{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2018-11-24T01:36:31.479740Z", "start_time": "2018-11-24T01:36:29.572244Z" }, "attributes": { "classes": [], "id": "", "n": "1" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "numpy 1.15.4\n", "qutip 4.3.1\n", "matplotlib 3.0.2\n", "matplotlib.pylab 1.15.4\n", "weylchamber 0.1.0\n", "CPython 3.6.7\n", "IPython 7.1.1\n" ] } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "%load_ext watermark\n", "import numpy as np\n", "import qutip\n", "import matplotlib\n", "import matplotlib.pylab as plt\n", "import weylchamber\n", "from weylchamber.visualize import WeylChamber\n", "%watermark -v --iversions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$\\newcommand{Re}[0]{\\operatorname{Re}}\n", "\\newcommand{Im}[0]{\\operatorname{Im}}\n", "\\newcommand{dd}[0]{\\,\\text{d}}\n", "\\newcommand{abs}[0]{\\operatorname{abs}}$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Every two-qubit gate is associated with a point in the \"Weyl-chamber\" that may be visualized in three dimensions as the following polyhedron:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2018-11-24T01:36:31.481198Z", "start_time": "2018-11-24T01:36:29.571Z" }, "attributes": { "classes": [], "id": "", "n": "3" } }, "outputs": [ { "data": { "image/png": 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fjoj1h7BUSZKkrlQjBT8OfJwyUvBrwK5jGinYyYLjBmtaUwbsHyBJfTAQ6N0TavdvAI7vcO21wAeBxwKbZOZdM3PXzNwR2IzSJOektsfsDhw2tNVKkiR1UI0UPBl4EWWk4JuAJ45jpGAnVf+ATg0FYa5CwEBAkvpgINC7x9fufysz/7rANZdQ5vRukZmvyMxvZOYN9Qsyc2VmHk/5Q/fRtscfEBEPRZIkaYQi4tHA2cDOlJGCj8zMt09I+f29gc0pzZhPW+QaAwFJGoCBQA8iYgvKH8yW9u0CAG8Gts/MQzPzpqWeMzNXAgdSRvnUvbjvhUqSJHVQjRT8D+DrwCbAGcDOmfntRhc2X+vLkZM7TGQyEJCkARgI9OZxQFT3V1L+iM6TmV9fpGpgUVUocHDb6Uf2tUJJkqQOqpGCX6d8iRHAh4EHZ+avG13YbXUaN9hiICBJA3DsYG/q/QNOzcyrh/jc7b0ENouI9TLzxiG+RlciYgVwO+DWDom8JEmaMhGxC2Wk4DaUkYIvzcxPNbuq24qINYD9qsPFGgqCgYAkDWQqKwQi4skRkSP4eXOH11wP2L92aqHtAoNYqHHPRkN+jSVFxMWUP6o3AC8f9+tLkqTRiIgXU5oHbgP8EthzEsOAyg6UBsx/pmxnWIyBgCQNYCoDAWDvET3vKR1+9zBg3drxV4b82lsucG6YFQjdWlm7v14Dry9JkoYoIm4XEYcCH6OMFPwqZaTgj5tdWUet7QInZeYtHa4zEJCkAUxrILDXCJ5zFfDDDr+vTxe4KDPPH/LrP7jt+NJeexEMSb0R4u0aeH1JkjQkEXE34AfACynvdf4NeFJmXtvowpa21LjBFgMBSRrAtPYQeCMl4d4MOLJ2/izgX5Z47GeAO1X3bwSeWN2/OTOvX+gB1Rzcx9VODbs6AMof6rpvjOA1ulHvWWAgIEnSlIqIxwBHUKYI/AF4ZmZ+p9lVLS0i1gT2rQ479Q8AAwFJGshUBgKZeRJAROzf9qsfdPpDFxEbAHesnfppl38Yd6PMwW0Zav+A6g/2Q9pOHzbM1+hBvULALQOSJE2ZqjnwQcC/U6YInA48JTMva3Rh3dsJ2BC4DjhniWsNBCRpAFMZCNQ8sO34R11cH7Xjpa5vqW8XuIZSejcU1eifj7SdPjYzTx/Wa/TICgFJkqZURGxGqQp4VHXqQ8A/ZebNza2qZ63+AcdXo5k7MRCQpAHMWiCwU4/Xt9QDgeMycyh/dKqROkcAW9VOXwe8ahjPv8Rrv5nSJPHs6udXmZlYISBJ0lSKiF2BoyhTBG6ijBT8dLOr6kurf8BS2wVg7r3sUsGBJGkByykQuAU4d4nrew4EImJrYMfaqWFuF3gn8Oi2cy8dU0nfi2kLIiLiHODOtXNWCEiSNAWqkYIfANamjBQ8YMKnCCwoItZmrtHyUg0FwQoBSRrI1AYCEbEOcO/aqXO76MpfDxBWAT/p4qXq1QG3At/sboWdRcSrgNe0nT44Mz8/jOdf4rXvxPwwAGAjYL+2c4+JiFOYqyI4NjP/OOr1SZKk7kTE7YD3M9ec+CvA86dgisBidqdUKP4B+HkX1xsISNIApjYQAO7P/PV3/La/SpzvVzv1i8y8cbHra+qBwInD+AMbEc8CDmk7fRhLT0gYltsDxwA7A9t2uG4NyojH1pjHEwADAUmSJkBE3J2yRWAnyhcdbwLekZmrGl3YYFZvF+jy37GiujUQkKQ+THMgsGPb8VLl//cD1urheiJifeZ/az7wdoGIeBxwOPObGx4DvLjawz9ymXkxcEC1nk0plRM7Vz+PBDZd4GHXAb8ax/okSVJn1YSizwAbM0UjBbvQaijYzXYBsEJAkgYyzYHAOBoKPhJYp3b8lS4es6iIeCjwReb/3/3blD/ijTTDqbYAfK/6ISIOAt5S/fpK4DhKUHDFuAILSZK0sNpIwYOqUz8EnjpFIwUXVW1/aFUldtNQEAwEJGkgBgKd1bcLnJuZfX9DHhF7UAKFdWunTwGe3EXvg3GqTxm4OTNfAKsnIkiSpIZUIwU/Q/nCAuCDwGumbKRgJ3tRvoi5HLiwy8cYCEjSAKYyEIiIAB5QO3VpF3v7ewoQqg/Aj6md6nu7QEQ8gPJN+/q10+cAj8nMP/f7vCNS76uweuzglO9HlCRpqlUjBY8Gtma6Rwp2Uu8f0G1VooGAJA1gWr/1vRulK37LUh/ug/k9B67IzN8v8Rp7AnesHfe1XSAitqdsC9ikdvo84JGZeV0/zzli9QoBxw5KktSgKF4CnEwJAy4C9lyGYQD03j8ADAQkaSDTGgj0ul3gHsAGPVwP8ITa/auA07p4zDwRsQ3wHeBOtdMXAw/PzKt6fb4xqVcI3K4KUyRJ0phVe+oPBT4KrA18GdgtM7sZmzxVqkbOu1eH3fYPAAMBSRrItAYCvU4YGLR/wDd6LZmPiLsA3wW2qp3+LbB/Zv62l+cas3qFQDC/qaIkSRqDaqTgKcDfUUYKvhH422GMP55Q+1A+3F9STUPqloGAJA1gKnsI0HuFwP3bjn/c6eLqj/B9a6d62i5QjfL7NrBd7fRVlMqAXv7INeGmtuPbAX9pYiGSJM2iiHgscARlpOBVlGlE3212VSPXz3YBMBCQpIFMa4VAPRC4NjMvWeL6e7cdL3V9vTrgZuD/ulsWRMQGwDeB+9VOXws8IjPP6/Z5GnRj2/F6C14lSZKGKiJWRMR/Al+jhAE/BHaegTAAag0Fe3ycgYAkDWDqKgQiYhNKU52Wjt/2VzZvO95gwavm1PsHfD8z/9TN2ipfAXZrO/du4A4R8bAengfgrMy8psfHDGqhCgFJkjRCEXEHykjBR1SnPkAZKThJo4lHonpvt3N1aCAgSWM0dYEAvW8XAFir7fj9EfEhyh+Pz2fmla1fRMRGwINr1/Y6bnC/Bc79Z4/P0fJQ4Pg+H9uv9goBAwFJkkYoInYDjmJupOBLMvMzza5qrB5CqVq9sI8+SwYCkjSAadwy0E8gcGnb8T0p39q/G2j/9v9RzA8Qeg0Epl17hYBbBiRJGoFqpODfAz9gbqTgHjMWBsDcdoFe+wfAXCCwckhrkaSZMo2BQK8TBgAOAf68wPmfZ2b7N+L1/gE/yszLelncMuCWAUmSRqwaKfhJ4CPMjRTcNTN/2ujCmtFqKNjrdgGwQkCSBjJ1WwYy8wXAC3p8zGkRcU/gMZR+AjcCF1MS+dUiYk3g0bVTPVcHZGb0+pgJY1NBSZJGqJpmdDSl6nEV8K/AO3sdcbwcRMQdgR2qw+P7eAoDAUkawNQFAv3KzN8Bhy5x2YOATWvHs7ZdAKwQkCRpZCLiccCnmRsp+IzM7KdUfrnYr7r9ab2nUw9WVLcGApLUh2ncMjBK9e0CvwPObGohTcnMW4FbaqcMBCRJGlA1UvCtlC8bNgZOo4wUnOUwAPofN9hihYAkDWBmKgS6VA8EvpaZ2dhKmnUTc40V3TIgSdIAqpGCnwUeXp16P/DaWRgp2IVW/4B+gxEDAUkagIFATWZu3/QaJsSNwIbVfSsEJEnqU9tIwRuBv5/BKQILiogtgO2BBE7s82kMBCRpAG4Z0ELqfQSsEJAkqUfVSMGXMn+k4J6GAfO0tgucnZnX9PkcBgKSNAADAS2kHghYISBJUg8iYj3KSMEPU0YKHsvsjhTsZJBxgy0GApI0AAMBLaQ+etAKAUmSuhQR2wGnAM+njBR8A/C3mXldowubTK0KgUEaKxoISNIA7CGghVghIElSjyLi8ZSRghvhSMGOImJb4G6UD/I/GOCpDAQkaQBWCGgh9QoBAwFJkjqoRgq+DfgKJQw4FdjJMKCjVnXAGZl5wwDPYyAgSQOwQkALsamgJEldWGCk4P8C/+xIwSUNOm6wxUBAkgZgIKCFuGVAkqQlRMTulJGCd6VU170kMz/b7KomX0QEw2koCAYCkjQQtwxoITYVlCRpEdVIwZdR9r7fFbgQ2MMwoGv3BLYA/kppwDiIViCwcsDnkaSZZCCghVghIEnSAqqRgocBHwLWAr4E7JaZP2tyXVOmVR1wambe1PHKpVkhIEkDMBDQQmwqKElSm4i4B6Vh4PMoIwVfDxyQmdc3urDpM4xxgy0GApI0AHsIaCE2FZQkqSYingB8ijJF4ErKSMFB97/PnKp/wDADgRXVrYGAJPXBCgEtxC0DkiSxeqTg24EvMzdScGfDgL7dD7gjpRrx9CE8nxUCkjQAKwS0EJsKSpJmXkTckTJS8GHVqfcBr3Ok4EBa/QN+MKT/OxoISNIADAS0ECsEJEkzLSL2AL7I3EjBF2fm55pd1bIwrHGDLQYCkjQAtwxoIfOaClb7/SRJWvaqkYIvB05i/khBw4ABRcQKYN/qcBj9A8BAQJIGYiCghdQrBFZQxipJkrSsVSMFDwc+SPnbdwyOFBymBwIbA9cDZw/pOQ0EJGkABgJaSPtMYLcNSJKWtdpIwecyN1LwKY4UHKrWdIETM3NYH+ANBCRpAPYQ0EJubDteD7iuiYVIkjRqC4wUfHpmHt/oopanVv+AYW0XAAMBSRqIFQJaiBUCkqRlrxop+F/MjRQ8BdjJMGD4ImIt4MHV4TBHNhoISNIArBDQQtorBAwEJEnLSjVS8HPA/tUpRwqO1q7A+sAfgZ8M8XkNBCRpAAYCWkh7hcB6jaxCkqQRqEYKHgVsBfyZMlLwyGZXtey1tgscn5mrhvi8BgKSNAC3DGghVghIkpadaqTggZSRglsBF1BGChoGjF6roeAw+weAgYAkDcRAQAuxQkCStKxUIwU/BXyAuZGCu2fmzxtd2AyIiHWAB1WHowoEVg75eSVpJhgIaCE2FZQkLRsRcU/gNOA5lA+O/4wjBcdpT2Bd4PfA+UN+bisEJGkA9hDQQm6hvGFaUR1bISBJmkoR8URKZcCGwBWUkYInNLuqmdPqH/D9zMxhPWlEBHNfbhkISFIfrBDQbVR/rOtVAlYISJKmSkSsGRH/DRxLCQNOBnY2DGhEq3/AMMcNwtwXF2AgIEl9MRDQYuqNBQ0EJElTIyLuBHwL+Jfq1HuBh2bm5c2tajZFxO0pWwZgdP0DwEBAkvrilgEtpl4h4JYBSdJUiIg9KSMFt8SRgpPgQZQmjpcBvxrycxsISNKArBDQYtwyIEmaGtVIwVcAJ1LCgAsoUwQMA5q1etzgMPsHVAwEJGlABgJaTH3LgBUCkqSJVZWlfwp4P+Xb6KMpYcC5jS5MMNdQcNjbBWB+IODYQUnqg1sGtBgrBCRJE68aKXgMcH/Kh8I3AO8ewbfR6lFEbATsWh0Ou6EgzL2PXZWZq0bw/JK07BkIaDE2FZQkTbSIeBJwOHMjBZ+WmSc2uyrVPJhSjXpRZl42gudvvY91u4Ak9cktA1qMTQUlSROpGin4P8CXmD9S0DBgsrS2C4yiOgAMBCRpYFYIaDFuGZAkTZxqpOCRzDWrOwR4fWbe0tyqtIjVDQVH9PwGApI0IAMBLcamgpKkiRIRewFfZG6k4Asz8wvNrkoLiYjNgAdWh8eP6GUMBCRpQG4Z0GKsEJAkTYRqpOArgRMoYcD5lCkChgGTa9/q9tzM/P2IXsNAQJIGZCCgxdhUUJLUuGqk4BHA/1JGCh6FIwWnwSjHDbYYCEjSgNwyoMXYVFCS1KiIuBdwNHMjBV8PvMeRglOh1T9gVA0FYe597MoRvoYkLWsGAlqMWwYkSY2JiCcDh1GmCPweeLpTBKZDRGwO3BdIyjaPUbFCQJIG5JYBLcamgpKksatGCr4DOIYSBvwARwpOm1Z1wI8z8+oRvo6BgCQNyAoBLcYKAUnSWEXEnYHPMfeB8j3AGxwpOHVGPW6wZUV1ayAgSX0yENBibCooSRqbaqTgUcAWOFJw2rUaCo6yfwBYISBJA3PLgBZTrxBYKyIMjyRJQ1eNFPwH4ERKGHA+sJthwHSKiK2B7SiN/ka9zcNAQJIGZCCgxdzYdmyVgCRpqKqRgp8B3kf5cPdFykjB8xpdmAbR2i5wZmZeP+LXMhCQpAEZCGgxN7Ud21hQkjQ01UjBHwLPpHyb/BrKJIEbGl2YBjWOcYMtBgKSNCDLwLWY9kDACgFJ0lBExN9SRgpuQBkp+LTMPKnRRWlgERHM9Q8YdUNBMBCQpIFZIaBXjAaVAAAgAElEQVTFuGVAkjRU1UjBg4GjKWHASZSRgoYBy8N2wF2BW4CTx/B6BgKSNCArBLQYtwxIkoamGil4JLBfderdwL84UnBZaW0XOC0z279YGAUDAUkakIGAFmOFgCRpKCJib0rDwC2AP1FGCn6x2VVpBMY1brDFQECSBuSWAS3GCgFJ0kCqkYKvAk6ghAHnUaYIGAYsM1X/gFaFwDj6B4CBgCQNzEBAi7GpoCSpbxGxPmWk4HspH9y+gCMFl7P7AHcG/gKcNqbXNBCQpAG5ZUCLuRlIIKpjKwQkSV2JiO0pjQPvR/mw9jrgvZmZjS5Mo9SqDjg5M28e02u23seuHNPrSdKyY4WAiIgnRsT2EbH6Pw/Vm7Z6lYAVApKkJUXEAcAZlDDgd8BDM/MQw4Blb5zjBlusEJCkAVkhMOMiYgPgS5RKgOsi4izKG7kzKGV/rcoAAwFJ0qIiYk3gv4F/rk6dCDw9M3/f3Ko0DtUXCvtVh+NqKAgGApI0MAMB7czctoCNKAn/3yxw3RMi4mLgjMy8alyLkyRNvgVGCr4LeKMjBWfGA4BNKRMkzhzj6xoISNKADAR0ry6ve0T1Q0T8FNjR8k9JUkQ8iDJS8C6UD4R/l5lHNbsqjVnri4QTxxwCrahuDQQkqU/2EJhxmfkxYGNgf+BfKE2gfr3Ew642DJCk2VaNFPxH4HhKGHAesJthwExqNRQc53YBsEJAkgZmhYDIzOsoTYBWNwKqyj+/TxkjBKXBYKuPwBljXaAkaaJUIwU/BjyjOvV54MWZ+afmVqUmVL0j9q0Ox9lQEAwEJGlgVghoQZl5BXB57dQRwLbAUylzpSVJMygi7g38kBIG3Aq8GnimYcDM2hnYALgW+PGYX9tAQJIGZIWAOqmPHVwvMy8FLm1qMZKkZlUjBQ8D1qeMFHxaZv6g0UWpaa3+Acdn5soxv7aBgCQNyAoBdVIPBBw7KEkzKiLWjIh3AkdRwoATgJ0NA8RcIDDu/gFgICBJA7NCQJ3cWLu/XmOrkCQ1JiI2p/QIeEh16v9RRgr6IWzGRcTawD7V4bj7B4CBgCQNzEBAnVghIEkzLCL2Ab5AmSJwA2Wk4NHNrkoTZA/K+4OrgJ838PoGApI0ILcMqJN6hYCBgCTNiNpIwe9TwoBzKSMFDQNUt3rcYEPjiA0EJGlABgLqZF5TwcZWIUkam2qk4OeAQygfuI4E9sjMCxpdmCZRq39AE9sFwEBAkgbmlgF14pYBSZoh1UjBY4D7UD5kvRb434a+/dUEi4jbAXtVh000FAQDAUkamIGAOrGpoCTNiIh4CvBJyhSByykjBU9udlWaYHsDawO/BX7R0Bpa72PHPe5QkpYNtwyoEysEJGmZq0YK/j/gi8wfKWgYoE5WjxtssILECgFJGpCBgDqxqaAkLWPVSMHvUrYGALwTeFhmXtHcqjQlWg0Fm+ofAAYCkjQwtwyok3qFwDoRsSIzLcuTpGWgGin4RWBzykjBF2TmMc2uStMgIjYAdq8OmwwEVlS3BgKS1CcrBNTJjW3H6zayCknS0FQjBV9NaQS3OWV+/G6GAerBPpQP4xdn5qUNrsMKAUkakIGAOrmp7djGgpI0xapvdo8E3kP5MPU5YE9HCqpHTY8bbDEQkKQBuWVAnbQHAvYRkKQpFRH3AY5mbqTga4D3O1JQfVjdULDRVRgISNLADATUSfuWASsEJGkKLTBS8KmZeUqzq9I0iohNgJ2qQwMBSZpybhlQJ1YISNIUi4i1IuJdzI0UPJ4yUtAwQP3aFwjggsy8vOG1GAhI0oAMBNRJe4WAgYAkTYmIuAtlpOBrqlMHAw93pKAGNAnjBlsMBCRpQG4ZUCc2FZSkKRQRDwa+wNxIwedn5peaXZWWiUlpKAgGApI0MCsE1IlbBiRpilQjBf+J+SMFdzUM0DBExJ2A+1eHxze4lBYDAUkakIGAOvlL27EVApI0oaqRgp8H3k2ZEf9ZYI/MvLDRhWk52a+6/Ulm/qHJhVQMBCRpQAYCWlRmrmJ+KGCFgCRNoGqk4OnAUykfjv4BeE5m/rnRhWm5mZRxgy0GApI0IHsIaCk3AutW9w0EJGnCRMTTgEOZGyn4lMw8tdlVaZmapIaCYCAgSQOzQkBLqfcRcMuAJE2IaqTgeyjbBNanfGu7k2GARiEitgTuBawCTmx4OS2tQGBlo6uQpClmIKCl1AMBKwQkaQJUIwW/B7y6OvUO4BGZeWVzq9Iy16oOODszr210JXOsEJCkAbllQEu5sXbfCgFJaljbSMHrKSMFj212VZoBkzRusMVAQJIGZIWAlmKFgCRNgGqk4GuYGyn4M2A3wwCNSatCYFIaCkKZpgEGApLUNysEtJR6hYCBgCQ1oBop+AngKdWpzwAvdYqAxiEi7gZsS/ng/YNmVzOPFQKSNCADAS3FpoKS1KBqpOAxwL2BW4B/Aj6YmdnowjRLWtsFTs/MPzW6kvkMBCRpQAYCWopbBiSpIdVIwU8Atwd+CzzVKQJqwKSNG2wxEJCkAdlDQEuxqaAkjVnbSMHbUz6I7WwYoHGLiGCuQmCS+geAgYAkDcxAQEuxQkCSxmiBkYL/AzzSkYJqyL2AuwA3AxMTSFVBhU0FJWlAbhnQUmwqKEljEhEPoYwUvDOOFNRkaFUHnJKZN3W8crxW1O4bCEhSn6wQ0FJsKihJI1aNFHwtpTLgzpSRgrsaBmgCTOK4QZj/pZaBgCT1yQoBLcUKAUkaoQVGCh4BvMyRgmpaRKzB5DcUBAMBSeqbgYCWYoWAJI1IRNyXMlJwexwpqMlzf+AOlC8Hzmh4Le0MBCRpCAwEtBSbCkrSCETE04FDKVMEfkMZKXhas6uS5mlVB5yUmX9tdCW3VX8Pu7KxVUjSlLOHgJbi2EFJGqJqpOAhwJHMHyloGKBJ02ooOGnbBWAuEFiVmasaXYkkTTEDAS2lXiGwbjXmR5LUh4jYgtKc7R+rU62Rglc1tyrptiJiBbBvdThpDQVhLhCwOkCSBuCWAS3lxrbjdZkfEkiSuhAR+wKfZ26k4PMy88vNrkpa1E7ARsB1wDkNr2Uhrfew9g+QpAFYIaCltH/4d9uAJPWgGin4z8B3KWHAT4FdDAM04Vr9A07MzEn80G0gIElDYIWAltIeCNhYUJK6FBEbUkYKHlCdOgJ4aWa2V19Jk2aS+wcArKhuDQQkaQAGAlpK+5tWKwQkqQsRcT/gaOZGCv4j8GFHCmrSRcRawIOrw0nsHwBWCEjSULhlQEuxQkDS0EXEnhGRS/zcEBEXRcTnIuKx09TUNCKeAZxOCQN+Azw4Mz9kGKApsRtlAsbVlC0uk8hAQJKGwEBAS2mvEDAQkDQMO3VxzfrAdsAzgK8B34yITUa6qgFFxNoR8V7gc5SKqu9SRgr+sNmVST1pbRf4/gSP9DMQkKQhcMuAlmJTQUmjUA8ErgbObPv9WpQwYJvauUcAXwQeNtql9ScitgS+AOxdnfov4KDMdCyapk2roeCkbhcAAwFJGgoDAS3FLQOSRuGBtfvHZuaLF7ooIh5BacR3x+rU/hHxhMz8yqgX2IuI2I8yUvBOlDFtz5u0NUrdiIh1gQdVh5PaUBAMBCRpKNwyoKVYISBpqCJiTWCH2qmfLHZtZv4f8Jy20wcsdG0TqpGCrwO+QwkDfgLsahigKbYXsA7we+CChtfSiYGAJA2BgYA6qkpd/1o7ZYWApEHdG1i3dtyxaVkVClxaO7XDYteOUzVS8CjgYMoItE8De2XmRY0uTBpMa7vA9ya8CaaBgCQNgYGAulFvLGggIGlQD2w7XrRCoOZXtfsbD3EtfalGCp4B/C1lpOCBwPMzs70RqzRtVjcUbHQVSzMQkKQhMBBQN+rbBtwyIGlQ9YaCv8vMq7t4zDq1+9cPeT09iYhnUkYK3gtHCmoZiYjbA3tUh5PcPwAMBCRpKAwE1I16IGCFgKRB1SsEuqkOgPnTBn43xLV0rRop+D7gs5Rw9Ds4UlDLyz6UD9qXAhc3vJalGAhI0hAYCKgb9RJYKwQkDaoeCHTsHwAQEfcBtqydOnHoK1p6DVsCxwP/UJ16O/CozLxq3GuRRmj1uMEpqHhpBQKO9ZSkATh2UN2wQkDSUETENsCmtVPdVAj8a+3+KuBLQ13UEiLiocCRzI0UfG5mfnWca5DGpNU/YNK3C4AVApI0FFYIqBs2FZQ0LO0NBTtWCETEa5k/dvCzmXn+0Fe18GtHRLye244UNAzQshMRGwG7VIeT3lAQDAQkaSisEFA3bCooaVjqDQVvBc6t/zIi1qR8+N4LeDmwf+3XFwCvHvUCq3VsBHwSeHJ16lPAy50ioGXsIZQvin6Rmb9pejFdWFHdGghI0gAMBNQNKwQkDUu9QmBN4OaI6OZxZwJP6XIiwUAi4v7AMcA9gb8CrwI+OgV7qqVBTMu4wRYrBCRpCNwyoG5YISBpWHZa+pJ5fg28Dtg7My8dwXrmiYhnAT+khAGXUUYKfsQwQDOg1VBwGvoHgIGAJA2FFQLqhk0FJQ0sIjYFtq6d+hFwRe04gRuAa4ALgVOBH2bmyLuIR8TawLuAV1anvg08KzP/MOrXlpoWEXcAdqwOj29wKb0wEJCkITAQUDccOyhpGNobCv59Zp7RyEpqImIr4AuUvgUAbwP+YxxBhDQh9q1uf56ZV3S8cnIYCEjSEBgIqBtWCEgahvaGgh0nDIxDNVLw88AdcaSgZtc0jRtsMRCQpCGwh4C6YVNBScNQDwTOy8y/NLWQaqTgGygjBe8I/BjYxTBAM2raGgqCgYAkDYUVAuqGTQUlDUN9y8DZTS2iGil4GPCk6tThlJGCNy36IGmZioi7APem9PA4oeHl9MJAQJKGwEBA3XDLgKSBRMS6lA8dLec0tI4dgKNxpKDU0pou8KPM/GOjK+mNgYAkDYGBgLphU0FJg9oBWFE7HnsgEBHPBj5K+d+xy4ADJqGpodSwaRs32GIgIElDYA8BdWNehUBERGMrkTSt6v0DkjJycCwiYu2IeD9wBCUM+Daws2GABExnQ0EwEJCkoTAQUDfqFQIBrN3UQiRNrXog8MvMvH4cL1qNFDwBeEV16m3AozPzD+N4fWmSRcQ2wN2BlcBJDS+nVwYCkjQEbhnQahGxJrDmAp2/2xttrQfcPJ5VSVomxt5QMCL+BjiSMkXgWspIwa+N47WlKdHaLnBGZt7Q6Ep613oPu7LRVUjSlLNCQHW7AddHxA8j4r0R8cyIuBu3DQRsLCipaxGxBvCA2qmR9g+ojRT8NiUM+BFlpKBhgDTfNI4bbLFCQJKGwAoB1e0JrAXsXv28qjrf3nX4DsDlY1yXpCmWmauA24/jtaqRgocDT6xOHQYc6EhBab6qH9C0NhQEAwFJGgorBFS35yLnN207PicifhwRH4mIR456UZLUjWqk4JmUMOCvwEuBFxoGSAu6B7AVcAtwSsNr6UdraomBgCQNwAoB1b0VOJ4SDOwJ3GuR61rlvw8ArgK+NY7FSdJiIuI5lJGCtwN+DTzFKQJSR63qgFMz88aOV04mKwQkaQgMBLRaZv4M+BnwIYCI2IyydWB/4LWLPOy08axOkm4rItYG3gMcWJ36P+DZThGQljSt4wZbDAQkaQgMBLSozLwaOC4iTmZ+IPBuyn7gvYAfNrE2SapGCh4F7FGdeivwlsy067jUQVv/gGlsKAgGApI0FAYC6kb7/ttTMvPoRlYiSUBE7E8ZKXgHykjB52Tm15tdlTQ17gvcifL3fVqDfQMBSRoCmwpqSZl5C/P/4Dp2UFIjImKNiHgjZWvAHZgbKWgYIHWvtV3g5My8udGV9M9AQJKGwEBA3ao3HDIQkDR2EbEx8CXgvyh/vz4J7J2Zv2p0YdL0meZxgy0GApI0BAYC6lZ928B6ja1C0kyKiEOAq4EnUD4AvA54kSMFpd5ExBrAftWhgYAkzTgDAXXLCgFJjYiI5wKvYu5v1prAO4HLIuKYiHhjROwfERs1tkhpeuwIbALcAJzV8FoGYSAgSUNgU0F1ywoBSWMVEetQRgq+vHY6gajubwk8ufppPeZ84HTgjOr2x1O8R1oahVb/gBMzc5o/TBsISNIQGAioW/VAwAoBSSMVEXcFvsjcSMGWrwB/BF5ACQZWAhcB6wLbAPeufp5XXX9LRPyIuYDgdOCCzFw14n+CNKmmfdxgi4GAJA2BWwbUrfqWASsEJI1MRDwMOJsSBlwDfKD26z9n5guBnYHvAiuA7YFvUcaoPRZ4C/AN4A/AWsBuwIHAYcC5wLUR8b2I+J+I+NuI2Kqayy4taxGxFrBvdTjN/QPAQECShsJAQN2yQkDSSFUjBf+V8uH+DsA5wC7A1rXL1gDIzB8BD6cEAGcBb8/MqzLzG8DBwOMoAcHdgWcA7wZOooSbG1C+JX0DcDRwGXB5RHw5Iv4tIh4eEZuM+t+r2RIRe0ZEtv0c0cPjX1B73J+q5oC92gVYnxK0/biPx0+SViCwstFVSNKUc8uAumVTQUkjU40UPJwyRQDgE8ArgVXM7XmGWpCdmQl8IyKOq+63fBLYHHhtZp4JXAx8vnqdNYH7ArtTKgd2B3aorn9C7fWJiF8wt83gdOBHmfmXIf2TNXt2WuDcYyNizS738tcf/5M+t720tgscvwy2zVghIElDYCCgbtlUUNJIRMQDgGOA7YCbgVdm5ser3z0MuD1wPbAhZYvAPPUwICK2AB5PCS7PiIjPAP+amb+urr0V+En103qN9SgftloBwe7VWu5Z/Ty7evpbI+InzAUEZwDnZabfUKobCwUCG1NGAH6nx8f/qM81tMK1ad8uAAYCkjQUbhlQt9wyIGnoIuJ5wGmUD+CXAg9qhQGVR1e3P69uO/7dyszLKT0FPl2dejZwYUT8d0RsuMhjbszMkzPzkMx8Vmbeg7Jl4VHAQcDXgCspH0B2Bl5GqWD4KXBdRBwfEQdHxFMjYhv7EWgRD6zd/1Pt/pPbL2xX/Wdqx9qpc3p98Wpqx4Oqw2lvKAhz4aCBgCQNIOZXWUoLi4j/pZTvApycmfs0uR5J022BkYLfBJ6TmVe3XXcucB/gOcDXgb9mZn0LU6fX2AV4F3NN1K4CHpuZZ/Sx3gDuylwFwe7ArpTqhXZXMn/04Rnt/y7Nlmqryg2UaRgA76D0sAD4DbB1dnhDFhHbUaZptOxWbYfpZQ0PAU6g/Odz806vNw2qEaPbAw/JzJOaXo8kTSu3DKhbVghIGoqI2JoyUnB3IIH/BN7aXnofEdtQwoBVwDcy89peXiczz4qIh1K2EBxM2XJwbj9rrj48/br6Oapa3wrKiMN6SPAASjPDx1U/rX/LL5k/+vCcboMNLQv3Zi4MgFJh8kxKw8ytKOFSp6Cqvl3gVuBnfayhtV3g+9MeBlTcMiBJQ2AgoG7ZVFDSwKqeAEcCm1E6nT87M49b5PLWdoFTM/Oafl6v+uDzlYg4DrhHZv65WscawP8Ch2bm2X0+90rKVoafUxoZEhHrUkrDWwHBbsC9KFsitqNMPABYGRE/ZX5IcG6XzeU0fdq3C1wEfBn4h+rck+kcCNQff36fzS1bDQWXQ/8AMBCQpKGwh4C6ZVNBSX1rGym4GXA2sEuHMADmAoHjImKviPh4RLymn9fPzFsy87zaqWcBBwJnRsThEXHXfp53gdf5S2aelpnvy8znZOb2wKbAI4A3UT4E/p6y//mBwEuAj1FGwF0XESdFxLsi4ukRcTf7ESwbC00I+HLt3JN6eHzPDQWrxpl7VYfLoX8AGAhI0lBYIaBuuWVAUl+qkYKfopTuAxxKmSSw6LecEbE2sH91eBxlVOCLgG8D7x7Csk4CPkNpOvg84GkR8S7gHZl5wxCef7WquuHb1U+rH8GWzB99uBuwAbBP9dNydUTURx+ekZlXDXN9Gov6N/ytD/QnUKpkNgHuExH3yswLu3h8zw0Fgb2BtSj9Ci5a4tppYSAgSUNghcCEiIg7R8QeEXHfqtnWpKlvGbBCQFJXImJH4CxKGHAz8OLMfHEXJc/7UBr2XUH5ANWamX6bsYP9yMxLM/M5lA/jJ1H2d/8bcFFEvLTqDzASWfwmM4/JzDdm5v6U8XP3BV4AfIBSPn4LpZri0cCbKU0Vr4yIiyPi8xHx2oh4SESsP6q1amhu84G+2h7y9dr5BacNRMSdgC3aH9+j1eMGl0n/ADAQkKShMBAYoYhYOyJeVr1xOy4i3hMR27dds31EfB+4HDiFMsbqqoj4cERs0sS6F2GFgKSe1EYK3h24hDJS8NAuH97aLvDNqry61XBwqH+3qokD+1I+jP2C0hDwRZRmh2OTmasy87zMPDwzX5mZu1MqBvagTHj5FHB+dfm2wNOA/0f5lvm6iPhJtaXipRGxU0SsNc71a3FVc8xNa6fqJf/dbBvYqe245y0DzPUPWC7bBcBAQJKGwrGDIxIRmwPfoXTIrvsr8KTM/FZEbAGcCdwZaN8nmpQ3pw/JzCtHvd6lRMSTgWNqp9bOzFuaWo+kyVVVOR0CvKw6dRxlpOAfe3iOnwH3A56RmZ+PiKcCXwBOzMx9Oz+6P9U2hZcCZ2fmydW5DYC7Z+aPR/GavYqIjYBdmD/ZYMsFLv0LpU9DvWnhL5fRt8NTIyKeCBxbHd4KbNCqkKmqO66iVKgksGVm/q7t8W8A/qc6vDQzt+3x9TcE/kiprtk2My/t858yUSLiT5Qqortn5sVNr0eSppU9BEbnKEr5Z7t1gM9GxL2BjwCbU759/wHwB8r4oT0pe/3uCXwceMI4FryEm9qO1wOua2IhkiZXNVLwKMqe+ATeQhkpuKrjA+c/x10pYcAqqn33zFUIjLKU/6+UyQN1rwPeFBGHAW/KzMtH9frdyMzrKF3iV3eKr8LlVi+CVj+CjSj7xveuPfyaiKgHBGdk5u/HtPRZVv+G/4L6dpnM/FNEfBd4LOWLgScCH+7w+H6qAx5M+e/Nr5ZLGFCxQkCShsAtAyMQEY+nvAlL4KvV/fsD76gu2Rh4PfAoSsftbTPzkZn57Oqbr+0plQMBPDYidhvzP2Eh7YGA2wYkzRMRD6d8K70bpVnaYzLzLb2EAZXWdoHTalUFrecY99+trSj/W/x3wC8i4i2Ttmc/My/PzC9n5r9l5sMp5enbA8+lBBynUfo3bMLctIOvAL+LiF9HxFER8fqI2K+qiNBwLdUQ8Nja/YW2DdQDgX76Byy3cYMtBgKSNARWCIzG06vbnwJPrr0ZfmP17dkzgX8CLgMOyMx6wz4y85KIeCxlv+jGlLnVneYTj8ONbcc2FpQElJGCwBuBt1I+PJ9N+d+2S/p8ytX9A2rnRtJDYCmZ+cKI+CjwLkq4exDw9xHx78AnM3NlxydoQPU358Lq5whYvR1iB+ZPNrgvcNfq54DWwyPiPOaqCE4HflpVT6g/S33D/1VK4LUG8NCI2DAzrweIiNsD96hdO0hDwWXTP6Ca1NGqFpq4/w5K0jSxQmA0dqVUB3x8gW/GPlrdBvDR9jCgpRordXh13R6jWmgPrBCQdBtV89NjgbdR/vfq45TmgZf0+XxrAw+rDo+r/eo7lL3yj+t7sX3KzNMoUw+eCvyKstXrY8B/jXst/crMv2bmWZn5ocx8YWben7Kt4KGUirWjgF9T/n/YmnbwQUq12vURcVpEvC8inlM1w/X9QxciYlNg69qp2wQCmXkFpYoDYG3K9oGWHZn/Xq2nLQPV67cqFJZNIMD8rUNWCEjSAKwQGI3WeKCFmlCdX7t/6hLPcwLwauZ/O9CU9uDCQECacRHxQOBoyhSBm4EDM/MTAz7tg4D1gSsplQYAZOZN3DaYHJuqGd9REfFV4EBKb4EPtn4fEWv0sTWiUZl5A3B89QOUEbjM70ewO2WrwR7MD6evq/UjOAM4ven+ChPqgW3Hi33Dfyxz/R6eBHxugcf/MTN/3ePr70sJec5rb1Y45ervXw0EJGkABgKjsU51u1DTvfrEgKuXeJ7fVrcbDbyiwS3UVFDSjIqI51Oan61LGSl4QGae3fFB3WltF/jWJH7AzsybgfdExAfayug/FRE3AgdNc6O+6tvqr1U/rdLs7ZgfEuxM+bv0MOaqOYiI31ILCIAzqyaIs6y+XeCyDpM2vgwcXN1/dESsU/1nbVj9A5ZTdQBYISBJQ2MgMBrXAHekfKsyT2ZmeX8FLL3vrfVHbhL2x1khIKk1UvC9lPF8AN8AntvLSMEltAKB+nYBIuJewCv+P3v3HSZJVf1//P0BlpxzDpKzxAXJmZ8KIlkkCIqCIBmJknMUFPiSRLIgKIgogiI555yDgOS8hCV4fn+cW9s1vTM9093VXd095/U888xUTXfVndnt6bqnzj0HeMPMji7oXA3LBwMkzQv8MG1uIelY4MSBloR1k5QZ8Vz6uBRA0gi8C0Q+i2BhfEnH99MH6bFP0TdI8HCa6A4XQ+oQYGbPpNoNCwKTAWvgr61mOwxk9QN6taAgREAghBCaEmsAWyO78z9jk8fJAgpvN3mcIkSGQAjDXCqKeiseDDDgYGC9ooIBqd3gIniBteurvj0LsAuViXfHMLNn8RoDd+N90Q/DOxL8SFLL2iSWxcy+NLOHzOwsM/uJmS0GTA6sDOwFXA5kfeEXALbGux3cDXws6R5Jp0naRtKCPV6PYLAOA3n5bgPflzQeHmgZ6vP7SMs/suffXM9zu0AEBEIIoSCRIdAaL+AXQXMN8P3p0uf3BznOQunzm0UMqklfUqmCDJEhEMKwImlt4BJgGuA94Idmdl3tZ9VtnfT5HjOrXlKVLR/oyAm2md0uaXlgU+AYYE7gPGBXSZumoEHPMrNP8GDRrdk+SdNRWWqQfZ42fb0MXosBPEhwH307G7yWshO6lqQJ8WuBzGB3+K/Gu3UArAf8Fl+SM9TnV1s1fX7YzN6p87mdLrt+tU5cWhRCCN0kAgKtcT9eJXip/r7Zz4XuQFbD78I9UdC4GpaWOnyKF/uCyBAIYae5p+oAACAASURBVFhId2/3x+96C//7tnETLQVr6Xe5QJJd9Hfs3eQ0gb1M0tXAzsCBwAzAsCy2l7rl/C19ZPUI5qSyzGAZ/H1yMvz9brXc09+QlA8Q3GdmgwXRO82i9A1gDTahvwf/vzIz/v/m57nvfUbfosRD0XPtBnOy69fIDgghhCZFQKA17k+fV230AJKmAb6dNu9odkAF+YxKQCAyBELocaml4IVU2qCdDexiZp+34Fwj6L/dYCarpdKRGQJ56fdzgqTzgPnS3fMsuLIf3pK2EzK/2ioFTF5MH5cBpLT4heibRbAovuRu/fRBeuyz9M0ieKgV/xcLlF///4GZvTjgIxkTeP8LsEPatW3u24+aWb31hLIAS6/VD4AICIQQQmEiINAafwdma/IY6+DrLbPjdYJ8gawICITQw/ppKbijmZ3XwlN+C1+H/jaVoGpex2cIVEvZYPn2slsARwD7SjoGOLkXCg82w8y+Ah5JH+cASJoYn0znOxvMDcybPrI6El9JeoRKgOBevL1eJxTihb4Bgf7aEPfnaioBgRG5/XUtF5A0K/67+h9wSz3P7RIREAghhIJEQKAF0gXOa4M+sPYxLsHX63aSfGHBWDIQQo+S9CPgDHz98ot4S8FGWp7VY7B2gx1dQ2CIngfuA5bGAwM7SDoAuCjWQVekIMnt6QMYkzW3NH07G0yPt0Bcksok+pNcPYKss8F/SqpHkC8oONQJ/Y3AR3hwLK/e11+WHXB/j7Z+jIBACCEUJAICDUhttxYEHkuT/+EiHxCIDIEQekwqgnYK8NO062/Alm1au12rfgBUlgx0TYZANTO7U9JIYHPgaGB24Hy88OCeZnZTmePrZCnb4h/pI6tHMBt9AwRL410eVkkfmbdSPYIsQHBvHbV8GpKWhyyW2zWkgICZfSHp78BmVd+qt6Bgr7YbzERAIIQQCqIuL+JbinT37FzgC+BRvN/0ZaUOqg0k3QaskDZ/a2a/KHM8IYTiSJoDuAKfVGUtBY9sx51rSbMAr6bzTt9fRfQUrJgN+LJFBQ3bKv08u+IFGyfHMweW7fbK+mVKLR4XoG+QYDH6v/nxPJUAwT3Ag72yfCMFS17CA07rmtk/yh1R8SQtjgdJXjezmcseTwghdLPIEGjM1ni17QmA+enN9Xn9iQyBEHqQpHXwJUpT4y0Ft2jzJGLd9PnegdqjpeJxPdO6L/08x0r6HR58uTwLBkiaBJg4VekPQ5RqBzyePs6DMYGXb9K3s8F8eE2CufFsDYCvJT1K3yDBE12aBTgXHgz4Crit5LG0SmQIhBBCQSIgUCdJk+J3ybO7OOeb2eslDqmdoqhgCD0kpTUfAByKBznvw1sKvtzmoQy2XKBnpUn/zlW79wZ2l3QUcEqHV9LvaOl3d1f6AMZ0z8jqESwDjMS7GnwzfWyfHvqppAfoW7TwxS7I4siWC9yVdbjoQREQCCGEgkRAoH5LUqn8a/j6z4ZI2hzYFC8W9CBwvZl90fQIWyeKCobQI/ppKXgWsGu7J5+p3eBaaXPAgICk6YDdgdFmdmg7xlaGlO69Or6M4BhgR0n7AZdF4cFipJoYN6SP7Hc+C31bHy4DTAasmD4y76Z6BGNqEnRgJkdWUPDfpY6itbLr107pKBFCCF0ragjUSdL2wJlp82NgykbvFkiaHF83O0natZ2ZNRxgaLXUU/tHafMfZrZujYeHEDqUpCXwloJzAZ8DP29xS8FaY1kZuBl4F5hhoJZxkuYHnsL7uU/VxiG2Xcrc2BI4Cp+ogk8+9zSzW0sb2DCS/g3mp2+Q4Jv0bQWYeYm+WQQPmNmo9oy0rxTc+C+e8bBarxaqlLQKcBPwlJktWPJwQgihq3VtteYSTZ0+G/BKM6mDZvYRcBWeqisqvZU7VX7JQGQIhNCFJG0L3IEHA14EvlVWMCDJtxusdbcvuzve8+9bZvY/M7sAX+t+IDAKn5TeImm3Ugc3TKR/gyfN7Hwz29nMlsUzBkbiSzwuwANUAHPi2X4n4MGtDyU9IukcST+TtETKhGmH+fFgwGhyyyR6UCwZCCGEgsSSgfrlUzY/LuB4V+J3ggBWlDR+By8biKKCIXSpVFztVCrro68FtmpTS8FaskyjweoHZMGCcVs4lo6Sqt4fKekcvM7DVngQOZTAzEZTyQQ4DUDSFMBS9O1sMAuwaPr4cXr656keQb5o4fMtqEeQ1Q+4vcdrT2R/ByIgEEIITYqAQP3yFbCnKeB4+fTPCfCUxHsKOG4rRFHBELpQail4JT5xMeAg4Kiy16RLmgn/m2ek/vI1DJsMgWpm9iawg6QDzOzdbL+k04EXgN+kyWpoMzP7ELgxfQAgaWYqywyyJQdTAN9KH5n3JeUDBPea2RtNDikLCPRy/QCIDIEQQihMBATql71ZC5hN0oTNROHN7D1JrwKzpl3z0LkBgSgqGEKXqWop+C7eUvD6ckc1RpYdcN8QCrNlGQLDLiCQqQoGLAHsmDZ3krQvudaFoTxm9l/g6vSR1SOYh75ZBN8EpgLWTh+kx75CJUBwD3C/mQ0pGzGdZ9W0eWONh/aCCAiEEEJBIiBQv7uptBwcH6/m22yrrLeoBARmaPJYrRRLBkLoEmlycCBwCOW2FKylnnaDWYbAsFkyMIhHgO2AI/E17H/AWxXuYWZ3lDmw0FfKxHkmfVwEIGl8fElBPotgIWC29LFR9nRJT9I3SPDoAEsLF8UzFz/Blyb0sggIhBBCQYbtnZZGmdl7+IWY0q5dCjhsPm23kyfaUVQwhC4gaWrgGnzdufDOKCt2UjBA0ngMod1gzrDPEMgzs69TMch5gYPxSeBI4HZJf5TUycHlYc/MvjCz+83sDDPb1swWwZcVrAbsA1wB/Ad//S6Ed/g5HQ/sfSTpLkmnStpS0vwpAJi1G7zVzL5s98/UZhEQCCGEgkSGQGMuAhbH36jXlrSemV3TxPGmy3396YCPKl9kCITQ4SQtidcLmBNvKbijmf2+zDENYDlgSuA9hnY3811gCfoGUIc9M/sEOEzS2cBheNbAiniAIHSRtDTgpvQBgKQZ8eyBfE2CqfDgz8jc0z+k0sL4udaPtnQREAghhILEnZbGnIFfnBoeFLhI0jKNHEjS9MAcVJYhvFfICFsjH6wYke7whRA6hKTt8JaCc+LF5pbv0GAAVJYLXD9Iu0EAzOxLM3vIzB5p8bi6kpm9bmbb42vTtzWzUeBLRyRtnVLUQ5cxszfM7BozO8jM1sWXBMyLtyn+Nf56/xzPLsjek5cqZbDtFQGBEEIoSAQEGpBaQe2HBwMM7018s6Qtaz6xf9umz9kShMeaH2HLfFa1HVkCIXQASROmO8Tn4t1K/gosbWYPlTuymuqpHxCGyMweNbPrcrs2B84HnpC0kSQN8NTQBcw9Z2aXmNnuwGbAw1UP+4akXl/WFwGBEEIoSAQEGmRm5wDnUQkKTAicn9ZuLjiUY0haHC/6lWUHfAx08gV89XKGCAiEUDJJcwK3AT/B/5YcCHzPzN4vcVg1pTToJdLmYO0Gs+dMIOkASb+K7KS6fIl3x5kbX5d+q6SRtZ8SuoGk1YD78aUD+YD9DMBepQyqfSIgEEIIBYmAQHN2AP5CJSggYEPgEUlXSdouXfj2IWkGSfsAt+LF+bLn/77svuCDqM4Q6PU7ECF0NEnr4hOCpfBlTOuY2ZEd/ncEKu0G7zezN4f4nBHAEfg6+REtGVUPMrM/4inmh+JB3RWAuyT9QdJcpQ4uNETul8A/genxDIHqOhz7SJql7YNrnwgIhBBCQSIg0IRUxXcjvKZANqkHb4u1HnA28JqkjyQ9I+lBSf8B/gscBUyaO9yHwAltG3xjYslACB0grQs/GPgbMDU+GVjSzG4od2RD1shygXyQI1oP1sHMRpnZIcB8eGab4anmF5U5rlA/SZPjmR7H4tdw5wOrAEvnHvYAHrA/qu0DbJ8ICIQQQkEiINCk1PppJ/zi6k36BgaUPiYF5sE7E8ya259lFXwNbGdmr7Z39HWrXjIQGQIhtFlqKfhX4BD878f/ASuZ2X/KHNdQpXT/tdNmowGBeO9qgJm9Zmbb4cs1/gkckH0v1aGIzIsOJmlhPPi3Ib4UZAe8DtEi9H0/Pix93rrRgsddIAICIYRQkLioKkhKy1wAv0h/l0qRQBvgg/SYt4DvmNlV7RxvgyJDIIQSpZaC9+N32D8HtjGzHc1sdLkjq8uyeLvB94G763hevhNBZAg0wcweNrO1zOym3O59gMclbRCFBzuPpM3w18t8wKt4EPBMMzNg9fSw7DXyIHBh+vrkHv33zAICg3YoCSGEUFsEBApkZh+Z2WHAzMD6wGl46t4oKlkBwvtD/wvYDfiGmV1fzojrFkUFQyiJpB/Tt6XgcmZ2QamDakxd7QZzIkOgRVJmwNZ4rYE/AzdJWrr2s0I7SBoh6WTgD8Ak+LXDkmaWD6atXvW0/wH7U6kZsUk7xtpmkSEQQggFiYuqFjCzr8zsr2b2CzNbxsymwN/IpwMmNrPJ092ZU1MLw24RRQVDaLOUyn0OcA59WwpWtxrrFo22G4waAi2S6uEsga85/xxYGbhX0kWS5ih1cMOYpJmAG/GbBwBH44VD3849ZiJg+aqnfp2WIB6Xto+TNGGrx9tmERAIIYSCRECgTczsMzN718w+L3ssTRhNZbkDRIZACC2VqsDfDvwYnxAfQIe3FKxF0gx4RwSA6+p5bkqNzv7+xHtXwVKG2wF4SnqWbv5D4GlJm5c3suFJ0op4huGKwEfABma2fz9ZNcvjgcLXqQTKsuDZ8fjygjmA3Vs+6PbKftYICIQQQpPioioMWbogz2cJRIZACC0i6f/h9QKWBN7B7wwe1QUtBWtZJ31+oI52g3kr4hOg94obUsgzs1fMbGs8cHMTvsytnloPoQmppeBuwL+BGYHH8Iygqwd4ymrp8425fV8DpAzEfdO+/VPGQa+IDIEQQihIBARCvfIBgcgQCKFgqaXgIcC1wFR4VfGlzOyfpQ6sGI0uFwDAzO4ws7vM7IsCxxT6YWYP4GvTv2lmL2b7JR0hab0eLVRXKkmTApcCJ+MT3kvwWiHP1nhaVj/gpty+fNDwUuAevNvREYUNtnwREAghhIJEQCDUK1/zIAICIRRI0jR4IOBg/M7sGXRRS8FaJI1Lpd1gXcsFQjnMPZltpxZ2BwB/Af6Vul6EAkiaH8/E2Ayf5O4CbGlmn9R4zqR41w6AW3LfGrOsIGUUZTUItpW0RJHjLlEEBEIIoSAREAj1iiUDIbSApKXwJQLr4q+zrc3s513WUrCWZYGpgQ+Auxo5gKSdJe0pacpCRxaG6hngGLyezGrA/ZIukDRbucPqbpI2xDOBFsJrAaxqZr9Jy/RqWRGfGL8EvJLb32dZkZndiWcKiN5pQxgBgRBCKEgEBEK9YslACAWT9BO8eOAcwPPA8mZ2Ye1ndZ1sucANZtboRfxRwAnAtMUMKdTDzD40s/2A+YGL0+6tgGfSUoJJyhtd95E0nqRjgSuByYCb8ZaCtw/xENlygX/T93quv3ae++IdJFYBvt/YiDtKBARCCKEgERAI9covGYgMgRCaIGkiSecCZ+OVwq+hu1sK1tJU/YAku/MZ710lMrOXzWxLPOvjVmBC4CfEv8uQSZoeuB74Zdp1ArCmmb1Rx2HyBQXzrTjHKjyalh2dkDaPlzRBfSPuOBEQCCGEgsSbd6hXZAiEUIBcS8Ht8Av4/fHWYh+UOrAWSJOfpdNmM/UDsonOuDUfFdrCzO6lcsd5ZzP7GMYUxlylR1LTCydpObyl4GrAKGATM9u7nsyZtGwmq+EwlAwBgGPxJQnfwGsUdLMICIQQQkEiIBDqFUUFQ2iSpG/j9QKWoNJS8OgubylYS9Zu8CEze72J42QTnXjv6hCp8OBVZnZFbvdmeNX76yUtXs7IOk9qKfhzvADgLMBTwLJVv7uhWhl/HTxjZq8xSIYAgJmNwgOPAL9KgbpuFQGBEEIoSFxUhXpFUcEQGiRpXEmHAn/FWwreg68Z7oWWgrWsmz43s1wAYslAt5gZ+AJYE3hQ0u8kzVzymEolaWLgAuA0YARwBR4MeLLmEweW1Q+4MX3OvyZqBRYvwLMTJgMOa/DcnSACAiGEUJC4qAr1iiUDITQg11LwILza9+nAymb2Ss0ndrnUbjDLEGg2IJBlCMSSgQ5mZicCCwCX4f/XtwWelXRoapU3rEiaB7gT2BL/P7wnsGm2xKJBWf2Af6fP2WvCanUnqGpDuL2kxZoYQ5kiIBBCCAWJgEDol6StJV0oaQdJi0rK/q9EUcEQ6iRpaXyJwDpUWgru1EMtBWtZGpgG+BCfFDUjMgS6hJm9aGabA8sDd+DvFwcBl5c6sDaTtB5wH7AY8BawhpmdNISWgrWOOV06HvjSDKi8JgaqHzCGmd0K/DE956QurfWQBQQG/XlDCCHUFhdVYSDr43czzgAeAd6TdB2VixCIDIEQBlXVUvA5YLkebClYSxHtBjNb4GnozzV5nNAmZnYXsCKwCfACcHz2vZQ90pPS8qAjgL8AU+BBkSXM7OYCDr9q+vyYmb2Vvs5+l0OtQ7IPvqxjDeC7BYyp3SJDIIQQChIBgTCWdLdghardU+B3N7+V27eopFMkbSZp1rYNMIQuUNVScHzgamAZM3uk3JG1XRHtBgEws1vM7F9m9lGzxwrtkwoPXgHMb2b/zn3rAEnXSVqkrLG1gqRp8f/vB6RdpwKrmdl/CzpFvt1gJrueG1JAwMxeBE5KmydKGr+gsbVLBARCCKEgERAI/RkfuBQveFbrzXYivHXRH4BXJK3chrGF0PEkfYOxWwpu2IstBWtJqc3LpM1m2g2GHpDPEElF9nbDA80PSzpb0oylDa4gueVBa+FL7LYws13N7IsCT5MVFMwHV7IMgXpS6I8G3gTmBXYqYFztlP28ERAIIYQmRUAgjMXMRpvZHmY2Es8MWBW/03EtfWsI5H2NXwSFMKz101Jw7R5vKVjL2nhRuUeKuDuaspF2kDRT80MLZTKzT/Fg0RX4tchPgOck/UrSJKUOrkG55UGzA88CI83s0oLPMTMwP2BAfvlBXRkCACnT5sC0eVDKbOgWkSEQQggFiYBAqMnMPjWzm83sKDP7LrBX7ttfUFnL+5CZfdL+EYbQGdKa4cPwwNmUwN14S8F/lTuyUhW2XCA5FK9rMm9BxwslMrPnzWwTvMbA3cAkeCu8ZyStVvPJHaTG8qDHWnC67PfygJm9n9s/5KKCVc4DHsb/Zh3S3NDaKgICIYRQkAgIhHrlMwTMzOYFZsRTo0MYllJLwb8Bv0q7TgdW6fWWgrWkziRFtRvMZJOdeO/qIWZ2O96NYHPgJWBa4OUyxzRUkuYCbqOyPGg/fHnQhy06ZXW7wUy9RQUBMLOvgd3T5g6SFm5ibO0UAYEQQihIXFSFeuUDAhNIGtfM3hyGhdJCAMasGX4AT4//DNhqGLUUrGVpfGL3EV5hvQjRdrBHpcKDlwELAOuY2QvZ9yTt3okTVUn/D18etCSV5UHHtHh5UFY/4Maq/Y1mCJAKPV6FBxVObHxobRUBgRBCKEhcVIV6fVa1PWEpowihZHI/pbJmOGspeFG5I+sY2XKBf5rZlwUdM5to9Wy7uuEu1bC5KdtOAbeTgEck/Z+kGUobXGVM40g6CF8eNBVegLfly4MkzQnMhU/6b6v6dkMZAjl7A18C66RAR6eLgEAIIRQkAgKhXtVFBScqZRQhlEjSRMDvgDOprBleOjJl+ii6fgDEkoHh6D3gz/i/+c/wwoMHpC4FbSdpKuAavJ6FgP8DVm7T8qBsucA9ZvZx1fcazhAAMLPngFPS5kmSRjRynDaKgEAIIRQkLqpCvaozBEq5KAuhLKml4B3Aj2jPmuGuk2oqLJs2i2w3GEsGhhkze8HMNgRWAe4DJgWOAJ6WtHWqVdEWkpbAlwh8G/gc+JGZ7djG5UEDLReA5jMEwH+v7+DLNnZo4jjtEAGBEEIoSFxUhXpVBwQiQyAMG5K+i08Ivgm8TXvWDHejrN3go2b2aoHHjSUDw5SZ3QKMBH4I/AeYFTge70zQcpK2wQOBcwEvAsub2fntOHc6vxi4oCA0mSEAkIKaWWHUQyRN3eix2iACAiGEUJAICIR6VS8ZiAyB0PNSS8HD8VThKYG7iJaCtbRiuQD4Oufv4XeKwzBjZv8zs0uA+YF9gb2z1PlU0+MbRZ9T0gSSzgB+j9fMuRZYysweKvpcg5gXmAVv99tfkc4iMgQAzgEeA6YGDmryWK0UAYEQQihIBARCvSJDIAwrkqbFWwoemHadhrcULPLOd89IKdzrps1CAwJmdrOZ/cXM3ijyuKG7mNnnZnasmV2Q270p8Iyk30qarojzSJoduAVPnzd8gry+mb1fxPHrlGUH3Glm1e/DUECGAICZfQXskTZ3kjR/M8droQgIhBBCQSIgEOoVRQXDsCFpGXyJQNZScEsz29nMvih3ZB1tSWA64GO8A0MI7bASfpd8J7zw4D6SGu6CI2lN/LW/LPA+8G0zO7zE5UG16gdAcRkCmNkNwF/xSfcJzR6vRSIgEEIIBYmAQKhXFBUMPS/XUvA2Ki0FR5rZxeWOrCu0ot0g4JM0SVul9mshjGFmO+OT5geAyYFj8MKDW9RTeDC1FNwP+AcwbTreUmZWZHHMugyhfgAUlCGQsxc+2f6upLULOmaRsoBAUT9vCCEMWxEQCPX6vGo7MgRCT0ktBc+j0lLwKryl4KOlDqx7ZAGBVkyg9gcuAJZrwbFDlzOzfwPLAFsDr+LBvIvxdfGDkjQF8CfgKPz66HfACmb2YksGPHQL41k3nwF3D/CYwjIEAMzsaeC3afMkSePVenwJIkMghBAKEgGBUJeULpkPCkSGQOgZuZaC2+AX1vsQLQWHLFUlH5k2iy4oCJW7gfHeFfqVCg9eiBcePAAYBVw02PMkLYoXq/weMBrY3sx+bGbVQfAyZMsFbq2xXKnoDAGAw4D38IDETwo8bhEiIBBCCAWJi6rQiPyygcgQCD2hn5aCa5nZcWZm5Y6sq6yNv688bmavtOD40XYwDImZfWpmRwGzmdmYdfeS9pV0aioWmu3bAu8cMg/e0nBFMxtSVkGbDLZcAArOEABIxRMPTpuHS5qyqGMXIPt5IyAQQghNioBAaES+sGAEBEJXSy0Fj2DsloIDFe8KA2tVu8FMZAiEupjZB9nXKYPlQOAXVAoPnoYvK5gYuB6vF9AxbS0ljQusmjZr/U1qRYYA+NKpJ/F6CgcO8th2igyBEEIoSFxUhUbkMwRiyUDoWuku4d/x1GLwNbPRUrABrWw3mBMZAqFhZvYesAHwMDAFXnjw5+nbR+CdBN4paXgDWRwPVH6MFzgcSOEZAgCpMOieaXMXSfMUefwmREAghBAKEgGB0IhYMhC6nqRl8QvstfCsly3N7BfRUrBhSwDT42u2b2vROSJDIDTFzP4J7A58VPWttYAF2z+iQWX1A242s1qT31ZlCGBmf8eLhI4Aji/6+PVKXRciIBBCCAWJi6rQiPySgcgQCF0ltRTcAbgVmA14lmgpWIQsO+BfLQyqRIZAaFh67e8J3IC3JnwMOAX4BFiSvu9tnSILCNSqHwAtyhDI2RMPNmwgabXBHtxi+WvXCAiEEEKTIiAQGhEZAqErSZoYbyl4Bt5S8M/AMmb2WKkD6w2trh8AcDKwBfCvFp4j9CBJkwGXAyfgk+eL8EDgbsC8wA/N7IXc43+Yag6URtIIYKW0OVhNk5ZlCACY2RPA/6XNk1Ntg7LkWyBGQCCEEJoUAYHQiCgqGLqOpLkZu6XgRtFSsHmSpgKWT5stCwiY2S1mdqmZPdeqc4TeI2lB4B5gY+BLYCdgazP7FMDMXjezP+YevzQeMHhO0u6Sxi9h2ABLA5Pirf8eGeSxrc4QADgE+ACva7BtC88zmAgIhBBCgSIgEBoRRQVDV5G0Ht5ScHHgLWDNaClYqLXw95MnzOw/ZQ8mhIykTfBgwALAa8DKZnb6IK/98fDlBFMBJwFPSNoorV1vpyw1/yYzG2yi39IMAYBUcPHQtHmkpMlbda5BREAghBAKFAGB0IjIEAhdIddS8C94VfE78ZaCg63HDfVpx3IBJC0taUNJ87byPKH7SRpP0gn4MoFJ8TX4S5rZXYM9Nz3mm8D2wBvA3MAVwK2SRrZu1GPJ6gcMpQVqOzIEAE7H665MD+zX4nMNJAICIYRQoAgIhEZEhkDoeJKmwytjZy0FfwOsamavlTeq3tOmdoOZXYErgfVbfJ7QxSTNCPyTSru8Y4G1zeytoR7DzL42s3Pw+gKH4e97KwBXS5qw4CGPRdIE6XwweEFBaEOGAEAqGJr9XveQNFcrzzeALCBgQ8icCCGEMIgICIRGRFHB0NFSS8H7gTXxjJYtzGyXaCnYEosDM+KV2lvVbjATbQdDTZJWwNuJrgJ8jNcJ2XeQln0DMrNRZnYwHhg4DzjIzD5P55KkKQoaerXlgAmBN4Enh/D4dmUIAPwVD7iMDxzXhvNVi5aDIYRQoLioCo2ItoOhI+VaCt6GtxR8Bq8kfmm5I+tp2XKBG81sdIvPlU124r0r9JFe+7sANwEzAU/gHUT+VMTxzew1M9vOzM7K7d4EeF7SL1JHgCKNaTc4xFon2Wui5QGBNJ490rk2lrTSIE8pWgQEQgihQHFRFRoRGQKh46SWgr/HWwqOAP5EtBRsh7bUD0iyyU6ZLc9Ch5E0CXAxcAo+WbwMDwQ+3eJTbw1MA5wKPC5pgwILD2YFBYdSPwAqr4mWLhnImNmjwNlp89dp6VC7ZAGBtvysIYTQ6yIgEBoRRQVDR5E0D14wcGt80vhLYGMz+6jUgfU4SVPShnaDObFkIPQhaT7gLuAH+B3j3YAfmNmoNpx+A2AHvHPJvMCfgZtS28KGpeDmcmlzqAGBtmUI5BwEfAQsif/tbZfIEAghhALFRVVoAtxp3AAAIABJREFURBQVDB1D0vrAfcBi+IX5GmZ2fLQUbIu18DuTT5nZS204XywZCGNI2gC4F1gE7wawupmd0q7Xvpl9ZWZn4sGAI4HPgZWBeyUd3MShV8CznF4BXhjic9pSVDAvFWk8PG0eJWnSNp06AgIhhFCguKgKjYglA6F0qaXgkcDVeEvBO/C2YjeVOrDhpZ3LBSCWDATGtBQ8Gr8jPzlwK/7av7WM8ZjZR2Z2IDAfcAFgaUyNGtNusI7gRjuLCub9Bnger9uwT5vOmf2sERAIIYQCREAgNKLPkoEC10yGMCS5loL7p12nAqtFS8H2Sa/7drUbzFwM/AQPAoVhKPfa3zftOhnPCnq9vFE5M3vFzLYB5jezMan+qejgTnUUHhxTULCO07c9QwAgFRLdO23uJWn2Npw2MgRCCKFAERAIjfisarvlPZlDyEgaibcVy7cU3DVaCrbdYvhdwU+BW9pxQjO7w8zONbMH2nG+0FlSO9EHgDXwNpebmdkeZvZluSPry8yezb6WNCNwNPBb4FFJ69cKoqc2hlkNgnoCAmVlCABchXd3mBA4pg3ni4BACCEUKAICoRGfVm3HsoHQcqmt2I54Ku6seEvBZaOlYGna2W4wDGNV7URnBZ7GX/uXlzuyIXkXL3L6DjA/nt1yo6QlB3j8Svi12fNm9p86zlNKhgCMaUO4O75U4geSvtXiU0ZAIIQQChQBgdCI6gyBKCwYWipV3T4fOJ2+LQUfL3Vgw1u76wcgaT5J60haoF3nDOUaoJ3osmb2RJnjGioz+9LMTgfmwe+ejwZWBe6XdIGkmaueUm+7wUyZGQKY2UPA79LmyS1uQxgBgRBCKFAEBEIjqgMCkSEQWia1FLwL2Aq/+7U30VKwVCmteYW02baAAPBjfP349m08ZyiJpLnxYqFd307UzD40s/3wLIGL0+7NGfv9c0xBwTpPUVqGQM6BwChgWbwNZKtEQCCEEAoUAYHQiOolA5EhEFoi11JwUSotBU+IloKlWxO/I/m0mb3YxvNmk5147+pxkr6Dv/YXB94G1uyFdqJm9rKZbYlPmn9hZs9n30ttFBdPmzfVeehSMwQAzOwN4Ki0eaykSVp0qggIhBBCgeKiKjQiMgRCS6W2YkdRaSl4O7CEmd1c7shCki0XuK7N5422gz0utRM9FPgrMCWeHbSkmdVTYK/jmdm9ZnZmtp1qCvwZEPAf4M06D9kJGQLgXR9eBmYB9mrROSIgEEIIBYqAQGhEFBUMLSNpeuAfwH5p1yl4S8H/ljeqkCmp3WAmMgR6mKRpgGuBg9Ku04BVzOzV8kbVNrMDn+e+vl7S4jUeX630DAEAM/ucShvCX0qatQWniYBACCEUKC6qQiOiqGBoidRS8H58He0nwA/MbLdOays2zC2K3/37DGh3xkZkCPQoSUvhr/118P9bW5nZzsOlnaiZXQW8lDa/wpflPCjpd/0UHuxPp2QIAFyBd4SYmMoSgiJFQCCEEAoUAYHQiFgyEAqV2or9nEpLwaeBkWb2h3JHFvqRLRf4d7ob2E5ZQCDeu3qIpB/jy4LmAJ4HljOzi8odVXtJmhFYAG/dtyxwGb58YFvgdkmDBcE6IkMA+rQhBNhK0rIFnyICAiGEUKC4qAp1M7Ovgfxdm8gQCA1LbcUuwNODRwBX4m3FoqVgZ2p7u8GcWDLQQyRNKOls4BxgAuAaYGkze6TckZVi1fT5YTN70Mw2B5bHuywcl953s+Bpf8GBTsoQwMzuw1vFgrchVIGHzwICHfGzhhBCt4uLqtCofJZAZAiEhkiaFy8atiV+cbcXsEk3thUbDiRNTjntBjM3ALsCkTnS5STNgaeV/wS/K34AsIGZfVDqwMozVrtBM7sLWBE4K/e4jYGHJK1T9fyOyRDI2R+vOfQtYNMCjxsZAiGEUKAICIRG5QsLRkAg1E3S96i0FHwTbyl4Yre3Fetxa+AX48/m26W1S6rMfqqZ/avd5w7FSZPZB4ClgHeBdc3sKDPrpMlsu62WPvfppmBuTHYA8EtgEeA6SddJWjQ9tKMyBABSIdhj0uZxkoq6VoiAQAghFCgCAqFR+QyBWDIQhiy1FDwauAqYHF87vGS0FOwKZS4XCF1O0jiSDsT//0yNBwSXMrPryx1ZuSTNDsyDT+ZvGehxKVi6Dt7a78v09UNp2cXk6WGdFlQ5EXgF75yw+yCPHaosGyICAiGEUIAICIRGRYZAqFuupeC+adeviZaCXSHdnSw1ICBpZkkrSVqwjPOHxkmaErgaOBwvlncWsJKZvVzqwDpDlh1w/2DLpczsPTPbA1gIr+Y/Dr7s4kfpIR2TIQBgZp8C+6TN/SXNVMBhI0MghBAKFAGB0KjIEAh1kbQcniactRTc3Mx2j5aCXWNhvAPE57S/3WBmY/wO6kGDPTB0DkmL49kA3wVGA9uZ2c9K6FLRqbKAwI01H5VjZs+Z2SZ4jYG78YKs0HkZAuA1P+4CJgGOLOB4ERAIIYQCRUAgNCqKCoYhSVWxd8IncrMAT+FdBC4rd2ShTvl2g9WtR9slm+wM1oItdAhJWwF3AnMDLwHfMrPzSh1UB0mZN2MVFBwqM7sd70ZwddqV1Rv4kaQ1Cxlkk6raEP5I0pJNHjICAiGEUKAICIRG5ZcMRIZA6JekSYALgd/id7CuwIMBT5Q6sNCITqgfEG0Hu4SkCSSdjrcUnQi4Dq8X8EC5I+s43wBmw2sC3N7IAdKE+820+T9JMwC/AW6QdK2khQoZaRNSx4SL8eUizbYhjIBACCEUKC6qQqMiQyDUlGsp+EN8IrcnsKmZfVzqwELdJE2GpyaDT+zKkmUIxHtXB5M0K76sZEe8peChwHfM7L1SB9aZsuyAu9J6+0bluwx8AfwOnzB/G3hE0hkpUFCm/fBrh5WBDZs4TgQEQgihQHFRFRoVRQXDgCRtgK8ZXgR4A1jdzE6KloJdaw08w+N5M3u2xHHEkoEOJ2l1vFbISOAD4LtmdsgwbylYS7/tBhuQvSb+Z2bvm9mueOHBP6fv7QA8K2n/Atv/1cXMXgGOT5vHS5qgwUNFQCCEEAoUAYHQqCgqGMaSWgoeg1+ETg7chrcUHLCVVugKnbBcAGLJQMdKtUJ+CdwATAc8hC8R+Fu5I+tczdYPqJLPEADAzJ41sw2BVfAA7WR4tsasTZ6rGccB/wXmAnZt8BgREAghhALFRVVoVCwZCH2kloLXU2kxdTKeGfB6eaMKzeqEdoM5sWSgA0maHLgSOBb/tzkfLx74QqkD63wLAjPgnTvuavJYYzIEqr+RArIj8eVbB+WzfCTN3+R562Jmn+BLBwAObHAZQwQEQgihQHFRFRoVRQXDGJKWx9OEV8NbCm5mZntES8GesBBe9Gw0cFO5Q+F+YH/g9yWPIySSFgbuBb6Pr13fAdi2xE4U3SRbLnC7mY1u8ljZ9Vy/SzPM7H9mdomZHZ3tk7QE8KSkv0haoMnz1+MiKhkLhzXw/AgIhBBCgSIgEBoVGQIhSxPeGS8glrUUXMbMLi93ZKFAWXbATU0WPWuamT1qZkeb2R/LHEdwkjYH7gHmA14BVjKzM6NWyJAVtVwAKhkCX9d8VF/L4wGE9YDHJP1W0nQFjKWmVE9it7T5E0mL13mICAiEEEKBIiAQGhVFBYe51FLwIry91Qjgj3hLwSdLHVgo2rrpc9nLBUKHkDRC0snApXiG2D/xWiH3lDuy7iFpHGDVtNlsQUEYJEOgP2Z2Ol749Ro8oLAT8JykfSRNWMCYap37duByfNwn1dmGMAICIYRQoAgIhEZFUcFhTNJ8+JrXLfA7UnvgywSipWAPkTQpsFLaLD0gIGlKSUu2e91zqJA0E35HO7vDexSwrpm9U96outJiwNTAKDx9vlljFRUcCjN7yszWx7MVHsCLwR4D3FrnJL0R++BLkVbHsxSGKgsI1PWzhhBC6F8EBEKjYsnAMCXp+/ia4ayl4GpmdnKkCfek1YHxgReAMtsNZtbE6wicVfZAhiNJKwMPAisCHwEbmNkBZhYTs/plywVuLajWyoBFBYfCzP4NLANsDbwKnNfqv+lm9hJwYto8UdL4Q3xqZAiEEEKBIiAQGtWnqGAb7iSEkqWWgscCf8LvIt2KpwnfWu7IQguN6S7QIQGfbLIzbs1HhUKlWiG745kBMwCPAUub2dXljqyrZQUFi6gfAA1mCOSlwoMXAvMDZ2f7JW0s6c8pM6xox+CB5XmAnYf4nAgIhBBCgSIgEBqVzxAQfhcx9KjUGup64Jdp10nAGtFSsHd1WLvBTDbZifeuNknLRv6Av+bHBS4Blsu3rgv1kTQesEraLKJ+ADSZIZBnZp9mWQup1sGRwAbA45JOkTRts+fInetj4IC0edAQixpmP2sEBEIIoQBxURUaVV1tPJYN9ChJ36LSUnAUsKmZ7RktBXveAsAcdEa7wUxkCLRRakV3D7ApPvn6BbBl6iUfGrck3nLvA+Chgo7ZdIZAf1JHgO8Df8PvzO+CFx7cS9IEBZ3mfHwpyhTAIUN4fGQIhBBCgSIgEBpV3WM6Cgv2mJQm/Au8peDMwJN4F4Fo+TY8ZNkBt3TQBDAyBNpE0kZ4rZAFgf8Cq5jZbztk6Ui3y+oH3FRg/YXCMgSqmdkTZvYdYC3gYXzifjzwlKR1Cjj+18DuaXMHSYsM8pQICIQQQoHioio0qjogEBkCPSS1FLwYOBW/+LocGBktBYeVTlsuAC3IEJC0iqQTJd0m6U1JoyWNkvSSpOtTC7Y5ijpfp0u1Qo4DrgAmxQOCS5rZHeWOrKdk9QOKWi4ALcoQyDOzfwJLAdviQaI5KSgAYWY34/VpxsELDNaqS1RYQEDSgZIs93Fns8cMIYRuEwGB0KjqJQORIdAjUuGou4Ef4BdcuwObR0vB4SOtG185bXZSQKCwDAFJm0h6El8OsQewAjA9Xg9lEny5xFp40bNnJJ2WAmU9K9UKuQHYO+06AVjTzN4sb1S9JVXSz1p5FlVQEFqYIZBnZl+b2e+B+YCtzOyG7HuSvidp7iYO/0vgC2BtKgHJ/hQSEEgtNPep2r1IFEkOIQw3ERAIjYoMgR4kaUO8J/bCVFoK/jrShIed1fCJ8UvA0+UOpY8X8AJnZw/2wIFImlbSX/GslwVy3/oSeBS/a3sXkJ8Ejw/8HLhD0qyNnruTSVoerxWyKl4rZBMz29vMIi27WCPx98u3gccLPG7LMwTyzOwTM7so25Y0PXAh8KSkkyRN3cAxnwd+nTZPkjRigIcWlSFwBJ4Fkzcp8I0mjxtCCF0lAgKhUVFUsIfk0oSvxItdZS0Fbyt3ZKEkndZuEPAJg5kdaGanNfJ8Sd/As1++k9t9O7ARMJmZLWZmq5vZ8mY2I7Acfe/iLgb8RdKEDf4IHSfVCtmZvrVCljGzK8odWc8as1yg4NdWWzIEapgYuAMYgWeVPSdp95QRUY8j8WDJ/MCOAzym6YCApMWBH6XNB+kbAFys0eOGEEI3ioBAaFQUFewR/aQJn0i0FBy2OrTdYNPSnf2bqdz9+xz4qZmtaGZ/MrPR1c8xs7vxZQPn5HYvARze6vG2Q1oCcSHwG3wi90e8VshTpQ6st2UFBYusHwBtzhCoZmYvmdm6wLp4ps1UeKvKJyRtPNQ0fDP7CDgwbR4yQKZBERkCJ1L5nf0SeCz3vQgIhBCGlQgIhEbFkoEekGspuCqVNOG9oqXgsDYfXizsC4pd49w0SRNJml/SPHU+bwTwFyBL9/8M+K6ZDbr0ILVd+znwSG73jpKmqWcMnSb9Du8EfohPIvcENotaIa0jaSJg+bRZ9Gur7AwBAMzsH3jQbHt82dncwKV4TY6hOhd/vU0FHNzP95sKCEhaD1gjbV6XiiXml29EQCCEMKxEQCAMStKmklbOp8mmCWP+zTgyBLpIShPehUgTDmPrxHaDmW8CTwHX1fm8A/FJSuanZvavoT45/b07KrdrEmCTOsfQMSStj9cKWRRPlV7dzE7qpOUhPepbeD2K14BnCz52qRkCeanw4DnAvMBhwAlm9lL2/cHqC6Q2hHukzZ0kLVD1kIYDApLGw1smggdPfpm+joBACGHYioBAqEnSOMDp+MTxQ0m3SDoy9R7OZwlEhkCXSBXkLwZOwS+sLgOWjTThkHTycoG62w6mtcL753b9IV8MrQ5/oe8EZLWBHtipJI0r6QjgaryX/B14rZBbyh3ZsNGq+gHQIRkCeWY2yswONrP9sn2Svgm8Jul4SVPWeO6/8NfcuHi3i7xmMgR+jtcnADjfzB5NX+eXDMzd6x1FQgghLwICYTALAFlqbNYuaX/8Dt1kuceNlDRtm8cW6iRpfryCetZScDfgB2Y2qtSBhY4gaWJglbTZiQGBRtoO/orKBOIzvOBZ3czsM+CJ3K5FGjlOWdLf578DB6Rdp+JdRP5b3qiGnax+QCuW4nRMhsAgNgUmBPYCnpe0S41uAnvh3T++k25CZBoKCKQAxEFp8zP8b0MmnyEgPHsmhBCGhQgIhMHMBXw0hMf9GHhb0mOSqqP5oQNI2gi4F28p+Do+GTgl0oRDzmrABMDLeGp+p8nufg7pvSt1Ffh+btfZZvZGE+d/O/d119QQkLQMcD9eIPFTYAsz29XMvih3ZMOHpMmAZdNm0QUFoQMzBAZwAN7l4wlgajxT7XFJG1QXHjSzZ4Hfps2TUro/VAIC9QY/DqLyuj3ZzF7LnetDfClHJpYNhBCGjQgIhJrM7Fr8TXtJYFe8Ld3bNZ6yML7ON3SI1FLweOAKPKvjZqKlYOhfR7YbzKl3ycDO9H2fO7XJ8+c7EXR83ZRUK+SnwG3A7Pi69ZFmdmm5IxuWVsT/376YX09foK7IEDD3N2BxYAfgLbzWwJ/x96hqhwPvAgvhhQqhgQyBVERzp7T5NnBsPw+LOgIhhGEpAgJhUKlA0INmdqqZbQzMACyI30XsT6xH7RCSZgT+iadegq/FXLPJu6ShB1W1G6y3aF+71LtkYKPc1w+Y2fNNnn+q3NcfNHmslkoV7c8FzsSXe12FFw59rOYTQ6u0qt1gplsyBAAws6/M7ExgHuBIvA3oWEspzOx9Kmn+h6e0/0aWDByHvw4ADkvtDatF68EQwrAUAYFQtxThfwp4Jbf7AmAr4Gw6dzIxrEhaAW8puAqVloJ7m1kzvZtD75oX+Aa+Zrej2g3mDHnJQLojOHtuVxE1EWbJff1eAcdrCUlzAbcD2+K/s32BDVNadChHVlCwVa+trsgQqGZmH5vZgfjfn7Oy/ZK+J+kYSVOk/U/g6f6/ohL8GNJ7maSVqSwdehYPkvUnnyEQNQRCCMPGeIM/JIQBfZr7+utUubuR6t2hQOlO7y54NsB4+IXUhmb2dKkDC50uyw64tYN70b8DnIwHuAazdNX2A82cWNI09A0wPDHQY8sk6f/hXUSmwn9fm9fTYjEUT9JU+LI7iAyBfpnZq9nXqcjgicDceH2iQ4C9gWuBX+CtMmEIAYH0fnhSbtd+qY1of/IBgSklzWFmA2VChhBCz4gMgdCMaDvYYVJLwUuAX+PBgD/ga4YjGBAG08ntBgEwszfNbA8zO2jwRzN31XazRRJXqNq+q8njFUrSOJIOxidNUwH34LVCIhhQvpXxyvVPt7CrQ1dmCAzgK7wbyNPAtHhhwZOA+4ARVAoDDiVDYGtgqfT1nWZ2ZY3HPgHka6cMuGxA0mySdpV0taSXJI2WNErS45JOSQVNQwihK0RAIDQjnyEQAYGSSVoAuBvYHL9Q2hWvJh4tBUNNqd3gqmmzYwMCdZq6arvZFP+Nq7Y7ZqItaWrgGvxOqoAzgJXN7JVazwtt08p2g5muzhDIS8sSr8HT9nfCM13mx7N+jMr1Rs2AQPq7dmRu196DnPdj4D+5Xf0GBCTNhtdQ+jWwPjAHXgNhfLz44S7AY5I2rXW+EELoFBEQCM3IZwh0fMXtXpZrKbgQ8F9g1VQEshMrxYfOsyrebvAVOjQVHsZ0zJg1XZDX6/MmzjsF8L3crvvM7PGBHt9OkpbAWwp+G/8ZtzGzn5vZ6NrPDG3U6oKC0FsZAgCk1P7f49lLl+EBgHxrwsFuROxN37of10r6oNYHMGvu8QNlCGTBl+uAHwDTmdkU+HXQKsAjaWwXSYpaBCGEjhc1BEIzYslAyVJf5mOAPdOum4HNzOzNgZ8VwljWTZ87td1gZhbgJfxvz2BByPertqeg8c4AOwGT57bPGuiB7SRpW+B0YELgBWAjM3uo3FGFPEnTA4ukzZtaeKquyxBI6/unAUaY2etp39TAOXi9jjnwJQN5LwFzpq+3wbPi+jv2zIydETBFnUMcKCDwPr4cp89rLRXsvUXS2sCjwHT40oft6jxvCCG0VQQEQjPySwYiQ6DNUkvBy/D1qQDHA/tHF4HQgI6vH5Bkk51xaz7KVa/VnpuBW6UOKBUT3CO362ngvHqPUyRJEwCnAj9Nu64Ftkot2kJnWTV9ftTM3m7hebIMgY4LCKT/r5vgE/xsop99PTHepWib9PBRwAb0zQQYhb923wGWS/seAvarcdojgUmaHPq8kiY0sz7ZRalbx4CBNzN7U9Lf8J9pqYEeF0IInSICAqEZkSFQEkkrApcDMwEfA9sOUiwphH6l9nzz4O0GO2Zd/ACG3HYQuKNqeyUaW8N9MpUiZgB7lRl0kzQ7cAWwDL6e+iDgKDPruIlgAFrfbjCTBcnatmRA0iRUJvfVk/27zGyv9FDDJ/3q7zjAZNkXZvaFpJ8Cb+Hr+V/GM3smxrMBJgBuAdYY6HWYltFsnTZHA/MOtZ5GSvF/JG2OCyyML8mp1zvpc1xnhxA6XvyhCs2IooJtllIsd8WzAaKlYChClh1wWwe3G8xkk51BMwTM7ClJL+OTE4BtJR1Zz2Re0o7AVrldZ5rZX4c82oJJWhPvHDINXiRxCzP7R1njCUPSjoKCUHCGQHqvmZ6+k/w3U3thJI2PB6MHmuSPeZ2lSf6VVO70ZxP9l4FX+7kDf04/YzkLn5y/gS+Lq/U6PonK7+PsOotrPosHMLKfa3EaCwiskj4/1sBzQwihrSIgEJoRRQXbKLUUPAfYLO26FPhpdBEITeqW5QJQmexIkoZQ7+DX+B1+8AnNgXgl/kGlYMBpuV334cG4tpM0DrAvcDg+0XkArxfwUhnjCUMjaRZgPvz/7S0tPl1dRQXThH5WYHwzeyrtGwf/OzAXHgiYoOppNwMXwZhJ/hv4zYBsgp+f6D+bf6KZbVL/jzTGjsAW+M+2mZm9UePn2oDKMo3PgKPqOZGZfS7pFfznhxqtBwcZw9Jps9TlRSGEMBQREAjNiCUDbZJaCv4JWBC/87In8JsOLwAXOpykiaikNHdTQAB8AjTY5Ocs4GfAAmn7IElfAMeaWb/PTSn5x+LtOzP3AWuXUblf0pTA+Xh7M4BzgZ2r76qGjpS9th4ws0YLWg7VgEUFJe2AT/Lzaf0z4XfBb8rGaWb/SynzM6WnGl6LI5vsP1B16HnM7FNaSNKyeGAPYF8zGzCwImkEcFxu1xlZscI6PU2DAYH09yMrOnq1mV3XwPlDCKGtIiAQmhFFBdtA0sb4XYZJ8YuzTc3s9nJHFXrEKniF+teAjmijN4j8JH7QgICZfSppQ+BOvMK48GJjW0m6FHgQrxg+Kd7nfE1gHWBE7jB/BbZMhcTaKk3O/oTXeBiNBwLOqf2s0EFa1m5Q0kz0Xb8/YfrWNZKeMbN8m8yDqEzy8z5n7NfQ9sAneADgVTP7YqAxtCEYMC1eL2ME/jo4cZCn7ATMm77+BA/sNeIZYK309ZDbBqbg3TV4d4EXiO4CIYQuEQGB0Ix8hsC4kkakvsGhAOlux9FUWgreBGweLQVDgcYsF+iSbJPR+N23Ia+TNrMnJS0HXI2nb4NnDBw6yFM/wO9IntnIQJsl6YfA2Xj21cvAxmZ2XxljCQ1rqKCgpAmB2ajczZ8d+MzM8hPc++l/kr8AY6f6X4gHDLJ0/iy1/+3q172ZXVvPWFtF0rjAxfjv4Tlgu1p/o1K7woNyu35jZm81ePpncl9PK2lmM6vuWlJ9/knxLKvF8MD9Wmb2XoPnDyGEtoqAQGhG9d2BifBK5aFJqaXg5XhldIiWgqE1uql+QHZH8mcNPO8pSYvjdz93we+4D+RLPFjwGzP7qKGBNiGt7T4R2Dnt+gfwQzN7t91jCY2TNBcwJ77E67bcfgFT4ZP8SfLZXpKuwdeez9jPIV+k7x3vF9Kxs0n+5viyga3xJS5jmNk+Tf9A7fcrYG38xsNGQ8jQOQj/vYIXOzy+iXNXF+nNJvn9kjQx3vpzOeBtYE0ze6GJ84cQQlupO24KhU4kaRX8rnVmplrFfsLQpJaCf8QvCj8GfmRmfyp3VKHXSJobv/P2FTBNGZPfskiaExiJp/ZOhacZ57sJbGlmF5cwrlnw1/7yadfhwKED1TsInScrdilpO7zewwvA9fRdvz9pevgLZjZ37rl34f8vwQPu+Tv6z5nZ8bnH9imqKekrPCAwy2B3szudpHWBv+FLfLYxswtKHtKAUjbHtfjykPeB1czs4XJHFUII9YkMgdCM/jIEQoPSnaPd8Dsb4+Jrujc0s2dqPjGExmTZAbd3SzAgd3d1HOA9M2uoxVqqzv9S1XGnx+sHAJwh6W4ze66pAddB0qrAZWkcH+JBidJaHIaBSZoH+AZ9J/nZ16PxtP2sfsAEwA79HOZt4I2qif0uVO76v1crRb6f79XVZaBTSZoDXyogvM1nJwcDJgCuwv+tPwLWjWBACKEbRUAgNOOzqu0oLNggSZPhLQU3TbsuBbY3s0/KG1XocV21XCAZD8hS56fG78g1Ld3R3QZ4GJgBmAy4TNLytYqqFSEFI/YEjsEDgQ/jKdLPt/K8YWzp32Ja+q7dnwOY0Mx2zD30Iip38qt9mdr3ZfUDrsQni/m1+6/0V5DPzO5pYtxKmw0FyTpBmmBfgb+278MD5B0p1fi5HA8GKLULAAAgAElEQVQifgJ8u9F/vxBCKFsEBEIzqgMCkSHQAEkL4heNWUvB3YHTuqTIW+hCKc21m9oNZqrbDhbGzN5MQYG/45OrJfEWZi2blKRA4HnARmnXhcAOra7ePlxJGg+YBZ/kT5tfiiXpMmA9+n8f+1LSTrmMlMeBSeg7yc9/nheYGc8W2NfMqt8ri5Z/LXRzhsDJeA2F94FNOrW1Zq7g4fr4ddB60fknhNDNIiAQmlF90RoZAnWStAnwOyotBTc2szvLHVUYBlbGJz6vAY+WPJZ65AMC4w74qAaZ2T9SUCBb122SpmhFy8EUCPwTnl7+JbAr8H8RCGycpInzwRRJO+CFWbO7/bNQmTx/KWnC3CRfVIIBbzD2JH884AsAM/vxIOPIsgnubEMwAPq+FroyQ0DSlsCOgOFFNF8qd0Q1rQBskr4eB7jUkzT6Z2b9FYkMIYSOEQGB0IzIEGhQSjc8Fs8GgGgpGNorWy5wXTdNQFNqv+GTt0IzBHLnuLAVx82TtCkeCJwED8psbGZ3tfq8vUDSQsBCjL1+fw5gEkkT5Sb5q1OZuGW+AF7BJ/qT4un8APunj1fMbHSTw2yo3WATujpDQNKieDtRgCPMrNOzlvK/7wnwZUYhhNC1IiAQmhFFBRsgaSa8eFjWUvBY4MBoKRjaqBvrB2S+xt+7WhIQaKV+AoE3Aj9ool96z0jtFmdl7In+LPj67GySfwhjT/LzZgBeT19fAtxL37v9b/ZXjLKoApJV9QPaFRDo2gwBSZPjS+YmAm7AW352NDO7iUrNhhBC6HoREAjN+BK/+MguzGPJwCAkrYQXIpoRvzO1jZldVe6ownCS+qPPj9er+GfJw2lENuEpfMlAK0maEX/tZ4HAY4BfDZdAoKQpqEz2Z8eXR/wvfe8s4CcMPMmakUof+IfwIEH12v2Xgf/kO2aU9Ld1Ybww4ad4MKIdujJDIBVD/B1ec+FVYItosRlCCO0XAYHQsJS++xme9gqRITCgdOGzO16kbFzgMbySeLQUDO2WZQfc0Yq18W2QBQS6JkNA0op4MGAm4GM8EPjnckdVnHRXfEbgjdwkfzvg+1SCAFNUPe3PVO7kf4QHAz6n/4n+qOxJZnYUcFSrfpYCZO0Gb211h4qcbs0Q2B0vqPklXkTwnZLHE0IIw1IEBEKzPqUSEIgMgX6kSuLnUklzvQT4abQUDCUZUz+g1FE07hJgBGMvWeo4KRC4C3AC/n77OLBhtwYCJS2GV4HP0vmz1P7Z8H+TmalM8hcCvlt1iHepTPTHz+0/Ln283U01LQaQBQT+3cZzdl2GQMqWOy5t7h41NEIIoTwREAjNyhcWjAyBKv1UEt+DaCkYSpLaDWYTlm6sHzBohfdOIWlS4Gxg87TrD8D2ZjZq4Ge1XwpaTEXfdfv5r9fLFTvdGthzgEN9jWdAZAGBK4Fnqdzlf2Wgn71XaiikdnSrpM121Q+ALssQSMtnLsPHfSlwerkjCiGE4S0CAqFZ+bt0ERDISZXEz8UrWb+Gp0RGS8FQppXwTJ7XgYdLHkvPkjQfHghcGK/VsCfwmzICgWmSOjN9J/pnmtl76SFHA/vUOMRcQBYQeAD4B5VJfj61/7/5egjpb91w+3u3BL404iPgwTaeN8sQsE4PNksaDw+OzQQ8gWfLdfSYQwih10VAIDQrnyEQSwYYU0n8OGC3tOvfeEvBnrgLFrpaV7YbzEvV6McFRvdXLb5skr4PnA9Mhvez38TMbmvh+SbGJ/ovmdnnad8WwM/wyf+sjF2A8Ubg7vR1VqzvLaoK9KXPY5Y3mNkl+JKN0L+su8DNbS4Wmf37dtzroR9H4FkUo/A6Oh2VMRNCCMNRBARCswpdMpDSV1cF1gNG4tWHp8DT7d/BL07/BVxmZi81e76ipZaClwMrpl3RUjB0km5uN5h5FZgOWARfk98R0p3PI6jcbb8V2MzMXh/4WXUdf1FgDfre6Z8d/10ALEdlkj8tsHLu6V/hv7dssp+vX3IucLaZ5f+Wh8Zky3HauVwAKhkCHV0/QNL3qLw+fmxmT5U5nhBCCC4CAqFZ+SUDTWUIpBT7w/CWaNXGx4sXzgGsBRwu6Vxg7065wyBpZXxdZLQUDB1H0px4LYuv8X7f3arj2g5Kmh5Pg87uEJ8M7GNmXw7yvBF4C73qSX72eUszu///s3fe4VZUVx9+lw0r9q6AWDCKXVGxXexRExvGrkk01i8mX4rRxBRTTDTRxMRojBr9wBK7Mdao4YqCBRUrdrlgQxFBERER1vfH2sPMmXvOuafPOeeu93nmuXfm7JnZt5w5e//2Wr8Vmg8L183HTMwHIOIe4Ajilf53C5Vzc3PT2hD+llFJyUYaCkILRAiIyHpY5AzAhap6Q5b9cRzHcWJcEHCqpeoIARFZCbgK2Df10lzgJSwyYAksl3XV8NqiwEnAjiKyr6pOruTetSBENXwPiwaISgoepKqvZtUnx8nD3uHrI6o6I9OeVEdTlR0Uke2Am7CJ/Szgm9FkJxgLpif5VyaeDScDFxa5/LpAJAiMx6KPkuH8k4FJ6b9nqGLQkpUMWphtMNF6GvBcg+/d1BECIrIE9h5ZFhgLnJ5tjxzHcZwkLgg41VKVqaCIDAT+gw18I8YAFwB3quqcVPttsRrUUWjmYOB2Edk+i5DXUFLwH8DwcOga4ERfdXOakHZIF4B40pOpIBCEwNOxNIFFgJeBg4B1RWQ8JgAsn+fU8Zj7PtiE/vPwNWeSH74+HZ2kqg9haQhOcxJ9JnVm4G3RtBEC4X1yMbAZMBX4mqp+nm2vHMdxnCQuCDjVUrGpoIisCXRiNawBPgNOU9XLCp2jqo+JyB7ApcDx4fBm2KC8UDmsuiAiG2GltaKSgv8LXNyqZm1O+yIifbD8c2h9QaDhKQPhvX4I8Ur/ACxiKRIlHgX2UtWPQ4WBzROnTyd3kt+VeO0OYIlmNEd0yiZKF2m0fwA0d4TAccDXsfft4ar6drbdcRzHcdK4IOBUS0UpAyHf8t/EYsBsrN71Az2dq6rzReQUYAiwaTh8koj8VlU/KLUP1SAih2JmXEthJQWHq+qjjbi341TAjtj/6hQSq84tSk1SBoI7/3p0z92Pvj9NVW8OzTcAflHgUh8BF6nqx2F/LJb+NBmYnDjeDTcbbQ9EZHFgh7DbaP8AaNIIARHZErgo7J5Vyue74ziO03hcEHCqpVJTwZ9jNZsjTihnsKCqc0XkHMzIK7r3IcAlZfShbPKUFPwvturhJQWdZqblyw0miFZBC0YIiMhCmLlncoLfH7guUQJwT+DWIvdZJ/H9C8DlwOJYWsCSmLfJ4ap6f/Kk8Cy4q9QfxmkLtgP6YIJbFs75kTjWNIKAiKyARdD1wSJhzs22R47jOE4hXBBwqqXsCIGwavCjxKF/qurVFdz7dqycVvR/3EEdBQERWQMz9YpWgn4H/NRX+ZwWoF38AwDuBVYH+orI7sDrqjoRQER2xJzM18aMR9O8AUSCwGTMAC4K55+U+v611HnvAj8N+48Ah3j4sxNYUG4wI8EtEseaImUgCHIjsNSaicAxnhbjOI7TvLgg4FRLJaaCPyP+35uN5d6XjarOFpEJxGkDgyu5TimIyC5YScFVsZKCx6jqv+p1P8epFSLSD9gIWz28v4fmmRNMyBaOhLZgPHoK8Wr/IKAvcGA45QfA+eH7T4GB4ft5WDpPcqK/IK1HVZ8CViqhPysC12IRBWAh0N93YzQnQeQfkEW6ADRfhMAZWNrMHOBgVZ2ecX8cx3GcIrgg4FRLWaaCwXDrq4lDl6nqlCruPzXx/YpVXCcveUoKPocNcLykoNMqRNEBj6rqh5n2JCAiS2HGe/3pHtbfH0spiib5y5HfMHQWNslPipIvAjuH4+9UG70jIltj5dL6Y8+6b6nqNdVc02kvwv/ydmE3C0NBaCJTQRHZDfhV2D1VVcdn2R/HcRynZ1wQcKql3AiBbwOS2P9zlfdPliVcuspr5SAifbGSggeHQ1djJQU/LXyW4zQdDU0XCGZ9aYO+/sC/VfWG0GwQceh+Pvonvn8D+CNWTWRXbBX0WOCadHh2KD1ak9J8InI88FdgMSx94GBVfbYW13baih2xsdRkLDw+C5rCVFBE1gKuwwSKK1X1iiz74ziO45SGCwJOtZQcIRBW2w9OHHpKVV+v8v7JOt+zqrzWAkRkY8wQaRBWUvC7wCVtYMjm9CJEZDFqWG4wvIdXJJ7sT1LVJ8NrXwJGUzgMfzrmwQHx5CkZzp/M338zOklVZ4jIFOLUouMr9BwpieAYfxFWLg3Mq+RYVZ1Rr3s6Lc2CcoMZfj5kHiEQnjU3ACsDzwCnZtUXx3EcpzxcEHCqJSkILCoiixQJ090IMwOLqMWK5ZqJ72ti8JUqKfgWZh7mJQWdVmRHLHLmfaDH0N1QRaOPqn4S9lfFwn+jlf5+5Ap/fwaeDN9PJRYDZtJ9sj82OimUBx1ICYSV+sih/IeqemUp51WCiAzAUgS2wlZbzwLOdUM0pwiRoWBW/gHQHBEC5wHbY2U4Dw7ROo7jOE4L4IKAUy3p8PklsMlAPrZJ7T9VzY2D2Ve/xKEXq7zeosDvge+EQw9gZcWmFj7LcZqaZLnB+QAisgS2qpkM54++roGtjkfvgXnAt/Jc911skv9m4tg0zBdgEvBRLVZLReRg4NKwe66q/qHaaxa5116YeeAK2M9yuKreV6/7Oa2PiCyLiUeQrSCQaYRAENGjZ8axNYj8cxzHcRqICwJOtaRXAYoJAuum9qut17xDan9s3lYlkKek4G+xkoKZmzQ5TimEcP5VyM3d/0Z4eeFE06WAO4tcaq3E99OwqiBvEq/2v6Wqc9InBQHgmUr7X4DPw3YNcGaNrw0sKJH2E+BszN/kCWyFc3I97ue0FTtjk/FXVfXNnhrXkcwiBEKq0OVh93defcdxHKf1cEHAqZZ8EQKFWCG1X63j+fDUfrFJTkG8pKDTCoQc3bWJJ/tTVPWe8Nry2Kp9nwKnJ702pgGPA+8R5+wnQ/vfixqGSf6vyAhV/beIbAtMqEd+dvi9jcRKpAH8HfiOqn5W63s5bUnW5QYjMokQEJGlMa+dpbHfwU8beX/HcRynNrgg4FRLOkKgmLFgekBf8aA7hGrunzjUqapdZV5DsHJmv8NWWJ7FVgZfq7RfjlMp4X96iagMZwjtv4o4nH81cit03AbcE76fga0OzgfewSb2iwBDMJf+30YnhYn1tnX8UapCRAYBn6vqRIB6OfuLyObYZGYgVq3k5Hr6EzhtSeQfkFW5wYiGRwiEz8/LgC9hYuTh1Zb5dBzHcbLBBQGnWvKlDBRiemp/WWwiUwmnAn0T+78v5+Q8JQVHAid5SUGnnojIwsAhdM/d74/9P98GHBiafwZ8hdz31GfEK/mRmR+qqiKyAfCeqs4N97olvHyVqhYr8dc0iMjawH3AIiKyu6pOqNN9jsG8CRYHujAhsCpPE6d3ISIrYaUwAToz7ApkEyFwKnBYuOfXVPW9Hto7juM4TYoLAk61pCfQxSIE3krtr4tNbsoimAl+L3HoecqoWBBKCt4CbICVFPwO8DcvKehUSihVF4Xzpyf6L6rqKaHpfEyIKiScLRd9Eyb5p2JpLJEIMLXQ/6mqLnh/hfSC3cNuLap51J0wwfoP9nt8GauMUOt79AH+CJwcDt0NHKWq1aYvOb2PXcLXF5pgMtzQCAER2Q64IOz+sFUER8dxHCc/Lgg41VJOhMCY1P5OVBZq+UesFjrYAOjEUifzInIYVlJwSUygGK6qj1XQB6eXEEJjlyd3oj8zCi8Pr0+jsBi2bPRNmOTfiqXPdMvfV9VZyROrCGEfCiyDlQJs+pVvEVkGm5xviBkY7hFKE9byHmtjJQWHYL//s4FfeUlBp0KaJV0AGhghICIrAzcCi2Lvpz/V+56O4zhOfXFBwKmWckwFX8AmP1GpwG+IyG/KyTsUkZOBoxOHfq+qPVYXCCumvwdOC4fuB47wkoKOiCyCldtbSlVfTBy/CcuP7YeZZiV5CrgSFkzy38Tc+dMGfZOAHE8KVT2yPj9JDlG5wXubfcIbVu1vA7bGhJU9a+3YLiK7Af8EVsJSl45U1ZaInHCalmYxFIQGRQiElKdrsWfdK8BxHlnnOI7T+rgg4FTLHGy1LTI7K5gyECZOf8RW+MFWWs8CflHKjYIY8NfEoYewkmg9nbcmVlJwaDh0DvAzLynY+wi54xuQG9q/Fjagfoq4pjjAYGBQYv994lX951OX3hqY1USD40gQaOpJb2KCsSvwCfBlVa22HGny+gKcjr3nFwLGY34BE2t1D6f3ISKrY2KhAg9m3B1oXITAz7FUpE+x99HHdb6f4ziO0wBcEGhSRGRdLLR1LWAxbFXrJWBsM5XECpP8z4gjA4pFCIAZeX0L2Cjs/0xEPgfOLTRBF5F+wLmYgVHEeGB/Vf282M1EpAMrKbgK8BFWUvD2HvrotBAh93wAuXn70fcfquoeieY/JneSH/EF3VfX/jccnwS8qarp9JgFqOonlfa/1ojIWsAm2GTlPxl3pyeWwf5OnwMHqOq4Wl04VG24ktik8SrglGJ/R8cpkY7w9ekm8Z+oe4SAiOxDXFbwBFVNi6KO4zhOi+KCQJMhIgdgH7pbFmjyiYhcBZxd6xzbKviUWAgoZiqIqs4WkYOBsVhetgC/AY4Wkeuwif50LER7ELYasReWrxhxH5b7X3B1IqwM/gArt+YlBVsUEVkUWJPcib6o6q8SzcZgq/75mJbavxFYgTicPwrtn5IWpFo4pHzv8PXxJnpG5EVVZ4jIrsBWqlqz0GsRGYwZh66PiQ3fBi5roggOp7VpJv8AqHOEgIgMAK4Ouxer6jX1uI/jOI6TDS4INAkhj/YKoKf84qWB/wEOFZHhqjq67p3rmeSKW08RAqjqS8Gl+N/EE7kNMZOvYnwC/BI4v1hedCgpeCVwUDg0Aqsx7iUFm4xgJtcPWD7pVC0i1wA7Y7n9C6VO+wBICgJd2EpzcpKfzOFfgKr+lPan6dMFRGQTVX0OIAh7tRQDDgcux8TJNzEhsGaRB45DLAg0g38A1DFCIFRQuQkT8B8nt8KP4ziO0wa4INAEiMhCWFj7/qmX5mGTmo+AdUi4lQMrA3eHWt2PNKSjhUlOtHsUBABU9RUR2Qw4ESv7t06R5pOBkcBFqjql2HVTJQU/D9e+1FcGG4+ISPL3LiJfx3L0o3D+ftggE2ySv3Li9JWxdBmwv2PSqK8rde0vN7txXqMIERVNXW5QRL4JXCEiZwDn1eq9WcA49PBmj5JwWgsR6Q8MxD6fH8q4OxH1jBC4EHtuTwMOUdU5dbiH4ziOkyEuCDQHP6S7GPA3rCTWO7BANNgfK/ETufQvCdwgIoNV9aNGdTYPyQiBoikDSYIXwoXAhSKyPmbMtjLQFxMZ3gKeUdWXS7lenpXB4ar6eKn9ccon+DusS/fc/X7A4sT/qwBHAHukrwHMAN4WkUVVdW449mMsdWYS8H6xCb+LATlsj71/PgCeyLgv3QgpUZeF3ZVqeN01MOPQHcKh3wA/d+NQpw5E1QXGNZGpXl0iBETkWOAEzI/kSFWdXMvrO47jOM2BCwIZIyIrAj9JHT5TVX+XPBAmPbeKyOPAw5iJGtgq6vcw99+sKCtlIB+q+irwaiXnhpXBP2B5wuArgzVBRJaju1Hfiqp6XKLZFcQr0vmusZSqzgq7N2JO/smQ/sn5BtWq2nST2RahacsNisgwrPTfQsA/gNNrER0gIjtjYsCqwMfA0W4c6tSRZio3GFHzCAER2RRbmADzLLq3Vtd2HKe5EZEl3IC3d+GCQPacjuU/R4zGHPXzoqpvi8jx2KQ34n9F5M+qmjZQaxTJlIGSIwRqQSgpeCO2Mgq+MlgSIeJkdWySv4aq3px47e/AodhKc75zv53wY3gJWJvcnP3k9ws+UFT1Mpx605T+ASKyFfAvoA9wG3BitWJAMA79X+A8bIX0OcwvoCJh0XF6IvzPNZuhINQ4QiBU6LgZi/K6l1zPFsdx2pCwQHkocDRWYWmnbHvkNBIXBDIkTMq+kTr8i54Gyqr6gIg8RPxmXQb4GnBJ7XtZElVHCFRCYsUxKil4tKr+u1H3b2ZEZPFkeUoROQYbyEYr/WuTqNwQVvKjSf5CxGLANLpP8heY/KlqFJXhZEwIm98MC+9tmtU8ERkE3IM9pzqx6J0vqrzmMlh0yiHh0DWYyDCr8FmOUzXrYlF5c7FKOc1CzSIEguhxFbAe9sw/qtmijRzHKQ8R2QErYT4uWSY5GJrvAxwD7EvuuHCgqr7R6L462eCCQLYMJddI7Q1swFwKV5Cr3h1AdoJA2aaC1RAGLD/ESgouBDyDrQy+Xu97NxPBd2Fjuufu9wdWSU3ydwaOTV1iHubTMInYtwHs93o+Fs7vE6zWISo3OK7J0mX2xPwCngT2TwpVlSAiX8JWL7+ErWJ8FyuF5sahTr2JogMeabKqNbWMEPg+Np74HPPhaaZnieM4lfFjbOI/X0SeweYby2HeXcsWOOcorLJX2xHmEQOATTCRdzlgDlb2/FVsHFXVWKXVcEEgW/ZN7d9XxqD2vtR+Rypfu5FUZCpYCSGU8UrgwHDo/4BTmmxwVhUisghWbi89ye+HDdCin/VHwHF5L2L0w0L6wSovvE7uSv+7+VZqe5uw0kY0ZbqAqv5FRGYA91RrwiYiw7H3/9LAO5jreTOt1DrtTbOVG4yoSYRA8OOI/Iu+6+U6Haf1CdHI24XdhYAtwlaIx7Cx9Q117lpNEZFLgJPC7iRVHZB6fXlM7Nwbe5YXMzaeKyJ3An9S1Qfr0N2mwwWBbNk8tV/ywFZV3xGRLmJzwcWAjYAsPsAbEiEgIoOxie362OrFacDfW21lUESWIneSPyJSIkXk91he9MIFTl8biKouPI/9vZOT/OTXD6OTVPUu4K5a/yxOcxBEpKiCwz1Z9gVARJYGiEITVXVklddbBJuofD8cehA4VFXfq+a6jlMqYUUpMhRsJv8AqEGEgIisjpU/Xhi4mthQ0HGcFiVMgr9F4SiAfGyFCQcbisgZLWQuuF/i+5z0YRH5K3A8NlcqhUUx8eAAERkBfLuJqsrUBRcEsuVLqf0JZZ4/gVgQiK6XhSBQ9wgBETkCK1cWlRQ8uBlXL8KgcSVgerT6LiKHYkYtkQCQViUfJJ7kz8QGZF9gP2c6f39B+Kaq/gkrQ+k422Mf+NPI5hmwgJCTeCuwtIjsq6of9nROD9dbFZuo7BIO/R74cbU+BI5TJhthfjWzsRW0ZiKKEKhIEBCRRbH32GrAC8BJrSa0O45jhPfz3pgvwFcwM99yWATYBlgHS8lrekRkCyz0PyLtJ7Yt+cWAecC7wHuYCNCf7uLJMZg4slvSf6HdcEEgI0RkCXJrtINNAMsh3X5Q5T2qirqZCoaSgucD/xMO3QcckXVeo4hsCAyhe1m+ftjvYEPiSf4g4hSHiI+JJ/qSOH4J5g8xxSslOGUQpQv8J8v/GxGJVhd3B2ZhA4qKBQERGYpVEVkD+AT4erIihuM0kCg6YIyqzsm0J92JIgQqfe+fg3kSzcTEdveOcZwWIixGbY1NXg+jcDj8F1ha4QhgDBapPBRbVNgWS8eLGNtCwuBXE9/PpLgf2wzgWuBO4CFVnRm9EMYwO2HeCUmftiGY2erw2nS3+XBBIDtWInciOBd4v8xrvJ3aX6WqHlVOXVIGRGQtLIcpKin4a6wKQ90mPMG9PJm3n/z+mER+/deAswtcRrEJTCQI3IWt3C4oy6eqH+U9UXVqDX4Mp/eRuX9AGJBcjH1gzgUOUNUnq7jWqcAfsc+pF4GDVPWloic6Tv1oxnKDERVHCIjIQcAPwu43VfXlYu0dx2keRKQ/cCQmBBRbFByHiQDXp8aZ7xLGDWEyPBgbcw/FyqC3Cl9JfH+vqn6ep00XNo+4tlAaRJhfdIYqZhcDJyRePlhEhqlqs3nI1AQXBLJj6dT+pxUocWkVP33NRlHzlAER2RUrKbgypuYdrap3VHnNhTDRJDnJv1pVp4TXz8Ac9gsxEDPmA6t5/gCJST7xiv9byRUkVX0CeKKavjtOIULub+RHkmW5wV9jH56KRfHcX8lFgsfGpdggB0wUPK6dQ/Wc5iZ8dnSE3WYcDFZkKhgq1VwZdi9Q1Ztq2ivHcWqOiPTFhPdjiFPp8jEZi9gbWYqYHibDz4StZTxEQsnlLROH8pUf/zlm3J5PKOiGqs4TkVPCdbdOvHQ8zfkZUDUuCGRHevJeSXmLtMJVV0EgqIdL51ndrlmEQFgZPB0LYYxKCh5USi3UkF6wNhZuPysc+yrwHUwAWJvuuVTPAFPC99HX6eQ36ns2OklVb8XypB0na6Jyg0+oarlRRjVBRL6HlTUCOLHSiUWYoNyCrVLMw8qL/qmFwhad9mQzYHksFLUZxd2yTQVFZEmsfGdf4GHgjDr0y3GcGhCMdfcEjsbM7hYv0HQmlmY3EhitqrUoRdrs7EcccT0PSwXIQVW7HeuJIAqcR261hb0q6mEL4IJAdqTfzCWpVinSeYx1c/gPbAE8JiJPYQpZJ/AQNYoQCCUFr8IedoTvT0mH9ojIICxHOR3Svxr2UNiTuCzjCsShnmADpneIJ/kzEq/dANyczCdynBYgEgQySRcQkeUwEQ/gTFW9rMLr7I+FNPbFDH6+pqqtFLLotC/RZ8hDTWpmWVaEQBDeL8FqcL+HVeyYm2qzHfBIntPXUNV3S+2YiPwa+Enq8ExgWRf6HKcw4X26BSYCHA6sWqDpPCw6cCRwezuV4S6RpH/AI6o6rYbXfii1v6KILNmOv2MXBLIjHRFQaimMJOnV7kqiDMqhAxt4bB22H2IPouTqfR8RWagcVTKs7A8F/oGZkH0B3I4JDTeGHKlvq2pnOGV74KICl5uNreREPAgcSxzS/3Z64BPRjm9wp71JrBpARoKAqs4I9csPAk4CfEsAACAASURBVM4t9/wQefQr4MxwaAwmBrxTu146TlU0a7nBiHIjBL6FhRvPBw4r8F4rVKd8YyzvuEeCD9D38rz0tIsBjpOf8L45EhMCNi7S9ClMBLiuGUrwisiBWIRfrfmFqub17AqRTrslDuVLF6iG6XmOLUtuZHRb4IJAdqTzYQuF/xQjHRFQ7xzbYXmOLQysnzo2VkQewKIIxpYw0f4xlt8TsQg2uUiyHrFr6AtYuH4ynD/6/oPkQENVJwITe7i/47Qq2wLLYU7+jzfyxiKyRBS9o6qvAL+r4BorY26/u4dDFwI/LCTaOU6jCaLbzmG3WQWBkiMERGRr4C9h98cJoT1NMUGgVH+Qc8gfufh0iec7Tq8gGFofhIkAu5JrOp7kbWJfgBca1L1SGVqn644t8tru5M6fbq/xvdfMc6yWEQhNgwsC2ZGevC8pIlKmar5UD9esNacBt2GRAsOA1Qu02zZsPwa+TeHV/IhC1RGmYuZ9Y7AcRwBUdRzdBQPH6Y1kUm4w1Py9U0S+qar3VHiNIcBNmLfHp5hx4D9r2E3HqQVbActgK0XPZNyXQpQUISAiK2DvucWAfwHnFWm+eeL7NzBTXSi+Ypm811bAUWH3HSzcOern+FKu4TjtTIiO2w2L1jmQwim3szC/jxFAZxOXpN6+5yZlMx94rMjryeoCr9WhEtFOqf1JpRoTthouCGTHB5gbd6QCLopNjMsJ+0krV3U1FAsl914HLgu5TRtg4sBw4hW+ND26carqKSJyP/Y72DFcczBWYWDXsP1URJ4l9i4YraoV1zd3nDah4eUGg/HfPdjz6vsicm85QmZ4dpwA/BmbmLyCGYc222qH40DsH9DZxAZdPUYIhEoJV2N+O68DXy/0vg1REZskDo0kjuIrSRAAzice3/wfcUoQuCDg9GJEZFMsEuBICi+szccicUYCt0ZG2U3OmVgq84pYlbCIJ+nZtPQa4sXBT4H9w/dzVPXjfCeEscR+iUO1jg4A+GZq/6463KMpcEEgI1R1tohMxj6cI/pRniDQL7XfsBrdYSDxMvCyiDxG7gf8PdiqCsCEEq8X5R1dDyAiq2BhmsMwgWAjYNOwfQdQEXkGEwdGYWZP+XJ9HKctEZHViEvtNKTcoIisiRl2roK954eXKQYsgdX2/Xo4dCs2Mcn7ge84TUAkCDRzqalSIgR+ggmIn2Hv2xlF2m5Ibhju9diAvg8lCAIicgBxObSnsEi/iLmUOC5wnHYhlAc+AosG2LRI0+ewSIBrW81HR1UfAhCR3VIvPVysDHFIl1g5cei5EssWb4OZiUfU1D9ARPYhTheLuKqW92gmXBDIlpfIFQQ2AsaVcf6X8lwvC9LlD8/EQivXrNQ4KJRPuylsiMiq2AAjEgg2xEIaNwe+iwkE48kVCNLlER2nnYjK3zzVCEOhEG58L/bMehXYu5z3mIgMxMIeN8cmLmcCv3dzMadZEZE+wA5ht1n9A6CHCAER2QOITLlOUdWecviT6QKfYGOLFzABclkRWUtV3ypwr0XJTUX4PnElFIAX2jXk1nGSiMhSWNWso4E9iN+naaZgK+QjVbVZ05LKYfPUfinPm6RnQqkeI8l0gekkUourJYx3Lk0dvk1VG+rV1EhcEMiWp8mtaTkUC63rkaA2DkgcylJ1T5sGLhkG+XkHDJUQJjw3hC36+ZMCwQbYYGVLzNV4fiiP2IkJBA/7KqTTZjQsXSAMbO7EVgffAfYMol2p5++DhSsvj3mDHKaqzTzBchwwL5wlsHS8Zl7VLhghICJrA9dhA+7LVfXKEq6XNBR8VlU1pOxFEUkbU/jz/WRio+HbVbVTRJLhwm4o6LQtITWnA4sEOBhYukDT2Zgj/0jggSYtZ1op5QoCaQPTSgSBu2v1O0ykV62VOPwR5qPWtrggkC13AD9K7O9ehrHgnqn9Uapab1PBQqQjBPK5CteUUAf5n2GLQpmTAsF6xOURfwDME5EniQWCMao6s979dJx6kEG5we8A22Eq/J6q2lXKScE06WfAT7EJyWPAIar6Zp366Ti1JKqsM6rJI1nyRgiEkr43Yjm9T2Emv6WQHNBHg/NnE8c2Jk+akogsh73fwcoHn57neu4f4LQdIrIRJgIcSe5EMoli488RwC1tPAZNvt9LWawsWxAQkX7AZolDtUwX+D3xgkvEie0+bnFBIFvGYuaCK4X9gdhktpRcxeNS+/+qXbfKJh0h8O2woji6UJ6iiPQF1q6VkZiqvo2VL7s2XH8t7HfZgQ3qBgJDwnY6JhA8QWxSOCZDQcVxymUItto+g+IOvLXiPMzEtORSRyHk7hricOGLge+p6pz6dNFxak7kH9Ds0SyFIgTOx6IcZmC+AZ+VeL18E/i0IJCPszDxAeBvqvpyiOZbNc/1HKelCV5Xh2NCwJZFmk7AIgGuafdJZUiz2jBxaEIJKULJ5818cp81hUhGB3yBeZdVjYichkUZJzlPVa+vxfWbGRcEMkRV54vIVdgKdsTPRaSz2GpEMOxIlsKYSQilz4h0X/cP2/yQ1z8qbC9h1QgOwEqtvExxc5XKO2T5jVeHLVITO4gFggHE5RHPAL4QkXHkCgRpocNxmoVkucG6hBoGB1/U+AI4tYxzt8T8AgZgEUQnqurIevTTceqBiCyJRcVAcxsKQp4IARE5HPifsHu0qk4s5UIi0h9YIXGoUIRA+ryBxBEIHxF7FiRX/5TmLd3oOD0SjHG/ivkC7E0sxqV5H0vVGYn5/DRzhFEtGUzu3LLoan+IYko+T14tceydFAQKLj6Wg4gcAfwpdfgqeq6Q0Ba4IJA95wInEecZ7YKlEfwuX+MQGn956vCFqvpB3XrYM1sVOL5QeG0rckWPiE1EZN1QzrCuqOpkLExrBICIDCBXIOiH1VDdHvgxMFdEHicWCMaqajo1wnGyohH+AWcDa4jISeWIDiLyDeASzJH8DaykoE8CnFZjKFYW8y3gtYz70hM5EQIhfDkaJ5yjqneUca3kat0XwPMAqjpVRKZgrt4b5TnvXOz3BfCbxJgkeb033MvHaTVCTvlOmAhwCNC3QNM5wG2YCPAfVZ3bmB42FZul9nsK/98YKzleantEZGls7B5RdbqAiOyHebglzQ1vAY7vLWJOIcdLp0GED81zUod/KyIXi8ga0QERWSiU8hlLrpngO1hYYGao6sOYgnYF8CBmGlYq94rIr0Vkt6C8NgRV7VLVq1T169jvcyCWhjESGwAuirlLn4XVgp0hIqNF5JciMkxEFs9/ZaedEZEOEdHElv7wa0QfViEW4WoSJpfnHt/B8v6Pw9yRSzlncRH5O/APTAy4A9jaxQCnRVlQbrAFBoQLIgRCCa+bgSWBB4hz+ksluaL/UirNIIoSWCZEEgAgIkOB4WG3C/hzgeu5oaDTMojIIBH5NSZsd2Kfh/nEgAeB44FVVfUwVb2zl4oB0BhDwb2wMUbE7SWcUxARGYZ5rSQXye8DDlfVvJVb2hGPEGgOzsVWI/ZLHDsZOEFEJmHhd+sAy6XOmw18rRahMtWiqueKyGFYSsDKPbVPsC5WH/knwOci8ihxisGjjcg3DoO9iWH7RwiVjvwchoVtDUwh3gmbKM0Jfe0MfX2sjPxMp3VJfnh9TjbO41FlkvGqOqXWFxeRo4nD5s5S1R6jEMLk4CbMxFOxScg5qlqsLrrjNDORoWCz+wdAboTA5VgO79vAERUMaPMZCkY8Q2xmujEwKXx/QaLNGanPbTcUdJqGML6TQp9NIrIScBgWDTCkyKVewSJOrynVZLeX0AhBIJkuMEFV3yjhnLyIyLaYoJBc5BsLHNjbyqO6INAEBC+BQ4ArsQdRxMLYxDQf0zCToDH17l8ZfIrVKE/zBfA4NnhYGsvbXyVPu8WAncP2c+AzERlLLBCMa8QbNAgEr4ftivABsh65AsFqWHrHLom+PkIsEDzu5mltSfLDbkJGqwB1SxcQka9gzyGAP9I9einfOXtguZIrAh9ik5BuDuSO0yqEVfZtwm6z+wdAHCGwLTZY/gJbLCi5NGiCYiv6aR+Bu8JCwLbh2KNJ863we1w3cY4LAk7WDADGh/HaGGzyNx6LCDoG2IfCc6NpWGWrEdh4tNkjhxpKGCsnfcEmlbBgWZaAENI39kkcqjhdQEQ2xcZRydKQ44F9VHVWpddtVVwQaBLC6vLhInITFqaefpNEzMLyXM6u8MO+ntyH9W8pTBy4B8unukNVp0eNwkNjI+LJ9S7EzsRJFsce0lHo5qci8jBxXv8TjajdGh76r4btstD/DYgFgg7MRTn6ec4GZgcxo5MGihlO3Sm2elZ3Qhm/KEKgpoKAiOyEmZMujA14ftCDuelCwJnAr7C8uycxkbKrlv1ynAzYCXsfvKGqk3pq3AREEQL7hq8/UNWx5V4kVAbplziUnsDnCALBUfy3iWPfT7XfjNycXE8ZcLJmKLAsZgi4dw9twSIB/42lk97t47iirIP9biN6mtwLuZ4D75UQ9bgduVHIFaULiMggbM6yfOLwi8BeqvpRJddsdVwQaDJU9WbgZhFZD1Pd18RWzmdg/6xjmjU0XVVni8iPsBz8+wo5hYZJxgthuyhMLAaTKxCk0yPAciL3JA5Z/EREHiKOIBjfiHyf0P+Xw3ZpeKhtSK5AsDJWSWG3cNqnIjKGWCB4ohfnmLUkYfD7pcShLAa322AO4DOAR2t10WDScwsmwv0bM9IpGO4f6o2PIA7duxz4drM+mxynTFqi3GD47FmFuO75Qpio9+eCJxWnp9W6F7G64otiEQLfJfY0ujGPCJG83vuq+k6F/XKcWpGuL1+IOZgAdiPmI/VcIxagWpxy0wXWA5Ypoz1YhYeIqVQwDgopjveTG6k8EdhDVcvxQGsrXBBoUlT1NZrf2bgbqvrXCs6J6o4+C1wYVkE3IxYIdib3oRGxNPZwjx7wH4nIaGKB4NlG5DAHgeDFsF2SiIDoSGwrYeZskUHbrBDt0Bm2J10gaHrSbrhZhL9G/+v31XJwoqqfiMgxwGnAocX+F0OY3S1YKPAc4H9UNV35xHFamcg/oGnSBURkXcy4b0Bi6w8kzXjfpzpX7GS6wJuq+mHyRVWdKyIvAZtgz8MNwkufk780V/J6ni7gZEKIfPka5gswtMTT+mACfJQ69Ee616d3cim3wkC1/gF3lTvGF5HVMbPVtRKH3wZ2U9W3y7lWu+GCgNN0hFX+p8J2vogsAmxJLBDsiKUlpFkWe1hED4wPReRBYoHghUbkfKUiIP4aIiCiFImOsK2AhX5H4d+fpNIhnnI1uulIqt9Z1dOOBIGaVxdQ1btF5J4e0gSOAv6OTUImAQer6pO17ovjZEWYPEQD1boKAkE8XpncSX5y+6Wq/jM0X5cC5YgDCvxOVWdW0aVSKgI8iwkCSxCLEX8pYOyVaYqV03sJ9e33wUSA/YhLYqb5GBOrZmEC13oF2tUsIq+NKTdCYHBqv+iYSkQGklvytKx0gfBsv49cX5OpWGTAxHKu1Y64IOA0PWFi/HjYzhWRRTHVNppg70DuKknECsCBYQOYKiKdxGH7LzVIIJiP1XJ+HvhLKkWiA0uRWJ7cnLaZiXSIThqUDuEUJTlY7mp0npmIrIy5+EMNBAERWR7zI/m+qr4KC8SsfG0Xw5zETw2H7gWOVNVp1fbDcZqMXbC895dU9d1qLpQI6R+Q2B5U1WhysSfF38vrJ75/GbgaK+vXhYW4roOl64C9H6+rpr+UVhHgWeDIxP404NfpRuFzeuMSruc4NSG834Zg5oCHkt+bCizt5S4s7e3OpAF0KOs7FBtX7oCV+F0MMx90ipN8fswowU9ow9R+T+2T0QFzgP+U1q0FBqf3kPtMmgHsqaovlnqddsYFAaflCOHMY8P2m5DbPYQ4gmB7cmuURqwMHBI2gClBIIgiCF5roECQTJFYCHNmTQoEy2LqduSm+nEiHaITeMYFgoaT9WrXXthE5Zlqc3FFZCngDmzgs5aIbFVEDFgLy6PcLhz6JbZy6f9/TjtScrnBxIT/i0gcE5GNgPOJBYDFU6f9jHi1sQtb2X+beKKf3F6ITgrmhkcn7j0QuDnsXlStGCAii5M7QC/0jEuv4v2qgJP4l8j9HPYIAacuiMgA4Cjs/bFBkaaPYSLA9YXE7GDWfVvYovfF5qr6Vg273HaEBYakIWkpEZSrpfbzpQYnSfoHjFLVT0rpW+B24vSPiAuAlURk9zKuA5biO73nZq2FCwJOyxPU3YfC9ksRWQKbvEQCwbbk5n5HrIaVeYxKPb4tIpE4MKpRIURBIHg6bH9MeSh0YB4KfbGwt/3CaTOCQNBJA/0Seit5yulkMbitSbnBsNp/EyYGzACOKSIGDMPKLK0S2h6tqndUc3/HaXK6GQoGE8296B7SH+Xw/wyrtgEwn1z38vSE//nEa68Ci5frXB4mKTdh5ruP0d3dvxI2Ia5WAAWecaGkqOR7LUVSQJ2F/ayOUxNEZFlscecYrCpIIbqwyJqRqvpKufcJRrmeLtAz5aYLQPdx+UUicglWNvX6ZCW18PdO/p3LLTfYkefYL8u8RsQwbOzdVrgg4LQdqjqbeNU/Wg0dSiwQbEPuwCdiTUxlPiqcNylxnVGq+mbdO09eD4WFsXD1Dqz/O2EDwa8SK6bTg19CZ+jv8y4Q1JR1MVEmoqHhr7UqNxiiUa7CJiyfYvV2n8/TToAfYDnLC2Fq/8Gq+nql93acZiNPDv9g4pDS/ommq2PCWD6U3NJVXcBxmMdGF2bOl3fCH57RlZQx+wv2mfABcEiNSqElU6Jm1EAQT17vGf88cqolpKHshUUC7E/+SFAwX4AbsGiAMf6/1xAqEQQmEUcegqVIXYAJAlek2u5NroBQriDg9IALAk5NCA7IQzDnzsWA6cBLwNisS5Gp6izMSOQ+WJBLtCPxBHsrbNKTpj/w9bAhIq8Th+yPalQJpSAQPBG2PyRMFjuIBYLlgQPCBjAtJRBM8A/Fqqjkw66WbI3lQ34MPFLJBcLk58/A4dgH7sGq2u1aItIXuBI4KBwaAZxcqIyo4zQreSb8b0b/8+Ez6zny+89ArnlVFzAGy9vvSm05E/7wefePGv0I3RCRbwDHY0LEETUUqnMm8DW4XtYpVk4bEN7DW2EiwOHk1qBPMg8Ty0cC/w4LQ07jKLfCAMCfsKjXtEn4C3nGG0n/gKcbtUDXm3BBwKkKETkA+Ck2Qc3HJyJyFXC2qn7QsI4VIbgw3x22ZChSFEGwOflDItcN2/HhvFeIIwg6VfW9uneebiaL5wXVfCviCgY7YpPHg4gndR8kDBU7MYGg7n4JbURycDstgw+jKAT5virKU54aNsXSBLqZmYnIxlhJwQ0w46XTgEv9f8VpRsJkoU8kOgcX6V+TG9afnPBfTiyovRteS4b0r4qtUt0HXBydFCYXO9br5ygVEdmcuF8/U9X7anj5Wk/gSzEodJy8iEg/zLzyaMyPohBPYqL1P5Mh5k5jUdWvExbPyjjnURFZH/PKWg2LWpwIPJxsFxbBvpw4VHZ0gKqWkubUqxEf5zmVEIz8riDXbbgYU4Hhqjq6fr2qDWFQuTOxQLBJiadOIBYIHsxKAAkCwdbEHgQ70n0VbCpx9EAnDaq40KqIyB3AvmH3v6q6W4Pv/yjmhXG8qqZD6Uq9xorAncAIVb04z+uHYu/ppYC3sPfrY5X32nGqJxERNaDAdrWqnhDaLgWkjaaSE/47VPXcxLUHAm9FK/xB5F0f+KqqNlVIavAxeBIYiDmkf6VWUV8hlWgmsGQ49A1VvaqK6w3ABvYR26jqE5Vez+kdhOjNgzFfgA4Ke1W8RewLMKExvXOyQkR2ITdnf4iqjsuoO22LCwJO2YTBwy1YDleSecBk4COsHNKyqdc/BXbPF6bczIRyb7sQCwTF1OokzxILBKOzciUNJnLpMo1p5+v3yBUIXnGBIEZE3gbWCLsXqGotTLxKvfdKwPvY4GgtVX27imstmo4wCALSecB3w6H/Aoep6tRK7+M4pZAnpD/aXlTVv4Q2+Sb5Se5T1T0T1zwLmEJcmq9gDn+qL2sBb2KmgCs0uqxoMcJn7q2YZ8wkYEtV/TDbXjlO9QTBb3dMBDiAwik8n2BGmiOwBRdPgewliMgfiI1T3wXW9PFp7XFBwCkbEfkRZjaW5G9Y+aF3QpuFMMHgT+SWInkLGNxMg61yEZHViMPzh1G8zE2EYmGTncQCwcf16WFxUmUaOzDDxbQ5z7vkCgQNKcnYjARBKBmKeIyqjmzg/Y8ArsEqSaTz9Ho6d19gbVX9W4HXV8fMl6Jw6N8BPw1pKY5TFakJ/zxVfTIcXwwLSx9A/gnAf1Q1MtFERJ7BVrC78mxvJuuIV9HXo7HJxjhVHVLt9WpJ4jP3c2AHX213WpnwXNgMSwc4EkvVycd8rNb8SOA297HpnYjIy8Tj7MuiiDCntrgg4JRFCDueSG690DNVNS0QRO3XxPKBBiQO/1JVf163TjaY8DN2EEcQDCzhtPlY+GcUQfBwmTVVa0YoYbUtsUCwPWYMmeRtYv+BUcAbvUUgEJE9sEFJxCb5nPnreP+RWOWLc1X1jDLO2xHLhV4cOEBV/5Xn9Rux3L2PgWNV9baaddzpVQQR+Ad0X+2PJvzpSf5UYCW6l+Xrwkyjbm5AtxcgIldiObBlvc/qjYh0AA9gxrcnqurfs+2R41RGGCsdgUUDDC7S9GlMBLhOVd9tRN8cp7fjgoBTFiJyLnB64tBooKPY5FBEdgPuTxyaCayjqtPq08tsCWY4wxJbv+JnAOb6Po5YIBiblRouIktgpWAigWA7uteLfZNcgaCrXQUCETkdiPKOPwOWadQKephkTcFWWTtU9cESz9sUe28ui/kGHBilCoTVmdOAP2DGsi8AB1VSo9lpf0KEzIAC2yuqemCi7QeYoWkSBd7BoqKOSLTdFiubV1JIfz0J74ku7Fm9t6rem2V/IkRkDSyybBUseuHr7fqcddoTEVkaOBCLBtidwr4A7xL7AjzXoO45jhNwQcApmdTkJGJXVR1VwrmjMSf/iFNU9ZIad7HpCAPNdcgVCNYoepIxF3iUWCB4NKvyjSKyJBY10IH1fwjdBYLJ5JZknNTALtYVEbkWK3cE8KSqbt3Ae2+DVZOYCaxYSoWBUE7tYWzlfwywZyQuhcHZ5cChofl1wLdCaU6nlxGeTyuRO8mfraoXJdrkm+RHvKKqgxJtf4UN+LuocUh/PQnmgq9jwuxyzfB+CN4e/8XSeZ4DtvOQaacVEJGFgV0xEeAgupeVi/gUuBmLBvivWollx3EywAUBp2RCiPFDiUNvAOuVsmIhIscCVyUO5YSP9hbCAHx9clMMCuXPJZmDlcuKBILHslpVCyZfQ4l/hm3oXsK0i1yBoGVrxorIBGIjyStU9fgG3vtnwNnArap6UAntV8fEgIGYqeUuqjojvDYIMwPdCJv4fB/4i684ti+JCf/yyQiQIHJtDvQndpaPeFlVN0y0fRwTMbvybBNV9fV69b9RiMhxmFA2RlUzLy8IICLnA9/D0nm2VtVXM+6S4xRFRAZj6QBHUnjhQ7EUmBHY51omqZKO4+SSHsQ7TjH2Te3fV8ZkIl0vuUNElmqGlZhGEn5fr4Tt72HAviGxONCBDeDT9CE2MjwbmC0iY4gFgidKWT2uBeFvdl/YolXnHYgFgq2xlcZvhA0ReYNcgaBip/xGEtInkqaRtajPXQ5R7d27e2oYIjnuxcSAN7DQ50gMOAgT5JbBQjMPUdUx9eiwkw0i8hXsWTIgtS0JvERudZRBif0opL8rbC+nLr19L1i52zV8/W+mvQiIyHBMDABLE3AxwGlKgsny4ZgQsHmRps9jkQDXqupbjeib4zil4xECTsmIyN3A3olDx6rqiDLOn0iuuaDXEk0R0jI2JhYIdgGWL+HUT7CV4UggGF8ozz2E861Vr7D+UEt4B2KBY2vMECvJaySqGETVKZqNkOf8aOLQjo2aSAcDz6lYCPbaPQ2igrh0BuYPsIOqvhFKOv2G2PdjNHCoqk6pX8+dWlEgpD/a5qnqVxNtnwK2KHCp14H1IwE3GGWCCQCTmz2kv56E3/E7WIpNSSlwde7PIMxPZhng96p6eg+nOE5DCeLz/lhKwJ7AwgWavgdci0UDPOPRaI7TvLgg4JSMiHRhIaYR25RT/khE7gT2SRwqS1DojYTJ+6bEAsHOQN8STv0Ym/xFAsELmLgwHKv1+xEwqBEf0CLSF8uDjQSCLekuELxCLBA82CzOwiJyIlZSE2wltW+jQhxF5HBsMPW8qm5SxnnLq+p0EVkF+Cf2ewe4ADijUZEkTs/kmfAvq6qXJ14fi/l35GM2sFRikv8b7PncRYvl8GeJiGwIvIilZS2XlVdL6MtSwGOYKDwa2M1LgDrNQFis2AUTAYaTW2kqyWfArVg0wH3+/+s4rYGnDDglEUKn02755eaFp9sPytvKWUAI1R0ftgvCiu8WxJPrnYCl85zaF9gvbGCT2aS77ypY2Z+6u/mq6sfAXWFDRJYjVyDYAgvL3wA4IbR5iVyB4L1697MA6RXXLpvDlcywKhyTe0wXSJR6u0RVZwIEMWA74CZgTWAW8A1VvbHCfjgVEib8y6nq9MSxH2HC3gDikP6I2SJyRUKom0L3kP7kJuF1VPUndfox2p0oXWBMxmKAYOLjxtjf/TCfTDlZIyJfwkSAIyleMakTiwS4OXzmO47TQrgg4JTKSuROKOcC75d5jXTe+CpV9agXEgaI48J2XnCi3oo4gmBH4rrfSfLNYq8TkUuwSfeLjQrnC3ntd4QNEVkeEzYigWAzLBd6Q+Ck0GYCcZnDTlWd2oi+kpsTKRR2W8/HXLrnY5dEmOhHppt5BYEwgfgT8G3ggGD6qcDJ4fiiWO74Qar6YiX9cEpDRDbGcvIH5NlERJZOvL+2IzdSCnIn/Itjq/8A3wIO9xX+uhJF0GSaKoA9644Csv9/OgAAIABJREFU5mFpPU0RJeX0PkKp0cMxIaBYVZ2XMBHgGlWd3Ii+OY5TH1wQcEolvQr9aQUTyLSBYL6VbacMQvj3oyLyBbaaPb+M0zcGovJi74lIJ3GKwasNFAimA7eHDRFZAVtB7cAG65tizvgbAaeENi8QmxQ+qKof1LpfYVJecqh+HiZUUQliC0ww+wQrHZiPszAxAOzvuDi2wnh0OHYT8M0ocsApnyI5/GtgQkv0HvkNllNbiBWB6H/0cixaposecvhVdVrlvXd6IrzHI0EgM0NBERmCiXhgaT2js+qL0/6IyLcw4fjhxPYh8BXMHHBvCs8PPsDK1Y7AyvB63rHjtAEuCDilkp68VxJaOTu174JA7VgWOKTAa1Mx1/nFsUn1onnarIrVpo/q078jIpE4MAorL9YogeBD4LawReZ6uxALBIMxMWNj4H9Cm+fIFQg+rEE/5lO4fnK9idIF7s8nKojIKcAvw+5pwONYWcpNsRXGHwEX+GCtOGHCvyI2ye8P3JLIyf8L8E26l+WLWAl7bwE8BaxM/rD+N5Oh6Kp6Zy1/BqcqNsH+/rOwqKuGE55vNwKLYbnX52fRD6dXsQsmOm9BLCrPp7u3T8QcTLAfAdzrPjSO0364IOCUyuKp/UpWPtOrYPlC253KeBCYRhzSPhFbIb4ZGBcmt5E78FDi8Pwh5H8OrIHlDB4Z9icnIwjqVaEgH2GV9JawReGMSYFgI2xgvwk2OVYReZZYIBidzOFuEQr6BwSzwSiy42xs0vkEJgq9j4Ubd9a/i81PmPCTmOQfAOxO7mp/UvRZmXglfx6xGJAvh3/B80xVf0ks0DitQxQd8FAWk5xgGnsNlpv9Gub14SKeU2868hzLJwZMwz5H/44J7ZVGvDmO0+R4lQGnJERkG2wVMuI9VV2tzGucDFycOHSnqu5XqL1THiLyc2yV6Sbg6VIGliKyNHGJwGHkLxGYj4nE0QOjVDXtD9EwRGRVYoGgg9x662B59U8TCwQPBR+DpiSkTEzF/g79k7mZIrIX5r2wCPZemg5EZnKPAIdk+bfIguBBsS758/cHYL/DaaHthZholCaa8B+lqhND236YEDo5S7M5p36IyO1YmPSPVPW8DO7/c+AXWPTcdqr6bKP74PQOQiTKoVhK2XYVXOIz4ABVvbemHXMcpylwQcApieA0OyFx6CNVXa7Ma3yP3HDI61X1sFr0z6kNoURgZPA3DAspLMVW/1VigaAzyzr3IrIaJhBEURDpahbzsaoNnVh/H1bVjxrYxaKIyKFYucAJqrpx6rVNgXuBsVjZp6ie/F+AH7TbCk4qpD+5nRWJOiLyZ+Kw13xsrapPhrZfxow3uyghh99pX0LFlmlYRZaySujW6P57YRFAgpfgdeqAiPQB9sVEgH3Jny4I5lXzOragsAGwcIF2AxoZHeg4TuNwQcApCRFZG0i6yM4F+pQT3igiPyU3rPYKVT2+Rl106kBYfd2ZWCDYtMRTXyQWCB5sYFWAbojIGuQKBOunmswHniRXIMjMiE9ErgKOBc5X1R/keX1fLDqgH/ApcIKqXtPQTtaIxIS/P/BCtBIvIidh/hADyO/jsJWqPhXa/i9WerGr0OY5r06aRNTbR8CKocRro+7dH/OdWAG4VFVPatS9nfYmPFO3w8wBDwWWL9B0LhZtNgK4KxKTQ9TgtphwuhOwPZY69RbQz1NaHKc9cUHAKQkRWQIzXkquFq9WTn14EfkbcGLi0G9V9cc16qLTAERkJXLz9zcuekLM8+QKBFWb/lWKiKxFrkCwbqrJPCwnvxPr7xhV/aRBfVsIC19fFdhdVR8QkXWANVR1jIgcD/wVW8l5DXO6f64RfasWEdkC2I3uq/3RhD85yf8+8IfE6e+SO8m/LBHaLz5IdcpFRE4HzgVuV9ViFSJqfd8+wEPANpgQuaOnpDjVIiIDsUiAo4D1ijR9BBMBbijlcziUNt4MWNUNUR2nfXFBwCkZEenCVvIihqhqyc7MInIXsVkaeJhkyyMiqxCLA8PoHp6fDwWeIRYIRmcZsh+iXzqIBYJ1Uk2+wASCyINgjKqmS2jWqi9bYpOEWdjK+XJY2cE1w/2j98+/sPdPpqkORUL6o+2IKC86zyQ/ybvAkao6KrQdiA1qu/AcfqcOiMg9wF7Ad1X1wgbe969Y+dTpwJaq2tWoezvtRYjgOwSLBtihSNOJwEjgalV9tRF9cxyntXBBwCmZxAAq4uuq+n9lnD8RmyREbKuqjxdo7rQgITy/g1ggSK++52M+Fj4bCQRZh+z3J/dn6Jdq8gUWahwJBGNV9dMa3fsnwK+xEk/HhutvhlX1WAz7XZ0FnBtVjqgnYcK/ArmT/Bsjo8MQrn9BkUscpKq3hrYdwAl0D+n3Cb/TUERkMWxCviSwWaPM/ETkSODqsLuvqt7ViPs67UP4390biwb4Kva5kI+PgOsxIWCMR1E5jlMMFwSckhGR32H1zSP+rqonFmqfOnd1LBQ6Yi6wQqNCsZ1sCKvvwxJb/+JnABayP45YIBhTqwl3JYjIAOLogWHA2qkmc4HHiAWCR1R1doX3ehhb6TkNW/nZCYuoEKwc3uGqen8l1y5wv2jCPzv6HYvIbsB3iQWApVOnJSf5B2NVLdIh/dH2ZOTw7zjNgojsADyMvadWbZC4Nhh7TiwJ/EpVf1bvezrtQXhOb4OJAIcBKxVo+gVwFyYC3OFCq+M4peKCgFMyIrIjlvsY8QawXonl7Y4Frkoc+o+q7lWgudOmhHz4pECwZgmnzSVekR9FFRPuagkDs+hn6CD/z/A58CixQPBoKQOzEP75AVZu8H5g98TL44DhyRKEZfZ7dWAo+cP6lwYOVNXbQtvhwI2pSyQn/Ber6sOhbR/sc8QHnk7LkDC4vUlVD2nA/fpi7+ENgPuALzfSxNBpTUK02lGYEFAsHW8c5gtwfZYGvo7jtC4uCDglEwzP3iNXnd41yvvt4dzR2GpnxKmqenGNu+i0EGFyvS65AsFqJZw6h3jCPQp4LKuycamfoSN8XT3VbA5m5BQJBHn7KyKHADcAH2Ol0CIuBb5T4Jx8If3RdkEiJz+6diFOVtW/hbZrY14FXXhIv9OGiMh/sffqKap6SZ3vJdh7bzjm1L6lT9qcQojIstj/ytGY+W0hJmPpJyNV9aVG9M1xnPbFBQGnLETk91iJr4gHgWHFogRCCHIyzHkmMFBVP6hPL51WJAycBxGLAx3AyiWcOhsYSywQjMuqzFz4GdYn16QwLXJ8hvW3E+vv46r6uYj8A/gGFhGxKBZpcCLwb+JJ/jOq+lq4197YSn46pD9igVmaiGwGXEL+sH6f8Du9BhFZHJgB9AE2VNWX63y/yGdjLrCzqj5az/s5rYeILALsiZkD7g8sXqDpTOyZPwJ4qBGpLo7j9A5cEHDKIpSdm0juJORMVf1dgfZrYrmaAxKHf62qP61bJ522IEyuNyYWCHbBVsN7Yhb2PxcJBE+p6hf16mcxEiJHB7FAsEqq2WysksCOxAPBOcCbmJiQfK8lJ/lDsJxkgCl0n+iPVtUXa/bDOE4bICLDgP9iaTBr1tNsLaTZjQIWAb6tqhfV615OaxE+G7bAIgGOoPvnQsQ84F7MF+D2LP10HMdpX1wQcMpGRM4EzkkdvgSb6L8T2iyEOeBeSK5L+zvAxqo6oxF9ddqH8D+1KbFAsDOwbAmnzgRGE6/IP51V/m4YBH6JXIGgkEFUkmjCf0lUqjOsdPbHVvgz8VRwnFZDRH6FVeq4RlWPquN9VgXGYylE12FlNX3A1csRkbWAI7FogI2KNH0KEwGuU9X3GtE3x3F6Ly4IOGUTJmb/AvZLvTQPmISVu1kHq6GeZDawh6qOqXsnnbZHRBYGNicWCHYClinh1BmYQBBFEDyXVehlIgriWOA7mKHgwqlmn2ARD51hezKriAfHaXVEZAxmsHm8ql5Rp3ssgpkHdgAvAkO8ok7vRUSWAQ7CogF2xarG5ONtYl+AFxrUPcdxHBcEnMoIq5NXYiVwSmEa5pLeWbdOOb2aMAjfilgg2BEr8dUT0zAvjEggmJDFSl6oL/0FMBibSHSQP03iE6zaR2RSON4FAsfpGRFZGpiOhfAPVNWJdbrPb4EzsPfqNm761vsIgvXumAhwIIU/i2ZhpVtHAp1efcJxnCxwQcCpilCH/CxspTYfs4D/A85W1fcb1jGn1xMm2NsQCwRDKWzWlOR94vSCUcArWYX6hmicTYjTC3ahe+TNx+QKBJmlRDhOMxOMOO8GJqnqgDrd46tYBB3AoaparLqH02aIyKZYOsARdK84EzEfM1oeAdymqrMa1D3HcZy8uCDg1AQRWQ/YFqvJvhgWlv0iMMYdzJ1mQET6ANsRCwTbYf+rPfEu8WR7FPB6hgLBwsQ+Ch3k91H4iDglohOrTOBu1E6vR0TOBU4HrlTVb9bh+usCT2LvyQtV9bu1vofTfIjI6pgAcAz2fC7Es1gkwLWR35LjOE4z4IKA4zi9EhFZAtieWCDYFgsl7om3iKMHRqlqV7362BMpH4UOTCBI+yhMJ1cgyMwzwXGyRETGAVsDR6vq1TW+9hLAI8Bm4WuHqn5ey3s4zYOILAUcgIkAu2P+L/mYAlyD+QI806DuOY7jlIULAo7jOCwY4O1ALBBsTXeDv3x0kSsQvFWvPvZE8FHYglgg2IncsoUAH2KeCZ1Yn19wgcBpd0RkOcwvZCFgLVV9u8bXvwL4JjAV2DLL54BTH4IA24H5AhxM92drxGzgFiwa4AH3eHEcp9lxQcBxHCcPItIXMyaMBIItKLwKlOQ1YoGgU1XfLXD9NYF1VXV0bXqc9x6R0WIHsdHiUqlmH5ArEGRiqug49SSR2/+Kqg6q8bWPAy7HcsP3VNUHanl9J1tEZGNMBDgSWKtAM8WenyOAW1R1ZoO65ziOUzUuCDiO45RAWGHcmVgg2KzEU18iDtefEM79GjY5fxvo16gVehFZFIt86Aj92IHu7tdTiUscjgJecoHAaXVE5E9Yac9LVfWkGl53CyxFoA/wE1U9p1bXdrJDRFYFDseEgC2LNJ2AiQDXquqbjeib4zhOrXFBwHEcpwJEZEVyBYLBFV5qR1UdU7OOlUGiEkMHcSWGJVLNklUXOoGXXSBwWg0ReQYzfKuZ87+ILI+ZCK4D3AHs7+k3zY2IrAbMzOfsH3wgvor5AuxF4ZSx94HrMCFgvD8PHcdpdVwQcBzHqQEisgpWFnAYZjK1fomnvg3ciE24R6vqjPr0sGdCJYaoVGMH+Us1TiFXIHjVB8ROMyMiK2OTOIBVa1ECN5QE/RewHzAR2EpVp1d7Xae+iMhVWOj/k5jZ6sPAPOAgYDjQt8Cpn2F/75HAf1R1bt076ziO0yBcEHAcx6kRIrIt8EtgN0ozJEwzHxhP7EHwUJa5qCKyODCEWCDYHguNTvIOuQJBZmUZHScfIjIcE92eV9VNanTNM4FzgDnAUFV9qhbXdeqLiLwODCzjlAcxEeAmVf2oPr1yHMfJFhcEHMdxaoSIbAM8XuDlJzA/gUWxSfY6JVxyXjgvEgjG5At1bRRBINiOWCDYDlgs1ewtcgWCiS4QOFkiIhcDJwN/VtXv1OB6uwH/wUxGv6Wql1d7Taf+iMhg4LkSm08DHgDuxiIJ/DnmOE7b4oKA4zhOjRARAd4ABoRDjwPXY6tLk1NtBxDn7g8D1i7hFl+Ea0YCwVhVnV19zytDRJYkVyDYFhM8kkwmIRCoalfjeug4ICIvAhsCB6rqbVVea00simdl4ErgOJ8oNi9BxNwPMwfcB1ikwksNUdVxNeuY4zhOE+GCgOM4Tg0RkVOw+tQ3lDr5DULCQGJxYBiwegmnfg48SiwQPKqqcyrodk0QkaWwtIJIIBhC9wF4F4kqBmmhxHFqiYisgfl0KLBiNXn+oUpHJ+atMQVYLfHyo6q6fRVddWpEeJ7ugIkAXwOWK9D0c+C/wMvAsljll/XytPsUWM59AxzHaVdcEHAcx2kywoB2A2JxoANYpYRTPwPGEgsE41T18zp1s0dEZGls8tSB/Rzb0N1bYSJxesEoVX2rgV102hwRORK4GnhKVbeq8lp/BL4LfIz9Hy+VePkToK9HC2SHiKyHiQBHUdwnYAxWIeDGtEAkIqsDO2EVZHYCNgH+q6q716XTjuM4TYALAo7jOE1OEAg2IhYIdgFWLOHUTzEX7WjC/YSqflGnbvaIiCyDrdx1YD/HVnQXCF4n7m+nqr7dwC46bYaIXA4cB/xBVX9YxXW+hqX/ANyPVRJJs56qvl7pPZzyEZEVsCiAY7DopEK8jpkDXl3O3yiUllxJVV+tqqOO4zhNjAsCjuM4LUYoeTaYXIGgUFhskk+Ah4gjCMar6rx69bMnRKQvFqbbgf0cW2JGbUleJdeD4N0GdtFpcUTkDczAcx9VvbvCa2wIjMNSga4EjsX+T8cDawCrhqYHqeqtVXfaKYqILIb5ARyN+QOkjU0jpmMizkjgEY/ecBzHyY8LAo7jOC2OiCwMbEYsEOwMLFPCqR9hDtqRQPCsqs6vVz97QkSiPN4oTWJLQFLNXiYWCB5U1SkN7KLTQgTjzolYtY7lKynhGdJeHsMidDqx0qC7hpf3AM7AyowC/EJVz66q005eQpTUtpgIcBiwQoGmc4E7MRHgziw9VRzHcVoFFwQcx3HaDBFZBJtMRwLBjuTmOxfiQ6zudiQQvJDlqpqILIfl8UYCweZ0FwheJFcgeL+BXXSaGBH5BvAPbHV4aAXnC3ANcDjwLvAjLPcc4B5V/bKIXAicFo7doqoHV99zJ0JE1sE8AY4G1i/S9DHsb3O9qk5rRN8cx3HaBRcEHMdx2pzgjr4N8cR6B2CJEk6dSqIiAPBSxgLBCuQKBJvlafYCuQLBB43qn9NciMhIbDJ5jqr+pILzTwUuwiIMdgMuBQZhUQKbq+pzInJCOA7wmqoWm7Q6JRCEwOGYL8BORZp2EfsCvNKArjmO47QlLgg4juP0MkSkD1YSMIog2B7oU8KpU4gn26OwCVCWAsGKWHpEJBBskqfZc8SixoO+etg7CKv7bwJr8v/t3XmcXFWZ//HPk0BYAiL7DgHZdwTZl44gKLgEAVnEZRgHxnF0dBx/oz/HBdx1BmFccFx+wyCLoKAoIyhoQkKCIKtLWBIIYQ9rICRk635+fzzncm/fVFVXVdfS3fV9v171ou/tc2+dorsrdb/3nOfA0e7+uwaPP4iYTrM68HFgJXBB+vZ/u/uZqd0hRNV6iKUN13X3xcN/Bb0lhZbHEiHA26n+fvQi8FNiNMDMbk5xEhEZKxQIiIiMIOlCZhJxcbsVUSxwGVEgaw6xlODSFj/nWsBB5AHBgcSF0FAeJw8Hprr7vFb2q1FmtjEREPQRr2P3Cs3+RL6KwXR3f75T/ZPOMbOdiHoTy4k15F9p4NiNgTuJv7+rgA8Ac4mVPV4BdsxWv0h1LxYWDj/Y3f/QkhcxxqX3uv2I6QCnARtXadoPXEeMBvhVIz/LXmdmE4G1iYKyryOWr53X7fdqERlZFAiIiLSZmV0I/H3anO/uk0rfXx+YAryZKFi2UY3TZUWzznf3m1rf21c/RB5CHhC8gVWXB6xkPoMDgkfb0b96mdkmxAoMfcTr2LXUxIF7GBwQLERGPTM7G/geMSqkr4HjxhMXn28CHiB+9z8PfCw1WWX6gZk9RoxEADjb3b8/rM6PcWa2DfBuYjTALjWa3k6EAD9RbZChmZm5u6caMtsTo8D2It739idWw3iOGDlzrLs/07XOisiIokBARKTNzOxR4m4jwLfd/cOF732HuANZbemsWi4GPuzuLw2/l9WZ2boMXh5wP1ZdHrCSB8kvtqe6+xNt6mJdzGxT4jX0Ea9j51ITJ5aSy/o8w91f7FwPpVXM7ApiffrPufu5DRx3DvBZYAkxUmYpUZdiAlFTY4fy35uZ/QY4Jm1+x93/cfivYGxJS4yeSIwG6GPV4qCZR4FLgB+7+72d6d3YkUZ7nQq8jZgKtmnh207UvxhPjHJ5MAsRqpzLgHHZ0rS12orI6KZAQESkjcxsX2L4ceZYd/9t4fu3ExfYZf1EZfMFxPD9bYH1KrS7DTjK3V9uWaeHkIZJZ8X9JlO5+n8lD5CPIJjm7gva1sk6mNnm5AFBH7BTqckA8bObRvT55naHLzJ86UJmATEE/Qh3n1HncW8Bfp02z3D3S83sauCEtO/D7v7tCsf9B/DPaXOGux8xrBcwRqQ71W8iQoApVC9k+jJRF+DHxIgO1QWoU/Ei3cyOAD5N/D/POPl783IiDBgPnOnuF1W6yE+jZLz4c0j1Wl5y9xWVnltERjcFAiIibWRmnyOGHAMsAjZy9+WF7xcDgYXAZcSUgBnFddPTh7TDgXNZtfL2Ve5+UlteQB1S9f+suN9kKhf3q2Q2eUDQ9RUBzGxLYopBVqRwh1KTfuAO8oBgZjNr20t7mdkeRDHJV4j6AcuHOAQzm0T8bDcALnT3f0gXWNm0nDnA7sULosKxZwI/SpsL3X39Yb+IUSqFMXsT0wFOZ/Ad6qIB4LfEKKdr3H1JZ3o4NpnZycC/A1sXdr9EjNK6E7gBWEzUEVgKPOXuvxzinBsDJxOjX15D/PvlwOXEspsaPSUyRigQEBFpo9IF/8/c/eQK398Q+CJw2VAFs1Iw8F3grNK33ujuU1vT6+FJHySzC+tKc/eryQr+TSXm87/Qnh7Wx8y2ZnBAsH2pST/wRwYHBKow32Vm9hFiRYAb3P2YOtqvCdxM/J3+kQjclqevs7/dk9z9qirHHwgUCwlOcvf5zb+C0SeFae8mRgPsUaPp3cRIgMvd/clO9G2sKtQMOAX4DhFmZaYD3wKuqydsKZzLiKkGZxM/y8wAg6eJ/R74iLvPHu7rEJHuUyAgItImZrYF8Bj5kM33ufvFpTbHExcuQ97FLBwznrgA2b+w+zJ3f/cwu9wWZrYZg+ful4fmV5LN559GHhB0dbh+KobWRx4QTCo1WUlM4ZhG9HmW7nx2npn9nBii/il3/2od7b9HXAA9D7ze3eeb2fuAi1KTW9z9kBrHr0ssh5f9nb/d3X9Vo20f8bebPTZJ357s7tOG6u9IYWbrENMp3gscRfVpQ08AlxJ1Af7coe6NaWY2zt0H0siWq4lpWwDPEnUzLiy2JT7v96cLfioN9U9LP54NfIior+LA74hRMqsTowsOJB85dR3wT+4+V9MHREY3BQIiIm1iZmcB/5U2+4FN3f25Fp37ZODKwq7n3L3W6gQjRrqb2Ec+gqB8572SAWJIdzaC4OZO1k2oJH0Y7yN/HVuXmqwgAoKsSOEsLZnWXikse5ZYrvMgd791iPbvBf6HuPg5zt2vN7O1iXoX2coBh7n7zCHO8zBR5wPg39z9S1XaTQF+XuU0Iz4QSP9/30jcPX4nMLFK0yXEko0/Bn6fFaaT1jKzHwF/Q7zXjCOmlJ1H/P8fV+//97QiyznA+4A1gRuB7xOBwEuFwoKHpPMfQEzJ+TRwgcIAkdFNgYCISJuY2bXA8WnzZncvz/0fzrk3I4oOFk0cjXek0533yYXHNnUctpIY0p0FBF29G5/uvG3H4IBgy1Kz5cCt5AHBLe6+tHO9HPvM7PVEcLQI2MDdV9Zouyfx81gL+Ly7n5P2F+t+QNz9H8o65EtzXunup1R5zinEhdYdxLJ6s4m6ITCCA4H0/+o9xLSALao0y+4oXwz8vNuB3ViXalz8gpjfPw74pbtPafJcU4jCjuOJwprnAHcWA4XCqIR3Ad8ENifqCXzc3Z8a1osRka5SICAiY56ZnUAMq2y1Vy8iKjzn2sSaz2umXf/q7l9v1ROb2RpEcaiiLUb7vNzChXUxIKh2AVK0gphGkQUEf+jmxXZ6HduTTy+o9DqWkfd5GtHnZZ3r5dhjZv8CfAO41t3fVqPdekSgtCPwG2J0wECa5vMA1e981+M+d69YN8PMxpcustYhwgsYYYFACh1PJ4KAfWo0/QsRAlzm7o93om+9rHBh/hXgX4nRUwD7u/vdjQzfL9QO2BT4FTGa45NDHLMrUcfmSCLYOtbdn2/6BYlI163W7Q6IiHRA1fm/wzSrxveOJg8DAGpWdG5C+e4zRAAxqqUPsg+lx4/ShfWODL7zXqly+epEMbjDiXXkl5nZLeQBwa2N1GkYrvQ6HkyPH6bXsQODA4LNiA/VR6bDlhb6PA24TQFBwyan/1YtsJl+Fv+P+L16hFhiMLuo+hLDCwMAdjSzNSsFUiN96HwKMt9B1AU4hsGF5IoWECMbLgbu0ZDxzklhwETy5TDHAbcAD6fv1/2zyNq6+wIz+yqpOGY5uCp5klgC14m/oVE3Kk1EBlMgICK94OA2nHOAGG5cTfHu5Fx3v6/Fz1+efjC/kxe8nZI+sD6QHt9PF3O7kIcDfUCl2glrkBcyPAd4xcxmkgcEt5fW1N4eOA3Yyt0/2KbXMSc9stexU+E19BFBR/a6SH2eRV6k8I9j8WfcKqko2hFp8/c1mv4zMf99BXByttylme1LXAhDjN7Y0d0frfO59yRWyYAYdr07cfd0xEtF544kXvuJwLpVmr5CDFG/GLix1nQMabt9iECxn/h9m+nuC4e4kK/J3a8ufF3xHOl3ZQkxRcaI1TkmsOpoNREZRRQIiEgv+BRxgbgh8JPC/juAmsMjierYWRXwJcTdM4Bl1arep4u9txZ2tXp0AMCZpe1ft+E5Rpx0YX1venw3fUDdnfxC+kig0jrwaxGjNo5O2y+b2W3Ay8QUhT3T/gEzO7fdUy/S67g/Pb5XCDr6yEOCjYnq7Uelw5akUGMaFUINYX/iQuV58ovzQdK866+lzX9y99sK3z6P/I74D+oNA5I5xB3TrNL+3oyQQMDMPkX8TdxE1DJ5Me3flZgOcAarFsQsmkoUB7yq2yt99LpsugAxHek1RC2VZaTf9+GOQBlqukEanXAYeZ2Xee7+klYZEBkcPJw9AAAeVUlEQVTdFAiIyJjn7jMAzOyo0rdudvcbqx2XlgjbuLDrz7XaF7yBuHuTqbgEWbPM7DjyO6GZi1r5HKNF+nD85/T4z1QFfS/ygOAI4oNz2TpEtfSyccDHzOyThWHkbVcKOi5MAcFuDA4INgTelB4Ai83sZvKA4I4ev2ubjayYVulnl+bEX0HcUb0U+F7he1OI/8cQd8K/3MgTu/tSM3uU/EJpr4Z63l4fIC4gP0EEXo8Td3UrTb3J3EeMBLjU3R9pfxelHumCfBwx/WiACKDWIEZQDXlBX8f56zn2TcTvz3JSwK4wQGR0UyAgIr2kXBjr7jraF9fWHqp9pjhd4AViWGVLmNkG5EsZZn5RutPZs9IdsrvS4zwzW41YO/tsYk50rYugzCeAD5jZdPIpBn/pQkDw1/T4TmEkRB/5SIgNgGPTA2LUwwzygOCuHgsIsoBnlfoB6ffgCiKo+ytwdnYRk6YaFAt+XtjkCJH7GWGBgJltxeBlPcdRfTTAS8QF3g+IcEkXeSNMuuAfMLNtiZ/lSmKZzY1rH9mS5x5HjLTKRr/dQbzPisgop0BARHpJo4HAvg22zxQDgetadVGWPpBdAmxV2P0i8JFWnH+MegNwHdXnRVezPjE9JJsi8qyZ3UQeENzbyQum0kiIb6XfhT0ZHBC8FnhLegC8VAgIphEBwYguatestOrGoWmzUv2ALxOjRRYBJ7r74sL3PkQURwNYTD6loFEPkI/e2LNWw3ZLvx+HAv9I1EpYvY7DXgOclY67ycy+ONpXLRnDslEbqxE/28XQvjv1Zraau680s5OBndPun4zGZW5FZFUKBESklxQDgRXEGuC1NBwImNk2xPzhTCunC3yD/GIvc3aDc517zZ+p/G/dXUSV9KuJ5QCzKQaHEENwyzYiCq6dmLYXmNk08oBgThcCgnvS44LCVIm+9DiSqAR+fHpABATZqIdpRHX4sRIQHESs6rGAmHbxqrTs6CfS5pnufn/hexsQq1JkvuXuTzfZhwcKX29kZlu4+xNNnqspZrYTeV2ASTWaLqPy7znESJTdgE+3tHMybGmJQCPe01YSowTWIwU+hRoDrX7elWkkzfvScz8CXNjq5xGR7lAgICI9Id1B3KWwa3YdFduLAcIAVQqVlRRHB6wErq+vh7WZ2UeI6uhFX3f3K1px/rHK3V82s2uAU4G5RAhweWnVh4eIaR1fMLM1iYvLLCA4iMp3VzcFTkkPgCfMLAsHphLFtjoZEBSnSnwzBQR7k9cfyGopvJV8yO/CUkDwp05Oi2ixV5cbLP5/N7MdyetrnOfuPysd91nyIpSLiNCtWfeXtvcC2h4ImNmGxO/he4npMdXMIYoDXkIsUTeJfNnLI4nimpm73X1hG7orw5DVCDCzRUQtjBXEfP7jgRsYPMVtyPM0+PTHk/9+XZBCgqZXNRCRkcM0RUxEeoGZ7QfcXtj1P+7+/hrtJxAV6LOLwfvdfZdq7QvHXU8+p/v37l4uZNgwMzud+BBf/LB3EXG3U2/iQ0hLwq1BE/Oi07rsh5BfWB9AfWH6I+Rz+ae6+/xGnrfV0hz6fchfx+GsOo3iBaISfRYQdLRuwnCkYONw4Cx3/0HatzaxPvteRODzxpG2KoOZrUMEEQCT3X1ancetQVygvSf9t9qUgOeJugA/Bm6t9ftvZlsTwUAf8IC7f71aW+mObARAqvQ/nXw6yN3u/vomzvdGd6+1RGfxOX9KjJB6iHgfeUz//oiMDQoERKQnmNmZwI8Kuz7m7ufXaL8vcGdh1xXufuoQz7EOUeApG4pb8znqYWZvBX7O4IvQq4F36c5M56Wf8aHkIwj2J1+qrpZ55KMHprr7423rZB1SQPB6BgcEE0vNniMCgmlEv2ePxIAgXfgvJC6MdnT3uWlY9X8TQ5yfBvbt9PD9ejQSCKTXdDARApxC5eU1IS4Sf0WEAL+uYySUjEJm9ixRWHSACK/f7u7Ta921L4wwWAf4ILGk6XurTZMphAGHAtcS0xMudPcPVWm/OjA+rbqhpQhFRglNGRCRXtGJgoLHMnhe7i/rOKYqM5sM/JTB79U3AKcpDOgOd38Z+E16YGavIS6ms4BgXyoP290uPc5Mx80hDwimuftTbe98QSp0eVt6fC19kN+PPCA4jFjm8J3pAVFYcRp5QNDRwoo1HEqEAY8CD6Z9HyDCgAHglJEYBtTLzF5H1AR4D/C6Gk1vIZYKvNLdn+9E36TzCnUCriZ+z1cS04H+Hpju7v3Fi/FUYNLcvT+FAZsCHwf+hai3sTURmlWS/X3/HREGLAW+WerPeKLQbR8RMNwBXNCilysiHaBAQER6RScCgWL9gNnu/lAdx1RkZgcSgcKahd2zgBN0x2/kcPeXgP9ND8xsfWK+fhYQVFt+bsf0OCsddy95QHCTuz/T3p4PlobS/yE9vpKmzOxPvorBoURhxZPSA+DpUkBwf5cCgleXG0wXPPsB3077/m+9w/A7xcw2KmwWR2WsV/jeesSKBWeQr55QyTxSXQB3n9PSjspIlf2N/ZAIBMan7VPN7BfANe6+7NXGhVE9ZvZm4JNE4AewLTVWoEh/T/sDb067fpxG4KxGjFA5AHg78W/fZqnNJmb2w9JKHiIygmnKgIiMeWmo7QvEh2yA+e4+aYhjZpB/aALYvNZd3HQX5iny9aC/5u6fbLK/exEXWcUhwXcRQ4pfbOac0h3pAi+blz2ZqOBej78wOCDo6h3fFBAcQP46DmFwWAXx+z+NPCDoyMoLZvYHotjZ+4mh8ncQBfN+CUwZIaMYXmVmw+3PQuBKYjTArJH2+qRzzGwWUfi0nwgGnge+S/xuvODuz5nZzsQF/RTivSizDPgt8HeVpgwUphf8B/Ax4EngtPRcbyGCgD0KhzwEXAr812gekSPSixQIiMiYZ2bbkw8lhriDMqVGewNeJC+6tsDdN6vWPh1zCDCzsOtQd5/VRF93JopFbVLYfS9wZKfvGkvrmdkm5BfVk8nX9K7FieUFs4BgereDoVTU7kDy13Iwqy5j9yR5ODANmNvqi9c0ZeN54mJoEnExdBxxcbLfSKyU32QgsBL4NTEa4Fp3X9raXsloktUJSDVmvkIEjcuJFQcgfl9uIUYAZP+WTGBwvZOfA19w96qj39K/nb8HtgGWEMF0ccTKy0QI8CN3v33VM4jIaKBAQETGPDN7J3BVYdc57v75Gu13ZPCa4r9x9zdXa5+O+Srwr2nzGWCzRguwmdm2RDX0rQq75wGHd7sInbSHmW3B4ICg1hzxzABR8DILCG5290W1D2mvwnKNfeTLNU4oNXucwQHBQ8MNCMzseKLY2YPEyhtfIOY5H1zrQqfb0t/6GcRSgTvVaHobEQJcoUBQylLtj+OIegJZ7ZLlxJTgSsVOXyIC5wvd/bo6zv9Boh6AkU9NgBiJ80N3/1Wp/WrAwEgsPioi1amGgIj0gr1L2+2uH/DrJsKAzYHfMTgMeBw4SmHA2JWG1l6WHtnSb5MLj20rHDaOmN+/P/AJoN/M/kgeEMx09yXt730u3bGelh6fN7O1iFAgK1J4ELAl8O70AHg01SDICivOa+Kps/oB9wPnpq//YSSGAWa2HlF/4T0MHrpd9gh5XYD7OtE3GbVWuvs1ZnYc8V7QRwRxxX9/VhB/H38i/xt9EPKRBuWTFgoXziG/VriLqFtwWXGEUgoBPBUtXNnSVyciHaERAiIy5pnZNcR8x8x27v5wjfbnAp8p7Drd3S+v0b48JeFEd7+6gf5tQNy1Kc4vf4aYJnBvveeRscfMtiO/qJ7M4MComhXEneUsILjF3V9pVx/rkZYGPJj8tRzIqjcl5lMYQeDu8+s4711EwdBFxBSfH7r737Ws48OU7uAeQ4QA72DVuguZRcSKIhcDM3SHVRqVlhI8mFhOdFeiZs6twGPE39aDzcztN7N/JEbJzSnsGw+g1W5ExgYFAiIy5pnZfGIOJMBCd6+2fnfW/krg5MKuQ9z9lhrt/wk4P20uAzZKy9PV07d1iZEBbyjsXkgUEBxxdzmle1Jti9cxeARBzdoWyTJi9YAsILi1WIW8G8xsIlGYMAsI3sCqAcE8CkUK3f3R0jk2JIKzbKj0XcTfalfn16ef077EdIDTGFwPpKifWL7yYuCX3Q5tZOwws9Wq3a0vLknY4DmzaQP9KmQpMrYoEBCRMS0tA1es0H6Tu/cNccx0Ym35zLHu/tsa7X9HPnT5end/SwP9m0pcEBV9ligI1ag73P2FJo6TUSh9QN+ZPBzoI1/lopZXiCUss4Dgj2nZwa5JdzcPJX8d+zN4zjJEocCs/sBUYpRBVhtkIVFEsOmlPofLzLYipkO8F9itRtM7iSkBl7v7gk70TXpHYXWAcZAvO9hsEJCOHadRKyJjlwIBERnTzGwyUSU5c4G7f3SIY24h5jxn5gAXEpWbrygu0ZTmBT9Dvpbzh9z9uw30r5VvwpNH2prr0jkpINidPCA4EtigjkMXE8Uss4Dgzm7PBU6rBxxKPlViP1YtkrYEWDt9/TZ3v7ZjHUzSCJ93EiHAZPLRCmWPA5cQ67j/tUPdExERGZICAREZ08zsY8B5hV1/4+4XDXHMT4BTKnxrJbBesWCbmZ0C/KTQZpvy0OYhnkuBgLRFukO4F3lAcAQxr3goi4AZ5AHB3d2eK5wCgsPJA4J9yQOCW9z9kA72ZTxwNFEX4J3AWlWaLgZ+RowGmNbt/4ciIiKVKBAQkTHNzC4C3lfYte9Qc/PN7CDgRmBi6Vv3uPs+pbaXkFdNv9vdyysUDNU/BQLSEelCdh/ygOBwohDfUBYSRS+zgODP3R4+bGavBb4KnAgc5u73d+A59yZCgNOBzas0GyDeOy4GfuHui9vdLxERkeFQICAio0Y2jzENjaadhY3SMoDHEUXblhAFzm5292cLbVYDFpAPy/6Cu3+2XX0SaaX0+7sfeUBwGPkQ/FqeA24iDwhmj9UiY2a2BREAvIcYbVHNn4gQ4PJmKrmLiIh0iwIBERlVzGyNrEJ6qlS+rFvznc3sSKLAWeYAd/9jN/oiMlxmNoGo9p8FBIdQfZm8oqfJC/1NBR4YzQFBel85gQgBjmbV2gWZp4BLiboA93SoeyIiIi2lQEBERqTiskmpcN+bgS2BA4glBJ9Ij8eIu/RzgPvd/blOjCBI/fp34ONp80lgy9F8ISRSZGZrEMU1s4DgIGBCHYc+yeDVAB4c6X8XaTpFH1Ec8ERWnS6UWQL8nKgL8LtuF18UEREZLgUCIjLimNl4d+83s02ADxAF/vagegXvhcSQ/pnAJe5+W4f6eT+wU9r8gbuf1YnnFekGM1sLOJg8IDgQWK2OQx8jHz0w1d0fblcfG2VmuxMjAc4gAsdKnFip5MfA1e6+qEPdExERaTsFAiIyIpnZ8cA3gF3SruXE3UlncDBQ3ga4Hvg6MEOVvUXaIw2tP5Q8INgfGF/HoQ8zOCB4rF19rMTMNgVOI4KA19doOpuoC3Bpp/soIiLSKQoERGREKBQMXBc4E/gSUeBsJfldyNnAfcRIgNcQYcG2wK7ky6k50A/8FTjd3e/t2IsQ6WFpacDDyAOC4tKAtcwlDwimufuTVc6/JnAU8OtqUxDM7APAM8B0d3+hsH8t4B1ECHAs1YOLp4HLiSDgrpE+1UFERGS4FAiIyIhiZucDHwRWJw8DbgcuBC7LCgoW2mdrrZ8InApsR34RspO7z+1Q10WkIC0NeAR5QLB3nYfeR16D4CZiWs57gHcRwd9+7n5nhecbT6yAsB4RDN5N1BZZn5je8Joqz7cUuIYIAW5w9xV19lNERGTUUyAgIiOGmX2eKNI3EVhBhALfA77h7vNKbccTdQMHCvsOIqYZHApc5O5nZvUIOvQSRKQKM9uQwQHBHk2e6nx3/1iF8+9HhIf1uomoC/Azd3+xyb6swsxeRxQ/3YqY5vQCEXLMcvelrXoeERGRVlAgICIjgpkdAtwMDBB3+B34PvDhoSp5Z9MN0tfrAx8lhh5PVSAgMjKloqFHkgcEu9Q+4lWLgR8Qowimu/tCM9sIOBf4W+pbCaGfCA9eXQ3B3Zc39AJKzGwK8Bmq1yV4GbgIOMfdnx3Oc4mIiLSKAgER6ZpC3YBdgC8DU4gP6uOBq4FT3X2lmVkjc3lTKLCkPL1AREaWNNLnBGJKwHHUt2pB0QDwEjEdoJ56BZX0Axu4+0vNHJyWZ/wR8O46D3kGOMndpzfzfCIiIq3U6D+8IiLtcBKxBjhEGDAL+PcUBjR8h79YTExERjQnpvlMqvC95cA9xAX/9kR9kLJxwGurHPtLYkrAXKLYYR8xEmGzUts7hhEGjAOuIAoWFvUDjwAvpn6vV/jexsB1Zna0u9/SzPOKiIi0igIBEemawvz/M4gP9dnogG8Dd6Q2Gu4vMkalEUKXAP9W2D2TuJC/srRSwCTyi/rJwNYVTjmTKA7401IwOBv4vpkZsHPhHH3EtIFmfYJVw4DvAV9w9ydSv8elNucD26Q2awNXmtkeraxfICIi0ihNGRCRrsimAZjZ/sBt5EUEn3D3rdr5vKQaBcWChCLSHWa2E/C/RAhwibs/VMcxRowa+DpwDDHS4E3ufmuDz23AWu6+pIl+bwjMA9Yt7P6Uu3+1SvstiTopkwq7z3X3zzX63CIiIq2iQEBEuqIQCJxDFOJaThQDu9DdP9TKYoBpnvI6wMvlczZan0BEWq/Zv0Mzm0CEiXT679jMvgb8n8Ku6UBfrX6Y2VHAjYVdi4Dt3P259vRSRESkNk0ZEJFuMeKuXl/aHkesB359S5/E7OL0XIuBddLw3XnAb4E/qPCgSPc1ezE/3JUBmpXeR/6mtPvzQ70Od/+dmc0ADk+71gXeBVzY+l6KiIgMTSMERKSrzGwRMJGoH7AE2MXdnxzmObPRB7sBfyl8y4lwoGhrd398OM8nIr3FzA4DZhR2PQTsUE+wYWbvI5YfzPzW3Y9tbQ9FRETqoxECItJxhQv2HYjhviuJ96Ml7v7kcIfxF45dD/gf4i7cjum/BmyQvr4bWND8KxGRHnV8afuGBt6zbiht95nZRHdf3IJ+iYiINKTZNXtFRJpW+OC8DvAoeTj5tJlt3cK5wLcRVcDPcPe93X174PLC929y95Utei4R6R37lLZn1XtgWn3g4cKuCcBuLeiTiIhIwxQIiEhXmNk4d7+bGB0AUVRwT2D/Vj2Hu/e7+7PuvtTMstBhM2CN9PX0Vj2XiPSUXUvbsxs8vty+fD4REZGOUCAgIl1RWPIvm4e7evrv+81sG4jVAdKjPO+/IWkKwkozW48IHSYQQcSdwzmviPQeM1sL2Ka0+9EGT1Nuv3PzPRIREWmeAgER6bYfAAuBgfR4G/AZM9sk3eHvz6YQpMrezcgChd2JEQIAdwGPNd9tEelRGzG4OOkK4OkGz1EuZLrJsHokIiLSJAUCItJV7v5X4IvAeOI9aQXwt8CDZnaRmZ1uZjultgNmtpmZbWNm66VK3404gCgmCDDD3ftb9DJEpHesU9pe0kTdk3IBwfI5RUREOkKrDIhI17n7eWa2HPgasFbaPRE4AzgBWG5mK4lhts8AOxF36f4TuLmO82fTE/YH1kxfq36AiDSjfPG+tIlzvDLEOUVERDpCgYCIjBTfB+YCZwGHAxsSIwbWLbTZtPD1XaSL+lSgcIAazOy1wC5E/YDl6XgRkUatWdpe3sQ5lpW216rYSkREpM0UCIjIiODuy4HrzWwmcCRwILG017bAVsBrU9NlxEX9/wK3pmOrhgGFsGBP8kDhTladwysiUo/yiIAJTZxjjdJ2M6MMREREhk2BgIiMGGk1gEXAtWZ2I7AFUQRwIvF+tT4xVeBBYLq7v9zA6Yv1A6YPNaJARKSK8vtOecRAPcojAhp5LxMREWkZBQIiMmIUC3O5+1LgofQYzjkr1Q+YUaW5iMhQyhfva6cws5HCghOHOKeIiEhHaJUBERmxLClsjy9uN3CeDYh1vicQQ3Pvbl0vRaTHPAsUL/5Xp/FlA7csbTe6bKGIiEhLKBAQkRHLk8J2fyN34cwse4/bm/wD++3AE63rpYj0End/BXiktHubBk9Tbn9f8z0SERFpngIBERnLsve4cv2ARtcMFxEpKl/A79bg8bsOcT4REZGOUCAgImOKmb1aG8XdV6Yv9yOvH3Bzxzsl0qPM7AQz8zY8Ptfll1aednRIvQea2ebApMKuFcDsFvRJRESkYQoERGTMMLO1gWPM7P1mdrCZbWZm2wI7EvN8FxNLDmbtG65HICINqftCuUGz2nTeel1b2j66gfeTY0rbUxtcMUVERKRltMqAiIx6hQrfk4AvAPsCf0mPlcC2qemfiVAAGLyqgYi0xcFtOOcAcGsbztuIWURxwY3S9vZAHzC1jmP/trR9Teu6JSIi0hgFAiIy6hUu7FcCr6Sv90gPgH7iImId4KNmNpdYzvBJ4KnC1AIRaa1PAWsAGwI/Key/A/jkEMdeSl4MdAnwjvT1Mnd/qZWdbJS7D5jZRcC/FHZ/zsym1Qoazewo4PDCrkXAle3ppYiIyNBMN8hEZKwxsw2BI4E3A28iHyGQWQzMIQp5fdrd53W2hyK9JV0I31jYdYG7f7RG+3WBF4FsGP6t7n5QG7vYMDPbCJhHBI2ZT7n7V6u035KoYTKpsPuL7v6ZtnVSRERkCKohICJjhpmNS9MHnnP3q939LHffDtgcOA24iFgubCKwD3AqsLBrHRbpHfuUtstF+Sq1L87JH6p9x7n7s8CXS7u/YmbfNbMtsh3pfWkKMc1gUqHtE8B/tL2jIiIiNWjKgIiMGe4+kH1tZuOJC4p+d18AXJEeWZXvNwLbuPsLhRoEItIejQYC+zbYvlu+RhROfGth3weBs8xsPjHKYTvgtaXjXgHe5e4KJEVEpKsUCIjImOTu/cXtUkDwJDE/OWurMECkvYqBQD3L7I2KQCDVEjgZ+G9ixFFmPFFosJLngJPcfWa7+yciIjIUTRkQkZ7g7v3uvtLd3cL4bvdJpBeY2RrALoVds919+RCHFQOEAeBPLe9Yi7j7Unc/DTiJ2sHFYuC7wG7uPq0TfRMRERmKRgiISM9JIwL6h2woIq2wB4M/b9S8229mE4DdC7vmuPuSdnSsldz9KuAqM9sBOBDYEphA1Cm5F5jp7ku72EUREZFVKBAQERGRdtq7tD3U8P/dgdUbaD+iuPtcYG63+yEiIlIPTRkQERGRdhqrBQVFRERGPQUCIiIi0k4KBEREREYoBQIiIiLSFmZmwF6FXfPrWGqv0QBBREREmqRAQERERNplO2C9wvZQBQWNwTUHFrj7U+3omIiIiCgQEBERkfZp9G7/DsC6DbQXERGRYVAgICIiIu3S6AoDqh8gIiLSQQoEREREpF0aHSGwR2n7nhb2RUREREoUCIiIiEi7FAOBhe7+8BDtdyltD9VeREREhkGBgIiIiLScma0PbFPYVc/d/s1K2+tWbCUiIiItsVq3OyAiIiJjUjPLB65e2v62mV0IrASucPenW9IzERERATRCQERERNqjmUBgfml7R+C89Hi5FZ0SERGRnAIBERERaYdGVxgAOB9YXGH/X919yfC7JCIiIkXm7t3ug4iIiAgAZrY5cBxRT2AJMA+42d2f7WrHRERExiAFAiIiIiIiIiI9SFMGRERERERERHqQAgERERERERGRHqRAQERERERERKQHKRAQERERERER6UEKBERERERERER6kAIBERERERERkR6kQEBERERERESkBykQEBEREREREelBCgREREREREREepACAREREREREZEepEBAREREREREpAcpEBARERERERHpQQoERERERERERHqQAgERERERERGRHqRAQERERERERKQHKRAQERERERER6UEKBERERERERER6kAIBERERERERkR6kQEBERERERESkBykQEBEREREREelBCgREREREREREepACAREREREREZEepEBAREREREREpAcpEBARERERERHpQQoERERERERERHqQAgERERERERGRHqRAQERERERERKQHKRAQERERERER6UEKBERERERERER6kAIBERERERERkR6kQEBERERERESkBykQEBEREREREelBCgREREREREREepACAREREREREZEepEBAREREREREpAcpEBARERERERHpQQoERERERERERHqQAgERERERERGRHqRAQERERERERKQHKRAQERERERER6UEKBERERERERER6kAIBERERERERkR6kQEBERERERESkBykQEBEREREREelBCgREREREREREepACAREREREREZEepEBAREREREREpAcpEBARERERERHpQQoERERERERERHqQAgERERERERGRHqRAQERERERERKQH/X//KrTqf03h8AAAAABJRU5ErkJggg==\n", 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