBoqKiAJg1axZjxowhIyODyMjIczgNcb45HU52fLQDa7kVL18vfIJ9cDqc7P18L8ZcIwDF6cUAtO7bWrkba3awa9EuHDYHncZ2wphrxD/MHwBbuQ27xU7G5gw6je1E6ppUYq+JxVRkIvObnTjDWlHm409WqhFVdAZ27HTv3h2tVundyE/JZ+dHO9nz2R4AMjdnYkg3cO2H17obn3XVKrgVx9Ydw2l3oo/W06JTC3Yu3MmG5zbwaPqjmAwm1v9zPbsW7QKgZeeWqNVqkr9LZtX9q9zlpP2WxoyUGR4NdZvNRn5+PidPnqSgoKDaEBeH3UFxQDfKfl2NI8sEFig+Xoxaqya8R7hyl9r1GjidFBwu4MCyA+5tRceKGDR9EFnbskhNTHW/DiXZJfS9qy+2chspq1LIT8kHwJBhwFpupePojmh0tQcUDruDE7tPkPJjCj1v7cnRtUfJ2p7lLsNUaKJLQpcGDSicTidFR4vYv3S/x/ld9shl4ITdn+2m/3392fa/bXS9sasSWEQHsfPjne6eheDoYHyCfDiZdJK2g9pSeqIUXaCO3Z/tJrxnOGaDmeRvkgHldTQXm9nz2R5375bWW8v2D7ZjKjIp1/J4MWqNGr+Ofkrge6SQ/d9Xql9aEYNnDvY8h2PKOXS7pRtpv6XRdnBb9n+bjLYYilqEkp1mo8ixC5VaRa++vVCr1ZiKTSy6YhFT/5jKirtXcHD5QUB5XxtPGhn7xli8A8/ufV0fL7zwAsOGDSMiIoJ9+/ZdcOXV5Gy+V44fP06XLl3o06cPAH379iUuLo4DBw5IMCGEEPV0xpZAUlIS//rXv9y/f/7557z44ovccMMN/Pzzz8yfP79OwURJSQlZWVn06NHDvS06OpqAgAAOHjxYYzBht9sZMWIENpuN7t2789hjj9GlS5dq+xkMBgwGQ7XjAVj7PwS1dHdfirK3b6dN//5n/byM39NI/El5u3SM70i7kCvxDvRm9Xfve+x3xBzJ1FlTMZ40cnD5QdavVRpAMa9Nw6r3ocRHg7XMSlBUED5+Xvzx1gJC7r4OQ0waxu5d2f3pbjas9wcVEAe0hpNJJ/EJ9mHnzp306tWLvL15RA6KZPHViz2OvX/pfm766qazPreg0CDKQssoOFxAzu4c/MP82f/dfiL6RWDMNRLQOoB9SyoaQnE3xFF6opT9S/Z7lFOSWUJBSgGh3UM9AojaciH0ej3B/sGofDuw6pNCj8cyfWO4acpN+ARXDJ0yF5tYN3c5Bza0cm/TeGvo9/nf+fnpz8ja1s6jjB7/fQKtr5alCS+7h5QB+B/wZ+bzM9H41jx8Jnv7dkI6deeXF77k+O+RXLbsSRbEvEt5flzFTr/B0+89DdqGS7uyGMysn/8DyRtCPbbHvfEQxpNG9hd0pI1+NL+s0DF4ydOcTD7JwQN5rFtTcdc+avYdWONasv7dpUyeOZn0X45QmlbKr+v8ufbWa/lraxbbN7QEYNTYUWzbb+O3X/UARF4eSYeWV/Hz8gUex0/XdeSaRddg9vdj3Xsr2L8hzOPxds/eTduBbSvO4QPlHPovfozl13/F5JmT+SHhTWXn9so/275c8obkceDAAbp27cr+pftxOp207tOaQz8c8ih//5L9XD336rO+nvn5+ZSVlXls0+v16PX6GvdfuXIl27dvZ+XKlfz111/8+OOPZ33M81leTc72e2X8+PEsWbKE7du307dvX3bs2MGxY8cYPnx4g9dNNBFjHuz6GPpMBf/QM+8vhDhnKucZsgH79evHjh07ADhy5Ag33HAD27Ztw9vbG7vdzpAhQ9i8efMZD5Sdnc3IkSNJTEx030ECuPLKK3nkkUe4/vrrPfbPzc0lPz+fmJgYysrK+PDDD/nmm29YsWIF4eHhHvvOnTuXefPmeWwLDQ3l3XffPWO9xIXL6XSSn59Pfn6+e5uXlxdt27bF2/v836U9Gw6HA6PRSElJCUajsdYAwsfHh8DAQAIDAz2GDopLg9PpJC8vj4KCAve2oKAgwsPDa8wLOhdvv/02W7Zs8dg2ffp0ZsyYUW3f0tJSxo0bx4033sjjjz/Ojh07uPXWW/n111+JiIg462M3dHm1OdvvFZvNxn//+1/mz5/v/hudPXs2d9xxR52OZzabSUpKarD6i4YXfvhTIve/S0bXh8mJ+VtTV0eIZqVHjx41tr/O2DPh5+eH0WjE39+fvXv30rlzZ3dBTqcTm81Wpwr4+yvDW0pLSz22GwwGAgICqu0fFhZGWJhyB1Cv1/P444/z888/89tvv1XrCZkyZQo33nijx7aSkhLKysro0KFDrYl4l6Lt27fTvx49E5ZSC3+98Re/v/g7DpuDe7ffi9pLTeamTH6c+SO2chst41py54Y78W3pi63Mhkqj4qeHf2LnxzvpNKYTN3x6A2qNmrK8MiylFjTeGsrzyzGXmDGeNNLlxi6o1WpWPbiKpC+VL+zuk7pzxatXcCTtiHuIkKXcQkBhAMFBwXxz0zcYTxrxbenLbStvU3I2TjN8pybpaen4mf3Q+mrx8vPCXGJG46XhszGfcd1H19GqVytyk3L56oavMOYYCe4QzANJD2AttfLZ+M/IKc1BFaGiw9gOtOnfhsDAQI/y/f39adWqFa1atcLX17fa8csLy9m9aDeJTyViN9sJ7x3OlHVT8A2pvq/ZYObT0Z+StS0LtZeaUS+NYtD0QZQXlPPpqE/JP5SPl58XE+ZPoOtNXbEarWRuyWTp7UsxFZkIbBPIHb/cQWjXUPd4/apc7xFjrpFPRn5Ch1Ed6HlHT76+4WtKT5Ti08KHycsm03Zw21oTkOvLXGLmszGfkbk5E7WXmpHPjnQPI/rrjb+IHhpNzu4cyovK6XJDF1p2bsn6Z9azZe4WnA4ng2YMYvTLozFkGsg7kEf7Ee2xmW2smbWG438e5+5Nd/PdpO84tv4Yfq38mHFgBsvvWq4MHVPBvdvvJWNjBj8/9rPyWvQKZ8r6KaSdTKNLly7K9Y//lKytyvW/8t9XMuihQR65OuYSM5+P/Zyw7mEMfGggucm5qLVqfrjnByylFoLaBzHi8xEUW4vdz/H38efg6wcJiQmhzcA2LLl1CaZCEwGtA7jjlzsI6xZ22qT8ygoKCjh69CjPPPNMtfdbbb0S77zzDiqVivvvvx+A2NhYVCoVycnJ9Wr8N3R5tTnb75X333+fVatWsWzZMjp16sThw4d54IEH8Pb2rvNwXaj9C7Wh1ffz+kJ23s+pSzuIjCSyz1QiG6lnQl6ni0dzPK/GOKcz3Ug5Y8/EzJkzCQ8PZ9KkSfzrX/9i0KBBPProowCkpKQwY8YMfvrppzpV5sorr+Shhx7i5ptvBiA9PZ34+HjWrl1bp5yJq666irvvvrtOH/quL1QJJjydy5vOUmrB6XBiKbXgHewNDmVsvVqrpjy/HL8wP/dMRDazDadDmcnJbrXjtDvx8vdCpVFhNyvj21UqZdYatUaNxWhB56/Dbrejcp6aTQfw8vVCF6CjsLCQpKQkUguspBY6AA0RrSNQqVVYjFZ0/l6gUqGux7Cb7Kwswlu1BpQZphwOJyqUWXisZVa0vl6nEsZVWEotSsNRpcw+ZS7MwlyUi9ZLQ+sgH9qEKo0bPz8/WrVqRVhYmLvBUxuH3YGl1IJKrcJUZMI3xBcvXy+PfAkXp9OJrdxGeWE53npvVCoVugAd1nIrOMF40ohfmB9OuxNvvTd2mx1buQ21Ro3xpBH/cH9UatVpgwDXe8Rhd2C32CnLK8Mn2Ae1Vo0xRynD9do0NKfTibXcirnIjC5QByrwDjiVgF2iTBVst9jRemuxmWzoAnXYTMp7zWay4R3ojZefFzaT8v6xW+1odBrsZrvyXtWoUWvVmEvMePl5ofHS4HQ4sZZZlZmuKgWi5YXl+LX0Q+OjTATRv3//Wq9/1XOwldswFZmU5GytWnnf+OsqXgONiiNHj5CdnU1asYPUQgehoa3RqDSoVMqsW/V9X6us5fRtaanzZ9+BAwdISEjAy8vLowGen5/PAw88wMyZMwHYsGEDCxYswGKx0LdvX5588kkcDgeTJ0/mzTffRKvV8vjjj/PII48wZcqUepUHkJCQwIgRI9i0aRPh4eHEx8fz3XffUVBQwOLFi6sFCWfzvXLfffcRExPDrFmz3NteffVV0tPTee+99854rVxfqBJM1J+c08WhOZ4TNM/zasxgot49E3//+9+59957+fTTT+ncuTNTp051P/bDDz+c1QlMnDiRDz/8kMGDB9OiRQvmzJnDsGHDagwkNm7cSJs2bYiKiqK8vJyFCxeSn5/PsGHD6nw80bBcjaaaEpyrzjbjbqxWv7mOl0/1Rqhr+ksvlJ/eeB6jRYsW9O3bl99XbMPmdODrq0Nz6hg+wec+TWnlxlrlZpt3kGfZPi08T0jj443GW4sTKLSqubxdO3cAUddhK2pNxbSyZ0qyValUePl5VZsu1NWwD24f7Fk/rQZNoKbGx+pSL7WvmqCoIPe2sy3jbKlUKnR+OnR+1WcvqnptXO/HmgKjqu+nqoFP1QCgplnAatpW2/U/0z41vT6xsbE4HA5+O56JHRVePl4e08U2xPv6TJxOJ8899xxDhw7l5Zdf9njshRdecCdNp6amMn/+fBYuXIiPjw/3338/2dnZRERE8Oijj/Lqq69SXFzMSy+9xD/+8Y96lxcaGkpWVhYJCQnMnDmTUaNGceONN7Jo0SIeeeQRUlNT6dWrl0e5Z/O90q9fP5YuXcott9xC+/btOXLkCImJidV6toUQQtTdGYOJqKgofvzxR4qKiggODvZ47O677z6rcd/33nsvBoOBm2++GYvFwtChQ5kzZw4AK1as4Nlnn3VPBXvw4EFmz55NYWEhvr6+dOvWjYULFzZoF7m4uAQEBDB+SE82HjyBxqtxpso8E50+DK23P15aLQNiI+jQTnrBRN2oVCq6dOnCGPQkZxtxqhp/DdElS5aQlpbGDz/8QGio55CQfv36sWCBkoy+evVqCgsLueeeewAoKipyDzvs0qULW7Zs4ZlnnmHbtm3nVN7hw4cZMmQIUVFROJ1O/P39GTFiBADFxcU1Bghn870ybdo0SkpKuOuuuygsLCQoKIhx48Zx7733Nsj1FEKIS9EZhzldrGSYU82aYxffuZJr4kmuR3UX0zU5H599b731FnFxcYwfPx5QFl308vLCaDQyffp0rr/+er7//ns++eSTcyrvu+++o6SkhKlTp5Kamso777zDO++8A8ANN9zAsmXLGuR86kuGOZ07OaeLQ3M8J2ie53UhDHNq/FthQgghLiqTJk1i8eLF/N///R933nkna9aswWKx8Oijj/Lggw9yww030Lp1a9atW1fv8gD279/vnuY1OTnZ/f/09HSP2ZqEEEJcOBp+CVshhBDNSps2bfj888+rbf/ggw/c/3/ttdfOubynn37a/f9rr73W/f+oqCjmzp1b5/KFEEI0HumZEEIIIYQQQtSLBBNCCCGEEEKIepFgQgghhBBCCFEvEkwIIYQQonbGPPhzjvJTCCGqkGBCCCGEELXb9TGseUL52VAkQBGi2ZDZnIQQQghRuz5TPX82BFeAAjB0VsOVK4RodBJMCCGEEM2VMU9puPeZCv6hZ96/Jv6hDd/gPx8BihCiScgwJyGEEKK5cvUALJtyYQ0pcgUo9Q1whBAXDAkmhBBCiOaqz1ToPB5SVjdszoMQQpwiw5yEEEKI5so/FG74pGKokxBCNDDpmRBCCCGas0YYUmQwF7M0ZQkGc/F5O4YQ4sIkwYQQQgghzkni8UQWJS8k8Xhiox1TAhghLgwyzEkIIYQQ5yQ+Ot7jZ2NwBTAACZ1varTjCiE8STAhhBBCiHOi9w5q9AZ9UwQwQojqJJgQQgghxEWnKQIYIUR1kjMhhBBCNAfGPPhzTqOtJyE5C0IIkGBCCCGEaB5cC9Q10noS5yXpupEDIiHEuZNhTkIIIURz4FpH4nysJ2HMq1ir4tQUs+clZ8EVEIEyna0Q4oLXbIMJu90OQElJSRPX5MJTUFDQ1FW44Mg18STXo7qL5Zq4PvNcn4HiEuJaT+J8qKGRf15yFs5nQCSEOC+abTBRVlYGQF5eHnl50l1a2dGjR5u6ChccuSae5HpUd7FdE9dnoBAN4hwa+QZzMYnHE+vWg1FbQFRDz4gQ4sLQbIOJiIgIAPz8/NBoNE1cGyGEaBx2u52ysjL3Z6AQDeIcej0qrwfRjvb1O74MfxLigtVsgwmdTke7du2auhpCCCHEJa1ybkVK0uH6FSLDn4S4YMlsTkIIIcSl6nzPnmTMQ7/tAxLajEDvHVT/clw9IzLESYgLjgQTQgghxKWq8nSy5yOwqGm6Wpn+VYhmpdkOcxJCCCHEGVQePnS6vIT6JkDXNDxJ8h+EaFYkmBBCCCEuNZWDA1eD/nR5Ca4AwGIEnf/pg4qqgUfVgKEu+Q8ye5MQFw0JJoQQQohLTU29A6ebscnV8LcYz9yrcKaehzPNDGXMg2VTIGX16Y8jhLggSDAhhBBCXGrOdnYkVwCQexCytkLsdQ1XdlW7PlYCic7jZfYmIS4CEkwIIYQQl5qqvQNnGlbketxiVBr67UdCWC09BvVZk6Ly8SsHIzLESYgLnszmJIQQQlxqqs6o5BqatGyK5yxLrv22zMOw7p8sNWdjGP1iw/cYVJ71SaaBFeKi0iyDCbvdzmuvvcZll11G3759mTFjBgUFBU1drSazatUqbrvtNvr160e3bt2aujoXhDlz5nDNNdfQr18/hg0bxr/+9S+KioqaulpN6q233mLUqFH069ePyy+/nIcffpisrKymrtYFweFwMHnyZOLi4jhx4kRTV0eIc1d1ytY+U5VhRSmrPadxrZT/kHjZfSwyZZAYElUxlazLmaZ7PfW4xlxU8+N9psKY/8iwJiEuQs0ymPjggw9Yt24d3377Lb/99hsATzzxRBPXquno9Xpuu+02Zs+e3dRVuWBoNBrmzJnD5s2bWbFiBSdOnOCpp55q6mo1qeuuu47ly5ezY8cO1q1bR0REBI899lhTV+uCsGjRInx8fJq6GkI0nKqNd/9QuOGT6g36PlNhxLMAxA94jDu730V8QXr1tSNqWk8CPHo2WPMEoekraq5Ppd4Ig7mYpSlLMJiLG/CEz6+Lsc5CNJRmGUx888033H333URFRREYGMisWbP4/fffycjIaOqqNYnhw4czYcIEoqKimroqF4zHHnuMbt264eXlRUhICHfccQdbtmxp6mo1qU6dOhEYGAiA0+lErVZz9OjRJq5V0zt69CiLFy/mySefbOqqCNFwahpKVNs2nT9seB79vu9I6HwT9LiNpUOnY+gwqqI3oraehcozO435D3lRFYnbtTXAE48nsih5IYnHExv6rM+bmuosAYa4VDS7YKKkpISsrCx69Ojh3hYdHU1AQAAHDx5swpqJC9nGjRuJi4tr6mo0uR9++IH+/fvTt29fPv30U6ZPn97UVWpSDoeD2bNn88QTT7gDLSGaDWMerH9O+VdleJK7IVx4VEm6HvGsEigY80jc9iaLjKkk7vlACRS2zKs9z6FSzwZ9pmL3DnY/VFvQMLj1IAaED2Rw60E11imzJL1BGun1aezX9pz46Hil1yY63r3tbIIiCTzExazZzeZUWloKQEBAgMd2vV7vfkyIyn7++We++eYbPv/886auSpO79tprufbaa8nNzeW7774jNja2qavUpD799FPCwsIYO3bsJduzKZqZyrMm7foYNjyvbNf5K8GAMQ+2zCPRnM0iUwb4/0rCn/OUXgf/UPhzDvGb5sNl9xGv1p++fP/Qip6NNU8oP31GuXd1NbwrN8ABNp/YwracrfQI7UlCYEWPurtxnvYLGaXK32NC55swmItJPJ5IfHQ8eu8g9/41ba+8zVWeq5y6qO05eu+gamXUdn5nU64QF4NmF0z4+/sDVAscDAZDtQBDiB9//JFnn32W//73v3Tv3r2pq3PBCAsLY+LEicTHx7N+/XqCg4ObukqNLi0tjYULF7JkyZKmrooQDafysKM+U8GYCyd2VqwbcSrAiNd4KQHDgMfAL9o9fMnQ7WYSy44TP+Ax9LpA8An2HNpUtfxdH1eU3WcqHEhz71pTAxxqb4THR8ez8+QOdufuondYH/fjtTXEa9peedvZNPbPVLea1HZ+51ruhay2wE40b80umNDr9bRp04bk5GS6du0KQHp6OqWlpTKMRXhYsmQJr732Gv/973/p379/U1fngmOz2SgrK+PkyZOXZDCxfft2CgoKmDBhAqDkkYCSqD5z5kxuv/32pqyeEPVTdQ0H/zBITYRDK5R1I/pMBYsRPZAwaHq1NSMS83awyJgKyyaR0GoQjHzOc2hTn6kYHBYSg8OJ3/QW+t9fVoZJXfkcABrzbiXPooY1JNwN0dB+JJxMhTZW8K54XO8dRNeQbuzO3UXXkG7uxurpgo+q2ytvO5vGfuU6nI+eg/NVbmOTHpZLU7MLJgAmTpzIhx9+yODBg2nRogVz5sxh2LBhREZGNnXVmoTdbsdms2G1WgEwm80A6HQ6VCpVU1atyXz66ae89957fPTRR/Tq1aupq9PkHA4Hixcv5uqrr6Zly5acOHGCf//737Rt25aOHTs2dfWaxNVXX82QIUPcv584cYJJkyaxYMGCS/aaiIvEqaFKALgCAhdXcODKl7CUVeRDuB4/1fB3l1Vp2FJ8dDz88RrxGbsgbSv4nRrGVCk4SDSdYFHKX+ATSUKVqoUd/RpSPvQIMFzcDVHX0Cogs9dkFiQtYFLsJJIL9jEi8opTezsxmIvRewfV2hCvaXtzabQ3hvr0MjSXHhZxdpplMHHvvfdiMBi4+eabsVgsDB06lDlz5jR1tZrM8uXLPaY9dTWe165de8kGWC+99BJarZYpU6Z4bN+5c2cT1ajpbdiwgffee4/y8nICAwMZNGgQixYtQqttlh8TZ+Tr64uvr6/7d5vNBihDwFzDKYW4IFXNhXANN6rcG7BlXsU+rnyI2spyDVsaOktpjLcapAQSkZcrwciG55XgYNB0WDaF+NQ1MHAq8V6hSqAyqGIiB/ftK2uZEsyAO+BxN0RD+7mHVi3YM49tOVs5Ycx250mAk68OfgnAbV3vOOfL1VgutiFA9ellkGDt0tQsWwkajYYnn3xSpnI8JSEhgYSEqveHLm0ys5cntVrNhx9+2NTVuKBFRkbK+0ZcHKrmQlQJCDx0jD/9QnGVh0W5jHwOgtsp2071gBgcVhL/ep741DXog9qRkHUQjn9QLVA52WESbdq0gfQ/leFV4E7+djdEK80sNa3HNAB3z0R8dDwrU1eeevTMPeuN2YA/07EutiFA9elluNgCJtEwmmUwIYQQQlxyPIYkVcqFqBwQuPbpcWv157qGRvW4VXle7HUVP6sOm3IFElZlmFRiq44sSvka4saQsG81FBxWVtSufEzX1LBOf6VuHeMhaqhHoGIwFytByab56IG2Q2fxzOXPARDXUsmDnNBxAj5an7rNknR4OYtSvsZUXoCPb0idGrlnMzuUx7HOECw09hCgc23Y16eX4WILmETDkGBCCCGEaA6qzqTk+lk5ifrPORX7uKZszdoKbQZWDHtK/hryDsCxXyFldcVPUIY1XfUfz6FUI54lPuZ6AOJPHISBHSD/IIx9U3l82RT38zWqfhXrVlTN5+BUY9SYCpfdR0ItPSauRq5rbYbapn7Vewcpq3Vn7sfk145FZcpMUpUbuTU1uKs2iF37mGzl7uFV9QkWGnsIUFM07CVn4tIkwYQQQoiLlt1u5/XXX+f777/HbDYzbNgwnn/+eUJCQmrcPz8/n//85z/8+uuvWK1WoqKi+OCDDwgPD2/kmp8Hrsa3a2hTDTMmEXudEhzEXgd+LSsChdDuSk+B3QJpv0FoFxj+NLQfqeybf0jpbcjZWXGsI78oPQx7v0DfaRwJu75Wyuo8Xtme9CUcW6+U1+4K6DOV0JX/hv3v1pynkXuQ+C0LodsE4rvdBjZrxcxPZfnw43Ro3ReGPgH+oXWa+jUxJIr4XtOgx2345O2o1sitqYyqDWLXPjd2SqhxMT2XhgwWGmK4UFM07CVn4tIkwYQQQoiL1gcffMC6dev49ttvCQ4Odq9Y/tFHH1Xb12w2c+edd9K7d29+/PFHgoODOXLkSPNJqHf1QFTufaiaI3FohdLgbz9SaaS3Gaj8AyUACImByCGQ8Rcc+alixqUbPoMVU2HkvyuOddOX8PFwpRdjxVTlZ+fxSo9E+5FKD0Tab8r+xekA5EVdp0z8UVOvwy+PoU9ZTUJhKkSOgl8eq+gROfarUr/URGUI19BZSiPZYiT+xAFok6ckcYf2A/9fiQ/tpwQBKV9D97tIaNGBhBYdqh1ycOtBJOXt9QgQqjaIXY1xk83EtpytgJLLsfnElno31Os6ZMpkK8dH61uvoEIa9qKxSDAhhBDiovXNN9/w4IMPEhWlrJQ8a9YsxowZQ0ZGRrXZ6r7//nsMBgPPPvssXl5eAHTu3LnR63ze1ZQ0XdNjW+Zh+ONlEgdOJX7wP9C7hjdV5sp3MOYqjy37P7h1JYSdWrcp9lrQRypBxpGflG1+LStyKloPxJC7i0QviF96K63UHWDs4xU9J1Dx/7FvQmGqchxXIBHaRekZib1O6TVp3VdZOO/U8KaEohxY+y9Q65Qk7n3fKdPK+kUTP+BeoCIYcDXgB7ce5A4EalttuzJXozyzJJ0/Mn9zBxSun+1of9qXo3LgAJzVkCmTzdTgQ5UuhCTpIqOFlTszmdC3LcH+utPueyHUV5yeBBNCCCEuSiUlJWRlZdGjRw/3tujoaAICAjh48GC1YGLz5s3ExMTwzDPPsG7dOlq0aMGkSZOYOvU0sxldjKosNFd1rQiPRehCIllkyoBtb5Jw3cfw+7+V4U3pv1cEBBueV6aBBWWo08p7IXaC0vPw1xylwQ9K7oWrJ8H1/5AY5Rhtu2LKPoSP4wjxn6xEX5qtPL/yc4bOgqm/K3WNGl4RWBxaoTz2tzVKnVOWVDSwqwZOlX5WvTPvutuflLfXHQjU1DNRm80ntpBRmsGA8IFM6zGNHqE9iY+OJyXp8GmfV3koFcCi5IVMjruNO7vfdcb8CoO5uM7J5nV1rrkUNQUCZ9vgX7kzk3lrDgFwx7DqPUYNWV9x/kkwIYQQ4qJUWloKQEBAgMd2vV7vfqyywsJCNm7cyOzZs3n++ec5ePAgd999Ny1btuS6666r83GTkpLOreJnYfv27edcRvjhT4nc/y4ZGRnkxPzNvV2n6sVATVsMJj/i986nKGUnx/o8jz3XC3xGwYE0Wmdl0RYoz0/DteqKobgI/ZonMIT0xcsvCt+8A+QvvpYNgYGM8AnFemwfrdNWkxPQnj81drppwhnnMxBDywC+0pVC5n6uNQeRn55K69TVFLUayjFVP+yuc/UZRevf59M27wDFoYM4WvkxIMweRnzQWMIKw9huSHPXFdLcz3f9XmY3stO4k77+fQlDeV4ccQQHtSCsMIwlGUvZVryVYFMLhuqHnfY6uo7bV9OXE4dO0o72pG7fRnj6CnaZi5SZqk7zvLDCMADig8YSVRKFn8b/jIEIKD0fddmvrlz18c/z5/Vjb1Ne0JUrokII8FZ77Od671W+hn4af9YcLmPZvjIyMjMYE+MHwJ+GP0gs/oWMjIwzXkeAKLWDG7r5EaXOY/v2gjrVN6wwrEH+HhqijAtNU5+TBBNCCCEuSq5ch6qBg8FgqBZguPYPDw93L1bZs2dPrrvuOtauXXtWwUSPHj3w9vY+h5rXzfbt2+nfv/+5F9SlHURGEtlnKpGVk57/XAcn/uBOv3hoNwJSE+nj3AH9K/VqRD8O+evxLTgMwR2g683oVcBfe9AX7IQhs+DQD2xQmSt6H7wLiR/9In8ajrDImsOdXuE8GOiPYfCr+Pz8BPEFGXjZrbQmG0Y8S/Cg6fQBpUfCNR1tWDCkQFD3q+kzZHS1UxrOFdW21WRpyhISs34hMjKShM43uZ93FeMwmItJTz3O5Na3MaHjhDrdUfc4rjEPlj0DKauVXrD+s+r0vLrW/XwazhUsTVnCbzlrKM0ro0PbW7mjf0UPQeX3nuc1vIJOXSxEtvXsmehsjiHyeORZDUUacZb1bQgN9jd1AWmMczKbzae9iaKu9REhhBDiAqbX62nTpg3Jycnubenp6ZSWlhIXF1dt/65du6JSVV/orKZtzYpraFPV2ZP6TFVmcEpNhPC+ygxLrmFCuQfhi2tgxwJlaBNA0VHQKXeiaTMQgjtgiBnH0iufYrDGnzsz9wOwyE9HovE48V3v4E4LxFuBNU+g3/JfOkdOIbHfHRhCY5Xj6vyVermmtf3lsYrk8Y7xylS0lRaxq4lritjMknSWpizBYC52bzfZypkcd1uNw4QSjyfy1cEv8dH6VGsAu8p0lVWjXR9DitKzctqF/+qhTsc/R4NbD6J3aD9u7j6KCX3b1rpffHS8x5CsYH8ddwzr4JHr4BqWVVMg0RjnIpqWBBNCCCEuWhMnTuTDDz90BxFz5sxh2LBh1fIlAG688UaKior44osvsNvtHDhwgB9++IGxY8c2Qc0biTFPmd2ppga5f6iyaBwoQUKfqaeSrfOUaVhTVsPOj0DfTtlHpVVmZfprjpLrUHSUxG1vsCjlazYPfpCEwE5M8G3DnZn7id/6MfrVD5GwbzX6Y78qz8/azHar0luRqLK6k6sN5mKWBodjGP2ikoQ95j/g5YchbQNLD3+HYcf8ag1SdwBxci9vJ05nUfJCFiQtYFHyQhKPKytru4IF1/8N5mKPcqo2kitzjdN3lVWjPlNhzH841ud58A9t0EZzTcdviPIrl7Eh4zd25+0gOPzIaZOgKwcKRUYLn/9xlCKjxeP/Z3suonmRYU5CCCEuWvfeey8Gg4Gbb74Zi8XC0KFDmTNnDgArVqzg2WefZedOZW2Etm3b8sEHH/DKK68wZ84cWrVqxYwZMxg/fnxTnsL5VXkhu6rTxIKycJzOvyKQcO3buq/Sc2AqVH7X+oKtHA58Dz4tlO1aP+IHPA7lGcricFfPQ5/0JQlleWD/WUmeDu2irGFRdBQCoxh7MoXI2AnEG1GClaQvSbTls8iYismvHT4nNxM/4F70hhMk5mxkkY8WQqLAlYR77FfiBzzG2wc+YVvOVnZqAtltL6G3JtAjKRoqz4hUXi0BGpRk3toSeuu0RsOpHh9XPkflBO9H+j16TjMP1XT8+iYiV06YXpdVORncWeXnmVVOnAbqlEQtC9k1fxJMCCGEuGhpNBqefPJJnnzyyWqPXXfdddVyIQYPHsyyZcsaqXYXgNNNEwsVQ6CMecrsSkNmKdPAAgx8CJK+gvJ8iBgAefsrggu/MCjLRb/xDeJb9yHxwJfE7/4Ufd4hZXhSwWElkMg7ACXZynNSVtLFXEwXc7wSrIR1h/Q/GZzxF0mxIzGnruWrsjRI/5MEdRDxKesxDZiCSa1hROtBmI6uxXT4J1Y67WwrS2OAVwhRDhW7ga7aQNoGRnlM76r3DiKhzQgMO+bj03mSR2P2TA3bqjNB1WW2ovjoePdMUYnHE+vU4K+t3JrWiKhvo7xyAHDdQM8yXGtY1JVrOFTlYVGnGyIFst7FpUCCCSGEEKI5qjol7Ons+liZArbz+IqpWkNiYNQrsP6f0DIOsrcpidptBikrUh9ajiF1DW8HBbGtbVfI3E8CKPu6fuojlR4OAHMx5f7t8HUtPncqX2Nzt/Fs00JMSIwyRKpgDbQbgd5uxefEbhaZswA4rPNjW0Qsk1vGcadKw+CtC/ml9yR6q4IZ0f/hWs9Lv/ZfJIz5D5xqrJ9tkAA19wq4nhtmV2Zp0nsH8Ui/Rz3WlKjpOK7y4qPjWZn6A18d/BKTrZzbut5R63P03kF1apTXdD6VAwC9t86jjLNt5LvyJVzONK1rXclaEhc3CSaEEEKI5qJyAHG6IU7HNymrVl/3MURfpsyidOQXZcamyMshY6PSu7D+n1CWC1mbledpvEAF7FkE0cM4EjeOtoGh9Lc7GFlsAv924BcKW9+rCBgGPAS5SdB2EId1l9Hz+H8rkr6jhhJvMYDTSHyvSfDnKyS2H0l834fQL72D+Ixd4D8GE062Fe1nQHEOEwJPote2ZGm/O/jelAHAhvw93NaqZ7XLYeh2M4llx4nvdjP6Gi5XXYcOnW7YUXzQWPdsQ7U1+Gtaa0KhqvKz7nWrqQH+w+Gf+DrlU8otNm7vPgnwDADOZrG4xlTTuV6odRXVNUowMXfuXObNmwcoCXCvvvpqYxxWCCGEuLRUDiBON8RpxVRlCNKKqTB9vzIdq6vHICRG2ce3JYybC3s/hYEzYPWDcPwPaH8l3PYDdr9IuuFNR4cDHxVoRw8CnQ4O/wT97oNja5XyooaCbhCc2KkELjd9WTEN7C+PoU9ZrfRo5GewuPQYXwXqMBXv57ZJy9D/OJ2E4O4YWg/Fx+FgcF4qieXZxG/9mPiRz7IzMJTdubuoady/wVzM28kfss2YClm/k9CiAwZzMStTfwBUTOg4oc5Dh/TeQcRHx3s03l3Pca0fcbq76zUdp2KoUc2L0p2pbjX1apjyu1GaORRTSLean3MWi8Wd6ZwaUk3nerZ1FU1HeiaEEEKI5sCV9zDi2YqhTa4eiqpDna77WAkkxr4F658Da5mSL3FipxIAuPMdjsPtq+DPORisRgpv/oLwoG5YLGocmTkY9idRWm4kIDgCfWwcPqE6tFGj0eqjYP83GDqPJ9GsNP71disxJw7CwB1KfZbcqhzr1PoV9JsGO9+BsjRABWFx0GmsMq2sfxgJQ2exNGUJi5K3wmX3kdDvPmZpvUg8nsjg1oNYvP9zzDYz3lofRkRewYKkBWzL282A4hwlQRzPGZ4Abut6e51zG97e8RbbcrZisplQghclIEkxHHaXXVsCdtUei8r/rxqk1PacynVJPJ6I2WYGwGwzszRlCfHR8dzUPw5vdUCteQw15TycTmOtPl3TuZ5tXUXTkWBCCCGEaA62zFPyHkY8WxE4uHoqjv0KN3yibDfmQfrvMGmZsq6DK0ei46nE6Kih0ONWpbeiUu9GYURvNH4dKM4uJHnVd6hT9oPDRp6XDyFqL9R/BNO6XUciRo3AL6wLXjd/zbojy1lUdhQ6XUHCobX4lqVj2DGfRNMJBmf8xeawDsQXZKAPCIOwOCaMeAUfV25B1eCIijvXg1sPYmnWBuKj40nofBNLU5Z4BAmHi1LYlrOVAaG9mdZCR2JIFPGnpoPdeXJHrb0ZNakcSAwIHwg43cc6XJTClZpR7rrVloB9ujv8lRvstQUWNe0/Oe427ux+F0XlpSxKXuge2nS6u/hVcx7OVLfaekcaYwhS5bqebQ+JDJFqXBJMCCGEEM1Vn6lKIJGyGnZ9jGHAvST+9Tzxm+Yr6z+krFaCCKgY5jTmP0qvANfBsinK2g/6NkT4tceQlc/x+a+jLjOiRwN2G2DCodOSV5ZL+b6TmA9tpv0DT+IfFcdVJjMO/47ED7oTbP8gmwg2hkSxKOUvknpdzzZbMbQfSYIxF9Y/h37Q9IpG+LY5SnA05j9kOspZsPE5JsUqeQAbMjYoQ3zKC+DETsxh3Rjf/hrSDGnEtohlSJshWB1WovQd2aD1Vhr/On8SOt/ErAFP1JgkXZuVqSvZlrOVCP8IpvWYRqmllA0ZG/DX+rEtZyv+en+Gc8VpE7BPd4e/coO9Lj0BlffXewex4Le9lGZm1jq0qSaVG+enO2ZtvSONPQTpbHtIZIhU42qSYGL37t28+eab7NmzB61Wy7Bhw3jiiSeIiIhoiuoIIYQQF5+qszVVXjOi8mNj3wS7BYy5JB5eziJjKsSNIeGyp6H9yIrehy1KbiNRw5XVry1GSNuAwWmjbPSLBJkCKPh+MeriAm7//WCNVXrnqkEUmi34Lv2M6Hsfwffyx0jY8j58NxkKDuPsfI8y5KjzJAaH9aXHjnnE56bCkY8xaLxIzP6D+PDB6C971KNXZMGeeWzL2UpS3l5MdhOT/dpxY7ur2XD0R7KdZkhLIzIgkozSDAZGDCK5YB+7c3exO3cXN3ZK8Ficrq7TvrqHE9lNAGQbs9l8Ygs7T+4g25hFuF84AM4zdHBklqSz8+QOboxJcNeh6jFd9anaE5BZks6CpAVM6zGNQJ3e/ZzKPRhnGtpUk6q9IZV/1kV9hiDVpbegttfCVbeBoSP4/I+jZ+xxkCFSjavRg4m9e/eyatUqLJaKFRNXr17Njh07WLp0KS1btmzsKgkhhBAXn6qzNbnWjAAlD2LD80pAoPN39zrEj34R/DsSv3c+tB1ZscaEK5AYNF3pjUhZrczqFNyBXS2iiPYKRpOZS9nhZFDX3nQItZrQ2yyUHT2M6cQJvNqFozm5W5kZyjsItaUI/doPSRgyC3Z9TULKagwaL5a26UGxw8L3ft6YDn3DbT7BGAbcy8qQCDj+M5NiJ5FSeIhiSzERKh84soZUazHZTjPhJiNq3xAySjMYED6Q+Oh4SiwGfj72E9nGLLy1PqfNPTDZyt3DlirvtzJ1JV8dXMyNnRKYHHcroCI+Op5icxG7c3cxIHwAYX7h7gRsqPkO+oKkBezO3YWX2svdQK7tTnvVRO8FSQvYlrMVgB6hPWucESo+Oh6/8B2otSFA3Yb0VO3dONcpYmtSNXg4U29BkdHC639+w56yZUD165LQ+SY+/+NonXoc6lI/0XAaPZg4fPgwo0aNYtKkSWRkZPDGG29QVlbGiRMneOutt3jxxRcbu0pCCCHExcd15z72OvhzjtKj8Pu/lZ6IylzTvrbui77ffcrMSU5fZVvsdUpuxIbnlX11/jD8aShMhYh+sPU9Bqp8sJisFO/ZCrpAHBovvhjVi9vX7WH27NlMmzaNBQsW8PLLLxPscIIuAIellJP7duMbNR5NeB9I+x3MxfiVKMnK7kTvkBgSQ9uxyM+b3mUlAJj1USwNDseUutLdyPdx2HnVP5YFfqVEGQv4KiKWG9tcjpcxiyhjPt+XK4HEtB7TTgUIJrKNWUQGRDIi8gr3pah8p3/ziS3u3IPJcbdhspVjMBdXuiN+qstBVbG4m947iJs630yQd7D79+2nVsCG6nf5DeZiogKjsDqsTOsxrdb9KqscaLie4+qZcD2nxGIgKW8vg1sPOu1aFbVpjIXkqgYPw+PC2HGsgOFxYR77uYK6wuxY1m4KY/RlNyg5MaeSyiv3UFTtcZDciAtDowcTrVq14p133kGnU150i8XCa6+9BsDPP//MCy+8gFqtbuxqCSGEEBcXV0/En3OUHgrXDEygJFu7hjzt+lhpuHcaW5GYnZusbPvlMWVfi1HZfmq6VvIOQPdJcPksfH2C0NjtFBlLQReAwWEhz8sHgGnTpvHwww/z7rvv8vLLL4NvCPiFYig+is1iI9xpx1ujBa0v2Moxe4cr9bzscdDoIGU18S3ag7oFg7N3stnHB5N/GItSvmZyxxuY7N0GcBJ/4iD631/mmc7jMaSuIeiy+xgccz2bT2xhcOtBBJ3Y4jH+f3LcrQwIH8i2nK1sPrHFvTJ25Tv9j/R7tNLMTPDVwS/x0fq6G9kTOl6Lj9aXYlMRi5IXuhvrp2uIV30s8Xgi3x9eyp3d76JtldW5qyZbuxrVg1sPAip6DZ65/DlAaXS7bD6xhW05W+kR2pOqa1VcKAvAVW34/34wl42p6fjt3METIyai9w7y6I2Y1PlvPDRqEBP6tmX18W/56uBidp7cwawBT7jPo2qPg+RGXBgaPZjo3bu3O5AA6N+/v/v/BoOBwsJCGeokhBBC1JWrh6Jyz0TlIU+V15tw5VIMnAH5h5RpWQGufE55zDXEyZWUPewJ0PqgKspHrQ8BswE9Tm5fuwOABQsW8O6777JgwQJl//J8sJSgt5YR4OOLj08wxIyD8mLYtZDAwl1gOgG/PApj38KQuYVEwxHi84+gL8kmweiFoSADn9ZTid+7DP2pmaYMw2ezdOh04rvfib79SOK73czblQKD2nIOlqR8x9YTWyg2FXFT7M0ed/r13kH4aH08Zkaqekc8ofNNfLxXOTeD2VDj3fLT8Zh9qspzq/YonCnJ+HR5Dk6HlvLcbhRFW1iXVfPsUK4yzleQUTWIcTX8i4wWPv/jKMPjwjhQlsuesmUkHg8hofNNrNyZ6e6NuDZmXLVeod25u/jh8E/uBfiqktyIC4PM5iSEEKJJXX/99XTs2JHLL7+cyy+/nKioqDM/SVSoHDjc8IkSLPhVWlfC9XjlYKHzeCWPoeAwBLdTHt8yryKQiBpaMfQpNA512+EEdu1B/k/foa6Ucfzyyy8rPRIudivYrahVKlr16IvWXw8hY+G3lwCw6ULAL0Dp+Vj9IIn+gSxq2xUKTpCg1kDBYfQd44n3CiWxaA3xneLRt+pLoimbRdYcKEwmYegsElOWKFO1eoUQH9oPqPmOfHpJOsn5SSTnJxHkE0xC55vcd/pBaWy7eidqm9nIW+sNQKYxk9XHVpGY9gsz+z7C9pPbARVR9or3a9U6uAISZX2MqoGCZ49CfHQ8xaYidp7cweDWgzx6MkAJSFxDm6r2gDgLB/Hh2kN4qwO4snfFfrWtvF3XtTXqEny4hhqpWmzh65RP3eW7tpdb7CzYcASAJ0ZMJPF4iDu4qRwM6L0rbjRP6Hgte44XseXoCfb65mKIKa6xDpIbcWFo9GBiz549WK1WvLy8ANixY4f7scDAQFq0aNHYVRJCCNGEli9fTmpqKhs3buTxxx8nLy+PdevWNXW1Lk5Vk7KrPuYKFkK7Q1h35QawxagEGmV5yn7GXGU62SGnnr/0DjRT1uLTOgq/2J6UpR5m1fA4d7EOLz8MKid6qxlUalCp8evQCZ+WLdAUpcCPD4O1HACnWguBoUoQY7cQX3IStD7Etx0BkYHw1xyIGkpiq44sKulKUmhvHnH6E//r2xASSXxLZfG5+Oh4OParMsVtUQHc8AmJWRuUxrLFSEJRDoZuNxMVEEW5tZzYFrHER8fX2EB2rUlxuOgwk2InMSB8oHuoEVQMdxrcehAvbX6RjNIM3tn5NhmlGUpdgsYyHCUvw5W0bbKZuK3r7e4yasqRmNBxgsfq13rvINJL09mdu4sFSQs8gh7wHNqUUCXQcDXK+8firmOP0J4ex62cZ3EmZXaje20NqDn4qBos3DO6m8esWa4hSNNGdGL6mFh3wDCqzbWs2JrJhL6+1YIB1+szMHQEnbzG4Wy3ln3lK/jhcBjOwkHnJTdC8i7OXaMHEzk5OTzyyCPccsstZGZmMm/ePPdjV111leRLCCHEJeaXX35h48aNZGRk0KVLFy6//PKmrtLFqYZF3tzbd32s5EOAss+p9RuwGDH88TKJZceJP/oneoCc3cp+JZlw60pI/hp2f4Z24OOEXzuR4x+9jb2oDIdKhUGrw99uAo0X4ASHDU2AnvAb70CrNsKmd+HYeqW80C4E5u2BItz5HXogwWyFbf+DEc9iGP0iK4NaYXZa6R3Wh225u0j0iSRh8CMkePlh6HGbe7hQwpBnMZxMZWnRfuJ3zGdwn78pjeW8VFj/PIllx/nemMqd3e9yN4ar9hAkHk9kW85WIgMi3Q3nqg32yr0A/xz8LxYkLWBS7KSKnomSyg17Z5WfVCvjdNum9ZimrI8RGFUlGfz0SduuRvkLG58jozSDyIDIavudLhipaqdxJ9uKt7pnx6rKYC7m9T+/Ye2mMO4a1sMdLAT793TvU7nXoXIj/XR5Dq6elB1+BST+Gc09o4cwOCaUwuxYPlx79rkRdQkUJO/i3DV6MBEdHc2vv/5KYmKix/bw8HAeffTRxq6OEEKIJvbSSy/Rq1cv7rjjDgYOHIifn19TV6npGfMIP/wpdGlXMVzpTHZ9rAQGl91HvNZLCQxObfforTi+SQkQoobDgaUkhkQqQ4hUVhLUWvAOUnIfCg7Dry+AzQwFqWh9/fALdxB99yPkLPuCrONHydN6Y9B4YVFrQKWiTceuhE+4Cb8wf7QFuzDs+47EsA7Ee4WhH/cOxStmEhQ7AvpOg6QvlUAj7TcM7Uaw0pTBfv8Qdqf+BcDkjjfQN30b8Xs/hmGz4crnSKwaDPSZxKKUr0lSGYnJ2MC2nK1YQ7rTdcgDjOh9LxQf8uiRcN2VH9x6EIv3f0GJpZjeYX24o8sdJBfsY3DrQcQEd/ac2cmYp6zaHRLF4Ogr6RHak4iANtzWsiuAx2xOEzpeizJsyekRDNTUI1J5Gyi9GuCko74j3x9eirfGx6N3w6XEYvAoq3KDuWpOiCt4MtnKARWT424941oNRUYLxSe7MKlH6yp5DBUSjyeyp2wZoy+7gVsGR9dYTm29DiO6jwBia8xzqLyeRBe/EkZ0D2Rr3iHG9ow467U0oG6BQn3zLqRHo0KjBxP9+/fnxRdf5N133yU5Odm9aN2sWbMIDa3jB6YQQohmY8OGDaSmprJp0ybmz58PwOLFi5u4Vk1s18dE7n8XIiOrD1eqTZ+pJJYdVxal++1fJAx5VglEXFPDGnOVXorf/63kLPz6NADxBRkQNYT4kgJw2JRAwmX/t+CwgtYbEp/EK/Ya/MN7EX3PTFqdzCVz/x6MJjP+Pt607XUZPi2D0VKMtmAP/DiTRH2okhNhspGQ/jtBeVugRSj4tVSSvtcDab+RSBlfmbPBnE3vsD50DenKhLw09Ad+8ThFV95A95BuLN7/OQZrKRG+4WzL202MvgO9w/ooi9UBPrk7iS9IJ9FixGQ381XqMig9SUJZKUstRr5K+dqjbNesQa6kbPfMTrs+JnHPAha17cqSYz9SYjXUOg1r1ee78jBca1mYbCb30Kaq+QxfHVTe891b9gDAbDPVuFJ1Ut5ej+FHVRvMVXNCyi029hzPZV/5j9zZ/S42JJcwb80hzI5SWkQcqpYTsXJnJqv2wfS2g2rNlXC9DtN6jCPYX1enhvUPh3/i65RPKe9s445hNSdUV+6tuWNYaEUwFFeOX7ivx1oadTnmhL5tKbfYKbfYKTJaqj1+LgGB9GhUaJRgYsaMGcyYMcNj2xdffNEYhxZCCHGB++WXX/jrr7/Yu3cvYWFhXHbZZU1dpabXZyoZGRlEVh6udCb+ocRf8SL89i/iN80Hv2glEDm0wr1onbJfBPi2hMBo2L0QfefxJATGgKlY2R53PXj5QsqPGErSSQyPJb5FN/QFqbDhJbTD/oE2LA6vCD9iwodh0ujw0XijDQhGk7sL9nwKe78Em4l4qxG8/IlvMwyK0ij3bYNvymol2fvK56DHrZD8NfEZuyj2vZJDvno6FmczovNkEk0lSgJ2eF9lMb3cg2xe+zDbfLRgt7Atb7f71HsbcplQfBJCu7E7dxe9tcHEnzhI4oEvWdS2K729gpmcfYh440plOtrRL/KjTxg5plxAmTXI1WgvNhXRO6xPRW5Bn6nEOywklh8loyz71BFV1KbycKSKqWqV2aJMtvJaZ2QqNhWRakglMqAtyflJeGu9a5zBaXDrQR75EBP6tsXsKEXVYgsGc0i13gpn4SA2bN7N6MtuID46HkcbX8otdg4Z17I/eQXgmRMxoW9bMjIzar1TX2S08N+NP7GnrGLIVE0N66q9Mab8bpRmDsUU0q3293AN17IiGPJcWLAujflgfx2+Og3z1hzCV6ehq6/n464ydhwr4Jkbe55VQCEzSVWQ2ZyEEEI0qdTUVG688UaefvppNBpNU1fnwuAfSk7M34is6xCnU/TeQUqPhF+055Sw+5dBxl9KI79ESRym5LiSN9FnKpTlQ9ZWZcG69N+VbX6hJO77lEURMZC5k4Tco8rzdi+C43+giR6KJryPso6EtQwKUuHoWghqBy3jIGc3etQkhPRSciIAV1vOYMwhcc0M4tV69HkH0HceT1BwJMmmDJItZaRveYVttmKSHIU8ovFC7x8Ky6YQn7oeQiIZ7N+DGL927NX5kFx0kK6tB6Dvdx8TLCX47F1M/N5v0Q+bTXyvaSSpjGzL203fmHHo+0yH9iPR95nKkD/+yfdAjCYA/5AYuod080g6dq9P4R+Kfvg/+WdJOv/b8z866jsyoeOEGq9/1QZ01YBhZeoP3Ngp4dQMUp6N+CCfYHYf2YW1NIJJnf/GhI7j3I9VzlsI1OnpH3wVz317kKlXdGT38SJ8Wu7j65RP8dVpSeh8E99uPs6CDUcot9i5ZXA0UGnGJG/w1Wn47Y9wd4BR9Q79mBhlqGFNw6Fc07l2iRvLwNARGMzFqFps4Z7R3TwWk3v1j8/YV/6jOxn9pv5x7qFKRUYLS7YfxKflPq6NGYfD5ltjD4HeO6haMOSqq2vxu9M15ouMFsotdqaN6MSEvm05cqDA4/EJfduy41gBf6XksXJn5ln1MMhMUhUkmBBCCNGkxowZw0cffcTJkydxnpp2dOHChWd4lqhV5aliXcnXamUGRXcgERIDV8+DsFOzMrlmegLl57FfYeybxDusUHKEeCsQ0AZKs5TVsZ0OOLFHWdla46ssVleaqTy/83g4maT8326GY79Vq2JizhYWtWwN2nASTgU08cVpmH79BzjtjLCVYlWVsy0onJWWHG4z5kFYd/SWUhLaDMag1uJz4Cem9/gbm10zCHkHod/1MQn7Tk19O2g6ev9QHqmcm+AdhEF/L4nHExnbdzpBuz/AFN6Lr1KX4aX2YlvOVnqH9aGjvmO1FbHbBkbx76Ev1XjJDeZiVqauZH/BPnbn7gKUQKHysJ2lKUv46uCXRPi3IduYBVBtxqctqdlsSc2ns+8I9N2D3OUAfJy0gO8PL+VkWQ6bD1g5lBFE6p+fcDJ1CLcN7kIvvxsYGDoCAJPV7v5ZU6N3RPdADpTlct/AGwF4/c9PWLtJaZy79q3tzr+7Ab7Pl18issn0UqbpvbP7Xe4E7JU7M9mSmk9ABICzWrDy+R9H+WLvDwS0/RNQpradt+YQ5RY7vjqNR1BRdfrYz7cerfPwopU7M1n4RxJd4tIYZ6mefxLsr+OZG3u66ybqR4IJIYQQTeqf//wn06dPZ+7cuTz44INs2rSpqavUfLiSr9tdAe1GQFgP8A/F0GcKiVm/E3/gO/T97qvoxXDN+JSyGvIPoe9yIwmGfCg6iiEgXEmmLshQkruDO0DOLrCXKzkVHeMhJA7yD2LI+Mu9L15erAyPwRwUjcZYxA0n9hKftRdMhcR36YNhwL0k7llA/IbXmVCeR2JIJIEFGXTsfCW7AbPTAX/8BzbOwdApnsTIHkoORElXCO1IQpsRsO0D5Rwq98ac6tWpaVXqRckLoftdxF/xIitTVzI57lb6t1IW0Z3WYxqbT2xhUfJCDhcd5pF+j7qfV9uaC4nHE905D73D+mA6le9QdTamyvkONc34FBuhZ1/5j6iCOwA9PXo6UotTAdh5cif53lm07hyKVZNHjz4+eKsHkPh7NF38SrhjWCg+XkoPn+tnVVvzNrCnbBlb80IA2FO2jJ79uzOi+zD3PlWH8VSui6sBbvbfyLa0rfirWtE1qJ/7ucPjwth67Ep6tevMhI7XsGKrZ2AyoW9bth4bxt5MMIV0Y2zPQA6UHcfsCGfBmhz3flC9B6Auw4sq916szUwj3/sX5m/148aW/artKz0M567ZBhMWi4Xs7Gz8/Pyk21wIccmw2+2UlZURERGB7v/Zu+/wqMq0gcO/KZn0IYRESggQIIReghQFxBJcVhEhoigqoCi6CqvoqiurWFb9VnF1LauCgsgiUlRa7AGlt1BDCCFAKCEQ0tv08v0xzDCTTEghJCE893VxJXPmzHuec2bIvM95m+bKmGFEo9EwdOhQ5syZw/Dhw2XwdV3qMhp2zYUTGxxTxp5f6Tpxy2uOgdqnU4lXas6vjp0Dax6j+JpuJLbrT9zp/Wi3zIa+D4M6gET/AMdgav9Q4k/uurAuhUINN78FZ3ZB2grIP0Jiu2tZEHoN+DeHsG4ssRU49g1oRZBKQfzJXcTZfUj0D8SwagJLNHAgvA2ddUEsaR1NYqsYercfAZlrOZZ7gNN2f7aHR2EoPc6S9KX0Ce/LvTH3EdfxDkci4Zytqu9DFNtMJB5eTlxpviNRAkdSdT7BcHU9CoslccNLLDk/fWxK/kHX1Klx7eLYeX4q1cWpX3NOf86VBLivKu1MFnqEdqd1YGtir4lFo/R1JRbuLQ9a32auqV/bBkUAClfC4ayoKxRmwJEEFBuLPLpd3dnhXo7lnWFs1H3syNnAqKhRJGQkML7LeJLO7nJ1Myo2FhHQchcTb2pPQPguio3hrnEU8zYms69gIw8PHOZaTyNYo3UlOTtz19MsII7NxZu4xtQeo62UH46v4I7OI11JmN5kca358N2uXhiL2kOzE3y9N5E3bn0UgI1pOWxP16Mihri2KgrKTAzoGEqfdiGurlOvjR1Mwp5IhsWEM2fnN+zXraRbtJZpIwZeNFFwVv5PFeTy7uYVPDZgLJHNPbsDureqvH7r/czZGcBjA8Zy7tiJGv4HEtXRZJOJM2fOkJub29BhCCFEg2nfvn1Dh1AtKpUKi8VCWFgYX3zxBWfPnm3okJqOw6sdU7y62/ulY4D2gIeI6329o5K990vHgnFAov6kI2nQtyU+IBKKT4JF52hlaN6RuNP7Ha0QpjJHtym7BfZ+4RrgXXxNdwzX9ODeU5uJC+oA+5ZhiBmB0VeLb1YScW3jwLcliYWpLDi3mXvzDnNts1YkNWtJZ10RbU1GMjW+tMjexbUh3UgC5imDSGoWxL2FuY5tOXvpd02sozLv3hqx90sSDixgSesuGM4cZhSQaDjrWNwOYMhzF1oqNs92XIfBj3mMSXAmCWqlo4q0J2cPZ8qyaB3YmiJjocfCdGAnq/AMRYcKOVN2hmzdOTqHdD5fkmfLAzjGYezL2YuP0ocfMn7AT+3nWu/CMVD7PtfCb841MJxrPbyzfhkltmy+T/uZs+YUeob1YtZ1r/J9+ncsTV/o6mb0ffoalqYv5NqWA/g5fadrHEXCntP8cPQXgiI289me4+jU6Y4B1NF38XTsDI9ZoxKLfuXczgC2pOcQFLEZf43adY3c13y4q38MetNUTpm3u7pMgedYBMD1E46w81g+epOVR2/uzANDo1i0KYO128K5ZfCYSqei9WbOzhXs161kzk5cSYz78Z0/QwI1rufPIcnE5dBkkwnnPOVhYWEEBwc3cDSNR0ZGBlFR0pznTq6JJ7keFV1J16SkpITc3Nwraq2GDz74AIVCwcsvv8zq1av597//3dAhXdly0uDXZ+DW9xwVbFOZY/vAaY6ffR9yLBbn1hXI1TKRuYO4iFjHatMFZYAdBj8LgLZVP+LtwOG10Kof6PIpPpdCYrMWxJl1aMN7QX46iS06sMSSw72RQ0iMGMQgBfjlpDIqMBJt9hHoNBbCexBnM8E1Q4grAwY/yzfb/4/1IW14wGjh94BrmLJvJcHDZpLY42EGNetC5z/+Dvp8pphV9AzsSFzY+S4rbmNETkePZH3eNrAZoNMIEkMjWZC+BSJjiY8c5nGZiruPcyzWd+0zrgqse3eox3s/7lqgbunhpSRl72TFke9dFX7ndK8AY6+JByAyKJLhbR3jFowWI4tTv2ZUx1Gu8iubkcn9p7OlolBfRnf/P/NQ13vR+jZjTI/BZOzaygM94sk1D/L6WnCs0bA7IJ+RbW7AVBLBgLDhnMgpZfvRXK5rM5h08zkm9Y5nZ/46r6thx7WLIzMzk7F9xxLldwa/Fp1ccd3c5g6WnzrJA8Naomi+gxLTLYT4NeOB6x5Cqda7FhQMCWzm6go1LCacbm0c528wW9h5rOIgaOdPmwUW7ax8DQx3jw0Yy5ydjp/lx2TUddelqqaQvdrXnGiyyYSza1NwcDChoaENHE3jkZGRIdejHLkmnuR6VHSlXZPc3NwrpnunzWbjjTfe4J133iE0NJTJkyc3dEhXvl+fuTCY+v4fHF2b3LkP0Hbfdus7AI5EY/NsOLHe8VzZORi/0rHInEkHA56Eg99B4TESw6McrRinU12zPcUd/g1C22IIhwUnEkj0U5EZ1I0DZcXc1+l+on0CYP1rjuO0HeKIEdh3+H+cMZxjrtnAf31aoR3+KnQZTfzh1dBmOH7Ro1igSeCI/jhP71uB1jn1rZt5R7/jjM1A26C2jBr2f6DLh52fEHdqt2N9jfPHAkg4u5klZccwnN3MqIDQCl2XIoIjXWs2PB07w7Wo3KiOd7gq/ABZWWe4q8s4V+tCM78QQMGKo98DcKQw3TXuwllGsEbrkbh4G9ex8thSSk8PoWegYxzEquNLKLFl89vpNR4Dwcu/9tfkM2xJz6HkXDbb0x3jKHYfP8GuzKO06voTFp9ctuT8xr7c3fQM68XNypa8u3kZ+3UrOZCbzNOxMxiiHUpk8zCm3BAGXFjVOmHPaeatP0rckJP8mr6S1NPFJG52zBYV0HK3x4KCzgp9sbGIFpH7HNPSWvxpHujL8B7BHomHs+K/aFNGpQOxywvWaOkaEEewRlurNR/cx1VsTMu5pFWyr/Y1J5psMiGEEKLxUyqVqFQqdDrdFdWa0mCcszO5tyqUd+t7nj/dX9dltKPrk/P1lZXX9yEozXGMgcg9BEvHOH4ChERRXJJJYngUg/Q6OJ1KXH4mxX7NSAwOJc7mQ7zVRvG1z3Ik9UuSyKetvoSkQC1m/Tmea/8wWv8WnLbqmVd2mCklp4gIjuQp3za8UXKSIh8/Esz5+JWUMeiXaWwvOsogXS5FBQdobS0lyR/+Ezuep7uPQ4vnwGDnmISIoAgSjq1hVO4J4o9vh7CuntcDuLBWhMJjPQf3irmT1rdZhdWoHdseYJduV4VpYBOOrQGgdWAbkrJ3knjS0QXMOZbCtSBeJeLaxVGoL+OwfzHDezh6V0QERbAvZy8RQd7HE7jGXYSUEhSxmd7tOzCgw3WM6hfBsJhwstb/D50qF4s+hOb6kfQOaMeAsOF8tyuNLUez6BgZQ1L2TtYc+ZlTR9pwTcdcduau91hp2znN6vVde2FJNhKmVTAo2p9hMeE0115odXEmClrfZq5r+/Ph7TzV72kANmStZWn6wgrX29lKoTdZPSrn7nf+wVF515uszFt/FHAM+N59PJ9hMeEUG4tYfvAH9qe05Zk/xdI+PMjr9XJfY8LZDat8IlDdaWiv9jUnJJkQQgjRoNLT04mLiyM6OhqlUolCoZCpYSvjnJ0JKl8ZOzzmwh14Z7JgKoP1rzmmfHW2Wgx5zrF43PrXHM8PnOaZcAx9HmKnXEgkQqKgMAP8W5Dog6NForiI+GObQduOxf4ax1iFwlwmHN+B9sQGpmjaQNk5xp/cz9KI7iQFNSdxx9vE6/OY1+UGkixFsO9TZg19i5iBM/jvtvdJNOdSZDOzxJDJTnsxKRHd2GM4yT4NQBBtA1qTpDtDYu5u4ptHuSqrztWlu4V2v1Bpjx7vmnq2fPI0quMo12rUTu6/V8fpklN8nfM/WpVcQ0RwpKtiPKrjHfip/RnUaiDbz+5wlescZzGo1UAWpy4CFB7doJy0vs0I8Q/koH4pO3NbE9n8LnyVvgCun+WVH3fhPLZSHUr78Gb8+0/P8tm+ubS23I6PLYzlm3KAFXRs5UtQ6x1c3248If5DKDjThZUHsyht7hiTABdW2p63/igTb2rGB3u+5+gpXwJb7aa0aAgb0yJ5YGgU8dF3uVatztFlsy9nH4/0fJRWPj04a07hnY1fcyrXzLgeN7vGhrgLCdQwekAoa4787LFuhbPirzdZSc0qYkt6LlOGd2LaiC6M6hdBwp7TbEnPJbZDKMoWW1h1YjGlJQN590d/BnUK89rq4Cx7WEw4sR1CvSYC1W1xcLbCFJaZvK7N0dRJMiGEEKJBffDBBw0dwpXDObbh6K+OSr9znYjKOJOP4a84FqjrMho63Hhh0LKXfU8f/4N5lmymWMqIUAc6Eono26BZFCT9FyIGEZeb7GiRMJ+/ux8SBdd0AEsOBLeF0Hwoy2X7iR9JiuhGz6ghPJ32G4mhbYnrPAai1Uxp3gnObWFK2T7ol+uo7A99Hk4mOtayyMoGbTuw6+h4TSzdTvwBHW9leEw86zPXu6Zfda0gbSxkSdpixnaO596YCYDdMduTe0V975cUr/uHY6zEDW943BV3Dj52VsLdEwFnZb/8onTzDszjiCGdeQfmubpEnSrI5b87ltCltdajO1OxsciVvDimknWMt3AOwi6v/FgIZ0OKyWb0uPPvbX+tbzNXpR4cyUBEcCT/HPpPwHHH/YTld/brVtJJEc+1LQfwp6ibiAiOpLCNiZwzhdw/YCwbzwa41tsYFhPO9qO5JBUvJdeWSlTbGK6LuB9Ce3lUxJ1x/HL8J86UnWHO/rn09n2CYPtWrCoTBRF/0Cy8E/HR471+ZBNPJnoMKAfPFost6blcHx3G3YPaeV2L4seTjoHvkaEBdAnRek0G3BfNa64dWWmiUNMWh6u1u5MkE0IIIeqFxWLBbrfj4+Pj2vb999+TmprKgAEDuPXWWxswuitEYBjkpDhmTvr1GVcLRPlKrouXdRcId2vRGDgNNIEeycU8czZJhYC9lFllOmg33NG1KSeZhJadQWVgVORQ4je+5Zg2NlMD1/6F4ckLORIcxPCDCWDSUaxUYuh0M/dGDCIuMg5ts0+5JX29Y7rW8BgiynKZtXISxcd+4/strxF37TMkJr3HgrJj3BvQnsmnUxnUcyLb2/Qi7uwhtAd/hIgbITgSP7W/Yx2IvBSetgcSH/sYi4+uAMDXZmNCz/sdrRBJcx0DrXN3O65N34dI1J10TIt7MtGjEp9wbA1L0r5hz7nd7MvZ67EmRHz0XRWmao2PvospPadQWFTIlJ5TXO/DP7e8w1lzCgePQYh/oOsY7l2p4trFUWQs5FjRMa+DoKHiWAhflR8AmaWn+SHjB1cMle1fIRlxExKo4fnh95B4MhSDRU9S9k46h3TGT+1PXLs4RnQOILJ5GPYsNUvTF6I3KNmf0paU0k0Yz/SkWw8FsUF3cVeXWEICNRQbi/g+fY3r8xcffRftArrw/q73ieJuFm3M5vrogWw/dso1a1N5zi5Fw3sMhx7e4761VyuvYyncB1w7W4UujNHQVEgGEvacdi2a55ztypuaDuS+Wrs7STIhhBCiXsyYMYOhQ4cyfrzjjuQnn3zCJ598QpcuXVi6dCkvv/wyd999dwNHeQXwMiai0j7/5Qdblx8jUf75LqOZ8ss00IYyxayCLY5B2ZxcT2J4FEsiuoHxDIT3wm/INOKUWrS5h+CPl9iuspIU2I2evccTf2wjiQozS4xnmOwfirZ5FASF0yx3B8WHviWxsKuj4jnmqwtrXvzyOHHpv0PbvsT1fhZtYBT0fYj4wDBokwuu9TByiTt7iANhfUjK3Ufi6VTiT25hVKu++J1OJa7F9Y7kastrxG2bQ0JZBkt0JygyFtLMN4RBg58Ht65HFzhu/XfUdqTfNbEVZlxKOLaGpOydBPto6RHaHXAM0r4//EHHHf0yE+9uXsZZcwphqk60bBbEoFYDXYmeM2lwlneq5BT7cvay/ewO4s+//mIzAo3qOAoAo9VAt9DuxLWL80gibRZ/j9e7JxfeynY+72gx8adQX8qSNMc6El1xTG9ryOtO6ekh7C9tS3LRJoIiNtNR1Z2+/vez8PdsfGwnUar1HFcuY1/ubtf5JZ5MJOtEJ47uGs/g6yOZNsLX0Z0oLdS1krW7YmMR725edn4V7j48MNSzcl+TO/4eSZWv9/1H9YvAaLvDNVNVXblaF8CTZEIIIUS9OHDgAC+99JLr8aJFi3jjjTcYM2YMv/zyC3PmzJFkojrcx0Scd7G70B7cx1w415dwH0+wdAwRuYeYBXDdcxDa2bFORdvriPMNxKAOh1ObIaA9C3QnwK8t8dc/Byc3EXcmCZp3ZFDcDL6PupFBWSlgLbwwhWvkMPSB7UlUKRyJj6mM+B4Tibv2GfhtGnHpv6O1mok/sRO2/tvzHM8nPcXGIhI3vETctjk8feMrJEaPJ65sKaT/iDasB/Eh3aDrOL4/mehIUAY/hjEsBk6c4GDeQdIKDmGw6JnQ7YEKl6b8GIqKLT2OZKPEXMwHe/7Dv4a949EKlLDntGu9hO6R/ixJ+4b1mRs4Upju0ZoB8H36dx5rSAB8tyuNr5PXYLTdwZQbHN17PJOAZvip/ViStpjJPR6u0JWp4EyXCq93j62yyriz8j1vQzKlp09z1q8T644WMatdKXf1j8FXGcSwmHDW7NOyV1/AOetBmrdOY9qIgehN1vN3+He7ziXxZCILUxYwsvWjxA/ozICOYQyODqNEb3YNeQc4kVPKB7+k8dSfYthVmMh+3UpuGTzG61398nf8L3Uq1pBAzflr1KvKfcury2lgm8qUspJMCCGEqBdFRUW0bNkSgKNHj1JSUsKf//xnAOLi4pg1a1ZDhndFK9/FpVLO7kxdRsPKSY7B2IUn4Ogv4Nf8/EDrjtD9LvAJcCQSAeHQohvaffOZcP1z0Hsqxd3H4Zf0nmPRt44jIHMr2mbtiD+8lu9t01gQFMQBdTOe3vMt2uDOjtaPP17Gv+wEcbu/AoXZkQR0uA3twW+JP/ijYyG8FjFw7gCE93AkN+VmrEp0JgkDHiLeYia+w20UtxnG90nvMQgF2wtTiTv0LXHn19RwzKyUAOBahC41P9U1rat7wuB+DcuPNwBHsmG0GNh2dhuZpZkkHEvAT+1HuNUx08/wHsEc0uXw2ICxNAvwwU/t7+pC5J40OOMyWPQ4E5TCMhOHy7YQFLEZvxadgF7l7tY7koDK1paIaxfHGtPPHq93cp+FaVS/CLfuRMH8duoHDp8p4cFe8dgs/oztHM/6Q+fIzDfz9k9JhLZK5/6+cWzOXUWmtYCD+/tz84AursXlCstMKNWOO/zObX/u8GeubzOEEIUWQ6keP7USY2EhpVYDUS39Sc0q4rrocD74Jc01i9Krd7uP96hYqS5/x999JqZZY3tdlop4ZV0H63JcRFMZYyHJhBBCiHoREBBAWVkZgYGBJCcnEx0dja+vY2Yau92OxWJp4AibMPfuTUOeg82zHYlE9G3nE4qMC/v2edCxNsXJbbDlXdDlQMoSj+K0mmDir38FAto5EpM2A2D7hwDEZWzlQLveJDWDxMGPORbHA8dCd8cS0UaNID4vzXHcHR87xm2U5cDZPTBwumMmqd+eh8Bwx3iHpPccC8s1j3K0cgT+QZxSS/Gmt0i05GFoO4glZcdIDGhNZkQ3CI0k3i0xcLY4DGo1kM/2f8a+nL0kHFvjGncBFaeD9dbSo/VtxkO9pnBXl3EkHEsgOXc/KXkHGK69kWHcwM7c9ezXrWRnbqjrdf1aDOFggJ6Huo71qJBqfZu5ju+n9kOXHcuGnS09xhMknvS8W3+qIJc5O1fw2IALZbknQHd0HumxUrWzMlxwpgvz1mcxZXgnjylVD+lOumZrenejldSDXbk+OozMfD0tA5X4h6ayX5fAuZ3pnDWnAHDzgDE82u8+Vu/MYVQ/f693+H3M0KwESs4eQn/kGEUGM0a1jcDoTsRc05LA5o4EccZIx+QBT/0pBq1vUJXJcLGxiDVHfsaQ1524blGuKV2dd/arc4e/1GjzOtuStxaCyroO1uW4iKYyxkKSCSGEEPWif//+fPDBB4wfP56lS5cybNiFFYkzMjIIDw9vwOiauPJTyroPzP79VccsTW0GOJKLgdMcycfqh8BcBkofsOgcXZ5O73AsZpf2A0Td6Ng3MMwxiNtQAP4t0MaM4Wl/LYnmQuJsPhcShiHPk1lgpO2NLzu2HUuk2GYmMWs9cTkpaJ2Dysd85YotceM/WGDIhO3/In7Ym2h/nEZ8+o8w/BW+H/yYY7D2KSvXnh8/cW3LAcR1vtPj1J1rQCSeTKSjtiP7cvYCigsJQ1isI7lyG6R+sZYeRyLgR0reAQBMVpOjHLcExFkR7R2QT+Jmx8JxDwz1bGUZ1Goge87tpshYSFyPYKCPx3gC99YLpVrPnM2OqVrn7IQ3bn3Ua1zOY7vHMD56oqtL0se/HXZNqTq8R39+O6UhNSuPqLbBDG3dhrhuUfRop6HAuJYbu9/C3L0ZTO37IIeL9+NcsG/1zpxK76abi4vRnczkyE8ryTiURJhfC4J9mpFfpkO3djXB7dvTa/QEVB06Ehmm5b0H+lc4D/eZlu7oPNI1FkTRfAdL0xdSenoIvsr7mHF7ewJ27mZ4j/7VvsO/9ZSBlQcrtmh4e31lXQfrclxEUxljIcmEEEKIevG3v/2NqVOnsnDhQqKjo3nooQszCK1Zs4b+/StWLEQdce/etHm246fTTa9C8/aeMz79/qqjy1NoZxj5Eez8yNH1aMtsx/Mn1zv+aQIrJieA9rv7iD+WeOEY5/fL7jyRtoFhrlmkEkNaOu7+hrQkvmMc3PoexWofEq/pSJzahzifMDj6G3GdYy50ywrrCj3vY5BfAAc2zGR40lcMH/IctBzA+C7jK3ZNKct1DfJ2rsHgPusQm2e7Eq3ia6eSeDKRHqHdWXRoER2bdeSu6HEV1oGIaxfnmvVJo9JU6BLjrIB2axaLxf4DJu1Zio2hHlPMzjswj305e9mXs5dmviEVBh079lW41sx4bMBY5ux0/KysC86FNTf0AIztFI9CaeaOAaHYLP4VZkJ6uPkkvvd3dOma3KMZ7cN70bzwMKtSfkN3spCz5hQOF+93jSXR+jZjVD9/oOLddItOh+5kJhmLl1CQm0+IT3MsZl8KTCYKDCUofUzkpZ8gZf439H1kIrbWbfELCiTA17MqWn6mpbxTfZi3/igPDIthfPREDKGO9SfWZa1xtQSN6neH15jKuy7Sj3PmAFeLhmsGKC8tBNXuOigkmRBCCFE/IiMj+emnnygsLCQkJMTjuUceecRjylhRB8rP3OTs3vTb8xcWrzOVXZga1tuK2r3uhy4jKQ6PIXH7v4i79nG0B5Y6WiFCohyvL8v1SAC0SXMdU9c6hXb2TF7AFU9cQQakLCUueRHc/CaEx5B4frzCgdxkpnT+E+TtBTuuRKK44CiJez/G0HYwSeZ86BNP5+YRJB1bidlmZl/OXgwWA8Pb3sC8A/OYYsIxtmPwY8R1vKNCYuCeCDkr4800zSgyFbEvZy++Kt8KA7a1vs147trnSTi2hqysMyQcS3BV+su3DhzU/3R+mtggj2lik7J30ie8L91Cu1W4++1MFpxjO4wWA5HNw1wtEt7GdICjteNAbjJGi5EVR7+nT3jf8y0xMKHbA4weEEriyTUeSUj5O/ADwobzuyWDuzvdReeQaFLzD7rKiI++q9K76ZbiErIT15KbU8ikH1dUeB7g3zfchqlUT/L3P9LlwfsotatpVy6ZKD/T0tJTOQD4KoO4o/NIEjWJKNXtyq2rUb07/EG+SmaN7eWxmjY0nRaChiLJhBBCiHpVPpEA0Gq19R9IU+dttey+DzkSALPO0dJwavOFir/7FLE974OsnY6fZbkk/jaNBRrABPHnuzMR1MqxenbWThK7j2LBiQTHDE1dRjsW1WsRA+eS4cQGOPCNowWkHNfg6+jbXJX6uHZxHMje5ZgBKe8wSRqAMsdK1l1Gk7j3Y0crA4O4tuUAxxoJPgFM7vEwRaVn2MdeMOuYd2Ceo4ywPsy6+U3iuo/zuJvvPmXrdmdLSLs41/oSwT7BlJhLwGMOIrfYz4972FDyB/dyYdVp51oUjtWuYWzneHxV3lfaLt+y4Oy77+zS0ye8LwC+as9Vr51doJwL9znL2H52x/k1I6Id18NQ6OrWBd7HAZS/A/9r8hlSsk1sOVRK89Z+7MvZW2EAeXlWoxHDuXPoTmVWug9AWLAvRlsJ+YfS6ZCTQ0CzZhX2KT8O4+5BF1pUEk+u8Yi/Ni0HkjjUPUkmhBBCiCuc124v7l2P3FspNIGOJCD6Nkci4VaRdzm82tES0OFGAOLSfoOYEcQNfR3MOJ7L3OqY6Sn9R+IAQ/FhDKalFJ9Nc4x/6HQrBIQ5konKeFlUT+vbjKftgSSeTmVQl7vp6dvCMX1s8/N92W94A86fK3jOyFS88U2anV9roqSvYyG5KT2nUKzRVlhwzlmxdiYPBoseP7U/U3pOoWdYL48VsCu7znHt4sjMzGTU+RYP9ylfwc6StG+Y3ONhj0pvpQsMcqHv/qO3dGdyj4fpEdodH6UPw9sOr3DpjhQeISl7p8cK2s6WieFtbyAiOJJiYxHN/EIqnQWqvGJjEceVywiK2H2+ZcAxGHxA2HBW78xnWIyKjWk5FQYw2wwGSg4fAbud5m7bZ86cyZQpU5g3bx5vvfUWah8jhfpCggNCKEtP55ouHSscv7JrU6QzkXWiE918RzMg7ML18DZ42rltWEw4G9NyXD8jlbYmMx1rYyLJhBBCCHGF8zrzjPuCdG7jAjzGT3S40XsXp/JjIMAxK5MuD6wmGPAk5KVRfGI9id1vI27o6/htmsUCDfiZc4m75Q0SQ1oS12YYWk2g41i/v0qrrCzo+taFdS3cu2FxoTI5KGY0GM4S3OMe4o7+TGLWRuICQitM4ep+vsXGIhJDI4nrPQV6TmD72R08HTsDwJVIuN9hd/50Lk5nsBgqXMP44MiLXmetbzOGaId6dBlytEjYzycACgwWvav1wNsq2u7c++6HBPZyJSc9w3p5xOJcQK9PeF/i2sV5tGi471/+WlU1DiDxZCL7cncTYu3EDW1uce2/aFOGaypW53Su7nf37XY7NoOhQnlTpkzhr3/9Kx9++CFvvfUWgeogdEoL4YEh+GNFgf2i1xcuJFhr9mRyIlcHdKBX8IUB7d4GT7tPHbslPdf1c0z3AE7ZmsZ0rI1Jk08mftiXhYH8hg6j0TiTVcbu4iMNHUajItfEU2O4Hj4qJbEdmtO7XfMGjUOIK0WVi9aVbwFwJhnhz3nf3537/isnOVozVBq465sLq1enLHC0WqQsIO7aZ0jM3e2oFGoCie/7EMUrJ5FYmEpcfibsaONoHSnLcQzoNpW5ukAlHlnFgvSljtWtz5fL4R9YENHNUZYzcSjI8Jgytrggg/9smeUYQ9HjYTh/fIPF4Fo07tqWA5jSc0qFloVEt1YO90XrvHHe+XeuZl2ec6Ynx5Sv/h6/O1tDvK07URn399X9rr2z21K30O5ofZuxaGeGR4vGgLDhHlOgXuyOv/tzce3i2J2Rz9pt4axveaHC7kxyhsWE06OdBkXzHR4Dyu2AUW3DZrdQpLO6yp43bx4ffvgh8+bNA6BEb6O4VIOf0kYrXz8UCs8uZN4+x6P6RbiSgQEdQ+kd2dxjvMOwmHB2H89nWEy4x2ucz8V2CHX9jFTm0qdP05iOtTFp8smEEOLKY7baSD5VJMmEENVU5cwz7glBdXgbbwGO2ZaAhK63wtEVDNe0AKuJuG1z0Aa0I37ERwDEBYQ6fraLg6S5JBamsiCiG0Xhg3gIHGV3rFiZjss/BadTGdR8AD17POyYttWvFQSFEnf2ELRxLGSXmPSeI4lJeo/4ER+RmPQeSeZ8rvUJ9aiIui8a93TsjAp3vss/rqoPvnNMQvmWAo9z8FIhdlbuh/cYDj0qjpVwKn+XvcRU7Epetp/d4YrVfbXuYmMRiuY7ePSW7tzVP4aQwF58nLiX79N+pNBwG9Pi+la6ZgJUbA3425BJBBVsd1W2i41FrMtKZPSAOLS+Qfjn7mdJ2mKMVgOa4hu4s39brCozgdGdyNq0nmD/QFfZb731Fm+99ZbrcbMAxyQLzQI1BHfpjNLPjxK9mVW7Ms8fzx9ddiy2Nv5wfphISKDGY9B0+a5JG9Ny2JKeS2yHUNqHB7le42x1cG5rHx7Erl35MmbiMpBkQgjR6PiolPSKrPhFK4S4DLx0Nyrfzcm13+HVJPYdz5L0pQD4nU4lvvtEx0xMbvtqfZsR32Y4JM2FLqOJs5kgNJLwsg7Qo7tjJ7MOWva7UHZgGNrYx4hXaqDvQ8Q7Yxn2D+I3z4a1L4FS45gF6tpn4HzLBODx2FlJj4++i2JjEX5qfwa1Guia8vXalgNcLQtVtuiU49416vv077y+zj2xc87G9GvyGT5fmwV0qTAFrLvyU5S6BpGDq8uWx7S2wNcpS1mavpDx0RMJCXQMWj5l3k5QxGZOmVsAfStt4XCfxtb5MyRQw4jOAQAs2pThGgzuvKac75p0+EwJf2w5jAK457q2KFtH0KpTd84eSeGDPw0kzD+MEN+KN4SaBfhgv6Y1vuHh2FQ+vPrtHjYfdnSdci6opzdZefTmzq7XeEsA3MdFuF8zUf+afDJxe582hIaGNnQYjcauXUX079+56h2vInJNPMn1EOIq4J5AOFshjv/hWDAuMMx7S8amd2DrbAYNms6e8L50DGhNXIvrIfYxzzEXzrJNZY6B3uBIEvZ+yV5FxIVF7pyDwNN/vLBeRWUtKOXHcDSPcrWCOB/H3fCGo5IccKH7jdZiJv7cMb43lbEgfalr9qeeYb2I02hJOLaGymZr8sZZif/ebfram1Q3e93XfXyEc+G4qiq8SrWegJa7UapDAQ1Tel4YRF6kM7M7I58BYWa0vhe6JxXltKf09BAMod1d5UwbfBdzdip5bMBYj7ih4rSylbVqlR8M7kw2RnW8Az+1PwPChhPtfwaa78Bia0lASAtaj7gV3bkcdEYLgeogr+dYpvCh04hb0Gv8ScvIY/PhXK6PDmNUvwiWbz950evjLT5o+LEPV/ug7iafTAghhBBXjbJcx+rScGF1am/7OBeAA0cF3bnuxN4vvVfmy3IhzbF2wPaiNPYZ1fTrEYu237SK+zqTk+GvwIh3PBKWsG5/BW7xHATeZgCU5lC89h8ktoohrnkPtL/Povim10koSgUUjOo4Cm0V3bS8duU5f9y4W96A81O39gzr5RorsSTtG+DCWInKxhWU5z6FbEiz5gzjhgp3/N3HR9zReWSVZXo7h4jgSFf3rB3HznBQ/5NrBWz3Fa4f7nOfR6LiviYFeFZ2B4QNZ3dAvseMSM59nJX5Ln4211iEuG5RtA/v5drPmXwUG4s47fMdSek7CfTVMKbzWALatSXy3nvJW/4DJTlnCQ10O4BCQUC7SDrcchP2a1oTqA0iwqZnQMdQos53RRrZL4Sj5nRUYWcpNoZ7vWaVtUg0ZIW+MSU2DUGSCSGEEKKp2PulqzXAdbff2z7pbms7BIY5WiT2fnlhhezyMzzt/RLyj0BYV+JueAvKjld/sLfbtlxFLG3BswXifCtFQsvOLCnpgsEEE9J/JNEHlpyvE/rZrMQXZle6uF6xsQiDRc+9Hcd4jK0o7j6ORN1J4npOIC4gtEL3HsdK0Qri2sW5Fp4zWAxM6Hb/RS+z1reZq5IfXuCo1JZ/vXOw9pSeUypUigvLTHy3Kw2/Fgc9Eg1v3a6cScOYjuNRnx3jam2obK0Kb9wruwCJm9vRNeDCAGvnPvPWHwU4P+uR51iE8pV192Tp5khH64yPVkuzTh0Z+PhErHm55BxIQ2Mzo/b3J7hLZ/yuuQa1Nhh1gKMb1Ya0HJJOnCal9DcC/O+geevDXhf5c0/UEvbkV6i4F5aZeH1FsteZpi6mrhIQbytoX00kmRBCCMHQoUMpLi5GpVJhs9lo3bo1I0aM4LHHHiMoyHt3hYYoU1TBuWBcy34V145w8lbZd1buf3/VkYw4Z1hydllyrmDdZTTaw6sd08SWr8C6d50a8pyjAnh+XIH2fPnWXbuAcusJ9H2IYkMhybojYC3l9+BQhkc7pps1nG+ZiMs97hgzARfKLtcKsCTtGyYHdkS7+WPX2IrE3N2Ogdq5uwEqtFz4qf3dKuPOaUo9pyt1Kn9M5x36XefPqfzrLzZYO2HPab5OXkNQxGb8NepKF5CDcklD7wvXvMpB927KV3aNttIKMzKN6heB3uSYiamLXwF9+kR47OesxOtNVvw1qkoHk2uCAtEEBZIfqMU/pCVaPxWBfj4o/fxQ+fpWiCu55FdSjZtd61o4Ezz3GanWZV1osRnV7w6Pc3Fezy3pF7pLVVddtShUNai7qXeDqtdkwmq18u6777JixQqMRiNDhw7ltdde8zqmYfv27UycOJGA89krQExMDEuWLLnkOGx2GyaLGaVSCYACBT6q+s2rbHYbJqsZpaL2MRgsRtRKFdjBbLPg7+N3OUJFbzbgo1SDAqw2G77qi/9HMFpMrvOyeIlLbzacP1cFFqsFPx9fL6U0fhfOAyw2K37qqs/D8Z6pATtm6+V7z+qLzqRHo/LBDpitZgI0/rUuy/V5hiZxba4k2dnZ5OTkkJCQQHR0NCaTidTUVF577TW2b9/ON998g0qlavAyvanJ94q7xYsX89prr/HUU0/xxBNPXHIcjcbh1Y6pWzvd6r2LE9RsZidnlyVTmaMF4cA3F1o+ypdRbgaomswglNgulpSUvQBkG/OZ13EAs9r0Z0Kb/o4XlOU6EoTziVD518e1iwNTGXFn0xzdq9xW03b/6f57+TKGtx3OkcIj9L+mv2twtXsl+WLnAxfGElRngbhR/SIw2u44X4G++ODv8kmDe8VUqdZXq2tW+cpu89aHWZCy0CORCQnUuAY979q1i5BAjcd+zkq83mQ9XwG/+GByHz9fzuQZCG8Vgo9vxfqN8zymDb6LnblhrnOY0O0BANfaFgCjB7i3wlSsuHuuz1H9ynp9tSg09W5Q9VqDnjt3LuvWrWP58uWEhIQwc+ZMnn/+eb744guv+6tUKvbs2VPncZSZ9Mze9BmHco8QHhDKU9dNoUPzSDQqnzo/VuUx6Hhn02ek5R4lPLAFT183hQ4hbfGpZgwGi5H1GdtYnLwSk8XEDR0G8XDsvVVW9GvKaDExN+lrtpzaRaBPABP73sXgtrGVJgAGi5Gk0/v5cvdSSs06BkX048lBE/E9X9E2WkwsSV7Nb0c3olKqGNttJLd1ualaFfHGxGgx8dWeb1l/fCsatYb7et3JjVHXXfQ8DBYjP6X/zvcHf8ZqsxLXaSj39x5b5+9ZfdGZ9Gw5tYuv969AbzZwXWR/Hh/wQK3Ox2Ax8kfGVr5JXoXJYmJ4h+t4KPaeK/baXGmSk5MJCAigU6dOAGg0Gvr06cPbb7/NqFGjSEpKYtCgQQ1epjc1/V4BOH36NF9++SVdunS55OM3Ot5mYaqJgdMcSUP5ckxlFcdBOLm3XpjKHP/Kci9amfZW4Tbo8ynO2s7pgFDXwGOP1gC35MXj9WW5aPd+SbypDDa+5YjPbTVtbwvcuZfhnJnJOY0s4HVRuapmfqrJAnEhgRqm3NAL6OWx3T1RALzezU7Yc5r/rtvHIV0i3SP9XeM+ajrmo7JzKSwz8dsRHZ26msp1pXJU4gvLTPhrVBUq4OXvvgf7+zCocyUJLe4VbO9JiXtFX+urcV1Lb3f5azvda31NE9vUu0Epq9ohPT39os+vX7++2gdbtmwZjzzyCJGRkQQHB/Pcc8+xceNGMjMzq12GN8XFxWRmZnr8y8nJ8bqv3qxn/u6lHMp1LMqVo8vn35vnXtLxa0pvNjBv11LSch19E3PK8vj35rmVNKx6V2bSMW/3EvRmA1a7jd8ztrLt1G6sNludxWmxWVh3bDObTyZht9spNZXx6c7/YbKZK32N1Wblv9sXUGIqw263sy1zNz+nr8dsNWO320k5l8ZP6b9jsVkwWowsSV7FudLcOou5PlhtNrZl7mZdxmasdht6s4H5u5dSYiy76OtyyvL4Zv8qjBYjFpuFn9P/IDn7EHZ7Td75xsFoNqG3GPh812LKTDpsdhubT+5k3bHNWGzWqgsop8RYxvzdS12f53UZm9meuadOP89Xm7y8vAp/F4uLi73um5ycTLdu3VyttU6dOnVCqVRy5syZGh//cpTpTW2+V/7xj38wY8YMQkJC6iSGRsXZ6lBZq0RNX+98PHCao5I+cFrF8p0tEodXX5ilae+Xrsq0t4pt+ee0vs2YUFLIhJ0L6WfUE6zRAhdaAxJPJlb+evcWkfKJzkU4y7iwfoOCyT0eZkrPKR6zF1UW8+XgTBTe3fwV3+1K4+PfDpOw57THPqP6RXDL4Bz261a6YnYmEgtS5pNwLIHv079zTUvrzcXOJWHPaVYe1JGw57THfoVlJhZtygAcd9dDAjWubc4Kvrd4K9Ovoy/duh+iX0fvN+GcFf3yLQ01Pc7FFBuLqrxWdaGyc2kqFPYqajKxsbHs3r3b9XjgwIHs2LGj0ucrU1JSwrXXXsvKlSvp1q2ba3v//v155513uOWWWzz2d3ZzatWqFRaLhR49evDMM8/QtWvXCmV/9NFHfPzxxx7bunTpwquvvlplXEII0RT95z//8fhbDTBt2jSmT59eYd+HH36Yzp07M3PmTI/txcXFDBgwgC+++IJhw4bV6PiXo8zyavq9ArBkyRL++OMPPvvsMx588EGuu+66andzMhqNHDhw4JJibkxUxkLCTq0mN3I0Vt+QWu/r/hxQ7TK9HWNP1lesUOcx1tKCfm0mUaL2YU/ZHvoF9iNAFVjp62p7TACdtazKY9SXUqONb7PWc0L9OzcEjsCS35/rIv0I8vVMyr3F7NxmtptYX/wHcc1upY/v9Ww9ZfBaxsVicH+NzlrG9qLdpBzpTOpZH8Z0D3CtQ/HbER0rD+oY0z2A6yL9Kj1W+TIBFmT8zgn177S33MTkqJuqjKOq7bWxuXgTiUW/EtfsVoZoh15SWVeDnj174utbMfmrsptT+VyjqseVKS0tBagw6E6r1bqec9exY0dWrVpF586d0el0fP7550yaNInVq1fTsmVLj30nTZrE2LFjPbaVlZVRWlpKVFSUR99Zg9nA4uRV/Jz+h2tbRHAr/nXri/XWpcJgMfL1vhX8cuRCq05bbWv+b8Tfqx1DqbGMR1e/gNXtLvDfhz1J39bdXeMVvNm1axf9+/ev1jGsNhtbT+3iw23zXds0Kh8+v/OdSvuzGyxGpq56AYPF6Nr2lwEPMqzDINRKFel5Gfwj8R3XcwqFgv+OepOwgIZb6bgm1wQc4132nU3l/zZcSGBVShVzR79NsG/lX0R5ugKeSPiHx/+ZN255ji5hHWsX+GVSnethspgw2cw8vvpFTNYLLVVPXzeFQW1jUSlr9ge+xFjG1HKf55k3TKN3q24X/TzXl5p+RhpSfn4+GRkZzJo1C39/zzEsWq3W62sOHDjAnXfeWWH71q1b8fX1JTY2tsZxXI4yy6vp90pWVhaffvopy5Ytu6TjVvaFWtcu++du82xI/ZC2bdtC/yrGUFS57y2OWZqcv3tbCI+qz6ljQUea/TaNuLQlaFv3goHPMYwbqnEy7sevueodw7tdu3YR3bNztbsYXUxhmYkjFj8Gt4iscjrZPsY+54/Zx7Wfc4raqJMdiWsXx+qd+aw8eJi2EW15oH/1u/MEub1P36d/x4as3yi16bg++k88PqqX6w57p64m2kZc6HI0vJLyFm3KqBDHNR3bM2dnMx4bMJbI5hVb0ry9xqmy41Sl/Ocv2tiZFkdaYcjrTqeuMTVuOWgMA6vr4/upqhspVSYTCoWiRo8rExjoqGSV/wNfXFzsdVaP8PBwwsMd061ptVqeffZZfvnlFzZs2MDdd9/tsa9Wq63wJZmfn+/1y8TPx4/7e4/BbLWw+0wy7Zq14bFrH3AN/KwPfmpf7u8zFovNwu4zB2jXLILHBtxfoxjUKjUzb5jGon0r0Jl0/Cl6OD2uia7TipdKqWRARB/u7TWatcc2o/UNYnK/uy96DAUKZt34NF/uWUahvogbo67j+nbXus4tslkbHhtwP6sPJeKjVDO+1x0EaQIqLa8xUiqUdA/vzKS+4/j5yHoCfPx4oHd8lQPoAzUBPDfkcZYkr8ZsNXNH1xG0C7ky+09q1BqsZht/H/YkX+9fQbGxlFs6DqF/m141TiQAfFRqZg6bxqL936MzGxjZeTjdwjs3ikTiStWiRYtqLdh54sQJioqK6Nmzp8f2srIyPvzwQ+6//37X3+/169czb948TCYT/fr147nnnuPee+/lvffeQ61W8+yzz/Lvf/8bo9FY6zJfeOEF4uPjGT58ONu2baNly5bExcXx7bffkp+fz+LFi13fGTX9XnnppZf4y1/+UuGG1FWrJuMrajoWo9xg7OrSHvyW+INu09Y2IuVnc3JX1eDs6krYc5rP12YxbcTAKpOSyo7pPlZjVD//8z9r/10T1y6OQn0pKZpi2ijtLN9+krsHtSMkUFPtMQfO4w+LCXfN0FR+LYzqvKauK+xa32bYCwby+drD+CqDKj2XypKGpj6wurrqbQC2VqulTZs2pKSkuJqjT506RWlpKTExMdUqo7qJS1V81b5M7HsXk/vdjdVuxV/tV2dlV5ef2peJfccxud89WO1WAnxqNguOn9qXbuHRvHrTDJQKBQqF8rIMIPdVa7i9yy3c3uVmbHY7GpXmopVFX7WGqObteGn4X10VQffWFj+1L8PaD2JIuwHY7XZ8VD71msjVFV+1LyM630Bcp6HYqnkefmpf+rbuQc9ruoBCgfIyvWf1xd/Hj+gWUbx841MoFUoU4BpoX1N+al+6XRPNqzc9c1k/z6Ki5ORkAgMD6djR0UKm0+nYtm0b77//Pq1atWLGjBkAHDt2jDlz5jB//nz8/Px4/PHHyc7OZsaMGfzrX/+iqKiIN998k1atWpGQkFDrMs+cOUNWVhbx8fE89dRT3HzzzYwdO5YFCxbw9NNPc+zYMXr37g3U/Htl8+bNpKSk8P777wOOJCQ5OZlNmzaxePHiy3uhGyPneIiyXO9rS3jbt7pqOxDc27S1jcTFEoaqBmdXV00G6lbnmDUdYOxMmMKt4a5tWt9mhPgHkW5axp7TJejO9cdfo3INxq7qzrz7PjWpfDtjd87qtPt4PrPG9qrzhGJ4j2AO6U4yvEfld/cri7upD6yuriqTCbPZzGeffeZ6bDQaPR5bLJZqH+yee+7h888/Z9CgQTRv3pzZs2czdOhQR7NpOVu3bqVNmzZERkai1+uZP38+eXl5DB1aN33aGsO0k5cag1qpqpeKeE27f6mUSvyVlZ9bU6kk1uY86us9qy912TWwqV2bK0VycjI6nY7Y2FhUKhV+fn7ExMQwZcoURo8e7RpA/eOPP1JQUMCjjzruJBYWFmK32+natSs7duxg1qxZdOjQ4ZLLzMzM5PrrrycyMhK73U5gYCDDhzs6NRQVFVX4vqjJ90r5CUOeeuop+vfvz8MPP1x3F/RKVMtWhIuqafJxqa+rB+Vnf3JvoajJmg8XU5PK/6Ue01si4EyYonw7cir1JKM63uFa4E9vslAQFINvtyCP2aaqSg7c93GvfFe3i9CofhHsPp7PlvRcEvacrvMWgJ2569mvW8nO3FAim3u/npUlDfU1G1RjV2Uy0bdvXzZv3ux63Lt3b4/Hffr0qfbBpk6dSnFxMePGjcNkMjFkyBBmz54NwOrVq3nllVdcU8GmpaUxc+ZMCgoK8Pf3p3v37syfP5/WrVtX+3hCCCEu7sUXX+TFF1+scj+z2cz06dO57bbbXI9NJhPTpk1j5syZLF++nFGjRl1ymatWraJXL8d0mRkZGa7WDYCCgoIKXbdq8r3SqlUrj9dqNBqCgoIIC2tcd8Dr3aVOJ1uZSsZN1Nn+lbhYd6RL4ay8f5/+XZ10aaqpuu6f7y0RiGsXx4HcZJKyd5KRdgw/tb9rNqf7e4yHHp5lVOfOvHMxPOeCeM5jua8j4Wy18HZuIYEaZo3t5TFlbl26HC08V5sqk4n//e9/dXYwlUrFCy+8wAsvvFDhudGjRzN69GjX48mTJzN58uQ6O7YQQojaGz9+PM8//7xrsbl77rmHlStX8sQTTzBgwAC2bt3KunXruPnmmy+pzNTUVEaOHAlASkqKa9zFqVOniIyMrFBGTb5XyqvL77crVh1V4L2qaYtHHbWQ1NX4hcrUVZemylS2KJ1zBWqom/753hIBrW8zno6dwdxNc2nTpnWl61C4V/yr013JX6Pi498Ou7pHlT9+VS0cta3MVycBc2/haQwDqq9E9bvssxBCiCtSmzZtWLRokcc2Z4sCwNtvv13nZd5xxx2u3yMjI/noo49qfAxRhbrq4uQtKSnf4lGWS8sjC6Fre++Ji7cWEvdynfFWkfhc7sp+XXVpqox7xTqg5W5XYjQs5k/sPp7PsBjHeIbqtMAUG4tYc+RnDHnduau/52xFlVXQtb7NuCnkZvp38z6G4LtdaXydvAaj7Y7zC+955x6ft8TF/fgXa+G4lAp+VUlK+WsoA6prR5IJIYQQ4mpVV12cvCUl5cc/7P2StqkfguUIjPmqYkLgbbzE+XKLbSYSDWeJ2zYHrfsxvLjclf3Lzb1irVQ7uvU5pnnNYUt6LrEdQmkfHlStFpjEk4ksTV9I6ekh+CqDGD0g9JK7gPm1OEhQxGb8WnSi/Are5Y/tHt/FKucXa3morIJfnSSjqm5Y5WOUAdW1I8mEEEIIcbWqgwHPxcYiEkNaEnfLG2gvlpT0fYjCfasISf/RkSSUP+5FWjcSQ1qyIH0LDH6MeC/HqM04ifp6TU15Vqw1lU7zOiBsOLsD8hkQVvmqC86B04bQ7ozqF8GaIytYmr4QvcniGANRC3d0Hom/Rl1ly8/lmuHKmUToTVbmrT8KVN6KUFX3qPIxytiI2pFkQgghhBC1lngykQXpS6HHw8RfbNxFYBjH+75GX/tu7y0hF2ndiDMWgSbQUenzUomvzTiJ+nrNpXBPXkICm3lUdNenlJC4uR1dA0p4YKj36+4aOH2eIa87paeHYAjtXuuYqtvyU6QzszsjnwFhZrSXsMZj+Qq+s6ViyvBOTBvRpcpWBPcWjPKu9FasxkKSCSGEEELUWrXvQOek0WHvK3D3vOqPmTivqkpfTe6COyvog1oNrPZranOcunCx5KU2XXLu6h+DrzKo0td4W2eitubsXMF+3Urm7OSii9NBzcZFuC9mtzEtp8o43LtJdavZkl6imiSZEEIIIUStVfvu7q/PEHJuM/z6DNz/Q8Xn3bpc1bQ7UU3uMF9K60J938m+WPJSmy45Vb3GeW3imt3KMG6oWbDlPDZgLHN2On5W5VIWs6vqNe5J19FD+dUNX9SAJBNCCCGEuPxufY/CoiJCbn2vyl0vZ3ei+m5duBQNlbyEF1x6y0Rk87AqWyScatPKUt3XyDiIy0/Z0AEIIYQQ4ioQHsPRQR9AeEyVu8a1i2Nyj4frtMJfbCzi+/TvAFwLsTUVznMrNhZ5bC8sM7FoUwaFZaZqleNMXgJUgZcjzEo5K/whgRpXzCdySi8au/trRMOSlgkhhBBCNCqX4458fQ+erk+VnVtt1k0oLDPx2xEdnbqaGqSi7ox59/F8tqTnArLmQ2MnyYQQQgghmry4dnEYLHoMFgPFxqIm1TJRWdet2nQfSthzmpUHdbSNON0glXj3AdaxHUJlzYcrgCQTQgghhGjytL7N8FP7syBlPn5qvybVOlFZS05txguM6hdB5unMBqvEu8fcPjyoQWIQNSPJhBBCCCGuClfS4OuGEhKoYUTnAEICNfWySJ+48skAbCGEEEJcFZx38K+EinFNB09fDs6xGIknExsshkvRGK7h1UCSCSGEEELUXlkubJ7t+ClcKpthqbqcA5ET9pyu48iq73LMqlWfGsM1vBpINychhBBC1N7eL+G35x2/n190Tlz67FG1GTxd1+p7nYu61hiu4dVAkgkhhBBC1F7fhzx/CuDSx2fIYmuXTq5h/ZBuTkIIIYSovcAwR4tEYFhDR9KoVHd8hvTrF1e6Jt8yYbNYGjoEbFYrNqMRhUIJKiUqTeWLwFj1elAosNtsqAMC6uT4VqMR7HbsNhvhYdX/Y28xGM7/YkGhUoFKhd1kQuHjg81sRqlWg92Oyt/fcRyT4w+h3WRG4aPG7nwdoNRosBoMjmugVKLyrf5CODazGbvFgh1Q+vg4jus8N5MJrFbsVhuolGC3o1AqsdvsKJQK7ADO3+12FAqFI0abzfV7986dsVmtKM/HejlYdDpXXOoAf9djAJWfX4X9rSaT4zqqlNjBcR2tNux2G0pf38sWq0Wno2dMDFa93vW+lmczm7GZTChUKmwWC0q1us4+r+6fVZWfn+saictv6NChFBcXo1KpsNlstG7dmhEjRvDYY48RFHRp0zO+9957zJkzhw8++ICRI0fWUcRC1K/CMhMJe04zql9EnS7mVpuF5YRoTJp8MlF8MJXmWq3XClt9sBqNlGUc5/iXX2EuLqbVn26l1Z//hMrXt+K+ej3HPp9P0f5kgqI70ekvj6EOCrqkCpXVaCRr1RrOrf0dTWgo7adMxmo0XbQyb7NasZSWoVSrMBUWcvzLhXR6fCp2m43czVsIH3o9x774krKjxwjp25uoKQ+DUkFZxnEUKhVlR48R3C2G418uRH86i+gZf0Xp40PGvC8xFxXRckQcrW//s9drUCF+g4G8rds4/f1KFGo17SbcR7NePVD5+WHR67HqdChUamwGPYX79pO/czfRf32CU0u/JaRfHxRKJVlrfiD6r09y9pff8G/TBk1YC3zDWpC/bQdnf/4VVWAAHSZPJKhTx8vyObGUlnH0s7mUHEoj8r7xNOvdk2OfzkV36hShAwfSfuL9HtfCajJhLSvj2Nx56DNP0+O1WeRu2sTZn39FHRxMh4cmERjVoVrXr7rsNhuWkhKOfDLH431V+XteD6vRiN1qJTtxLdfcdCMnv15Cwe7dBHZo7/i8NmtW60THajSStXI159b9gaZFKB0fnYJfRJuLJt+ibmRnZ5OTk0NCQgLR0dGYTCZSU1N57bXX2L59O9988w2qWr6vx44dY/78+YSEhJCSkiLJhLhiXa5K/5Xer1+mjxVN/rbf2Z9+oSzjeIMd3261kfLyq5QcSsOQdYbjX35F4e692G02j/0sOj1HP53LubXrMObkkLdlG4f+7x1sxto3e9qtVnI3bubk199gOHuW4oMHOTjrVXDcr6/8dRYL+lOnAEh9/U3UwUGoAvxJfeMtWgweRNrs98jfth1jTg7Zv60lb/sOig4cJKBtBIf+9Q4thlxH6j//j8I9e8FuJ6BtBAdeeoWS1EMYss5w4qv/kb9jJzartcpz0GeeJv0/H6E7eYqyYxmkvvUvLKWlWHQ6sFoxFxaR88d6DGezOfrJHMKuH8Tp71dSnHKQwPbtSH3zX2i7xpC7eSvn1v5OSJ9e5G3ZSumRo2TM+xL96dOUHk4n5ZXXsVuqjqemLDodaf9+n9yNmzAVFNC8fywHX3mdgl27MZ7L4UzCD5xassxxR57ziURpKWnvvEfelq2E9O1NUXIyGfMWoD+dRcmhNFJeftXRElOHbEYTqW/+y+N9Pfb5F1j0es/zKSvj9Pcr8Q0P5+TiJZz9+ReM53LI35FEymtvYDfXriXQZrGQu2EjJxcvcXxWUw6S/I9ZYL/4Z1XUjeTkZAICAujUqRMAGo2GPn368Pbbb7Nv3z6SkpJqXfbrr7/O0KFDue222zh48GBdhSxEvRvVL4JpI7rUeaXf2a9fqdZf0uxPDeVi08de6oxW4srQ5JMJgLyt27CZzQ1y7NL0dGwmz4Qgb/t2V+XRSalWUbBnr8e24oOpKNS1785iNRjI37HTc1uZDt3JUxd9nc1sxr9dJObCIgxns9F2747dbMaYm4tPMy0laYc99leolOiOZ6A7eQp1YBCm/AKMOTkABEZ1oOTQYWzOLlPn5W/fga3cNSjPbrWSu2VrueBs5CftRqnRYC4pJbBDe1AqXdcusGNHCvbsJbBjFIX7D2C3WAjs1InCPXsJ7NiB4kNpBLZvT+HuvZ7HMpspTk29aDy1oQ4IoHDvPgB8w8OxGQzoT2d57FOwaw/284mV3WxGHRRE8flKV2CnjhU+FzaTidLDnu/BpVKolBXe18I9ez1axex2O3aTmcI9ewnq1NGRLLrRHT+B3Va7hMxmNHr5rJahz8ysVXkC8vLyyMzM9PhXXFzsdd/k5GS6deuGslwraKdOnVAqlZw5c6ZWMSQkJLBr1y5efPFFunTpQkpKSq3KEVepRjblrLPSX5ddnNxdqWs6XGz62Cv1nETNNPluTgCBXbqQeeYMOecruPUlICCAqLYRoFB43GEN7NyZc3l5nMnOdm3rGhVFUMcoV8UTwD+iDVaLhT3799fq+G1btyawcyfyt+9wbVOoVPi2bMmBAwcweqnMKxQKenfvjjErC79WrVAHBaHPzEQ5bAgq/wBsJjN+rVphOHvW9Rq71YYmtAX+EW0wFxfj2yIUVUAAVp0OQ/Y5As5X+HFrjQns1IncggJOX6QCHxYWRlDXmArbAzt3wqTT4dNMi+FcDnablcCoDgAYz+UQGBWF8dw5gu64/fy2bAI7RlGwcxeBHdqTvfZ3Ajt2qFCuX7tIDh06RFlZWZXXtrp6dokhMKoDZUePYS4sQB0UhFqrxeJWqQvs2IHS0lKOpqbSISICbWAg/hER6E+fxph9jqCOUeT8vv5CoQoFfm3bkpqaik6nq5M4e3fvXuF9DYyKQl9aRtqBAwC0aNGClv4BBHbsiCH7HIEdozCcvfAZ1rQIBaWS3bt3Y69hi0Jk69YEdupE/o4Ld8AVajWaa66p9LNa33bt2tXQIdTI66+/zo4dOzy2TZs2jenTp1fYNzk5mZ49e1bYXlpais1mo0WLFjU+fmlpKf/617+YPHky7du3Jy8vj4KCAs6cOUPr1q1rXJ64Cl1lU85WNftTXXUnqquxH+7lVDZ9rKw4fnVo8slESJ/etBjQH5WvL+3atav341v1Bjo+9ignFi7CajDQ4rrBtBpxCypfX9q0bevaz2630/mvT3Lw9TfRHT+Bb8uWxDz3LCofH/r371/7448eRVl6Ovk7d6EODKTDlIdQaXy8VhycbCYTSo0vNpOJ6Kenc3zBQtqOiyf66emc+/13op+axuH3P8R47hyBUR1o1qc36gB/yo5l0GHSg+TvTCL6qWkc/XQuuhMnMBcW0vmJx8n4cgFWnZ4WgwfR+s8jUfn50iri4s3F1lataPXnkWT/lohCqSRi7BgC20Y4WiaKS7AaDTSP7YePVkvLEXFkJfxA9F+nkfbv97HbbLR/8H6y1/5O95f/QdmxDIzncvC75hpCB/Sn5FAaORs3o/LV0O7+Cfg2a0bXli1rfa29XkurlZhnZ5D65v+hP51F/o6dxDz3DOnvf4gpP5/grjFETXkYn+Ag+l9zDQAWvZ7oGX/l8Lvvkf3bWvq8N5uStMPkbtmGys+P9hMfwCcokG5h3eouTrOZmOef5dC/Zrve105P/gXfFqH0bxHq2s9qMtH+gfs4vWoNHSZPwpiTS2n6ETRhYcQ8/wxKpZLY2NhaxWAdM5rSI0cpSHJ8VqOmTkHlc/HPan3ZtWvXJf0/rE/5+flkZGQwa9Ys/MsNotdqtV5fc+DAAe68884K27du3Yqvr2+t3tMPPvgAhULB448/DkCXLl1QKBSkpKRIMiGqp56nnG3ovv9VrelQ03UrKksa6mrsR3XKudLXqRDVo7DX9BbiFcL5hdouIoLwVq0aNBarweCYjcdux2axVDrrjc1qxW6xgM0OKiUKhQKlj8+lH1+vB6UShVJJfm4uYdX4IreZTI5uLTYbSpXK8bvVilKtxma1Orq/2OygVKBQq1GqVFj1eux2UPqoHbP8qFSOsSF2QIHbNbCiDvA+U5A3Fr3eNYOT3WJxzTJks1odswoplY4ZsMxmlD4aUDj2c86K5byGNpMZhVrl2mYzmRwzEQGcnz3ocrBZLI5uTOev14UZpxwtNUqNpkJ3IqvBcP4a20CpdF17FArsVutlidVmNoPdjtViQalUofBRex1MbTUaXXFhszve2/PvwaV+Xt0/q3arDZVf3Q0yvxRXYjIRFRVFaGholfufOHGCW2+9lR9//NE1ZgKgrKyMe+65hxtuuIEXXngBgPXr1zNv3jxMJhP9+vXjueee49577+W9995DrVbz7LPP8u9//5vCwkLi4+Px8fHxmAkqLy+Pv/zlLzz11FNey3vhhReIj49n+PDhbNu2jZYtWxIXF8e3335Lfn4+ixcvvuSZpS6F0WjkwIED9OzZE986nAChMlfS5666GvM5fZ/+HQtS5jO5x8OVVoC9JRz1dU41TXYWbcrg498OM21EF4/KfnVaJqpzTpdrdqvLqTF//mqrPs6pqr99Tb5lojHMBONe8VNeJB7l+elX6/z4bncnT2RlVSuZuGic1TjOxSqVyhq+JWr3u6tu5SpVKpTuz7nH7OX45WNyJih79uyhX79+NQuqBpRqNair/19NoVB4nnN5dZBgeuO8PsmpqfTp06fS/epyFqkKZXu815ftMMJNcnIygYGBdOzYEQCdTse2bdt4//33adWqFTNmzAAcszLNmTOH+fPn4+fnx+OPP052djYzZszgX//6F0VFRbz55pu0bNmSp59+miFDhvDWW295HOv11193DcL2Vt6ZM2fIysoiPj6ep556iptvvpmxY8eyYMECnn76aY4dO0bv3r3r9wKJOlNsLGJz8SaijZ0b5aw/1emSc6mrWl+Kmt7lr2yWqLpayE0WhBNOTT6ZEKIqNlvdzox0pbM0grVZRP1JTk5Gp9MRGxuLSqXCz8+PmJgYpkyZwujRo12Dsn/88UcKCgp49NFHASgsLMRut9O1a1d27NjBrFmz6NChA99++y0nTpxgzZo1hJVb1yY2NpZ58+ZVWl5mZibXX389kZGR2O12AgMDGT58OABFRUW0desaKq48iScTSSz6lbYn2zbKri/VqaxfSWMApLIv6oskE0IIcRV78cUXefHFF6vcz2w2M336dG677TbXY5PJxLRp05g5cybLly9n1KhRjBs3jnHjxnkt46GHHuKhhx6qtLxVq1bRq1cvADIyMlytJQAFBQXV6rYlGq+4dnFkZmZeERXxysgYACEquiqmhhVCCHFpxo8fz+LFi3nwwQeZPHkyv/32GzNmzOCJJ55gzJgxtGrVinXr1l1Seampqa4B9ykpKa7fT506RWRk5GU5L1F/tL7NGKId2ii7OF2JCstMLNqUQWFZ7dejEqIuSMuEEEKIKrVp04ZFixZ5bHO2KgC8/fbbdVreHXfc4fo9MjKSjz76qEblC9HUXa4VuYWoKUkmhBBCCHHVuhJnJYLKB1gLUd+km5MQQgghrlrOO/wJe043dCg1crlX5G5spFtX4yUtE0IIIYS4askd/iuDdOtqvCSZEEIIIcRVq76mUL1Su1M1FpL0NV7SzUkIIYQQ4jK7UrtTNRZXW7euK4m0TAghhBBCXGZyZ100VZJMCCGEEEJcZrIitWiqpJuTEEIIIYQQolYkmRBCCCGEEELUiiQTQgghhBBCiFqRZEIIIYQQQghRK5JMCCGEEEIIIWpFkgkhhBBCCCFErUgyIYQQQgghhKgVSSaEEEIIIYQQtVKvyYTVauXtt99m8ODB9OvXj+nTp5Ofn+913+3btxMTE0O/fv1c/+699976DLfWLEYLhiIDVpO12q8x680YigzYLDasZivGEiPGUqOjHEvFcirsX2rEUGxwbLPZALDZbBiKDJjKTAAYS4xERURhMXiPz2q2YigyYDFYsJrO/260YDFaMBYb0RfpHb+XGNHn610xmEod5Zt152Oy2lwx6gv0GIuNlZ63scR40ecB7HY7pjIThkLH+cH5a1zoiM+psvOy2+0e1wHAZrVhKDSgL9TTI6YH+gL9hbIrKcd1HKMFXb4OY4kRm8Vxjc1680XPobLzNJWZMBQZsNvtHvs6r6VZ5yjXWGzEWOL5+upcu8qYykyYSh3/DEUG7DZ71S+qxbGNJRXjrkz5z49oGO+99x4xMTH8/PPPjbK88mryvbJ+/XomTpzIoEGDGDBgABMmTCApKemyxCWEEFeLKpMJi8WC2exZUfr+++958803+fXXX2t0sLlz57Ju3TqWL1/Ohg0bAHj++ecr3V+lUrFnzx7XvyVLltToeA3BrDOz7f1trHhgBbvm7nJVBi/GVGpi41sb+fVvv2IsMZKxLgOr0cqm/9vEigdXcOCbAx7lmEpNbP7XZn5++meMxUaydmZhLDLy+z9+Z9VDq8hYm4GxxMiRH4+wavIqzuw+Q25aLts/2I6/rz9b39/KigdWsPvz3a5yzToze+bvYe3f12LWm9k1dxd/vPIHVpMVi97C/sX7UaCg6EQR+UfyKTlTwskNJ1k9ZTUHvz2IPl/PupfWsXLSSvKP5FOaXUr+kXx+efoXfvjLD2Tvz/Y4B7PeTP7RfH6a/hMJjydwZs8Zj8q+61zLTBQcLaDkdAm//u1XNr65EVOJiZ3/3cmKB1ew4+MdWAwWx3X/wHHdk+YkuY5lKjNxcsNJ1jyyhl+f/ZWyc2WYykyYdWaO/noU7FB8ophfZvzCtv9sw1Rqcr1/7tcHwG5zJCVZO7P4/aXfsegs7F+0nxUPrmDTW5tcSZXH50FvJj/9wnme3XsWs86M1WSl5EwJvz77K2seWcPJDScxFhvJS89Dn6/ncMJhVk5aSXZyNtkHsvnhiR/48ckfyT2Ui7HESG5aLj9N+8lxbZOzq/U5A0fCWHaujPQf09Hn6/nthd9YPWU1x38/7vX6l2cxWMg/ms/Pf/2ZhMcSOLPb+/tm1pk5l3KOH/7iiDsnNafShMtus2MoNPD7K7+zctJKDq08VK1YRN07duwY8+fPJyQkhJSUlEZXnjc1+V4pKiriwQcf5LfffmPr1q2MGjWKRx99lDNnzlyW2IQQ4mqgrmqHGTNmMHToUMaPHw/AJ598wieffEKXLl1YunQpL7/8MnfffXe1DrZs2TKeeOIJIiMjAXjuuecYMWIEmZmZtG3b9hJOo3EwlhhJeCyBA98cAOBwwmEKMwq58bUb0QRpvL7GVGpiyZglZKzNYPT80Wz/cDu9H+jNsnHLOLH+hKOcNYfR5+u59vFrsZqtLL9rOUd/Pcpt/72NfV/to8/kPnx+7ecUHCsAILRTKOYyM0vHLqV1bGuatWvGJ90/4cHEB/nhLz+QsjTlQnzHCxn28jC2zt7Khjc2cPfyu9n4xka2vreVB355gMLjhWx9dyt9Jvfh1JZThHUNY9ecXXS7qxuLRi5C5avi9k9v58sbviQnJYdWfVvhq/XFarIy77p5mMscFciD3x5k+pHpNAtoBoDVaGVOvzmYSkyu56cdmoamo+d1yjucR7PIZnzU5SMMBQbu/+l+fv3br+yau8t1DtEjo9n4fxtJ/jr5wnkdK+SW/7uFc8nnWHDTAjh/471bfDda9mnJL0//wq3v34rFYOGLQV9gLjPz8JaHWf3I6grXZ/grw9EEabCareSn57PgxgXc9tFtjuRr5lrXe5S5LZPxK8Z7vNcWg4XP+n3mcR3+evSvBIQFMDd2LqVnSwHIP5rPAz8/QPLiZJp3bM7KiStpN7Qd/s39+bT3p1iNVtd+9668l7mxc10JhLNMnwCfKj+jNouNr27+ioc3PcynvT6lOLMYgNTvUpm8fjLthrW76OstRkuF9+3JQ08S2inUYz9DoYG5/ee64j747UGePv40Pv4VY7QYLHx101ec3XsWgLRVaYxdOJae9/VEqZaemPXp9ddfZ+jQobRu3ZqDBw82uvK8qcn3yujRoz0eT5gwgQ8//JADBw7QunXryxKfEEI0dVV+Ux84cIAbb7zR9XjRokW88cYbfP/998yePZtvvvmmWgcqKSkhKyuLnj17ura1a9eOoKAg0tLSvL7GarUyfPhwhgwZwtSpUzl06JDX/YqLi8nMzPT4l52dXa246pKPvw8pyzzvvu1ftP+iFSKb1UbG2gwAom6O4vjvx1H7ql2JhNPeL/c6ut3YcdxRP7//uZRznEs+50okAKJuiWLPvD2ufQ6tOITdZqd1bGsOfuv5hb5/0X6UKiX7Fu5z7b9/0X7X7+Hdwkn+JpkWXVpQcrqE1O9SaTesnavi3qpPK4pPFZOTkuM6dn56Pmkr01wVaACrycq+Bftc3WnSVqe5KqQANrONPV/uwWa50MXFWGrk7J6zHPn5CIYCQ4X4AJQ+SkK7hLoSAPfzshgtjqTDrQdPWPcw/Jv7k52cjVKl5ND3hzCXmVH7qb1en33/2+d6/0ylJpK/TsZutdPh5g7s/3q/x77HEo9V6C50aMUhj+tgM9s4teUUp7efdiUSzvM6sPQA7Ye1J3lRsutaHlx+0FUhB4i8LpKUZSkeLRFWk5V9X+3z6CpVmey92YR0CCFze6YrkXDaNXeXx3viTYX3zWJj7/y9WM2eXcL2/2+/R9wWvYUDSw54LVOXq3MlEk575u/x2tIjqi8vL6/C38Xi4uJK909ISGDXrl28+OKLdOnS5ZJbEuq6PG9q873i7tChQxQWFhIdHV3nsQkhxNVCYa+iBhIbG8vu3bsBOHr0KGPGjCEpKQlfX1+sVivXX38927dvr/JAZ86c4cYbbyQxMdF1Bwngpptu4umnn+bOO+/02D8nJ4e8vDw6d+6MTqfj888/Z9myZaxevZqWLVt67PvRRx/x8ccfe2wLCwvjww8/rDIuIYRoiv7zn/+wY8cOj23Tpk1j+vTpFfYtLS1l5MiRjB07lmeffZbdu3dz33338ccff9Tqjn1dl1eZmn6vuMvLy2PChAmMGDGCv/3tb9U6ntFo5MAB70mxEEI0dT179sTX17fC9iq7OQUEBFBWVkZgYCDJyclER0e7CrLb7VgslipKcAgMDAQcXzLuiouLCQoKqrB/eHg44eHhAGi1Wp599ll++eUXNmzYUKFb1aRJkxg7dqzHtpKSEnQ6HVFRUYSGenbBuFwsBgtHfz3K8nuWYzVa0QRpeODXB2gzoA0qtcrra0xlJlKWppDwWAL9p/an94O9KTlTQsnpEn6Z8Qs2i42AsAAe3vwwLbq0wFRm4uC3B1nz6Bp6P9CbAU8OQKFScODrA2z59xawQ6/7e/Gn9/7EF4O+QJ+vZ/qR6aycuJLo26IJCA9g5eSVjviCNTz464O07t+ac/vP8dUtX3Ht49fScURHlo5ZytAXh9J1bFdyU3PJTculz8Q+qP3UrHtpHcNnDWfhLQvJTc1l0h+TOLH+BOtfW48mSMP0o9NRKBSsnLiS9B/TAWh/Q3vu//l+VzcXs97Md/d+R9pqx93Dtte1ZWLixApddYzFRkxlJn595lcOLDnATf+8idaxrVl+93LMOjNqfzWP73+cvEN5LBu3zHXd7//5fiIGRWDRWZh33TxyDjpaTsYtH0enEZ04+vNRNFoNkddFsuLBFRxOOMyfP/wzga0CWfHgCo/r0+baNijVSoxlRuxmOwvjFtKqTyuu/cu1LBq5CH2eHqVayai5o+hxTw80gRe6OZn1Zr6951sOJxwGIHJIJA/+9iB2m51fn/2VXXMc3bUiBkYw6Y9JbHxrI30n9+Wrm77CorfwZOqTLL97Ocf/OA5A17Fdif86nmXxyzjy8xHHtR3envt/ut9rFyJvn7fEFxO59rFrSfo0iZ3/3QlAi5gWPLLtEfxC/Ni1axf9+/f3+nqz3sx3931H2qqLv29mvZlvRn1DxjpHq1unWzsxfuV4rzGaSk3s/GQna19ci91mJ7hNMI9sfwRtW22V51NfLnZNGpv8/HwyMjKYNWsW/v7+Hs9ptd6v6QcffIBCoeDxxx8HoEuXLigUClJSUmpV+a/r8ipT0+8Vp+zsbB5++GGGDBnCs88+W+PjVvaFWteupM9ddck5XRma4jlB0zyv+jinqm6kVNky8dRTT9GyZUvGjx/PSy+9xMCBA5kxYwYA6enpTJ8+vdqzdNx00008+eSTjBs3DoBTp04RFxfH2rVrqzVm4k9/+hOPPPJItcZoOL9Q9+RpsPv4V7l/XXF0RbKjz9MTEB4AgNLHeyLh/hq7zY6hQI9/C38UCgUWoxWlSoG+wEBgeAAoFK7uNhX2VyqwmmzYbXZMpSYCzm+z20Gfp0Oj9UWpUmIqM6HyUaLyUVWIz3a+m4ouR4dfqOP1+jwdfs0d106hcHRpUfmqsVttWExWfPzU6PP1+AT4oPRRYbfaMJaYCAgLALv9fDxm7HY7fs18K1wHq8mKucyEzer9eXAkrHarDZvFjsVgwWa24qv1BYUCfa4O/7AAUODoyuTlutvtduwWG/oCA2o/NWo/NQqVwtWdym6zO65NqQm73Y4mSIMCKn3/nNdJX2BAE+iDSqNCl+u4TgqlApWm4jnYzFZMpRXP02qyYjFYsBgs+Df3Q6FWYrfYsBgtqH3V6PL0+IX4olAqMZUYQaHAN1jjer+MJSaw2/HVer92F/u8WU2Oz5fNYsOsN+Pf3B+FSolCqeBMVhat27S56Ouret+c520s9oy78jIt2Cx2jMVGAlr44+Oj4tpOLejdrnm1z+tyupK+gJx/+6p7I+XQoUPEx8fj4+PjUQHPy8vjL3/5C0899RTgmAlp3rx5mEwm+vXrxwsvvIDNZuPee+/lvffeQ61W8+yzz/L0008zadKkWpUHEB8fz/Dhw9m2bRstW7YkLi6Ob7/9lvz8fBYvXlwhSajp90pmZiaTJ09mxIgRrmNWl/MLVZKJ2pNzujI0xXOCpnle9ZlM1Lpl4m9/+xtTp05l4cKFREdH89BDD7meW7NmTY1O4J577uHzzz9n0KBBNG/enNmzZzN06FCvf/C3bt1KmzZtiIyMRK/XM3/+fPLy8hg6dGi1j9cQnJXJoDbBNX9N6wuv0ZyveAV7uZPrbX/l+ZYP98G/CiCw5YUvXn+NP3m5ubQICqsQn7Oi577dvXwAlfPzo1ai8nV8dNzLB/AJ9BxA7e9b+UdMpVGh0lw80VMoFCjUKpRqUPt5luXtGpffplAoUPioCLwm0GO7UnVhHEtebi4twsKqLBsuXCf38spfJ2+vcSZl7hznr3IkR854fVSu9z6oldt71yKgQpn+obVLkp3HddIE16xSVJ33Dc7HWC7uystUo9LgauGwAsmnihpNMtFU2e12Xn31VYYMGcJbb73l8dzrr7/uGjR97Ngx5syZw/z58/Hz8+Pxxx/nzJkztG7dmhkzZvCvf/2LoqIi3nzzTf7+97/XurywsDCysrKIj4/nqaee4uabb2bs2LEsWLCAp59+mmPHjtG7d2+PcmvyvXL06FEeeughxo4d67opJoQQ4tJUmUxERkby008/UVhYSEhIiMdzjzzyCD4+VXetcJo6dSrFxcWMGzcOk8nEkCFDmD17NgCrV6/mlVdeYc8ex8DhtLQ0Zs6cSUFBAf7+/nTv3p358+fLjBuXyGSSQa3lyTVpfHxUSnpFNmvoMJq87777jhMnTrBmzRrCyiXUsbGxzJs3D4Aff/yRgoICHn30UQAKCwtdA/67du3Kjh07mDVrFklJSZdU3pEjR7j++uuJjIzEbrcTGBjI8OHDAce0rt4ShJp8r3zxxRdkZ2ezcOFCFi5c6CrjtddeqzDTkxBCiOqpspvTlaqmTf1Xi6bYxHep5Jp4kutR0ZV0TS7H377333+fmJgYbrvtNgDMZjM+Pj6UlZUxbdo07rzzTlasWMFXX311SeV9++23lJSU8NBDD3Hs2DE++OADPvjgAwDGjBnDypUr6+R8aku6OV06OacrQ1M8J2ia59UYujnJJO5CCCEuavz48SxevJgHH3yQyZMn89tvv2EymZgxYwZPPPEEY8aMoVWrVqxbt67W5QGkpqa6pnlNSUlx/X7q1CmP2ZqEEEI0HlV2cxJCCHF1a9OmDYsWLaqwfe7cua7f33777Usu7+WXX3b9fscdd7h+j4yM5KOPPqp2+UIIIeqPtEwIIYQQQgghakWSCSGEEEIIIUStSDIhhBBCCCGEqBVJJoQQQgghhBC1IsmEEEIIIYQQolYkmRBCCCGEEELUiiQTQgghhBBCiFqRZEIIIYQQQghRK5JMCCGEEEIIIWpFkgkhhBBCCCFErUgyIYQQQgghhKgVSSaEEEIIIYQQtSLJhBBCCCGEEKJWJJkQQgghhBBC1IokE0IIIYQQQohakWRCCCGEEEIIUSuSTAghhBBCCCFqRZIJIYQQQgghRK2oGzqAy8VqtQJQUlLSwJE0Pvn5+Q0dQqMj18STXI+KrpRr4vyb5/wbKIQQQlxOTTaZ0Ol0AOTm5pKbm9vA0TQuGRkZDR1CoyPXxJNcj4qutGvi/BsohBBCXE5NNplo3bo1AAEBAahUqgaORggh6ofVakWn07n+BgohhBCXU5NNJjQaDe3bt2/oMIQQQgghhGiyZAC2EEIIIYQQolYkmRBCCCGEEELUiiQTQgghhBBCiFqRZEIIIYQQQghRK5JMCCGEEEIIIWpFkgkhhBBCCCFErUgyIYQQQgghhKgVSSaEEEIIIYQQtdIkkwmr1crbb7/N4MGD6devH9OnTyc/P7+hw2owP/zwAxMmTCA2Npbu3bs3dDiNwuzZs7n99tuJjY1l6NChvPTSSxQWFjZ0WA3q/fff5+abbyY2NpbrrruOv/71r2RlZTV0WI2CzWbj3nvvJSYmhrNnzzZ0OEIIIUSj0SSTiblz57Ju3TqWL1/Ohg0bAHj++ecbOKqGo9VqmTBhAjNnzmzoUBoNlUrF7Nmz2b59O6tXr+bs2bO8+OKLDR1Wgxo9ejSrVq1i9+7drFu3jtatW/PMM880dFiNwoIFC/Dz82voMIQQQohGp0kmE8uWLeORRx4hMjKS4OBgnnvuOTZu3EhmZmZDh9Yghg0bxqhRo4iMjGzoUBqNZ555hu7du+Pj40NoaCgPPPAAO3bsaOiwGlSnTp0IDg4GwG63o1QqycjIaOCoGl5GRgaLFy/mhRdeaOhQhBBCiEZH3dAB1LWSkhKysrLo2bOna1u7du0ICgoiLS2Ntm3bNmB0orHaunUrMTExDR1Gg1uzZg2vvvoqpaWlqNVq/v73vzd0SA3KZrMxc+ZMnn/+eVeiJYQQQogLmlwyUVpaCkBQUJDHdq1W63pOCHe//PILy5YtY9GiRQ0dSoO74447uOOOO8jJyeHbb7+lS5cuDR1Sg1q4cCHh4eHceuutV23LphBCCHExTS6ZCAwMBKiQOBQXF1dIMIT46aefeOWVV/j000/p0aNHQ4fTaISHh3PPPfcQFxfH77//TkhISEOHVO9OnDjB/Pnz+e677xo6FCGEEKLRanJjJrRaLW3atCElJcW17dSpU5SWlko3FuHhu+++cyUSgwcPbuhwGh2LxYJOp+PcuXMNHUqD2LVrF/n5+YwaNYpBgwYRHx8POAaqf/311w0cnRBCCNE4NLmWCYB77rmHzz//nEGDBtG8eXNmz57N0KFDr9rxElarFYvFgtlsBsBoNAKg0WhQKBQNGVqDWbhwIf/973/54osv6N27d0OH0+BsNhuLFy/mz3/+My1atODs2bP885//JCIigo4dOzZ0eA3iz3/+M9dff73r8dmzZxk/fjzz5s27aq+JEEIIUV6TTCamTp1KcXEx48aNw2QyMWTIEGbPnt3QYTWYVatWeUx76qw8r1279qpNsN58803UajWTJk3y2L5nz54GiqjhrV+/nv/+97/o9XqCg4MZOHAgCxYsQK1ukn8mquTv74+/v7/rscViARxdwJzdKYUQQoirXZOsJahUKl544QWZyvG8+Ph4VxcN4ZCWltbQITQqSqWSzz//vKHDaNTatm0rnxshhBCinCY3ZkIIIYQQQghRPySZEEIIIYQQQtSKJBNCCCGuWFarlbfffpvBgwfTr18/pk+fTn5+fqX7b9iwgdtvv53evXszatQoNm3aVI/RCiFE0yPJhBBCiCvW3LlzWbduHcuXL2fDhg0APP/88173PXXqFNOnT2fq1KkkJSUxdepUpk2bJgsSCiHEJZBkQgghxBVr2bJlPPLII0RGRhIcHMxzzz3Hxo0bvSYIK1asoEePHtx5551oNBpGjx5N9+7dWblyZf0HLoQQTYQkE0IIIa5IJSUlZGVl0bNnT9e2du3aERQU5HXmrUOHDlVY6b579+4cOnTosscqhBBNVZOcGlYIIUTTV1paCkBQUJDHdq1W63rOXVlZGcHBwRX2PXLkSI2Oe+DAgRpGWnu7du2qt2PVFzmnK0NTPCdomufV0OckyYQQQogrknPxwPKJQ3FxcYUEw7l/SUlJtfa9mJ49e+Lr61vDaGtu165d9O/f/7Ifpz7JOV0ZmuI5QdM8r/o4J6PReNGbKNLNSQghxBVJq9XSpk0bUlJSXNtOnTpFaWkpMTExFfbv2rUrBw8e9NiWmppK165dL3usQgjRVEkyIYQQ4op1zz338Pnnn7uSiNmzZzN06FDatm1bYd8xY8Zw4MABEhISMJvNJCQkkJKSwpgxY+o/cCGEaCIkmRBCCHHFmjp1KjfffDPjxo1j2LBh2Gw2Zs+eDcDq1avp16+fa9927drx0Ucf8emnn9K/f38+/fRTPv74Y6+JhxBCiOqRMRNCCCGuWCqVihdeeIEXXnihwnOjR49m9OjRHttuuOEGbrjhhvoKTwghmjxpmRBCCCGEEELUiiQTQgghhBBCiFqRZEIIIYQQQghRK5JMCCGEEEIIIWpFkgkhhBBCCCFErUgyIYQQQgghhKiVepsa1mQysWTJEn766SeOHDmCXq8nJCSEHj168Pjjj3vMBS6EEEIIIYRo/OolmSgsLOShhx7i4MGDHttzcnL4448/uO666ySZEEIIIYQQ4gpTL8nEP//5T1ci4ePjw8SJExk0aBBlZWVs3rwZjUZTH2EIIYQQQggh6tBlTyZKSkr4+eefXY+ff/55Jk6c6Hp82223Xe4QhBBCCCGEEJfBZR+AnZGRgcVicT2+9dZbL/chhRBCCCGEEPWg3mdzUigU9X1IIYQQQgghxGVw2ZOJqKgoVCqV6/Gvv/5aYR+73X65wxBCCCGEEELUscs+ZiI4OJiRI0fyww8/APDOO+9w7tw5rr32WnQ6HVu3bqVr165MmDDhcocihBBCCCGEqEP1MpvTyy+/zJEjR0hLS8NkMjF37lzmzp3rev7FF1+sjzCEEEIIIYQQdahekonmzZuzfPlyvvnmG37++WeOHDmCwWAgJCSE7t2706dPn/oIQwghhBBCCFGH6m0FbF9fXyZPnszkyZPr65BCCCGEEEKIy6jeZ3MSQgghhBBCNA2STAghhBBCCCFqRZIJIYQQQgghRK3U25iJ+mYymThz5gwBAQEe61wIIURTZrVa0el0tG7dGo1G09DhNCnONZFMJlO9HdNoNNbbseqLnNOVoSmeEzTN87rc5+T8m1fZunAKexNdMe7EiRPk5uY2dBhCCNEgwsLCaN++fUOH0aSUlJRw+PDhhg5DCCEaRJcuXQgODq6wvcm2TAQEBACOL1RvJ361ysjIICoqqqHDaFTkmniS61HRlXRNSkpKyM3Ndf0NFHUnMDCQLl264OPjg0KhaOhwhBCiXtjtdsxmM4GBgV6fb7LJhLNrU3BwMKGhoQ0cTeORkZEh16McuSae5HpUdKVdk9zcXOneeRkolUq5OSWEuCr5+flV+pwMwBZCCCGEEELUiiQTQgghhBBCiFqRZEIIIYQQQghRK5JMCCGEEEIIIWpFkgkhhBBCCCFErUgyIYQQQgghhKgVSSaEEEIIIYQQtSLJhBBCCCGEEKJWJJkQQggh6pnVauXtt99m8ODB9OvXj+nTp5Ofn1/p/hs2bOD222+nd+/ejBo1ik2bNtVjtNVXk/Nav349EydOZNCgQQwYMIAJEyaQlJRUzxFXrabvldPixYuJiYnhk08+qYcoa6am55SXl8cLL7zAoEGDiI2N5c477yQ7O7seI65aTc9p3rx5xMXF0a9fP2699Va+/vrreoy2en744QcmTJhAbGws3bt3r3L/hvo7IcmEEEIIUc/mzp3LunXrWL58ORs2bADg+eef97rvqVOnmD59OlOnTiUpKYmpU6cybdo0MjMz6zPkaqnJeRUVFfHggw/y22+/sXXrVkaNGsWjjz7KmTNn6jPkKtXknJxOnz7Nl19+SZcuXeojxBqryTkZjUYmT56Mj48PP/30E0lJSbz77rsEBgbWZ8hVqsk5rV27lo8++oh3332XPXv28PbbbzN79mw2b95cnyFXSavVMmHCBGbOnFnlvg35d0KSCSGEEKKeLVu2jEceeYTIyEiCg4N57rnn2Lhxo9cv/hUrVtCjRw/uvPNONBoNo0ePpnv37qxcubL+A69CTc5r9OjRjBgxAq1Wi1qtZsKECfj6+nLgwIEGiLxyNTknp3/84x/MmDGDkJCQ+gu0Bmr6+SsuLuaVV14hNDQUpVJJdHQ0QUFBDRB55WpyTidPnqRr16707dsXgH79+hETE8OhQ4fqOeqLGzZsGKNGjSIyMrLKfRvy74QkE0IIIUQ9KikpISsri549e7q2tWvXjqCgINLS0irsf+jQIXr06OGxrXv37o2u4lPT8yrv0KFDFBYWEh0dfTnDrJHanNOSJUvw8/Pjtttuq68wa6Sm57R9+3Y6d+7MrFmzGDRoECNHjuTLL7+sz5CrVNNzuu222ygtLWXXrl3YbDaSkpI4fvw4w4YNq8+w61RD/p1QX/YjCCGEEMKltLQUoMKdXa1W63rOXVlZGcHBwRX2PXLkyOULshZqel7u8vLyeOqpp3jkkUfo0KHD5Qqxxmp6TllZWXz66acsW7asXuKrjZqeU0FBAVu3bmXmzJm89tprpKWl8cgjj9CiRQtGjx5dLzFXpabn1KJFC/70pz8xadIkbDYbADNnzmy03dKqoyH/TkjLhBBCCFGPnH3Ny1dyiouLvXYdCQwMpKSkpFr7NqSanpdTdnY2EydOZMiQITz77LOXNcaaquk5vfTSS/zlL3+hZcuW9RJfbdTm89eyZUsmTZqERqOhV69ejB49mrVr19ZLvNVR03P65JNPSEhIYOXKlaSkpLBq1SoWLFjA8uXL6yXey6Eh/040+ZaJH/ZlYaDqWReuFmeyythd3LjuZjU0uSaerpbr4aNSEtuhOb3bNW/oUMRVRqvV0qZNG1JSUujWrRvgGDxZWlpKTExMhf27du3K9u3bPbalpqZy3XXX1Uu81VXT8wLIzMxk8uTJjBgxghdeeKE+w62Wmp7T5s2bSUlJ4f333wccldvk5GQ2bdrE4sWL6zX2ytT0nLp16+Z1HItCobjssVZXTc8pJSWFuLg4OnfuDEB0dDRxcXH88ccf3H333fUae11pyL8T0jIhhLgqma02kk8VNXQY4ip1zz338Pnnn7sqPLNnz2bo0KG0bdu2wr5jxozhwIEDJCQkYDabSUhIICUlhTFjxtR/4FWoyXkdPXqUCRMmcPvttzfKRMKpJue0fv16Vq1a5frXs2dPJkyYwIcfftgAkVeuJuc0duxYCgsL+frrr7FarRw6dIg1a9Zw6623NkDklavJOcXGxpKYmMjx48cBx2cxMTGxWtOv1ier1YrRaMRsNgOOmbWMRiN2u73Cvg35d0KSCSHEVclHpaRXZLOGDkNcpaZOncrNN9/MuHHjGDZsGDabjdmzZwOwevVq+vXr59q3Xbt2fPTRR3z66af079+fTz/9lI8//thrJamh1eS8vvjiC7Kzs1m4cCH9+vVz/Vu9enVDhe9VTc6pVatWHv80Gg1BQUGEhYU1VPhe1eScIiIimDt3LsuXL6d///789a9/Zfr06Y1ugHlNzmnKlCmMGDGChx9+mH79+jFlyhTi4uKYOnVqQ4Xv1apVq+jduzdTpkzBarXSu3dvevfuzenTpxvV3wmF3Vt60wTk5+eTkZFBVFQUoaGhDR1Oo7Fr1y769+/f0GE0KnJNPMn1qOhKuibyt08IIUR9kpYJIYQQQgghRK1IMiGEEEIIIYSolSY/m5MQQoiqDR06lOLiYlQqFTabjdatWzNixAgee+yxWk8teDnKFEII0bjUazJhtVp59913WbFiBUajkaFDh/Laa6957de7fft2Jk6cSEBAgGtbTEwMS5YsuSyx2e12jFYTdrsdX7UGs9UC2FEqlCgVKqw2Kxa7FZVCgUqpcpyPzYavWlPjY5ksJpQKJQqFArPNgp/at1qvs9lsmKwmfNW+GCxG/H38anxsJ73ZgEblg9Fqwk/th9FixE/t26imemuszFYLdmyolWqMFlOl74POpEej9gHAYrXi51O997k8vdng+kyqlErUysZ7D8BsNWMH1ErVRa/N5WS1WTHbLGhUPhgsRgJ8/LHb7RjOf8YNFiO+Kg1KpTTMOmVnZ5OTk0NCQgLR0dGYTCZSU1N57bXX2L59O9988w0qlarByxRCCNH41GutZO7cuaxbt47ly5cTEhLCzJkzef755/niiy+87q9SqdizZ0+9xFZmLsNuh0X7vmfTySReHPYkpaYyFu79jshmrXly4GQMViNbTiax5tBvKBRK7u5xO8OjBlc7GQAwWIxsPrmTJclrsNgsjI4ZwW1dbsK3ijKsNit5+kI+2DqPY/kn6NWyG3+97iGCNIE1Ok8fHx+MFhM7Tu+la1gnPtnxPw7nHqVreDRPX/cwWt9gSSguwmAxcij3KPOSvqHQUMzwDoN5sO9dFZJKvdnAuowtrEj9GYD4biO5pePQGicURouJBXuWs+nkTsICQnns2gl0Cu1QqyT2cjOYjSSfO8SC3csoMZVxS8ch3NvrznqN1Ww1c7r4LB9v/4qskmwGRPThyUGTMFqMfLB1Pinn0ujcogNPXTeFUL8QSSjOS05OJiAggE6dOgGg0Wjo06cPb7/9NqNGjSIpKYlBgwY1eJlCCCEanyq/SdPT0y/6/Pr166t9sGXLlvHII48QGRlJcHAwzz33HBs3biQzM7PaZXhTXFxMZmamx7+cnJxqv15v1nPw3BF+Tl/P7xlbaRPckpZBYfxn6zxydfn8OfomtpxK4mxJDov3r6TEVEaxsYR5u5dwrjS3RrEW6IuYs/NrigzFlJl0fJO8iiP5J6p8ncVmZfamz0jPy8Bqt7H3bAqf7ViEzqyv0fFDW4Sy6cROOoW255MdC0nNScdqt5FyLo0Pt32JwWKsUXlXG7vdzuyNn5JdlovRauLXoxv4PWMLFpvFtY/RYuJUURYL935LibGUEmMpX+39ltMlZ2t0LJPVzE/p6/g9Ywtmq5kzJdn8a+MndX1KdcZis/De5rnk6PIxWIz8cHgdW0/txmqz1lsMduCtDR9zsug0FpuFrad2kVuWzyc7FrI/OxWr3UZa7jHe3TQHk81cb3E1hLy8vAp/F4uLi73um5ycTLdu3SokV506dUKpVHLmzJkaH/9ylCmEEKLxqXJq2NjYWHbv3u16PHDgQHbs2FHp85UpKSnh2muvZeXKla7VCQH69+/PO++8wy233OKxv7ObU6tWrbBYLPTo0YNnnnmGrl27Vij7o48+4uOPP/bY1qVLF1599dUq4xJCiKboP//5j8ffaoBp06YxPiviGwABAABJREFUffr0Cvs+/PDDdO7cmZkzZ3psLy4uZsCAAXzxxRcMGzasRse/HGUKIYRofKrs5lQ+16jqcWVKS0sBKgy602q1rufcdezYkVWrVtG5c2d0Oh2ff/45kyZNYvXq1bRs2dJj30mTJjF27FiPbWVlZZSWllZrrnW9WU9ydhonCk+zPCWB9iFteWHoX5j2w8vY7DZm3jCNs6U5tAluxRvrP/B47bt/eol2IRHVugYAZ0rO8dSPr3hse+WmGfS4pstFX2e0mHhp7WxOFF5oxRkY0ZcnBk0kwMe/2sfPPJ1JmuEEMeEd+TxpMak5R1zP9WrZlb8NeaxB+rk3pJqsIaA3G3hk1fOYrRfuaj8cO564TkNdYxmMFhMnCjN5ae1sj9f+34i/0ym0fbXjMlnN/Hh4LYv3r3Jt81P78vmd71zWrkO1XVOh1FjGo6uex2q3ubY9OXASQ9sPcI0zutxMVjPTEl6i0HDhDvx//vwq/9v3Hbuykl3bOoW255WbZlS7i+KVuM7ErFmz8Pf3/Nug1Wq9vubAgQPceeedFbZv3boVX19fYmNjaxzH5ShTiKbowQcfZM+ePfj4+HhsX7JkCTExMQ0UlRDVV2U3p/L956t6XJnAQEff/vKJQ3FxsddZPcLDw+natStqtRqtVsuzzz5Ls2bN2LBhQ4V9tVotbdu29fgXHh5erbgA/H386X5NNCOjh3NT1PVklWRztjSHp6+bQlhAKD+l/8H1kdfSKjic+3uPIVgTSDPfYKbE3ss1QTVb1bK5fzMeG3A/IX5aAjUB3NfrTjpXo4KpVqp4bujjRLeIQqVQ0rdVDx4f+ECNEgmA/Lx8hrYfwNH8EzwxcCLdw6NRKZT0uCaGvw5+uEbjP65GCoWC54Y+TsugcHxVGv7U2fGZcR8U7avWENmsDRP7jkPrG0ywbxCT+o4jIrhVjY6lUfnw5+ibuSnqenxUPrQObsnfhz1R16dUZ9QqNc8MmUp4YAv81L7c3uVmBkfG1lsiAaAAZt4wjfYhEaiVaq6PvJawwFCeGDiRPq26oVIoiQnryLNDpqJR+lRZ3pWsRYsWFf4ueksmTpw4QVFRET179vTYXlZWxocffsj999/v+vu9fv16Jk6cyL333svbb7+NzWbjnnvuITMzk7Nnz3L//fdz9uzZSyoTID4+ng8++ID77ruPp59+moSEBCZPnszo0aO93nwS4kr3xBNPsGfPHo9/kkiIK4a9Cv369fN4PGDAgIs+fzE33nijffny5a7HJ0+etHfp0sV+6tSpar3+1ltvtS9btqxa++bl5dmTkpLseXl51drfZrPZ9WaDXWfS2602q91gNtoNZqPdaDHZLVar3Wg22XUmnV1vMtjNVrPdbDXbDWZjtcouz2g22s0Ws91itdj1ZkO1X2e1Wl3x6Uz6Wh07KSnJbrfb7TqT3m6xWuxlJp3dZrPZdSa93Waz1arMK53zmlSXyWK2Gy3GKt+HMqPO9VnRm6r/Ppfn/pk0W821Lqe6ano93JksJrvRYrqkz+ilcv6/stqs9jKTzm632z0+4zqT3m61WmtU5qVck/pW0799a9assffr18/1/7+srMy+du1a+6hRo+wPP/yw3Wh0/J07evSo/b777rPr9Y739bHHHrNnZWXZt2zZYn/yySftDzzwgD0jI6NOyhw0aJD95MmTdrvdbr/pppvsf/zxh91ut9ufeuop+759++rgKgnReDzwwAP2//73vw0dhhC1VmU3J7PZzGeffeZ6bDQaPR5bLBZvL/Pqnnvu4fPPP2fQoEE0b96c2bNnM3ToUNq2bVth361bt9KmTRsiIyPR6/XMnz+fvLw8hg4dWu3j1YRCofC4K1++G4lKqQQ872SqazkRjMat7JrctVUqlfgrHV2QLrUrkvP1AUr/OinvauKjuvDf5mLXLUBzodXoUqZzdR6jMc7gVJ6P6sL/kYb6TKmUKtf/K2fLnUKhcMUjn3VPycnJ6HQ6YmNjUalU+Pn5ERMTw5QpUxg9erRrAPWPP/5IQUEBjz76KACFhYXY7Xa6du3Kjh07mDVrFh06dLjkMjMzM7n++uuJjIzEbrcTGBjI8OHDASgqKvL6fSGEEKLhVFnD6du3L5s3b3Y97t27t8fjPn36VPtgU6dOpbi4mHHjxmEymRgyZAizZzv6la9evZpXXnnFNRVsWloaM2fOpKCgAH9/f7p37878+fNp3bp1tY8nhBDi4l588UVefPHFKvczm81Mnz6d2267zfXYZDIxbdo0Zs6cyfLlyxk1atQll7lq1Sp69eoFQEZGBh07dnTtX1BQUOUYOCGuRJ999hnz58/32JaUlNRA0QhRM1UmE//73//q7GAqlYoXXniBF154ocJzo0ePZvTo0a7HkydPZvLkyXV2bCGEELU3fvx4nn/+eddic/fccw8rV67kiSeeYMCAAWzdupV169Zx8803X1KZqampjBw5EoCUlBTXuItTp04RGRl5Wc5NiIb2+OOP88QTFx8TZ7VaZaFH0Sg13qV0hRBCNBpt2rRh0aJFHtucLQqAa/B0XZZ5xx13uH6PjIzko48+qvExhLiSZWZm8tRTT9G5c2esVisvv/wyTz31FFarFZPJxFtvvcWvv/5KVFQUI0eO5IYbbmDmzJmMHDmS0aNHs2rVKlmIVlx2kkwIIYQQQjRSp0+f5quvviIoKAiz2czcuXPRaDRs3LiRL774wtVKGB0dTa9evdi6dSvR0dFERUVJIiHqhSQTQgghhBAN6JNPPuHzzz/32Pbee+8RHR1NdHS0awr9kpISXn/9dXJzczGZTAQGBtKrVy/++c9/sm3bNsaNG8fXX3/Ntm3buO666xriVMRVSJIJIYQQQogGcrGxqZmZmR7jJFavXk337t2ZOnUq69ev58svv0StVnPNNdewZs0avvjiC37//XdWrlzJu+++Wx/hC1H1onVCCCGEEKLhDRkyhISEBB599FG2bdvm2j548GAAgoKCGDx4MLm5ubRvX/WCuELUBWmZEEIIIYRohNq2bcuCBQtcj6Ojo1m9enWF/dxnwLzttts8JjIQ4nKTlgkhhBBCCCFErUgyIYQQQgghhKgVSSaEEEIIIYQQtSLJhBBCCCGEEKJWJJkQQgghhBBC1IokE0IIIYQQQohakWRCCCGEEEIIUSuSTAghhBBCCCFqRZIJIYQQQgghRK1IMiGEEEIIIYSoFUkmhBBCCCGEELWibugAGhNLmQ6wo/T1RalWY9HpwG5HqdGg9PGpsL9Vr8dus6FQqVH5+dZ/wDVgNRiwW610iIjw+rylTIfCR43NZAI7KNVqVP5+Fy3TUlaG3W5HoVSiDgio/NjO6+Tjg0qjqVa8NrPZEYtC4Sq7qvejwnHPn7NCpULlV/FcLDo92G1EtmlTrZgulfN4NbkOtVXVuTvZrFZsBgMAKn9/FMrq318o///lUl2IRYHK369GsdToOF4+WwKGDh1KcXExKpUKm81G69atGTFiBI899hhBQUGXVPZ7773HnDlz+OCDDxg5cmQdRSyEEKIxkGQCsJlMGHNyOL7gf5iLi+k4dQqqwEBOLPgfpvx8rhlxC+HDhnpUyiw6HccX/I+yo0cJ6duHtnePa7QJhVWv5/jCrylJS6NZr56E3HevK1abyYQxNw9jbi6B7duR8eVC9KdOETpoIG3uvAOVb8VzstvtWPV6Tiz6xlVmu/vGV6i02m02LCUlZHz5FfpTmbS4/jpaj7rNa5ke8RqNnFv3B+fW/Y5vWBgdH38Uu8XC8S+/wpB9jvDhN9ByxC0XLcdqMHBy8RKKDqSg7daV9g/c70qO7DYbltJSjn+5EN3JkzQfOADrmNFVxlVbNqsVS0kJx+d/hf70aVoMuZ7Wt//5sh3PajBw4utvKE45iLZHd9rff5/XhMJqMFB0IIXTK1ah9PGh3YR7CWjXrsrybSYThnM5nPjK8f+l1Z//RIvBgy6atFQn5qLkA45YfH1pd/+9BERG1vk1shoM5KzfSHbiWnzDWtBh8iQ0oc2rlZw2ZdnZ2eTk5JCQkEB0dDQmk4nU1FRee+01tm/fzjfffINKpapV2ceOHWP+/PmEhISQkpIiyYQQQjQxkkzgqBzve+5FrGVlqLVa/Fq2YvcT0zEXFQFQknYYdWAgoYMGolSpsOr1pL39LoV79wFQeuQoFp2ODhMfQOXv35CnUoFFpyP9/Q/J37ETgLKjx7CUlBD16BTU/v7Y7XZSXnmNfh/9h+S/v0RZRgbgOCe71UrE2DsrVBKtOh3p//nIs8ziEqIeeQh1YKBrP5vZzIGXX0N34sSFMu122oweVemdebvVSt7mrRz7bC4A+lOnUKpU7P3bCxjP5TjKOZyOUuPDNTff5PWOuEWn59hnc8hZv9EVnyk/n87Tn0QdEIDNZCbl1X9SdvSYKy7sdse5XoYKvt1i4cBLr6A/lek6nkKhoPXtf0ZZxy0UFp2Oo//9lNxNWwDHuZsLCun0xGMV7sIbss+R+sb/gd0OQFHyAQbMn0tAFXfr7XY7+593/H8BKDmUhs8rLxHSt0+tWxP0WWccsZxXlHyAAV9+Xqfvh81qJX/HTo5+8hng+BwVpx7i2rmf1tkxrlTJyckEBATQqVMnADQaDX369OHtt99m1KhRJCUlMWjQoFqV/frrrzN06FBat27NwYMH6zJsIYQQjYCMmQBK04+4KkZBHaMoPXrUlUg45azfiM1gBEChVrsSCae8rdvgMnXLuBQqPz/yk3Z5bMvbtt11J7bsWAYBHTpgNRhciYRrv63bsVutFcv0969Y5vbtFSrGVr3elUi49tu8BbvZUmm8VoOB3E2bXY/9IyMxnD3rSiSccjduxmY0ei1D5ashb9sOj23523e6Ej2b2eRKJFxxbdnq9VzrgqWszJVIOOVu3oLNbK7zY6n8/Cuce9627RUSQpvFQs76Da5EAhxJT37SLgLdEkJv3P+/OOWs34i1kvejKjaz2RGLG7vZTMHuPbUqr9LjGAzkbtzssc1cUIgu83SdHqexyMvLIzMz0+NfcXGx132Tk5Pp1q0bynJ/wzp16oRSqeTMmTO1iiEhIYFdu3bx4osv0qVLF1JSUmpVjhBCiMarybdMZGRkkFGukuwuICCADteEux6bCgrwa93akRjYbK7t/m0jyC8u4tShVPr06IEmLAxTbu6F5yMiMOh0HDpw4PKcSC317t4dv1YtMWRdqAz4R0Rg1Ok4fvo0UeHXYMg6g8o/AFVgANYyndt+bbBYLOzbdSFxUCgU9OnRw2uZVpOJPfv3A6BSqejZtSuqgACsOp3HfqVlpRw9lOo13vZt2uAfEUHBrt2Ao7LnGx6OQq3GbrG4ldOGopL/Z+++w6Oq0geOf6elV0ICaZQECB2SSEBAUUREBAQWQV0LiGJZEBWBld21rXX5WRAbqMi6CgoKUsSGiBUSSCgpEEoCJCGk98n0+/vjMpNMem+cz/PwJHPnzrnn3hkm573nvOeUcO7kyWplDBkwAOfAAMpSKt53p4AAjFotiadOMWzwYNRubphKS+3KKysr48yJmuvVVGq1miFhYaicnTCX6yodL5DSsjLO1lD/5hg6cCDOgQFoz1+odKwADFotCcnJtm1+fn44964+pMkpKJBSo5HY2NhqzwG4urrSu9L/F9sxgoPIzc8n49KlRte5h58fzjUMr3IMDODMmTMUVQnsm6pXQADOQYFwuUcNAKUSjY8PiYmJ6HS62l8MtV6Tjur5558nJsY+sFy8eDFLliyptm98fDxDhw6ttr20tBSLxYKPj0+jj19aWsorr7zC/Pnz6d27N3l5eRQUFJCZmYm/v3+jyxMEQRA6pi4fTPTt25du3brVuY+5XEfvu+/kwuYtaM9fwFRSQp/593D+f58hGY24DwwjaM5s1M7O+Pn7YzEYGPDEUk6+/CqmklIcfX3p97eHcPL0JDIyso3OrGEsRiMDHnuUEy++jLGoGAefbvRf8ghObm4MGjQIc7kOvxuuQ5+bS7/Fj3Bm7buYtVqcAwPp+8B9ONZwTiadnv6PLubky6/KZXbrRr/FD6N2drbb16zT0W/JI5x56x3M5eU4BwfRd+ECHLy9iPTzq7XOXrfPpfjECUpPn8FYVISxpJTQhxeRsu5DLAYDriF96XXXnWjc3PDp2bP6OZvN9F+6mKTnXsCQX4DG05MBjy1B7ehIeHg4Zp2efo/+jdNvrr18rgH0vX8hjj7diPSt3lBuLrNOJ1/bt9/FXK7DpVcwfRbci4OXZ53XoSksJhP9ly4h6fkXMRYWovH2ov/SJWiqvDcAZj8/Cq4eY+tV6zllMm59+nA2MbHOz7G5XEevu+4k7fMtSCYTnsOGEjBtKionJ3rWkuBfH7OfHwXRMeRHx4BSif/UKbgFB+PZwsPOvG/7C0UJiZeHyjnQ+967UTs4MGTIkDpfFxsb2+H+b9cmPz+f1NRUnn76aZyrDLv08PCo8TUJCQnceuut1bYfOHAAR0dHIiIiGl2PNWvWoFAoeOihhwAYMGAACoWCxMREEUwIgiB0IQpJqjTOoQux/kFtSDAB8pAcFArMOr2cnCwBCrkhqHJyQunoiEKhqNjfYEABGEtK0Li7g0LRYZM4LQYDINdV5eqKUqWyq6v13C0mE0qNBlNpKWo3NxRKZa3nZCovR6lSYSwuRu3hAZJU4/h2s04vX8eyMlSurijUapT1JHJKkoTFYMCsLUfl4lwxFEehwKzVonJxQanR1Dk+32I0giRVvD9gNwzLWi9TaRlKF2dUDg711qs5zDqdXP/L16G++jdH5fe7pnO3q1d5ORaTCYVKhUKhQOXs3KCGc9X/L81Jvrari9GEQl1Rl5YmSRIWvQFzebmckC9R76xl0DmDiYZ+950/f57JkyezZ88eW84EQFlZGXPnzuXaa69l5cqVAPzyyy989NFHGAwGwsPDWb58Obfffjuvv/46arWaZcuW8dprr1FYWMjs2bPRaDR2M0Hl5eXx8MMPs3Tp0hrLW7lyJbNnz2bChAkcPHiQHj16MGnSJL788kvy8/PZtGlTs2eWEgRBEFpWl++ZaChrw6Vqo6i2RpI1gdixCd3/bU1Zqa5HjhwhPDzc7nnbuVsfN+BusPryaxy7d69zP+usUY1JpFUoFKgcHWt8TUPLsQZBtb0/lesVFxfXpDuvjWH9HLXWDE6VKRvx2VQ5O9OUEKq2/y/NoXJ2RtXK8xcoFIrLwU/HnHmtPcTHx+Pq6kpISAgAWq2WgwcP8sYbb9CzZ08ef/xxQJ6Vad26dWzYsAEnJyceeughsrKyePzxx3nllVcoKirixRdfpEePHjz22GOMGzeOl156ye5Yzz//vC0Ju6byMjMzuXjxIrNnz2bp0qVMnDiRWbNmsXHjRh577DFSUlIYPnx4214gQRAEoU4imLjCWCrlgQiyLto5JwgNEh8fj1arJSIiApVKhZOTE2FhYSxcuJAZM2bYkrL37NlDQUEBDzzwAACFhYVIksTAgQOJiYnh6aefpk+fPnz55ZecP3+eXbt20b3KzYaIiAg++uijWstLT09n7NixBAcHI0kSrq6uTJgwAYCioiKCgoLa6rIIgiAIDSSCCUEQhCvYU089xVNPPVXvfkajkSVLljB16lTbY4PBwOLFi1m1ahVbt25l2rRpzJkzhzlz5tRYxoIFC1iwYEGt5e3YsYNhw4YB8uQZ1t4SgIKCggYN2xIEQRDalggmBEEQhHrNmzePFStW2Bawmzt3Ll9//TWPPPIIo0aN4sCBA+zbt4+JEyc2ubwTJ07YFrVLTEy0zTCVlpZGcHBwq52bIAiC0HQiAfsK05kSSduKuCb2xPWorjNdE/HdJwiCILSljrfKmiAIgiAIgiAInYIIJgRBEARBEARBaBIRTAiCIAiCIAiC0CQimBAEQRAEQRAEoUlEMCEIgiAIgiAIQpOIYEIQBEEQBEEQhCYRwYQgCIIgCIIgCE0igglBEARBEARBEJpEBBOCIAiCIAiCIDSJCCYEQRAEQRAEQWgSEUwIgiAIgiAIgtAkIpgQBEEQBEEQBKFJ1O1dAUEQBEHozIxGI+np6eh0uvauiiAInZyTkxNBQUFoNJr2rkqDiWBCEARBEJohPT0dd3d3+vTpg0KhaO/qCILQSUmSRF5eHunp6fTt27e9q9NgYpiTIAiCIDSDTqfDx8dHBBKCIDSLQqHAx8en0/VytmkwYTabefXVVxkzZgzh4eEsWbKE/Pz8GveNjo4mLCyM8PBw27/bb7+9ZetjNGMoNSBJkt12Q6kBs8Fc8/5lBsxGMyadCX2JHpPB1KBjSZIkl2usXm59LGYL5QXlGMuNtm0mvQlDmcG+7BrqXJWzszNmoxldoQ6zyWwrR1+qx6STz8VsMGPUGWss07rNUGrAbGr8uQAYygyYDCaMWiO6Ivk/jLHciL5Uj7HciKHcYPvdpDehK9bJ75Ol4dewMdekNhaLpUnvmclgkuuuM2HQyu+RxWRBX1xxToZSA0at0e511s+W9fpUZtQbMWqNtutuLDfK++ka9vlrLut73hE15/+WUN3rr79OWFgY3333XYcsr6MSgYQgCC2hM36X1DvMyWQyIUmS3ditbdu2ceLECUaNGsXkyZMbfLD169ezb98+tm7dipeXF6tWrWLFihV8+OGHNe6vUqk4cuRIg8uvScmlEtyd3NG42I89M5QZiPsgjuyEbIb9dRiBUYEAZB3N4ujGo3Qb0I1RD49C46pBoVBg1BpJ3pVM6I2haHO1FKcVc+yTY3j18SJqSRQOrg4olDV/AAxlBtIPpJOwOYEeI3sQsTCiWn1qoy/WkxWfxbGNx/AK8WL00tFIJonotdFoc7Rc+69ryTqeRfyn8fgN8yPigQgcXB1qLS80OJSzP5zFwc2BniN7Up5Xjr5ET9z6OAKuCmDwbYMpLygn90QuiVsS8R3sS+SDkSBBdmI2Xr29OP/rec58d4bgccEMu2NYg8/FUGagIKUAfZGeHiN6ELM2Br+hfoTcGIJZb6Y0uxTPIE8sBgtluWW4+blhLDcS+0Es4QvCOffLOU58dYKAUQGMvHdkrcc1lBm4eOgixz89bqt/XdektjJSf0rl5NcnCRoTxPC7htd7npIkYSwzknYgDb+hfsS8HYPaUc3VT1yNrkhH1vEsAkYFYDFaiH4rGkOJgdGPjsatpxuF5wtRqpWU55Vz7JNjeId4E7U4CqVGiVFrRKFQcGLbCQZMH0BJZglGrZG49XE4eTtx9RNX4+DhgEqtatQ5NoT1nA69d4j8U/mMXDCSHiN6NPp6thZDmYGM6AziN13+/N9f9+dfqFtKSgobNmzAy8uLxMREpkyZ0qHKEwRBEDqeeoOJxx9/nPHjxzNv3jwA3n33Xd59910GDBjAF198wb/+9S9uu+22Bh1sy5YtPPLIIwQHBwOwfPlybrzxRtLT0wkKCmrGadTuxyd+5LYPbsPTxdO2zVBq4ItZX5CyNwWAIx8dYVHcIkovlbJp6ibbfie+OsG9++7FYrawY/4ORi0exak9p3DxcWHTLZvgcodG4heJLDy4EI1z9cam2WDmxLYTfH3P17ZtZ749w5wtc3B0c6yz7kadkbQ/0/js5s8A0LhouOqhq/j4mo/JSczhumev4/Q3p/n63oqyT+0+xe1f346DW/UGlaHMQMLmBI5+fJTbd95O2h9puAe48+HoD7GYLCw5vYTErYmoHFRsv2u77XUO7g64+bmhzdOS+lMq+/6xD4CjHx/lwm8XuHntzTi6130uAHmn8tjyly08HP8w/73uv2TFZ7E8ezl5J/M49c0prnroKvJO55F+IJ0BMwYAsC58HeNWjOPktpN8++i3tuOm7k3l1o23VjuuxWTh9J7TfDn3S9u209+c5vadtze4kWksNxK7LpYflv1gO975X89zy3u31HmeJp2JL2Z/wZwv5vDe0PcouVjC3T/djdlg5vNbP+fuH+4G4P3I9ynNLLUda9TDozj2v2OE3hjK5hmbbZ+rtD/TmP3ZbMrzytmzeA+RiyI5vfs0PUb2kN8zo0Wu38ajLDm9pFWCCVO5iU8mfUJGdAYAcR/GceeeOwmdHIpS1b6jJM1GM8k7ktn21222bae/Oc28bfNq/PwL9Xv++ecZP348/v7+JCUldbjyhLrl5OTw0ksvER8fj4ODA4GBgaxatYolS5awe/fuVjnmtm3bSEhI4Omnn26V8tvapUuXeO655zh79iwWi4XrrruOFStW4OAgvlMqq+2zptFoeOihhzrd562ucvfu3cuaNWswGo1oNBqWLl3KpEmTWvT4nV29rYGEhASuu+462+NPP/2UF154gW3btrF69Wo2b97coAOVlJRw8eJFhg4datvWq1cv3NzcSE5OrvE1ZrOZCRMmMG7cOBYtWsTJkydr3K+4uJj09HS7f1lZWXIZRjOx62LthkAYy422QMJ2LIOZmLdi7LZlRGegzdOiUCg4/e1pgq8OxtnLmSMfHrE1+ACyjmdReK6wxroZy43ErLUv98y3Z2wNwboYy4wceueQ7XHg6EByEnPIScwBoN/N/Yj7IM7uNak/pVYbPmM7R718Lfrd3A+z3oy+WM+x/x7DbDDTrX83ALqHda9WZveB3YleG02/Kf2IXR9r91z8Z/GonerP49eX6olZG8Pwu4dTnFbMxcMXCZsehkFrwGegDypHFRpXDb6DfFE5qNA4azi95zSlmaX0u7n6cU9sP1FjV6Ch1FDteqfuS23UEB3JLHH4vcN22xI+T0ClqbuxXpxWjKufKyk/plBysQSAPhP6kPRlEoGjAslOyObMd2dsgQRAyA0hxLwdQ7+b+hH3YZzd58ojyIPUfamoHFSc/f4s/ab0w2K2cGzjMbvPT0lGCRd+u9Dg82uMsuwyWyBhFbM2BkNJ+w95MmqNxLxt/16n/JjSZkO/OjprEl/lf8XFxbXuv3v3bmJjY3nqqacYMGAAiYmJzTp+S5cn1E2SJBYvXkxUVBR79+5lz549PPHEE+Tl5bV31ToN6zWcNGkSP/zwA99//z1arZY33nijvavWoVxJn7WTJ0/y6quv8u677/Ldd9/x7rvv8uqrr9baHr1SKaSqCQNVREREEBcnNy7Pnj3LzJkzOXz4MI6OjpjNZsaOHUt0dHS9B8rMzOS6665j7969tp4JgOuvv57HHnuMW2+91W7/nJwc8vLy6NevH1qtlg8++IAtW7awc+dOevToYbfv2rVrefvtt+22de/enbfeeqveegmCIHRFb775JjEx9sHW4sWLWbJkSbV9S0tLmTJlCrNmzWLZsmXExcVxxx13sH//fvz9/Rt97JYur6M7ceIEgwYNatRrCsoMZBaW4+/ljHcLDM07cOAAb7/9Np999pnd9vT0dNudYr1ez7PPPktCQgIqlYq///3vjBkzhtOnT/PUU09hNBqxWCysXbuWPn36sGPHDv73v/9hNBoZMWIEzzzzDCqViq+++or169fj6+tLnz59cHBwaL+eibIcKDwHXn3A1bdZRdV0DUtLS7nhhht49NFH+f333zEYDKSnpzN9+nQWL14MUOt1Cg8P55577uHnn3/GycmJd999l+7duzerjk1VpC8iW5uFn0sPPB09639BHWr7rEH7fd6OHz/OSy+9hE6nw8nJiZdeeomQkBC2bdvGvn37KC8vJy0tjUmTJrFixQqABpW7fPlyRo8ezZw5c2zbtm7dSkxMDKtXr+buu+9m4MCBxMfHU1payksvvcTw4cPRarX8+9//5tSpU5jNZluQWld9KmvKd0p7qveWsouLC2VlZbi6uhIfH0///v1xdJSHekiShMnUsLuArq6ugPwfs7Li4mLc3Nyq7e/r64uvr/zF4OHhwbJly/j+++/59ddfqw2ruvfee5k1a5bdtpKSErRaLclvJjPnvTl2wx70JXr+XP0nv/77V0AexvNI4iNYjBbWX7UeXYGcFDx66WgmvjARgMPrDuPs7YxbTze69evGhvEb0OZoAQi/P5wpb0ypcWiFJElkHc/i4/Ef2+6OX//v6xnz2Jh6h2KYDCZKMkr4YNQHlOeVgwIev/A4+/61j2MbjzHi3hFELY7ivxP/a7tTfO0/r2XsirE1DscxlhvJOp7F1/d+zQOHHiD/dD7uAe5sGLeBgpQC7tl3D9ocLd6h3nwy8RP0xXoA/rL5L/hH+JO4JZGe4T3ZMnuLnNisgGnrpjHsr8NwcKn/j6E2V8uHYz5k0eFF/PSPnzj87mGWZS6j8Hwhecl5DJg+gKLzRRSmFtJ7Qm9UDiq+mPUFvkN8Cbs1jE23bMJULn/eJr82mchFkTVew5ykHD66+iNb/a/5xzWM//v4Wq93bGwskZGRtscWk4W0A2n878b/YdbL5zn1namMuGdEnUOlDKUG9q7ay7X/uJav7/masz+c5Zb3b2H4X4fzxV++4C+f/QUU8NXtX9l6xobeMZQpa6bw4/IfGbdyHBuv3Yg2V/5cjX5sNDe8dAOXjl3izJ4zOHk64TvElx4jerBh3AYKUwsB6DelH3O3za1xmF1TVL4ehlID+/65j+g18g0DJ28nFh1ehHeId4scqzkkSSInMYePxn5k+/xPeGYCVz95db1DCBur6mekI8vPzyc1NZWnn34aZ2dnu+c8PDxqfM2aNWtQKBQ89NBDAAwYMACFQkFiYmKTGv8tXV5tTp48yerVq4mNjcXBwYFrrrmG5cuXc+edd5KRIfeoffLJJ4wePbrFjtkSvj+eyUs7ElCrlJjMFv5x61AmD2/edTl9+jRDhgypcx9r42/Xrl2cPXuWhQsX8v333/P5559zzz33MGPGDAwGAxaLhbNnz/Ltt9+yefNmNBoNzz77LLt27WLs2LGsXbuWbdu24ebmxj333MPgwYObVfcmi98MOxaCygHMBrj1Ixh2R5OLq+kaurm54e/vj9lsJj4+nl27duHs7MycOXOYMGECLi4uNV6nmTNnotVqGTFiBI8//jj/+c9/bEO929ov6ftZe2QNaoUak2Ti0fDHuDZoQpPLa8hnDdr28xYSEsKnn36KWq3mzz//5I033mDt2rWA3DD/+uuvcXBwYMqUKdx9992oVKoGlXvmzBkWLlxot23YsGFs2lQxJL68vJzPP/+cQ4cOsWrVKnbv3s3777/PmDFjePnllykuLua2225j7Nixtdans99kqTeYiIyMZM2aNcybN48vvviCa665xvZcamqqrcFfHw8PDwICAkhMTLRFW2lpaZSWlhIWFtagMmrLcPfw8Kj2R9L6B7X0r8PYGHO+2mvN4wLo9tVstHnlePby5POTlwAFXp/PpOhCEU5eTpxzd+S/h+ThI+ahPph0RjAaUJ7Jxv1/M5DSinD0cCTTy8m2X00sRjPeW2dRlFaMS3cXklw0JNexv1099SY8PrsV6XwhTt7ObE7KRLpjEF439+VUiYFLucV4b51N0YUiXHycSXZ14MzhtFrLM+mMqN6YxDs7k3DxcYbsIhzevQmXjGJ2ZMnnbcksxOuLmRSlFePs48zvrhoU5/OQRvXgmFaPz/a/UJxejFtPNw45qomLbti5SGYLju/exPvfn8RpRj+8JgSx7sdkXH1dsfg48MefqShVSiRHCenAOZRqJYrlUSRll3G6sIxuX/2F4rQiXP1cOeasIaGWa2gxWfDaMst2TU65OnC2juudebGMuOIz9mUYzfhsn0NxWhFuPd2IdVRzNKb+8zTfEsrHB86hefwqPO4dwn6DmcN/pKJYFsX6n07j7O2E9GQU7vcOwWyykBvgzqdHM+DOQWxOzMT908ufK08nznk4svHgeSxGM+bRPTHpTSh1OlRHM3B8bwouF0tQO6op7e7MxoPnG/QeNETV62G+uS/e4wPQFerw7OXJlrM5KM93jO5s+f/W5c9/dxdOumg4faj2z39lGpWSiD7eDO/V/oFRa/Dx8aFbt2717nfy5Ek+++wzNBpNtQk1EhMTbWODf/nlFz766CMMBgPh4eGsXLkSi8XC7bffzuuvv45arWbZsmU89thjTS4PYPbs2UyYMIGDBw/So0cPJk2axJdffkl+fj6bNm2y3Xw6deoUf/3rX203qMrLy9m9ezdHjhyhrKyseRevFRWUGXhpRwJ6kwW9SR6u+OKOBEaF+rRID0VdYmNjueuuuwAIDQ0lICCA1NRURo4cyfvvv8+lS5eYPHkyffr04cCBAyQkJNjuyFqnvz1+/DhRUVG2z9bUqVM5d+5cq9a7RmU5ciBhKpf/gfw4ZFKTeygkSaqxnWHdPnbsWLy95e+LG2+8kdjYWNRqdY3XCUCj0XD99dcDMHToUP74448m1as5ivRFrD2yBoPZgAH5pstbR95khO/IZvdQ1KctP28lJSWsXLmS8+fl9p7RWDHc++qrr8bd3d1Wj4yMDAoLCxtUbk2Dd6p+Tm655RYARo0aRWlpKcXFxfz+++/s27ePDRs2AKDX68nMzKy1Pl0+mHjyySdZtGgRn3zyCf3792fBggW253bt2tWou3Vz587lgw8+YPTo0Xh7e7N69WrGjx9fY/L1gQMHCAgIIDg4mPLycjZs2EBeXh7jx49v8PEAlEqQavhyUDmoUDk44+TtXO0579Dqf4Dl/VX17ldjHS6Pte/Wr2H72x3XUX6LuvX3sdvu4uuKi6+r7XFDy87Jz8E/IAD3AHe77V59KxpUKsfay1Q5ONdYn4ZQqJQoVODqJzcGKte/rmwE98CKQLEhx1Wq5VSgplxvWxkaFUpN48+z8ufEzd/+Grv6VZxv5XOycvZxAap/ruS6qKrNJuXVx6tRdWsqlYMKZx8XW/06kub83zKaLcSnFXXZYKIhJEni2WefZdy4cbz00kt2zz3//PO2pOmUlBTWrVvHhg0bcHJy4qGHHiIzMxN/f38ef/xxXnnlFYqKinjxxRf5+9//3uTyunfvzsWLF5k9ezZLly5l4sSJzJo1i40bN/LYY4+RkpLC8OHDAXjxxRdtgYSvry9PPvkkzs7OvPXWW7ZeiY4os7ActUppCyQA1ColmYXlzQom+vfvz/fff1/nPrWNap4+fTojRoxg//79LFy4kBdeeAFJkmzD1Crbu3dvx5i6svCc3CNhDSQAVBp5exODif79+/PDDz/YbSstLeXSpUsolcpq561QKGq9TiAHE9bXKJVKzOa2n746W5uFWqG2BRIAaoWabG1Wk4OJhnzWoG0/b2vWrGH06NG88847pKenc88999ieq5w8r1KpbO9DQ8rt168fCQkJDBw40LYtMTGR0NBQ2+OaPhcAb731FiEhIXbPHTt2rNb6dGb1JmAHBwfz7bffcvDgQXbt2oWXl5ftufvvv59//vOfDT7YokWLmDhxInPmzOGaa67BYrGwevVqAHbu3El4eLht3+TkZObPn09ERASTJk3i6NGjbNiwodNHb4IgdAwalZJhwa17Z66j++qrrzh//jwvv/yybWip9V9ERIQtaXrPnj0UFBTwwAMPcPfdd5ORkWFrKAwcOJCYmBjmzZvH4cOHm1XemTNnGDt2LMHBwUiShKurKxMmyMMxioqKbDee8vPzOXjwoO08nnnmGWbOnMlNN93Em2++2YZXsPH8vZwxme0n4DCZLfh7Vb+x1RhjxozBYDCwZcsW27bjx49z8eJF2+NRo0axa9cuQB5ZkJmZSUhICGlpaQQHB3PPPfcwceJEkpOTufrqq/n+++9tSbWFhYVkZGQwfPhwYmJiKCgowGg0tt/6IV595KFNlZmN8vYmuvrqqykvL+frr7+WizObeeWVV5g1axbOzs788ccfFBYWotPp2Lt3LxEREbVep47Cz6UHJsl+OLpJMuHn0qOWV9Svts9a1Ryttvy8lZSU2PJpt2/fXuM+lTW03IULF7J+/XrS09MBOSdk3bp13HfffbZ99uzZA8Dhw4dxd3fH3d2d8ePH8+mnn9q+J7v6bHb1T8NzWeUgwqq28be1UalUrFy50tadXdmMGTOYMWOG7fH8+fOZP39+o8qvyeyrAhvU1X+liI0tIjKyX3tXo0MR18SeuB5Xjjlz5tglFla2YMECW0+00WhkyZIlTJ061fZYo9FQVlbGE088wapVq9i6dSv//e9/m1Xen3/+ybBhwwC58VH5rl5BQYHtu/zCBfshhxEREbbf+/fvj4eHR50zV7Unb1cH/nHrUF6skjPR3CFOCoWCt99+m5deeon169fj6Ohom67T6s477+SZZ55h+vTpqFQqXn75ZRwcHNizZw87d+5ErVbTvXt3/va3v+Hl5cVjjz3Gfffdh8ViQaPR8PTTTzNy5EgWL17M7bffjq+vL4MHD8ZiqX92whbn6ivnSOxYKPdImI3y42YkYSsUCt555x2ee+453n33XSwWCxMmTOCJJ55g9+7dREZGsmLFCs6fP8/06dNtn9WarlNgYGBLnWmzeDp68mj4Y7x15E27nInmDHFqyGcN2vbzdv/99/P3v/+djz/+mDFjxtR7Dn5+fg0qd9CgQTz55JM8/PDDtu+p5cuX2yVHe3p6cvvtt9sSsAEeeeQRXnrpJWbMmIEkSQQGBrJu3brGXupOo97ZnDora85E3759RTBRSWdKJG0r4prYE9ejus50TVrju+/ixYusWLEChUKBSqVi7ty5TJo0icWLF/PAAw8watQoVq5cyU033cTEiRObVN7UqVP597//zZQpU2x3NC9dusQDDzxAWloa//nPf2wJlceOHWPu3Lm28g4cOGB3rqNGjbIFE22RgN0RZnO6YrXgbE516ezrabTkbE5ChbvvvpsVK1bYAsuW0uVmcxIEQRCubAEBAXz66afVtq9fv972+6uvvtrs8v71r3/Zfp8+fbrt9+DgYFsgAfIaRdbx6gBHjx61BTGnTp3qsL0SlXm7OoggoiW4+rZqENFVeDp6iiBCaDUimBAEQRA6FW9vb8aMGcOBAwcAObm7pKQEJycnu6BDEFrK7NmzmT17dntXQ+hg/ve//7V3FTqEehOwBUEQBKGj+cc//mFbvygzM5MVK1bw6KOPUlpaWmOOX2vroiOGBUFoY53xu0QEE4IgCEKn079/fzZt2sT48eNxdnbG3d2dKVOmsHnzZrtEyqoL97UGJycn8vLyOmUjQGieiRMnEhYWxt///ndAnu0nLCyMsLAwtm3bVuvr1q5da9uvo6t6jkLrkSSJvLw8nJyc2rsqjSKGOQmCIAid0sCBA/noo4/stiUnJ9tyJpRKJb169Wr1egQFBZGenk5OTk6rH0uQ/eMf/7BNNaxUKnFwcMDb25v+/fszZcqUNluV22CQp6ctLCzkxIkTZGVl2Z67ePEiJ06cqPF1lT8rte3TUVQ9x5pkZWXx4IMP1lqGdbrd2pSXl/Pll19y4MABcnNzUavVeHt707t37y6xQnRjODk51bj+WkcmgglBEASh09Hr9dx999389a9/ZdCgQbi6unLy5En+7//+z7bPdddd1yZDnjQaDX379m314wgVrEPcNBoNgwcPJjs7m0uXLpGZmclvv/3GY489xkMPPdTq9bAuQObl5cWgQYNsKxuDPNFAbTPy+PpWJI139Fl7qp5jTSqfd48ePejZs6fd8/Wd49/+9jfbAnUhISEoFAouXrxIRkYGDz30UIe/Rlc6EUwIgiAIndKxY8c4duxYjc/16dOHZ599tm0rJLQ5Pz8/2+JpZ8+e5fHHHyc5OZk33niD8PBwRo8ezd13301MTAx/+ctfeOmllygtLSUqKgqz2cxnn33GVVddxWeffcbzzz+Pu7s7MTExKJVKUlNTeeuttzh48CAlJSUEBAQwd+5c7rvvPpTKlhslHhsbywsvvMCZM2fo27cvTz/9NFdddRUACQkJrF69mrNnz1JYWIharSY0NJR77rmHW2+91VbGjh072LhxI+fPn8disdCjRw8GDx5sOyeA33//nfXr15OQkIDJZCIsLIyHH37Ybjrn06dP8/TTT5OQkEBgYCBPPvlko8/ntttuY8mSJQ3ev7y8nH379gHwwgsv2NaqMZvNxMTEtEnvotA8ImdCEARB6HTUajV33303gwYNwsvLC7VajYeHB+Hh4Tz55JNs377dtiKucGUIDQ3llVdesT3+/PPPAYiKigIgLi4OgCNHjmA2mwF51WKQG/QAV111FUqlkvPnzzN37lz27NmDyWSyrdy8evVqXnzxxRat9wMPPIBer0ehUJCcnMwDDzxgWwk6PT2dmJgYHBwc6N+/Pw4ODiQkJLBixQr2798PwMmTJ1m5ciVJSUn4+PgQHBxMbm4ue/bsoaysDIDvvvuO+++/n+joaNzd3enZsyfHjx/nkUcesa3+rNfreeCBB4iLi8NisaBSqVi2bFmrD9+TJMmWb/Tjjz/aVhpXqVRcffXVV9QQp85KBBOCIAhCp6NSqfjnP//J119/TXR0NImJiRw6dIjPP/+cBx54ABcXl/auotAOBg8ebBsCderUKQDbooWpqank5+fbAgc3Nzfb79agwrrv+++/T3FxMX369OHnn39m586dtrVUNm3aRGZmZovV+amnnmLPnj1s3rwZhUKBVqvls88+A+TV3X/77Tf27dvH9u3b+e233+jduzcA33zzDQDnz59HkiT69OnD999/z65duzh06BBbtmzB01NeW2L16tVIksS0adPYv38/P/zwA7fddhuSJPH6668DsHv3btt5rVmzhm+++Yb33nvPljPRUG+//bYtuTwsLIxHHnmkzv1dXFyYOXMmAPv37+e+++5j9OjR3HrrrWzcuBGTydSo4wttTwxzEgRBEAShy7De5VYoFACMHDkSR0dH9Ho9cXFxxMbG0qtXLwYNGsSff/7JhQsXbInT1mDi+PHjAJw7d47IyEi78i0WC8ePH2+xO+Y333wzAEOGDKF3796cO3eO06dPA3Jy+SuvvMLBgwfJz8+39agAZGdnA3LA4enpyblz54iKiqJ3796EhYVx00034ezsTH5+Punp6YAcMOzevdvu+OfPn6egoMAWfDk4OHDDDTcAMHbsWLy8vCgsLGzw+VTNmbDmE2VnZ7N48WK7fd9++238/Px46aWXiIqKYvfu3cTFxVFeXs7Jkyd5+eWXycrKYuXKlQ0+vtD2RDAhCIIgCEKXEB8fj1arBaBfv36A3DgeOXIk0dHRREdHEx8fz5QpUxg4cCDff/89mzdvBsDDw4OBAwcCFQGJl5eXrSegsraaunP58uX8+eefKBQKQkNDcXV15cyZM5SVldmmQPb19WX37t3s2LGDhIQETp8+zVdffcVXX33F22+/TUREhK28oKAgfHx8qh2nrrv/jZ3yuLacCYPBUC3HydrroVQqbQsDmkwmjhw5wsqVK8nIyOCnn34SwUQHJ4IJQRAEQRA6vdOnT7Nq1Srb49tvv932e1RUFNHR0Wzfvp3y8nIiIyNtMwRZcytGjRplS6wePnw4Z8+excXFhffff59u3boBUFpayo8//siECRNarN7fffcdc+bM4cSJE5w/fx6Q11EBOHr0KABz587l+eefp7CwkGnTptlyIUCelrWgoIAHHnjAtu3GG2/kwoULHDx4kBtvvJHAwEAyMjLo378/a9euRaPRAPL0tUlJSfj6+tqOaTAY2LdvHzfccAMHDhygqKioRc4zKCiI5OTkatsNBgP/+c9/mDdvHv3790etVhMZGYm/vz8ZGRm4ubm1yPGF1iOCCUEQBEEQOqXs7Gzmzp1LTk4OmZmZSJKEQqHgscceY8yYMbb9xowZw9q1aykpKQHkoUF9+vTBxcXF1pNhTdQGePDBB9m7dy8XL17k+uuvp2/fvpSUlHDp0iVMJhOzZs1qsXN4+eWX+fjjj0lPT0eSJFxcXLjzzjsBCAsL48iRI2zdupXY2Fiys7Ntw7eszp49y4IFC+jWrRt+fn6UlpbahjVZF8V78sknefzxx/n5558ZP348/v7+5Obmkpuby6hRo5g0aRLTp09n7dq1XLp0iUcffZS+ffty4cIFNBoNRqOxweezdetWfvvtN7tt1uFMNZEkif/973/873//w93dncDAQPLy8myJ39OmTWvwsYX2IRKwBUEQBEHolIxGI8ePH6ewsJCgoCCmTp3Kp59+Wm2NieHDh9uGJnl5eRESEoJKpSI8PNy2jzVfAuRx/lu2bOGWW26xDS0yGAxERUXZ9X60hHXr1uHg4IDZbGbAgAGsW7eO7t27A/DKK68wevRoHB0dKS8vZ9WqVdVWzQ4ODmbatGl4eHhw/vx58vPz6devH8uWLeO2224DYOrUqXzwwQeMGTMGo9HI2bNncXR0ZMqUKdx3330AODo6sn79esLDw1EoFOh0Ol566aVag4DaZGVl2aZttv6rK4lbo9GwfPlyxo8fj5ubG6mpqRQXFzNgwABWrFjBggULGnV8oe0ppMYOhusk8vPzSU1NpW/fvrbuSUGe/q5qMtmVTlwTe+J6VNeZron47hMEQRDakuiZEARBEARBEAShSUQwIQiCIAiCIAhCk4hgQhAEQRAEQRCEJhHBhCAIgiAIgiAITdJlp4a1rhJpnQZOqJCfn9/eVehwxDWxJ65HdZ3lmli/8yqvlCu0DIvFQllZGRqNptr0nIIgCF2VJEkYjUZcXV1ta7FU1mVnczp//jy5ubntXQ1BEIR20b179xpX7hWarqSkhFOnTrV3NQRBENrFgAEDcHd3r7a9y/ZM+Pv7A+Di4oJKpWrn2giCILQNs9mMVqu1fQcKLce6avCAAQNwcHBo9eMlJCQwdOjQVj9OWxLn1Dl0xXOCrnlebXFOBoOBU6dO2b4Dq+qywYSDg4O4KycIgiC0GOvQJgcHBxwdHdvkmG11nLYkzqlz6IrnBF3zvNrqnGob3ikSsAVBEARBEARBaBIRTAiCIAiCIAiC0CQimBAEQRAEQRAEoUlEMCEIgiAIgiAIQpOIYEIQBEEQBEEQhCYRwYQgCIIgCIIgCE0igglBEARBEARBEJpEBBOCIAiCIAiCIDRJlwwmzGYzr776KmPGjCE8PJwlS5aQn5/f3tVqN9988w133nknERERDB48uL2r0yGsXr2aW265hYiICMaPH88///lPCgsL27ta7eqNN95g4sSJREREcPXVV/Poo49y8eLF9q5Wh2CxWLj99tsJCwvj0qVL7V0dQRAEQegwumQwsX79evbt28fWrVv59ddfAVixYkU716r9eHh4cOedd7Jq1ar2rkqHoVKpWL16NdHR0ezcuZNLly7x1FNPtXe12tWMGTPYsWMHcXFx7Nu3D39/f5544on2rlaHsHHjRpycnNq7GoIgCILQ4XTJYGLLli3cf//9BAcH4+7uzvLly/ntt99IT09v76q1i2uuuYZp06YRHBzc3lXpMJ544gkGDx6MRqOhW7du3HXXXcTExLR3tdpVaGgo7u7uAEiShFKpJDU1tZ1r1f5SU1PZtGkTK1eubO+qCIIgCEKHo27vCrS0kpISLl68yNChQ23bevXqhZubG8nJyQQFBbVj7YSO6sCBA4SFhbV3Ndrdrl27ePbZZyktLUWtVvP3v/+9vavUriwWC6tWrWLFihW2QEsQBEEQhApdLpgoLS0FwM3NzW67h4eH7TlBqOz7779ny5YtfPrpp+1dlXY3ffp0pk+fTk5ODl9++SUDBgxo7yq1q08++QRfX18mT558xfZsCoIgCEJdulww4erqClAtcCguLq4WYAjCt99+yzPPPMN7773HkCFD2rs6HYavry9z585l0qRJ/Pzzz3h5ebV3ldrc+fPn2bBhA1999VV7V0UQBEEQOqwulzPh4eFBQEAAiYmJtm1paWmUlpaKYSyCna+++soWSIwZM6a9q9PhmEwmtFot2dnZ7V2VdhEbG0t+fj7Tpk1j9OjRzJ49G5AT1T/77LN2rp0gCIIgdAxdrmcCYO7cuXzwwQeMHj0ab29vVq9ezfjx46/YfAmz2YzJZMJoNAKg1+sBcHBwQKFQtGfV2s0nn3zCO++8w4cffsjw4cPbuzrtzmKxsGnTJm6++WZ8fHy4dOkS//73vwkMDCQkJKS9q9cubr75ZsaOHWt7fOnSJebNm8dHH310xV4TQRAEQaiqSwYTixYtori4mDlz5mAwGBg3bhyrV69u72q1mx07dthNe2ptPP/0009XbID14osvolaruffee+22HzlypJ1q1P5++eUX3nnnHcrLy3F3dycqKoqNGzeiVnfJr4l6OTs74+zsbHtsMpkAeQiYdTilIAiCIFzpumQrQaVSsXLlSjGV42WzZ8+2DdEQZMnJye1dhQ5FqVTywQcftHc1OrSgoCDxuREEQRCEKrpczoQgCIIgCIIgCG1DBBOCIAiCIAiCIDSJCCYEQRAEQRAEQWgSEUwIgiAIndY333zDnXfeSUREBIMHD653/19//ZVbbrmF4cOHM23aNH7//fc2qKUgCELXJYIJQRAEodPy8PDgzjvvZNWqVfXum5aWxpIlS1i0aBGHDx9m0aJFLF68WKxuLgiC0AwimBAEQRA6rWuuuYZp06YRHBxc777bt29nyJAh3HrrrTg4ODBjxgwGDx7M119/3foVbaxnFYzcdRU828S1gHTFkLRN/tmU5xtbblE6/LBC/lmbuI2M+GY8xG1s+PGyT8DmmfLPujTk+FWl/Axr+sk/BaETWrc3mb/tzGXd3vadabBLTg0rCIIgCFWdPHmSIUOG2G0bPHgwJ0+ebFQ5CQkJLVmtGo1EvttnBo7Gxjb69V6Z+whMWkPG4KUU+k9s9PONLTcwaQ1+KZvIzrpExuClNb52xDcPo7LoMO1+mGPSsAYdLyRmGV5Zv1BYWEhK1Gu17teQ41c1+Kd7cNKmo/vyHpJu+LpBr6lNbBPeo46uK54TdK3z+vi33Ms/z3GVd2m71UMEE4IgCMIVoaysDHd3d7ttHh4enDlzplHlDB06FEdHx5asWnW75EBCBURGRjb+9br+EBJKaMgkcPJo/PONLbffSxDdk56jH6WnZy2LoSrew7T7YdTT3iMyooHnFPwe/PQU3je8TKTfoNr3a8jxq/L+BHY9gPP0D4gMacI1viw2NrZp71EH1hXPCbreeS0oSObj386x4Jo+REaGtdpx9Hp9nTdRRDAhCIIgXBFcXV0pKSmx21ZcXIybm1s71agOz0ocbU7Dx8kDBtexWGl9zzf2dZ5BMPk/db82Yj7HpGENDyQA/AbBHV/Xv19Djl9VyPWwtHGBpCB0JA9OCuMq79JWDSQaQuRMCIIgCFeEgQMHkpSUZLftxIkTDBw4sJ1qJAiC0PmJYEIQBEHotMxmM3q9HqPRCMjd8Xq9HkmSqu07c+ZMEhIS2L17N0ajkd27d5OYmMjMmTPbuNaCIAhdhwgmBEEQhE5rx44dDB8+nIULF2I2mxk+fDjDhw8nIyODnTt3Eh4ebtu3V69erF27lvfee4/IyEjee+893n77bYKCGjjGXhAEQahG5EwIgiAIndbs2bOZPbvmsf9BQUHMmDHDbtu1117Ltdde2xZVEwRBuCKInglBEARBEARBEJqk3YOJiRMnEhYWRlhYGNHR0e1dHUEQBEEQBEEQGqjdgwlBEARBEARBEDonEUwIgiAIgiAIgtAkIpgQBEEQhM5MVwxJ2+SfgiAIbazNgomTJ0+ycOFCRo4cSVRUFMuWLSMrK6utDi8IgiAIXVPKXvhxOSTvFEGFIAhtrk2mhj158iR33HEHWq0WgPLycnbv3s2RI0coKytriyoIgiAIQtcUMgluXA1GrRxU3LgaBtc8Xa4gCEJLa5Ng4sUXX7QFEj169OCJJ57AxcWFtWvXkpGR0RZVEARBEISuyclDDh50xaBxkYMLXbHcYxEySX5eEAShlbR6MJGfn09MTIzt8TPPPMMNN9wAQGhoKFOnTm3tKgiCIAhC12cNKkAe7iR6KQRBaAOtnjORlpZm9zg8PNz2e2hoKJ6enq1dBUEQBEHoXHTFeGXua3r+g3XoU8iklq2XIAhCFa0eTEiS1KznBUEQBOGKk7KXwKQ18lClprD2Ujh5iNmeBEFoVa0eTPTq1cvu8dGjR22/nz17luJi8eUmCIIgCHZCJpExeGnL9CxYZ3uqKTARgYYgCM3U6jkT3bp1IyoqypY38fzzz1NSUoKzszPvvPNOax9eEARBEK5sdQ15sgYaIrdCEIQmapN1JlatWoWLiwsAmZmZrFixgiVLlpCTk4O7u3tbVEEQBEEQOo/knQQff0VeO6K5Kg95qkrkVgiC0ExtEkwMGjSIzz77jLFjx+Ls7Iy7uzs33ngjn3/+OR4eYso6QRAEQahK0RYHqSvQEARBaIA2WWcCYPDgwXz88cfVtu/bt6+tqiAIgiAInUPYDC6kZRIaNqO9a9I0Yp0LQbhitEnPhCAIgiAIjeDkQaH/xM7bEK8r6VsQhC5FBBOCIAiC0NE0d52J9lZTLkZRujzdbVF6+9VLEIQWJ4IJQRAEQehomrvORHurKRcj+i38UjZB9FvtVy9BEFpcm+VMtDWDwUBmZiYuLi6oVKr2ro4gCEKbMJvNaLVa/P39cXBwaO/qCE11eZ2J0K40y9LoR8nOukTP0Y/aby9KlwOM0Y+CZ1Db1UfkdQgtpExnIiYlj6gQH1ydumzTulZd9owzMzPJzc1t72oIgiC0m969e7d3FYSm6uw5EzXxDCJj8FJ6Vg0Yot+Cg2/Iv0/+T9vVR6yxIbSQmJQ81v6QzJLJYVw/uEd7V6fNddlgwrquRffu3cVaFpWkpqbSt2/f9q5GhyKuiT1xParrTNekpKSE3Nxc23egINh01Dvx1p6Kqj0WrU2ssSG0kKgQH5ZMDiMqxKe9q9IuumwwYR3a5O7uTrdu3dq5Nh1HamqquB5ViGtiT1yP6jrbNcnNzRXDO4XqGnsnviWCj4aU4RnUtj0SVta8joboqIGY0CG4OqmvyB4JK5GALQiCIAhXgsbeiW+J6V27yhSxXeU8BKEViGBCEARBEDqa1pgatrGrXbfEMKCuMpSoq5yHILQCEUwIgiAIQkfTEaaGbWzw0VpldARd5TwEoRWIYEIQBEEQOprLU8M2+E64rhiOfSr/a82F7nTFkLStccdoymsEoYsq05n4OSmLMp2pvavSYkQwIQiCIAgdTWOnhk3ZCz88Kf+rqTejpRr0TckdEPkGgmBjnUY2JiWvvavSYkQwIQiCIAidXcgkmPx/8r+aejNaqkHflNyB9sw3EL0iQgfTFaeRFcGEIAiCIHR2Th4w4i75X029GfU16Ks2umtrhDcld6A98w1Er4jQwVinke1KK2WLYEIQBEEQuiprUAB1N+irNrpbqhHe3j0DYhYmQWh1IpgQBEEQhM6srgZ7Q4OCqo3uxjbCi9LhhxXyz6Ycv7XU1SvS3oGOIHQRIpgQBEEQhM6srgZ7Q4OCqo3uxg5Nin4LDr4h/2zK8dtDewc6gtBFdJ0BW4IgCIJwJaqrwW4NClrb6Eftf7b18ZuiIwc6gtCJiGBCEARBEDqzjtBg9wyCyf+peKwrlu/4h0zquAu9dYTrJghdgBjmJAiCIAhC7ZqSWyCGEAnCFUMEEx2UJEntXYUm68x1bwpJkq64cxYE4QrSlMBADCEShCuGGObUwZhMJk6dOsXhM1nkWtxx9/Rq0fIzL5YRV3ymRcuszFCci77wEk7u3Rh/1TCG9/JutWN1BLm5uXx7IIF0rYbuvn6gULR3lRpFo1IS0ce7y79PgiA0Q1MCAzGESBCuGKJnogPRarXExcWRnZ3NuUIzhUXF0MnueBtKcpEsFsqLcjl2Lre9q9PqUlNTSS0wUaotx2gytXd1Gs1othCfVtTe1RAEoaqidAKT1lSfarWlNWQIU0stOtdW5yQIQpsSwUQHkZubS2xsLFqtFoDenkp8unl1ujvdCuT6qpQKBvZwaefatC6TyURZWRm9PZWoFaBWqdq7So2mUSkZFuzZ3tUQBKGq6LfwS9lUfarVltaWuQ1tdU6CILQpMcypnUmSxLlz5zh//rxtm1KpZMqYQfTo0aPFjxcbW0RkZL8WL9cqLq6Y4mL5Dlf/Hq6tdpyOoKSkBJADvyGBHlx11YB2rpEgCF3G6EfJzrpEz6pTrba0tsxtaKtzEgShTYmeiXZkNBqJj4+3CyScnJyIiIholUCiLWg0Gtvvpk447KcxrEETgIdHB536UBCEzskziIzBS+UpV1tTbUOYWmN16LY6JyuxwrUgtAkRTLSTsrIy4uLiyM/Pt23z9vYmMjISNze3dqxZ81QOJoxGYzvWpPUVFVXkGohgQhCETq9y47srTO3aFc5BEDoBEUy0g+zsbGJjYykvL7dt69WrF8OHD7drjHdGanXFyLmu3DMhSZLomRAEoWup3PjuClO7hkyC654Do1b0TghCK2rTnAmz2cz//d//sX37dvR6PePHj+e5556jW7du1faNjo7mnnvuwcWlIok3LCyMzz//vFHHNJlrbtCWG3UoFUrMkhkXjTM6kx4FCiySGUeVI0ply8dZkiSRkpJCWlqabZtKpWLgwIH4+vo2u/xyow6VQoVFMmOWLKiVKsySBReNMwAWi4V+A/uhN+mRACe1IzqjHoVCgVky46x2QnE54dtsMWMwG1EoFChR4KB2sB3H7jmFEgdVRQBkDYaMZhNaXTlaYzkuGme0xvLLdbPgrHFq1HkZTAZMkhmlQn5PnNSOtjooFQpAgVqpstVJgQJJsoBCgUqhxGQxo1QosEgSCoUCSZLQqDSolSosFguhA/uhNxmQKj1vlsyolCqUyJ8Ri2RBpZTr76Jxpry83BYsaTQanJ2d7eqsNxkwW8wV9UHCQaVBpWyZJO3K75uT2tF2bWpiNJswS2YAVAoVGpW62udfEMaPH09xcTEqlfz/wt/fnxtvvJEHH3ywyb2lrVFmVY35uwLw0UcfsXnzZvLy8vD19eXee+/lr3/9a4vUpc219CrTlQOIrjC1q5MHaFzkAEnj0vnPRxA6qDYNJtavX8++ffvYunUrXl5erFq1ihUrVvDhhx/WuL9KpeLIkSPNOmZizmk8vD1xUjvatpUbdXwYu5mErGQiAoYyP/w2tibs5s8Lsfi5def+yNvp6eaLRtVyvQRGo5GkpCQKCgps25ydnRk6dCiurs1PVNYay4lOP8LwHoNQKpRsiPuCU7kpDPQNZdFVf0WjVJNRksVHsZ+TX17ItAE3cEPoeD47vp1DGccIcO/BolF/pbuzNybJzNn88/zv6FeUGrRM7nctN/WbgKPaAZ1Jz8ncs3x2bDs6k56b+1/PDSFjcbx8fdVqNUazibjMeHZl7GOCYTw39Z/A+kObSM49y4DuITw46i7cHBo205PWqCMl/zyfHd9Osb6USSFyeRcKL/Lfo1sp1peyfNyDlBq0/O/YNu4Z+RfKDFq2JOzm5v7X0cc7mP8d3cb9kbeTlHOab07tQ6NUM2/YdIb6hZFdlstHsV8wP3wOBeVFDPLtR5mxnI9iP2dcr6uIChqJ2WLmv0e/5PilE/TxDuahUXdRXlhmq6OHh4ctCAPQGXUU6UtRK1X8dj6GvWd/x9XBhXtGzqZftz62a9VUepOBLxJ3cfBCHH5u3Xkg8g56uHWv8fOqM+mJST/K9qTvUCgULIycR4h3b9vnP7Rbbx4cdRfujq51BiRC15aVlUVOTg67d++mf//+GAwGTpw4wXPPPUd0dDSbN29G1cjZylqjzJo05u/KTz/9xNq1a9m4cSMjR47kyJEjLFiwgD59+jBu3Lhm16XNWXsSblzdMg3lrhBAVNUVelgEoYOrt/Vw+vTpOp//5ZdfGnywLVu2cP/99xMcHIy7uzvLly/nt99+Iz299eac/inld1ILKnoCyo061h36jN/Ox1CgK6KXZyDfJO9jV/Je8soLOJFzmuf3r6ElV3coLS0lNjbWLpDw8fEhMjKyRQKJcqOODw5vItx/KGUGLe/GfEJ0+hEKdEUcSItjQ+wXSMBzP7/BqbwUcrX5uDq48GXiN3x/5hfyywtJyE7mhf1vYcGC2WLmxV/WklJwgeyyXD49to3jl05gsVgwmAy8+us7nC9MJ6s0h41HtpCcm2JbAdqMhdiLx7lQeBGtvpwR/oNZe3AjB9PjKNAVEZ1+hLcObKDcqKv3vMwWMxbJzMu/vcPZ/PPklOWxL+UPJEnihV/WcDb/PI4qBzwc3Xnp17fRKNV4O3ny2p/rKdAVMTo4ghd/WUs3F0/yywv5MHYzmSVZXCjKYN2hT1EqlDz/85u4OjhjlizozQaMFhOv/bGe5NwUIgKGkVmSzSfHvuKXcwcp0BVxJDOBV357l/yiivey8hCncqMOo8XEnxcOczLnDJuOf012WS6pBRd48Ze3MVnMzXqvDWYj35zaxzfJP1X6vL5Z6+c1qzSHt6M3klFyifTiTCQJu8//4YvH+b8/1mEwd+38FqFu8fHxuLi4EBoaCoCDgwMjRozg1Vdf5dixYxw+fLhDlFmTxvxduXDhAgMHDmTkyJEAhIeHExYWxsmTJ1ukLm2uMzWUL+djKI2lbXvcllojQxCEWtUbTMybN8/ucVRUlN3jxx9/vEEHKikp4eLFiwwdOtS2rVevXri5uZGcnFzja8xmMxMmTGDcuHEsWrSo1i/84uJi0tPT7f7l5OTYno9JP4rx8nAntVJFfNYJ23O9vYI4XukxQJGumDxtPi0hKyuLuLg4dLqKxnPv3r0ZOnSoXX5Bc6iVKtKKMjFZTAR5+hOfZX+dig2lXCy5hNZYkaPR2zuIY5eS7PbLLsvFYDZxKjcFk8V+eNihi8cwW8wk5pzGLFnsn8s4hvFyY9TRwZHsUnmxOoUEfbyCq9UnPuuEXU9RbUwWEydyztjKBvn9Ss5NsTV++3gHcSLnNCaLib7ewSRkJyNJEkEePUkvukipoYy+XsHV3uMA955cLL5EiaGMPl5BxGedpK9XLzRKDSkFFwjw6IFZsuDp5EH8Jfv6pxZcoLS4xPa4cjChVCgwWcx4OXtwvMp5mywmknNT6j3vuhjNRo5dSrTbVqgrJl9bUG1fSZKIST9mt00+V/trkZx7FrVSzBLd1eTl5VX7Xqyc51NZfHw8gwYNqja8MzQ0FKVSSWZmZqOP3xplVtXYvytTp0613dyxWCwcPnyYc+fOcc011zS7Li0ubiMjvhkPcRtr36clG8qtPfPR5V4Uj9yYxr0u+wRsnin/bAgxg1OXV6Yz8XNSFmW6rpuX2VDZRTq2J5aSXVT/DdrWpJCkupdYDg8PtxtqNGrUKA4dOlTr87XJzMzkuuuuY+/evQQHB9u2X3/99Tz22GPceuutdvvn5OSQl5dHv3790Gq1fPDBB2zZsoWdO3dWmzZ17dq1vP3223bbBgwYwLPPPltvvVqLJEnk5OTY9UaoVCp69uzZqWdrqo9Op7NNdevk5ETv3r3buUYtz2w2c/bsWVuORWhoaIsM1xCElvTmm28SE2PfcFu8eDFLliyptu99991Hv379WLVqld324uJiRo0axYcfftjoBndrlFlVY/+umEwm3nvvPdatW4fFIt8UWbVqFXfddVeDjqfX60lISGhWnRtqxDfjUVl0mJVOHLvl91Y/nlfmPgKT1pAxeCmF/hNbvHylsRSP3BiKu0dh0TT8b2BIzDK8sn6hsMcEUqJeq3f/1j4Pof0dvahne1IZswa7MjKgecOGO7vtiaXsS9ExMcSJWUNav205dOhQHB2rX/N6b0cqqqzAXN/j2liH85SW2ndxFhcX19i49vX1tSUle3h4sGzZMr7//nt+/fVXbrvtNrt97733XmbNmmW3raysjNLSUlK5yPQRN+F4OYFYkiQKdEW8+tt7pBZcICpwJI+Mvoc1BzZwNDMRLycPHhx1F0P8Bthe01gGg4GkpCScnZ1tibkuLi4MHTrULqG8pUiSRH55IccvnaC/T18skoU1BzeQVnSRXp6BrBj/EB6Obhy9lMSHsZ9Toi9l5qCbmDHwRv7vj/UkZifj4+LNktELCO3WG0mS+P1CDJ8d+5pyk45rekdxf+QdtpyJfSl/8EXCLgxmI9f1uZoF4bfZErS1Wi3F2hL+uHCIvKJCru2n5vqQq/m/39dxoSiDYM8AVox/GF+Xbg1Kctcay/nj/GE2xX9NuVHHuF5XsTDydmLSj/Lfo19SbtSx+qZ/cCLnDJuP7+DZiU9wJDOBbUnf8tCou1EAm4/v4JmJj7Pj5A/sPfs7aqWK2YNvZnK/a0nMOsXHcV/wzMQnSMg6yajAkWSV5bD24McsjLid/t37UmYo580DH3I6L5Webr7cP+R2/Ep7oFIqcXV1ZdSoUXZ1LtGXkVmSRQ83Xz49to3fz8fgqHbkryNmcU2vKJw0zfvyKzfqeOPPDzl6KRFvJ08eirqbwb79aszF0JsMbE3czben96MAHhl1DwN9+/Hq7/LnP8C9B0+Oe5Ce7n6oLyeHx8bGEhkZ2aw6djWd6Zrk5+eTmprK008/XW1igNpmHUtISKjW8AY4cOAAjo6ORERENLoerVFmVY39u/Luu+/yzTff8PXXXxMaGsqZM2d4+OGHcXR0rPZ3pS61/UFtUYr3MO1+GPW094iMaOZnryGJ2kU9wCGH0NF3tOI6EBMa/38p+D346Sm8b3iZSL9B9e+v6w8hoYS2VFJ6A3Sm74eG6sjnNHCIiZDQPKJCfHB1alyvekc+r6YI7qeDHdE8euto/DwbN7lNY9R7I0WqR3h4uN3jUaNG1fl8Xa677jpp69attscXLlyQBgwYIKWlpTXo9ZMnT5a2bNnSoH3z8vKkw4cPS5lZmdWeM5vNks6ok/Qmg6Q36iWTySRpDeWSwWSQDCajpDfqG3ZCNSgqKpL+/PNP6eeff7b9i4+Pl4xGY5PLbAiT2SyVG3VSuVEn6Yz6y+enl3RGvWQymyRJkiSdUS/pjXrJYDJKWkO5ZLFYbOetNxkkg8lgK6/cqJOMZqNkvLxvZbbnzNWfMxqN0r59+6Qff/pR+nn/z5ePZ5CPffmntT4NVabXSkaTUTKYjFKpXms7l8r1q1zfUn2ZZDSbJKPZKJUZtJLB9tqyy/U2SeWX6603VVwT6/NaQ/nl+uqlcoNO0l2+rtZ9z6Sctb23J0+erFZfs9lsu65levn4RpNRKjfqGnXedan4vBokvdFQ777W96vcUC6ZL39WrJ9/o8n+s3n48OEWq2dX0ZmuifW7Ly8vr0H7nzt3ThowYIB05swZu+2lpaXS1KlTpVdeecW2bf/+/dLdd98tzZs3T3rllVcks9ks3XbbbVJaWpqUmZkp3XnnnVJmZmazypQkSZo1a5b05ptvSrfffru0dOlSadeuXdK9994rTZ8+XSopKbErszF/VxYtWiT95z//sdv28ssvS4888kiDrpVOp5MOHz4s6XQt93+5Ls363JUXSVLiVxU/3wyRf9amIfvUVn4jdKb/Sw0lzqnzqHpepeVGaV/iJam0vHXbaK2pLd6r+r776g3pjEYj77//vl10UvlxY9YSmDt3Lh988AGjR4/G29ub1atXM378eIKCqt8FOXDgAAEBAQQHB1NeXs6GDRvIy8tj/PjxDT4eYDelqZVSqcRRaX9XybkFhqlkZmZy+vRpW/c5QN++fenVq1eDe3CaSqVUolLWfafMUe1AXFwcERERaFTyW1/bNK2VcxrUKnXtz1UZa69SqVAqlSgkBUjy882dZtfFoeLuqrXelXuNqtav8uPK9dPYbZffbwdV9Wtid041fCy0pfYzOVWlVCpxVjpdPmbFDEvqFpw8rTHT61be13puTvV8VoQrR3x8PK6uroSEhABy7+LBgwd544036Nmzpy0vLiUlhXXr1rFhwwacnJx46KGHyMrK4vHHH+eVV16hqKiIF198kZ49e7J79+4ml5mZmcnFixeZPXs2S5cuZeLEicyaNYuNGzfy2GOPkZKSwvDhw231b8zflYiICLZt28Ztt91Gnz59OHv2LHv37q3Ws90lVJ7pqSGJ2g3Zp3IPR0vPJCUI7SAmJY+1PySzZHIY1w/uUf8LhBrV27oZOXIkf/zxh+3x8OHD7R6PGDGiwQdbtGgRxcXFzJkzB4PBwLhx41i9ejUAO3fu5JlnnrHlXyQnJ7Nq1SoKCgpwdnZm8ODBbNiwAX9//wYfr61YLBbOnDnDxYsXbdvUajWDBg3Cx8enHWtWnVR3ikyzKRQKeXrYy6tfm0wmHByaNlysrTTmmkhVFqvz9PRsjSoJQpuJj49Hq9USERGBSqXCycmJsLAwFi5cyIwZM2w3A/bs2UNBQQEPPPAAAIWFhUiSxMCBA4mJieHpp5+mT58+zS4zPT2dsWPHEhwcjCRJuLq6MmHCBEBedb5qkNCYvysLFy6kpKSE++67j4KCAjw9PZkyZQqLFi1q3YvcHhq7ZkRD9mlsgCIIHVxUiA9LJocRFdKx2mqdTb3BxP/+978WO5hKpWLlypWsXLmy2nMzZsxgxowZtsfz589n/vz5LXbs1qLX60lKSqKoqMi2zdXVlaFDh1Ybr3yl0Gg0tmDCaDR2+GCiMXQ6ne3c1Gr1FfseC13HU089xVNPPVXvfkajkSVLljB16lTbY4PBwOLFi1m1ahVbt25l2rRpzS5zx44dDBs2DIDU1FRb7wZAQUFBtcXoGvN3Ra1W8+STT/Lkk0/WW7dOryHBQWMXvau8ojQ0v0eiJRfdK0qH6Ldg9KOtmPMhdDWuTmrRI9ECxCpVzVBUVERsbKxdIOHr60tERMQV3cisPOVtY4bBdQaVeyWqLlYnCF3ZvHnz2LRpE3fffTfz58/nxx9/5PHHH+eRRx5h5syZ9OzZk3379jW7zBMnTtimek1MTLT9npaWZjdjU5enK8Yrc1/rTnFq7WlI2Ws7Jknb5IZ5TdOrWleU3v9MxWta8vjNEf0WHHxD/ikIQpsSk8s3gSRJtvyIykNkQkJCCA4OvuIbmBpNRZ6A9S5+V1E5cKxtZhxB6IoCAgL49NNP7bZZexQAXn311RYvc/r06bbfg4ODWbt2baOP0WklfEHvo89DTy+46oGWKbNqT0DVoUrWxv2gv8CJr2rOh7C+JjBKDjia06vQkkOlRj9q/1MQhDYjeiYayWKxcOrUKU6dOmULJNRqNSNGjGiTROvOoHLPRFcLJqr2TAiCILSK7ARUJi1kt+C6FlV7Aqouemdt3I9+tPZGvvU1GTHN71VoyUX3PINg8n/EECdBaAeiZ6IRrPPslpRUrH7s5ubG0KFDcXJqvfl9O5vKPRNdaZiT2WymrKzumZwEQRBaxLjlZOUV0HPc8pYrs76egMp5FtZGeW15Da2ZgK0rhuSd8u9hM9psvQhBEJpG9Ew0UGFhIYcPH7YLJHr06EF4eLgIJKroqj0TJSUltt4oV1dXu/MUBEFoUZ5BZAxe2rJ32iv3BFjzI+rLyagtr6ElexVqOuYPT8r/WiKfQhCEViVaQ/WQJImMjAzOnj1ra0gqFApCQ0MJDAwUw5pq0FV7JsQQJ0EQuoyGrhNReQYnXXHb9BKETILJ/1fxuyAIHZromaiD2Wzm5MmTnDlzxhZIaDQaRowYQVBQkAgkatFVeyZEMCEIQpvZtpCRu66CbQtbtlxrj0RgVPVhSlVncypKr+gZqG8Gp6J0+GGF/LMx9dAVV+8lcfKAEXfJ/1ozeGlo74xwxSjTmfg5KYsyXee4EVqmM3H0or7d6yuCiVrodDqOHDlCVlaWbZu7uzuRkZF4eXm1X8U6ga7YMyFJkpjJSRCEtnN8g/wH+viGli3X2iOREVN9mJL1uei37H9C/fkRjZmaVVcMv74APyyTj9mSU8Q2RnsdV+iwrCtix6TktXdVGiQmJY/tSWXtXl8xzKkGBQUFJCUl2d1V79mzJwMGDLCt3CrUriv2TFRdrM7FxaWdayQIQpc2/D4sxzegGn5f88qpbzrYyipP+xo0puJnQ6Z/bczUrCl7IWkrDL6toh7tsZq2WMVbqKKzrYgdFeLDrMGu7V5fEUxUIkkS6enpnD171rZNoVDQv39//P39xbCmBuqKPROVhzi5u7uLz4IgCK1r9kcc7f0IkZGRzSsnZa/cAzD4Nrj2n3WvjF3TbE4NTQC3Ts3aECGTYPJr9kFKS6/W3RANWSVcaBNlOhMxKXlEhfjg6tR+TdPOtiK2q5OakQGO7XrNQAxzsjGbzZw4ccIukHBwcGDkyJEEBASIxmMjdMVF60S+hCAInVLIJBgwA45urJhutal0xXDsU/lfc/IMmjITVH1DkkT+Q6fW2YYXCfa6fM+E8thGoP4vl/MFkF0EKFXg1QeP4CEMGTIER0fH1q5il6NSqQDwKErAq/AoknFvhw7G/DMvQnFAnfuUZAJ6QKnCs7sJ6NsWVRMEQWgeJw8IHAWJX9hvb+ydfmuew9GNoFCCxkUOCJraY1Db6xq6rkXV/Ro6O5XQIXW24UWCPdEzcZnRcvkXi5kALjJy5EgRSDSRQqHAw8MDj+IkNEoJOm4c0WDqy/9TNAozHgVH27UugiBcAYrSCUxa0/DZkeoSNgNueVf+aVXTnf6qd/crP7bmOQy9Q5621dqob2qPQW2va+i6FlX3E/kPnZp1eFF7D9cRmkYEE5eFekOINwz31zAg/BqRaN1MgwYNwi1sEj0CglF0gWhiYHfo6w3D/DWoe49t7+oIgtDVRb+FX8qmhs2OVJ+ahhXV1Piu2kCv/Nia5zDx3/ZTttbXiK8taDFq5fUrqr6uoUFB1f0aOnRKDIcShBbX5UNAy4j50K1bvfupgV6tXpsrh7OzM85Rs4GO392cGRtLQD1Jjg5A77apjiAIAox+lOysS/RsyOxITVFT8nHVBnrlx7UlK1u3Wxvp9Q1PAjmw2P+MvL1q47+hSdEN3U8MhxKEViduvwuCIAhCR+MZRMbgpQ2fTaklVL2735hE6YYOT4K2HZIkhkMJQqsTwYQgCIIgdDTxWxj+7XUQv6W9a9IwjWmkN2U2p5aqV1seW+hQOspq0S0pu0jH9sRSsot07VoPEUx0IZLFgqlMi7m8vMbnzQYjIwYPxlhSgrG0FMliwazXYyorw1JlClfb9lrWibCYzZjLyzGVlWEqK0OyyBnsFqMRU1kZZr2+ZU+upjoYDHIdDRV1t5jN8vF19v+xLCZTrfUKCQrCVKat81im8nKMJSUNOq+q18BsMGAsLsGklY8hSRKmMi0mbcX7ZNJqbc/XxazTYSovx6TTVXt/5Pe/DHN5+36pCJ3T+PHjGT58OOHh4YwYMYIpU6bw2muvUVpa2uyyX3/9dcLCwvjuu+9aoKZXiN2LUJtKYfeihu1f37St9eUKNCaXoKZ962qkt2eegggehMs6ymrRLemL6PPsS9HxRfT5dq1Hl8+ZuFKYdTpKz6Zwcedu1C4uBN8xFwcvL5QODvLzBiOYTRgLi0jf+hUO3X0InDmDjO07KD19hm6jrsJv0kRUjo6Yy8tJ2/IlZefO43P1GHwnXIOq0sxWZp0ObXoGDp4epH+5DX1ePgHTb8F9YBjZP+0jP+Ywbv37EfSXWaicnFrnfPV6Mnd9Q1FCIp7DhuI/bSpIEgWxR8je9zOOPfzodcc81K6uWIxGcn/9ndw/D+DapzdBt/0FlbMzFqMRQ04uOV9sJctoJHDWrbj0Crars1mvB4uFnH37yT8ci2vfPgTd9hfUzs611ivrx58oOBxLt3FX43fNeHJ++538A9E4BwcRPO82ys6d5+KOXaicnel7373os3NI3/Y1CpWS4Hm34ejrh8rRwa5ci9mMuayM3D8P0H3s1WRs32H3/iBJFB2P59IPe3H08SH4jnmo3d1QXp6mVxDqkpWVRU5ODrt376Z///4YDAZOnDjBc889R3R0NJs3b7ZN+dxYKSkpbNiwAS8vLxITE5kyZUoL176LmrYe046FaKatb9j+KXvhhyfl363TtlZ9vq5cgcbkEjQ276Dy/vVln1XNcShKl5PQRz/atkO+hC6no6wW3ZLmje5N1qVLzBvdvlmdIpjoInSZmST842mQJADyYw5x1UfrADCXl2Mxm1EoFBxf/ndMJSWMfPM1Tr2+hoJDhwEoPHIUQ2EhQbNnkvTCyxQnJMrb445gKi3Ff9pUVA4OWMxmCo8cw3PYEI4+/iT67BwAuo8fS/rWr0jf+pWtvLLUc4QtewxVLQ3vpjJpy0n9cAPZP+2zHcs5wB+LycSp/3vDtl/R0eOMeP0/XPruB859/F/b+ZScTGbws/9CMpo4+sRyLJd7MfKjYwh/5y2c/XvayrAYDGR+8y1pm7+wvb70zFkGPbWi2nmZdTrStn5FxpfbAOhz371k/fAjqR9tBEDl7IQ2LY2EVf8CScJzxHAMhYUcX7kK6XIPQ360/L5VDSYwmzm+YhWDn/knJ19ZTXFikq0+Tj17YNEbOPHiK7bdC+LiiHjnLRDBhNAA8fHxuLi4EBoaCsgLdo4YMYJXX32VadOmcfjwYUaPHt2ksp9//nnGjx+Pv78/SUlJLVntrm3YXI4bQokc1oAVsK2zI13/b9A41zzUqL5hSPU9X7mRX3nfhjT2K++feLruc6kaqES/BQcvf683dIVtQahBR1ktuiX5eToxa4gbfp6tc+O2ocQwpy7ArNdz6YefbIEEgKm0lKLjCfIDpRK1iwuFx+IxlZSgcnXFsYcfBYdj7copOn4cyWy2BRJWOT/vtzV2LTodJadOUXbuvC2QAPAcOpScX361e13B4VgUrdCYVTk5kvvb73bb1G5uZP/0s9228owMLEYj2T/vt9tenHQCJIn8mEO2QAJAMpvJ3vuT/dAhk5ncX+2PVXTseC01U5Czv+IaOHh7k13pscfQoeT+8pvtffIcOoS8Pw7Yri2ARa8n78+D1UrWXcpCMplQOmhsgURFJSFr7092m/TZOWgzMmqpp3AlyMvLIz093e5f5ZXcK4uPj2fQoEHVpsQODQ1FqVSSmZnZpDrs3r2b2NhYnnrqKQYMGEBiYmL9LxJkumK8Mvc1bGiQdXYkFx/7aVsrq2+4T33DlH59AX5YBkc2wvZ7oPsgeV9rY7+uKWxrK7um4U9Vg5rRj8KYx+WfdRFTvnYJZToTPydldam8htbUUfJAuk54VovU1FRSU1PbuxqtKqBnTxx7+FXbrvbpxpkzZ+gb3AvJYsHRtzsg320H0Hi4Yyyq+OJVubihcHBA5exsl3fh6OtLubacUydO0DcwEKWTE47du4NCYWsYm0pKcOzuaxdgaDzckYC4uDikSoFOcw0bNAiH7j7oLlY0cMx6PY7dq3RdXm4YOfr6oj1XMZ5Q5ewESiWay9ejMseePbl46RJZWVl0796dnq5uOHT3obxSw1zl6gpKFUeOHMFisdi2DwoNxdG3O4bcXEAOThx9u1N2NgW4fI18fW37m0pKcOlVfUJiBz9fUlNTyc/PB8DJyYl+gYGYystROTlVe38ks8n23tooFKg9PUlKSqK8lhyausTGxta/0xWms12T559/npiYGLttixcvZsmSJdX2jY+PZ+jQodW2l5aWYrFY8PFp/LCA0tJSXnnlFebPn0/v3r3Jy8ujoKCAzMxM/P39G13eFSdlr7xoXUho/UOJWnqGoqpDjRK+gMPrYNgdcPZ7OLMHSi7CPXsrGvk1NfbrWx27puFSVad89QySeyRqm3q2rrJaQ1NX/O4iynQmYlLyiArxafId/rrKiEnJY+0PySyZHMb1g3u0RJW7NGseSEhoXrtery4fTPTt25duDVhnorMz+/iQ9/sflJ4+A4DfDRNxDQqkn6MjZr0eY0kJTj170GPyjWT98CO5v/5G3/vv4/Rb7yAZjajd3ehz71/BYiFk0f2ceec9JJMJjacnfe+/D+fuPkRebqy73TQZQ34+gbNnkrHta5Ak8qJjCFm0kIR/PYOppBSFRkPIQw+CJBEREdGi52oxmej3yEOcePFlzOU6VM5ycNPrrjspPJ6APisLlEp6//UOVI6O9F04n9LTZzAWFqJQq+l7/0KwWPAY0B+fsVeT9+cBADyGDMb32vGoHB0JCpK7681GI33m303Ss//GWFSMQq0m5MH7QZIIDw+3q5dksRD64AMk/PMZTKWlFB45Rp/591J66jSG/AJyfvmV4f95mdw//qT09BlyfvmNiPfWkvPLrxTFy71I3cZE4TVkMN0cHOjbt2/F+1teTsD0WyiIjaPPgntJWf+h/P54eeHSKxi3/v0ojDtCecZFUCgImvMXNM4uDB48uNHXNzY2lsh61t240nSma5Kfn09qaipPP/00zlWG4nl41Nz4SUhI4NZbb622/cCBAzg6Ojbp//CaNWtQKBQ89NBDAAwYMACFQkFiYqIIJhoiZBIZg5cS2pjZkaya2uC1Dlnq1h/+eKWiYZ6dAMZSUDnKq19rc6A0Uz7G4Nm1Dz+qr4HfmCCoJcuyasp1usLXqWiJxn5dZUSF+LBkcliXymtoTR0lD0QhteQt4w7E+gf1SgkmJEnCYjBgyMtH5eSIysXFPpFYp7s845JCzqHQ69F4eaJQKNBlZePk749CAUoHB9u++pxcOX9AoUCp0djKspjNYDZj1ulBkjAWF+HUo8fl3gcFusxMnHr4gULRqgnYALrMSzhdznFQqNVgNqO7lIXG2xulWmVLtEaSKM+8hKNvdxQKpdw7cfm66IuLUVokNN5edonmVqbychRKJbqLmTj28EOhVNZ6XmaDASRs10AClCoV5RkXcfTzBaUKhVJR8T65ucnXsLAQhVKJ2t299rLLy7EYTUgWC0oHDfqcHJz9/UGhQKFSIZlM6LKy0Xh6oNQ42M6xsTpTw7mtdKZr0tjvvvPnzzN58mT27Nljy5kAKCsrY+7cuVx77bWsXLkSgF9++YWPPvoIg8FAeHg4y5cv5/bbb+f1119HrVazbNkyXnvtNQoLC5k9ezYajQY3NzdbmXl5eTz88MMsXbq0xvJWrlzJ7NmzmTBhAgcPHqRHjx5MmjSJL7/8kvz8fDZt2mRXXlvT6/UkJCQwdOhQHGv4rmhpTf7cJW1rWoP3hxXykKWrHoE+E2pPgm5oI7yG/Zp8Tq3RI2C9Ttc9JyetN6TsljynZmqJXoLa1HZOrd0z0dqqnld71qWltMXnr97vPqmLysvLkw4fPizl5eW1d1U6lHPnzrV3FTqcpKSk9q5Ch3L48OH2rkKH05muSWO/+3bt2iWFh4dLFotFkiRJKisrk3766Sdp2rRp0n333Sfp9XpJkiTp7Nmz0h133CGVl5dLkiRJDz74oHTx4kXpzz//lP72t79Jd911l5SamipZLBZp3rx50v333y9lZ2fb/Vu8eLG0aNGiOssbPXq0dOHCBUmSJOn666+X9u/fL0mSJC1dulQ6duxYy12oJtDpdNLhw4clnU7XJsdr8ueuvEiSEr+SfzZm38I0Sfp+ufyzpVSpS5v9X7IetzCt9mth3efo/yTpzRD59yZor++HfYmXpFlv/CLtS7zU4mV3pu+8xqh6Xq15DdtKW7xX9X33dc4wTGiy3Nxcevdu3ynEOhptA9Z3EISuKj4+Hq1WS0REBCqVCicnJ8LCwli4cCEzZsywJWXv2bOHgoICHnjgAQAKCwuRJImBAwcSExPD008/TZ8+ffjyyy85f/48u3btont3+1yeiIgIPvroo1rLS09PZ+zYsQQHByNJEq6urkyYMAGAoqIi2/BDoR5OHvKd84bcya88bCdkEgSNAccm3PmvrefAWv7lu/9Ko4/9vtZ9rK9rqR4I63EH/QVOfFVzL411eJiuuKJnohMRQ4KaT1zDliGCCUEQhCvYU089xVNPPVXvfkajkSVLljB16lTbY4PBwOLFi1m1ahVbt25l2rRpzJkzhzlz5tRYxoIFC1iwYEGt5e3YsYNhw4YB8uQZISEhttcWFBRcEUNWW0xDx/ZXzjWo3PC3CptRdyPfut2olWeUqno8a/lGLfy4HM8+8+HXbyBpK0x+Td6ncj1bKifBetzAKDlAqitQqJpz0km4OqlFknIziWvYMkQwIQiCINRr3rx5rFixwraA3dy5c/n666955JFHGDVqFAcOHGDfvn1MnDixyeWdOHHCtqhdYmKibYaptLQ0goODW+3cuqT6EpIr50FYG9KVG/5VF8BL3ilvG78KCs6C31AYOs8+ALEer2rgUfnu/6lEOZAYfFtF3SrXM2SSXJY2T17N2xrMQON6LSoHCGKxO0FoVSKYEARBEOoVEBDAp59+arfN2qsA8Oqrr7ZoedOnT7f9HhwczNq1axtV/hWvvrvtNS0GV7nhb1U1GDn7PZz9Dhzc5XUtKgct1gZ+TQngl8suKvaBAUPs969cTycPOeioaTXvK3wmJUHoqMSidYIgCILQ0bwdzshdV8Hb4fXv2xR1LQbn5CEvftfnOnmxuqJ0uYfglnfhumchdIrcQ2G8nG82eDboi+XZoIrSq/eKVFpQzqJxq1jArigd9iyFwx9UD2Am/5/8T+kAa/pBys9NX0+jtgXt6lvoTiyE1yzZRTrW/pBMdpGu/p0b4Vx2Kcs3x3Euu7RRr2vpBd5qW2CvLRfe+/1kFk99l8fvJ7Na/Vh1EcGEIAiCIHQ0uUflP9C5R1unfOticNYhQLpieVjRsU8rGs/W3os9i+VgASAvGfJOQnmunCORstd+3+i3qq94nbwTvnlE/mk9VtI2+GM1HHpb7m1I3lnRcLcGMyPugu8fk4dV7Xqg/lW8a2Pt0bDWtb7tDX1eqNMX0ef5/MB5vog+X//OjfDOT6f47WQO7/x0qlGvsy7wFpOS1yL1sK6XUbW82ra3hpd2JVFskHhpV1KrH6suYpiTIAiCIHQ03UdiyT2KqvvI1im/av5Byt7qQ4tGPwrZiXDhN9j1IOQkQNhMOaehz3X2ic0jF0DeKflnfayN9HF/h1GL5fwLqHkI0/QP5EBi+gdNP9faejTq6+lo6ZXFrzDzRve2+9lS/nbDALufDdXSC7zVNhNUW84QtWr6YJ7/6hirpjd+gdqWJIIJQRAEQehoFh/haGsuRpWyF35YJidCX/vPiqFFUNF49gyCgTPh3H5IPwC9r4VTOyFwFGTEVOx37FNI3QepP8OF38FvkP2xwmbYflUaS2FI5TwLeWrgWqdnDbkelp6peNyUqWNryx+pL6+kk87y1BituWibn6cTSyaHtWiZAH383Fh9R0SjX+fqpGZkgGOLnad1JijrsCbrNWzLGaLGD+zBy1N8iBzYvjNSiWFOgiAIgtBV1TbuP2SSHEgkbZUb55WHFlVupGucQeMEXn3hmn/YT+easreiRyPhczCUQHZC9eNbhwntfwaP3Bj7dTCs9appW03E0KMW1ZZDcroqcQ1FMCEIgiAIXVdtjW99MZj0ciJ1XcN4+lwH3qGQdUwOPKz7XvecvIaDUQvX/xtueAWilsC45fLz1iAmead8fIAbV1PcPar2ejUkUBBDjxqsIYnAYtG25hPXUAQTgiAIgtDx6IrxytzXuJmEauqFqK3xHf0WHH5XDhD2/QuyT8ivLUq3LyMjBsqyYMA0OYciZa+ceG0sl/MovntM7o0Inw9T11QkdFuHUWUcknMjLtfFonGrvV6Vt1nPpWp9mpqE3dDr1YU05I65dUhOSw9xaittOXNSbVyd1ESF+BCTkteu9WhPIpgQBEEQhI4mZS+BSWsaN5yn6p39mvILrA3okQug/y1yLkTMWnmo0o/L5SDjh2XylLC6Yvm1N70Bsz6RAwVrgz87Ac7sAV0RxH9mf8ykbXKvxeDb5ByL/NO2mZ+UxlL5eevsUPpi+1mcrIGC9Vyi36q/t6KhQUHV/RozZKoTBh4d9Y55SwYATR1i1NJByJU+1EkEE4IgCILQ0QRGUeg/UW6UN1TVu/3WxnLlaVet23JPwNS3IWAUqJ2g9wT5taMfrZ5LUbknQF8M6Qdh+F3Qbyo4ecKwv8r1rDysKSOmoqyRC+SyA6PwP/2RHKxYg5Y9i+WfVRv01nMZ/Wj9w5qsvSDWAKih+zVmyFQnzNWoq9ehtdaAqKy2BntdDe/G1qupAVNjG//1BR8dNXBrKyKYEARBEISOJiNGHuaUEVP/vta75mDf8Lc2lqGiIWzdFhglN+izjoPKATwC5Nd6BsmzO01+DboPgl0Pwa6H5eFGIL/mz9fgy3lyAHLDy/LsTqe/ldeSMJZXNNDP7Ydjn8gzPAGc2493xg/QY4QcZPQYAZmx8u+VG/SVe1Q8g+of1lQ1mby5+9X22i6Uq9Faa0BUVluDva6Gd2Pr1dRhWo1t/NcXfHT24WLNdWWetSAIgiB0ZCGTyBi8lNDG3DW3rtGgK65YIM46Lat12lVrT8OxT+Hox+AfITewK03fatvnhxUQu/7yRglCJ8u9DAmfQ2Eq/PxPCL8PTn4tTyFbWXEGxG8GySwPiTq9G657joKe19Mz7Sc4/qmc1D30Djl4qRwsVD2f+jh5yGVUXveiIfs15jhdbJrY1loDorLaGux1TZ3aFvWqrw41udJ7HuojeiYEQRAEoaM59ytBx1+Fc7/Wv29gFAz6S8WQKOt0rT88WfsdeGO5PBNTZpyc01CT0Y/KjW4HV0BRMTyqWz/5eckC5YWgLwGvEHmdiuwEeSjRD0/Cme8gIEqe4enG1eAfiaM2DSwmMJRC6E3Qrb9cVuWchKrn0xANTcyuvF8X621oDOsaEH6eTvXu29T8gqbcrW9MvdpSR+15KNOZOHpR3+6J3yKYEARBEISOZtf9OBjyYNf99ttrSgTOiIETX1UMiQqZJE/XOmSe3CCvaby/xhk0rhA4Wh72c2QjbJ4pz+pk5RkEc7+Emf+Fa/9RMTwqbCb4jQAnL9Dlg1kHJRly70fy13KAYCiTg5CBMyuGKh39GM+cg3IwcmqX3HNhzemoXMeq59MUDUmYbsmZobqwtkgu7gizMnWkejRUTEoe25PK2j3xWwQTgiAIgtDRTP8Qg4MPTP/QfntNgUHlPAhr7oTGGRK/kPMWKt+BL0qXhy/5R8JNr8uN/ev/LQ9DSt4BX90Ohz+Qh0EVpcvHCYySyzFq5Z8xayDqb/LwKFc/iFgk9z6ETJIDmPRoSPsN+k6EofMqjjn4NnL6zIFBc2DQbBg8R87XAPveiOb2GOiK5STrH5bZJ58LTdIWQ3yaG7C0VBDQ2WZligrxYdZg13YfftWx+mvamSRJACgUinauidARSZIkPhuCILSNgdNIuOl7IgdG2m+vqaFtvcOetK0iB6CyyqtLn/0R4tZDdiIMuwN+f0kOCoLHw7mfIfe0vHaEgyuMnC/3EAz6i5xfYSiTcxyue04uN2GTPMQpagk4esgN92795ZWyz/8iJ2eDPGPT6W/ApEeSFPD7i6BylIOZAbdU1C1pq7yQXuCoihyOpG32U9s2RPJOOLpRris0Lv/iClemMxGTkofGaLFtq5xfYH0+KsSnRYf8NDdgsQYBSyaH2eVCNLa+nS03wtVJzcgAx3YfftWmRzebzfzf//0f27dvR6/XM378eJ577jm6detWbd/o6GjuueceXFxcbNvCwsL4/PPPG3VMTew7oDbLgYIECmXNjcFcLZzMAwkVLv5huAQNw9XVFRcXF1xcXHB2dm7ThqRJb0LloLI7psViAQsoVArMRjNKldyxZDFZUDvKb6XFLH8BVH4OhfxTqVEycOBAjHojSrUSySShVCtBApQgmeVgSqlWYjFaUKgUtnKqspgttuNazBYsZgtqBzWSJGExWcjIzCD/2G6CzWfx8XSv93wliwSKlgvkJCQki4RSaV//mj4HA0vLkIp22m231udyYWSUSKQWKfF2UTMwcgLqkGtsr7e+FxLyuSuVSpRqpbxdrbR/Dy9fK5XG/r2VJMlWjsV0+XmlAkmSkMwSkiSh0qgwG82oNCq7c7J+LpRq0dEoNN/rr7/OunXrWLNmDVOmTOlw5VXVmL8rAHl5efznP/9h//79GI1GgoODWb9+PT16NDwZs11VTgSuuo5E5R6Kc/vlHAZro9zaoxFyI6icIOPycKPQm+SG94DpoHaBgEh5hqeAUXKyddAYubzsRDjzLSR9WREAXPhD7sHIPSEPk9r/tNzTMHI+5CbB4fehPB/OfA+9rgW/ofgcWSl/tw69Q65b5ZmnBsyQ65KwWR4yBRWBQGAU/LEa/IbKvR31BRcKZUVQYk0+b6ya1unoQFqjYW9tlN8SqmZ8Hc9bG9wtdfzGJkRXVVsQUDXIKDda+Dkpq9Y6N7ceV6p6332TyYQkSWg0Gtu2bdu2ceLECUaNGsXkyZMbfLD169ezb98+tm7dipeXF6tWrWLFihV8+OGHNe6vUqk4cuRIg8uviWSRMBlMXIq7hNlgxj/SH7WjulrDK6sMTGYAMyWXzlCi8bN7XqlU4uzsbBdguLq64uzsXK3B2hz6Ej1Zx7JI3plM8LhgQm8MRe2sxqg1krwjmX5T+2EoMVB4rpCAyABObDtBdkI2o/42CkcPR2LXx6Jx0TDy3pEYy42oHFTkn8mn8HwhoZNCMZeasbhbKMsso7ygHEd3R1CCm58bybuS6X9zf8wGM3EfxKF0UBK5KBKNi8auAWvUGjm58yQ9h/fEs5cnp745RWlmKRH3R3D2h7NciL6AcaSRMN1xSpX6OoMJs8mMSWciMzYTtbMa/5H+KDXKZgUVZqOZgpQCitKK8B3ki6ufqxwgmSxkHctCX6rHP0L+HBjLjTg6OXLx8EUMZQaCRgdhNpgpySjBu583SJB7IpfEfBWKnl4YTRK6Q38wPGg0GKE4vZi8U3mETArBYrKQ9GUS/W7qR/6ZfE7tPkXfiX3pfW1vUIDZYCbreBandp2yvbcaFw36Ej0mnRw8FqcVE78pnqCxQYTcEIJRayQ7PhufgT7kxOdw9sezhE4OJXhsMBoXDUatkfjN8RSmFhJ+XziuPV1xcHFo8rUTrmwpKSls2LABLy8vEhMTm934b+nyatKYvyt6vZ758+czYsQIvv32W7y8vDh79iyurq4tXq82UXU2oso9FPufkbc7eciNYqNW7lHocx30Gi+vTJ38NfgOlctSOYDaAZRqCLtVHvJ0+H2Y+G+5jOuehdJL8jAma+P6xlehNFPudVBq5DKG3iEnboMcGOiKwGIAXSH0v5m09EuE9O1bc89D4Ch5AbyAUfK0tJmx8urZRq0cSBx6GxzcwcWn9oDKOpzJGkg1Zxamxs4q1cZquxvfHNZGuab4Qp3PWwOJlj5+U9UWBFQNMpJzjHxzsGPUuSupN5h4/PHHGT9+PPPmzQPg3Xff5d1332XAgAF88cUX/Otf/+K2225r0MG2bNnCI488QnBwMADLly/nxhtvJD09naCgoGacRu0kSeLw+4fRFcoLoKT9mUbU4igc3OwbXIHuUGIAnVkFHsHVyrFYLJSVlVFWVma3XaFQ4OzsbBdgWH9XqVTVyqmLvlRP/GfxfPPwN/KG1TDmiTFMfGEiG8ZuYNr6aZRllfHZ1M948MiDbLtrGye3n8SrrxdjnxzLO4PeoTSzlDlfzOHioYt49/fm3P5z7Ji/g2VZy8iIySAwKpCic0X8/urvjF4ymj9e/YOb3ryJD0d/yKz/zcKkM/HukHcpzy8HIHpNNIuTF9uCCV2xjt2LdqNUKel7fV++XfItRzce5b4/77P9TgAQA07TAxjon1XnORu1Rg69cwizwQxARkwGVz10FSp1466dlclgImVvChcPXQQg7Y80Bs4ciO8QX+I+iqMsq+L98wj0wCPQg6P/PUrppVJ8B/uiK9ARvzmeUX8bhVFr5My3Z8g7lYfR1ZVcPz96DPenxCeUuLg4fLQ+fD3vaxafXozFaOHjaz8manEU8Zvi+XH5jwD8ufpPZmyYwYBpAzi5/SS7H9xte28jH4pk8urJaHO1OLrLAc2nN32KZJZYFLuIjOgM0v5Iw7O3Jxd+u8DPT/9sK/P6f1/P1U9czX8n/peM6AwA/vjPH9wffT/+4f5NunaC8PzzzzN+/Hj8/f1JSkrqcOXVpDF/V7Zv305xcTHPPPOM7QZZ//79W6VebaK23IKaFq+zBheeQTDirorGfMImGHqnnPNQmgmndsu9FRaT3EPgN1Se7UmbB5eOyq8ZfmfFnfr+t4Bnb7jqIbnxD/KQp9GPygvclebI20svwh+rUVjc5JmkrFPX/vwveZjVtf+U65R1XB7udPRj+WePEfIUsuNXwajFcn0qn2/VBn/lc21ub0IHn+2pNYbkWBvlsbHpdT7f3OO31nCpqqoGGWG+GkJCQzvNMKbOot53MCEhgX/+85+2x59++ikvvPACM2fO5Pvvv2fdunUNCiZKSkq4ePEiQ4cOtW3r1asXbm5uJCcn1xhMmM1mJkyYgMlkYsiQITzxxBMMHDiw2n7FxcUUF9snV5WUlABwQTmb73fY728ccy3X/vNau7vtXsAYwGAwoNVq0Wq1lJWV2X4aDIYaz0uSJNv+VTk5OVXryXBxcUGtrvmyK1Bw4PUDdtsKzhaQnZBNzokcfIf48vM/fmbo3KGYyk2c3H4SgLDpYZz46gSlmaXy41vDKEwtROOk4cBrB+g9oTcWg4W8k3kEXhXIoXcO0X9qfw6/d5iR940kIzqD0kuldA/rTvSaaFsgAVCSUcLJ7ScZftdweYMFErckMm/7PNROao59cgwXXxe6D+zOsU+Oyftc7tQ5esiF0GefhLC+NZ6vSWfi13/t48CPznbbfR++m5DrQ2p8Tb30Jr6Y/jIWY5htU9ngqxhx9Qj2bPnItu3+1fcT+0Ui/fv355svPgFg1v2z+Pnnc+hdxuDvdBWeAzzZNnttRdk9oVjpzeBBAZQWlhL3ZRy9buqFxllD2h9pZB3LYuDMgbw/8n27KkkWCYvRQvSaaLvtCZsSuOm1mzi18xRD5g0hek00klnCI8gDjyAP1M5qts7dytKUpbzZ502716YfTKfwXKEtkACwGC0c+L8D3PLeLTh6ODbt+gldRl5eXrXvJQ8PDzw8am5g7d69m9jYWHbv3s2ff/7Jt99+26zjt3R5NWns35Xo6Gj69evH008/zb59+/D29mbevHksWLCgxevWbHEbGfHNw6B4DyLm17xPbXfdrdt1xfIwJG0+9J8mDxWqfCc/cJQcMJgN8rCoa/4hv/6af0Besvx7xiE4/C70ugaUSrgUJyc3h06Wewx+ewF6hsv7WgMB6+viPwOLWc6/CB4HCZsJ0mshSZK3TXxRDhYSv5CHUw2eXbEORPdBkHcKLh6Seyr63wxXPSCXbZ2pKWRS9WlkmzKtbG06+NoS7TUkp3IgUNfxz2WX8s5Pp/jbDQPo4+dm91xr9mrUFag4a5SM70I9EueyS1kXXcSq4NJq17gtKSRr1nEtIiIiiIuLA+Ds2bPMnDmTw4cP4+joiNlsZuzYsURHR9dVBACZmZlcd9117N2713YHCeD666/nscce49Zbb7XbPycnh7y8PPr164dWq+WDDz5gy5Yt7Ny5s9rY1rVr1/L222/bbevevTtvvfVWvfVqKLPZjMFgsP3T6/UYDAaMRmOjy9JoNDg4ONj9c3R0bHRPRkdkNBpJTU21JSuHhITUGjx1RiUlJWRmZtqS9VUqFYGBgTg7O9fzSkFoW2+++SYxMfZTay5evJglS5ZU27e0tJQpU6Ywa9Ysli1bRlxcHHfccQf79+/H37/xPV0tXV5tGvt3Zf78+Rw4cIBVq1Zxxx13kJyczP33388//vEPZsyYUbX4avR6PQkJCS1W/7qM+GY8KosOs9KJY7f83qQyvDL30ev4K/IwI6UDF4b/HYDApDVkDF5KqdcQeh9/Cff8o1gUGkq7jcC5+BQZQx6n0H8iAA4lqQQlvolZ7Yx31q8gQV7QFLyyfqWg5w046i7hkX0AredANOVZGJ17kBt4M4FnNqA0lCEpIT94Gpn9F+KeG4tb3iF8Lv5EifcwCgJuIOD0xxQETCKz/0IsmorGkHfaHoITX0fv3BONoZD0oU/Y6uSVuc92DpXPp9B/ot1z1v2tlMZSPHJjKO4eZXes5miNMttSudFCco6RMF8NzpqGDdk+elHP9qQyZg12ZWRA7Teu1kUXcTzLyPAeGu6JcLc7TlOO25Bzib9k4HyhieOXDPxlSN316woqX+MHR3u2+vGGDh2Ko2P1a1pvK8/FxYWysjJcXV2Jj4+nf//+toIkScJkatg0XNYxqaWlpXbbi4uLcXOr/h/Q19cXX19fQL6btmzZMr7//nt+/fXXaj0h9957L7NmzbLbVlJSglarpVdgL7bfsp3MuEwA3APceSTxEZy8WmZBFLPZXGNPRnl5ef0vrlKGChUlZ0s4tPoQlABZcMOLNzB6yWg2z9jMuJXj8Bvix8cTPmbRoUX89NRPHH7/MK49XPlb0t/4+JqPyUnKYcaHM/AZ5INXHy/yT+Xz2S2fsTxrObknc/EJ80FXoOPH5T8y4dkJ/Prir0xfN53N0zYz4dkJ9Bjeg/UR6yk8VwiA31A/7o+5H42zPCRAV6Rj/zP7KThbwPQPp3PwjYP88eof/PW7v3Lu53P8sekPCAWUMHbhWEZFjqozMVibp+XdIe/ahh8FjQninn332I7XWIZSAwffPMjP/5KHBClUCu7cfSe9r+3NpmmbOPfzOQDGrRxH2K1hePX24uv5X5PyYwqhk0O5ee3NbLx+Iw8fe5iy7DIOvHaAIxvkvB21k5r7/ryP4cOHk5iYSHFmMUf/exS/pX70C+7HDwt/oP/U/jj7OLNjwQ45sR2Ys2UOoZNDSd2XytbbttoS3a977jrGPDEGY5kRi8lCWVYZH1/zMUatkXt/vhcUkH8qH4tJToa3DZECpn0wjWF3DOOrO77i1K5TADh6OPLgkQfxDvFu0rWzio2NJTIysv4dryCd6Zrk5+eTmprK008/XS3Ira1XYs2aNSgUCh566CEABgwYgEKhIDExsUmN/5YurzaN/bvi6upKjx49uPfeewEYNmwYM2bM4KeffmpQMGFV2x/UFmV6HfN3S1Hf9HrTP3u6/hDsLw8r0jgTah3aFBIqr6ydvBMKjoNkRtVrLN55yRB+F6Gj75DXeAiZBAlxkB8nr2QtAX4D8QuJhEt76ZH7C1zzL4g34FZ0HtQqHItO4OYTCJNflRfEO/EVfsOm4Oeig6uWkrrnVfwy9+JVlIhX73CY8h969rmOnuf2y/W0UmWAwoLGmAMR9xF67YMVw5Yun1eodf/gV+Rzc/KQn7OeX9VhTknbIPp9CAmFwROadk3trq88Ba0+8VMcp7/dMmW2se+OXeSrE8k82qsP40cE2LbX9Z03cIiJkND6hyitCq7omUjNLeObg8mEhIbaegZqSvBujp+Tstj5axJIElMjenH7taEAdr0Unem7vCFWBZfy0pcxrJoT1ao9E/XdSKk3mIiMjGTNmjXMmzePL774gmuuqZjFJjU11dbgr4+HhwcBAQEkJiYyaNAgANLS0igtLSUsLKyeV8tqS8qtqeve+gdVqVGy4PcFnNt/DkOJgf639Efl0HI9ACqVCnd3d9zd7ZOMLRaLLcioHGhotVpq6wwyY8YhyIHRr4wmMbmYYi8fEnp350T0eSwrRrM9owAXowGHtZN5Z1cSrjP74XZ1T8pytGyMPo/qjRtwTCnge5MBr2ItlrhSFCoFXp/P4vVNR/AM9oScYhQKYMFQPj2ajtOdg3n/u2QcnxrD1pRc3MrKcXx/CprTeSjVSpQh3mw8cA4qXXvzzX3R5vjx4f4zOF0XhPvQGXxxKhuf64Jw6jMSXUEhrj4uqEIC651hyNHdkUfPPsqp3adw8nKi97W9mxxIADi4OTDm8TEMvHUgGYcyCL0pFCcvJzQuGu785k7S/0yn5FIJYTPkz5zFZGHul3PJiMmgNKsUN383Fp9YTMbhDILHBDP5tcmMvG8k+afzGTB9ABpnDRoXDSNGjOCo+ShRi6NIOFvM/oxEeiwbxW8XS3DxVNPty79QkFqAZy9PfvNQ8/uhC1icFXhvnU1BSgEege6c8Hbm1KE0zAYzCgVYzBJeW2aRl5zLtowCXLq7YPF3wqQ3o1Qp8P5yNoXnCvHq48UhNwfiYi5gWRyB6+z+6Ap1eIZ1Z8vZHJTnGz4/tkalJKKPN8N7NS8AEToeHx+fWmc0quzkyZN89tlnaDSaahNqJCYmMmmSPF78l19+4aOPPsJgMBAeHs7KlSuxWCzcfvvtvP7666jVapYtW8Zjjz3W5PIAZs+ezYQJEzh48CA9evRg0qRJfPnll+Tn57Np0ya7IKGxf1cGDRpU4x/EDjnls5M7Zo07Kqf6Z8OzqZqM7OQh50dUZR0ClXFInllJoZCHQY24R37+3H7Y9w95+JKDB5jLkZelUsgrXEsK+Xe3QHn/six5AbzCc6BQQdqf4B0ir4odMApKLsp5Ddc9j2vRSZAksOjhxJcQeqMcuPzwJJh0FXVUqiFoNHiHyvkXlQMDJw95hqYfnpRX4R45vyIHpCGzXdWWA9HY2ZsuT2dbEDCJnh00r6I+UqV/DdXQ4VV9/NxYfUcEAL4eTq0+5WpUiA+P3hSGArgmzA9XJzU/J2V1mCTx1tDHz40HR3u26xAnaEAw8eSTT7Jo0SI++eQT+vfvbze2dNeuXY2K8ObOncsHH3zA6NGj8fb2ZvXq1YwfP77GfIkDBw4QEBBAcHAw5eXlbNiwgby8PMaPb1wsq1Ao0Dhr6H9z2ybZKZVK3Nzcqt0dkySJ8vLyaj0ZWq0Wi0WealXtqKbMX41CqUZ1ecpXpUaFZ28vWzkeQfIXnUewJx7BFV1bPmHdbb+rKt048+kv/wfWlpXhcvlunltP+Y+U+nLj3atPRfm+Q+xns6pM5aDCPbDii9Y90B33QLksJ08n1I7uKFQqMgz1zyqkclChclAxdN7QevdtKAdXB/yG+eE3zP4cNM4a+t5QPX8jLS2NkEn2ORohE+XHGhcNvcb1ote4XnbPe3h4EDkqkuPHj1PgqsBsllBqlHiHVDTe/L3t78AqVUrUjmr8I+y3W4Nb5eUYqmelBGqVgwpNpYlmnLvZ32m2fi48e1c7rQYxmi3EpxWJYOIKJUkSzz77LOPGjeOll16ye+7555+3JU2npKSwbt06NmzYgJOTEw899BCZmZn4+/vz+OOP88orr1BUVMSLL77I3//+9yaX1717dy5evMjs2bNZunQpEydOZNasWWzcuJHHHnuMlJQUhg8fblduY/6uzJo1iw8++IDPPvuM22+/ndOnT7Nr1y6efvrplrysLabBIY61EWzUViQf19agtkrZC6d2yvkJ6dGXV8R2udzof06e5Sl5J3gEgUINkglQyutI5J4AixGyj8u/+w6F87+C2hGCroaMw3D0v3JD32KEwgugL4LEL/C5GCufmMoRAqLk3AZHD3n2JW2+nGwNoNLAiW1y0reju5xLUbn+IZPk12QckvM03IPg3D55bQu/QRXn+MOyigTvyutt1BQwNHb2ppBJMPk1Mot96NkBp461qiuH4NowP5w0KoYEetY5ZWpNZYF8139IoCeJGUV1vra+AKQ5CdmVX3tzpd6VMp0JvdHMA9f3a3YQ01YJ451VvVckODiYb7/9lsLCQry8vOyeu//+++2mjK3PokWLKC4uZs6cORgMBsaNG8fq1fLiOjt37uSZZ56xTQWbnJzMqlWrKCgowNnZmcGDB7Nhw4YW7SJvDwqFwpaQ3b17RcNfkiT0er0tsNA7l3C+pOXXDSgqKrIFE63BqXsvjKX5OLl5MqJP55gtITs72268dUO5uroSGRlJieosZwssnTLnRaNSMiy49cdZCh3TV199xfnz59m1a5fd9xHI+XIffSRPWrBnzx4KCgp44AE5AbawsNDWwzpw4EBiYmJ4+umnOXz4cLPKO3PmDGPHjiU4OBhJknB1dWXCBHnoSFFRUY0BQmP+rgQGBrJ+/XpefvllVq9ejZ+fH0uWLGHq1Kktcj1bVNgMLqRlVgxNqou1EXzdc9XvvNfWQL7cEEabJydOa5wrkpf9I+HC7/IdjuI0ebYmjQvkngSDVs7BALnXwquvvLAdCjlJu/808AmTk68lSZ59yasP5CaCrgClxQghN8gJ1qd2yr0gIAcSZ7+HizFy78b1/5YDDrNBDhaCxlQPBEbcJU91q3aUV/BOkWfR446vK85x8G0Vr7fO9lRbwNDY2Zsu94JYYmMbtn87qWttCGsjvyF38Mt0JtbtO82PCZksvWkgjhoVa39Itr2+OXf/m5OQXdtrY1LyWP/zGZZMDmt2ANCRpsHtiOpNwO6srMOc+vbt26Cu/itFVxsv2BLENbEnrkd1nematMZ33xtvvEFYWJit0W00GtFoNJSVlbF48WJuvfVWtm/fzn//+99mlffll19SUlLCggULSElJYc2aNaxZswaAmTNn8vXXX7fI+TSVddxwm+RM0IjPXV3Dc4rSIfoteaiQZw1TsFtfGxgl75f4hTy86dIR6HczpB2E7HgYdqc8w1PeKTmgcPKQ144IvQkGzoT0gxC/Se5RmPyaHJxY17JwD4KMaAi9mSyDAz36j4bCVDmgKDgrzyhlKAVTuTw1e8iN8ixPv70Ag2bL62KEzagIBMb9XR5u5TdUPs7+ZyBqqX3PhPW8ug+Sp5m1nn9N16qpi9Ndft2RYh/Cx3TcfIkynYlfk7NtPV3WBnZdK0XX9Nn7OSmLV3clYjJLLLtlEJF9uvFF9HluGNyDn5KymDe6N36eTrWWWV8dq+7b0NfXtl9N25v6Xd6Reyba4u9Tfd99YslcQRAEoU7z5s1j06ZN3H333cyfP58ff/wRg8HA448/ziOPPMLMmTPp2bMn+/bta3J5ACdOnLBN85qYmGj7PS0trUm9h1cMa55A1YawrlgOEJK2ynkJdb02I0ber2e4vC6Ez+Vp2PvfDCo1mI1yTkRgFDi5y70P7kHyVLHZCXJwYNbJ61NY+Q2FsJlyYCKZ4dxPSBpX+P0liF0HMW/ByW3yQndD76joCTnx1f+zd+bhUVVnA/9NZpJM9pCVJEBCQhJIIvuissgiiyi4VEWtuxX9VLBW0WpbrXa1tLbiVrVSa62Ku+IGyC4ikR0SCEsWyE4SmKyzz/fHyZ3MTCbJZJ0A5/c8eZK599xz33tmkrzveTdhZFgMcODdFjkVz0nZLtHAbt0ycW72chhzu/BIOIY4rVsmDIlDH7U8v7u1Usbmf9u5dW++LrSqjbXtRRr0ZjbmVtCg77gITpBWg9ZXzWsbj2EDp9wFZR6AGRmxrRRlx/tMTI7kwXnDeeTyEUxLjyGnRMfG3ArW51awMbeCnBKd07XKbn52fsd5fIqHxPH+nl7v7tr2jneFnpzrXESuikQikUjaJT4+nrfffrvV8ddee83+87PPPtvt+X7zm9/Yf16wYIH958GDB/PCCy+0Gn9OU3mI5OyHYfArLQqyJzjusud9LrpQZ93YErqjnNcOgG8fg0ufBf1p4RGIyoBBF0NwnLgufx2EDhEGgr4Ge5pu3LiWkKLI4bD7dZGUrdIIZd83oDk52iKMk7SF0HgK0q+kwjKMgSOmiu7aFfuEB2JAirgmMh0KvhWhUkoI0r7/wsYnxTnF0Jj4IKTME14RpYqTK0rIUsJEiB0p8kn0te2P7WwSdfN1tbV9H9LbVthNWzvoSoM5Jb+ho3mUuVZuOc76nHIenDucGRmxTjkJjnNmDQpvlZfQ3aZ6Q6OCSIkNZmhUz4dmd8ab0dk5zkekZ0IikUgkkv7G+scJr9gM6x/v3HWuu+wqH9GcDkRp1LzPxfnVd4uGcB/dKJKUt/4Bjn8jvp8+LpKnUYnE6aGzICgWAqKFEWE2iqRrVKLqklkPwdGAFdR+Irzpwl8IQyT/Wzj+NUSminlBNJ+78TNhDFQfFV2wN/4G6kpE/gYIj8r4eyEgXHg9vri3Ren3DRDeicCItsOSFA+Ef6iYc+Nv2vY8OHorlIZ4+lr3Y91c543+Em0p6m3t5is76zklOqfzjgaBq6cjO7+aDTnlzMoc6NYgUOaMCdP2imdg9d4Svj9Sxeq9Je2Oa9Cb+XpfKd/sK/XIU6MYSc+vOdxqnTrjTenM2HOd89uUkkgkEomkPzLrT5w5c4YBs/7k+TX6WrEDP/1poXgbaiFzkUhu3vAbkfA843dCIdcOEAaFQQfaCBg4VngkQJRs9VGLxOaEiYANDr4Dtub9x7JdMPKnMGSyuFbtJ+6Zv05UdyrYIDwOZwohZiTEjxP5FMZ6hsTsgvFThJIfNkQkaceNFlWimk6LvImjX0Ch6BXEuHuFIZC5qEXp39faq9VqHRTvTHP5VjKua+15cJcr0dmKTl6irepIHXkDXM+3l4AtSq0Ob3P3vqMqTt3duV80KdHpe1tk51ezYk0eKsDfV91hgnR7RlJnvCnd9bycS0hjQiKRSCSS/kbMCPIn/o1x7YU4OSZPl2SLykwbfyNKpmpDxbmcVSJh2mYWfSSSpsPRr6FwM/zkXfjqfmEc1BwT/RpisiBO9AageDscfE9UVRp6KRjroHS3KNW677/NZWW/F56Jo19AyhyRAxGeJLwJZj3UHIExd4rE7H1vEVSTAwdXwdEvhQxWo8ipqNgvDAul58XA0TD6DiHblW+09JEA8bNvoLNx4GpAKAaBUrXKXcK1u1K6XQ156mMcFfUGg5lVO4rsCdCeVBtqMDgr+p1RjLPzq3l+zWFSB4ZwtLzOHgLlblx7FZDaMzYa9GZySnTcOS2FIK3GbUlaR9mV/hKOuSBtze1oJAFOJXE97aEBnvfbOB+QYU4SiUQikfQ3dMUk5D4vqjG1haI071ghvle6NORTejEkjG9uCKdqaRCX/QJs+q1oOJcyDy64UVRV2vArqDkKWYvEeLO+Oa8hWVR1wgr1ZWBuFN4Ds0Hcy2KCioMiBMqgE/0mBl0orj99XPR5SFuARRMA+euFMTEgWRgm8RMhbQFkXNuSTD3nL8LLsfE3LaFPClV58N2fxXclLEkJ31IMCsUgaC/hGs4Kw8EdjiE2q3YU8d72IlbtKPL4ulU7ipxCdDqTAD0xOZJZmQM5UlbntLvvmhTekYHSXpiQ6znH167ngrQaLhsVz7zmfI6NuRVszatsNXdu8Rn+svk0RVX19mc920OVGvRm9pYaPArv6k2kZ0IikUgkkv7GjhXE5L8DOwYKxdodSnWj0XcIxT1hIiRdIpRjZfc9fSGYmqB0F2ATYzKuFYZD4iUw9q4WZToqA/b9B/b/V5SAVfuLa3x8ROKzTSUSoU8dBszYE7JjRol+EJufBqzgHyYa2qVeAZFpojv2v6dB7Um0VjOU/AAjbxXXBEZC6U7hBVFphAfDN0DI7a5PBAhvSumP4vukpbDmF6KErBLe5dgF2x2uxoYj/TjMyXG33VFRz0wQvYI6CgeCjpOm3Y11HROk1XDntBSn6zfmVqA3WXjdoeys6869q7egPWPD9Zyj3LsKa1jcRiM6xTi4e8awVnMv/+oQRToLy786xL8XX9TuM54tZOdX80luA8kp1V71kkjPhEQikUgk/Y1JS6lMvkkoy21Rki2U/KpDQvENG9QS5nNwFXx5n9ixz1oE4+8RTeFKsmHoDPALFgnPSm7Fht8Ib0HFPqH8H/kCKnPBRyvOB0RC3BgwnBGJzwC+wXDBzTD4ItFPAqso72poEnPseVN4LLYtF2FPKl8M/tFivjOFcOBt0Z9i4BhRMcpqgn1vCeMg/1uh6E9aKgyKqBEtidGXPiua5aVeLgwli1Gsg6sHoy3aKqUL/TrMyXEX3dGTEOSvIWtQOEH+bZd1VXBNmgbaLDHbXgK14zlFLhVw94xhGEwWGvTmVvffklfJX77IZUtepdv5HccHaTVkJoSxcstxKnV6pwTy1zcew99X7VYuxTiYlh7TSvZl80eQGKZm2fxOVEfr50xMjuTqjCCvG0PSmJBIJBKJpL8RNoiSjAfdN5pTcCx/mvsxVB6CT26FNQ+1DnmKHSmSrxMmitcjrhHeibzPRZjUjy8K70DaFbDgdZE3UV8CKqvIW6g+LBT/4dfAwjdEdSf/YJF8vfffYG1uiWY1AUaoPgZWvQiZChkozlmaaApLE9coXo0BQyE8UZSRDU8SeRNpC1qU+aNfw67X4Pu/CuPo4Co49rVocrfzFeHFmP8iZN0kPBid7RXhSnuGhpfpbAUnT0J4PBnTUU8LRa6p6TH2fhbuwpEMJgsmsxWDydKuLFvyKtmYW8Hb2wpahW+5roEiW6VOz9f7StmaV9lmwnfGoHAevWQAGYPC23z+wsp6lr27m8LK+jbXo6fpTM+Q/ooMc5JIJBKJ5GxEUXxzPxahOTEXCO9C6uUweVlLyFP+ty2JxiXZ4ufUK8QcJT+KEqxmg0i+HjJFlKOtPSl2/9OvhIL1cOJ7YQQkTBA5E6ZGUQHq+DrRXI7m3InAWEiZDacLREO7iOaSsKGDIXwolTFXM6BuE0x6UFR0Ovk91H0Bwy5vbnxnhPpyMZe+VhgIhlpxDoSRdORz0TsjYUJLn4n0hS3P21N0tTN2L9FeBSdHj4CiSHcUwlOp07OnsIZbpwxtd2e7o0RqR7kyE8KYkRFLZkIYQf4ap/trfdX4aXzQ+qrt17oL3TKYLLywNo9bpwzlhosSncK3XNdAkW1KWjRf7S3FV6PyqKKT49o5yvjS+iNsPXwKgOU3jvVoju7S0fp2dG1/CHOSxoREIpFIvMq+ffsYNWqUt8U4e1E8FFEjRI7CpKXCoxE2SCjEjdXCeLB7JX4iQodqjomSrwkTYP7zYuwnt4oQp9BBosrSwNEw7m5hoBxfA7mfQOkOUdnp5HeiH0VwPDScAptJ9J1Q+wpPxti7hVETGAl7VkJJNkll+8F0Rsgx6UHhebAahcFi1kNglMip2PMmFG4Q+RQarTBsxtwpqlE5Gg2Kst8b9OP8CXBWxLW+al5YmweI8qjK7nx7CuaqHUV89ONJbrgosd3Sra69KFx3/it1ens1KaUrtmM+RYPBzJa8SgwmC0vnCg+GgqsiPSMjlga9Gb3JQl5pLenxoa3Ct9zJpms0olGrmJ0V51FFJwXXNbp/VprTd4Xc4jMs/+oQD1yaSq3e0u1GdW3lv3QWGeYkkUgkEgnw8ccfc9ddd7FhwwZvi9J/0NcSXrahU83TiBkhqiaVZLdcl/+tqIiUswoKN4mQptwPxFfJDjA2wInvxPi8z8XPKXNhyFRxfckO+ObnzddvgLyPRa4FiITsgIjmMCUToBKhUXvfBEO98HT4h4oQq9iRYNHjZzoDgTFwchus+bkwJFQaEa40cDSYGkT+xPE1wssSPx6SZkD+WpET4e8QhpT3eUteiGuzvp6gH+dPgHOIjqKQ2sDj6kSLJiW22vl3R1sN70Aoxcu/yuXd7YWs2lHkpBg7Vo5asSaP1za0znVwp0gHaTWcrGnks93FvLj2SKtncc2tmJERy+ysOB5bkMk9M1PtpWTbakzXHkkxwSy/cSxJMc6NCJd/dYhDJbX8cXWufQ26E57UVv5LZwnSahgd7+/1DtzSmJBIJBKJV3n66ad57rnnOH78OHfddRcffPCBt0XyPvnfitKwHSnHrh2b878VHa23/F4cU8rDzvmrOJ/7AaQtFOFHGdcKT8KB5tyJxhphXDRWga5IKPF1peJYVa6o9qQJEs3tfHwBKzRVQ/FOCEmAwGiEWmETfS2Kt8O6R+GbB4XnQh2IQRsrvAsgErhVGpGsPWQKjLpN9I8YdbuQd/x9onzsqYMQN859ToTNKkK1Eia2KP6d6WLdHv04fwKcFXFFIZ2WHuPxLndMmJYlc9KJCdN26n5Do4J4YW0ehZX1rNxynMOlOianRbNoUqKTYjw0KoikqCDCAjTcM3MYS+cKudwZA67K8ILRCUwaFsltU4eiN1mo1OntuRErtxxnhYuR4DqP0phuWnqMPfyrLTwxCpbNH8GIhFCeWJDRyljqSlnZs72KlCvSmJBIJBKJV3n88cf59a9/za5duwB49913vSxRPyD5UpGA3dGuuOOOvNIBO21hi+Kt5BP4Bgolfs7fRFjTtj8LBX3QhWCxwJ5/i4pMFj2UZsOJrSLX4ZLfQuJUkcswaJIoJRsxTCRaa/wBFYQPFt6KxkrxOiAS8BGN7Xa9KjpbnzoI0cPRmOtFSFPoECjfD75aiEgRIVWBEXDFP0VoVNUhIeexr0W1p1l/apZ9YouhkL5QNNo78rnwxiiKvzsvRU8ZGP0Id4p4Z3e53SnSbfUuUOZevbeE97YX8dL6I2zIKWfOBfH89uqRrYySj3eeZPvRKv6zpYCwQD/mjYonSKtpVdXJHQVVDRRVNXKmycTrG481ezcOs/yrXNYeKGPYwBAyE8LaNASUxnTJMcGsWJPH1rzKNp+rPaNAmT8xKph/L76IcclR9vXtjkHQHW+Eq3z9oc+ENCYkEolE4lX8/f3RarXcd999vPHGG3z88cfeFunswTEUR0m0TpjQ0vUZWpRrReGOGweRw4XnoGwXWA2iAV1JNqgdFEJdkQhHspoh4UKoOQ573hDjUIG5CbA1V3BSQchguOAmYXjYzOILxJiQBBE+ZTWJkCddIWCB+AniPsPmtzxPSbaQ19QE0VlChrJdQnblnBLaNGmp87O6rolCd8Kg+rkh0tlwG8fxjoq0cnzdwTLe219vV/Zd51fCo+6flcbSucPtXapdSRgQgJ/GhxkZsU4Kt6r5y2CytCn3xORIrhqXwI5jVVw1LoFFkxKZmTmQvLJahseHcrS8jpwSXZuGgKKs+/uqsSFqh23Nq+S9/fVsdTFi2jMK+ntTOyUB29vySWNCIpFIJF7lt7/9LY8//jibN29myZIlbNq0ydsieR9Pw5wcQ3EUJVoJI4KWBOzkOeK7vlaUcj3+jfBehA4SzemGTIWAKOGZwEeEP4EwMgo3tngrLEZRxhW1aE4XFCeqOaUvhJ99L3IczAbspV8VGqrg+BrUVqMIkcq4TnhLfHzFed0J0X17y+9bQpZ8A0RzOoupZR7lGaHFQEq+VBgX+94Wz+fYtG7f2+IraoRIPHfsV9GJ96LH8zF6kI4UXldjwF2uxcTkSLvHIK9UrI2qjfmV8KikmGB78vI3+0r5el+pPRypQW/G31eNr9qHrMHh9jyGjbkVjE2KYNkVGfg3J427yz8I0mrYeKiSYxX1bDxUSUyYljunpfDQvBEsm5/Bg3OHk5kQhsFk4e4Zw+zJ4a6GybT0GJbOTUcFVNY2oTfb0DUa7ecrdXpe3XDU6Zjjuinz91dDo78kYMtqThKJRCLxKk8++SQNDQ3U1dVRU1PD448/zvbt270tlndpDnNK6Uzyr2upWEXp3vgb4UU48I7Y4Q+Og+gLIPYCEUak1ojk5zP5otxr5iJx3cH/QU2hKOsalSEUfv9QKNsDKgsYdOIrfCgMuljcd+8bwiMREA1NosQmvsHintWHMWhj0ZbtEvka/qGi18WAZNExO2akMHTMBpj5O6gtEZ6LlLnCWNEViwZ4MVmQepmzR2btIyJ/omK/8FaUZIuQr7WPCBlG3Soa24H47nhtR6Vfu5GI7UlFIU/Ht3VuYnIki2cMQ+9QGtZxbHZ+NSvWHGZm5kAWTUrEYLJw6xSRiwDYDQLFY5AeH0qUSmevuuRY7rVBLyozqYCp6TH2pnUr1uRhA+aPjmdjbgVL5qQLY0Ljg39zKVjH7tRaXzXjkiLQuuQfOJZHXTZ/hL2CklJFakZGLJU6PQeLz6BrNPLWdwUsnjGMVTuK2JBTztK5w1tVsDpWUceGnHKGRgdjtkLJ6Sb7uVU7ivgw+wQBfhrCAv1alZ19rbmjd3sN8rqjyHf28+FKf0nAlsaERCKRSLzKTTfdRFhYGKGhoQQFBXlbnP6BNpQzcTO7lvzrqvzO+SscWwM578P+t0WokdUsSqzO+4cYEzdO5ECMvkPkKzRWw+lCMVZ/Boo2Cq+Ejx+oVICPqObkqxU9IDY9KTwWVrMwLjJvgG1/BT9/MJvh9FEAfE0G0PiJPAqzQZScPfa16BsRkSpCmg6+K0K1cj8UVZ3UvjDm9pbmen4hwmvhG9jyvHP+KhKxc1ZB9RGRg5F+lWjU5xsgvDWDLhRej0EXthgSnpR+dfR0dJLO9hBob/yWvEpWrMlj6dx0xiVFsGpHEQtGJ1BQ1QDA6xuPoW3usbDVYezU9BhmZg5kfY7o37Ext4IZGbFszK2wj2/Qm7GBffxhVaV9rL45HCmrudnbijV5gI2jFXXcOS2FzIQwLs0aSHJMMBenRpM1KJzMhDB2F9awdK7oRg0tyrfBZOH5NYeZlh5DckwwW/MqGR4XajdYFDIGhfPirRNYueW4k6Hw783H+XRXMWOTBrB4xjBswPqccmZlDmxVvjY7v9p+bsHoBAKt9dw8eaj9HosmJWIyW0mOCW5lFHRkLHRUetcTutNjoj8hjQmJRCKReJWvv/6aTZs24ePjw/Dhw8nKyuKnP/2pt8U6e3FUfpVwnoZK4TGIGC52/BMmiURnEEq6qall5z73A6HYY4MLbhTdpg99DAOGiYZyYUNEU7sBQ6HigLgmMKq5ZKxKVIU69iVgFdcGJzR301Zjr/a0/7+iQtTYxTD378L7seFXkDIP/AJFidqyXaITd/keEcYUkSp6V8SNE/d0NARG3Sy8Fxp/YVAMHCMSs2OyhLdCucbfYW36oPRrZ3ev2xuvcvhataOI97YXcaK6geMV9dw6ZaiTMq43WTCYrehNFoK0Gu6clmJX8h2/K/fZmlfJC83Gh2NFpBfW5rF4xjAnmZbOTedQiY71OeV2A+O7I6cYkxRBTJiWmDAtG3MrnHb1HXfgAY5W1PHlnhKajBY0ahWXj07guyOnSI0NceqT4WgM2NdEJYLoDpXquHZSor3PRmZCGKt2FLHuYBmzs+K4c1oKE5MjuWdmKiogOlTL1ZnBToniMWFafjF/hNv3wtVY6K4XwR3nSlUnaUxIJBKJxKts2bKFTz/9lFtvvZVLLrmEb7/9VhoTPYUSAmQ1Q9oCURWp6pBQoA21sOoaKNsNE+4XirXS2G7PG+IatZ/wTNjMwkuh8hHhTjar6Fqt14l8iIlLoWizSOrWhkPFwRYZhs4Q/ShCEqjb/zHhp3Og+hj4+AtjIeMaePtyyF8HKl/hifANEE3qRt8hQp8aa2Dr74UHI6s5DMs3sKUUbN7n4tikpS0eiJJsKNwMO18W3orKA85eiG54HDyls7vX7Y2fmh5jV7THJkUA2D0TBgfvQUyYFq2vGn+HbtOO8yrKtKNSbXP4UnBVdBVF+rJR8UxLj2FMUgSZCWF8f/QUU9KinbwKjqFRyrWOO/B3TkvBZLayencxAMkxwYxJikDf3P1aGTcxOZIH5w53UuDvmJaCr9rH7k1Qnm1jbgUbcspJjwvl24NlmMxWRiSEoQJe2yh6XHSnyG9veBF6wrvRHzhnjQmLRcQC1tXVeVmS/kdNTY23Reh3yDVxRq5Ha86WNVH+5il/A88GIiIiUKlU+Pj4MG/ePNatW+dtkbzPm/MYXbgGDsyF27/p+jzaAaJCU+KFMP0psdtvahLKd8mPwpAIGyKqLVUchM3PwPBrIP1K2P8O7HoNLrgF/EKh6YzY/a/cD7XFULBBVGIakCoMjtMFEDQQDKdFPkb1UQhPEsbB+Hth3WOEncqG0EQw1gqlP2KYMCRQi2TsgCiR0H3BT0UDvrzPYd9bIhzK2AAH/ufcARuEwbTmFyJs6oIbRc8KhfH3iu8DUkSehuN1+lrPcib6Cadq9Xy1r0T0b4gJZsmcdEA0WlPClJSeCo6Gh0KD3swXe4rZcbyan01PoaLWYD9vMFmYPlz0ZCisrOeTnHp+Nlhvv3ZrXiXPrznM9BGxpMeF4u+rZkRcKMu/yuXAidOoVD52zwRATonOnpT9xIIMKnVNJEUFERvqz9f7SqltNGKyWLl3Vqo9p0JvshDir0alglCtmkqdnre3FRAd4s+ewhpunjyUmDAtjQYzZbom5o2Mc/J26E0W7pmZyvC4UF5af4Q1+8v4am8pD8xJY8mcdGJD/fnHJh1PDK5v1ZTOcY3ceR+UrtyLHZKxe8NT0Vme+mAPaw5WMTd/D09fN8YrMsA5bEw0NjYCUFVVRVVVlZel6V8UFBR4W4R+h1wTZ+R6tOZsWxPlb+DZwPTp02lsbCQpKYkPP/yQQ4cOeVsk71O4RpRbLFzTvXm+fQxqiyCvDMKHCMXcrAeNVuQTpF0hQoq++6NQ1m1mOHVIKOE2C2CFvE+E8u/jBw0VwugYNg/K94l7nD4K25cLTwaIpOkLbhZ5FKfzRThT+T4o3y3O1xYKY6Vin5Cv9EcxNypoKBNlYic3V08yNSfLKt6KhEnC6+CY75B8qfBY7H1TNOA7/GlLwvXs5cL4UMY6Gg2e5kz0E15af4Sth0VS+/IbxzqdC9Jq0DZXR/JvzoNQdrwVpVdvsvDyt0cxmK2cbjSiazTZDZLXNhzDYLay+XAlmYPD2Javx7D+CMcr6u2dtU1mG2v2l7HuQDm+Gh+yBoex7cgpLkyJYvYFcU6Gy8TkSGxATb2RP67OxWCy0mQ0Y8PG/hM6zBYrJouVGy9OImtQOMu/yMUGBPqrKalp4sVvjzI2KYIPs0+g9lFhsdrw1fiwZE66fR2q6gxOz/B6c1hVQVUDR8vryBwURm6Jzr4ey97dzf4KEy+tP9Jq/RTa8j5k51fb53cNA/NmvsOag5X2709f5xURgHPYmIiLiwMgMDAQtVrtZWkkEomkb7BYLDQ2Ntr/BvZ3bDYbc+bMITAwkEceeYR//vOfPPLII94Wy/skzcVauAZ10tzOX6srFnkQk5bC/Jfgi3tFhaaRN4keD6YmoZinLxQhQ3mfi2N1ZXD4Y8i6CdIXQOkuEbZ0wS2gKxBVlUCED6XMFQbJ4Y9FadnYUXCmSPSsOFMgEqenPyMMhZxVUHUEYsZgrdyDOnmuqP5kMcH4/4Odr0DiJVCdJ/I1woZA4SbRM2P603D5y8KA8A8V5ws3CTmmP93iVZj5O5G0rTybknCdfKnIEYm5QJSFdaQPcia6g+vO9/2z0gDs311RwpKUJOTMhDBySnToTRb+uf4IKTEh3DIlidySWrtnIjMhjF2FNSyeOQwAra+a4XGh+Jvq+NmsNAqqGuxGggrQNRoprGogPS6U0UMGEBcWQMKAAHsZWYUgrYbf/eQC/rg6l4fmplNVbyS/sp7oEH/2nzjD1PRoGo0WFoxOIDpUy+KZw8ivrGfk4DBe2XCMBy5NZXBkMCazlegQf07VGVg0KdHp+e+Ymmz3rjQYzExJi6ZS14S/r5p7ZqYyLimCnBKdXf77Z6WhO32mzfVzt4bK2ruGbTmOVbp6e8NLMTcrhjUHK5mbFdNn93THOWtM+Pn5kZiY6G0xJBKJRNIOKpWKxx9/nJUrVxISEsKyZcu8LVL/4PZv2LtrF+PGjev8tTtWwA9/Fz/P+Qvcu6vl3KibW493PDbjSfE992OoOQJ+wYAFhl/VMmbKE6Kzdc1R4VEYkCryMMwGsBpFSNTxNRCTCYnThIfAaoLAcE6OfIKklBHw1QNgrBNhTmPvasnhqC+HQx+KXAolh6MkWxgSk5aK+5uaRAdvR0+DNrT1s4UNEqFMax8RfTXCEmH+8y3n+yBnwpHOKpyuO99JMcFud9SVeRVF9/ujp/jn+qOkDQzhSHkd985KJS0ulG1HTjEoIpAFYweRGBVMxqBwNuZW8M/1R0iLC2XZ/AxiwrQ06M0MHeBLdKjWKRxo3ihR9nXVjhNMTIkiqTnP4S9f5NqNCcfk6XHJUXz04DQnWT/deRIVKkK0vuSW1lJQ1UBSTDBhgX58d+QUvhofbDaorDNSq9dxz8zUVmulrEOD3kxFrQEQYVXrDpZjMlvx0/iw7IoMezK443X3TAojOlTrZGwp313zLxzXPqdE55STAs75Dq7j+4qnrxvDwuRdjBvnvRAnOIeNCYlEIpGcHWRkZHD8+HFSUlK8LUr/x5M4f0XpVr47Xqco58r1bc2XfCnMfU7kVRx8V3zZbKIsbHiiCF0CQA2nj4l8h5AE4cEwmmBAkmhMV50nqjhZm6BwM9qUQRB3s5AjdLCotrT2YTE2dqRzkzpTo+grceRzEZJVsV94Jmb8rm2Pguvz5H8rGu5ptOJeXqSzYTGeVvrJzq/m+TWHSR0YwrHyOqamx2C22DhYfAYflUjCXjY/gyGRRQyOCHTq9ZCZEGY3NIZEFrFkTjpbmjtFxw+p5LJR8U7GipI3MDQqiBfW5jErI5bZWQMZNCCQ3BIdW/IquWdmKloHowJEc7hVO4oIC9BgA5Kig5g4LMr+bMrO/4LRCQyLDeFQ81wPNpeDda0GpYRtKaFHmQlhzM4aSMKAAMIC/ezyLZqU6GRQOL4PitGgfHd8X9x5edp7L86VqkxdRRoTEolEIvEq27dv54MPPuDiiy9m9OjRZGVldW1H/nzANc7fnTEQNkh4JKDlfGO1aF6XuQiOfiFChHwDxfENvxI5B5ObO0onTGwJJRp/r0iItpjE15HPIHIEVOWJcrCxY6DgW0gYD0XfiWv8fEWo056VwsMQEAmmeggYgI9RJzwnhRthzF1QeVCETOV+IIyJuc+1PKvSiG707eJ17gfC6Ehf2LIWrkaQ6/okTBRhWzFZIqTLi0nXnVU4PSlNqnRpviglio2HyplzQTzXjB8MYFesleZyd05LYWteJXfPGEZdo4m/bTzE3TNSmJwaTVxYgD2MSPEyuHbAnpQcybqD5TwwJ43Ve0vspWlzS85gs6lQIbwXKmhlNIlStoUMiw3BT6NChYqDxWfs3pRVO4pYn1POsNgQjlXUsflwJZdmDXQyHhQj6FCJjnUHyrhnVqp9PbPzq/nuyCn7699+sp/vj5zCZLYyJinCac0yE8KYkhZNbIiWu2cMY1xShFOZXMe199TjoIxXOnl7MynbG/h4WwCJRCKRnN989NFHbNu2jXvuuYfg4GC+/vprb4vUf0m+FCb/UpQ81RW3KM/53zqP09fCvrdhw2/Ezn9lc6nWASkw4idQmQsf3Qj560UzuoPvCiV/3TLxfe0j4mvvv0VC89EvRf8HVDD4Yhh3j0jkrjspjI3IdJj5e4gZBfETRUO7iv3CUDHWQlAsmA1EnfwCsMGFD4m5fnxJeD8mPSTkS18owpWSpgvDZ+YfRFWnpOnCkJi0tMXj4O65XfMgSrKF8RQY2f51PYiiUDbozU7HFYWzq0qmolBn51c7HXtt4zF8NT6oVD6MSAijoKqB746cIiYsgHmj4p0Shl9rbmxXcKqeBoOZbUeq+M/WfHw1PgT5i3FT02O4YWQwY5Mi2JhbQWyoPymxwdTqjTQYzGzIqWDB6AR+MmEw45Mi8FOrqak3ovVTs2hSIjZwqnpUqdOjazAyODKQwso6po+Ipfh0I+9tL2LVjiKy86vZ0NxLQgWsO1hGWlyI3bhx9AyogG/2lVLbZKK2yWhfT0dDLTu/mryyWi5OiyY5JpgVaw6zcstx+/uhhES9uTUfra+amDBtm++Lq4fC9T315D06Hzh/zCaJRCKReBWz2YzNZsPX19d+7OOPP+bQoUNMmDCBOXPmMHz4cC9K2I/Q1xJetgH0qc476NpQkauw82XRoG3ar1uH/OiKRU7Cie9EX4jRtwslPOkSETqU/bwIWbIY4VQOjLpN7NwPmSLyFhqrRV6Eb4DIT0i9XMxrMYKPRuRDpMwV1Zt0JyF+PGReLzpZT7wfvnkQsAhFPjRBzHtiKyTPobEom+Axd8GgCULOsl0itKmuRMia+yHMf7HFCEi6pMUIOPSRSKoOG9RiNCRMFEYTCIPDNYTL1CiML1OjeN0HSdedDWfyNJfCnWfDUdlVduCBVuMUD8atU4aiN1kYGh1MkL+G8ckD8PfzYd3BMrIGhTvJu7uwhlc3HCU8yI+80lqSY4Lx0/iQV6Zj74nTlOma2HS4gmsnDGbjoUqWzR/BrsIae+dtEIbAnsIavtpXitpHhdkCvmofbp48FF+ND4smJRLkr2Hp3OH2nhVJUcEcOHGG3YU1+PuqWbHmMBcOi8JX7cM14wcTFeJPrd7MjmPV3DpVhEY6enEmJkfy0LwR9sTsbUdP8W3z84U2n186VxgmHXmJOuuhOF/DnaQxIZFIJJI+4aGHHmLKlCksWiSajr388su8/PLLpKWlsWrVKn7zm99w3XVerG/Yn8j7nCH7/wyD41onFjvmRLhLIt6xQngSkueIvgvpC8W4sEFCgR/xExgyDbY8AyOuhd2vCqW96pAorWqsEx2kU+bC98uFAaH2E8bLgGRhTEQMa1b6fxQ5Dd//VSQ5j7pdhEwVZ0NNnuhD0ZQpulwXbiaw7pgIVxo0QSRVj71bdOfWFYnE7bzVIkRq9F0iFCthokgGT5jYYgQ4hiopTfnAuRxsxjXi3KanxPMe+kiEdWVc02tJ1465BZ4olI4lW1/feIzFM4Y5JTB7gqMSHeSvsRslrgrv1rxKVqzJ49KsgXx35BR3zxjGr67KwmCycKy8mOnDY9E1GvlmXyk24JPcBu4fAjMzB7LmQCnp8aGcqtMzf1Q8vhof8spq+f7IKcYlRVBVZ+TZRWOICdNyorrR3qVbueftU5O5duIQe1WmmycPJchfQ9agcIL8NU4K+6sbjmE0WUClwoZQzmdmDuTTH0/SZLLgq/FhaEww+acaMJpFTw3XtXJck+z8ao6W13FplihdezinmCCthstGxbd6H9yte2ff075uQtegN7O31MDwzNbr0JdIY0IikUgkfcLBgwf59a9/bX/99ttv8/vf/56rrrqKNWvW8Oqrr0pjwgFbWycccyIUHBVsR2NDqWiU+7E4V5LdssN/67eiLKxSYrW2RCROVx6C8j1Qe1L0nbBYhVHiFwIjbxbGwKSlwhgA4dUo/gHUASJsymYSRkrmdZD3GUz/rTAeQgfTmPctwcMuE/KYGkVVpiHTIOdd4elQ+YjwqE1PwpUrhbyuvSByP3buMTHnr+J4XHOejdLF29F7oZSJ7UU665FQxi+eMYwlc9JbdX8GZ0V3S7NyvnRuupMy3Nb9Ha9VulsrnaYVxblBb8bfV42u0ciKNXkATB0eTWywmsTIQABSY9MZHhfKxztPYjJb2ZJXyY0XJnJxWjRhAb58+OMJynRN/PbqkU7N8rbkVWIDQgJ9+cVFI+zyKEbPP745TFpciL2K1MTkSG6fOpRtR6qYnBbFtHRR7nRwRCAzMmLxVQtPxr83HwfgWEU9W/IqWyV7O+Kug3Zn3jfl3K1ThnKyptGpo3dP5EV0t6Rsdn41n+Q2kJxS7dVO2jJnQiKRSCR9gk6nIzZW/MM7fvw4dXV1XHbZZQBceumllJSUeFO8/kX6Qk6O/GVLsnFHOOYCKMZG2KDW5xwV7C2/F0nZjTXw4Y3wxf+J3IrEqTBxCYz5Gag0EBwHYUmiX0R1Xsvcys5/zVEo3ABBUaJBntkEeZ9CU7UIXyrfKwyAPSsJ0h0WXoy1DwuvxuRfilwM/zDhWZjzNxh9J4y4RoRbOXokFBImQuoV4jwIz82om4Vn5dBHwgBxxL/Ze9PLCdedDXFRxk9Nj2FiciQq4G6HXANwjsFXdvxdezoouPZCUKo8vbrhKAaThaVz05ndvEOfnV/dKv5fBZitNjbmVJBTaeKfG46xYk0eNuBwWS1f7S1lw6EKZmUOJCzQj+MV9WQNCufClCgOnDjN1rxKp7yQcUkRzB8dz7ikiFbPMjE5krS4ELYePsVjq/ZQqdMTpNVQWWdgV2ENlXUGgrTC6Hh1wzG+P1rFxGFRxIRpueOSFK6fNIR7Z6VyqETH82sOt5mj4Jqn0mSytsp9aOt9U0LD7p4hemA45nj0VF5Ed+eamBzJ1RlBXg+rksaERCKRSPqEwMBAGhoaADhw4ACpqan4+/sDonmd2dx+cuN5hTaUM3EzPVOAldwAxcOgK4a1j4rvII5Nf1qMAaFYF24SHaPTForchGNfwcltoNaK7tQJE0AbDgERUF8iEqWtZpFDkfuxc/7BpKUix0LdXILT1AhDL4WiTaK/ROVBYcxgw6wJFA3qojLg4Dvi3PE1Irla7SdkS7scjn4lDB2lqpTjs+5YIRLGN/7GOZHaNR+iD5KtHXGXYN1WMrbreMfkaMfrHRXdsUkRXDY6nrHNyrkrSi+EXYU19qTlWZkDWXugjNc2HLOHHr264ahdAVcMjvzKeu6Zmcrlo+KZkRmLVgMxIf5248UGaNQq5l4QZ0+yvmFSIvmV9UxKiUSl8mnlSdtdWMPXe0vZXVjT6lmCtBqWzc9gREIoeaW1rNpRBMCiSYnccFEiC0Yn2J9h6dx0ls5taQ6XUyL6T8SEBbA1r5JZmQPJTAjj632lfLOvtN0k6QPlRv7yRS5b8iqd3ofMhDBWbjlOYWW9/f1yfE9unjzULpdSHrcnFPju5lgEaTWMjvf3euWoczLMyWKx8Ne//pVPPvkEg8HAlClTePrpp4mIcP8LeK7z5Zdf8r///Y/Dhw+j1+vJzc3t+KJznOXLl7Np0ybKysoIDAxk+vTpPPLII4SHh3tbNK/x97//ndWrV3PmzBn8/f2ZMGECv/zlL4mPb+1OP9+wWq3cdNNN7Nmzh82bNzNw4EBvi3RWMm7cOJ5//nkWLVrEqlWrmDp1qv1cQUEB0dHRXpSun6ErJiH3eRj2xxYPQ1soHoLpT4ufCzeLBG0QXgRtqMgXWLesJW8AREhRwgRR4anoO+EFCY4ViddrfgEGnUi69g8TXoaUuSKcKecDEcI0dEaL5+Tol6LJncoXRt0CuhMiXCkwRvSfmP40JE3nhCqFlNC4ln4SMVkiX0ORWUkqV0KXTE0iJ2LG78Trw59C5X6Rl5EwoSWnQkm6dsyHcPTCOI5xpRfLxXoa+tSWUuka/+/aOM3dHAaHcKk7p6UwLDbEbhCsWHMYg8nC6MQIhkYFcbislmnpMWzNq2Rm5kB25FezaNIQyiqquWbCYCY3e00Ae1+KVTuK2JBTzrCBIXx/pIqFYxOYnTWQ2kYjX+8rZVpzKVq9yYLBbEXXaLQbBo7EhGl5dtEY3t5WwOCIQBr0ZmLCtNw5LYWVW46zIaecpXOHMy4pglU7ihgeF8rqvSWszym3hy4pidurdhTx5Z4SfFQq/H3Vbte6QW+m6IwZq9XCugNljEuKsK+jKF0rSt0er6i3vxeOxs+SOelszK2w97YAul0Gtrs5FpU6PZ/k1DN4mN7tZ6KvOCc9E6+99hobNmzggw8+YMuWLQA8+uijXpbKe4SGhnLTTTfxxBNPeFuUfoNarWb58uXs2LGDzz//nPLych5//HFvi+VVFi5cyGeffcbu3bvZsGEDcXFx/OIXv/C2WP2CN998E63We3+ozxUeeeQRtm7dyuWXX059fT133HGH/dzq1atlbwlHti0n9vj/RNO2jlCUZhAGQ0yWKL3q2LTOVbGOGydKr5qahAL+k7ch/QrhpfANEEnLPn6QPBtuWQcX/UJ0wc79EEx1sP8tWPOQyLnY8ntRlWnYZXD5SzDtV8L7EBgDjZXw3R+FERM2SHhbkqYLY2D2cki9THgyBqTA+PtaksqV0CXfACF/5UFY94ioGBUYI3pijLq5JafCnfdBMS7aGwO96sHwdOfZk7KxHc2lzDE1PcZJCb5sVDzzRsUzLT2G2VlxgIpDpTpW7y3h1Q1HAbhnZiqLJiVy94xh7DhezcFKE+ubG7oFaVuSpHNKdKzPKWdm5kDun5XGDRclkhQVxFd7S3ltowiL2pJXycbcCgwmCyqg8FQDL6zN4+1tBXavgOKxCfLXMCYpgre+K7CHXq3ccpx1B8uYmSn6TCiK/kvrj9hLyDp2q84p0bEhp5w5F8TZPRjuyM6vZn+5gfiIIHYcr7J7Q6DFI3L/rDTunjEMg8kCYH9+RV7HROz+UAZ21Y4iNuTrnZ7FG5yTnon333+f++67j8GDReOWZcuWMXv2bIqLixk0qIMdnnMQZfdvx44dXpak/+CoJEdERHDzzTfz8MMPe1Ei7+PYfdhms+Hj40NBQYEXJeofFBQU8M477/DCCy9w1VVXeVucs5rBgwfz9ddfc+bMmVZewJ/97GdOJWPPe2KyMGsC8fWka7OiNOtrhdLuWBrVddc+92ORrxA7Ck5+L66vOSq8AdByPcDhT0Qew6AJEJUuDIepv4IfXxTJ2TEjRd5D3qfCOJj2a3GffW8LA8JHIypKDRjakhQNzmVfS7JbqjFd/nJrL0zSdCHD6DuEl2Tvf0Tlp5Js5xKx7SVXdzSmF8vFdmfnuUFvZkteJSpE74eeuGdyTDBzL4gjPT6Ui1OFJ3B9Tjljmnfptb5qDpfriAzwYZabOZTQKaWz9JI56Xy9rxSNWsWMjIGMHDIAg8nCijV5TEyJwGy1Ej8ggCVz0tE1GlEBBpOFVzccZd2BMh6cN9zJ+NmaV8lXe0uYPiKW1NgQAHu/iVkZsazPrRDlZF1CwZY6JFm31ThuYnIkP8kMZtakC1i9t8Q+L2B/FoCCKmH8APZkcncepv5QBnbRpEQqysudnsUbnHPGRF1dHaWlpWRltfwBHjJkCMHBweTl5Z2XxoSkY7Zv3056erq3xfA6q1ev5re//S319fVoNBp++ctfelskr2K1WnniiSd49NFHCQkJ8bY45wzuwglDQ/u2G3G/Z8gU6iPHMWDIFM+vcQ3zce0GDUJhzrhOJFOPuEb0ichZJaodOZZNVZT4pOnCKNnye1HFKW0h6E+DjxZ81HDoQxHGlHFdS6gQiPyHrBuFx2HTkyJHImwQPqZIyHRR3pWQJtdeGTtWQERqS/Wp2c/CkMnOY12f2V3Ikrvyue2tmxdp0JvZ2lwFSQWsWJOHCqHUQuvO0o7XdVQVSElmVgETh0UR5K8hNTaEYbEhdoV4YnIkmQnhbMs7xfrcCjIGhTvNoeRlOIZaTUuPcaqo9M2+UlRAVa0Bg8lK6ekmbpmaTIPeTFigH7pGI1/uLcFms5FborPngDQYzOwrOo3RZAUbvLbxmD1kSQkx2phbQWpsCP7NIVc5JbpW4VNtVb1S8guSYoK5c1qKvbKUa46LkhNhc1hvd4ZDT5eB7W5lJ29ydknrAfX19QAEBwc7HQ8NDbWfk0gcWbNmDe+//z5vv/22t0XxOgsWLGDBggWcOnWKDz/8kLS0NG+L5FXeeustoqOjmTNnDsXFxd4WR3I+sfOfhFVshZ3/hPnPd20Oxx1319KxZkNz07qDItzJdVfesYQsCINj4BhhHGgCYMgEkbugCYCy3bD1D1Cxr6VL9RX/FHNu+I3oW3F8DVQfJjTlXtBe4qy8j7q5tRGwYwX88HcR+qQ8gxL+BK29LgruDKiziOz8ansFJSXx2LG5Wls74Y4750pZVsWjoSimrs3alATjJXPS7WOUxGh/0w6n3W5F0R0aFeRUMUq5RpnPMVE80NeHg8U6TFYrDXozDQYzewpraDSYUfvAwPBANh+uwFfjw8bcCqakRbP2YBk2ID0+lPT4UPYU1hAb6s/63ApmZcQyJS2afUWn+eF4FTMzB9qv+/ZgOUvnpjNvVHxztSsbh0p0jEuKsBscOSU6fE1Wp1CqyanR9iZ6MWFasvOr7TkRE5MjnYyk3i692tnSwtAS5hS7o8juWfEG55wxERQUBNDKcKitrW1lYEgkX3/9NU899RSvvPIKmZmZ3han3xAdHc3111/PpZdeysaNG8/LxPSioiJWrlzJRx995G1RJOcjMVlYNYH4eBLm1BaOO+6OvRlAGAc2q+iOrYQnOeIa+pO5qLnZ3MUQngQXN+cvHHwX0q6AWX+Cvf9uHnNhy30nLxNJ1RnXwf638Wk6I7wOJdki9EnpWO1qBCj5HsMugx3PQ9SI9o0GxRhxV0r2LEJR+G1gT2R2pC0l07EsrGKQKB4Ne1M7h2ZtlTo9ewpruHXKUDITwpzCgoL8NQwd4EuQf8u9FUVXaS6neCZcG+8p/TK+2lvK9OExaNQ+bD1cga7JRFSwP5/tKkaj9mH80AiOVdSRHh/KgtEJZA0KR9doROOjInNQOBenRrNqRxEf/XiSA8VnyCurZXdhDeWnm7ABl49JYNGkRPt1Sh+NBr0ZGzA7K44teZV2Q0WR+/IUDab8ajbklJMeF8raA2U0GUUzPHdJ133Zu6ErYVMyzKmXCA0NJT4+npycHEaMGAHAyZMnqa+vl2EsEic++ugjnn32WV555RWZ+OkGs9lMY2MjlZWV56UxsWvXLmpqarjiiisAkUcCIlH9wQcf5Kc//ak3xZOc62Qtoqj8DClZi3pmPlfjQAktUrpjt4c2VBgcgy6E3W+ISkw7nhcdsEHkM1QdEgaAa3O4sEHi2i2/hwNvM8TQCH7VkL9O9IrIWSVkSV/YuvLSnL/Au1eJxncAN37aMm/CRJEkruRi5H0uci+UuXqpOlNf0Nku2OAcfpSZEMb04TGgolUIkIKiqN9wUSI5zb0aZmUO5M5pKWzJq+S9/fXED6m0Gx+KsbJgdAKpsSHoTRZ7SNaKNXksnjnMKe9BBSRFB3H56HgKqxrYduQUV44ZxIXDosgtOcOklEjUahV5ZbUUVDXYm+ydrGlkQ045OSU6p1yJf2/N53BpLbMviGNEQpi9oR3A6CEDmD4ihv1FpzGYLLz1XQGLZwxjTFIEmQlh9jUZFhtCYUFBc7lZUQXq+6OnyK+sdypF6y26YrzEhGm5OjPYq5Wc4Bw0JgCuv/56Xn/9dSZNmsSAAQNYvnw5U6ZMOW/zJSwWC2azGZPJBIDBYADAz88Plaqt9jfnNm+99RYvvfQS//rXvxg5cqS3xfE6VquVd955h8suu4zIyEjKy8v53e9+R0JCAsnJyd4WzytcdtllXHzxxfbX5eXlLFq0iDfeeOO8XRNJH9KZPhNt4Ro65Bpa1B6uO//K9VEjQO0rPBFKKBSI745eAscQpPxvhcciLAmf8r2ASoxtrBbGRPPz2hPEHe8760/i/NRfOc/pGIblmrTdD0OdPI2Hb6+LtSeVnuylW3Mr0JsspMeFctX4wa3GK4r6okmJBPlrmJU5kA055WQNCrc3xXPUDhyNFX9ftT1B+VCJDqvN5uQBUbpg600WVu04wa1ThpI6MMR+r+z8agwmC8fK65idFefkGVHkykwIc0qK/u3VI1utw8bcCru3ZN2BchqNZq7VDHHa3Xe8Ruur5su8Roan6eyyKmvjONfG3IpOhRpJzlFjYvHixdTW1nLttddiNBqZPHkyy5d7UF7vHOWzzz5zKnuqKM/r168/bw2sP/zhD2g0Gm677Tan43v27PGSRN5n8+bNvPTSSzQ1NRESEsLEiRN588030WjOyT8THRIQEEBAQID9tdJQLTo62h5OKZH0GvkbyVh/Kwx4C5JndHEOD5Vqd0nL7ioc6WuFB+Lqt8S40IQWb0LsSFHiVV/b4iWY8TsIjBTnZ/wOGmuoCEhj4LRfia7UeZ+39I/Q14o5Xe8bM0J4JFyNDNdx6QudK1H1s1Cnrvab8OQ6R4MjO7+a9TnlDAzXcqSsjvxK97miiqKuXKuEDCn3LTkRzNikCL7ZV4oNGBEXyqSUSLKPVbHowkR7P4uteZVcPibByVOg7LB/sfskNfUGND44xfMPjQri+bWHufHCJCamRLL8q1wOleqYe0E8sSFaPttZzOCIQLui72pQVepEKdSLh0WSEhvMrIxYYkO0bD9+imvGDybQX8PKLccZHBHIW98V2NeuvW7Ryrr7+sCmQxWEatUdrnV/SJIurKzn1R06nhhcT1KM90L5VTbFdy+RSCQSiaRNDAYDBw8eJCsry965u9d4fhi208dRDUiBB4917lrH/AElJ8HRw6Eo/NASErT2YZHX4C5/Qrlm3WOia/Xsv8L4u53POyr7jdXi56wbRDjT7OXC0Fj7CPmp95M878GW6lAZ1zl7NTp6ps6GLjleB70S/rRr164OQ2W7qoQ6Xge4nUPZVXfsfzA0Kshe/lQJgXEng+O1jsbKrl27qNTE8bcvD6FRq7h8TAKf7SwWu/8Th9hDiHJKdK3kUe7zu08O0Gi0EOSnZv2vWgy7Ze/uZuvhU0wdHs2QyCDe215IWlwoZxqMDI4I5Mf8Gq4aN4jHFmbaZVyx5jAzm8OwVm45znvbi0iLC+FIWR03XCQMISVUy2S28tGPJ/nJhMGMSYpwkq+j9+qO17ZzqKSWEQmh/HvxRa3Ot7Ve3jIyHNdy+Y1je+0+Hf3tOyeb1kkkEolEclaz4HX0gYNgweudu04p47r2YWFIKCFKjuR/KzwHax9pUa4zrhPKff63LWFK+tqWa/I+h71vgqFWNKhzxdFT4BsAGq1ojOfqIVDREvakVH6a/Es4vg62rxA9KioPwdpHRaK2ghIG1VkjwLEhXS82p+sIT5rSdXRdW03ShkYFkRIbzNCoIPv4pJhglsxJdzIkVm45zj++OcSrG47y9b5SGvRmJ09Ig97MN/tK+XpfKU0mKyrAV6NizgVxLBidwIwRsYxODKfRYOb5NYfJKdG5fSZFzjGJYaiABWMTnM7fPytNKN2+GgJ8fRiXFMmMETHcMzOVyWnRBPprSI9veZ8nJkcyNT2Gr/aUsDWvkgWjE7g4LYoHLk3lhosSWTA6Ab3JwrT0GDbklJMcE8wNFyVy8+ShdoV/Y24FDXpzh+u9bP4IRiSEsmz+CLfn20qS9lYDu/tnpTEy1pf7Z3m38qL3fTQSiUQikUiciR9HacZSUuI7WRzCUVFvr0mbY28HxwTrhIktXoM5f2uptGRqEr0jVCphJLjimJPhGHKkKP/pC8X3ggJxD2Vubahomrf7NVBrwT9EyHH0SzF+zl/Ed089E67jXMOh+kH4k5K4rDdZ8PdVu63a5I62FNnVe0v4/kgVQyKD2iwPqoQ/pcWFsu5gGWsPlHGsoo47p6U4KdzPf3MYg9nC0DAffnP9CB69ItPu7fjuaCWNBgv5lQ1cPibBLodrcz1FzlCtmppGM3MuiHOSJSkmmNS4EN79vhCNjwoflYoj5bU8tiCTK8YMIiYsoFU/hxEJYaw7WI4N0VTueEU9tXqLvf/EaxuOMjVdGCRTXdZTUfQXTRrC+j3OIUGuHoWMQeFuPRKOsrgLN/NWA7voUC2TBmuJDpUJ2BKJRCKRSBzJ/5aE3OchOaVzScQJE1t2/NtSuh37NTgey7hGeAb2vikazjmWbJ3+NFz+kjAqfANachwUXEOnXGVuHjso9x8wdKjz/ZW+FwNSIDBCGCuRaS3lYZvXw6P8j7YSxxX6QUK2UrrVaLbiq/FB65C83B5tKbKOydRtMTE5kgebKxjtLqxhX9FpvtxTwrDYEHvFponJkcy+II7PdhWTe8rM6r0lduNkYnIks7PiWLu/lBkZsQyLbWni6a4U7YyMWJa9u5tDJbX8e2t+qxCcRZMSMZmtNBrMfHfkFHMuiGNiciRFVfW89V0+saH+RIVoeXtbAckxwVycGs2jV2QwMTmSU7V6uydGkW1m5kB7J2/FkFAMhcyEMJbMSWf17mL2V5h4af0RuzxtJby3FcLV2fdGobfCoLLzq/kkt4HklGqvJoxLY0IikUgkZy0Wi4W//vWvfPLJJxgMBqZMmcLTTz9NREREu9e98847PP300zz44IPcd999fSRtJ0i+lJKMB0np7C56e1WOPEXlAwkTnHf2lfwLgE1PCc+Da7fttY+In13POU7t7mDYINGYT/EqhCa0eCQU3CWEu6KvFbkZ059ue1xXcy96EKWXhOKZcO3z0BGuiqlj1aP2xinK5rxm42Hz4Uqn9yNIq+GemakkxwTzw8HjLJqU6DTHPTNTGZMUYe8poRhBrs3wFJTQG8cQHMcO3zdPHsquwhrGN4cxBWk1LP/qEIdKaln+1SHGJkXwYfYJAv00hAX62eVfucXZExOk1XDntBR7Cdivmztw28De+2JGRixDo4Kor9U5ydNWwntnqzp1ZCx0pSGdJ7SXVN6XyJwJiUQikZy1vPbaa2zYsIEPPviALVu2APDoo4+2e01JSQn//ve/+3eH966Whu1I6XaXD+FI+kK4/OWWsCTFoNixQuRhgPsqT6ZGUZlpxu9aqjq5mfvEyF+2zO1KezkN7eVMKM+U93mLodPWunkpb6JBb7bH7QdpNcwbFc9V4wdz2ah4ckp0rFhzmJVbjlOp09vHOV7jiKfx+Y7jXOeamh7DsisymNpchUk5D3BxajQaH1WrORSDZFxShFMXbKUZ3tT0GPu9QIQzLb9xrFOVIcWLsWJNHqt2FPH6xmP4+6rtCrhjzsKiSYlcO3EIi2cMs/e1ANF3Ii0uhFnNngRF7hkZsc1rmcfzaw5zqETH3TOG2RXtpJhg7pkU5iSPay6LYlwsmpTYqbCljt6T3gqDCtJqGB3v7/XKUtKYkEgkEslZy/vvv8/PfvYzBg8eTEhICMuWLWPr1q0UFxe3ec2vfvUrHnroof7djLH4R9K33ArFP3buuo4SlTtSpt1d75iHoYQwuZ7f9JQoAxsYKX52nF9R9g1tGDAKbZWjbc/4cXwm6Nh74YmHoxdoT9l0DNNZtaPIPs71GkVxVsJ22lNMG/RmDCaLXZlW5tqSV8k3+0r5Yk8xewprOFWr5+t9pby64Sgr1hwmO7+af285zrfH9fx7y/FWCdqrthey7N3drDlQSk6Jjga9ma/3lfLNvlK25lV2aOQoXoylc9NZMDrBXm62UqcHsOcsZDR32P7F/BFEh2l5feMx+7zrcys4UlbH+tyKVmukzK90wNY6GCoNejN7Sw0eJWIH+XecMO9ooHkrZ0IpDVvYRgngvkKWhpVIJBLJWUldXR3jx4/n008/ZcSIluor48aN4y9/+QuzZs1qdc17773Hpk2b+Oc//8ktt9zCRRdd5HGYk1IesS9I33IrQbpcGsIyyJv2Vo/N62OqJ7Qqm9oo0Tla+dnq23aNeh9TPWHlW0AFuthprcZ2NGd42QYScp/nTNxMwss2UJLxoPC6tCFbfXgmwWdyqI2aSGhVNgm5z7d5jev923sOb9JkspJ3ykR6tC8Bvq33cZXzscFqfjipZ/rQALS+Kqdr9pYa+CS3gaszgkiP9m13PmXs5emB+KlVJIZrKDpjxmix8XFOA3qzDbMVLoj1peC0GZvNxoVDtMxLC+TDg/X8cNLIhYP9uGVMqF2+b440srlAj8kKiWFqllwcRt4pE+/tr8cGjE/wIzHclwsG+rWSyd3z7y018N+9dRjMMCtFdHJ2d40iu3Lt6UYLmwqauHCwlpM6YRhcMNAPwH4Px58d76es3+h4/1b3UdbU3Rh3tDVfd8d2hld36NhfYWJkrC/3TOr97t1tlYaVORMSiUQiOSuprxe7ccHBzkpIaGio/ZwjpaWlvPLKK7z//vvdum+f9JmIfZP6D24n+Lo3GTeokxWdOuQS8S33Y9jxz+Yk70vavyS3uXdEamYbYy9x/tkxNyEzFZJTGJgwkeNb3yXl0nvce05yP4YfXobYUVCxT8g1+h5IThG5I+2GfHUgfy/iSZ8JgCkenN+YW0HuvjxmjU9kSkas0zXDM80kp4i4/C15lXx4KI+lQ5KY0pwDodCgN1OpqeRncRbyK+tZm1fJ0rkp3DVVhAUNHVqJrtFIyekmrhk/mENltfZKTEFaDVWak+wty2X66GGMGycax329r5SdZYeZNiKG4pomls5J41Sdkcg4Cz+LsrDjeDWHKuuYO3EYU9zkBGzMreDLH/JITkmxnx+eaSYyroz8ynpunjzUXsZW4dOdJ3nnQB5zLojjgdnpTh4GdWQ1epOFdftETsSY5EhWbjnOhmPlJKeIClWu6z080wxkc8PsiU4eh2/2lfJR81reMDvGvsYdhQ4NzzSTMETkfwzvoCKX43vXkyFJTwyu548fZvPEtRN7tWldRxsp0piQSCQSyVmJ0onc1XCora1tZWAA/PrXv+b//u//iI31XtUTj4lKpyL1doKj3Jf67BE6E/LjmIid+3HHCcyuVZWaE7LbzQNR+l3krILMRS336AcVmPoKT8NlVA5frmTnV/P6xmPMyIhlS14lszIHOiV5z3MxPlyV0NlZcVSXnWR2VktJV+U+xTVNnG408v2xar7eK7pjzx8dT/6pei7NinMrd4PejN5kYfGMYU5yAIQF+nHPzNRWFZgmJkeSV1pLg8HCN/tKCPQXSdaO/TYWzxjm1KhvfU45szIHtrl2beUX2By+2qrKVFhZz0vrj3DH1GQqag12o8DfV80La/MA0Pqq2zQWOqr21FX6S2lYmTMhkUgkkrOS0NBQ4uPjycnJsR87efIk9fX1pKe3VsK3bdvG3//+dyZNmsSkSZPYvXs3r732GjfddFNfiu0ZSmnYziQKe5Jf4DjGUVF3d527sSXZzjkXbd2zK7kJSr+LuX9vuxP3OYynFYGy86tbJVA7ohgkC0YnMCtzIIsmJZJTomuVz+AY899WsrfC1PQYLhgSzpGyOiKD/VkwOoGlc9O5Z+YwBkcEcu/MVLuy78qWvEpWrMnDBk5yuMsjcTyWHh9KkL+ajEHhfLmnhBfX5fHNvlJ7zsjU9Bh7XoNS+tZVBtdndJczMS09hkevyGCam7VUeGn9EbYePsXyrw61ytFYMkdUsmor2b03UUrD9nWzPFekMSGRSCSSs5brr7+e119/3W5ELF++nClTpjBoUOuyqJs3b+azzz6zf2VlZXHTTTexYsUKL0jeAc2lYTuljHtSqcjdGNdjioFwcBV8eV9L/4hmuZyMhLbu6Un1JXdGT1c7XXsBRWlsMll7ZL7OVARqr6O2cq6gqoGNuRXklOjITAhzqsDkej/HBO2VW47zUU59Kzkmp0ZzYWokNfVGCqoamDcqnrBAP976rsCpIpMrjl4Ux2dw7Nzt7hlnZ8Xx66suYHZWHCaLjbX7y1ixJs9t5+221sP1GV0V77YMOFeD4P5ZaUwdHs2y+SOcPEfKfaemxzh5SfqqG3Z/KQ0rw5wkEolEctayePFiamtrufbaazEajUyePJnly5cD8Pnnn/PUU0+xZ88eAAYOHOh0rZ+fH8HBwURFRfW53B3SldKwnngDXMe4682gGAipV7iVyynsqL17ttXToa0GdP2gB0RnUJTGy1M0HeZDeEJXKgK1581wnC87v5qNuRVkNVdJcj3fYDAzIyMWg8nChpxyxsb7O8mRnV/NW98VsHjGMPybw3kc52ivV8bU9Bj0Jgu5JTrGNpeVhZZ+EXFhAYxICLPnbSjnFUX+4tRo/H3VGEwWeyiRpzgaUUH+mlaKt+I1WTo33d68T3lex74QSplbgAw393EMY+rLyk6yNKxEIpFIJN1ErVbz2GOPsWPHDvbs2cOLL75ob1i3cOFCuyHhjv/+97/9s2EdgK5YhDnp2i5x2wp3u/quXgDXMUpZV99A8Tr3Y5EXMXs5TF7m3HPC03sqtOW1cDRAHOXzUg+IrqIojUr1oO7iqJB62l+ivV1wx916dwqu4/mcEh0bcyvw91WzdO5w5qUFOimoyvVT02PsxonSM0Pp79CeHCdrGvnox5Os2lFkP75oUiI3XJRIckywvfeEu2fLKdFxWXNfjnmj4jtUnBv0Zj7deZLnvjrE90dP2b0z7hRv19yTzpTfbYv2vEY9TWfK3fYm0piQSCQSiaS/sWMFMfnviGZx3aEjBT1hIoz4ifiujC3JFgZC2KCOjZP2jrvxgoSXbRA/K/M6ytdRnwlPckL6EEVpdFeatTu0ZSC4C1XyZBe8o1wMx3mmNXsGXJ/JUUF2J5+rh8JVuVUMh0WTEu0y5ZTouHNaCrOz4uy9Jxyv72jO9tbvxbVH+DD7BPmV9e2uj2vuiaMB01cGQXeQORMSiUQikUjcM/oOdDFTYPQd3Zuno9Cnkmw49JH43tZYT7wH7o678YIk5PwdNvwG9r0t5nO8Z1sN85R5zzLPRVdpy0BQvAc5JTr7MU92wUXXadFhW1HIXXMCOrOb7iqfo7HSlociJkzLkjnp9hAr187al42KZ15zN3DXjtuucyqyO3YLd5XvgTlpXDl2EMkxwZ0qxzoxOZK7ZwzD4NBx29169RcyE8IYHefnZGB6A2lMSCQSiUTS36g6REDdMag61L15Okpo7kiZh469B67ztEXypZyJvxQOvgtrHxHzOd7TnefB0XPipe7VfU1bir07Jb49pdrxOqXD9pa8SjbmVrDFg27V7qjU6Vm55bjIQWiWz9Ew8DRfoK1x7o67HtuSV8lfvsjl7W0Fbp8hSKvhqvGDmTgsiv9szXcyolxx52U5VlHHqxuOehxO5k1ySnTsLTM6GZjeoH/7byQSiUQiOR9pruaU0tuKsyd9HNwZHF2ZRxtKWepdDBw5p2VeR9wlZiuek9iRIq/jLEnO7g1cexUoCu6MjFg25lbYk4Vdw5qCtKJHQ9agcAwmS6seDZ1h1Y4i3tsu8h6WzBHll91VmYL2w6va6rvg7rjrMSXHITkmmDFJEa2eQblvZkIYMzMHsu5gGQB3TktpdT9XQ6WtfhV9mVTdGfpLNSfpmZBIJBKJRNI2PVWuVVdM3NE3IGk6jLq59XzuPA/KMTgvQpzawzXURlFwF01KbKUQu+6iu5YwdezR4O4+bSX1uuY+OM7dXllW1/m/2VfK1/tK7V6V9rwrrs89NimCy0bHM3rIALfr5Jj3sGhSIulxoXx7sJyteZWtnstV9rb6VfRlUnVnaDCYKThtosFwniRgNzU18frrr3PttdcyduxYsrKymDNnDn/605+oqanpKzEkEolEIun/HFxF4t5nRK+H/kRnErBd6Sip3J3RohxLX3hehDi1h6tyrii4MWHaVgpxW7voSmUnpRpTW/dpK6nXMfehUqfnhbV5VOr0budxlzCuzK9Ub3p7W0G7IUvunlvJHVm9t8TtNY7Pn1Oi42h5HZdmDcQGvZKs3F4+RW/nWry9rYD1x/W8va2gV+b3lD4xJmpqarj++uv561//yoEDB2hoaMBkMlFUVMSbb77JVVddxcmTJ/tCFIlEIpFI+j9lu1GbG6Bst/dkcGcgdCYB25VJS6lMvgkmLfX8fgpnUTO73qKrfSgcldkGvZmVW47z/JrD7TbH8yR0Rgl5ciz36oi7hPEGvRmDycLimcNYOjed5Jhge8iSa+Wmtsq0Ks3uZmXEul0P15K4iqdhWnpMh8/VljfFneGkHFt3sMxjQ6inSY4Jxl8jvnuTPjEmnnnmGY4cOQLAiBEjeO6553j99deZO3cuABUVFfzyl7/sC1EkEolEIun/xI3FogmCuLHek8GdgdCdBOywQaKrd1jr7uRt3u88wNPda09Dbdx1tlaU2ez8aja4yQlwvY8njdDchTw54s74yc6v5rWNxwgL9OOyUfFcnBrtFLK0u7CG55srTylJ4jklOidvyuq9otnd+twK+3q0tYaOa+bJc7VlsLkznJRj7ZWf7e1ci4tTo5mSqOXi1Ohemd9Tej34q7a2lrVr19pf/+xnPyM2ViTS/PSnP2XDhg2YTCZ27txJfn4+ycnJvS2SRCKRSCT9m6xFFJWfISVrkfdkcGcgdCcBuyv3O4dREoUNJguvbTxmT6DuLq4KrOPPE5MjWTp3eLvlUpWcieGZ5nYV7yB/DVmDwgnydz/GXTK1U9dtvZlVO4pYn1MOiEZ9d88YxqzMgWzIKSc1NsSpg7fSkVoxXhyNmK0OnaznOXSy7ixtJYa7u6fjMaXkrafz9RSO1ZzakqEv6HVjorCwEIvFYn/98MMPtzn22LFj0piQSCQSiUQbypm4md4N6+kJA6E/38/LKAry3V2srNQWrgqs48+eKLdKzkRySrVdkXdnfDgq+J4qzK5dvhUvyaJJiWQNCmdiciTT0mPsP7vLAwnSauyVpBRsDl+9gZIr0tGxvkZWc3JDQ0ODt0WQSCQSiUQi6XVcu073dKWgrib/Oiqo7cX8dxTCU1hZz7J3d1NYWd/mfZY25zMoSeSAW+PFMVzJ3XNNS4/h0SsymNbcybov6A+N7PYUVrNqfz17Cs/xDthJSUmo1Wr762+++Ya8vLxWX7t27eLqq6/ubXEkEolEIpFIvE5vlxvtavKvY25BR5Wh2pP/pfVH2Hr4FC+tP9LmfVyv90Tm9krf9mXp1v7QyO6Pq3OpNdr44+pcr8kAfWBMhIaGMnv2bPvrxYsX895777F9+3bWrFnDypUrufPOO7nmmvPHtSmRSCQSiUTSHt3d+e6J5N/uKOn3z0pj6vBo7p+V5vE1bcnsuBaejGnvWE/RHxrZPbEgg1A/FU8syPCaDNBHYU5PPfUUaWniw3TixAmeeuopbr/9dpYuXcqzzz7Ltm3bMJu923BDIpFIJBJJF/Ckx4Sk07jufHdWMe7t3fqO5EmKCWb5jWNJ6kTZUk8a4HWmSV5veg/6QyO7KcNj+dO8SKYM770kb0/oE2MiIiKCDz74gMcee4zRo0cTEhKCr68vMTExjB49mnvvvZcVK9poYiORSCQSiaT/cp6WdO1tXHe++0NYjSOO8nRkWPSFl8XdmP7gPTgf6DNzSqvVcuedd3LnnXf21S0lEolEIpH0NudZSde+wrXyUncUY6UMbXslYTuLozwdVXbytPJTW3J6UoXKdUxPPrOnc3kyrjfeC2/Tr6o5SSQSiUQiOcuQ3am7RU83rXNHb3g1XDtNt2foeGoItSdnZ70bPfnMns7V1QTysx1pTEgkEolEIpF0QG8l8/a0culOzp4K9/Gk07Q7PDWE2pPT03VSZMxMCOuxECdP16+r4VhdRWkw6M3ytCCNCYlEIpFIJJIO6a0d5Z6O6+/N0qmdWYOuGF/tydlZ70ZOia7PE6Q9WeeeTNxWGgx628txbgRrucFoNFJWVkZgYKBTnwuJRCI5l7FYLDQ2NhIXF4efn5+3xZFIzhl6K5nXk3yAztCbSceezK3kBORX1PLm1gIWzxjGLVOTu31vT9cpMyGMGRmxZCaEdfueCl3p9t0X9JcO2OesMVFWVkZVVZW3xZBIJBKvkZiY6G0RJJKuo68VFaKSL+0X+Rg9rfT3Ft6WU1G8bdgwWWysyynvEWPCU3JKdGzMrSBrUDgxYdoembO/VoVybDDoTc5ZYyIwMBCAqKgoQkJCvCxN/6GgoIChQ4d6W4x+hVwTZ+R6tOZsWpO6ujqqqqrsfwMlkrMWpeTs7OUiwfscpi8r/HR0r8LKel7doeOJwfWtekQ47tArVZxc51EU71Ctmhe/Pcqy+SN69Xlc6Q3F39sGWlsoORPDM81eNSjOWWNCCW0KCQkhIiLCy9L0HwoKCuR6uCDXxBm5Hq0529akqqpKhndK+obe9B6cRyVnOxtG050SpB3d66X1R9hfYeKl9UdYfuNYp3OelIN1VLz/vTjKo+fvzHN1RGcU/7O9TKuSM5GcUu1VY0cmYEskEolEIukavdmw7jwqOevJbnpu8RnueG07ucVnPCqhujWv0u2Yju51/6w0Rsb6cv+stG7L3Fn6umxqd7uMe5uhUUHEh6gZGhXkVTmkMSGRSCQSiaRrnEfeg97Ekwo/y786xKGSWpZ/dYiJyZEsnjEMvcnSSvFtyVnArbLf0b2SYoK5Z1JYqxAnx7mz86t7tCqRQl/nJvT3LuMdsXpvCQcrTazeW+JVOaQxIZFIJBJJf0NfS3jZBhFG1J85j7wH3mbZ/BGMSAhl2fwRBGk1+PuqeX3jsTY9D9PSY1op+93dee+Msn827PK7GkT9NdG6LRZNSmRmspZFk7xbbEMaExKJRCKR9DfyPmfI/j9D3ufelkTST4gK0TI2KYKoEFGhqC3Ftz2PQXd33jvjjejKvXrTM6AklhdW1rc5pje8Lb1JTJiWqzODe6xqVVeRxoREIpFIJP0Qm7cFkPQr3t5WwLvfF/L2toIuz9GXO+9d6ffQm/I5JpafK8gO2BKJRCKRSNyTvpCTI38J6Qu9LYmkG/RkqE9yTDCBfhqSm3MZurKL35c770q/h5wSncfX9KZ8niaWn030lw7Y0piQSCQSiaS/oQ3lTNxMmYvQB/RmbL8nCr+n9784NZorxw/i4tRooGd28Xvz2Xvay9BdWdtLLD9b6S8dsKUxIZFIJBKJ5LylN+P0PVGoPb2/605/T+zin03Vi84mWfuK/tIBWxoTEolEIpFIzlt6M07fE4Xf0/v3hpy9+ew9rfyfbZWWzifOjnR1iUQikUgkkl6gMx2Tu0Nb3ZY9vX9vyNmbz96VBOz26Kv3SdJ5pGdCIpFIJBKJpJfp7k59T+Y39EUPiK4kYJ+tnA09NXoTaUxIJBKJRCKR9DLdDdPZklfJX77IZUteZbdl6Yv8g572TPRnzvd8DmlMSCQSiUQikfQy3U2YVjl8dZe+yD/w1DNxLuzqn+/5HNKYkEgkEolEIunnTE2PYdkVGUxNj+n2XH3Rb8JTBbuvdvUrdXo+yamnUqfv8bnPts7ZPY00JiQSiUQikUjaoT/snnuqsPYHWcFzeftqV3/VjiI25OtZtaOoV+9zPiKNCYlEIpFIJJJ2aGv3vEFvZm+poU8U90qdnhfW5nW4s95f4vc9NWr6ald/0aREZiZrWTQpsVfvcz4ijQmJRCKRSCSSdmhr93xLXiXv7a/vkaTojli1o4j3thd1uLPeX+L3+4tRoxATpuXqzGBiwrTeFuWc4/wM7pJIJBKJRCLxkLZ6HKhcvvcmyo56Rzvr/aUfw/lUzel8R3omJBKJRCKRSLrA1PQYbhgZ3CNJ0R0RE6ZlyZz0Lu2s91QeRWfmOZ/6TDjSlzkrfRlm1x7SmJBIJBKJRCLpAkFaDaPj/ft9FZ/OhBy1p6B2Zp7+Em7V1/RleFd2fjWf5DZ4PZRMGhMSiUQikUgk5zCdUezbU1A7M8/5Wi61L42ooVFBxIeoGRoV1Ov3ao8+fYctFgt//etf+eSTTzAYDEyZMoWnn36aiIiIVmN37NjBrbfeSmBgoP1Yeno67733XufuabV0W+72aDI1YQM0KjV+Gr92xumxYUOtUuPfzjhHDGYjFpsFFSoCfLXYbDaaTHpQgZ/aF42PePssVisGswEAf40/ap+2bcSsC7JoNDZhxYYKCPDV4qPysd/LBx9QgdVmtd/XYDZisprwwQe1jxqLTaxpoG+A23sYLSbMVnO7Y7qL0WLCZrPZ5fJVa/BV+3ZrTr3Z4PTcbb23jcYmUIG/2g+T1YzNZmteExUBGq19/S1WKwaLAWwt74vFasFoMdnv4+Pj0/yzDz6osCDeb6vNio/KB4vNCjYbgX4B+Kg8t/2tNit6kwGVSkTy2rDZnwvAYDZgsprxwQeNWo3FasFis+KDDwmJg7DZbBjMRlCJ3yE/Hz8MVgMalRqLzYYPNH8WrPbPjUqlwoYNAH+1P01mPSrAR+VDgK8Ws8WMyWpu/kz7oNX4ifWwmgEbgZoAGk1NqFQqfH00mG0WsIGv2hdftfOfKqPFiNHSfJ2vWJsmkx6VSoXFakGlUuGj8kGr8fd4zSxWCwaLEWyg9fW3r3ejsYmU9GEYLSb8PPiMefK73pW/B73NlClTqK2tRa1WY7VaiYuLY/bs2dxzzz0EBwf3mzld6cz/lc2bN/PGG2+Ql5eH1WolNTWVX/ziF4wfP75HZJFI+iudyaOYmBzJ1RlBbpXh/pKP0Z/pyzX6eOdJDlSY+HjnSX4xf0Sf3NMdfWpMvPbaa2zYsIEPPviA8PBwnnjiCR599FH+9a9/uR2vVqvZs2dPt+6Zf/oEIeGhnVIqPMFitVJnrOfN3R9QUlfOxITRLBw+u5ViYLVaaTA18uaeDzihK2Fc/EiuHjGvQwXCYDbyUe5X7Ck7SGL4IO4Ycz3Vjad5e98n1BnrmTvsEi4cPBaAo1UFfJj7JTYb/CRzPulRyW6fVxgRVnaWHGDtsc0E+gZw2+hriQmO4pND31DZUMWdYxfx0cGvOVBxmEuSLmRW8mSKdCV8fXQjt4+5jm35O/nuRDZRgRHcNuY6IrRhaBwUPYPZyNpjm9lalE1MUBS3j7mOcG2o05juYjAbOV5TRIh/EO/u/4zqptPNsk7pkmIWFBSEwWzgvQOfc7AijyvSZzF6YAZv7vmQkrpyJg0aw4L0S/FRqTjVUMNbez/k+qwFxAZHoVKpOHzqGJ8eWotKBddmzCc1KhmAY9WFfJDzJTabjZ9kzictcigGs5F95bnsLN3P4vE38cXhb6lqqOH2sddTqCtjcOhAfHx8sNlU/Fiyj2+ObiLQN4CbRl5FXEiM3RjoaH1K6ypYd2wLN468ks8Pr2NPWQ5JA8TnyGK1UKQrYUP+Nu4aewOV9ToC/bT8b98nnNCVcPuY6wgyBtFgbKKm6TRDByRitpmpNzRQqCshLXIoOn0dA4OjqDM2svrwWq7NvJxvj3/HjuI9/OLiuwn2s/LffR9zvKaIkbEjuDZzPo3mJkp05Xxy6BsiAgZw9/gb2Vm6n2+ObuKRi++h3tbAf/Z8SHpUMhkxafxv36fUNJ1h+tCLmDn0IvybP9NNJj27Svfz9dFNaDX+3DX2BsK0IWwq+J4piRN578DnHK0uJDM2jRsvuNKj33292cC+slw+z1uHVuPPDRcsZHBYHPXGRv6z50Mq6k8xJXEic4dd0uZnzGqz0mBs4s0973NCV8LYuCyuyZjvNN6TMd6goqKCU6dO8cUXX5CamorRaOTQoUM8/fTT7Nixg3fffRe1Wu31Od3Rmf8rOp2OW265hUmTJhEYGMj777/P3XffzVdffUVcXFy3ZZFIzgXOltAtCSTHBOOvEd+9SYeflKNHj5Kamtrm+c2bN3PJJZd4dLP333+f++67j8GDBwOwbNkyZs+eTXFxMYMGDfJQ5M6xOu9boiOjSY4Y0qPzmq1mfrfpeU7qSgEoOlOMj0rFgvRLnXaxjVYTf9zyIsdriprHlWCxWrg2c75dOXJFbzaw6uBqvsxbDzQbATYbv1n/V5rMor70y9lvMTg0nhBtMH/Y8gJWmxWAP255gRXzn0YbHO00p8FsxFftS05lHi9n/8d+/ISuhK0nsvn00Bp+OfV+3t73CRvytwEwKm4EeouB3296nmszLye7eC//3fcRAAWnT3K8pogVlz/TsiYWM5sLf+C/+z4GoPBMMcdPF/H8/Ke7uMqtMVvNfH9yFxMTRvHQ109zRl9rlyfQN4CpiRNR+3ROQYmMjeKN3avYVLAdjY+G0XGZPL3x75TUlgPivQ3Q+HNpylR+vX45kQHhDAqLw2QxUt14hme/ewWbTezI/2HLi7yy4I+YrWZ+v3mF/X35riib2KBIyupP8VL2f/i/Cbfw5ZENfJz7NS9e/jtONVTj66OhyWygztBAnbGeF3e8aZcxb8NxXr3yzx49j8Vm4cn1f+W+SbfyYc5XfH10IwCnm87ws7E3UG9u4I9bXuSBSbdjsVnx1/jx1+9e5VhNIQMCwkgekMiphmr8Nf6c1JUxJCyBrUU/MjgsjrLaCmr1tUweMgGL1cofNq1gftpM1udvY9XB1YwamEGQXxB/3/4vDlQcBmDSoDE0mQ0YzSb+vPUlLDYrv53xEAWnT/DCD/9mYsJoAvy0PLPxH5TXn+KOsYt46KvfojPUNb+3JwjyDWDykPHYmt/rFT/82/68Vqw89/3r3DzqGl7O/i97yg4C4rPdaGzizrGLOjTCimvL+Nv3r9lfF54+ySsL/siT6/9GVWONOHamGH+1H7OSJ7s1jo0WE3/a8iLHagqbPzclmK0Wrsu6wm7QGC1iDY5WF7Q5xhscOHCAwMBAUlJSAPDz82PUqFE8++yzXHHFFezcuZNJkyZ5fU53dOb/ysKFC51e33TTTaxYsYKDBw9KYzLAh28AADrESURBVEIikZx1zM6Ko7rsJLOzvPv3q8O4iUWLFjm9njhxotPrhx56yKMb1dXVUVpaSlZWlv3YkCFDCA4OJi8vz+01FouFSy65hMmTJ7N48WIOHz7sdlxtbS3FxcVOX6dOnbKf33biR0yWns10bzLr7YaEQnbJXswuYVUWq8VuSLSM24e1Wfl0i83GzuJ99pfJEYnknjpiNyQUTjVW88PJXXaFVVxq4/sTu1pNqUIokz+W7HM6PjRiCNnFewFIjUyyn1epVAwKjWNPWQ4mq5mUiCR2lux3uram6QyVDS0xlQaLke0ndzuNqW48TVVDTdvP2kkMZiMnzpRwQldqNyQUtp/cjb453KszhAaH2p87OiiSJpPebkgoVDRUUXSmmHpjA+MTRqHT16HVaPmxZJ/dkACx81xWV8mO4j1O78uwiCSqm87Y13CYw1qH+Afxw8k9JIUPIkCjxV/jy/aTzu+hwWLkYIX73xNXciuPYrAYGRaRxM7SlvcsacBgTjfp2FOWg8VqITVyKDmVefj6qO0KcPKARE7rdVQ2VLG3PIf0qJTmUDjYWbqf1MihFOvK0Gr8Oa3XUVZfSUpkov25hkel4K/xsxsSAJkxaZTVVbC77IAI2wIGBkfbPysXDh6L2WrhWE0hieGDKDpTbDckFJT31mA28ENxy2fMX+NPdGAkuZVHGBIWz96yHKfrdpbst4cDtoXRYmJb0Y9Ox2KCo6hsqLYbEgo/FO8WoVBusNqs9nVUcPf5UAwJhWyXMT1FdXV1q7+LtbW1bsceOHCAESNG4OMSIpmSkoKPjw9lZWWdvn9vzOlKV/6vOHL48GHOnDnT7oaZRNJf8LRpXX+hv3TiPpcpqqpn7dFGiqrqvSqHytbBf7ExY8Y4hRpNmDCBH3/8sc3zbVFWVsb06dP59ttv7TtIADNmzODnP/85V155pdP4U6dOUV1dzbBhw2hsbOT111/n/fff5/PPPyc21jkW7YUXXuDFF190OpaWlsZvf/vbDuWSSCSSc5F//OMfZGdnOx174IEHWLJkSauxd955J8OGDeOJJ55wOl5bW8uECRP417/+xdSpUzt1/96Y05XO/l9xpLq6mptuuonZs2fzyCOPeHQ/g8HAwYMHuyWzpP/QZLKSd8pEerQvAb79vx7NJzn1bMjXMzNZNF/r7+wtNfBJbgNXZwQxOt57ntdzmb9sPk2RzkJimJpHLxnQ6/fLysrC37/1e9lhmJOSwOnp67YIChKZ5vX1ztZTbW2t20S86OhooqNFqE5oaCgPP/wwa9asYcuWLVx33XVOY2+77Tauvvpqp2MNDQ3U19eTYzjODROvajc5uisYzAb2lx/m5ey3aDA1MiQsgd9Mf5AwbYjTOKPFyKFTx3h++0rqjQ0khAzkNzMeJCIgvN35qxtP88ym5ymrqyDEL4jnLnuSDfnf82HOl5isZkYNzOCRyYsBFW/u/cAemjQ96SLuHLvIbQx2k1GPTWXjhR/+za7SA6h91Nw/8TYyolP53abnGR6dwrzU6Sz/7lUqG6q4MetK5qRO4+Pcr8mryufhyYv567ZXOVpdgL/GnzvHXs9Fg8c5hWc0GBv5w+YXOFZTKOLZx93ApEFjejSEo8HYyEldKUVnSnh738cYLEbSo5J5fNoDXUr4LiwqxC8igD9sWsGpxhqWXngnvj4aXvnxvzSamuzvrb/ajw0F2/jf/k956fLf2cPU3tzzPpsKfwBg5tDJ3D5GfD7/s/cD1je/L/OHzeCGkVdispp4acdbgI3bx1zPX757hUkJo7lyxFx2lu5neGQKarUPWo2W57e/wa7SA2h8NFw5fA4Lh8/2KGdCbzbw+eF1VNSf4uqMeSzf+k/K6isJ8Qti+dxf46vW8EHOl5TXneLnF99FwemTNJn0vJz9FvXGBv4y5wmigyIxWIxsLcxmXuolVDZUE6YN5YvD3zIvbTpNJj3+aj8OnTrG9yd3cdfYRTz73StU1J/ipSv+wAldCf/4/l/oDHWkR6bw6+lL0ZsNvH/wC9bnf8fkIRO4e/yNvPDDv9lbnstrC//MkeoCXvjh3zx40Z2U1lbwzv5Pm9/bFJ6Y9oBD8riRFT+s5MeSfah91Dw+9X78NX4cqjxGWtRQ/rH9Dc7oa4kOjOBXlyxlYHB0q91xVwxmIy/ueJMdxXtQq3y4PP1Srhkxj52l+/nXrnfRmw2kRCTy60uWEuQX6HYOo9nI4arj/GP7G9QbG4gPieU30x8kMnCA05i86nz+8f2/qGtjTHepqamhoKCAJ598koAA59+H0NBQt9ccPHjQreK9fft2/P39GTt2bKfl6I05Xens/xWFiooK7rzzTiZPnszDDz/c6fu29Q+1p9m1axfjxo3r9fv0Jf3pmTbmVvDlD3kkp6QwpRsJs331TIOH6YndUcSiSYm93sW5J55peKaZ5JRqJiZH9pv8i/70+esJnoo9w9Pv7+Sp68eTMSi81+7T4UaKrQPGjBnj9HrChAntnm+P6dOn2z744AP76xMnTtjS0tJsJ0+e9Oj6OXPm2N5//32PxlZXV9t27txpK6so81i+zqI3GWwGs9F2pqnWpjcZbBaLpYNxOpveZLCZLeYO5zZbzDaDyWA706SzGcxGm8FksDUam2x6k8FWZ6i3NRn19rGNxiZbo7HJ1mBstDUam9qe02y2j60z1NuaTHpbo7HJZraYbfrme+lNBpvBZLCdbr6v3qS3NRgb7WObjHqbTl9nM5gNtiaTvtU9LFaLrcmkjDG6HdNdrFarrcmkt9Xp6216k8Gm09fZmkx6m9Vq7dJ8O3futJnMJpvBbLQ/d6Oxye1722TUi/dAX29f7wZDo63B0Gh/DxTcvS/Keirr32TS28401dqMZqN9Hr1JbzOZTU7jGgyNbmVvC/FZ0dsaDE3291a8nwab3mSwy6Q3irkbmp/3dJPO1mgQ73OjsclWb2gQ4w2NNqPJaKs3NIjPgUlv/1lvMtjqDQ2tnsVgNthON56x6U0Gm8lssjUamuzXNBgbbfrmz3Rd8z3qDQ1izRt1zevQ8t46YrFa7Ncpa2MwG20Gs9FWq693+vwazaZOrZnyHMr71WTS2wxmo62m4YytyaS3Wazuf8cVDB78rnsypjsof/uqq6s9Gl9YWGhLS0uzHTt2zOl4fX29bf78+bY///nP9mObNm2y3XLLLbZFixbZ/vznP9ssFovtuuuus508edJWVlZmu+mmm2xlZWXdmtNms9muvvpq2z/+8Q/bDTfcYHvwwQdtq1evtt122222BQsW2Orq6pzm7Oz/lZMnT9pmzZrlJIOn6PV6286dO216fc//XXPHzp07++Q+fUl/eqb6JpNtQ065rb7J878T7uhPz9RT9MQzVZxpsq1Yc9hWcaZtvaSvOdfeq/omk+1fn2/r9me4Izr629ehqWgymfjnP//pZJ04vjabPY+Fu/7663n99deZNGkSAwYMYPny5UyZMsVt8vX27duJj49n8ODBNDU1sXLlSqqrq5kyZYrH9wN63CPhiLL731G5SE/HOaL2UaP2cV9u1h/nY57sVoOojnVo3z63O4JqH+cSle2tm5a2d+SUcpy9mUyqUqnE/M336IlKOEpCrf09av7u+p5pfT2/p7v3xV3SvbJWrqVtu1MBy/Xenq6Rn9qX3bt3t7lr7Iv7z7DymXR9Fr+Alvt29DzKHH4BLfdwJ7dSarYt+aFrv/fu5lSe50j+Sae4/Lbw8+B33ZMxfcmBAwcICgoiOVlUIWtsbOSHH37g73//OwMHDrTnxeXn5/Pqq6+ycuVKtFot9957LxUVFTz00EP8+c9/RqfT8Yc//IGBAwfyxRdfdHnOsrIySktLueaaa3jwwQeZOXMmV199NW+++SY///nPyc/PZ+TIkXb5O/N/5fjx49xxxx1cffXVHuf7Sc5dZJnT3mXVjiLe2y5yRpfMSffomga9mez8/uXN6M8oPUGSU6q9+lnu8J0aPXo027Zts78eOXKk0+tRo0Z5fLPFixdTW1vLtddei9FoZPLkySxfvhyAzz//nKeeesqef5GXl8cTTzzB6dOnCQgIICMjg5UrV8qKG93E1guJnpJzC/kZaY3B0PnE/rOFAwcO0NjYyNixY1Gr1Wi1WtLT07nrrrtYuHChPUTsq6++4vTp09x9990AnDlzBpvNxvDhw8nOzubJJ58kKSmp23MWFxdz8cUXM3jwYGw2G0FBQfaKgTqdrpWR0Jn/K//617+oqKjgrbfe4q233rLP8fTTT7eq9CQ595GKa++yaFKi03dPULpHL5mTLg09D8hMCGN0nB+ZCWFelaPD357//ve/PXYztVrNY489xmOPPdbq3MKFC53+mN9+++3cfvvtPXZviUQikbTm8ccf5/HHH+9wnMlkYsmSJcyfP9/+2mg08sADD/DEE0/wwQcfcMUVV3R7zs8++4wLLrgAgIKCArt3A+D06dOtmtF15v/Kn/70J/70pz91KJfk/EAqrr1LkL+GrEHhBPl7bqj1Zffoc4GcEh17y4zklOh6PY+mPfp/+QKJRCKReJ1FixbxzjvvcMstt3D77bezbt06HnroIe677z6uuuoqBg4cyIYNG7o956FDh+whZTk5OfafT5486VSxSSLpLp1RXPtDmdP+IENnUIy17Pzqjgc3o4SeSU+RZ5w1ngmJRCKRSOLj43n77bedjikeBYBnn322x+dcsGCB/efBgwfzwgsvdPoeEklbdCZnoj94MfqDDJ1Behl6H+mZkEgkEolEIjkL6CnFuDveBamcS1wZGhVEfIiaoVFBXpVDGhMSiUQikUgk7dBT4TddCf3paRn6iu48q8QzVu8t4WClidV7S7wqhzQmJBKJRCKRSPqA88m7kJkQxoyM2B6P5z/bckd6k0WTEpmZrO1UxazeQBoTEolEIpFIJH1Ad7wLlTo9L6zNo1Kn7wXJep6cEh0bcyvIKdH16LzS49FCTJiWqzODvZovAdKYkEgkEolEIun3KE3gVu0o8rYoHtFbXpjzybtztnB2BN5JJBKJRCKRtMH50ICuK03gvElvdRiXncv7H9IzIZFIJBKJ5KzmfAh9iQnTsmROutdDWiQSV6QxIZFIJBKJ5KxGhr5IJN5DGhMSiUQikUjOas62sqldQVYxkvRXzt3fumZ89r0J1HpbjH5DXFkp1MZ7W4x+hVwTZ+R6tOZsWhMfQiH0Em+LIZFIepi+6oDdoDezt9TA8ExzvzTOzof8GE/pL++V9ExIJBKJRCKR9HP6KpQrO7+aT3Ib+m3+yfmQH+Mp/eW9Or9NOolEIpFIJJKzgL6qYjQxOZKrM4L6bf6JzI9pITMhjNFxfj3eGLCznPPGhHXU7RAR4W0x+g1lu3YRP26ct8XoV8g1cUauR2vOpjWx1tRAQYG3xZBIJGcpQVoNo+P9ux0201vhSLI0bAs5JTr2lhnJKdF5tcqXDHOSSCQSiUQikfQovRWOJBPRW+gvXiRpTEgkEolEIpFIepTeCkeSORMt9JQXqbtIY6ILWAwGLHq9t8VoE4vegMVg6HCc1WTC3NSEzWbrA6m6hsVg7LW1Vp4/Ojq65+Y0mzE3NWG1WDy/xmLB3NjYqWvawtLUhNVoal++xkYsej02m03IanIePyQ+Hou+48+PRa/HYjS2f96Dz2F7WM1m+++bxWjEajZjqq/HYjJhMRqxNHX9s2FpampX/rMVq7lru3VTpkxh5MiRjBkzhlGjRjFv3jz+9re/UV9f322ZnnvuOdLT0/nmm2+6PZdEcr5ytu3INxjMHCw+Q4OhZ+WVORP9j3M+Z6InsRqNmOrqKPn4M2wWMwlXXYnvgAGo/f28LRoAFqMR0+kzlHz6GSqVioSrr0ITForaz1k+m82GVW+g7MsvaSwuJWbmdELSUlFr+09XTavJhLmhgZJPPsPS1ET8wgX4R0eh9vfvkfktej3lX6+hobCIiMkXYYmJ6fbzWwwGKtdvpO5wHgMmjidiwvgO5bUYDFRt245u7z7CRmYRNXVKl57RotfTkF9Axbr1+MfGEL/wCtRaLSqflv0Cc1MTZl0t5WvWMnDeXJpKyzi1eTOBgwYRd8V8VD4+mHS11K3+klqbrfnzHd7q82PR62kqK6f8y6/QhISQcM1VqAMD8VGr7c9krDlN6aefo/LVMOiaq9CEhODj69u5ZzIYaCwuRq3VosvJJXrKZGrzjmCoqiZi4njKVn+J8fQZ4i6bS8CgBI/fP4teT+PJYsq/XoNfxAASrr4SdUCA01qdjdhsNix6PTXZP0LcwE5dW1FRwalTp/jiiy9ITU3FaDRy6NAhnn76aXbs2MG7776Luvn97Sz5+fmsXLmS8PBwcnJymDdvXpfmkUjOd/qqNGxPsWpHEe9tLwJgyZz0HptX5kz0P6Qx0QmsJjN7ljyEpaEBgMoNmxj36kv9xpiwNjWxZ+lDWJt38is3bmb866+AizJoNRrJeepp6vKOAHBq4yaGP/4oAyaMtyuE3sZmsbB36UOYdKJHSOX6jYx9eQXq2O7/AbHo9Rz+83LO7NkLwKlNmxm25D6iL5nWaYXXPmdTE8f/+TqnNm0Wc27ewpCbbyR+4YI2jQNLUxMn3nuf0k8/t1/TUFBI4s03oQ4I8PjeNquV2kOHyf3t7+zHan7YwQXP/sn+2bQYDFj1Bvb+4hHiF1xBbW4uR//xgn18U0kJSXfewZ6lD2FpbATE53v8ay+3MiaaysrZ94tlYLUCULV1G2NfXgHNnx1zfQN7lz6EtXnX/9TGzYx7/ZVOra25sYnijz4mbt4c9ix9iHH/fJkzu/dy7OVXGP/aK+x7+DH05eXNcm5k5F/+SEhqqkdzNxSd4MBjT0CzR67qu+8Zs+I5VH794/e4q1hNJg4+8Rsa/fzwv/4nnbr2wIEDBAYGkpKSAoCfnx+jRo3i2Wef5YorrmDnzp1MmjSpS3I988wzTJkyhbi4OHJzc7s0h0QiOft25BdNSnT6Ljl3Obu34vqY6u+32w0JAKvBQMW3G7A1K1XepnLDJrshAWBpbOTUlu+cxgQEBGCurbMbEgplX33jdK23Ob17j92QALCZzZSvWdcqJKcrWE1muyGhUP71mnbDgzpC5evLqS1bnY5VrP223Wt8/PyoWOc8pmLtt/h00jNhaWqi/KuvnY41FBRirK6yv7ZZrFRt+x5LQyPhY0ZTsW6903jfsDCqtm61GxIAVr2eyg2bnO+l11P+1Td2QwLAcOoUdUePiftYrVSs+9ZuSACY6+up/iG7U8/ko9Gg8vGh6rvv8RswABs2yteuI3T4cOqPHbcbEkJQK2VffoO5qanDec2NjZR/+bXdkADQl5XReOJkp+TrjxirqmnIb6niVF1dTXFxsdNXba37Bp4HDhxgxIgR+Lh4Z1JSUvDx8aGsrKxLMn3xxRfs2rWLxx9/nLS0NHJycro0j0QiOfu6fMeEaVkyJ92rVYbOdZSmdd4OfTs7PpHdoKCggIIeKJMYGRlJcFhoq+O+4eEUl5RQWVnZ7Xt0h5iYGPzCw1sd14SHUVRURFWVUCz9/f1R+fuDj4+TQugbGkp9QwPHDx/uK5HbZMCAAQwICWl13Dc8nPKKCsoqKro8t0ajITMtHZWvLzYHw8Q3LIympiaOHD7U6TlVKhWjsrLQBAVirmuJL/cNDcVkMLD34EG3143MyMA3JBRLQ4sCrwkNxWIysa+Na9wxNGEQmhCXz6ZKhUobQG5uLmazmYz0dHxDxRhLU5P9ZwWL3oDfgAGt5taEh3Py5En753tQXBy+bn4PfIICOXLkCIGBgfi6+xyGhVJYWEh1dccJc8p62sxmNKEhWJqaUPn44BsairG6Bk2om89GWCinz5zhRAc730Pi49G4kV8VGMjhw4dpcNgscGXXrl0dyu4ttFotKfHxoFLZjz3zzDNkZzsbcQ888ABLlixpdf2BAwfIyspqdby+vh6r1UpkZOd3Quvr6/nzn//M7bffTmJiItXV1Zw+fZqysjLi4uI6PZ9Ecr4jOz9LXFGa1iWnVHs19Ouc/zQOHTqUiB7qM2GJjyc0I4PaZoUlKHko0dNEjPvgwYN75B7dwRITQ/kXX1J/7DgAIcPTiRw/jmg/PxIThZtx165dqJvj2Is//BgATUgwiTffhDYmhnExMV6T3xGr0Uj4mNF2D0LA4EEMnHMpaq2W+EGDujW3pamJITctoug/bwOgDgwk8bZbCIyMYFxU19zHFr2BpDtv59gLL4PVio+fH0l33oZfUBDj2uhPYDWZGPqzOzn8579gM5tRqdUk330nPipVm9e0RdBNN3B65y5MOh0AcZdfhm9gABkZGfZnHjB+LCEjhnNq4yYGXX8tugMHMTcn1/pFRxI+dgwhw9OpO5wHQPCwFKIuvrDV59t81UJObd6KodnAiLz4IgLj4khr9qhYoqOp+GYNDQWFAIRmZTLggiwi/fxISkrycD31BCYmMmDsGMq/WYuhqoohNy5i/y9/hToggOhLpnFq8xYhe1QUg35yNb6hoUR7oKSGX/cTqr/fjrFKGDbRM6ejjRjA8Pi2r921a1en35O+xtLURPyCyyk7chSAJ598kgCXcLnQ0NaGFMDBgwe58sorWx3fvn07/v7+jB07ttPyPP/886hUKu69914A0tLSUKlU5OTkSGNCIukCZ1vOhKT36S+lYVW2/lzKpxvU1NRQUFDQo8YEiOpCTSUl2CxmghITUfn6onLYDfQ2VqORhqITqHx8CBw8CB+XOHBFKbLo9Zhq69BXVBCSlorKx6fL+QK9hcVgQF9WjtWgJ2joUFTNoS89Mrdej7mhgaaSUoKGDcNHre527otSvaixsIjg1GGo1OqOE7D1emxmM/XH8wlKTsbHV9OlRHCryYTNaqX+6DH8oiLxCw9vNY/FaASbjcYTJ/ENC8M3NJS6o0fRDozFNyQEtVaL1WikrrAIH5WKoMQhrT4/IKpPYbFQf/w4muAQ/GOinZ7TZrNhM5loKCxC5ashMCHB7TwdYWnSY7WY8dFoaCorQxsdjcrXl/qCQoKGDMFYU4OptpaQYSmgVnuc76PIX3f0GH7h4fhFRqLWtv8+nQ3GBIjP06nSUkpOn/b4b19RURFz5szhq6++sudMADQ0NHD99dczbdo0HnvsMQA2b97MG2+8gdFoZMyYMSxbtowbbriB5557Do1Gw8MPP8zf/vY3zpw5wzXXXIOvry/BwcH2Oaurq/m///s/HnzwQbfzPfbYY1xzzTVccskl/PDDD8TGxnLppZfy4YcfUlNTwzvvvOM0X19jMBg4ePAgWVlZ+PdQMYj2OFs+d51BPlPX6UvPxLn4PsG5+Vx98Uwd/e075z0TPY3a34/g5KHeFqNNfPz8CEkd1uE4tVaLWqtFG9NzZVF7GrW/P0FJvZO4pTy/f2QkBw4c4IILLuixOf1GjezUNQDhnbjGHYohGJaV2fa9mhV6x89H+AXOoS0+fn5UqiC1nc+Qj1oNajWhI0a4Pa9SqVD5+RGS5llCdJvyBmhRzIPgoS2/c2HDRVUQTWACkNDpeRX5wzIzuiVff0St1Ypwx9OnPb7mwIEDBAUFkZycDEBjYyM//PADf//73xk4cCAPPfQQIKoyvfrqq6xcuRKtVsu9995LRUUFDz30EH/+85/R6XT84Q9/IDY2lp///OdMnjyZP/7xj073euaZZ+xJ2O7mKysro7S0lGuuuYYHH3yQmTNncvXVV/Pmm2/y85//nPz8fEaO7N7vikSicLaFDckqRhJXlJyJ4Zlmr36G+/9vj0TSyxjPwV4D3aGtJF3JucmBAwdobGxk7NixqNVqtFot6enp3HXXXSxcuNCelP3VV19x+vRp7r77bgDOnDmDzWZj+PDhZGdn8+STT5KUlMSHH35IUVERq1evJioqyuleY8eO5Y033mhzvuLiYi6++GIGDx6MzWYjKCiISy65BACdTsegboY4SiSOyLAhydmOzJmQSCQSidd5/PHHefzxxzscZzKZWLJkCfPnz7e/NhqNPPDAAzzxxBN88MEHXHHFFVx77bVce+21bue44447uOOOO9qc77PPPrN7CQsKCuzeEoDTp0/3aMiqRHK2lVqVSFzpLzkT0piQSCQSSYcsWrSIRx991N7A7vrrr+fTTz/lvvvuY8KECWzfvp0NGzYwc+bMLs936NAhe1O7nJwce4WpkydP9osiF5JzCxk2JDnbCdJqGB3v7/UwPWlMSCQSiaRD4uPjefvtt52OKV4FgGeffbZH51uwYIH958GDB/PCCy8gkUgkkv6HbFonkUgkEolEIpGcZfSXpnXSmJBIJBKJRCKRSM4ylATs7PyOG8L2JtKYkEgkEolEIunnNOjNbMyt8PoutKT/0F8SsKUxIZFIJBKJRNLPUUrZensXWtJ/aDCYKThtosEgw5wkEolEIpFIJO0gS9lKXFm1o4gN+XpW7SjyqhyympNEIpFIJBJJP0eWspW4smhSIhXl5SyalOhVOaRnQiKRSCQSiUQiOcuICdNydWYwMWFar8ohjQmJRCKRSCQSiUTSJaQxIZFIJBKJRCKRSLqENCYkEolEIpFIJBJJl5DGhEQikUgkEolEIukS0piQSCQSiUQikUjOMhr0ZvaWGrzeyFAaExKJRCKRSCQSyVlGdn41n+Q2eL2RoTQmJBKJRCKRSCSSs4yJyZFcnRHk9UaG0piQSCQSiUQikUjOMoK0GkbH+xOk9W4P6j41JiwWC88++ywXXnghY8aMYcmSJdTU1Lgdu2PHDtLT0xkzZoz964YbbuhLcSUSiQSAwMBAb4vQZzz33HOkp6fzzTff9Mv5XOnM/xWALVu2cPnllzNy5EiuuOIKvvvuu16RSyKRSM4X+tSUee2119iwYQMffPAB4eHhPPHEEzz66KP861//cjterVazZ8+ebt3Td9dLoLF06VqLyUJTTROn808TMSwCbbgWta+6y7LYrDasFiunDp0CG0RnROOj9kHlo+rynJ0lrqwUauN7fF6L2cKZgjPoz+iJyYzBx88Htabra9VdbNiwmq3UHK3B1GgiJisGH40PPurW9rPrmths4tqqQ1XYbDaiR0Sj0qjw8fHBbGhOclJB9eFqrFYrMVkxAC33yozBx9f9vVyxmCyYGk1UHaoiJCGEoJggbFYbxgYjvgG+qH3VVOZWolKpiM6IBqChsgHdSR1RaVH4Bfuh9vN8na0WK1azFXOTGavZSvWxasIGhxEUE2T/bLf1GbGYLVhNVioPVuIf5s+A5AGt3mOLyYLVYkXlo6KxqhFdkY6IYRH4h/qj8Xf/58ZitmA1W2moaMBishA2OAyLyYLFYME/xB9dsY6GygaiR0TjG+hrl1P5/dSGa9EV6dDr9ERnRqP2U3v82bOaxXpU5lTiG+RLxLAI+7UWswVdoY6mmiaSM6KwnNR06/e/r/A1qyFifpeuzc/PZ+XKlYSHh5OTk8O8efO6JUtPz+eOzvxfOXnyJEuWLOGZZ57hsssu45tvvuGBBx7giy++YNCgQT0um0QikZwPdGhMmM1mbDYbvr6+9mMff/wxhw4dYsKECcyZM8fjm73//vvcd999DB48GIBly5Yxe/ZsiouL+90fcovJQtnuMo59cwyA42uPk3ZFGrGjYrusJFstVn585Uf0p/UAFG4sZMJ9EzqlDPZHLCYLB987yOn80wDkf5vP+HvGExAR4DWZbGYbe1fupa6sDoCC9QVMuH8CfkF+HV5rNVvZ+c+dNNU0iWs3FjDxvolY1VZMTSY0/hr2rNxDY1Ujaj81UelR7H97P3Wl4l756/OZeN9E/ILbv5fNZqP2ZC37/7cfm9VG8qxk1P5q6svrwQpRI6LE5+WM+Lz4h/pzuuA0J7aeAMRnMvP6TCLTIvHx8czJaDaYqdhfgV+QH4c+OQQ2cXzI1CEMmTIEjV/bfxKMdUZ2/nMnFqMwzsOHhnPBTRfYfx9sNhuGWgO+Ab6U/FhCwYYCu5zpV6YTkxnTShm3GC00VjVSmVNJ5cFKJt4/kYaqBsp2lTF05lCOrTlG2e4ysa7r8hl1yyjCEoWxUbC+gMGTB5P7QS41x2vsY8bdM47ASM88CaYmEz++/CPm5koYoYNCGXXbKLBB7oe5VB8RSW3Hvz3OuLvHERQd5NG8ZyvPPPMMU6ZMIS4ujtzc3H43nzs683/lk08+ITMzkyuvvBKAhQsX8t577/Hpp5/ywAMP9Ip8EolEcq7ToQby0EMP8fHHH9tfv/zyyzz55JPs2rWLRx55hA8++MCjG9XV1VFaWkpWVpb92JAhQwgODiYvL8/tNRaLhUsuuYTJkyezePFiDh8+7HZcbW0txcXFTl8VFRUeydUWKrWKos1FTseKNhehUnXdi3Aq95TdkADQ6/RUHOienP0BQ63BbkiAUBCLvivCbPReqbLa0lq7IQFCaSzeUYzVYu3w2qrDVXZDAsCgM3Dq0CksRgu6EzpqjtbQWNUIwICUAdSV1NkNCQBzk5niH4qxmtu/l8VooXBzITar0OijM6LR+Gs4+d1JokZEUbG/wm5IqP3VhCaEUry9uGUCGxRtKurwPgpWi5WS7BIi0yI5ue2k3ZAAKN5e3K4nxWK0cGLbCbshAQhPlMPn2WK0YNab0Wg1nNh2wun6E1ucXyuYjWYCogIoyS4hangUhjoDxduLicmKQaVSUb6nvOVxrTaKthRhMVpQqVQ0VDZgajDZDQkQhu2J70549NmzmC2c3H7SbkgA1BbXoj+tx9RoshsSAFaTlaKtRS2eqbOA6urqVn8Xa2tr2xz/xRdfsGvXLh5//HHS0tLIycnp1v17ej53dPb/yuHDh8nMzHQ6lpGR0eb/FolEIpF0jMpms9naGzBjxgzee+89YmNjAbj44ot59NFHueqqq1izZg2vvvqqk7HRFmVlZUyfPp1vv/3WvoOkzP/zn//cvlOkcOrUKaqrqxk2bBiNjY28/vrrvP/++3z++ed2WRReeOEFXnzxRadjUVFRrFixokO5JBKJ5FzkH//4B9nZ2U7HHnjgAZYsWdJqbH19PfPmzePqq6/m4YcfZvfu3dx4441s2rSJuLi4Tt+7p+dri87+X7ntttsYN24cS5cutR9bsWIFu3fv5s033+zwfgaDgYMHD/aY/BKJRHI2kZWVhb+/f6vjHYY56XQ6u/J+/Phx6urquOyyywC49NJLefLJJz0SIChIhAfU19c7Ha+trSU4OLjV+OjoaKKjRYx4aGgoDz/8MGvWrGHLli1cd911TmNvu+02rr76aqdjdXV1NDY2MnToUCIiIjyS0RFjg5EfX/yRb3/5rf3Y3H/MZdzd4/AN9G3nynbmrDfyUsZL1J4Uu4Mh8SHcf/h+/ENavzG9xa5duxg3blyPzmlqNPH2vLft4TcarYbFuxcTPSK6R+/TGcx6M69PeJ3Kg5WACBG6/9D9hMSHtBrruibGBiMvZ7yM7oQOgOCBwTyQ9wBqfzW6EzoCIwN5fcLrnM4/jX+oPw8WPMh/ZvyHiv3Cy+QX4sf9ufcTOii0XRktZgv5a/J5Z8E7YIPZy2eTMieFkuwSNAEaUuen8krWK3avx22bbiPvszx++PsP9jmueecaMn6S4XGoXH15PTnv5+Af6s9nd3xmP37hQxcy/enp+If4t/kZqT5SzT9H/xNzk9idH3zxYG759hZ8A8Tvg9VipSqviuCYYHa8sIMtz2yxX3v5K5cz8paRrcLMjA1Gqg5Xse8/+8j7LI//y/k/KvdXsu+tfcx4ZgZrH17L/rf3A6DyUfHTr3/K0FlDMTWaWPvIWqY/NZ2PbvrI7kVU+6tZvGsxMZkxHq2H7oSOlzNfxlhvBGDgmIHc9f1dWK1WVl21ivx1+WJePzU/2/EzBo4e6NG83qSmpoaCggKefPJJAgKcQw1DQ91/Jp9//nlUKhX33nsvAGlpaahUKnJycrqk/Pf0fG3R2f8rQUFB1NXVeTS2Pdr6h9rT9Mbfa28jn+ns4Fx8Jjg3n6svnqmjjZQOjYnAwEAaGhoICgriwIEDpKam2v+I2mw2zGbP3P6hoaHEx8eTk5PDiBEjAJEMV19fT3p6ukdztBViFBoa2uqfpPIPtav4Bfkx4YEJDJk2hONrjpN6eSrRGdFdNiQA1Fo19+fez7639mGz2Rh16yg0Xi7n1RP4Bvpy85qbyfssjzOFZxh16yi04VqvyqQofznv59BY1cjoO0Z7lC8BoPHXcF/Ofez/736sFqt4nwJE8m1QbBBWk5XFuxZz8L2DmA1mfPx9uGv7XeR8kEPjqUZG3z66w3wJALVGTeL0RB44/AAH3zvIwNEDCR8aTkhCCLoiHVazlfty72Pff/ahUquIHxdPwoQE0i5P48R3JxjxkxGEDw3vVM6NNlzLyFtGYqg1sHj3Yo58foQhU4Yw6KJBHX62QweF8mD+g+x9cy9hiWEMv2q43ZAA8FH7EJ4YjsVoYfKyySRNT6JocxGpl6cSNTzK7fr7BfkRnRnNjGdmMOyyYRRtKmLI1CFMfmwyep2ey1+5nBE/GUHFgQqybsgiJD4EH7UP/iH+zPv7PCpzKrnx8xs5+tVRThecZtStowgY4HmuTmBMIEvzl7L3zb0EDwwm49oM1P5qNCoNN3x2A0e/PEr10Wqybso66/IlIiMjPdpIOXz4MP/73//w9fVtlQOXk5PDpZdeCsDmzZt54403MBqNjBkzhsceewyr1coNN9zAc889h0aj4eGHH+bnP/95l+cDuOaaa7jkkkv44YcfiI2N5dJLL+XDDz+kpqaGd955x0nx7+z/leHDh7Njxw6nY4cOHeKiiy7qcJ0kEolE0ga2Dli6dKntD3/4g+3YsWO2G264wfbcc8/Zzx05csQ2d+7cjqaw8/LLL9vmzJljO3HihK2urs62ZMkS25133ul27Pfff28rLCy0WSwWW319vW3FihW2cePG2UpLSz26V3V1tW3nzp226upqj+VrC6vV2u05+gs7d+7s1fn741p1JFNX1sRisXTpXm3hep3VarUfczdnd9e5vbk7Wg9P7q3I3xk5Xcc7ytjePO09S2fu3d65w4cPd3nuvqYzf/usVqtt0aJFtp/97Ge2yspKp68HHnjAtnjxYpvNZrMdP37cduONN9qamppsNpvNds8999j/Fn///fe2+++/33bzzTfbCgoKujWf0Wi0TZo0yXbixAmbzWazzZgxw7Zp0yabzWazPfjgg7Z9+/a1eobO/F8pKiqyjRw50rZ69Wqb0Wi0rV692jZq1CjbyZMnPVpbvV5v27lzp02v13s0vrv09t9rbyCf6ezgXHwmm+3cfK6+eKaO/vZ1uC3+yCOPsHjxYt566y1SU1O544477OdWr17dKdfK4sWLqa2t5dprr8VoNDJ58mSWL18OwOeff85TTz1lLwWbl5fHE088wenTpwkICCAjI4OVK1f2qIvcU7qTdH2+0R/Xqjdkaqt6Ulfv5Xqd42t3c3b3mZTruzKPJ9f0xLyeytidZ2nr3q7nXMNozhU++ugjioqKWL16NVFRUU7nxo4dyxtvvAHAV199xenTp7n77rsBOHPmDLbmdLvhw4eTnZ3Nk08+yc6dO7s137Fjx7j44osZPHgwNpuNoKAgLrnkEkCE3Lqr+teZ/ytDhgz5//buP6aq+o/j+OtqOBdKbeb8UVZrelHTBFxdK7NfZonyI9s0b6LW1JlpLtvUmFj5T9F1OqPQoakhmkOd3tS58kdqGbqhri0UXZkM8ldBJOAGV+75/uFkEV+Tc5T7uVyej43tcnD3vt6Xs8/nvL3n80FZWVnKzMxUenq6evXqpc8++yzsdhMEgNbkpguwr6usrNTdd9/d6Njly5cVFRXV5L7ccHD9NienayYiVSTeL3ireE8a4/1oqjW9Jy0x9i1dulSxsbFKTLz29ysCgYCioqJUU1OjmTNnKiUlRVu3btWXX355S8+3efNmVVVV6fXXX9eZM2e0bNkyLVu2TJKUmpqqbdu23ZZ6nLp+3zBrJpyjptYhEmuSIrOuUK6ZuNHY1+y/gP3vRkK6dr9qODYSAIDbZ9y4cdqwYYPS0tI0efJk7d69W3V1dXrnnXc0Y8YMpaamqnv37tq3b5/j55OurV+4vs1rUVFRw+PS0tJGuzUBAMJH61/9CwBoUT179lReXl6T4zk5OQ2PMzMzb/n5MjIyGh4nJSU1PO7Vq5eysrKa/fwAgNBp9icTAAAAAPBPNBMAAAAAHKGZAAAAAOAIzQQAAAAAR2gmAAAAADhCMwEAAADAEZoJAAAAAI7QTAAAAABwhGYCAAAAgCM0EwAAAAAcoZkAAAAA4AjNBAAAAABHaCYAAAAAOEIzAQAAAMARmgkAAAAAjtBMAAAAAHCEZgIAAACAIzQTAAAAABy5w3SAllJfXy9JqqqqMpwk/FRUVJiOEHZ4Txrj/Wiqtbwn18e862Mgbh/LsiRJdXV1IXvN2trakL1WqFBT6xCJNUmRWVdL13R9zLs+Bv6by7rRT1q5kpIS/fnnn6ZjAIAR99xzjx544AHTMSJKVVWVTp8+bToGABjhdrvVuXPnJscjtpmoq6vT+fPndeedd6p9+/am4wBASNTX1+vKlSvq0aOHOnToYDpORAkGg6qpqVFUVJRcLpfpOAAQEpZlKRAIKDo6Wu3aNV0hEbHNBAAAAICWxQJsAAAAAI7QTAAAAABwhGYCAAAAgCM0EwAAAAAcoZkAAAAA4AjNBAAAAABHaCYAAAAAOEIzAQAAAMCRiGwm6uvrlZmZqSFDhig+Pl6zZs1SRUWF6VjG7Ny5U16vVwkJCerfv7/pOGHB5/Np1KhRSkhI0NChQ7VgwQJVVlaajmXU0qVL9dxzzykhIUGPP/643n77bZ07d850rLAQDAb16quvKjY2VhcuXDAdBxHA7jx18OBBjRo1So888ohGjx6tH374IYRpm89OXQcOHNDEiRPl8Xj06KOPyuv1qrCwMMSJb87pNcWGDRsUGxur7OzsEKS0x25N5eXlmjdvnjwejxISEpSSkqKLFy+GMPHN2a3piy++0PDhwxUfH68RI0Zo/fr1IUzbPHav30yNExHZTOTk5Gjfvn3atGmTDh48KEmaO3eu4VTmxMTEyOv1Kj093XSUsNG+fXv5fD4dOXJEX3/9tS5cuKD33nvPdCyjkpOT5ff7dezYMe3bt089evTQnDlzTMcKC2vXrlXHjh1Nx0AEsTNPlZaWatasWZo2bZoKCws1bdo0zZw5U2VlZaGM3Cx26vr777+Vlpam3bt3q6CgQKNHj9bUqVN1/vz5UEa+KSfXFL///rvWrFkjt9sdioi22amptrZWkydPVlRUlHbt2qXCwkItXrxY0dHRoYx8U3Zq2rt3r7KysrR48WIdP35cmZmZ8vl8OnToUCgj35Sd6zej44QVgZ555hkrPz+/4fuSkhLL7XZbpaWlBlOZd/jwYatfv36mY4Sl7777zkpISDAdI2zU1NRYH3/8sfXYY4+ZjmLcmTNnrOeff946ceKE5Xa7rfPnz5uOhAhgZ55atmyZNX78+EbHxo8fb2VlZbV4Trtudf71eDzWt99+21LxHHFS06RJk6ydO3daEyZMsD7//PNQxLTFTk1fffWVNWzYMKuuri6UEW2zU9Pq1autcePGNTo2duxYa9WqVS2e04nmXL+ZHCci7pOJqqoqnTt3TgMGDGg4dv/996tTp046deqUwWQIZwUFBYqNjTUdw7jt27dr8ODBio+PV25urmbOnGk6klHBYFDp6emaO3euOnfubDoOIoTdeaq4uFgPP/xwo2P9+/dXcXFxi2e141bn3+LiYlVWVqpPnz4tGdMWJzVt3LhRHTt2VGJiYqhi2mK3piNHjqh3795auHChPB6PXnrpJa1ZsyaUkW/Kbk2JiYmqrq7W0aNHFQwGVVhYqLNnz+qpp54KZezbyuQ4cUeLv0KIVVdXS5I6derU6HhMTEzDz4B/+uabb5Sfn6+8vDzTUYxLSkpSUlKS/vjjD23evDlsP6IPldzcXHXt2lUjRowIy1tK0DrZnadqamqaNLMxMTH65ZdfWi6kA7cy/5aXl2v27NmaMmWKHnzwwZaKaJvdms6dO6fly5crPz8/JPmcsFvTX3/9pYKCAqWnp+vDDz/UqVOnNGXKFHXp0kXJyckhyXwzdmvq0qWLXnzxRU2aNEnBYFCSlJ6e3qrnPJPjRMR9MnH9Hr5/nzyXL19ucpIBu3btUkZGhpYvX96ko2/LunbtqrFjx2r69OltdmF6SUmJVq9erYyMDNNREGHszlPR0dGqqqpq1r81yen8e/HiRU2cOFFPPvmk3n333RbNaJfdmhYsWKA333xT3bp1C0k+J5ycf926ddOkSZPUoUMHDRw4UMnJydq7d29I8jaH3Zqys7O1Y8cObdu2TUVFRfL7/Vq7dq02bdoUkrwtweQ4EXHNRExMjHr27KmioqKGY6WlpaquruY2FjSyZcsWvf/++1q+fLmGDBliOk7YuXr1qq5cuaJLly6ZjmLE0aNHVVFRodGjR8vj8WjMmDGSri1UD8ddP9B62J2n+vbtqxMnTjQ6dvLkSfXt27fFs9rhZP4tKyvTa6+9pmHDhmnhwoVyuVyhitssdms6dOiQli5dKo/HI4/Ho2PHjiknJ0derzeUsf+T3Zr69ev3f38v4fS7sltTUVGRhg8frt69e8vlcqlPnz4aPny49u/fH8LUt5fJcSLimglJGjt2rFauXNlwIvl8Pg0dOlT33Xef6WhG1NfXq7a2VoFAQNK1nRlqa2tlWZbhZObk5ubqk08+0apVqzR48GDTcYwLBoPKy8tTeXm5JOnChQtatGiR7r33Xj300EOG05kxcuRI7dmzR36/X36/Xzk5OZKubSeYmppqNhxaPTvzVGpqqn7++Wft2LFDgUBAO3bsUFFRUVieh3bq+vXXX+X1ejVq1CjNmzfPQNrmsVPTgQMHGsYMv9+vAQMGyOv16tNPPzWQ/Mbs1PTyyy+rsrJS69evV319vYqLi7V9+3aNGDHCQPIbs1NTQkKC9uzZo7Nnz0q6di7u2bMn7LbPt3P9ZnScaPEl3gZcvXq1YSeauLg466233rLKy8tNxzJmy5YtltvtbvLVlne3crvdVv/+/a24uLhGX21VfX29NWXKFGvIkCHWoEGDrKFDh1pz5syxSkpKTEcLG6WlpezmhNvmv+Ypv9/fZDw6cOCAlZiYaA0cONBKTEy0vv/+exOxb8pOXfPnz7fcbneTcdjv95uK/3/Z/V39U7ju5mS3psOHD1spKSnWoEGDrBdeeMHKy8szEfs/2akpEAhYPp/PevbZZ624uDjr6aeftj766KOw27Hqv67fwmmccFlWG/7vaQAAAACOReRtTgAAAABaHs0EAAAAAEdoJgAAAAA4QjMBAAAAwBGaCQAAAACO0EwAAAAAcIRmAgAAAIAjd5gOAAAA0BalpaXp+PHjioqKanR848aNio2NNZQKsIdmAgAAwJAZM2ZoxowZpmMAjnGbEwAAAABHaCYAAAAAOOKyLMsyHQIAAKCtSUtL008//aQOHTo0Ol5YWGgoEWAfayYAAAAMmT59erPWTASDQbVrxw0lCD+clQAAAGFozJgx8vl8mjx5si5duqTc3Fy98cYbSklJ0ZIlS3Ty5EllZGRIkj744APNnz9fkrRw4UIdP37cZHS0ITQTAAAAYSYQCKi0tFSpqalau3atunfvrldeeUWrV6/W1q1btX//fsXExKi6uloVFRWqrq5WVVWVKisrVVZWpvj4eNMloI3gNicAAABDsrOztXLlykbHlixZou7du+uJJ55Qnz59JEmXL1/W4sWL9dtvv0mSXC6X7rrrLlVXV2vdunWaMGGCVqxYofz8fHm93pDXgbaLZgIAAMCAdevW3fBnmzdvbvTpwooVKzRw4EAtWrRIu3bt0v79+xUdHa2KigqdPn1as2fPViAQUEFBgaZOnRqK+IAkmgkAAICwc/LkSY0cObLh+8GDB8vn8+nHH39Uu3btFBcXJ5fLpbKysoYF3OXl5Ro/frxcLpep2GiD2BoWAAAAgCMswAYAAADgCM0EAAAAAEdoJgAAAAA4QjMBAAAAwBGaCQAAAACO0EwAAAAAcIRmAgAAAIAjNBMAAAAAHKGZAAAAAODI/wBBvES5DG3QAAAAAABJRU5ErkJggg==\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "mpdata = mpdata_fret\n", "state_names = state_names_fret\n", "bursts = [i*10 for i in range(5)]\n", "fname = filename.split('.hdf5')[0]\n", "fplot_sel = 'DA'\n", "# End of function-like inputs\n", "#########################################################################\n", "\n", "assert len(bursts) == 5\n", "\n", "# build axes\n", "fig = plt.figure(figsize=(13,14))\n", "gs = gridspec.GridSpec(nrows=14,ncols=13,figure=fig)\n", "plt.subplots_adjust(hspace=0.0, wspace=1)\n", "axt = list()\n", "for i in range(5):\n", " ax = fig.add_subplot(gs[(3*i):(3*i+2),0:6], sharex=axt[0] if i != 0 else None)\n", " ax.text(-0.1,1.05,chr(ord('a')+i),fontsize=18,fontweight='bold',transform=ax.transAxes)\n", " axt.append(ax)\n", "axs = [fig.add_subplot(gs[0:6,7:13]),]\n", "axs.append(fig.add_subplot(gs[8:14,7:13], sharex=axs[0], sharey=axs[0]))\n", "\n", "# build arguments for burst and dwell plots\n", "burst_kwargs, order = burst_color_comb(state_names, clr)\n", "state_kwargs = [burst_kwargs[(2**i)-1] for i in range(len(state_names))]\n", "path_state_color = [sk['c'] for sk in state_kwargs]\n", "\n", "collections = bhm.burst_ES_scatter(mpdata, ax=axs[0], s=1, type_kwargs=burst_kwargs)\n", "bhm.scatter_ES(mpdata, ax=axs[0], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='bootstrap_std')\n", "# sort labels by number of states\n", "labels = [collections[i].get_label() for i in order]\n", "collections_order = [collections[i] for i in order]\n", "# isolate unique labels\n", "unique = [i for i, label in enumerate(labels) if label not in labels[:i]]\n", "# trim labels down\n", "labels = [labels[i] for i in unique]\n", "handles = [collections_order[i] for i in unique]\n", "\n", "legend = axs[0].legend(handles, labels, title=\"\",loc='lower left',bbox_to_anchor=(0.0,-0.3),fontsize=10,ncol=3)\n", "for leg in legend.legendHandles:\n", " leg.set_sizes([20.0])\n", "\n", "bhm.dwell_ES_scatter(mpdata, ax=axs[1], s=1, state_kwargs=state_kwargs)\n", "\n", "\n", "axs[0].text(-0.1,1.05,'f',fontsize=18,fontweight='bold',transform=axs[0].transAxes)\n", "axs[0].set_title(\"Burst based E-S\",fontsize=14,fontweight='bold')\n", "\n", "axs[1].set_xlim([-0.1,1.1])\n", "axs[1].set_ylim([-0.1,1.1])\n", "axs[0].text(-0.1,1.05,'g',fontsize=18,fontweight='bold',transform=axs[1].transAxes)\n", "axs[1].set_title(\"Dwell based E-S\",fontsize=14,fontweight='bold')\n", "\n", "\n", "for i, b in enumerate(bursts):\n", " bhm.plot_burstjoin(mpdata.models, b, ax=axt[i], state_color=path_state_color, \n", " path_kwargs={'linewidth':3, 'alpha':0.5})\n", " \n", "axt[0].set_title('Sample Burst Trajectories',fontsize=14,fontweight='bold')\n", "# fig.savefig('figures/'+fname+fplot_sel+'_viterbi.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**mpH\\ :sup:`2`\\ MM *Viterbi* analysis of DNA haripin at 300mM NaCl, DCBS burst selection.** \n", "a-e) Selected photon traces with the *Viterbi* derived most likely state paths overlayed. \n", "Photons are represented as verticle bars colored according to the photon stream, (green for D\\ :sub:`ex`\\ D\\ :sub:`em`\\ photons, red for D\\ :sub:`ex`\\ A\\ :sub:`em`\\ photons, and purple for A\\ :sub:`ex`\\ A\\ :sub:`em`\\ photons). \n", "Horizontal line represents the :math:`E_{raw}`\\ (upper pannel) and :math:`S_{raw}`\\ of the state predicted by the *Viterbi* algorithm. \n", "e,f) E-S scatter plot of bursts (f) or dwells within bursts (g), color coded by which states are present in the bursts (f) or according to the state of the dwell (g), according to Viterbi algorithm. \n", "Colors are consistent throughout, with states in a-e colored as in g, and the borders of the burst traces colored as in f."]}, {"cell_type": "code", "execution_count": 66, "metadata": {"scrolled": false}, "outputs": [{"data": {"image/png": 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55RWpyuiPP/6Q/vitUaMGOnTokK956tm9ezd++uknuFwuAEBiYiLefPNNXLx4EYsWLcK1a9cUjys1NVXxIqo/ngd/eOutt7Bt2zbMmzfPYxuvMmXKoE2bNli1ahW+/fZbjBgxAtevX5d+R+jfvz/mzZvn8T79dR4iUjpy5AgeeeQRXL9+HUBe1e7y5cuxd+9eZGRkBHh2pcPFixcVfy/deuutpo4rjOt4abxe++tand/nwR94vabipGDLUEsIsaVAtWrV0KxZM80xgwcPxooVK5CWlobU1FQsW7YMzz77LMaOHYtPPvkEFy9eRE5ODg4ePIhnnnlG0Q9a7uzZs3j44Yfx66+/Ij09HdevX8fGjRvxyCOP4OTJk355PG3atHFr92GxWBQhaHh4uO7xYviXkpKCZcuWAQC++eYb5ObmIigoCPfcc4+peYjn+euvv7B161YAkH5QVahQAV27dvV4jtTUVDz66KP45ZdfkJqaKm3PysrC8OHD8dprr2H37t1ITU1Fbm4uzp8/j0WLFqF///7Yv38/gLxAs2XLlgDyFiXbsGGD4j7EcAeA1MJDz8yZM/H222/jzz//REZGBhwOB5KTk3Hw4EEsWLBA8Yq3nkuXLmHAgAH46KOPcOjQIVy/fh05OTk4d+4cFi1ahH79+knPl1pKSgoeeOABLF26FNeuXUN2djZ2796NJ598UjO8FN8OVhjvHJC3TpFfoOUEQUBycjLmz58vhdVWqxUdO3b0+v6cTieSkpKkABfIq+aWv/Ajbx8ir4iuVq2aok3Ltm3bAECxcGz16tWlsBqA9D0EQHehiN27d+OZZ57BwYMHkZ2dLf2y8/7772PgwIH49ddfkZGRgbS0NKxcuRIvvfSS7uO7/fbbpar4r7/+Wpqf2F5D7Fnvq3r16iEqKgoul0tai8DItm3bsHr1apw6dQrXrl2Dw+FAeno69u/fj3fffRejR4+Wxubm5mL58uXS7b59+yrCajku4uZfr776qvSc5uTk4PPPP8dTTz2FMWPGYMGCBcjJyQnwDClQrl+/jlOnTkm3b7/99kK776tXr0p/VFarVg0ffPABvvrqK0yZMgVPPvkkYmNjdSv/T58+jc6dO+Ozzz7Dq6++Kv3+cvHiRXzwwQeG91u3bl20adMGQN5C4Zs3b5b2yX9G9e/fH1arNV/z1HP27Fncfffd+Pzzz9GzZ09p+xdffIGIiAh88MEHePXVV6XtW7ZswV9//eXX50GP1kJgWpKSkpCQkIAzZ86gR48eaNGiBVq0aIEnnnhC99yPPfYYAOD8+fNYv349fvjhB1y/fh0Wi0XxrjtP/HUeIrrp7bfflsLqKlWqYPLkyZgxYwYiIiIUwRz5n/iztmvXrjh48CAAIDY21vBvApGv1/F27drh6NGjWL9+vcexpfV67a9rdX6fBy1mr9UAr9dU/LDC2oT169fD6XQa9vjNzc3FBx98gGvXruGNN96AIAjYu3cvrFYrnn/+eTRp0gSTJk3C6dOnkZubi++++w7jxo1zO8/FixfRsmVLjBgxAqmpqZg6dSouX76MtLQ0vPXWW/jyyy817z+/oU5ycrIUygEwXCW4fv36aN++PbZt24aEhATcd999WLhwIQDg7rvvRsWKFU3dZ+fOnbFp0yacOXMGCQkJiI2NxapVqwDkLXD5999/ezxHWloaoqKiMHHiRMTExODkyZMIDg7GjBkzpNCwZs2aeO6551ClShX8/PPP+O6775Camop//etfWLVqFYKCgvDAAw9gz549APL6IIsXooMHD0oXm5o1a6J9+/aG8xErlu12OyZMmICYmBhcu3YNZ8+exebNm2G3e/4v9/rrr+P06dMAgIoVK+Jf//oXoqOjMWfOHOzevRuZmZl48cUXsXbtWrcXFtLT01G2bFlMnToVOTk5eOedd5CWlobk5GQsX74cDz/8sDQ2MTERR44cQVxcHGrXrq05lx9//FHxSr0vcnNzsW/fPunFDQBo2LCh27j77rvPLdCvW7cu/vWvf5muKgDyXsQQf6ERWSwWtG7dGv/5z3+k6vmUlBTFL93q79uKFStKLyyJr9onJiZK+ytVquQ2XnTt2jWkpqa6LWRy9uxZ9O7dG/369cMPP/yANWvWAMj7ZadGjRp47bXXcPXqVWmhQ/GXnVtuucXtcdpsNgwcOBAfffQRVq9ejf/7v/+TXvCpXr064uPj8/VKdVRUFPr164cPPvgA69evx759+9C8eXPd8W3atEGVKlVQrVo1REREwGKx4NKlS5gxYwbOnDmDdevWYf/+/WjWrBlOnz6tqNCRv+OECla5cuWwaNEifPvtt1i9ejVOnDiBrKwslC1bFo0aNTL8GlPJJr5IKNJacLagRERESO1qIiMjUadOHcTExEg/r1988UXdYytXrozp06dLlVY5OTmYPHkygLwqrDfeeMOwTdgDDzwg/VG7bNky9OjRA06nU/p9xGq1Si8A5meeRvOfMmUK7HY7ypUrJ10XAOC1116TXrz/7rvvcPz4cQB5f+yqrwv5fR7yo0aNGl6/G6Z169Zo2LAhDh8+jHnz5uHixYsA8q4H3rRL89d5iCjP1atXFQUdr732mvSu4vr166N3796BmlqpFRYWZqqyvTCu46X1eu2va7U/nof84PWaihsG1iaYqUKV/6CaP38+Tpw4AQDo2bOn1Av65MmTeO+99wBACiTVQkND8fHHH0tvz4iIiMALL7wAIK96Mjk52e8Xn7S0NIwcOVLqe9u5c2fce++9hscMHjwY27Ztw9GjR/H666/jypUr0vZNmzaZul+LxYJHH30UkyZNwoYNGzB16lTk5ubCbrfjkUceMVXVCQCTJ0+WAvbbb78dgiBg8eLFirmKgey9996LdevW4dKlS0hMTMS2bdvQuXNn9OrVC2+//TYyMjKwceNGKWyUh6wDBgzw+EqsWLlut9tRt25dNG7cWKosFns1GUlJScG6deuk26+99pr0fdeyZUt0794dWVlZuHLlCjZu3Ci1MpH78MMPpfYf+/btw3fffQfA/XuuoKur9cJum80mfU97YrFYkJmZ6bc5ZWVlSZ+rzytvV6G+LX9LpJnx4jHqwNqfv+wAwMMPP4z//e9/yM3NxdSpU6V3BzzyyCN++UVnyJAhmDdvHq5cuSJVJuhp27YtDh06hE8++QRnzpxBRkaG1G5FtG/fPjRr1kzxbgggr6c+FZ6QkBAMGzYMw4YNC/RUqAhRLyCcnJxcaPcdEhIivZB37NgxqUKqWrVqaN68Ofr374/OnTtrHtu8eXPFYkHyd8ukpqYiOTnZ8O21PXv2xJtvvon09HTp3W179+7F5cuXAQAdO3aU3nGTn3nqadasmfRitvr3uxYtWkify/dprVOQ3+dBi/wdSiJ/VkENGjQIr7zyiiIcU/fVL8zzEJGyOANQ/hyqX78+oqOj/bZWCrkTf+6mpqbiq6++wvbt27Fv3z488cQTWLt2reHieIVxHS+t12t/XasB/1+vC/paLZ6P12sKBLYE8SAjIwNbt25F+fLlDRdRk7cDkIcvYl9ZQPkDTO/tVLfccouil5D8PgVBcPslQjR//ny3DzMuXryIRx99VKoubt++PWbMmOEx7OrevTtq1KgBAPj+++8BAE2bNvW6Om/AgAEIDw+Hy+WSQuY77rhD0WrBSHBwsNuKyVevXsXVq1el25MmTcKgQYOkj0uXLkn7xBcWwsPDpfA3JycHa9asgcvlwsqVKwEoX7E1IlYwZ2VlYcSIEWjdujU6duyIESNGYMGCBXA4HIbHnzlzRuqNBSi//uXLl1f0G9N6m1FERISiV7X8e1F90TTTv7pLly5u31fPPPOM4WMw0qRJE8yePVuzxce7776Lr7/+GjNmzMCAAQMAAKdOncK///1vLF261PR9REREYP78+Zg7dy4mT56Mtm3bQhAE7Ny5E4899hjOnDkDAG49y9StEOS3xUp2+TFG4+XHyPnzlx0gr3WO+H27ePFiuFwuhISE4MEHH9Q9xhvh4eFSX+/ff/9d8S4MOUEQ8NRTT+HDDz/EwYMHkZ6e7hZWAzcfizrI59tLyVcrVqzAo48+ipYtW6JRo0ZeHbt9+3bExcVJb4ds0aKF4l0opU14eLjiGiNvgVQY3nzzTUyZMgV9+vRBbGwsgoKCkJSUhJUrV0p/qBeEsLAwqcdnVlYWfvnlF8Xbi9WtwPw9T3nAoH5RXP2zUqT187UgtG7d2u3Dn+69917F7yl16tRBly5dAnYeIvL888Xsz5/8XJ+9ceTIETzxxBPo1KkT4uLisGvXrgK7r8Ig/qyNj49XLHr+999/K0I+LYV1HS+N1+vSfK0GeL2mwGFg7cHGjRuRnZ2NHj16wGaz6Y6T/xCTh716P8D8zZcfVMeOHcPAgQOlnre9evXCF198YWrxAZvNhkceeUSxTexL5I3IyEjcd999im3evMpWsWJFr/tFysnfXiW/yC1duhQ7duyQ2pJ07tzZVIjer18/fP311xg4cCCaNWuGqKgoXLlyBVu2bMF//vMfqcJeT34vbOpKVXkLEvm5L126hH379qFOnTqG7WTEhRPlH3Xq1DE1FzHs/uabb/DDDz9g27Zt+OGHH6SFMNQaNmyINm3a4K677sI777yj6IUuVombYbPZ0Lp1a7Rv3x79+vXDl19+Kb3anp2dLVV9R0dHIzo6WjpOfHVeJH9hQ6zQFxfq9DS+bNmymv/3C+KXHfX/l3vuucev78J45JFHpBWr9d71sHfvXumXaJvNhtGjR+Orr77C/PnzFf3zxMdSt25dRERESNv1erITeRIVFYVHH30UEydO9Ol4m82GvXv3Sh/e/KwpieQvzG7dulV6m63a6dOn/d7v3Gq1om/fvpg2bRqWLVuGP/74A+PHj5f2y9eTkNu/f79iXQTxBXgg72eumZ+H8uv/okWLpHcglS1bVrHAdn7mWdD88TwUttDQUMVz/+ijj/r0O52/zkNEcGsT+Mcff0ifnzx50u1dcnrye302KygoCHfddRc++eSTAr2fQFD/DWCmsr0wruO8XucPr9e8XpN5bAnigfhD0KgK1Z/++usvRdsP+Q8wi8WiCMzyY9u2bRg1apTU6+rxxx/H+PHjvfqB8eCDD2LmzJnIyspChQoVfO5p9thjj+Hbb78FkLcCsjevCmrNt3z58ihXrpz0NqjZs2dr9shNT09XLD7ZokULxMTE4MSJE9i5cydmzZol7fO02KJIEAS0adNG0UN5//79UsXrihUrDH9xq1u3LqxWq1RlvWfPHul7Lzk5WbGQhl6bCDPWrl0Ll8tVoN/XYthtxOVyweFwaL69Tf61NfMLWlZWFkJCQty+JywWi+652rVrJ1Wa79q1S/olLzExERcuXFCMA6DoYX7+/HmcP39eCsPlFR3i+MLQrFkzNGvWTFpE1N9vqwoODsZzzz2HV155BXv37tUcI3+ubr31VowcORJA3sKX58+fdxsvLs66YMECAMCSJUvQv39/xTtVRMeOHUNsbKw/HgqVQOLbOfUWOl24cCHmzZuHCxcuoFatWnjxxRfZM93AkCFDsGLFCmk9gXHjxuG3335Dt27dUKZMGfz999/YvHkzVq9eja1bt2r+7H7//ffdtoWGhkrt0fTccccd6NatGxo3bozKlSvD6XRKvSqBvBcctfz9998YM2YMHnzwQSQlJWHmzJnSvp49e5pqj9SsWTPExsbi2LFj2L17t7T9vvvuc3uMvs6zoPnjeQiEIUOGIDQ0FACkd1cF8jxEpV358uXRtm1bqRDhjTfeQFpaGsLCwvDxxx+bPk9hXZ/r16+P+vXre31cUSX+PSG2BJEz8zj9cR33hNfr/OH1mtdrMq/UBNbnzp1TvOombza/fft2DBkyBEBeI3pxhdycnBxs3LgRZcqU0a0K9besrCyMGjUKw4cPR1pamuKtQO3bt/fLK26//PILxo4dK72yd88996BHjx6KH/ohISGK1hJaypYtizfffBNnzpxBw4YNfbrgAUBMTAz+85//4OrVq34J+iwWC/r374/Zs2cDAP79739LqwFfv34d58+fx/bt27F582Yp5BMNGDAAkydPhiAI0urD5cuXd2s7omf06NGw2Wxo27YtqlSpgrCwMPz222/Sfk8XxujoaPTo0UN6oeT1119HWloaoqOj8eWXX0o9mMuXLy/1O/ZFQfevNis9PR133HEHevXqhaZNm6J69eq4fv06Nm3apOgf3qxZM4/n2rJlC95991306dMHMTExqFixIi5fvozvv/9eWjwRgKJtzeDBg6XA+scff0Tt2rURExODTz/9VBrTsWNHKTCNi4tDu3btsH37dgiCgNGjR+Ppp5/GiRMnsGTJEgB533/iz5PC8n//93/YunUroqKiNBe0zK/7778fs2bN0u29L38h7dixY5g/fz5q1qyJhQsXKl5kkXvhhRewadMmXLhwAbm5uRg+fDgeeeQRdOjQAcHBwTh37hx+/fVX7N69W/ePHSIjCxYswKxZszBjxgzExsZi8+bNeP7557FkyRLpnSJOpxNdu3aFw+FA48aNvV7ktaQJDQ3FrFmzMHbsWOzcuRNOpxOLFi3CokWLTJ/jiy++cNsWGRnpMbD+559/8PXXX+vu79evn+b2mJgYbNq0ye2tvVWqVMHYsWM9T/iGAQMGYNKkSYptWi9W+zrPguav56GwValSBc8//3yROQ8RARMnTsSjjz6K69ev48KFC1JVaoUKFRAZGem2uJ+3zFyfSyu93sP33HOPqd9P/HEd94TX6/zh9ZrXazKv1ATWvti6dSsyMjJwzz33+BzGeqtGjRo4fvw4nnvuOcX2MmXK4OWXX/bLfaxbt07xNpTly5cr+j+J8xCDeyN9+/b1y5z8vTDACy+8gD///BM7duzA5cuX3S5qevr164dp06Ypnp9+/fq5LainJyMjA1u2bJF6X2ud35PXXnsNx48fx+nTp3Hp0iVMmDBBsT8sLAzvv/++Zo9kM1JTU7Fjxw5UqVLFVBBc0FJSUvDdd9/pvhW/Tp06pi/eiYmJirBZrXv37ooFRdu2bYtnnnkGn376KVwuFz744APF+OrVq+Ott95SbHv77bfx2GOP4eLFi9i/f7/b/9XnnnuuQHqHGWnVqpVhj/38stvteP755zFu3DjN/U2aNEGLFi2wd+9e5Obm4o033gCQ10uvadOm+PPPP92OqVixIr788ku88MILOHbsGLKysvDll1/iyy+/VIxTLyBDZFZCQgKee+456Q+8rl27ol27dlixYgVGjhyJW265BT/99BNiYmJw/fp1fPHFFxg6dCiWLl2KKlWqBHj2gVOpUiXMmzcP69evx9KlS/Hnn3/iypUrsNlsqFKlCho3bozevXv7/f/muHHjsH37dhw9ehTJycnIzs5GdHQ0GjdujMGDB+u+SNu0aVO88847mDZtGvbv3w+bzYZOnTrhpZdeQsWKFU3ff9++ffH+++9L13+xistf8yxo/noeiIgaNmyI+fPnY8qUKdi7dy/sdjvat2+P8ePHY9iwYfkOrD1dn+XFZFqqVKmCTZs25WsORZ3NZkNkZCRiY2Nx7733elWJWtDXcV6v84fXayLzGFgbECsvC7MKtUaNGnj99dcxZcoU7NixAy6XC61atcJLL72EBg0aFNo8irvQ0FB89dVX+OGHH7Bs2TIcO3YM6enpKFu2LKpUqYI2bdogPj7e7Tixmlr82gPm24EAef1+K1SoIP1ikJ6ejvDwcNSvXx99+vQx1ee7UqVK+OGHH/DVV19h7dq1OH36NBwOBypXrowOHTrgiSeeUCyo4a3169cjNzcXd955Z8B7RoWGhmLkyJHYs2cPTp8+jWvXrsHpdCIqKgr169dHfHw8HnroIUW/Yz233norBg8ejD/++AMXLlxASkoKLBYLKlasiIYNG+Kee+7B3Xff7fY2q7Fjx6Jp06ZISEjAoUOHkJmZiWrVqiE+Ph5PP/20YhFUIK+aePHixfjss8/w66+/4sKFCwgLC0OjRo0wZMgQt/5pJUWfPn3w+eefK96dIrJarfjkk08wZcoUbNq0CdevX0fTpk3x0ksvYf78+ZqBNQDUq1cPixcvxooVK7B69WocPHgQycnJCA0NRZUqVdCiRQtFL3Mib5w7dw6vv/664kUnp9MphdGVKlVCpUqVAOT12hw3bhzWrFmDTZs2+W3h0qKqf//+hgsJW61W3HHHHbjjjjvyfS6zhg0bhmHDhvl0bPPmzTF37tx83X/58uVx4MABj+PyM0/R888/r1ldVLNmTc2fsUBewONJfp8HM19Lvfn549xm7sdf5yEiY40aNXIrIgBgqqDJE0/X55YtWxouGGi0rlRx48s11Mwx3lzHvVVartcFda0G8vc8FOS12uz5zdwXr9fkDxahsJYv9dKFCxcwadIk/PbbbxAEAR07dsTEiROlfrFmffbZZ5g2bRpatmwp9Uk2w+l04vbbb0dmZiZ+//13n6tZzVi8eLFURdu2bVvTP+iIfPHcc89h7dq1mDt3rqInMxFRcbV9+3YMHz4chw4dkrb17t0bzz//PHr16mX6PD179sQTTzxR4gPr4m7GjBlSz8f7778f7777boBnFBh8HoioqPPX9dmMuLg4zJ8/v9Df6Uj6eJ3Kw+eByDdFssI6MzMTQ4cORXBwMCZPngwAmD59OoYMGYKlS5eaDo/F9gAVKlTweg7Xrl3DoEGDUK1atQINq4kK22233YaGDRsqFoYkIiqOnE4nHA6H9LZQcZ2A4OBgDBs2DDNnzkTdunVx6623Ijs7GwcOHEC5cuVQv359/P7776hevTpq1aqFzMxMzJkzB1euXOGijERERPmUn+uzNwRBQE5OjnQ7NzcX2dnZsNvtJaoSm4ioNCqSgfXChQuRmJiI1atXSwsvxMXFoWfPnliwYAGGDx9u6jz//e9/ce+99+LUqVNwOBxezaFChQpsBk8l0pNPPhnoKRAR+cVPP/2k6PMv9uVft24dHnroIQQFBWHChAk4d+4c7HY7GjduLC0edfToUUycOBHJyclSW585c+agWrVqAXksREREJUV+rs/eSEpKUrTjE1tATJo0yS/tqoiIKHCKZEuQoUOHIjs7220RNrH/r9Fqr6Jly5bh7bffxurVq/H888/D4XB41RKkMLElCBEREREREREREVERrbA+ceKE5sJlMTExWL16tcfjU1JSMGnSJLz00ksoW7ZsAczQv/y1YBERERERERERERFRcVYkA+uUlBRERUW5bY+OjkZqaqrH49977z3UrVs3XyGwy+VCRkYGgoKCYLFYfD4PERF5JggCcnNzERERAavVGujpUBHG6zMRUeHh9Zm8wWs0EVHhKA3X5yIZWAPw+QK3a9cu/PTTT1i8eHG+LpIZGRk4duyYz8cTEZH3YmNjERkZGehpUBHG6zMRUeHj9ZnM4DWaiKhwleTrc5EMrKOiopCSkuK2Xa/yWu4///kPBgwYgKpVq0rV2A6HAy6XC6mpqQgNDUVwcLDHOQQFBQHI++KbGV+aHDhwAE2aNAn0NIocPi/u+Jxo4/PiLicnB8eOHZN+9hLp4fWZiKjw8PpM3uA1moiocJSG63ORDKxjYmJw/Phxt+0nT55ETEyM4bEnT57EyZMn3RZsBIA2bdpgwoQJ0urBRsTq7ODgYISEhJibeCnC50Qbnxd3fE608XnRxrePkie8PhMRFT5en8kMXqOJiApXSb4+F8nAOj4+Hu+99x4SExNRq1YtAMC5c+ewZ88ejBs3zvDYefPmuW1755134HK58Morr6BOnToFMmciIiIq2jbsTsS8VYdxOTkTFcuFYUivhujWqlagp0VERFTq8RpNRERyRTKwfuihhzB//nyMHDkSo0ePhsViwfTp01G1alUMHDhQGpeUlIQ777wTI0eOxKhRowAA7dq1cztfVFQUHA6H5j4iIiIq+TbsTsTMRfuQnesEAFxKzsTMRfsAgH8QExFRiXDx4kV88cUXOHDgAI4cOYKsrCysW7cONWvW9HhsXFyc5vYlS5agYcOG/p6qAq/RRESkViQD6/DwcMydOxeTJk3C+PHjIQgCOnTogIkTJyIiIkIaJwgCnE4nBEEI4GyJiIioqJu36rD0h7AoO9eJeasO849hIiIqEc6cOYNVq1ahcePGaN26NbZs2eLV8f3791cUiAFA3bp1/ThDbbxGExGRWpEMrAGgevXqmDFjhuGYmjVr4ujRox7PlZCQ4K9pERERUTF0OTnTq+1ERETFTZs2bbB161YAwKJFi7wOrCtXrozbbrutAGZmjNdoIiJSswZ6AkREREQFrWK5MK+2ExF5Kz4+HoMHD/b5+MGDByM+Pt6PM6LSxmotnn/e8xpNRAWJ1+fiqXhe0YiIiIi8MKRXQ4QE2RTbQoJsGNKrYPtyUtHx2Wef4YUXXkCPHj0QFxfHPzz85Ny5c5gxYwYOHz4c6KkQUT599913aNKkCZo3b44hQ4Zg165dhXK/vEaXbrw+Fwxen6m4K7ItQYiIiIj8ReyBOW/VYVxOzkTFcmEY0qshe2OWItOmTUPZsmXRqFEjpKWlBXo6JUZSUhJmzpyJGjVqFPjCbERUcPr27Yvu3bujcuXKSEpKwuzZszF06FDMmTMH7dq18+pcBw4c8Gp8JIA+raOwbl8qUq47ER1uQ4/mUYjEP9i9+x+vzkXFz7Rp01CmTBnUrVsXycnJyM7Oxu7duwM9rWLv0KFDmDlzJnJzc3H9+vVATyegsrOzkZaW5vP3VVpaGr8vA4CBNREREZUK3VrVYkBdiq1duxa1auV9/e+5554i/8dbbm4uXC4XQkJCAj2VgEpPT0eZMmUCPQ2iEm/KlCnS561bt0aPHj1w77334sMPP8S3337r1bmaNGni9c+uVq2A4Q94dQiVEFrX51atWgV4VvqKy/XZ4XAAyFs4tSCez+J0fQ4JCUFkZKTPz0NkZCRSU1OL1Pdldna21y8OFjdsCUJEREREJZ74x7Cvzp07h7i4OMyYMQPLly/Hvffei6ZNm6Jbt26YMWOG9Ieh6OTJk/jvf/+LPn36oEWLFmjevDn69++PhQsXup17xowZiIuLw/HjxzFp0iR06dIFzZo1wx9//AEAWLlyJZ555hl069YNTZo0Qbt27TBy5EgcOXLE7Vxin8YjR45g2LBhaNGiBTp06IDJkyfD4XAgOzsbkydPRufOndG0aVMMGjQIJ0+edDtPTk4OPv30U/Tp0wdNmzZF69at8cwzz+DQoUPSmMWLF2PIkCEAgAkTJiAuLg5xcXGKPpGCIOCbb75B//790bx5c7Ro0QKDBw/Gtm3bdJ/flStXon///mjWrBneeustw6+Lvx7v1atX8frrr6Nr165o0qQJunbtitdffx3JycluYy9cuIDRo0ejVatWaNmyJZ555hmcPXtWd45bt27F448/jtatW6Np06a49957TQeAx48fxwsvvIDOnTujSZMmuP322zF48GBs2LDB1PFEvipTpgy6du2KP//8M9BToRKO12den3l9Ji2ssCYiIiIiMunXX3/F3LlzMWjQIFSsWBHr16/HzJkzcf78eUyaNEkat2PHDuzatQvdunVDzZo1kZmZidWrV+PVV19FcnIynn76abdzv/jiiwgNDcXjjz8OAKhUqRIA4Ouvv0Z0dDQeeughVKpUCWfPnsXChQvxyCOP4Mcff0TdunUV57l48SKGDx+O3r17o2fPnvjtt98wZ84cWK1WnDhxAllZWXjqqaeQnJyMOXPmYOTIkVi1apW0YFtubi5GjBiBvXv34r777sOgQYOQnp4u3efXX3+Npk2bok2bNnjmmWfw6aefYuDAgVLlUcWKFaW5vPTSS1ixYgV69uyJ/v37IycnB8uWLcPjjz+OGTNmoEePHoq5r127FgkJCXjkkUfw8MMPm6reyu/jTUtLwyOPPIIzZ85gwIABaNSoEQ4fPoxvv/0W27Ztw6JFi6R5pKamYtCgQbh48SIefvhh1K9fHzt37sSQIUOQlZXlNrcFCxbgtddew2233YZnnnkGYWFh2Lp1K/773//i7Nmz+Pe//637uJKTkzF06FAAwMMPP4zq1asjOTkZBw4cwL59+9CtWzePzw1RfgiCAIvFEuhpEJnC6zOvz7w+lzACacrKyhJ27dolZGVlBXoqRc6uXbsCPYUiic+LOz4n2vi8uOPPXDKL3yvkD3369BG6d+/u1TGJiYlCbGyscOuttwoHDhyQtrtcLmHkyJFCbGyssHfvXml7RkaG2zmcTqfw2GOPCS1bthRycnKk7R999JEQGxsrPPbYY0Jubq7bcVrnOnHihNC4cWPhtddeU2zv3r27EBsbK6xcuVKx/f777xfi4uKEZ555RnC5XNL2uXPnCrGxscKmTZukbV9++aXbNkEQhLS0NKFr167CY489Jm3btm2bEBsbK/zwww9uc/z555+F2NhY4bvvvlNsz83NFe6//36he/fu0lzE57dRo0bCiRMn3M6lxx+Pd9q0aUJsbKzw9ddfK87x9ddfC7GxscIHH3wgbZs6daoQGxsrfP/994qxb731lvQ1FP39999CkyZNhH/9619u837zzTeFW2+9VThz5oy07bHHHlN8X65du1aIjY0VVqxYYfLZ8D/+zC2+Fi5cKMTGxgqJiYk+HS/+fx80aJDpY/j9QvnF6zOvz7w+m1Maft6ywpqoAA3tl1Bg5567ZLDnQURERORXHTt2ROPGjaXbFosFTzzxBNauXYtffvkFt912GwAgPDxcGpOdnY3r169DEATcfvvt2LFjB/766y/ExcUpzj106FDY7e6/novnEgQBGRkZyMnJQbly5VCvXj3s37/fbXyVKlXQq1cvxbaWLVvi4MGDGDx4sKJisnXr1gCAM2fOoHPnzgCApUuX4pZbbkHjxo1x9epVt8e/ZMkSZGVlITQ01PC5Wrp0KSIiInDHHXe4nSc+Ph4zZszA6dOnUa9ePWl7165dUb9+fcPz+vvx/vLLLyhfvjwGDhyoOMfAgQMxY8YMrF27FmPGjAGQV2FWsWJF9OvXTzH2ySefxLx58xTb1qxZg5ycHDzwwAOajz8hIQG///47ateurfm4IiMjAQCbN29Gly5dik2vUAqs1atXA7i58OGmTZtQvnx5lC9fHm3btkVSUhLuvPNOjBw5EqNGjQIAzJ49G6dOnUK7du1QuXJlnD9/HnPmzMHly5fx/vvvB+yxEHmD12den3l9LlkYWBP5yUdvHgJwyOM4f9ELwxlkExERFRytP9ZiYmIAAImJidK2jIwMzJw5E6tWrcKFCxfcjklNTXXbpn7rsOjQoUOYPn06duzY4bZYZM2aNd3Ga22Ljo7W3BcVFQUAuHbtmrTt5MmTyMrKQocOHTTnA+S9HbZatWq6+8XzZGRkoGPHjrpjrly5oviDWO85MJLfx3vu3Dk0adLELYyw2+2oV6+eoi9oYmIimjZtCpvNphhbuXJl6dwisRfnsGHDdOd++fJl3X1t27ZFv379sHjxYixbtgxNmjRBx44d0bt3b+l7jkht9OjRituvv/46gLzvp4SEBAiCAKfTCUEQpDH16tXDL7/8gl9++UVaSK1FixZ4++230axZs0KdP5GveH3Ow+szr88lBQNronwoyApqX2nNiSE2ERGRf5jt5zpu3Dhs2LABDz30ENq0aYPo6GjY7XZs3LgRX331FVwul9sxWhVR58+fx6BBg1CmTBk8++yzuOWWWxAWFgaLxYJ33nnH7Q9kAG5/rMmJfSHV5OGVIAiIjY3FhAkTdM9Tvnx53X3y85QvXx5Tp07VHdOgQQPF7bCwMI/nVcvv4/WW3veA+pzi7cmTJ6Ny5cqax3habGzy5MkYMWIENm7ciN27d+PLL7/Ep59+iokTJ+Kxxx7zYfZU0h09etRwf82aNd3GxMfHIz4+viCnRVTgeH3Ow+uz53Py+lw8MLAm8pKvIbXTrv0D2Vs2h/sF1BP1nBlgExER+ebEiRO628Q/blJTU7Fhwwbcd999eOONNxRjt27d6tX9/fLLL7h+/Tr+97//oX379op9165dQ3BwsFfnM6NOnTpITk5G+/btdf+gFBkFBHXq1MHp06fRvHlzRERE+HuaflOrVi2cOnUKDodDUcXlcDhw+vRpxR+ttWrVwunTp+F0OhV/iP/zzz9IS0tTnFesRitXrpxhFZsnsbGxiI2NxZNPPonU1FQ8+OCDmDp1KgYNGsQF8YiIbuD1WYnX5zy8Phdf/knQiEq4of0SpA8znHar24e/aJ3b2/vw9vEQERFRnq1bt+LgwYPSbUEQMGvWLADAHXfcAeBm1ZC6oueff/7BokWLvLo/8Y8u9bkWLlyIS5cueTd5k/r164dLly7hyy+/1Nwvf5us2L8zJSVF8zwulwvTpk3zeJ5AEnt4qr82CxcuxNWrV6WvKwD06NEDly9fxpIlSxRjv/jiC7fz9urVC8HBwZgxYwaysrLc9qelpSEnJ0d3XteuXXOr9IuKikLNmjWRmZmJ7OxsMw+PiKhU4PWZ12den0sWVlgTGfAmoC4KtObhqSJb/hhZeU1ERCXVkiVLcP78eQDA1atXkZubi08++QQAUL16dbdFevTceuutGDp0KAYNGoRKlSph3bp12Lp1K+677z60aNECAFCmTBncfvvtWLp0KUJDQ9G0aVMkJSVhwYIFqFmzpqI/oyddunRBWFgYxo8fj8ceewxRUVHYs2cPNm3ahNq1a8PpdHr1PJgxZMgQbN26Fe+99x62bduG9u3bo0yZMjh//jy2bduG4OBgJCTk/f4QExODiIgIfPPNNwgNDUVUVBTKly+PDh064O6770b//v3x9ddf4+DBg+jevTvKlSuHixcv4o8//sCZM2ewbt06v8/fW0888QRWr16NN954A4cOHULDhg1x+PBhfP/996hXrx6eeOIJxdjly5fj1VdfxcGDBxETE4MdO3bgjz/+QLly5RTnrVq1Kv773//ilVdeQe/evdG3b1/UqFEDV69exbFjx7B27VqsWLFCs8cnkPc9O3fuXNxxxx2oU6cO7HY7du7ciS1btqBXr14eF9UiIioOeH02j9dnXp9LEwbWRBo8BdW+BNQum3/fEmJ1muvtpJ6rUYDN8JqIiEqqH374ATt27FBsmz59OoCbi+eYER8fj3r16uGzzz7DqVOnUKFCBYwcORIjR45UjJsyZQqmTp2K9evX48cff0TdunUxduxY2O12w96TarVr18YXX3yBadOm4dNPP4XNZkPLli2RkJCAN998E0lJSabPZVZQUBA+++wzfPPNN/jpp58wY8YMAHkLFzVt2hT333+/NDY0NBQffPABPvzwQ7zzzjvIyclB27ZtpQWhJk2ahHbt2mHhwoX47LPPkJubi0qVKqFRo0YYN26c3+fui8jISHz77bf46KOPsH79eixevBgVKlTAww8/jOeffx5lypSRxkZHR2P+/Pl49913sWTJEgiCgHbt2mHevHmaizcNGDAAdevWxZw5c7BgwQKkpaWhbNmyqFevHkaPHo1KlSrpzqtdu3Y4fPgwNmzYgEuXLsFqtaJmzZr497//zf6YRFRi8PpsHq/PvD6XJhYhPx3NS7Ds7GwcOHAATZo0QUhISKCnU6Ts3r0brVq1CvQ0/M6fIbW/w2lvmA2yAXP9sPMTXJfU75X84vPijj9zySx+r1CgnDt3Dj169MCoUaPw/PPPB3o6RIWCP3PJG/x+oUDg9ZlKo9Lw85YV1lTq+SOoDmRAraY1F70QW/7Y9MJr8flhxTURERERERERERU0BtZUauUnqPYloHYUUJ9ru4kqafl8PYXXDK6JiIiIiIiIiChQGFhTqWMUVPsrpC6ocNrsfRmF2J7CawbXREREREREREQUKAysqdQoyKDal4BasPreRsTiMu5TrZ6PXoBtFF6bCa4ZWhMRUWlRs2ZNHD16NNDTICIiIhlen4lKpsIrAyUKkKH9EnTDaqfdqhlWu2wW6UOLw25VfOgRrBbdj/zw9pxm5qr3ePWeI8BzWxUiKj4uXryIN998EwMHDkTz5s0RFxeHc+fOeX2ezz77DHFxcXjkkUfc9rlcLnz22WeIj49H06ZN0bdvX6xZs8Yf0yciIiIiIqISgoE1lVj5Caq1+BJQFzYzIbanx2EUXGsxep6JqPg4c+YMVq1ahaioKLRu3dqncyQmJuLTTz9FhQoVNPdPnz4dM2bMwKBBg/DFF1/gtttuw+jRo7Fx48b8TJ2IiIiIiIhKELYEoRLH29Yfnlp+eAqoveHLYo1m6C2kCCjnqG4lIj42rZYh4lzl5zZqE8IWIUTFW5s2bbB161YAwKJFi7Blyxavz/Hf//4X9957L06dOgWHw6HYd+XKFcyePRtPPfUURowYAQBo3749zpw5g/fffx9du3bN/4MgIiIiIiKiYo8V1lRi6FX6itXU6rDa12pqMxXU8pYintqL+IPZ+/JUda13bjW2CCEqeazW/P1KsGzZMhw8eBD/+te/NPdv3rwZubm56Nu3r2J73759cezYMSQmJubr/omIiIiIiKhkYGBNJYJRUK2mF+jmJ6Q2ExY77LYC+/A0J73Ho/ccaJ1LjaE1EYlSUlIwadIkvPTSSyhbtqzmmBMnTiA4OBh16tRRbG/QoAEA4OTJkwU9TSIiIiIiIioG2BKEijW9oFqLUTW1Fk/tPowqpvVC5IKivj+7w6m4rdXeA7j5GLVahajbhLhsFrfjnXYr24MQEd577z3UrVsX/fv31x2TkpKCqKgoWCzKn53R0dEAgGvXrnl1nwcOHPB6nkRERERERFT0MbCmYqmggmpfQ2pvAmp/L8aoDpsB5Xzk4bV8/vLwWSu41upvrdfXWiu0JqLSYdeuXfjpp5+wePFitzBaThAEzf2CoN+D30iTJk0QEhLi07FERGROdnY2XyAkIiKiQsfAmooVvXYTZhdT9KWa2teQ2ptg2mx/a63FFdX3414trR9ea1Vc+1JtrRVaD+2XgBdebWT0cIioBPjPf/6DAQMGoGrVqkhNTQUAOBwOuFwupKamIjQ0FMHBwYiOjkZKSopbcC0eo9dKhIiIiIiIiEoXBtZUbJipqvZXNbUvIbUv5/OW3nm0qqUB7fBaq+LaTLW1L6H1R28ewtwlrYwfFBEVaydPnsTJkyfx3Xffue1r06YNJkyYgGHDhqFBgwbIycnB2bNnFX2sT5w4AQCoX79+oc2ZiIiIiIiIii4G1lTkFVZQrV2R7X1AbTacdvnYGsSq0QLEu1YfeY/J22prrdBaje1BiEqfefPmuW1755134HK58Morr0jhdOfOnREUFIRly5Zh1KhR0tilS5ciNjYWtWrVKrQ5ExERERERUdHFwJqKLLN9qs22/tAKmL2tpPbmHNJ+P/es1jqfPMTWCq/NBNd61dZGobVW0K3GBRiJio/Vq1cDuLmg4aZNm1C+fHmUL18ebdu2RVJSEu68806MHDlSCp3btWvndp6oqCg4HA7FvgoVKmDYsGH47LPPEBERgUaNGmHlypXYtm0bPvnkk0J4dERERERERFQcMLCmIkkdVvsaVPujmtqbkNqbcNrXxRe1FlmU369WeO0puDaqtvY2tNbrZ83QmqjoGz16tOL266+/DgBo27YtEhISIAgCnE6nzwsljh07FuHh4Zg3bx4uXbqEevXq4cMPP0R8fHy+505EREREREQlAwNrKlJ8bf9hJqguiJDaU0DtayjtzTnVAbZWeK0VXBd2aE1ERd/Ro0cN99esWdPjGABISNBeINdms2HkyJEYOXKkT/MjIiIiIiKiks+9bJUoQLSqquVhtctmcQuNHXarIqwWrBa3QFd9nMNukz7kxGPF48Xj1Me7rBbpQ01+Dq2w2hFkzfeH0X2qqecofxzqY9TPh/q5zm/4rvViBBERERERERERkRwrrKlI8NQCRCuoltMKqdW0qqnNHGdURa0X4moFy/6iPrc992Yls1bLD3H+ZqqtPVVaK+bBKmsiIiIiIiIiIvIzBtYUUAUdVPs7pM5vQJ2fBRitGr2r1fcthtdmg2tvQ+v8tgZhL2siIiIiIiIiIjLCliAUMN6E1Z5af+i1/VCP12r3IZ1Dp9WHVssNT2065OcyaiHiDTPnUs9Hs0WK6nmTj5XOo9PbWz3OF2wNQkREREREREREelhhTQFhFFYbVVV7W1GtDrXV9PpQqxlVUBfWwotmFlcUOYKsbq1C1NXW3lRaGy3CyNYgRERERERERETkL6ywpkInD6u1FlYUaVVVy8eZqajWGqtVpeypilpOr9JZveCi3kKIWucwUz1tdF6t47SqrdXHSJ9rhPmA8gUAvTF547z7UcIqayIiIiIi/7p48SLefPNNDBw4EM2bN0dcXBzOnTtn6tjs7GxMnjwZnTp1QrNmzTBw4EDs3LmzgGdMRESkjYE1FSp1WC1yD6C121oYBdXyMFfd8sOfIbXW8XoBsq+tQcwc46ndh/wxyY/RGy8+V2Yrwo3GqcNtdbsXIiIiIiLyrzNnzmDVqlWIiopC69atvTp24sSJWLRoEV544QV89tlnqFSpEkaMGIHDhw8X0GyJiIj0MUWiQmMUVos8VVXfHOceVItjtKqp5eeTj9frRa0VFusF1J7CZU/htdlQ21Nlt95jFh+n1nMqjlfT62ftTZW10ViAVdZERERERP7Upk0bbN26FV988QXuvvtu08cdOXIEy5cvx4QJE/DQQw+hQ4cO+PDDD1GtWjVMnz69AGdMRESkjYE1FQqzYbVIL4Q2E1QbBc2A+SpqrYDaKFj290KLZgJsOU9BtFFoLR1jYhFGvTGesMqaiIiIiKjgWK2+/b69bt06BAUFoXfv3tI2u92OPn36YMuWLcjJyfHXFImIiExhgkQFzpewWj3Gm6Bafh6jkNpTFbXeGK3t6tYa/vhQM6re1nrM4n45vdDaTD9rPcpg27jKWh1as8qaiIiIiCiwTpw4gRo1aiAsLEyxPSYmBrm5uThz5kyAZkZERKUVA2sqUN6E1UZV1SJPQbVeNbV0v15WUWsd51LNwSho1luI0dTCjDrn1Auu1fert8+b0NofrUE8YWhNRERERBQ4KSkpiI6OdttetmxZaT8REVFhsgd6AlRyeRtWq/frBdXSOFVlsXROjVYfcmZ6OLsFwjoBrTctMYxoncfiEjTv3+rM2y7O0erSvi1YLdI5XFaLtB3Ie47suS63+1SPU5/HYbfB7nBqzt+iOk4+d3HOQN73gs2hvO+h/RIwd8lgzeOJiIiIiKjgCIIAi0VjXRtB+/d7Tw4cOJDfKRERUSnHwJoKhKew2kwLEPV+eUW11rFGQbWnkNpMQO0pnM5Pv2p1SKy+P3V4LQ+A1SGz/LZRaC2/H62wWX0/nvYrg20r7LJQmqE1EREREVHRFB0djfPnz7ttFyurtaqvjTRp0gQhISF+mRsREbnLzs4u8S8OsiUI+Z2/wmqxXYa6/Yd8H6Df9kM9zq2lh7zNh0ZbD722HWYWV9QboxdqexrjFrirWoUYBfB6bT8KuzWIp37WANuDEBEREREVtpiYGCQlJSEzM1Ox/eTJkwgKCkKdOnUCNDMiIiqtGFiTX/kSVovhq3phRflx6hAaUAbV8rBXHjIbBcdmAmrD470MpaXnwsR4re1a/a59Ca3lzITWWvv1QmtvW6QwtCYiIiKi0mTJkiVuH4HWo0cP5ObmYvXq1dI2h8OBlStXolOnTggODg7g7IiIqDRiSxAqEN6E1Xn79INq9THqamr1fvV2rYph9XitsVq3tQgGVcZaLBptNuT3o27vod6mbuEhb7eh1/ZDfV9m+llrnd8Mb1qDAGwPQkRERESlx//93/+59Yvu16+f384vhs7iW8U3bdqE8uXLo3z58mjbti2SkpJw5513YuTIkRg1ahQAoGHDhujduzfeeecdOBwO1KxZE99++y3OnTuH999/329zIyIiMouBNfmNWBnr77Baq0+1VlDtS0htNqD2NpQ2oj6XOsDWCq+1FlQEbva21gut89PPWnGeG+fXW4DRKNRmaE1ERERElKdNmzYFev7Ro0crbr/++usAgLZt2yIhIQGCIMDpdLotqDhp0iR88MEH+PDDD5Gamopbb70Vs2bNQuPGjQt0vkRERFoYWJNfaLVxMFq40NuwWquq2iioNhtSa7a+8GM4bYZ4f3qV13oLKgKqgDkfobW8ytofobW6Cjw/oTUABtdEPkhISMDixYthsViwePHiQE+HiIiIkHd9LkhHjx413F+zZk3NMaGhoZgwYQImTJhQUFMjIiIyjT2sKd+0+lbLA2Oxujq/YbW6R7XmAooaPakV+zV6Rws2i+JDzdc+1t72tja6f6Pbin06Pa39tQij1n6z/aw9LcIIaPe0BtjXmsgX//zzDw4fPozDhw8HeipEREREREREprHCmvxGK2z0Jqz2papaXVFtpo+1UQW1bhjs5WKCN0+o3e7DqM+0VsW1UaW1uppZfX+eKq3lPFVa61VR56fSGoCi2lr8PmK1NRERERGVNNevX8fvv/8OAGjSpAmqVKniNubvv/+WelB36NAB4eHhhTpHIiKiQGOFNeWLmb7V+Qmr9aqq1RXVnqqp9Sqo3SqgNT6sdsBqFbz6kKjPp3G/erTmqndbEdR72dJEfV75CwWa43WqqH2ttFaPF7HamoiIiIhKmpUrV+K5557DxIkTERERoTkmIiICL7/8MkaNGoVVq1YV8gyJiIgCj4E1+cyob7W/wmrFWHkgbSKoBrTbbOgF1FrBtD3IBatN8OoDcD+PRBVcyx+XFk+htWKsTmjtbWsQ4ObXQLdiXScUL4jQWiu4HtovgcE1ERERERU7a9asAQDcd999KFOmjOaYMmXKoF+/fhAEQRpPRERUmjCwpnzT6lsNaIWUvoXVWlXVivOYqKbWCqndAmqd8NlbWsd7Cq59Da3VxwUitJa/aAAYh9bKcVbNvtbeVlszuCYiIiKi4uLUqVOwWCxo3bq14bhWrVoBAP7666/CmBYREVGRwh7W5BOtViAirRDS27Bar6pacQ7Vv4bVyDc+zwuNzYXRioDZgMulHzaL9+Nyyu9fdozVIvW5VveplhNsFt2e1urjFL2nZf2kzfSzVp9L7GmtN8bbntbqcXljlX2txWMAc72tAfa3ptKlR48epsalpqYW8EyIiIjIW5cuXQIAlC1b1nBcdHS0YjwREVFpwsCavPbRm4fctnlqBaLeZjas1lpU0XRQbTKkNhtM61EfrxVgawXX3obWaoEOrQH4tBCjOA6AbGze118ruJYfB3gOrhlaU0mXlJQEi8UCQTD+WWGxeNfPnoiIiAqe3W5HTk4OLl68aDju77//lsYTERGVNmwJQj5TtwLx1Lda3KYVVssXV1T3oZb3qtZq/SGdW93yQ9WDWqTXX9rbhRXd2nxonMdtn6rP9c0dntuDqIN5tcJqD6I1zuxCjJ7bxmj3tmZ/ayIlT2G12TFERERUuKpVqwYAWLJkieG4H3/8UTGeiIioNOHLteQVdSsQvQBSa5FFrVBTDKulMTotQIyqquUV1XrV1HrBsvS5D/2q1W0+APfqakUltQZvK62NWoNo3TZbaQ3kVUvLK5/l24GbldZu571xLnkbD3WlNQC/VFuL55dz2q2stqZSZdSoUYGeAhEREfmoVatWOHHiBH7//Xe88cYbGD9+PEJDQ6X92dnZmDJlCrZu3QqLxSL1siYiIipNGFiTaUZVq1qVsVphtbzlhy9htTdBtTqkzm9ArSY/h2arD9n9um2zCYbHAAUXWgN5oa86kDbTIsRTaC3ehxhaA9BtESLOQ2ueeePNB9d6bULY25pKIgbWRERExddDDz2EBQsWAAC+/fZbLFu2DC1atEDZsmVx7do1/PHHH0hLS5PGDxw4MFBTJSIiChi2BCGvmWkFYiasFmmF1XotQETq1h/qVhtiOC1+Lm8NYtQexOc2IDr3L78frWPcN5rrOavVt1uv1Qeg0cojHy1CHEFWRYsQrTnI23ioW4So24QYzTPvGKtuqxA1rRYhgPGLLUREREREhaVx48Z49NFHpdZdaWlp2Lx5M5YtW4bNmzcjNTUVgiDAYrHg0UcfRaNGjQI8YyIiosLHwJpM8bYViHwb4B54itv0wmrptqoFiLxPtTyIBrSDaq0gWQqx7S6fw2q98Npshbd6vLf9rOXPiZw6fPbU19qlfl5Vn8sDZPX5PPW1Fu9Da4yZ3tZmgmutY416WxOVBKdOncKoUaMwatQonDhxQnPMiRMnpDGnTp0q5BkSERGRkZdffhkPPvigFFoLgiB9iB588EG8/PLLgZoiERFRQLElCHnkaysQwH2RRW/Daq2qanX7D7eFE3X6V2sFxuoxalqtOtQ9q8Xb4ljx/l1Oi1u7D6Oe1t62BgHc24NojddqEQLAVG9rf7YIUY/R6m0NuLcJkc817zirZpsQM72t2deaSoKffvoJa9euRaNGjRATE6M5JiYmBhcuXMChQ4fQoEEDjB492uN5L168iC+++AIHDhzAkSNHkJWVhXXr1qFmzZqGxyUlJeGtt97CkSNHcOXKFYSFhSE2NhZPPPEEunbtqhgbHx+PpKQkt3N8/PHHuOOOOzzOkYiIqCSw2Wx48803MWDAAPz44484ePAg0tLSEBkZicaNG+P+++/HbbfdFuhpEhERBQwDazLN11Yg4m0zYbVhv2pZ+w+RouJZZ7uaUXDtaaxRf2q3cFrWp9rwPrTGWW8uwAh4Dq0BuPW1BqC5sKJ0nCwM1uttbWZBRvHras916Y5RL8gojgHMB9ee+lvr9bZmaE0lzZYtW2CxWHDPPfcYjrv33ntx8OBBbN682VRgfebMGaxatQqNGzdG69atsWXLFlPzuX79OsqVK4fRo0ejatWqSE9Px6JFi/DUU09hxowZuOuuuxTjO3XqhOeff16xrV69eqbui4iIqCS57bbbGEwTERFpYGBNhjy1UdBrBaLVt1rvtryyWhojOx6AW1itDqT1tqs/l7Z5seiiPExWV1OL2/SqprX2m66y9iK0BrwLruXbzCzKqA6uva22ls7jZXDtj2prrQUZGVpTcXbx4kUAQGxsrOG4Bg0aKMZ70qZNG2zduhUAsGjRItOBdYMGDfDOO+8otnXr1g09evTA4sWL3QLrcuXK8Y9zIiIiIiIi0sXAmkzRq65WbrMpjlH3O9bqr2zUBsRTCxCjANvtcy8CajV5iw/5ubVCaL0qa4+htl41tpehNWAuuFZv87ZNiLfV1m7n0WkTAuR9H3nTJsTXamuG1lRcXbt2DUDe24mNWK15/zdSUlJMnVcc7w92ux2RkZGw2/lrBhERkdyECRO8Gm+xWNxeGCYiIirp+Jck6dJbaFHdCiRvm7IViFbfamm/l2G1UVAt3dYIqvV6WXtLqze1/HzqliCewmn5WMU2vXDbh9AaMA6uAej2qga8axNSWNXW4ljp8Wm0CTFTbc3Qmoq7yMhIXLt2DYcOHUKHDh10xx06dEgaXxhcLhdcLheSk5OxcOFCnD59WnOxqF9//RXNmzeH0+lEo0aN8NRTT7F/NRERlRo//vgjLBbPbQOBvMUYGVgTEVFp5L9yKipR8tsKRLyt1bfapRrna1httQqw213KfTf2y8fIA235baMPObdA3Oa+sKN8rPxfcbx6myduY63KX2pdsufSE8FmkT60zqF1PkHWusVlU7Z4kR/vNlZ2DkeQVfr6y8e43bfs/OpxDrvNbRFPxWNzG291WwhUfYxTtd/T9zpRURMTEwNBEDB37lxcvXpVc8zVq1cxd+5cWCwW1K9fv1DmNWXKFDRu3BidOnXCrFmzMG3aNLdAvXv37nj11Vcxe/ZsvP/++wgJCcFzzz2Hn376qVDmSEREVFQIguDxg4iIqLRihTUZMmoFInLYbR77VAsa4ao8wPYlrNbrYy3fpv7cLG96VZupqNa7D70qa805iM+fqrpaq2pajzy0tjjdq57Vt9UV194syiivtgYKvk2IUbU1K62pJOncuTN27tyJS5cu4cEHH8SYMWNw++23o2zZsrh27Rq2bt2K6dOn459//oHFYkGXLl0KZV5Dhw5F7969cfnyZSxZsgTjxo3DRx99hO7du0tjXn31VcUxd955Jx566CFMmzYN9913n1f3d+DAAb/Mm4iIqDC1adMm0FMgIiIq8hhYkxuzrUBcNotb9atW32q9RRa9CavtQS7ptpmg2tf2H2p6bT/E+5WHy0atQfTafXgKrTXHyIN/g/AaMA6w1S1D1MG3ulWIpzYhbmNVQXhhLMrI0JpKg4EDB2L27NlITU1FUlISxo8f7zZGrMqKjo7GwIEDC2VeVatWRdWqVQHkVVIPHjwYkydPVgTWajabDXfffTfef/99/PPPP6hcubLp+2vSpAlCQkLyPW8iItKXnZ3NFwj9LCGB7+4jIiLyhC1BSMHfrUBE6r7VZsNqq1UwFVYbtfQAgKAgl6kPPQWxmKMRddsRvceFG8+b9KEib/Wh1z5Eq2WIulUI4LlNiO5Y1YsYRm1CpM89tAnRGieOlWN7ECqJoqOjMXnyZNhsNqkHptbbh+12OyZPnoyoqKiAzLNJkyY4e/asx3HinM328yQiIiqpcnNzsXXrVqxcuRLHjh0L9HSIiIgChoE1acpPKxCjvtWCRnhqFFbrtQARA12joNpMEK1mdIynNiMe9+v0sjaqBtdaONIomHcLsL3sfS0PrrV6XAPuwbXWWOl8GscD+sG12/eGThht1Ntaq6+14jlgaE0lQLdu3TB79mzUrVvXrcelIAioX78+5syZg65duwZkfi6XC7t370atWrUMxzkcDqxevRrVq1dHpUqVCml2REREgbVx40YMGzYMvXv3xrhx43DhwgUcP34cd955J0aMGIFx48bhvvvuw/jx49nLmoiISqUi2xLkwoULmDRpEn777TcIgoCOHTti4sSJqF69uuFxSUlJeOutt3DkyBFcuXIFYWFhiI2NxRNPPBGwP9yLC3VQ52srEEA/rJYTZMeZCau1qqrl/4q8CaiNBAW5kJurDDPNtPDwNF5ru1EfbHVorW4Xoset97W0Q7sFiJy8XYhRz2qtNiFme1sDvrUJMeptrdcihO1BqCRq164dVq5cif379+PAgQNIS0tDZGQkmjRpgmbNmvlUsbx69WoAN/tDb9q0CeXLl0f58uXRtm1bJCUl4c4778TIkSMxatQoAMCMGTOQkpKCli1bomLFirh8+TK+//577N+/H1OnTpXOvXz5cqxbtw5du3ZF1apVceXKFcyfPx8HDx7EtGnT/PCMEBERFX179uzByJEj4XK5IAgCTp06hePHjyM8PBwXL15UvHtq2bJlaNu2LR544IEAz5qIiKhwFcnAOjMzE0OHDkVwcDAmT54MAJg+fTqGDBmCpUuXIjw8XPfY69evo1y5chg9ejSqVq2K9PR0LFq0CE899RRmzJiBu+66q7AeRrGlrjiVM9MKRK96F7hZQStvP2G1a7T2MAirvQmqvellrRUYG4XWmuG1yV7WWrQWetQcZ9CGxFOY7XJptA7R6DctMgquzS7KaKa3NWB+UUat3tYMram0slgsaN68OZo3b+6X840ePVpx+/XXXwcAtG3bFgkJCRAEAU6nU1Ht1ahRI8ydOxcrVqxAWloaKlWqhLi4OMyfPx+tWrWSxtWsWRNXrlzBe++9h5SUFISGhqJp06aYNWsWOnfu7Jf5ExERFXVff/01nE6nIpg+duyY4rZIEAQsXbqUgTUREZU6RTKwXrhwIRITE7F69WrUqVMHABAXF4eePXtiwYIFGD58uO6xDRo0wDvvvKPY1q1bN/To0QOLFy9mYK3D7EKLedtsimPVrUDE8ab7VtuUPaq9DavVQbWvCy7qBcZmQmujINrtfnQWYPQ0D7Pn1iPep2KbPMD2EFzLF2f0V7W1/L6Mqq3VobV6jHxBRvkc3MfdCMdvBNMMrak4atiwoVfjLRYLDh06ZGrs0aNHDffXrFnTbUyPHj3Qo0cPj+e+7bbbMG/ePFPzICIiKqn2798Pi8WCChUq4N5778X27dul63T79u3x/vvvw+Vy4aWXXsL27dtx/PjxAM+YiIio8BXJHtbr169H8+bNpbAaAGrVqoWWLVti3bp1Xp/PbrcjMjISdnuRzOcDzpuFFsVgUKyuNtsKxGiRRcA4rNbqVy2Sh9W6fZ1vsAe5pA8jeos2eqLVo1qvGlyvn7V6Hp4ekzek59Hm/jzn3bgZXmv1uTbqbw341ttavd1Mb2v1goxyRn2tleOsmuMA9rSmok+svJIvtOjpg4iIiIqGy5cvAwAmTJiAf//73/jkk0+kfcOGDUPFihVRuXJlDBs2DACQlpYWiGkSEREFVJEMrE+cOIHY2Fi37TExMThx4oSpc7hcLjgcDly6dAkff/wxTp8+jUGDBvl7qiWK0UKLZluBqINBLepFFrV6UxstughAsTCiVqgrD6e1QmqjfeI51fQquX1ZgFHr8RpRL7Zo9sPwnPIAW36MieBapLcoI6AMlj0u3qgOlFXV+ur7E8+vPg/A0JpKB4bQRERExVNWVhYAoFq1agCAqlWrSvuioqLcPnc6nYU4OyIioqKhSJYcp6SkKC7WoujoaKSmppo6x5QpUzBnzhwAQHh4OKZNm4YOHTr4dZ4lgb9bgYjbjaqrNcNqdaW1h7BapBVU+0I8ziFr/WG0EKIebxdglI/PTysQ3fnohNZa8wCgbFWiahUibxOi7m1tVbXvULT0kPW2Vo8DjHtbm1mQUa9FiFZfa/dFG61sD0LFzqRJkwI9BSIiIsonrcWRfVkwWe7ChQuYNGkSfvvtNwiCgI4dO2LixImoXr26x2Pj4uI0ty9ZssTrdmRERET5VSQDayD/F+uhQ4eid+/euHz5MpYsWYJx48bho48+Qvfu3b06z4EDB/I1j+JM3d5B3JbfViDyMBqAIrw2G1abDaqtOu8hcOnk2vYgl2Fore5n7csCjHn3L1scUfZcaPWZ9oXHhRtl96E3F2mf1aLb31rsbe3rgozi53o9q80syCjvWV0YofULrzYyfG7N2r17t1/OQ6XP/fffH+gpEBERUT49+uijituCILht80ZmZiaGDh2K4OBgTJ48GQAwffp0DBkyBEuXLkV4eLjHc/Tv3x8DBw5UbKtbt67PcyIiIvJVkQyso6KikJKS4rZdr/JaS9WqVaW3V3Xv3h2DBw/G5MmTvQ6smzRpgpCQEK+OKS48VVfLOew2w1YgavJWD2YWWfQUVutVVWu38/D82OVj1OF1fkNrddW0OrTWOqd0Lo1FE80u5qh8fAaLL2oE6+rtbsE1jKuttRZkdKug1liQUX6MvxZkLOjQulWrVnpPrWm7d+/2y3lKkuzs7FL9AiERERGVLvL2XmKxVn5afi1cuBCJiYlYvXq1tBZUXFwcevbsiQULFmD48OEez1G5cmXcdtttPs+BiIjIX4pkD+uYmBjN1ZBPnjyJmJgYn87ZpEkTnD17Nr9TKzF8WWhRpNUKRF1dLY6TH6O3yKI/wmqr9eaHt7SOUwfh3lY9qyvIPX3u6Vz++hDvV6vHteY29eKQOj2nzfa1BvK3IKOnMVp9rR12m/Q9rH7BRdnyxlxPa/azJiIiIqL8UAfT/lgkef369WjevLkUVgNArVq10LJlS6xbty5f5yYiIipsRbLCOj4+Hu+99x4SExNRq1YtAMC5c+ewZ88ejBs3zuvzuVwu7N69WzoX3eTtQou+tgIBlK0/AI0wVD7OIKxWB9Va7Hb9XtYOh/ZBVquy2tqo0tpMaxCjSmsAihYhIn/2r9ai135EUV2tqv4WH4eit7XJSmv551otQuT71S1CpLEmWoR409daXUGtHKNfaS3HftZERERE5IuCWovixIkT6NGjh9v2mJgYrF692tQ5vvvuO8yePRs2mw3NmzfHCy+8gNatW/t7qkRERB4VycD6oYcewvz58zFy5EiMHj0aFosF06dPR9WqVRU9tZKSknDnnXdi5MiRGDVqFABgxowZSElJQcuWLVGxYkVcvnwZ33//Pfbv34+pU6cG6iEVKflZaFHcr15oUc2oFQggC5/tsvYgNkEzrDaqqpYzCqn1xqnDa0+htVx+Qmv141KH2f5m1H5EEUbL5uZraA3oL8YIKFuEqENr3bFetgjx1NfaKIzWC625CCMRERER5VdBrUWh1z4zOjoaqampHo/v27cvunfvjsqVKyMpKQmzZ8/G0KFDMWfOHLRr164gpkxERKSrSAbW4eHhmDt3LiZNmoTx48dDEAR06NABEydOREREhDROEAQ4nU7F26caNWqEuXPnYsWKFUhLS0OlSpUQFxeH+fPns2esF/JbXS0fY9QKRNrmRVjta1CtRTxWHlwbhda+LMKoDq0B/T7SBcFTJbfmQotwn6vZ0BowXowR0O9rbTQWcF+QMT99rX3pac3QmoiIiIiKKrEXti+mTJkifd66dWv06NED9957Lz788EN8++23Xp2L65IQEVF+FcnAGgCqV6+OGTNmGI6pWbMmjh49qtjWo0cPzbdCUR5vq6sFVUgtX2jRl1Ygen2rfQmrjYJqrcUYAehWS9vtLp9Daz16obW4Dyj4FiDy+xLJA2zDKmrZ8fkJrQHjxRgB+K1FiD9Da8VzxtCaiIiIiIqwqKgopKSkuG3Xq7z2pEyZMujatSu+//57r49t0qQJQkJCvD6OiIjMyc7OLvEvDhbJRRepYPi60KJYXa0Orz252QpEu2+1mbDaHuQyFVaL4+TjtRiNsdtdivMaLeAoD4GDDBZoVHwuW/hQvr8gPzzN3eMiizqPQ7FNZyFGwNxijPLvO90FO8XzaZwDuBlcK86nsxijdIzOQow39yu/AeTjnHb+6CQiIiKioiMmJgbHjx93237y5EnExMT4dE5BEPJVtU1EROQrpi6lkNFCi3JiKxA5s9XV6lYggHvfaj1GiyuqQ2VPAbURo+Bafb/q+cjnCWiH1uo2KNK+G8G1OrwuCHrhtXp+in06obXhGC9Da/Xngka4LA+l1SG31jnkfdW1gm1/hNZy8tDa04tBREREREQFKT4+Hvv27UNiYqK07dy5c9izZw/i4+O9Pl96ejo2btyI5s2b+3OaREREpjCwLiV8ra4GbvaqNlpo0ZtWIFr7gLzQ11NYLcpPUK1WUKG1er9mcCwLr/35oUUvuFbPU5yX0WPRGwP4N7TWG69XSa0VWsvH5De0Vr+AI8fQmoiIiIgC5aGHHkKNGjUwcuRIrF27FuvWrcPIkSNRtWpVDBw4UBqXlJSERo0aYebMmdK22bNn45VXXsGyZcuwfft2/Pjjj3jkkUdw+fJljBkzJgCPhoiISrsi28OaCoZRdXV+FlpUj8lrBSILfU32rQbMhdV6PFVvy/tUK467cU55j2t5X2t5T2t5P2s19SKMeceqFi+UBb8F1cNaHibLe2eL96/Vo1qrN7eZft3qftaAsoe0SN3TGoBxr2ovFmSU7/fU19qXntZchJGIiIiIirLw8HDMnTsXkyZNwvjx4yEIAjp06ICJEyciIiJCGicIApxOJwTh5u/q9erVwy+//IJffvkF6enpKFOmDFq0aIG3334bzZo1C8TDISKiUo6BdSlgtroagFt1tbhfq7pad6FFWSsQrdYYZhZZzLud96+nsNpTSK011ii49ja0Voe6WqG1OA6AW1jsb26hs0Z4bSa01lqE0e04nUUYAc+htXpMQSzIGIjQmoiIiIgoEKpXr44ZM2YYjqlZsyaOHj2q2BYfH+9T2xAiIqKCwpYgpYi/q6u1uG6E1XqtQNS0Flm0Wt3Daq0WIOp+1t4wOlbrfkR67UHUjy8oyKXZIkQc62lhxPwwe25f79tjz2udlh8iwWZxaxHi7wUZRfLFGNXHaLUHkcYYtP7whK1BiIiIiIiIiIh8x8C6hCvM6uqbrUBUCwzqtALRC6tF8rBaLj9BtZreuYzajhiF1t4E1+rj8vuhd27FbYOFHrX6WZtZgFH7ZMahNaDsa60e5+2CjOqxvobWev8HpHPpvMjjNFickYiIiIiIiIiIzGNLkFKioKqrtRZaFP/11ApEPl4e/Bq1ADFbFa1Hr/e0vPWH/JzieK39WuMA7b7PYmit1SrEX7RajmjNR2zjoTdXn+5bo32Ip/YgwM3QOj+9rbXGmmkPIpK39wA8twYxg72siYiIKNA27E7EvFWHcTk5ExXLhWFIr4bo1qpWoKdFRERE5BHLAkswf1dXqxdadKuIvVFdrdcKRN23Wh1WW636YbVWJbTYJsRsWC0/RnOfh0prvdYg6nF5+/VboJipus4PrYrr/LQe0arK1jqfZjW26nvEH9XW8jYhemPNVFqr56L1/0GrNQirrImIiKio27A7ETMX7cOl5EwIAC4lZ2Lmon3YsDsx0FMjIiIi8ogJSyngr+pq9Ta9hRYB7VYgInlYKw+r5fSCYnGfNyG1Fr1z+Du0NgqK5eF1QYTYRvetaNuiUfGuGUh7EYLrhdaAcYsQM72tAWiG1uoWId6E1kb9rNX3CZgLrdnLmoiIiAJl3qrDyM51KrZl5zoxb9XhAM2IiIiIyDy2BCmh/FldLW8FIlZXy2kttAhotwKR961Wh9V2u/bCitLnBoFuqPtDkGQ59fep23mI96nX/kO932oFXLJpaZ3Pm7YbnkLr/LQU8Vf7D8P70Gs3In7PuNxbf6h5ahMiHiO1/pC17pC3CNFrD6ImHWOiNQgRERFRcXA5OdOr7URERERFCSusSzij6mo5o+pqNbMLLco/16rizfs871+3KmpVCxCtsDrUdvPDiKdxZiqtjYJ0T5XWeWOMq63N8rYa2x/36e351dXbbtXWXrQJUVdcq4+RV1qrW4ToVVprLcKouF8fqqz1sMqaiIiIAqFiuTCvthMREREVJQysSyF5yGdUXa1eaFGruhpQtpGw3+hNra60Btz7VqvDajHoVQfV6gDYTEitR+/Ywgit88a5B/i+Kuhe2FrMzttqE3TbjuRt8C641hqnDqTlPI0x2xrEqJe14v7Yy5qIiIiKkCG9GiIkSPlLb0iQDUN6NQzQjIiIiIjMY7JSAolVnfmtrtYcp1NdbdQKBPA9rJbLT1CtVlihtVEbE0WP73wE2IURWmstvCjt86JXtq/BtVG1NeDe01qPp+9xM4wqsImIiIiKgm6tamHUg81RqVwYLAAqlQvDqAebo1urWoGeGhEREZFH7GFdSukFe0bV1dIYDwstyj+X960GfAur/RVSq4Xa3Ptba/WgVjMao+5pnZuegROzZqHusCcRFFHG8Lzic1fQfaYLglF/bDG0lve2Fnnb41qwWRS9rTX7Vd/oOe2pn7UjyAp7rsttuze9rB12K+yOvC+4Xq/rof0SMHfJYM9PIhEREZEfdWtViwE1ERERFUussC5h9HrmitXV6sUWBVUYrUceXgPuCy2qW4Fo9a2Wh9D+CKuDreY+jJiptFZXWbuNV+2XV1r/s+FXZCYl4cqWX40nojjePy1DCore3DzNWWwT4m2PazVvKq3V+72Rn0pqtgUhIiIiIiIiIvINU5USSt0ORE5z242KaqPq6vy0AhFDYKtVP6xWt9DQCpPNBtHeHONLBbdRqw8g73Hmpmfg0m9bkTBvHi7/9huE7DSv7kMe5Doy0nH8kw/gyEj3frIe+LOi22zYrg6vjYJrrTYhvrYH8bQAo9lgm21BiIiIiIiIiIgKBgPrUkSrutoTcaFFdZCn1QrEqG913jHGYbVIq1e1tyG1HrOhdX6rrIG86uo+fXqjY8eO6N27F/7esMFjX2s18fm7vPlXZJ8/h8ubzVdqq8mDabE9hzcMF1FUj/WiStxjcH2DmdBaiy9V1t4svqjXG56IiIiIiIiIiLzHpKUEMbPYojpwExdb1KuuBm5WuGpVVytagaj6VqsXWTQbVstpBdVBVvMfWvwVWhvtF6urx40ZCwAYN2YsLv/2G3LTMzSPNeLMTMOVbVuQMG8ermzb4lWVdUH2wzZVSe3FopK6wbXJ0Fq+35cqa38w016HiIiIiIiIiIj0MbAuJdTV1WaI1dWAcqFFeUgNKENJvUUWfQ2r5YxCaD3ehtb+8vevedXVtWrlLXRTu3ZtqcraW5c3/Yo+vfvkVWr36p2vKmtPPAXc8iprwMtKap3+5kb34U1obVRJbaa62tu2IERERERERERE5H8MrEsIT4stAsrqT3GxRaPqar2FFkVWmwC73eXWCgSArPrac1itbgGirqr2FFQH2W5+aO73IuhWh+Y5aRnY9dYnyEnLMHcC5FVX/7PlZnW1SF1lbepcGem4/PtveHHsGADAi2PHuFVZ5+Z6fnD5bQcipw6tAd8WijQ6Rl1tnfeJuRYgIq2WN760BfHm/Hr0/n8SFSUXL17Em2++iYEDB6J58+aIi4vDuXPnPB6XlJSEZ599Ft27d0ezZs3Qrl07DB48GBs3bnQb63K58NlnnyE+Ph5NmzZF3759sWbNmoJ4OERERERERFRMMbAuYbQWW/S2utrMQotarUAA5SKLZsNqOaOgWh5M64XURuG1OrQ2U2Wd9MsmpJ89j8Q1mz0PvkFdXS3ypcparK5WVGqbrLI20w7E15YhWqE1YL6KWusYo/vRCq3l1FXWckZtQQqSk72tqZg5c+YMVq1ahaioKLRu3dr0cdevX0e5cuUwevRofP7553j77bcRHh6Op556Cj///LNi7PTp0zFjxgwMGjQIX3zxBW677TaMHj1aM9wmIiIiIiKi0ske6AlQ4fNUXS2NkYd6qlYgRn2rxbBaZCasVgfVcnqV056Ix+U6lefOlbWPDrYCOTrtpHPSMpC4bjsS5s3D0BGPo1bPzgiOjIDDcXOC9iAXHLIKZ6m6+pdfNM85bsxY9LjrLlTp1g2WkEjD+UvV1apzvTh2DOLvugsVO3eHEByleayiotqP1dVy8tBa77xaQbReSC6OVe+32gS4nHnV/S5X3gsncAl5Ff8u7aBb3CdYLbDcGKM1XtzmCLLCnqv9jSCew2G3we5wwmWzwOr0rpqcqDho06YNtm7dCgBYtGgRtmzZYuq4Bg0a4J133lFs69atG3r06IHFixfjrrvuAgBcuXIFs2fPxlNPPYURI0YAANq3b48zZ87g/fffR9euXf34aIiooG3YnYh5qw7jcnImKpYLw5BeDdGtVS3PBxIRERERecASwBLA7GKLnqqrxfYfYpgtr65W9Ku2CW7BtVZYbbe7vAqr9SqqRWLrEE8fat4G3uI5zqzcgj69e9/oHd3LVJX1pY3rNaurRd5UWV/auEFRXa04R6/e+Gej53PkhzctPsQWHvIPo/MaVlVrbDc6HxH5h9Xqv18J7HY7IiMjYbfffF188+bNyM3NRd++fRVj+/bti2PHjiExMdFv909EBWvD7kTMXLQPl5IzIQC4lJyJmYv2YcNu/j8mIiIiovxjYF3CqVsfGFVXAzcXWlSE1XbcDKk1+labCavtQXkf8lBZ3qtaL6g2CqL1eBpvpp+1WF0t9qEeN2Yskn7dZtjLOjc9Axc3/e7Wu1pt3JixuPTbb8iV9aHWuv8r27ZIvavVXhw7Bsk7Nit6WYvMVlebaQfibV9qxbEmQmxvQmvFdo2WHkZtQeS4qCJRwXC5XHA4HLh06RI+/vhjnD59GoMGDZL2nzhxAsHBwahTp47iuAYNGgAATp48WajzJSLfzVt1GNnyt7AByM51Yt6qwwGaERERERGVJAysizn1Ym6eqqvFsBoAHDeSW62FFiUGfavtdpcirBZJAbXdpQiuPVVVawXV+RFqA7JSM7Bywv/gzNAPmrV6WYvV1cre0e5V1vJ2IBfWbUDXrl0QHh6OK1eu6H5ERESgW5euuLxpg+Z8XC4LLm/+VbO6WiRWWSdvXe92rNbnAOC4no5zX06B43q6z72r80srvNartlZv0wq8zYbPnhZQFBVGb2uikmrKlClo3LgxOnXqhFmzZmHatGno0KGDtD8lJQVRUVGwWJT/z6KjowEA165dK8zpElE+XE7O9Go7EREREZE32MO6hNBa4E2rulr9uUv2r1YrEL2+1WKLDzlxkUUxrAY8twAB3Nt++NOxZVtw9a8LOLR0C1o+1lPqZ63uZS2XfaO6eu7Pyt7R48aMRY+ed6HaHV0RXCbC7biMs+ew8cw5tO/UydTcImoqw2gxRHZkpOdVV+v0wRaJvazLdYyHPaKMYVjtclqQum0tcv9OROq2tSjb7X5TcwT0e0vnlxhAi5XfUo9qE/MxtaCkQY9rfx/rsFthd+h8QxGVEkOHDkXv3r1x+fJlLFmyBOPGjcNHH32E7t27AwAEQXALq8Xtvjhw4EC+5ktEvosKtyHlulNz++7duwMwIyIiIiIqSRhYlyBG1dWeFlrUawUCKPtWiwE2ALdWIJ7Caq2FFeUV1Xoi7PphRoZDP7jMTM3AodV5iyYOG/E4GvXtBFuEe9Cs9tdyZXW1SKyy3vvzJtTr38vtuAbPPqu47dLIL+UV2cqxNx/H5c2/oluXrlKlth6xUvuP39aj4h33aZ4LyAuEHdfTkbp7ExLmzcOQ4Y8jsu2dsIWX0T23Fk/tQXwNtMVFFcX7kJ/HbDhNRIFXtWpVVK1aFQDQvXt3DB48GJMnT5YC6+joaKSkpLgF16mpqQCAsmXLenV/TZo0QUhIiH8mT0ReeQJ5PazlbUFCgmx4ol9ztOLCiyVKdnY2XyAkIiKiQsfAuhhTL7YoZ7a1gboViNgHOK8ViMu9b7XOIotmw2qzQbVRSK03Th1e/7lkC3qLiyb27oVDS7eg6SM9Dc+XnZaB02u3Y/bP2tXNYpV1jbu6aFZZi3wNqwEgKykRG8+dvVGpbfx1FACEVb/5h6FWWA0AqdvWok+fPjeei97YvH0tynXvZ3hubxkF2gUSOlstgI8V1ERU8Jo0aYK5c+dKtxs0aICcnBycPXtW0cf6xIkTAID69esX+hyJyDfdboTS81YdxuXkTFQsF4YhvRpK24mIiIiI8oOBdQnja3W1GFwDgMtulSqpxRBaXl1tJqzW7VdtEFSbDan1RNgFKbQWq6s/WpMXPP9r9Fjc0fMuj1XWfy3fgt593KurRfIq61r39pG2OxzG7eC1wmq9ELfuiJHI1Qm39Y7VOpcYVovV1S+uzXsuXhw7BivvvAtR7e7wusraV57aisirrA3PY3IcEQWWy+XC7t27FT9LO3fujKCgICxbtgyjRo2Sti9duhSxsbG6P3eJqGjq1qoWA2oiIiIiKhAMrIspdXW1fFE5T9XVHluBWLUXWfQ2rDZbVZ3foFp9rgyHRaquViya6KHK2lN1tUissq7avRuCNKqs1dXV6rDaqNrYn0G1SKyuVj4XBVNl7YmZFh/FvQ2Iy2aB1cnKbyqeVq9eDeBmf+hNmzahfPnyKF++PNq2bYukpCTceeedGDlypBQ6z5gxAykpKWjZsiUqVqyIy5cv4/vvv8f+/fsxdepU6dwVKlTAsGHD8NlnnyEiIgKNGjXCypUrsW3bNnzyySeF/2CJiIiIiIioSGJgXYKYra4GtFuBiH2rxXDaar3RCuRGS5D8htVmg2pvFl7Mcl/vB9br6YrqapFYZd2gTyeERrkHzX8t34KuXbqY6h3dtUsXHFm3EXXu662orpaH1d5UVXsbVOtuU4XV6upqkS9V1p56WOtRz1MvkNarni7uATZRcTJ69GjF7ddffx0A0LZtWyQkJEAQBDidTsVCiY0aNcLcuXOxYsUKpKWloVKlSoiLi8P8+fPRqlUrxfnGjh2L8PBwzJs3D5cuXUK9evXw4YcfIj4+vuAfHBERERERERULDKyLIU/V1fLb3rQCEftWiyG1vH+1r2G1VlW1VlDtTUitPk4dWu9abLBoYu9eOLp8C5o/6l5lnXIqCRv/SkKHzp083q8AILJ2TcU2rb7Vyv3uoas/KqoB96BalPL7OkV1tchMlbWvAbXWecyG1v5kLYT+1oLVAgv7aFMJcvToUcP9NWvWdBvTo0cP9OjRw9T5bTYbRo4ciZEjR/o8RyIiItJ24cIFTJo0Cb/99hsEQUDHjh0xceJEVK9e3eOx2dnZ+PDDD7Fs2TKkpqaiYcOGePHFF9GmTZtCmDkREZESA+tiTgynHXarohWIWF2tptsKRNa3WgypxUDaKKzWWlxRr6paHVT7GlKryUPrzNQM7F+5A9PWaLf1EKus4+7pBJuqnUf7iY8DUAbgYpW0vIpaXjmt17taPsbboNrXamr1WOf1dKTt2ehWXS2SV1lbQiOl7f4Kqv1FN9guBkGx026FzZH3f2RovwTMXTI4wDMiIiIiopIoMzMTQ4cORXBwMCZPngwAmD59OoYMGYKlS5ciPDzc8PiJEydi48aNGD9+PGrVqoX58+djxIgRWLBgARo2bFgYD4GKuH82bsLZhPnIvnwFIRUroPbgQajctUugp0VEJRQD62JGXV2t5mmhRXkrEIfdKrUCUS+yaGaBRb2w2lNVtVFQHWawL1Oj/Yf8nFlO/epqkbzKutHDeVXWOTqV0VotPRT7TbQCUYet3gTV3lZTq8enbl+rWV0tEqusN21fi7Jd7wdQcGG1vyqqfV1wkT2liYiIiKgkW7hwIRITE7F69WrUqVMHABAXF4eePXtiwYIFGD58uO6xR44cwfLly/HOO+9gwIABAIA2bdqgT58+mD59Oj799FOv5nL/B5twNdPD20+peKrRH6hx4/P1mcD6NQGdDlFpVT7MijfvLB/oaRQoBtbFmF51tZxRKxBF32pZWC0ttKhYfFE/rFa3APEmqDYKqI3GaoXXrnTj6mqRWGVdv08nhEQqq6y1emJrVVdrhdWeFlfUCqv9HVKLPFVXi8Qq68g2d5ruZV2acAFFIqLCxwouIiLvrV+/Hs2bN5fCagCoVasWWrZsiXXr1hkG1uvWrUNQUBB69+4tbbPb7ejTpw8+//xz5OTkIDg42PRcfhzbBSEhIb49ECqSdj3xNLIvXXbbHlKpIlrP+iwAMyI9G3YnYt6qw7icnImK5cIwpFdDdGulXcRGgZPfr1N2djYOHDhQgDMMPAbWxYhWdbWnhRZF8rDaabdK+9SLLN4MqAWEhDgLLKyWh89BxoXMCrmum8erQ+vtP3i3aOKx5VvQ9BH3XtaA5+pqkVZY7a+g2tuQWi51+1p07drV3HPRtSt27/wF5XV6WfuL36qsdc5huREse+pdXRi9rYmIyDf/bNyEkx9/Cld2NgAg+9JlnPw4r7KPoTURkb4TJ05orikRExOD1atXezy2Ro0aCAsLczs2NzcXZ86cQYMGDfw6Xypesi9r/02pt50CY8PuRMxctA/ZuXlhyaXkTMxctA8AGFoXIfw6mcPAuphSL7QI5PWtFvdptQJxBFnd+1bbXG5htNgKRC+s9tSvWi+o9jWklguy6ofWF4+fx97jSbi9y81FE42iyXL1ahjszWNUXa21yKKnsFq+32xIbTbklY/LuXgGG/eeRbvbO5s6NqRabVPjCpL42L0JtQs7fHbYbbA7nJqV1w67FfYb/ar1KrPZx5qIyNjZhPlSWC1yZWfjbMJ8BtZERAZSUlIQFRXltj06Ohqpqakej42OjnbbXrZsWWk/lW4hFStoV1hXrBCA2ZCeeasOSyGoKDvXiXmrDjMILUL4dTKHgXUxYaa6GrgZXmu1AtHrWy1VWN/4NyjIheAQp6mwWq+qWiuoVofUITbzYWO2LMgVz5PrUobWj0zKe5ubvK1HhuPmceJ28edCripw1moHInJv9+G+Tx60ehNU+xJSe9pfaeAYw/3a5yzYBRc9hfUej5E/TyaDaoufAm3BavH5XPKFF4mIyBgruIiIfGex+PZuRkEQNI8VBN9+/y3pb1MvjZydOgLLVwK5jpsbg+xwduqI3bt3B25ipHApOVN3O79ORQe/TuYwsC6G1NXVeq1A5CG1um+1PURwW2TRbnf5HFZrVVVrBdXehNRy4nHZPi66pyaG1VoLLmr1qZb2qbZ5E1brhq+qcWa3m90v5ymQdrksBRJae3wMJqur/dFSxN/yE2YTEZESK7iIiHwTFRWlWQmtV3ktFx0djfPnz2seK+73RpMmTdjDuqRp1Qr/1KvHNSaKuEqrrmiGoZXKhaFVq1YBmBFp8cfXqTT0sPaxMQMVJr3qavVCi+pWIADc+lZrLbIoD6vz+lj7FlaH2pRhdZCsZUiITfA5rJaTn0M8tzcLN/pCrxWIp7Da5bIoPoC8YFYeVqv36x2ntV2934yCCHyd19Nxfu57cF5P9+sc8jPXQPWplr/rQY/4/5mIiNzVHjwIVlXIYQ0JQe3BgwI0IyKi4iEmJgbHjx93237y5EnExMR4PDYpKQmZmcoA5eTJkwgKClIs5EilV+WuXdB61me4fcn3aD3rM4bVRdCQXg0REqQMSEKCbBjSq2GAZkRa+HUyh4F1MSOvrhZvi9XVgLIViBhSy/tWw2qRWn9ohdXBIe49rc2G1UBeeCyG1YB2UB1ud5n+0KIVWpuVq9P2Q2wHorfYoi9hteJfWVDtKYxW3/YlmDbi6Xze3lfq9rXI/TsRqdvX+uV8mufQaAcSuFD6Zq94I/L9ThNBNhER5f0xXP+5ZxBSqSJgsSCkUkXUf+4Z/lFMRORBfHw89u3bh8TERGnbuXPnsGfPHsTHxxse26NHD+Tm5ioWZ3Q4HFi5ciU6deqE4ODgAps3EflPt1a1MOrB5qhULgwW5FXsjnqwOfsiFzH8OpnDliBFnLy6WgzAxOpqT61AXFYLnGIfa3GRRdXiimbC6mBxYUUrEHnjdxW9XtXyoFpOL3z2RDzuuqoVR4hNULQHkfeyDrUZ96M2QwyotQJso7BaK6gWufWu9qGns/qcclYvK9jF+9RqAWK2NYjzejrS9mxEwrx5GDL8cUS1uwO28DJu96F3G9BuB6I5zuA5sjjNh9guq0VznCPICnuuS2rxIY4TF1A0av3hbVuQj948hLlL+JYsIiItlbt2YUBNROSlhx56CPPnz8fIkSMxevRoWCwWTJ8+HVWrVsXAgQOlcUlJSbjzzjsxcuRIjBo1CgDQsGFD9O7dG++88w4cDgdq1qyJb7/9FufOncP7778fqIdERD7o1qoWg89igF8nzxhYFwN6Cy2K1K1AxLBa3C6G1vJFFsVAWgyr1e1B5GG1mapqb4JqM61B1L2qw+0ut9A6v7T6VwMafapV1dV5n5sPq/WCWMMqZx96dWsdYybE1gunzYTWqdvXok+fPujYsSN69+6NzdvXolz3ftLx6vPpzTkQvanVwbQvxDBbzmG3wn5jkUX5fi6+SOQf4gJQOTk5AZ4JEVHJJ/6s9XXxPSo84eHhmDt3LiZNmoTx48dDEAR06NABEydOREREhDROEAQ4nU63r+mkSZPwwQcf4MMPP0RqaipuvfVWzJo1C40bNzY9B16jiYgKR2m4PluEkvzo8kFsYB7IBSO8qa522q2KViBicO2wW+EMsioWWQwOdkrhdUiI88a2/IXVRkG1r72rtRZYVIfW4phc180Ka+BmhXWGw6LYlut0X3BR3Q5EXV3tcFh1W4HIw2ozQbXuwopOz+GuGXoBs5ng2iic1trnvJ6OpP+9il/X/oJatWrh7NmziL/zLlR7+i1FlTVgHFar97sF3fLnUxYsy0NmdYW1+K9Y9Wz1tP/Gv/Yb3xwWjfuxOgXFdrvDqTi3/Di7LJiW71cH1nOXDAblKQo/c6l4SEtLw7FjxwI9DSKiUiU2NhaRkZGBngYVcbxGExEVrpJ8fWaFdRHlaaFFT61AxLBasLkvsij2sM5PWC0udKgOq42Cam8rq8Xx8m0FUWltRF5t7UtYrRdU+yugVlOfRwyaxfszCq6NKqq12oeI1dW1auW9jaV27dro3bs3Nu38BWW73q87J09zNjOmoPtX67X40NrOKmuiwhUREYHY2FgEBQXBYin8d2cQEZUmgiAgNzdXUaFLpIfXaCKiwlEars8MrIuBvGpqq+K2+K+6FYhYUa3oW21zaS6y6G1YbdQCRC+o1gqpw1RtQjJlobBWSK3uV10Q9KqrgbxWIL6G1YbVwh54GmOmx7Q6aPYUXBv1tZbvz+tdvQkvrv1Zsf/FsWOw8s67ENnmTtjCy3isKPfUNsSX1ii+ENuCiH2stfape1k77DapylokD7TNhNZD+yWwyprIS1artcRWERARFUWhoaGBngIVE7xGExEVnpJ+fS68UlUyTasVCAC3ViDiNkeQNW+sum+1apFFeVgdHOKE1QqPYXWEXdAMq0NsgltYLd8mfh5md7l9qGntN1udLd8uVn1rEduBiNTtQOS0WoEAnsNq8bb8QzrWaVGMkdM6zmygbXa81ny8Ga+WtuMX9OnTW6quFolV1qk71nodVhcE8f+J9CKPVfmvuF/OcePVGK19bmPtNsX5zR4nJ/5/JyIiIiIiIiIiBtZFllYrEHXfateNsNolLrIoawkiX2RRCqVVYXVomMNjWA3o96sOt7sQbndJ4bT8Qy+cNkMvtBZpLeToD4r2HxqtQADjsFq+XbFPI6j2Jpg2y8w5tUJ0s+eUV1en792EF8eO0TzmxbFjkLF3I5zX093PZxBWe6yu9qINiMvL0NjTMS5V8K0VSstDa5HWOyMA5f9vIiIiIiIiIiK6ialJESOvttQKwMTt6n7VYlW1Xt9qe1BeWG21Cl6H1WE2ICoIKBOkXVUt/1cdVIfZXKY/5HLT0/HqiFnIScuQthn1wA4y+Z2cq5F1ywNpOa3qavFzo7Ba2q4Kqj0FytIxJj48MbwfnepvM1wuy43e1e7V1aK8KuteSN/1i+Z9mAmrze5zG2siqPa1ylovtBarrOXkx5kJrVllTURERERERESUh4F1EaLVCkSruhqAom+1S9pvlfpWW23KsDovqBYQHHKz2tpsWG2mqloeVOuF0J7Ij1ky73ecPnIRK+Zv1Qyq/VFlrdcORF1drW4FIjIMqzWCajWtEFqvPYhuixEPYbOn4Fo9H0+c19OR8cdG3epqkbzKWn7ewmgDoqZuCyKnDq3lgbdRaxD1uTy1BtELreUYWhMRERERERERMbAu0sSwOu9z/VYgYg9raZHFIGUobbUKCAlx3gyrg3wPqwF4DKpFWv2rzfS0zklLx+rvd2PevHn4+YedSLt23a2SOz9ytKqsHaowWjVG3QrEU1h98zzuobC6+toffat9Da6NgnAt6Tt/QdeuXRAeHo4rV67ofkRERKBr1y5I2yGrsjYZnIvz8IYgC4HVFdSAfi9rxTlMhNbq45ShtPnQWqRuDcLQmoiIiIiIiIhKO3ugJ0B59BZaBGQhm04rEHXfavUiiyEhTuV2u0vqS60Oq436VctDY3XbD+lzHyqfxWMyb4TG38/dht69e6Njx47o3as3Vn/7Gx589k6vz2uGvB2IujWIvLoa8C6s1qtedgtnvejLrGB1P5/VKkj3Y9UJ9l0uC6xW933ieeT71KGx1SbA8fcZbNx3Bu1u72xqmiFV6wSkqlrkslpgVT3HLpsFVqcg7ZOPEawWWFTbHEFW2HNdbvvE84jbgbzQ2u5wSvvk59SaA5D3f97mKJi+7ERERERERERExQ0D6yLE40KLN8JpsRWIw2417lt9Y5FFe5ALwcEuRWgNABF2z2G1Vq9qeUW1SB1UB5voJZyjCvHC7C5cvJyF5Qt3Y83qtQCA0S+MRc9ed+LuR25HZNlwZGtU3obYBM3tcrka7T9E6sUWXS7thRbVzITVmkG1TkitDlal4VrPpXysKrz2FFxrhdPqfVr7XU4Lyg0YqzlHPZ7Cal/DbK0gWrBZYLkRAsv3i5/Lg+NAhdYOuxX2G+G0Xmg9tF8C5i4Z7NPzQkRERERERERU3LElSBGgXmhRM6y23QyrxWpqqeJa3gpEtchicIgTVisU26VWIF6E1SE2AWVDnHltPGStP+RtPYKtFukDAGxWu+6H1ngAWJLwO3r37iMt6Fe7dm2pylqkblGiJ8ORd16xV7V8wUWt/tVqLpdFtxWIp7DabdFFl3DzA3nhtPpDj8exsvPK5yqfh97j87TYoTftSrw9xuuw2sSLIIrzG7T9ANzbg2i2EDHRHkS9CCOg3R7k5j4uwkgUCBcvXsSbb76JgQMHonnz5oiLi8O5c+cCPS2SWb16NZ5//nl0794dzZo1Q8+ePTF16lSkp6cHemoks3nzZgwZMgS33347mjRpgi5dumD06NE4ceJEoKdGBkaMGIG4uDh88MEHgZ4KkQKvz0Ufr8/FA6/PxROvz/oYWAeYUSsQkRhMA3khmdNulfpWO28E2OqwOiTEeWOhRSA0zOEWVocHaYfVZYIEKaxW96rOG6MfVGuF0nrUY4KtFqQkX8eS7/Zg9AvKKt7RL4zFqkW7kHbtupfPrjt5/2p1OxCt6mrAXFit3iYepxdS51dhBtfqcWYWhTRzLp/IA2etQNpm0e1nrV5gEdAOrb1ZiNGb0NrMIowMrYkKzpkzZ7Bq1SpERUWhdevWgZ4OaZgzZw6sVivGjh2LWbNm4ZFHHsG3336Lxx9/HC714hIUMCkpKWjcuDFeffVVzJkzB//6179w4sQJPPTQQ0hKSgr09EjD8uXLcfTo0UBPg0gTr89FH6/PxQOvz8UPr8/G2BKkCPC2FYhb3+oQwW2RRatVuLnIoomwOirIuF+1PKgWySupRXZLsKnH7BByFMc6XQ4snLtDUV0tEqusV8zfivufKZhe1mqmAlyne0ir2CYLj82G1BanAJcVELIz4LyeAldWGlyZ6XBlpcOVnQEhJxOunCwIuZkQHLmwl6uGqLb3593dja9H5tHtyNi3BhaLFbBYAJsdVnsQLPYgWOzBsIaEwhIcBmtwGIIqVENYTEvFY9ZqFeJPZp5bq03W1sQqKI+xWqTnVqs1CGCuPQiAvPYesvYgABQtQuQtQMR9Wu1BFHO/cV7AvT2IsnWIdnsQObYHIfKfNm3aYOvWrQCARYsWYcuWLQGeEal9+umnKF++vHS7bdu2KFu2LP79739j+/bt6NChQwBnR6J77rkH99xzj2Jbs2bN0KtXL6xZswaPP/54gGZGWlJTUzFp0iRMmDAB48aNC/R0iNzw+lz08fpcPPD6XLzw+uwZA+sA0moFIpK3AgEgVVS7pDDbvW+11SpoL7IobwNiNRdW61VVA+5BtdmQWk48Rgyu01Jy8MO3N3tXq4m9rPsM6ojgyAiv70+PvH+1Wu6NRRe1qqt124CowmrNMFVwwZVyFY6UvyE4cxBW5zbF/ut/rse1zfNMzT+4WixwI7CWQtmMZOReOG7q+NBbmkuBtShlxxqk7V4DW5lysEdXgD2qYt6/ZavAXq4y7FEVYbH69uYMbyqrvQmtAffnWh1ai2Pkn0uh843/Z+q+1sDNt6HIe1erQ2vxPqS+1vA+tBZxEUaigmH18ecWFR75H8Oipk2bAgD+/vvvwp4OeaFs2bIAALudf1oUNVOmTEFMTAzuuece/kFMRRKvz0Ufr8/FF6/PRRevz57xuzZA9FqByENqqUe1rJpaDK7FvtXBQU63vtXyRRZDwxyKsDoyOC+sFvkSVmsF1Xard6G1w5WjOEfC7HXoo1FdLVJXWZtZaFGPun+1uh2IUdW07r8aYbXF6YQj5RJyr5xF7tUkOK6eh+NqEnJTLgJOR97jj6riFljbwqNNPxbBmeu+0Yu3ZVlDI922OVKvwJl2Fc60q8i5cFLjIBuCylVBUIXqCI9tjYhG7U3dl1FY7cxMx7WlH6Fs3xdgCyujPVeD0BrQX4gRgN+rrcXQGgDsN5qjuy3GCHOhtTR/LsJIRORmx44dAID69esHeCak5nQ64XQ6cf78eUydOhWVKlVCnz59Aj0tktm1axeWLFmCn376KdBTIaIShtfnoovX56KP12dzGFgXET61ApFVVYt9q9WLLKrDalGozVxY7e+gWn2cw5WDa8kZ+OHbXVi9+hfDY0a/MBY9774Ldzx8OyLLhvt0vyJ1n2o1+WKLIs0e1ZCF1TcCSOc/Z3Bt0zzkXk6EkJtlPI+MK7A4nXntO26wh0XDEhQKW3g0rKGRsIZFwhpaBtaQCFiDw2AJCoM1KAQWewisZdzD7fAG7RBc+RZAcMFlEQCnA4IzF4IjN+/f3Ey4cjIhZGciuGq9m1XMN74XnBnXDOcMlxO5V84j98p52MpVg7rePePoTgg5WQiudgtsZaubqsbO3LMGrktnkbl3Dcp0HCBtF+ckr7QGZF8X680XCVyZabi2+iNE3f0C7CHK0FseXBtVWwOAGPerq621QmsAmi1CtEJrNXG8XmsQhtZEVNr9/fff+Oijj9CxY0epkouKjgcffBAHDx4EANSpUwdz585FhQoVAjwrEuXm5uK1117D448/jltuuSXQ0yGiEoTX56KN1+eijddn8xhYB4CnhRb1WoE4g6yarUDkfavViywCeWF10I32H2IrkDCbflhtpqpaHVR70xZEbAMinmfu7DXo3KULwsPDceXKFd3jIiIi0KVLF6z+disefPYO0/eX6wRyNYqOjdqBAMoqanUrEGdOLnIunkLWuRMIb9EbFmveE2x1CRBCyyDHQ0sOa2gk7NFVEBRVGYIzFxZ7iLQvuNItqDX8f9pz0lhoEDcCTjGUtUWUgy2inPFx8oUHXTeql2+EwuXvfgKuzg/AkXoVzrQreRXXKZfguPY3cpP/hisjRTo2qEJ1t8rp1F0/Iycp7/FbgkIRXL0+Qmo0QEiNWARXi4E1OEQx3pmZjsw/NyAhYR4GDx+BsBY93aqs9YLrvPlbAKsFWX/+DOHyWWTt/xnh7fJCb6OKa7NtQtTE7xop2Nbpa60OrdVV1oDn0FqOoTURlSYZGRl49tlnYbPZMGnSpEBPhzRMmTIF6enpSExMxJw5czB8+HB88803qFmzZqCnRgC++OILZGVl4dlnnw30VIioBOH1uejj9blo4/XZPAbWAWK00CIAzVYgLqtFuxWIum+1apHFIJuyb3WYDSgT5Dms9hRUq0NqmyVI//EKN1tX2C3BitD68J8XcPDgOXTt1kl2xM3ATpA+zQsQ691a3eipdWv5IcrRCq012oHIq6vFgFRwOZF17jSunzqCzNOHkZV0ArjRjiO4VlMEVawjhaO2MuVhjSgLV8Y1WEMjEVSxNoLL1URQueoIKlcDQWWrwRqSVyEuBarqKlxB2XtZJA9g1fssTkEKZNXkbTAU92e9GcpLIbA1FNbIqggtW0XzXK6cTDiuXkTulSSE1LpVOW2nA7l/n7l5OzcL2WcOIvvMwRvntiG4Wn2E1m6IkNqNEFI9Bpl71qBPn97o2LEj+vTuhfWqKmvF47DJHr8svHZmpiH74K9S6B16W09YQ8ooniP5c+cxuL4xTt0mxFOLEK3QGpAH0+6htUgrtGY/ayIqjbKzs/Hss8/i3LlzSEhIQNWqVQM9JdIgvg28efPm6NKlC+Lj4/H555/jjTfeCPDM6Pz58/j000/x1ltvIScnBzk5N3/vzsnJQWpqKiIiImCz2QI4SyIqbnh9Lh54fS66eH32DgPrQqa10KJbKxCb51YgRn2r5WF1eJB7WH2j9a5mWK1XVa0XVKtD6iBrqNtjznVlKcY5hVxFaD0r4SkAN/taO4QcOF15PZ5zXAIyb1RCZzpv/OuwIlsnlFbTC689cbksyE29hrQjB5B24iCu/3UYrqzrmmNzko4iqGIdxbaKPUfDFlEO1vBo2FRZtNUluAfUOowCarcQGjd7NRsF14rzuARFaA3I2m6oWoVI5wgOQ3DVegiuWs/t/ILTiaj2fZFz8S9kXzipqMa+cVLkJB1DTtIx4PefUOnBccj6cwNe+uBnAMCLY8dgxZ09Naus3R6LbF4ZfyhD77X71iC8/QOKx6m1OKNRcK3VJkRx/yZDawCKvtX5WYSRVdZEVNLl5ubi+eefx59//okvv/wScXFxgZ4SmRAVFYXatWvj7NmzgZ4KAUhMTER2djZeeuklt31z5szBnDlzsGTJEjRs2DAAsyOi4ojX5+KJ1+eihddn7zCwDgC9ViDAzYUW5a1AxGDbGWSFPURw61sttgLR6lutFVaH2ARTYbW6qlq8LQ+ftQJqNfkYMbwWQ2tA2SJEZLPapdA6zO6SQuv8MhtgJy6cjWt/7DAcYytbFcHV42CvUEsRglqcAoIr18vbJst61e0pvKUXXnsbXJuptgY8B9eacwwOQVT7e/PuWxDgTL2C7PPHkX0uL6TOvXzu5tjQCDjOHUWfPr2lxTajoqJQt1ZNnN/0HcrePRwWi/simGrOzHRkHdiAlz5Uh953wRYWKbUMER+r1nOnFVzLx8jbhFhVY8SWH/4KrUXsZ01EpY3L5cKLL76I33//HZ9//jluu+22QE+JTLp8+TJOnTqFe++9N9BTIQANGzbEvHnz3LYPGTIEffv2xQMPPIDatWsHYGZEVBzx+lx88fpctPD67B0G1oVIXl0NGC+0KG8F4rzRtxpWC6xWl2KxRatVQHCIS9G3Wr7IYkGE1VohtcWlnQQLVuVbGYKsoYrQWs5uDYbDlePWMkQUZnNJVdaicLsL170Ms+ULLgqCgNyMDNjCIhTtQOzR7osS2CLLI7ROY4TUbojgGo1gCa8AuAS3sBpQhstaQbXeQnxaBKuJ0Bka1dPIf5sQwLfgGgAsFgvs0RURXK4CIhu3BwA4r6ci6+wRZJ09DFgsyPpzE168UV0NAOvXr8eRw4cAABmn/kR4XFuE39oGIdXrKxamlM9PbCkiht61a9fOay2y3721iAvK6nJ11bVhcC2dQ2NBRvgvtDbTz5qIfLN69WoAwIEDBwAAmzZtQvny5VG+fHm0bds2kFMjAK+//jpWr16NZ555BmFhYfjjjz+kfVWrVuVbj4uI5557Do0aNUJcXBzKlCmD06dP46uvvoLNZsPw4cMDPT1CXgFAu3btNPdVr15ddx9RoPD6XLTx+lw88Ppc9PH67B0G1oXM00KLvrQCUfetFsNqOW/DajNBtV5IrTdGDK/lobVIK6AW55STz8pkLSmJl3Fx225c+H0vgqOjcetzY6V9LpcFkQ1vw+XNPyOsdgOE12+G0LrNYCtfA4JglRZeVLf1sGgEi+qw2pugWusYdXitDp393SYkv+SLIwKALTwKEbe2RcStbZG25QfEy4JmAPj555vhtTP9GtJ2/4y03T/DFlkeEQ3bIaJRBwRVqgWLxXKjd3W6oqWISK+1iNV2c3FJeXgtX0ARcA+u1W1C5E07PIXWcmYDaLYGISoYo0ePVtx+/fXXAQBt27ZFQkKC1iFUiDZv3gwA+PTTT/Hpp58q9o0aNQrPP/98IKZFKs2bN8fq1avx5ZdfIjc3F1WrVkW7du3w1FNPcUEnIvIJr89FG6/PxQOvz1TSWARBYPmehuzsbBw4cABNmjRBSEhIvs8nVleLgbW6utp5Y1HF3BAbXFYLnHYrHEFW5Abb8sKz4LzAOjTMAXuQC2FhDgSHOKW+1aFhDt2+1VFBnsPqMHuQZlW1Oqh2C6lzszw/+CBl0C2vus51ZUmV1mJore5lre5jndfD2oLsG8Hj9Ru3c11ApvNm248MhwVZTiDXCeS6gPSU6zi5aS8SN+5G6qnEmxOyWHDba2/DHlkWueLCi9mAIzMLlpAycLksUlW2uBCjGFgbVVf7I6zWo1V1ra4I1tqmF1prHi+v3lYFz6bag1j1xzgz03Hly4n4de3PisB63bp1WLZsGdasWYPU1FTNY4Mq1kBE49tRpnFHXP9jHeJrRWD6tKlu414Y+y/8ei4TEToLOAI3q8altiN6XzuNr6349bQ6Be3tN/6157rctlmdN8fZHU5pGwDZ9puBtTzkli/CWJJCa3//zCUiIiIiIiKi4okV1oVAL6wG4NYKBIB0W2wF4rJbERzkdGsFotW32tuwWqsFiF5VtRRWq0Nqh3Z1dN4Jg2+OvxFcW1xORbU1XHBrD6Lmax9rweVC0h/HceyXnTi34wBcDveqcFtICDIvnkdkZFkAeeGlxWqBLSwCDofFLdT0NqzWC6rNtnrQqsgXzykPrs20CfHUIsRoQUajANrtXB7GXt+tbOMh6tGjB3r06IHc3Fw8NmQodh49hdzUq3Blpktjci8n4drGhbDabcjcvxEvTvtZfXoAN6usw1vdpaiylvfEVgfvYtW1VsW1W7U1IPW1FscaVVrLtwFgaxAiIiIiIiIiIg3+WcnuhpkzZ2LLli0A8la/3Llzp7Rv+fLlmDBhgj/vrlhx2t2fajHoEv913KiydlktUsW12VYgeoss+hJW2yxBirDa4nLmhdW5WXkfjhzpQ8hKgeDI1P2QxgI3j4d2OxF1hbcesSo8xKDKN8NhwR9LNmPhM5Ox9vVZOLt1nyKstthtqNiiGW59cgTaTHoHkQ0aSf2rpa+PxmJ/Yngt501YbXUK0odZRsdYZBW90nhVmK5VLazVvkRrrLztifz50HoezBKy0/KC5rFjdMcEBQVhyuR3Yc24hlpPvomqA8egTOP2sATlfW9Y7MFARrIi9BYEAX///bd0DrGXdeaeNYpz573YIyhCdatNyPsQt1vzesaL/weBvNBasN28LX+RyaW3XfYCgHyb+H9eq1JezqHxc0P+s0TdF5+IiIiIiIiIqLjzGFgnJydrfq5l5syZUn+jhIQEDBkyRNq3f/9+LFmyxMdpFl/yQEmrFYi6V7XYCsRlzQvHrPabAZs9yIWQEKeiFYi6b7V6kUWRVhsQeb9qeVgdZA1FkDVUN6hWBNIeSGPkwbVKkDVU0c9azma1I9jHfsp/Hz2LtItXFdui69dCo6ED0OXDN9Dk2REo3/w2uHCz/YCi5Yd8m0tZeay1kKKaVlidX0bBtdtYVWit1+bC6Dif5qhTXS1+H2fs+hldu3ZBeHg4rly5ovsRERGBrl27IGPvekTENEOVfk+h7pgPUeneESjbvicyD2xVhN579uxB69at8eSTT2L79u0QBAEvjh2D6/s2wpKbqh1UmwmuoQqevQytgbwXowBlQC2vnHfYbYptmi1fdCrjGVoTERERERERUUnisSXIqFGjpBVFv/zyS8yfP7/AJ1XSaFVXi+TV1ZoLLdoERTW1XiuQIJvyvOpFFvV6Vuv1q5aCakAKqRVyrpt78MHh0rEWe9jN0DooVNEaRGS3BEu9rOWfq4XYBKmHtcvpwj9nr6BczcqKMU16t8fxTX8gKCIMdbq2QvXu7RBetXreQ3JY4TDuQiKF1+ptgH44rBf26oXVZsJhrd7U4vnkIaZemxCt4wuKUVgtcv5zBhv3n0G72zubOmdItdrS8dbQEJS9rSOubfhREXoDwKxZs+ByubBy5UqsXLkSt956KwYPHozOnTthz65fEN3lfs3zq9uduFwWRasQeZsQeYsQ8bZeexAA0gKN6kUYjVqDqHlagJGIiIiIiIiIqCTxGFiPHj0a//3vf2GxWPDaa68VxpxKDG+rq8VWAWJ1tT1EULT9MNsKRN23umyI03RYrehTfSNclsJqsyG1XM51IDhccR4pPpWF1upe1nZrsLT4olyYzYVMZ94LADnZudiw/A+s+nozrqdl4t/fTQCCbrYTqd7kFnR98TFUadkQrqBgZDkBR25eWA3c/FdOqw2ItM+gHYjbdnl1s8YYb6qYtXpTy8+trry1uATd0NpsT2vFOFkva19IYfONELjCQ2MMx5nZ5/j7DDb+cVYKvQVBQE6m8vvzyJEjePnll2GxWBBSsSqiO/QEgsIVc5ETv/ZWq3Dz8xsV1y6nBS5YTIXWABTPt3hbHVAD2r2p1b2stfYREREREREREZVUhoH14MGDYbFYkJiYCIvFgpkzZwIA5s2bp3vMkSNHMH/+fBw5cgQA8M0330AQBOm2WRcuXMCkSZPw22+/QRAEdOzYERMnTkT16tUNj/vzzz+xcOFC7Ny5ExcuXEC5cuXQqlUrjBkzxm2Bt8IgLrSoJgbXgHt1tTPICpfdCrvVKbX9sFoF061A1H2r5bwJq3WDavWii3puLLIoHX8juFacJygU3sq8no2fvt2FpQlbkHL15mJ8u1fvwm33dpRuWywW1L29+f+zd9/hUZRrG8DvmW0pJPQiVSQSQXoVFUFQORQFUUFEQNGjgGDDcvDosRwEUVQU9aACCogF/RAVFaXYwQY2EFGQjgIppGfbzPfHZiYzs7O7s5tNNgn377pykZ2dmX13WRlz75PngVcCPIZiVJ83TNW7pgWIlXYgxurqcGF1RdptaI/VDVYMUW1d0dA67FpMAl9jqGxstWF6HpOQ2spwxybjbjHd7j52GLnfbET+z1sgl5XQy7KM0uN/Ye/Td6Fe78Go1/cCdQijtppaDaY1Fdfa4BqAGloDgdfRLLSWoPk7MQTZ0VZZmw1gVGirrCeNWoFlayZEfN2IiIiIiIiIiKq7sIH1jBkzUFhYiO3bt0MQBFx77bVITU0Ne8Jvv/0W3377rXr7v//9L4BAaCQI1kKxkpISTJo0CU6nE/PmzQMAPPXUU5g4cSLeffddpKSkhDz2gw8+wB9//IEJEybg9NNPx9GjR/Hcc8/h8ssvx5o1a3DKKadYWkNFGfvKGqurAZhWV/vsYvCgRXugd3W4ViBKWF3HEQjAzIYsmoXVSbY0AJoWIKGqqrUhtSdCYO1M0h+jDa7LWoQIAGB3qo+trbIGYNoKpKiwFGte/RZvLtuC/BP6ED25TjIkvz7QKw3urmBKkgR4vWLY6mplP207kFDV1Yp4htVB5zZp9WGsto4mtK7weqIMq8PtH83jGCU3a47kkRPQ5MJLceK7z5DzzUb4iwoAAFJpMXK+eA8nvlmPU296CI70BupxxmBa2WastgbKWoRo/i61obV6rKE1CBBblbUZVlkTERERERERUW0WNrDu06cPHn/8cYwaNQqCIGDbtm2YOXNmyP0jVT9btWrVKhw8eBDr1q1DmzZtAACZmZkYMmQI3njjDbWntpl//vOfaNCggW5bjx49MHjwYKxatQq33GJemVkZQvWuVoJrWRR01dV+uxg0aFG0yZZagQDlQxbN+lY7RcFSWG0pqC417yttypmkr6Q2htZA2Cpru+BESakHy1/+Cq8s/goFefqwvH7jdAwc2x+9hveFLSkJJRZDaoWx0lpp+2HsX23WDkTLrLra7H6r23VrChEsm7UKiRRahxJLlbUVkcLqaNqARMOeUgeNBgxHg7MvQt5PW5D91Ufw5hwDACQ1P1UNq42PEdS/OkxoHRRSKx8GQP8+iLbKOhRWWRMRVT+ZmZlYuXIlevXqZfmYQYMG4ZZbbsHIkSMrcWVEREQnL16fiWq+iD2s7XY7brrpJgDAK6+8EnbfTZs2xWVRmzZtQteuXdWwGgBatWqFHj16YOPGjWEDa2NYDQAtWrRAgwYNcPTo0bisL5JIvauBQFDlc4hqdbVf833YQYshWoEY+1Ybw2qbWP5XrbQBAUzCam37D29pbCG1sm+SM3C8MbS2yC46sW3bbsy44WVkZxXq7mvSvD4uvmYg+g7tAY/ghNsvwFuFM+iU6morQxbN9omlhzUQoo+1oVo6XGgdjyprYwgdqlo63H5WhjNaeexIRJsdDfv2R4Pe5+DEz98j67P30WjgiKCWH57jB+Cs3wSiPSk4nDaE1lpK4CzbBF3FvTJsEYi+ylppCxKulzURERERERERUW0VupFvmVtuuQUNGzZEw4YN1erkwsJCFBYWQpYrJ0TZvXs32rdvH7Q9IyMDu3fvjvp8e/bsQXZ2Ntq1axeP5Vlipbpaua0E19rqauOgxaRkX9hWIKGGLCphtVJdHdSz2iys9paWh9WlHn1YXeqO/KXuW3asEnor1dpljyP7SgItSLyl5f2zDdqe1hheb/l9p7Sqj1v/eymefvs2DLq0N+yO8iA+2upqSTLeFnR/Bt1n0r8aCF9dXdGw2uxYK+dMVMuIWMNq5TcKgraXDT1UvmIliCLqd+uDjBn3o06703WPK0heHHn9Wfy58B7k//AZBPh0z0P93rjNJOxXPnQy266tdPc5RN190TLriw8EtyIiIqL4WL58OQYNGoTu3bujf//+eOKJJ3DJJZcAAK677jp0794d//73vwEAy5Ytwz/+8Q90794dAwcOxOOPPw6/P/A/KVOmTMGRI0dw7733onv37pg8eTIAwOfzYdGiRRgyZAh69eqFK6+8Etu3b1cff/PmzRg1ahR69OiBvn374pprrqnaF4CIiKga4vWZqPaKWGFtplevXhBFEa+88gp69OgR7zUhLy8P6enpQdvr1q2L/Pz8qM7l8/lw//33o0GDBrj88svjtcSQYqmu1vaxVqurHZIa4jmd1lqBmA1ZjCmsVoJqhSaElkvC968WkpPK909ylR1fdi4Lldai7ASE8h7WaenJuPbG/nh9+de4Ztp5GHxJD3hFB0p8IvwWAmrjwEWfT9T9GU7QwEWLxDDV1/HqY23awzpMpXWoKuuoHjPGAYnhwupQIXU0a4iGVPYZnaB5jOzvvoT3RBYA4Oja5Tj+0etoPHwS0jr1hSyLppXWZq1BrFZZhxNq+KIiUlsQIiKKv7179+Lxxx/HW2+9hdNPPx35+fn4888/cfvttyMzMxNLlizR/cpxs2bN8OKLL6Jly5bYuXMnrr/+erRo0QJXXnklFi1aZPorx08//TS2bNmCxYsXo3nz5li9ejWuu+46fPzxx6hbty7uuusu3HbbbRg9ejS8Xi+2bduWiJeCiIio2uD1mah2iymwBgJDFPPz8/Hee+/h0KFDEEURGRkZ6N+/P5xOZ4UXZnVAYyQPPfQQfvjhBzz//POoW7du1MdrPz2zqiLV1do2IC6XH05XIKgGEHUrEO2QRbOwWi7NCywsVFhdFjxHCql1z7FsXzW4VkJroLw9iPKYzvLhmYcOZWH23DdRp04y5swbD7vgVEPrq67ph7ETe0Nw2FHiE+GNspIaCAxgVPpVG/tWawcuKiG1lf7V2hDSSsuGUKFlpGND9aC2ElpbWVPE/S2eL1R1tfH+ULejOTZWxlYgAGBPTYU9rR58BScC93k9OLrmRRT8sgUNLxgHZ6PoB7VqW3+Euy/S8EVFNG1Btm7dGvV6iYgoNLvdDlmW8ccff6B58+ZIT09Ht27dQu4/ZMgQ9fuOHTti5MiR2LJlC6688krT/WVZxooVK/DCCy+gVatWAIArrrgCy5cvx6effoqRI0fC6XTiwIEDyMrKQuPGjXHWWWfF9TkSERHVNLw+E9VuMQfWADB16tSgbU2bNsX8+fOjam5vlJ6ejry8vKDtoSqvQ3n88cexatUqPPLIIzj33HNjWkunTp3gcrki76j6FUAM1dV2EU6HH2JZhbXL5TcftBimFUioIYsRw2qlVYdSvW4WVGtbfZjILXDjuqe+xZK7+6N+mqs8uAYCoXWpJ9DTGtBVWRcX5uN/L32J517ciFK3F4IgYNz4c9Gxc/kAT5fLAb8kwGMhsCvVhNlWgm1tcBl2sKKmFYcQpj91qOpqs/DSagApaMJNI9PBi9o+1SGqrKuKsZ2Gcbt6O8qgOtYAW+1PrQmu63buhbTMzjj2yYfI/uIDdd/iPdtRvPc/qNtrEOr3HwnRkWpeZS3pQ+hwYXW0/ajDhdih7uvZs6fl81cnbrc7pg8IiYgqW6tWrTB//ny89tpruPfee5GZmYmbbrop5P9brl27Fi+99BIOHToEn88Hr9eLrl27hjx/bm4uiouLMWXKFF3Bhs/nU+evPPfcc1i0aBEuvvhiNGjQAGPGjOGvHRMR0UmN12ei2q1CgbVZD+u///4bN954I9asWaN+ChWtjIwM/PHHH0Hb9+zZg4yMDEvn+N///ocXXngB9957L0aNGhXTOqI1adSKmKurlRYgkQYtRmoFoutbLQYCYrM2IADKw2pDVbVpUF0cvsr6hbV/YPuBfLz4zk7cdXW38uddUqoPrQG1ynrjxp9w36PrcOBQTvn+sozPPtuuC6wri7HSOpRAyBk5gA4VLFYkrDY7Jh6hs1llteAPtLUIe1yEPtLa+62GzWbnjLX9SCTGCms1fHa64LALGDFyFOql1SkfMCv5kfftehTu+BYNBl+J5Myzgn/7Qwz0NwcQ1BZEyxhk+xwi7GWTQsOF3NGaNGoFlq2ZEJdzERFRwEUXXYSLLroIHo8Hr7/+OqZNm4Zvvvkm6Jrw119/4c4778TChQtx3nnnwel0Yt68eboP5IzH1K9fHykpKXjppZfQpUsX08c/44wzsGDBAsiyjK1bt2Ly5MnIzMxEv3794v9kiYiIaghen4lqL2uJXRgulwsdOnRAhw4dkJRUVjVbXIwlS5bEfM5Bgwbhp59+wsGDB9Vthw4dwrZt2zBo0KCIxy9fvhwLFizAbbfdhgkTqj64Uaqry7/XV1f77WJ59XVZdbUolveuVgYtKuG1dtBipFYgQHnfagBwiamhe1aHC6uVAYrFpUFhtVzkVr8AILfQg1e+OITly1dgxaZ9yD2eH1yRrbl95Gg+rp/5Bibd/KourO7cqQ1Wr74X02cMj/o192pa+Bb5Ige6kQYuWulfHWrYojZ4NIaQgiTHFFZHOke4iu7KGsAYaZCilf3MhjOaVWPHqyWI2TlFUYavuBB533+Oe2f9C/PmzcOyZcsgijZ1f39RHrI+WAq5KMf0eYSifFAVTZuWWD6QCPVBGRERVdyff/6Jzz//HCUlJXA4HEhLS4MgCBBFEY0aNcL+/fvVfYuLiyFJEho0aACHw4Eff/wR77zzju58jRs31h0jCAImTpyIRx99FPv27QMAFBUV4YsvvsDRo0fh8Xjw9ttvIycnB4IgID09HaIowm6vUN0JERFRjcbrM1HtVqGUo1evXvj000/x9ttv4+2338Ynn3yC3r17Q5ZlfPnllzGfd8yYMWjRogWmTZuGDRs2YOPGjZg2bRqaNWuGsWPHqvsdPnwYHTt2xDPPPKNue//99zFnzhz0798fZ511Fn788Uf1a/fu3RV5umFphy0qtNXU2upqSRNiKdXV2oDaWF0NlFdXA+FbgRj7VlsKq0vdkHPzAmG1SVCtDaiVkFp9jkVuvLDuTwwbNhxnn302hg4bhhfXllXHG1qLSJKMl9/YhvPHLMa6Tb+p56hXNwXzZo/H++/djz59Mi2/5m6/gGILwxOtUsNqk/7VZu1AtMxCYbOwOhyxrO2I9iucSKG1lWMSKVK1NhC/3tWRzp/39QYMHzZc/a2QCy64AKMuuwzpZ/SArU6g9329s4fDnt5Af3yY5xAupLYSYCsfdAVvZzhNRFSVvF4vnn32WZx77rno1asXVqxYgaeffhoulwu33XYbnn76afTu3Rv/+c9/0K5dO8yYMQPTpk1Dr1698MILL2D4cP0H8VOnTsW7776L3r174/rrrwcAzJgxA4MHD8a0adPQo0cPDBkyBK+//rr624wffPABhg4diu7du2Pq1KmYMWMGevfuXeWvBRERUXXB6zNR7SbIZn09IjjjjDMgCAKeffbZoIrnTZs2Ydq0aXA6nfj5559jXtiRI0cwd+5cfPXVV5BlGf369cM999yDli1bqvscOnQIgwcPxvTp0zFjxgwAwL/+9S+8/fbbpufs06cPVqwIDpbNKP1UrfawVtqBKP2ClQpqj8uutv/wumyQRAFepw1+R6DK2u+ywenyq1/JyT44XX6kpPpgt0uokyQh1W4+aLG+yw+XTUYDl09tBeKypahhdZItDQAguIvCh9XaqmpNNbU2nJYKPKbPO7fYi/Of+wnr1m9Cq1atcODAAQy9aDA+f+Ac1G+Srg5dPOEFJj+8Cd/t+Ft3/NhLe+Ge24eiUfMWgCMJsmiDVyqFX/bCJ3vgkzzwyR74JR88kowSn4gSv4gTbpsusC70CijxB3pYF/kElPoDPayLfGVPrWzoYmmJHT6fCEkK3Ha7bWo1tc8rBu7zC7rhi5JPH1hrw2QlADbrXW1lKGM0bSBChZzGilztfsr3kqbVh/aDE+P+2pYg6nalH7Yoh2z5Eeq+cL2rzaqrw92uLJ7CIux76gF8sn69ro3RgQMHMOjCi3DK5H/jxE9fo95ZQyELTl0Vvr+kELI93bTHufI+ESQZouZ9o75nJBl2r6S7rbyPlG12n1/3YUj59sAHWdr7bL7yXxuoiS1Bov03l4iIiIiIiIhqp5h+VyEpKQlutxv5ypA+DWVYos1mXh1oVfPmzbFw4cKw+7Rs2RK7du3SbXvkkUfwyCOPVOixo2WsrtYOWwQQ1Ls6UnW10xndoEUAur7VypBFAIHq6ijDaiWoDhVSy2WTDYUkGxZ//TeGaSpTW7duHaiy3vgL7hpZ1m88yYV0mwzI5YFaxqkNMO++S9C3RxvAmRLzaw8EKq3NKG1ClLDaZ6jGDjVwUdsOxKx/tVEsYXUs/YrN+k4r54/URkI7fDEWVRUex4PDUf4+81roU567eaOuulrRunVrDBs2DF/8+CUaDrgUkiRA1gzy9J04ir+X/Qep3S5And6XAkJsv/qlHcQYbsgiEREREREREdHJIKbfLW/atClkWcb8+fOxYcMG5OTkICcnBxs2bMATTzwBQRDQtm3beK+1WtNWVyt8dpvap1oZsCiJgfDa7xDV3tVK/2qHQ4LTJYUdtFjHYd4KRNu3WjdksSQ/fFhd6gZy8oDiUrXlh1TgUcNqudSv+5KOl0Au8EAu8CAnpxQrtx7FzbfN1D3vm2+diRVfHERuoUcNwUVRwGMzzkVqsgO3XN0TH71ybSCsThDtwEVj/2p1e4R2IFaqps3adlRkuJ6V48P10DbbL17D/iKx2uc60r5GjrL/dpQv433h+IoKkffdF7jjtltN77/jtltRsO0z+IsLA+sqqwqXZRk5H70E2VuKwu/WIuuNB+DOPmB5zUREREREREREZC6mksA+ffpg//79yM7OVltxKGRZhiAIGDJkSFwWWN1FW12tBNcAdNXVanAdYdCiwmWT1bDaKQoh+1ZHDKtDVFUrVdRyiCprAFi85QiGDRsWVJnaqlUrnNmpC57fsB//GnV64HGSXGjXKAlfLx2D+o3TAfgCa3Iklb1wnvLvTXgihKolfv1tr998PyB44GJgW3D/6sCG8IGzsbo6UlgdL8ZqaytV1tWJlf7VVkQKpLX7mFVb52zeZFpdrVCqrD//bj3S+48GUDaksaREt58v+yCyVj2A9N6jkNZ1OAQxjr3Vw1RdsyKbiIiIiIiIiGqbmFKVf/7zn6hTp456W5Zl9QsA2rVrh4kTJ8ZnhTWA32QIWkWrq4HIgxaB4FYgSba08rC6NM9yWK1UVRurqEPJLfHh1V+zcfPtd+i2Z2dn45prrsFXW77Gkk17A1XWGvXTYu9Nq/SvLgkxaFHpXx2Oti2I1yuqfaqB8lYgZhXX4aqrKxpW271SyK9wrFRP67YZ+iNHw1h9XlFBHwwkgK+oECe+DV1drbjjtltRqKmyliQBoisFjcfchXqDroZgD/xmAyQ/8r/5Pxx/7xH4CrIrefVERERERERERLVTTIF169atsXLlSvTo0QPamY12ux3Dhw/HihUrkJycHLdF1gSSTTCtrlZEqq52uvxB1dXaQYuOsr8pl01GPZc/qBWItm81vKWBimVPceB2iLBa2wIEKGv/oQmp/XnukF+Lv9P3rgaAzz//HBdccAE2bNgQeFivH/Pe+UM3yLEqlBWHw1OW9yr9q5U2IL6yoBqI0A7EWE0dorrayBhmm4XHVkNpK/uYPa5WVbX8MPYBD7o/TOgd9PpbDMit9Kj2esWQ1dUDzxuAlJQUZGdnh/xKTU3FgAEDUPj9et1zFAQRaT0uRKOrZsPRrJ263fPX7zj65n0o2f2NpedARERERERERETlYpsSBiAzMxMrV65EdnY2Dh06BJvNhrZt2yI1NTWe66vWJo1aEbG6WvlT971dhF30q4MVHQ4Jooig6mogxKBFk1Ygur7VypBFIBBehwirAahV1cagWksq9Krfi3UcyHX78NqeE1j3QqC62ufz4bHHHsMzzzyjO+7yyy/H2g/ew90jT0f9lEBbkHgqLquWNstztQMXtUK1A9FWWivblGGLgl8Oqp4O1QrErPJay2r4HOo4n0P/fqvM1iChhjxGQ5KESh/YqA2jjS1CwgXansMH8NmRg+h7bv/gO02W7GoW3HNd8guw1z8FDS+7F0XfvYuC794BZAmypxjHNy1C6aFf0eCscRAFh+64UNX4Zh+CsOUHEREREREREZ1MYg6sFQ0bNkTDhg3jsZYaK1x1tc8h6qqrZZugBtNKS5Bw1dVAILyO1AokZN/q/HzLYbU2qNaG1Eplst0hQSr0YulvOeg/IFCZ+uuvv+Luu+/Gtm3b1P0bNGiA2bNn49xzz0VpUQFe3Pgn7hrXKebX1y/5gra5y8JldxStJcK1AwEMwbVJZbQoyWFbgVRWWG08R6TQOtL2cPsIfhmyYXgoJBkQy3t8K/2ntWG01WBad4zmXGbniCXstlJxrWh5zXT1cXR/+oOr78vvg+4+hSDakN57FFwtz0Tu+kXwF2QBAAp+/xyprbrB3rJLVM+joiaNWoFlayZU6WMSEREREREREcVDhQPrk5Vx2KKWdshiLNXVKWXFmMqgRZdNVr/KW4E4dK1ATPtW5+cH1hEirJaOlw+OU8JqJaj2mQR/yrZf8rz49bPPcE6fXigs9eiKUR02EZK7BPfeXdbbWhBwonV6lK9ueMaQusSv718dbuCipXYgYaqrgUDFazRhdaigOlIv6VCV0pFCa7Mqa+V+0S9DsglB+8SjmhowD7TDBc/G0LqqhXoPmO7rFyLu5zrldDS9/CGc+HwZivd8g/QOg5DaskuVtWUhIiIiIiIiIqrpGFhXgN8u6vpUByqtbZBs5cMWo62uTrWj7E/ZdNBiqFYgcBeV961WhiwCkHPzAosrC6uVftVKWB0uqPYUB4fWzhQJz3dvhiV7svDUb8fUsFoUgNu6NsPUc1pCFASIjQM9zMU0J4RUC61AlMF1ZXyyR/enVdr+1aX+4P7VRtqqaivV1ZHaM0QKq6MZeKjd1xhAm4XWodZTkSBae7xZ8BypytostA6qpDaE3AB0+2pvx5Npn+0w1dVm+0qS/v0i+GUIrhQ0HHQjUlt3R2rrbur+DK2JiIiIiIiIiCKLaejiyc5YXa20AwEiV1eLoqxWV7tcfl11tVMEHLbAOY2DFpPtEpJtgfDTtBWItm+1ZsgiACAnL2JY7fMGQl1PcfmXGU+xiOx8YOXeHChRbGOXDcsvOA1TOjeBKJQ9f2Pz6Bj4pPKwusQnosQvosSnX1e4/tVGkhQIILXtQMJVWyvV1VZbgWgDSeOwRMFwjmiZHWsMw0P1RTZSQnfjurWhaxCpPECWwrRhMbvf7LU1HXJpcozuvBYHMUZiPFe4ViDa9VmtxhYlGTYZSG3XB4JN37tachfj729fgc9dGLHy3u6r+H9DREREREREREQ1DQPrGBmrqwGYVlerobVJdbXdIemqqx1imOrqslYgyfZAKxAA+lYg2r7V2iGLOXm6NRrDak+uXxdUA4C7yBbyCwDSHTY83rkNHIKAHg1S8Pag09C7TvwGKvplr+62xyR8LfaJpv2rje1AlOpqY5W1WlltobpaEa4ViDGs1qpIUB2P8xjXHOvx0BwfPKBSz2pobQyFjcfEO7gO9fihQvhwj2VWXa1lrMiXZQl/ff0yTuz5Ans/noOSEwfV+6z83cTrfUREREREREREVJ0xsI5SqOpqySaYVlf7y9qBWK2uTrXLanhtNmhRaQXiElMDrUDM+lZrhywCanW1NqyWCr3w5AbSXWNQHY6yT6f0FLzQoy2WnNUG9W3l7Ty0gxt1ikujfKXDrEETLmr7V5u1A1FIZRlyqGGL2j+B4OpqbfBoNawOVVWtnDfSlxnjOWOtsjZbk+65hWl9YhbyhqtYDtpu2jMc6jHRBNeWek+b7BsqKDcftGhSia85xl9aiNw1c+AvLTT9e1O2lRzfg8JDPwIAvMU52PPZE8g//GPE9RMRERERERERnUwYWMeJzx4IeitaXQ1Ara4GYBi0aN4KBIC+b7VhyKJZWK2tqjYG1Z4SUfe15nAuNh8r1D1fd5EN3eqmAqUW26CnJAVvcwS2CfZAv2tZtMEr6YNtv+TTP26YdhSAeTsQX1kbEbP2H7rqapT1qg4R1mqDZCthdbjjrbC6f7jQ2rhN/dPQFsTKWgDoWoMYxSu0Vo6zElxrt4f6CncOK2G12XNSqqsBoPTnjyBlH0DJ9o8BlPc71xIlGSlNTkeL86ZBLHvfS3439n3zIo79sR6yzOppIiIiIiIiIiKAgXVMlHYg2upqAGqVtRJUK+1BKlpdrR20CIRoBVLWt1rOzQsKq5V+0sawGoBpUK2QZBn/++sQHjm0H/85sBe7c0MPQPR5RXVwY1ScKYE/HeWBttnARSv9q0O1A1HWBxhCaslQOWvoU62trg4XVmv7VZtVVUcbVBuZHWt8jEj9kM3OF20va7PQ2hgsm7XcMNsnVNWzWaAcKri2UmEd8rE05zW+D0L1tDYjFxegdOenWLFiOUp3fgp/afkHO9oWMkDgdU5r0RVtB98FZ2oj5Qz4a8caHPjxFQheHyrCb+c/50RERERERERU8zHhiIKxHYjCZ7epQbW2utpvF0NWVycl+4Kqq5Ns5dXVLpuMei4/km2BsNpYXR3UCkQ7ZNEQVssFnrBhtadExPECCdP37cHxQhmeEhsKiwQ8sHc/Xjt+DABQ6PfjxaNHdIF2pPYhYTlNKq61r2nZwEWPJOuCardfUPtXx9wOJEzvarNWIGZtNrRhtfE+hVlQLfrliF9mzM4VdrBimKDaTEyhtSSHrESuSHBteg5/8PGhzhMuzI4UVEcawKitrhYlGaU/f4Thw4bh7LPPxvBhQ1Gy/WPT94H2e1fd5sgYeBdSG2ao23MOfoM/vlsEv7ckaM1ERERERERERCcTBtZRilt1tb28ujrNGaiuBoA6juBBizbRHuhdLTiRZEszbwVi6FttJazWVlS/djwHf3jcWF1wHEfzPfjXkd/xaWGO+rz7pdbDHY1OAwBdaA2U98COmV3TA1sOXaUdbTsQ7bBFsyBSG0YaQ0WzvtVWw+pwQbUV4cLrcKF1qNYgxrXp/gzzGBFDa0ANrcMF0trbQHDVtJXgOlR4He1X2HVFEVYDgd7VpTs/xZ233woAuOP2W1Gy67NAL+sQH3Qo7K46OO2cGajf+ix1W0HWb9i15Sl4SssHpVp9zxARERERERER1RYMrC2Ke3W1o7y6GghUV6c7At+HGrRoE8p2MGsFYuhbbSWsBgBPiQ3HC2W8X5iN5StW4J38LNyVtQs/lxSoz3FoSmM8cEoGkkUbPCXlVdnhyAWh24dYpe1fHU07ECWoBqxXVwPlgxa1tNXWym0Api1AjEF1pKppKyoaWpvtYzyPWT9rs9BaMAT4ofpah+pbrXwfbr9ow2urIrUgMYbSkcJqbXV1q1atAACtW7fGsGFDUbRzvfoYxg9CgPK/I1G0o1X3q9Esc7i6T0nBYRzcuRp2n6G/DRGZev/993HVVVehR48e6NixY1THfvPNN8jMzET37t3VryuvvLKSVkpERHTyqMj1ORpr1qzBlVdeid69e6Nv3764/vrrsWvXrkp7PCIiqjoWJ+YRUF5dDSCoulqhq64WBdhFybS6OskGXXW10gokuLraYT5oMVIrkLKwGoAaVmtbgAT+DNx+PfsYhg0bjqZNm0KyiTjsLlafz6S0Frg0tSlKi2Sk1gkOCt1FNrhSg8M1Ic0ZtA0AkOQCksrvMxu46JM8av/qEp+IEn9Z0B6mHYhXKm8HojBWV+v6WCtBpK980GKovtXhwmqFWUV10GtisY+1LOpfZ+Vc2veZKMmQNPsJkqweZ/dK8JV9EqLdT9lHu035XvTLkGyC7jzqfdpz+GXIZutQQmsY1m7Th9miGHpoo9m+2v2UY0Mdb5UxjFa3+0NUXhu2i5IcqK7+9VPcufBj3TnuuP1WfHDBRah7+mDAVQdA+L93QRBwSuZQuFz1sP+X1+BKbojWZ14R83MjOtmkp6fjqquuQmlpKf7zn/9EfbzNZsMPP/xQCSsjIiI6eVX0+mxVUVERZsyYge7du8Nut+PZZ5/Fddddhw0bNiApKXwLSiIiqt5YYR0Dn2a4mVJRrW0HolZXu+SQ1dWAvrpa+d6suhowGbRobAWSk6eG1dLx8j64nly/rmWHNqwuKpTwV74HH7lzMHTkJRg9ejSKiwNhtQ0Cbq/XFqPrNIMgxB4OqpJcEJI1/9PgSAo7cBEI9K9WhGsHEmrYoll1tTbE1va5BmAaVmvvAyKH1caKaqUC22pYrT3GyBiCW620DteDW/u9ttLarKe15WrrKNuEWO1xbaVHtZlIx0p+Qd82xqTiWnluyvMs/fkjDB9eXl2tCFRZD0PBrg2W3j/K9katzsLpvaegfe+pcDjrWHpekYT6rRCi2qR///4YMWJE0H+LilWrVmHEiBHo2bMnRo0ahS+//LKKV0hERHTyqarr8/jx43HOOecgJSUFTqcTN954I44fP44///yzIssnIqJqgIG1BZNGrdBVVwMo62NtU7ep7UA01dWheldbr64OM2jR2AoE5X2rAaitQBTlPattalgNAKsLjmPA+edj+vTpyMrKAhCoOOvrqo/e/rooLvSjuDBwTuUYpTI7ZtqBiyH6V0fTDgQIHrYY1Lva2J/YZNAiANPew+HCRt1xJkF1RZidI1JorVWR0Nq4n7FFCGDe2zra4DrccMZILUPMtkUTcquPY1JVrd5vElar1dVlvauN7rj9VhTu/hx+d2FU74G6Dc+AK6VR0Ha3+4TlcxBRuTfeeAMvvvgi5s+fj++++w633XYbZsyYgf3796v7+P1+DBgwAOeccw5uuOEG/PbbbwlcMRERUe1n5focqy1btiA5ORmtW7eOw0qJiCiRGFhHSRm2CARXV/vsolpdLdqhVla7XP6g6uqUsnbUSnW1GlbbpbIvh/mgxTCtQACY9q3WhtVAefB8tMCNjVIu7vnPfWrfzvT0dDz33HP4BSUokMtDYyW0jpaQ6gJSwv86lrYdCICY2oGox4aqrvYHqqu1waVZKxCFWm0doTIWCA55Q4WUdp8/5FfY1zCK0DpcQBpNaB2pr3Woamvj/ZGCa8Ba1bXxmKD9LFZhK+fyaarujWvQBdll69e+Tu6f1plWVyuUKuv83zea3h/p71Mr69hP2LZlDrKP/RRyHyIyt2LFCtx0000444wzIIoiBgwYgL59++L9998HAJx22ml45513sHHjRnz44YfIzMzEpEmTcPTo0QSvnIiIqPaKdH1WZkyE+jrvvPNMz7t3717ce++9uPvuu1GnTnx+Y5GIiBKHPawjmHnD26bbI1VXO8uGLZa3BNFXVyfZ9NXVAFDP5UeyLRCMhhy0CERsBWIWViuUsLq40I8PpRwMGz4crVu3xn/+8x+IoojRo0fjzDPPxKaPPsaH67ZgjK1JTK+bkGSDaOxjre1f7UwJ9K82tAPxSYGwOtAOJPD6atuBhBq2aKyuBhAURpoNWgTMW4GYtdcIF1abBcXRDM7T7uuzB1ewa3tLK48bqqd1qH7WofZTno9k/F7T1xpA2H2V0NrY31q5P1SPayC4dzVg3utakgRdH2vj8UahQu6wt/3l7xmY/H1LRQUo2fkZ7nxG37vaSO1lnTEIDkcqgOCBmKGq45X3Ql7OH/hjxyuQZT927VgBucNVaNyke9jHJaJyhw4dwoMPPojZs2er2/x+P5o2bQoAaNy4MRo3bgwg8GHtzJkz8dFHH+Hzzz/HFVewlzwREVFliHR97tGjB7Zs2RLyeJst+Gel3bt349prr8XkyZMxbty4+C+aiIiqHANrC5R2IEp1tWQTgqqslUprbXW13S6Z9q4OVV0NQK2uBhB20GK4ViDGIYsAdG1Aigv9KJB92ODPxfo77wAQGP523333qfvfeucduOj9QRgqNkCaYO1tItZxwFbXFXyHWf9qIKp2IJGGLSrU0NorwusV1YprpboaKAs+Jcm0FYhxyGKosNqsdYYimqDajHK8MbjWBsfKGsKF1sq+ynMIN4jRuF07jBFAlQbXgHl4bdweblskYYNqIKiqGghUk5du/wgDB5yHlJQUZGdnhzx/amoqBgwYgB9+34iGZ14S9foAIDmlCZKSG6Kk+BggS/j915WALKNx0x4hj/HbRdh85f9BTBq1AsvWTIjp8YlquubNm2PGjBkYOnSo5WPiMrOBiIiIQop0fXY4HGjQoIHl8+3YsQPXX389pk2bhgkT+P+9RES1BQPrGChBoiQKanW1zyHCZxeDqqvNelcbq6tdNlmtrlYGLSrV1UGDFvPzI7YCAcrDaqUVSFGhpLb1+MmXj1dK/8LQSyO0NRg+LGKVtSvVD2eKVBbGBx5TMFZWazn17UHM2oF4JFltB+L2CyEHLmqHLSqhdCCY1vesDlVdbVZNrbASVkcbVJu1ftAGzkbhgmsrobVxX221tS5kthBExxpcA+Xhta5SWfsaRBFeAzCtso4kVKhtFlQb16o8F1GSIWXtx2e/7Uffs/tbetzk+oH/vsyGdUbiTKqLM7tPw44f/oeS4qMAZPy+81XIkNG8ISutiYBARZbP54PXG/jQ0+0OXBOdTieuueYaPPPMMzj11FNxxhlnwO12Y/v27ahfvz7atWuHLVu2oHnz5mjVqhVKSkqwdOlSZGdn49xzz03kUyIiIqrxKnJ9jsbWrVsxZcoU3HHHHRg7dmzcnwcRESUOA+sIJLsIySbpqqsBqFXWZtXVdocUtro61S6HrK62iQ79oEV3kX7QImDaCsTYtxrQh9WKrQX5eAp74YWMgpJi+P1+01+rAmKrstYK6l9tsR1IKEpHBaW6GigftgiYV1cHDenzQe1dDcC0FUi4Xs/RhNXhehOb7RMqvLb7/BFDa+3xVkNr477xCK611PNWoOoaCG75EUtFte54w/DHwDfBQTWgD6sBoP4Ftwa2G94Pur7eIc6lFen9pHC60nFmj2n49Yf/objobwAy/tj5Ohxn2NC4UZfA0m2CpfcaUW30zjvvYNasWertLl0C/11s3LgRY8aMgcPhwKxZs3Do0CHY7XaceeaZuOuuuwAAu3btwj333IPc3FwkJyejY8eOWLp0KU455ZSEPBciIqLaoiLX52gsWLAABQUFeOSRR/DII4+o21988UX06tWr4k+EiIgSRpBlmUmHCeWT3iXP7cGJQp8aWHtcdrWi2uuywW8X4Sn70+uywZkswenyIynZB5fLj6RkP+qkeVAnSYJTBBokBQLr+k6gjkNGfZdfra6u65ThsqXALjrhElPhhAMoyQ9UVxflqNXVcm6eWl3tP16iVld7cv1BQxa1bUB+KijAk9gLd1l96ymnnIJXX30VDRs2DPk63HPn3XB88RPG2JogpY4NqXUCYacz2Q9nsqSrsFZagoiNkyGmOcsD6yQXhPp1A4F1ar1AYJ1UF3AkQRZtKPUXqIG121+MPI+AEr+IEp+IfI+otgPJ95a3AynwlLcDKSwNhNOlJXZIEuBx2+D1ivC4bbqWID6vCNEn6QYt2rySaVht90qWwupYg+pwQgXXZr2ttX2tjcdKhvuM+2qD60j7SyG+Nz6mlWPkEM9Pd17DY2irqkP1rA7FbMhj+Y3Q4bIxrA4KpCPdr3kvabfrjonwnlLu93oKseOH58pCa0AQRJzZ4Ro0bNBBtx8AXUsQRU1oC6L8m9upUye4XCathYiIiIiIiIjopMAK6wikskwvUnW13yEG9a5WgmululrJB6OqrvaVBFdXl4XVUoFH1wrEU2zX9a1WFBf68ae/GE9pwmoBQEFWDkYOGQZ1g4Gyqa09RbfdmWwS0lrpXx2iHYgSVivtQKwMWwSir642HbQYYshiLGF1vKpcjRXTxsfTBtfhhjHqqpihr6AGYNrbOtT+ZhXX6u04tAvRPj6gbxkSuB15+GIoQRXZJsGxlnZ9FQ2r48XhrIMzu07BLz88i9KS45BlCTt2LkfnM69F/Xrtdfsa+1gTEREREREREdUkDKwt8NnLwlC7TQ2qtb2r1UF1NlntXe1wSEG9q9Ocwb2rk+2Srnc1gPLe1YZBiyh1mw5aBMoDWyC4b/VhfynmFu9BSVkMmCrZcGNeGzTx6wPm1Dr6sDs5OXDOVKe+EhcAnMnlgZhZ/2pdO5AkV6C62pEU1A7EbNiiUl0NhB+2qDxvX9m+4XpX+7yibtCi0gpES+lbHW1YbSWoNrZ8MFY7mwkXXBtDa+05rfS11u4fS3Ct3B9ruxDlGLN2Ido1qOswnCNU+5DgB5EBBD9+tEE1EFtYHa66OlpOZxo6dZ2CX358Fu7SHMiyD9t/fRl9et6FZHvdmM5JVBNJkoSioiI4HA4OSSQiqmSyLMPr9SI1NRWiGPwzAZEWr9FERFXjZLg+M7C2yFhdDUBXXS3ZRTjtPl11td1eHuqmOAJ/Rl1dDQSqq0vduupqAJZagWRLHswp3oNCBALWFMmG6/NaB4XVAFBU6A8KrcNR2oFoCUk2iJqhi6bV1fbA/aGGLQLQDVs0Vld7/frqagBqyw+z6mqzQYva75VKa7vmgUKF1VarqiMN14smwDYG0Mo6ou1rDSCm4Fo5LigYj9DnGtBXSsdSdW1ch/ocogx9w4XEZkG19ntjUK29z7hPVGuKsiJfFgW4kuqhU9ep+OXHZ+Bx5+O0U4fB5aoHKcL5Jo1aUSPaghBZUVRUhN9//z3RyyAiOqm0b98eaWlpiV4GVXO8RhMRVa3afH1mYB1BoHd1eVCnVFf77aLaEkQShUAP57IKa7W6uqza2ikGguqKVFfLJaW66mrpeCDMlgq9AMw/TTlW4Macoj3IQaCK2SkLuDa/FU7xJ5nuD4QOrVPCBNnh2oEYKdXVsmgDJK/aDkSprgZguboaKA+qzaqrA9sD34eqrjYbsmglrDYLB2MJLY3HhgquzaqtQ7UI0Z4nHsG18Tjt84xnuxD1/GHCa+1aKkIwqa43+z7asNqsujrekpIb4MyuU+DOP4zGjbqa7sO2IFSbORyBT4Dbt28Pp9MZYW8iIqoIj8eD33//Xf23lygcXqOJiKrGyXB9ZmBtkc9uC6qu9jtE+B0iIAoQRSmoulppB2LWu1phtboagFpdrbQC8ee54fOKptXVuQVePFa8F0cQOFaUgavzW6KVLznic9WG1sqQReV7ZdiiItp2IEp1NVDeDsQnewAEguoSf3mFtRltdbXatzpEdTWAoOpqJawWDUG1thUIULVhtdl5wgXX0VZbK8cBsQXXQNW0C4kUXgOhBzZGYjyPIlJQDQS3ADF+b7ZN+9rFox2IUUpKE6SkNAEYStNJSPkVY6fTyQGdRERVhO0dyApeo4mIqlZtvj4zsI6kbNiiUl0NQFdZDZRXUoeqrjb2rgaAei5/zNXVckEg4A1XXX1UcuOwpuXGmMLmaO+tY+kpW2kLErEdSBTDFgGEHbYYz+pqIHIrkGjCaqtBtb0sWFT6oUcSLriOttpae55QwTUQHEJrj7PaLkQ5piLtQozH6dYWh8GWxtA4UlBt3CdSZXU8STbBcusQL3w4fOhTtG4+EKJoD6qyZlsQIuDTrQex/MOdyMotQaP6yZg4tAMG9myV6GURERGd9HiNJiIiLQbWFijV1QDUYYuSrSy0touwi+UV1aIoh62uBhB172oAut7VQPjq6uJCP1rbknEPMrBA2ov+/gbo5q4b1XNWBi4C1tqBxDps0ScH2oEo1dUlZW1AtO1AFN6y76Otrg41aDFUKxDlNhA6rA4XVNvDVL0a74sUYEcKrs2qrQPnDa641p7HLPSuzKrraNqFaM9pdqyWZPK6aIU6zrg9mqA6aH/DuUJVV8eDbPhwQOHxFGL7zpdQUHAAxSVZ6JAxtlZ/0koUi0+3HsQzb/4Ed9nF5HhuCZ558ycA4A/ERERECcRrNBERGdXOUZJxpA3EZE1ltSwKkG2CWkktijIcDglOl6SrrnaU9a4GAkG1MmwxbHU1oFZXA9BXV5e1AwlUV4dWVCghvdSBf3ky0CevvuXnq62uDtUORKmuDrQDCbBUXW13hqmuDjBWVwP66mpP2TZL1dW+4H7D2upqwLwVSKxhtd0nhQ2rwx0T6bhQjyn6ZdMKXLvPHzQgUjmP8fkaz6G8RsaA1nis3SsFV6drjtPub7xP971fX9UetEbNsWbV0eG+Qu1j9ljadRgfK5aw2shqFbbxw4bw+wb+Gz2e/TMKCg4AAI5mbcO+QxtM9580aoXlcxPVNss/3Kn+IKxwe/1Y/uHOBK2IiIiIAF6jiYgoGAPrCHx2m27Yolz2p69s6KJaUe0wr65OsgW+0sv6oKvDFu0SbGKgwF2trgYC1dWe4kB1NRBoB6KprpYLPPDnBb43VlfnFwQHlM4K/hVHU10dOMB6dTUAddhiqOrqsnw+pupq0aS62tgKRBeohupzHCGsjiWoNhPpPMYg17jGWILreITXxuBae5zZukOGyYbH1z5OuADbSmht5Xlrz2+2VuV4s/2U18H4WFWlebN+OKVpX/X2vkPr8ffxbfBbbEFDdDLIyi2JajsRUbQGDRqECRNib781YcIEDBo0KI4rIqoZeI0mosrE63PNxJYgFmh7WGurq0U7IIqy+qXtZQ2Er65W2EUnbEJZmu0t7zmNUk95O5AySnU1UB7aKg54SvDv439giqs12ttSY3qeSnV1crJosbq6bNhiWXW1kOqKqrraJ3vgkWSU+IIHLcaluhrQh6EW2kMYq6vDhdXxCKnNROp3HW1/68A5Ne+dEO1CtOfU9Zq2OKgxUruQcH2ujfsaw3dt25CKMgv2w/W1BoL/7iNVS0daq9W+1EBwH2uztiCCICCj3aUodecg98QfAIDf9ryJ5KSGaJDMX6MkAoBG9ZNx3OQH30b1Iw8jpppv7969ePfdd/HVV1/hwIEDcLvdaN26Nf7xj39g0qRJSElJSfQSa6xDhw7h7bffxgUXXIAOHTokejlEVAPxGn3y4vW58vD6TDUdy+8ikAXoqqu1wxZFWyCkFm1y+bDFsupqZ1l1NQAkl/2pVFcD0LUDcYhJwcMWAXXYolzkVoct+vPcQe1ACvw+/OfIbvzld2N28W58782L+nlqw2pFSh2bLrjWqmjvaqBqqqsB6KqojdXV2rYU1SGsNj5GRSuuw1VdR1t5rd4OU3WtPkaIdiFm+4dr4WH2fEI9r0ivg5XnEel5mVVtm1WYB62jEqutlQ82RNGGjmdMQEpKUwCALPuxfddyuD35lfbYRDXJxKEd4HLoP7BzOWyYOJT/A38y+L//+z+8/PLLaNWqFW666SbcddddaNu2LRYsWIArr7wSpaWlkU9Cpg4fPoxnnnkGO3fyV/eJKDa8Rp+8eH2uPLw+U03HCusIZJsAoLzy0zhsUWkDovypMA5bTNHcZxy2CADwloYctmhGaQdSUizgwb37cags5BYApJbaA99YlGpo+5FaR9S1ArFSXR14stW7uto4WFERz7A62spZKypScW1cUyyV19FUXYca0mhlQKPZ/ca/L211dzSvtdm5wm03+yDAbD+zoDoeleA+u830A4VI7PZkdOp4Lbb9+DR8vmJ4vAX4afcK9DzjBtjEwG9yTBq1AsvWxP7rUEQ1lTK0afmHO5GVW4JG9ZMxcWgHDnM6SQwZMgQ33ngj0tLS1G3jxo1DmzZtsGjRIrz11lu4+uqrE7jCYF6vF5IkweVyJXopCVVYWIg6deokehlEVIl4jT558fpcc/H6TJWNFdYRKC1AlMpqv13UDVu0OyQ4NN+HGrao/Bly2KJCO2xRWYNm2CKgbwey5O8j+La4vKK6kT0JDeDQHW8MpEPdF64ViMLukKptdbUSWgf1rjYE1drqatP2ECHC6nAVz9FU/RqPsXqc1YrrcIFpLJXX0VRdG49Rz21xQKNZ1bVZBXQsX7rXIcR2s9fPbD/lORlVVd/qUB9OAEByUkOc2X48hLJ/3vOLDuK3/Wsgy1XXU5uouhrYsxWW3nsR3n18JJbeexF/ED6JdO7cWffDsGLYsGEAgN9//z3iOQ4dOoTMzEwsXLgQa9euxcUXX4zOnTtj4MCBWLhwIXw+n27/PXv24IEHHsDw4cPRvXt3dO3aFaNHj8aqVauCzr1w4UJkZmbijz/+wNy5c3HeeeehS5cu+PHHHwEAH3zwAaZMmYKBAweiU6dO6Nu3L6ZNm4bffvst6FxKn8bffvsN11xzDbp3745+/fph3rx58Pl8cLvdmDdvHvr374/OnTtj/Pjx2LNnT9B5PB4PFi1ahOHDh6Nz587o1asXpkyZgl9//VXdZ/Xq1Zg4cSIAYNasWcjMzERmZqauT6Qsy3j11VcxevRodO3aFd27d8eECRPw9ddfh3x9P/jgA4wePRpdunTB7Nmzw/69xOv55uTk4MEHH8SAAQPQqVMnDBgwAA8++CByc3OD9v3rr79wyy23oGfPnujRowemTJmCAwcOhFzj5s2bMXnyZPTq1QudO3fGxRdfjNdeey3s81L88ccfuPnmm9G/f3906tQJ55xzDiZMmIBPP/3U0vFENQWv0ScnXp95feb1mUJhhbUFajsQW3lwbRcltbI68IWgYYuAeTsQhTpsUdsOpIzSDiScTTkn8Mrxo+rtTGcdHBB92IBcjPI3jvi8QoXVZoMWlepqJawGql91dWCDof2Hpi2IcdCiwlhdbdweuC90UB0P4aqgjbRriVR1DcS38jpU1XWsFdfhjtE9jkkQLIUJbY3nDidkW5Uwx1Z1WG3sYx1Jg7qno92pw7F733sAgL+ytqJuamu0bNI3wpFERCeXv//+GwDQqFEjy8d88sknWLZsGcaPH49GjRph06ZNeOaZZ3DkyBHMnTtX3e/bb7/F999/j4EDB6Jly5YoKSnBunXrcN999yE3Nxc33nhj0LnvuOMOJCUlYfLkyQCAxo0D/z/3yiuvoG7duhgzZgwaN26MAwcOYNWqVRg3bhzefvttnHrqqUHP69prr8WwYcMwZMgQfPXVV1i6dClEUcTu3btRWlqKG264Abm5uVi6dCmmTZuGDz/8EKIYuD57vV5cd911+OGHHzBy5EiMHz8ehYWF6mO+8sor6Ny5M3r37o0pU6Zg0aJFGDt2LHr27Bn0et555514//33MWTIEIwePRoejwfvvfceJk+ejIULF2Lw4MG6tW/YsAErVqzAuHHjcOWVV1qq3qro8y0oKMC4ceOwf/9+XHbZZejYsSN27tyJ1157DV9//TXefPNNdR35+fkYP348/v77b1x55ZVo164dvvvuO0ycONH0V9ffeOMN3H///ejWrRumTJmC5ORkbN68GQ888AAOHDiAu+++O+Tzys3NxaRJkwAAV155JZo3b47c3Fxs374dP/30EwYOHBjxtSEiqol4feb1GeD1+WTHwDqCQGAm64YtQhSChy1q24GU5XuR2oGojO1AFMWlkIsCobW+f7WIA8VuzN5T/klRF2ca9gpeLF+xAtdNmIgLfPVhg7Za2oaiQr/6vZZZWB1x0GKas3zQYqjq6qS6QdXVPtkDv+RDiU+spOpqSa2uBkJXxyrV1aFagUQKq+MVVJsJNTjRTKR2IUD8wmuz4Fo5ZzyDa7PjzNYea1/osBXoEc4ZqVd1LOcEzAcpVlTLZueisOgI/j6+FemprdCobmZcz09EVNP5/X4899xzsNvtGDFihOXjdu7cibfeegtnnnkmAODqq6/G9OnTsXr1aowdOxbdunUDAIwcORLjxo3THXvNNddg0qRJeOGFFzB58mQ4HPrfiktPT8dLL70Eu13/v+iLFy8OGjw1atQojBw5Ei+//DIeeOAB3X0HDhzAggULMHToUACBX68ePXo0lixZgvPPPx8vv/wyBCFwXa1Xrx4efvhhfPXVV+jfvz8AYOXKlfj222+xePFidRsAXHXVVRgxYgQeffRRrFixAq1atcLZZ5+NRYsWoVu3bhg5cqRuHevXr8d7772Hhx56CGPHjlW3T5w4EWPGjMHDDz+MQYMGqWsBgN27d+Pdd99Fu3btQv8lGFT0+S5evBj79u3Df/7zH4wfP149b4cOHfDQQw9h8eLFuPXWW9V9Dx8+jDlz5uCyyy4DAIwfPx4PP/wwli9frlvXsWPHMHv2bAwfPhyPP/64un38+PGYPXs2Xn75ZYwbNw6tW7c2fV7btm1DdnY2nnzySbXakIiotuP1mddnXp8JYEsQSyRRP2xRGbSoG7aoaQeSFKYdCABdOxBTESqrS/0S7tx+AMVS4HzN7E60TaqDESNG4Oyzz8bQYcOwwZ6L5GRRN0QxtY4tqKraSlitPmdNKxAhyVYeVivV1UlOtbpaaQVirK4GAI8mmDNWV5f6rVVXS5IAyS+o2wN/UcHV1eEGLSqqU1htfByrLUOUdiHRtA2JdmBjpJYh2mPVc1lsFWIMgsMNdqzoV9DzDdEeRPfcwwxWjNSGpSqYfWAhCALanzYa7VoPQ68zbkSSq17VL4yIqBqbM2cOfvzxR9x888047bTTLB939tlnqz8MA4F/b6+//noAgR8AFdofYN1uN3Jzc3HixAmcc845KCwsxJ9//hl07kmTJgX9MKw9lyzLKCwsRE5ODurXr4+2bdvi559/Dtq/adOm6g+Hih49ekCWZUyYMEH3A2ivXr0AAPv371e3vfvuuzjttNNw5plnIicnR/3yeDw4++yzsXXrVkuDsN59912kpqbiggsu0J0nPz8fgwYNwuHDh7Fv3z7dMQMGDIjqh+F4PN/169ejQYMGuh/aAWDs2LGoX78+NmzYoG7bsGEDGjVqhFGjRun2/ec//xm0ro8++ggejweXX3657vnn5ORg0KBBkCQJW7ZsCfm8lF+T/+KLL1BYWBjhVSAiqh14fQ7g9ZnX55MdK6wj8NtFyH45aNii3S7phi1q24EozNqBOA1VooLSDgQw7V8NQNe/GgAe/ulv/F4Y+EfIIQi4vWlbzM4+gI/vvAMAcOudd+Ci9wfhAl991BHsamhdUhJYgz7EDh1WKyy1AklyBcLqsupq2AP3e6VSXXV1ic8btrpa4fUHwmqlutpXVlGtVFdrQ2uz6mrRUGUdeK31PZiNt62ItJ8tTFis5Q9TER3ucaMd1AhUrPo6VOV1uKrraCqutY9rVnWtPVZdh4VWIGairciOVE1tJaSOtQociH3wopZNdKB1i4EQLb4viYhOFgsWLMArr7yCsWPHmv7qbzhmP6xlZGQAAA4ePKhuKyoqwjPPPIMPP/wQf/31V9Ax+fn5QduMvzqs+PXXX/HUU0/h22+/RXFxse6+li1bBu1vtq1u3bqm96WnpwMATpw4oW7bs2cPSktL0a9fP9P1AIFfhz3llFNC3q+cp6ioCGeffXbIfbKzs9G2bVv1dqjXIJyKPt9Dhw6hU6dOQWGE3W5H27ZtdX1BDx48iM6dO8Nm0//GYpMmTdRzK5RenNdcc03ItWdlZYW8r0+fPhg1ahRWr16N9957D506dcLZZ5+NYcOGqe85IqLahNfncrw+8/p8smNgHUGgshpqOxBtKxCgvLJaYaUdCGDoXw1Y7l+95XgRVh8pby4/o3lL/OgpwvDhw9GqVWAwRevWrTFs+DBseHezrpe1WVANhA6rzVqBiI2TI7cC0VRX+/3FanW1MmgRQFBYbVZdrfCV9bo2q65WvoekH7QIQPe9Ej6GagWiCFddHS6sthpUh9rfaoBtXEM0bUMUsfa9NgvNKxpcG/cH9EGxMbzWniPerLb7SHQ1tRWRel4fO3YMTZo0qcIVERFVHwsXLsT//vc/jB49Gg8++GDUx2urgcKZOXMmPv30U4wZMwa9e/dG3bp1Ybfb8dlnn+Hll1+GJAVfd5KSkoK2HTlyBOPHj0edOnUwdepUnHbaaUhOToYgCJgzZ07QD8gAgn5Y01L6Qhpph/PKsoz27dtj1qxZIc/ToEGDkPdpz9OgQQPdr9sanX766brbycnJEc9rVNHnG61Q7wHjOZXb8+bNC3ndVf7/PZR58+bhuuuuw2effYatW7fipZdewqJFi3DPPffg6quvjmH1RETVE6/PvD4ra4sVr8+1CwPrCGQhEFgrAZvSCkTbDgSA2g4ECN8OBIC+fzVQ3r/agrMapeCO00/Bgt1/YVCDehiYXg8T9u3GR2XV1Ypb77wDQz4YhEuSGiJNMP9r1g5XDBdWa1uB6MLqGActlvgDIbXSDsQrIerqap9PVKurJUmAKEnlrR3CtALRhnjRtAIJFf5FG1SHoj1PNNXX0QxrVFgJsMP2jq7k4Fr7mGYhslmIHY1Y+lDHElJXVrBu6bFDvF9lWcaBv79Av34P4K233kL37t2reGVERIn1zDPP4JlnnsGoUaPw8MMPW/7hVmv37t0htyk/3OTn5+PTTz/FyJEj8dBDD+n23bx5c1SPt379ehQXF+N///sfzjrrLN19J06cgNPpDHFk7Nq0aYPc3FycddZZIX+gVIR7Ddu0aYN9+/aha9euSE1Njfcy46ZVq1bYu3cvfD6frorL5/Nh3759uh9aW7VqhX379sHv9+t+ED927BgKCgp051Wq0erXrx+2ii2S9u3bo3379vjnP/+J/Px8XHHFFXj88ccxfvz4mN7DRETVDa/P1vD6HMDr88mBPawtUNuBGIYtqlXWmirqpLL/LpJDf5AEQNO/2qvpL+SJ3GtIEARcm9kAL/Vsh3+1bYXVhdkYpqmuVrRu3RpDhw3Dh1JO0DlS6th0VdVWw2ohSfOktK1A0tPjMmjRWF2tBtU+ER63qBuuqK20Fn2Srro6Uj9is1Yg0YbVNp8Ut7A61LmjPb+297TV3tcAIva+Dtn7OUyfa+PxoY4J1T86XM9pbd/rWL4isdL3OpJEhtXh/Hl4Pf449AFKS0sxffp0FBUVJXpJRERV5plnnsHChQsxcuRIzJ07N+IPeqFs3rwZO3bsUG/LsozFixcDAC644AIA5VVDxoqeY8eO4c0334zq8ZQfuoznWrVqFY4fPx7d4i0aNWoUjh8/jpdeesn0fu2vySr9O/Py8kzPI0kSnnjiiYjnSSSlh6fx72bVqlXIyclR/14BYPDgwcjKysKaNWt0+7744otB5x06dCicTicWLlxo2lO0oKAAHk9wO0DFiRMngir90tPT0bJlS5SUlMDtDj/3hoioJuD12TpenwN4fT45sMI6AkkE4EegHUjZq2UWVmv7V2tzXWP/amXgYkV1Sk/BsRMy3s7KxUd33GG6j1JlPTqtMdJF/V+10hLEmewv+zNyWK1WVzeoWx5Wh2gFUuov0LUCCQxaDHzCZBy0CGjCak11NQDdoEWvV1TDajW09gU+dbEyaNHYCsQs0LUaVleVWFuHKKJtIRKu97WxdYfxMcJVXBuPNTvGrOpae6yWWcsSqyq7pUe8wuqK9q8207xxL2QVfoeCggJ12nK4XwMjIqotVq5ciYULF6J58+Y4++yz8d577+nub9SoEc455xxL5zrjjDMwadIkjB8/Ho0bN8bGjRuxefNmjBw5Uv3NlTp16uCcc87Bu+++i6SkJHTu3BmHDx/GG2+8gZYtW+r6M0Zy3nnnITk5GXfddReuvvpqpKenY9u2bfj888/RunVr+P3xv15MnDgRmzdvxqOPPoqvv/4aZ511FurUqYMjR47g66+/htPpxIoVKwAE+oOmpqbi1VdfRVJSEtLT09GgQQP069cP//jHPzB69Gi88sor2LFjB84//3zUr18ff//9N3788Ufs378fGzdujPv6o3X99ddj3bp1eOihh/Drr7+iQ4cO2LlzJ9566y20bdtWHdql7Lt27Vrcd9992LFjBzIyMvDtt9/ixx9/RP369XXnbdasGR544AHce++9GDZsGC655BK0aNECOTk5+P3337Fhwwa8//77pj0+AWDNmjVYtmwZLrjgArRp0wZ2ux3fffcdvvzySwwdOtT0V9SJiGoSXp+jw+szr88nEwbWEUiiALkstxNtciDINfSv1vawVhi7FgRCa5OBixbszy3BKYIQVA6/Ki8Lw0YEV1crlF7W7234GuNTmgHQ966OKaw29q1OrVceVienR2wFcsJtM62uBgJhtdLLWltdrbQCUXtWS9YGLWrDaq1QFcCRwuqqDKpDMVtDrC1EgPABtvJ6VDS4DtUmxLgeY7sQIPSAxerYRzqRVdWhquMB/Xsm2dUAc+bMwYwZMwAAr7/+Os4//3yMGDGi0tdIRJRIv/zyC4BAv8m777476P4+ffpY/oF40KBBaNu2LZ5//nns3bsXDRs2xLRp0zBt2jTdfo899hgef/xxbNq0CW+//TZOPfVU3HbbbbDb7WF7Txq1bt0aL774Ip544gksWrQINpsNPXr0wIoVK/Df//4Xhw8ftnwuqxwOB55//nm8+uqreOedd7Bw4UIAgcFFnTt3xqWXXqrum5SUhCeffBILFizAnDlz4PF40KdPH3Ug1Ny5c9G3b1+sWrUKzz//PLxeLxo3boyOHTti5syZcV97LNLS0vDaa6/h6aefxqZNm7B69Wo0bNgQV155JWbMmIE6deqo+9atWxcrV67EI488gjVr1kCWZfTt2xfLly83Hd502WWX4dRTT8XSpUvxxhtvoKCgAPXq1UPbtm1xyy23oHHjxkHHKPr27YudO3fi008/xfHjxyGKIlq2bIm7776b/TGJqFbg9Tk6vD7z+nwyEeSKdDSvxdxuN7Zv346HPszCMb8Ar8sGu0uG0+VHUrIPyck+JCUHvk9K9iHdAaQ4gIYuGUk2IN0B1Hf54bLJqOfyo4HLB6cowGVLgV10wiWmwgkH4C2FXJoXGLpYdAIo9UDOzQsMXSwuxYmsQgyZtwVNkh2Y368l2qS54Mn141iehEu37sO6TZ+EbQZ/4MAB/GPQICw95QzUtQU+nzALqgFYC6uVViD10gJ9qw2tQLTV1aX+QrW6OsdtV1uB5JaF1vlefSuQYm95dXVpiR0+rwiPR4THbYPbbSu7bVP7Wku+QEho8wbaZ9i9UsTqaqt9qysSVi9bMyHiPpNGrbB8vlhEW4kNRK6+DjWsMVS1s/F82uA63PFWenGHCrIrU7wC6VCtWowhvPGDFeNxVtvYGN+7y9ZMwPTp0/H2228DCFzY169fjxYtWlh8BpVD+Te3U6dOcLlcCV0LVW98r1CiHDp0CIMHD8b06dPVD/6Iajv+m0vR4PuFEoHXZzoZnQz/3rLCOgLZJkCSyyo/Db2rw9EOXFTYytpy2AUnHGISYKHC+sE1v+NIvgdH8j2YtHEv1l+SCbtDwmvHctF/wECkpKQgOzs75PGpqak4b+BAvPPjz7i+cVMA5UE1UF5VDQDO+jYAtshhdZIrYlitbQVS4gsEncZBi1pRD1rUhNVWBi1G07c6lrB62ZoJ2Lp1K3r27BlxX2V/M/EKsmNpJRJpgGNFK67NBjOaHW+lCry69oiOVTwrxsP1Llfed3PmzMF3332HQ4cOIS8vD3fddRdeeeUVDoYgIiIiIiIiooRjYB2BrAQ4YnBobbdLsNsltWd1qIGLybbYWkls/OUo3vruL/X2Pee0gkMUIAHYUeDBr59/igFn9S271yRoksvvykxNDgqqAX1VNQBrYbXJkMVYW4EU+QQUeMxbgXjcYqCy2qfpXV32vbYViBJaA9G1AinfHntYbaWaOhpm54tHiB1tgG3W3kMRS3Adrr+18XjjOUIFsFYqsasbq4MwIx1nNeAO9f5NT0/HwoULMXr0aMiyjE8//RRvvPEGrrzyypjWR7XTddddhy+//BJTpkzBbbfdFnbfzMxM0+1r1qxBhw4d1NuDBg0y/fXIZ599Vjc0hYiIiIiIiE5eDKwtkG1CxOpqY8/qihCSk3CiyIO7X/lF3XZJx0YYmtFAvb20b1P4vIEH9RSXP7i7yLztAlAeUgNQq6q1LUAARBdWa4YseqVSuKUiNawu8XnVsFppBaKE1cZWIF4pUF0NQBNOo7xftb88qJb8AiDJalitVlFLsmmIF6kVSKxhdbyD6nAqoxpb+9zChdfxCq7DDWYMnCN0eG08l/Gc8VAV4bfVViBAdAMXw/WvDqdPnz64/vrr1anJDzzwAPr375/w1iBUPaxduxa7du2K6pjRo0dj7Nixum2nnnpq0H7nnntu0K9rtm3bNuo1EhERERERUe3EwDoCSRQAKTBwUdS09wg1bDEpdF4cOE50hr7TmQSUegAADy3bhqMn3ACARqkOPDDidKDYp+4q1nHAXuiFzyvCmSKpobU2lDZ9CENQrbQAAWIIqzVDFv2yFwDgkwOtQAAEhdVAeSuQIl9ZaxCTViAeT5hWIJIAUZLUkFobQEfbCiSWsLoqg+pI4hVkWwmvYw2urQxmDJwjdHitnCuUUD20oxEu/I5HmB3PcD3ca2GlHYjW3XffjfXr12Pfvn0oKCjAv/71L3WqNJ288vPzMXfuXMyaNSuqgStNmjRBt27dIu5Xv359S/sRVTctW7aM+oMcIiIiqly8PhPVTgysoyTaZDg0QbVZaB2OT/LAbgsTWgPY9P1BrPrkT/X2w1d0QINUB2SbCLnAA1tdF/x5bjW0BgCkWHv8SEE1APOwOsmpD6vtTl1YbaVvdaG3vBUIABR4gCJfcCsQnzdMKxBfcCsQMUJYbff5TftWK2piWB2OcZ3RBNjKc481uI62v7XZuSKF10ax9H+OJuQ2C4GthtiRgmor1dXhzhGuutpK7/Xk5GQ88cQTuOyyy9CmTRvcdNNNEY+h2u+xxx5DRkYGRowYUW0mhBMREREREdHJg4F1BJIoQBIBEdaGLQLW2oN4pVI44QjaXlTixb+e3aLevrjXKRjapUlgLfAAcAaF1gDKg+sQlP20QTVgUlUNRK6stjshu1IBQBdWu/3FUfetBsrD6tISOzxuMWIrELtPMm0FEin8CzVkUaumh9VmYgmwrQTX8ehvrZxLES681rISZIdj9l6paIgdjzVEehyr1dXG93G492/fvn3x4osvYuDAgUhOTo64Jqrdvv/+e6xZswbvvPNO1Me+/vrrWLJkCWw2G7p27Yqbb74ZvXr1Ctrvk08+QdeuXeH3+9GxY0fccMMN7F9NREREREREKgbWFilhdfmf5fc5o+xf7ZM9sAkOyKItaFTiE69uw5HjhQCABmku/PfanhDsMuQiN8Q0Z1BoDUAXXIdjFlQDCGoBAiBsWA1HEgCg1F9gechiqL7Vpf7gvtXestYg2gpryQddQC0aeljby9JvbXW1sW+1IlQrkNoYVpvRPp9I4XW44DqegxmN5wx13vLzh299E0ugbaVvdryECp4ro3e1lffv0KFDLT8u1V5erxf3338/Jk+ejNNOOy2qYy+55BKcf/75aNKkCQ4fPowlS5Zg0qRJWLp0Kfr27avud/7556Nz585o2bIlsrKysHLlStx000149NFHMXLkyHg/JSIiIiIiIqqBGFhHIIsCUJa5GUNrLYdJPuayWavCFOzJkAH8+vtRLF71g7r9P5N6oGG6CyguhZDqglwU6GkdCJoDoTWgD6IjPpYhqAZCtAABQobVsmgLCqujGbJY7A3ft1rbGkSShEArEEkqbwFiElZXtG+1WVhd24JqM8pzTFRwDVgLrxVWW3GEC36thtlW1hitcBXSkVqBhPsNASsfvBBF8uKLL6K0tBRTp06N+tjHHntM/b5Xr14YPHgwLr74YixYsACvvfaaet99992nO+7CCy/EmDFj8MQTT0QdWG/fvj3qdRIREREREVH1x8A6SlbbgljmSAJ8geC55Sl1MWF0dyx7axvO6tIco887FRDKgrKy0FoEIBV4ICTZICQlQy5rCK2E12YEJZg2C6oB837VzqS4hNVeQ3YWNGQxxr7VNp8Udd9qhtWhJSq4BqILhuMxHNEYDEfTJ7siwXW8wmqjaActRiLLMt5//30sW7YMK1asQFJSUtTnoJrnyJEjWLRoEWbPng2PxwOPp/ya4vF4kJ+fj9TUVNhs1j7wqVOnDgYMGIC33nor7H42mw3/+Mc/MH/+fBw7dgxNmjSxvOZOnTrB5bL+gS0REUXP7XbzA0IiIiKqcgysLYolqHb7BV2VtV/yqQMX/bIXDpQFQXYn4CtBeloSZt95Ia4Y0h5pdgFiSjLkktLyimdNaA2UB9cB5YMcy7dp1p+mud8QVAOIa1itDFn0SjDtW60Nq419q3WtQPyCGlYb+1aLhr7V2tAu2iGLRidbWK0VTXAdbX9rQP+hQaTwGohPX+lIQbYSFscy4DHS+qz0qY42rA71wQug//Al1vfxTTfdpPYv/t///ofbbrstpvNQzXLw4EG43W7ceeedQfctXboUS5cuxZo1a9ChQwfL55RlGYIQ+b9hWS7799rCvkRERERERFT7MbC2IFQrELvd2q/el/hFJEfYV2kLAgBdu7QBPKVAqQcCYBpaKz2tFYHe1po1a+4DNCE1YB5UA+UtQIDysDo5HbIYCPKshtXFPhGFXvMhix5JH1YrfavdbpsurPZ5RUg+wKZp/2Evq65WK6Y1fasB6PpWG1kdsngyh9VaVoLrWKutFeGqrhWhAt9Yg2yrfbFjaRsSLbP3ajRhtVG8WoH06dNHDawXLlyIUaNGoW3btnE5N1VfHTp0wPLly4O2T5w4EZdccgkuv/xytG7d2vL5CgsL8dlnn6Fr165h9/P5fFi3bh2aN2+Oxo0bR71uIiIiIiIiqn0YWMcoXFjtlQBXiLzLJ3tgL6uG9kqlcIhJEDRtQYIkuUKG1gpjeK3QhdRAcFBddn5dVTUQCKuT6qpV1UBwWO2XfDGF1cYhix63LeKQRZtPstS32jhkMZZWIKQXr+AaCB0WG0PYcAG2wiwothJiRxtexzK8MZJQH6pEG1aHey9X5IOXCRMmYNWqVfjpp5/gdrvx0EMP4aWXXor5fFQzpKen64YjajVv3ly97/Dhw7jwwgsxbdo0TJ8+HQCwZMkS7N27F3379kWTJk1w5MgRLF26FFlZWZg/f756nrVr12Ljxo0YMGAAmjVrhuzsbKxcuRI7duzAE088UflPkoiIiIiIiGoEBtYWiDYZosUBiqGU+EQ4nYFz+CQPIAI2wYFffz2AZS+vx123DEPDOmU7OzQ9Y0sDQbaQnKQPrRWG8DpIiiaYLqOrqja0AAGgC6u9Uin8stdyZbXbrw+rS/36sLq0xK4OWVTCao+xd7Vb0PWrFg0tQThkseotWzOhQv2tAWtV10BsATYQfbsOa1Xg8Q2urVRVA4kLq4FAT+G5c+di+PDhkGUZH3/8MT7//HOcd955FTov1Q6yLMPv96ttPACgbdu2WL9+PdavX4/CwkLUqVMH3bt3x8MPP4wuXbqo+7Vs2RLZ2dl49NFHkZeXh6SkJHTu3BmLFy9G//79E/F0iIiIiIiIqBpiYF3J3H4ByWWvskeSkazJ3nySBw899Cq+/HIH3nn3azwx5yoMG5wJeIr1oXWZoEprIPB9qTv4gQ3Btq6iGjCvqjb0q44lrM736sPqYq95WO3zioHKap8Y1LtalIKHLEYKqzlksfLFYzAjYL3KWWHWBiPaKuxw4XVlB9ehKqq1j62VyLBa0bVrV1xxxRVYtWoVAOChhx7CRx99ZHngHtUeu3bt0t1u2bJl0LZBgwZh0KBBEc/VrVs307YjRERERERERFrWShepUmzc8Au+/HIHAKCkxIOM01sG7iirdA58nxQIl4FAe5DkpPLwWZHkCv4qo+6v3ucM9KrWVlVXQVjtM7T9cGuqqn0+TVitGbKohNU2n2QaVisYVletZWsmWHrNbD4pYtsV0S/rvqyy+yTdVySCJEfsN21lDXafP+gr3H3h2n9U17BacffddyMlJfBv0c6dO/Haa6/F9fxERERERERERGYYWEdgdbibtyyXKg1dTAkA8Es+AIDH48MjD69Wt3fs2BqZ7ZsHgmMgECSr1c/60FobXIf8ql8XQv26oYPqsrBasCcHWoAkp0N2paphtVsqimtYXVpih88nwuMODqs9ZQMXtWG1GkybVFYrlL7V4ULGSAEkw+rYxTO4VsQSXgOwHF7HK7jWP3boYNrquc3WlciwGgCaNWuGm266Sb396KOPIj8/P+6PQ0RERERERESkxcC6krj95UF3iU//MvtkD15Z9in27T0GAEhJScH+/VnIKfQBdmd5aA3oQ+v09KDgOuQXENg3RFAdqqq61F8At1QUWKfkgdtfXKlhtc8rQvILQWG1XdMKBEBQn2rtkEWFWXW1VlWEfCejaIPrWMLrWKqvw6mM4DrWc5kF1YkOqxU33ngjmjdvDgDIzs7G008/XWmPRUREREREREQEMLCuFCVlOWqxJqhWwl6PJKOgoBSLntmo3nfHHXdg+PDheHHxx/oTKa1BHEnB1dbhvtLTy0PqEEG1UlUdqgVIqb8Qbn8xPJIcVVjt9RvagPhENayWJCGoX7XPKwIeWe1ZbQyrlepqALq+1UpYHWsrEIbV8Wc1uAb04XVlBdhWg+toHjcakY6zUlWtnEdR1e/j5ORk/Pvf/1Zvr1y5EkVFRZX6mERERERERER0cuPQxQrw+UTYHRI8EuAIEf27/QJcNn0otWLJV8jPKwEAtGjRAtdeey3+/vtvDB06BP+8/iI0qOMMDFj0lQRCZk9x4ECTQYymjPuVBd9qRXXZPrIYGKBm1q/aL/liCquLfPqwurTErobVbrct0P4jRFht80mmYbVxyGJFw2qqXFaHM2oZ/45CDWzUsjq8UXlfhBrUqLx/rLT/iUfFdaiQPFxVNZC4uJ3IrAABAABJREFUD11GjhyJZcuWITMzE7fccgtSU1Or5HGJiIiIiIiI6OTEwLqKncgpxitLv1Jv33333XA6nWjdujWGDh2KFxd/jLvvHA0AEOxOwOeBLrbyFFsLrjWDG60E1QCqPKyWfIAtAWE1q6urxrI1E7B161b07NkzqvAa0P+9RRNeV1VwHQurQTVQfcJqABAEAW+99RZsNluVPSYRERERERERnbwYWEdBtMVWXen2C0gue6VXvPgliosCAXHbtm0xatQodb+bb761vMq6fh3AWxroaY2yamtAF0RHYgyqAYSsqgagDlcEEDKsLvQKKPGH71ltFlYb24BIPqgDFW0+KdA6IUJYrbAaVpthWJ0Y2te9MsNr0S+HDa2BwPslVGgNxDe4DtdyxEpQDVSPdjYMq4mIiIiIiIioqjCwrkLZxwvw1srv1Nv33HOPLghSq6yXrMfdd1waCJk1obVCDa8NdMMaLQTVgHlVNRDouX3CbVODagAVCqs9HltQWG3zSmpYrQxbDBdW233+qMLq6hD0UTDj30MsrUPCBdfxqLYGgsNmKwG2lZ7YofpqR3r/AtXrPSzLMgShcqrRiYiIiIiIiOjkxcA6EhGAP/rDvBLg0hQllvhEuOqm4aZ/DcVT/12L9u0zMXTo0KDj1Crrfw5B/fppEEzafyitQgCUB9NammOMQTWAoKpqYwsQAJUSVkuSENewWothdc0VS/V1PIPrcKG1lpUwOhyrQTVQvd+/x48fx8KFC5GVlYXnnnsu0cshIiIiIiIiolqGgbUFoihDFCs+bM1mE3Hsr3xcMeZyzLz9TtPqRLXK+sWPcNddl0MWbRAkf+i+1SbblZAaCATVAEyrqgFEbAHi9gvwSohLWO1zC3ENq0MFgByyWHNFO7DRanBd0WrrWIV6jyrrMqruVdXZ2dk455xzUFRUBAC44YYb0K1bt8QuioiIiIiIiIhqlfgnNHHy119/4eabb0bPnj3Ro0cPTJ8+HUeOHLF07BNPPIHJkyejb9++yMzMxOrVqyt5tea0oa/bLyD/RDHWrtqK226diRYtWoQ87uabb8Xy5ZtwLDsLQCCA1n4BCATVmnYfxvu9UqlaVe2WitSqam0LkBKfNxBU1/CwmkMWa59layaoX1ZE+pAiUm9zIPCeUr4qItJ5RL9cI8NqAGjYsCHOP/989fbChQsTuBoiIiIiIiIiqo2qZWBdUlKCSZMm4c8//8S8efPw6KOPYv/+/Zg4cSKKi4sjHr9ixQqUlpZi4MCBcV+bwyHB7ogt0FqzfAv69x+AlJQUZGdnh/xKTU3FeecNwJLFG9QKaS3TABvlIXWpv0AXVAPlVdVmLUBChdX5Xn1YXeAJDqtLS+wMq6lSWQ2ubT4pbHAdKig2ow2do/2K9vHN1h1NWF/Vbr/9dvX7devW4Y8//kjgaoiIiIiIiIiotqmWLUFWrVqFgwcPYt26dWjTpg0AIDMzE0OGDMEbb7yBa6+9NuzxW7duhSiK2L9/P9asWVOhtQhR9LAu9QOAACAQSjnKPg74cu1WND0lHbu2/4V9u/7CeQPOgb4biGDyHXDmidaBvtMW8nGlPzUANaQGYNqrGgjdAgSAGlaXlj1vJaz2SsFhtc8n6sJqj9sGn0+slAGLge0Mq09Wy9ZMsNQqxOaTKtzbOp5CheShwvXq/r7NzMzERRddhI8//hgA8Oyzz2LBggWJXRQRERERERER1RrVMrDetGkTunbtqobVANCqVSv06NEDGzdujBhYi2LVF457JcBhC95eUliC1558DyVFbrTr2AJPv3kjWp5SBwCQbJfgFAXYxMBfg10IDFC0i/pBitowOhSzkFrZbgyqAYQMq43DFQFEDKvdbhskSWBYTZXOao/rSKE1ULnBdbhK7poaVGvddNNNamD99ttv48477wzb5oiIiIiIiIiIyKpq2RJk9+7daN++fdD2jIwM7N69OwErQsxDF794+2uUFLkBAMVFbtRvVAcl/vKX3SPJ8Es+ANC379BURlv5MjvO7S/Wt//QtAA54bYFtQCxElYrLUC0YXXge4bVVHXi0SJEobTqsNouJNI5wlVUh3q/1rT3bK9evdCvXz8AgM/nw/PPP5/gFRERERERERFRbVEtA+u8vDykp6cHba9bty7y8/OrdC3aoDra0Lq4xItP3vxSvX3xxAFwS+VF7Uq1s1loDegDaDPqEEXNMEVjUG3Wq9osrDYbrljgAYp8gbC6sLSsqtorwuPRh9XK4EVtWG3zSmpYbfdKDKsp7uI1kFHLGDxb/Yr0+LWhqtropptuUr9/9dVXkZOTk8DVEBEREREREVFtUS1bggCAIFRNf1krYq2u3vrR9yjIKQQA1G+cjnOGdlXvK/GLSLZJKPGJSLZL8EgynPDBJtp1obVdcIYPrTX7KqF3qPYfAEL2qwb0YbVxuKISSHs8gT9DhdXwyLD5A2G0ElaLklwlYfXN93XE1q1bQ75WVSHRj18dVeZrcvN9HQEAT//317D7Ke+XSG1C4iVSSK6suya/X9LS0tC2bVvs3bsXJSUlePjhh3HVVVclellEREREREREVMNVy8A6PT0deXl5QdtDVV5XR7Ik4YtVn6u3h1zVH37RAbdfBhAIqRXG0FphDK/NGENq5XwA1NYj2l7VAEyrqgFrYbXHbYNXG1IbwmohTmF1qKAaqL6V1Vu3bkXPnj0TvYxqpapek2VreloeyAhUTnBtpZJbeZ/WlvfKnXfeiWnTpgEA1q1bh9mzZyM5OTmmc7ndbmzfvj2eyyMiIiIiIiKiGqhaBtYZGRn4448/grbv2bMHGRkZCViRNV4/kFQ2eHHP938g+3A2ACC5TjJ6D++r7hcIjgOBWbItEHJpQ2uV5IVTNK801+2H8pAaCA6qlccMV1UNmA9X9PkCrUAkCWpY7TEZsij6JAiaPtVWwmq7L5CU14awmhLP6kBGwPx9FE2IHU2bkdr8/hw+fDhat26NlJQUTJo0qVr9ZgwRERERERER1UzVMrAeNGgQHn30URw8eBCtWrUCABw6dAjbtm3DzJkzE7w6PZ9XBGz68KrIJ+Drdzart3sP7QVXiguABLdfgMsm60JrAGp7EAC66mtjMK1lFlIr20MF1aGqqr3+4LBaO1xRkgQ1rDZWVycqrK7NQSDFbtmaCZZCa6NoQmir66jt7HY71qxZgyZNmjCsJiIiIiIiIqK4qJaB9ZgxY7By5UpMmzYNt9xyCwRBwFNPPYVmzZph7Nix6n6HDx/GhRdeiGnTpmH69Onq9m+//RY5OTnIysoCAGzfvh0pKSkAgH/84x+VuvZSP+A5noM93/6mbjt71FkAAq04UuzloTVQXlmtBM7a4DoSbUitnEsbVCuPqdw2q6oO1wJEG1a73bag+8KF1Ur453D7IZaF0bGG1ayqpmhFU21dGY97MmnatGmil0BEREREREREtUi1DKxTUlKwbNkyzJ07F3fddRdkWUa/fv1wzz33IDU1Vd1PlmX4/X7Isr4Sd+HChfj222/V2ytXrsTKlSsBALt27YrLGn0+EXZHIEhVqpUdZfnx9g+2AGVraterPeo1bwy3H3DZZF1oDQS2aSurjSF0JNqQGjAPqqOpqjYbrmhs/yFJAnxuAaJUHlbbNEG1saoaYFhNiaF9r1RGeM33IlVnK1aswOrVqyEIAlavXp3o5RBRLfPp1oNY/uFOZOWWoFH9ZEwc2gEDe7ZK9LKIiIiIqBaoloE1ADRv3hwLFy4Mu0/Lli1NA+gVKyq3qtLnFeF0BQepXglw2IDivEJAEABZRu+RZwftZwyty+nDam1rEEDfAiRcSK1sU4JqIHRVtXI7VL9qs+GKkg+BcFoJqcOE1dpguqLDFRkOUkUY3z/RBth8/0UmyzK+//57tGvXDg0aNEj0ck56x44dw86dO9muhYji7tOtB/HMmz/B7Q38j+bx3BI88+ZPAMDQmoiIiIgqrNoG1tWR0sfZ5fKH3MfrB869eSz6XHUh9n62Da16nqGGxkB5VbVZpbUxwHb7bSEfR7tvNEF1uKpqY7/qwO1AhbUSVsMjw+aXywNqTTuQUP2qAUQVVrOqmqoC31Px9fHHH2P+/PnYsWMHZs2apWvTREREtcvyD3eqYbXC7fVj+Yc7GVgTERERUYUxsK4AnzcQFCutQZSKZYcNSG/aAF3HXADRJqutOIBA2xClh3Wxrle19YFvxYYe10p4bQyqAfP2H8r94VqARNOvujLDaoaKRDXDiRMnsGPHDgCB33KZOnUqbLbQH7oREVHNlZVbEtV2Iqo8R44cUb9v3rx5TOf45ptvMHHixKDtaWlp+P7772NeGxERUawYWMdI0uSqPq+IUkhIKstmlIKTJENWU6IrRCmvrAaCQ+hIzEJqQB9UK7eLy4YthqqqDtcCRAmvYwmrK9qvmmE1Uc1xySWX4KGHHkJubi4OHTqEjRs34qKLLkr0soiIqBI0qp+M4ybhdKP6yQlYDdHJbdCgQQAAQRCwc+fOCp3r3nvvRefOndXbLD4gIqJEYWBtkSQJpt9HUuQTkGoPVFkn2YyhNaAE1wolwFYY24R4yzLdcCG1ss2s/QeAoKpqSRLgdtvU77VtQAL9qqW49KsGysNqBtVEtUtSUhLGjRuH5557DgDw5ptvMrAmIqqlJg7toOthDQAuhw0Th3ZI4KqITk6//fZb3M7Vrl07dOvWLW7nIyIiihUDawuUgFryC5DEwPc+rwhRUxQt+fz4YvZCnNK1PTIG9kDDVk00Z1CC5EBIqw2uS/xAsuaDa2+IMNwYdGvbjBh7VAfOUx5UK+sN16s6VFV1VferZlhNVHONHTtWDaw3bNiAEydOoF69eoldVC00ePBgS/vl5+dX8kqI6GSl9Kle/uFOZOWWoFH9ZEwc2oH9q4mIiIgoLhhYR6CG1ZKgfq8MXtS2Bcn6+Tfk7TmIvD0Hsf+z7zFq0T0AyhPtJJu2AlrWbQ+uug5WatgnVDU1ED6oliQE9aqWJKF8H01Vdbz7VTOoJqrdMjIy0LVrV/z000/weDxYu3Ytrr766kQvq9Y5fPgwBEGALMth9xME678NREQUrYE9WzGgJqoGVq1ahY0bN+L5558Pum/KlCkYPHgwrrjiCkvnuuOOO5Cbm4v09HSce+65mDlzZsx9sYmIiCoiusbJJyFZMm8HYhxMeOjLreo+zc/pAS9EeKVAiOz1B1dEK1+lZfeF+8p2C7pjlOMKPIGvYi9Q5AsE1fne8vYfpSV29cvjCVRVe9y2QPsPX+B7j8cWuN9tg8dtAzyy2vrD4fHD5pXUsNrmk+B0++Fw+037VSthtSDJDKuJTlKjR49Wv1+9enUCV1K7RQqrre5DRERENdvq1asxffp00/umT5+O//u//4t4jrS0NEyePBmzZ8/GsmXLMHXqVGzevBljx45FdnZ2vJdMREQUESusLVLagWjbggCB4YulBW5k/bBD3dayf4+gimgluHZo2n/oq65DU86lbfcBBAJq7T7GHtXaimpj+w9ddXUlVlUDocNqBtVEtc/IkSPx0EMPwe/345tvvsHBgwfRqhUr8OIp1A+lREREdPI5cOCAblCiVqdOnXDgwIGI5+jYsSM6duyo3u7Tpw969+6NK664AsuXL8dtt90W1Zq2b98e1f5ERERGDKwjKctXlZYgypfXK8LhkODzisjZ9iMknw8AkNa6BZKbNQcgqYMWtcGyVwIcZXXtXkOoHYpXc3y4kBpA2KBa8gtl9wkRe1WLUvlte9kCzKqqAbAFCBGpGjdujAEDBmDTpk0AAlU/t9xyS4JXVbtUVWB93XXX4csvv8SUKVMi/qCamZlpun3NmjXo0KF8CJskSXjxxRfxxhtv4Pjx42jbti1uuukmDBkyJK5rJyIiOlmUlJSgpKQEycnJQfcVFxejpKQkpvOeeeaZOPXUU2MKnzt16gSXyxXT4xIRUWRut7vWfzjIwDoCQZKDhi4qfyqh9dGvv1P3b9K3txoeA0AppKBzKqGzM0xDFk/wYbq+1IA+pFZuRxtUi5BgU1p+lP1ptaoagGEbq6qJCLjsssvUwPr//u//cPPNN7Ofcg2zdu1a7Nq1K6pjRo8ejbFjx+q2nXrqqbrbTz31FJYsWYLbbrsNZ555Jj744APccssteP755zFgwICKLpuIiOik07ZtW2zevNl0KPOWLVvQtm3bmM/N9mJERJQoDKwtkCQBok3WVVj7vCLsDglFx0+gYM8fgR0FAQ179FIDZCNjeK1UYBu3GWnPZyWkVrebBNWSXzBt/yFqv1cCaJOwmlXVRBTJkCFD0L59e1x44YUYPXo0w+o427t3Lx5//HEAwK233oqMjIygfXbv3o0FCxYAAGbOnBnVD6v5+fmYO3cuZs2ahZkzZ1o+rkmTJujWrVvI+7Ozs7FkyRLccMMNuO666wAAZ511Fvbv34/58+czsCYiIorB5Zdfjoceegh169ZFr1691O1bt27F7NmzccMNN8R03l9++QX79u3D0KFD47VUIiIiyxhYRyBIMlAWCNvLWoAAgN2utAP5Vt03vf0ZsKfVhccTCIyVfewOk3LpMoXe0I+trdQ2VlVrQ2oA8CqBtDacNlRUQ2nzYQiqI1VVK68De1UTkRXJycnYtGkTg+pK8s4772DDhg3o2LGjaVgNABkZGfjrr7/w66+/4vTTT4+qLctjjz2GjIwMjBgxIqrAOpIvvvgCXq8Xl1xyiW77JZdcgnvuuYf9zomIiGJw1VVX4ZdffsHVV1+NZs2aoWnTpjh69CiOHj2KUaNGYdy4cRHPMXPmTLRs2RJnnnkm0tLSsHPnTjz//PNo2rQprr766ip4FkRERHoMrC0QJVlXG60dvHjip/LAumHPPvC4bRBFGXaHBI9HhCjqw2uFWYhtrMzWBtZKQB34PjiklvxlAXVZZbU2sA4E1cEV1eGCagAVrqpmUE108mJYXXm+/PJLCIKAESNGhN3v4osvxo4dO/DFF19YDqy///57rFmzBu+8807U63r99dexZMkS2Gw2dO3aFTfffLOu0mv37t1wOp1o06aN7rjTTz8dALBnzx4G1kRERDGYO3cuLrvsMnzxxRfIycnBWWedhfPOOw89e/a0dHz79u2xdu1avPLKKygtLUWjRo1w0UUXYcaMGWjQoEElr56IiCgYA+sIREmG4JchAvC5BdjLZkf4vCL8BcfgPnoEACDY7Ug+vYfa11oJrgGo4TUAiGUZtDaMVkiGDNssoFZuG0NqZX/tdqVHtdWgWnm+xl7VVqqq2f6DiKhq/P333wACP1yGowTByv6ReL1e3H///Zg8eTJOO+20qNZ0ySWX4Pzzz0eTJk1w+PBhLFmyBJMmTcLSpUvRt29fAEBeXh7S09ODPsyoW7cuAODEiRNRPWZtHzJCREQUjV69euk+KI7GjTfeiBtvvDHOKyIiIoodA+sIlHBXAnShtSQJ8GTnwl63EXx5WUg59QzIYgp8vkCvayWsBsoDZwC67VrafYDycFq5TwmidbeVCmplm9qfWobNbxigGCKoBhBxqKKyT2A7q6qJKDrZ2dn466+/0KlTp0QvpVZQgl2bzRZ2P7HsE9K8vDxL533xxRdRWlqKqVOnRr2mxx57TP2+V69eGDx4MC6++GIsWLAAr732GoDA4CazyvtYBzp16tQJLpcrpmOJiMgat9vNDwiruffeey/iPhdffHEVrISIiCh+GFhHIMjlLTK0obVoB5wtO6D5DY/Bn3MIguyDzyeWt9MQZYi2suPKwuhQYbV2H+33SqW0sk1bPa1u04TUQKA/dSxBtXKbQxWJKF727t2LW2+9FVu3bkVmZiY2btyY6CXVCmlpaThx4gR+/fVX9OvXL+R+v/76q7p/JEeOHMGiRYswe/ZseDweeDwe9T6Px4P8/HykpqZGDMkVderUwYABA/DWW2+p2+rWrYu8vLyg4Do/Px8AUK9ePUvnJiIionJPPvlk2PsFQWBgTURENQ4D6wiEsqpjpd5ZCa0lnwBJEiGKAsT6rSGKMjzu8qBaFGXApw+prVRXa8NowCS0Vm6rvaYjh9QAQrb+AKwF1dr7GFQTkRVNmjTBzz//DFmW8dtvv3GoXpxkZGTgu+++w7Jly3DppZea9pbMycnBsmXLIAgC2rVrF/GcBw8ehNvtxp133hl039KlS7F06VKsWbMGHTp0sLxOYzB9+umnw+Px4MCBA7o+1rt37wYAS+skIiIivU2bNiV6CURERHHHwDoCJdhVgmqgPLSGJEMSleA6EFRLkqBWWQPlIbVSbW1G2+pD3WYMrHUBtVS+NkNIrWzXDk+M1KMasBZUA2z/QUTWpaam4pxzzsEnn3wCANiwYQOuvfbaBK+q5uvfvz++++47HD9+HFdccQVuvfVWnHPOOahXrx5OnDiBzZs346mnnsKxY8cgCALOO++8iOfs0KEDli9fHrR94sSJuOSSS3D55ZejdevWltdYWFiIzz77DF27dtWt2+Fw4L333sP06dPV7e+++y7at2/PDzOIiIhitHnzZvz+++/o0aMHOnfujHvuuQcff/wxOnTogPnz56NZs2aJXiIREVFUGFhHoK1elkQBgk2AKJa15xAFfXDtEwCxvP2HEmADAHzhHycotNYE1CLKBj8aA2m/JoQ2qaYGoAuu4xVU33xfR8sTp4no5HbBBReogfX69esZWMfB2LFjsWTJEuTn5+Pw4cO46667gvZR+kLXrVsXY8eOjXjO9PR0dTiiUfPmzdX7Dh8+jAsvvBDTpk1TQ+clS5Zg79696Nu3L5o0aYIjR45g6dKlyMrKwvz589XzNGzYENdccw2ef/55pKamomPHjvjggw/w9ddf47nnnov6dSAiIiJg2bJlWLBgAdq1a4eFCxfi4osvxsGDB3H77bdj3bp1mDdvXsS2IURERNUNA+sIREmGzSdBFsurn/2ShKxPFyHplDOQdGo32NMaQRAFyLZAJbTCJwYPlwr1GEBZqFwWTpdvL/8zVCW1dp9wbT+A+FRUb9261dLzIiK68MIL8e9//xsAsGXLFhQWFqJOnToJXlXNVrduXcybNw/Tp0+H3x/4N107uFBpw2G32zFv3jykp6fH7bFlWYbf79c9Xtu2bbF+/XqsX79e/fvt3r07Hn74YXTp0kV3/G233YaUlBQsX74cx48fR9u2bbFgwQIMGjQobmskIiI6mbz66qt4+eWX0bVrV2zduhVXX301Pv30UzRt2hQXXXQRLr300kQvkYiIKGoMrCOw+aRAdTUAmyRDFAW4s/ageN9WFO/bCtuPa9Hqysch2kTAB0hlIbUkCrBpgt9wjME0UB4kGwNq5T5tQK3b30I1tXZ/tv4gosrUokULdOzYEb/++is8Hg8+++wzDB8+PNHLqvEGDhyIJUuW4IEHHsDevXt198myjHbt2uH+++9Hnz59KvQ4u3bt0t1u2bJl0LZBgwZZDpxtNhumTZuGadOmVWhdREREFHD8+HG1BVfPnj3hcrnQtGlTAEDjxo1RXFycyOURERHFhIF1BEJZew2fI9DBWgJQfOAn9f7UFl3g8MmQpLLg2BYIrG2ac8iGSmtB0gfZ2qDYLJzW3gbMQ+pIldT6+yKH1ACDaiKKjwsvvBC//vorgEBbEAbW8dG3b1988MEH+Pnnn7F9+3YUFBQgLS0NnTp1QpcuXXQDD4mIiOjk4HQ6E70EIiKiCmNgbYESWgOAzyGi6PDP6n1pp3RSe0gD+sGJVphVVRu3h6ui1m5XQmqz+wL3M6gmoqp34YUX4qmnngIAbNy4EX6/HzabLcJRZIUgCOjatatuuCERERGdPLxeLxYtWqTedrvduts+X4RhSkRERNUQA+sIbN7yliAAIOUchTv/CABAEO1Ia3IGRJ+ktgKxGaqnIxEN+yvhNGAeYFsJqfX368NoBtVEVNW6du2KJk2a4NixY8jJycG2bdvQu3fvRC+rxurQoUNU+wuCoFa4ExERUe3SrVs3fPXVV+rtLl266G7zQ20iIqqJGFhHIMhlfaT9MiSbgKJjv6n31WncHk7ZAXj1wa/SPsSM3bAvYNIiRBtUm1ZKh273EbifITURVR+iKGLw4MF47bXXAABffPEFA+sKkGUZgiDoBh8SERHRyWnFihWJXgIREVHcMbCOwO7zl7fiAFCc/ad6X1rD9moALGn6VDvcfoRjrKoGwoXP5hXUwftZD6kBBtVEVLX69euHr776Cr169ULnzp0TvZwaj2E1ERERERER1VYMrC1QQmOf3YbC3L3q9rS6bdVg2BgmR2KsqtY+jiJUiB3YN3RADbCSmoiql9GjR+Oyyy5L9DJqhblz5yZ6CURERERERESVhoF1BKIkq2Gw7MmDu+gYAEAQbKibfAqkKHtWA8HBNBC+err8uOhCaoBBNRFVD4IQ3UBaCu3SSy9N9BKIiIiIiIiIKg0D60gkGYIkQxYFFOXuUzfXSWsFO+yA2wfJFjmIiVSBHamC2uwcDKiJiIiIiIiIiIioNmFgHYESHAuSjIITmnYg6W3UIDvaMDrUY2iZndMsoAYYUhMREREREREREVHtwMDaAiVQPrX5QDRIOw35+ftQr97psPsk+OyipWPDYThNRCeDoqIirFy5Et9//z2ysrKwevXqRC+JiIiIiIiIiKoZBtYRiFJ5oOwUktAovT0a1M9U7481kNYKFU4DDKiJqPaw2+2YO3cuPB4PACArKwuNGjVK8KqIiIiIiIiIqDphYB2BaLFdhxXhgmmA4TQR1W4ulwtdunTB999/DwDYtm0bLrroogSvioiIiIiIiIiqEwbWFkQKmmPBcJqITka9evVSA+vvv/+egTUREVEl+XTrQSz/cCeyckvQqH4yJg7tgIE9WyV6WUREREQRMbCO4PEXLoXL5cKuXbvQqlUrpKSkYNKoFSH3ZxBNRBRar1691O+V4JqIiIji69OtB/HMmz/B7fUDAI7nluCZN38CAIbWREREVO0xsLZAlmVcddVVOH78ODp27IiXX34ZzZo1S/SyiIhqnJ49e6rf//TTT/B4PHA6nQlcERERUe2z/MOdalitcHv9WP7hTgbWREREVO2JiV5ATXDkyBH8/fff8Pv9+PPPPzkkjIgoRk2aNEGbNm0AAKWlpdixY0eCV0RERFT7ZOWWRLWdiIiIqDphYG2B9tfWu3fvDrudhelERLHSVlmzLQgREVH8NaqfHNV2IiIiouqEgbUF2kBF23+ViIiixz7WRERElWvi0A5wOWy6bS6HDROHdkjQioiIiIisY6mwBdu2bVO/Z2BNRFQx2n9Htf++EhERUXwofaqXf7gTWbklaFQ/GROHdmD/aiIiIqoRGFhbcPjwYfX79u3bJ3AlREQ1n/bfUWU+ABEREcXXwJ6tGFATERFRjcTAOgK/34/s7Gz1duPGjRO4GiKims/hcGDx4sWoX78+GjduDEEQEr0kIiIiIiIiIqomGFhHkJeXB0mSAAD16tWD0+lM8IqIiGq+oUOHJnoJRERERERERFQNcehiBFlZWer3TZo0SeBKiIiIiIiIiIiIiGo3BtYR5OTkqN+zHQgRERERERERERFR5WFgHYHb7Ua9evUAsMKaiCjeSkpKUFhYmOhlEBEREREREVE1wcA6ggEDBmDHjh34888/MWfOnEQvh4ioVli5ciXOOOMMZGRkYP78+YleDhERERERERFVExy6aJHL5YLL5Ur0MoiIagWn04mCggIAwPHjxxO8GiIiIiIiIiKqLlhhTUREVU7bYunYsWMJXAkRERERERERVScMrImIqMo1atRI/T4rKyuBKyEiIiIiIiKi6oQtQSLYvHkznE4nmjRpgrZt28Ju50tGRFRRrLAmIiIiIiIiIjOssI7goYcewpgxYzBw4EDk5OQkejlERLVCgwYNIIqBS9CJEyfg9XoTvCIyuu6665CZmYknn3wyquOef/55ZGZmYty4cUH3DRo0CJmZmUFfGzZsiNeyiYiIiIiIqIZjuXAEJ06cAACIooiGDRsmdjFERLWEzWZDw4YN1YGL/ECwelm7di127doV9XEHDx7EokWLwl4vzz33XMyYMUO3rW3btlE/FhEREREREdVODKwtatiwIWw2W6KXQURUazRu3JiBdTWUn5+PuXPnYtasWZg5c2ZUxz7wwAO4+OKLsXfvXvh8PtN96tevj27dusVhpURERERERFQbsSWIRdoBYUREVHGNGzdWv2dgXX089thjyMjIwIgRI6I67r333sOOHTtw++23V9LKiIiIiChRjn32Ob6//kZ8NepyfH/9jTj22eeJXhIR1WKssLZIOyCMiIgqThtYZ2dno27duglcDQHA999/jzVr1uCdd96J6ri8vDzMnTsXd955J+rVqxd2308++QRdu3aF3+9Hx44dccMNN+CCCy6owKqJiIiIqDId++xz7Hl2ESS3GwDgPp6FPc8uAgA0GXBeIpdGRLUUK6wtYoU1EVF8aT8IzM/PT+BKCAC8Xi/uv/9+TJ48GaeddlpUxz766KM49dRTMXr06LD7nX/++bjvvvuwZMkSzJ8/Hy6XCzfddFPUATkRERERVZ0DK1aqYbVCcrtxYMXKBK2IiGo7VlhbxAprIqL4uuGGG3DNNdeoHwhu3749wSs6ub344osoLS3F1KlTozru+++/xzvvvIPVq1dDEISw+95333262xdeeCHGjBmDJ554AiNHjozqcfl+ISIiIqoa7qzsqLYTEVUUA2uLtL+6TkREFaf9d9VtqNigqnXkyBEsWrQIs2fPhsfjgcfjUe/zeDzIz89Hamqq6fDh//znP7jsssvQrFkztVLe5/NBkiTk5+cjKSkJTqfT9HFtNhv+8Y9/YP78+Th27FhUHw536tQJLpcrymdKRETRcLvd/ICQiOBq1BDu41mm24mIKgMDa4sYWBMRUW118OBBuN1u3HnnnUH3LV26FEuXLsWaNWvQoUOHoPv37NmDPXv24PXXXw+6r3fv3pg1axauueaakI8tyzIARKzOJiIiIqLEaD1hvK6HNQCILhdaTxifwFURUW3GwNoiBtZERFRbdejQAcuXLw/aPnHiRFxyySW4/PLL0bp1a9NjzY6bM2cOJEnCvffeizZt2oR8XJ/Ph3Xr1qF58+a8zhIRERFVU8pgxQMrVsKdlQ1Xo4ZoPWE8By4SUaVhYB1B+/btIQgCmjZtmuilEBHVKrIsIz8/H8ePH0dWVhYcDkeil3TSSk9PR9++fU3va968uXrf4cOHceGFF2LatGmYPn06AJgel56eDp/Pp7tv7dq12LhxIwYMGIBmzZohOzsbK1euxI4dO/DEE09UwrMiIiIionhpMuA8BtREVGUYWEewfPly9sgkIqoEsiyjS5cu8Pl8aNKkCRYvXpzoJVEEsizD7/erbTyi0bJlS2RnZ+PRRx9FXl4ekpKS0LlzZyxevBj9+/evhNUSERERERFRTcTAmoiIEkIURTRq1Ah///13opdCIezatUt3u2XLlkHbzKxYsSJoW7du3UzbhxARERERERFpMbAmIqKEadKkCQNrIiIiIiKiOPh060Es/3AnsnJL0Kh+MiYO7YCBPVslellEUWNgTURECdOoUaNEL4GIiIiI4ujSJz9HTomU6GUQndzqJOGYV8a/3v0VePfXRK+G4qxBsoj/Xtgg0cuoVAysI1i7di0yMjLQtWvXRC+FiKjWadKkSaKXQERERHTS++uvvzB37lx89dVXkGUZZ599Nu655x40b9486nO9fdt5nANFlACTZ3+M47klQdsb10/G0nsvSsCKqLK43W5s37490cuoVGKiF1DdzZ49G8uWLUv0MoiIaiVWWBMRERElVklJCSZNmoQ///wT8+bNw6OPPor9+/dj4sSJKC4uTvTyiMiiLJOwOtx2ouqMFdYWNG7cONFLICKqlVhhTURGxz77HAdWrIQ7KxuuRg3ResJ4NBlwXqKXRURUa61atQoHDx7EunXr0KZNGwBAZmYmhgwZgjfeeAPXXnttgldIRFY0qp9sWmHdqH5yAlZD4bDXeGSssLaAgQoRUeXgB4JEpHXss8+x59lFcB/PAmQZ7uNZ2PPsIhz77PNEL42IqNbatGkTunbtqobVANCqVSv06NEDGzduTODKiCgaE4d2gMth021zOWyYOLRDglZEZj7dehDPvPkTjueWQAZwPLcEz7z5Ez7dejDRS6tWGFhbwF9ZJyKqHAysiUjrwIqVkNxu3TbJ7caBFSsTtCIiotpv9+7daN++fdD2jIwM7N69OwErIqJYDOzZCtOv6IrG9ZMhINC7evoVXVm5W80s/3An3F6/bpvb68fyD3cmaEXVE1uCWMAKayKiysHAmoi03FnZUW0nIqKKy8vLQ3p6etD2unXrIj8/P+rz1fZBYETVWRqAm4Y21Gw5hq1bjyVqOWTCrG2Lsn3r1q1VvJrqi4G1BQxUiIgqR5MmTWCz2dCwYcPIOxNRredq1DDQDsRkOxERVR5BEOJ2rk6dOsHlcsXtfEREtUnjD7NNQ+vG9ZPRs2dPS+dwu921/sNBtgSxgIE1EVHlSEtLw759+/D+++8neilEVA20njAeoiHkEF0utJ4wPkErIiKq/dLT05GXlxe0PVTlNRERxY69xq1hhXUETqeTF2kiokoiCEJcK3qIqGZrMuA8AIFe1u6sbLgaNUTrCePV7UREFH8ZGRn4448/grbv2bMHGRkZCVgREVHtpfQUX/7hTmTllqBR/WRMHNqBvcYNGFhHUL9+fYYpRERERFWkyYDzGFATEVWhQYMG4dFHH8XBgwfRqlUgMDl06BC2bduGmTNnJnh1RES1z8CerRhQR8CWIBE0atQo0UsgIiIiIiIiqhRjxoxBixYtMG3aNGzYsAEbN27EtGnT0KxZM4wdOzbRyyMiopMQK6xD8Pv9AICBAweioKAgwaupfviamOPrEoyviTm+LnoejwdA+b+9RKHIsgyg/D1DRESVR/m3Vvm3l2qnlJQULFu2DHPnzsVdd90FWZbRr18/3HPPPUhNTbV8Hl6jiYiqxslwfRbk2vzsKuDo0aM4dOhQopdBRHRSadmyJZo2bZroZVA1VlBQgN9//z3RyyAiOqm0b98eaWlpiV4GVXO8RhMRVa3afH1mhXUIyl94+/bt4XQ6E7yaynHlgoMAgNdvja5vzvbt29GpU6fKWFKNxtclWFW8JrG+jxOJ75VgHo8Hv//+e6292FL8pKamon379nA4HJwxQURUyWRZhtfrjarKlk5evEYTEVWNk+H6zMA6BJvNBgBwOp1wuVwJXk3lyC0JPMdYnl9tfU0qiq9LsMp+TSryPk6kmrbeqqL820sUiiiK/GCDiKgKJSUlJXoJVEPwGk1EVHVq+/WZQxeJiIiIiIiIiIiIqFpgYE1ERERERERERERE1QJbgtQysiwjNzc30csgIiIiIiIiIiIiihoD61omNzcXs17bAldK+N5h7uIC+LztYXfwLUBERERERERERETVA9PKWsiVkgZXanqil0FEREREREREREQUFfawJiIiIiIiIiIiIqJq4aQLrP/66y/cfPPN6NmzJ3r06IHp06fjyJEjiV4WEREZuN1uzJs3D+eeey66dOmCsWPH4rvvvkv0sqiG+vvvv/Hf//4XY8eORdeuXZGZmYlDhw4lelmksW7dOsyYMQPnn38+unTpgiFDhuDxxx9HYWFhopdGGl988QUmTpyIc845B506dcJ5552HW265Bbt370700iiM6667DpmZmXjyyScTvRQiHV6fqz9en2sGXp9rJl6fQzupAuuSkhJMmjQJf/75J+bNm4dHH30U+/fvx8SJE1FcXJzo5RERkcY999yDN998EzfffDOef/55NG7cGNdddx127tyZ6KVRDbR//358+OGHSE9PR69evRK9HDKxdOlSiKKI2267DYsXL8a4cePw2muvYfLkyZAkKdHLozJ5eXk488wzcd9992Hp0qW4/fbbsXv3bowZMwaHDx9O9PLIxNq1a7Fr165EL4PIFK/P1R+vzzUDr881D6/P4Z1UPaxXrVqFgwcPYt26dWjTpg0AIDMzE0OGDMEbb7yBa6+9NsErJCIiAPjtt9+wdu1azJkzB5dddhkAoHfv3hg+fDieeuopLFq0KMErpJqmd+/e2Lx5MwDgzTffxJdffpngFZHRokWL0KBBA/V2nz59UK9ePdx999345ptv0K9fvwSujhQjRozAiBEjdNu6dOmCoUOH4qOPPsLkyZMTtDIyk5+fj7lz52LWrFmYOXNmopdDFITX5+qP1+eagdfnmoXX58hOqgrrTZs2oWvXrmpYDQCtWrVCjx49sHHjxgSujIiItDZu3AiHw4Fhw4ap2+x2O4YPH44vv/wSHo8ngaujmkgUT6r/5amRtD8MKzp37gwAOHr0aFUvh6JQr149AIF/p6l6eeyxx5CRkREUYhBVF7w+V3+8PtdcvD5XX7w+R3ZSvWt3796NwYMHB23PyMjAunXrErAiIiIys3v3brRo0QLJycm67RkZGfB6vdi/fz9OP/30BK2OiKrKt99+CwBo165dgldCRn6/H36/H0eOHMHjjz+Oxo0bY/jw4YleFml8//33WLNmDd55551EL4WIahlen6svXp+rP16frTmpAuu8vDykp6cHba9bty7y8/MTsCIiIjKTl5eHunXrBm1XqgTy8vKqeEVEVNWOHj2Kp59+GmeffbZayUXVxxVXXIEdO3YAANq0aYNly5ahYcOGCV4VKbxeL+6//35MnjwZp512WqKXQ0S1CK/P1Ruvz9Ubr8/WnXS/fyMIQqKXQEREEciybPrvtSzLCVgNEVW1oqIiTJ06FTabDXPnzk30csjEY489hlWrVuHxxx9HnTp1cO211+LQoUOJXhaVefHFF1FaWoqpU6cmeilEVIvw+lz98fpcvfH6bF3CA+t169ZhxowZOP/889GlSxcMGTIEjz/+OAoLC3X75eXl4d///jf69u2Lbt264ZprrjGdpul2uzFv3jyce+656NKlC8aOHYvvvvsOAJCenm5alReq8pqIiBKjbt26OHHiRNB25d9ws+prIqod3G43pk6dikOHDmHJkiVo1qxZopdEJtq1a4euXbtixIgRePnll1FcXIwXXngh0csiAEeOHMGiRYtwyy23wOPxID8/X/1tUuW23+9P8CqJqKbh9blm4PW5+uL1OToJD6yXLl0KURRx2223YfHixRg3bhxee+01TJ48GZIkAQhU1E2dOhVffPEF7rvvPjz99NPw+XyYOHEi/v77b9357rnnHrz55pu4+eab8fzzz6Nx48a47rrrsHPnTmRkZOCPP/4IWsOePXuQkZFRJc+XiIgiy8jIwOHDh1FSUqLbvmfPHjgcDt3wXCKqPbxeL2bMmIFffvkFL7zwAjIzMxO9JLIgPT0drVu3xoEDBxK9FAJw8OBBuN1u3Hnnnejdu7f6BQR+9urduzd+//33BK+SiGoSXp9rJl6fqxden6OT8B7WixYt0k2d7dOnD+rVq4e7774b33zzDfr164eNGzdi69atWLZsGc466ywAQPfu3TF48GAsXrwY9957LwDgt99+w9q1azFnzhxcdtllAIDevXtj+PDheOqppzBo0CA8+uijOHjwIFq1agUAOHToELZt24aZM2dW8TMnIqJQBg8ejIULF2LdunW49NJLAQA+nw8ffPABzj33XDidzgSvkIjiTZIk3HHHHdiyZQteeOEFdOvWLdFLIouysrKwd+9eXHzxxYleCgHo0KEDli9fHrR94sSJuOSSS3D55ZejdevWCVgZEdVEvD7XXLw+Vy+8Pkcn4YG1NqxWKI37jx49CgDYtGkTmjRpoobVAJCWlobzzz8fGzduVAPrjRs3wuFwYNiwYep+drsdw4cPxwsvvIBHHnkEK1euxLRp03DLLbdAEAQ89dRTaNasGcaOHasec/jwYYwbNw5PPvlkpTxnIiIKr0OHDhg2bBjmzJkDn8+Hli1b4rXXXsOhQ4cwf/78RC+Paqh169YBALZv3w4A+Pzzz9GgQQM0aNAAffr0SeTSCMCDDz6IdevWYcqUKUhOTsaPP/6o3tesWTP+6nE1cdNNN6Fjx47IzMxEnTp1sG/fPrz88suw2Wy49tprE708QqCirm/fvqb3NW/ePOR9RInC63P1xutzzcDrc/XH63N0Eh5Ym/n2228BBHrvAMDu3bvRvn37oP0yMjKwZs0aFBUVITU1Fbt370aLFi2QnJwctJ/X68Xx48exbNkyzJ07F3fddRdkWUa/fv1wzz33IDU1Vd1flmX2jSEiSrC5c+fiySefxIIFC5Cfn48zzjgDixcvxplnnpnopVENdcstt+huP/jggwACv921YsWKRCyJNL744gsAgd++W7Roke6+6dOnY8aMGYlYFhl07doV69atw0svvQSv14tmzZqhb9++uOGGG9CyZctEL4+IaiBen6s3Xp9rBl6fqbapdoH10aNH8fTTT+Pss89WK63z8vLQokWLoH3r1asHAMjPz0dqairy8vJMB3Ep++Xl5eH000/HwoULw66hZcuW2LRpk/oJLxERVb2kpCTMmjULs2bNSvRSqJYwG9ZM1cemTZsSvQSy4IYbbsANN9yQ6GVQDPhvIFVXfG9Wb7w+1wy8Ptdc/DfQXLUKrIuKijB16lTYbDbMnTtX3S7LMgRBCNpfluWg21b2i0ZNC60DE0ZtlvYtLCqEzWbH1q1bo36cWI45GfB1CVbZr0lBgbNKHifeatp6iYiIiIiIiIiqQrUJrN1uN6ZOnYpDhw5hxYoVuj5IdevWRV5eXtAxyrb09HR1vyNHjoTcz6z6OpJOnTrB5XJFfVyi5OTk4O191kL2Oql1YHfY0bNn26geY+vWrejZs2csy6vV+LoEq4rXJO29vQAQ9fs4kfheCeZ2u2vcB4REREREREREFH9iohcAAF6vFzNmzMAvv/yCF154AZmZmbr7MzIy8McffwQdt2fPHjRv3lztP52RkYHDhw+jpKQkaD+Hw4E2bdpU3pMgIiIiIiIiIiIiogpJeGAtSRLuuOMObNmyBc899xy6desWtM/gwYNx9OhRdRgjABQWFuKTTz7BoEGDdPt5vV51yjAA+Hw+fPDBBzj33HPhdDor9bkQERERERERERERUezi0hJkx44d+Oijj+B2uzFixAh1WKIVDz74INatW4cpU6YgOTkZP/74o3pfs2bN0KxZMwwaNAjdu3fHnXfeibvuugvp6el44YUXIMsyrr/+enX/Dh06YNiwYZgzZw58Ph9atmyJ1157DYcOHcL8+fPj8VSJiIiIiIiIiIiIqJJEHVgvXLgQixcvRps2bfDuu+/ip59+wtVXXw2fzwcAWLlyJV599VV06dLF0vm++OILAMCiRYuwaNEi3X3Tp0/HjBkzIIoiFi1ahHnz5uHBBx+E2+1Gt27dsHz5cpxyyim6Y+bOnYsnn3wSCxYsQH5+Ps444wwsXrwYZ555ZrRPlYiIiIiIiIiIiIiqUNSB9Q8//AC3241+/foBAF5//XV4vV71fp/PhyVLluCpp56ydL5NmzZZ2q9evXqYO3duxP2SkpIwa9YszJo1y9J5awJZlpGbm2tp3xMnTlTuYoiIiIiqIe0MlI0bN6Jly5YJXE18lJSU4LnnnsO6devw119/qf/PvWvXrgSvjIiIiIio8kQdWP/5558QBAEdO3YEEAiwBUHA1Vdfje3bt+OHH37QtfWgisvNzcWs17bAlZIWcd+CrL+Q1uiUiPsRERERGa1evVr3of8555yDpUuX6vYZNGgQDh8+DAB44IEHMG7cuCpd48nk8ccfx4oVK6I+zu12Y9myZVi3bh327t0Lr9eLtLQ0NGzYEBkZGejRowcmTpyoO2bhwoXq95MmTUJ6enqF1r5z505s2LABANCiRQuMHj26QucjIiKyKjMzEytXrkSv/2fvvuObKt8+jn/SvRcbyh5lWfYGmYJbcSI+iIqiIrjBvfWnOBmKiogg4gAFUUCQvUS27D3bQlndeyTPHzGhoYO0TZuO7/v10jR37nPOdQ5t01y5ct0dO9q9Tb9+/XjyySe55ZZbSjAyEbFXoRPWlkrf6tWrk5WVRUREBG5ubrzwwgusXr2axx9/nIsXLzo80MrO08cfT98rv3BIT0m0a38mk8naxiUmJqbAucHBwRgMBrv2KyIiIhXHhg0b2LRpE126dHF2KJXSsmXLrF8/9thj9OzZ84rbZGZmct999+UqIImJiSEmJobDhw+zffv2XAnrzz77zPr14MGDHZKwtuyzc+fOSliLiIiIiN0KnbA2Go0ApKSkcPLkSbKzs6lfvz6urq74+PgA4O7u7tgoxeEyUpM4FeOHi6srbyw4k++89JRE3runGyEhIaUYnYiIiJQVn376KT/99JOzwyjzUlJSrH8LO8rZs2etX99+++3UrVv3itv88ccf1mR1YGAgY8aMoXHjxiQnJxMREcH69es5ceKEQ+MUERFxhu+++44ZM2YQGxuLn58fgwcPZvXq1QCMGDECFxcXrr/+et59911mzpzJjz/+yNmzZwkMDOSmm27iqaeewtXVlUcffZTTp0/zyiuv8MYbb9CuXTumT59OVlYW06ZNY/78+Vy8eJEmTZrwyiuv0Lp1awD+/vtvPvjgA06dOoW7uzstWrRgxowZzrsgIhVIoRPWNWrUICoqismTJ1uTmE2aNAHg3LlzgLkiV8o+F1dXDC6udlVui4iISOW0Y8cOVq9eTZ8+fQqc98ILLzB//nzg0sLZFjnbiHz33XfWiu1hw4axefNmAP73v/8RHx/P7NmzOX/+PM2aNePZZ5+lW7durF27lsmTJ3Pw4EECAwMZPHgwTz75JK6urnnGkpGRwcSJE1mwYAHnz5+nXr163H///dx555255q5fv57Zs2eza9cu4uPj8fPzo23btjz00EO5Pkqc8zy++eYbtm/fzoIFCzhz5gzjxo3j/vvvL/AaRUREMG3aNP7++2+io6Nxc3Ojbt269O/fnwceeMBa1ZzzWloMGDAAMFcrF9QmZNeuXdavBw8ezLBhw2wef/DBB0lKSrLez+tY/fv3t3793nvvcdttt7Fw4UIWLVrEkSNHiI2NJTU1FT8/P5o2bcqtt97K7bffbv1EXs5+4gCbN2+2GcvZg7sw1//ff//lq6++Yvfu3cTGxuLp6UmVKlVo3rw511xzDTfffHO+10VERCqW48eP8/HHH/PLL7/QtGlTEhISOHbsGM888wxhYWF88803Ns8jNWvW5OuvvyY0NJT9+/fz0EMPUadOHYYMGcKXX36ZZ0uQSZMmsXHjRqZNm0bt2rWZN28eI0aM4K+//iIwMJBx48bx9NNPc9ttt5GZmcn27dudcSlEKqRCJ6y7d+/OnDlzrH9oGgwG68cTDx06BECjRo0cGKKIiIiIlLagoCACAwM5efIkEyZMoHfv3iXaImzq1Kk2lb+7d+/m4YcfZtSoUUyaNAmTyQSYCyS++uor/Pz8GDlyZJ77evbZZ9m3b5/1/pEjR3jllVeIiYnhkUcesY5/9NFHfP311zbbxsbGsmrVKtasWcNrr72Wb4/ut99+u1CVyps3b+aRRx4hJSXFOpaRkcHBgwc5ePAgv//+Oz/88AM1atSwe5958fe/tObJokWLaNasGd26daN27drWcT8/v0Lvd8WKFbkWS4+Li2PLli1s2bKFgwcP8vLLLxdqn4W5/kePHmXYsGFkZGRY52ZlZZGcnMypU6dISUlRwlpEpBJxc3PDZDJx+PBhateuTUBAAG3bts13/qBBg6xft2zZkltuuYWNGzcyZMiQPOebTCZmzZrF1KlTrZ9wuvPOO/nuu+9YvXo1t9xyCx4eHpw6dYoLFy5QrVo1unbt6tBzFKnMCp2wfvzxx9m4cSMRERGAOYF96623AvDXX38BFKqxvYiIiIiUPW5ubowZM4bnnnuO/fv38+eff3L99deX2PFOnTrF6NGjCQ8PZ/z48Rw9epTMzEwmTpxIt27dGD58OCtXrmTOnDmAuVI7v4R1REQEr732GrVr1+ann36yfjx40qRJ3HjjjdSpU4c1a9ZYk6VeXl6MGTOGli1bcvDgQT755BMyMjJ455136Nq1Kw0bNsx1jBMnTnDbbbcxaNAgUlNTqVatWr7nlp6ezrPPPmtNVoeHhzNy5EiSk5P55JNPOHv2LJGRkbz66qtMnTqVRx99lDvuuIN7773Xuo+JEydStWpVm4R0Xnr37s3UqVMBOH/+PC+99BIAISEhtG/fnoEDB3LDDTfg5mZ+GVDQsQDruffr148uXbpQvXp1fH19MRqNREVF8dFHHxEbG8vs2bMZOXIk1apVY/bs2axbt44vv/wSgBYtWvDKK6/YxFnY67969Wprsvraa6/ljjvuwGg0Eh0dzZYtWwq8JiIiUvHUrVuXjz76iB9//JFXXnmFsLAwHn/88XzXe1i4cCHffvstkZGRZGVlkZmZSZs2bfLdf2xsLCkpKTz66KM2b9hnZWVZW3ZNmTKFL7/8kptuuomQkBDuuuuuK37aSkTsU6SWIH/++ScHDhzA39+f+vXrWx/78ccfAYq9SIuIiIiION8NN9zA1KlTOXToEJMmTbKpTnK0QYMGWduIHD58mA8//BAAT09PJkyYQFBQEG3atLEmrM+fP09SUlKe1cJPP/20NQHbvXt3+vTpQ0xMDFlZWSxbtoz777+fX3/91ebYlqqsq666im7durFmzRqysrKYN28ezz77bK5jDBw4kPfee8+uc1u/fr21dZ67uzuff/451atXB8yV7Jaq77Vr13Lx4kUaNGhAgwYNbPbRunVrQkNDr3isjh078uyzzzJp0iQyMzOt4zExMSxfvpzly5fz/fff8/333+Pp6Wn3sXr27Mk333zD7NmziYyMJDU11Vr1DpCdnc3u3bvp168fHTt25NSpU9bH/P39cxW0FPb650zU165dm8aNG1OrVi0MBgN33333Fa+LiIhUPAMHDmTgwIFkZGTw008/MWrUKDZt2pTrE2Fnzpxh7NixTJ48mauvvhoPDw/Gjx/Pnj17rHMu3yY4OBgfHx++/fZbwsPD8zx+8+bNmTBhAiaTiW3btvHggw8SFhZGt27dHH+yIpWMS2E3+Oyzz/jqq6+oWrWqTbIawNvbm1OnTtn80IuIiIhI+eTi4sKTTz4JmHtF/vbbbyV2rHbt2lm/DgoKsn7dsGFD6/3LF4GOj4/Pc18dOnSwfu3p6UmrVq2s9y1tPI4cOWIdW7BgAffee6/1vzVr1lgfO3z4cJ7HGDhwYMEnlMOxY8esX9erV8+arL48VpPJxPHjx+3eb35GjhzJsmXLGDduHH379s113Xbt2sXMmTPt3l9aWhr33HMPX3/9NYcOHSIlJcUmWW2RkJBg9z4Le/379+9vrWKfPn06ffv2pW3btgwePJjx48dz5kz+i4iLiEjFc+zYMdauXUtqairu7u74+/tjMBhwcXGhatWqnDx50jo3JSUFo9FISEgI7u7u/PvvvyxYsMBmf9WqVbPZxmAwcN999/HBBx9Y/3ZITk5m3bp1nD17loyMDObPn09MTAwGg4GAgABcXFysn2ASkeIp9E/SZ599hsFgoFu3btSsWdPmsQMHDnDvvffi4uJi0zdQRERERMqnAQMGEB4ezq5du/j8889tegjndPnHZXOKjY294nFyVtC6uFyqqSjok3t5JU0dLTk5Oc/xglqAXK6gOEuqL3itWrUYMWIEI0aMwGQy8e+//zJ27FhrW7+dO3fava9ly5ZZE+k+Pj4888wzNGvWDFdXV958803rOjZGo9Hh52G5/lWqVGHevHnMnTuXbdu2cfz4cc6cOcO+ffvYt28fS5cu5ffffy9Sf24RESl/MjMz+fzzz61vgNavX59Jkybh6enJ008/zaRJk3j//fe57rrreOuttxgzZgyjRo0iMzOTLl26cMMNN3DgwAHr/h577DHefvttZs2aRZs2bZg2bRpjxoxh1qxZjBo1iujoaHx8fGjTpg2vvvoqAIsXL+b9998nIyODkJAQxowZQ6dOnZxyPUQqGoe+9ZOdnQ2UzosHERERESkdTz/9NA888ABRUVH5zsmZWLb0dgTYuHGjzUKDpWH79u00b94cMPePzllIYfmEYOPGjTl69CgAjzzyCM8880yu/WRlZeVKvlsUJtHcuHFj69enTp3i/Pnz1oT3tm3bbPaZV7/swvj333+pXbu2TRW3wWCgXbt29OjRg59++gnInVw2GAzWv+Ev/1s+Z/Vyr169GDZsGABJSUk2/9Y55XzTIa9EdmGvv8lkonr16jz++OPWxxMSEhg5ciQ7duwgKiqK7du3c/XVV+cZj4iIVCxhYWH8/PPPeT52++23c/vtt9uMjR49mtGjR+e7v969e9O7d2+bMTc3Nx544AEeeOCBPLe5fOFgEXEcuxLWp0+fzvUCZf/+/dYENZj/ELV8TLQkV5AXERERkdLVvXt3unTpwqZNm/Kdk7MP8sKFCwkNDcXDw4NvvvmmFCK09emnnwJYF128ePEiAK6urlxzzTUA3HHHHdYFw7/55huys7Pp3LkzBoOBM2fOsGfPHpYtW8bEiRPp0qVLseLp2bMn1atX59y5c2RmZjJ69Ggefvhh66KLFldffTVVqlQp1rFWrVrFN998Q48ePejWrRuNGjXC3d2d/fv38/vvv1vn5WzBAuY2LJZK+B9//JG+fftiMBgIDw+36We9ceNGfvvtN/z9/Zk+fXq+bVlytnU5ePAgf/31FyEhIQQEBNCsWbNCX/8///yTGTNm0L9/f+rWrUtISAjnzp0jMjLSepz8qv9FREREpHyxK2E9b948Pv/8c+t9k8nEO++8k+/8y/vkiYiIiEj59vTTTzNkyJB8H7/pppuYMGECcXFxZGZmMnnyZABq1qxJQEBAofobF1fVqlV58803c42PHj3amnzt3bs3Dz30ENOmTSMrK4tp06Yxbdq0EonH09OTjz/+mEceeYSUlBT+/fdfm0phgNDQUN566y2HHC8zM5PVq1ezevXqPB9v1KgRQ4cOtRnr0aMHCxcuBMwJZMsbDWvWrKFv377Uq1ePU6dOkZCQwPPPPw+Y26I0atTIpke3Rbt27fD29iY1NZXExETrgprdunVjxowZhb7+JpOJnTt35tvKpGbNmnTt2rXgCyMiIiIi5YLdiy6aTCabjwda7l/+H5h7HYqIiIhIxdGuXTv69u2b7+N+fn58/fXXdOjQAQ8PD4KCgrjllluYM2eOTX/q0jBp0iQefPBBatasibu7O40bN+att95i1KhRNvPGjh3L9OnTueaaa6hWrRru7u4EBgbSpEkTbr31ViZNmkTbtm0dElPnzp1ZsGABd999N3Xr1sXd3R0vLy+aNWvGY489xvz583OtD1MUQ4cO5a233uL666+nWbNmhISE4Obmhq+vL61atWL06NHMnTs3V6/nl19+meuvv56goKBcn5b09vZmxowZXHPNNQQFBeHv70+/fv344YcfqFq1ap5xBAYGMnnyZFq3bo2Hh0eecwpz/cPDw3nwwQdp166dda6Hhwf169dnyJAh/Pzzz+pfLSIiIlJBGEx2NJyeOXOmdSXx06dPYzAYqFKlis0fny4uLgQFBdGjRw8ee+wxvLy8Si7qUpCens6ePXto3bo1np6eTo0lJiaGNxbswdM3/0WHLBLOR+Hp43/FuQnno1i0uw4GF1eG9MnOd156cgJv3NLapmp+27ZtNivai5muS26lcU36vGFeBGr1G8Xr+Vma9L2SW1n6nSsiIiIiIiIizmNXS5Dhw4czfPhwAOsCNpMmTaJ9+/YlF5mIiIiIiIiIiIiIVCp2JaxzevzxxzEYDNSuXbsk4hERERERERERERGRSqrQCWvLgik5JScns2PHDtLT0+nWrRs+Pj4OCU5EREREREREREREKo9CJ6wXLlzIggULCA4O5oMPPiA6Opp7772X06dPA1CrVi1+/PFHatSo4fBgRURERERERERERKTicinsBn/99Rfr16+33p85cyZRUVGYTCZMJhNnzpzhq6++cmiQIiIiIiIiIiIiIlLxFTphfeDAAQA6deoEwKZNmzAYDLRt25aqVatiMpnYsGGDY6MUERERERERERERkQqv0AnrixcvAlCzZk0Ajh07hsFgYNq0aYwbNw6A6OhoB4YoIiIiIiIiIiIiIpVBoRPW6enp5g1dXDhz5gxpaWnUrFkTPz8/a99qk8nk2ChFREREREREREREpMIr9KKLQUFBXLx4kV9++YVatWoB0LBhQ+BS9XVgYKADQxQRERERERERERGRyqDQCevw8HBWrlzJkiVLADAYDHTs2BGAyMhIAEJDQx0YojiTyWQiLi7OZiwhIYGYmJg85wcHB2MwGEohMhEREREREREREaloCp2wHjlyJOvWrSMzMxOAqlWrcueddwKwYsUKANq3b+/AEMWZMlKTGP/nfjx9/HOMujL/xJ5cc9NTEnnvnm6EhISUXoAiIiIiIiIiIiJSYRQ6Yd22bVsWLFjA6tWr8ff3p3///tYE5f3334/JZCI8PNzhgYrzePr44+kb4OwwREREREREREREpIIrVMI6JSWFiRMnAtC9e3d69+5t8/h1113nuMik3MmrfUh+1DpERERERERERERELleohLWPjw+zZ88mOzubLl26lFRMUk7l3T4kN7UOERERERERERERkbwUuiVI3bp1OXHiBCaTqSTikXJO7UNERERERERERESkqFwKu8GQIUMwmUzMnz+/JOIRERERERERERERkUqq0BXW/v7+1K9fnxUrVnDHHXcwcOBAqlWrlqsf8a233uqoGEVERERERERERESkEih0wvqll17CYDBgMpnYu3cve/fuzTXHYDAoYS0iIiIiIiIiIiIihVLohHVO6mMtIiIiIiIiIiIiIo5S6IR1p06dSiIOEREREREREREREankCp2wnjVrVknEISIiIiIiIiIiIiKVnIuzAxARERERERERERERgSJUWG/ZssWueWodIiIiIiIiIiIiIiKFUeiE9bBhwzAYDAXOMRgM7Nu3r8hBiYiIiIiIiIiIiEjlU+iEtYXJZHJkHCIiIiIiIiIiIiJSyRU6YV27du1cY7GxsaSmpmIwGPD398fPz88hwYmIiIiIiIiIiIhI5VHohPXKlSvzHN+4cSNPP/003t7e/Pzzz8UOTEREREREREREREQqFxdH7ahbt26MGDGCM2fO8MknnzhqtyIiIiIiIiIiIiJSSTgsYQ2QkZEBwKpVqxy5WxERERERERERERGpBArdEuSzzz7LNZadnU10dDSLFi0CIDU1tfiRiYiIiIiIiIiIiEilUqSEtcFgyPMxk8mEwWDgqquuKtQ+o6Oj+frrr9mzZw8HDhwgLS2NFStWEBoaajMvPj6eDz74gOXLl5Oenk7btm158cUXCQsLs5mXnp7OhAkT+OOPP0hISKBFixY899xzdOrUqXAnKyIiIiIiIiIiIiKlpkgtQUwmU57/AQQGBvL8888Xan8nT57kzz//JCAggI4dO+Z7zMcee4x169bx6quvMmnSJLKysrjvvvuIjo62mfvSSy8xd+5cnnjiCb766iuqVavGiBEj2L9/f1FOV0RERERERERERERKQaErrAcPHpzneGBgIA0aNODGG2/Ez8+vUPvs1KkTf//9NwBz585l/fr1ueasWLGCbdu2MXPmTLp27QpAu3bt6N+/P9OmTeOVV14B4MCBAyxcuJD//e9/3H777db933DDDUycOJEvv/yyULGJiIiIiIiIiIiISOkodML6vffec3gQLi5XLvReuXIl1atXtyarAfz9/enbty8rVqywJqxXrFiBu7s7119/vXWem5sbN9xwA1OnTiUjIwMPDw+Hn0NRmEwmYmNjrzgvLi6u5IMRERERERERERERcbJCJ6yd5ciRIzRr1izXeJMmTfjtt99ITk7G19eXI0eOUKdOHby9vXPNy8zM5OTJkzRt2rS0wi5QbGwsL/64EU8f/wLnJV44g3/VWqUUlYiIiIiIiIiIiIhzFCphfebMGc6fP0+DBg0ICAgAYM2aNfzxxx/Ex8fTpEkT7r//fmrUqOHwQOPj46lTp06u8aCgIAASEhLw9fUlPj6ewMDAfOfFx8c7PLbi8PTxx9M3oMA56SmJpRRN6TCZTIWqGg8ODs53oU8RERERERERERGpOOxKWGdlZTFu3Dj+/PNPADw9PXnrrbdISUnhzTfftM5bv349CxcuZN68eVSrVs2hgZpMpjyTlpbFHgs7z1579uwp0nb2SEhIAFxLbP9lVUZqEuP/3H/FynIwJ+uHtPSxvkFS1m3bts3ZIZQ5JX1NEhM9SuU4jlbe4hURERERERERKQ12Jax//vlnFi9ebL2flpbGG2+8gZeXV65E8IULF5g+fTrPP/+8QwMNDAzMszraMmZJaAYGBnL69Ol85+VVfV2Q1q1b4+npWdhw7RITE8P8EyWXEC/L7Kkst2jTpjUhISElHFHxbdu2jQ4dOjg7jDKlNK6J/x/HAejQoWGJHseR9L2SW3p6eom+QSgiIiIiIiIi5cOVVzsElixZkmssJSWFmJgYDAYDPXv2pEePHtbK5vXr1zs2Ssw9qA8fPpxr/OjRo9SuXRtfX1/rvKioKFJTU3PNc3d3p379+g6PTURERERERERERESKz66E9dGjRzEYDPTt25c//viDUaNGAWAwGHj88ceZNm0a33zzDaNGjcJkMhEZGenwQPv378/Zs2fZvHmzdSwpKYlVq1bRr18/m3mZmZk2SfasrCwWL15Mz5498fDwcHhsIiIiIiIiIiIiIlJ8drUEMfdahvvuu4+mTZtSv359pkyZAkCnTp2s8yxfp6WlFToQS4LZ8pHwtWvXEhISQkhICJ07d6Zfv360a9eOsWPHMm7cOAICApg6dSomk4mHHnrIup8WLVpw/fXX87///Y+srCxCQ0P58ccfiYyM5KOPPip0XCIiIiIiIiIiIiJSOuxedNFgMFh7OeesUnZ3d8/z68J68sknbe5bFnPs3Lkzs2bNwsXFhS+//JLx48fz5ptvkp6eTtu2bfnuu++oVauWzbbvvfcen376KRMmTCAhIYHmzZszbdo0WrVqVeT4RERERERERERERKRk2ZWwtli7di2nTp3Kd+zEiRNFDuTgwYNXnBMUFMR77713xXleXl68+OKLvPjii0WOR0RERERERERERERKV6ES1l999ZXNfZPJlGtMRERERERERERERKQoCpWwzslgMDgyDhERERERERERERGp5OxOWJtMppKMQ0REREREREREREQqObsS1gcOHCjpOERERERERERERESkkitySxCR0mAymYiLi7NrbnBwsFrViIiIiIiIiIiIlGNKWEuZlpGaxPg/9+Pp41/gvPSURN67pxshISGlFJmIiIiIiIiIiIg4mhLWUuZ5+vjj6Rvg7DBERERERERERESkhLk4OwAREREREREREREREVDCWkRERERERERERETKCCWsRURERERERERERKRMUMJaRERERERERERERMoEJaxFREREREREREREpExwK+wG/fr1w8XFhYkTJ9KqVauSiEmk0EwmE3FxcXbPDw4OxmAwlFxAIiIiIiIiIiIiUmh2JaxPnDhBgwYNADh9+jQGg4H09HQA9uzZw5NPPonBYGD58uUlFqhIQTJSkxj/5348ffyvODc9JZH37ulGSEhIKUQmIiIiIiIiIiIi9rIrYX3ttddSt25devbsaR2zVKemp6cTFRWlalVxOk8ffzx9A5wdhoiIiIiIiIiIiBSRXQnrq666ir179/Ljjz9ax0aPHk2HDh2oUqVKiQUnIiIiIiIiIiIiIpWHXQnruXPnEhsby7p16xg3bhwAFy9e5K+//rKprL7nnnvo2bMnvXr1Ijw8vGQiFhEREREREREREZEKycXeicHBwdx8883W+1OnTuXrr79m8ODB1rEdO3YwefJkhgwZ4tgoRURERERERERERKTCs6vCum/fvvTq1YtevXpZx/z8/Gjfvj0+Pj7MmzcPgEWLFrF27VrWrVtXMtGWAyaTidjYWLvmxsXFlWwwUiyF+be0zHeGwsYZHBxcpnvOF/Z8RERERERERESk4rArYX3mzBnmzJnD3LlzrWNff/01AwYMwN3d3TrWuHFjGjduzAMPPOD4SMuJ2NhYXvxxI54+/lecm3jhDP5Va5VCVFIUhfm3TE9JZEhLn1KIKrfCxvnePd0ICQkphciKprDnk5XZDDd3u36ViYjkKTU1lSlTprBkyRLOnDlDZmYmAAcPHnRyZCIiIiIiIpWPXVmev//+m3Xr1rFu3ToWLlwIwKpVq1i9erXNvMmTJ9OzZ0/atm1bpis4S5qnjz+evgFXnJeeklgK0Uhx2PtvaZZdorEUpHBxln0V7XxEpGz7+OOPmTVrlrPDEBEREREREexMWIeEhHDLLbdwyy23WBPWo0aNIiEhgX/++YcjR44A8PnnnzNlyhQCAgLYtGlTyUUtUgwmk8mudixq2XJlV2rfkZCQQExMjPV+WW9HIiKV07Jly6xfP/bYY/Ts2dOJ0YiIiIiIiFRuRf4cfc+ePWnfvj3btm3j3nvvBWDs2LGsXbuW7du3OyxAEUfLSE1i/J/7r9hyojK3bLG3j3RcXNwVrqUr80/sAcpHOxIRqZzOnj1r/fr222+nbt26ToxGRERERESkcit0wrpTp04A+PvnTlCNGDGCESNGkJqaWvzIREqQPS0nCtOyxWQykZiYaFNNnB9nVhkXprq8MEn9st6+o6ItTCkijvHCCy8wf/58m7EBAwYAYDAYqFevHn379uWRRx7Rm20iIiIiIiKlpNAJ68t7PPr7+1uT2Bbe3t7Fi0qknMlITWJRhCvLF+wpcJ6zq4wLW13u6KS+s1qxVLSFKUWk5JlMJk6ePMmMGTP4888/mT17tiqvRURERERESkGRW4JYNGvWTAsViWBf1ba9SVvLXHuqfAub4HV0dbm9nN2KRQs5isjlHn30Ue644w5razOAOnXqMHjwYKpUqcI///zD0qVLOXv2LC+88AKzZ892YrQiIiIiIiKVQ7ET1iJiP3uTtmBO3Hr4+FWoXtsl0YolKysLoMB2LIVJ6tv7poK9byhYqM2ISNnToEGDXJ+muP/++2nZsiUAjRs3ZuXKlWRmZrJ161aOHTtGo0aNnBGqiIiIiIhIpaGEtUgps7fSNz0l0WnV0OVFRmoSp2L8cHF15Y0FZ/KdV5ikfmEqwe15QwHUZkSkLDtx4oTN/XfffTffuUeOHFHCWkREREREpIQpYS0i5ZqLqysGF9cCE/uFTerb+0aB2oyIVC7JycnODkFERERERKTCU8JaREREKq0GDRrY3J8xYwbdunXLNS8pKQk/P79SikpERERERKTycnF2ACIiIiLOEhBg+ymJl156iZ9++omNGzeydOlSpk+fzoMPPshtt93mpAhFpLS98MILhIWFERYWxuTJk50djohIhZPf79nJkydbx1944QUnRlg2WK5FWFgYkZGRzg5HpFSpwlpERETkP6dPn+b111/PNV6nTh0nRCPlxbx583jxxRdzjXt5eVG1alXCw8P5v//7Pzp06OCE6PIXGRnJ/PnzAfD39+f++++3e9sXXnjBuq2FwWDAx8eH2rVr06VLFx588MFK8bMTGRlJ//79rzjv4MGDdu8zISGBadOmsWrVKiIiIsjKyiIwMJCqVavSrFkzevTowa233lqMqEWkIrn8echgMODu7o6/vz81a9akdevWDB48mHbt2jkxypIRFhaWa8xy7o0bN+baa6/l7rvvxt3d3QnRla7Jkyfz2WefFThn8ODBvP/++3bvc+fOnUyfPp0dO3YQExODu7s7QUFBhIaGEhYWxl133UWzZs2KG7pILkpYi4iIiPynRYsWREZGkpaWRnBwMLVr16Zr165cc801zg5NyqG0tDQiIyOJjIxk6dKlfP755/Tt29fZYVlFRUVZX9jWqVOnUAnrvJhMJpKTkzl8+DCHDx9m4cKF/Pbbb9SqZd/Cx2IWHx/PnXfeycmTJ23GL1y4wIULFzhw4ACRkZFKWItIvkwmExkZGVy8eJGLFy+yd+9efv75Z2688UbefvttfHx8nB1iicrMzCQmJoaYmBi2bNnC1q1bmTBhgrPDKneWL1/OE088QXZ2tnUsMzOTlJQUTp8+zebNmwkLC1PCWkqEEtYiIiJSqRWm6lHEHrNnzwbgzJkzvP/++1y4cIHs7Gy+/fbbEktYZ2ZmYjKZ8PDwKJH9F6RFixa88sormEwmdu/ezYcffojRaCQuLo5ff/2V0aNHl3pMzvTKK6/QokWLIm//3XffWZPVtWvXZtSoUYSGhhIbG8upU6dYs2YNLi7q7Cgi+Zs9ezZZWVlERUWxePFi1q9fD8DChQtJTEzkq6++wmAwODlKx3v00Ufp1asX6enpzJo1i1WrVgHw559/Mnbs2ErxqR+LatWq5Zmkr1q1qt37+N///mdNVg8YMIDBgwfj4+PD6dOnOXDgAMuWLXNUuCK5KGFtJ5PJRGxs7BXnxcXFlXwwIiIiIlJmdezY0fr1vn37mD59OgDnzp2zmZfzY8wrVqwgNDQUgE2bNnHfffcB5srnlStXArlbT6xbt45PPvmENWvWEBsby/z58wkLC+P777/n999/59ixY6Snp+Pv70/t2rVp3bo1w4cPp3HjxvTr14+oqCjrvqKiovKN50r8/f2t59ypUycWLlzI3r17c51zdnY27733Hvv27SMyMpL4+Hiys7OpVq0a7du356GHHsqV6F2wYAE///wzhw8fJjk5GX9/f6pXr06rVq0YMmQIbdu2tc5NTU3l+++/Z+nSpRw7doyMjAxq165N3759eeSRRwgJCbHZd0xMDB999BErVqwgPT2dq666imeeecaucy5Is2bNbL4HCmvXrl3Wrx944AHuvPNOm8cfffRRkpKSirx/Ean4cv4Ouv3225kyZQoTJ04EYM2aNfz5559cf/31bNu2jaFDhwLQsmVLa6un06dPW99g7dixo/WN2EOHDnHTTTcBEBoayooVK6zHOXr0KNOnT+eff/7h3LlzuLu706xZM+666y4GDx5cKgny+vXrW8+9WrVq1oQ1wPnz560J6927dzNz5kwOHjzI+fPnSUxMxMPDg3r16tG/f39GjBiBr6+vdduEhAS++OILVq1axenTpzEajQQFBdGgQQOuuuoqnnjiCby9vYt8Lf755x8mTJjAvn378PPzY+DAgcV+PvLw8CjWc9HFixdt/k4YP358rgXIX375ZVJSUop8DJGCKGFtp9jYWF78cSOePv4Fzku8cAb/qvrYo4iIiEhlFx0dzaZNm6z3mzdv7tD9Dxs2jBMnTtiMffbZZ3z++ec2Y7GxscTGxrJ37166dOlC48aNHRqHhdFoZM+ePTYx5TznrKwsZs2alWu706dPc/r0aZYuXcrs2bNp06YNAL/++isvvfSSzdy4uDji4uI4dOgQjRo1siasY2JiGD58OIcOHbKZf/LkSWbMmMGff/7J7NmzqVu3LgApKSkMGzaMI0eOWOdu3ryZ++67j3r16hXrOhSXv/+l1xs//PADVatWpXPnzjZVcZcnDURECvLYY4+xYMEC6+/n+fPnc/311xMeHo6Pjw8pKSkcOHCAxMRE/P392bx5s3XbXbt2kZGRgYeHB1u2bLGOd+3a1fr18uXLeeaZZ0hPT7eOZWRksGPHDnbs2MHff//Nhx9+WGpV3enp6SxZssR639PTkwYNGljv79mzhz/++MNmm6ysLA4cOMCBAwdYvXo1c+bMwc3NnDIbNWqUzbmDOQF+/vx5tmzZwoMPPmhNWBf2Wqxfv55HHnmErKwsa+w//vgjO3fudNwFKQJfX19cXFwwGo0AvPnmmwwZMoTWrVvj6ekJmHul50zsiziSwxPWOZu8F7aZe1nn6eOPp29AgXPSUxJLKRoRERERKYvyWgCqWbNmjB071qHHOX36NE888QRt2rTh9OnTBAcH89dffwHg5ubGiy++SJMmTYiLi+PUqVOsW7fO+uJ74sSJ/Pvvv7zzzjtA7o8OV69e3e44LD0sLzdo0CDuuOMO631XV1dGjRpFo0aNCAwMxMvLi9TUVP7++29mzJhBZmYmn3/+OVOnTgWwngvAmDFj6NChA8nJyURGRrJ+/XrrC2aAt956y5qsbtGiBQ8//DD+/v788ssvLF26lLNnz/LCCy9YqwSnT59uTVa7u7vzxBNP0KxZM+bNm8fSpUvtPve8WKrjc+rfvz9Tpkyxa/vevXuzaNEiAI4fP87TTz8NQI0aNejYsSM33HAD/fr1q5Af5xeRkmEwGOjatas1Yb1nzx7A/PuvY8eOrF27FqPRyPbt2+nduzfbtm2zbpuRkcGuXbvo2LGjTdK2W7dugPkNw7Fjx1oTtEOGDGHAgAHExMQwceJEoqKi+OOPP+jatavNc0JJePHFF3Mtguzj48Prr79OUFCQdSwsLIwXXniBunXr4uPjg6urK7GxsUybNo3du3ezd+9eli1bxnXXXWftgw1Qq1Ytxo0bR3BwMOfPn+fQoUOsWbPG+vu4sNfCaDTy5ptvWpPVTZo0YcyYMWRkZPDJJ58U61pc/skpi88//5wBAwZccXsvLy+6dOnCxo0bAfj999/5/fffcXNzo2nTpnTv3p277rrL5o0AEUdShbWIiIiISAnz9vYmOTnZofscN24cw4YNsxmzVN66ubnRoEEDWrVqZa3YHTlypHXeVVddZfMx3uJ+dPhyBoMBV1dX0tPTrX213dzc6NWrFzNmzGDXrl1cuHCBzMxMm+1yVpTlrCJu2LAhYWFh1rYeOReITEhIsEluP/TQQ9SoUQOAe++9l5UrV5KZmcnWrVs5duwYjRo1sklK33vvvdZr06NHD3bu3El0dLSDrkRuloryy1mu/y233MLOnTv54YcfMJlM1sfPnj3LokWLWLRoEf379+fzzz9X0lpE7JYzYZuYeKnQrmvXrqxduxaArVu30rt3b2uCtnnz5hw4cIAtW7bQsWNHtm7darMdwOLFi63PJ82aNbO2DKlTpw433XQTX375JQBz584t8YR1Xjw9PXO1rQgPD2ffvn188803HD16lMTERGslscXOnTu57rrr8PX1xdXVlezsbPz9/alfvz5NmjSxvmn63HPPWbcp7LXYt28fp06dsm7/8ccfWz+ZFBgYaPO8XRJ2795tUwkO5h7XliT0O++8w2OPPWbz6aWsrCz279/P/v37+e677/jggw+4/vrrSzROqZyUsBYRKWEmk8mmv31CQgIxMTF5zivMC8/g4GC9UBURKYMsVbwJCQnMmDGDTZs2sXPnTh566CGWL1/usIURBw4cmGtsyJAh7Nixg7S0NEaMGAFAlSpVaNGiBQMHDuT222+3Vlk7imXRRTBXdFmqyBYvXkx2djaTJk0CYMOGDTz88MPWBZzyEh8fb/36rrvu4s8//yQ7O9vayzMwMJCwsDD69OnD0KFD8fb25sSJEzb7fPbZZ/Pd/5EjR2jUqJF1UUPApg+2u7s7V111VbES1nktuhgcHGz9+tdff7V+IjWnnAvAvvbaa/zf//0ff/75J9u3b2fnzp02CaYVK1awePFibrjhhiLHKSKVS841uXK2HsrZ2mPr1q3ExMRw/PhxvL29GT58OC+++CJbt27l+PHjnD9/HoCmTZta2xTlbK106NAh7r333jyPf/jwYYeeT14siy5mZmayZcsWpkyZQmxsLG+++Sa1atWy9uV+6aWXWLBgQYH7sjwfeXp6cuutt/Lrr79y6NAhbrvtNlxcXKhVqxZt2rThtttuo1evXkDhr0XOZLW3t7dNG60OHToU4Qpckt+ii02aNLF+/eSTT9r0qQbbTgmhoaH89ttvrF27lrVr1/Lvv/9y8OBB63NuZmYmr7/+Ov3797f51JOIIyhhLSJSwjJSkxj/5/4cPfBdmX9iT655iRfO4OHjd8Ve+WBuP/TePd1yLSAlIiLOl7NS+aqrrqJnz56AuUJ28+bN1vs55Uy45vWmZl7yattx6623UqdOHf744w/279/PiRMnuHjxIuvXr2f9+vUcPXo0V1/o4sq56GLHjh1xc3OzJpiXLVtGeno6np6efPPNN9bzDA8P56GHHqJKlSqcPXvWOj9nRXGXLl349ddfmTdvHrt37+bEiRPExsayefNmNm/ezPbt23P1674Se6rcc8ZQFMVddNGiUaNGPP7444D5++Pvv//m2WeftSZRdu7cqYS1iNjFaDTy999/W++3bt3a+nWLFi0ICgoiLi6O3bt3s379egDatGlD9+7dAdixY4e1NQTYJrnt5ehPGeUl56KL3bp1Y+fOndbzWbhwIX379uXs2bM2yerhw4fTu3dvPD09mTt3Lr/99htg+1zw9ttv07VrV1avXs3hw4c5efIkUVFR1jdn7W2zYWG5FsV9vimIoz455erqSt++fa3J/vj4eKZNm2Zt35WQkMDx48cdvk6HSIknrHfu3Mknn3zCrl27cHNzo2fPnowbN45atbQwoYhUHvb2wLdnnoiIlB+XvxjNWUEcGBhovR8dHU39+vUBWLVqlV37zutTNiaTiU6dOtGpUyfr2K5du7jzzjsBWLRokTVh7eLiYp1z+UehiyPnORuNRhISEqhWrZpNG4xRo0ZZX/zmV+VmMplo0aIFL7/8snXs1KlT3HLLLaSkpLBixQpSU1Np0KCB9ePaAEuWLKFhw4a59peUlGRtM1KvXj1rhZvlY99g/qizpbdrSRkzZgxjxozJ9/F//vmHFi1aEBgYaB1zdXWlV69ehIeHs27dOsCx/2YiUrFNmTKFiIgI6/3Bgwdbv3ZxcaFz58789ddfZGZmMn36dAA6depEzZo1CQ0NJTIy0vrpIbBNWOdcyLddu3b89NNPecaQlJTksPMpCssnXs+cOWMdCwoKsnkTN69Pv4D5Gt18883cfPPNgPn377fffssHH3wAmJ9bBwwYUOhrkXOR39TUVA4ePGjtO719+/bCnmKhrVy5Mt/HjEYjq1atyrVmQmBgIMOHD7cmrC1zRRytRBPWu3fvZtGiRWRkZFjHFi9ezPbt25k3bx5VqlQpycOLiFRYl7cZKYhah4iIlC5Lj09LS5Cccr6YbdCggbVn89tvv80999zD3r17r/gx5YI8+eSTuLq60rlzZ2rUqIG3tzcbNmywPp6zV2XOfqbnzp3jt99+IzQ0FC8vL5vquytJTEy0nrOlJYhFcHCw9W/+unXrcvz4cQBmzJiBm5sbp06dspmf0//+9z8iIiLo0aMHtWrVws/Pj3379pGWlgaYnwszMjIIDAzkmmuuYcmSJYC5V/eIESOoX78+CQkJREVFsX79eiIjI629rgcNGmRNWM+ePZuqVavStGlT5s2bV+z+1YcOHcLV1TXXeMuWLfHx8bni9r/88gvLly+nd+/edOnShXr16mEwGNi2bZtNhWO7du2KFaeIVFxbt24lKyuL06dPs2jRImuVMZgXdrW8SWfRtWtX6+/H/fv3A5daUnTq1InIyEhruwtLgtvi+uuv55NPPiElJYUdO3bwxBNPcOONN+Lv78/Zs2c5cuQIy5Yt48YbbyzwzTpHOHnyJFu3brWuW5Dz+c/SCqNu3brWsbi4OL744gtat27N0qVLbX7H5jRgwAD69OlDq1atqF69OtnZ2TYLUFqeWwt7LVq1akXdunWtbyY899xzjB49moyMDD799NNiXYuMjAybnuMWvr6+udpW5cVoNDJq1Cjq1KnDNddcQ5s2bQgJCSEhIYGff/7ZOs/Pz8+mzYiIo5RowvrIkSP069ePu+++m8jISD7++GNSUlKIjo7m008/ta5KLiIihZO7zUje1DpERKT05dez8sYbb7T5yOywYcOsCevDhw/z1ltvAeaWEjkXOCqM5ORk1q9fz+LFi/N8/NZbb7V+3ahRI2rWrEl0dDTZ2dk8//zzgLnia9myZXYfc//+/fme8zPPPGOt5B42bJh1Ya9//vmHf/75B4DOnTuzefPmXNump6ezatWqfCvO+/XrZ61Cfv311zl27BiHDh3i1KlTvP7667nm16lTx/r1gw8+yOLFizl27BgZGRl8+OGHgLmSuV69ejZ9RQsrv9c4v/32m11JAjBX2i1ZssSahL9cp06duPbaa4sco4hUbAU9D7399tu5ilkub/Hh7u5u7e/fsWNH5s+fb32sZcuWBARc+kRolSpV+OCDD3j22WdJT09n6dKlNgvblqYvv/zSurBhTlWrVuWBBx4AzPHecMMNLFq0CMDa59nV1TXXwpIW586d4/vvv8/3uJbn1sJeCxcXF1577TUee+wxsrKyOHToEE888QSAdeHDojp//nye3wfNmzcv1BvjUVFRud58z+n555932NocIjmVaMK6evXqTJw40frNm5GRwfjx4wFYunQpb731ls1HEUVExH6Obh9iMplsFmMpiKq2RUSuzNXVFX9/f5o1a8ZNN93E7bffbvP4TTfdxLlz55g9ezbnzp2jTp063HPPPYSFhXH//fcX6Zj33HMPVapUYffu3Vy8eJGkpCR8fHxo3LgxN9xwA//3f/9nE99nn33G+PHj2bNnD6mpqcU5XcCc5AgJCSE8PJyhQ4da+58CXH311UyePJkpU6Zw/PhxQkJCGDx4MDfffDODBg3Kta8bb7wRo9HIzp07OXfuHImJiXh6etKgQQMGDBjAQw89ZJ0bEhLC3Llz+eGHH1i6dClHjx4lLS2N4OBgateuTdeuXbnmmmus8319ffn+++/56KOPWLlyJWlpabRo0YInnniC33//vVgJ6+IaM2YM4eHhbNq0iePHj3Px4kUSExPx9fWlcePGDBo0iHvvvTfPKm4RETC3jHJzcyMgIICaNWvSunVrBg8enO8nMxo3bkyNGjU4e/YsYO5x7e3tDWBTTQ1596++5pprmD9/PjNnzuSff/4hOjoaV1dXqlWrRqNGjejTp4/N7+DS4O3tTWhoKN27d2fEiBHUqFHD+tg777xD1apVWbp0KXFxcYSFhfHEE0+wY8eOPBPWzz77LJs2beLgwYPExsaSnp5OYGAgrVq1YtiwYfTu3ds6t7DX4uqrr2batGlMmDCBffv24ePjQ79+/XjuuedsnkNLm5ubG9988w2bNm1i27ZtREdHExMTQ1ZWFiEhIbRp04Z77723SP3MRexhMDm4y/vkyZOtfX+uueYamx5AO3fu5K677rLe//vvv0usLciZM2d477332LBhAyaTie7du/PSSy9Ru3Ztu7ZPT09nz549tG7dGk9PT2JiYnhjwZ4rJocSzkfZnUSyd25J7XPR7joYXFwZ0if/ldrL0/lon6W/z7JwPvo+vkJf7OQE3riltV0V1jExMbz440anVG1f/jtXRERERERERCqnEl900RlSU1MZPnw4Hh4e1oruiRMnct999/H777/b1TtORKQy0qKPIiIiIiIiIuJMJZqw3rVrF5mZmbi7uwO2q5z6+/sTHBxcIsedM2cOERERLFmyxLraelhYGIMGDeLnn3+29i4SEanoCrM4o73zRERERERERERKSokmrM+ePctTTz3FnXfeSVRUlE17kEGDBpVY/+qVK1fSpk0ba7IazCvBtm/fnhUrVhQqYR0XF4e7u7sSOSJSLtm7OCNA4oUz+FetVQpR5ebg7lQiIiIiIiIiUk6VaMK6Xr16rF69muXLl9uM16hRg6effrrEjnvkyBH69++fa7xJkyb5rrSdnwnLDpGcaXJqIkdEpDjsbfORnpJYCtHkLT4+3mnHFhEREREREZGyo0QT1h06dOCdd95h0qRJ7N27Fzc3N3r27MnYsWOpWrVqiR03Pj6egIDcyZnAwEASEhLs2kd2tnkBt6reLvi4m/AN9MLdNQ13U8FV4W7uWXbNK8zcktpnWLVsXFyMBJhSSv3Y2mfF2GdZOB99H5f+PjNd0zh//jypqalX3Ke9YmNjAUhJyf/fUQTM1fiZmZn4+vqW2Ce1yiOj0UhycjLu7u4YDAZnhyMiUqHpuShvei4SESkdleF5yGCqgJ/Dbt26NQ888ADPPvuszfinn37K119/zb59+664j7NnzxIZGVlSIYqIiEgxNGvWDH//K7e6qSwSExM5dOiQs8MQEalU9FxkS89FIiKlqyI/D5VohbWzBAQE5Pnx8vwqr/Ni+Qdv1qwZHh4eDo2vrBgyIQKAn56qW6jt9uzZQ+vWrUsipHJN1yW30rgmRf0+diZ9r+SWlJTEiRMnKvTvXEfQ9w5kZGRw6NAh64LOYma5HsX5GdL31yW6FrZ0PS7RtbBVWa+Hnovypuei4tG5V85zh8p9/pX53KHo518ZnocqZMK6SZMmHD58ONf40aNHadKkiV37cHV1BcDDwwNPT0+HxldWxKaaz7Eo51dRr0lx6brkVtLXpDjfx85U3uItaRkZGUDF/p3rKLo+ZvqosS3L9Sjuz5C+vy7RtbCl63GJroWtynw99FxkS89Fxadzr7wq8/lX5nOH4p1/RX4eqpCNTvr168fOnTuJiIiwjkVGRrJ9+3b69evnxMhEREREREREREREJD8VMmF91113UadOHUaNGsXy5ctZsWIFo0aNombNmtx9993ODk9ERERERERERERE8lAhE9Y+Pj7MnDmTBg0aMG7cOJ577jlCQ0OZOXMmvr6+zg5PRERERERERERERPJQIXtYA9SuXZvJkyc7OwwREREREXGAhIQEzp07R2ZmptNicHNzY//+/U47fllTka+Hr68voaGhuLhUyBovERGRMq3CJqxFRERERKRiSEhI4OzZs9SpUwdvb2+nLTKUnJysT2zmUFGvh9FoJCoqigsXLlC9enVnhyMiIlLp6O1iEREREREp086dO0edOnXw8fFxWrJaKg8XFxdq1KhBfHy8s0MRERGplCpdwvrMmTM88cQTdOjQgfbt2zN69GhOnz7t7LBERERERCQfmZmZeHt7OzsMqUTc3d3JyspydhgiIiKVUqVKWKempjJ8+HCOHTvG+PHj+eCDDzh58iT33XcfKSkpzg5PRERERETyocpqKU36fhMREXGeSpWwnjNnDhEREXz++ecMGDCAAQMGMGXKFE6fPs3PP//s7PBERESkgli0aBFDhw6lffv2tGzZ8orz165dyw033EB4eDg33ngj69evL4UoRURERESkoiuPr00qVcJ65cqVtGnThvr161vH6tatS/v27VmxYoUTIxMREZGKJCAggKFDh/LSSy9dcW5ERARjxoxh5MiRbN26lZEjRzJ69GgiIyNLIVIRKW0vvPACL7/8slOOvWDBAvr16+eUY4uIiIhzlMfXJpUqYX3kyBGaNWuWa7xJkyYcOXLECRGJiIhIRdSrVy9uvPFG6tate8W58+fPp1WrVtxyyy14eHhw880307JlS3777beSD1RESsTu3bsZNWoUXbt2pX379gwaNIh3332Xc+fOOTs0kbLr119p8kdH+PXX4u3HZILUOPOtI+YVdR9GI8SeNN9eSVoaIcfmQlpa0eLIzoboXebbKylMXJfLzIRDf5pvRaRYkpKSmLsrnqSkpBI/Vnl8bVKpEtbx8fEEBATkGg8MDCQhIcEJEYmIiEhld+DAAVq1amUz1rJlSw4cOOCkiESkODZs2MDQoUNp2LAhCxYsYPv27cyaNYugoCC2bNni7PBEyqZff4XddxAAsPuOoietTSZY+hzM7Ge+zS8Zbe+8oh7LaISpneDzFubbgpLDaWnwvjcN9o6H970Ln7TOzoaPa8GXbc23BSWtCxPX5TIz4V1v+OF6862S1iJFlpSUxIAPN7D6RCYDPtxQ5KR1dHQ0kZGRNv8VN79ZVl6buJXq0coALZ4hIiIiZUlycjL+/v42YwEBAUX69NeePXuKFcu2bduKtX1Fomthy9nXw83NjeTk5CJvfy4hnZ82RXLgTCLNa/kzpEso1QM8i7SvK8Xx+uuvc+211zJq1CjrfF9fX+6//34AVq1ahclksu7n9OnTfPjhh+zcuRNPT0/69evHmDFj8PLywmQy8fnnn/P777+TkpJCYGAgw4YNY8iQIYD5E6SffPIJBw4cwMvLi+uuu45HH30Ud3d3wPw74b333uPEiROEhYXRtWtXjEZjsa5lYa9HeZaRkeH07/3yqCjPRU0syWrABCTsvoMjDbYWej+umYk03beITK+quO9bxOGgm8h29y/yvKIeyyPlDC3P7cXo6o3Lub3s27CYDJ9aee4n5NhcGvz3tQk48ccbxDS60+44vOIP0zLlAiZcMKRcYN+auaQFNs1zbmHiupzf2b9phiUZns2hZV+SVKO73XFeSWX/WavM518Zz33urnib++/M3cyd4YGF3s/QoUO5cOGCzdjo0aMZM2ZMkWNz5GuT4qhUCeuAgADi4+NzjedXeS0iIiJS0nx9fUlMTLQZS0hIwM/Pr9D7at26NZ6eRUvCbdu2jQ4dOhRp24pG18JWWbge+/fvx9fXt0jbno1PZeSMHaRmZJNlNHH0XDIr95/n+1HdqRHoXah9WZLP+Tl+/DgRERG89dZb+c5zc3PD1dUVX19fsrKyePrpp2nfvj0TJkwgMTGRUaNG8dlnn/H666+zfv16Fi1axC+//EKtWrW4cOECZ8+exdfXl4sXLzJy5Eiefvppvv76a2JjY3nsscfw8/Nj9OjRJCYm8sQTTzBixAjuv/9+Dhw4wGOPPYanp2eRr2Vhr0d55+HhQZs2bXKNp6enF/sNwoqsSM9FJ36B3XdgAgxA4FW/FO33jskEcTfAiVXQ8gbadukNeRWt2TuvqMcyGmFvK1wv7Ifqrbiqx/Xgks8H3Fu1gr3jrefe8KY3aOjlZX8c2W1h6xMYUi6AT1Va9b4TXF3znluYuC6XGQ6bnwayAVfCrnkU/ntzrLjKwvOMM1Xm86+s5x4WlsTqDzdY779yZ+dC/e1veR764YcfcL3s5724+U1HvjYpjkqVsG7SpAmHDx/ONX706FGaNGnihIhERESksmvevDmbNm2yGdu/fz/dunVzUkQiFcus9SesyWqALKOJ1IxsZq0/wXM3tHDosWJiYgCoUaOGXfN37drFiRMnmDNnDj4+Pvj4+PDUU0/x+OOP89prr+Hu7k56ejqHDx8mJCSEqlWrUrVqVQB+++03wsLCrNXWNWrU4JFHHuGjjz5i9OjRrFq1Cm9vbx5++GEMBgPh4eHccccd/PHHHw49ZxGHuP124BcSdt9B4FW//He/CAwGGPQRpMWDV2D+SWh75xX1WC4uMHILxEdAYN2Ck8JeXvBCKif+eIOGN71hvl8Yrq7w7Bk4vxeqtco/WV3YuC7n7g4vp8Lx5dBwgMOS1SKVkZ+fH8vH9uCduZsLnazOqWbNmkUuVslPWXltUql6WPfr14+dO3cSERFhHYuMjGT79u1aLVtEREQcJjs7m/T0dDL/6++Ynp5Oeno6pjx6ZN56663s2bOHhQsXkpmZycKFC9m7dy+33nprKUctUjHti4qzJqstsowm9kXFOfxYISEhAJw9e9au+dHR0VSpUgUfHx/rWL169UhPTycmJoYuXbrwzDPP8MUXX9CtWzdGjBjB7t27gUuvYzp27Gj976WXXrJ+NDg6OpratWvbtEQMDQ111KmKON7tt3Pkpq1FT1ZbGAzgHXTlJLS984q6DxcXCK5vX1LYy8vcBqSwyWoLV1eoGV5wsroocV3O3R2aXadktYgD+Pn5cWd4YKlULpfH1yaVKmF91113UadOHUaNGsXy5ctZsWIFo0aNombNmtx9993WeVFRUVxzzTVOjFRERETKswULFhAeHs6IESPIzs4mPDyc8PBwoqKi+P3332nXrp11br169Zg8eTJffPEFHTp04IsvvuCzzz5TYknEQVrWCcLNxTaZ5OZioGWdIIcfq2HDhtSvX5+FCxfaNb9mzZpcvHiR1NRU61hERASenp4EBwcDcPfdd/Pjjz+yYcMGwsLCrH0pa9euTffu3dm6dav1v23btrFjxw7AXHF9+vRpmxejkZGRjjpVERERKSfK42uTStUSxMfHh5kzZ/Lee+8xbtw4TCYT3bp146WXXrLpvWYymcguaGVdERERkQLcdttt3HbbbXk+Fhoays0332wzdvXVV3P11VeXRmgilc6wng1Yuuu0tS2Im4sBbw9XhvVsUCLHe/3113n00UepWrUq9957LzVq1ODixYv88ssv1K1b12ZueHg49evX5/333+eFF14gISGBiRMnctttt+Hi4sKuXbvIyMggPDwcDw8PfH19rb0qb731Vr799lt++eUXbrrpJtzd3YmKiuL48eNcffXV9O3bl3fffZdp06Zx//33c+jQIX799Vc8PDxK5LxFRESkbCqPr00qVcIazJUIkydPLnBOaGgoK1eu1EIaIiIiIiLlXI1Ab74f1Z1Z60+wLyqOlnWCGNazQaEXXLRXjx49+OGHH/jiiy+4+eabycjIoFq1avTp04fbbruNtWvXWue6ubnx5Zdf8u6779KnTx88PT0ZOHAgzz77LGBe1PCDDz7gxIkTuLq60qxZMz799FMAqlWrxnfffcdHH33Ep59+SlpaGnXq1LF+cjQgIICvvvqKt99+mylTptC8eXOGDBnCvHnzSuS8RURERByl0iWsRURERESkcqkR6O3wBRYLctVVVzFlypQ8H3v//fdt7tetW5cvv/wyz7ndunVj/vz5+R6nSZMm+W4L0K5du1wJ6tGjR+c7X0RERKQsqFQ9rEVERERERERERESk7FLCWkRERERERERERETKBCWsRURERERERERERKRMUMJaRERERERERMofkwlS48y3IiJSYShhLSIiIiIiIiLli8kES5+Dmf3Mt0pai4hUGEpYi4iIiIiIiEj5khYPJ1aBX004vhLiTilpLSJSQShhLSIiIiIiIiLli1cgNOgLiWfA4AI/D1altYhIBaGEtYiIiIiIiIiULwYDDPoIhvwGmMyV1idWmSuvRUSkXFPCWkRERERERETKH4MBguqZK62Tos23ngFaiFFEpJxzc3YAIiIiIiIiFcmOHTv47LPP+PfffzEajTRs2JBhw4YxePBgZ4cmUvFYKq3T4s3J6r/GmiutG/Q1jxsMzo5QREQKSRXWIiIiIiIiDrJ+/Xruu+8+2rVrx/Lly/n777956KGH+N///sekSZOcHZ5I2WUy4ZqZWLTKaIMBvIMgPeHSQoxqDyIiUm4pYS0iIiIiIhVbfAQsGgNTO5tv4yNK7FBvvfUWN954I6NHjyY4OBhvb2+uv/56XnzxRb788ksiIyN54YUXePbZZxk7dizt27dnwIABzJs3z2Y/W7du5Z577qFz584MGDCA6dOnY/ovkbdp0yZatmzJ4sWLGTBgAB06dODJJ58kKSmpxM5LpESZTLD0OZr+/WjxFk60LMRoaQ/iFWjel1qEiIiUK0pYi4iIiIhIxRUfAV+0gW1fwekt5tsv2pRI0vr48eOcPHmSm2++OddjN954IyaTib///huAJUuW0LNnTzZv3sybb77JG2+8wfbt2wE4fPgwDz/8MCNGjGDjxo189dVXfP/99yxYsMC6v+zsbNavX8+CBQtYunQp+/fvZ9asWQ4/J5FSkRYPJ1aR6VW1eJXRlvYgw1eab8GcAJ/Zr+BEuJLaIiJlihLWIiIiIiJSca3/ADKSwJhpvm/MNN9f/4HDDxUTEwNA9erVcz3m4eFBcHAwFy9eBKBNmzbccsstuLm50aNHDwYOHMj8+fMB+PHHH7n22msZMGAArq6uNG7cmP/7v//jt99+s9nnc889h6+vL1WrVqV///7s2bPH4eckUiq8AqFBHzxSz0KDPub7RWVpD2IwWBPhBbYI+a+6+4pJbRERKTVadFFERERERCquqE2XktUWxkyI2uzwQ4WEhABw7tw5GjdubPNYRkYGsbGxhISEcPLkSerUqWPzeJ06ddi3bx8AkZGR/PPPPyxbtuxSyEYjtWrVst53dXW1Hg/Ax8eH5ORkh5+TSKkxmjCZssHowISxpUWIZRHGvBLheSW1vYMcF4OIiBSaEtYiIiIiIlJx1ekC0f/aJq1d3KFOZ4cfqkGDBtStW5c//viDbt262Ty2ePFiDAYD3bt3Z8eOHURFRdk8HhUVRc2aNQGoXbs2t99+O6+//rrDYxQpk1LjYM9sPDNSYM9s6PMa+AQXf7+WFiFp8eZktcGQe449SW0RESlVagkiIiIiIiIVV89x4OFnTlKD+dbDzzzuYAaDgVdffZXff/+dKVOmEBcXR1paGkuWLOF///sfDz/8MHXr1gVg586dLFy4kOzsbDZu3Mhff/3FLbfcAsDQoUNZvHgxK1euJDMzk6ysLI4cOcLmzY6vChcpEyx5ZEs7jjzyykXfd44WIfk9nrPvdX7zHEG9skVE7KIKaxERERERqbgC68JjO809q6M2myure44zj5eA3r17M2PGDKZMmcK0adMwGo00aNCAcePGcccdd1jnXXvttaxZs4bXXnuNoKAgXnvtNTp27AhAs2bN+PLLL5kwYQIvvvgiJpOJevXq8dBDD5VIzCJO5xUE4f9Hxt4/cGt1k/l+abIktUuSpVe2pZK7pJPjIiLlmBLWIiIiIiJSsQXWhRsml9rhOnbsyPTp0wuc4+Xlxbvvvpvv4+3atWPmzJl5PtalSxdrv2uLMWPGFD5QkbLCYIBBH3Mo6GbaduldMRO56pUtImI3tQQRERERERERESlJll7ZSdG5e2UbjXiknAGj0XnxiYiUIaqwFhERERERERHn+a9dRtN9iyDuhorZLiO/BSCNRpjaiZbn9sLeVjByC7iotlBEKjclrEVERERERErR+++/7+wQRMqW/9plZHpVrdjtMvLqlR0fARf2Y3T1xvXCfvP94PpOCU9EpKzQ23YiIiIiIiIi4jz/tctwT7uQu11GRRdYF6q2wCU7Faq2yL0grNEIsSfLRrsQkwlS48y3IuWMyWQiMTUTk75/ywVVWIuIiIiIiIiI8/zXLuNw0E0Vd9HF/Li4wMgt7NuwmKt6XG/bDuS/diFc2G9OZjuzXch/bVs4scr8pkJFbNsiFZbJZGLS0oNsOx5Dh4YhPDEoDIO+f8s0VViLiIiIiIiIiHMZDGS7+5dsErSsVgi7uJDhUyt3Mvq/diG4+5pv4yOcEx9Y27bgV/NS2xaRciIpLYttx2Oo4ufJtuMxJKVlOTskuQIlrEVERERERESkYrNUCM/sZ74tTNLa0Ylue/f3X7sQMpPzbhdSmv5r20JSdOHatpTVNwmkUvHzcqNDwxAuJqXToWEIfl5qOFHW6V9IRERERERERCq2vCqE7VnY0dGtMAqzv//ahRAfYU5WO6sdCFjbtpAWb05W23MN1EZEygiDwcATg8JISsvCz8tN7UDKAVVYi4iIiIiIiIhzmUy4ZiaWXCVuUSuEHd0Ko7D7c3GB4PrOTVZbGAzmJL+9yT61EZEyxGAw4O/trmR1OVEGfuOJiIiIiIhUHi+88AIvv/yyU469YMEC+vXrV6rHvOaaa5g3b16pHlPKmf8qcZv+/Wjh23XYy1IhPHxl4Sp9i5roLq39lWWV6VxFxKHUEkRERERERMSBdu/ezRdffMH27dvJyMigWrVqXH311Tz88MNUr17d2eGVOUajkZkzZ/LLL78QGRmJl5cXnTt35sknn6RJkybODk9Kw3+VuJleVQvXrgPMyW1721RYKoQLoyitMEpzf2VZZTpXEXEoVViLiIiIiIg4yIYNGxg6dCgNGzZkwYIFbN++nVmzZhEUFMSWLVucHV6Z9OKLL/Ltt9/y4osvsmXLFv744w+qVKnCnXfeyYEDB5wdnpSG/ypx3dMuFH5Bv6XPwYy+sGg0GI0lE19+rTCKuqCgwWA+x7T4ir8YYWHbiIiUISaTicTUTEwV/ee0DFKFtYiIiIiIVGjnU84z7/AvHIo9RLPgZtzW9A6q+VQrkWO9+eab3HjjjYwdO9Y6Vr16dR5//PF8t4mKiuKdd95h+/bteHl5MXDgQJ599lm8vLwwmUxMmDCBX3/9leTkZIKDg3nggQcYNmwYAIcOHWL8+PHs2bMHb29vbrrpJp544gnc3d0B2LVrF2+88QbHjx+nefPm9OjRo8D4Fy1axFdffUVkZCQ+Pj7069ePF154AR8fHwD69evHXXfdxcaNG9m5cyehoaG89dZbtG/fHoDMzEw++ugjfv/9d1xcXBg+fHiBx9u6dSu//fYbs2bNonPnztbr9cYbb3D06FHef/99ZsyYAUBYWBgvvvgi8+fP59SpU7Ru3Zp33nmH+vXrA5CVlcW0adOYP38+Fy9epEmTJrzyyiu0bt0aMLdiyc7OxtPTkyVLluDt7c3jjz/OkCFDCoxRSsF/lbiHg26ibZfeheuRfHwlpMXBv9+ax274LO/EsqOrfIuzoGBe24pImWIymZi09CDbjsfQoWEITwwKU//rUqQKaxERERERqbDOp5zniVWjWXLiTw7HHWLJiT95YtVozqecd/ixjh8/zsmTJ7npppvs3iYrK4tHHnmEatWqsWrVKubMmcP27dsZP348YK7Ynj9/PnPnzmXHjh3MmTPHmhy+ePEiw4YN45prrmHdunX8/PPPbNiwga+++gqAxMREHn74Ya699lo2bdrEiy++yI8//lhgPH5+fnz88cds3bqV2bNns3XrVr744gubOb/++iuvvPIKa9eupXv37rzwwgvWx6ZOncrq1av56aefWLFiBVFRUZw+fTrf461du5aaNWtak9U53XzzzWzevJm0tDTr2Jw5c5g0aRIbN26kadOmPPbYY2RnZwMwadIkVqxYwbRp09i0aRO33347I0aMID7+0kJvS5cupW/fvmzevJlXX32Vt99+m6ioqAKviZQSg4Fsd//CJZS9AqFud0g+C741IHJj7oX9LMnhmf0c2x+7OAsKltXFCItaMS5SASWlZbHteAxV/DzZdjyGpLQsZ4dUqShhLSIiIiIiFda8w7+QlpVKtsmc1Mw2ZZOelca8w784/FgxMTEA1KhRw+5tdu3axYkTJ6xVzDVq1OCpp57i119/xWQy4e7uTnp6OocPHyY9PZ2qVavSqlUrAH777TfCwsIYMmQIHh4e1KhRg0ceeYQFCxYAsGrVKry9vXn44Yfx8PAgPDycO+64o8B4evfuTdOmTXFxcaF+/foMHTqUjRs32sy5++67adq0Ka6urtx5552cPHmSxMREwLyo40MPPUT9+vXx8vLi+eefL7AiLSYmJt/rVb16dbKzs20Szg888IB132PHjuXUqVPs3LkTk8nErFmzGDduHHXr1rXGVr16dVavXm3dvmvXrvTv3x8XFxcGDhyIv78/+/fvL/CaSBlmMMD1k6HtA+AdnHc7kcIkh/NK2OaXxC3OgoJlcTHCkkrsi5RTfl5udGgYwsWkdDo0DMHPS00qSpOutoiIiIiIVFiHYg9Zk9UWWaYsDsUecvixQkJCADh79iyNGze2a5vo6GiqVKlibbkBUK9ePdLT04mJiaFLly4888wzfPHFFzz11FO0a9eOp556iquuuorIyEi2b99Ox44drduaTCaM//XxjY6Opnbt2jYJ49DQ0ALj2bBhA59//jnHjh0jIyMDo9FoPS+LatUutVPx9vYGIDk5GX9/f6Kjo22O4ePjk2v7nEJCQjh79myej507dw5XV1cCAy8l83Lu29vbm5CQEKKjo4mNjSUlJYVHH33U5nyzsrJs9p8zdkt8ycnJ+cYn5YCLi7kNSF4tP0wm838N+sCJ1QUnh/Nr05Ff24/iLChoMMDADyE+AgLrlo3+znkl9gu7QKVIBWIwGHhiUBhJaVn4ebmpHUgpU8JaREREREQqrGbBzTgWf9Qmae1mcKNZcDOHH6thw4bUr1+fhQsX0r17d7u2qVmzJhcvXiQ1NdWa/I2IiMDT05Pg4GDAXNF89913k5qayuTJkxkzZgyrV6+mdu3adO/enalTp+a57xo1anD69GlMJpP1hXZkZGS+sWRkZPD4448zduxYbr/9dry8vPj++++ZPn263degRo0aNsdISUmxVp7npVevXnz11Vds3brVJvEOsHDhQjp16oSXl5d1LOe+U1NTiYmJoWbNmgQHB+Pj48O3335LeHi43fFKOZezN/XlydWcCej6fWD4CvAKyj85nF8ldkFJXMuCgnkxGi8lpF0u+3C7yQR/jS1bPawtVd+WmPJK7JdEL3CRMsxgMODv7e7sMColtQQREREREZEK67amd+Dl5o2rwRUwJ6s93by4rWnBrTGK6vXXX+ePP/7gk08+sVb2Xrx4ka+++orFixfnmh8eHk79+vV5//33SU1N5ezZs0ycOJHbbrsNFxcXdu3axdatW8nIyMDDwwNfX19cXc3ncuutt7Jnzx5++eUX0tPTMRqNREREsHbtWgD69u1LSkoK06ZNIzMzk7179/Lrr7/mG3tmZibp6ekEBATg5eXFkSNH+P777wt1/rfccgvffPMNp06dIi0tjQ8//BBTAa0FOnXqxI033shzzz3H33//TUZGBufPn+ftt99m165dPP/88zbzZ86cyalTp0hPT+fjjz+mbt26tGnTBoPBwH333ccHH3zAiRMnAHPV97p16/Kt4JZy7kotLHImoE+uBgwFJ1nzatNR1NYdRiNM7QSftzDf/vephzxjKys9rC0V48NX5r2ApFqGiEgpUoW1iIiIiIhUWNV8qjGp72fMO/wLh2IP0Sy4Gbc1vYNqPtWuvHER9OjRgx9++IEvvviCm2++mYyMDKpVq0afPn247bbbcs13c3Pjyy+/5N1336VPnz54enoycOBAnn32WcCcdLUkYV1dXWnWrBmffvqp+dyqVeO7777jo48+4tNPPyUtLY06depw9913AxAQEMBXX33F22+/zZQpU2jevDlDhgxh3rx5ecbu6+vLG2+8wYcffshrr71G69atufHGG/Odn5eRI0cSFxfHXXfdhaurK8OHD6d27doFbvPBBx8wY8YM3nnnHaKiovD09KRTp078/PPPNGtmWwl/xx13MHr0aCIiImjVqhVTpkyxJvDHjBnDrFmzGDVqFNHR0fj4+NCmTRteffVVu+OXcuRKLSzsqRjOKb8WH0Vp+xEfARf2g7uv+TY+AoLrFz220lJQxbhahohIKVLCWkREREREKrRqPtV4pM1jpXa8q666iilTpuT7+Pvvv29zv27dunz55Zd5zu3WrRvz58/Pd19NmjTJd1uAdu3a5Uo4jx49Ot/5lvYj+c1fuXKlzWOhoaEcPHjQet/Dw4NXXnmFV155xTo2cuTIfI8H4OrqyogRIxgxYkSB8wBat27N/fffn+djbm5uPPDAAzzwwAN5Pn75dYfc5yPlyJWSvkXpMZ1XwragJG5+AutC1RbmZHXVFub7xY3N2cpqkl1EKqQym7A+c+YM7733Hhs2bMBkMtG9e3deeumlK747D3D69GkmTpzIpk2biI2NpWbNmlx77bU88sgjNouZSPmSmpLBscMXadWmlrNDEREREREREWeyJ+lblGRzQezt4eziAiO35O5hffn25alCuTwm2UWk3CqTCevU1FSGDx+Oh4cH48ePB2DixIncd999/P777wUmnVNSUnjggQfIzMzkySefpFatWuzevZvJkydz8uRJJkyYUEpnIY5izDayZvkR5v2wk4T4NJq3qsE9D3agQeMqzg5NREREREREnKU0k745F3G0LJR4paR1zjYghd2+LCpvSXYRKbfKZMJ6zpw5REREsGTJEurXN/+CDwsLY9CgQfz888/5fsQLYPv27Zw4cYJvvvmGnj17AtC1a1fi4+OZPn26zerbUj58+el6Nq0/ab1/YO9Z3hj7J0+/1Jc2Hes4MTIRERERESktOVuPiJS64vZwVg9oERG7uTg7gLysXLmSNm3aWJPVYO7r1r59e1asWFHgtpmZmQD4+fnZjAcEBGA0GgtcoVrKpsT49FxjJqOJpMTc4yIiIiIiIiIOZ+nhnBRdtB7Oxd1eRKQSKZMV1keOHKF///65xps0acKSJUsK3LZ79+40aNCAjz76iDfeeINatWqxa9cuvvvuO4YMGaIe1iIiIiIi5ZDRaMTFpUzW20gFpEInJzAa8Ug5A0bjpZ7PpcWe3tTF7eFc0PbOPHcRkTKoTP4mjI+PJyAgINd4YGAgCQkJBW7r6enJDz/8gNFo5IYbbqB9+/bcf//99OnTh9dee62kQpYS5O3rXqhxEREREalYfH19iYqKIiMjQ4lEKXEmk4mLFy/i5eXl7FAqD6MRpnai5ao7YGon8/3SYuktPbOf+bag3zGWHs5F7T2d1/bOPHcRkTKqTFZYAxiK+ASQnp7OU089xcWLF/nggw+oXbs2u3bt4vPPP8fV1ZU333yzUPvbs2dPkeIoDxITPQDYtm1bobctyjZF1bWfHz7+Ndi87jzpaUZq1Pai18CamFzPsW3buVKLwx6leV3Ki5K+JsX5Pnam8hZvaanIv3MdRd87IlIZhYaGcuHCBU6ePElWVpbT4sjIyMDDw8Npxy9rKvL18PLyIjQ01NlhVB7xEXBhP0ZXb1wv7Dffz7lgYUlydm9pZ567iEgZVSYT1gEBAcTHx+caz6/yOqdffvmFzZs3s2zZMurVqwdAp06d8Pf359VXX+Wee+6hefPmdsfSunVrPD09C3cC5YT/H8cB6NChYaG227ZtGx06dCiJkPLVuTMMGZbOoQPnaNcptMhvaJQkZ1yXsq40rklRv4+dSd8ruSUmJnLo0KEK/TvXEfS9Y35jWm9siFQ+Li4uVK9enerVqzs1jm3bttGmTRunxlCW6HqIwwTWhaotcDm3F6q3Mt8vLZbe0idWOae3tDPPXUSkjCqTCesmTZpw+PDhXONHjx6lSZMmBW578OBBAgMDrclqi/DwcOs+CpOwlrLDL8CT9p315C0iIiIiIlKhuLjAyC3s27CYq3pcX7p9nK/Um9qe/tbF4cxzz6mkz1NEpBDKZA/rfv36sXPnTiIiIqxjkZGRbN++nX79+hW4bbVq1YiPj+fkyZM24zt37gSgRo0ajg9YRERERERERIrOxYUMn1rOSdhe3lvaZILUOHM/aXv7WxeHM88dCtfHW0SkFJTJhPVdd91FnTp1GDVqFMuXL2fFihWMGjWKmjVrcvfdd1vnRUVF0bJlSz777DPr2ODBg/H19WXkyJHMnz+ff/75h2nTpjF+/HhatWpF+/btnXFKIiIiIiIiIlLW5UzeLh4Dx1fa9reuiHL28T62HNLinB2RiFRyZTJh7ePjw8yZM2nQoAHjxo3jueeeIzQ0lJkzZ+Lr62udZzKZyM7OtlkpPDQ0lDlz5tC8eXMmTJjAyJEjmTt3LnfffTfffvstLs56x1JEREREREREisdS/VxSVcA5k7eRG6Fud0iKdk5/69LiFQgN+sDprZB0Bla/rSprEXGqMtnDGqB27dpMnjy5wDmhoaEcPHgw13iTJk2YOHFiSYUmIiIiIiIiIqXNUv1sWSBx0EeO77d8+SKMAz+E9ISK3dvZYICrXzVXV/vXgZOrzYl77yBnRyYilZTKjUVERERKQHZ2NuPHj6dr1660a9eOMWPGEBMTk+/8b775hgEDBtCuXTsGDhzI7NmzSzFaERGRciBn9XNJteiwLMI4fKX51sXFtr+1I5V0tXhheAdBo2sg+WzFriYXqaTK22sTJaxFRERESsDUqVNZuXIlc+fOZe3atQCMGzcuz7krVqxg8uTJfPTRR+zYsYPx48fz4YcfsmHDhtIMWURExHnS0gg5NhfS0vKfY6l+LqkWHZYEMpRckjrnsRy10GF2NkTvMt8W1eWJ+opaTS4OYzKZSEzNtGnTK/YzGo1cTMnCaDSWyvHK22sTJaxFRERESsCcOXN46KGHqFu3Lv7+/owdO5Z169YRGRmZa+6pU6do3rw5bdu2BaBdu3aEhYVx4MCBUo5anM5ohKSzZaPaTkSktKSlwfveNNg7Ht73zj9pXZJJVUcmkO1xWbW4a1ZS0faTnQ0f14Iv25pvC5O0vrzC22Ao+US9VAgmk4lJSw/y+IwtTFp6UEnrQjIajTww9R/eXhnHA1P/KXLSOjo6msjISJv/EhIS8pxb3l6blNke1mKfrMxsli8+yLZNEdx2TxtaXFXT2SGJiIhUeomJiZw+fZrWrVtbx+rVq4efnx8HDx4kNDTUZv7111/Pr7/+yrZt22jXrh3bt2/nxIkT9OrVq1DH3bNnT7Hi3rZtW7G2r0icci1MRpr9/Sh+sTtJCm7Doe5fgqFs1Jfoe+MSXQtbuh5yuaI8F4Ucm0uD/742ASf+eIOYRnc6Mqwrcs1MpOm+RWR6VcV93yIOB91Etrt/yR3QZCLUpyV+57aSVLUj2W5+Rfp58oo/TMuUC5hwwZBygX1r5pIW2NS+4++bgN8F8/EjWz7l1ER1Zf9dUt7OPyXTyLp98QR4Gli3L5L2QYn4uBftb5bydu6OcDEli2NnE/FwhWNnE1m+YQtVfAqfoh06dCgXLlywGRs9ejRjxoyxGXPWa5PiUMK6HNu1PYrvv97C2TOJALz/6jLadQ5l2MOdqVLN18nRiYiIVF5JSeYqKT8/P5vxgIAA62M5ValShUGDBjF8+HBrhcVLL71Es2bNCnXc1q1b4+npWaSYt23bRocOHYq0bUXjtGuRdBYW7wJTNv5xu+jQvB741Sj9OC6j741LdC1sVdbrkZ6eXuw3CCuyIj0XtWoFe8djAgxAw5veoKGXl2MCMpnM1cxXWjTRZILY6+H4cmhxPW279C75BG6HWZAWj69XIJHbtxft5ym7LWx9AkPKBfCpSqved4Kr65W3S42DrfugeiN8k/ZRo1UTpy2yWFl/l1iUx/M3mUxsjzvItuMx9GoZQs8uYRiK8PNSHs/dEYxGI7P3/sOxs4k0quHPgB6dcHGxP+FveR764YcfcL3s5z0gICDXfGe9NikOJazLsb/+OGBNVlvs2BxJ+851uXpAEydFJSJSdHFxcVSvXr1If+yIlCW+vuY3ji//AzAhISHXH4oAU6ZMYdGiRfz22280btyYI0eO8Nhjj+Hp6cmdd5ZuhZk4kW91qNsdIv423/pWd3ZEIiKlw8sLXkjlxB9v0PCmN8z3HcHS5uPEKnPP6yu1ETH897/S+lPU0oKjOFxd4dkzcH4vVGtlX7IaLvUDt1wbLbIohWAwGHhiUBhJaVn4ebnp9Vshubi48O3IrizfsKXQyeqcatasadcbhOXxtUnZ+IyhiIgI8MEfO4iNjXV2GCLFFhAQQO3atdm7d691LCIigqSkJMLCwnLN37t3LwMGDKBJkyYYDAaaNm3KgAEDWL16dSlGLU5nMMDwVfBMJNy/Wj1ERaRy8fIytwFxRLLa0ps5Lc6mTzRp8flvkxYPJ1ZDQB3zbUFzCzqmM3r5urpCzXD7k9WgRRal2AwGA/7e7g5PVleWxRxdXFyo4uNW5GR1YZTH1yZKWIuISJnh4aV2RlJx3HXXXXz99dfWPwY//PBDevbsmatHHED79u1Zvnw5J06cAODo0aMsX76cli1blnLU4nQuLuY2IEociIgUTc7FE1e/DQ36QFL0lauILRXH9sy9PDld2gs2OooWWZQyRos5lpzy9tpELUFKQGpKBgt/3Uv1mn706t8EFxfzL/+MjGyW/r4Pd3dXBtzQHDe34r1f0PuaJkSciCUuNtU61rxVDcJalVyvw6SEdNYtiyYz5ThdezUsseOIiIiUdyNHjiQhIYE77riDjIwMevTowYcffgjA77//zuuvv86OHTsAGDFiBImJiTz44IPExsYSGBjItddey8iRI515CiIiIuVPWvylquqTq+G+FdD7tfx7WOfscT3ooyv3u7ZpM9IHrn7V3ELk8kru4rT6sLfvdlEYjRAfAYF1zW+SipQhSWlZbDseQxU/T7YdjyEpLQt/b3dnh1UhlLfXJkpYO5Ax28jqZUeY9+O/JManA7B88UGGPtiRuNhU5s7awcXzyQCsXHKIu4a3p2PXekU+Xqfu9QlvX5tF8/aybVMEg+9pU6z9FSQry8jyRQdYMGc3KckZ7PhnPX8tPMDQBzvSJKxaiRxTRESkPHN1deX555/n+eefz/XYzTffzM0332y97+bmxnPPPcdzzz1XmiGKiIhUPJf3Zi6ogjivHtdXSjTnTIjv+h6OLYeGA8zJ6xOri98PurB9twvDaISpneDCfqjaAkZuUdJayhQ/Lzc6NAxh2/EYOjQMwc9LaUtHKW+vTfQv70CRp+KY+eUmm7FTx2OZ/P4akpMzbMbPnklk8vtr+GbuUNzcC9Fn6jKeXu7cNrQttw1tW+R92OPw/nP8+O02m7GjBy/w9cS/GT/llhI9toiIiIiIiFRwJhOumYnmhG1xErSW3sz2VCjnTD7nrIy2VDh7BkB6gu1+LAnxY8vN9/3r2FfJba/8YnKE+Ahzstrd13wbHwHB9R2zbxEH0GKOYqGEtYiIiIiIiIg4j8kES56h2d4FEHsLXPtJ8ZPWeSV5L2+1cXk1tlfgpQrn4yvB4AKYbCudrQnxOHOP7JOroX4fc1sQR7TwyCsmRwmsa66stlRYB9Z13L5FHMSymKNUbkpYi4iIiIiIiIjzpMbC1i/xzk6HrV9C71fBJ8Sxx8iv1cbl1dipceY5PlUhYgPU7ZG70tlgAO9guPZj8/y1b8PM/o5p4VGYCvHCcnExtwFRD2sRKeP028mBgoK9qd8o95NqeIfaNM9jIcSr2tXGxbX0/wmSkzL464/9ZGcZ7d6manU/ate1fWfX4GIgvH1tR4dn43REPKuWHiKrELGKiIiIiIhIOZKWAMZMTBjAmGm+7/Bj5NFqAy5VY1/e8iPlgrkKOfVi/pXOlorrE6tz77c4Lo/JkVxczG1AlKwWkTJMFdYOFBDkzRsfXc+GVcf4ZfYOQqr4MHRER5o2rw7A1n9OMWfmdlzdXLjngQ6Et69TqvFlZxtZ+echfvt5F0mJ6Rz1aEaVar5kZmbjfoU+2tVq+PHOhBtZvfQwc77fRoNGVRn6YMc8E/SOkJiQxvwfd7L6r8NkZ5v4c8E+hgzvQPsu+siSiIiIiIhIhRJUD2q0wXRuD1Rvbb7vaPa22shZ4ZyzhzWYq6kvr3ouyRYe+TEaVSUtIhWaEtYO5uJioFf/xnTp1QB3dxebBvEdu9ajbYc6uLgYnFJZ/ccve5j/407rfaPRxPmzSfw8czv/91CnK27v6upC/+vD8AtJoEvXK88vjgn/W82RA+et98+eTmTie6t55pV+tOlYuol+ESk9GWnJzg5BRMoLoxFSzoNv9ZKpQBMRkdLzX6uKfRsWc1WP60smCXt5qw3IOwFtmWtp/2FZhNHaTqQPXP3qpQrokmzhkRejEaZ2utSHeuQWJa1FpMLRb7US4uHhmudqpm7urk5JVgP5tgApbLsNN/eSjz87O79Ys0v82CLiPJmpyZhMJmeHISJlndEIM/vCJ6Ewo4/5voiIlG8uLmT41CrZ5GvORPTS52BmP/Ptlf7+zNlOZNf3MKO37XYl2cLjcvER5mS1u6/5Nj6i5I8pIlLKlLAWEZEywze4ep5v9omI2Eg5DxF/gzHLfJty/srbFIfRCElnr5zQEBGRoouLo87mFyAurmSPYzJB3Ck4vjL/vtMmE6TEmheDNJnMrUFCu0FClPlx/zpX7ldtNELsyaK9qWoymau/TSbbr8HcBqRqC8hMNt8GlmLbzMtjESklJpOJxNTMClXcZDKZSMk0VqhzciS1BCmmIwfOUys0EF8/D2eHUiBjtpHMzGwMLgZMRtsfhho1/Z0UVf5q1vLn+OGLNmOeXm4Ehfg4KSIREREpM3yrQ93u5mR13e7m+yXFUs1tOdbwVfrotYiIo8XFwYRgagBMCIanYiEoyPHHydnaw+ACiWegYT/bvtMmEyx5FnZ/b74f/n9g4r/ngR7g5gkn1xTcr7qobTtMJkiLg9Vvw8nVUL8PGDAv6tigr7n1yH/tU0q9h7VNW5T/YlGhiZQCk8nEpKUH2XY8hg4NQ3hiUFi5L3KynNO6ffFsjztYIc7J0ZSwLqLo0wn8PGMb2zdH4ufvya1Dwul3bTNcndTuoyC7tkfx47fbOB0RT43a/nh5uXPyWAzePu5Ur+nPdbc2c3aIuTz6TC86dK3HzzO3c+F8Mj37NuKOe9sqYS0iIlLelESvaYPBnDgujR7WeVVz+9UoueOJiFRGS0fmvn/3nOLv12Sy7S2ds7VHUjQM+c28wGPO55G0eDi+HLLSARMc/cuc3A4Ihah/4L4V5vkF9avOq21HcP0rx7r0OTi2HJLOQK0O5jgwQECOim7vIHOS+kr7c7Sc1y5nLCIlLCkti23HY6ji58m24zEkpWXh7+3u7LCKxXJOAZ6GCnNOjqaEdREcPXSed1/6y9oTOikxne+/3sK/WyIZ+8YAJ0dna+Gve5g7a4f1/tnTiQBcd0tLTp4McVZYdunUvT7tOoVy/lwSteqUwkrLIiIi4lglWZ3s4lI6iePSrOYWEamsBk2F/XNt7xdXXhXBXoHmry1jlyerwTyn4YBLFdaNB5orrE+uNm9jT69qS9sOS4W1HW07XLOSzHEF1DEnrBOjzHHkrLDOr6K7NFx+7ZwZi1Qqfl5udGgYYq2w9vMq/6lMyzmt2xdJr5YV45wcTVekCJISM/JcwDA+Ls0J0RQsPjY1z/Hy8kkDN3dXJatFRETKq5zVyac2QPI58K/p7KgKpzSruUVEKqugIHgqlrM/3knNe+Y6ph2IpSLYpzocWQK9XgbfEHPiOmfV9eUMBrj2Y+j9qjlZ7BV0aX+Xb3N5BbdFEdp2ZLv5XUoIh/8fXP3qpQrmguK9UixFnXc5g+HK107KJZPJRFJaFn5ebmWyLYXBYOCJQWFlOsbCspxT+6BEenZRO5C8lL3+FSIiIiJSMfhWNy9SBWAywi93F23xKWezVHPrxYSISMkJCiKq8/uO613tFQj1epv7TV88CLOuMT8HGQxXrpI2GMAnGLyDzV/ntY3RCItGw8x+5kruyxdOs7TtsPeTRZaE8PCVMOhj8/HzO/blLNXk+cVS2HkFxWhPhbmUG5Zeyo/P2MKkpQfL7AKABoMBf2/3CpXYNRgM+Li7VKhzciQlrIvAy8stz9/PXt7OK1iPy6eS2iufHjj5jee3n8JKSc4gIz0r13hGehYpyRkOOYaIiIiUcQYD3PEzuLgBpks9oEVEREqawQDdnvyvSjr4Ui9pC5MJUuMKn7QFc7L695Hw77eQGnupp3Nx92vpjZ0WX3DS+fL959VfOq/5Bc2TSimv/tAiZYES1kUQ1qoGr46/jibNqwHg4enKLXeHM/b1/qUey7HDF3j3xaU889CvzJq6maSEdJvHbxvahpFP9iC4inmxwirVfHn0mZ7cfNdVNvMS4tOY8cU/PD3iV9575S9OHospUjzZ2UaWLz7IuMd+4/lRC9iw+hgmkwmTycSG1cd4/vEFjHvsN5YvPkh2djmssBIREZHC8a9p7v3s4ua0HtBGk5HYtNgyWzUkIiIlJLAeVG0Jmcm2vaSvVGlcUNLZZILFY2D3bPNzW/JZ86eJvAKLX8FsT1x5PW7pL50Ubdtf+vL5ngF5z5NKy9JL+WJSeoXpDy0Vg74Ti6hxs6q8+v61bN8cQYNGIYRU9S31GH6d/S9//LLb+hy1fPFB/l5znKdf7kuzluYXgwaDgR59G9Gxez12bI6gfZd6eHi42uxn364zTHp/DakpmQAc2HOW159bzK13h3Pr3eF2x5OaksFb45ZwOvLSu7RTJ2xg2aIDGIBjhy9ax2dN3cyKxQd57YNr8fbxKOIVEJGKJiMtmbi4OACCg4P18SiRisDJPaCNJiMvr3+RAzH7aR7Sgnd7voeLwfk1G0aTkfj0eII8g/S7TkQEwGjEI+WMuXrZkQv05tVLOq9KY0u/6LwWa7RsY6l+jtxo3jYpGq66F66fbH5+S43Lf7855ddHuqC4Cno8v/7Sl89PT1AfarFREftDS8Xg/L/Wy7n2nes6JVkNcPzIxVxvuKYkZxB9OiHXXE9PN7r2apgrWQ1wJirBmqy2MBlNHD9yMdfcgqSlZdkkq61xHr5ok6y2OB0ZT2qqPm4iIrY+XR3Biz9uJDY21tmhiIijOLEHdHx6PAdi9pNtyuZAzH7i053/8WdLEv3BpcN5af0LGE361JmIVHJGI0ztRMtVd8DUTo5d7yCvXtL5VSRD7iRvalzeVcrewdDuQbh56qV9F7Rfi4KqqD0DzNXaiWfy3r6g/efVXzqv+QX1oc6rsrw4LU6kXKiI/aGl/FOFtYiIlBn+ITVIzjLojyURcZggzyCah7SwVlgHeQY5O6Q8k+jBXsHODktExHniI+DCfoyu3rhaek0H1y+54+VXkQyXkryWCmsD9lcp59yvZ0DhqqhNJvhrrLl6u253GPhh7qRyQXEX9jwvl19l+eVj+jtdREqBEtZliMlkyjNJk984DnqeyC8xlN/u8+v/WFA4BkPeb8jquU5ERERKksFg4N2e75Wp9htlMYkuIuJUgXWhagtczu2F6q0u9ZouSZZK47zGcyZ5wTaBnbNKOb/9egXmn+i9PCH+3zFcs5IuJbIjN5oT4/nFl9+xC3Oel8tvQUZ7WpyIiDiYEtZlwKnjMfw4fRtJSekMfbAjLa6qCcDZMwn8NGM7UafiuGt4ezp2rWez3YjR3fhl1o7/FjYEXz8PQusHMXfWdtJSM+l3XRhublfu+nJ1/8akp2Xx+5xdpKRkYnAx0CSsKseOXOSbzzZy+71tCQr2BmDzhpPMmnaEf1qkcPfwdlSr4W/dT1CID8+93p+fvt1G5Kk4ABqHVWXoAx3BAD9M38rRgxcAqFMvkHse6EhwiI8jLqGIiIiI1eX9oV0MLmWqgrksJtFFRJzKxQWGrydywYvUv+U9x/WwLqrLk7wFVSnn1Y+6oF7U1oR4HOQo6sp288szkV1q8kmkOzUmqdBMJhMpmcb8izQrOKPRyMWULIxGIy7O/p1XBilh7WTTP9/I2hVHMRnNz1Tvv7qMtp1CqR0awF9/HCAry9y7a/L7a2jeqgajxvYiMMicPA4O8eHhJ3twzY3N+X3ubvbvjubg3nMAzP5mKyv+PMSjz/SkYZMqBcbg5u7Kdbe2pGe/Rsz7cSf7dp7h8P7zAKxdfoTN609w4x2t2bXtNIf2m/e/5e+T/LslgpvuuIpbcizMeFW72rQKr8ma5Ufw8nana68G1l88r42/jn/WHSclOZM+1zTBxVU/kCIiIhWG0ei0hRVtwiijiyxerqwl0UVEnCo9Hcb7UA/gwER4MQ08Pe3b1pIw9gwwVyXn1/oiv4UO7ZmTX5VyXm00LBXWV0r0rnkn93bOXBAxv+NrkUYpASaTiUlLD7JuXzzb4w7yxKCwSpW0NhqNPDD1H46dTWT23n/4dmRXJa0vo4S1k61fdcyarLb4d0skJ4/5WJPVFgf2nuXsmURrwtqiQeMquLgYSEm2XTgx+nQCh/adu2LC2sI/wIsmYdVY+echm/G0tCw2rT9JxAnbBdAyM438vea4TcIawMXVhb6DmuV5jK69GtoVi4iIiJQjRiPM7AsRf5v7bg5f5bTquFLvD11GEvUiIuXa3h9z329//5W3sySMj68EgwtgyrvXcn6J5bz2VZh+zflVUl8p+Zxf+40rte/IL6FuNJr7fgfWLd7zb17HL2wLEhE7JKVlse14DAGeBrYdjyEpLQt/b3dnh1VqzsanceJ8Mh6ucOJ8Mmfj06gVrA4EOSl9LyIiIiLFk3LenKw2ZplvU86XznGNRkg6a7NQhqU/tKvBteT7Q1sS9Z+Ewow+5vsiIlJ4re4p+H5+LIlfn6pwYT94V7FNAF8+7/IEcWHnWJhMkBpnrupu0BeSoi9VUhuNEHvSPMeSvL6cpQI753ZXYkmoz+xnvrU89xmNMLUTfN7CfKvnIikH/Lzc6NAwhIR0Ex0ahuDnVbnqaWsEetGgmi8Z2dCgmi81Ar2cHVKZU7m+I0RERETE8XyrmyurLRXWvtVL/pj5VHWXan/ovBL1fjVK7ngiIhWVpye8kMqJP96g4U1v2N8OxDMAQrvBqQ1QtQWkXsw7AWxPiw575oBtJXb93tDmfuj1EviEmB+b2smcPK/aAkZuybvi+UoV2IXpix0fYT6eu6/5Nj4Cguvnf83saY0ilZbJZCIpLQs/L7cS/RvKYDDwxKAw2gcl0rNL5WoHAuDi4sL0h7uwcM1mbuzdWe1A8qCEtZMkxKXy6w87adS0CmfPJJIQlwaAj487N915FdVr+TNn5nbOnkkEwN3DlWtvaUH9RiE2+8nONrLgn5Ps93ShevNqnDtgrmgyGKBb70Z06VnAE9Vl9u+OZvXSwzRrWZ3D+89Z37Ct3yiEu+5rx77d0fz1+34yM83v2NaqE8A9D3TMtZ9zcalMW3IQH09XHhgYRqCvR6Gvj4iIiJQjBoM5YVyarTEKSBYXpT90zoUa7eaMRL2ISEVkMsHql6kesQhWZ9rXjsNkgr/GQuRGqNcDrpsEGYl5J2Lt6Q9tzxyjEc7ugaPLwL82bJ4MmyaaK7yfPQMJkVdOHudMGDuiL3ZgXXNy3JIkD6xb8DUrbNsTqTQsfaW3HY+hQ8OQEu8rbTAY8HF3qXTJajBf68+WHWbdvmROZByudD287aGEdSkzmUwsnr+XP37ZQ2qKuee0p6cbzVvXoFadAG4b2paA/z4K0LZDHZYvPsipE7HcPrQtVar52uxr2+ELTF6wh1Pnkq1jV/VpQO2UTO66q43dvasvnk/m+2lb2L4pwjpWvZY/wSHeXN2/CT36NsJgMNC6bW36DmzG15+tpGOXpvS7Ngw3t0vvAmVlG5m1/DBz1h4j/b+k9oodp/m//k24u3fjol0wERERKR9cXEq3utiByeLLF2q83fsO+za8UqJe/a1FROzzX/VwpldV2+phO7bBr6Y5aZ2RWPA29vRivnxOzuSypXr67E4wAQmnwJQNBjdIuQDn9kKN1gUnj+1JGBe2L7aLi7mSOz4CAkILXngyv32XFlV3F5ojK56vtC9LX+kqfp6Vsq90aarsPbztoYR1KcvKMjLnux02Y+npWRzYc5Yx43rjF3Dpo09u7q5ce0vLfPc1Z80xm2Q1wO7TCVx7Z7jdyWqAf7dG2iSrAc6dSaR2aCA9+9kmmqvV8GPQrXXo0KFFrv3EJWUwa8URm7HktCy+WnSAu65upHeLROSK0lOSSM80kZ6SSFxcXJ5zgoOD9ftERBxa1X35Qo3JtVLs3zi/RH0ZWohSRKTM+6962H3fImh5g309nfOqOHZUQtRohPhTsHEinFpj3n/nMXBhnzlZjQl8apiT1WkXweAK/34L135yKXmc1wKI9iSMC2pNkl/S3cUFgupdORlub9uT/BTn+qq6u9AcWfFsz74sfaUtcypbX+nSZLnW6/ZF0qulrnVedEVERKTMyEhLJj09G4BPV0dgMETaPJ6eksh793QjJCQkr81FpLJxUFW3ZaFGS4W1r4vvlTe6EvW3FhGx33/Vw4eDbqJtl972JTIvrzgGxyRELYsYWpLT9Xub93n1y1C1pbnC2sUDml0PvV6Gb3tBYH04ueZSAjq/HtL2JIztaU2SF3uS4UXdNxQ/4ezs6u5yyJEVz/bsy9JXujR6WBektPpoO1Nl7+FtDyWsRUSkzPAPqYFLlp6sRSotJ7XQMJhMvNv2KeLdPAnyCmb79u3F36n6W4uIFI7BQLa7f+F+/+esOE6NK3pCNGflsHURQz9Ii4WECGhyLXgHm6un406BV4D5PkDT6+2vWLYmjOP+q9S247zsZW/1dF77tpy/Z0D+LUVyJZzjAIP9ie/iVneXorKSMHVkxbO9+zIYDE5tTVHafbSdqTL38LaHEtalzM3NhWtuCGPlkkNkZ5ufoVxcDDQIr8n8TSe5u09jPNxdrfP/WXeciBNx3HBbK3xyLF64J+Y0gfUyCIxyJz450zresLY//8ZepH1iVWr4e1vHI07Esuqvw/S/rhl16gbZxNSidU0aNa3CscMXrWMBQV4k+Xmw7fAFOjStesXzSk/PYvXig7SrE8jO0/EY/3vydXM10KaGP0v/2M+A65vb9LyuqLKzjaxccojMjGyuubE57jn+PUVERCQfl7fQuG8FpF4s+eT1f8d1ifibYEvrjpyPFTWB7oyFKEVEKrOiJkQvrxweMB5CmkHMIajRBoYtA59g8+9xgwFCGthuX5SK5TXv5F+pnDN5Dvbvu6jV05bzP74SDC6AKe+4bK5vH1j9NpxcbX+1dXGqu0tRWUqYOrLiuaxUT1+J+miLhRLWpcxgMPB/D3em33Vh/DRjGzHxaZwJ8GBNYjprlh1m0ZZIHro2jAa+Hvw4fRtHDp4HYM3ywwy+uw1hvarz68l/2Rd7BryhTh83mkfX5tSJTEJCPdmfGsfJU0msi4pmcKsG3NigDn/O3cO6FUcxGk2sWnKIPgObMvieNtaYatcN5LUPrmPj2uP89vNufOr4syUpnb1Rcaz6ehNdm1fn0RtbUK+6X67zMZlMbFh1jF9m/0vsRXO/x6saBpMaGoC7iwHDkYuc23+CH1efYOWSQ9x9X3s6dK1XOhfbCf7dGsnPM7ZzOjIegJVLDnHXfe3p3COfj4SJiIiIWc4WGqc2wLdXw+ktBfd/dkRFdl6tOyz7Lm4P6tJeiFJEpDKzt3r5cjkrh4+vhCVPmsdbD4WbvgLXPAqQLu/lnNdCjflVK19eqZwaZ37caITU2EuJ4Pp9wACcWG2bFC6oj3RRKrMt8fhUhYgNULdH3hXqORPOJhN817/w1exFia+UlbWEqSMrnp1dPW0P9dEWC/3LO0nt0ECeeaUfA19cTFZiunX8XFwq//vpX8IvplkTwACJ8el8N3UzjYJDOJ0Vbx3PdMkipvYpqvvXY/fpOOt4RraRn3cd4/SqKI5tPG0dNxpNrFxyCC8vN+BSD1iDwUD33o1I9vfgvZ922sT6z4FzpGVk8cmj3XKdR/TpBL6e9LfNWMzxWDxOJ5D6Xx9ai7OnE5n0/hq+/OFuvH08qGiMRhOT3l1lM3b+bBKff7iW5q3uICDIO58tRURExKaFRu2O5mR1Qf2fHbWoYZ6tOyLVg1pEpLwqqHo5p5yJZUvlcN3uELkRAmrDmW2QEGlePDFn4rmgXs72VCvnrFSu3wfWvg3HV9E8NQ22eEDSGajVAY4vBwwQUOdSUtgrsOA+0kVZFNESz/GVULWF+dNNBfXX9g4yH6ectPcoLCVMnau8VIJLydNPnoiIiIg4T84qaUsLDZ9qtsnovPo/X55QPr8Pqre68gv0y6uy82vdUdge1EYjJJ8FDObEtl5giYiUPnsX9jOZYMmz5qRwwwHmxG96gjl5/dfYSwnnn28FXMBkhIb9zPNS4+DYMvCvY54Xvcuc1PYOLqBaOQ6bfs+WSmVMMLM/+FTF6/w6qNLLnLBOjDLHlbPC2ivQ9vyOLTdXZBtcirfoZM54Cuphnd82Zbi9R1EoYep85aESXEqeEtYiIiIi4hx5VUlbqpiv1P85Z0LZ3Re+bAv1ehRcaZ1fVXZerTsK04PaaIQZfeDUOsAA9XrB/UWs+BYRkaKzt491ahzs/h6y0s23vV8196kGcyI27hT8PBi880g8r30bkqIhMdqcyJ7aAVw9oOOjMPCjPKqV++Td7zlnpfLxlaT5NcQ39SKE/x9c/eqlRHvOpLBXoHl/u743tz2Z+V9Su0FfuPqVoi86mbNVR1G2qWCUMBVxPv0VXQq2b4rg8IFzucb3746mVWDuNhH1q/vi1zQk13hQ4wBc0gMwmGxfMPlm++Cd7I7bZS+kgn3c8G/ripe/bc8tTy83UlIyyc4y2oxnZGZz6lwywf6eNuMuBqiRaST6dILNuMlk4tDec9Ss7Z8r1rr1g6jbICjXeGj9IPbtis41fuRiAquOnsZksm02Fn06wdx/O9s21piLKaxaeoiMDNu2I0mJ6axccojUlAyb8fS0TFYuOURCfFquYxfWlr9PcvzIxVzjBgO0vKpmrvEmYdXwzOPJLvJkLBvXHM91zvmJi001n3N6VuGDriQyMrJZtfQQsTEpV54sIiLOl1//aLiURM4vUWxJKD+yA9ITwZRt7n2dcx+FOV5erhTD5fsFwASRduxbRERsRUXRZNlgiIoq+j4slb/DVxZcYWwdNl12/799BNUzJ4FTL5oTzynnzW06jEZzxXPtjuBTxfz8A5CVBof/hPR483HvXwUPbYJbZ0Cvl83J6pyJZLjUvmPgh3D/Kg70+u6/uD82J6bjTpmPd/n5Xf2qeV81wuHiAfCuAkeXmSuu6/Q0J9OL26bDZDIn9S9/rZrfeGH2ISXOaDRyJjYF4+XfPw6WnZ3NkTMJZGdnX3lyHkwmEymZRrtzIkXZf2JqZr77v9LjJS0jI4NtUalkZGRceXIlpArrEnTyWAw/TN/KgT1nAejcoz533dee7CwjP83cxo7NkQD0aFaFSD93Eg0GaoX4sO9U7P+zd97xcVSH9v/ObFfdVbXVXGVLNu7dGNuY3kNogSTUF15CwksjkEDey8sPDAmENFJ4JKGk0CEk9GJj3HDv6pJlq1hd27V95vfH1TZpJUsuYMOefPg4e+fOnXtnRjs75557DodVmLisBHOnG1eXi4zzCtjrcRKqd1KUOZbCsQFsipWMtrHs2efCF+gmz2wkp8RIQ8DBkqkmeuiiJhQg/Q4jEw6mUvNqF5On5NLWamfde3UcNMhk56YSDCqsP9DOn96upsPqwaDTMGtiFtVNNqamGdA2O6hcc5B7PzrEORdOYXyZSm1VJ889uYODdT1IskRpeS4dR5yYUnUYjToaagWhO2lKDtZeDwDmLBMHa7v57c8+YvqsMXzplvmk5pl4ckct79e1oKjwyoFGvr6onAlpqbz2wj7WvF1LKKjw1msVfOmmeZTNyOetVyt467UK/L4Qb7x8gGtunMP8JeP44K1q/v3iftwuP/98bi9XXj+L5edMYvNHjbzyjz3YrB5e/OsuLrt6BudfVoZOlyA8Yxg01Hbz7JM7qK/uQpJgyfIJXPPVOWTlpAJiFvae+89j17ZmXnh6F8FAiGtvmsuiZePj2rHbPLzyjz2RIMy3/1XJDbfOp+yMxL6Yfl+Qt/9VyVuvVuD1Bvn3i/u5+itzWLpyQnJ5Ugw+Xt/IS3/bTU+XG8NTO7noC9O4+MrpGAzJr7kkkkgiiVMWiWw3RhqkGK6XUwaGdEES6NPEMuzRHO9YMLCP4XbDCuvjaTuJJJJI4vOI1lb4UxEZAH8qgq+1QGHhsbU1EuWv0SyUzAfXwMRzxGeI94AOW17o0oSKet/foW0XjFshFNSTLgD3P8DbDUjQ1y2U1Bc+Kqw1nlgA3VWC8B63Ag5/FCWSB1qSXPiomCQ1Zgqbj7+eJ/bVpwnrkQlnR1XXJjNMPC+q4nZ1QNd+ePlaQAPfa4P0nGO36RjKo3s47+6RtpHESYeiKNzyxBYOdbkZn5vKU7cvRj4JK75CoRCX/uIjbH0BzCk63rhrBZpEAaVDQFVVfvtuDRsq7eyy1fBfF0w9ofxGuP2wF/nA9o+2/WTD7/ezvD8D7cmdH7L+vrPR6z97WW/HgySTc5LQ0+XmJ3e9hapEZ2q2bTrM3p2tBINKnLq5qbYHWZZQZ+dTcdgaKT/Y6UKSYPxF+exyRNXNLfY+WuwwNVDI1kZbpLzT5qXT5uXcK0wcDkWDFp1BL84SL+Xn51PxdlTdHAopdLY7uf83G9nQ4YyU+wIh9h7sZW5OKl2bm6P1gwrvvVFNzjYD3Z01kXJVUamr6sKSnUJnuytuzA213Wi1MkjQ2+2OlFfsbed/vvcm/msK6HRHVc/VXXa+88YWFteoNNf1RsqPNNv55QNrmTItj9rKqFq9u8vNHx/dyPRZ9VTsjY7NYffyzONb2bmliQN72iLlnr4AL/51F10dTm7+xmJGivZWB/ff83ZkclhVYfNHjVTsa+e3T10dV3fuwmJmzi1EUVT0+sFf2D/78fscaYkGZx4+2MtDP36P/3n4QiZNyR1U/+nHt7Lpw4ORz709fTzxm014PAHOvXjqiMfwWYbN6uHxX+6MfPZ5g7z2/D7aWuzccdfyT7FnSYwWvj4XvsDQM9y+Pic2m+2EHMtisSQnfZJI4tOGqsLVzxPxfVbVeMuOG9cIddtA8jrG2kMpmI9dDWAGpIBbEAZDhSOOxuZjKAxlK3LzuqSHdRJJJJHEseLFVYM/f7cmcd0TAUkS9h32ZuE/PYiQXRkliG1N0FsnyOPuSsibBagQ8oO5CHRT4chOyJ8llNReu/ivuwq0KeLfa1+BlT+JWnv0WQdbkoSPX/+uUE4bzOKZljNNkOUHPxBE9QW/iPecrnyln6wGCEH7Dsi46NjPzVA+4CP1Bx+ujSROOjrsXg51uTHpZA51uemwexlrSTnhx2nsdGPrCyBLYOsL0NjpZvLYjBHv7/IG2dnYS4ZBYmdjLy5v8ITasITbz04zJGz/aNtPNjbWdA/6vGpGwSd2/NMBScL6JCEUUuKI2zCCgRCh0OByRVEJJihXVQgOsTwhUTsAqpS4XEnQHwB/KPEyESWYuHyo44aCQ4x5iHZURSUwxLGDgaHKEy81CQxRPzDK+kMhGAwlXMk0VH+02qFnMEfbp6GOMVT55xGJ7jsY/XVO4tOH3+vG5xv+3v7VumYkqeW4juPrc/LQ9UvIyhpsv5REEkl8QkhE/A607HjqLDiyI54YVhQRsNi0CUUNcZ8RqstXUOa2stqvR1ZV8QNqKMI4kV91bJ/6uoZfvpzIViQtX7SbPvb4z0sSSSSRxOcR164VyurYzycTqirCFWPJaYkoyRpLEJ/3sFAyd+wFWQs1r0HhQvEMKFwAbTsge6qYYJ2wSpDIoaAgq729YuVPZjHEqk9jLUlUFXx2NAGnOH5mMVgbIOAW+3r6hVzphfHkb5gAnvoFQAOExL8Tzo1Xio92AnUoH/CR+oOPtu7nAKqqfmIhjvmZRsbnpkYU1vmZxpNynAl5qZhTdBGF9YS81FHtn2bUMm9CFhsqWzhrWhZpxhNLT4bbDyuoB7Z/tO0nG8um5gz7OYkkYZ1EEkkkkcQphPSsfORgUpWYRBKfCyQifmMtOwoWQOs24U0d3p6SGyW59WnYFT/VqRZCkkR1eg72XgeWXxXHE9wwMpuRGAJ9inkmzN2eODTxRNmKnGZQVAW7z47ZYE6uTkkiiSROPAoL4WstOP62hMyvfnzsdiADMRRxG6sADpPTE84V5PXBNaJOmCD2O+Gr78FjU8R+ISs0fwxZE+HIdnEMFRH8e97D8N5dsPdv4LWCKRdS8kUbsQrjsCVJwweg0cELX2SsqRzGrRQq7Xn/CXNuhdxpEHDGhzYOJH91OrjPE7UX0WqPz44j7AM+8LwNVT6aNj6H+KStJ2RZ5qnbF9Nh95KfaTwpdiAAGo2GN+5aQWOnmwl5qaOyAwFhqfpfF0xlrtnJskUn/pyE23d5g6QaNIMmDGK3fxITCQOh1+tZf9/ZPP3ONm6+cGHSDiQBkqGLx4maZhtub2BQeU+Xm7QB4YUAWTkpWLIGBy1mWIxkZQyun5GiY0za4OUbRq2GdN3gy6fTSGjVwcsYJCTSsrQJnxOZmRq0msEbjGl69IbBXzr6dC2m1MHHyDQbyEgwe5eVl0J2gtm29EwjWabBY07Va8nJTxt8XL2G3ATlGq2MLnXwH7ckQf6YdCR58NjyErQDwsLEl+B6mlL0pKYPPkai/oC4/h1tjoTb8sYM3sdo0mK3ehLWz80fHGopyxLZuaObwTzV4PMGaKjtPnrFEUBRVDQJ7uGhrnMSSSSRRBKnAMLEr6yNEr9hy47vtcCtG8XLf+z2WJLb58Ac8FEWDKGRNJRlTiajeTNWWUaNDVQME9G/LIKnVw4OsFIU4f/p7oy0nWbdO3RoYmwfb14HkoSiKli91k8ttOdkQ1UV7tv4I2599ybu3fhDFDW5gimJJJI4CSgspP68f55Ysvrdu+CZVeLf2O/osALY0R/wmF4oCOHl/w23rIMZXxE2TxGCWIJAH0LFDAQc0F0NphxhF5KWBy0fg6NFEN5BH6CApxPcbaAf/E7Hiv+G6/8NqJA2hrSenbDyv4UdlizDv26GD+4R5PaFj4pAxvMfESTwwOeNTgdTLhL/JrLjGC3CPuADCYShykfTxucMiawnTjZkWWasJeWkkdVhaDQaJo/NGDVZHYYkSaTo5JNGFkuSRJpRy2Pv1fLNp7fz23dr4n6rSZJEukn3qU3E6/V65hWakmT1EEgqrI8Rbb19/N+bVazf344lTc/N50/h4oUlOO1eXvn7bjZ8eBCDQcPU6fk01Hah02komWARgX2yRNn0PBobelFVlcJFY9iR4cePm5n5WTTWO/H4gly+ZBw3nltKuknHmvoj/GVHDT19XmakZuD5sIPOjk4WzB5Di15Dm81D+QQz1lQf71e5mF44lswcNx1eB+PTLOQaA/iy2jjzO2Za35ForLJiMGkxZkH6sga+MDeduj0W9tY5KMhKIc2kZUuLndyyHMoVOHSgg8ysFIwLstip9ZAppTOzU+bwjnZSUvWMLcqkrqoTvV6M+WBtNxqdzIRVWTRNFgGM5fX5NK7tJRRUKF40hh1mH16rkxn5FprsLly+IJeWl3Dj3FIyjXq2bGjkpb/upqfbHRdweObZrTz/1E6OtNgpKcvlsEnDO/Y+yhYUkNHRR1uTjanT87jh1vmMn5TNeZeV89yTO6jc1864iVlcf8s8ymeMibue7a2OSBCm2WLiqq/MZtnZk5D7ye7s3FQe+eMXIkGQJpOOL3xpJqsunBLXjtcT4I1XD/Duv6oIKSrnXjyVK66dSWpa9Avorp+cy4Y19bzy7F6cdi+Ty3I50mznD7/YwLZNh7nuprnkjYn+oLnmq3Mon5HPc0/tpOWwjZlzC/jSLfMoLDafpLv75EJRVDaubYgEYc5dWMR1N89jTMHI/a7CaKjt5vDBXjx9AbKyU0jLMNJY30NBcSbX3zKPmXNP0I/dJJJIIokkTjyG8pOOtewYuD1W3awEkVBZXbUW+x37ydCl8+OuSqq1MmVBhdVKSNiDDGXhAfG2JEVLoGgptGzGZZ5J+gDldJzCOKaPSj+ZW91bRVlWOauXPYQsfbY0IW6lj+reKkJqiOreKuw+OxajBUgqr5NIIolTGMP5KEuSUEN3VcDOJ6F5vSCnwwTrhY/Gq4NlSXhYe/yAArIBlAA42yCrFNxdIrwxowhKlgniOgDIegi4xGfLOEE0e2yw/n44tE4oqsevhEPrcOXMJ9Vo7u/3usH9NmaOTDmdtOP4RDBSm49P23ri845P26s6iWNH8i/lGFDVZOM7j39MoN+b2ery86tXD/DR9macm5rx9s+YeT1Baio6yC9Ix+XwUVPRHxYYUqmu6CQ904h1hZmNSjR08IDXSuo4Db85fwnlhZZI+bmlhZw1YQyP/noDNa83Rsrb97Sj18osuHoCO1028IvyilYP8hGJ6xYV4JVa8fULYfw5DnK/AmWOQja/GkTpN89SU5xMXuqkpLiENz90oPTbZHV5AnQBc88dT6XBhR+hArarQTbkwrSLCvGtaY8EIfp8IWoqOsgZk4p6jUqjPqqgbZzaTepEPb1NFjYEvWLZFLC/w4pJq+GRSxYyc0x2pP7isyYwd1EJne1OikrMkfJZ8wo5Y/ZYfvOPPbxxoA3cYpa72u5FMkr8x23zuf6y8kj9kvEW7vl/53GooYeSCVkREjqM6gMdPPy/H0SCMG1WD3957GP27mjlzntWROqlphn48m0LOPfiMtLSDXEkNIgH1t13/CtOKf3uv6vY9OFBHnn8C6T0q8BlWWLFeaUsWjaeXz6wNnpfADs+bmLP9hbuffD8uADGM2YXcP8vx9B82Ma4iae35+7vH17Pji1Nkc+7trWwd9cR7v7puZRNH8JTNAE2rm3gz49txqMpBaCr001Xp5tl50zktjuWIGs+W2RBEkkkkcRnEmHiV1HA1c6gwEJZFjYg7k6UlBzsfgfmr36A9PRyaNkiqhQuxvL6f2Jt20F1+QphD6KVsP+uFMvY+UKRNpSFRyyZ3fIxfOcwyBpqq5uZF/PyORwpbffZhyRzY/e3++xk6DNw+B0nnNw9EaTxcG2kyqmUZZVHxm82mCP7HCtZnyS6k0giiUFQVeHjPFwOwTD7DrKfGI64VRT400IRiJhTBle9BJr+nAS/U9Q1ZkbbNGRCZgn4nNH2c2dC0WJo/RgKl8CCbwo7kMMbhK906zawNQj/68ziqOK74T1wtcHY+dC4Bm7+EFb8Dy0V9eRL0tD9HkTA2wApfnt4/CfLjuN4vLE/QxiNzcenbT3xSeGT9OkeDWInDOaOt6CqKqqqnlJ9TCIxkoT1McDR54+Q1bGw2rwEEyzvcNl9uN3+QeVOu5ceBtd3h0JYEtiDGLQaQt3eQeVKUMEnDe6PokrIJF6yaRgTIibpIQptkET5dQ6tip/BG+xSCDyDx+B0e5ESrGpw6/z0SIPre4IhzMbBY9brNXFkdRgajYxXP/iFSEVCTUs8WzZ+UnbCcqfDGyGrY2Ht7UtYP39sguVciGd3IlsPl9OXMCDRaNLhcQ+2HwkGFZwO36ByWSOf9mQ1JD6voaCC0z743h4ONqsnYSaWEiJJVieRRBJJnOqI9ZRWVWHV0bQBkKDkLPHyHg5YfOZslKZN3Fe+imqDkbLMSaw+skP42slauOQP8MRczEqQMreV6rQcylxdmP19gjRwdSZWcoP4XLRUHFsJwstf6rf5iA92HY6UztBnYNAY6Av2YdAYyNDHrxhSVIV7N/yQ6t4qDBoDvpCP8uxpEXL3aMTtUNtjSfAfb7r3uBTeRyOeJUli9bKHBvVjJGT9sRwviSSS+Byin8wtrXwTbJeMznc5TATHKo9BEKvnPwI+RzzBqqrQeUAE+OrToH03/HGayEwwZQl7kAlnC4HVoQ/FZOeq+0FVYNxZQk39xb8KNfVfz4XUMbDnKdjzJIQCgCSU2/NuhxteB3OJeKZ5bNC4VhDiXhsc/kgc/6MHhKIbRB1jZpRwNmRECeI4Intl1Nd63Mr+wMh18crrWM/s2HM1GsI5tj4cmzf2Z5DkHq1qN2w98WnjZJHKJ8qn+2T0Lzxh4PQEePKjBr71zI5PxEs8ieNH8pdhEkkkkUQSSSSRRBKfHAZ6Srs7hMoZABWaNwk/aRAkc9Mm7BoN1TqNIEbtDdhjva3zpqMUL8WmT+GBgJ4nlz3Cgw1bw2vI+pdyy1HldtizOqzgu/pZIpP4LR8n9K42G8yUZZULr+wYhTGAw+/AGxSTrt6gF4c/PsPC6rVS2VuBgoIn5EFBiZC7ylG8oYfaHlv+ww13DyKNR4tExPNAyJKMxWiJe7kb7rwc7/GSSCKJzxn61cNBvXn0vsuJlMdh7+r3fhAlfVU1Sm6/dhMY0gWZjQSKXxDWfd1CTX1wDRx8X7S15ylY+9+CpPX0COuP/BlgskDJCuhpgJAPNCmAgvC5VuHQBvGckaR+z2lV2E+5OyFtrOh7/izRZ+thiip+FfXbVhRBXr/7/WgZCJL4prXCa/vwOjHmxg9Ef4/mWR0e+9Nnw5vfGpzpcLT6HuvovbGH8xE/jRFW7fa4fMPafCiKQpu1D+Vo5/oEQ1VVnJ5AnF9zmFRO5OUci2Pp84nw6R5p/4bad+B4YyFJEpIkseuQ9RP1Ek/i+JBUWB8DjLrEhvJanUxQlhgoUdYZNGi8EqFQfLnGqMGgkQkq8epbrQQKgxW5qqpiSE88x5BiAJyJtiSeMVLUxO1oh/B61w6hWDXoNQRkCWXAmLUGLaqqoAxQfmuQMOokPAOExTIkVKcDuBw+0hIozofy9ZcSqKUB7F4/mcbBA9QbEv8ZaDVywqUiLk8Ak16DJsE50es1+P0DrqdWRqNNfP70Qz3YQqN7oNndfjITBE+eKHj6/Oj0WrRDjGM0MAxxvg2j9PI6Ue0kkUQSSSTxCWOgpzSSIJ6bNojtagheulYonVPzoHAB5pYtlLmsVKdZKDNPwXzpL8DTDal5KKjcN3kx1VkZlGVNY3VWKVLJWVELkLQYu6mwYrt5M/aSMzF/5X2kV24g4lNWtKRf9d0kSO1+RfZQCmMQpG159rRBdhlhyAl+i4Xr2Xy2YRXKQymYY8vrrLWUWqZQb6sbFWkcizDxPNQYhsJw5+VkHO+zhKQlShJJDIAhA5BI690DedP7P48QAy00wsrotDFC0fzWnWJCcvzZsPzH/dv6CeNrXoG/nQdK/wpXjQF8NkFKB7yw92lIzRf73/gB+L4t7D3CE6BN68HVLPYLuEHSIN7BVWEx8sKVQg2t0q+GXgGWUrDWCcLc2QY6Izx/OVm2FiicJ/r8x9lgrRd9Gr8y3svaZBbEb3jME86NV1gP5VnttYu2wyQ8wCW/G1r1nKj+uJViHCP1xh7OR/w0xkhsPhRF4ZYntnCoy8343FSeun3xSQ9BhKHVziNRhR9rn0+ET/exek2PVN2d9BI//XDKXqG2tjYeeughNm3ahKqqLF26lHvvvZeCgoIR7d/Q0MBvfvMbtm7disfjYezYsdxwww3cdNNNx923WZOy+e0dS/j965XUNNvRaiSmj7NQ22onZ1Eh+Q4/HRWdSBKUludxpNmOOSuFTIuRg7U9IEHh2YUczFbRozLBkk5Fpw0VWF5qYtwYB2+1vsOC3BmckTUFjSRzxN3JpvadZF7pYNXiMWx6shOfW2HivAwmX6nDITdTOjmfN/f6sXkUiix6Jo9T2Gptp9yci1HjIKj60ElGPKF03m/tRFEtaGVBrmokHUHVQpXcwcqrLBzepaWx0YvBIFM+00KNy8b4jDQADlld6GSZL0wfx5dnT8a2ws3zT+1k/+4jIEsUnldEbVoQXavEpEKZLqkNgAnp2dj8HkwTnJQHc9hS60JRJWaoJrR77Dzy4btcds0ZnH9JGVqdhvqaLp59cgfNjVYuvGIal141HYNRR2Ovk8e3VrHX2cOsRVkcPODA6Q4yNkXH5IDKu3/chrOyi6u/Moes7BR6+3w8taOGd+taWFySz+0LyyjKTI1ez3mF3PP/zuW5p3bS1GhFp5eZVJpDY30v/3vXW9xw63ymTs8nGFL418eH+dsHdZjT9PznxeUsmRZ9CZZliZ/9/gpe+tsutmw4hKrCvMXFXHfTXFLTBhPuAHf95Bxef3k/7/27ikBAoaA4E40s8YdHN3L+pWVcdvUZmFKGJqI7rB7+9HY16/YeYeWsAr52URn5FtPx3uIRhEIKH75bx2vP7yUlTc91N85l3uKS42rz2/eu5M1XK3jnX5X4/aEhgzCPhvMuLSPDbGTtH7oI+EOkpRv4wnUzWXXRlKPvnEQSSSSRxKeH2ODE4qXCo/rqF4Ti7Il5grAOK53T8uGWjUhPncXqxu2CZL7i0bjQQ7s3TPoqVPdUYu+pxXLV8/Gq6jBcHSjNm7lvwjyq00yUffRdVjdtQkYViu1rXgRVZcrmr8Nb+0T/bhL2JGGFcSzCpOMDSx7AYW/EbJmMJElxZKTZaGGKZSq11hoAJCR+MP8eJEk6KnE71PaB5Q+c+eBxeWMfK/EMJDwvJ/N4nwUkLVGSSCIBfA5QFVxZs8lUfeLzSIjNsN1ErPUHRMnc4qXimRImTFf8OIbcXgW500CfAl4foIHMifClfwkbj/BKnJaPBdH83g/gyHaYeC5c8CjYm4UHtiZF2Hxc9hS0bISql4V9iLMNxsyGgx8IcttcIghgVYGChcKWRFXA0Qxj5iJ310LzRtCmgrcHNEYR7GhvhskXRMc21JiPZrthzBTnY89TURJ+OAI5Uf2BpP3R8BkOgDyazUeH3cuhLjcmncyhLjcddi9jLSknvV9DEb8jIWyPtc8nwqf7WAnlkRLdnxcv8c8SJHU0OvtPCB6PhyuuuAK9Xs93vvMdAH7zm9/g8Xj497//TUrK8H8w+/fv56abbmLhwoVcffXVpKWlcfjwYfr6+rjllltG1Aefz8eBAwc444wzMBgSk42qqvKvjw/z3IcNdA3w351TkIFc3U1nuyuuvGRiFu2L0mh0uuPKizNTOWemD3swfhmqWZ9OvimHGntjXHmKbCK1L5NuYwdqjLe0Qdbj9eVT6TpCKGZZqUHWMiMrl329nfj7Fd2vvzoJCfjJ7X1U2brpC0ZlzzISRUoRe5p9WL3x/ttlGXruvXAJBRmpceXbdzTz+/oGWlzxHsWTstMoLHHR2meLK881pKN728DB3R3x5flplJ2Rz4Y1DfHnwmKi7KYy/tnQjBJz26bptcx3mmhc10QwEB2z3qDhrFtn8lJ7K54YD2mtLHHH4mlcPm1cXPuKovLeG1W8/c9KbAO8qBedM4ktHj8t3fHXbUl5HqtvWQDAzp07mTdvHgANtd0E/CHKzhhZiGBXh4tnn9zB7m3NcaukMjKNfO+/VzFh8mD/7Q92tfKLl/fhj1GUG3Qyd109k3PmFI7ouMPB5fCx+t53OdISv9Rr+qyx3P3Tc0fURuw5GYjebjd11V0sWDpuUBDmaLDiJwdx2H1sfGDSoCDMUxXDnZfPK5xOJ7W1tbxc1Yc7cPIfS74+J/dcVI7ZbD7px7JYLCfsB1Hy3hnZ8/nziBNxXk7Y/aUowuZjYIDiwDp9XWDKEfYgYfIaxAtx8dJ+L2kpvn7Ygzrmswrcu+Eeqnv2U+ayRu1ASpbDTWvE8u0Yr2zrka3cOn0VIUlGo6o8WbEWS9AnvLNv+QjcnaiPFiKpIUFif68lXqUdHkIs6ej3sbpqLXLxUpQb13BvjKf0A8sexO618dC2B6mz1TLFMpWfn/VIRLF0vB7WnwTheyz3xmdVQbxz507mzJ1zXGOzeq3c+u5NhNQQGknDkxc8M2rS/1TB5/W5lHwWJcZxnZd+6wh35ZukThuhh/Vw3tX6dHC0CJ/p9+8eus5b34IDL4DfLRTPs28UZHSs37XHCk+thK79gCR8rr9VI+o8tQq69kb7JBvAkCYCGVs/FspnXbpoR5bgjBsEgW1rEKrrkuXQsRtS8whYm9GNnQ2tW0GjE4rtvBki18FkiVqLHIuPdBiKEq84P9r+cfVXRpXiJ9jD+rP4XTIatfKJHP9wiuOjeUR/Gqrw2LEfi4f1ifLP/rRwrNf+8/AcOiUV1i+++CLNzc288847jBsnSMWpU6dywQUX8MILLwxLOiuKwg9/+EOWLFnC73//+0j54sWLT3g/JUli0tiMQWQ1QLvNg3YAWQ3Q2myjadrgP55muxuP4h5UbvM7E0QdQp/iIdVsQvXGb/UpfkIaXxxZLcqDOALBCFkdhgrY/cE4shpAQcUj+weR1QDOgDKIrAaYUJ5Ly579g8obelyQYxtU3uVzYjg0+Nx1dbjQ6Qf7fdisHqo6rHFkNYDLHyTo8MWR1QB+X4iqtl48wfgxBxWVmi4bEE9Yy7JEYbF5EFkNUFvfTYthcJ8OHLIOKgOYNCUnYflQyM1Pw+X0DbL0cti9dLQ5EhLWta32OLIawBdQqG2xnxDC2u32DSKrAeqqOo+7bYCsnFQWLRt8H40WkiSRaTaeNmR1EsPD73Xj8w22RDoZ+NW6ZqQBwWonGr4+Jw9dv4SsrNM/MDWJJEYERRk+QDFMOofVz862qBVI0wb4bgtotIPDEWMU1REP7H6SW7rpQ1ZP+Qr2Py/AHPRHDTiaN8GTZ0HbDkGAX/UsNG/GrIYoc9tEOKO7G3PQF1VXSxKYcghpTGiDLtCawGAR9iCmnIgNCZIUb9ehlbHLMpbmzVh766jsrQCgsreCH66/mwZ7PVOzyphsLqXOVst9m34UUdUeTaEsSzKZhkxsPlscQXosyuZPCp9lBbF6AsYWVshX9VZ+bi1RkkhiECQJzn6Q9r50Jp39o5ERoV6bIH8zCqPe1R89IFTMkgz022ac/wj47BH3JyRJkKdvfgt2/UnU1aeJSc68M+LJVUkCnxN6a/t3VsHTKzyZZQ3klMYT1ooP/IhnEEDRIjiyDYrOhL5OqH8feiuFitqQAu42OOPLEPBAz7NCdZ0zBUIhKFoM5z8syGoQntaoUYuNgx+IMZtG8SyQZWEDMtIQxNj6qgp/PWf09h5DBUB+xiHLMk/dvpgOu5f8TOOIid/jDR4cTkl8NFX4sfb5ROFYwilPZ+W0qqr0BZSEVrRJnKKE9dq1a5k1a1aErAYoLi5m7ty5rFmzZljCeuvWrdTX1/PTn/70k+hqEkkkkUQSJxDpWfnIweTDOokkTluE/akBUKFlsyhLyY1XUt8UJrEHTstLCdXMCY8R9sDu60LOOwOLbECwBP3InyVUaqgohzdgf/FqzKqCBKx2h7B7uzG3bBEEd9GS6HE93WiC/SICvxMeyYFAnyAz/C4oORNu+jDOlmNyIERmMACoyG98HSxpkW7U2WpRUanurYqEJlb0HMDmtZJlGjwhPRCnGvk7EuX0UN7bnwW4lb7jHpuKKoKhVPGyqqIiDZE7k0QSnxv4/fCQkYkA+34K9/pAHyNIGajSVVVYdz+42sR/M78S9a5OyRGEceEi8dlnF0R2rCrZaxcTpaoirKh8dvjnV0HSQtAHk8+HC38pjpVZDLnToX0PoEBqAfTWQfGZ0F4xYCAyhIKiHjJ0VQASdOyFCedB1QuiWtAN068TfVEV+GURWsULPg04+78PjmyHv54LE86O8cBeKZTO+/4u6qy7Hy58dHQq66EI5KGU0OH6sb7ZnzF7j5MFWZZHZQNyotTCoyV+Y0ny0fb5k8JwRP6xEN2fNsLXekOlnV22mtNOGf5J4JSUOtTX1zNlymAf2smTJ1NfXz/svjt37gSEPP7aa69l+vTpLFmyhAceeACvd7Ca93gx9P2UeMNw999Qm0Z7yw5df4g+jbKdocZwLGMbaqehjz3aMYyus0OO7Riu52gx9Hkd3ZhP3PvOkCcjiSSSSCKJJOKhKEKFnJIryN8wdKlCmZyAZEZRhF1HLGItQBxt4GwXL8ixn1NyBektaQQpbcoR5Pc9PTBmrtg/fw5c9hdARQHum7SQW7PN3DtpoaAQ2rZjCZPVkibiXR0eg9t8RrRPfmeUzFBDkf5LksT9Z64WqmmdlvsmL0IBzM2bmW6egizJTM8+g/KsaWgkDaXmgb9tR/ZATUT+jhaKqmD1WhnKCfBo22Pr3bfxR9z67k3cu/GHEQJ+IMJkvkbSnBIK4pGObyRIlVOPe2x2n50aazUKCjXW6mO6pkkk8ZlD7b+G/hy2wXhmlfg3TKweXgdj5wnF71k/Fl+r41aCq1M8f1q3ApKYHI0N/vNYhVq5+Mx+JbYGUEFvFvYcPdWw44/g6oY+q1Axf/U9uLMO5n4dUrPBPElkLxhMYOxfSafPgYzxoi1k0R9TjvC/Bqj9JxGZt8YA5/5MeFB77aAE+reEwN8nyrv2i+fkwTXQ+IHwkW78ABbcKcYydp44B94T8B0SPsdPny2U50qC73dJEgT7TWtHb0WSxIiQyI/5ZCNMnH7z6e389t2aE/KsVFUVpydwQtoKt3ei+/hpI3ytMwzSJ3atTzeckgpru91ORsbgVODMzEwcDsew+3Z2CruC7373u3z5y1/m+9//PgcOHOC3v/0tbW1tcTYhI8GBAweG3a6qKtctzOSd/U7sHvGlXpyhIaXFRnqBkT53CKdd2G3kF5pYfn4+fZla3mh1csQjbsgxJpnrZjkpsXjZ12PE0a8O0gW1WD/WcKi+jylXGfFnCMJdp2qYmWJicoaXDf4UjoT6QAKNKpOv0WNM6SToNVHr9aICWiSWZKRwwVgXbyupbHH2Eep/HKbLGm4scLNOTmO9rY8AYgxnmExcXeKkTGPkpVoVV1DUL7fInD3NysaG1zA48pEVMetd3+Hj9T1OCtO0eDJVevs9o/NNGnLzPJgkPQpgU8XY0hUdmm0SXkLk5Bvo7hCpzGkZWpauyie/wMimNQoHa5wAGE0asnIN9L7XwqTFZg6ioAIGWaJA1bLb5WVyaTo9DU4UBTQaiTFFJnrWNFO22EyDEQKqmKGZpMjUPV3Jrzc3s/CsXAzGqNWHqqqsunQsWz7spM8txpBXYMRrdzM9P4VWow5b/3Uem6VFyVG444UPuKQwnTEmLTt37qSr3cuG99sJBlTOOj+fsUXDz07aPSHe3ufkMEFKxqfSdcgdGfPC5TlI+m527uwZtN+MHIWOKSlsqu8jpIgQ6jNLU5iR7Y5M3BwvLrmmiI0fdGC3int4TJGJs87LH9R+T6eXDe934POGOOu8MRSUiDH3uoJ857cf0O4IcumsDMoLhvdW8nlDbNvQRW2Fg4Vn5TB9jgVZlggEFHZ93MOBnVZmLcxi9qIstFqZUEilrVXG5Qjw2CNVzD8zB30C65ZY1Fc52Ly2k/wCE0tX5ZGeeWwzsb3dPja+34HbFeSs8/IpGj86e5MTdY2SOPWxd+/ehM+0Y0Xy3knilMMAiw6ufh5+PU6Qu35X1EYjLmgxxrtanwH+/t93L34Rbl4vFGVNGwBVLKNWg/3EA8Jm5KvvwSN50LYTfm6Bu3tAq4OvbYWnzoKWrfCnOaBLx06Q6rQsQpJEdZoFu1aPJRijxC5cAKnxCvCaJY8zb89/CUWcLlWMI6ywLl4qxgM4/U7qbXUoqFSnWrDrU7CMnc/q5b/A3h+CqKJi99nJ1Gdy78YfRpTSmYZMrF7rUb2pzboMyvw+qrUyZYEgGdq0hPsl2jdclkihHa6boc/gxzGe28MpuEeqnD6VQhVPtEL9RIztaGGbSSTxucSUK4b+7LXHE85hFXBY7TvhXNjwABxaJ9THBfPhwLPiu11VhHd0uO64FfDX80RYoqUUZt0G1S+LlTRd+/oPqEDIB78tFbYfwT7hbz3jK3DxY/DEfLDWg3k8oELhQkEc+3vFf/SHNebN7N/W/zwLxTx7pl8P/7hQ9CO7DHLPQOrsP36o36JSlwbuLphyGch6OPAPUf7xIzDhHDj80YlROqsq2JoEMe6zi5BFEFYgA7/jPqf2Hp8UEgUPHq9FyNEw0tDCkeJkeEqf6D6eCghf6w2VLZw1beQhk58nnLJn5Fhv6PBMy+WXX863v/1tABYtWkQoFOLRRx+lvr6eyZMnj7i9kRiYz58PN10e4tk1ddRsaaZ9Rzt9QB8gaySmzRzD8nMms3j5+Mi4rlZV3q1twemv5cwJDciy6Pe5GX10egrYu9vIhj934u/3kO78eYAZ52Wx9PIU5luc6GVBpl45Dtr9uVS4ZLRyFyrCN3tuoZPpoXRsPgvn5faRpRPt3DhF5WJ/Jh91m9ifqkUvKeSlqlw7KcSFgTTWdKcy1xxgnMkNqHx5tocrpul4oTaLzHQHOZkiIDGIFyXFRZ5uBn9/I8Dmyn4vZxvIRyRmzraQWuCjkyN4JPD0T4BNSs+BBonq5zoIBaOzYhNKs5k1r5BLrpyO3iBuy3PPh6r97bzzr0pqKjo40tQf5vhGFzOnZ6Gbm01NlYMGhx+Q2CXpKJ41hnJJpv2wldbDor73/R4mjU3BvGIsrh3dWOvFDPTuLb3UV7r56u0LWbRsfNz1vPbLAf794n4q9rZx+GBv/9jsWHQyZWeW4MiVqfaIdrqcfuprelmQZWBii5ENHzai9i9xfvnpQyxcNp6v/ddSdLrBROpL6w/y1Lu1ePsJ/m69gbIFmSwek8FV180kNW34e2/ZEmjtcfPm1iYuWVRCYfbxe0LHYt48+OK1IT54uwazxcTisyYMqvP041v56L1GlPCYnznEgqUlmGbk88JHDYRttp/cYGX+lBzu/dJszAnGtWVDI8/+aTtOh5i8+PCtdmoPeFh14VTefOUAvT3iem5e20ntATcXXzmd916vxm4VS7h3bOqhrsLNjV9fxPzFJYPat/b28fijG6muEPewrddPY62LK66byaVXnTGo/nD4x1+2s+atg4RCYsyv/u0wcxcWcft3l2EawYPzsxgqcrwIhy5+FjFr1qwT5mGdvHeiASNJnEIYqJ5GEi/oR7ZHyV1JEjYgYQ9rd2d0n2AfYkpZgZYt8Jcl0LabiAqtZVP88Zo3i3p+MamN3wl/WQxf2y6UaEd2RPcNuDF/fQ9ltX+juucAZS4bZklPxDpEnw7XvCyU1TFjmGr/OtgrBZl983rw9g7ysEZRMPs9lGVOotreQFl2OeY7n4TUXOS+biz99SRFFQS5QeLBs342LEmckFz1dLO6ai12WSZDUfhx7t3ieAPI16GI2UQkc6YhM1J3srmUelvdiCwuRkO0HovH9skIajwZ9iTH6x9+KhH6SSRxykCvh3t91L/zK0ov/G68HUgsOR0maMNqX68dUOGZfm/lg2sESZ2aJ545Uy4Do1n4WNubxSTrzscFSdu1H3LKIK1ATJy6OkDSgdqf7xSwI2TSKgS0Qt3cXRn1s+6pFkppZ5vwpFZlQTZrUoSvdtEiqHxZ9Ce9uL+vIaHIXngnPL0MtCminbIroXM/oICsE+UZxTB+uSDJfXY4tEaow/c8BbNuEZ7bhszBVikj9aeGaKhi82YxTneHUHK3fDxyj+pEGG0/TjGcbJJ4qPYH+jEDceTvnedPwe0LndB+JSLJjwdHI5cTjf1o5/tE9/FUQPhazzU7WbYoaQeSCKekJUhGRgZ2++BlLUMpr2NhNpsBWLp0aVz5smXLAKiqqjoxnRwAo17DuWV5tO9tjytXQipNjVaWrJgQdwPKksRFU4s5a9LBCFkdRp7pCHtesOP3xi/D2f9+L3NSQxGyOowxejdjTAHUWN9GwKBxcvFYKUJWh5Gj93FVkQa9FN9+hi7AlQVyP1kdRZo+wBfLXRGyOjI2NUR910E2Vw4oV1Rqqmx0SkcGrXZtcHbT8HJ3HFkN0FjXw6Jl4yNkdRjlM8bg94XweOKXR3RX9OJrDmB3xIdFNrv9eCWw9sQHJzrb+kjZ54yQ1ZFyh49tmw4zECaTjnmLiqNkdT+CAQVHXVeErI6eC5XtXR7Wr2mIkNUgntNbNxzC4x4cXgnw3s7WCFkdRrXdy5SlJUclq8MozE7l9ovLTzhZHYZWp+HCy6clJKsBPnqvLkJWh7F9cxPv7GhhQCYkO2q7OdJPPA/E9k1NEbI6jNYmO9s2HoqQ1WF0d7rZuvEQ7UfiV1zYbV52bmlO2P6RZnuErA7D7w+x8cOGhPWHw0fv10fI6jB2bWvB3js4sDOJJJJI4jOPsHpa1kLRUnjlS9C6TSjcblwbfVENByf2Bxui639u6VJF3TA69oJ+mGda8VKhstanR8vadgmiITVvgCVJClIoyOrqj3iyYg0PNmxBCoQJcgTZ/atioaJTgoAEBfNJtVUIhfiRHYKsTssHjSba//5wSemXhaxe9xue7HXw4NIHkVLzxJL1XxaJ8MmgH/6yFH5RAE+tQFbBYrTg8DsS2nwkIleVlBzsJWdiVhQcJWdSbW9IaA8ylHVIInuO2Lp11lommycjS/JRSegw0frkBc/w4LKfjfjlaiSWHCO1GxktTjV7kjDCpHfyBTWJJGKg1+MoPDeerIbBVhTQH0CIIFSNZkFku9ph4jmC8HV3QlYpXPRb8VL21p3w/Bdg62+EcjnU/95R8y+x3dkKKFGyGoijS4J+GL9KeFlnlUKo3240FBRWVdOvAUkFVFACUDgfKl4UE6l+Jyh+EaaYViQsRp5ZBUoIvD3iOdi+FzX88qwocMb1cNt6oXKWZbEaydkGzhaxX9MmMTf73g+iVimhkLDzeGrl0LYesQiflz1PiT4hwYwvixDH41FuJ7JwOY1wsu0njtZ+2I9ZkqQ48nfHwR4efav6hPcrTJz+/uYFJ0QNHSaXe1y+QeRyorGP5Hyf6D6eKpAkiRSd/JkZz4nGKTktMXnyZOrq6gaVNzQ0HFUdHd4+8IKHb/pPOuU0iSSSSCKJJJL4fCIUCvGLX/yCf/7zn/h8PpYtW8ZPf/rTIRX3PT09PPzww6xbt45AIEBxcTFPPPEE+flHCSH8tBGrnlZVQQCHyV5Pd+IQRU+3sNcA8e81L8Fzl4lwqoIFgvAG4S+txkzs3r4Hxs4Ux/zGPvhNzGSqJIn/rnkBHi0CFAi44E9zkYGIHrZwIWj1UUU1ar/KG/H/r3kZ1zOXk27bJ8hvVRX/xf62jAmXlFGxNG0UqjRPb7za/C9LBJkOwuLE3QHpY+OVypmTMOsFKRAtr6Qsq5wMfQb3bbqXaksGZeO/xQNnPULZ5vsiCucMfUbEHiRDn4FBY6Av2IdBYyBDn9F/WgareQcqpUOhEIqq4A/6UVQFCWlI9e9I1cWjtRwZSLjbvFYkST5uBfJnSc2sKCrWPj9ZqfrTehxJJHFMiA3+e/eu+ADFWLW1qkLjh1CyDPq6hRf02h8LUjY1HxrXCCW2Rg+uI5CWJ0RW+jRBPitB0JhAa4DSi6DiZdDohDWVEhDk8Zffh8cmQ9Al9h2/Es55AJo2gjEHjnwMVa+I9iSNUFiPWyH23fOk8M0OhCccNZA6BsYvJ2RvRdZqoOxqOHd1vHra0SKel7IBFB/kzxTtHvxAqLkPrYXXboGqlwRh31Mjmo+19RioevbYxLMpJU88n0ov7ldzO45PGZ3IwuU0shE52fYTo/GpjlUWzyyxsL/ZdkL6NVDRfCJDCweqxGOfV4nG7gmqIzrfp2Ow4qmG0+3d5JQkrFetWsXDDz9Mc3MzxcXFALS0tLBr1y6+//3vD7vv8uXL0ev1bNiwgbPPPjtSvnHjRkBYfCSRRBJJJJFEEkmcbDzxxBOsXbuWl156CbPZzL333svdd9/Nn//850F1fT4fN998M7NmzeLtt9/GbDbT0NBAaurJWT1zwhFWT6tqvFd1v9fzIKTmQcmZol7hEnh8BvgcKLo07Jf9CfMb30Bq3hhPViPBu/8FN64BVxv8cWZ0U95soXAD8YJccqYgDhig0hk7F27dKF7Cne3wtwugW1jMKIBdq8fs7ODg3AeYNWMGvHSNIOCLlwpSHgRZHQ5+bNogylQFfj8NfE4wpAkv1IL50Lo97vCKqmLvJ5hXL12N/W/nYt77O6TGXXDTh0jA6vot2Nt2YB7rwDbPFiVx7Q04Ak5WL3sIq9cKqsp9G39EjbWasqxyfjD/brxBofjzBr04/I4IsTyQZI4lcUNKiFvfuwmAOnstd6+/C52si7S7etlDI7gBwuMbTFKP1HJkIIn+8Pafx/XheHynj0aynwwrkhMNRVH55tPb2ddsY2axmd/fvABZPnpfT4exJZHEqDAUGRpLaE9Y1e9tvUoQyi0fC7La3QGTLwKdUWxPyQVUoVz2u0DSQs50cB4RE5l174jvdK9VENrNm+HIHvjHBRB0AjJM+7IgeWUZJp0PdW8L0ttoEftlToBxZ0WJY0WBfc9CMLxSNAShACz+PhXmK5ldPgm2PyYsTqR+u6yipXDhbyB3GnRVilVKXQfgb+eD44job3oBVL4kVjv5XZBRFG/rMZDoP/8RWH+/UKUDzLo5Oo7jJZcTWbicRjjZ9hOjaT+W/E01aHjsvdrj7tfJ8JhO1O9E5HKisZu00mfO7uNUxen2bnJK3gnXXnst//jHP7jjjjv49re/jSRJ/OY3v2HMmDFcd911kXqtra2cd9553HHHHXzrW98CwGKx8J//+Z/84Q9/IC0tjcWLF3PgwAF+//vfc+WVVzJu3LiT0uf2Vgf/fH4fZdPzaajtIhAQy2+yslO45sY5g+q7HD5efX4vPn8RZ1/VRWqmsBLwBfS8XT0RztOQsb4LR4tQH5lMMl/7biFSuowSSkVWhG2HqgI9Pkp7m5AtuXTookuYJqQXojNIhEIWNCFrpPywJ509DjceJR2THJ3Ns4dSOORzkadLZ4zWEfnSCmBA0fYxPj2bw85e1P6XP4lUQkYTX/qigdff9uLuDyOcMEbDd68LgSmDv9f3YfWJY5g0OopSLSj/qdDyoh37EfFSpTVpyLuwmD9V1fO1jDIKMsQfgKIqtLqrWH5bAPUf6VRtF16Vkixx1tkTmXveZJ5aW8+BQ9GxlZeY6QiGGDNrTJw9y7iJFny+IJOn5lBf0x0pn1iazcVXTh90fVqbbbz+ygGmTs+noaaTYL+FSU5uKtfcMJeDqUGe29uAp9/Ow2LSc3aOgSm3T+afz+3F5RRLzAypOszzC/nd29V87aIycs2muOPcduFU/vB6JS3d4npqJFhkTmHDiwcY8xUt4ydlD+rbQGyqaOe1zYf5wtLxnDk9OtNVtb+dN145wNIVE1m6csIJfwjZ3X6efq+W7OXjcO9pp88mrqc+RUfWgkL69DKBgB+HV5w7nVbmqmUTmDg2sa3PxV+cRm+Pm4N10YDJyVNz8PmClEyw0NQYvc4TJmfj8waZNCUHDkbbmFKex4WXlw9qu6mxl7f/VcnUaXnU1XSh9Nt55I1J59ob54567F/52gJe/vse7Fbxd2swarn4yunk5J0mxFISSSTxieDFF1/kjjvuiEy+/+AHP+C8886jpaWFoqKiuLr//Oc/cTgc/OQnP0GnEz/wS0tLP/E+HzcGelWHnz2KEl8WW8/VCY/PRAHuK5lO9ea7KEs3spqB3nWqIAueXBYNYAyjcw/8zALfqhIkRsSTTEZBwW7MwmyZgNSxF/66Cr76Prx0VRxZfd+kRVSnWSj78A7uOrwbdZ0OKdhvk9a8GToOwNvfEgRA8VKxNL2rEp6YJ8iJsD2HzyEUdZK2n9QWxLlSchb37f1NVGk8+ztYmjZF1dh9XaLHzZux9JeZQ4FBntEqKr/Y8TBVvZUR24zq3ipUVcWoNdIX7MOoNUYU1kMhTOJaPfH2Z/W2OiQkFJRBtiPDIdZDe7K5lDprLQoKddZaSi1TqLfVDWvJEUuiq6rKbe/dfEJ9p0fS7xNBjsPwSuhjJZCtfX72NdsIKSr7mm1Y+/xkH8U+7mSMLYkkTiq8XrIOvgTTp4PRmLjO0cjQsNraY+tXTmeI1TJNG6IKYhB+1hlFYmXPnxeDPhN8NqGilhDf4SGfUFanF4qVQY4W+NMiIICopEDtP+EdC6z6CZz3MPjcYD0oVtzkzYSCedC+E97/ASz/sVBup+SCI8ba0NYIf5zOdNkEu8eI50H+LJHhkJIXDUH82jbR39duEqR180YwZotgxlBIhEy6u4RtiawVyu/wKqEw0W/KFv/am0VI5dh54GgWCvETtRo9VvF+GnpYD6cQ/jTbH81+oVCIxk43E/JS0Wjis7Q+6QDDgWrugWM42ef7VEYoFKLF7md2KDToOp0MnG7vJqckYZ2SksIzzzzDQw89xN13342qqixZsoR77703js1XVZVQKDTI4+ab3/wmqampPPvsszz55JPk5uZy2223cccdd5zwvno9AV75xx7WvFNLqN+w15xlIm9MOtNnjeWiL0zDEOPLrKoq7/67in+9uJ++fl/jHZt0nPeFXKTpOl7YC70e8XKkm2ti1uJclqb6OPcSBVkjCFu/LKFRc9H0dsOhSujrRAtMtR1iXFYpbQUljDWnIksuwENACyFtNi53kE29fprcwse315+FQdbS5kujVwnS5RMEr9UPLdoMJqekIWl9eJQWUFUMGigzp9HUI9NNNvUIVAwAAQAASURBVIecPShqD6TDlV8yYmvKZn6xj9LxLYAgqb9zhoE6ey5bO/W09tmpc3SCBvRf1jDdOgb7YS21mSEOe51w2MmW5i6umDaOy89Iodm9C0/IAXpYfIvE4i/kcuAdHZddOZdxE8WShTlleazbe4R/bjqE2xekqskWOddly8eR3d2Hxq/QWB8lQQtLMklN1bPqwqlxQZgAfW4/L/1tN+tifJmzclLIyU1l1vwizr+sHL1ew2LgwinFPL2zlgyjjhtmTaZq/17mzZvKkuUT+PdL+9nf5aSqz099mwPaHGw80ME1yyfwlXNK0WnFj4HF5XnMn5LDvz8+zJYtTYTqe2mu6aUZqNjbxpkrJnDdzfPIyBz8g62x3clj/6pgT4MY2866buZMzuaryybw0b+q2LVVeDkf2NPG+29W89XbFzBpSu6o7u9EUFWVF9cf5O9r6nH3L19KKc5gxox8pECIal+QhjbxA0wrw6wJWVjSDdx+cRljslKGbHfSlFz+5+GL+Hh9Ix++U4vb7Y+bXJgwORsk4Qsfez0NabnIssy3vr6cBUvjJ6RcDh8v/HUXG9ZGvcVz8lLJyk5l3uJizr14KtoEYZhHw/JzJrNw6TjefLUCa28fV315NpZhxpbEyOHrc+ELnF4+d8PB1+fEZrMddzsWS9Ln9HSD0+nkyJEjcSu7SkpKSEtLo6amZtCPwq1btzJ58mT+53/+h7Vr12KxWLjuuuu45ZZbPumuHz/CauswFAWeOTuqur7pQ1EnXC8lFwwZ2ENeqtMshCSZah3YC+ZhObJDtGHIhIBb2IW0bE183EC/H/WYOdAubDgUVO4rXUp1SiZlrl5WK0Hk5s3CV7ptZ0RVDUSOXZGWxW3TV1HusrK6YasgzWUDPDE3qvhu3ix8SfNnRBXlqhrdroagdQt8t0mIvCUJu1ZPdSwJqzVgSaRGjymT0vJZvewhbF4rYRI+bJ0RJqtlhPe0JMlDKqyHg9loYVr2dCp7KgAoz5oGEFE3m3UZaH09g21RBiDW0qPeVhdHUj9w5oM4/I6jkrRhEl1V1RGHOx4vYvtd1VNJk6OJ4rQSbJ7AiKw3BhLQwymhj4dAzkrVM7PYHGk3K1V/1H1ORuBkEkmcNHi98DMT4wEqfg4/9CQmrUdKhq5/QBCzSGA7LL5CNf1/N+/9IEp4n/tzsJQKxTIq9H+PogTEfynZ4r9xK4Xdhi4VAjai4b5OEeLY8B4ULYaK5/qtQ3RCEX3gH4Jc3vd3qH8PrA1R/2wxICAEujS03l6w+/pttXaJQzhbBbHevFl4YefPEF7ah9YKL25Xqwh8DHnA7YHsqXD7DtGvdffDX88R4zzvYXGs5k2QUy7aHL9S9AvgowfgwkcHn89jDU8MK95HAlVFE3Ae9TnzSeJk2E8MJG5H0n4iNfTR9guFQlz6i4+w9QUwp+h4/fvL8QTUyHE/yQBDRVF49K1q9jfb4tTcA8fwebT7CF8na1+Ax7d/xBt3rTgm0rq9vX3QfhkZGYPy/07Hd5NTkrAGKCgo4LHHHhu2TlFRETU1NYPKJUnilltu+UROZFOjlffeqI4rs/V60Ok0fOG6mYPqB4MKzz21M67M6wny+nPdOL6Yj9MfVTwHFIUdXgf3XWtE1nhj9lAJSVbktiakvs64cmNvLcUTS1EkV9wxFOzU9KXS5O6JK/cpQWo8CtAZV+4OOugMaMiQ2wa040KvS+FgT1dcuUfxMmZiF6WF8SodFR+TM1v4e316XLlfCdGQ2UWvOQ+rJxpIGFAUXj7QyIySAAEccS1h6eS6O84m1xTvr7NyVgF7Dvbw74+b4sqr252clWmisbI1rry1yc6yVZNYsmICA9FQ283ad2rjynq7+zCl6Lj0qng7mawUA987a8agNlLT9Fx/yzyeufdt/DGpg95AiL+tqef8+UVxAYlajcwXl02g6q1aatuj101VVDZ+eJAZcwsSBh6+vb05QlaHsbu+h5RuD03bWuLKG+t7ePf1au74/vET1r6Awv+9GX/P9/mCbO1wkmrURkhsgKACext7+cv3lg9LVochSRJLV0ykYk8bGz88GLetsb6HqdPzqKmIv1d93iCWrJRBZDVAdWUH6z+ojyvr7nSTnmnkwiumHbU/w8Fo0nHVl2cfVxtJDIbf68bnCx294mmEX61rRpJajl5xCPj6nDx0/ZIhvcWSODXhconv87S0tLjyjIyMyLZYWK1WPv74Y+69915++tOfUlNTw3/8x3+QnZ3N5ZdfPuLjHjhw4Lj6vXPnzqNXGiW0vh5mNm1CUkOoTZvYt+UDgoaYFUSqwpSUiWRa9zDV7aAmNYOpfQ4yj+zCZT6DhvkPEzRkow3YCOosTHHfTpp1T2T38KutCkioqP1kNQgyujolg5AkUZ1mwarVIyOR2SbGGVZVT3VZKfX6qTUaUABFkqlOswiLkKAfgm4kwvSEjCtzBgf37hHjOONhUgv2MPXjO2LqgMs8g9qa1sjLt6qqFOmKaPY3U6QroqHiINKMX6CdaiWoz4Jd/f0eUKaqCs90PkWzv5lifTE35t4cbUdfzNXZ15Iqp7Bv3z6KdEW0BFoo1hfTcKBhxBNdV5uuwTX2IkAiTZMGqLiNfaRiwP27Ocy0VeLcMYvapY/3L1EfjIHjuzblOvpMHlLlVPbs3pNwn+Fwlelq3GP7SJVT2bVr19F3OEaE+93kb0In6fjOh3ciecfSUf1FJmbp+PbSTOQB5zH8dzLw2tyUdwtOH+xtsqKo4t+PPt5BhlGcM1fIRVVPJQoKVT2VbNi+of98jwy3zpRxTbWQbpBGdE4G3XOjuCdGg5PxvZHE6Y1jeRZlHXxJkNWI79FDr/8vvROvOabjawJOSivfJKg3k9a7G1UStIe/8g0a0s5hYuWbBIw56CrfxH2kiVS3HVO/17TkaCKoSQdJT1/WTLQ+K4em/hBvynhm1ryJNmClP1oxugpI8aH21iL1VgMqKhKS4kOpeA4ZFZwtqEg49SVkhHxEnxQy3YWXkOKoxehqRAbU/kyFoKrHbZ5FqrMaf1CD2zCZI7t3EdJnQPaXMGrnMWXLNwShE3SjyHpcltlovXbqdgg71NKqtyLjPJiykkkuO4HMGWjdNuq2b4DMyyjVvE7AmIeu6i3qLJcT0sW8t6sqRZW/Jq17B66c+bRM+86JJ5QVheIDj1Bq3UdH7Uk6xikARVF48YCbxt4gU3J0fHF66qDv40TfpX0BhQ2VdjIMEhsqW5hrdpKiG36is8Xux9oXQAasfQG+++R62lwKU7Kjxz0zR2WuWYdJ6zppz1hVVXl+n4stzT7R/4o+5pqdmLQSnqCKSStFzsHn8Tky8Dq98dE2ijKPPhk9EDfccAPd3d1xZd/61re4884748o+rXeT48EpS1gnkUQSSSTx+UN6Vj5y8LP3IzWJzx/CK8IG/gB0OByDfiiG6+fn53PTTcJLeMaMGVx++eWsWbNmVD8KzzjjDAyG4W0ChsLOnTuZN2/eMe07LFQVaoRftVS8lFlLzot/GXV1wJv7AXiwfjP2MbMxt+9DQiHNUc2s2XOFEjtsKzLldaGkHgBJlwYBF7HfIBlBP5PdNupSzZS5rDwybg41aRbK+hz8oHFXRFVdk2bhz3N/jJwzlZ9ve4Aqex2T3TYyg/6Y9mSkkmVw9XOkv3I9s9ZcKnxFw1Yl+lTwO/vry6Tf8hbz0sfE9XGuOndIO4ihrCJ6PD00tzSjoNASaGHyjFJ+Y/hdpK6KGqfa/cv8p8kyZh0/Mako8OSZYBXXJt22j3llJYlDNEcwvlMZc9W5NDma+O66/0JBQTUcQdX00WhNY2LZjDjrjdi/E6vXSsu7LZFrM+mMyZgNZmbVRBXWK5fOj5wLVVV5Z+NbkWu1fMHyE2YZMtzYTuY1OWnfG6c4fD7fcU8QfpZxTM+iadOg4uf9k48w4dKfMMFkOtpeUcQqgQFslwgVdd4ZYG8CSUI7/TJmnHkxuD8U20pXkVr5ssgdUMM2Hyq6wnnQfYBMjQfSM5he+3NhnYEQIw3+S5KQ6BdcaIxIil+ohmNyFCRUMh0HhF1Hd5XgrI2Z5F71G8gsgc4KAn85C12/t7VO9WGWXTD3FnQhH6mVL5O38SOY8WUIeOHA8zE+2Bo0+jQyNV4ovYTZi1ZEz0HjWihdxQzXGlAc4HHAzK9E69gvF+di2iXMXrg8PnDRY4MdlZA3kVRXJfnTJ5/Y8ERVhTe/Ba1v4NNZyO87Ccc4BaCqKr94s4ptLTay0vS09OmYOn1WnKJ4qO9SVVXZZRMK67OmZbFs0dH9pmeHQjy+XSisM01aev06inNTaHH5Bh33ZMLR5+fABxtQAbtX5ezpYzlzYXmcD/d/XTCVXbt2fS6fI+HrZO0LYEnRcemKhaNSWIefQ88++2xChfVAfFrvJseDJGGdRBJJJJFEEkkkcYKRkZFBQUEBFRUVlJcLb/3m5mZcLhdTp04dVL+8vDwh+XE6kX5DYihf6zBS84TVR+sWZMDSvhcKF8GR7SK4MCVXkKdPr4SmTSIAKxFypkBbVCWk6NL48eIbqXc0Utpn5fuHd/O16auE5UhKBtzwNmUf30d1SgZlbhtZz6xEyp/FA7du5L/e/zb1qSr3TVoUtQUpXIhy0wfYbY2YmzcjKUFoibEC8TujfSlcmDBwclD4Xz8JHzRl8aONP6TOWkt59rSIVYSiKvxix8Mo/STJVEtZhHgMt2Pz2uJsH2RJHvK+GRUZ2tcVCY1UAalgAUpKTiQ0MtH+Rws3PBo+rYBAWZIZlzGOsqxyKnoOIKFinvA24/z/Maz1xsCgyHC/f3/zgoQe1rE+3UNNWpxoz+njvSZJJPHJwQfZZ+D22kkzZorPjJCwHhgoeMEvorYhhgzxrwQYzfGWIkpIBBVGLDpk4f3c1wnTroYlP4CXvggeq7DOiLPyiIWGsCUm6eNEf5zNoHhi6kiiPH8u9NSC6hd5B89fASVnwQW/xp6zmJz29/rHFBAWV8t/DM+s6rcqkWDvX8HnEvuHoU+HGV8VPtrhMYIIVnzrTpGl4GqD/DngbIGzfhytE3ueYq1SLvjFyMMTj9U2xGsXE76p+WidbVD0hdMuoHEkcHmD7GuykpWqp9flZ8nkHFRVRVXVoz7rjsXfWaPR8MZdK2jsdDM+N4Xff1D/6QUaShJ6jYxOK3P7qsm4faFB/tmfV4Sv0xsfbRs1WR2LMWPGjGiC8HR8N0mmbhwH3C4/2zYfFt66MdAbNGROtLBmd7wVRTCk8K8th5kwe2xcqrckS8xYlsf8khR0mvhLUpabyZ5WE6o68OZNw5eTA9oBNgsp+ci9vaDG/7hWVRMmrUqGLj4UTivJFOEnTZMxoNxAr8+Aqg4M/dPRYjeQZYgv10ga0nSZ+ENjB9SX6HAUM84wJm45pQSUm3OYW2JEP2DMU3Myae41o5HiZ/60oSz+vaEXqyv+h0KXpxfzWCe55vg/0jFZJgKFBnIL4u1IzBYTfW4/DbXxyyYAisaZmT4rXg1lMGqxZKWwffPhuPJAIMRb/6xg/Qf1Eb/rWFyxdBxaTfwf89mzCshKH/xlsqWqEzU3hZQBL0VF48xU7G3HZvUM2mfptHzGDrDZKMhOYfmy8RSNM8eVZ5iNWA0aDhyKt2xxu3y89Lfd7NsVf696/SH+9kEdH+45Mui4Oq3MpYtK4u5hWYI5hZlMz0pBN2DMy2eMIc88RGhKAjTUdtPX5yfTEv8DtbAkkzNXTiR/wPXU6TSkZST+gh4/MYup0+MJg5QUHcvPmTzi/gwFVVXZ+GEDb7xyAL8/3sJi19ZmXn12D54+/xB7J5FEEp8HXHvttfzpT3+K/Bh85JFHWLZs2SCPOIArr7wSm83GP/7xD0KhENXV1bz++uucf/75n0LPTzAGBi4OhCTBda/EFKhw7UuC9D2yQ/hfO1pFYBaKUH8lQlv8kla7GqTa1URIkqhPMaMBytw2NKpCmcuK5a/nsLpuM09WrOXB+i2CgG7bifPRAo74W4WNSHpuxONaad3Cfet/wK0b7+Le8lUocn+oYvFSQTogoQBWrR61TfRbCQWxeq2RvBVFVejx9GD19KKGQvDM2QR/WcQP/nkZNdbqiFVEOOgw7EEMQr/39ZnfiJ5WVcHqtZKpz6QsqxyNpBnW7zlMht767k3cu/GHEQ/sIZGaByVngqTBbZ6Bcst67tt0L7e8cyN3r7+LkHJi7ZuO1r/weAdm14z6OIpKj8uHqqpxbUqSxPfm3YWEBBIY0jt46PrSYV/MwgT0kxc8w4PLfhbxsI4lq2OPB1ECOVG7iTynk0jicwNDBuj0mDydoNOLzyOBqoKtSSiJ08YIctVrj3ooh4N+Y4lcSRLE6PrVYn9U0KYJsnr2LTB+BbRsgW2PicBGe9MwZDVEyGoAdxtoNIPJalRBMh/4Gyj97wieLuishB2Pw6NjyG7/IHZgwg97zY9h4jmgNQpfbBXRzzA0BsgoAI0MA78efQ4RFJxRKMbZvlM8j9ffD217RVBj+Dz5HOLcpY0R59LWb7d5wS/gxjWw4sdDn/937xKk+rt39Z/PEcKYCRNWgdFMT/HlIhDzNJ2oV1UVpyeQ8BmVZtQyf2I2aUYtl8wuQK+V+dYzO/jtuzWjfqaFj6MoypDHA0GGTh6bgVar5b8umMrvb14Q8Y8+ljGMtn+qqpJu0nHhzLEUWFK4eFYBGSl6Ug0aZhSb6XZ6TyiBfiL6/mlAo9FQlKn/RAIX4fR7N0kqrI8BoZDC2rdree2Ffbic4sE1bmIWXk+AlNxUKiWVD3vcfPjcHv656RB3XDYNq8vH/71ZTUu3CFQcP2cMxU4/Wo1CwYUKgZxuTHRzmSWNQ23ZdLsUtLJEdZedn66BcWYd967KpDDTiy/opS9UCxZwpk/E3K6i6zkiAokch5APdqBrMqCUn0Uo00CvT0udvRkVleJUmaCaT6vbRYZGQxoeJgVqUAMSHcYJHFZDKGRQZbXhVbrZ1QOzswuZlOHE6kvn2XoPnd4A0EtZpoUcY4gUrR5HwEWzu4tmN0xMz2dWdhBPQMsTH6eyszUAeCnJymVCiYIsB8lPUfCFutBlwaXzUmhqy6XDEcKg1VDTbaemG8akZ3PjQplUg5Ode8y8ts4DtPLaxg6uP3sSFy0Zw66e/dTYGlHTVZZfqsF5qIDd+wOMLUmhym+lM+hFM0fPgmlFuPb0kp+fRkNdN7u2NrN7WzOLl0/gmq/MITtXEPmWrBTu/ul57Nnewgt/3UVqmp72I04O7GnjwJ42pk7P4/pb5tPV4eLFv+6iq0Msp3j/zWrmLcsgdiXLNy6dxmWLxvF/b1Vhdfr4xmXTmD4uXuHS2O7kj29UsqOfPM+ckMksnRZnq4NMs4mG2m5aDtvYtvEQF39xOhddMQ19f4jn7EnZPH3XCl7d1Mhrmw9z5dLxXHnmeHRamXPOHMf6NQ28/vJ+0krMbO/zUdFkZc0fPmblzLHcdv4UKrY289qL+3A7/bzxCsyYU8B1N8+losvFX96pocch7u1XNjXyzcumUV4i+q6RJb531Qy+sHQcf3yjCqfDh6nFQfeHjQBMGZOGXJaDX5ZYNUXDNReObHlPT5ebF/+6i60bD6GqoNPLTJ2eT3eni0u+OJ2zzy9F1sicefYk1rxVw3uvV3H2hVM4tDcFSU784M3JS+Pe1Rew4+MmXv77bqbNHMOV188iPWPkBHoi1FR08OyTOzjUICYAPnynlqu/OoeCokyee2oHVftFsOmH79Zx5fWzWHneZGRNcn4wiSQ+b7j99ttxOBxcffXV+P1+zjzzTB555BEA/v3vf/OTn/yE3bt3A1BYWMgTTzzBQw89xCOPPEJeXh533nknF1988ac5hOPHUIGLA5E+VijMwvVkrVBYK0FR1rpt1Ic2I1Pm91OtlSkLhDDf/DGr+7qxv3gZ5n6rDwmwBP1EyATA7LVS7uymOi2LsowS4WFNvx+2vYEQCtV6A7ab1yFlTxVtSRLKy9dxny5AdZqwH/le8w5+ueEHVNsbmGop465pt/BIxZNUWSsBmJ5Zyk+bN3PPpAU0xDwjSi1TIqRzWMFb1VOJUWvkux99m7Kscu4/czX/vem+iBL3/jNX4/Q7h1UmjzqAL0YZX1PdzMSAM+K/XGOt5ocb7ubnyx85bgXwSPp3opTHsYGIM4ozsZS+GncOf7nzF6j990GZpQzzCJTJsQrmgYGLj900nzuf2ZEwgDEREim2k0jicwOfA1BxZc0mE7/4fDRriFhltSSDs62fAM0cvD2sGg5/R3rtcHidWMlzaJ0gkXPK4JwH4G/n9RO3a+DCxwShPFIEHNDrAUkLalCsEpLTwHUo3OkBO/RP/nl7GQxZTNZe/zrMuwM++l+ofxsUnyDYlYCwo8osEQrwgx/AxPOEstrnEKR/WCE9/Ro4vB7SiwQRv/XXom/f7yfYw2rqxrXiXL5wpfh8/iPRAMuB5zB8HsNEd3iyYKSWHjFq9+aKevIS/T44DTAwGPHO86fg9oUiiuhYlbSqqnzrmR1xCuOhLDrCJOyTHzWwvbGXBRNEns2uQ1YkSTxz5k/MPioRPZJAw0ThjqNV0iZq49sXlkXU4QCPvVfL/mYbM0ss3Hn+lBOi1j0Rff+84HR7N0kS1seAir1t/P3P2+PKDh/sJXuChfXeeEVlZZONHz21HWdfIK78kNPHIeCarzoJxChIVK2LccUuWvaPoTNGSXzYFuA/X7Xz5LUedNqoMljRhugtghx/NpruaLicFPSh2f8Bh0pX0CrFKJEkBa3UxiWWDJ6iL1qMyhjvQRzyJD5wxCuP9/TYqbZZ2NZliyuvttsoCKSSY4yvf9DpptGh5dUtKUB03E29fpp64dozXfhC0XJV00dx0WHaKgqo73FHytudIR5eE2KSJ5e65ugY3N4gf367hmD2IZyajuiBNSHSJzUzM3McH9ZZI8UhCbYYPSyZnU31B83R46rw8UeNBAMhvnX3irgxzF5QRFqGgfvveSeuvKaik988+CHW3njFc1OjlZbDVr5wVVwxRbmp3H/TfIbCQ8/vof5IdGx2f4j1/hDLLCk01ESDLb3eIK8+u5dMi4mV55VGynVametWTOK6FZPi2pU1MivPL8WVaeCXr+yP27ZuXxu2Zjs9W+ND4PbvPsIRu5c9A74VKg/b+PHTO3nlf86NK584NoNHvraIW6/6O55Q9IeXo90F7S5++acvcqgpPpxxODz75A52xARnBvwKNRUdfOVrCzjnougSFa1W5oLLy7ngcrGM5Rf7G4/a9vwlJcxfUjLivhwNv7x/Ld6Y5UvdXW4e/+VGcvJS6e6M3sMOu5dnHt9KQVEmZWcM7fmZRBJJfDah0Wi45557uOeeewZtu/zyywf5vy1atIjXXnvtE+rdJ4S+LkE4h4nnvq7EHsiSBDevE9tTcsDdJVRtLR+D1gQvjT54Swr2sbriPWz9CmnqViAHXCSmIGN9RmF1w1bsOhPmm1cjffw0BPswS3rKAoIAn+q28+CGu2lIyaDMZWO1V8WuNVCdZiYkyVSkZfEf5StQbSLIubLnAP+x4XsoSJEX/SpbrSCrU8yRskmZk/n5WY9EXrTCCt4m2yG+u/7bhFSF6t4qWpwtceSu0+88qu3DUGTosDYcsiyul9SC2WCm1DKFGqt4ttfb6o5Oeg+AoirYvFZAGqQyHo6sHTXZPgSsfX72NdsIKSoH2o6Qk12F0t9m+JyCIKHvWfDDUb/wxra/r9nGoW533Gdrnz/OD3sgjmYZkkQSn2n0E6bayjdh8iUjs4aIJUtd7fCl18BcEk9KH/oQTNmDydQwQXvwfTBmQP4s8PQAEhQthoqXwO8SxK0uXRDRI4IEBEDtJ1/7uoAuohOjGtDoIOQn7Ik9CBml4O0UxLGkhT8vBE9vtL7GIMaJBpyt0LJVrPRJLxTjfOtO8fwctxLOuhdm3gh7ngJ3JziPCBsrNNDXDV0VMGamaHfFj2Hht+D5LwhV9qEPwd48NCEdVqePWynI/+FsQxLhWK1ETjG4vEF2NvaSlapna303/kCI/S32OPI0TBqrqsq8CVlHtegIk7Bb67tptXrQyPCO00d2moFMk44DrXZmFWey7WAPTk+AjJSBK+zVUdmIhMeQiEgfaVtDtRFux+kJRLbvb7bh9oVINx3/JMVwfU8iHqfbu0mSsD4GDLXKYKjFB8MuSxiqrSF3GfXBB6VC6GUjen0BaLRiRzkFlL5hmxnthuEXYoxun9GeiyHrD7Fh6PqjKh7V6qej7aOO9uBDHmCUx1VVEsWIDHfgE7bqZpTX4dPEqC/DabY0KYkkkkjihCElR6jXWrcL5XQCX+cIZFmovcKK7KIlkDcT2mOsPjSGoyzLjkIBbFo9D4eDFl3WqB81siAnOvaSiDCQAEvAB3+aGy0LuCIE+IPj51KbagFJojrNjP3wWsxBP2XaRVSlWVCQUMOkMxIqKook9/tdi2fC5D4bdSmZcWT1oyt+hTxAYSarMO61WyjT+alOtVCWXU5JesmolbiJyNDhlMuxRHZ4/5+d9TA/3HA39ba6IY87kAAPf87QZ/DjTfdS0SP8EKdlTefBs34WOV64f2FCOxajVR4PRcJnpeqZWWxmX7ONM8YWYIlpc9A5PQZCPLb9mcVmJuamxn0ezg87jNF4Tn9ant9JJHFS0K+2rTNfJgIBR3JPD/RYjiWrQXg7KyHh4Zw7Ld5mJKzu9diERcahdYJ43fCAyEtQFQgFIGQTK5kzxoEjbBEpgz5N+EorsYK1/mPLKcKDOtbaSNYJJfSEc4TS2esAd7wto4KMRtaBu1n0W2MSXtghH3HPqpAPbM39xwiJujnTBWlfvFT0PyVH+F3v/CMEA4IkH7cC7C2i/95eUSd3erwSXUUo1V1tMPMrkFmc2Mc6Tr2+UtiGhC1YRoKB6vec60e23yeA0ZK9aUYtc8dbeGdfG6qqsrayg7KCjDjyNLbN4Typw/VUVY2Q4Ie63WhkTf87pUpFq51UvUxtmwNJlnnyowa+fWFZXMDvaBXHaUZtQiJ9NG0N1cZItx8rTla7SXz6SF7JzxG0koGS9DMwa/Mx+BRUrOKZmvsF8LWAY/TLbZNIIokkkkgiiSQSQlGEp+WRHcKP+qa1g19kFUW8GHt6IW96vCK75ePBs6LDktVRWw8FuG/SIqrSssQrviRRnWbBrtVjCQZgzOx4IjxBS4mIbBmQkKlPNYuxqCqT+myR7asbtmLX6vn5uDlUp1kwaFLwKj5SlBA+Waasz8H3D+1GUkM8Mm4Oan8Il1Fj4pHljw4iqwHo60Jt3sxdsowsazHf+SSSLCdU4h6NwBxIhg6lXB5IZF9luhoAjazh58sfGXFoYKx1yWRzKbXWmkjdoZTSj+x4eBCBPhTZnqgfw5HwAwMRQ8p8mmzdjLfkIg9xTkeDRIGLQwUwHi+OZpMy0Es7iSROCygKur528WwYiadrbIDiQJWuosAbX4feWjFZqoSiNiNhZa8hA1BhwZ1w1n3gc8KLV4LRIpTLYbsOnw18dqKTaYpQSJtywB2T+aNLh4Cz3796QP8lSZDWLVtFqKNngAWIKQ+8VmGJFexfsRkMgpwpJmuD3n5ldD9URZDlYVLcfQQu/gNMuQKeWgotm8Q4Qz6hvg75ReBi6QVw7s+hu1KQ1RqNIO3DSvTmTVC0FNwdsPC/hj7HcVYg62DF/4w+cDFGua0xXzbyfU8ijoXslSSJW1dMYntjL7lpeqqPOGi3e1k0SfhWJ2ozkQJYURQefauafU1W5k3IYu54Czsbe5mcn0ZIgVklZmGnUWymx+VDUWFMppFdh6xxquJjURwPFe4Ybsts0h21raMFRI4kQHK4yYKhtg3X7mgnH5I4tXB6mgR9iggpKjW9faTnxYcXIkFaWQYFY1IG7VM23cCUKYM9c6dPT0GvMQ8qN2jSmTx28JdAWZ4OTygNVY3/Q9MqRuSMrP7AnyhUDOS0daMNCbK6zLwUiz8LOpzYtu3Cb7URcLrxdHgIhgog+yIK0rPI1g/uq9lgIN80eGwrcjOZkDo4EEPxZjPekjaofG6xEbN+8DKh4tQULikbrEItz9Ny8eIAGil+mzlTT7cjNbrUqh8an47UJgXjgFvbqNVQVppLanq8skXWSGi0Mr09fXHlqqrSpOslZ8qA6wysvCSFOUsHl6dPT2d/+2DvseouG1uaOgeVH+5wkp0gLDDPpCM9TT/oeZ+arqerwzko4M/tDfDm1ibc3njbGX8gRJu1j4yU+HtJlsCUZUx8DxelMzZrcBr37EkDwzejSGR1kT0xi33N1gS1h0ZpeS6aAYGNqWl6errd+H0jSw8OBkKsX1OP3RZv2aKEFDatO0hXh3PE/dle00Xl4cFjqKvupLB48D1sGW8mZcJgRVRuflrEI30kcLv8fPR+Hb4B1zOJJJJI4pSHooCrI0oyx5LPR7aLpccD6z+1En5VBI/PhJ9bwGCGcEC0LgXGDpODoEsDfexvkOhvBbtWT3WaBaX/YSr3By2ag34oWJCYrA7/jpJk0ZJ+8O8bipdhvvVjys1TkVWVKX02dMjcOn0V904/H8bOwxL082DDVn5dvRG/6kdFxSvL/LRuK6sbtpGTNxNZ0lCdlhUJA/MqXux+e+LTmpLDfeWr+I/pq3i4dBlqam50xDGhgaMOVSSqXA4HNqqqiqqqg4hstxL9nTSa0MBY65J6Wx1TLFGLr0RK6eFCB2OPO9xYjxZcKMsS2WkGVBXufGYnX/3dXr759A4URR12bImQKAgy3H64jYGfTxSGG2fYS/vyRz/ijqe2JwwHTyKJUw6hEDw6lmnrb4BHx4rPI0FsuKKqCvJVUYQtxv5/CJK4r0uEyBozo8rep8+G/5sHjxbC70rhsTJ49jLoqoam9eKRYjAjiGcVMYnZb4Gh7X8vdrcTtyIk4BAWHqjEBTGCUEsbLdBVCd4+4tZsSnrQm/Gmjgdt7PuqClMuhtu2wTeqIHta/7NKAxo9WErFZ1kn7ExeuQ5+nilI7OJlgpCXDWLMuTPglvWCfNZqhQ1IeFIgrFT39EBOubDlCvtYv3uXqDNQPR3ex9Uu/jVkiHM/0pWlA/YPaQdzB58GEpG9sRgq3C/dpGPhxGx6XH7yMo3IMedqYJtOT2BQG6qq8uhb1byxuzVS/9YVk/jDLQt5+j+X8PitC7nrknLmT8zG7gmwcFI2iydn0+v2D1IVhxXHPS7fqBTHYduS2OdVil5GUVX2NNuQJEg1DD+RJEkSaUZtRCU+kmPEnoPfvlvDN5/ePiiQcrhtQ7V7tH2SOPVx0hTWNpsNs9l8spr/VLCtppM/vlHF4Q4X+hwTs8pz6d3eSuaUTOzlKXzsdKHJlJg1LouDlU5yc2VK5gRp9R9BGgvnTMvjwGYFjUaibAk0B9rY1gWTMrKx6H0oahBvKIP9vd2oGhdnzbLQ3m6g1+nn5kVaUkxttHkUHIFc8kwqBrkXizcTvbsVCMKkqajOEGpHHaqSh3q4jjT/YRamWvCd93XwaPHXH2bmlUIl033GI8zIyeLgH5+k4Oqvkj55AhmpY7lOb6fFl8W77R2k6zMIKEHaPe0UpMhMzcxlW0c3c3Iyua5Yj0myoSJhDRbyTnsPVo+BuuZMDrQ7AT/T8sx0ujykGBTOngYOpY0uL+Qas/CF/Ej4OXOMEaO2DfI6WTIhm7/vyGTPkRB3rYDirCYgxIJyM6+uy+aNLX6mz8qirs/OW9U28tPyWTQJtMZ2pP3Z7Hvbhtt5mAlmI+kLc9ih97BqciG3LZhCbqqJLywr5bUX9rHm7VpKJlhw2r1s3XCI3duaufgL07n4i9M57OnhpcZdNLmsaC6Xme4ZQ+NzPZSXG7jy1hBaUzOLkbjwmjH89dde+jQGQouyqHI6+e4bW1g2Pp/bF5ah08j8ZXsNa+qPoAJzC7L5+qJyso1Gnn6vlje2NhFSVMblpyFLEu1dbhakGmjZ205FIETemDRSUvW0HLYyaWouhw9aeeOVCrZsOMQ1X53DgjPH8+bWJp55vxary8+T79Zw8/lTuHhhCev2HuHP79TQYfWQatQyc0IWlU1WJo1Nx9kXZMvBXgy5JmaW59K7rYXMcWas2SY2dbjQyBIzJ2RxsN1BvjmFb1xaztzSnCH/Lu75f+exa1szLzy9C6cvgHFGPvvaHOx5fi+T8vTcPcZOaeHRvcwuvGIas+YX8vzTu9i/q5XJZbk0NVp5+7VKtm44xNVfncPSFROGfOHbvvkwLzwjgjCNJh2XfnE6F1wxjdrKDp57aicth23odDLnXVrO5decgSkl8bLcxnYnj79RxfbaLiQJVs4s4PaLy5D9IV786y62bRJLAcdPysbt8tHnD5Iyeyx72hwo1j4mLSsho8NFX6uTy66dwfmXlKHVHV0hEgoprHm7hn+9sB+X08erz+3lqi/PZtnZk4YNaPqswdfnwhdI/piIha/Pic1mA8DhcNDbmyiU5+TDYhk5iZPE5xCJwhVT88T/D5cNtAPp64KWzdHPPoeo6+ufXPQ5xYv9UAh64tVmMTCHglyUOgElbxrFwRArO+tJse1D0uiFX2ds1xEEtwhilEFVCGlT0N7dr4ALhQQR77XBuv9FemIOqwG71oCCym3TV6FIMtV6HfavvoPl75ciH9nKOJ9LhD7qDRgUhf8pXUR5UGG104M5FKA0qFAT83yQY0iPsHo4TZdGVXcFlVoNqiRRrZWwe21kmizct/FHEXuNKeap/GjhvaP2eZYkifvPXE2zo4nH9/6R2967mbKsch4488E4e4xUOTrxOpyKe6B1x0CbjQfOfBC7z4aiqmgShCaOxPpDURWaHE2RsVb1VmL19CLLGswGMxm6TDT+IoLaJjSBIjJ0iX+DDPSbPpq/dKJ+nIggyGPFcOfqeMeWRBKfCroqoK8bFRlpoLfySBBrMVG0RDxPUvMFqXzGl+Hix0Q9W1O8r3V4NY23G2QNhLyCqPb2ADoiKutYBPsGl4EgeUuWCPsRnQkCHhzN+6nat5vCTJVC3+b+781YGxEZDOngbgLTOPhmDfztXOipEcR47dtQ9aqYxJUkKFwq+qYAtgZhV6LPBEejaE7xQfZUoSw/4wbwO6FlC0xaBSZLYhV0rIpany6U6fv/Ic5f49rEQYqx+xgy4L0fDB3MmPBcDVBu7xp61dMnieHsJYZTX4dVvu02D/c8v4e8DENE+Rzb5tzxFp78qIFdh6xxbXiCKvubbWSl6el1+Vk6JTeOgA17Pd95/hQ67F7yM41IkjRqxfFooKoqv3y7hqZuN5ZUPaGQclTf6fA52nGwh5klFr5/cVni1WMJ4PQE2NbQQ276YGX4sajGk97Wpz9OGmG9dOlSysrKWLRoEYsXL2bBggWkpAxW6J4u2FzZwY+f3hH57A8qbG9zMGV5IXu0TnCKZTshVWW/1UrxNCPavA5a/YJ4UYGmUCd5S7QEVYXmQFQJ0uDoRSPJpGn12APRoL0jXiuSGb69IBW/0hGZg3UHHTQ6YYmcit53OFKfkAMpBZTQGNT66Be+pCikkorH7omQ1WHs7+7lgnWv8a7WwMTb70SbloOElmKDjXPz83izrS3avKpg83dydo6RK0p8SIhluRIqWVorF+Wkct0/VRQ1qmKt7LSh18isnG3DoUQf9l3eXiQkvjhBRSVKvug0PdyyqAeZbBR6IuWyxsbV59joNk5n0+Fo/Q6Xl3/vhbNtY6jdGPUAc9i8ON5r4WvXzuCalbMi5alpBr582wKKSiw8+fuPo9fTF+K1F/ZR1dPG4VnR9kOqQoOxi+nfSeOaydFzASqZ+W38x/9L5Y5X0gk6o2PeeKiDrU1dGLQyLn90RnbXkR6+/tpGxvSm0NIVDeY73OEC4ExkGndEx9DZLsqnTMujpiKq0O7udPPHRzfyxr42NscogK0uP7969QAbD3SwvTZ6H7m9QfY19jJzgoV9jdH6vkD/Pby4iF2tDujvU0hR2dfYy7i8NP7v28tGRJbOXVjMzLmFfOmhtfTGhEg2dPr5xm838swPVlKYc3SV8djCTL5739n8+bHNbFjTECnv7enjiV9vwunwcuHl0wbtZ7d6+N3DOyOfvZ4AL/9jDwf2HKE65twFAgpv/bOChtou7l19waB2ep0+vvbrDRElkqrCh3uP8HFFOwV1vQRi/m4PNfSg0Uj0zR1LdWtU1dTQ6UKS4bHV5zOtP8l5JHj+6Z2893o0pNLW6+Evj32M3erhsqtnjLid0x1+rxufb4SKms8RfrWuGUlqATT889CBT/z4vj4nD12/hKyskd/TSXzO4O7o9/wMxYcr3vShIHsTvSyFCe2mDeKzPgM++BER8iB/NnTsHrxf4SJo29kfyrgDRfFg1+rJCPpxGDMwl1+NNO0qbjWNJaDo0Kgq5J1NYJaCLuRG2v0k7H8Wgt6IdUj1AI9rTbAPumuFTcnTK6N97IcMZAZ93Dt5sQhSpF8xbMqGL70CvyxBQmF11VqavraF72z9XxQUqvVabO0bkWSZh6rW8KNlX6fW0Uh51jQUVaHX00umIZMfb7qXyp4KJCQUFOR+38qpbhv0dWOXJKp6o2R+ra2Gh7Y9OGpfa0VV+O9N91HVWxlRKVf1VHLYcZjvz/sBGknGbLSwq59IiCVpJ5tL+dlZD6ORo6R7IuuOgZ/NRsuwlh3D2XKEj1/VU4lRa6Qv2IeiKtyx5uv4Qj7Ks6fxvdn/S1vlFShyH7KSgu2iQEKydqDf9Ej8pWNxtCDIk23JMdy5SjS24/G7TtqLJPGJIHc6pOQIsjrsrTwaeGwiQDG9MDpRWvGiWLUj68TE6jvfFs8qWSOUvZIW1DB5LENfh1As+50g68V+wQSrHiWd8I8OQ2uEGTfAtKsIpRSjhMR7RDAU5AsPf5OaBjMA2UYTs3L9zMwJMCvXz6zcAPn5Y0UQojELk7sRAi5B+nZXgy9mtWcoAISgZUN/nkMQjGYIuOGaV+FvK6N1L3pM5FWtvQ8OPCeI50PrEhPPscGHJrM4j207+8n+Dii9OD5IcWBQYnifoYIZh0N4/1MIA8leEERqWDU8HAEqSRJjzCbmTciKELapBk1cm6qq8q1ndgxqw6SVIqT20tJcvn9xWdz3raIotNs8vLDlMLsP24a1FhkpjmaX4fIG2d9sIzvdQK/Lz7KpeUdVa7u8QXYc7MHlDfLGbsFt3HVJOZIkHdXu48mPGuh1+ehx+bhw5tiEqvHR+FQnva1Pf5y0K6YoCpWVlVRWVvL000+j0Wg444wzWLJkCd/+9rdP1mFPGvyBxARKcIhlBUE1hD5BNFtACRFKUB5SFQIJlm6KmkOQN0OoilDil61IY8sJhSRctVEy7N577+W2r13H716r4VffhaDLibOuBr1lDlp9DoRaUYdILdbIiWP5QqpCohWH/pBCKEFfRbBg4jFIkpIw2S6kJO5TLJEY184QSyCHEsD4h1p6JiduX1FCBBMcI6AoSAmaUtSh76VQMHG5Ekp87KHa8Q11r4aGuFeHKA+ElFEpe7VaGX+CMSiqmOAZDdQhrltgCCJzqKWuA+1TjlYeCikJ2/IFQwnvsVBITTg2VWVEqupYBIbo01Dln1WkZ+UjB5Mvw0kkcVpBUeCl66K/S4qWxKupX/mSIAgKF8AtG6NLkCVJ+Fq37wOPVbxYH9nav9OA7wFJI+oXL4Ub14KnG1QV5dGx/V7VFrLlFL4y5xuU64vI9KjY2620VW2DPic6UyqW6XMw5Y0lY+6daMevgHe+gz3opToti1Ccx3U/efHGN1CueQF72w4yAEdEhS1gLzmLmnSx9FpG5gfz70FSVXjlBsI/YuSiJYzLn0N59rR+graMh0v91GhlyoIKD634JXa/g0d2/Jxb3rsJEGrpelsdav//ABRJ4v6G7Tw/bi63bvoBUy1llGWVU9kTVYs32Ov58/lPIUvyiElJq9dKVU8lSsxvPqPWyHfW3Rnpy8+XPxLZFkvS1lir+eGGu/n58kfilMWyJJNpyMTms2E2mEfkm51pyIyQqcOFDob3VVDwBD2RQEtPSFiBVfVWodH0MbPYwr5maVgieqC/tIqKzSv6rKIeldwdTuEctuQIE8a/v3nBSVktNdS5SjS2Y1WDf1JjSSIJNBr4fhuVH73E9BXXHN3DOtaH2meHdT8VxK+zDWZ+FVb8WEw2eh2w+0loXAOOZkGq6tJh7BwRLKiEwO9GWHhooHgldOwEVRJKakkT9YnWpfd7SccopE0WuPDXBLNmEgwa8LZ249y/E6XPjWJMobEp6nHd45VZ22xkbXPUgnNMqsKsHAszc/zMzNMx++37yerZPCDMEaLvzbIg2rWSIKtzyqH2NRFaHAyIsafliHPT/HFi4jn23A1URscGWZZeLJTpYbsVrw3W3Q+H18UrqQeGX8YS3KcxVFXlsfdq2dnYy4xiM9+7aOpRCVBJkrjz/Ck8+lY1+5tt/PbdGm5dMYl0ky4SvpiojfB+YfV0rCpZURRueWILjV1uUFXmjLMMqxgeiQ/3SOqkGjTMKBa+2WESHaIEfiISOs2oZWaJhTd2t5KVpmd/sy2yfbjjubxBdh2yUlaQQafTxy3LJ8a1eyyq8ROlNE/i08NJI6y3bdvGjh072L59O9u2baO6upo9e/awd+/e05KwPq2hM6Gq4O+Jekfedttt3PG9/+YPv7yfX31XlAWsPaghlWQWZxJJJJFEEkkkMWK4O+IVyFc/H1VU93VFldctW+DPi+A/tqLIEnaPFfPzX0Rq2oAgeGNeJHQpMepqGb5zWKjFjFnQXQXZZeDpxl54JtVp6Wg1Rr48+w5K9SUobVYOvvpXqo+0oqpiJRiA+tH7ZE2YzLRLriI7eza6C3+NOWcmZZvvoVorUxYICo/r/p4orVu4b/cvqJ62EkMoiFejoTyiwpYxX/UcZbt/QbW9gbKsckEcujuFsg8VZC3K1c9j81n57tzv0xdwk6ZL4z8+uBVFVYSFiNeG09EURzzX2WopNU+hzlYbUVibtCkU3bSe6s33RMjiP5//FKgqD217kAZ7PWVZ5WQZswTx2k8WD/dypqgKj2z/eRxZPSlzMo2Og5HPtbYafrjhbq5L/RIgSNrJ5lJqrEIEUWetHawsPopVxkCiN0OfMSIyVVEVUFWmWsqosVYzxTwVBYU6a61QWwc8+FxjuPf5en530wLsnsBRFcFhf+nYPk+1CFXb0foznML5VLDkCI8NwOa1jdouJoxTYSxJfI4gSSi6tKPbSYTtPxrXCiWSEoCeOqGI1hoEWW2yQMlZsOsvgALWOkH0OtsgK1WstIkopFShqFZD0LED/C7IKAJdIVz5N0FYP7VUBCqiQu5s6NojlNUX/pqAZTZ9HS46XnuCvoaaOB/n/5lewiudTurtLpzuwVYi7W6JdreRdw/3k9hvv0tJeoiZORZm5Qol9oycABmGfuJcowN9Csz4Miz6Nhgz4K/niswHezOs+t8YEnkl1L0NZ1wPF/1WtN9nhfX3C8V10RIRcDxQGT0wZDF8vg9+IEj+sfPi60sSnP+IOH5m8ejCF08xxBK5M4rN7Guy4vJF1cLfv7gMty80LAHq9oWEvUeqnnf2tbG9sZeFE7MjJG0iEjWWHB9I6HbYvRzqcpOik3F6g3Q4fCwpzYmQ3QNJ45FYYRytTrg/+5qsEWsPSZLiSOc7z5+SsM9hYnt/s4254y0R3+9ExwsGg9T3+JipJULkL5iQxVPrDw6yTQn7VI8Gx7LPJwlVVekLKKiqmiTUE+CkMZMZGRnMmjULv9+P3+/H4XDQ3Nx8sg530mFJN6DTyAQGqF1TDVqMsgbvAGVphqxHr9HTF4qfGc3UmwiqCo6AN648TWsgVdbTR3x9o0aHohiB+LA4GQ2qJtGPRRkMA0LzAh4kCfRZObx58XIueWs9f/nLX/jDL+/nhXcO8eYXLwZAZ8lG0kiEAyK0kg6NpBmkjpaDKioapAHqaL1Gi9koYRsQFpedYiBFa6IvGB+EZ9QYUFQVSYovBx1+vwHNoO8VDSb94FtWliT06YPVM5IEPllK+MfvlISXeGiAutiIDp2sIaDEj00jGQA9DLg+GoyYDXpsvvhyi1GPQaOh3R0/tnS9lkyTjk5b/PU36jWY9INfhrRaGV0CZZAkSxhNiVUHY7JMHDjEILW7KUWLTiMRGDDmVJMWo16Dd4CSNyNFh6PPT8YAr+e23j50GpmczMHhnHlmEy5P/L2aZtKSmmD22ecL0t7qYNzEeIuBYFBBSqDckWSJQCCU8HpqdRpkWRqkjtan6tHqZIID1NGmFB0eTwDTgIeXrcfdP+74ezgn04A524StJ/56pmUY0KTqsbnjr3+qUUuqafCY/f4QrU22QeUA2QksUyQJskZgpZJEEkkk8YlDUQQZnZqHoHclIqSzJEe3p+QKZXXLFrFf206UPy/ivmmrBCGo97MatT8qWZC85M+C9j3RYxUsEF7SOVPhkVyhpJM0KKoKpkymGqdQNP06Sg3FyEesHPjzr8nracdoTMUrazCqKqqq4JUleg/Wsf3J33HWzd8gLW8m2rp/s7pyDXaNBnMwiKQ1QdCDCtgLFlBtbyAkSfRpxfMiosJGj/TiVdzfup2WovmUXPyyeDbF+HYrxUu5b++vqYgho00aE0r/b4yJAT8/e+sr1GtlZKRIQKSKilaj5c/nP8Uj239OtbUKT8jDw1VPxhG9WcYsJEni4RW/iJCmI1HShq0hFCVEZW+8n3ej/WBE1R1GjbUal1HYlEmSxM/Oeph71v+AOlvtIGVxUAlS2VOZkByNtaSIJXptvsRkalAJ0uJsoSS9BCTixvXEeX/hlzt/QW1vDaWWKXx/9k+5+nfvE/SbcMh27J7ENiBDYaDqG0mcp6ORu0MpnI/XbgRGb8MxGm/xUMCEahjZy/GJGEsSSYwIigJPLGBaZwVUTIfbt8NQ3rdeuyCrDZlwZBsULBSktayNkqVeuyBpvQ448A9RpgYhc5x4UZJk8RkAWSiac6cLZXXAKSZj043w8vXCiirkix6/64AIM5xxA8GsmfR1uGh6/GFCLgcDMSfTxJx0LVJqCVxxI3VdrRzY9Dp79+xmf48eT4KVhU1ODU1OE280Rt/rJ2UGmVVkYma+htkzpjH9zJ+SkpEhyORxK2H/30XF9Q/ABY+K87n378Kbu7dOeFMjQcO7YmyFC6PWKS0fxyujB1p1eO2CoM4oFIS1sxUmnhev2B6th/UphFjCN5bI3d9so6wgk/f2t5GVqmdfk7Xfw3l4AjRsRbGtoQcJyBvgyZyIRPUE1SEJ5PxMI+NzUznU5WZyfhq/vXE+6SYdLm+QVINmEGmcyAojkRJ6OLV4+DzkpBvZ32zD3b/SObaP7TYP2w72DBqfLMvcdUk5Tk+AJz9q4FvP7GDueAtzx1siJHSaUUswGOScB9fiC6n8YcuHfPCjs/EGJw1pm/JZQ3hyZEOlnV22moQq9887ThphfeGFF3L4sPBXLiwsZMGCBXz9619n4cKFJ+uQJxWzJmbz1F0reOKtKtbvbycn00D+eBMVfVYsBgOTszOo7LSSptdR1qfnyN+bUcxaJl2fyyFTD1pZpiQ1i4OOLmRJojQjj8OuHvF8cWVR/2w3Vq+Xsi/lcWSMDV8oSJEhn931Qf5fVYDr55ZQOqaToOol25CDxWjFKvWSbhhHirMXKeQETS5qeyuy0olaPgOlrRtsbfhtDoJOGUPxZHz+dAAefPBBvvdvCzNysvizxYc2JYv00jI0Jh2K30WTP4VDnkOUmVNw+M00u3tI1RhZpHgp7dyI6jTDlMVg8AJaVJuPtLp3eKrIxHPB5fyzSUEjy8wuSaFXd4Rd3SoLc/PwhHoJqQoZuhx2dlnZ2R3kSxOLmWLuRMVPV08Rj74g09IV5PbLJrJ8TjtIfTg8Bfxuo4GqLhtTczKxef10uDxMycnE6QuwVnVRfkkhKftdtDfZKRhvwZpr4i97Wlnf5eSOy6Yxa2I2B3sdPL6lil1Heii6eAzjDgY4XNFNVk4KlqwUqj7swFxvovhqC41yN2k6A/mmdPb1dtPmTuOGUhMWwxFQddTtzuOvj1mx6LqZfEEhe/xONLLMTDmVzjebIaSy8KJiDsge/CGFWYZ0bO+34nMEWLS4iOo+P05PgJkFGXj3dVDf42Hy1Bx6utxYez2Mn5ZLg0HDey4vsxYVIh+2093uonhqNu1TDGxWbUyamU6wU+Vwu4upxZl887JpnDE+i2vOmsgf3qhkd30PBdkppBfp2O3pIa/ciMVtoKrRRk6mkbxME/sbrVjS9EwuyKDisJWMFD0luakcOGzlqz9fx43nlXLFknH4AiH+vqaeVzcdQiNLfGnFJK5dMRGjPkqc//HOZby2+RB/W1OHxxdi8UQTd335TDJjXm5UVWXzukZe/vtuenv6WLC0hOtumktufnokvLH9iCCyvZ4AHW1OSsZbCARC/OvF/RzY28YNt8xncllupM30DAP3//pSnn9qJ/t3HyEnPw11fCbvWz2MmZ5LaUDlUEUnZouJ3Pw0Kve2c883XuOLN8xm+bmT6XP5efX5vax7t5Y8o5YpCwrZ2+FEq5GZPScVa+4RgmeqlNfkc/DDHkIhheKZY9jp9ePpcjFzQhaN7U7cviCXLCjm5gumYBnworxlQyMv/XU33V1uJk5Jp6iglPyxGZHtl10zg8lluTz7lx00HbJSWp7LDbfOZ+IwgZdJJJFEEp8KBgYs3rhWqNha+j+n5MLTZ0c/37we/rJEeGIC9q79VHfnCRuOVHPUhqN4GVz7klBRP7kUOvbCmHlCUf34TOFDGhB5C4oainhPl7vt3J5RTqgvxKFXniGvp51LNtQk7PpvL1iA7LTR+c9/YLztW2gL5iFrU7AE+idbYybXza3bKMs8h2qDEUMogFeCMpcVc9CPgh9bx24enrRA9OHFs1l93Yeg0WK/7lUygj6aFR9VH/1X3PE9IU9ErVan7Sdiwuq1GNT0VuP0OyNKZoCq3kqePP9pNLI2jpSMteBAVYf3VY7xgB6fMSHumBIS4zMmcNDRwGBEX6AkSUKn0UXUTioqEhJBJchX3rqevmAfMjIaSRMhtBOprsP9CpOpVT2VTDaXkqnPjGsrRZvCY6v+EDcud8Ad+Vxvq8Og93PG2AIOtB3hjLEFoyZVYwndgQrrkXiBDzpbAyw5RkQ4xxDUqsqobDiCoRA/3PBDGuw1CScqwmpwm8fGvc/XccXa9SO29ziWsSSRxDHB3gzdVSgaE5ruKvHZMi5xXUOGIJxbt4rAQr9dTHaGAjBuGXx0vyC0J54DX3hKrNjpqhT2Ho4WMQFK+DtYI0IWp14Bl/wR3rpDkOBeB1j7nyXW2vjj50yHnmqYdg3BoIGO155ISFYDgkgHVLeTlG1rufS2b3H1WZPh5S8T8rZRZ9Oyt1vH3i49e7t0VPbo8CuD/84a7Foa7AFerQjA2l3Ivy1n6tQyZs6axaxppcxy5FA+YSyGsFe1vak/OBJAgap/QcAh/LmVALRuh1k3CnLZ54iqqRMh1vJj5ldg+X9HldUQJbRH62F9CmCgNcad50+JI3K/ee5kAKpabcyfmD0ohHG40MMwYbvrkDWiNB5KSRvrYT2QQJZlmaduXxwXtjhQBZ6Tbowjd2PtRYCEQYhD2WWE+xkmmOeMM+P0+MnPNMaFR76w5TA9Th+9Th8XDPCcDv9G2HXISnaaCKD83U3zuW2lFDleRYsDX7+YzhdSqWx1Mmt8VuTY2/vV1p9V7+nwpECGQfpME/PHg5N25Q8dOgTApEmTuPjii1mwYAGzZ89Grz99Z+ULslP436/O4/0DLfxq6356PX6QJKweP1aPn+lp6XjebKXVKR5Kfb0BKn7fTsHsTHwXBKhziPC3kKpS5+gkQ2dEeUnlQEN75BgVf20nNUeP5vKxfNgZXjIk8Y+dHjKMGTxyaQop+pZIfaeuF6dFJqctG01jNJhIUrqQ8yQaG85gwzc+ZP7Pp1J0wRxKvnwDz9u9mLJlvu61ACra9AwKvnANujQt/oCVrbbWmOWhfWTo+zhTNlN+aDM6pX9m2WND3fsO5E4BRxv4xIteKm7+Q/s255cW8xtpIl2qeEiGFNjY0UWWwYhJo2VPTzQU8B8NNiyGFNIOlrB2lwfhzyXxf//289z72Zx97jher3ERVn7XdNvRSDCvMJudrdFgxirJizxTw5IzJrGh3gp2oWKua3Xw3ce3cP7yQtZ2tAlFFtCi+mmZAMuKS2j+oJnebnG+bc0ebL/yMPWSXNqm2al3CCuVLl+A3xwIMCtlLAf/5KarvT+c0Reg7ZVDjMvTodPoONIWHVvrvw5TmGMkNdtEe01jpPzI5mZyUnVMn2Ch+cNDkfL6mm60OpnC5ePZ0O6AfuX+XqsHTaaeJWdOYrPPBqq4Do1eF6SrfHnBJG5dFp2Rm1SQwaO3L+albQ38aV8N7R7xAt7p99Kp8zJnTjYH9vXS3X+OrC4/Vpef8mIzhzud7D8kAj6cngC//3cl7+5oodvujSiJA8DT79fy5rYmnvvRqsjLjk4rc83yiZw/rwi7209Xc00cWQ3w+0c2sH3z4cjn7Zub2LO9hTkLi9m2KVp++P+zd97xcVSH9v/O7GyXtqnLkqxmFRfJuFNsg+mQQksgkNBfkl9CIAkdwkujE3hJgCSQ0CGBJBASuqnGDdwlW8VWtXrdJm3fnfn9MauVVpKxCfZLyNPhwwd0NeXemdHcueeee06rE0GAqkW51O4Y935r2TvEz296k298cxknnVGeKM8rsHHdj0/ktXeb+dXbe4m61Db3+SP0ASuOyWdgWzfuRrXc4w7yxG8+YtMHrXTud+OPty3mi9D/QTvzCq3IZ0UZ0sTvswba5g6RWqpnaLOVD73jKvnaNicpBon7v7mc6uI0JuORX25k0wfjS6xb941w8/de4drb1jCvOidRXrkgm58+cCatTUOUlmdMOc4MZjCDGfxbwD+oktVyVP1vYAgueRcG6sGcoYYsjtl87F8P/iG4YjM8ugQGarFFw1T4XDSabXECOApf+StUnKXuc2+6qqLWpcIXfguPLlLPG/GhEgwyHklHY4qdmCAiFhwHhmxCPUOEWhqJfQKhVhgYQaMo+FsaCQ4OIebOQpu7EGH/+inbCsjcUf82nllLsPTuwiuK2KJhFEj4ZssIIAjUmay0tb/H73veY6+rEb1GTyAawCAZCEwgwUWERLhhYqA/gawWEZGRKbGW8mjt76aonUVBkyB6xxS1Fp2FH228JUG2flLwoifkSXhWt3pbMEpGQrEQFY5KblhyE4oiJ7y0xzDXMY8UTUrSMRqdDVMUyB3eDvxR9VtKRub2Y+5iQfoCBEH4REsKQRD4+bF3cPP6G2l2N3Hrxpv55oJvJY7lj/rxhUeT2lWQWpBsK6K3Yp/zEulpDdgdlSgsRZg2cWV6TLb3OBQP64NhoiXHwTDZJ/pnX6mipsOFrEBNh+sTbThkWeE7T6+j19aAIKgTFq6ga4qXuSiIKLKZ3Z2eT23v8WnaMoMZ/NOw5kN6JeJAnRp4a80/8LYhL6BAwXFqH3P+y2rY4qvfgtYPwNuu2n/UPgurb4Nv7YKXvg6NL0NqjjrxaiuElFxVMfz118E2Gx5dqk6WitpJHtKTMmuGamD2KmLGLII9Q6oNSBIEzlzfyBSs30vdly5Am5uDJmcBmv3rqXBEqXBEOb9MXd0TicFel5aawfi/QzoanRIxJfldJCvQ0NhIQ2MjL8TLtKKbyiwtVU0/YeFRS6gaSaPcPIQkAv445yBH1faZM1TrFFE8OLksCFNtQibic+xhPdkawxeKJYjcMfXy3l4v1bNVMnuihccneTILgoDFpOOa0yqSlMYH8os+mN+yKIrk2E0ASfYauzvdVBXYE9YdZr1mir3IZauK2doyxEgwyis7VC5pLAhxMkE6sV2LCu38+huLuOaZ7by8vZvCDDOP/9dy/GE5oYKuyLEwOBLi8tUln0h6Ly5yJNTlY5iXZ0GvEQjFFPQagXl5FpIrk/xjLBajbcBHUaYZzcE87o8wDhZYeShIMUgsKrTzYb2fVXPt/7HE/GfBEbsiL7zwAlu3bmXbtm089dRTPPTQQ0iSxIIFC/jjH/94pE77vwKrVUd4mrBF32iYyMjUFGFPV2DaQD1vJEhk/zTHGQoTGplm+6CCVgxNKUeQIeCbWiwoDLWq5bvveR5rWR6pRblU3fkj/O1NaF+1I2i1FH/7B2hT9UiGIAMjycE7YzDLvnGyOqlSgwmyeiIylUH85Ewpd4aC6DVTHztXKErn/inFeAMKDf1Tl4LFFAhOE4InI+DVTf/C6BsJJMjqifAhE41Odx8ihOWp96HNGWGwb+p9Dg5ECDK13D8URAxNPX7YFyHiDE4pj0ZkPMJ0wZzgNQkw+TYIApJJnH6m1qKdNjozIEenWIMAjAYj+KcJNhx0B/D4p7Zt0BNEUSb5jgJWsw6rWcfgNC5AzqGpz2okIjM0OLVcUSAUjE4pP9BxALQ2A9NlPI5GZSLhqb8YHvYlyOqJ8Ll9oJnmGulCDE5Tp9FgFEfq9IM55zRti0VlPO7JdjjqoHCGrJ7BDGbwb40JthfkHaMGVj21Bjo2AArkLifJFxQFnjkJhupBl4oQ9nFHRIfH7cfWsU3tv/5ynrq0+9IPVLIaVBUYQjzwKoYaNCWAgkp6j7poTLGzRJ8OssjI7u10600ExfFBzC233MIVV1zBY489xp133olGUVTP0WiQrsY92PNPYkvlmXx5/3qmW3guAvbubQDYZUBrxq3EaEyxIwtiEtl87Z6HE99QY2RrKBqi2FxAq6+D4kiU/ZKYnPw8tv8EO5ASaynNnqZxYjuOSvvcJLJ6TCldZC2m1dOCgpLwthYFEYvOMsXL2qa3McdellBuh6Ihblh6E8uzV6DRqIPcuWnzVCLYXskNS2/CbrCzY8eORD2mCxuUFZnf734ksY1RY2R+2vyk8x4woFCR6RrpotndlCC0LTorJsmUUFgXWGZP8Yv++bF3JCxD3CEXDc76KST6J9lkTLnXE+w9BIRD9ng+HJjsE42iYNRJ+EJRjDoJ2wEUV7Ii0+4apK4jTKqUizalh2JrGfdtu4dGZwOVjrlJausD2Xt8WvuRGczgiEAU4Ztbqd/4OguOPePAdiCQTJDmH6P6Tb9xNdQ8Fe9+YqCNT7TJCrxzIzj3QnqF+t7VSODvB1cLIMMLZ8NX/6au6BEElawWdTDd+HcMGXORZYmR3TuSV8lodEwJDp6Akd3bMWevQZMxV53UnYAoBnSaGAvSZRak+/l6pVoeiArUD0uqCntIJbKb3RLKpPNEZIHa3ii1z/+FZ5//C6DDoMlhXnqM6swY1dki1VlmSsw+RP8QrLsdTrv/0Ow7JtuETP7dJxHa/8aYzhpjjMidTAyrdiDqc3koPtFAIpjwo5Zhsi0H33YsmHFisOHB6nzVyXN44I297O50c//rjXzzhJKkul26sggEgQFvCKNOo/pyH6AOk9t1QmUW7UN+jFqR9kEfA94QOXZTUnjkspK0RL3HiP5fv7WXLa3DLCyw8+DFi7GYpvYvkiTx7i1rePG9LZy7ZhmSJCXqsKPdRabFwI52ta4mncgXfrEOtz+CzaTl1etW/8tI60MJrPyURzxsdft3RE1NDdXV1f/UvkeMsK6urqa6uprVq1ezZcsW/vSnP9Hc3MzOnTsPvvMMDjtCTi8brvgFC268gOzjq7EvWohu4wgIYMwyQqgLhreg6KaSzDOYwQxmMIMZ/F/Fl7/8ZYqLizn66KM5+uijyc//BMXX/xUIAlzyvqqk/uv58D8FcUI5jt5tqt9nzzaVSBDEcUV2NAD/rwYxvRK7bwCG9sLTJ6j7hTyoWRxW9f/1VkjJmkAEyJC7Aro/QgDuaPkYj6TDZqokkiMSDfgJipqkAfwVV1zB1Vdfza9//WvuvPNOtdBeRGx4H+FgEAfgNtvHbUkOhogPGyTIcn0shl+jgXg4IoqCiIJBgaCooTIS5rqtTyNkLcTW9TG3Fi+hMcVOhb2CHyy9GV9ohN/u/BWNI6oNR5m9nGb3OFktIGCUjARjQcJymJgcQ9JISUrpFk+zqpSOhhJksDvkTqiuKxyVXLfkhoTn9d0r7+Wm9TfQ7G5CURTu3nonJsnE06c/hy/i445j78Ib9h6Q5J0ubHBMQQ0q8Xv3cfdOUZrdcdxdqvJ3wv2ZSLwbJENC7e0wOnj2jD8lCGlRFJMIfFmRuW3jrQlV+VgZQIm1HKvOOsWG5OfH3sFIeOQzqaaPFCYTyaIgEIyof1PBSJT97kGKHJmJesuywrAvyAO7fkKjs4GcuXn01p/DvAIdN54ynyvfvgyAuuE9uIMuHEZ19dd09h6T1d2HYhMygxkcMYgiYVPOJ5PVMB7y9/r31P7ljavjK3tEIAaCDiz5UHoaiIJKbBvT1RVBZz0NL30D0udCxzrQ6GFgN2y4Uw30HdytTmwu/hbM/7pqgRUNATKImnESW2tEUUAOheLlMqDApAyriROnx65/ETngR1EENVxYSoHoaGJbd9YJZHi2TLDyUGGUFBZnRVicFVG9s2U3o6VfZU/xNez6yx3U7q6jpjtAu3cqvROMCWzvl9jeL8FutSxFp2fBLBPVW16hyreUhUuPoaCg4LO9GycT2oryuSCwPykEcaJCeLKlx8E8oMcgyzJXP72NjiEfvU4/Zy3J+0Ql7WSF8+WrS6YokwVBSLL8GAt5HAlGeHVn9xRlsyAIiIJApkWP2x+hqsB+wMDGsXZtax1GFAXue60ek06DPxyjMMOcsBiZfN2ARL3n51l5r66PkVCU/YM+BOC6L8yd9nySJFGapk+Q1TD9JEJL3whufwRRALc/QtuAj9IJ9prRaJS6Li/z8ixJxzoSONTJikM5zo52FzaDmCDm/xMtQV566SV+/etfc9FFF7FmzZpPte8Ru5Pf+c532L59O16v6uWkxAcbOTmff0I0Fpl+BkRCmEZfqwbCyYqMMkk1q0EAo0BsJFlBo9GAVZIZmu4kARlSpxZHJS3TzS9ppPHSkNPLthsfxZBp55SXrkQgQ+1IBt8DWVUCCYGYmi04CcEDPCqypEMICQiTl6xKOvSKSEhObpuIiISGEJMUqoqAVjv9h4lZP/31NminL9dI03eIZr0C04hyRWn68+oOMGMnSRpEjYA8SaGskdSB5WS1tqgR0OimOZYAwnTlgF47fbnmQN9u08moAWEaRTHAAS4dWmDMjXIidHoBTQhik8TXkiQQjskYD1ixac5xgDYLB7j/Wv3028sHGEwp08mrP+G8Op2EIAookwIbtRqRmCwji5Pusyyg1whM1saLgoLMVHU6HLgNumlCRD8Jo4EIKZ+iE/P7wpgOQzhSLCYTjcTQG/7zOtAZzOBg+Pvf/05rayubN2/m2muvZWhoiPfee+9fXa1/PURR/bdrczJZDSpJfcn7KjFgzhwvG/O8Tq+Ep9fEFdpHg84CYS/oUtRl4DcMqV6jpgx1ybI+Jb78GzVQ65vb4dHFqvo5GlbDpZGRjCYMcixJYf3YY4/x61//mscee2y8foMNaAC9wYAC2HyqLzXZi6BvXEk8HWTAI+m4veVjvJIOSzSMR2vgvtkLaTTbqRh1cf3+HVijYTxaI/cWVHFl5SoqfG7umLWUO9q24Sk4lpQv3sMtG2+m2d1EhaOSx055EknQYNXbuHXjOMn6zQXf5ofrrkFWVGL6otcv4OETf4vDkJaklA7HwvzyhAfJT83nRxtvSZDZoJKWV7x1KZVpqtpWI2q4Z9V97Bnaw4823gyoivAbP7yedm9bwgNZQcEddE/r4Tw5bHCiglqv0fODddckzjem7pUVmbu33Jlo8xjp3ehsQEYmEA3wy+MfpNBaqA5iBYlCa2Fi34nk83VLbpgSkgiAIvDRxqP5bus27rigNLFNw3B9wnJk7NzAZ7b9+DRI8qieZDkiCAIPXrKE9iEfhekmlVDIt1Hb6SJn7t+5dsPD4/VWBL775FZ293bjmFuvrrTUdfHMVUcx257OTetvSD7xpG++yfYek9Xdh2oTMoMZ/MsR8qp9UGqO2p8UrITRPlBkWPB1OP7HKoEqy+q/nRvV/mf746oNyGgvGNIg6FTV2D1b1L4rNKL6Yiuoq4OiE1YT28sgElZJ5kgAQRQR9Tp1pdEBMHHitHH9i4gms/rOUQRQIoy/wCRSPDUqWa1JhdjUVcyAqv42pJHiqWPF0DOsKG6D6jJofxdXUGH3kI4ap5maAZGaYQM93qljo9EwbG7zs7kN+Og6AGw2G9XV1VRVVbFw4UKqqqrIycn5596PigJvXfe5CWGcbI0xmTR+8OLFPPFhayI8cIxE/iQLjzH0e4K0D/lJNUgEIjLnr5j9idd0jAx1mHW8WdvL1jYny4rTklS8Ey0/FuTb+OHp5SzIt/Hqzm4cZh27O908dMkSzl8RI9OiZzQYZUGeld1dHo4rz+TaMyoSyu/plMJXn1pOnzvAjc/vwm7SEY3J3PXVahYU2BAnTCZNvG4T1ei7OlzIioIsq/NFuzrciet0KMrk6SYRijLN2EzahMK6KNOc2H5ieKNeI/DyD1ZiSzEc1r59ItF+qJMVB8PYcdbXd7Fy7n+uV/dPf/pTPB4Pf/7zn3nuuec47bTT+MpXvnJI+x6xKzI2mEtLS2P58uWsWLGCFStWUFBQcKROecQRCEd5/v0W/vJhG8VZqYQdMl1BH1oElvoNDHzcT06eBUkS6Wx3gyiQu2wWe0NRjJs1FFbLDJlVH+vi1HRcYT/ydxRm7zOx7+UBFAXOPEHiy0va0CiNfChXc29TClEF1uDj/LqNKO90I561gthpKQg6iMo2hoIm9lnd5KWuJL99O1LUT3DEzP43ooQ372bBVxbTsq4Z/4AHW1kax9+zFGt4LYTOUZ8A2Y8cFHG/7yfw9h8pWVDBwNkVjGQIyIqGbl8mLw26yE89kXNjbRT6W1FEDYHSoxi1RdAohaR2udD17kNBQJ5zNGRZuQsN63oE/r6/H4AMsmnrgeGoTHm+lgG6QYA0IYPefi3u9AjVOQ721LqIxRRWLNBzxgkBZLGD40ayeerjCKNhmTkZOo4pjzEq76c8L4vXa8O4AzJpJj1ZKUZqB11ULXfQ0TiK2xMmJ03DxWdpMKQ2c3Isk+e3a2geimAUNZSKFnbtc1Oyajb6/R6c+91odRpO+WIFXzxvAb0RD39u3U7biJrwW2LJoNfvYdb1FrRbNLS+p/obl5an09vtRm/QYXeYaNmnTjfkVGfTadDQFY5RPsdBz5ZukBUyKzMYshuoGw0x/7jZ9H/USSwqU1BkV4P2KjL487pW/vRBC8FwjOxMI44iPXUuN1XZDlqdXkbDUeySnpyIkWdebKavNcAVp5WTbjUwOhLi5edreO+tJo6pTGN/oYZuJYJREFjs1tO1toOjC2z0WfW0jQTRigLLLUYGdvaxNN3ESHYKDe4AoghHrzTjdwxTImoJt1nYsUNl/efOszGsDXHFSx9yxZJy1pTkHlKn8P1bjueVv+5h7SsNRCIyjtk2grOtbBryUb26EOfWbsL+CBlZKZx/ySIWLc/ng7ea+NvzNYx4Q5gcRoxVWfxhTy8tf4RI1IJWEvGNhvn7n2t59/W9HFvioMMs0TkaxqDV8NXVxZx/fDH7T6/gT49vo73FiUYSOfG0Mr58fhXDgz7+9MQ2Gnb3gwBzKjLo7xnB9Cct9pNMdGap97mg14HzPT/5oRHKy9LY6vKhIFBVZSJlzii/an6HL4Tnszp3DpoJS76vun4Vr71Ux5t/ryccjmFP13HZt4+jesmsQ3r3uEZDPPnWPl7f2snK+dl884wKsh2mA24fDsd48+/1vPbiHvJm27nwisWUlP1zNiM7tnTy56d24PdHOOfCaladWDqjvJrB/ymsXbuWzZs309XVRUVFBUcfffS/ukr/PkiyBjkazvkjBF0q6SyKqjp6DJe8r3pfm9JhsAE6NqpEd+cmNVixdwuEfaq1yCXvwhtx1VxWNUT848fp2gzmbJilKq0BGKxHFGOkLljMrHdeSZo6vPPOO8eV1UBMEFRbEEEgr2I+JjnAWY1vIsxaAee9AL8uBiWGgoigMUIsPtOdvQR5qI5bZ1epCulRF3e0fIwIOCJB7mj+CI+kxxIN4ZV0iAgISoy9cZ/tRrMdz9lPY1diWE3p3Lj+hgTZ3OhsQBKlhIXFdUtuQETAFieECy1FtHiaATW08Yq1lzE3bR53Hnc3t2y4KUHCzrbMxh1yUz9cl/C+FgVVmSyTbJUhCiJzHXMTntkCAm2eVmRkGobrcQaGuWfr3TS59lGZNpdzjecl3frJVhtjCuoObwfff/97U84nKzI3r78xqc1j+5fbK6h3qnV+pPa33Lny7in+0xMV5Q3D9YgIU0ISG5wNhEaziYZN1Ha6iUYNlNrm0OTaxxx7WZLliCvo4hfb7k0KgZwYUngwyIqMO+iCuHXIwb5/JqqYF+SrftsTz40i8L2ntlHT4cKokwhGYizIs/L0d6u5buPDSd7fctQUJ5iNRHw56FP7qHBUUuTIxB1y0+xuUk+qQMSfxY0v7OJ3F5+A5gDiggPZhMxgBv8SKAqayIhKeB5sXDHRFqRojaq4XvNzNSzRVqD2Q4qiqq+H96oToNEwtL2tTlCOdEPesVD/Z4gFYKQHPrwdTr0f1l4H+94AV1PyOZ2NoDGrhPVgPaIQJnXBYobfeWVKeO4YJk6c3rl+L3U/XISoiXtoL7wMdvw+PvEbwRDsVXeKjQCiai8SmyyTUVSyPhaCwUaV73a3gcGO3axjlaGPVaVGqPoGHP9jBkcj1NTWUvviveyq30dNv8jQyFSrE7fbzbp161i3bl2iLDMzk6qqqsTq+erqatLTDyEQ/gAhjLIs88QTTyCKIieccAKFhYUHP9a/ABMVtDvaXZy/IhYPD9TxVm0vW1tVG4yrTy0/qCI2y2qgMMNM+6CPogwz2TbjJ24/RmJuaVH5h8zUqSrekUCELS3D+EOqohrgh6er2U61Haqq+okPW9nepmZCDXhDoCismZedCFyc3M6J5xAEIa6kVtjW7kIQ4OY/13BqVQ7XnFYxxat6zAYkYRFSnIYsy7y1uw9REFharJKxY/XOmKZNkzF5EkGj0fDqdaun9bCeHN545R+2sqoyk6tPLU+087N4TU9H7B/KZMXBMEbML7KNcNzyz2or8u+Lm2++mdHRUSIRVd77pz/96ZAJa0FRDvBm/Yx4+umnWbFiBWVlZUfi8EccoVCIPXv2MH/+fPR6Pc09Hm5+fCvD3vGXuyjAklI7oa19OAeSpbtz5mfRlKqlc9ifVF5RlEr2slG6/e6k8hzJwtXRdmyx5qTyiD6D5vUS5o3J/laajHT8Pz6XXo2LidIJraAn97UBeh5+HyU8rvfWmI3kXLiU/EVDCPEAiTUvnwkIvP7FvQw9uQHZO2EWV6PBeeEXeSHfgTs83kkKwLF6gVPny8QYX74EYIhmYDJaUMRkX95gNJWb3xRpGkzefrbdjM0oUdPjSSrPNhv5xiIZfWpXUrkkGOn2ZOKM9SBPaLNe1DEwkM/GVjeh2PgMslHScHa5mTmFHcSU8WshINK2v5C/rw3imeBdLIoCx5ek8e0vzyM9czxcCGBDbzNvdtUzGExuQ6GShvcvIXo6k9uQN9uGu9BKQ2/yzHh+mol0k46dne6k8iyrga8vyuP0U8uSyMBhb5BHNjbyYW8v0QkK4BSdxFyjnZ27hglFxofmBq2GCxflselvdfhGx9umkUTKjp1Fd80gXveE+ykKlC3OYbDdM8VnuXR5NqE1QQbDyW2YpU2js9NImyf5WlRk2HjgzOXoJqj6t2/fzuLFi5kOg/2jPPKPOj5oGUae0DarSctXFuTwlS/NRTtBae73hXn6b3t4pXGAQHi8zbv6s8lK0bPGW8/ohI8vjUag+oRiLvzGIjLiS5dA7XC2bNzP7CIH2bOSgx0+Wt/Gy8/X0tudnPI9u9KBIit07HUllWfnW7FeaGR/dDCpPMto4YcL1mDTJ5PKw4M+Gvb0oU9xsXTpkmmvy2Rsru/nzud34Zvgm62VRK7+8jzOXD51ArCny8MvfvouwxPupyDAiaeX841vLjukc47hvp+8w55dvUllBYV2brr9FMwph3dAOzIywr59+/hrgx/fAVaxzOBfh5B/hBtPr8Rms/2vntdun0oETe6fjzRWr15NVVUV5513HkuXLsVkOvBk0b8Sh+O6fNI7+4CQZZWINqaPq6bHFNaTl3TLsrq0unMTaM2qii1nIfTuIrFUSJTgG2/DMyerFiIAkgnintDkr1Q/Rjo2ju8jiHDhKwSlIjoeexB/83jQVUwQaDOOv+uLAl40ioKptJKCK67CIA6BdTb85avQ/XFiOwUQLngNnj8zUeaSdFw+bw0xQUSjyDxe916SjYjMeBhjZSTK7fXv8KOS5SrB7XNzZ0SHcMn7uMIeLnvz4oSFSHk0yr3nvI4iikkq4jESNRwN8/U3vkZwAmmhETQ8fupTWPXWJOI4EovwlVfOQUZGROS+lffz+92Pss+9lwpHJXetvCfxN+UKurj8rUuIKTGE+D9j+5XYSmly71NvCSI/yL2O1ctWAxCVo9y8/sYEmT2R7FUUhVs23JRow53H3Y0gCLiCrvE2A+X2Cu5d9QsEQWDIP8jlay9NtO2JU58mzZgcYByTY1z0+gUJT+vnzngeQRCSQxKDbm7+UxO7Oz3My0/FXPQ87d42Sm1zuOu4e7ht062Jet2w5EYuX3spMSWWuJaH6lm9bdtWXgz8lbrhPYAaSnnnyrunJbzHVNWKovDlBz4kJitIOj/p859AnnBuOWriS/evIzbhe0gjCvz9h6u4f9ePaXQ2UGIt595V6v37zhPj5PddX5uDzWBPKOLv23ZPnLzPQJEFtCl9lNsruXvl3XgC0Wl9qj+Lh/WB3hv/6b7Y/9t90ecFn+m6xFW5vvrXMM8989BUubIMnk41oFEQVFVv23tqP3TGgyqx++QJEHSr6uu0chiNh7lXnAudGyDggtFuQANGO1z5MTy2AkI+iPkPfG5RD197adq+B+DM9ZODGFW0bHgHgz4IGfPhpYuh4fnx5qCamiAaVRJbmc6qSgPExv9rSFNDia0F4Nynhk2KEhx1OZz5kHpd/C54qByiQRRBR0/uF6nd+TE1/lnUjKRTW1uL2+3+5Gsdx6xZsxLkdVVVFVVVVVO/Dw+gsP7444/54Q9/iN/vx+/3o9PpuOiii7jpppv+uW+QI4TJBOX3TinjwbX72NI6zPBIiIocC05fmIcvXXpIFg6yLCfsO8QD2N1MbP+Yh/Xj61oSth5XnTyHAW+IjFQdD7yxl3fq+hgNRsm0GEg1SPzmsmWkGCRGg1EURZ0kNUgijb1etJIGUMixm/jdhO3GQiWnUzyPBCJ867GP6XEFCEVlDFqRbJuRRy5fRqpRm/CVHvPOHrtOvlAsoRQeCagczNg1+tWbjbxV24usKJw4L5vrzqxEFMUD3vtDDTacqLAGWFpowxOM8dAlSxLE/Wfxmh4JRPjuk1tJS9EzPBo65Pt+qPhnn/3PSz/0k5/8BJ/Pxze+8Q2qqqo+1b5HTGF98cUX09LSwvPPP8/w8DATefGrrrrqSJ32iKFr0JdEVoOa3+AdCOCbRFYD9A/56AxPJXRaukaJzXdPKe+NerEKPVPKtaFBbB2BKVYjscEh/NHwlFC4iBLC2+xOIqsBYr4AtjwSZPU4FCKdzmSyGiAWY2TQjTvLNGlrcErCFLIaIKL1o4hT/3AN0ghNg1MtEfa7fHiDU69Rny9ASmpkSpujSgCdPojsT25zSA4TikaTyGqAQDSGzRZOIqvVNsgo4UgSWQ3qh7UHppDVAEWW9ClkNUBf1Iu7c2pwYtd+N/3mqX9encP+KfUEdalQXnn6FOVqmsWArFeSyGqA0XCUQCyaRFYDBCMx9u4dTCKrQQ34C/cFkshqAEVW8A34pw0FdA+PMBqe2ra+iJs2z9Rlb42D6oTBRML6k5CRlYIHkshqAI8/gmO2LYmsBjCZdUhppiSyWm0D+AORJLIaIBZTYCScRFaDOpO5/LjCaetUVpk5hawG2N/gnHb7vk4PsWmMgPoDXjzh4BTCOi3DzHEnlLB9+/Zpjzcdmrq9SWQ1QCQqU9/hmpawHuwfTSKrQf1mbKzrP+RzjqFhz9R9Otpd+H2hw05YjyEc9BGaJvhzBv96/M8HnQhC18E3PEwI+Ue462tH43A4/tfOOR3WrVtHa2srH330EY88oobKfd7Dow8rxpTUo/3jPtWdm1QSe6LCGpK3CY9CzlHQXzPB8kNAlkx4njsVm0aPMEZYj5HVCHDq/8Bjy0nywlJkqH8RadH3yDrr63T87l5io96EmtogRwmJGgxyDI2ioEmxkHXWRUhSCHY8Abv+CMo0wVovfjXpx4lBjxWRKDZ7GQzuiduEGJCzj6IuxQaCQJ1Ohyf/6LjPthZbNIQgSuAfxGbOpNJWSoOrkTk+Nze174AnVuK58NUkFbHH2YzVXsKPN99GOBam2FKCXtKzz6WSzxadZYqlRfdod4IUlpG5dv0PMEkm1YZMGDP9mhqEOFHFLSOPq3SBOfYyzKK69HayUrphuD6hoobp/a3HzlWZNpeG4Xrm2Mu4Z+V9id9phOT+XmTqYNIb9hKKqfcoFAvhDXuxG+zJIYlGB7+5dBmDo36uXncJfR5VQNHsbmIkMpJUL1mR0Wv0+KN+9Bo9Fp1lyjkPBJ/sp8FZn/h5opJ8IqKxGN95eh11HRGq8u2J5djzc3KxTw6g1ENVvi1JYV2VbyMtRc/Pj7mT7zy9js27Iny3dRsPX7p0qg/1BMuUcnsF6cNXU9ftJX3+4wiCQotnb7wu0Wl9qifbhHwSDoWInvHFnsE/hbgqN2JIT1LlHhCKAmuvHydFV/1IJauDbtj1hLrNGQ+q6uu296BwDfRuhZzF4O1W1WejfRAY+86PQWAY3roeIpGpZLUpH/xdJMRicmjavmcMr60sT9pdk2Kh4Ns3oNEEqf/bXazf+DF7ur0cnWPiwoq4PefYxvLUYHb0dnVlk7NV9b+OhdWyiE+11PLsB8ms9pnmXLW/dXeoavOxA0eCCPiZ5TAw666NnG6wgSCgyDL79+2hZm8bNTU11NbWUltbi883dYzY3d1Nd3c3r7/+eqKssLAwQWIfd9xxzJs3b9oQxoyMDK699lrOOeccAK6//npefPFFqquryczMZP/+/TzwwAPU19eTnZ3NmWeeyTnnnINO97+78mM6S4qrTy2fQiIfqoWDKKpkr3o8Ycq7U1EU/BE54Y8tCAIWk45rTqtIEMOX//5j2gZGMeo0BCMydpMWFAWTTsOS4rSksMhYLMagN4g7oH5HCTEZs15iaZEDs17Dr95sZGurk6XFKok7RjJPrFeKQWJpsYOXtnaiAOGojGs0xGMfNCMIAjvaVduPjiEfdrOO7W3OxHHGrpvFNH7fRgIRdrS7KM9JpaHHS02HGhD5w9PLk9o+8Zocin2IoigEIgrv3HwCdd1e3t3TS02nl8VF6vjhcHhNHy4LkOkw+d7/J+InP/kJTqeT5557jt///vece+65HH/88Ye07xEjrF9//XVuuOEGYpNNb/l8EtYzmMEMZjCDI49URxZi9D+zs57B5xNr165l06ZN7N69m4yMDFasWPGvrtK/J0zpkLsEureqyrYx7+oxyLIa0ChHAQFyl6rhjHJUtfz41i6VdHv3/41bbuyvRYxOHLQr8IcloLeo6uyJ5ry7/4hUuAZT5gIKvn0De954ib72FgRFNcfQyzFmhfyYSivJOusiTJkpSM5dsPtP05LVAqgkwKSysaBHSzSC89u74JUruc+oodFsp9BaAt7W8R2+9Bii3ob9xQuQOzfhLjgWmylDJXVX/QL3E6u4V6dwxbw1zPF7uCPsxyAZ8Ef9GOQoKQ/Po2P2sTTaLMjI7B9p5w+nPIEAyIoybahiQWoBJsmEPzpOtIz9/2RiVVAU7lj4fVwaLSjw3ff/X0LBXGgpYq+rkVLbHO5ZeV8iNN0T8iSR2UXWYqw6a9J1EgURq96KO+ROsgz5+bF3TAlRdAVdCIqqUm5w1lNmL8c6jWf2GLne4Kyn3FGRFHylPl7jJGpAGSQQG39uCi1FCRX2GLxhL8GoOikfjAbZ7xpKCjU8EGRZIRY2UumYm1BYJ0jnidspMjetv4leWwOpUi61refy9x+sRhCFuIf10imk/hgJbTNqcQci2EwS7pCbWMRIXUeUmEySx/REgnnMCzymxGh0NTLUezRK1ERkNBeDpY8Sazmbd0WmHOPTYjoiejrM+GLP4J9C3OJDW/8azD1T/fmTMNl2YtWtKhm9549gzlItpEJelTgNuGHdz1SCerQP5p4HXR/F+62PVfI75AYU2PcScZ1zMvw9IGjVbZSI+v+7/4hUehqmzHIKvn0D/S8/h7+lMdkeRBDwZRXwkTGD5oceYvO27Qy6xoRQJl5qNrE6L8isVE3c03oMIkmTs6IIl62H926Bnq2Qdwyc8DNVMf7iN9Sw4tE+yJirKqwFEV44WyXzT74Xyr8Etc9Byiy17epMJigKwtrrKWx/n8LCE/jybaoaWo7FaHnqW9Rs20jNaBY1bgt1dXUEg1MFTe3t7bS3t/P3v/9dDXd9+GG+/OUvqxMOiqJef4OV4uJiiouLCQaDGAwGLr30Ut58803eeOMNLrnkErZu3YrX6yU3N5euri7uuOMOXn75ZZ599lkkSUKW5QMqlA83xsjfMbXzGAE7RiIfTPU7UR0MTCFfgYTK+ddv7eXDejfbXY1Jlhtjdeh1+Wkf9GHQingCUTJTdbj8Ec5cmMu3T5wzJZSx3xPEO0HwlGnR8+uLl5BjNzESiPBmbS/hqMybtb18dXkBOXbTlLYIgsAVx5eytc2JSYK6Hh9FaUa2tblAAIdJR02HC42oWo6kGrWYdOIBSeaJVieiIOAPRXhlZzc1+534A8EpbT+UYMPpSO3q2Y6k6344iOYDBXN+VozVf329hx3uvf+0AvzfHf/93/+Nz+djZGQEp9PJzTffzObNmw9p3yNGWD/66KPEYjEsFgsej4fc3FwGBgaoqKg4Uqc8sjjAg/O/8jh92of2gNsfoPzTbv9PtFpgSuZLvPxAdZp+hwPW6EBtOEyX7sDn/fTHOtDRDtSGT3u1D1sb/olLevjqeqBrdHiO/09UaPoHOPHLw3DuAx39MF2jf6bzO/Ae/3kd6QxmcCC0trZy9tlnc9tttyX55f3HQZaRQsOH5hs6zb48tQZ6tiHPWobn/L9iG+1HSMkaP5Z/UCUPQB1En/+SSmB3rFdJ69e/h+ekO2gc83xOseNBwY4WJq9kCU1dCUM0CG9+D+1pv8SYXU3ZJd+mcHCI/voaooEAWqOR2eVzMWakI0khlax+4xp1P8bDFG3RMIIgoigygqBR1du6FNVfGxkRsEbD3FKynPrNN8GYl6cg0OptxagxEowFqQyHsf+2CvKPQf7G29y64UYaPS1UbLxZtdAQNSgX/I36tZeCILDXZOPGnfclVMRBAa4vWUqbyYhR1BGMhSi1zcGqs3LbpltpGK5L2KPVDe/h8rcuocxezp3H3c2vT3iYnpEunml4hhZPMwbJQCgWotxeAWNEr6Ik7Fl+UbmGRp2eMns5F1ZcxPy0BQiiMG0gYYI4Hq5HL+lp97Zx61ibJoQr3rrh5oSa+u6V9yIIArdtHLfk+Pmxd/CjDbdQ76wDYK5jLnNsZTS59nHj+usT+0y0/FAUBRRoc7dy+VuXJOxIxkIIx0jUBy9enCDtjRojv1j1AApKQoFcYi3npqU3UJk2l0ZnA5pwHt94aBdV+XaVgBWUads+RtbWdLioKjiHxy+4PhE+ObmP9YQ8tHj2IggK2pQe5hVoSUvVoyjg9KnE+mRF9kSVs92sTarvgvzz2N3pOaDH9ES1fIWjEldOLrs7PcyOXM7Nq7PITy3gu63b2NPbw/yc3KRjfBrrjolEdE2HC6dvmpUJHH5f7P90e5EZxCEIcMp9tJpPYMGxZ3w6D+vC42Hd7dC7HRxl6qdq3tHqBKcQJ2b3r4PMKvAPwAm3w4c/h+2/U32ttZNX2E734R+LF8d/p0QgGoFXv4X2tF9izqqi4IqrCA4OMbJ7O3LAj2g00aq3cNFN/80nObEKAEp0UumkVblhH3zw3+rEcM5ikPTw7ClQsBoKjoG6v4LeDEUnwdHfhxfOGSfz37gaerZDWpl6tvxj1GsD0/hNuwEBUVGYE9rOnOV5nOcfgktfJiKZ2bdvH7W1tezatYva2loaGhoS3rSgknD19fUqYT2NNUg0FsNgUFfArl27llgsxqJFiwA455xzOOmkkxIWI5s2beLKK6/knnvu4dZbb0UURfx+P8899xzPPvsssiyzYMECvv3tb39qq4FDwYFUvtOpdD+JoL5sVXES+Tqm1N7a6qQq38r79f0EIiqBPBboOJEcHfPBbhsYxW7SYjXrWVmRpaqTw1NXb5v1EpIA4fgjt7Q4jRy7uvJ3NBiJj+QUAuEY1/1xJ8tL05PsPMbes6lGLYtn2/jLVtUne2fXCOctyUWSJN6qVW0jgxGFTIseRZZpG/CxrXWY9FQD21qH6XMHyLYZExPXYyr1R95t4tVdPdiMEi0DPiQR3oq3fUyVnWKQWFRoZ2ubk6UHIJsP5Ik98f6MnfOz4kD3/bNgjJS36IXPpAD/d8eFF16I1WrFYrFgNpsPvsMEHDHCuq2tjRNPPJHc3FyeeeYZ3nnnHb7xjW+watWqI3XKI4pj52bx7TMreebdpsTy/Hk5FsSWYcoqM+jt9jIStwwpqLCjrFQ4RjDRXCMz4FIHQ3NmmfnOqTJaeyZ/6QrQ41dtONL1ZsxaPc/GqviK0onBp74QZJ2Vens5bV+JUr12D+xWlx+KqalYlhXj2PkRHUuOZkhSj6MRJPJdCuklvfScOJ+B9+tBlhF0WjIuWkHwODtGrw1tb2M82EFAQYfU0UDqkrmM7m5BCaltMB01l8XaViJCBq+LRnwx9Y+83Oqg2OTEF5lFitaJgqpg0WLHMhJA1MWIpZhRBLXNAmakqMC9Jwn8bodAi1NVK+WkGrhoURi70csfdzqo61fLHUYdR5dKdPk8FKamE4gNxdumo3s4i3ebYqyqyMQrq+GVkiAhhLPY1x9kQZadugE3sqIgiQJzM238rXaU8xflkWrqQUEGBCzaDEpKhjnnhCze3OTHH7cfqCq3opQM8MfmrXxp9gJStGpHuq1rkEc+biAzbRYRgxNPRG1zts7GYJMBx3IBsd3NUL86U56Rm0ok34JWLxGVFToG1PJsu5FvnlnJrDQTv32lnl2t6vIzm1lHfoaZ+/9awzfPqOTYedkAjIYjPLezmT39LuZl2anvd6kqMY1IeYqNzr2jVBU5qNvvIiYraESBRVUWfNmDVNqyaHl/iHA4hiBA0aJs9uZC8aw8Bj7qJ+BX72fF4nTSTgyS35XJntc9eN3q/c8vS6O/XE96NA3Z5MIdVtVZ2VoL8npYHNPSN1ui26deiwKrmW8uryRFn/yCHZUjPNa4kR6/h3OLjmKuPQcAryfI3/5UQ2h3LwvmpLG7RyUfjHoNVTYTbz66BYMrwMp4wF9EjvFOdyONKU0sXZjOzt1eojEFURQwmyQCQoyi1bPo+aifUCiKIEDhUVlsy4rym4/q+cZRc0iN123X1i5eeGoHxWXpfOXrC7HFwwt39zn57UcNZJ6eR3S7K+FLn5VvJViVigDoa7z0d6l1TcswY7UZCL8XJXWNlZ6oBwCLZMDRbOa3f1nPBZcsoXqxGqzo9Yd56u0mtjQOcHyZloPZVEUjMda+1si21/aydG4GuwZHiURlRAHmzbazdd8gj73ZyIUnlGLUj7/K51Xn8I1vLuNvf6pJ2KQsOCqXCy779L5Y1//kJP74+Db2x5/VsSDMjKyptjkzmMF/Kk4++WT+8Ic/MDAwkBhsPv744//iWh1mxL2lqzo2wt5jp/ef/iT4B6FzE7Ic5VaDQuNbl1Dhc3FHRIc4diyDAyQjhEdUAtiUri5nHkPnemxPrKJizPN51IUtOlXFBZPI5VPuh7XXqr8IuOCVb6FdcCFDS67AWJBBVu4aBAUkZCxyAI2/FWpfVJXVE8jqWyd4Td/R/JGqrVNk+OpfYc4XYbgRfqcOhj2SjsYUxziZMoGECMthfjXkZHbXZnVAuH89HncrjZ4WYkosHmjoRBQE7t12X0LdhiDQ5m5mjqOCva69yAi0mmwgCPhjAUpSZ9PsbuLmDTfQ5GxEju8nihpkRUZBYa+rkYtevyDJ67rMVs5dK+/BG/byi233cvnaS1V/7IXfR+zchEcUaZREtW7Oev57048os5dx98r7pvV0nhiu+IMPrk4KAxzz00ZREtYme12N3LT+Bm5adsu4AtjZQNdIF43OhsRxG12NyIo66Fb3uR6NILHX1UiFo5Lrl6ghlTJyQj09NYRQVfN6glGePeNPSWpuV9CVOP9eVz2Xr72MuWlzue/YR7jk4dqE8njYF+SBXT+ZNoxxjKyVFdjd6UGQU3EcQDU8FibZ6GygxFbOfV8+HkXhkG0yJiqm97oayGaUv/9gFWmp+mkJ28lWLMqxJNryg3Vx65FShfS0RuyOShSWqp7ln9K6w2HWsSDPyq4O9Trc9pdaLq+a+q5QFPjpuQvwBCKUZKZ8JpJ5xl7k/xDiFh/F9a+B7/2De1gLwrjthKLA0ydCag54e9RVPF2bVcuQU3+hEtLRCHRuVBXIBqsazhgNAgJEJk+EHohcnrh6PO4hHe97pAVfQ5p7HtrcHMzZa1AUAUFQ+Nszzx+ErFa45gM7R2WGWZAeYWFGhLzMDIRAH2hMcWsSETQG2L8BIqNQ90e1TTmLYfezYEyDyAiIOlVhvvo2lbAfy5Xo3KRem9FeNei4cxO8/j3VMsVghdnHQ9s7UHQivHOreu2KTlCvTedGSK8EXSra8Ajz5s5l3rx5fO1rXwMgGAzS2NiYsBIxmUx8+9vfVhs3TfiiZLTh9/v57W9/y6OPPsoJJ5zABRdcQF1dHaIoYrPZiEajhEIhjjnmGBRFSfLX/tKXvsTAwABLly5FEAS2bNmCIAjcf//9CSL80+JAXsmHovId238iQX3pyqIkIvWyVcVJSl9FURIq56GReJ+txDVSipJk2TGmOv71NxbjC0XJshrwh+WEf3Rth4slxWlJhHOqUUthZgptgz4K0kxcd2YloJLoW1uGSEvRE1MUXKMhMi0quXz/640JL+oxYl4QBE6cn5MgrAFOWpBLcWYqW1udzMlKoaHHg1YjoBEFfvbyHkRRYNAbQKMRufH5XVOOZzHpuPbMShTgnT29KEBMVn2+J1/TcCRGLKZM+/ejKAqPr2vBORpieDTEaVU5B1RQHw4f6yOBMdX5+vouVs49vFYj/0544403+OCDDxBFkYqKCubPn89FF110SPse0SuSlZWF0aimoLrdbnJycnjyySf51re+dSRPe0SglUS+urqYU5fk8dSbe+na0UP/unYA3IygN0jMPSqL6DyZjqwxH6wR7MeIlDlncWyOwCkLBhN97m0VsN6ZzTanTLN3kKGQj/3AZiWXr1rzKNVFWItESFYgTUPX16qZd0w58/Z2YjHtR6QFBqH8jU5ySqtwFpWRu+UDdB6V4C2a5yRrTiEDrixMF2Yg5iooxHBaQJsxH2tbAHk0hhJwgtyPgX50xXZClmqMaQF0dEAMVte9zhKjlbfnnY4hXUuqVvW07fINoxE0FKXOIi3swzDSoTYsMIjo0RBLn4egNaKJDiEAR2XCb0+Ft9oyGIpEOL60GUmjvpRuOnGAnV2F7B4wk2LrBiHKUAiGQlCYko4UM/DEx1GGfOrLvG0jHJWfw4I8kbf3hOn1qmTqgC9ErsVIdoqJbq+P2j41IO+XH0BpWjZfXyYgSV68kQEQYX51G3PKjOzYNQuvZRSnoYMAsK53hC0D7Zw2q4oPG71s6VQD9dpcoJcMHFNuZ7QfNmweRVHUQZPGpmNemhVzaiofu/3IrvGlqPMKbayoyOQrq4oT/s4PfPtoNuzp45WP97OnzcXudrWutz21nYUlaaw6OptnapvxBNXB/KAvSIHVTJrOQHvDCLsahgEY9obIthspmGUkmjeMW6veh9H5AWxzDKTtsdKWAusJgQJ9pgi2E+0sGdGSNi9AONep6tasfirLNES35NChSHyk8YMSoq0lhE7Sc0yZDbE5xL6/DSTG5cIWgWWn5rP02AK+NHc2mknkxusde3g12EYsqO7wqz3vs8CRS8n+DP7x7G78cdKc7hEWVWagzU3Fs6OHnt3q9X784Y945/W9nPytct701jMcii/Nzu+gKicFqTuDHiXI9g1RUGBDapC0U9KocmnpsilsIAgxeGlPO283dXNpZTF7X2mlrqYPUMMJt27azxlfXUCNJcz6drUcDWiXGVkWsBPRwDadHzk+MSMulFhSmU9qb5h9DQPjXtFbYc4XMzDkSOx9boCBuN/bAz9/jwVH5VJ8fCFPvdeSmN19bjPs7N7IzRcsZFb61FnGxrp+HntwMwN9cW/5dT7KslMwVWfTMxJMPC/PvdfCG1u7uPqseaxaoE4GaDQiJ51RztGrinjj5TrmVGYmSPNPi4r5WfzkF2ew8f1WRrxBTv5CxRRv8RnM4D8dt956K1dddRUPPvgg3/nOd/joo4/+1VU6/IgTzoISO7D/9CfBnAn5x+Dp3Uaj2U5MEGg02/A0fIjdPwimDHhytUpWg2rnsX99UsghJFtu2KLhaddyJJHLoy7uyDsOUTJDNP4+joYQdj5O2a4neeTobyJkzCVPljmzrwXx5Pvgif9SrUgmQCWg48pusw2P3oIt5EUQRPjzuch6K55rmrDlH4fQuUH1so7GqI/36XMjUYKOEvb7uik151Kw85UJdVewaVMpD4eolzTIxLjqvf9HIBoYt6iIk89z/B5uPO6/uGLj9ShjB1AUSqIx2r1txASRZncTRX4PbSYLFT43N4RE7jQo7IuT2xPJalD9m7tGOgEhiTD2SHrs+cdg69xERVSmQSdNIL73cuOH13Pv6l9MGyQoCiKzLbOTFL0WnSXJQ7nUNod97r2JOnhD3qTtC1ILqHBUJhTWJZZSOkY6CMlq/fe59iVCIFViW0jsr9foCUaDU/yfx0IIRY0PjWCn0FqILCsMj4awm6yUWMvZ62pAZQUUGl2NpJn1VOXb4/va8E601phkoTKmGq7pcB1UNRyTZTV/RED99hPA5ftkm4yoHE2Q7Da9LVHfyGgu9Z1RBFGIK7RD0yqNx9TeY4+UpA0m2tLgrAeFxPUca9ente5QFPjhmZVc9shHiX1Gy5MnNmRZ4TtPbmXXfvVbZWGBjd9ctuyfJpln7EX+D+HTeliD+rCP2U6Mqa0LjlUJ1zGSNOCCJ9fAUJ0a+BsNQd9uaN8AogHkIONBhhIQVcnh2PSTpuOYQF5Hg7DzCdj1FJqCY9FkzAWtDeQg31yWyQt/NtI+NI0vNaAgsKlXz6be8efaYZCpzsymOiNEdYaG6vQwWVlFkLccdj2pTvpG/OBqVzMhogGIhUBUfY15/zaV3J61DE77Fbxzo3ot8uLkddANOx9Xr8UXH4lLvAXV63t4n3rtWt5Ry/OPBf+QqtLu2qyq2Vfdpl53QcBgMLBw4UIWLlw4tXFJKvgTwGDl1Vdf5aGHHqKjo4PLL7+cG2+8ccpukiQhSRLXXHMNsixz4YUXoigKP7v9Tjo7O3n44Yc56aSTEtvv378fSTowtfVJ4X2f5JU80bt4Qb4Ns14z7THHiW0dW1qGCUViCSL11AWqGG0ioTwSGFc5i4LICXOz+GhfL6vmquO5iZYdl60q5sn1bWxrHaaqwM61Z1SQYpD4xWsNvLqzG4dZx9aWIe5/XU4QzpeuLGLQG0ISBZyjYXyhGIIgs611GF8oxvBoiFPmZ6OVRPZ0eagqsLO70z0tMT8/z4peIxCKKeg1ArPTTKQYJJaVpLG1ZQhJI9LvDSECRxXacfoi/PicBfzkpT1kWqYn+gVB4OvHFlLT4cIX8hFTF1Alrq+iKPzitQb+vkMlyj3+MFccX5rkiT0ajLKj3UVFroWBkRCXry6Zlog+1EmHT4NDDYM8GMZU54tsIxy3/N+HSD/c+PDDD3n55Ze5+OKLWb16Ne+8886/nrBOS0vD7XYzZ84cFEXh7LPPZnh4GJPJdPCd/41hNetYXejggWd2JZWHglFccgBXVrLfoSzKKLMGOHV+8ge/KMDqNA8v7A8llnQCKILAC6MKKzJTCEWTO7W62QaWBUOIg8nlluZaLN4AxMnqMZh0A2RcuZyALTksMKIPExz0oQSSjyP6XaSWRRAjyeGP5oCHE7x72ZOTnVQeU2IMj/iYFe5MKheIIQ03IqTnT2nz6cWD9OGKq53HcVReOy4hC3c4eSlU+6ibxpYChiYtOdzZGSQcsifI6jH0eAOkm4z0j04asA1H6HAayE1LDpfUGwNULvLyRpcrqTwQi/BBZxvbOpPrGYoq1O6LMlgXYqItQkyB3VENimtqknRdu5ufXbxkShjhcfOzeertpikhgrtahgmmRxNk9Rg6PD5S0TLsTL4Wfa4AlcsFurTJygCvPojhqDRampKfSbcSI3yUjnC6O6lc0cbQLAuza1vyecNRhV31IcyvDiRvLyt0v9HBz69cOYWsBviwr5nYJHXCbmcPPe96x8nqOAYbBimOKfS4ku9bR5uLj7raGdYnt2FEGiVjlp2elgAwHpQ0rETpL0ulaSD5fo6EIry3Yz/uOFk9hlAwyvsbW6irTO60IijsSA0TiKorEcYgI7BF76e4yYMcS25b0yuDpGeaCfuS7+funT00pUhTliLVd7hp6HBPS1jv2to1TlbH4e0bJaUkTPdQ8jPmHAnxfk1vgrAegzlFx3lfP2rKsT8tRFFg5Ykln/k4M5jB5xU6nY7jjjuORx55hNWrV/9nBi7GCWelYyPCdP7TB4MgwCXvY/MNULHrf2gc2k2Fz40tZ4l6LN+A6reZgAzPnJh8jNyjoWczIgL2nGUwUJts/SGIcMEbeP7yxWTbkKdXYo/G+y3HXHA2AgoaRebbm36nkt9ICNEg1DyhDuwnISlMcdSFbey8SkwlyPMqaFx7ORXFi7mjcwMicHvd29y08v/R5G2jTYTQSDt6WWbfyH5unLOCu5s+QgOQoyrAbtj7AZfPW4MsiPgjvmTVoKJgjEW5KyyhSSun0lpKvXsfAOV+D3c3f8yPipfQmGJHrzHSZrKqntdB0PRs4UZR5Ip5k65nHDpRxzUffA8AMe7JqtfoseitcMn7CP5B7jCls3toD7dtuiWx3z733mmDBEG1/PCEPNx+7J14w15sehvukDuJ6C21z0mqww8+uJoKRyWPnfIEdoMDQRC4c+XdDAeGuWfL3exzNaIwflnK7OVoBE1CYW032BMe2HkpeXhDXqJRI87REDaTjp99pQoUmQdqfsrla+O2I8fcyfee2k5tp5vKXAu/ufROvvvsh3Rpn0dr7qMyrRKbQbUBcY6G+NFfarj44Rpy5uaBrosKRyWxiBFFPx6C9fClS1m3eRurVixOWHtMHmDKssJ3nl5Hr60BQVASBLHNZGFegRQPYUwmvMPRCN9440ICMdVD/Nkz/sQ9q+7m/z01HtpoM2rjSmMX8wq0/Pbi49FoxAPaZYzZhNQN1RMazcGk1yDouhNEvywroCiJMMiDkfATLVEmBkOm6pPb7/KH2d3pTvz8WUnmw20vMoN/Y3xaD+uJmKi21luSwxiDXnDuU9XHkVEY2gu/X0zCckPQQVo5+HrVPkJnBxQIRIAYaPSQmgfuloPXQ5HVCdn96wEJRBGDILL+HJlfbtPzwI4UlEOw1nMGRd7vgPc7jImybHMfVcu9VMfyqDZ1U50JDqOoEtUxBQQNmHNUlXTdX1RP66F61Trk9F+DtwsseSrxvPNx0Ghhz3PqaqfB3Wp/3blBnWT29cOc0+Oq7g9UlfbYJEDts9D6DhSf/KlU8L0uP3d///t89NFHpKWl8corr1BSUkI0Gp1CNu/cuZPbbruN1tZWrrjiChYuXMjtf/yQv/79NTRaHU888QQ//OEPmTNnDrfccguLP2Hp6sHC+0aDUba1DmMz6djWOpzwle73BMm06Ll0ZRGhSIzaDhcPrt2X8J8eO+aCfBs/PL2cRYV23qrtRVYU3qvro3KWlQFviEhM4aqntiV5VwOcWpWTsLu4+tRyNqT7WFhdotp2qTVHAHyhaKJer+zsJhKN8d2Ty6jtcGEzaRkeDbGkODeJcD5vaR5yPOdhbMSaYpCoKrCrJHeKjg1NqtJ6bm4qVx5fxFPr29ne5qSqwJ5EzEuSxLu3rGF3l5s3d/VwzbM7WVzk4HunlNHan8tlv/8IgyQwGpLp84RYUZrGqzu7GR4N4RwNcWpVTlLuxNj92NY6jKKoj65GgEBEZsAbIsduYjQYZVeH6pUty2pux2RMnExYVpx2QBL6cAcmHmoY5KFCEARMWvE/lqwGcDjU7z5RFDnttNN4++23D3nfI0ZYL1++nO7ubk455RTuv/9++vtVZe4Xv/jFI3XKGcxgBjOYwQxmMIPDCo1GQzQaJT09nT/84Q/09fUdfKfPG+KEc+1H71B99Mn/nAm/KCKkZqu2BAEXtlhk3MPamK4uW56kqE7CSXdARgUgxBXZx6vLkBMqZBFyFmDLWpRMLkcnTLI665OrBHEyO77NNGQ1fLKyO6G+RqbRvQ+PpMMeDTMiaWkZ6UARBAIaCQSBgCjE/ajtXDfnaH7RtBnN1/4OgoA9GqYyXm99LEZQI1EU8NJqtKAIAmGtnpELnscO3Nm2A1fPx4gI2HKXIeQfwx1tm+mYfSzft0rIgkBzigPv2U9if+EchImK8Qke5AICQXl8IliOkzOBaABPyIPD6ICULERgQfoCjBpjwm5jrmPetEGC7qCLe7bcnSCS71x5N4IgJHkol9rmJIIZRUFMsvAQhPFBmSiISKJEs6cpkRWhKAKlVjXoEYEkD+tEyKS9EmfT2ezu6QUUTDoNgYCB+bN1DDrGSfMO91BCmbuny8P/e2Ibj1xxAi7/MUhSAFvce1oQQBAFdne5kUU/vfVf4qnvLuS+f7Rz1odvMD8nl99cqiqERVEgRS9w1VPbDmhR4fKHqeuIkCrlok3pQQzPIkVK5Ucbb2HQ0cDRReXcs+ruxHWQZYX/9+yb+K1+BEENyez0dGLR5vLbi4/HHYjgMOtw+sLUdrpILX6R3pQeblz/BnevvDtByi/It/Hzr1SRnqJPEOw/XPgTzv71m0TDRryiwDNXLaTIkZlkT7Ig38bLP1yV2O9AmGiJEghHefr/HUNJZgo7duxI2m6MYN4ZV1h/VpJ5bKJgxsP6/wDi5GaT7YssXL76nwuvGVNkj5HXBqvKeNlLVVIWgOjU/c59RiVzg174+FfQ9i7M+QL0bIGUHJW0FaRpfKY/CdEEJy4CP1wcpjojzPfet+MJj4t9HljlwqxVqBnUUjOko3ZQy0hkqhiozyfQ994HrAVAnUzMT3VSnWGnOj1CVZZClUnCIsatpuSYSmJ3rJ+gjj5BJa+jIZWsFrVQ/xfV27q/Ru1yowGovlT1+Tba1MnjsUmA1nfUyqTO+tQq+PNP/RL9/f3k5ubywAMPUFKiCmIkSSIaHb+u11xzDe+//z5Wq5Xf/e53rFq1ipFAhK21jUT9XuRYhPSMLK65Zg3PPPMMt912G6+//voBT38wha1Zr0EUBWo73RRmmDFqBS579CPaB32YdBpsJi1uf4TSrNTE/kDcizrMKzu7URSFb60pZWurk/QUHXv7RhgYCbFwtp3aDhfpqYaEd/WYPcX8PCu/uXQJFqP6fnxzX4A/7NrGokI7pyzIZlu7i6VFDrJtRqoK7Lyys1v1et7dh0YUEAVw+yMUpJu58QsVPPxOM9vbnCwqtPPnjzsQAEkjcOqC7IQK/Ienq4T5rv0uQpEQvmCY12p6Wbd3kNOrcliQb2N3p5tfv7U34aUtCAIajYZ39gzw5u5+HCk6trc58YViFGaYEIGRkPqgV+dbuGxVMd97ejsVORb6PQFGg1G+88QWqmc7uPaMCnyhGNvbnKSnGhjw+CnKMNM55KM4M4Usq2rpkmKQWFachnMkhAycVpUzhZA+UBDiZPXz4Q5MPBKK7f90HH/88fj9fgoLC/nrX/9KQ0PDwXeK44gQ1oqi8L3vfQ+dTofD4eCll17i/fffJz09ndNPP/1InHIGM5jBDGYwgxnM4LDjV7/6lRoYd9tt/OMf/+D+++//V1fpyEAUierTPnNirCiI2E1p4wWyDE+vge4t026v+lHrsTnKEFKy1fOP9kP3RyR5iMpR+OOZCJdv5o6nT8DTsQ5bJPCZImAnemGPhSk6JXXgKKCS3VPU15kLkXu3Q84yylPyaRxpRy9HCYsadHKMgKiS1y0mGzfNO4V7TOmI/kGE7KX8vOVjuvSp5GbM41ajwD6TFWMsSkirp8JaqhLE/kHErs2kyVGVaPjKn8GciegfZLYpg8qNNydsNWxGB/LF73L/+uvBtRcUhdJoDCF9Lq3eFioclciyTINLJfLHCGkFhbu23MHdK+9FE/fA9oQ9PHvGn+gc6cSms2I3OpIGdUo8SLF+uC5hZVLvrKPd006RtSjJQ9mqs3JrvJ56jR5/VF0ZZJAMWHQWJkIluiuoH1KtQbTRHO5bfR+iKCY8rQGcASf1w3WJ80YMQ6TP70/8Xjuay56Wc8gxzyKq7UQTyaPAmk5lroU9XWrGRF23F5c/TEaqERhXLQLYTBI5c/9OSOpAHy0gVXscHbrHsc/tYb8vl2FfVXw/GA0pB7SokBUZUeOjItdCXfM5CFIAIWak9fh+6ob3ANDsbsQb9ibU687REI37tdjn6UATxiSZuPtv/ezpbEoQ4oIg4DDrmFugpS+lB0FQ2OdqZL9rkNpOF7LoZ9d+mS/fv47qAnuCRE9PMbAgZ1aCXC9yZCIIAk5fKNGG3Z1uxPig/oB/K5PU2PPzLIgaH4oydZXYGMHsHA2BAGkHIcIPBRMDKWfwHw5BIKZN/ezp5ROtQt6+AWIR9Z0qSCCPrZSN9zFp5fDxr9XAxtyl0LMNrPnQv0u1v6h7IZ7/JIKoj+//z+HEghCvnz3IlW87aHBqyTTGOLMoSIpO4QvFQRTUKrd5NNQO6dg1qKPWaWT3oMh0uXGdIxo6RzS82jrm3eyh2PEqC4vyqTIKVGeLzJ9/NKYxD+v291UC+uR7VGV2w4uqalqOgSlTnVwe6VYJ7WdOUr2tj79tglLaDR/8XCXw4xYfh4rLL7+cDz/8kNraWs466ywARFHkySefZNmyZezevZvvfOc7GAwGrr32Wi655BIAwuEwKQYt+amwNxYlt3Q+v/yf+xEEgUAgwCOPPMLvf/97/uu//mva8x5MYesLxVAUqM634Q5EaB/00z7owyCJKiGcZqTbFaCm001RhhmzXoMgCCzIs/K37V0IArxb18e31pSyrCSN7W1OTqvK4fLVJaQYJB5cuy9xbogT3cEIr+3qQRAErjuzktFglH3DEfIzUtjR7uKhS5ZwRbx+giBw7RkVRKIx3trdh8Oso6bDjQLMm2VhNBQjEFESpKwsy3znqW2qwnskxOXHlyTV4dozKhgNRvndu038bVsXCuANRHmjtpeMVAOZFj1v1faytdXJspK0xHFrO1zq5OlomGPmZJBikOhzB9TVUfG61nR6EQSBxUUOtrUOo9GIrN3ThyQKdAx3IcsyXz+ukKNm29i5383SknQuXVXEx9t3cfJxyxDjq7YFQeCa0yq4fLU6qTFGnE/G5CDEA6mfD2dg4uFWbP+nQ1EUTjnlFEwmE9dddx2/+93vuO666w55/yN2dU855RTOPPNM7rnnHvLz87n44ouP1Kn+11FansEJp5Wxbm2T+gEHWHNSCaU5SB904EzrRhbVj2yrzsgZs6tAG4XIPsZmdEcCWp5e7yBlVCaU109Qo3Z8elFkaUYaZkkBFPzxQCCNIHBslpVA7lEIG2Wk7v2AaiEysGQNzsw0CvZImPdPmK3ILMW0fS8sKCCQOW5TYGiJodnbiWCoRgmO2wuIy5bDl1ajdPbAhrcYW0Diyi5la24lBkWPhn4Q1PJUUU8ZgD4PQr0kfLw0KWArjXfo7kSbZTSMihJa0ojIbhTUtoUjEu98VExTn5b8+YAhbv+gCAS8eQiI5FqM9HhVhY6AwrI5KRjNI5SJBvb1jauHFhWasNg8VOlM1HaMt63EkcrH7QJLmUVe2nhogL/HSuPrCkUlabTlDyfetrkmE2VWgQKjiVdq/UTiTXNodWSHTeQWm2nscBOKqvfZZpMoPypESkoKWz8I4x1RdzAaNJRX2fjD9r1cvrSMNJP6MRGOxnhxfTsmvUSmzcCAW22DKArMr7ITkxRmWUx0T7A8OaEkh1Py83gm3MSe9nHLi7IyK/0jkOHIZJBx2440IQ2PV2Jupo36AXeiPE9vYrBBi7lwFoZZPSDGP9aCKbTXWlig19AQdhONL72xG3TMspoxnmti6M0uwj71fqama1lxmYONA9tZllGFQVIHEjE5QsdoHWfmG3ijPcRwVL0WGkXEPpyLb7aILajg7laXXAuiwMo1JSw9uoC/PrcrEfAHUPaFDGK2GHmijS7feBvS/Bm4WqHMYmE745htS0FWZOZl2qib0OZcixFFp2PWGQX0ru1EjqptcxQZyT7LSLqkY/PeAOF4uV3QML9HA1qJ7fYI/rg8wiyIHDWsRVvioKfTkwg11GpFisvSkWMKsaiMyxn3vNYIZK/IY0Qvkesw0eMcv5/zCm2s3dFFXoaZinxbonz7Rx207huioMhOR9v4fc6al4FXJ1KZb6NhwlLb2Zlmhr1B3tjayamL8w57EFEgEOGVv+5mxBPi3IsWYrMbD77TDGbwHwJZlrn99tu59957cTgcXHrppf/qKn3+EPfHTiKfBRGubkNWZG7ddieNvi4qXj1vPKQxblFC5ybIWRInr4G+nfCLDMTv1mEfboGnT0gcMimIcbp6JHxKAcmEHPUneWH/vOVjflSygvqUcQuMuaNO7mz5OEl9rXy/k1t3/YJG117Ke3dQKgg0mW2U+dz8vPkjLp5/MkFJC4JAk1aH55mTsO//EBm4rWQ5jSkOSh0VNDkbUQSBoEbgl+4RZtc8hNC2Ay55b7zt+ceoXuKCAClZqhJ8QrCeIAi4IyM0elpAEBAFETGjgmZ3E3PsZfzsmNv5700/QhRE5tjKuGHJjVz59uWJgMab1t/AXSvv4baNt04bMjgRPtlPo7Nh3Hc7jh98cDVz0+Yl9hsjYceCGa95/6rEtsFYMImoBXWwed3i67l87aUIQFTbgzfswWawJzyxKxyVXDn/m0nn1ZoGJjp2oU3ppSJPy96Gs5BFP6JswnN6lLvOr+aL9384/hhM92wA3rCXqLYTAYWothOf3I/W3A0CaM3diBofYyR3ql6Y1qJCjpP6jc4GyssrmcdZNHQLLMi38oO3f4Im7opo0I4T97Ks8KO/1BCTBYZ2f5O5RVHuPvtEzv7lhimEuCAI3HHu0Vz8d1W5HfXlkKJNTRDtkdFc3M3nTNlnOnXyp7HZmBh6uCDfxl+/fyzfW3s916xXyf0bCi+dso8oCqRb/rnwsxnM4LBiLPTPWgDOJlDCYEiH79Sp9iCKAi+cA7ueAFFS7ULSymC0D4rWwLE3w47H4geTofI82PsPiI584mkBEI3qZCvJTHOhJcZrZw2yuUdPZVqEFJ0AejtEfCCHEAUoscUosQU4uzQAi79GdOkPaL5nETX9MjWDqgq7blhLWJ7a47U6Y7Q6B3gJ9e9afOl1ynJSqU7fS9X8uSx86vtUut5ALyqq8lzUqOSzALR/AIhqcKM5Sw10bHsXik9SCWujHU67f1y9/ikmFi699NKk76jGxkZefvllqqrUQONHHnkEt9uNKIq89dZbjIyM8IUvfIHCwkIAbr70TN599n846ZhFiXdZVVUVWq0Wl8s1+XQJTFTYmnQigUAgyaZ2MgFZlGmmMMNM+6APm0mLNxDFpNMwJzsVtz+CLxQj1ajlm2tKeaeuj3A0lpj0m07JO7EMYEG+LeE9XdvhSvyuLE1L12goQYJOJJmvPrWcm740D62kobbDhYBC+5Cf/UMKc7JSEiR6ikHiV282MjwSwjmi2nEICEmKYF8ohsWk41trSlm7u4fRuDoaBaoLbNR0qmT4WGDkWP2WFKexrXWYY8oyuPYMNQgyy2qgKMNMc/8oGlFgeYmDVKOWq08tp88d4Mbnd2E3aRnwhkhP1fLarh5eq+mlKN3Er7+xmCfXt3H10zvIM0U4ZaUw5b5N9Kw+FPxvqJ8Pt2L7Px2CIHDzzTfz+OOPk5qayvXXX/+p9j8ihLUgCBQVFREMHiyo4PMJc4qOS7+9nJPOKOeFZ3bQb9ZS0z9CpMsLXZBhy6B8kcjiCgen5s/FoIn/kUizIdzASx/5efp9H16/+mI170uhamEmhRV+NOIo3sgA3ghIgoZcUyYZhjClVg8KXYSB8JoSjJ5qoi39tJcUMKqMAiM4qwrJrJxHYc1utKEADDQjAOaefZgK5jJanIX+/b1QX6vO3gbXIOiNiPMWIp6zBsURQyGEUpGGUHo54e2NbLXm0kAIJToC7hGsOgvpSpgVVg2WUIca0ASgMYNkA5MDpDACIyCPADoQ0/ARYFTuQ44PFgW0aMUcNu/W8+xaDYMelcjbtVfPsYvSsBWE2dYu0u1Vl++KgsCCLDuCLkyKY5T+YDcEQLDCCVmZDDslbGlBugM9eAKAEVYvTGOgz4gS09A4GFfX9ENlZhEnFPjpeg92rB9UQwR3QM5sC9ZTtMwu0+IJD+EM+cAA5x9jprvPxnC7noZ9boYi6n2zp+iZk2EkrSSCK2UQZyyCk1GKTtRh9abjGtbRpfipdTupdTtZ19bLBdXF5GnMPPpaI33xYEatRqC6yEFYF2M0JcqeERf4Vc/v+Vl2tKLIZUvLmJupDvCWlmbwQU0PL25pJ+qQaXJ5YRAYhIrMfGyOID6vkS09XkBtd6E9BR0iWpdI3R4XsgJ1rZCfmcOSZTGcfQY27fQSianbZ9gMZM42oLNq2DvkYU+/2mbb6RmUjWgozY8gl3jwyIPsdg6yz93O4oz5ZBu1tI3sICyrbTslXyCsZLGpXsu+nQqNTvXjTrJoqZ5TSMZImAu+fhQF8Rnn+UflsvH9VtbtakI+RqYj6iSed0hRahoBLww3mPioxcvYEm+jnAJamJtpo2HAnRhKz7alYJBEdJKGun43PUoARMg9dxb5fTFscxXazcO0KkMQhfkVRrR+O1KtQt/HfbQGVGI+36LHviwTFAXnlkHa4iS1wailfF4mckxmcMDH3jp1skCr1VA+L5NRnYb9OpGP48GMGlGgqshOKBLD5fFR1+4GYHvTECcuzOWLVbm8+qcaGveMK8aKStOIaAS82Sls6/VCnOQvyUlF0ohIGpH6DheK4mNPu4u/bWzne1+ex4L49fys+GBtEy8+twuvR/273bKhnTPOmceZ58xHkg407P9sCPlHCUUOnKQ+g/87CPkPYTB4hCGKIhqNBr/f/7nP4PiXwZwJeUdDx0YSa6MVBbR6PKJEo793akhjShZ8/S1oeh3mfBEeW4Hct0MljcMjCP8zWw2BkkwQ9U8NYmz5OJmYzFwIX/sH+AfUgKoXz08OWkyx02VKpzE1jYnEemOKPWEBYo+GkbMX0SEHaHQ3J/ZTAEUQ2We2sSM1k5BGSrSxKBIitWMjrrhqWz2foAYn2kpp97ZRYStl9u6HEORoPPByCC5+F3mwHo9lFjZZRggMqddREBCVuM1JXGyaZMWRWkiTuwkZmWZ3E92j3TQ6G5AV9WdJlCizl7PX1QjAPtde6ofrp4QMWvXWJCsOT8iDSTCpIYnDdRgkA6FYKBHS2DBcP8XveiyYsdIxNxGsWOGoTPKxHPPCFqbQyALuoIsGZz2yooYE2vU2DKKBoBxEL+gpcZRQP8ECptxeyV1fXM13n1lPXYdJ9Xw2SXhDHqpn29jT6WZegRb7BGJWlhX6R/z0eYaZl5ONQTLgj/oxSAZSdZZxQlxADeBEJaV9so9fX3wc+4f9FKYbcYfc2PQ2PBMCG/e6Grjv7B9g19vY7xrgx9t7ErxOMDpO3Lv8YXbHFeCiIHLzaatJTzWwIM9KbaeHBflWbEbVo9Rh1pGRaqAwcgV76nuYl52DLzJCTNeFoCjoUnqRdAEW5MxKIqCnUydPJLJtJglXwIUcM02rhp4Yeri7002f10lI6kAQFEJSBwPB5JyRGczgM2FwkMJ1V0DB25CR8dmPZ7BC/krY+ypoUyFrnmr7EfWrCmxPF7j2gUanKo5NaRCNwrlPqjYYg/VxGxARkKF9HZhmgbcZVZQ19v6Sx7cR9KrAy1qgKrRzlsCGO8Hbzlgfo9fA8flhsM2Bc/8ERiu8cBZR5360sVF1O0FS67DiWqSRHiqsASqsMueXqYOjcExgr9dEjX4VNR0j1OzroHEwSiw5gglZlmns9tDYDS/UqBY+WlGiMk2mKtfLwi99l6r80ykvK0NyNsJLF6uq65Fe0JkhNffQ7T8+BSoqKrjpppuQZbXCDz30EGazmb/97W+8//77PPLIIzz44IP8+Mc/5sILLyQvLw+Hw8EHH3zArbfeCsADDzyAoigcf/zxn3guQRDo797Pl7/8ZdxuNyUlJVRXVyf+vfzYCo6vyGRengWNRsMT31yR8LD2hWI8vq6FHe0uFhc5Ev2YxaTj9OrchA/1mAo4xSDh9YcZDUVI0WunEKb/dXwx4UiMhh5Pwi9aURRWF+lZvnghoiAmiFerUcuWlmE8/hCBsMwPT1eJ4O8/uwMRBb0kEokpcRJdHA8izLHQ7w2wYJYFgwRHzbaxuXmYFSVq/WVZ7b9XlWfyYeMAoihw4rwsfnh6OQPeEM9taOGjFjfHzFHJc0VROG9pHucumUWKQZsggkVR5A9XLmNrq5OKnFRsKYYEkZtlNbAgPjGaatASjMSIyRFSDRrahvwMjoTY0e7CYdZS1z+Kxx/CZv7kic6DhWcqisKiQnviXo3V/XCTy4dTse1yufjt5iHuK3Zht0/NDflPwNy5c2lpaUnYAH0aCIoyjYP5YcCjjz7Kr371K6688kqWLVuGTjf+4bR06dIjccrDilAoxJ49e5g/fz56/YGXoO1uc3LNbzdPKc9xGHnupjVTysPRGKfd8ua0x/raZX7CcnhK+TlFGsaIx4no8+fiCTunlC+u78fQsmNKeUwzm1jtuB71tGFV9fL2952waOoHQeeImbXdvVPKCxD4QkrPlHKkVAT79EFNvROUvxNx9QPFDHuntrlwSSod3qlek8cvlOgMDE0pL7Vk0OwdnFKeES2Ik5vJWBY20r22a0p51SkODKvdUyvqs/LiX6e+4CypGrKOn3oPADqbHYQnfzEA6QP6hKI6qQ1LLbR6phI0t56wkBNKcqeU//ajel7c0z61DdkOavum1qnSYKWu1j2lvDg7lda+qefNzDAwZJ+65M2oFThtyfRtrnIIxJSp69We+GM+nQNTk7HvuXIZS8umPntP7t3M5oG2KeWOngI+3p78t7CzNxtzqkTFou4p21dkWBOTFRNRlm0gZp3qQ5sa1DP48NTgzE+CxWpIELoTIR6Tz/6hqYO48jwre7um1mmVSU/brql/bzmrZrNlmvszv9CepLQfw7LyDO6+YtmhVv8Tcfl5zxGLTn2Gf/HIWWRkpR6Wc4xhZGSEffv28cedg4yGYgffYQafe4T9o9x27lJsNtsBt7Hb7VM+Lg+1fz5cOO+88+jp6WHOnDmIouq/+/jjjx/x835aHI7rsn379k8MLvqnIMvw5AnQtUklqpUY6K1w/SDKMydxizZMo9lGhc/NnREdwqUfqEu37zCp2woa5Oyl3GpSDkhIuyQdl89bQ0wQ0Sgyjw8MYu/dfmDVtaAhBtxUupRmk42KUTd3hDTcYohRb56gsPZ7uWskjNC/A1kycmvBPBpS7BhiMUIaDfpYDH+coBYVBTmucpaVGEY5RljUoFcgKEDFqIuoKNBisqPXmglEA5TZy7n7uHvQPH3iuKL64veQn14Tvy52KqIx7mx4DzH/GOSvv4Xn6ROxdW9RwzEveR9EETkWxfPMSVg7NnJr5RoadXpVLX3sXQlrjgpHJXcedzfhWJjzXz0v4WcNahijjIxRY+SZ0//IjzffpqqE7RVE5SjN7ibytHmYU1NoiJPEpZY5dPu6CMQCmCQTz53xPBoxOVxaVmRuWX8TDc56Sq1z0Gq0Ce/rnx97R5KyW5Zl9roaKbdXcMPSG7l36z0JK5N5afP52dF3cP7friIidaKN5jMnM5VGVwOl1jncsvxWbAZ7wuO6xFrOXSvv5L83/WhCOxRaPHsTKnIUgW8//hEd+sfRpvQiB7LRmvqRkdEIGh4/5Unu2Xp3on53rbwHBYVbN9xMw3A9UiSf3vovkTP3H8TiAY23H3tnog6acB699V9iXoGOhy5aydl/+Q6iqSfennnctfKeRPjUd55Q1csGrYZAOMqCfBtNfV78YRmjVqQsOzURiviby9T+fdgX4r//Ukttp4ucuX9P1OHahT/9VBYcY6rwuqF6Ir4cZoev4KFLluKJ+2ZPrmNVvo2HLlnM+S99L2GfcmPhZZ+Lsd3hxv92X/R5wWe6LoOD8HDmuMXAdwc+O2kdjcJdqRCLf6uLOrUPEoDQCGjN6qqf8AigqAGEiR5j6jdwMkTVA1pRVOU2GhIrjgFVGzjJ8zrJUkSIH0OjTsCG3eNt11iAkFoFJTJ9XUwZMPc8OPp6eOFsCHkIOHuoc+rYPSCza1BP7WgWTX0jHArlY9BqmJclUJ2jozpbpDpbpMQ4jCgAC76uKqsB3rpuPNDyYKGLnwIH+gYJBoMYDCqRuW3bNq688kpCoRAWi4VIJML555/PjTfeeNDjP/HEE/zoRz+a/peCgNY2i5ScYq676FQWLlxIZWVl4hlWFIWRQCSJuB4LUJyonh4JRPjD+028vL2bSExBqxEoTDeBILKo0I6iKKzd3UdMlsm0GBFFgaNm29i130XrwCgpBi3pqXoWFdrZtd+VUC4bdSKBiEJhuglFUWgZUMeYKTqRkxbkct2ZlYiimLDE2No6RHP/+DjUatDgCcbQipDnMKERoWM4QFRWj7lwtp09XV4EAaLRGG2DqhhArxF4+6bj+a/HttLUr3IzGgHMeonTqnO56uQ5fPH+D3H7I1iNEqdW57Kz3ZVo65aWYebOsmLSiWxrc+HyhxkJRNGIAmctngWCwF+3dCIrqjXXa9cdj0aT/C0xhk8KO5z4u0WF9oT/NnBYAxIPN1wuF6f/ctwy743vL/tUpPXnpR8699xz6erq4phjjmHhwoXMnz//kMcbR8wS5IEHHkAQBB599FEeffTRRLkgCNTX13/CnjOYwQxmMIP/q0h1ZCFG/30+JGZw5BDyebHZbDgch2dFwJHCr371q391FT5/iEVhqBEy5qqWIF2b4sui44j4YHgvQucm7pCjeLRGbFd8jJA1Xx34dm6K+4UCSgzP4A4a44T0RNXzGKb4TK/8KfKfv3BA1bWsxPhRxQk06fWU+txct38nSiwKxUsQUCj1ubmlfQeOaBhh1nJQFDxKmMYUO7IgEtTAz5o+5r/nLFfrGyeriauGb2rdyX3FRxETRPzx11l9igMBheLU2bSNdqGg0OxuwhsZwX7J++p1MmeCb4DB3m3UV6qBY/WSBpcoYu/YyK1/+yKNDgsVusXc0bYJMa5GFwPDWDs24hFFbm94D+9367DYS/CEPdx+7J14w96EhUivrzeJrIYJYYyxADeuv542TysyckIZDdAR6UB0jU8TNHubEtYhwViQDm8HBZaCpHN5Qh72uhpRUGjxNINAQjHdNdKVpOx+7JQnUIBfbLuXK96+LOFfLSJy/ZIbaXP1E5E6EQSISJ00uFT/2VZvC6KowRv2Jo7X4tmbUJfHlBgNzgaECed2Blzs74fdvT2kz1eVz6KxF61gIKQE0Wv0WPRW7lx5N66gCzFOXo0pqGVkQlIHim5YVRorCo3OBrxhL3ccdxetwwNc/NBOLCUv0ZvSwy2b3uAvX3mILW2dzM+zkWZKQ0HBHVSV2Q9fupTWwVEu/u0mZAV2d7pQNOpywUBEpqZTneTe1eFm2BciI9WAKAhx1TP01n+ZZ65ayGxbBu7pTG4/AZ6QhwZnAwgykrmHPft7+PbjW2jo8SYFSk62FXn+nAfpcA9RaM9g586dU44ry8qnDkn8NPv8M8efwecAL5899ef/2vDPHUuWwdMJ7v3jZDVA5ly1fxI0KjktasE2G77wErz6bXX7yPQBvcmIk9Np5TBYi6quniy4mCagcfYJ4GyB0W6I+dV95BiEJwm4NCKEQyRU29Oh6GTQ6OEv56o/j/ZhtGexROpnSWEaBJywaA2jS29iz/+cwq5hM7X7ndSMZNDeMVW4FYzE2N4F27vG652i07IgW6LaZ6Qq/A8WVhRT0PYewpgf9mFWXU+HMbIaYMmSJezatYu3336bnTt3smLFClatWnVIx/nCF77Ae++9x7p164jFJt0rRSHi6sLl6uLWW1UbKa1WS2VlZUKFXVo+l22tXjIsJra3OelzBxIhgYqi8ODafXzcPES/J0AkphpoRWIKbUN+jiqws7XNSSymEIx7jXY4/SzMt/Fxq5MeVwCtqIYoFqWb2dbmIibL6CQBRQFPIEaqXkNbfOVuqkHCH4qytDSdPV0eHly7L0HGXn1qOe/vsXDLX3cnmucJxhCBiAw97mDC1hSg0xlAQSA9Ra/6dKebEk9cKKawYe8QbUN+dV4GkBUIRWNsbXNS1+XF7Y+oAZCBKB81DZFrN7G11cmgN4AvHKN9yE+qQUNlrup3nmrUkWs1sKvDww9PK+fPH3ciAB5/lLYBH6U5lsQ1naiMnmz3MRKIJBTto8Eo21qHsZnUQMgrji9FEARGApEpFiFj2/872Hnc9XrzlJ/vveg/bwL4xRdfJBqN0tzcTF1dHW+88ca/nrAGpp3JO0KC7hnMYAYzmMEMZjCDfxrRaBRFUdBqx5f4vfTSSzQ0NLB06VJOOeWUf2HtPkeIReHedAh5EkrqhCez1gzhUfXnjLmQfwxi5ybsuUthjKwGKFipkglxhbUtozqZkI4mD+wFSPKZFvafh3uS5cdEktsj6WjU65EFkX1mO1fMW8OccJh9Oi2KINJstjGi0eGIhqF7KyBPIcXnBjzo5RgBUUiQ1gCmWJTlI/1U+Nw0pqSj1+gJRH0oCCiCSOtoB8WRGG2SQEUkik1rAVFUbVCAqNHB1RXJg29RlPBkL6JRK423R2/BbkwHQDalc2vlGhokkcqozM9tRQml75iieGxQVpBagEky4Y/6k5TVgZi6Cqrd28YcexlNrn1JxPYsaRY2qz0RHAhg0KgWGrIic80HV2HUGAnL4YSCWlEUyu0VCZWzKIqJOhWkFiSsTCocldgNDtwhd8LChPjAWIrmY9XZ8EjuiQ4dFFuK2T/SroZP6m0ASccbO37dUD1hfwYiEqKpB01kFuf/cge+UAzbnFeTrnNIUUmtYDSIJ+ghFjPywK57VbsV2xzuOu4eKhyVqsI6mo8QTkMfLUiom216G4oC9/+jA0UTRBsPR2zx7OX7z22kriNKVb6NBy+xc9um5PtTkplCdYE9oZgOSV1ERnMI7T+PwESbLEXGFXRhN1mTPKhn2zK46qltiZ8fvGRJkkr6QLDpbVTYK6kfrifqy6E8M5v6bg+yQpIX9mRbEUmjoTgta9pjjnle13S4mDvLyiOXL0Oj+WQbsYk+2ROJ8s+67Qw+Zzjrb/BwZvLP/wxkGR5dCkMNkFYxQdWsUX+XPhe8nSpRLOmh+GS1Xyo+BWqfVSdYY2GSiGKNGWITV07KoDFAODj+86Gg7U3QO1SiOfYJqzrD7oMft2+HamVimQWjvTD/QujZAnobuJrVfqVrEyncxQrHMCscw3DO1+HUX+D+29XUvvdnanoi1A4b2OVKScraGcNoGDZ3RNn8hyeBJwGwmXVUZ7mpqixl4ezNVFVXk5OTc8jk37Zt27jiiivIzMzktddeS1qJf6g4+eSTOemkkxgNRhM2UwdDRkYGzzzzDH6/n58+8SZbtu9EO9JJaKCN5uYWkrI2gEgkQm1tLbW1tTzzzDMASDo9pozZWHJLuHBnEdZZpZjSclk420Fth4s+TwB/ePyeSRooTDfhDkRYWuRgW+sQwYiMJEBRVgruQITlxQ52xhXWNpPESCjK0mJVzPFWbS8xWUZWZEZCMWwmiYwUHfudQUx6ifV7h0hL0SUI9GybEUEQWFmRkTTVYTNKuON2l6FJq2cLHCaWlKSxtrYXQVHocU3IOAOOmeOgwGGidXAUAVVhrZc0LC1yMC/Pgs2kxe2PYDNqWFykKrUXFth4e08gYU8zGorR2OvltCr1ORlTqc/Pt2I3aXH5I9hNWgozTIwEIpj1Gh5cu49trcNUFdi59oyKJK/xRYX2JLX7VSfPQRTVidzCeDAmTPUnN+s1/1aK65vPKOXDfVuSfv4841DGUhUVFZ/qmEeMsG5sbDxSh/5fh9cT5K1/NLBoeT4lZemJcl8wwoY9fcyZZaGpe9x2QieJzEoz8+HuXlYtyEmUyzGZD9c2cdQsKzU96scgqOOcBTkWjEM6oo6hpAFCpsGBMwgOg4+Js7QiaUiCHknQEVXGB24pkhVNvg56WiAwwXYgNQNRMiLbM1Fc4/YcgqRFk5qKjBmFiZ2wlnQlSrbBQl9wvG1aUUJEQ1iXgy48bl+goGFEm4keGwbcE8oFYqIFHSJhuZ+JHYFAFsdWG3hjU4RIbLy8rMCKxaxl0B8gEB2f/Sy0pyAHBUySDv+EwWqmNhWxRcCSY8AbHZ9Bt2tNCE6RLLORft+4HYXNoMMYEMiZZaF3wn0zmrVEUlLIlAS80XGrBUnQMD93Nj2VQTY3jF87SSNQYTNjk0XaxaFEywQE8g2ZmDPM1PW7iE2YpDlqlgV7Ony4JUx4QmcxJ9eCRdZh0kr4I+P3udBhpj3Uw0jYQapufHa5p9NDoMFDulHPUGDctiPdqCd1IEKu2UhPUpu1VJXIhIfNNHWP32ezQeKkRbls3TfEzubhRLlOEpllM5NuN9DoGn+ONIJAWbqNVEHLiDLutQyQKmYx6geTsRdlwjMsyBnk5BoZcIUJRcbvZ8XsFFyaTkIxK3rN+IdKU7eHgf0Cqal6RqIT2mYwMys/RnurgX7X+H2WJAEpopCXYqRrdLzNFr2W4kyZmGKmaYI1h1HSkGXVIqXY6RideJ9F7CYH5oWptO8ab5soChRWZaMoCu27+1Hk8ftZWp6OVqvB7wsTnXA/C8rSCVr09HuDBMPjbS7JTCFdVujQCkkD0Lx0MzGdBqvdiMc13gZHphmNXkOWzUi/e7zcnqLDFopRkGaiY3j8oyLFIJHqj7C3rp/yedMPJCciGpV59/W9pFr1HL2qKNFhy7LC+nebKS1Pp6lhMBEuC1BSls6mD9o4/ex56HTTL9mawQw+j/jBD37Acccdx/nnnw/Ab37zG37zm99QVlbGCy+8wG233cZXvvKVf3EtPwcYalTJalD/O7xXta7wD4IxHXwDcWJagXOfTwQKJshqWYbAENzqg87NULBSJaSfWImn80NsYX+yvYc2BSKjiJAgpOVoEEXSTSG5xyxCrHHyuSHFjoyALAjsHRswKwoKAldXrGSe38MdnhHEgd0IwE9bPqbxgheZZynBe3Y2wbcvTVoKXZBSwAMd9Xi1Rn7W2UC3CLmZ1XQpCg/rIjSbbRgVaJME5vjd3N6yDSEwhGzOSHhGd412ExDHyb1CSxHW7/4e4cULk9sT9KjXKSULd8hNnVb9pK/TinSOdE7xpR7zlxZFkWfP+BNdI13kpeQxEhkhVZvKzRtupNndlLC28IQ83LftngRZ+1XTBSxesph2Tzs/+OBqFBT80WRyY4z0bnQ2cPP6G2ly7cMgGUBQz/vzY+9gJDySUGBPDpAc8+NucDYQGs3C07kaIZyO+/QIs1Lzkjyl7155L4FYILEvjAdSWnQWPGEP11TdxmWvXoNk6iMymotzz+UIMROyIiNIfrTmgcSjGPFlYNYbiOl6qLBXcsvzTezp7cYxtw4ENaTy5g03csexd7N28wZOWXEcXWucFNhOYiQy3qbhkSC1nW4U2UjUl4s+pZdiSxkf7/EQk43UdrrpcA+Nq7+H6+nwdjDbMpuHL11Ku2uAazc8jKDI6FN7eOb7R3HbC62qn3WBhQdqfpoguh+85E48gSgOsw6nb9xnuqbDNUUlDUxRJMuygnM0hKvpbIZ7V1CRlc0jly1LEN8L8qyqv3XQRYpkYf+wn+IMM6L4yeSzyx+mpkPNS9nT5eFbj2/h0SuWT0sqjymlUZRE/ScS5Qc6/qFuO4PPGTIy4LsDOJ85mbRvfAYPa0+nSlZrzTDcqAYs+nohdzlER1WJKAqEvOrEqsmuvstP/QUsvxr0qeqQNeRRJyM33w+dG2B4X5zIVkBKAXsRjHSpNiPT2HqOY5JKOuSEK7bDK5fBQG3SljFMSPMvgH1/VSd4hbhlSM4SVTGtAM4GQADJCIWrYf86mHW0Sr4LomrVIcvgbgGDHTo2Qe4S8HbD8beBKGI750FWnfFzVslK/N0qMDgSpnbHx9TU7aPmb/dT068wGJj6re/2hVnXCuta6+G1KwHIzMzk+9//Ppdccsm0VyAajSJJEs8++yx//vOfCQaDDA8PJ8jq/v5+HnjgATo6OigsLOS0007j7LPPPmB+yCfZQxwMMUFLr5jNwhPOYng0xMOXLkUO+3lnwzYGOvaxe/duampqaG9vn9qOcAhv9z683fsSZYLWwLbMQorL5jFEBubsIsSUdFZXZNE2NMpRs+1ccHQhRq3IS1s71Z1E+NXXFyFJEma9hl++0YB71Mfqyiz+a01Zws7i8tUljATCXP+nXViNWkZCUW47ex7I8LOX9+ALxRgeDWPUarj+jztYUpyWsMNY96M1bGt1saRY7f/XNfTzs5frGBuO51p1HFWUzs1fmosvFGNbq5PynFR63UHsphhmgxZfMMKv325BEOCM6ly+e3IpAgL+cIxsmxFRFHnl2lXs6fLw7p5ednWovtw/PL0cjQiv1/TiD8fIsugx6bVctroYfyjGZauKsZjU/ujV61bz6rotnLlqKQ+/08z2NicL8m3U7FcDIl/dqdp+XndmZSLsUFEUrnpqW0I53TbgQ1GgOt+GOxBJeHpPDkj83whl/DSw2+288f1lXP/cFu676NPZgfw74kiMpY6owvo/Ae+/uY+XX6gj4I/w2kt7WLGykHMuOoqP24Z5cu0+XKNq51SeZ8Xrj2BP1THgCrCtaYhtTUNUFTn4zhfnEugf5fknt9MTX9ZXVezANysFWQFL/yhDH7Tz9gcwq9LM/AtMyKYwWlFiIOhkoBccegvHZOkxaEbwhFPp8bsAHxpBh1WXRTA6QqHRTrbkRUgxoGSfitzQh7yvFsGWjdK3D0EZRMrVoMxeQqy1FVFJQ7Aa0BZ0oYS8xKQ0opoAmoiEZqgRfczPORI0W4r5KCBg15tI1bpR8LFZgXxDEYVRFxGNmQZFwBP1gttLjj6NEqO6XNGtOAnJTQBosCAIOmQlxkBAy3DIw8LFHsrKUvlwcwbdA1HMs7Q0B7zQqxLLJWkWBkYDpJkMNAy6aXdBqiGFJWU6PLIHR5uJvX8dpCPmRmfWMOdrGQymjZAy4mDTW34iYRcajcD8ajvdUR+lsp6hN7po9kVBgDmVGQz1j2Ivt1OTFqU57IP1sKZ8FrmZbvLMmazIWkiK1sSxl8GOpiF+82o9RgSE5mF6G9rpfRfyllqJHR3GmGqmp1fP+wNBIEROqolUvUREjrGwMAj6/QB8Kd/M/t1pdPVFsZi0qqdxD1gtWuZX2ukP+ymdpWGAbj4ahl3uNs7In8fS1Nm8+sIePljbRCymYDJoWHZaPs1SiNKInr5XOmkPxtBIAstOyafZHGH5bD3VBZ1IUoTSAuhozePNDbCsPJPLTinDlqLnguNL2VTfzyOvNWAxaelzBdjZpBLYJcWpRB0KRp3ESChCTa+Lml5YkJvNohKVUN7VZqCmSyWR52blcO5RESRNiLdqtGzqAnDhKNMzJ2Rh2BVk2TIFKbOLpiB0NrWyNGMB2VI+T7zZxNs7upAVMBlNrDjBgdfgYo41lYg8iMIox31BZLR9Flt3hSg162lojxCUFfhzN8tOyaMlNca8WXrS03pRxDDzLVCRm8vHrQqz7DoipgF6GIZRKEixE4hGMApGGtthrzsAeVCeN4vUPT4knYaeVB3r4kGLRUdlk+MJI4fVSYXmvaqfuiPdjM1hZHQ0TDg/lY2uALQ6sZt1lOZaGHQFmC1D74YOOoBsowbH8nzaR0PkOkzsaXfRBRiyzSwtdeBsHsY2J50t3gCR/W40ovrO6BoYpTTVwNCWLvYHoiAKrFg6i6ZojMJUPd4dPeyrHeDOd1tZcnQB51+yiMzs6b2mt3/UwQtP7aC/V/XHfue1vXzt8sVEIzJ/fHwbHW0qmZ+RnYLZrCMciiFqBFr2DdGyb4gP323mqxcvYvlxhZ/9RTuDGfwbYM+ePUnehs8++yy33347Z511Fm+99RaPPPLI/13CWpbHLSsONiDMmKsSAGMK64y5yb9/8QI1gFGXolqDjHkxC4Kqzn5iFfRshbxj4CvPq+pjQUC8fAN23wD86Szo+Xj8eJOWbk8MYCwfdfFY3XvYo2GUeHlDip3KURc/b/kYr6TjvtmLaEixITNBKR1vY4PJgqdtG3ZUycDFC07G3/gYJsnEMyv/h7mjbupS4oMLQaBrtJMbUw202ldjjMUIaDQYJ/hcF/ndtJlsIAjsNdnxFByLzZTOrRvGfaZ/fswdyYrnkXZu3fkL7uiK26dIOjWIseBY9X7IMviSsz0sOmuS2nhMgTwGSZQotBYCYNeo9b9n1X1J5LHD6EgigDds24CAQJG1iLlp8+Je0aXsc+9NHNcgGogoEUptcxIK7TFSe8wGJD81PxFSKApiUlDjGIntCjj55mu3IVU8jz5agM10Mp0jnUlt6PP3/X/2zjs+srJQ/99zpveSnk3dlrKVrcAuu7B0BBVQQK9KEywINpSu3itLE/wpitdGtyB6Ra8C0rewC1vZmmSTTbLpPdMyfeac3x/vzCSTSWBBubY8n8+KOXPK2+acOc/7vM+TqUMasiTjMDgy7TnXOQ+deQAk0Fn70cgSC0tdtAwECE1YDa4CvvYL8CYsaPVhhgqLaer1Ypv9PGL6QqDF08wXntzKoY4Yj/V/MaOsTivYFUXl9t/uJ5ma5I31fAB/PIG25mXc9Y9kPKKrXAUZpbZRa+TLm26g1l3HN0/6TwLJfuY7a0TgJCqfe/4buLkcUFEIZk1EBOJ+8lLjz23RpxTXHmpmaWjs8ZFUhEp6dCzKHb87kKW+9gZj3P7b/Rzs9qXKa6apN4AnHAdJEsSPRKYt48FiRpovxmLQ8uvr1lBgN05LDrkteupnOTiUyuto7PVPSSpPVEovKnOwqNzJwVQZJ4ZGTnX+ieryt9t3Bv+EKCjg2PqHyZtMVquqsJ8wOrKfQ1Ntd5RDfp0grfPrwFUFljzQaOCVb0Pry6DRASpUnipIXL0dnr9BWFiVnQznPij2Nzrg/Icg4oWXb4O3HhHKbCUpAhklxi2s3g12PwRKnCzfa42JuN6NdmBXylNbEtd3VIjJXxDX1VlTdU/CutvhpQB0bBHBwiXL4eAvBdltSanVy08WhHv1GWB0im2SBCaXaL+UJ3VB1Wmcfs79nH5iB4TvQFVV+vwJ9lvPYb9xLQcOHGD/vrfw+nLzoQYHB/nmN7/Jxz72sRzFdJqs/t3vfscPfvADTj31VIaHhymY0MeyLHPCCSfgcDhobGzknnvu4Ve/+hVPPPEEeXl5KIqSNVn21xCPk1W3VqMWjHbO2rAOq3FD5t7m8XjYsfst7nr8eSKDbQx2NBMfy81xUuMRgj1NHOwRgs0RQGuy8qeSORRWzOO3B2ax5a35LK+vJpF6PiQVCMcVSm06/KEYLx4aIBxTeenwINdsmJ+po8Wg4cevdDAajDEajCGh8umf7aS6wMKCWXZ2t49SZDfQORIk32bk+f297GofZdXsPG44u4aTagpRFIUrf/om7UNjxJLjc78nVOdxZUqwZDPpWDnbzV8O9KGqKoV2A30+8f77asMAtSV2mvsDaGQNj25py6icr1w/m0c2tbKzbRTPWJTaUgcHu7wEo0lkWabAbkAjyUiyxKJZdm54Yg8dwyGq8s08+KkV2M16NBoNZQ494biasfU40OmhbpaTFw/24bbqOdjlzfSxzaRDVdVMH0oSfOv3B9BoZLzh+Hifkh7q4wGJU/b93xkul4vPnZT/T09Ww/vzLvU3D1187rnnOHDgAIqisHTpUs4999y/uzfMe0HawPzRB1sI+LL94IoXF7ErkusRV5ZvoXuKkDWnQYvt4NShg1qtnKXMTOO0u60EldxlOSvybYSTuUFrJzorspTNaST3dqEc3p6zXXPGhWx4bDYAm24Z97BSY3rwNebs79WXsn+KMD2DxkI0mVtnraRhjmPq1PCjPtuUwXyPbaug25cbzDc3z87RkdwH4ym9Otr25gbnlZxaxc7e3P3XuMx07sj16ypdX8ouW264YH2hkwc/eHLO9pGhIF+55vc52yUZus/Ly9kO8LG1ISLJ3GvseWEWx/pz2+m0i3R0x3PDJat25NH0eu5Yql1YRNOhgZztF1xTQP4JudvzDGUsyjs9Z/vRXh/Xfi/XK85h1xMontoXUSNJWSryNPLNBoZDuXW+/BQVf8Kbs719RwV7m3L77VOXmQgacsMIpd0F7HhmgBe08wA4OyEmRk76WCHJhbltZ9S42DmUe12HZGdvU65ayKzRMNY4hfccMLfTTzSS+1li9Sz6PLlj+KQkdLfm/sBxn1rN/l5fzvYls93sb8vdf7oxPLcmP0OeT8T8ukJuu/vsnO1DA2Pc+JncZZZarUQiMfUjwWozMBbI7c87v3c+5VV//QM2Hbr4pw6Z4IyH9b8FokE/3/rQwnftYf1+BYwsW7aMvXtFYHFraysf/vCH2b17NwaDgWQyycknn8yOHTve4Sx/P7xvoYuKAo+fNh4K+MmXhMqsoF6QyVNhooc1jB9fuhJ6dma/3Mta+Eq3CI96ZA10v5n6QBIP1oo1cPlrJJQE3UMHqchbgHx/YeplHtCYs5ZV5wQwpgjrUa2eKxacniGlHzv8Cu6U6tqj1fP52vWENVokVUVN/W5dMDbKXa07kIBjBis31J6SIUQePPWHVPz+cjy9O7i7ejktZidGrYlwIpxNfE8gwFGVVL3E34+d+TiSRsNVL1xOUk2ikTQ8sP57KKrCVzZ/cbyJJJlHPQFcndug7CT46NNCla6qKI+fhq9vN/fMW8sRnT4rIHAiAX08UFQl55h0KF/jSAN1efUisBDhfWzRWPn61q9zLHCUavts7jvlfsYSYzj0Dm7bdkuGkI0moxg0BiKJCEatkUgikjlX2gd7IjwRT1abPHL24zj0Dj727CWEk2FMGhO/PO+pLGXzdMfOdc6jxdtCrauWa+q/QrW7EEWF9qExHm6+kyZPI9pYGb2HP4SiCrm1RhdmfrGV4bzvI0lqajRKzHPW8cbmM1DkEPkLH0aS1Ez5XEYXI2NRLrh/E4qq4pz7P+isvcSDRSkltwqqzKNnP0aeOQ9FVej0d/LlTTdkyqqoCmpqvZ6qSkiSiqpKeBquJqmArJg4af0rmfDIu9bek1X3RDLJzVtvptV3JBX6+CEWl7v49kcX86HvbiGpqMgS1M9y0NjrzxDrYozBkgoXd350MR9M7avVB3EveDhVHhg+dDVqwpLZN23Fkb5vpNXSTrMWb8TL13/ZTFNvIBUWuTJnHI6MRfngA5tJKioaWeIPX1mHLEnvysPaadLhPQ7rk/cD/yxhV//XeF+eRRNIVapOgzPvA3832Mvgpa9PHQCoKODrFErozd8QK3bKT4bDT0MiAvEQlK+F4QZBCmvNMNoiiGwlAe554hlUvQHO+o4gxZUkPL4Bhg5PKG3qvs7bUCqSAdSJv6E1YLSnVNzZ7/WZ0EVjHkQ8ohylK6B/nyDie3eLvSQZFv0HJKOw71EwF4lJYGsRjA0I9XVoCJZeCTojtL0Cs0+Hsx/IJvzDXlEnazGM9cPlr8Br/wV7fiwI9YIF8Jm94nn/wo2o7a/SaV3FPvt5gsDev58DBw4QDAY588wzefTRR6f8Lm7dupXrrruOCy+8kC9/+cucdNJJfPSjH+W//uu/pu33RYsWccYZZ/Bfd92H1aglHA7zy1/+kl/84hcoioKlqBrTgrM49aQV79raYaI/MkwfzKcoCvc/28jLh/oIRJLoEgGCA+0oIx34+1qJDR1DieS+v04FjcmOo3QuqrOcinl1PHbTpRQWFuIPxbj0B68TisYx6bU8fO1qnn6zk93tHkClcySEy6zDoNXQ749g0WvwRxJMuIVj1svEkyomvYYFsxyMjMV46IqV2Ew6ekeDXPbQdsw6GX8kgSxBvs2AJxhHVVWqC608cs1qHniuiT+/1YPboseok1GRKHWaaOrz47YaWDUnjyvXzeYLj+/GbdHT1OfHZdHTMxpKjUmJMpeZ1XPzM/vlWQ0MByLUljo40OmhezSE1aglEElQkW/hxDlCEd7ccIBly5YJYn1wjIp8C49es4rvvdDCwS7vlCp6VVXp94b5+q/fIt9mZDgQ4b6PnZCxRXmnvrcYNASjyX8IL+v3Gnr+j/Ycej/epd7TlMIf//hHnn76aWRZ5ic/+UlmqcYXvvAFXnnllcx+Tz75JE899RQPP/xwlo/JPzumexyp03zydnMC03007bne7mH4bi4w/QHvYuv0H7z9Vadrp7c9aIqzvLvz/G1aYvr+fLvzv9t+frdtNH2Z3l1Zp++DtxnD7/qId4d3O+b/dv387g/6e43h93t8ic/e/bifwQz+mWA2mwkGg1gsFg4ePMi8efOy0uETiaknsP7lERoSZLOSgI7XhT91LCDU018fBs0UPyU1WuFJDeLFOX187y6YtVL4Qk9UWKfCBoVfdBqqILa7tpMI9PCJV64lJEmYVZVfJMLiB6yshau2ovxsOV6tUHQ53fVv63c9FQIaPTGNRii5UXmgaSuuZEz4Yaf2qYgGMScThDRazKpKhbUc+YpNuAI9aHfdA2MdhJORLD9rIOvv+pAfddaJNHqFCuu+Pfexce3dGTW0XtbzpU3XA2R8pgHq3PU4z78LwsMo5nx8MT9OQA0OcJsuRlPdOmqDXh4+7VHceeKFTkLCZXShqEom3C9NYtv19qxwRBgnpif6KsuSjDfiyfhWHx45hDfiwW3Kw6K18rFnvkBM242k6mn3tfGNN27PHLdx7d14Ih5QVQKxAF/adEOO4nqiVclEpK1BJirEk2pywgulxO3bbuWIpymrrFMdK+xNvNy3615u3HZtZv95xXbuKrpHtIfOgeccoTju0D+MztJHgauWUMBEOBnCrDXzww3/jdvo5rq23ezvVDPe1TWuWlBVkkmFeDKByRQlFIun/KtBZxkgHixGZxkgESxBTVoAMQlRaa/MlLXcVsExf3tm6CfCbrSmUfTxcgrnvUBc140hUcHdp3yfsfjYlBMRgbifVt8RkmoS9N08+YWlVLuFwjKtSK4rtWeR1bIEi1NEdVoBPb6vg1zJAzn+1jBRLS08uJP6bmpr67jnsm+Rb51ajT1ZKZ1vNRw3aSDLEi6zfsbL+l8RqoomHsie7Iv4BCltLRbE60+Ww2gzuIUSFXtpbgCgJMGbD8KBJ4Q62l4OHVvJGOQjQc8O4W0dTok+LKXCOsRWKiZmK9ZC+6vw7Beg8Xepe7kqiO7enSJrIW2NZMwDcz4EB8A1H/rTvrRSarJyIpKirNbSHMI6g9iYsPgI9MKhXwlrD1kDCz4K6/9LWJvobfBQHSSTwprkhGvg9DvhybNS/t01sOHb8OSZwuf62KbckESjQ5D9adJfBTo3Q+V64fN9+WtCaR72wrHXkGwlVI7tovIj9/KhD30IEKSu3y+CtKfCjh07uPHGG/n4xz/OzTffzP79+1EUhVNPPTVrP5/Px7nnnktZWRmzZs0iFovRMhjkusd2sbzazZ/u/wKDg4OsXCkmwPbt28eKAivXrr/4XROOE1W3UwXzpVW8P3ixmf2dXkCi0G7AE5S44JyzaR0M4DTrGQ5E+NrpJfQfa86Q9zt3v0UkFMi5ZjLsZ7R1L7AXz54/csJT91BaWsqSJUtwmEqI4MZdXc/Xf72frpEgsgSRhIpBIzEYiFGVZ6K6wMLRgTGSikp8+BiS3ozOUUQ8qTLLaWJ0LEJjj49zlpRiMWjwh2L8ens7qqLgDStoZShzmZBkmUF/FJtBw7GhIO2DQQ51+8izGRgJRCnPMzPsj+AJxThncQmfPnVuimiOs7DMwb4ODxKQZ9FngiBB5d5LF1OWL1b3ppXMiytcHOj0UOww0ucNE4ol0ckSxXYDLxzoY1fbKJXWBPPrEyiKisuip2skxPdeaOGr59VOSypLkkSx08SK2XkTPKrfmd5MBzX+I3lZ/6vg/XiXek+E9bZt2zKzAGmy+tVXX+Xll1/O2XfXrl386le/mtbPaAYzmMEMZjCDGczg743ly5fz/e9/n0svvZTf/OY3nHLKKZnP2tvbs5au/lvBUjgemli0GPqEcoKoT6ioU8T0VOrcnOPLT4ZPvSrIAXM+hIbHbUYshUJN3blNqMk0euh+A8pOonuogZAklMkhoFtnpCo6BsXLReDgnNUctgqlfr1jHne++SgBJYoTHVIqvNGRTGKS9YTVOCZVwZFSV6dtQowqRGUNtbE41VFhMyLpbfD5BpA1yE9fxC8OvUS3wUpZLIxvfRtORzW+313GEbcdNUWYyqrCvJAXWVE5Ysunxj6Hr7/5cyQlgUtRGD37Ya5+/WsoKBzxNNHl6+DOxdfTFeznizu/lWm2SDLC9079AS6DE6feIbyuzfnctu1WGkcbqHPX87XlX6PJ4iIpSTRZXMiWwqy2n0hCz3HMRavRcmS0KaN2nqhy9kY8NIwcRkWlcaRhApk8+QVOIpFM8tVNXxNktQQqoi2bRhvxRjxIkoxdb+f+3fdlAhfr8uppGm1EVVUUFAwaA3a9XZQzpZZNq2Sn8rfu9ndnyO5wMkTDqFA4TrzmdN7YkiRzxNOU5ent0DvxhOK4LWKffJuRuy6bx1Uv9aOoCs3epsykbyQRocc3itvo5qErVrL5jd2sO+kHeKNevrPrPq588Qo0sVKCkSTm+X3oguOhcZIEpdFLae4IsrCkFJdFx2h4BFITCt9es5HuQDclxlI++txF4pqqhOfIpcjaGDUl40rvpL6bsfhYFsmf/t7ZdQ6ScVMWWV/tHh8PD12xkpFgFElVueN3B4UNR7kzQ1RPHDcPXbESTyiGy6zjtm0v0jjaQK27jqs+fTrffa6Jg92+HCuOtK+0IoeIajuRVJWm0Ua0ugiSZJry1iJJUuZa70UhPeNl/S8IVYUXvsr8w38C7wXjauCJpGrpCkHg6iyCtF74cRE+WHWa2A+EunrwELS+mPKcliHYD/POFQGMbS+KyVh7BfTvGb9+xC/8qBNRsUIoOATFJ8DRFyEWEmpmVRG+0+55MNYDibAguHVWsQKm+X9hcD8Z1bXRLcIcj70OoQnWRpJOWHjonBD3ZreDpIfPHYJt98C+R8S5IqOCoO7cDk+eIWabipeLNtOZxDPzjI1CeY0K5WsgPCKU0RMJaYMdQh5RPIND+Hif9R3xX6NDnK/sJPHMnnv2+KTrZGI73dYIO4/pyOpIJMLGjRvxer3odDq2bdvGW2+9BcCGDRuy9tVoNBQVFbFnzx62bNlCfn4BlsUXkGc18PvHHqK/q4uHHnqIM844I3NMR0fHtMLI41XSTmcTkbYdKbQbGB2LYjFoWVtTyFfOreGHL7Wwp32UE+cVcELdHKT6uZx33nn4glGufWQntoSHrtYjLLb5+MPL2wkPHUON565U7e3tpbe3N/N3M2DJK0F1lKPLr0JfUI2SV4HOYKLHG6bUYUQGIm1vMvDazwBwLPsgl11+LduOjpJQJXTAFadU84MXm9nZOkLXSJD0gv6EAsdGwnxgcTE6GTpGwlQVWKgutIy3QZWbQ10eogmFSEJlb7sHy9kirPCFlGXI6tlunFY3b07IwAJhc5Ju47R3dDpAcU/7KBeuKOOS1RU8vaOTnW2jqECBzUDzsFihvLjCJVTeKRuQdL+l1fBTkdY3nF1DIBznkc2tfOHx3cdFQP+jeVn/q+D9eJd6T4R1c3MzkiSxfv36zLZnn30WEIPGbrezePFi3njjDZLJJH/5y1/+aQlri1WfZQkiyRK1s/M41uNl2BfJ2ndBpQsJKccWZLbVgG5SwB9A+WonGr3Msa3ZS/9rllkpNZs5OpZtLVBqtDDLaKc16M3abtaYQGNATUpIE/SOcUXDcGkZ7hYD8oQbpGowknSkX0LG908kYMcOIwvLzdgt48trVRX6kg4kOYRKtk3JSNSGXpbRa7JnEQd9+eiTFirc2fYVnX2FDPjM5BdnW3nEkjaqijRMaiLKXDrqZ0HryEQXQbBrdZBnRtbKKBMsVSxOLXMXqRz2yIQi49v1soRNI2Ey6wiHsvtTZzLi1Kp4J6iwJGBh0dQ2ByPSCFVLbBzbn13nvAIDFow0kz0uyhwWomEDGLLrrJctVM7T0DHJ1cRlM6AOG8E+CtJ4/5jiOoyyFo1GIjkhpFJv0pIstKBr0xIPj89aaTQSvm49rho9WvN43RRForHZTEl9hALHeJAjQIvPT1GBkYGhSWO73M2QLUzraHadq1xWNJKUs32W3YzTaGBkkiVIlVuPWSvhnzS5ppUMFFaB3Cx+Y6bhtMtYTRoiioQyUcuraAjlWdBbdUxsblkrE4hasMQDoJtwbVUCDDj0Rnyx7Lrl9RspB7rIVuGVGy2ECpJ0DmX7o9aUO6g2Gzi8L9umpKDIik6nYbJJTb7dgNakh7bRLDmy1WYgP6mikWBCd2IxaqmvdHKk20s0PmEMa2Xmz8tj5OAAoQljWJbBbNFjsxsI+MfrLEkwr3ZC0voEtDYPU1hsZbA/u25lFU4SCYWermybksrZbpxuE/t392RtLy61Y580hmYwg39W3HjjjVx77bU88cQTzJs3jyuvvDLz2Z/+9Kf3tFTvXwKSlB2aeF9ejj/1dOrcnOPT5LS1KPtmP9V+qiqUar+9lIpfnIt54RlC3ZxMUJEilOndge+nJ9A4f1VGidfka8GnxJFBEAkp+DUaokoUJJmoJOFPKbKbrC4USSYiSXzv1AeplPRIDeWAghIP4UuGcDrmIV31OtpH1lLRs4vb6k+n6fUbqY2GuLNrO7X6lGd2PMlNY1GcXbtQy0/Gd/YTgjTt2Jch7N2uudQ559Lka8WgMfClTV+gbmyUO1t3UrfgTBq0IuCqLh6j2laJior3ydNxdm7DW7GGw06h0D08cghP1Edt3kKaPI3U5tXjnKRW9kV9Gc/jiV7Tk1XODoODe3fekyFojVojSSWJqqq4jC7q3QsyJLlD7+RzT2yiz3l03PFE1aORk9S667hv170c8TRl+Vgf8TTx87MexRf1ZRTkkUQEf8yPQ++cUiU72d+6wlaR5e1t1pqJJCJZ10yPPVQJJWGGFHc5WXVt1zmmvKbL5KIutV+NqxZJkmgabURJarn9zS9jSFTy1EU/wG6U0cgaJFWiYaQBJIWktgudVdh46CwDxEMF6MzDJIKl6CQH/3P9Kcio3LbtFhpGBNle714AwBFPE3McNYwc+DyYekkGS5ElDfXFeTT2+LAZStFZe5njrMnyI5/4vUtbgCwqv4iHL5uHy+TKeVn/xm8PZPyi//jldeTZDKgqjAazCWNZljLE72Ty/0dXrpqSYB5XS4+rz6fyT5+MideajMkTGZMx42X9L4iIFw78An00CAd+AevvED7LkiTsPiI+Qdr2vzXuT33BT8Sqn7SHtaLAT1emQhetgqA2GaH+o3DeD8Q+YS9s+Ta0vUwmEFE2gLNC2G6M9cInXoTXboc9PyUrMFFjEuTuSDPozOI5ONICah942wVR3L0NtBbxHhcNwJFnwDmHrNdoNSreC5QElK2HQA/4OkjIRnRSHLQ6OP/H0Pk6jKbu3/4O8Q/E+YeaxHk1ElSfKfypIz6oOlWoqatOE8/q9bcLr2ujQ1irHPyFOIe9XBDw1RtE+wK8+DUxWVx+slhO8cTp43Yr6T6Y7CP+NtDr9Vx++eX86le/4le/+hU///nPUVLP/8svv5zbbruN+fOFUt5qtfLYY4+hqiof+fSXGQ4qGB159PT0EOzYh8Fg4NFHH+UrX/kK8+bN49Zbb835bTaRpE6TpGJYqKxI+TpPRXpef9Z8BnwRihzjK0ImEtlnLy7hqvVzsBq1BKNJrj9rfg4JrigKNzyxm66REDrZSGX9SfQoMPcjG6hw6dnfeJTQQBuJkQ5UTweB/mOoyVzLzeBIH4z0Qdu4Sl/rLMFWXI3HVYWxsBpfy5uZ/X17/5dGmx+l5jLQGpElmVAsyZ72URwmLe1K9ppbDdDUP8ZDl69gOBCjutCCRqPJEL8PbzpKjydMXBGcSOdoiPbBILvaR4nGk4TjCi8cHmROoYX7LlvMpQ+NlyXfNn4fnqhinxh8mP5MAjEZEIwxP094U3/1vFqAjA2IxaA5LiV0MCoI6HybMUNAvx3R/Y/kZa2qKqG4gqqq//Qq7/fjXeo99czwsFg2U1FRkdm2e/fuzP//7ne/y5o1a3jwwQf50Y9+RFtb23u5zD8Ebr7zLP7yTBMvP3eE+fWFfOyqFVRUufh4LMlvNrfym81tVBZZue6CehZWuUkkFf6wvYMnX27BpZEpD8bpfLMbSZaYV1fAQG8ArUum6GIr7YgZqdrVhQz/IYgUSvCBz9mQ8oYAPyvy3XQFVcZiEc4pKaRI50PCS6mzlKORGIMRDzWucuz6IDBCTGtDm9AgJTz0Jmx0hIeJm6IYzv0AVV0j5O3bAiefhVJTCnIURZYRi18l3nrLym9+GaC/tw+T2c3555Vz1klHGdQXsz1qYSjoRSNpqLaVoGWAODb2j+hpC4wgSxLL8kuYbRshEjGxpTmPPT0BJAysn13PRUs6IQ7/82o5m/YHUNUEy2uqWX/yCCZ7hLZAHnuHR1Dkbk5Z4qKvz0C/L8b5SwwktAMk1SSfPMVBU5eZvR0R6vROWpr9bIl6KVlWQlksyeDBAU7+ZAFyTYCI0sVFHzcxeszNX14bY5nTQuzoKA1NI1hteubXF3K0aZDChUX0mrW83ubFpNewaL6LpriX+YVOPre6jtpCZ9ZYGI542Na/l+5gP0WXSMw/r4hdj3mR4lpcbhOtzcPw5x7WLC3kaLlMzCgxy26hYdDDM3thUUkF88q8yLowSdXFWyMjJJ3drLvYycAhI8dao9RWOGnq8rFpi4/yomJmLYrjMYxQ2ZpHxyse9gd7ySuw4HSaaG0doXTlLJrjCVp7fLjq8pmv09K7q4fZc/PwjobY+nwve7bqWXNBEbNOHmJooIDnNxvoGBjl8T9v4pL1s7ns1Dkc8wb47zcbOTzoQZsnsaTazdFDPgpsJj57fh2ragpRVJUXmrt5dHczsgQFVhONg14A6gqcDIcixJJJyh1WGga99PhDlJq0SDo9Y7EIH1iiJ6YZoD+i4DY4QAVvLIAk5XPY4yGq62L1hVYibTYOHghxwdkWTEVDDCqjWLRmrDozA6ERYsFS3mxNMBLy4Tg7D8NWA1FPlJITiunUafjLIR+WozbWrizEWtWDUeugK6TQ5xlAJ2uYby/k2NgITq8Ztkg0HulDo5FYu7KYA/lJzHo9tjEdTc0+JElMRPWOhtBpJD59Ti2nn1CKJEns3dHFU4/vYcwfpazCydEjQyQHxjhpjpsBp4G+aIL5sxw0dnnZ6o9SeVI5+Z4Ioy3DFJWaGBmK07K1g8VFVpQqBwd9ET6wqjwThPnhk6v4+fNNvLqvl1OXlHLNubUUuUxceNZ8nvn1fja92EJFtZvgWJSDb/ViNGmpWVBIa/Mws+fm87GrljN7Xn7WGO5sH+XXj+6h4UA/siwxv76Qni4vRqMOh9NIW8sIkgRzawoYThH1H/mPE1hz2mxkWWL/7h6eemwPPl+YD1+ymA3n1qDVTuNh+x4RDY0Rjc8Yjfw7IDrFcsm/J8rLy3n++efxer05SqFPf/rT/1LWZu8asixIZhA2IGl/6pSH9URidEqrh4nHQ64v9qdeEUowS+H4fqoKoRHo2o6MmlE3VzjmMvGu4wyPUjfmySisa4Ie7p9/Ck06DbXxJBvHosidW3AmYtRNsAqxJ+L4jQ5qgl6OWFzUuuZTaasQLwvlJ5Ps2sbtaWLaMYeN6+5HvmobPs9Rml6/UdRVp8Ov1bOxdYcIQ0wkkL7aDZKMZCnElX7xSBHxismN78kzuLNzG12Va/iSw4oiSTRZXfi1Ou5qeAWPRoeMgjOZRD1nkNv23EeTw0Rt9XK+2rULnKdm6v7lzTcw31nDz898FLcpL+dFx2lwMtc5jyOepvGukGSMGmOG7HUanHijXpo84/kloUSIq1+8gvq8BWxcezd3nXIPW3dtZd3KdYwGYxzujGPTlqKz9mDUGIkrMeY65/OVZTdyzctXoagKR70tzHPN56i3JXOd+3ffl7lGettoMMaBLg+KHOJAl5pjM5EmLGVZ5qHTf8ynX7oSRVWIJqN877QfYNfbufrFKzJjzxv2cutTLRzq62VhSSk/umIVspytuhbXzFXmTlZnq6gc6Gvhjh1fQZIgqu2kfXSQHl+CExQFJWkmHixBa+klPlYCgN7aj6Tq0JmHiAeL8bZciE/ycttv9tM02Ie7vjEjWm8cbUBCQkGh1XcEo/EUgsFyEWz4hZNxm/V89tFdNLZdzIIKHfd96FThJT0WQQZkbSjzvUtoO1HkEAe7JFTFkjMWJqqRD3b7kGQJVeUdLTUmTxxMRzBPVEs7zWfkWM68W0wMZJyubH+tQvudCPEZ/B2Q/vmX8f2f8JkkjVtZXLsLfF2CXJZlsV1VBREd9qbIaosI5b36TXCWj6uJjY7U/qnzrvwC1H8E8mth292C6J19plAwt75MFlkNkJo0Q4lCUisIZwCDE6Je4QOdVwNjfSLPQQ1CUoKRwwjqJSHU1Wp8/O9gH9SeD+2bkAcPi+er3ir8uSWtUH0rk+ytEkHx2WgLLPmkUEm/+DWhgK48VXhRGxzj26pOE6R1+8tCQa4qwr+7bA20vSTaTZLGrVc6XxcdYC/LtluZaCdyHJBlmYsvvpiLL744s+2EE05Ar9eTl5dHLDZer0QiQX9/PxZHHoP+CJ6W3ZSdfDGfPMHGrb/0Eo/HKS4uZsOGDTz55JPccccdPPfcc5njVVXNkJuLyp0c6PTgMuvZn7qPTLb7mOxhvattlJWz3XzxnNrMap/JROtk8hSEpYjVqGXAF+HYcAibUUsoliSaVClxmBgNxvDFwFVcwcolCxgei6IoKoPeINHRHgzBHvSBLtqOHCYy3I2iTA7xVEl4e/F4e4FtU7bzls2bcBxuYt6Hv8Jpy5aliHc41OPHbtSiqCrRhEpSUbAYtKyodvHY1nb2HvOwqMzBtRvmYjeLe+Hudg9ajUxcEXKxijwz1YUWVla7edYXQY0raCXoGg0TiSvIEhk/7Z+8cpTrzqrFZtJl3VcnW7DsPeahyGFK+U4vpae1IdPmN36gLotwfjsl9MQ+B5VeT4gT5+a9I9E9uW/f7TNg4vj5a54f6fJvbfCx13vkn96a5P14l3pPhLXPJ9R36STLkZERBgaEy5nNZuPkk0VQ3YoVKwAIBqcO3/tngNms42NXreD8jyzEZh9XEhr1Gi4/cz4XrqnK+kJqNTIfOaWa1dVuvvnFP9GZkk6qikpL4xAmmw71Iwrt6vjyiWPqCNoPy3x8jkxcHVckh5Oj5BslPlxcipZxfysNY9QYocpeiSp5M9tVQsS10BG20RcaV0JG1TBHyswsXPAZrMYAZJSkCioKW95w8sgPxpcohUNxfvs7Lx2xOlg9AghSIakmOeofQo4b2R8IZ9TWiqqye2iYox4r+xt1JJRAqjywqS3AGx15qK0QiY2TE3uOBNh/1MCKD8uMxMbD4nojHiQXXFLnxBPrzfyYCCR8zCrxkeiuZPfBcUV6nzdMH3D5LbMYM/VmflOEk2FM5T18ZGERb/zPeEjdWCBGc8MglSeV8/pIEFLhmeFYkv2HRlldV8DdF6zKGQfeaICnW58fD8NBxWsdYuFnjLxxZ5jRCar6Y/sGMTVoCF1QwKGB8X472BegoV/LqsUmBiND43WIeZHmw+xYeVbQXtdAiK4BOM1aQOPecTXvyFCQkaEgZRuqeaN7XAnrGYuxgxjrTiyjbft4f4bGYrz06yGqOsrYOhwiPb0fiSd54uUW9nQO0YQv87stoagc9HqoWmjlJxedgib1giBLEufWlHNyZSGX/fq1rEDFxiEvWlnCbtBn1bk3nECOJPnk2iT+xEimP0ejotyRRD7N/vG2GI6NQdkYV60oZCTWQzTVn8FESPzzVvFikw+XSc/66mJMOi17d0sYdVp2Bse/U8FIghe2BjgpPovhgvH+jytJmv2DzAo7afv5SMZmNJlUaX+zj4pSG4ftSXpTgaeqCoc7PJj0Gn71zTMx6DSZcy1bXc7i5bO4+bo/cqRh/Hvb3TqKJEvMWlvB/vbx/uwYDtIBnFpbSOuEgMzhgTEYGOOmz67mzHPmZ7YXOk3c+rETuO6DC3BMUA3Z7EY+9ZnVlFe7eOxH46EFkXCCI4cHWbqyjC/fdhqT0d/j5xtffQ419YtCUVSaGwZxuk34PGFGUv5jqgpHjwyh02l48LGLMVvGX0yXrJjFwhNKiEYSmN8nJVMsEiQafQ9p6zN4z4iFxrjj4pXTLud8P/GPmIg9VTvY7fb/+4L8o2KiP3UKU3kOvy0m+mJ3bYefr4b+/ZmARZQEPHyy2KY1QXwMLQgbkEkWFRIyG1t34NUJ2wFp1iqushlThDL4UHEVL0Pq35shlu2JGLfPEaroOfEkP/cEcR/8IVL7XhEqOXgAv1ZHk1YW5/E04Xt0Ha4rt+B0zqE2GhGEeMojWwJciRiULANLUW4YpSyjWAq4bfNXM+Tzne3bqFvzGZr8bdSMeQAJtfxk5KEGnOERJIMDr0ZHk6+VpCTTZHUhla7MUhkDNHuPcM+uu7n7lHsJRLNDCCVJ4p5T7uPmrV+nxdMsrECSESptVdy06mZcRjeSJOE0OKm2z6bN35o5b9oapNPfSaW9EqvGKvY1a1lQoeNw20XUVsYZdf0MBYUWTzP37robJeXVmvaPThOX3qiXplFBisuSzE0rb0ZVQVGSlNT/gai2C0OiAqf5DOG7nSKeD3b5MoRlnimPOnd9ZpxV2isz10pvSySMdOgfxlXfS0ewlJHgYgpspgzxqigqqCqLyhxZ1hYTAwOTySRtIwNUOgv47+c9xPWz0Fl70cXL+cxPDxGKKXz/zVf572vqqYhdxeGOPuqKi0moYxztGcBV8xSSBHrLIFp9hNrCkpRvtIl4sASdVfxGr3OLFQpphfX2sHiuhmMJUFU+/+RmGnpi1M9y8t+fWgVIfP7Rnezr9AKwpNJJ7TxRd028DFkxT6s0nkqNPB1x/14xkcyeypt8Mqa1EeL47T7eTqH9ttc+DkJ8Bn8HmJyw6BNEG/6Etv6C6clRWQZX5fjfE0MZK9cL5XVagV20UBCxE0Mb190OHZsEGdu1ReQp9O0Rn33yJQj74JXbhQ3H2yERBq0xpbJuErZZpauFQrn2YmEhsv8xxtnx9BJTnQhdjIwIH+yKtXDGffDwasHVB3vh0VMFkV28XJDf0SnKoiaED3bPDkHgp8nmjk3ANwRBf+w1MOXBsVdh1fVQfToc/KU43l4GA/tF+2z5Npx1/7jtx+zTRbE7NuVYgLxXKIpCLBYjFApxySWXcMsttwBw//33U1dXR3FxMcXFxaiqSqy/GVVVmeeIYZQhHo+zcuVKHnjgAQDC4TA/+clP+NnPfsY111wDZNs8HEzZHu3v9FKZb8YbirFidh5WozaL5Fxe7eaKU6r5y4E+YgmFvxzo46r1c7CbxX10Kq9rp0nHnvZRAuE4j25pY0/7KMuqXFy+topyt4nOkRCzCywsrXTxVoeXDfVFXLthDo9taWdX+yir5uSxt22YcFICRxll82pAAn9NEFmNk58cwt/Xhr+vDU/PUaKjPccVlOQb7mfPwzdxRv5NhE6dSzKpsKDUjj8c476PncAvth1jX6eHEyrdXHXqHK5/fA+BcIxn9nTz4sFezl1SypfOrWNFtYvfpoRLdqOGR69ZhSzLQgGcWvOuALPzzTme0a80DHCoN8CqadTskK1uXjE7j2KniV5JyiKB023+TkroQDjOztYR8iy6zLNxX4dnWl/yiZjYt+8Gk8fPX0Myp8es3SD9S1mT/C3fpd4TYa3VakkkEnR3d7N69epM0qMkSSxevDjTYemQLqvV+p4K94+EiWT1RKRvZpNh0MpZtg1pxGNJVDV3QCdUJdvyIAMVafLMbgqSNHWkWlKdhuzRTP1FikanPn9cVZnq65JUpw5ziyaTJJTcIRVNKiix3P0TSZVYzgxianUUU9chkZj6Zq3KU9chmZimbsrU55nu/Ek1OWWd40qSxBTXiMeSRBO5dUiqKvFp6hyfpqyJaci76eqQnKYO0Sn6ACCcSKJOcSeIKUqGrJ4Ig1ZLPJlb1oSiEk3mllVJ+VVOhXhOCImAKk29XSNpuGZVDUuL3RgTcTSqyu/MPiRZ5toza3lqUyv+CXYZ8SnKA5CIJad87sfiyUwQ0URE4skssjoNrVYmFpuiPxV12v6cbnvu2QUc0xDD8jQPxuQUfQOibuoUdYtHpxnD8SR6fe7A0Gjk942sBrC5i5ATMy+N/5eIBkVQjtvt/nsXZQb/pJjKN3hKKIogq80F477WWtO4L3bnNvD3wA9rx4Os4mOgNYsX/1kroXvn5JMiA+54GD71KmrlOmq33kiTp0kQyl27M2o9GUEse7R6mqwukpJMs07iHsMY9yoJpK7t0LENoiLUMCu8sWsHPLwG6dJn2Nj4Kj6NRpDVeivEw2JpeP9+ePw0lE+9gi+eTR77or4s8tlvdPLt139MZ+VaflZ5IlfZC9DLeqKuldSNedjYvgdnMjFOxjrnI519O5EXcy32WrzN3LL1poyaeaIli0bWcO+679Dp7+RLr12Pikqz9wiSJGcR2/ev/y4ff+5SIskIwmBOxaA18OVNNzDXOY9LzJeiqAq3b7uVIXcjJ1XXcM8pd3PH9tdpGm1krnMeR70tqXaW+dqKm9DImgxxadfbMWgMhBIhjBojVp2d6x7bxcG+Htz13RmPZl/Uy3d230fjaCNRfTFJ5aIMYekwabm67ku4zXpcJnem/BPHnjfiQWfpA0lFZ+lDqw0DYjIjkUzy+Sc2c7gzzqJyF7//8iloJQlFUfnC47s50OWhuP4Z4touVEAXr2Cg+8MklYuQtGHUhAnxmq6iK3+ar77ei8FWztMX3st33vomR30tWAwlxIMlGGwDzHXWcPP15+C2Grjusd0c6PJSGbuajWfNQUoR6CoqnogHnaTlz/pRhgMx8m16ftf2OAPO57Fri2lsuxhvWPy2OdDlzfT7oS4ff/jot9DqIth1DrznxqdVC0+lRk6T2Ps7PdSV2nGZde9JdayoKiNj0WmPmeqcb2sjxPtv9zHjf/0PCkmCcx6gxfVBlq5ef9y2E0S8wt7DPgs6NgvS2d8j/pakSaGNL8O628aJWUUVBK61WAQstr4Mw4cR3/XU9XU2mHc+NPw6+7qyAfzdcF2jsBGxzoJfnClCILu3ieNtZRDoyj5OSsBVb8JT5wuy/NCvxDNu4IBQPoeGQNZB2CPCHW1lIoRR1kIyAhqdsEZRVBFsHPHAju8LZfVEgllRxL+ubUKx/dSHhf3HF5rGvakfO208kDHqT9l+eMXLqXGCKv1voPqUZRmj0cgLL7yQRWi1t7fz2GOPIcsy8+bNIxaL4R3s4cMXXsxtHz+VkZHUqvTa2oyaefHixeh0OjyecaHURHJzWVVq0kwCd6gdpWsP0bESXpKXMqdmQRaZ+dFV5cIoVVV5u1paDBokCfZ3eakqsKCqKnvaR3Fb9Dy/v5fn9/ciSRJnLyrmurPmYzVouffPTRzo9PDYlnZUVUVVVIKRBApS2oyGXk+QcEI0eVLSETTP4id3Xsj1T+xFH44jJWPI/i7wdDHa3UK0r4lIwDNlGVVV5YEHHuC6667jzEUlBCIJbEYtDrOehl4/xQ4zh7p9SEgsKnfyp73dKCoEogp/2NPD1afO5dITK/n9ri6seplIXGEoEEOS4uxqGyWhgEknU2A38oPLV2Az6phbaOHogAiJlIECq5497aP0e8MUO03T+k5PVCirqsr3/9I0pcr9+rPm0+8NYzFoc5Txj2xuZXQsypA/TEJRsRu1HBsOEYwm3jfLj7+l/3V6zG5t6OaU+r+vNck/Kt5Ti5SVlXH06FEeeughwuEwv/zlLzOfTfQl6ezsBCA/Pz/nHDOYwQxm8G5g0Og5o2Ye5mgCU8DLcFMzweERlLFa9GYTa6rdlBcs5r6nDxAI5/qBzWAGM5jBDN4/TLYOyMFUNiDDTfDjpeP7lK6A31w4TlankQjD5w6Aay7cZZ7+Gk+eiVR+Mhsv+gW+312Ks2c3UrlY9UfXdkhN6DsTMeaGvBwxu0CSaDE78elMuAqXQJ5Y6SKBUGQXL8PZv1e8xPbsAFTkspNxdW0V51WBa3bDz1aAmkTp2s5tW79Gk6+VWmsFG0/9HrJGi1NnpzYWpUkrUxtPYA+NcvuclTRaTSg+QfSGkxFIEdq+ijW4rEVZZCwIVW46cNCkNRFOhFFUJWP7MZUliyzJVNorM8GHU6ngtRotv/rAb+gOdFNqKeWmrV+j1XcUEArgRwI/Z05kTsaCotV3hEA8kAkNnGUu42N/uIGEthNtohyHPvv8/pifSEJkSIQTYRqG2jjQ5cmojg22fmrddUDKN1pNCsJZH2ZRySzsRg2X/f56otpODIkKnrroB2g1mkz90vV1Gl0syK+nYaSB+e75OFL1VFSFm7feTJ+zEZu2lINtF3Pbb/bT2OunrtROQ48PVRMipu1CkkT/x3VdzJ8l09yjkkykx52KbBxBZ+3J2ITcvec2OsbakCTQWfso8nwJeVTmjX1x7mg7yENXrJzWukJVVYbDQxgUDWfM1WPXFiLJ0Jc4g1UlK9jeu51DCS0us1jNubjcmVGRLS53km81ZkIN34lwlWUJl0WHJ+xBSZrJsxr4weUr+MwjO2ga7ONzj+1CUskoz49HdawoKt/f7qP92c0sKnNw50eXkGcbD3GcTsn8TjZCf63dxzthxv/6HxiSRFJnO36CVFVh07eFCnmsDxb9B2zdKDywARZ9QpCwVaeOb9t8p9jm64JffwgsBcLKo2wNHP414zYgKqARBPHwoQlWHikoYYgq8OLXxfOhcp1QWPe8CdVnCPJ5/+O5ZdbbRFk1ehEcqbNA716QdUjJ1ArWsV5BWifCQmltKwa/4FZwzYOP/RGe+hD4Uiun21+Fy1+FwBVQIPzxef4GGDkyHnJcVCAI7egXhV83wOwzcoMUN985vu3s+/8mZPVEVFVVZf390EMPcejQIX784x/T2dmJRqNh48aNXHTRRciyTHFxMW63mz8+9yJH3KexvNrNaz/+Lqqqcuqpp2bOM5EIVVUxEVlg0fPMA/9FIpK94t/qysdYUE1t/UKaaiI4tTF6YhoK7YZpScNgNImiqCwud+IJRglGEyyrcrErtUI6nlRBVdjaPExDbwBVVekaDZFvNbCzdQQksar7xYN9lLnNIAnBkiRJaGRQUmJHSZKwGLRIqGhkCUXSc/7pp5BQVF5vHqZ/+9NEdv9p2vYtKSkhGY1xerUVSVVRJQkDCt+6aDEvHe4jGktm/KLHwnFeOCQSmBKKylg0TonTzOwiG8eGglQXWPjNmx281eFFq5HQa0SQ8Unz8rEZdQSjSR79zEn0e8P8cvsxXmsYpKnXT57NwNd+tZeVc/Kn9PuerG4OxYW6PRpP8tz+CFeum43DYsiomV840IeK8LxWVVgxO48r181m7zEPtaV2BnwRCu0SXaMhqlLK7/R1LQbN38S+IzN2/ob+1+kxu8wZYO3qf247kPcL76l1TzvtNFpaWujr62Pjxo2Z7ZIkce6552b+3rFjB5IkUV1d/deX9J8Mfl84J+APwOYwotVKBBLZwW8WrR4ZDclJwW8yWqIJHeZJPaUiM7UmU2JKuSwwFtVgnWLyx2jTCi+7SepLWdYhS3JmeWcaWlVGL2uJpT27UrBqDVj1OsZi2XXOM+tR7SrD/uy6WU1abDpy2kIva9FKuT8cZUnGYsn1y5Ul0MlT11lr1GUmkCfCYNAgy0JVMxE2q0xSSaKRs9tWJ2vRyVrik+ps0hiw2lTGAtl1szkMJEx6BsYm9bNOi1kr4Yllv4zrZA16fW5/amQJ/RQ/oiUJzJqpvYONDs2UdTYaNGhkKUdBnGcx0pcIEZ2kzLXpdIyF41gnzRiOBiM4jHp8kew62w06bDodwdikNtJq0CVzb74aSUavTtHPSKjx3P5clr+APEUheOwYSy65KLN9eOF3qM0vQun0UVFRzcdOm8NPnxMv7nqNDo0kk5w0hi1WPQajlmhk0hi2GbCatIyFs7e7rQa8oyGc7myiJBiPYnMZ8HmyA1INBi36KR5eOo2E3pz7JZRkCYfz3YUXRqOJKcewXq8hHk+im6QIN5l0GE06IpPIfKvDABIEx7L70+EyzSyPncEMZvC3w2QbkPAIFC4QNiBd26FoCVzye/h+Ze6xFWuhoA5+thqmXFuWgpqEzq3I36vEBTDrROHj+fjpgjhI6ZkkScM9rbu5ec5qWsw26kJ+nPGwIBn+5zIoW4vavQ25fA2ujzwF/68sdQGx5s135l04HzlFkNjxMZA1KBVr8PXtRi1dKZTUapImfyu+B0pwfbkLqftNNh5+GZ9Wi1NR8JavpsnqQJHk8Qd26kVlrmMu6tnfQiV3IuCuNXcxMtpMUGvEordxzUtXZVYxyZIsyGidXajuUiGXaeuFO9fchTfqRZ5GQ6aVtVQ5qvBEPLT7svNnehI9KKqaHV6ot3P7tltpGm1kjqOGvoYPosghNLKEJxQj3zb+XLPqrBg0BsLJMBIS39p5IyX1IiiwMnY1d581LxMamb5GjbuWaz5zEtXuQo55hohqO5Eklai2k07vMFXughxVvyRJfHvNxozi/LZtt2RI9aPeJiRJRWftYf4smYZuH4oKjb1+6mc5aOwFfaI8o7CWUCmc9xL3XfIt7vjtQQ52eymp+yNxfTeqKhRhkqqna+xYpp4Ozh1vAAEAAElEQVRzHfO47fQ1fOj/bSWpkKXenYpQToRCuINaYoPD9DTsJ4gFrcmMrrqUysJ8CsvOo94xzI2/2sv9H1/OD69YSdvQGG6zjjybMefldqK1SdqOJamoHBsOUpVv4o7tt3F4uIF4sITK2NX818WL6DU9iqu+l85gKb6jF6Go0nGrjj2hGG2jCRQV9nV6+dD/25JFTE+nZD4eG6H3avdxPHi/CfEZ/BVQFPShPjHJOdleaSpEfIKELVku1M5Lr4RnPgmJCCAJz+aoH9bdIdTVtlkp0taf8sDWiOeTew6c9UCKsJ4ASSP2CXuyyWrxofCWPvCo+HOkAYxuWHCp8JR+/noRCJlB6v09NgZPrBvfnHqOsPwzhA8/gzkWAL0Rgv0iGDERFquRkMHoAm8rSLLw2k4HKFZvgCfOFNYkebXwoUegfbNY0RQeFr7aoWFxXFppPVWQYtg7rkY/9hp4OwW5Pd13RFXfdRDjVFi4cCFXXnnltKFs93znu3zm2mvZ8f2r2G0wY5DhsssuY9WqbCvPNBGqqmqGVCwqq6Ln6OGs/cY8w4x5hnm9eRev/0H0n9lVRKC4mgfjp7Fy+QksXrwYm82WOcZq1LJidh6720bQaGRu/s1+llW5+NEVK3hkcysvHOzP7BsIxxgMxDBqYXgsyvlLS4knVV482EeezYAsS1Tmmen2hCl1mVlc7uDPe3vRaCXOWzqLEpeZc5aUsrN1hCUVTgBeOtSPw6QhFssVZpnyyzht7UmsW7GEC888i2BzC4N7DhELhdGbTViWL8Dlzue8Gjd+VZNpqy+fV8PRwQDtQ0G0ssTTb3bypXPrePTaE+n3hlFVlVuePkCe1cDIWJSff3oV4bhCdYEly/f7qvVzONTtpzY1Adw5Ioj6Xa3DPPCckglRnMo+Q1VVwnEFVJVYQiGaUPjJq0f52vn1jEUSIuwxkQQkjg0FWVLhYk/7KFeum53p49Vz8/nCmfMY8EX4zZsdXP/EHpZXu7n+rPmZ8M2/1r5j4hj7a/yvJyNd/3+F0MX3A++JsL7mmmv4y1/+klFQp/Hxj388M2Pm9/vZvHkzAKtXr/7rSvlPhLFAlD88tZ9X/9KM0aSjpr6Qo0eG0Go1lJxYzG5bBE2LxOoaF33xQVRUSnVF7GqOcvcRlStWOShy9ZNUE8THinn8jyp3job4+oUFbFjgQ5ZiKLKbuDaKyigSLlTCQIRo0s7WPj8dY/1U2wpwGSJEkwG0uHip0cK2dj/n1Tq4emUSg3YM0BCIqxx0d3Hyl2z0vaCl7fAo7gIzuhVu/jcZpvpIAevqFPzJIYwaAyoOdgcHselMlFuctAVGMGq0uNVC3mgIYdCqLCp20TgoPI0/uMDEWTWtoMALb8zmj6+L5RonL7VTUNsH2jgllgIaPF4iyQSzbXkMRcbY1DfCioICJPxEklHchjyOeCMMlnVwsrOYo/tUBj0R6qtt1C0L4NV1U2B0EVMS+GIB7LKDQ3vM7DoQYv6KUlxDYXqPeSgosZEot7OlP0BpngmrUU9zj48Ch4GTTpTRFjXzy6M9nFS0lHmOqky/2vVWPjHvg+wYPECjpxWtpEHX5Wbbo4NoJJmaBYW0NA2h0cjMXZ9Pb70Hh3aI6ngp+zpDxJMKSyvsRIz99IaizLMX0BPyEU7EqFby6X3az0h3O6tXldESTzI6FqW23IF3LMYrnhAnrC5DbfcyMjhGeZWLeDxJ+yttrFhQwKDdQOdIiMpiCyULY3SauimvcqJuluhq9pBXaEWqdrJlaIxilwmHRc+Rbh/5DiOfPqeGM5fNYigY4eFdR3i1tRerXkeVzsrBHR4+eWATV5w5j/NPrCSWTPLr/a38z8F2ZElicbGLpiEfqqqyRG9j9IVuktEkq84t56AUJppUmKNI8Lqfl/4UZc2nCmG+n6gSxa4U8uorKp19YVadVEqy2IMvHqZMn0fbbg0/7wiz/sRSqur9jCXHKNYWUhwrRgp4OXkCWZ1G0/AATY/vYeUt13PCbDfzZtnR5su8OeqjTM1nbqVCV3gYu87IfIeVWHKY5V/V49/k4vD2IUxmPfmrC9llDmPQSCxR3RxqFoETS/IsDO3s4uuf/yPnXbiA8z5cj0Yn81pfM892HiL6oTj1rUW0vzxKJJKgalERh1WF0W4fi6pcdA0F8QZj1FU4GfZFeM0XoXahC0N/lNHhEAuWFHPZlSLM9XjQ0+Xl14/u4eDeXoqKbZgsOo61juLKM5OXb2bPm13c8oX/5ZJPLWPVmnHip6DIyn3//SH+55f72PJKKwaDlqrZLuFXrddSs6CI1iNDSLLEOR+q4/yLFiJPMykygxnMYAbHhbQFiKVQ/EvbgJSfDKZ8CA7CJ1+Gx9ZBzy5BFpcsTymZAWT47D7hQRocFF6baWhMYmn02xHYPTthqAm630BBxac14Pz4c0gVa9D8/CTubdmWCkuMjVO43W/AV7o4cPAgS046U2yrWAfd21HKTuK2Pd+hyXuE2jmr2di6A9lgRymo47a5J9LktlPrrqcmOkZToI25QS+O0DB8pwBiY8iAIxHDa87H8cnXqN36VRr8rcwJeukx2QhrdJi0JiTZwNUvXZmxSgBhKeLU2eGJ0/muLkaTxUVt3kJq3XUc8TRR46rlppU349Q7kJ7YkGln5VOvcNv22zIEcCKZyAQi3nPKfTkT9CA8yevy6mkYOZxjh3bjiq8jI+E0uhiNjNI40pAJDayrOJse/bPozAM8sO/NjM2Doirc+vrNGe9tBUV0m76bJ7+wlGp3YdZL2sa1d+ONeLh35z189fVrMn7YhkRFRmFd4cyb1lIiEAtw1NuSUe+myWuj1kgoEUKSoGj+SxjkizMe2T+8fAXecByn+QyOeY/xlS1fQkWh2duEVh/lR1eu4phnkK++/hCqqkBKhY0UQ68xEklGMGlMfGf9d9DImuNS78b9fsKdXRz5318z0NqAUWMkZiim3xcirhvEXT2X2g98hNqSfOKLDYwEo3zjtwey1MoT323H1cweSur/SFLfTY2rjl2vnylUZuYottpGkBS0ll4OdfQSiFdmWagsqNDR0JU8btWx26JntlubIa0nE9PTKZmP20bofcT7SYjP4D1CUeCnK1kweAgOLxThiu9EWhsdQgnc/qpQLP/hcmGdoU1NmJWvBYNdkKmzzxxXDhvs4OsU/5IJseLn5ZvB5BI2T4kIzDoZoh4oOzHlRZ2CfTbE/an9wmQ9hyIe6NwKQ4fh2GYESa0K4ltnESuIlPEcIECEJ6LCqd+k2flBlh74Ggw1CO9pkxvKT4KkAt5jItixaIkgkc95ANbfIW5GYR/s+Yl4Ng68lVn1AxIULIRrd0OgR5DVtpLpgxTT7XnsNXHsRHJ78vd0onf4+6TGTuOUk1fz2Qee5qWXXsIS6uHzl53L+vXrp91/Iqmou/J/+ctf/sK+ffvYv38/Bw8eJBwO5xwT8gwQ8gzwncY3M9vmzJnDkiVLMv+uWbeAS1ZXcNNT+8izGth7zMPVp8p86dw6rj51LioqP3nlKH/e14NGhkgCqvNN6HUaDvV4KHOb0cgSiytc7O8YZUm5k+FAhH2dPhJAmdPCDWfXIMsyXzynNqMWv+6xXbgteoYDEWyLz0FOhIgnkhTOWYylrJ6bPnoyc20ShtFBun77P4Q6u+gcHiOWUJAliY7XtmKvqmDBRefhLCwhnlT46atHBSFe7iSRVCl2GHmrw8tYJIHFoOGX2zvY3zGKRiMzMhblhEont/32AMeGQ5S7zQz6wyQU+MuBvgx5vLNtBEmSyLOKnIQVs0s42OXFbdGzs3WEQDieZambVlBvORwgz2rEH0kgA681DPDZ0+dhM+lYWe3mhUAUFShzm/AEoyypFMrmyaGYkiSx95iHfJuRPe2jDPgifzP7jsnj629xHkVRuPKnb9I2EOCXh9/k0WtPRD6eibp/I0iqOlmHeXzw+/08/vjjHDx4EJvNxvr16/ngBz+Y+XzHjh387ne/A+CGG26gvLz8b1Pi/yNEo1EOHTrEwoULMRiO78fM8OAY3/jKszlKxZIqJ+2LDIyo2arNIocOnUamezT7oVVs01AV17P9QLYKN9+u4eGvWNEZJnsWSTR5bGwb6M7aKgOWZAVP7AxM2lvlaxtcfOG/NajAl644Ov5hRxl/7g0Rn/SCckadlT6pj8gkT+AyUx77joAvnL29wmnixtN6cZnGsrZ7/Fa2dDtJmrxZ2zWSHk/MxrFAdqCEUaOh1uFm3+hQ1nZZkTnBUELcll1nAN1oBb/5sy/HK/yUCifbu7xMthbfsMqFa34naLLrMM9RxVlla3LO3zk8wHfv2IynL7vfbA4t5k8Y8RmzH4BmyYRZY2Q4kd1vJo2Ogp1WmjcNZ23XGjW411en0m4nbJfhdLuZhp2T6ixL1P1HBe0FPSBlV666exav7h9jskXx+sUl3HTJEoyTVN1vtg2w8Ym3CIay26KmwsGIK8poOLvO+WYDRTsCeDuyx5g534iz1Ervgey6WV1aCs6axZa3svc3GiSWL3Gwbac3u84a+NBiC3TLfPjC+YQOvMWp138agFtvvZWrr76aH/5vG7c9vI/fGF9hweUfwXHiSn7W1MVrbX1Z59pQZ8Xl6kWZ5PGuG8znL63gn+SbXmYwY9kywthQ9vfQnWfG+XkjvSFfdp1jepR9+RwcyF5yZtJrmFfm4EBbdn/qZIkbzpjHB86Yx/Fi1/YO/vuBrTn++AuXFtN0eJBEPLujTz51Np/5Uu4Ybjo8wIP3bCI4aWVAQbGVW759FnkFluMu098KgUCA5uZm/tQhE5zxsP4/RTTo51sfWvhP42H9Xp7P/w74W7TLnj17plU3vWtMtgC5/DWxPTQkyOo0qVq6IuVLrYgX+uJl0LdL7FuxDq7cJF6Ak0m4Lw+iPuHFeeOQ8Ivu243PYMcZHp1aN1xxCgpwmz4uSN78RWxc+iXkB8pgqnyF8rVw1Rb27N073haKAmMDeP7nMq5ymklKMhpV4ZGGzbiub8WjN3LVC5eTVJPIkszPTvsp9/3pYo6aHdSOednY+mbGq/K2VNhjrauWJBqaPA3j15YkZEkEG6moyMj8/KxHuHfXPbR4mqlzzuVr23/K1XXrRBkkmYfPegxJksdJv7EBlO+W4ZNloeS+7jBXvX7jlPkmNa5a7l33nSzv4Ez3qQreiJf7dt0zbkGiMRFNRqnLq+fbazZyx7bbODxyCIA6Vz1JkjR7jgDCx/rRc57AZXThiXgy7QPCyiSWjFHrruOutfdkkZVpNXhSSXLVBL/uR89+AofeKZTVrgJ8MV/mnBpJwyNnP55Roquqyq2v30zjaAPznPNp8TSjoGS1rUbS8PCZj6Eqliw1ctpL89bXb86Q4ekyZs470oBRayScCGf+CyAh8dg5T2bCHd9OvZsIhQi2tbP9R4/x6T/+aqqRy/fPXoXeYmPFVTcQK6jC6bJx3nc2oahiBd7/fnV9FuE6Mhblgw9sRpGD5C98GEkSY2jg4FWoCTOgcuK6l2jzNxMPFVIRvYb/vmIVt227hcbRRurcddx58t14w9N7YU+FXbt3U12zkDsmkOk/unJlli3Iv6KSeeZZNDX+qnbxHIMH56Ko4vvKDUfBVfXOx6mqUAL/5kKhDA70waW/h23fEZOQacIVBElrsMOLXxOK65Fm4R+NLJ4tkkYs37VXAKo4du0t8N0yoabW6OGLnbDlPwUxrSDIbiaoXvPqITgg/KklSZDndZeI/f2dQlGdgQQGJyy5HM79Lvt2bGbpvq8Isjo0BCUrxORrsF88H/3dcNUWME/6zZZMwgMl4piJkLSQXwtXbRVk9PEQzOn2TJPbY/3CbmRyCGbYC49vEG0+3T7vAu/0G2Sif/F7uZekjzdq4UDDEVoaD7Hnrf00HDpAQ0MDsVjsHc8hyzLz589Hl19FzFbGqhXL+NYVZ2M0jq8oSiaT/NfvD/FqQz9uqwGrURCboViCkbEYZy8q4eYL6vjBi8385UAfiqIwFk1i0EASid98YS0lrvFVvWl/552tIywud9DY66d9OEQioaDTwHlLy7jkhCLWnrjkuNph95+eJ2/+HB7Z0UtTj5fRYJxF5c6MCvr6s+bzwLON/GlfL26zDpNewwP/sQyAjz20HZNOJhRXMGiEjYhBq+HpG07BZtIRCMd5eNNRdrd7WFrh5Cvn1WbqiaqyYUExN36gLkPKBsJxrntsF1olTFjRMzIWI6Go6LUyT1+/FrtZj6qqGbtPi0HDd58/klXWtO1HWkktSeK5s2J23vuisJ6Mv2Zc9nlCXPbDbWglhYQq89QX1mT1/Tvh3+E59J4NV+x2O9dff/20n69evfrfSlkNEArGcshqAI8vzIiaq2AZ8MXRTrHkvj+QJDaQ+xI17E+SIDFFEKJKXyias1UB2kdyz68i0eqNoaZCaCYinq8Q782dw+gLJIlYcl92/JEYvnBu3XyRSA5ZDeCyjyFbtEzOhUuqMYLx3DpEkklGoomc7YqsYMuPMpp7CAMDTBls6dPIOWQ1gGyI5pDVAP5YbvkBzIolh6wGGAskiBunmK1Vw1MGZ4aTcfxtueMlEUkSiuQu9UkoEJ6iLVBUZGM0h6wGGLOQQ1YDRGPJHLIaIM9gzCGrAfq9IQLG3GsPh6KYunLbKTQcQa/k9sGYJ0GkO7dAkajKaH/OZhJJGGpOUJ5nQUYhNDiS+ezqq6/mhhtu4MEf/je3PbxPXHdoBIeiYNDm1i0cTeKY4oU94Yrhn8JeZzQaQZ1EVgOMjoRIRHLbIqSPEYhP0c+xJMEpPLXjiorBffwPJIDR4dCUYa7hUCKHrAYYGgjkbAPIyzfnkNUAnuHQ34WsnsEMZvAviMkWIKEhsBaJf2MD4591C19oQKjB0mS1pIGP/mb8ZTo8DNHUPS0WgidOQ+ndxW1zV9NktlMb8rOx5Q3kyYrrru34rthE0967SEoSTcMH8claXHorxPzj++ksEA+J5dKTtRyyDLKMs2s7tdrlgnAOenGWrgRbsQhodNdxeOQQiqpw766NtJodqYBFJz6TG1d4FJ/OlAl7bPQdFeHkE15u0pYe7d42wklBht6z826avYIEbvQehdKV1Aa9NFpczHXNx2lwIctyhmC2m/K4vW6D8MpOKNzpnJ0p22Qc8TThjXhwm/JyPpMlGbfJzddW3sTVL1yBgpJRSDeNNtLp76RxRJDtEhL/UfcJvvnGHZnj57nmZ2weJto/zHXO4+619xKYEEo50cYiYzHinJtdIFVFq9EwO69oynM69I7xXVEFMa2qKIpCbV4dR0abqHHXZtrWoDHgMDqQJGlKpfZU6l9VhdGWCxkeWEx90WzuvrCYr2z5Yua68101mTq/k3o34Q/Q+9Ir+Eb90+7zxRd28t1153H49y+x5KpP0jRhHn5hmSNHAT2uZlYxJCpI6rupddcR0NgIJpJYDDruW383t227hWapGXfFMyCtyqnru1Udy5JEvs04rcXGjJJ5BscNvX3cx1nWib+PB5IkFMdpZXD1BjA6hc3TVGritO2FrRRGWxDPIFUQyfYy4TF9+cvieWB0iBBCvVWorrVG2PIt6HoDYcWpiM9iKWGSzi5Ol4gAGqH2tpSAzghaw7i9h71S1FGNA7JQXasqSa11vB7lKcssR5kgrMd6Ye7ZQgWehqIIL269Dayl4K4VQY1pFbeqQMUp45Ydky1AprL0SLdn9YZcf+uJmKjGnm6fvyHeq6o1TXg+srmVPe2jGUtFWa5ArargzFM/xYZEnK27DuCK95MX7+fAgQM0NTWRnCTWUxSFpqYmQNhPHnkenrpHR319PYsXL2bx4sUcGnOwe1jkDsQSCiuqXcQTCn/e14vboqep10copnDV+jnsah/FbdKw65iPcAIMGiiwTb26RZIljHotj1x7Im2DY1z32C4UFU5bUIRTnYIUmQZH/vcvLLzy4ywud/Kb7e2cu6SUr5xbQzAq6uoPx3j58ADJpEK/P4rDpOXpHZ1cf9Z8qgosHBsKUpVnAiSOjYQodBhJa2CtRq3w8gZ0WhlZlrlq/Rx2to0QjiZ5dp8IprzxA3VIkpQVOri2Lh9VVdnd7mFJhTNLNZ1WZftDMfZ1eii0CcX0A881cbDLy6JyJwc6hbJ6ZCzKfR87IRP4+Le075iMtEL8vRLiRQ4jlflm2gbHmF1opsjx7ixC/x0wE0M5gxnM4B8ekXAcBRlz4fhL9cMPP8yDDz7ID/9wJLPNXJCHKsmE41MQ+zOYwQxmMIP3BWlVbNbS/skWIJbCcYsQc8H4Z8rk+7UkSIKKNYLcTsOcDwZbSmFtge6d+LRamsx2QQyb7fi0OlyJSZNxOgvOx0+jtnqcaFa7d6AmQilLBw38x4vwi9PF/p1bBaE+GZZCEejYvh1f+RqcF/8eyVYMkoQE3LjsRq5+8XIUSeKov415CYWjWqhNKDi/2gcjzTjdNdRu+7oIZHTXoSgKjSmFdb17ATetvBlVUbj6xU+BJBGJBznqbckUYZ5rPq4L7uM/x3q5ae/9WR7Nd2y7LUPetuj0KCg06XX44wG+uvxGrn7xyhx7j0x7v01fuo1u6vLqM6riSCJCjauWnx38ScY726gx8o3tt2PUGokmo8x1zuPeU74zTvSiZlmJSJKESyMIl4mhfAsqtAy5RRDfxHoDOSpwSZL4z5O/zU1bvkaz5wi3bbslQzanA/1UVFp8zcx31vDwWY8CEle9IFTbkUQEf2rCYqrwv6lCRIfGQnQafoartp+u4Cwsmu9lkeZfP+FOFEXFG357NXEyGiUyOEi0uxvzFOKBidAZ/fh6dxEfPZ38ojksrnCxr8OTedmfCBWVjZfNRUmacVnOGPewPlmlfXAMp0VHMD7GUW8LKkpWfdOq8NFgdMqyZyYVTLp3rcCewQyOG0aHmDxMRsR/3w0BOpmMhVwyNU3OGuxiW9vL4jolK6FvJ5gLhf3UvA8IUjg9xg0OcFbCcIMgtDu3i6DGrm1C9TwywR9ZiQqFdiIMKJDUiGPaXwFUqDwVQoPwqVfhsVOF57SsA187IEHxleP1SCvBj70Giz8hfLhNzvFypSxUGG6E/DpRp87NsPyzYkK2eydUrYMP/DCbjE6roN/O0mMqcvud2vwf8J6QJhR3to0wEogyt9DKwW4fC0rtHO71s6TcKUITJaieV8fI2Gy+ecVKbCYd4XCYhoYGdu5+i58/8yqhgTb8g91MtiKLx+Ps37+f/fvHbcskrR5DfgXusnnkl59Jc8SJSa8hEk9yan1RhoxdNTuPN1qGkSGlsIahQIwSlzaj3FUUhV3toxTahAVJKKYwt9jOeUtnEYgkqHbqkXqyVxbD+Grkhx9+mLvuuiuzfbT1GOGBIYpKK6id5WT3sVF+8GIzAHuPeUgqCr4JYqt5RbbMdR+5ZjVtg2OYdDI3P32A2hIrncMhPv/YblbOdhNLEfMus469xzwZC44TKt38+a0e3BYd+zo8+EMxZFnO2HqI0MFaFEXhnj81sr9DkNFfPa82o8ZWVZVHNrcyEogyGoiyob4oQ1If7PKyuMKVUV6nyWr429l3TIWxSOKvtxxRVaGTeG/GF//ymCGs3wPC4TimKQaiVjt12J1WI2WWgmZtB3SqRGLSTU+WxIzUVIhEJUxTiBQSytT7G6bpYWUK9SsAyanPM11Aj5yQM+mzk/dPJmU0muxaJ5OyeHBL2S+oqgqSMvWP9mmagmR86jJN9wNaM909YJrzqNOsCoorquikSWF3Gq00ZcCfpEpo1KkrIemmae9pwu4mB+llzjNFqKEo05Sbp/09oUhTyLERY1gi1ylUK0lodDJKdJJyWZaQp+k4/TTbtdPc2yWtzJHDA0Q/VId7QQ0/O/2jXPPKb7nrrru46667GF74HebZ3BjMdvIW1hLS6NjfP5pzHnWaNkJNqekmNYpeK6PRSDmKZlkjISsamGQhggoazXT9MHWdp/ueT3ePmc7BSdJOM16mUJoDaDTylEGr2mnG1wxmMIMZTAdFVab2EpYkYQOS9rBW1WyLkE+9IgKgfnuJ2Ka3iuXTZScLZbW1KPu+HBoWn4MgAspW4ezdTW0oQJPZRm3IjzOZBJ01a7m1EvPj0+q5s3UnPq2B+6qXc3XDQ9TOWc23W3cQqFiDs6B2wq8cFYKDaCPD2c8GVYWLn0KWJFyTyqaoClJ4lLqgh0aLk3khH3ef+2sCwV7sJSvwJsZwFi4Qvr3rH8gQwioqnogni8hVA/3UBj00WZyCXJ+1miZ/K/Oc87n3lO+QROGmvffT6hN2bk2jjXQHujOka9qf+qi3JROMeNvrt2TI6vmuGjRoOOJpotZdl0XKTteXG9fezdZdW1m7Yq0geVWVq168AhDq6kgygopKOBHm22vuYmHewswLZkJJcMvWm4SlSV49G9fejTShtSeG8h3ujHNSdQ2tviPUuGo55m8nlAhh1pqxG7KJq3RZ0+3QONKAN+xFVSy4zA7mueZzxCMUcK2+oxnblLq8+pygv3cK/0tf7/63voHO3A8S6Cy96HQR4bcd9nLrUy18eNNWjDoN4ViCJRWuTPBgzrkiEQLNR0GFivzxVU1TkQuqFAMVBhveoqCwguoCCy39AeYUWqdsj4l9l+5bWYIHnmsUkwKzbMTMxcjmXmLBYqxaoWCdOHEwMTRx4mf7Oz2Y9FoiceFx/YPLV+ALx1NK9umPn8EMjhv+bogHSWjs6OJB8ber8p2PS2MiGQu5BPZEcvbM++C56+Hw0zB0SBC+qDD/fDjvB9nPn6hffFa+Vqz2KTtZWI3k1YowRmMeRFKrQGU9eFJ2m8Y84Tnt7xLK7EC3IMQXf0IEL3paQTYIkttSBJ1b0dvPEceanOK5s/52WHf7OFGtqkIhbnQIZfVwoyDdhxvhI0/DgotF4LBG8/ZK6rTtR/uruSr06drzeNr8HwxpQrHQZmA0EGU0GKOqwEIgmqCqwII3HGflbGGvsveYh+XV7gyZbDKZWL58OcuWLSNasYZdbaMsKTWytijKQ799mcZDh4gOteMd6s25rpqIEek/Sm//UW7e/TwAWoMJa/FsRkIn86f4MpYsWcL1Z83nilOqueGJ3bQOjjGn0EJRSrGcVu5KqAz7I4wGopy9uCRTvqvWz0GnkZDDIQabW3LKkFmN/OCDWYR1LJ5k4GAjhUWlVBVY6POG2Nk6giRLuM169hwbf4+WAU8ozopqF/5QlJ9v6uLFA30kFIVINElcFfvUlOjY1T6KklTQyhKD/ig2kw6LQbxbXnvaHFRV5bWGAUKxCDc8sRsViWVVLq5aPwdT6l32u88f4YUDvWg1Ml17uwlFE9z+4QVoNBrGIgn2HvNQW2JnKBDl2g1zeWxre0bdnLYHeT+U1NMhrRBPlyHdN8eLAV+EjpEwRi10jIQZ8EXelSXIvwNmCOt3gVg0wfN/aOC5Zw4zp6aAj1+1nLLK8R/6peUObr/nHH79yB6OHhH+UfNqCxjsD7DkrRiJpQ4OSmI55dKkCWWvFyWpoF+ex16dsB5YWpLHZ0+sw6038OgLR3h+VxeKCpWFFjQamWv/X5iPbcjngpNG0WkVur1mHtltZH9vgJPnVOJ094CUwKE3Ms9uIuJqZ+msEh7bkWQ4mMRu0FHptPKnA15iMQcGXWr2LKFltKWUbXvHmF/uwGuJMhiLoJUl6gtdtAz4KHeWY8sL4FW9SApUHcun6xUvy1xGgousNBEBVaXO5KL/WIhbfzyHT5wVYdG8LgAOtpTzyxeNhGMKJ63WoCvuFc9Lbx77dhkZ9sZYeMIshl29qJJKldVGpU3DWNxPqbmAXUMjxBQFW8JGrMXJL46NsWZZBe55vaBNIEVNdB0uZE+Dn0XVbjoGAvhDcRx6DUt0WrpebeOU2gKOaGAwHMeolVllNtD2VC/V9S4KzowRdwYhKSHty+fVF0ZprnyBj1+1guq5eSiKynO7unj0hWZsq2dR6I8ycFj086o1ldQv07Fg+UL+p/0t9o0In+n8UCFdBzQMRxLULnUx5OgFCdwRN0MNJhqtUerXVND/ZhdKUsVd6SRa6aB1KMiSajeNXR5iCZUSt4lrz6tjTV0hLz17hP99+gChUByz24R5cREvvRFgSV0F8YpBwpoIJo2WMouLdqmPDRfm0fSmSm9fHINWprbCyVutI3z95zv43Pn1VBfbSCoKm1IhgqdcbGbosJGmpjCyBPWLXPQRolRvxqzT0jIiFEm1RgcjXVHGFhdRpUDfHvGwLlpQyIBdT0ckwaxCHf4GHygq1fPy+PhVKyitcvHkKy38YVsH8aRCZYWB2SuSDCa7OW1+EW9uChMOK+TZDRQ5TWzv8bF4aTEtLcMsrnGw+OrLeNSqxzfiw6STuSWahyRrWHj1pSTMFt5oHqHIb0JvkRmMRdBJErU6J29t8eEtKaduRQAsXlAkQt2z2LYjSrndgLZQoj0yhgScPreUq1fWED89xlOP7WH/nh4AipcW023Q0LdFYf5SDUO2PpAgL5xP/2E9gWCMRVUuDnV4UFUoL7NgLNXQGwyxZHkeh/ePkkio5Fs1fPHipaxZUJx1jxkdCfHbJ99ix+vHOPXMuVz4sSXY7EbG/FGeeWo/r73YwtzaAoYGAvg8EfQmLXmrytg+PMac9ZVoWj14u/3odDJnfqCWCz66aMp7mTvfwn/efx6/emQ3TYeEknD12ko++sll7/n++LdCNDRGND4zw/x/iWhoauuYGczgeJBWs05WqALCSiOtkg4OZluEhEfAVgxXbEqprvMFKW0pnHpW1VKYIgnShPerSOFhNhrd+LxHcf7sRKR0wFTJMujbm+0ZHU/ytdXf4MjejSlFto1bTvo0R0M91B74PhsrTkHu3IaiNeF7eBWLEjE4sg4uf0WU73eXQec2mLUSrnxdkAFMJAobmG+wMy/k56jZyR2vXMu3G18V9hx6QxYB7DK6QFGQQkPkTaqvaingxoQBuXEL9pIV3KbRiwlRSYOCwi1bb8qQtABznHOx6WxZpOuda+7KqGu9UW+GuJWRuXXV7TiNzinD7jwRTyZEcbLa2KqxopE1uIwuVFWlxlVLw6gIZTRrzYQTYUxaE9/cfntWWOQtW2/KXL9xpCF7fEBOKN+96+7JIcWjySj+mB+HwZEptzfiocXbnDnPPNd8bn2qJROi+OCn7uXWbSJscY6jBofekRX0Z9fb8Ua9OA3OacP/JqrNfVGfUH2neB59ohS73il8sRULB7t8JBWVYMq67UCXh2OewZxASQBVUUmEg0yWAUxFLhi1JsKJMLFQDJ0kc+X6OXxtgv/n8XwPR4JR9nV6ATjYHQAuQtKGURMmOkZCzC2yZU0cTAxNhPFJBUVlQv28fPaRnTT2+ql2afje/Oi0x89gBscNexkYbGhDw+KZYC/76843kUxN24BYi8V//d2CdDZYhd/0rBPhjI3CSmTyM8jogKpToe0VmH06nJUiwrd8G1pfglgAUAX5rMbBkvJ0jo9BwQK45Bn43UdEqHCgRyiljQ4oqIfBw4LYToRheIjazZ+AsSth/Tdg653Q/pp45p33A1GWNOleeSqsu02Q5iNN4K6Bh08ShLo5H77aN0lJ/dXs8qeV25IsPL/LTxaK7n8xTCQUz15cwlXr52A1ajO+x2mCE3hn2wgJ9EYzC5cuQrMf1p1wLo29fhZoE8yShpit93DgwAH27dtHb28uiZ2IhvF2HOaRhw/zyMNim9PpZMmSJUQspchyHrPnnJQpy572UZwmHfu7vCwqc+AJxblkdQWqqmZ8mc9ZUsKGCjMeT+5v+fRq5Icffjjns3g4goxKgc3AaDDOSXPzMeg07GobRStLxFKCreoCCz+8fBlfenIvz+zuBgmSSRVFFU8wq174WQ8EYpw4J49oPMmf9/VSaNcjperx6JY29rSPsrDMgcuix23Rc7BbPKtfONDHztYRZpkTzKuPcbDLi8uiZ8AfRSOJQMeWgQBPfPYkrEYty6pc7GobZeVsN3azPsfuw2b6vw0s/GstR4ocRqoKLLQNBJhdZJmxBJkCM4T1caLzmIf/d+erjA4LYvnw/j7u+PKzXPCRhVz08aWZ/ebWFHDHveew9ZVWnn3mEC1NqeADbwR6ApxUn48SV+humRCc90KIVXNcnPO5ZaybW5rZ/NWPLObDa6r42XNN7Goeyii3f/7cKM++aWTNWit/PDJKMuVZ9FqzH5cpj0+frMFk6CGcFAojo7GH607Vs+9YJS81j3FwQHhs+SNJ5KjMWO9sdmwP4A2mlka2e9FqJFYszadDGeNASq3aPBRAHoZ6kwvdtiiNPYLoGvNHocPH2hXFdFr0HG4ZDxe855dwwtxaAN46OgYIwv5PL8KcWbPIc2rZedgHCNXU9m1xZhUUc84FCr7kAJ6oqHRcGWRZvom+5iI2bfeRSIqyvrbTj/Owi9VLbGza5SMa9wFwsH0Us0HL+jIn/Tu6aQ8KufSxQwNY9RqWLp9FT+Mg7V4RCti8b4TWgxLLzyimbZ+f4QFRt+aGQf7za8+x9uz5vBmO0tYnHgaeMegElmyo5vNnzWdebSF79uyh0GTjc/XraPYO8MOnm3nj6Lg34fatMSpLSsl369hx2AuI/tkRjlOyopRKm4Gd3T6UfnGN/e2j5NkMnLeqnP84fS76lFr23A/Xs3bDbB5/5jDPtwwR7hXX2HPIh6nZzLozC+jXDtDiF2OvKzGEY6VMrb+c/XvC7E+F/+1uHuaa723lI6eX0+s6xkBYXDdIDObBGbUltHTLNPi9os4R0YY1+Q5inUkamr2Zug0Cc9ZWYNbJ7O7xw4h4ofEiU756Fp9cXsbpp8/N3MQ/d349Hzypkt827+NIspPuFEHZre2l7hwjpvZSdh3yMOIXY3tPr5/ecJw76ouwVlWz7CufY/hwM6HhEUxvFaC3mJCr3bT4FH7xylEC4Tg6jcSK+jzaOsfY7xN1bjgWoKkDTjmhitauKN1Dog/8oTj0w9KaPK79YC21BU5RMYuJr9yxgUP7evnhq0fZ1R+AlK318GaYPasUh13Hm41e0mErB495KM0zUzLPzH7PCEqqmQ7GRylYaOS8sjJqTH5WTSKrX3+tlcd/vINYSq3+yvPNvLG5nTPPr+WlZ48QSo3ho01D6PUaatdUsCsUo7VP9H9DXwCNVcdpH5jPpy+op7DYxtuhcrabW+48i707u7DbjcytLXjb/f+vEIsEiU5W7P8LIRYa446LV+J0Ot/T8fv372fJkuMLVXk3cLlc77zTDGYwBSZ6Cb+dQnVKixDIJrUnWoBMhpryGFXVceWztQgZcCWTKQUcEA+gXPBzfM99Hvr30WR1C+9qHfDa7dRaDDRpYW5CpSXYPU7OXvZ7HE+ew21mrSC4xzxsbN+O/Ogp0LNL+GsDdL8Jj54CV70Osowv7KFp+CBJSeKIVgN6N4qq0KSV6dYZadLKKRKxAV/Ei8vkBkVBefw0fH27cZasQLr8NeFB7TnKfQ2PcMRlp7bqWm5cdRtHXroqU8aGkQZaPOMk7Wz7HLSSlk+/dCU1rloePutRHAZnVoDg5P5xpS05JtldKKrC/bvvy9h81Lhqp+1LSZL4+sqbuOrFK1BUhWgyyrfX3MU3t9+eRZgCOZYmk88pSRI/uHwFx4aDzC6wIMtyhhSvddfRONqQpRRP10NRFBQ1XdYavn7CnXx409YMYeqPJLl77X18/onNbH8rxrUtO/nJVavQaGQcBse0auSJ7TFxnzvX3MUcRw1HPI3Eg0WMtl6E99w4eVYDTrOWBRVaDnfGMeq0hGNxiuv/yFe2/pBadx1fPeE/ybcahV+3quCN+/ASpHesh0RkvD2mIheKzKW0DvjQaPOIKSouvSaLrE5bdbjMjlR75X4PJ7++m/VaQjEzFoOW2ancCrdFz6IyBwdSxMhEf+z0pMJEhXVdqZ2GHh+KCm2jCZDImniY7K89gxkcF2IBsM8iYKrArkuKv/9W6t3JfsuOcvEs2veoIJh73kRYUk23IjP1PypiH0mCY5vEeZWoCDdUolB7qQhhnHOuWK7bvxd2/1AQzB2bYPaZ42rpa3cJlfO2e2HvI6DG0BKFXT+E1hfFZKneKsoIsOFOUX5LERz8hbAZmX26CJiM+uAnJwibq9CwIOMr1ojrRLxw4BfCV/vAL2D1DeI8pjxBcJcsF8/mF782fRDjPykkSeL6s+Yz4ItQ5DBm7p9pYnMiwTmdlUNa2VtoM7L3mIer1sMJlU6e39/LWDSJ0WZgxDyb/0pZiQAMDQ2xf/9+tu3Ywy/+vJnoUDvJcG5mgdfrZfPmzZm/W//8Q35/fwFLlywhYplFs6GE0llz8IXjaDUSNz21j0XlTvZ3enFb9PR5I0iVVlRd7gRhejXyVNCZjCBJBCIJjFoJvVbOtNMTW9t4dn8fTrMOWZYYCcQ5NhzCpJPxR5JIkli5o6oQS6rMK7Ly4KdWYDPp+P5fmjDpZCJxhfW1TgZ8YXa3jZBvM3Ko28cJVW4OdHqoKrAwGoyhqiqhaII3R6L85JWjLKtysad9FJNOw7GREHqNRMdwkLaBMWYXpVYWTRie76fdx/HirymDLMs8eu2JvLxtF2esWZkzGT2DGcL6uNHX7cuQ1WkoikrDwX4ummL/mgWF/PwHuTelniMjU4am9bR6WDbBnzeNOSV2hn2RHJuRvtEIBwcMJCd94AnH0MhalEl2BUk1RlJNEprk7auo0NsP3mB2KFwiqeIPxhhSIjn7e0YU6MmdxRts93EsLzfIURDVuWjtCTLqy7259gyFSKZS3CcilAgzPKCQmNR+3mCc3j6VaDy7zqFoAiUQzRB9acRjSRKeMH5vdt2SSZWBlijDA8Gs7aoKhxoHaDPk2iW0jYSYV1uYs32+s4jmY3tztnf0BQmHc2fO+jxhTEYtyiSLhpFAlMoiW4asTsNmNyK7TYRj2XUOx5JEoklCcnadE6pCRI0xEsgOZFAUlcO9Q8SMuf05qgTo8ufeItpH/FMGJ7YOjmGZYhlM10iIOQuLc2YcZ+VZwBpF8WbXOZCIoMYTxCalRfZ5wjy5qZVF1W5OmO3GtPQELKjILT6SsszWtjF+/VprJkU4nlTxe+MM+3LHcHt3nO6h3IDM7v7gOFk9AfWLS2j+1Vs529t6gjh9uS9lvSMhdNXyZNcYhkIR5lQ60AzntvfRpqEMWZ1GKBTnyOGBnDEciyXxJxS8k7YnFRW/LL0jWT0Ry1aVH/e+/xewuYuQE/86P5QnIxr043Q6cbvd77zzFLDb7e/52BnM4P3ARNXqZIXqpB2zLULe7oU47XU9cb/QkHgBV5Piv+kQRxAqNYMDoj4SBge3ND9JS56LWuNSauMJmnQaasc8uDr3sPGLx/Algjicc7ht+63jRHsygXekkabCdamwRBe+WStxde8cJ6vT6N2Vub4zGc9YeNQEvUhlJwqP6niCiniE2oRCk1aidmwY51MXwuWvoQQHuE0Xo6luHbVBL9/293DHS5+mUSujpAiTJl9rJoQx7R/9jW23ZXyk57nmc8vKW7n6pStJqkmOeJpQIRNa+E4BgpORVuiC8Iu+aeXNb6sUchnd1LnH7TUW5i3MIsaTcRNuiz7L43mir/V4V6tc//juHCuJicGJqqrijXozCuLG0YaMOFlG5pZVt+Mw6DOkcZowHQ3GONQRQ9WEOdQNn3lkJz+9ejW+2NusCpjUHul9/DE/9667h889vplDHTEWl7tEQJqS5PZttzLkbuSk6hruXns3Hd4hvvK6UEM2jBzmwgefZ1FJGQ9dsZJgPEhIjlFYv4S2TS+gyMOZa05FLmhlCZPeQPGiOlS9IcvzeqINx6IyByoXMtx/Ip6SUtQ1418dt9XA0krh7SnU58vpGAllJgggNR8kSUipfxPdcCRJygQqpj2sXWYd1z0m+q3apSHPapg2dHEGMzhuGB1Qvg7dof+BhRf/bUL8JlphTPZbTquWu9/I9bme6Mkc8Qmy2V4m/pv+vOo0QRprjJCMinyGC5+EF74Ena/DWJ8gg9tegSteA+kO8SIS8QoltywL8rpnh/DEHutJlTmZWnU0KMIWLcWijBIp7+2XxH72WYI0X/8NQcCnVyppDPDsFwSZffb9ExZzpOqjt4n/37UN3POhb8/0tiD/gEh7Ox+PonWiGnliKN67Ocdk2weLQUMoliQcSyIBA/4oNuO4/QVAQUEBZ5xxBhs2bKAt7xTaB8co1Ifx9xxltKcVb89RlNHOKVc5Dg8N8fLLL2dtKy4pJWkvo7iqhj8eKsFUWE33qAkkCFFE8eI6/nTJx+kcDnLdq3+csh7fW38BAEkVihfVkdTpOToQwGwQftPfff4IBzo9LJhlp8JtonM0jMuip6rAnAlbnFNopqbUSUOPl1Vz8rl0dQXFThOyLBMIx9l7zIPZoGN0LMoLB/t5Zk8PVoPw466b5eTL58wnFFNSodPwk1eO8uy+XmwGiUPdPn54+QquPnUuJp3EFT/dQcdwEKtBy38+c1BkOBwbwajXsrtt5G39ot9N//69oaoq4bgyrfXnvztmCOsZzGAG/zQIRRP89LkmXFY9i2fnYTZo6feJHx0/fa7r7128GcxgBjP4t8RUAXVT7yi/vYoaBFk90ev68tfEcdMptNP4/GGU0DA3H3mcZu8RQfpanDzcuAW5aAnOnj1I5Scj2UtxSRIoChuXfgmf1oBT70AKDeEsWUFt0EuTxUW5rgznFX+GJzYIK5CS5WLpdN9uKF0piAlAshaxMa7H17gFZ8kK1HX344v5cerswrJESeL74TycsRCSrIXQED6tgSaLSyi/LS66QwM0aWUUSWQqyEiCRDe62Lj2bjr9nXx50w0oKEQSEb576vdxGZzY9HYMGgOhRAiDxgCqetwBgpORo5Q3urIsMSZjqomKb6/ZSJevi3ueGeBDr25J+RzfRSDun5Ysn86Kwhvx0DAqgswaRg9DRnHdSJ27DlVVMz7cDoOD27fdymCKNL533T1CXW7WUlL/R2K6LuJjpTS2XZwiVHNXBUwOm5xq5YAkSfz48tN4bfsuftcMH/zulqygyFbfEcYSAfIs42IMFUgqZOrmtljplZNYCvMpmltPf8vhnDZJ49lL/wOA2mU1GIsKafbHufv53fzw8pUAtA2Nsb/Tg6LC/k5vipMys6/Dy+hYlHy7MdNXP5pEJs8tGp/YVhSVtqExDqTONZWlhyxLmb/T/00T1O1NB1NENzM2IDP465BIwK6HMJKEXQ8J6wrdX6GenCpUcCIZK8sikHA6n+u02niyOjtNZp/1HeEjbS2FkUZh/xELCHLZPksQ1r27xLNj87cFWX3oF+LvxZ8Q9VNVYTfS/iokwijRABqjE8KjUPsR0MjifGUniYnZs+8X9iZbvi3I6onl+Wqf2PfZL4C9NJuAXvQJaH8Zqs8Q11cVKF8DwSHxTJ1I2v8DY6K380QCejpMFYpnNWpzzpHedzqC88p1s7ly3WysRi0PPNfEiwf70WpkwnEFGRgKRBiLJLCbs4VMaQXtgC9CgU3PvX9u4oUDvZSfYsBq0HLzhiKOHjnMo398jabDBwkNHiMZi+Rcv7+vF/p6GTqyM7NNZy8kUjmfx/pOZMOiGpwlRZgDHTy04UOY9DKeCYLEuUUWZElGliX0ZWWYiws5MpagscdLLAkLyxy81T5MOK7y5329KKoYrh3DIYKxJI9eeyL93jBP7+hk7zEPy6ry+OLZNciyjKIo9HlC5Ft1zCm08UpDPy6znsFAFJtBQzCawG7S8cLBPpr7fCytdPFWhwhH/Op5tUiSxI4jvSyvdmMz6TLt/8RnT6JtYIz/fOYg+TYj+zpGaR8KoSBWDk1nF/1ux8jfE8lkkvPv34wnFOfHuzbz5xvXo9HMZEpNxAxhPYMZzOCfDp6xGJsPiDRk31gxFtPMrWwGM5jBDP5hMJVC+u32m+hfHRoa97ru3Ca8r23F0yu0FQUeOxW6tuOtWEuzKxVip6rMDflwl6xA+tSrYtlz+rgUKS53bcdVdjKgQvcbSGUnsfH8p/ElQrS2+5E0GhEO+eg6QTrMOhFKVkDPTkGqp8h0+fLXcKXKlWW3YS1CVlVcJSuyiHYnUJu/iKbRBmrz6qkoOiGlxIY5CZVbz3sClzlPkIBIVNorU+RpAzWuOn528CcZ1XI4IVYLhRNh/LFAlqLZoXfkELHTYTIBraJmLDHmOudxifnSnGPSRLiiKnjCo9y3616aPE1E9cUklYs40OXFF06QZ52eLHdb9Cwqd3Cor5eFJaUTrCQmlVWVGG25kJHBxYwWzuGhy1cSiPux6+10+jo5PHwYJJVmTxO+iA+32Y0/5kcx9CCpKjprLwsqdBnCdrq6vpMyXZYlZElif+eo4J46YpycCoqcaMWxIG8hjaMNaONlyIqFReUOZE0Q0DPPNZ+EIcSiCz5G6OHv8+DZqzBqTcyyzsqpt8ZspvD0DXhkA6829LO/08tIMMo3fnuAA11eTHot4ViCulI7h3t8GW/qyc03kXCeiIkq7fS5Fpc7cZp0jIxF31YtnT7nsb8DEZC2QplRc/+Lof1lxkPNk+Lv+ee+t3OlQwUn+lZPVg+nAwzTQyjiG7fcaHtJfGZ2iefGZHW2qsKLN0LbyzBrFZz/E5FtMJHcrv8odGwRyuy2V0ToYsQnbDvaXhahj91vQMV68XxIbmU0v5qCkmo49Cs48ntY+HFBVk+07DC74OwHcpXgGo2wAZl9ei65fs4D2cR89Qaxz+zTBfEe9b99QOPka/2dMBUB/XZ2DFOF4k0+RyAcz/gsTyY4J5OfV66bzYFOD26LnpGxKHqNhEYGeWIWxSR1ryzLFDtNPPjCEY70+anItyABK2bnUV8zhwW1c/ngBz/Ii1t38Nj+GKP9XQx2tJAYOcZYfxvxkU7UZDynbnH/IN0HB/n5wdf5OeI5Xu5wsDCvgA/PrcvaNxhVcJi1aMwm8jdswCsZeOVwP6GogtWoZXPjAGaDlnA8idOsY3gsjixBPKkQjCRwmA3YTHr2HvOQZ9Wzr9OTqeOVP32T9kGRA6UCZr0Gu0mLLxQjEE1iNWro9YSwGLS0D4eIJlVKHCb2tI8Siinc+IE6Xs8PsnZ1NrEsyzJzim2smJ3HnvZRqvMttA6KlfAK0NATYElV7qrTdxoj/0jq6/bBIN5QHBnwhuK0DwaZW/Kv5yX/12CG5TlOnLCqnI9+8gT+9LtDRFKWA1Vz8vB7Izz+4x1c9HERjgbQ3DjIrx/ZzdyafIaHgnhHxctE0Sw70TIbGiSkDi/D/cIqw11oQVPt4rZf7uW6C+qZX5Y9s3nzZUv40Z8a2dcq0oetJi2LlpqIFfhYaHRwKOVha9RqWFJhYdvQCKfNKkRRBwGQkIn3F9D7+2GWLStgfzhAUlWRAItGg7prgFXVeewfHiMaFzYMdRVOvENRFlW5aI0EMlYic/Ps+AJjzD6zHN/OIQIpu4XSSifeQgv1DgNDvghD6e15ZqxGcYMYi8TpHRG2KgV2I9UqJMZiOAsstA+Jm4/LauDKs+azutLGG4N76Qr2A6CTdSSGCxkajVNf4aQhFR5j0MnUljvpGw2xqMrF4Q6hDtHIEgvmuzgqh5ivK6VzZz+JhIIkQdWiYpo1UL1yFn0HBoimAmRmz8tjLBChpr6Qrg5vxoahdmERl125nCOeEA8/fyRjq1FRaEUrS3zjid185gPZDwWAu65cyX//uTHjMZxnN1BSZWZMjTHbbKOtVywBspt11Jv1hDt81FU6aUztbzJoWOQ085ef7cJ06WJOWlcNQDye5IX/baTllaMsm5/Hvv4AiqIiyxJLi214/jzM3A8UcMwyQkJVkIBybSFHWhIsqXbT3OsjnLKeqClz4BuIUV1YSsA5TDAh6jzXXsBHqk+gtSjKw7uPMBQU/VluNVPYGgWzlm69hj6vGNvFTiPlcRUlkmA430LHsOhPu0nmsxcspHJSmv1YIMoffnOAvjY/lee56VCFx7Re1lKoKeSINsrCuS4Ot4rwQp1Gor7CRd9IiMXVbg53eEgqKrIEbruBQqeR/zhlLr/d0paxEqmvcOIZi7BktpuWHj+hVD+vmJ/PZ86ro7HTy6MvHsEzJuo8u8CCcyjMj+7fwiWfWkZ+qswjES/b+vfy4fP17N6hpXtIjOFCh5EqBZLBGKOTxvBVZ8+nZo6Dn+5sYm+v+N5adFoWJIz88f4dLFttY/ly0RaxaILn/tDAwX29zK8roOXIMKqiotHKbDhnPmedX8tLzzbxyvPNJFNjeG5NASPHPKyqKWD/SDBjh7NmQRGfnWIs/q0wMhTk6Sf2MjQ4xseuXD6lHc4MZjCDf3MkE+ME70SF9GSkldSd24RHZzyY2v9V8XLeuVUowH536fg5plJo+3vEvgA9b4DrDPH/JYlbz3oEKb8m43edwURSvHt7yhdbWI3Iv7sEV+9uapyLYfkuEQ7Zuyu17xupl/ckdG5DGTiIz1mO0+hCMuXB4GGU/Fp88QD/n73zjm+jvv//87SHJUveO7az7OwdSEISVsLeuwMI3y+/lkL5ttDSQttvx5fSRRfdLbNlU0aZCSshEEji7MR2lu3Yjrct2ZZka939/jhLlmzJK7bjhHs+HjyITnef+3w+d5Z0r3vd623VWXuzpPsI7QL0dydf+Trf/egeDndU8cudv+TBFQ8h9KgogiTx4JHPaK8vgaxO1tmtBKUgR5yHmWafzmHHIQwaA9/cdDfT7UVMTpzCYcchHvjku1FO5JAQG49IJ7azuzeC46CjnMddj7JQWoRKUEWJ4CGxt6ytNJwprTXXo9F1MTsze9AsYwkJ+9SXSUkuw55UjMRiBGTRf0bSTMraSplqm0YgYKBa9xi26XVUu7NweOaSnJDYs+8yxKAWQe0j4M5EDJqAaNf4ZNt0fnH5ajlHWpRwePwkmeW5d3gcchtxnOmiKNHm9objMExaCaNOg9sbwKjT8tCKh3AFOqOE7XBxR20iLWu7+NWuH3Dr+kMUJ8/gwRUPoTMnIOTlMudLd7L/lTfxVNdC5E8lQcCUl0v6uedgysuhvMnH+wcamJNrQwVhZ7XHG+Cpr55JQaqJG16+C6+mBl0gC5vpvAHnHSKc1T0O925/kKe+uoyCFDN3xohpmShEiuwTsX8KJ0DBeYAaWbRW97weAaIoi8E1W2Q3sauhv3tYkuCde+QsaOh1PE9a3bvso5/Iy0JibqTY3eWAPU/J3xFN+6B2G3x1t/w9FRK39dbe4oaTVsCBF0Gllr/bspbI/bNkQtX7cuHDoBdbew10V0DQB0iysK1SQ0ImHHkHFt8J9kly+/QI7qFMbIgtroeWR/a/7zpRBRojXOZrftk7hkjX+UkilgA9ELGK4vVtA4grcPYVP29dWciiwmRKKlo5c2oKWrVASZWDxT3uYFEUefitcvbVOFmQb2fdqslYjNqodlpdXn5+wzzSEw3hKMsEg4aNlV4cniCd2hRy52Xh8Cwj16ChtbMbi6+R9rpKJMcxxLZq2uoq8fujRWxJkqh2Oql2OvEFRC7M670mtJq0mCblkXbu2XhsaRxq9fLuvnoMWnB3BzDrVbi7A5w3K4MjTS46PH58ItiMmnAhwFDRw/V765GAxzYd5bqleVQ2udCrBTp9Iha9mi5/kK+dN40/vHuQju4ATrcPk16Dxy9SkGIKO6wX5NvDMRgmrSqmeBx5/Awa2HzwQ7xBCb1aYGZObGF3oHNkormvC9LM2ExaHB45aqsgzXzS+jJREaQJGpZSX1/PQw89xCeffIIkSSxbtoz777+frKyswTeO4K9//Su//vWvWbBgAc8+++yQt/N6vezfv59Zs2ah1/c6EjqcXfz7mT1UHmnlWE/xOgCTSctl183m6KFWtm85Fl6u1aqYXJRKp0nLNodbziYE1AIstZlQAVvbu/D3hN0KApw3P5tvXDUbgy76cYBPDjSw/kAlzvTjeCMyilOEVOg24zE04pF6c3mLbRbmG3R8+LiLytLe/G17oRXj0hT+9aYevyfA2oBcECchzUTCvExavYFwcUEAi0XL1FlWPEKAQy29udwmVCxq1+PywQ6HG6lnbBq1wMxJdkRJYn+VI5y/LQgwK9+OqStA06c1BHrEcQTIWphNwbxMvnjeVEwRHypVncfZUnGE197qptnRm79dmGEhMUFHdZMrXJgPICfFTGqygUZtFw2+3rnIFrRMbVJTHZQ40tH7mE2KQcNcjYZuRxfVlb3FIk0JWiZPTeGcC6azYGlvxm+XL8AzHxxhT0Ub+6t619eqVSybYuB/bzs76piJosTb22v48HAdpV4Hvog/tyJjIpY2idbPavFGPLKTPjsdVZqZjp11uB29fZ08PYXV50/htRf20dLUm7OdNMmGfmoS3YdbcRxrDy9PLjSReaWdysNQXt47F4kmHYVZFlweP4freo+nxaJi+dkmzp1ewMLUvPBybyDI87uPUr7tOMffO04omFmlUZGxNBsEgcbPagkGIo7n4hymzs+kOKmTM5cujpqTTe8e5vknd+J29Z7DBauSMC4zsavST4ur9zjnGswkd+upbXLTFJE5nplkZEqWlS+fN43b/iYLwht/WECjo4vHNxzk8PEOKht6z2GrSUtxro3Ll+VzRnGvyOrpDvCv9w5Tuaeeuu3Hw8u1OjUXXlFM8mofpY6jvXnqokBXbTZtZQKNfc/hRdkU9pzDRn3vOfxZdSNvba2g6e0autp6z9VpM9JYvrqQ157fS1tr799nZraVvAI7V904j4zs3i/ihroOXn5mN8cqHTQc7z1uCakmUhbncOW5U5g3uX8O/mjxynN7eOvlA/gictOXLJ/ErXecgWkUiit1dnZy6NAhXj+mwn2aZ1j/8PJZI86h3rFjBwtDdzs+p8T7fv68MxrzcsLnlyjCY8vlwoQAKg18szZ2DIirEX6dIwvBIULriyL8Nk9+b6A2RBH+vkTO30R29nx3xR2Uu6opSirmobN+HvtCRJLCrmxyl8mvaz+Voz6Oy5nVkqBGuOe4LDKH1s05U96+ejMi8MDkpZQlJFGcPJMHP/k7eNt5YOpyyhOS0Kv1dAe6ZYFy3v+gSsgY8CLf0e1g3fqbCUpB1IKax1b8CnvSVHkbVyPir3NoV6lIFEUeWHmnnJPdUwywprOGb2z8OkEpKAvSEoiIUf9WC2oeW/vk0KJbkC/qvv3RvRx0lAMgIPDEBf/sV7Dw3kXf5r82yDnaIGdKFyfP4J55PyI5QR81/7Fcsf3GHdHHgBjgu5vv44jzMFNsUznYdhAECSQVT17wJAhCeFskFY6DNzAzbQp/vnVJuP2+DvO+YucjNy/izie3c0z3KFpzPTNTZvDTFT/r3T5ifYNWTZcvQJ5NTU27SFCUUKsE/nPPqrB7ue8YRUnkvo++FZ5HFSoev+Ap7AY7Xn+QugYHpkA3/uZmgscqEbu70RgNWKZNxZCWhsZqQWMyRbUrihJrfv4B7h7zwbw8Gz+9cSq3vXtL+DhMtxfx85W/jLpBEXWjQYKvPbE9qpDinFwbf7p1MW1uH5c9vCnm+GIx3t9LrS7vsPo3VijfRbE54Xnx+Tj8zm+YesE3QDeC35eSJEdi7H5cdkobbHDDq2DLi/4M7nLKN1edxwAJbAVw6yb534+v7on0aJA/90NxGSGxNrSPHX+NqHGggq8fhaT8/v0Ji9f3wtH3ZPH6wkfg3W/LQnD2GVD6EgS68YsC2rk3Qfm/5e1nf0FuY8df5ZxstR6Spst51363fMN39hdlB/VI3NB91+9ywpPnyK50VwNc/wo8f2Xv65s/GLOM66F+lvR1yIZem/Vq3N7gkLOtQ20AcUVMSZL47dtlbD3axtLJSfzPhbIIHLlt5L9/9WYZb+w6TpJZS5cviM2sZ+nkJNatmszjH1Wws8rBwoIk7lozjd+vP8g7e+oQgbOLUtl6uJH8dDvl9R3YjBrau/y0dwWQJDkZRpQgzWrAYtDw25vmUl15mO07dlFeup+9e/dy8OBBRFG+Nv3Guv/i3MIi/F3d6EwG8hfMCn+nHHL4+MGLe6lzdBFZMUoArl2Sww1n5vOtZ3ZiNero7Pbz53VLwwJ+h8fHVx/fTqpFR7PLxx++tICb/vQpjh6XsEYtYNZrSE7QgSBQ0+ohKUFHgl7D/145m8L0BARBoLPLz2ObjrKzysH8STYK9O1cunrJoHEYgUCAA7UdzMyxotHEv1kRz0Xd2eXna09sD984+GNEocyTRSAQ4N8fbOPqc5YMOKZYfB6+hyakw7qrq4ubb74ZnU7Hz3/+cwB+97vf8eUvf5n//Oc/mEymIbVTU1PDX/7yF5KTR0/EsdqMLFiay8YNh6OWezx+PtxwmMa66OB8v1+k6piTwxlmIp/PC0qwxeFBoxYIRFRmkyR4d+dxbl0zjYyk6HEun5nBJ4G9NHZEF1prkZopSBFp6YwuIlfm7KRrZ0qUWA3gqOggzWjA74n+QHA1ebA6uqloj26ns9NPR5OPCnV08UQPIgdToX6/J2psgaBEeY0z7NaOHNu+SgdTazp6hT4ACepKjnPXLQujxGqAfEs2j2ytodkRve+Khk5mTrJHidUAtS1ukgv1NDijx3Bc8mPPSeDIvrao5S3dAZx2HU0RYjWAx+XH4/FHidUARp2Gi5fm8fQHR6OW+4Mimw9FzzPIj0tevDSPxw8fihKrAcq72llwyB8lVgM07mukYEoS9Y7o/KqjB1tQq1RRYjVA2zEn0xN01EeI1QCtFR70nyRR3hbdr3aPD093IEqsBujsFDlSouLbK/Kilus1ai6fksv7/7c1arkYEKn7pAaVSoguFilB3bZa7v3vJVRVl/ebk03vHokSqwEqN7Vhy7LS4oo+bjXdbhJVuiixGqC+rYtVc7KYnGUFWsPL0+1GFkxJYcOO41Hrd3j8+INilFgNYDJouGRuFt/9R0nUcr8vyPvvljNzbp/ikioJY14tLU+q+p/D249z9y2LosRqgDPy0vnwr3uixGqAQ6VNiKIYJVYD1B/vYOV5U6LEaoCMLCuTp6Wy9eNjUctdzR6Knd4xFasB3nvzYJRYDbDtk2Nceu1s8kZBsFZQUDgN8DTD8e29r7MW98+aDhHKpO7rsA6tH8qrzukRlCOrwIWiRCQJGveEmxS0Cfz07N/R7u8ccgFI0ZRCe7cTW9CPYE4L52e7bHOwhCJEegoltmv02HzdCL/No02t5kBCEggCB9pKcQa7EDQ6yk0Wuch1QP5sL2/ZR/sjU+RYkB6neKyYDpvexnR7EeVtZUz3ebH9cWbYoS6aUnig+BzKNSqKAiI/OesXdPg6AAGVoApHhpS1lVKcNCPKVS2KIgcd5Uy3F8XMoo6HIAj87Kxf8J3N3+aw4xC5ulxsehtOr5Oy1lJERMpaS0GSwjnaJo2JP5zzZ5KNyTGLK97xxLZw9MefblmCShU7KzpEp6+TI87DYTf59KTpHHYepjhZztgGerdNLuae867uJ5L3ze/um5ld1eJmX007QfEqNLou7vn6hVHbR67v7nlS65gjyMycRMrqOsJRH5KkC4vAe2uczM618ZNr56DReDji7L1mmGqfFh6jTqNic1UHUzMs5E4qQJ+dQyAQRKNRY0mxoo64+IyM9HB2+egO/waR2FdfRzAwRxb1e4Txw45DOLucSKKZJLOuX+zJN+f9kL01TkRJNmM89dVlTE6ThQSbUUtxlpWyuo5wAcvhMpaRHUlmHXNybeGbDiPpn8IERZLgg++SdeRN+KBpZG7ebicc2yyL1e5GmHpRf7EaZIG24LxeN3Xhub0O7MLzZCE550z5O8qcKmdMh4RdZ7X8dE5CFnT21NDR6MEwwKP8gtA/xiPSia3Ww75/yqH3OiN8rRxUgiy4O4/JgjWC7LxuKQONDgLd8k3dyvd6242VwT3QfPddv29ed2Ju//zuk4wgCGGRMdIxKyd+SczJs3PPRUXhorKDtQH0c2GHkCSJ3ccc1Dm72H3MgSRJqFSqqG1D/+7s8ofjQlpcXgTAF+zmlZJatle2saQwmT/cvCjsuN5W0UqnN4Aown92ya5lR7eDKxblcP3SPL717G66/R58QZGACEatija3l2VTU7BbTfyr0cgOfxELzj+TH/7fZFSij6fe2EyqLYEVC2YR6PYhSBKSIGBJS0RtkJ3SxUYjD10/l3V/34pKlAj0XMarVFBS6eC/zp7Kkimp7KhsY/HkFMx6NR0eX7hQ4qICOxv2NSABf99YQVKCjiy7kS5fgPsumcmv3iojxWKguaOLc2akc7TJxcKCJCZnWMJzKwgCO6scJJm1vLitBlGCv5ZEZzjHEp3VajWF6RbUavWA0R59j2+I4Tr0xxpJkvjje0fYXOqhQTxy0h3fE5EJKVi/8MIL1NTU8M477zBp0iQApk+fztq1a3n++ee59dZbh9TOD3/4Qy699FIqKysJBAKDb6CgoKCgoKCgoDAyjCmy+OxtB50Fbvko/sVyZCZ1ZIZ1aP2bP5Rd2C9dLzuxsxfDrR/L74eKMuacKQvatVsgfS7c8B9UKvXALuKIfG3RnNo/u7inT4fKa1gYctkK8MDu34bX+0necn6mi77Z3GZMorCzgSJPZ4TDuosidxs2n0fur6c59j4FFRKSfJEigODtQBIDCD3btGt0lOv0cjFFnZYOXwe/LPlFb3+WPyhfSEryxc//rfgpnT45luR7n9wvtykIBKUgnd7YYn4sEV2tUvPzlb+k3dvO0f1HEQQBq86KQWPAE/Bg0BiQgO6AfFO5O9CNWqWOebHV6u7mmO5R7DPqOObOotU9h1SLMWbxxhB9xez/W/7T3piVvtEbPREsMLDDqK/YWZhqDr+elZmFWuNBknpF78j1Qw7rwiQNf123hDaPl1/v/iHrNkSLwEFRFjguf3gTc/JsFE3tzRX/+Vm/jLpg/+LyAhweH2oV/P2DOnQaFb6AyO3nJBJPFgr1adexNmxTXkaXUM+v93zGT1f8jPs//g6HHXL0yP3PHWZfTTtzcm08eMOUqIKcGk1X1DyExGpRlLjzyRJKj7czIzuRP9y8aNgXz2Md2SEIQrjg42CCuJJ1fYrRkyHtN6TEzpweDEmCjT8Bd4P873m3wEWPxP4eCuU6r/q+7Lsy2HrXCwnJOgv8bTFUfwwpxfLr9ffK4rWgAnMyGO0g+uXCiYY+fY0UhCethtXfj95PZBTH2T+AyvfxiEYSKz+EVT/ofS8xD1JnyDdoVdpeh7UUBI1BFt4Nib0Z3PEyu+PMd7/1+8aFhAo9TsA/oVDUhs2oZU+NE5tJyxu7jiNJEl85d2pUEb+BiCdwNrZ3U9XiwaRVUdXiobG9m0x7bPNkgkETjgtZWJDEx4ea8fqDBESJRIOGHZVt3LZ6SjiWZF6enWPNbllol8CohqAkcd2SXBIMWhYXJvHOXi9ev4hRK+ANiJj1GrRqITzuJLOOd/bWhwXxu65bi9sbxOn28syeOow6NV2+IF9YlkCOQf6N0NnlJ9WiZ1KymSNNvaZASYJ5k+xYjFruOHcyJRVJLCywhZ3gHl8Qs17D2TPSsZt1pFkN7DnWRovLR0dXAJtJy8wcazhzWq1Wcbihg7mTkrjz/KlRTnRJkliQb2fL4RZEWQePynCOFd0BvU74Bfny77yQY32oQq8gCNy1ZhqN7d2kJxoG3GY8sq5Dx9GqF4aUyf55ZEIK1h988AFz584Ni9UAubm5LFiwgPfff39IgvXrr7/OgQMHePjhh7nrrrvGsrsKCgoKCgoKCgpdLeDrufjxe6C7NXaUR4jITOq+64Uyq2u29ORLfwaPnwXX/Tsif/pTuLsKPK3w1tfgd5Ni52ZHFnd88pxwFEj79S9HiXih7GIS0kGoDW/e7m2PWq/2isc58tHdcg5pD9+cvICZlgJ+surXdAbcsoDqbcf23JUIKk3YPd7udcbcZ2gfoiRSbrbTrjPJruxQkcYI4RaE6P501nLQUY6I7Kbu8LYjCCo6Itosay0Nx2v0zbMWJTGmiA69DuXQxVqHrwNvUH5iyBv0ohbkCJBYDulINJoutOZ6ECQ541rTBRij9hFJSGjsK1KH1osUIvvGlAyU1R1L7PzjLYtpdXdHic+hNiLXD2VYV5bvQ61WodF2xxWBg6KEKMG+mnZevfaHaLTdMW8UhJzTkiRR0eQKi7zWAS5YJQl+cs0cnF4H9275k3zOtJXh8rvCNxiCfiOXf/BR2EkuBk3RTnaDPaboG3KUixKU1XXg7PIPO26jr4vd4fGNemRHvCKSkShZ16cgPe5ebembMOPi4bt5u9vh2EbIXAidx+GcB2PXUAghCHIBw1jLjTbwOORCiWqt/P/2GlnYtWTKmdM3vCKL2B98H2o+7S2KGPo773bKGdSWLNnJXfm+7N6O5XzWJ4JaS0LrHkibKbuuQ6hUcPt2aK8GrUV2Xkv0CMhCb4Z1X3f0YPOnt0ZHnoTW75t3DfDR/02YHOtIIh2zuckmqlvcJCXIBQX31DhZUpgcU8wcSIyMfC890UB+qpmqZjf5qeZwnnO8dkJObbNeze/XH2R7RRttrm4OHO+gIC0Bs152DwuCwL0XFyMAu6udtLm66ewKMDndzAtbq8MZz8/duYy/fXCU3ccctLi8FGda2XXMCcDCgiS2HW1FANIscsa22xvEYtRi0qnYWNqI0+PHZtJy70VFSJLE794pD2dQnz8zjWkZCWw+1IxKUHHuzHTuvbiYYDDIeQ/JWdE6tUBOkglvIIg/KNc62FPtZH5+EvtqnMzIsbNhXz1WgwaPL0hzp4+vr51Og7OLbz+7i1SrkT3H2vj566WU13dGCc0L8u38dd0ibvzjFpyeQFSGc6zCidCbNb69sg16IlKGI/RKksQjGw4NmmE9XlnXofN3c2ktZ804+Y7viciEnJEjR45w7rnn9ls+ZcoU3nnnnUG3b29v56GHHuJb3/oWNpttVPtWV9POh+sPMbU4lcPlzYSibVNSzVx5w1yqjrTy3lsHCfTk+VoTDVz5hbnUCgLPbTpKd88j9WaDhi+cMwWtRsVT7x4OB+5r1QIzJtl56r3D3HbBdJJ7CjkGgyL/+ayapsNmLJO66dT0XBBKEvnHU/AflkhdlECzpfcu2ZykbM66YApig8Shsqbw8rTiVBpSTeiO6/BFRDNkZFsxdvpYnGRie0SMRI5ZR3ZtN2npJrYZPOGsoySjnlSrgbSFBg7scRDoeZ4k0apm8SodYlBg60Yvbo88ZoNWxfRcG5rsRISddXS1yxc8Go3A5OmpvP7Sfq794jySUuQPqqAo8fbBGsR0iYxOIw2NvXERZ8/N4rz5WTzx7iEOR+T5zrEZse5up3iSgTKhN0Yi35BAoEOkKDeR8pre6IycbDPeHC3ZlhyOv18bPp5pGRYuu2Z2v+PvbPPw+tO7OSvRxNbOLnw9URgWo5azpxv6rd/lC/D8xgpyfWZEjURHoOc4q1RcNiOPuUUm/v3kTlp6CvYJKoGzzi5k3uIcXnp6N3URfZ08LYWgKJKVa6WupnfM6bPSaEg1kS6k0bi/9zinTkvGZdJSnGCjrKdIJUBWshGNWmBWvp0DVY7QkEmx6jEZNLz4UQVXLs9Ho+79gZdg0XPFDXN465UD+HoyE41GDXmFcg5vTZUDT0+0iUavJm1pDo9+eITFWdEREgCXXjOLpx8tobmx51wVIPu8HNx6NdmCieMdvefedGMiAadIQbqFysbeuJ2ZiQZaPqthT7olqu3KI63sfesQi+wmShwRudBJRgJBiTc+q+bCJbmoIy5YUtITuOiKGbz7Zjn+nkdsjYl6zPOycByUsE+pA7X8JSn41QS3JpE/WaL2mDMcbRI6h197cR/Xfmk+ScnynfegKPHG1mpaMs0kOi20H5fHIAHZi7JpsehI9om0RuThF0xJZv/uOgqnpVA0M1rAWbA0l9J9Deze3iuk5OXbWXNJUb95Hm2u/fJ8/v2v3XT0FFTVaFScd3ERGZmWQbYcnH276ti+5TBzz0jA63Hh9U/I0gqjgtfTOfhKCqcNwWCQX/3qV7zyyit4vV5WrFjBj370o0EzzJ955hl+9KMfcffdd3PHHXeMU29HAXMa5C3vzYaOFwcynPayF/dmYtdtly+SI+NC/n2jfLEdysLucSWHBfBQcceaLZC1COpK5HVrtmAL+OLGUUTS1+mbl5hPsb2YA6375RV6LmLKXMfoDLjlQn2SKC//8geykN/jHo8ZgSGK2PxeiuxFlLfup8jtwJY2R95W6F+kEaIF7DxLXtTrX2z/OQcd5UyzTQ/HdejV+nC8RpQ4T39BPvK9webCZrDHdUhHbWewMzNlBmVtZVGRHvIh6hWfJSScXc4od/Afb1ncLwtbFiIdzMzT8tD1c6P67+x2IAiquP3pK3aqVEI/8TlyDiLXt5t07PVKSJIUcy7+eMtiHG4vD7ywh321cv9TEgwIgjGqD32dv0N1DUeKsLNzEymeGn0uhUR9SS9FOaiTE/T9jlOsMkajEbcxUSI7xkM4Vxhlety8h22XMm/pquGLopGCbeH5A7uLh5L13Hexwdrbfu4y+PR3UPUBuOplkTzSpRxye7vqZfFcUMnCdcV7spBt7PMZ6+0AJFxJ80jEJ7+O7L9KBbZJA0d+RMaMDDQuSZL7sPEnvd/Xa34Zf/3hOrfHgUihOCQSm3Qqfv32QXZVteH1B0mz6NlW0UpHlw+VoIrKvB4os7rve4/ffkbYkRsZMxLPBQyyIH33BUVh4XZqug5nlx9XdwBBEMJ52/dcXIzbG8SggZc/3M6aM+dz9792kZygZ2eVg9tWT+Fbl8ygo8vHX98/wv7adhb2FHj8+trp4SzoHZVtzMmzhwVxtVrNG/euorLJTUGaGbVaTWeXn+2VbXgDQUBgR5WT+ZPspFoNzMuzc+/FxahUKvZVO/EG5e8HX1CiIM1Mm8tLUAyi16qZl2fjmxdOx+MTMelUHKpvp7LZTUGqmTSrHld3gPREQ9htjiCwfl8DSWYtW3sE9vREY3h8b967mjc2beOSVb0Z1vGiO0LLFvcUyww5rIcq9MYSwmMJ3UNd70QJ3eRYYOtkxdLxiQM51a5NJmTRxVmzZnHLLbdw7733Ri3/zW9+w9///ndKS0sH3P6BBx6gsrKSp59+GkEQ+NKXvkQgEBhR0cUQ3V1BPt3YxIGdDnqy7LEl6TAY1RRMszD/jCQ0GvkDzNnm45P3G7El6Vi0IgV9zwdHe1eQd/a60Khh7SwLCQZ5fY9X5N0DLmrb/LR5gnR0yTvQaQRWF5nJtml4c28nTR2y+KdWwbRCFQkJHnybg7TVy8KvIEDWHBOaFQKLElPIVvdWGT1c2sG2EgfOVBNVPe3sqs9Ar4HrE6owIlFf0ysI29P1uNKM2LqDtB7tDI/ZmqzDNzcBMU1HrdtPSFdK1KhIdAskZfrwprrx9cjaBtSo6sy0H9PR3BnA7ZU3MGgFCjUS5pYuXJ1+XB3yhaZGIzD/jGSS5ll5q8FNQ8/dNLUAeWotUqvERbMsTEqRf/xKksSOqm62l3ZibXTTerx3DCkFJlqnGRE8Go419j66m2XTgFrCkKHmmN8fFmzTNSpSj3QxM8PM3CVJqNW9HxjBoMSOT1rYsaUFf8+gzRYNqnwLSXlmzp+ZgEkffQe/pLKLt/d1ho+nXiOQnaPBnKLiohwLKT1Zx4GAyO6tbRyv9rDs7DRSM2ThWxQl9u90ULbHSSAg0drUm4GckWOkG2jPSKC6o1cUnmRVY27x4E0xUdERDI8tM1GDIEjoNSqOtfpDdRNJtajRawR0GoHqVj+huokpCWounWdhRna0CO/q8PPJB410tvtpa/bR3SXvW29QkZxmwGXWUqPV0tHdO+ZVRWbOLjKj6TOfe7a1cqDBQ/MUI409OxaASWYtvi4RsRnqWnujfCYla5G6AyS3dtFS3StGb7QUYbVquSm5mvK9vQK/Pd1AR4YJIUHLsZbeMWckarhsvoWp6dEXLe0OH5+830STXsNRn0B3zw2YBIPAwrkiZqeXIx946XLLY9bpVaSk6xGDEq7OQO85rBVYcEYytqlW3tjrorGj9xyekqBC7ejGYTdS3ym3Iwgw2arGfLwTtQjNDZGFNi2sOD+dRHv0xV5NpYvtH7cwfVYiM+YNkNM6yni9QUo+bqHd4WPZOenYkk7sItTR6uWjDY0cO+IiM8fItbcW8MyuZlze/jc6xhqfx8WV041YLCcuwA+GxWIZt2N2OnMqFBj585//zKuvvso//vEPbDYb999/P11dXfzjH/+Iu83x48e55ZZbMBgMXHjhhUP+UTghii5CVOTGqDiwgkHZWV23Xb6ovmWjfLEdyrD+TW6PWC3IgkDecnmd0L4jizsK6h4BfCsgQd5ZiDd/EDPzuu9c9Cve11mP45Ep/DRvDofNdhAEZibP4qcrftYvL7iv4zeqLUkKC+pi1mLaG3dj83fJrux4xSZj9afntSRJ3LZBLr6nQo4akZAQEJhmnx52WEcWFpQkifs//k64v5HvxZqPWPEhQyHWdn0FWPvUlylrK8PbmYHj8FWoVap+RfXkonsbsRT+G21CHdNsReg06nD/IzO8f7L8QTp9g2SaD3EOQn3dU+1gbp4sTiNIUYUMw8J7nH/HKvw4HOdvY4eHq36/nqDfiFql4tVvnhXXvT1QHMZAfRhujEaszw1RlGh1d6PRdGGLcOiPJ5IkccfjvWP8062LR7Ufn4diVyPhhOclEKDsgycpPudmGGYBMmBoQnSs7OZY60oSrL8HKt6XM67XPiwve+suOSfb3SAL1fU7ZDG38PzetkLFC83p0FELk86SCytC7CKJPUUZPQdexzTzUnlfffvUtyBi3wKIwxl7xXu9Qru7ceBiikOdrxNkOEUXBxKcQyLu+r31SJJEWqIBEMLruroD/QrvJRg0uLoDSJIcizSUonydXX7ueHwbNpMOp8fHH29ZzOMfVYQjK25dVQgSPLrxCNsqHSwpkD8Lt1e0oVULSD19uvP8qdz6t8+oaHJRmJrA/Hw7u445w8UZXd0B/v7BIT470sbCAjvfvnQmocKFAGa9ml+/fZB9Nc5BXcORDutzZqSzrydGpbnTy19vW0KiSU8gEODcn36ANyihVwu8992z6fJLiKLI3z48yr4aJ4t6nOuSJHHzX7ZQ1exmUoqJRYUpUYUlG9u7+fazu+jsDtDU0Y2lx7UuSYTbAPh4awkrlkZHUMVywYuiGBXnMZTIjqEW2IxEFEUefqucvdWOcD/H6nssGAz2E+yHykg+b8fz2mQ0mJAOa2DEJ0RJSQmvvfYaL7/88qicVKGDv/XjKvaVHIx6z9nmY2pxKl+5e22/7c49P3Z756yIvfysZXDFDzeExU0AX0Biw34X2SmmsFgNci2GsiMiyzHSUN9bcE6S4PgeD7eddSYrl0yJan/hQvCkHeRf7x+JWu4NQEJWErVba6OWOxq9FFgSqDzijFre0eoj4Vg3B03Rc9seENEma9CmRrsHuwlCVgdVO6IfSer2S5T6YaZbCgt9AIGAxPaPW9DmmsJiNchFKisDfn509QKW52dEtbVoERj+spUPdrZELW+p9JCZk8q2xug+1TkDzJpjp7Q7emyNAZGc5dn894VL6EvtMQd/3FQWtczdGcBc6ebHP7kE6P8l+8C/38YX6D2e3oBERZWff16/muxkc1RbS5f22yUAixfDn371Ub9Cew21XaSvzqe6T+HEYx1B5kzPpLQyurhkfXuAGXk2SiOc1gDNnUEKMyxUNETPUYsryPoyH1+6bHm/Pp2xLMDt10ff/PF2i9RVe2ibk4Y74rh5e87h69csoCAjWghcsgTue3sbjcd7j5sEVLn9zJBs7G91RI+t1c9Kq5HK6tao5d6uIC5BTfnx9qjljsZuMrLsbG+OLnbY0B5g01GRGy7q/4No9qIurv/pB4St9oCrW+KjrZDTp6imzytSV92FNdEQfQ77JbZtbkEVNIbFapDP4YOdItPzU6mv7e2rJMGR9iAr0+xU7q6P2sfRg53MmpvPOefNi1q+cCFccU2/7o8Ly5aNXltP/2M7x45EF1S1JKWjCoz/ha3X3cGKFbMGvbt8shkVQfEUp+8N5YnMCy+8wB133EFurlzA91vf+hbnn38+tbW15OTkxNzmgQce4Bvf+MawbrJPKCJjPkYDtRrWfRwtgguCvA9Jkh9nDrmtr3uhJ84j4jMkVNwx5CK7+ln4TV5PzMinqLpasQ+hv31jK1QJGSRnLuLnFVv4TvE5HNZqkSRZHB7MsRzVlrspHHGiqtuOPeQCH8Sh3q8/Pa8lSQq7fqfbixAEYcAMaGDAHOmh7HuoxNou0gW7v76OlOQyRCkox4boupidmd3PoZtk1jEzT0t9Qh2CIFHRcYh/rHlczgKPEOwHikHpy1DmIDIuI9Kxm6hPpLWrjfuePkR5XWdYAE5O0McUhofq/O0rHAeCQb62/l6SZlbjd2Uxybcupnt7KAzUh6HEbQyKIPHr3T8cUkzLWDGcrGuFCUIgAA9ZKAp2w9Y74budwxetY8VZ9GWojmFB6F8osbtdfqonMUcWrNurYfYXejOnQ+dZpNt78hpY+YCchW3JlmNL+hZJnLQakOQrkHh2wsg2c86Mjg0ZqqgcGrs1u9f9XXj+wPEhQ3VujxMDuV8FQcBq0rFu1WS2V7RhN2nZV9vO3FxbeN2+7t1QfEdIaF6Qb2dnlYPZubawYzkWZr0alUpgb42T/FSzbKSLyJV+Z2+9fFyQ8PhEdgjQ0unFFxDxBkQW5st9ONrYyaEG+XroUKOLn143l/86eyomnYqH3ypnZ2UrlS3ydehxRxf/75wpPPlxFe/srUcAzp6Rzp5qJ2nW+G7gkGj79bXTWbdqcrj/6/72GSWV8hPXdz6xnSe/sgyNRsP795/DgdoOZuZY0Wg0aDQSDc4u9tU4SbH0xnC4uv1Ut3Zh1muobu0iKLWSmtAbT5KeaGBOnp1dVW1YDBqKs6y0uf384sZ5ZNjk767frz/I5tJ2djoPRgnDfXPFY8V5DOZ6jnVzI16Bzb772VfjZE6enbvWTBtTsfqSX23C4fHzl+3RRSeHQ0NDQ7/trFYrVmv/QrCn2rXJhBSsrVYr7e3t/Za3t7fHnPRIfvCDH3D11VeTkZFBR4cs5gUCAURRpKOjA4PBgE6nVJNWUFBQUFBQGDs6Ozupq6tj1qxZ4WV5eXkkJCRw8ODBmD8Kn3vuOQwGAxdddNGIfxSeqJi/Y8eOE9p+xEgiGp+DgC5pgIvh6JvrSCLTXC4SAJfbxaGDNSAc77/Z7F+hmd7T9qE6ptnnkuDYg8s2m4o9uwnok2Puc9C5mP0ruqfWcqTlMSREyttK2bztI8zqBHK0OdT4asjR5oQLFsYet8Q025ye/szh0NzfoZnhlPu6c+fA+4/D1cZrcGd6MKvMgBT+9+5du0fUXoiSku24Rbmt0bp4kySJAruao60Bss0JpGpzqPXVkKPP5X9WZWM1qNgZYx7+a5aFxxpyqQ/WkK3JpvJAZfhR79DcZ2mzOOw4hIic4b15+2ZMKjMur4RFLwx7DKG+VrQFKLCrqSzfRyUSTzQ9TrW3Bp8hk6B4FXuqHWz6tASrQUVHt8ieageiRHi5RS/0a6eqrwNakvjdlnYq2uQij3cvS6SxqxOvphpBkNAm1HFJiifm3MTbXtXHuTZYH4ZD378VV9BFWWtpeO4/2vYRFs3YP8EUj6qTtufPLyP5LjK17pbFakAKdlP+wZN4kueNcs8ASSLHNIOEphJcKYuoPSAbutQBF0FNwsCCbMS2aJIQur10NjVRW3q0/3YpN6K2XSq3WVpBTsIcEppLcCUvpH73LgCmlr6J35CCtvR1BMBvTMdd9haH7ZcR1Mb4m0m+gdz6GswH38PdfD11079KUGdFHXBFtPUmh22Xxt4+cuzp51M/7b/k9Ub4fTPaDOU3iCRJ5Jj8HGr2MC1Zy8EDe2LmUE9KCHCwxUOaSeB4i5PCJC3l+3ejUqlYniKxwKbFqHHxybYdbC5tx6oX+LjMw11nWKjVedlSXktbSxNXz0qI2X5bVxC320O+TYXb7eGzHbvINvo42OzG75cIiPINCF8QTBo41uJGp5LNhyoBjre0U5Sq5cjB6PSAffv3kpqg47k9nXxW48MYoUOKwGsf7WRTmZsun1xs+Z3dtQgCNDrdLM7R95sPSZJ4+YCbQ61+piVruWqm/B3u8Yu0uzzhOPTKJjfvfbKdZFOvRLinNWL7Fj+iJOHxeJiequPggT2yg90k0OAKkGYW8Hu72NXqJiNBTenenbxU2kVFq58Cu4ZJCWoOt7QzLVnL8aOl1PX0ITT3m0trWWDrxKSNvrkpiiKObhG9GjaXdg64bl+G0v5A22w95OGTFPeg24yU2nYfDo8fFeDw+Hlj0zZyEoevVd500020tESbN++8885+tfxO1rXJiTAhBespU6Zw+PDhfsuPHj3KlClTYmwRvc7Ro0d57rnn+r23ePFivvvd73LLLbeMVlcVFBQUFBQUFPrhcslumYSEhKjlVqs1/F4kdXV1/PnPf+aFF144of2e9EiQkRCZMx2raGI8XI3w1j6Qglic+1hYlDc0d/eC7eBqxPLS9cx9/5KY+xzyo8nBBRS//BfKNSqKXA5Wtv0A4ZaNLBAWDD02Y8F28DRjMaex8CQ51waL+Sgp2c6/u14aE8fsE/NFvvLYNsrqOrA33MxjN0zFbhw4RkKURF75+CUa2gQsVisLFi4I92eBJM99oi6RBz7pjWZZsfAs7nyy5ISK8D21QGLTpyWsXiY/uuzodlC7vhYEEW3CcQSNhxkZWcyeMzvsUp57sNdhHdruqQUDx260urxUvrkJUYKKtgD23OksSDHxxMsv4tVUow/kcfHy1VF5qvG2r3QEKZg2C0ElRO1vsD4MlVh/K5Ik8c7Hb3GgpRSvO5PnDhj50y0LRlz0cLgxJePBqfS0z8lgRN9Fgbmw9U6kYDeC2jDyWJChsPCf0N2O2ZBIOgwv8mLhP8FZDc9dAZZMTK4y0mdOGdzZvfCf0O3EvPEnpO+5B/JXQ/FFsuN6xqUggFT6FuYZF8fP8O5ywo4joPJirn6FtKYPYc6X5T47L5bHMND2fcc+Qf6eYHi/QRYujF80se86oWzrfTVOtrRa+sU7SJLETqfswj1rRhLz5hbw0OZP8AVU7GoU+e51c7CadFHr/379QUoqWjGbjAREMJvgX/uDLMhP485L83hhWw0beiJJTMgi6OQ0E/Mm2SmpcrAo385tq6dgMWrp8PjQfrQRvwhaFSxbvBBBENj/3mYQBDoDcvFDX09Ex/vHwGw04/F3yVFoSBRlWmhx+fnutYuj+grQ4fFxbNt2clPN1HR6yZ48I+xu3uEo55WSWvxBkcL0BM5bvrjf90qHx8exrdvxSiLtHj9rZmdy15ppWE3y5/FzC4JUNrlJsei466kdzEuWI1LeqzezrbaDpAQdTT4tf7hZ/v6LPGahuZeLDub0y3EWRZFb//ZZOHJkRXE2O6scnDUjaUiZz5HHduk0G8uXFA0aJdL3fBjLbOl5wSB/2S47rO0m7bBjQULfQ88880xMh3VfTta1yYkwIQXrc845h1/84hfU1NSEreq1tbXs3LmTe+65Z8Btn3rqqX7LfvrTnyKKIt/73veYNGnSiPo0qTCJSYVJHIsojqY3aFi6In9E7fXlw911FGZa2VfZRlDsfQ5o8bRUivNsPLfxaFS8RGFaAmZPAINRS3dXbz5zeqaFo4damLcoG6st+hHBhVNSeHfncRodvTnPGrWAUSWQlpFAU0PvSWoy61iyfBIIUHm4N4JBp1dTXJiAKcvGrrre5RqVQK7VQqJRoKarObxcQCBXnYY+30jpMQcRQ2PFrHSKRYF33ygnGDG2GbMzyCnM5NkDlXQHeqNQpqcmUpAU22E/d1E2O7bW0B4xtuRUM2fNy6Jmew31EUUkE01a7J0iOXYTta7e5SathlUFmTHbtyebmL0gi30768LL1GqB5WcX9ltXkiS2bKpkToaFnXUdiBGDPrM4Dbt5eD/eFp6Rx4E9Dbg6e6MtUtLMWPwiSQl62lwRyxMNrJqTQVunl9oWd3i51aRl9ZxMfAGRIxExIkadmgy1ClV6Akcae4+/VqPi/AXZ/foSFCU27DhOwex0qvY3EpmAv3TFJIJTknjts+qoMRdlWNi1uZLsy2ei0/V+kB4ub8LaEsCkVePx9x7nnEQTySaJxDot7e6IczvRgE4QsCcZcbRFnMMaFdZEPZlWK/W1vWMzmXXY1KpwZecQBq2ac+Zm9RtbICjy/u46ivOii1SqBFi7KBdbtp1PNlZEjblwWgo6nRq32xd1Dk8qTELUqmnQqvD6e5cX5dpYNSeD6sYOuiIKC05KT2DprEzajjmjzuGUVDMz5sY+J2PhcfvY8EY5s+ZlMmV6ani5zx/k5U+qmJxlZfG01AFakJEkiU82VhAIiKw8d8qILzAHY87CbLZtOYYz4ngqKJwumM09lc77/ADs6Ojo90MR4Hvf+x5f/epXSU8fxTiNUwVPczgWo1/RxIHoG/cx1CKPKpX8X6hY43D22Qehq4UHyz6gXaXCFvAhCGrwNKNKSB96bMZox6gME1ESB8zcBnCLniEXZhwu7V1+yuo6CIoS+2rakcTBHdyh2BVREvsXSYyIHomM+Whzn3gRPpVKwGpQhftn09soshdR2noAgIxpGxA6vszlv/4oLIrHiqUYLHYjVLhwT7UDo07DzX/5lDm5Np758u+pbW8l354aV6yO3F7OBrfxvRflIpDFWVb+um4JarVqdKI/4iAIAv8z9wdc86dX8Xcl0aFqH3S+44nSJ5L5rXCKoVbD/NvxlL6MecZV8uvxYKgRIZEZ0bY8KDgnKs4DSeoViWPlSQsCIMgCdUIGVG2Em98HfhCO5Dhsu2xgsdmQKMeB7H5MFisDPqh8Ty7SONTYjqHEpkxw+sZFDLROZ5effTXOuAX0BEEI5y2nJxrkwogASP3qbkJvJEmKRU/Z8XYsRh2tXT6Ksqys39dASZWDxQVJPHfXcgTkAotNHd64uctWk46rFueyqbSWVTNysJp0dHb5EQQBrRqMOg0rp9rZeayTLr8cw9Hm9nP+zHQ0aoEPy5o41OBi7ZzMmFEgj206Smunl9YOeXz3Pbc7Kh7j2iWy3pZpN4W/V0IRIma9mn98eJjKJhcick2mTWUNHDjeztLJydy6spDHP6pgZ5WDBfl2FhYksbPKwZw8O3uOyfEobS4fy6amYjFqo4TqyKKZ8YoONrZ3U9XsxqhVcazFw8+un8dtq6fEFJuDwWC4yKRKpQq3f9eaaeE86t+vlyN+QznbsbKpQ4UQh5KPfaKo1Wpev2cl//5gG1efM/wM6xAZGRlDukF4Kl6bTEjB+rrrruPpp5/mjjvu4O6770YQBH73u9+RkZHB9ddfH17v+PHjnH/++dxxxx3ceeedACyNEQZstVoJBAIx3xsqGVlWfviri/jkwwpefmY3s+ZlcvUX5mFLMo24TYCyaid/er2UA8fkvN6sJBMWk5Zuf5CvXFzM0iL54uvCxbn8/e1y9lW0UQjUfVxNGWC26Jg2I43Gug7Ss6wcLmuisb6TrR9Xcek1s1hzaTFarXziz52czJP3ruKlzZW8tLkSi16Nv8PL4U9rUKlg2ow0Go53sGT5JK68YS4JVj0XXjGDTz+q5KV/7Wb6zHSu/eI8Ko+Vc+fChXx6rJG/bSvHpNPg7PKxq84BdTAzO5PEFA9qUcXx3TreP9oNdJObakanVaMS4I5LZjB3cjIAZ58/leee3EHD8Q6uv3kB83s+NNfOyOPRkoPsqW9l3cLpnDslK+4HxrxFOfziT5fzxsv72bThCGsuKWLt5TPQ6dScv6qAlz+u4oVNFUxNNNC2/ThVuxsRVAJL1uRwJCHAsvx0bl44Dbsx9h+6OUHPvT84l707j/Ps4ztITUvghlsWkpUbnfd1qKyJZx4rCYv8s/JtePMSCQgCX72kmAVTU4Z9jixdkc+seZm89sI+Pt1USWa2lcMHm2lpcpNoUDNlSS4HO7u5clk+160qxKBTc+kZk3h1yzGe/fAo583P4kvnTSXBqOWqFQWs31HL4+sPkZugw7O3kZr98g2GJQuyOKaG6Xk2br+omKzk6HO75FAzf36jjMqevOupC7NIbu3CoFVz07pFTCmShdBLz5zEX94o43izm8RmJ50fHeM1jvHJhiNc++X5TJ6WygtP7WTbJ3Iud3aKgYRzMzkmdjM9V0sTddQJEjmrtUyvz+TgQQ9FZgONn9VwMCCi1aqYPjONupp2zl47jcqDVlQqgQe/fykfvHOI11/cR0aWlZpqB+Ulx0GApYtzOBoMsmBaCrddUERqYnQxyY/3N/C3t8rDIv/kTAu+gEiy1cAdlxYzJUs+zudfUsSzj+2gvb0LtVpFxSH50ZuUNDOWRAOuDi8JFj2VR1qhoo3CVBO6mWk0dPm5be10zp0vn8OZ2jZ2NRn5eF8DXzxvKpcszUOtEjh7ZQFv/Hs/m949wtrLillzaXGUyB8PMSjy4YbDvPLcHjrbvbzy7B6WnpXPdV+az+7adv7xzkGanLIovGR6Kl+9pJhJ6bEfzT14oJFnH98hjwF4782D3HjrQmYOQzgfKrPnZ/GLP13Om6+Usn9P1ai3r6BwMrFarWRlZXHgwAGKi4sBqKmpweVyMX369H7rf/LJJxw4cIDf/OY3gPxjct++fXz88cc888wz49r3caev8GxMkd3TgxVuFATZGT2SIo8jFbtjtKPKXYb92Gb59Ym0dZIYLHMbwKwyh7Oxi5KKselto7b/SHF1Tq6tX2Z1LGx625D6EyleD2U/cUXTHge6VWfFFXQRFIPhPPBvL76PdRtuQZREArpa9jc0IommKFHcbtLR5h6aQzjUhz/cvIjKFjc3/+XTsMje2R2kMHnwC8fI/GZJkrj81x/JOeG17fy/x7bxt9uWjqnoK0oiv93zY+zTS/G7M5nku23A4zqQKD3UzG+F04DudqjdjD9hEtRuji8cx2MoRQdD60U6qtf8sjcbOn+1/H6k+Bxrm7W/kv/rcsJHP4Enz+1dDvEd25E51Plng8EWtZ+g1jL4995FjwASHHhRfl1wXu+YT0EhOiReSpGuoFHErFczO9cWLkoYKr4Xuf/IbOS71kxj7ZxMtle2sbggqZ8IHMrA3lbRCoJAukVHZ7efhg4vApBm0bOzysFtq1XhbTNsxrAAajFqw8UhQ4Lo3RcUMdPSyXnLi8JC+5o5mbxSUkt3d4C39jVj0KoIihIef5Bks579x9tRq1QUZyXS3Oll3arJ/b5fOrv8bK9oY3qGhcYOLwGRcNZ1Z5c/XCRydq6Ney4qCs9HKPd5dq6NHZUOQvaroATdfpFGZxevlNTy2ZFWnB4fRZlWdlY5+MPNi7httSzSP7LhECUVrSyblso9FxVFidWRudJ3rZkW87hJkoRJpyY/xURVi4f8VDMZNmPMm7WhLGinx0+iUcPauVns6hGlb11ZGM7e3l7RBgKkReRwhwpuRorTQ7khMhpIksQf3zvC5lIPDeKRMS3uCKfmtcmEFKxNJhNPPvkkDz30EN/+9reRJIkzzzyT+++/P3xXAOQDHAwGx+zDrS8qlcBZ505mxTmFo3Yi/c+fP8Uf7HVg1rV5oA2e/s5qMpN6x5puN/K9m+bzk++8zZHy3nwad6ePQ6VNTJ6WzKHSpvDyLo+fF57ahVarZs2lxeHlOq2am86ZQqKzmy37eu+siCIcKm3izJX5fOn23qKDgiCwbFUhZ64sCI+5UtYZOXNSOjmJJm59aXPUmA4c78LQoMJTJgLd4eU1PS7X13+0BnPEB0BGtpX/uf9sJEmKmtcUs4H7Vs3ttzweBqOWa74wn6tvmhe1vk6j5obVk0nq9PH0oyXh5ZIocfydGs5alstdX5w9aPsAcxZkM3t+bOFcFCUe/O76qGWOKidUOfn9E9eQaBt+UZwQ5gQ9N61bRJfHx0fvHQ0vD3QHqf+oii9dP5urzp8aXq5Rq7jmrAKuXpEf1VeVSuDCxblkAL99cGPUPup31jGlMIkfPtD/USyHy8u3/7Etatnhjm4OawU2PLQWjbr3iyM/3cLPblvCN/77ZdoinM0tzW7+/PDHZOclcry6N6Pe09KN5/lK5t+TShW957BP5ceXXc2S+mTKNx0LL/f7RQ4eaOKiq2Zw9Rfm8cgPKwFQq1Wcf3ERRqOWv/9+S29HJajbVsvCOencd/28fmOrbnLxg6ei89KO1ndi0qt58luro5bnT07muw+u4fbrn8Hr7XWFtzS5aWlyk5xqCgu9AK5mD2ys4gc/OZ/i2b3FQs16FXdfMYuvXz4z6vgYjFqu+eJ8rv7CvGF9xpR8VsNTf40+Pls3V1HZ7GaHGIxavu1gMzXNLp7+zjn92gn4g/z0gQ1Ry2qqHPzif9/jj09dR4J19C8Q9QYtV904l/MuLogZBaWgcCpz3XXX8fe//52lS5dit9v55S9/yYoVK2JmxG3atCnq9d13383ChQtZt27deHX35BEpPBtT4Klzhh4PMlJ38omI3bHacTX2FoOcQI9YD4W+4q9VZ8XR7YiKBxluYcbhMJLieCPpz2D7iSeahhzoZa2lGDQGugJd/PmtP+ANesPFLKckFnHQUYbflYUUMKISCIviw3EI9133DzcvihLZbUYtrS7vkOYp5KCWJIniLCv7ewo+lx4f3O18ooRugiCI6C0NPLRm6oD9HUiUHskNDYVTlB4xV1v6Jsy4eOBCgH0ZatFB6O+oDruTnbDxJ/DUudFtSJIcAVLxPphTofKDXjFdEGSndKQ7G+I7tgVhcCf0YMK7SgUX/xHOfVAu0BhZ7PEUI1K8zDH5WbhwaNf9w2n/kQ2H2FvtiFtAr28RR7c3yN0XFMV12IYcuB1dPu56soR9xzuYlGLi919eyOObKiipdLC4sFcYjyXQhgTyBfl2bl1VyOObKvi4rJMy96GwaHndklxe3lZNgk6g0ychSWDSqVkxPY2PDzbR5YO0RANtbh9LJifHdVe3uby0urysnZ2BIAhhdzHAjso22j0+Xt8l1/+49+LiqPnYW+1gwSQb9Q4PflHCrFfj6g4iISFKEikJOto9Ppo7veE+hOYrnku573w//FY5Ww9FF12MnLP5k+w8dP28KLE60qEtCAKVTW6cHj8qAZxdAT473EKW3cSOyjZuXVkYLrK5uFAed2gOIgtuxnNcjyWhubDqhbgFM0ebU+3aZEIK1gBZWVk88sgjA66Tk5PDwYMHB23rn//852h1C2B0P0TjlAEWYj6AIr8znOXxtfw47cQZW/wxx9vvQHeG4+16uPseXjtxp26gvo5Cfwba9bDbiTdHcfYw3PXjnTAD3ROKO7Z4Gw33nIy79jCPc9xzNc7f4GDuhuFuM4z1R1IIKubyOJM97EMzQFujxUTJpFRQGE1uv/12Ojo6uOaaa/D5fCxfvpxf/vKXAPznP//hf//3f9m1Sy68lJGREbWtTqcjISGBlJThP5lzShISnl2NI4sHGek+Tangbhq5aC2Kch8tGaMuGAyWKz1aRIq/Vp2V731yf8x4kEi38mgzlHiKvu7nkfRnoP3EE03D8SOIeAJylFzo/+VtZXT4Ovj5yp/x1Sc3caDaz7xJdv7v2jkkJ+gRBIE2t3fIDuG+fXB6fGGR3WbU9svgDm0zkIAtCAJ/XbeE//fYNkqPtzM3zz7mom8/B/wgx2kgUXokNzQUTlF6xNzDtksHjsWIxVBjPSCGyzkkDAsRcR0f9orG6++Fqg/AVQetByF1Buit8duC2Msix2lIjC1KD0V4DwvatlNWqA4RKV4eavaMumDXG99hYF+NE7c3iMUYfRM8waBhQb6d7RVtYaE55LDt64QOEfoOkiT55qTT40Ml9MRFCbH7EBJoG9u72VHZRqJBwzt769l6tBWH20emmSjX74vbalCpVLh9IjajmmSLkcWFsmO4rK6DVIueVpeXn98wlwRD/zlzdQfYWeWgKMtKY3s3l8zPpjAtAY9PJMGgQZJk0bmpw4tRp2Z3VStHGzopSDOHBd5FhcnctWYat587haomN7944wBmnUiry0tBqpmO7gBr52SybtXkKLE6NEexjmXIoR5ycO+tdvQTbENzlmTWUVLp4LbVU6LE6r4ic0GaGZtJi9Pjx2bUcMbUlLDD2mLURonnobkJOasjj814CMax5kLO8O7v/h8LTrVrkwkrWCsoKCgoKCgonMqo1Wruu+8+7rvvvn7vXXbZZVx22WVxtx3tm+2nDKYUyFoEx7ePfbzGSIs9jtb2AzU9hFzp0SQk/jq6HWOWVT0YAxXWG48c43iiaUh8jXRYGzXGsMM6dEPhLzefHe6/JBGOABmOQzjJrGN2ro3dxxwERYkHXtjDn25dQnKCLExEitmtbi8/eHHvkOZErVbxt9uWjoroO5QCiLEc8ANtN5goPZZ52woTDElC7Xf1j+QYjHjCcU+bUeJwPJez3irnQ9dskfOp9VbZWV31ofz0T8tByF4Kvg7ZlR1yNsdqayAX9QCitDrg6i+8R4rbMLwCkROcSPFyWrJ21AW7yPYX5NuRJCn+09v9DlN/YTRyuwSDhkWFyWFhF2TnbprFwM4qR1j8jOzDwoIk0qx6BAH21DgRBIHiTANOt492r8SqmUlhITWUC93Q3s2fb10U/g2QYNCwZHJyuL0XtlbHzGQO7bekQhbEb/vHNgpSzTx++xmEsrQF5IiQNpeXFpePdf/YSkGqmcf+e2lY2AZ4cnMVOyrb0Go1JKhElk9P45sXTg+vM5Tihx0eH25vgAybMZwZnmbV84d3D/cTbEM3Ed7ZW48APLbpKHdfIEeWNDi7YorMb9y7KmaGdahvkUJ06N99j814CMaRhPLTi83tnLe8v/t/LDjVrk0UwfokUnmklakWA2XO6IJjeWlmzDHukgFMnpbCkfLmqGWWRD0FU5KpONKKFFHszmDU9stYBvD5gnR2dMuPOUasr1IJFPTkSkciSRI7ttZQODWFpD65xha9lmyrieMdnqjlRWk2Ojv8UQX+AKZkWdFqTvyCy9Xp5cCeehafmYdKPbT2snIS+xWpFFQChVP7j3kgSg41k2YzkpcWHUwvCFAwJTkqEgIgJ8+GfpQ+/CYVJqHWqKIK/Gl1KtxuHz5vAJ2+dz+BoMhH+xpYMj2VhD53ClPSzCTaDLQ7u6OWT54W+26ZUacmPz2BqojCjABTEg1UHGphanG0oFBX005KWgJtLdHnRXKqmcKpKRyvaY9abrboMNRoIYeoHwv6gAY9WtRqgWCw91xV69W0aVV0+QL9+pqRacVs0eHu9PUuFIA0My3t3aT0ya+2mnVkJ5s43hrd1+wUM0frOpicFV3o81hFG5lZVqoiCrACpGdZyMu309LkjlqeaDNwvMZJ0az0MfsSSsuwYLHq6ezwRi2fmm+nts1NU5/jXJxni9mOWiWQPzmJqqN9xpZpofJIK3NiFOJUUFBQGDVEEZ48B+pKIHsJ3PzB6F2Ih5zQkU7qeMUeRRGNt3VwwWSgYpGR+5OkYUePDCVXeiwYajb0aBNLkEaQwoJnLPez3awdtgN9JKJpXwf6xyUfs2LRinCGdd9CirHGMhSHcMhR/+NrZnPFrz9ClGBfbW98R1/hWwVDcm5HjvlERd+Yx2mAsUSK1YPdcFBEaQVEEf62mBlNB+DATLh9+9BvAsYTjuOJw4IQ7cCWJNjwLbkYb+4yOP8X8uvKD0BQQVcLpBSDt10WsweLKwm1L0lyznVkn+K5wUPZ2ZNWy07v/LNl0Tyy/6u+F99JHhLm9VZZUB8sy3sCEFng7uCBPaN+rRRqv7PLz2ObjnLnkyX9hN2QOJxs0kUJzYO5b/sW55MkKWZWdt/1XN0BRFFiTq6NI42dNLm8rJ2TyQJbJ2edIfcrUkg9Y0oKVqOuX8622ytH4975ZAnJCXpKKlppcHaRYTMiCEJ4v0cbOln3j62YtCqqmt00tneTaTdh1quZk2fvif2w835ZIyatOryOxagLz09oHlpdXn541RwK0xNQqVRYjIPXWpIkid++XcarJbX4RYkp6QnMn2Rn1zFneCx9iy4KgsC6VZPZXtkWzgQPZW6XVLSiUgm0urxR86xWq5mS2XvdPhSn9HgWWIxFKLJmc2l0HIxCL4pgfRJoa/Xw0r92sWVjBZIEZ81M45BWoAu4+fxpXHZGHuo4IuxN6xaxeFkezzxaQnWlgzWXFHHptbMxmXWsWjOVZx8roXx/IyvPm8LVN83F2ic3eevHVbzw1E5amtwIhukYDRrolIuf3XjrQrJzbVHrHylv5pnHSjh6qAWdXs1FV84kM79XLLUZ9Tx6zUpePXCMf+06jEWv47+XTGdlQSaiKLF+Ry2PviPHttx2wXTWLsw5IUdMICDy/lsHee2FvbhdPrJyE7nx1oVDEtJmzcvil3++nH8/s4eP3jtC0ax0bly3iLz8oV0AHmvs5M9vlLHtYDNqlcClZ+Rx8/nTSOxxygiCwP/+8kK2bKzkxX/tIhgQueqmuaw6b8qQRfXBOPfC6cyYk8Fzj+9gd8lxphSl0tLo4t03ytnxaTXXfGk+y1YVsKW0ib++WUZti5tEs45bzp/KJWdMQt0z9zmT7Pz8z1fwxkv7Wf96GVk5idy0bhFFs2I/dm3Ua/j7N1by5tZqnthwCK0oUSxCVUkd/7e9jqVn5XP9lxeg12t4+bk9bFx/iGBQIi3TgCSq6Wz3csnVs8KFMFeeN4VnHi+hprKNydPTOFbRxu4XjpORZ8V0jpZ6u5P8YynUvu9kT/txklPNJNoNVB5uJXNRNhWSyAu7jvP+0RbaOnNIsvRe4EwpSuUXf7qC157fy/vvHCJpShJtyUbWVzvY9MuN3LBqcrg4JYA9Qc9j96zi1S1V/PP9w5j0GpKtBsqqnfy/323mgkW5rLtgGiq/yEtP7+bjDyuQRInJ01NwtHrwdge4/Lo5nHvRdDQaFft31/HsYztoauykcGoKFYdb+OfftrNlUyU33dpbnHI0KZiSzC/+fAX/eXEf775RzqTCpHAhzFv8QV7YVMGzG4+Sbjfy1UuKWTI9tmNRpVaFi8uGzuHMnESOlDfz8I8/YMGSHG64dSHpmdaY248GXo8Lr3986hJE77dz3PepoKDQh0gBuG47eFpGJw4knhM6VuHFnnXnVH8CB5cP7JqOV7gxcn85ZyIi0N5Qgi1zEcIQXdgnSzgey6zqgegrSLe6u/n17h+Gx//jMx/EoFXj9gYwaNVYDephO9BFUeKOJ7axv76OWZlZ/OmWJeGM6tB444mmkfEjCeoE1Cp13BsI8lgciCoPe2uksJA8kBjb11E/J+8q9tW0Rzmy+wrqwJCKSA4mFA/FMR09tmiRfLCxPLjiIRwev1I4UWFw2muguRRRpUfdXCq/tk8a+vZ9RWgYelRId7ssTptS5M/ujlp5fUsmdNbDDa9CYq4sBOutQ3M8xxPLY7nBe9adWvomzLgIvvy+3M++/V/5vdhO8tC+QgI70injwA5FR4zV901IvN1Z5YgpPpv16rDjOT/VjFkvXyMOxX0bGR0SLyu7b95ypDP7grlZ4TiNnTt3Rgm2fUXuvjnbCQYNnV1+FuTb2VHZhkolcN9zu6MEeUEQKExPoCDVTFWzm/xUM+mJhnB/99U4mZNn5xsXTKOixS2vk2Li+c+ORQnKoXkQBPjRK/tYVJjcT1ztO84Qru4AWyva8PWYzyqaXHT5RbJtxvBYTFpVv+NvMWpZUtjrJAfC8S4tnd384sb5YXF+oP0P5fwYzxiQSFzdAUoqWjFroaSiddwjSU4FFMF6nAkERO6741V8EQXbqg40Ydaq+f1friC1j4M5FlOL0vjBLy6ko707qpBfXr6d+358Pk5HFzZ7/wJ/b758gBee2hl+HQyIdAVEzrlgGjf/v6X91i/dW8/Pf/Be+LXPG+TV5/aSPcnEGWf0Oio0KhXXzC5g7bQc9BoVOrX8IR8q8Ld6TiYgi54nyqOPbGHLpsrw67qadh7+8Qfcfvdylp9dOOj2VpuRW+84gytvnBtzjuJxvNXNf/1mM8EeR3pQlHh1yzG2lDbx3P29xesEQWD52YUsWpaHGBQxmkY/IzAzO5FvfO8cnnmshPX/KQsvb2v18LfffsIH++r5sMYZXt7u9vG7Vw9wpK6De66ZE15uNGq59kvzWXtpEQlWw6A3EtQqgcvOnMTKWel8679epjLiHN66uYqdW2tIsOhxRDiVm+q7UasFvvezCyic2uvenjYjjf/9xYX85v8+ZM+O4+HlDdUd8AQUz0unbHdjeHlrs5vWZje5Zxew5XivO7u1w0tNkxuvL7qwYIJFzxf+azHZC7L48XO7oaf4Y7cvyBPvHmJPZSsP335GeH2tRsW1KwtZWpTGf//mo7AjWZTgre01bNpbR+ZhB97uXkf30YMtaLQqfvr7S6ME3FnzsvjJbzJ48IENlO9vjFr/J995h/t+fN6A8zxSTGYdN9yykAuvmIE10RD+otZr1XzpvKlcduYkEoza8E2LeAiCwIpzJrN4WR7f+K+Xo4q57txWy56ddTz8tyuxJw3+WTUSfN3uqIKWw97e4+L7Vy/GZrMNe1u7fXwee1dQUIhDPAH4BBHdjbTXl2ATAwiRTmhB6F940d0ENVsQpCBUfwLNpZA2M/YFf6ztIUp4F2u28MDkxZQXr6TI7eRBdyMqS2b/PvZxpA5XOB6NvOvINsYrBiREX/ewRtMV5TCvaW8NP1XV5QtQ0946bAd6q7ubY7pHsc+o45g7i1a3nDM92tErNpOGzBmv4dVUow/kYTMN/r3f11H/6A1TkURzPxG5r6A+mHN7oGKGoigNK1YEYsemVA0ylnZvO0lmm1I4UWFwrDmgt6DxtMjCsbV/EbBhM1BUSCR6qyz01nwiO6mtOb3bFZwDtrxesTlShF45gOM5nlgeyw3e5YSqD/Hrk6HiPVjydXndvv032mI7yUP7MqXIY8hdPniW9+eIgcRntzcYdjw7Pb5wznWkO3swerOy9eyull3aVpMubqzIUFy9kUJq3/5HFgtckG/n5zfM4zvP74kpyKtUKh6//Qwa27tJTzSgUqno7PKHBfB9NU66/FJ4HZNOzV1P7YgSx7++djoNzi6+/ewuUiyGqH2Ecr4f23Q0bjTJ0sIk6ts8+IJSWGgv8/i4YE7mgDEct64s5NaVheGxhCJO5uTZSY+43h0svmWiYtarUakEKpqDFKYL4ZslCr0ogvU4I0lSlFgdwu8PYtQO/QQVBCFKrI4knhDbHefDNl4Btu7u/nELAH6fGHO5RR/7btBoCNXhPsUZQ7zl8RiOWA3g84thsTqSLm/sOdKP4piHiyfOcfPEEQH7uvAHw6jTxD6HfcGYxyEYlKKiSkIIgkAgEPtcCnTHXu6PcQwAgnFOYrUu9t+UJ85xM+rU+IP92/J4A1FidbiffjHmsVapVfh9see7uzsAY/hdFO9zIXGYF4d6gzbmZ0AwIBLwj1xQHgxLUjqqwMh/YHjdHdhsNpKSkkaxVwoKCuNCPAH4BBAlkQd2/5by4lUUuR086NehihTCQ8UeQ/SI5tKxjxF0CfDX+cPPp44Q3ttzl1FuNhMUBMrNdto1evrKqvHyqodaVHA08q7HOzO7L7Hcw5EO83x7KnPz7GHBM9+eKudKD8OBrtF0oTXXgyChNdej0XTh7OqirK0McRSjVzp8HQR1tQiSRFBXS4evY9A2+zrq7Ub7kC62B4vRiJefHXJe76l2EPppNRTnc+g4tbq9xDs7Yj0doBROVBgSvk6wZtNpzMOqDcqvT1RsjRcV0hdvByDJQm9Xq7zvgYThkAi9Ko7jGQYWy/u6wQ2JMGk15p1PgNQNf18Cc74IFzzcvx+xrnt6tqfiXUgukscwkED/OWMgkbhvFnVIQB1MiI0klLm8fm89EvDoxiPctnoKQMxYkeG6eiVJ4toludxyVgFWky7Kcb2zysG6VZMHdIOrVCoy7b1mo1gCviAIZNpNSJIU870MmzE8T6HlkiTxu3fK+exIK+0eH0VZ1n6CuSAI/M+FxaxbNZmmjm5+/OoBXF0+Wly+cKxJrPHGEqDvPH8qP3/dz74aJ49s6I3QONnFE0eKPH4oTNIgScQsCvp5RxGsFRQUFBQUFBQUJgZ9BeQTJOz2FATKLSm0r3kS+0BiWY9oXrrpRWZu/mLsfOoQ8aJGIoR3mymVok++S3lbKUXJM7DFEC5PNK96NPKuT1ZmdiR9xdefLH+Q2s5a8ix5qFSqKMFTksBx+Cpa6utwZGYhLR/8/obNYGdmygzK2sooTi7GqrPxtSe349VloDXXU5Q8OtErI4lzEQSBH535f5Q1VzIrbfKoCbrxhOKQ8zokVqtVwrCcz5Gu7HVzoi+u4z0doGRUKwyKIRHyz0Fd+iZMvXj0xNZYUSEx991HXI61Xb/1bPEF8aGK5aF1V3+fwIHX0HqbIeiFyvd6HdKROdXxIkgEZJd4/ipYenevK1wBiB/9EEvMDgmm2ypaae30UpRp7ecqjlw/nLlc0UZKgo71+xooqXKwuCCJBfn2sOA9kqJ+oihy698+C0d6PH77Gf0EZ4tRG3MM8VzcAwn48d6LtbzD4+OdvfV4/UGCokRTh5clk5NjjlOlUjE53cKcXBuv76xFq1axYX8Deq2aszOiRetYAnSCQcOv3z7I+n0NJCXooo7HyS6eOFJC/d5cWstZU0+dfo8nyoyMMyqVgCVRT2d7dHE0c4IOtXZs76aIcdypAsSsluvyB/sVuwMwJcQ+bRocHhIM2n4F/tp7ikr2dX66uvy4uv1k2IcWLRAMimhiuNAFAaw2Q4wtoLrKMeSM6oEw6tUYdGq6+7hmE01a3C4v5pPwAzyek9YQp6ilDgkxKPbL065ucpGRZESnGZrtV60SYhb4MyXoMFt0dHmiXdZ6gwZDnA/fxBhOd0ElkJgUe2xGdewfXdo4GeFWkxyB0dcdb9Jp8PqD6PucTzqtGrNBg7uPszgpQY810UBHe3TxQpNZhzaGi9vrDWA09f9BpNaoSLDo6Yyu74gkSVQ1uijIsMQcRywqGzqZlJYw5Ez4xvpObEnGIbv/O9q7sVj1ONuii8IaTdqYjnkFBQWFiUg/8XAoIqwkyqJAzjKoHSCeZKCiiz3CuwCDRnucSF612NPX6fYiDjrKR5x3fbIys+MhSiLf/+SBaMe3ShUWPNvcXvbVtBMUTeyraR9SJnJfIbXN7etp4yo0ui7u+fqFAwrFociUWG6wgfYzFPE5EAxy0yt3h2NEnrvqETTqof0uGyyDOpZQHOm8npVt5VuXzKAwLWFIfe0bM+Ka3v9vaqhPBygoRCEIsOaXVJjPZvbyi8ZXbB2quBxvvXiC+FDE8hA6Ky77bIytW+TXBef1F+3jxYx0t0PVRrBkwb6n5SzrwvNOiQzriUhIME2z6Gnr9NLc2SvExnP/WoxalkxOZtvRVgQIFwv8w82LuG21MGD8hyRJePxiTE2msb2bqmY3xj5FE2OJyiFBfqCIjJCQHYqfiBS2Q2NPMGiG7FAO9daoVfHDq2YxOd3SL9s6si/fvHA6voDI+n112E069tY4mZuojhp7LAHa1R1gb7WDJLOONpePZVNT4xa2PFWe4gm5xvN1Di5ZNfWU6fd4oqgO44xareIXf7qC11/cx4Y3ypGAcy+YxuXXz8E4Ro8tVB5p5ZlHSzhU1kRuvp2AP0j98Q60OjVqtYoP3iml4nALN65bRNHMdBodXfz97XI+3FNHzpx0JnUFOVbejCVRz1U3zsOS3BHVvrvbz9MfHOXfH1di0mu4+fypXLo0j2BQYv1/Snnj3wcAuOSqmay9fAZqjYo3PjvGE+8exuMNcPWKAr5wzmTMhvjj3729luee2EH98Q6mTE+htdmNo62L6TPTuPHWRRRMSY5a/1hFG88+XkLZvkamFadx47qFURnKwyXDbuKpb63m0fUH2bCjFoNWzewkE81ba/nWV1/liuvmYEsf30JxF181k7wCO889voPaaifpmRYMRi0Vm6qYPy2Z9jQzFU0u0hIN5Aeh9MUDfH/rcW64dSGz52fR1tnNo+8cZH1JLWk2I7dfVMTquVmD7lejVfPzP8kF/t57Uz6HJy3JYHdyAJ8ksqjTRv1nDfj8QYpnJ/L/7j4XW5y849vvXsbMORm89PRuHK0eZszJCBfC3PFZNc8/uZPG+k6ychNRqQQqP6hk0cw0mqw6qls9TEpLwIkFawxxGGBuYTKPfnMlf3mjjM/Km0g068hLNbO7opWbf7mR/7qgiHPnZ4W/HBLNOv757dU88e4h3thag0YlcO3KAm46ewqIEq+/tI8N/ylDFCVWr53GlTfMibpZIUkSWzZW8tK/duFo8zBtRhp1NU5cnT7mLc7hxlsWkpFtZceOmvA2e4628qc3Sjl8vIMzitL4yiXF5KUlxJ3/mmYXf3mjjE/LmpiSZeWrlxQzf0r8c9vV4Q0XwrQkGrj2i/NZfnZh3C9Evz/IhtfLef2lfYhBkekz06g83EogILLq/ClcdWP/Yq4KCgoKE5Vhi4fBAPwihRnedtBZ4e4qsGbFvuDvk7ktmlJo73b0289g4t1ICx32jfH4x5rHSTIkjeiC52QVW4zHYI7veFEXgxF5LCLbmJ2ZPeSiiDnaHBZICwaMTBmuYFvtbMGrqUYQJLyaaqqdLRQmD/6kwVCKKsYiMtrjBy/u5ea/fjbk7fvOvUWvXGArjBKSBOvvYfKB18D1Plzw6/EXrYciLvddT5LiC90DvReJKMLfl5DUuB9Si+DmD8CU1H+beDEjoeUV78qvrdlKhvUQiSXuRgqma+dkhgsjCoIQlf/cN+YjlHkdihGZnWsjwaBBNUCkWGj/m0vb2ek82C92JD3RQH5E0cRUi456h4f0RENcUTkkuNuM2n7O8NBYBUH+DhEECAQlFhfKvx/ixZ/Em6c0q56KZjcGrYqfvHqg37Z93dIen8h3Li2mrK6dmlYPvoDIX7YGKHMfjCoW2VeADh2TbUdbuXhqFvdcVNTPGT6QyD6UoowjLdw4UkRRZN3fPuNok4uXD37G4//vzAHPlc8jimB9EjCZdVx/y0LOvmAaYlAiI9s6+EYj5N03ynn60e3hqKuaKgcIMHdhFuv3BsM5u1VH23jogQ0sungab1a24evJFq5x+6gBVq+dwr1fXojJrGPHjh3h9ls7urn9t5txuOQq4e0BH79/9QBvflaNtayFlp5idwAvPb2bjRsO0zkzlSN1vaL3cxuPsr6khr/9z1kkW/s7pZ/482d8uP5w+PWRnmJ3N61byNrLZvRbf+OGwzzxl61IPa7aQ2VN/Pjbb3PTbYtYc0nxCGcSUhIN3HfdXC6cl81ffr6R+v3NAAS8QZ5+tAR7so4lSxaNuP2RMHt+FjPnZPDi07t5+5UD4ePccqgVDrVy7vI8KrbVUu+Xj2dttZNf/eh9Fpw/mQ31HXT1HP8GRxc/fnoXm/Y18L9fXDDofs0JOm68dSHnXjiN+97cymbJCz37/sTSRfKaZP53xVy6XLVxxWqIKPC3fBKVR1opmtl7cbbwjDzmLsrhmUe38/7bh8LLGw80gUrgS9fN5svXzubcnxwbsK95aQn8dN1iNuyo5fev7mdflQOAJmc3P31uNx/uqePBW3uLiNoS9PzPlbO5Ylk+Rp2G9AgX+HVfWsDZa6bh9wXJyu3/mGLfIpKHSpswGjV85ZvLOXNl/6KgT2w4xFPv9Z7bn5U3sf1QMw/cND9crDSSj/c38OOndxLoeerhSF0H9/xtK184ZzK3XVDUb/364+38+Nvv4HHLf5/Oti7+/nu5cOm3f9S/CFQwKPLdO/9Dc6MrvOzggSZsNgNfv381k6el9ttGQUFBYaIzLPGwpRy87bJjyNcB3Q5IzI69bkT0h2hK4YFP7h9xBvRIHKl9RV2VoDqhC6yJ5IodzPE9GpnIw2kjcq5rfDWjHpmSb09FH8gLO6zz7UP7vh2oqOJgqFQCKkEY9vZ9523nzp0Drq+gMGS6HFDyF4xBL5T8BVZ9XxZtJzIDRXQM9F5f2mugpQxRY0Lddhh8LjAn91+vx4VOew0k5kbEgfQ4v7uc8NFPZLe1kmE9JOLlHw+Ueb0g3872ijYWF0bHOAiCgNWk46410/jZ62XsOdYWlbU80P6teiFm/nJk0cRUi47b/rEtKh4klsBp1qsRBNhT4yQ/1Rx2U0cK2XtqnMzItLCnth2DVs3be+tJtRhIs8pFFRucXWTYjHGFZ1fPE8miBLOyEzlQ18HUPgJ5aL5iuaUFYGaWlf3H20mzq2JmX8eMcFEJ6DT9f++IohhVWDKSoRRlPBmFGxucXRxudCFJcLjRRYOzi6wk85ju81RDEaxPImnDePx/pDQ1dPavyyD1FH6LYQiua3KHxepInIIstPfF3R0Ii9WRHG9244sQq0O0NLtpaekvYDpcPtzdAZJjaPeNdZ39lgX8IgmW2DEgTQ2dYbE6hCRBU33/dkZCls2Au7Wr33JnW/95GA9UahU6rTpm/Q2prYuAv//xrGtyh8XqSI639D9mA5GWYeE4/QsttkoBkrOt1B4cWjt6vSZKrA6hifFlBIAoYfYFUceJAolFstUQs/Dk8dbYY85Pj/33mZoe3/3cUN/Rb1lXVwBbnNibWPMdFCUa2jwx1pZvLARiFIWsbYm9fme7NyxWR9IYo58g32WPFKtDOJ3d4/J5paCgoHDSSZ0B+kQkbzuCPlF+PRA90R/t3Y5xzYAWJfnR4YkU4zGaDMXxPZJM5L7xGUNtI1JAz9HmjPpcq1QqnrvqEaqdLeTbU4fssOrrdrYZtbS6vL0534OI8SN2qit51ApjQVe7nN2MJP+/q31iCdax3NLxIjoGe68vibmQUoyq6QCkzZRfx+vDhm/FybAWwGSHtQ8PzdV9GjMcp2y8/ONBCyNGNNs3VuPXbx9kw756ksw6SipaBywCGJVjPCN2jnGoaGK9wxMzHqQvbm8QUZSYk2vD6fGFi/mZ9Wpm59rYW+0gP9VMe3dAjtaUJFQIzMi2crC+E0GAbz2zk7mTksJOZkmSYuZxL8i389mRVvJTTDi7/P0ypOO5pUMFHAvSEnC53awcJMPZ1R1gZ5WDNIuBnVWOqDmNlfMd+h4VRZGKRhclFa2kWAxxizKejMKNZr0GrUrAG5TQqQTMSuxmP5QZUVBQUFBQUFBQUABZgP52C6Uf/ZuZq66VXw+B8cyAjoynmG4v4tE1j2MfYRTIRGa4ju9QxnQ8gXuk8RkQLaAf3X90TOZao1YPKQakb79CbmebUcudT5bIESe5NpAk9tW2DzjW0XCqKyiMGsZEUOtlsVqtl19PFOK5peNFdMDA7/VFpYLbt1P6yVtyfne8756hiODDyc0+zZAkKSqSYyhO2eHmH/cVTju7/Dz+UUVY8L51ZSH7apwkJfRkLU9LHVCIDe1/ga2TFUsH7mt6ooFJKaawMJueGNvAFykILyrszd5+ZMMh9tU4mZNn55sXTsftDfLopqNsO9qKVi1Qdryd4mwbZceduL1B3th1HCQJrUbFzioHC/LtPPLlhVF52LuPOahv7yY/2cgjtyzCatTFLPoYKf5GzrlZr+aTbTsGHftAhRXj5XyHhOzKZjfmnrpTofkYTvtjhcWoZVKKiaNNbialmMZcID8VUQTr0xxNnAJ88ZbH+90et504DletSkAQ6Of6VakEtBpVTHevOk5BvXjFKDXDLlI5Oj/CVWpVzLHF6/94EPf4xChSCaDVxO5rvOMZj2BQRAt4+ywXAPUwL3q83kDMgoDDPYfjoYl3fg2rFRCDIqIo9ZtbSZJQx/kDineuxhuBNs7YtHGLTsYZW9y5iz1qQRBiFloVVMKQL+oVFBQUTnnUGrqtU4YsVsP4ZkBHxlMcdJQjnGAUyOlA3zzvWJEsJxKfAbKAnqiz0emVYhbGOlmE3M6tLm94fPtqnEiShCgx6FgVt7TChMFoh0VfoevAa5hmXi6/nijEE4oHKtY40HuxUKnwmTIH/u4Zjgj+OSMU6bDtaCttLi9FWdYhO2UHdVNH0FfYBKKcubeuLAy/v2xqar+s5aGMI554LggCC/KT8AclFuTHv1EdS4SPzN7eV+PE4xNJMGjwB+Rr2yaXl+LsRMrrZNF6w756khJ07K52AoSjQvxB+TtmYUES1y7JparFg0mr4lhrFx5vkESTLFb/7p1ytle2sbggibsv6D8HkXNu0g7+O2agGwt9c75DQn5IyDZpVbh9QR65cjaTMywx93UyCje6vUEkBKYkqxERwk54hV4Uwfo05+ovzCPRbuS1F/bhcfswW3Rccf0cVq+ZxjPfOkhLowsCoNOrKZySQsWeBs6akswRrUC9x49WreKK5ZP40rlTY7aflWziD19bxp9eL6W058NsYZKJwJE2tBlyEcBjFW0AzJqXyY23LkRt0fO3t8rZtLcegBl5Nu64dAbZybHzer76zbPCBf4CAZHU9ASu+/ICliyfFLVeu7OLfz+9m082VjB9Zho1xxx4XH6MRg15hcls3HCYLo+Pa740H/sAucqDkZRs4n9/eVG4kCXAgqW5zFp08n7sX3zVTEwJOl55dg+dHV4MRi2XXjOLNZcWUfJpNS/+cxdtLR60OjVrLy3mkmtmsaeqjT+/UUZNsxuVSuDSpXncsmbakPcZKoQ5PSCiWmBjt1qOSZmdYeerZ8wgxWxg4HRpmYa6Dp5/Ygelexu46KqZXHj5DHQRwvW1X5pPYpKR11/Yh8fjx2zRceX1cznnwqH3FeQCjD+/bQl/fqOUqkYXKiSW2M107GvmJ/e9w023LRw0o3nfrjqefbwEnzfI9TcvYPEy+Rw8Ut7MM4+V4Or0MbU4jcPlTSBBziQbN966kKlFaVHttDt8/OEXm6jYcZyVszPY5vHSHRBJsuhZt3YaFyyK/RjgpWdMQq9T8+jbB2nt9GLQqrluVSHXr+6fjw0weVoK3/7ReTz7+A5qqhwIKoHlqwu55ovzYq6v0aj4v99eyrOPl7B3Zx1AuBCmeZwuZr0eF17/yAuYej2jE/2joKCgMFzGKwM60s09xTaVRJ0iWAxWpBFGHn8RIuTQ3lPtYO7B7cNyaI8HfccnRTishztWBYWTgiDABb/mkP1y5i1dNbHiLAYSigdyNI+223m4IvjniFCkQ6pFvoHX1OllSRw37YnQV9gEogTsgfKvYxFZdHGHoxwgrjs85O7OSDT2i8WI1c/I9/oK7Wa9moffKufN3XXYzTokCM/ZnedPRadRsa/GyYJ8e7hPc/Ls7KtxhsX5W1YWxBSKO7v8rN9bjzcQZH2nl3WrJmM1nfj3ULwbC5E535EZ1pFCdkGqmcL0hEHd9uPpcg454TeX1nLW1NE/V08HBEmKlXyr4PV62b9/P7NmzUKvP/VdB50d3Xz6USXLVhWSYJHHs/qHlYiixFcmtfHZ5krand3h9TVaFTNWFnDDjXPJTokWknfs2MHChQv77WPDtho2PruH45WOqOX5U5K56oa5zF0UXbRof1UbTc5uzpmXNaQxNNZ3sn93HSvPm4K2j7v1s82VPP6nrXR39eYpm8w6JhelUHmoBVdnb46v3qDhy7cvYcU5k4e034HYvuUYCRY9xbMz4s7LeOJx+/j4w6OcsSIfq623WKDPG+Cj948yb1E2KWm9GczBoMg7JbXMzLfHzWzuSzAo8vCP3+fAnoao5bnTkjn3v+dy9tTe4zzYnLz1ygFeeno3wYjc9KQUE1//zmoKpkQXGulo7+azzZUsX10YJZ6u/mElABt/WDC0/osSr208ymf/PkDj8d4sZ0GAledNYd3Xzoy53a9+/D77ekTcENOK00hNN/PJxsqo5RnZVs5eO5U1Fxeh6uNa3/B6Gc89sSPKxWy1GZh78TS+cNlMjEPIruryBXhney0rZqaTGnGc4yGKEls2VpCbb2dS4dCyAPftqiPgDzJ/SZwMvVGms7OTQ4cO8cyuZlwRWeM+j4vvX70Ym8025LbsdvuEcb6NNhPhc+Zkc7p9P48WozEvyvnVy0Sfi4AY4Lub7+Ow4xDFyTOGXeRxuEz0+ZAkifs//k7YYf3TFT+LGwsy0viLVpeXyx7eRFCUn6j6zz2rsJu14+KqHyqR4xtKhvVoMNHPjbFC+S6KzWn9XRQrw3qUmbBjHwdOdOyRRfMW5NtZt2oyFqN2TD//Qm5os16N2xsckTO3s8vP157YjkbswosBBEizGGh1efnjLYujBNThFAYMBoNUNrkpSDOjVquj+hsqfPi1J7bT2e2nzeXj4nlZfOXcqeH9dfboKqHXoXE+suFQ1P5FUey3nw6Pj+se+RhfQESnUfHCXSsGFKzH8ryPNQ8TCa/Xy9/e3MbtFy8Z9mfm5+F7SJHwPydYrAbWXFLcb7lKJZCeZYkSq0Euaqjq8PYTqwdi8ZRknu4jVgNUHWllzsL+ovSs/OEV0UjPtJCeOT3mewcPNEWJ1SCLt77uQJRYDeDtDlC2v3FUBOuQw3aiYDLrYh5nnV7DeRf1nzu1WsXFS/OGtY9AQOwnVgPUHGplSWbKsNrav7s+SqwGaGvxUHvM2U+wtibGPoeHi1olMDfHxmsRYjXIv0H39hGkQ4ii1E+sBjhU1kRDXf/ssIbjHUyfkd5PrAY4sLehX+RGh7ObQotxSGI1gFGn4crl+UNaF+S/8+Ge77PnD+1G0mhjSUpHFej94eV1d2Cz2UhKmkBFdxQUFBROMp2+To44DyMijkuRx4nOUCNZTiT+IuRg3lPtkAscmjSDxpCMN5HjEwSUqA8FhdHkc5wNfSow3pEOwxGPByKy6OKKYvl6p29hwxBDHWMwGOSSX23C6fFjM2l5495VqNXqKAdxpOM6FF2iUqnijiu0XV93+R/ePRxz3QvmZLK9oo3FhUknLZtZkqSY/Zso+Hw+Vv10IwBP79nIRw+cjU6nPBEViSJYKygoKCgoKCgoKJxCjGeRx1OFsY5kCRUo3PRpCauXLcLpdQ4aQ3K6cSIOdQUFBYWxZjwjHUIRJKF4jKFkZcciuuhiUbjteIL0UMZY2eTG6fGjEsDp8VPZ5GZKpjXmfvvuazjjireuIAjcfUFR3HEMlNM9mozWMRorPj7Y0u/1ObNPjmlsoqII1goKCgoKCgoKCqcvogieZjCnnTZ5n+NZ5HEwREkc9X5MVGFUpRKwGuTiUJ+3mwahDO9QRvZEy/BWUJhwjEOEiMLwiSWWjkRA7ZsJfSL5w4IgRBUePFFRtSDNjM2kDTusC9JiPzUfS/weaFx93dd3rZkWd11BEMLRI33nuq+De6wYzWM0FqyYnjLgawVFsFYAlq0qoLXZzYbXy/D75XiG+UtyuOHm4eUI2exG/t83locL/AFkZlu5/uYFY36xcem1s/F6A2zZWIEkyRcUU4pSaWvxMH1GGkcONodjGM44K5+rbpw7pv05GYiixEfvH2H9a2WsOn8K511chEYzskdTjx5q5tnHd5CRZeWaL8zDFlGkUq/XcNd9q3j+yZ00NcgF7lLSzFz35QVDLszncft47YV9tLW4yZ+cTNXRVgB0OjUXXD6DxcuGF1MyXPInJ/Gl25fwyrN7cHV6ASiYksyNt8Y+51UqgbvvX83zT+ykoU6OErElGUlJNeP1BjBbdNTXysstiXquvGEukwpiu6xuvGUh7e1OKg+5ANBqVay5rJgzVw0tg1tBQUFBYRiIIjx5NtRsgdxlcPOHoDo9KrCPV5HHgRAlcdRjMU4VYXQi3TQYDxweH3trnARFib01ThwenxI5oqAQD0mC9ff2Fmlc+ytFtJ4AxBNLRxLtMd4RJCH6iuuxxHa1Ws0b964aUXbzQOPq61h2e4Nx140XLRLL9TxWnKxjNFR0Oh0fPXA2T7yzjVsuWKLEgcRAEawVMJp0XPflBZy9dhpvvXKAJcsnUTw7Y9jtCILAslWFLDojj7dfK8Vo0nLOBdNHLJoOh6RkE7ffvZzzLy7iPy/u5fixdg6VNgHQ3OgiNc1MziQ7l1wziynTU8e8P+NN5ZFWHvvDp1RXyRnizz6+gw/eOcStd5wxrGPpcft48i9b2fpxFZIEh8ua2fbJMS67djaXXD0rvN6iM/OYtyibd988iCiKrLm0uF8hzHhsfv8ozz+5g84Ob3jZpMIkcvJsXP2FeSSnDj03faSo1SrOu2g6Z64s4M2X95OVm8jy1YUDfoktWJLLnAXZfPDOQXZ+VsORg80427rkNwWYWpTK5OkpXH7dHEzm+F82GdlWLr0+D6M2i+1bqrnoypmkpifEXV9BQUFB4QTwNMtitRiQ/+9phoT0k92r04Z2b/uox2KcSsLoRLhpMF6EMrxDNxKSBvito6Dwuae7XRarEzLk/3e3K/nXE4B4YulIYyPGM4IEYjuc+xZBjBStQzEgoxXBEcuxHG8O4sVxmPVqZufa2FvtYFFh8qi5nuONcTSO0VhGmOh0OhZmGxWxOg6KYK0QJjU9gZu/svSE29HpNVx+3ZxR6NHwKZiSTGZ2Iju31kYtb25yM29xzmkpVgPs3l4bFqtDNNZ38ulHlcMSrJsbXXy2uSpqmbc7wPr/lEUJ1gAarZoLr5gx7L5+uP5QlFgNcKyijUuvmTUuYnUk5gT5Zs1Q0WhUrLmkmJf+tTv8NAIAEhwub+a/7lo2oFgdyYw5mcyYkzncLisoKCgoDAdzmuysDjmszWknu0enFWMRi6EIoxOTUIb3RIxqUVCYcBgSZWd1yGFtSDzZPVIgfkTEaMVGjHU2c18RuLG9e1CxfbjFIQdafziO5VhzLUkSj2w4xL4aJ3Py7Ny1ZtqozNNICmAO9ViNVnFNhZGhCNYKCgoKCgoKCgqnJ4Igx4CcZhnWE4WRxmIMlFGtCKMTF5VKmLBudwWFCYUgyDEgSob1SWEgt20swXU0YiPGQ9jsKwKnJxoGFduHW3hwsPXjZVP3JdZcd3b5w23vq3Hi9gaxGE/8afzhjnE4x2qiF2483VEEawUFBQUFBQUFhdMXlUqJARmEEylyONxYjKFkVCvCqIKCwimPICgxIBGMtfs4cj8DiZGxIiKGGxsRayzjIWzGEoEHE9uHW3hwsPWHI/aG5lWSJDq7/Jj16jEpgjjcMQ7nWE30wo2nO8psn8bs3Xmcj947yoVXzGDytM9PxdEzVhZwsLSJI+XN4WUFU5NZfvbkk9iraIJBkQ/eOUR1pYMrb5xLUrJp0G12bqvh002VXHL1LCYVJkW9t2TFJMr2N3DwQFN42aTCJFadP2VY/crIsnDuRdPZuP5QuEhlgkXPlaNYpPKiK2fyzGMltDa7w8uWnpXPtBn9H9PeU3KczR8c5aIrZ1A4deKcw1ffNI9Xn9+Lx+0DQK2RM7GTxjDS5OihZt5+VS6oOXt+1pjt52Tj9bjw+qWI150nsTcKCgoKpz/jXeTwVMqoHk1ESfzcFGhUUFBQiGQ8YxXGWjiON5axFDb7CuR9Hc+xxhe5zXAc5IOJ4CfqZr5rzTTc3uCo3rgYbnHF4RyrsS7cKEkSHr+IJEnKb4MYKIL1aUhdTTvPPFbCvl11AJR8eowzzsrnui8vICllfDOCTwZ5+Xa+/7ML2PpxFRveKOfcC6dx5sqCCfMBsHfncZ59bAd1te0AfLa5kguvmMklV81Ep+//J1lT5eCZR0so3dcAwPZPq1m+upBrvzQfm90IQHaujfsfXEvJp9W8/Vopq8+fyvKzC4d9wak3aPny7Us478LpPP/UTjKyrFx27WzMCaOXH7nozDzmLMxm/WulHNhbzzVfmM+Uouhs8eM1Tp55tIT9u+sB+Rw+c2UB1928AHvS4OL+WLP2smKWry7klef24GjzcP3NC0jvKWox2rS1uHn+yZ3hQpjbtxxj9oIsblq3iKyc0y8Pz9ftptPRzvevXozNZgPAbv98FLRSUFBQOBmMt4D8ecyoFiWRBz7+bjjr+8EVD6ES+j8GrYjaCgoKpyPjGasw1o7YeGMZK2FzpPnMfbcZznwP5Dg/UTezHANyciM1hnusxqq4Zug4bS5tZ6fzoJKPHQNFsD4NeevVA2GxGkCS4NOPqsjMTuTy609OMcSTwdIV+SxdkX+yu9GPp/66jeZGV/i1zxvktef3MmNOBkUz+z+y/PpL+8JiNYAkSnz8wVFyJ9m44PLoooeLzsxj0Zl5J9zHrNxEvvHA2SfcTjx0OjWXXjubS6+dHfP9t14+EBarQT6Ht2yqJCsnMe42402CVc+Xbl8y5vv56P2j/Qph7ttZx9v2A9x217Ix3/94Y0lKx682YbPZSEpKGnwDBQUFBYUTYrwF5L4Z1RISzm7naS3StnvbKW8rIygFKW8ro93b3i9GZaiitoKCgsKpxnjGKoy1I3agsYyFsDkcsT/kqpYkiZLKVnQaFSWVraN6g2AkbuYF+Xa2V7SxuHBsjv1IRP2xEqGHQ+jYWvWCko8dB0WwVlBQUFBQUFBQUBgNRPGUK/B4MoochjKqPy8irU1voyipODxOm97Wb52hiNoKCgoK/ZCkCV/ccaxF5Fj7Gyvhb7zHEhZ8K9tYPIDYHynazsmxcLTBhQiogNHWiEc0v2M4TadqYcTQzY/NpbWcNUPJx46FMiMKCgoKCgoKCgoKJ4oowpNnQ80WyF0GN38oF3w8BThZRQ6HI9KOVVzGiRScHE77/7f8p3T4OuL2fyiitoKCwinCeInIkgTr74WqDyH/bFj7qwktWo+niDiWRR6HMpbh7D8YDFLb7mNeMIharY7T4MDtRoq2nx51IPYsF4HS453MzT85T666ugPsrHKQZjGws8oxJmLyqVoYURAE7lozjWJzO+ctn3baPmV2Ipwav6IVhsXchdkkWKIvOpJTzUyf1T9uYqyRJIlPNlbwycYKJEkafIMJSMAfZP1/yjiwp37wlYfAGSvzUWui//SmFKWSnmmJuf68xTmY+jyem5Ri4nhtO05H15D26Xb5eO2FvdQec4ys0+PM3EU5mC3RY05JNTM9RmRKMCDS0uSmoa5jSG37fEHeevUABw80jkpfx5qiWekkpUTndidY9MxZmH2SeqSgoKCgEBNPsyxWiwH5/57mwbcZB0RJxNHtmJC/w0IirVpQDyjShpzY69bfzP0ffwdREmOuFw9RlGh1efvNQajg5GUPb+KOx7cjiqM7R5Ht3/nEDhJ18cV2QRB4cMVDPLb2SX664mfKhauCwqlKSER+8hz5/2P52dvdLovVCRny/7vbx25fpxAht/HXntjO79cfHLPvP0mS6Ozy92t/OPsPBoNc8qtNPLSpg0t+tYlgMBj1fljwtRrYUdnGw2+Vx2w3JNq2urwsm5KEXi1/h+jVAjNzhldrKd64RkJkv4YjJg+nDyHX+x9vWXxK5UBLksQjGw7xt+2dPLLh0IT8nXayOTVuPSgMi8XLJjFjTib/eWEvmz88yoWXzWDt5TPQ6eLcrRsjDpU18exjJVQcbgXg3TfLuWndIqYVp41rP06E7VuO8fyTO8OZ0/MW53DjLQvJyB55gb1rvjCfFasn89yTO6ipcnDdlxcMmLW9bFUhc+Zn88pze/j0o0pyJtk4Ut7MR+8eYdvmKi6+ehYXxDm+waDIB28f4tXn9+Lq9PLqc3tZed4Urr5pLlabccRjGGuWLJ/EzLkZvPr8XrZsrOSCy4tZe1n0GP3+IBteL+PoITeiKHH/11/n3AunccX1czDHcIlJksRnH1Xx4r920drsBmDRGXlcf8sC0jJi3yyYCBTNTOfnf7ycd/5Txjv/KeWsc6aMeiFMBQUFBYVRwJwmO6tDDmvzyf+9M9zIjfEu+hcSaQfb54nEZYRE41BG9x9vWRwuSj3WBSeH275KUCkxIAoKpzqxRGSjbWz2ZUiUndUhh7Xh9CvIPhJONCJiMHd0SEx9bNNRdlY5+uUmD2f/lU1unB4/KsDp8VPZ5GZKZq/WEOkenpNnZ1+NM2a7faNK7r6giAO1HczMsaLRDF32G0ke9ECMJELlVM2kHi5KhvXgKIL1aYo5QceN6xZx/c0LUKnH30jv7fbz4HfXRy2rPNzKg99dz1+evQHjKfCHePRQM3/4xUdRy3Zvr6X2mIOH/3bVCbWdkW3lf+4/GzEoDun4hAr8+f1BNr17JLy8uzvAv5/ejShKXBGjoObmD47yr39sD78WRYmNGw7jdHSNaVHF0cCcoOcLty3mxlsWxpyjDa+X88JTuxA1UwHZab3h9XI8Lh//fffyfuuX7WvgL7/5OGpZyWfV1B1v56FHLhubQYwSOr2Gy66dzSVXzTwpf88KCgoKnydEScQVdCFJ0vAu0gRBjgGZQBnWw43cOBl50kMRaU8kLmMg0XisC06Od0FLBQWFCcB4isiCIMeATPAM6/FmuBERgUAgLO6q1eoBxdKQmLrtaCttLi9FWdZ+YuNw9l+QZsZm0uLw+LGbtBSkmaPeD8VGNLZ3k2bV84d3D8dtN1K01Wg0I4oBGYs86OGKyfH6MJYxLyeDBIOG+ZNsbCp1s2qG7ZSJMhlPlBk5zTlZ4taATzOcIo86xHvadDS7P1rHR4rzCGvc5afIMYD4cxRvDPGe5o035NNhLhQUFBQURoeQaFvWWso7H781fNFWpYKE8Y9gi8dwhN6JXPRvqE7sWAwkGo91wcmTUdBSQeGURpJQ+zvlH+6n6t/LeIvIgjB2Du5TlOG4egOBAOf+9AO8QQm9WuDVb57VI5bq2FbRSmeXH6up93sjJKamWvS0urw0dXpZUpjcT2y8dWUht64sxGLUDrh/tVrNG/eu4o1N27hk1ZJ+Gdah2IiQSH3Xmmm4vcFBxzVScXeoRR7HkliC/2g7vycCkiSx+5iDFrfI7mOO4RslPgcogrWCgoKCgoKCgoICvaKtiDjhRNuRMByhd6IX/RtpXMZgovFYF5w8WQUtFRROOSQJ1t/DtAOvg/NSWPvwqS1aKyLySWWort4DtR14g7KByRuUONbsYUG+nfV765GAxzYd5e4LisLfHZFi6gVzMlm3anKUKB1LWB0MtVpNTqIuZsHFvm5jtzc4pIKPJyzujpOnK1bByVg3HDq7/KPu/D7ZNLZ3U9XiQa+GqhYPje3dZNpNg2/4OUIRrBXGBI1GRU6ejdpqZ9Ty7LxENNrxzdIeCEmS2Lm1hukz0/sVqky0G7AlGXG2RRc2TEox0VjfQXrmyHOsR0puvh2VSogqCqTVqsjKjf2oWUaWFYNRS3eXP7xMEGBSwfAeDzpU2oQlUU9m9tAeaWuo6xhyQciREPAHcbu8aLWqqC9TQSUwqSD2xaw9yUSizUC7sztqeX7hyamYrBAbr8eF19N5sruhoKDwOSUk2pa1lk5I0XYkDFXoPREX88lAFKUhO5cV0VhB4RSg2wl7/4XO64a9/4JV3wfjqXvDUOHUYGaOFZ1awBeU0KkFZuUmUphuYXtFG0kmLTurHANmRff9/hntSI3hxpucaB8iizz2HftoEyo46fD4+cv2Tbxx76oo0TpyvyOZh4lOeqKB/FQzFY2dFKabSU80nOwuTThO/aOsMCHRaNX85DcXs+m9I7z8zB4kJK66cR6rz58yYWINyg808syjJRyraMOcoOPy6+Zw7kXT0Wjk/qWmW/jFny7nzVdKefvVA1gSDSQmGjhc1sz9d73OeRdN57Lr5oxr8bvzLy6ieHYGzz2+g3276li6YhLXfmkBqekJMdcvnp3BL/58Of9+ejcfvX+UydNSuGndIiZPSxnS/poaOnn+iZ2UfFaNWi1wzgXTuOKGuf3E/RBul5dXn9/L+28fIhgQKZxmITtzKhlZoyfuRxbCtCUZMQa0dHn8zJybwQ23LiIvP/YP26zcRH7+5yt4/aV9bHi9nNT0BG64ZSFzF2aPWt8UThxftxufx3VKRbUoKCicPoRE283bN7Ny8coJL9qONqdK0b+BCikqKCicooR++oU+d5WfggrjgEqlIteup7Klm1y7HpVKRYJBhUYtsLe2nfxUM2Z9tOFuIPf2aAurIylaGI71qGhjceHw+jCewvBgBScjGck8THRUKhWP/ffScByMSjUxdLKJhCJYK4wZKrWKs9dO44yz8gEwmiZOoZmST6t55Oebwq/dLh/PPFbC4fIm7vz2qvByvUHLVTfOZe7CLB68fwOtTW4AAgGRd/5TRsln1SdcgHG45OTZuPd/z6W12U1yqnnQ9RNtRtZ97UyuuH4OSSmDrx+ircXNd+/8D4GAHOYdDEq8++ZBtm2p5vePXxNzmx98401amt3h1xWHOrn/66/zsz9cRlqGZcj7jsebL+/nhad2hV8727ro0vixJ5n49o/OGHR7o1HLdV9awJqLi7AkGlBPkJsnCr1YktLxq02nxY8QBQWFUxOVoCJBnaB8Dk1gBiqkqKCgcIpitMHsL+ItfR3NjEuVSA2FKMaq4F6Ds4vK1m4QoLK1mwZnFxajDlGUmJNrw+nx9cRwDO26cSyE1eEWLezdcGT7Gi9heLCCk7H6dqrHgEQiSRJ/ePcwm0vdVPkOnxa53KONotYojDlGk25CidUAHo8v9nK3P+ZyvV5DMNC/CmOXJ/b648FQxOpIhiNWA/j9wbBYHUmXO/bcAXhizEcwIOLzBYe177jtxzk+w8WWZFLEagUFBQWF0xJRlGh1eU/rJ1VChRTVKqFfIUUFBYVTFEGACx7m8PK/wwWncH715whJkujs8o/5900ok/lrT2zn9+sPDrq/4fTLbNCgVasQJdCqVZgNGhIMGhYVJtPe5WdRjIKKgxESViPFx/GaK4iI9bD0xnoMh1j9HwtCBSe/u8oaFQfyeSEU3WLVC+HoFoVoFIe1goKCgoKCgoKCwmnA5yUqY7BCigrxGU72t4LCuCMIBLUWRaw+BRiVwn5DZDiZzMPtl8WgZVKKicpmN5NSTFgM2lF3GY/nXEFEJEhlG4vHKNZjtBzvAxWcPN0Jxa9sLq3lrBmnRy73aKNYDBXi0lDXgRjs77A9HfD7gjF/B1kTYz9Oqjdo0en6f4harKd+MH5jfScBf38HtE6vQR/jQ9MyQDEAS4z50+nU6PWj8+Ebq30AtWZifZT5fEGaG5XCgQoKCgoK40usqIzTlVAhRUV0HTqhGxqXPbyJOx7fHlXEW0FBQWE4xBKRx4qQsNfq8g6aqzzcfrm9QSQJ5uXZkST5NYyuy3g85yqKMfqIH67jXSE2oRsjdy9LVOJA4qBI+Ar9aGv18NK/drFlYwWZOYnceOtC5iw4PQrTNTd28vyTO9m+pZrMHCsajYqaKieJdiNX3zSXs86dEnO71PQEfvbHy3nxX7v47KNKtDo1F14xk4uvnDHOIxg9OpxdvPzsHja9e4TU9ASuu3kBi87IC79vTzLx8z9dzkv/3MUnGyvQaNVccFkxl1w9K26bP/n1xbz58gHefrUUvz/ItFmJfOXuc4cdRxKPCy6bQXaujece30FttZP0LAs5BhsJ1omTW/nZ5kpefGoXDkeXXKTy+jlxi1QqKCgoKCiMJqGojJDD+mRGZShO3omHkv2toKAwWoxncb5Yjud4Dt/h9isU/7Gjsm1E8R9DYTznCnoF8iSzblBH+om0PxTHu8LACIKASatSfifFQRGsFaIoP9DIwz9+H1/PncW6mnYe/vEHnHPBNG7+ytKT3LsTY9e2Gv74y4/w+2XXeH1tBwBnrMzn1q+egWGQD9nkVDNf+cYK1l5aTKLNMGoi7Mmg6mgrP/v+u+EM7sb6Th752SbOOCufr95zVng9e5KJ/757OWsuLSbBoh80N1tv0HLVTfNYvWYq7c5u2tqrRn2eZs/PYuacDA7sbaB4dgbn/d+xUW3/RPjtTz9k17ba8Ot33yhny8YKvvfQBWTlJp7EnikoKCgofB6YKFEZn5doklONiXRDQ0FB4dRmPIvzhfYXEkUHitgYbr/GYxzjPVdmvRqVSmBvjZP8VDNm/ejGbYy3AK/w+UU5sxSiaG12h8XqSOpq209Cb0aX5iZXWKyOJOAXBxWrIymYkjya3TopONu6YhaMjHecJxUmDav9pBQzSSlm2nZUjaR7g6JSq5g9P2tM2j4RYs2f2+Wj3dmlCNYKCgoKCuNCKCrjZKI4eScmE+WGhoKCwulBpIg8ngzm8D1Z/YpFpBN8vPoUijmZm2vD2eXH7Q1iMY5ehOZ4C/CjyWhlbyuMDxMr+FVBQUFBQUFBQUFB4ZQm5ORVqwTFyTvBULK/FRQUTnWGk2k9GJIk8bt3yvnKY9v43Tvlo5rHfLKynkPz4+zyj5kDejQzvscLJXv71ENxWCtEoVbH/sCJt/xUQq2KfX9mIo7N7w+i1Y5dpVxV3OOs3MM6EeKfY8q8DhWvx4XXoxSsVFBQUDiVUZy8CgoKCgpjxWg6fDu7/Lyztx5fQOSdvfWsWzUZq2l0brKerKxnQRC4a800Gtu7SU80DGl+Pg/OYyV7+9RDEawVoli6Ih9RlHjxn7toa/GgVgs9hePmnuyunTBnXzANtUbFy8/spt3ZjVarYs1lxVx6zeyT3bUwjfUdPPfETsr3N3L5dbM576LpaMZAuJ6zIJu77lvF80/upKmhE0ElsPLcyVz9hXmjvq/PE9/64bm8+K/dfLqpAkmCzBwrN96yiGkz0k52104Z1i3NIDl5Jna7/WR3RUFBQUHhBJgI0SQKCgoKCqcnoxn7IcuzEqMt056srGdJknhkw6GYGd/x1o+XCX46oWRvn3ooR0ghCkEQWLaqkEVn5LHx3cPMnp9FZvbpkb2rUgmsXjOVpWfls+ndwyxcmkdqesLJ7laYN/69n1ee3UMgIOdsP/v4Dj545xBf/84qciaNvni36Mw85i3KZtN7R5hanEZeviIQnihJKWb+3/8sZ80lRVQdbWXleVMUd/UwsVqtJCUNLzNdQUFBQUFBQUFBQUFhuFiMWtbOyfz/7d15eFT12f/xz0xWsrKUHSRqQhAQSAICAlbZpICAiqC0gAqlBQMp5REqCn3UWkD0EVG2gAt4sRStLKIiVVSCorK4sUUBgYRAhCBZISSZ8/uD30yJCZBk9pn367q4TM6cM3Of2zPzzdzznfurnT+dVafr61apCF7V2cju6vVc3ZnE7px5bLFYlFNUKovFIvMVvq3sKN7ce9tfUbBGpYJDAtV34E3uDsMpatUKUr9Brd0dRgXf7j5hK1ZbZZ/MV+bxc04pWEtSYFCAev0u3in37c+uj63nE4tzAgAAAIA9rlXgNQxDRSUWGYbh8iKiyWRSSr9WVS5iVnc2sjsWgKzuTGJ3zTy2WCx6KPULHcnO18p9X+i1cV1cUrSmDYj3oGANAAAAAAAAh7pWgdd6e9r+XO05l+6WdhSXCuolCg8JuOZje0Mf5Or2sHbXzOPs3As6erpQwQHS0dOFys69oMZ1wlzy2PAOfFcdAAAAAAAADlVZgffXt+86kqPwIGnXkZwKtzubdZbv/S9/podSv5DFYrnq/tbZyDkFxR7bB9naw3ramm/00pYfZBjGNY+xzjx25YcFDaNDFVM/XBfLpJj64WoYHeqyx4Z38LxnF+Cn/jC2k1a9uksH92ZLkoKDA9RvcGsldGrm5sgAAAAAAKiea7WbCA8JkNls0pHTZbqhoUnhIQEujc86y7dWkLlKs3y9oQ+y9UOA2mHBtg8BPG0WuCSZzWa9Nq6LPvxsp3p36+T0diDwPhSsAQ/R4oa6euwffbX7i+P6/uss3TX0ZtWrH+7usAAAAAAAqLZrFXgLi8tkGNINdQNlGJd+j6zlusKldZbv0dOFVZ7l6+l9kK0fAnyXcU4x9cNd/iFAdZjNZtULC3RbsbqqC2g68/Hd1b/dG1CwBjxMUpfrlNTlOneHAQAAAACAXa5W4LXOwE7bn6keca5vsWGd5Wvt92xP4bSmxc9rFS2re7/WDwHaN6+tc+dLXP4hgLeo7gKaznp8d/Zv93QUrAEAAAAAAOBS1hnYibXz1b2zewp2ZrPZ7sX+alr8vFbRsib3e602LLjE3QtoFlwo1c7DZxQaYGjn4TMquHCjR8/cdweuXAAAAAAAALicyWRSWJDZq2eX1rT4aT0uKsRU6XE1uV9v6LPtCdxd2A8LNiun4KJ+KbKoTthFhQUzC/7XKFgDAAAAAAAANVDT4me5liitKx5X0/v19D7bnsDdhf2f84pVdLFMtQKlootl+jmv2O6Z/r6GgjUAwGNER0e7OwTAYcrKyvTcc89p3bp1Ki4uVvfu3fXkk0+qbt26Ffb99NNP9corryg9PV0Wi0VxcXH661//qo4dO7ohcgAAAFRVTYuf12qJ4u6iqq9zZ2G/QVSIwoID/v8M6wA1iApx+mN623sTj51zfvLkSU2aNElJSUlKTExUcnKysrKyrnnc999/rxkzZqhfv35q3769br/9dk2ZMkUZGRkuiBoAYA/+CIMvSU1N1datW/Xmm29q27ZtkqSpU6dWum9ubq5Gjhyp//znP9qxY4cGDhyoP/7xjzp58qQrQwYAAEANWIuf1X0/c62WKDW9X3i2oosW1YsIVmxds+pFBKvoosXpj+lt7008smB9/vx5jR49WkeOHNGcOXP07LPP6tixYxo1apSKioqueux7772nH3/8USNHjtTSpUs1ZcoU7d+/X0OHDuVNHwAAcJm1a9dq7Nixat68uSIjI/Xoo48qLS1NmZmZFfYdNGiQ+vTpo6ioKAUGBmrEiBEKCQnR3r173RA5AACAf7BYLDr5S5EsFucXDF3FMAzlny+RYRjuDgVXEBEaqIQWtXWu2KKEFrVd0kPb296beGRLkLVr1yojI0ObN29WixYtJEnx8fG688479a9//UsPPfTQFY/94x//WGE6e2Jionr16qW1a9cqJSXFqbEDAADk5+crKytLbdu2tW277rrrFBERofT0dDVr1uy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"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "data = d_fret\n", "spdata = spdata_fret\n", "mpdata = mpdata_fret\n", "# Non data settings\n", "state_names = state_names_fret\n", "fname = filename.split('.hdf5')[0]\n", "plot_sel = 'DCBS'\n", "fplot_sel = 'DCBS'\n", "burst_marker_size = 5\n", "barwidth = 0.02\n", "plot_t = plot_title\n", "# End of function-like inputs\n", "#########################################################################\n", "\n", "\n", "# set up the figures subplots\n", "fig1 = plt.figure(figsize=(25,15))\n", "gs1 = gridspec.GridSpec(nrows=12,ncols=20,figure=fig1)\n", "plt.subplots_adjust(hspace=0, wspace=0)\n", "ax1 = []\n", "ax1.append(fig1.add_subplot(gs1[0:5,0:5])) # BVA plot ax1[0]\n", "ax1.append(fig1.add_subplot(gs1[5:7,0:5],sharex=ax1[0])) # 1D FRET histogram ax1[1]\n", "ax1.append(fig1.add_subplot(gs1[7:12,0:5],sharex=ax1[0])) # ES hexbin plot ax1[2]\n", "ax1.append(fig1.add_subplot(gs1[7:12:,5:7],sharey=ax1[2])) # S histogram ax1[3]\n", "ax1.append(fig1.add_subplot(gs1[0:2,7:12])) # 1pH2MM ICL ax1[4]\n", "ax1.append(fig1.add_subplot(gs1[3:5,7:12],sharex=ax1[4])) # 2pH2MM ICL ax1[5]\n", "ax1.append(fig1.add_subplot(gs1[0:2,14:19])) # 1pH2MM BIC' ax1[6]\n", "ax1.append(fig1.add_subplot(gs1[3:5,14:19],sharex=ax1[6])) # 2pH2MM BIC' ax1[7]\n", "ax1.append(fig1.add_subplot(gs1[7:12,8:13])) # Burst based E-S viterbi calssification ax1[8]\n", "ax1.append(fig1.add_subplot(gs1[7:12,14:19],sharey=ax1[8])) # Dwell based E-S viterbi classification ax1[9]\n", "\n", "# plotting the BVA plot\n", "E_fret, std_fret = BVA(data, n)\n", "E_fret_bin, std_fret_bin = bin_bva(E_fret, std_fret, R, B_Thr)\n", "E_fret, std_fret = np.concatenate(E_fret), np.concatenate(std_fret)\n", "im = sns.kdeplot(x=E_fret, y=std_fret,shade=True, cmap='Spectral_r', n_levels=plot_levels, \n", " thresh=0.05, gridsize=100, ax=ax1[0])\n", "ax1[0].scatter(E_fret_bin, std_fret_bin, marker='^',s=140,color='white',edgecolors='k',alpha=1)\n", "ax1[0].set_ylim([0,0.4])\n", "x_T=np.arange(0,1.01,0.01)\n", "y_T=np.sqrt((x_T*(1-x_T))/n)\n", "ax1[0].plot(x_T,y_T, lw=3, color='k', ls='--')\n", "ax1[0].set_ylabel('$\\mathbf{\\sigma_{E}^{*}}$',fontsize=18)\n", "\n", "# plotting the E and S histograms that surround the ES hexbin plot\n", "frb.dplot(data, frb.hist_fret, ax=ax1[1], pdf=False, weights=None, verbose=True)\n", "frb.dplot(data, frb.hist_burst_data, data_name='S', ax=ax1[3], vertical=True)\n", "frb.dplot(data, frb.hexbin_alex, ax=ax1[2])\n", "bhm.scatter_ES(mpdata.models, color='r',marker='o', s=100, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='loglik')\n", "bhm.axline_E(spdata.models, ax=ax1[1])\n", "bhm.axline_E(spdata.models, ax=ax1[2])\n", "\n", "# set limits and labels on first column \n", "ax1[0].set_yticks(np.arange(0.1,0.5,0.1))\n", "ax1[1].set_ylabel('# Bursts',fontsize=18,fontweight='bold')\n", "ax1[2].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18,)\n", "ax1[2].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[2].set_yticks([0,0.2,0.4,0.6,0.8])\n", "ax1[0].set_xlim([0,1])\n", "ax1[0].set_title(plot_title,fontsize=18,fontweight='bold')\n", "ax1[0].tick_params(labelsize=16)\n", "ax1[1].tick_params(labelsize=16)\n", "ax1[2].tick_params(labelsize=16)\n", "ax1[3].tick_params(labelsize=16)\n", "ax1[2].set_ylim([0,1])\n", "ax1[0].text(-0.15,1.05,'a',fontsize=18,fontweight='bold',transform=ax1[0].transAxes)\n", "ax1[1].set_title(' ')\n", "ax1[2].set_title(' ')\n", "ax1[2].text(-0.15,1.0,'b',fontsize=18,fontweight='bold',transform=ax1[2].transAxes)\n", "ax1[3].set_title(' ')\n", "ax1[3].set_ylabel(' ')\n", "ax1[3].set_xlabel('# bursts',fontsize=18,fontweight='bold')\n", "plt.setp(ax1[3].get_yticklabels(), visible=False)\n", "\n", "# ICL plots\n", "bhm.ICL_plot(spdata.models, highlight_ideal=True, ax=ax1[4])\n", "bhm.ICL_plot(mpdata.models, highlight_ideal=True, ax=ax1[5])\n", "ax1[4].grid(axis='x')\n", "ax1[4].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[4].tick_params(labelsize=16)\n", "ax1[4].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[4].annotate('1 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[4].set_title(\"ICL sp vs mp H$^2$MM\",fontsize=18,fontweight='bold')\n", "ax1[4].text(-0.15,1.1,'c',fontsize=18,fontweight='bold',transform=ax1[4].transAxes)\n", "ax1[4].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "ax1[5].grid(axis='x')\n", "ax1[5].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[5].tick_params(labelsize=16)\n", "ax1[5].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[5].annotate('2 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[5].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "ax1[5].set_xlabel(\"Number of States\",fontsize=18,fontweight='bold')\n", "\n", "# plot BIC'\n", "bhm.BICp_plot(spdata.models, ax=ax1[6], highlight_ideal=True)\n", "bhm.BICp_plot(mpdata.models, ax=ax1[7], highlight_ideal=True)\n", "ax1[6].axhline(bicp_min,c=clr[0],ls='-',lw=1)\n", "ax1[7].axhline(bicp_min,c=clr[0],ls='-',lw=1)\n", "ax1[6].grid(axis='x')\n", "ax1[6].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[6].tick_params(labelsize=16)\n", "ax1[6].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[6].annotate('1 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "ax1[6].set_title(\"BIC' sp vs mp H$^2$MM\",fontsize=18,fontweight='bold')\n", "ax1[6].text(-0.05,1.05,'d',fontsize=18,fontweight='bold',transform=ax1[6].transAxes)\n", "ax1[6].set_ylabel(\"BIC'\",fontsize=18,fontweight='bold')\n", "ax1[7].grid(axis='x')\n", "ax1[7].set_xticks(np.arange(1, max([spdata.models.max_opt, mpdata.models.max_opt])+1))\n", "ax1[7].tick_params(labelsize=16)\n", "ax1[7].ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n", "ax1[7].annotate('2 parameter models',(0.4,0.85),xycoords='axes fraction',fontsize=18)\n", "# ax1[7].set_ylabel(\"ICL\",fontsize=18,fontweight='bold')\n", "# ax1[7].set_xlabel(\"Number of States\",fontsize=18,fontweight='bold')\n", "\n", "\n", "\n", "# set up names for burst and dwell-based plots\n", "burst_kwargs, order = burst_color_comb(state_names, clr)\n", "\n", "state_kwargs = [burst_kwargs[(2**i)-1] for i in range(len(state_names))]\n", "\n", "collections = bhm.burst_ES_scatter(mpdata, ax=ax1[8], s=burst_marker_size, type_kwargs=burst_kwargs)\n", "bhm.scatter_ES(mpdata, ax=ax1[8], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='bootstrap_std')\n", "# sort labels by number of states\n", "labels = [collections[i].get_label() for i in order]\n", "collections_order = [collections[i] for i in order]\n", "# isolate unique labels\n", "unique = [i for i, label in enumerate(labels) if label not in labels[:i]]\n", "# trim labels down\n", "labels = [labels[i] for i in unique]\n", "handles = [collections_order[i] for i in unique]\n", "\n", "legend = ax1[8].legend(handles, labels, bbox_to_anchor=(1.0,1.0))\n", "for leg in legend.legendHandles:\n", " leg.set_sizes([30.0])\n", "\n", "ax1[8].set_title('Burst Based E-S',fontsize=18,fontweight='bold')\n", "ax1[8].text(-0.15,1.05,'e',fontsize=18, fontweight='bold',transform=ax1[8].transAxes)\n", "# ax1[8].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[8].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "# ax1[8].legend(bbox_to_anchor=(1.0, 1.0))\n", "\n", "bhm.dwell_ES_scatter(mpdata.models, ax=ax1[9], s=burst_marker_size, state_kwargs=state_kwargs)\n", "bhm.scatter_ES(mpdata.models, ax=ax1[9], color='r',marker='o', s=200, edgecolors='white', \n", " linewidths=2, alpha=0.8, errorbar='viterbi_std')\n", "bhm.trans_arrow_ES(mpdata.models, ax=ax1[9], arrowprops=dict(linewidth=3))\n", "ax1[9].set_title('Dwell Based E-S',fontsize=18,fontweight='bold')\n", "ax1[9].text(-0.15,1.05,'f',fontsize=18, fontweight='bold',transform=ax1[8].transAxes)\n", "# ax1[9].set_xlabel('$\\mathbf{E_{raw}}$',fontsize=18)\n", "# ax1[9].set_ylabel('$\\mathbf{S_{raw}}$',fontsize=18)\n", "ax1[9].yaxis.set_ticks_position(\"right\")\n", "ax1[9].yaxis.set_label_position(\"right\")\n", "# fig1.savefig('figures/'+fname+fplot_sel+'_summary_type2.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**mpH\\ :sup:`2`\\ MM results for DNA hairpin at 300 mM NaCl, DCBS burst selection.** \n", "a) Burst variance analysis (BVA), the standard deviation of :math:`E_{raw}`\\ values of bursts is displayed versus their :math:`E_{raw}`\\ values. \n", "Bursts with standard deviations higher than expected solely from shot noise (semicircle), are ones that include dynamic heterogeneity, such as within-burst FRET dynamics. Triangles indicate the average of standard deviation values per :math:`E_{raw}`\\ bin. \n", "b) 2D histogram of :math:`E_{raw}`\\ and :math:`S_{raw}`\\ (E-S plots, colloquially) of bursts. \n", "The :math:`E_{raw}`\\ and :math:`S_{raw}`\\ values of sub-populations derived from mpH\\ :sup:`2`\\ MM are marked by red circles, and the standard deviation (SD) of these values, derived from the *Viterbi* dwell time analysis, are marked by black crosses. \n", "Vertical blue bars indicated :math:`E_{raw}`\\ derived from spH\\ :sup:`2`\\ MM. \n", "c) Comparison of values of the integrated complete likelihood (\\ :math:`ICL`\\ ) of spH\\ :sup:`2`\\ MM (top panel) and mpH\\ :sup:`2`\\ MM (bottom panel) of optimized models with different numbers of states. \n", "The ideal state-model is marked in red. \n", "d) Comparison of values of the modified Bayesian Information Criterion (\\ :math:`BIC'`\\ ) for spH\\ :sup:`2`\\ MM (top pannel) and mpH\\ :sup:`2`\\ MM of optimized models with different numbers of states. \n", "e,f) E-S scatter plots of data processed by the *Viterbi* algorithm. mpH\\ :sup:`2`\\ MM sub-populations and *Viterbi* -derived standard deviations (SD) are overlayed as red circles and black crosses, respectively. \n", "e,f) E-S scatter plot of bursts (e) or dwells within bursts (f), color coded by which states are present in the bursts (e) or according to the state of the dwell (f), according to *Viterbi* algorithm."]}, {"cell_type": "code", "execution_count": 67, "metadata": {"scrolled": false}, "outputs": [{"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "mpdata = mpdata_fret\n", "state_str = state_names_fret\n", "fname = filename.split('.hdf5')[0]\n", "fplot_name = 'DCBS'\n", "# End of function-like inputs\n", "#########################################################################\n", "\n", "# build figure axes\n", "nstate = mpdata.models.ideal + 1\n", "ngraphs = (nstate)*(nstate - 1) // 2\n", "nrows = ngraphs // 2 + (ngraphs % 2)\n", "fig3 = plt.figure(figsize=(21,nrows*7))\n", "gs3 = gridspec.GridSpec(nrows=3*nrows,ncols=4,figure=fig3)\n", "ax3 = [[] for i in range(ngraphs)]\n", "k = 0\n", "stats_frame = mpdata.models[mpdata.models.ideal].stats_frame()\n", "for i in range(nstate):\n", " for j in range(i+1,nstate):\n", " macro_row, macro_col = 3*(k//2), 2*(k%2)\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row,macro_col]))\n", " bhm.dwell_trans_dur_hist(mpdata.models, from_state=i, to_state=j, ax=ax3[k][0], color=clr[i], \n", " include_beg=False)\n", " ax3[k][0].axvline(1000/mpdata.models.trans[i,j],color='r')\n", " ax3[k][0].axvline(stats_frame[f'to_state_{j}_dwell_dur'][i], color='b')\n", " ax3[k][0].annotate('Full residence',(0.7,0.85),xycoords='axes fraction')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+1,macro_col],sharex=ax3[k][0]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][1], states=i, \n", " dwell_pos=lambda model: bhm.begin_dwell(model)*bhm.dwell_trans(model, j),\n", " color=clr[i])\n", " ax3[k][1].axvline(1000/mpdata.models.trans[i,j],color='r')\n", " ax3[k][1].axvline(stats_frame[f'to_state_{j}_dwell_dur'][i], color='b')\n", " ax3[k][1].annotate('Initial Dwell',(0.7,0.85),xycoords='axes fraction')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+2,macro_col],sharex=ax3[k][1]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][2], states=i, \n", " dwell_pos=lambda model: bhm.end_dwell(model)*bhm.dwell_trans_from(model, j),\n", " color=clr[i])\n", " ax3[k][2].annotate('Ending Dwell',(0.7,0.85),xycoords='axes fraction')\n", " ax3[k][2].axvline(1000/mpdata.models.trans[i,j],color='r')\n", " ax3[k][2].axvline(stats_frame[f'to_state_{j}_dwell_dur'][i], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row,macro_col+1],sharey=ax3[k][0]))\n", " bhm.dwell_trans_dur_hist(mpdata.models, from_state=j, to_state=i, ax=ax3[k][3], color=clr[j], \n", " include_beg=False)\n", " ax3[k][3].axvline(1000/mpdata.models.trans[j,i],color='r')\n", " ax3[k][3].axvline(stats_frame[f'to_state_{i}_dwell_dur'][j], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+1,macro_col+1],sharey=ax3[k][1],sharex=ax3[k][3]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][4], states=j, \n", " dwell_pos=lambda model: bhm.begin_dwell(model)*bhm.dwell_trans(model, i),\n", " color=clr[j])\n", " ax3[k][4].axvline(1000/mpdata.models.trans[j,i],color='r')\n", " ax3[k][4].axvline(stats_frame[f'to_state_{i}_dwell_dur'][j], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row+2,macro_col+1],sharey=ax3[k][2],sharex=ax3[k][4]))\n", " bhm.dwell_dur_hist(mpdata.models, ax=ax3[k][5], states=j, \n", " dwell_pos=lambda model: bhm.end_dwell(model)*bhm.dwell_trans_from(model, i),\n", " color=clr[j])\n", " ax3[k][5].axvline(1000/mpdata.models.trans[j,i],color='r')\n", " ax3[k][5].axvline(stats_frame[f'to_state_{i}_dwell_dur'][j], color='b')\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row:macro_row+3,macro_col]))\n", " ax3[k][6].axis('off')\n", " ax3[k][6].set_title(state_str[i] + '->' + state_str[j])\n", " ax3[k].append(fig3.add_subplot(gs3[macro_row:macro_row+3,macro_col+1]))\n", " ax3[k][7].axis('off')\n", " ax3[k][7].set_title(state_str[j] + '->' + state_str[i])\n", " k += 1\n", "# fig3.savefig('figures/'+fname + fplot_name + '_dwellhist.pdf',format='pdf',bbox_inches='tight')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**Analysis of the :math:`t_{dwell}`\\ distributions of *Viterbi* based on each state, for the DCBS selection of the DNA hairpin at 300 mM NaCl.** \n", "*Top row:* dwells which begin and end within a burst. \n", "*Middle row:* dwells which begin at the beginning of a burst. \n", "*Bottom row:* dwells which end at the end of a burst. \n", "*Right column:* dwells in the closed state, transitioning to the open state. \n", "*Left column:* dwells in the open state, transitioning to the closed state."]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": [".. _fret_lifetime:\n", "\n", "\n", "Assement of Quantum Yield through the Lifetime data\n", "***************************************************\n", "\n", "\n", "\n", "Since we alread set the decays, we can proceed direclty to plotting:"]}, {"cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [{"data": {"image/png": 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"]}, "metadata": {}, "output_type": "display_data"}], "source": ["mpdata = mpdata_fret\n", "state_names = state_names_fret\n", "\n", "# build figure axes\n", "fig_nt = plt.figure(figsize=(20,5*((mpdata.models.ideal + 1) // 2) ))\n", "gs_nt = gridspec.GridSpec(ncols=2,nrows=((mpdata.models.ideal + 1) // 2))\n", "ax_nt = [fig_nt.add_subplot(gs_nt[i//2, i%2]) for i in range(mpdata.models.ideal+1)]\n", "\n", "mpdata.irf_thresh = raw_thresholds\n", "\n", "for i, state in enumerate(state_names):\n", " bhm.state_nanotime_hist(mpdata.models, ax=ax_nt[i], states=i, \n", " streams=mpdata.ph_streams, stream_kwargs=st_kw(state, mpdata), \n", " raw_bin=False)\n", " ax_nt[i].legend()\n", " bhm.axline_irf_thresh(mpdata, ax=ax_nt[i], \n", " stream_kwargs=[{'color':stream_color[sel]} for sel in mpdata.ph_streams], \n", " raw_bin=False)\n", " "]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Since the IRF is excluded, the mean arrival time can be calculated, which allows us to calculate the lifetime "]}, {"cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [{"data": {"text/plain": ["array([[2.60058641, 4.42708834, 4.33583371],\n", " [3.58457644, 4.58374682, 4.08592156]])"]}, "execution_count": 69, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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\n", "text/plain": ["
"]}, "metadata": {}, "output_type": "display_data"}], "source": ["#########################################################################\n", "# Function like inputs, so cell can be coppied and only lines at the top\n", "# need to be changed\n", "mpdata = mpdata_fret\n", "state_names = state_names_fret\n", "state_names = state_names_fret\n", "# End of function-like inputs\n", "#########################################################################\n", "\n", "# build figure axes\n", "fig_nt = plt.figure(figsize=(15,5*len(mpdata.ph_streams)))\n", "gs_nt = gridspec.GridSpec(ncols=1,nrows=len(mpdata.ph_streams))\n", "ax_nt = [fig_nt.add_subplot(gs_nt[j,0]) for j in range(len(mpdata.ph_streams))]\n", "\n", "for i, stream in enumerate(mpdata.ph_streams):\n", " bhm.state_nanotime_hist(mpdata.models, streams=stream, ax=ax_nt[i], \n", " state_kwargs=[{'label':f'{state} {stream_label[stream]}'} for state in state_names],\n", " alpha=0.5)\n", " ax_nt[i].legend()\n", "\n", "# fig_nt.savefig('figures/'+fname+'DA_decays.pdf',format='pdf',bbox_inches='tight')\n", "mpdata.models.state_nano_mean"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["*Write your caption in this cell, below is sample caption.*\n", "*Frames should stay the same, so you can use it as a template* \n", "\n", "**Comparison of fluorescent lifetime decays of states derived from *Viterbi* analysis, based on FRET burst selection.** \n", "*Top panel:* Donor decays, (\\ :math:`D_{ex}D_{em}`\\ ). \n", "*Middle panel:* Acceptor FRET decays (\\ :math:`D_{ex}A_{em}`\\ ), \n", "*Bottom panel:* (\\ :math:`A_{ex}A_{em}`\\ )."]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Saving Results\n", "**************\n", "\n", "\n", "\n", "While before we had to manually write a function to save to csv, :class:`H2MM_result ` objects have the :meth:`H2MM_result.stats_frame() ` method, which generates a pandas dataframe, which can be saved as a with built in methods."]}, {"cell_type": "code", "execution_count": 70, "metadata": {"scrolled": false}, "outputs": [], "source": ["for state, result in enumerate(mpdata_da.models):\n", " result.stats_frame().to_csv(f'{filename.split(\".hdf5\")[0]}_da_state{state}.csv')\n", "for state, result in enumerate(mpdata_fret.models):\n", " result.stats_frame().to_csv(f'{filename.split(\".hdf5\")[0]}_fret_state{state}.csv')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["Let's see how long this notebook has been running: "]}, {"cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Plotting took: 0h 0m 39.1891s to run\n", "The whole analysis up to this point has taken: 0h 24m 5.2737s to run\n"]}], "source": ["plot_time = time.perf_counter()\n", "printtime(h2mm_time,plot_time,'Plotting took: ')\n", "printtime(begin,plot_time,'The whole analysis up to this point has taken: ')"]}, {"cell_type": "raw", "metadata": {"raw_mimetype": "text/restructuredtext"}, "source": ["All done! ", "\n", "\n", "Download this documentation as a jupyter notebook here: :download:`burstH2MM_HP3_TE300_PIE_paper.ipynb `"]}], "metadata": {"kernelspec": {"display_name": "Python 3 (ipykernel)", "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": "3.9.12"}}, "nbformat": 4, "nbformat_minor": 4}