{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Calibration of the pixel position for a Pilatus detector\n", "\n", "This tutorial summarizes the work done by Frederic Sulzman during his internship at ESRF during the summer 2015 entilted \"Calibration for geometric distortion in multi-\n", "modules pixel detectors\".\n", "\n", "The overall strategy is very similar to \"CCD calibration\" tutorial with some specificities due to the modular nature of the detector.\n", "\n", "0. Image preprocessing\n", "1. Peak picking\n", "2. Grid assignment\n", "3. Displacement fitting\n", "4. Reconstruction of the pixel position\n", "5. Saving into a detector definition file\n", "6. Validation of the geometry with a 2D integration\n", "\n", "Each module being made by lithographic processes, the error within a module will be assumeed to be constant. We will use the name \"displacement of the module\" to describe the rigide movement of the module.\n", "\n", "This tutorial uses data from the Pilatus3 2M CdTe from the ID15 beam line of the ESRF. \n", "They provided not only the intersnip subject but also the couple of images uses to calibrate the detector.\n", "\n", "This detector contains 48 half-modules, each bound to a single CdTe monocrystal sensor and is designed for high energy X-ray radiation detection. \n", "Due to the construction procedure, these half-modules could show a misalignment within the detector\n", "plane. \n", "While the manufacturer (Dectris) garanties a precision within a pixel (172µm), the miss-alignment of certain modules can be seen while calibrating Debye-Scherrer ring using refereance sample. \n", "So the aim of this work is to provide a detector description with a better precision better than the original detector.\n", "\n", "This work will be performed on the image of a grid available:\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n", "and the scattering of ceria (CeO2) at 72.1keV available here.\n", "http://www.silx.org/pub/pyFAI/detector_calibration/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "\n", "It is a good exercise to calibrate all rings of the later image using the *pyFAI-calib2* tool. \n", "A calibration close to perfection is needed to visualize the module miss-alignement we aim at correcting." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI verison: 2025.1.0-dev0\n" ] } ], "source": [ "%matplotlib inline \n", "#For documentation purpose, `inline` is used to enforce the storage of the image in the notebook\n", "#matplotlib widget\n", "#many imports which will be used all along the notebook\n", "import time\n", "start_time = time.perf_counter()\n", "import os\n", "import pyFAI\n", "import fabio\n", "import glob\n", "import numpy\n", "from numpy.lib.stride_tricks import as_strided\n", "from math import sin, cos, sqrt\n", "from scipy.ndimage import convolve, binary_dilation\n", "from scipy.spatial import distance_matrix\n", "from scipy.optimize import minimize\n", "from matplotlib.pyplot import subplots\n", "from pyFAI.ext.bilinear import Bilinear\n", "from pyFAI.ext.watershed import InverseWatershed\n", "from silx.resources import ExternalResources\n", "from pyFAI.integrator.azimuthal import AzimuthalIntegrator\n", "\n", "# A couple of compound dtypes ...\n", "dt = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ])\n", "dl = numpy.dtype([('y', numpy.float64),\n", " ('x', numpy.float64),\n", " ('i', numpy.int64),\n", " ('Y', numpy.int64),\n", " ('X', numpy.int64),\n", " ])\n", "\n", "print(\"Using pyFAI verison: \", pyFAI.version)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#Nota: Configure here your proxy if you are behind a firewall\n", "#os.environ[\"http_proxy\"] = \"http://proxy.comany.com:3128\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/detector_calibration_testdata_kieffer/Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\n", "/tmp/detector_calibration_testdata_kieffer/Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\n" ] } ], "source": [ "downloader = ExternalResources(\"detector_calibration\", \"http://www.silx.org/pub/pyFAI/detector_calibration/\")\n", "ring_file = downloader.getfile(\"Pilatus2MCdTe_ID15_CeO2_72100eV_800mm_0000.cbf\")\n", "print(ring_file)\n", "grid_file = downloader.getfile(\"Pilatus2MCdTe_ID15_grid_plus_sample_0004.cbf\")\n", "print(grid_file)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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jNAG5DDXQuWjpvESOcnhHCuQdhZ9KlGfKZZQtkQG3A3zh6RZgR3UpEcuc/FTh+x5WeURpXvKRj0oFvpQlsDOUPPDxEomUovimTNzlXYmPj/KEeW+4jAPWFwrfd5qhlccSZBYhZIjwo4J3BCTjHC+LUL5ngJaJKkGME3yvTaYkIjeAEfCUj5qD77dMYDQwEaBikKnC9yIdPrfyALnqIFSI7wWaL08icoXn5YhVB9+LyD3Dt9Tp+SJFrHN8LypApyUpBJ7KNB8iQ3khwmvpfOMungrxAwMk7YAXgEg7+H5by1DpuhaBxA9SRJbgLTPodk370PlJT+AJz5TLvLYTk99BBGW5UEZd8UB01gRBhEr9EiAJ8MOcoJfhB62iDi1IjnoCuj7Z11qmremMlBeiCPFECxW0yv5g6ot1Yr6VSFaoHJ8cuQZfhgjfzp4aEPjKw8t8XS6qfJApJL5pU86MJxWegECE5J472AqEh5ZTEBrloAT/vpcjpNJtreDBxPX1mJF7KeQ5QkY6uieQbch9yn5ucwwg7wik1EBHy8KMDy2B6upvZQTDS1/CCvypBjoWICkB+aGHmOZIC3QN5ZGEE4l/miJsXxYC8py858GxxL9IXVHo8eY4gLXCX6eOeB+mfH5v0Js5N8lOhGyb8UjpttLuxPi+z2LeRbYV1/ameFLyYHSNWPiIll2g2awPIRR+mOIHGfG6RZZ7iGhbyC3kBNJK0Jp2O2ex7LFaBoi24qC3ohWmTOYDlquQ3JOaHzcNBV4YIyJZlE0IRRim7PfntMOE8bzP6VyP0YSOR6RCSXU16k0lvK4kFVODULSihGF3SeCnLNchF8sBceyjBIS9jOPuguPejNBLmaxa3J7dYLZqkWV6TlNhOUxWsnOGDK8l8WWI5zv1Vw9X1ImpFz8jDFKiICUKdX9Mc0mSBsRJi0Xik2YG0JgFEASFhuYmKzZkVK/EGiPCGQd3hakDHZnjBRGy3YZIlguoG/mVPEgFcpmhJOSRnpS9RUb02oLl23t67qqzuiW1zPxLFCxjIDUy9HICPyXsZAyDFE+mQEquBKs4YB37JKmv61JVW1D6zhbSExUReEGEL9d4rRZpO6zKuMZbDkyyLpPZPuEqZb+74ORkzi1vxHTd4nTaY7ZqM067THNFpxWzd7ji0FsxX4VMFy2SxMwh7Su8gLlVWq9i53cq4GLVY64SDodz9g6XjGYdpvM2mbNw4EUJEmUWVKqlWqo2yarPsL/gZC9hMmuzXA2YpTnd/or2MGM2N4sZm5W/g1+9aKqkIEERdBLafUWy8slS6QasylfAaN1mGC547LEl55OA2XJAFCb0eynLRUAae6SdVpFCqYI8fIT7rgQ6YRjywQ9+kN/6rd/iE5/4BKDtmn/rt36LT37yk28sMduoJ87SurDantArCBdmBVWAWwEiUXjnqZNOWUFypWBptVHzXmlFXIyNsmQzN8q2QJQrqLZyjEIlUgUPVAkgrAIEiKWCJVoJEQLhDkrjHIR0QA56RV1BdmrydtMUoBJF+kC6LcU8KNRKki0VG6tBShFfmI5aAYSa0rt2p6F8L5RCJYLFncgoWhSDpVAQLzzETBklXFTafjaV5KnQjbiQlf4zut0pAzplUCnc/8ZAJyOprDTGM48H8161r5t+Nz5tO/VPATBRgvuv9irKo12dzzLJa18ZFjzYelFSsJr73P7qoMzDzjNScHmqFR7lCa3oIvQuixTc/3pH150FpQKdZiZ49StDLU8PwAMpUblivfC5/fkuTCfQ6dhIoBTzs4j5WUSx5FaAXXjwjV45WmRGeRYCcrj92b2ivMX4JiXpUnD7M/2yKzi0OGvp9luM4KpQyMnQYN3qeqaNqExx9+V+2c5yVdRbvPK499UOGyQEq7OAlQhK/p12M3vNAi1VrmxJXa7Zl1pVWRigoZaw/EpY8OzmlV5IuLBFUtV28ppeKLFx3CzzL+lCKSGKxQkAsVJ4L+kwSorq5HquEOdOYRxe/G+W45cCyHPsbqb3UnXHy8aVqxz5ubxUcJwxR17kyJEbRxVhgm+mNLSd3tS5ySHpKTpdvVo5n0X4fs7J3oQ0k9w9H5Km7g715sQupF5BFUKxXpYroA+lWlJ+kNHrLRHAeNIhTT2iKGGvvyBNPc5GfZLE361j25+5nr98P2fYXzDoaIXv9dN90tTbvmOi3Id6GbcXRgDSy+m21ww6KxCK2bLF2bhHmkmkUHRba477U/baS+LM53Ta43LRIU49DSp28uIMLq4JwC7oaIdtqQgMsGlHCYGfAoI49YgTn/kkIk08slxUFcg6tttW2I0X22QldmDDq1T53SQyhYhzaEkH7LhMmpdK6cUVTxSfvXlK62tzVk92q0CnUJvKdOq6tAJknKNCSS4Ece4RJx6LpY4rpML3sgI8dvoLhNAAcm2BT+KT5RLli2J96lGoXtM2rlCCOA64nww5nfZphwlHvRlPH52R5ZKzWY+LeZf5MmK+jIiClH5nyY3DMas4YDJvs479Ygdqg51tdV+vNqMaKmC1Drh7NqTdjjnsz+h3VlxMuixWUa1db6lvBWnicXHZo92KGfYWtKKYyazDZNqmFSX0eytW60DvquRb4JnbBJVuKzLJydo+YqVI8gA/ygjbCenaJ01s369FBPJccDnpkqYeR8MZvp8znrbJc0Gns2YpQpK1v1E3j0LflUAH4Gd/9mf5r//r/5rv+77v48Mf/jD/+//+vzOfz/lv/9v/9o0lpChXRa1cK42pqmAXyoCiqqRmGcLuIDhRyx5glWPzYQfKVEoh7I5IUWOi5LHeyoUDa4yiqpRw2olVsjQIqta+m26tjFsUo0q5ilFb1NqkqrZPWU+7IhhbaK3MW7QvKEyolKzFtTLYJmd3x6ryu5yHVCEnRxZ2NUrWJoaN+UGDDrsrUiipZrdGUYLMckejTNJVeuvziigGc1EOVC6AEwI8s+1igVYlvKpNMiZPKaAVIa4f1QvjtHVHTlJoJcQBvniyPuaUPFlrTjuQWWXezvsClDFVE0bWOGWsd7U6i2V/U3qCrNUrgtJUR4hih2krvxWB19q+FBocFJOyE27X0Ons7BSR3JmvkEvZXsD0Rcu40LJRhr/CbBLbl52+XeRpedneRwUUdSbs+Faniunblnfub8eUtwifq02ZNgS8yXMT4Hk5ne6aPJcsFyGtMOFkb8JsFTEa98wK7Zb2gG5rwTLGv6bIUsl6Ger5Yes8tYMHAUIoOnJFa5CwXEUslyFS5gwHC9phzGTeZrGIrky7aPeAzHP6vRUH/XkB1tbrwFFyrhDIRidz8nF++n5Gr7Oi31mRZh6Xsw7LdUCuBL6Xc9Sfcdyf0vJTRosOX3lwwnJtQKArkq2yqQ/wbGrilhehAV0UpLSimNDXixJx6rNYBcSJMSvKxcawVabrfFFu+WvyuFJ+W9gvktkRp1QuKvItslZmji5AjuW1LIHI8nKeMJYr9nN8HDH6yeu1uLU86pk6QfJQ1sILlJnoVSaIM5849pnNAbvrE2S0Qg3OPaFIMo9V7LOKQ5LEQ+0CtzvEs4vyTBpAE3Lb32PYWXDSn3J9MGG8anM67TFfR5xe9gmMWdvx3oQ08xjP2yzXIeRbeKk3/416qcoxV4L5ImK1Cul3lxzvTVnFK0bTrp4yBJVE9DEMVZjxqRwWi5A48Rn0FhzvTxjPOyyXAUni0+stCfdSZrMWSeyYhNf5FaB8SWbTNeAyWXvkmSBsJwipNFipt0mrSyiYLVqkmcfJ/oTAyzgf91gsBZ12jJSK9cqMI/kjViLfxUDnp3/6pzk9PeXnf/7nuXfvHu973/v49V//9Y1DoA8lq0wp53mDtig6ovpNeM55BdvPi7TtSC+2v3eSF/b8wpUTT1WZqyjJSVqegSjO8RggUeGlnq7DoztWVZRNNhTj4p0nq2kX6aiqTO3AaJS6QuF2penyUPGWYZQrRx8tyE3DxBeqGlVlGQS+7jBClJ1cOXK5AuSUOrAolFiFKEGkMkp9rrC7NwXYs8qhTcutYCkKBaA4Q+PKVgjzrmw/BSDZUPzNICKFHrCMINRGHep2oxDlLouNK2rFr9RlLb+6bFxgq9SGslAARRu+yNPszrntsEjffdgy6lveivRt2jZqXakvBFCViTRtuJCpKqPWJ/h6+euLJTjtXjj51fpVafJRyqHIyFUyKMvoNMTt41XBu1PGOrltK1cleK4syNQ1VsuXKPnalf73ML2Zc5Pva5CTJB7rVUCvs+JwMGdkVlVzJWoKtvus8KIMv5+TxAHp2isXwagEu4IFhfRzer0VHjmTaYc00bs4w/6CNLO7OFsUHJu2ee2frcn7AdLL2TtekvcTLiZ6dbs4Y/KGyWnjpmhBkDHoLum21qwTn9Nxn3UcgILIrLAfdudkueTBrM9o3qnsQm2KoyrTbVKqftdhfD9jr7+gFSV4MidNPZZm1T5NDbBRIHKQq4y8o3fl6rim9mNHvvbzFRPjt0IuL7u+2535kgnc8UJ5wpiPby9DFR9eNdDWX9cVhx0s2FdKkCQeSeKxWIZ67dDs+LSjhO5wBkoD0OUqQMorOkadp9r0WuczTTzOJ30uZj060ZqT/ox3nDxgmQTcnw4Yz9uMJh0mixbd1pqD/hzVWzCet1mszG6JMx1t1Enlt6q+N5TlgvG0w3wZsT+Yc/NoRNqD6TqqJKQkCNz+qP+micfoske7HTPoLWmFCeNpm8m4Q6sdMxwsWCz1IohefKwLpSY2R1fIUo/1XBC0UqJOTLwKzPmfCgs6noLlKuDu+ZCT/QknBxNOR33m84hOJ0ZIxWoRVHWRh9B3LdAB+OQnP/lHMgcoydGKC5MyRytxFR8LKzcAjQ1u0pGu4i9KBaI441HrRNvqxGm4ypjR1ZVkrUw7kQO/OEawoQTVB8IrFNZCJi7v23gtFF874VhFSRXpuWZzlb5pwZfAUbZqvFkl1qISAxzKHR9RgKECcNizS25meQ5pCoEHyKLOClM/Vyl1d7+sflr0+dpgLc2KSwEqqQIXk0ChgNtnA0LKzmgO/G/USalXKkcktk2qYhdKmp0YKnyUZSqkjrsDVVFoldJnjADltvFit63WDijzUAiHdd1nlCcccOfIT5k2IWppFfJ1w6pNmdQBQC1uueBZggiRKw3rcqrtzJahArCcfu/ysSO/ynO9H9fN2QQlUFbuJO/Ozk7b3TbXVgCM4aveRysYZZv8TABr4rZRHqcwjpnsxreGttKbMTcFQUant2K90iunw/6Cve6S03GP+by1ZffDGWeFIoj0eZz1MiRLHWuDR9TfhFBEXky3v2adBkwXbQAG/SWdVsxk3mKxjLYrNVvyyK8FDPtL9l+fM122uTgdkqaSR25LlXSrGQihnSMMu0s6UcwyDrk3GmgAIxTdaM3JYMJee8l8HfHN80Mmy1bpWGCLclzSLk2/5EErzTlRmNAbLJFSEfoZS6EYT7UZXJ5tc2IgEEmOd5mQB9I5iwjUd4jqDF7J8xXk1lF9HNl4dh6/pS6/K9KORrIR7yqUtUsAJu16kSpRBUopUqWdFiyWUWFS2AoTep0VnZbeIRj0l8xa2smB3XW7qojbsrVzdp4J5ssW31hF3A6GHHbnPDa85PHeBQ9mA85XPSbzNrNli04rZthdst+fM551mC0j3YZ2FXkr2bFdFfwkicfpaMA0SjgWI4b9BXGnpQGK1St2pKaUqO7uHEy5nHZYLiNSs7sTBHp3J7N9u8JbbY5yvuW5JF4GBK2UVidmvQzKNNxFPlOWOPa5d77H8d6U64djHowGBuys6XQV89UjDnR8lwOdN4VyBUKhQrMSn5pRz1HMVCggMYqoVUaF2SL1JSJxFPtCmdXhhPVaZtJCOXnVPB0BqADIzKq3q9AJNB+xVjiVdPREo7uTojuwO3dEQnuKyp1MrIlLqLSns7wsE6AVvxBYbZGXr5VkYqoKIgJ881x4TxPl7koAKqViZqSBH8hIkK8dpdaUXUgFvkDFpRJZAIPK/Gg6sdDvPC8nz2pgw5PQbWs+EvPW8VyHUEgfstRkZMvm6UFTs2XN1SjqRvhojyGuQz7Dp+cp8tThw+rXEoQnNB9FGbTSqx1egMqE5tkAN+UJhN1wyCn1cKH5lyYvoDArsrsnwtMDrFCqNCMzyrKQlv8S7GiQZBLPKepDm/dJfao0K8SOCxpBIXJRykK6Zdf5KLc/uADAtPXizIqVb2YDqDKOAOHpNlUxoVNYazDjycXWtU3QVJFt8+4gWgCz2jRlgGHZh5wwxQxWyr1iGqlE2aYtWYBvFzyKT+44UdYthcOHMk9hwYoBqtaphUChcn0mpzi/5pq9OeZoSgi9g+y+r1NlF+kqpaOhN5vanZjVsk+WSg6HM7rRmnsXA1ar0DSZ7XXhnsdZzcvV4J1kq9b5LaXeSYrClNm8TRz7BH7K/mBBrgRno97uXZwaa0Io2q2Yo+GsMD1ZEtbOFRl6pCbmAAxpAE5Pe5haxCF3L4YkqaeV1M6S64MJ3WjNaNHhS/eus1yHxdhQEUtdDkU5xGYgYTyA+TmtMKHdion8lCTzSE+lVghXIaNxd0vi1QLmkSS+0XaGnV1CqPXBbfzuImsWbq0LNtiol/FRSdWeHyGuqse7iurpPSz9WkOumPq6YexErX8r9Jy7znzWa5/JrM3JMmGo1gih2O/PkUKxiEMWq1A7sNgGeqglvYUrnZk+y3M33uPBpM/QtNNr+xPO5z1t1rbQ53g6rTV73SWD7pLxvK13QC3g2SoS20ZxxvtqOJXDchlwOe0w8JZc25uwaIdcmDMwV5uQQppIRuMunXbM/mDOchEwG7e4zLp0uyv2hgtm8xbx2i/NWQWIRCHjnKzrb01eKUGy8EEqwl5CsvZJC3M4pyyWj1TyYDTgYDjjxsEl9y8HLOYR7U5MuxPv5L9Ob/0b4Iyus35HQHrNeGLKy8O7SgqSD/iortWuTDyloCNQ3yc3vYUoyE8E6fM1JcL8zd8h4aaovNOr6QL1fQLVt3k5K74dgffhvPAgBpRnqa8pghdzR7kqeYzeE+M/7nhpKsAMHHx0TtB3nB+YuEEn48bHRhBsyqr1WMrRB2fV3QJDN98z5eipBcWKvY0m4dkfOqO1n+p4XmlaJweKd//pB3ih7YlKh5GC/Zsrnvn+i1K+Vo9UsPfkiqjl8m7+eYL3f+w+vWOnkRuwEHQy3ven7+C38yI9OyD1T2Le99F7pZmZjafgqedHPP3ei0IGxWQh4X0fu83h9WUpcvPdj3I+9Gdexe+WbsLtbtPh8ZKP/PBrEJR8K7NLdfP5MU++d7R18Hr/n7rNjSemRXls2/VaOd//Z75Jq58WcrXy7+4nfPjHXtMAzwEJSgqeecc57/nAPZQQKM+0Y8PHsx854+DJeUV+CIEX5Hz/j71GdxibeirLFg0znv/BU+MFjUJGCLj2xIxbH7zU7zxRHVkCEB1VAApl7LhFBO/9+H2ifmZ4L+XUOUh5158+Iw9kyaMR2v4zC259wNRXzRTu8Q9PGD4RgwXhplGJAJ780+d4fUWlPQFykHPzh8a6XNaE0Pzp3lrTfd/alNUBFUD4QkJ4yz24r78LD3ofWSEHtu2Wf0VP0f5IUuvnho8bAvluNtID8J9VyBumOFIgTB9TEvIXBLn12+CCzJaAF4Tx1EelzNmhJHnWd96VCzbJLY/smldNr6E3nZaLgDyTHO1NaYcJd8/3WM2M/fkOL0fSy4k6MUrBelGeN9lJdWVZaIcDw+EC38u5HHdIYk+bzO3PWK4Dzkc9vVOyTVOpvNLexI73p1zbnzBZtLh9ts9qHWiX8Lv4eRi/Qs8pYZhxtDflxsEYFNy9GHJ22SPLJfu9Be+6fo9njk6ZxyFfuHOTbzw4YmHM5BSUOznF4L2FkeKdDiiEds/dba85Pphy7WBMp7VmtQ64dzHkwfmA2azt1FE5LlWfryh3XSevPNTiP6rer9hyZmFHmrvSeChtAxNbEhJb3l357P5+GDN1HsSWKML5bn9X/9kFRaW0041750NOxz3yXLDfn3Pj6JKD4YxWpF0ci1ryV3FZa1JkqcfFtMeX7l7nG2dHdIKY52/c5cmjc1phwmIVced8yMW0S7+z4ubRJf3eEu9hpnXbvDeoahtUCqaLiNtne0ipeOx4RL+ndyTLFd16XQoTV5/9ORv1CcKcg5M5vpczm7WZLyL6vSWd7lovWNvuFEgNcq6UjyDJA+JVQBBmBFGqF4CLQjhlUJBlgvPLHpNFm+v7E1pRYs4LXi0el976Ozpmog6/Epc7LI7CIjKF/5kUEVstW1DYsC8U4g9yY4bkpgnyQY48cxQmB0jIl/PyPg5H8RCZgj8EEighsMlvocj+vYRMlQfrDdjIHwjyC+EodYYPpVh/PtB34eR5aU5nFPiLf9tDrSl5QyuayUJy7/f39A5RTU7rOz7r097WlZJ7X+ob/kxHsG0xg1f+9QHJ2nOAluYhnwm+9DtHZInDg1FoL0/bzC6jgq/i4L2Eye0W+dqDrsOCSfvzf3hCvDLuQJ1V8GTt8YV/c02vRLqmZgpmlxGf/9xJqfChlUQUvP7NoVG+TX3k5Zmcl/7jNZKVD54gt21GKbJY8rl/f10fzpOisHtVAsaXEV/47InZIdLh7S7d6Wt9ZGEySAFKBIqvvHTMeumVDn5M+bLU4/N/eJ31yi93vIRAeVpZ+uJnjs29NpRne4C7dwZ4fla2a3R6Ilfcf7nPalXaudodxiyTvPz5I9bLoCJzAWRLyb2X+3qlS5Z1JTLF9DLCXwfaNE4pikIIASmoWELoKNRCkCeKr/yHI+KlVarNHwWrqc/XP7Nf3l9lvwvB5E6L2WlU9jtnxHvw1S7ZSho5lNtAKhfc+8yAfOGENyur+UJw9oWeXgWujZ6rswCmokhH71Jq5TJ9xdM7n1BZUVM5LF4OyJeU7c0urMSS+Bt+ceeSbm/GNfwE7Sq+mhwA+bko+nLhJMM6WHiA3nWukciAc0d27rc1yIkTx+lHcoUeDwsZNfRtISW4djBGAHfPhySJV/HQVyfPN96LEo907Zc7mg/TuoqqVUTthG5nxWodslyESKnY25sT+BmjcVc7DNhyJ0nx2z4KRbez5mgwZZ363D7bI45LcCTMjrBIcoRShbvh3UzadMH3Mga9Jb3WmqWzg+NJxUFvzo3hmEBm3J8OOJ/1iBPjPW0zuSrT2xR/od9LobTnrvaadpiQZB6LVcjFuEtWmKQ9DHXsltdOepQwjxLfMffe/OhMhA8Fr9toG2Cy6blpPyqzOriMs2q7eFQZb/DyrX4vw+S5YL0OWK8DJrJN4Gd022uOhjNyJVisQxbLkCT1rx4Sd2AvobTp1njeYbJs0Y1irg8nPHf9LqNFh3uTAct1yHId0oli9nraU+HlvG3MRx3X2AUD9cZWAhaR4zh6EsSJz73zId32iuOhvgvobKwXNFSRVK2eFYhUkeYe52mPXm/F0f5UnytahKRph35/ReBnTGetwq33Q2UvNNjJEo91LojaCUImJO7Y4/KBIs8Fo0mHLJdc25twNukxuQivzseh7xGgI5ApFSWlrFiFXFMChILMmYV1DbDYZAtzJmdSsIv7dSXB3f1YWYDgKJj2twUl9pC35ck6li9TKdOMASHLw4BOL1Sx6zaOcpVdCdRqS5mFQKUKslIJp4xCFptzIrUD6QhBvLDKqlNmI5NkUVVkbbzMXIgG1k1vyW6eiqoZHCWoWc6sm2tTJruBowTriV8xp7L1nKeC1TRAmIP7xX0zAuKVmaCFKk0GTV6rSVhYJ1XkpGB20Sp4cAFGkniML9oFD6Vpm9B3Uti6yM25LClQUjJ1QZ8VulKo3LjAttkrC9L05XKX551KfdkJb74w9/jYTRElijNkLn84oBrg9L4xx5DlRaJKCtJEcHGvU9ZjkR/MpyFMy/JqZw1OX3MPuDvj8/IiLEGAZUZAlgqy80D/dpoxoC8yXZqEa/Ps2l4ia/JyvZ2tLsLynJOpD5SCFOJTf6NcKMgW0uSF0wgMQLoUJdiq6VP5qduYbVwFCWQPxGbfU7m+yHSh67c+VeTnIIz9XqXLIhB3spIPd8xJFLzurEY6ecpZri8a3qL7eA+y2oTa0LeDjven5HmL08uBPsuiROVCw5IUvln51KYeb2DaNslJmdPtrgnDlOmsTRL72m30YME69jk9HziKSpHtFp1FEQQZB4M5nSjmfNJjumhVz/FAubDsuybGV7AptJlYv7Nk0FmxivUOSmxM1A56+qyDJxV3JxrgWBOcSuoVRWtD3awEtGZx3daaTpSQA4tlxP1Z+5HMeyp5XhVsK86oR3pUBf9boG045GE8ux5fakr0Jm1TuHdROT4VF5FWotYZe9jvN0gbdWAydljWoMdnHftcyg5RmNJrrzjZn5JkHvNlxDIOtp/JcuvZXWRY57pvewKVS2bLFl9bRbQN4HnX9ftcLtrcnwxYrEIW64BuK2a/t2DYWTKadVkZIHDl+U7DhEi1W+5ygtdnlmaLFutlwEFvxmNHl1zMukznrapjADMH2yoXcU4eeUyn2sR1b7AgClLG0zbjcYdusGKvN2e21N9VxRz66nrIM8lqERK2EqK2Prej6m6sLXjMhXbQkguOh1PU6tHHwbc+0FGKYnnc/t7WGWsrw1eSaxNfPO8IZ8zThHNou+gDSqGEOaehcooWXFecXL6Fw7vnFXlszdu6Ea4fCt/FsymPPVhfXHbpnK3ZWDVyFSx3F8XhyQILVdtlKZVzR8OsACWnbO54W1EQnfzcYlkwIyxA0t+LxXxjGla6BKbc6ROUuypFGcq8bPrFC5O/kkbxLg7DmwSsy00hqiu2VhkvirRFUUBUq8+UoXSuVNF6nXbiNHUDTm0yynjQK1wTCycZdyJwdqQskwVItLIQwpyHoRSuwDGXKuMhRBVouODHmXQKWZv7bzanNlUqNE7TcWUKFgyqUp5W0Mo98FObNdy+vY3ctuf2hY0+6JSp7vGs6MdOOjb7Qr/QO1LKmtJRvrf9xK2XK8cvt0x1m+5K8a08VFkdDX3bKM08RhdDsituHxco/CjTl4AuA+104GFUm958P6PfX6KU4HLcQeWCXm9Fr7NiMrvCbXQ9WanottccDmasE5/XT/d3nuNRoTWt3F4uNzPpKXqdFXu9JUnq8eBywCr2kUKx113w2N4lgcy5NxlwZgCO20TVZpK1QlTnfM9TtKKYXmdN4GWs4oDzSZc49h/uHW4bYNiV5S4s86gAqk61en002pCSw0tlsK99FNVwLrt1PbYSdVsj2gaE3HdXFWpbxtuYeEQSW34o93e1YeW5YLkKWK20N8F2lNBtrxj2FqzjgOmiRZw4uzzuX1dNcU3mTZhcCRbLiG+sj2hHMTf3xjx3/S7nix73xgNmy4jFOqTXXnE4nJGmHhfTDnEc7FBjS9luuuXW30WmSKTHg+mAThZzPJzSjdacjft6ZxQqbVcF5VkhpQSrVchZ6rE3WHC0P2U06TJbt2iJhH5/yWIZsiwcmFDlYUdfULlwnBQkrJdBzSS3nNuUgtm8Ra4EB90zHpXe+kDHUl0xKpQeSiWk6NyOIuIqKPZvcWjaee+GrdFub1v1mndag9swLJ+WRdc2c8tqclXpq7UwG94qki7fFRaNuZWrAFacE7hJO/Iwz3Xzu0ox3b+UfFglrgBFNpu6Fy373nMAWV3GNkoBlBzFtvDaVsvDZLL1jh+H5wKPul61hM5DeWU2SpgVUkl54BzK+2JU6QJbn++hBMXFOK75KscqUwdSOOaRTpNw2mVRug131obX3BxoVxYUlGWsrw0oKfSuooDyPiGTqOFfKEpwXVe6Leg0Znp2B6/Y0Sz6owUCbvmd8pnvopSmUz9OP3EnL0EhM+1tTm5xCOcU1qbl1Fu9e1YUmRqvhaezikJT6wfKhqmGUw5jyvAjnDSK9m7TlMoNXeXD9hu3TPZ5Y1fW4bHgvT47NfRm0tllz5hzbichFEErRcp8c/J39bxtzzZ+lNLrrYhjn8U8QkrF/t4cz8s5H/WJYw9n1aRMp0L6npiD4Yx2mHAx7TJbtKpmJrt01V1NyAxT7VbMfn+OAM4nXZarEAQM2ise2x/R8lPuTQacTvubF43u0nWrk0IhCz/Qd5l0W2uyXDJd6rtHtGnajnpwx5NdVeWOCdvevaldaFsm7rd6g6g/bhmXt4Sx47vrsbRIeUPeW36KyqzlZH0VqNmW+K5vtbLV28Ubkbk72W2M03be1ibkM3N3Thik2rRtb0qWSabLFqt1UHUi4CYT1GTosEouWKwivvbgmE4Uc2N4ybtv3OV01uPeZMBk3ma+ihh0VlzfnzBfh4xnHdLYQ6SKPHDG6yKDLfMCFDs99vzNOg44GMx47GjE+cT06wy9wLh1d1k7CBiddej21xzuzfRiyTIizTz6vSW+nzObtcgLK6QrKsPwqxAkKx8VGffTG4s6jn6G3nlNZv3d6dboewfo1Dv/VSugdZOzymBQ79Vi87m+i/MofLmKBlRBiFVs66vPdR6tEl8nq+i5CmS9DFbZVjYHJ6y94HSjnLV3DtArQI4FFdtGw/oujHnvhlXS3L9iFXFrDWXkVTkP6siwAFp1MOnZfA2/BvAV5oQWJNi50v1dk61yLLMKxVhQXI5alEeAKM60VAdo5cjBfa6AKjMJ20lGn/epC67kyQLrevMWxiSy2IGxrrNtfkX9VaeoQtF2XGXbsz6VsqA9xxWgxRWXbb9KVdqWrWshHbBk0ivPsTjltGkYWQk7qBd52udCWA6DDohw2kpxKWz9r1M2R8LVMinnleXTcxqp0w6q6Rmhm12rAmy4PsZNf1a1iizv5nEzrU+htZ918AOb5aykd8V40dCbQnkmkDsELITSF+wJpS8BzXdUxDbFX4GQinYnptNeM5u3WK8CwjBlfzgnTnxGF31jNsxO3djy0TFnFeLU5+6DoT6nsG1XfRc/NYaFQPPSnxP6GZfG05RC0GnFPLZ3SS9acX8y4OVpv7gDx9Xf7DnqylhbWazQ76TMicKUfndF6Kes4oDTy365Cr9Vc9/C+5budWXY+nNF+b6qU+1CrXVGxGYcUT4XM4Yo/+ohRZnpT4MZfdDevDN/Efp9EKT0OivylkSgyJU2Q1RKkJt/qvgH5UWcos7OTjFv6mD1xvSw5y30qOIt3l0VoZanMQFbx/qi0rHs0G7F9Dsr9noLFquQ2bJFmnjVZmGj72JJAZlgvoz42uqEXnvNzb1Lnr9xlwfTAafTHqOpdkG911tw8/CS8bzNdNYyC66uoNnZp/PQc5hRpInkdDRgYc7udFox55dm19TqBFuQbS4k03mbONOmbGGQMp52GE+69LorhsMF06mWw4a8d4hYKQN2cn25aLJWjkc2p1BmLFivmzM6G5QPPUSsEDXf20pK1L5ATIzraXugP8/1tl1fIi7zjRVgFQGRjgdWzzJKWF9o+/glFWVCSYG/l5NNhD6sCXrVHwUeeENFNnI9uWnlUEQg2pBfOgDM5BXsZeSxIJu7iplWutuHCatxoF1M2/eA8KG9l7A4D5wRSKftdxRBO2M5Cpw+rssQdlNEDuulv6EI9g5jlmOfNBXlNwHCV/T2Y6ZnYe1Mk8BvZUSdjNkoLMcuo2iHnYxU5uSuEbYBA529hPXCNz7YKUClkDDYWzEZtwpTDAtYvJYibKUsJ2ERx/LSaqcg0IfzjSmWBVC9wYrlMiRLSlSjDO5rDxIWs6AEImYy8YKcMEq1ByV3RyJX+K0cpDlnYs7oKAlIQXewJll5+lCvBXUKEIr2IGY1Dc0FgqpoT1LmBO2U9SzAzmY6isJr5QhPkdjD/tblqgd+KyNPJXlSKg223QStXDuWcJzXWRO2IMjMN1WYpylABtpjUbYSxUZF0X6hPB/m7JwhBWE/JZl6RRstPJDJHK+vSKae2eEq+5EXKoSvSBey3AU0aXpt4/J7rcq7m0yb8rqKfCmr2+pKgSfwWopsKUpwZdqdCNHuu1e2m4hiApChQmW2CwkbQPPfEuRrVZ6tc3biRABqkZfuxU1bFFLXtXWPXpkc7C6gdZQhBOTaW50KPXPo28nHcuIZF/gFCVDG+YEUWxZjShPTR1uoaehbpx0gRyqidqzPHC7CqnMA2K4tud3K0xeA+kHGeNIhTT06nTXD3pLJvGXu6LEDBTv1Rs/L2R/M6bdXXEy1Lb+KKV3/P0SpKp9LRdzzcoa9Jf32itkq4mysvaiFQcrNvTEHnTkX8y4vnd9kZU10Ksk4QnDOi+pxviyI9LTL60FnhRCK+TLa4ljAKXid/7qsH7UrXFVHWzO6KgHDo1P9StiloVKmUig9Xno5gZcReBmhnxKaZ0/m+DLHlxmeCSvQQ52HXnjKlCgkkisJS0XaShkeZMgOBCIjQyLNOUEp9GKYhyJDkOYeWV79m2T6X5z65lmS5Z72iue2P7e0LjqCmqJdKAlb5FkLskv0VyncV1K9YSuU0h7BZouI+TLUgLqz4vrBmGUcaCBgAbXT3IS5qqDwNus2QQMYp4sWX1mdMOwseXzvkuPelNvjPS5mXc4u+0RRwn5vQb+zKnZCi8uC603Mxct5/fiBtuyYL1qs44Cj4Yyb/gWn/oBlHFUWFyqiNHPxahVwlvXYd0zZprMW7XbMcLhgNmuXLqgrCbClLvTLNNbhw5aeCFPjbMSVPVZFfkT6ngE66XWJN1Z4S+tqTBSKHU8L1BcVIgW3lagQ0qckwWeVNhNyK2dPog7QQEfZOy30J/+xnHwK6rZJBwp3wf47MrIvBqhpyQYIRAuidyUs/l2kvaE5Ckt4kBJdz5h8plUtlBB0n1yyvtAedLD5GKXw8F0z7n92QDL1i/QUELQVN56f8rX/60A7HnB2XNqHCQePLfjmv92vABYlBQc3l+Sx5P5rQeWQuvQUT794wVc/e0R67nheA7xOxtPvH/GF/+81snVVmR0erTl425yv/N5xWV7D+/HjM85fylg6iqAt3zPvP+cbXzhgdiorwKnVSvhTH32V3/5Xz7BcWwcD+vPweMHTz17w73/niXIF33x78tlLPJnyhc/dKMCFEiCl4kMffo2XvnCDe/d6ZXoCvHbGhz/2Kr/3u09rZwvCKPg5HBzNef499/ndf/k2ctehgoCn3nmB5ym+9NkT7RzAlE1J+NAHX+Nr3zjitW/uFaAOAWEr42M/+Aq/9ztPs5iGhQtmoRT9gzUvfuA2v/tbb9N389j6EoKnnzln0F/zH/7tLbQCa9u94vkP3+fuqwNOX+np98bkLAwyfvDjX+ff/N4TzEeRMxgJuocr3vfBu/zr33qSLBGl3p8rHn96TO9kxUu/f33DPlcEOaKbkxegQHtm88KcD3zsNv/xd26ynPgGmOqBuHcQ8+wHzvj3v/0YIhZOu4brz0zpDWO+/G+OTSMsd3je+cEzTu/0ePD1ju55ttn4ivf80Clf/L+OiMfVcw7RMONdHz7ns791rIGkAbsAB7fmtI5Sbv+7oQldjgNHH5ixvB8wuSz7qka6cO1jY87+f10S6zjDfA/6GYMPLTj7V3292OGACflETnCQsvr3zgKEAS/BCzn5uSB71eRhy+aB+qiCz0jEOCtkhALVFYgPCNS/FmZsowBb3AB1TcAfqo1FnOx5DzlViG/aCmvoj4uklxO2EvJc6tXNK1ebHTL15AUZg/6SXAnG4w5KCX14OEw4v+xtKh1bFA4hFGGYcrI3AeDO+Z6Ohyg1hg0AsplOJU2p6LZjDvpzkszTjgYSD9/PubE35lpnwmwV8eX715mvQsg3d6RdbVEJoe98M69FqsAXSOMtq9fW5mnjeZvVKtB3DW1ytZv/beXbWbgt4bYBSLsQsZFg7XdRLAfMyBzfywn9lMhPaQUJLT8h9DWYkSLXOyoI0lySZh5x5rFOfeLMI800wMiUJM8FuZLOjozloJS5XCmO5uec3j1EtcpClDs/ymw450ipvdZ5ogq2Wn7CIFrhG7Alhd4VSnMNftapzyrxWSYBceaTZl5pRqjKIbCQz4bWvSHcGrje0SD/SIBHR5brXF8X4umJWilYGa9tvp9pj4R72nnBdK5BRO4uWNgzOzvallKgMsnlrMt02eagN+Px4SUnvSmvX+4zXba4dzGk115xNJyx7viMpl2S2N/coHJkqE3XPOeDKvJLEo/7FwMGXX3nz2TR5mLSNSZouxq5IE09zi97DHpLjvamjKZdFouILJP0e0sWXsRyEVbHna3yL19miUesBEErQQhI1x6lpc8VgttBQtXtIt4iNJlMGA6HfPzJ/x5fhKVCvM2EyzVXqSncxaH0uvmagOKsgqI84F1BzDsqtliYEE59WaXMvHMPMLs82tCTKUiJ6PeqaTlZF6ZATrsoL+QUm373HdfF9csRK44JXDmYv3qlSZRnNIoyCXJfVs+dWHlYt8wZjvzN9/UaPv811MkBPHWzyqevjCtgJy0T15O5Hiwr5mMCIRTSU/qboDDfUkIDNVD6Fm0pSnfiQu/O5Jnepi+9nens/CAnjfWugpJa4bce1WSgKrtA+q/C8xVI9G5UmuF99TbZs4+B7xV5WVeSbpPxg4wskUVn1/lpBcLzNB/uRadK6FVNicMHFO3Za+XkidAXcpoGYhXeoJORLqW21bXtRGoZ+lFGOreHFpUBJyCjHOFDupSITJmzOMArdxD3L1Dvfga6bewMJjItBy9QZIkprzXhQitbRbmqtY/wQO98iCK9Qk5+rifyjKoCrxRekGs351ZOps0JoXR9xbLM3/QN4Wk+dV4lfyiFCI2iMJpCliOG/WIyli3IYyO7TDl9SyFaAuXu9tq/nlbWWDoeGOz3CL0EG9s4FCZsqisQSxBZFWEW3+Zs7M6oAAhBzJ0yGcq7EpEqxFqR5mt+85t/i/F4zGAwoKE/Otm56fG//Slku1y8kl5O1E5IE6ndR29TxLcp0+Y5CFMG/SVr9zzOcA4CRuOuWRndkY59FIp+d8nhYM502WI06ZYmbnXaoTAO/92EPJJMX+ghhDaBOhgYF9bTDouVXkDZ6yy4tT9CKXjt8oDxoo3KxI5V5N2aqRD6Pp9eZ02ntSZOfKaLlnaVra6OW5TDzWaXvM276H7ME7/8GuMPD3nwnxxtl8NV4K+4CLj8bqd+IZQBNAmdMKETxrQDfVmpJ3N9u3zmsUoDlknAOvFZpwFpJklzqecwoDz7p9MtzPS28VkvM+Ctco7/P+c8+HOH5K3tXrB2iGcjDw2KlN5ZMkCo5Se0Qg3WAj8jlBlCKF22JGAeRyzikFUSkKRecSnuTmW1+PDodX3yf54x/LdjXv3Lj7M+ia6OVy9nmu9w6W0yEXr3stOK6XVWxS7NchWWrqKv0rzL6UJXngdBkHFtMOFaf8po2eH2aI914uN7OXu9BZ0o1uZsi1ZxVqj/H+fIOGf8ff1a4mZ+y5ydJbMIKoAoSjjem5IrwellXwOohyy6CKHodNYMekum8xbzRYTv5/T7S5LEYz5r7VhwqIrOrUI7JmapJKkt0uTLJa//zKcfaW763tjRqYCcLeQoLxtRC89lNSXf9vQc7UbXKHwWXKgiiNktuXLgM//Z1dii3bmjoKqFd/4WSlE1nqj85wCwAsjUQZRVHLeAnOpsWIYxPVbk6N0Q14mAkLbvVMEb9tlkJyjPAbkKns3WER9ClOZAchOApbksBqAiXyAXQk+itinIMg9re4wnNlZD0lTvGlknA1bpzwXEmYcQpayKA/2glXfj+loIit2U1LolN+eXlPmmPIGy7l2LXaVyQEqszawF2cajmFKCPPWqLphN3eqVOz0AKSM7a0KXrvWAU5ypKdYPFcnC03nbhR9TryqHZOkXCKJwCSD0CgwJVXBu68v9i8M/kBoAIVxgrShWJvFN1eaKwjVGbjK16ZoyoUx9FaRKfoQoAV/RDnU/UAq921hrS4B2dWnkWQBk+y11y2n/03HzVXXyKEGNATl1LSEz9pKJla0qTRGEgMLktuwXRS3MKd2lO6aeIgcxrfVzdB2JWEHi8O+QXChtupvnD9UbGnpzyPNzwnZMGvska3+3EuSOkeZ3cT9Od8ViEbFahsV5nHXsM552tCMDm+aOucjzMg6HczqtNQ8u+/r+DpePuqJ8ZdtQSC9n0F0y7C6NmVqfLBe0o4Rb+xf0wjW3x3ucTXtkmeNooFL2XZnoHQXfz+h3V3RaMavY53Skz/Rc6VzgUZJ/I1RPYwcAtB+LocKAmihI6EYx/WhFO0zwZabNFjOfxTrkbN5jlQTEqU+aSWO+LDbrxqa7re1YhcQ1BVe1b8VkbK+32JK+U95t6pTakr8ypglZJomNWe6EdjlOmUWtwEtpBSntIKYfrTnqzvBlTq4ESwN+ZuuIZRySZF7lHqm6s5qd9ND6fkh8G8oXu2VtkskyWSj87XbMsLtk0F0yXbRZLEO9w+PKfhuPVodRgiTxef18n/NZj8f2Rzx/4y53jaOOs3GPVphw0J/Tba+5mPRYrYMdDNYRcDVTuzt152yPg8Gcx3ojzlZ9ZstNN/KVVJVgsdBOCfbNwsZ42mE87jDoLxkMl0wn7d0LJ1vKnmeS9SIg7CQEItV3GiYKucrJH8EBpaXvDaDjnHepKDL1HROXtigH9TDuOWfrPWrbO92O3Q+UvBTft+VN2dBd5b8ol33nKlJUBzJhHtzyuHk7ux76t5O3EKWyXUysTjqKSlx7l4wSZqfLXe3wRDU+OMDL+VcLY4tRLnmVeVdWU1wzO6tIu/eXGEW1bsZaKXuRD6YMpUKu0xWOXJx0TH5CbR4cxzOmARZQOLvGoii3KOXhVIdhpOpwQRWvS/t0AxJy6VwkCeWlYfYMkXvg352sLHAxg1gBBmvtuRyERMlDrbzaUx+4q2/Clk06PFk+DO+F+03bVXP3rIhWuK0TA5Vr5a6i9LngxfQ7JZwKt/Jwi1EUxdmm0yXbsGPWl76yScVYUpOP/a0oQb3b8IoFFCcMZRi7SFDpn5UlTbf/CqcrOo5QXDOZ2tBR2UkqflNJU8javSoNfVvI8zOClr0jx3u4Ml4Z9hTtzpp2K2Y21WcC2u2Yvf6C6bzFzD2Ps5MUrZZewc1yye1dbqPrfOwiAVGUMji8BAT3R4Ni5fnm/pjrgwmjRYcv3LnJOgm2KszVDKvKmBAKz8/od1Z0WzHLOODBxYAk8R5u6rfts9svHwYe3lB/KPueAIRUBH5GJ4zptVYMohWRn6KUYJkGzNYR5/Mey2IXQ5Rjd42N7XwIrhDmjjA21Rp6dgVVT/JRZLAti+IH+jyVyVYhyHOPNPFYriJGdM38qPC9jChItcyiNfudBYHMyHLJLI6YrjT4WSdBuZtVGSfLPK/mv1CytrzbEnZDidiSn5kIcyWYzyOWq5BWlDDoLul3lkznbRarsPRO5laF+V2YmxfpCZarkK/dP2HYXXJr/4Kj7pxXR/tMl23uXQzpd1ec7GlT0MzPUbHYLJZ99GsfSsRIlknOLvusooCj/RlRmDCa9Mg2TNmceVPBeu1zNupxMJxzuDdjNNJgp9fTTgom0zZpItku25pclb5odb0IiNoJYTshJiDzPFil2+Nvoe8NoCMcRaaimNQnd0pnBNtWpjdGGkdbrDV6OzwV9+TUycYRJvQG4ICtndVV7oQT38aVtfRsdsUY5mq4JqxVtt2dHFfZM+cWtrXLAtSo8rfuoHIjnFsMIx6nPMLVSUvTJyEcr2g1cZTzQNVLGlS9SyEKb2TKE1UXyBXgVYZF6F2bytifl4okFrzY8ppdMneXo4jreg+zYZUq3EkrSbU8Jq+NuUaU99BYd9gVz3KCQqkRQF44TlGUIA29O2UTtUDIBWFFhsoozWX7UgXorV66WlCmShAoRYmHTd0U3mHsswU8NVfOFRBc9zAnnBVHC+5MmpW/bh+w53hsvC31X6mvbTu4Ju8i/tbJzrwU9fBOEDffShYOTxXFQBW8CFuX9XI4pp/CTatg3S18LZ4rq4pOKbaUr6E3jxRekBG2EpJVUHoogmrb2qFv2UtAgyBlMumQZh69rr4fZzTpsloG7Lyss+gqil53xdFgxnjR5nLaMZcH1hv3jnScsoDQpiZhQq+z5mI1ZLJog4JhZ8kTBxfkSvLVByfMlq3yzIKNXsnGzc/2Kb0DMugt6UQxy3XA/dFAe7hSTpw6QHlYUd5IG98pBqev2T4oFYGX0Ylihu0lg2hF4GUkucd8HfJg2mceR6wTvwA1V+ngyslmoz9vlVed8V2K+5ZybEXbOwT1CG11Q3faklRRvmLIE8S5T5z4zBYtHgjdXgM/ox3E9FprjnszHt+71GAijrhctpmtNPApTcRqTD2sDiuT/o4Cb905KsdQkSpUUL0LJs9huQxZrQJarYRhd0G/u2Qya7NcGUdD29qs7auZtpxRgTZvv5xpL2wnwylvPz5ltOhw+3KP8UwDqMPBnM5gwWjdLqeDSto1RFFTOIQpx1S1iM99ru1PaB1d8mA00HfuuH2uRmnqcTbq6/t2BlMuFj2msxadTsxwsGA6axHbc9TbqsARNYDKJetlQNhONdhZBlvz3UXfG0BnW68qlGKlwU1x98W2sBUtpYxnvlnlo3LBpFV5Hc8wRcaVRizK9K35Tl3ZcFaaS37M+/odM1bhr+92VFZv62XaLKf2BmfDOvwonJ0HVSrXns0DoxA7/Nfv3yl2MEwxCi9nVpEWpZJslV5np6I0Vyt5s7sL9ft3rEtlsIo1pU2qi6yEs3OSC6NsU7oxBQ0E7Nme+mFC867IzcYRQt91UttZ0odobHlEeTix4H37c70OFZQezaA4+2LHtHo5lXVnbOMpzC5QdewTRaHQF6EaeVdMt6yybwGKAR5FfZQJFfIR7gRh24EVlhTVHSSXfdfkoiiMqU/Tpypn6YoGaH7bBQxAGYBYKvMWJJh03TN2No5luZClA2DcuKL4jw2g5LS1jYnF/VaRp83c8l4bL2wHNaBbi0RVmrZLSkiEytkAeVt2rB++OtzQH4U8X3tnjFeBNv2s6x1bqQQU/f4SKRTjiXU6MCcMsvJ+nIcotZ6XczCY0W3Fjqlaba56qHKsiqYdRTEHgzmt9przSY/JrEMYJDy2f8l+e8GdyR6nkx5Z6m3qWW52TjntC8/P6Xc0iFutQx6M3B2cK3isF+dhYWpF29R5jQboPptwQmjw2Q4TBu0le+0l7SDWB9LXLe6M95ivQ+LML86YVoq7WxhXMHdFOCsbO15tzcjVOdSGLIQb7ioWH9JEKvKrJ64c3cEN4lRtuR4jWMe+Nsmcd7gj9/C8XJu7tVYc92Y8sX9BmnlM1i1Giw6LdURi72Da1V6Ksjxim99g1PkrlLFgqX03upnKBYtlyGod0IoSht0l/e6KybzNcmUWJ1xeLDueXoQtUlUaUNwZDRnNO9w6GPH89Xu8fqm9s90fDdifK/b7C8TQ53La2e5SvvhR5VcJ9P0/Ctaxz+2zPY6G+s6d+5cDlsvQ1EutLZpk8kwyGnfp95Yc7M25nHZYLCLyXDDoL5lJ7fZeuSuQlTmpJvVcEi8Dwpbe2VmttrTJHfSQk0FvHUpv+eRDR0mwHccTZM9IlD1w55h2qRbkz0rnsFap9OQHkuyWo6gaMy8lBPKWQB4YpVLaAxcgPEH4zgRaplO7YKQFnedjfRjZ4QEgPMjoPB2X/DlKce/pNeFxWrYz+0/CyXtnBB1nO8HE9dsZ198zra7go/ntXVtz/Z2TMh3zoKRg+NSK3klcKscmPREI3vaeM6JBquVgz+oIgdfNefK95/rAfyEnLcP+/prrz07Irb2rpOjMh0dzgiArWHfPs1x/ZkLYTY0pllaUlQC/pXjinRd4YW48k9k6ELSGMdeenhV1ZcFU7gn2ri8ZXlsU4cU6hjxHCHjsiTHtfoIFl7knyH2BDHMee/ISGeUoD3PORsfv9BJuPjEG3/Bg/3qC/aMF+4cLDSw8zZvydNzrT0xoD2JyD/JAFOl6geLWk5cEYa7L6+m4uQdRN+Wxx8fa+5bQ8XJP/xserNg/XujzP7KUOx7cuDGl04vL80ECfYFoADcfn+BHRoa+MHkJolbKyc1Zkb+VP1LQGqT0T9bFe92eKJw9yMj0HU8aOWtPaDefmeBHqmjTls+wnXHy1Fxvrcuybykh6B7E7F1faffMti+Y+jy6uaQ9TFG+LO9xQpf55Ik5fpgXYS1Q89uKwyeWNaVIx432cronSaXtInS5utdiwkFetlHbtjxB+2aKDGw65a6uDBThtZSquaSeTGRb4Q/d9Mpxyh9qBwcFwLfAX4I4wEysRoY2YU8g95wDs25+kYCeqPSHYmzsCHj0Kwoa+hYpaCXEK1+DHNgcw91/Dnl+xnCwgBzGkw4CONyb4Xs556PedpDj6mLGq9r1w0taYcLd+wPmC30eR2SqdMbyMEXbLBx5UjEcLDjZn7Bch4ymHQAO+jOeu3EPX+a8dO8G90bDLSDHKaBCO8Fw8vc8xaC/4trhhCDIOB0NtPe4qw5H12V2pd56RRkrcRxF0JlSpdSy3O/Nefr4lPc+dpt3ntyjF605nfX44mvX+fztm7xyesT5tKtdZmeOpzO7eOTyLGp8uePAZYJMVFGPG0q3jVv5W5PLRl4PKfpVbXKXXLe0253xttkEO2UWOci1u8Km/ykFea69fk0Xbe5c7PPFu9f53O3HeHV0AAqe2L/gvY+9zjtv3ONkOKHdivG8HH22Vm3mWWSqqNT5rjLuoNLkrFYBTnXlmWCxCLl/MSjuxzk+mBJFiTZCqtVfBadVMhMs1yEv3z/m9cs9bu2PePu1B7SChCTxGM/bhH7KjcMx7VZcYoktdSQUNac2dsLTDpQejPpcTLtc3x+zN1ggvbwqtzpruWA6bTOZt9gfzOm016xWAdNZi153Rasdb9RFaaGxPT27mxNEyWaAHfTWBzpWQfGE9oxmJ/Tifg0KpUhJWTmHIRBIs9NTKFpWafEkBJ5Z2ZeVNFVg3A46aWF2fVRblqvd0gkjIW955XtZ8ql8Ha+4d4Myfup75J7eGtFKZMlLHPiGP618FQ3bk2SR1OHtP6MM5b4gbUsn/1Ih96IM0cIo5yaeCSP6OYSU5TbxRaho7WkAZ90x2n9eKyccpqaMOq3cpJ3PEki1Mpe78XzBwY0FfjsvTdqSTKfXznnbE2eIUJF7GmBkgQYEvc6Cxx+/LJRsCyaQguNrM65dn6J8DWKyfkQeeeDDO54+ozNINIDwDQCROq/3vvMespWTe4Is1HGVJ+jtrXnn209RAUWa9u+txy95/NZYvxMGnPiCPBC8420PGB4sDbgwefkCr53x3nfcxW9lOh0DcpQn6OzFPP/O+zovKyPjjOHmjQlPPXlRlNnKLw8Eb3/HKXuHqwLIAJClyEjx/vfeIeqlOg8D/pQHvf0173vhLiKy7wwI8gUnj8259fbLop9ZWSBAeMoAQgucJMqXyEjxjnec4bfyIp4OI4kGKU++41yn4+SFFBxeX3DjqakBaKZfo3k9eXZK9ygpdguV1G1f+oqn3n2OZ9pNCVwEfi/nsecuIXAWJwyA6p2s2X/bouKR0IKDg2fmdI7iAjQVfS0U3HzvBK9dX70U+P2c6+8ZG5kLXKDWuh7Tf2ZpAJwsAZIQDN6xonViFjScsQtP0HlxDT0zAxYASiB60PlArEGwA+wA5FFC8E7H2YA7qbwT1I1y7Gzo20PJKjB3gT3KyqRWBvxAg5wskSzuBXpXZn9GpgQXl71NZxy1+EIo2u2Yx45GpJnHnfM90klZx3KdIZK8ADGlwlzbxbBNPUw5ORzTba15cDngctYG4PGDEU8cXHBnvMfXHhyzWoXuYq+jMBtl0upTZswTUtHtrLl2OKbTWjOadDkb9VnHfrG36ZZPJpXLsapl36mMb9ndKN6r6l/DnxAQnq4QcU63tebt1x/w3sdu8+TBBULAKxeHfPb243z13jXORn3icw+Vyp2bo0KBnDtnDepKqPNbANkw0Kvslt0K+FCbaUBhALKZuRNVVH+76QpRy2Y3i+WaCbVAtXx38bI1g0zhTWsyctNQZY2rXJCkPpfzDq+cHfGFOzf50v3rzNYRJ/0pz9+4w/OP3eHGwSVhkJZ578rfZoDbJuphtgDOejyq7dzlP88F83mL+xcDVnHA4XDOwd6MIMwKnioiq8vPJJ3nkrNJj5fu3iBXgudu3OWwPyfNPO6PBsxWEdf2J+wPZxrsFenV+Cqnxw2+lRJM5m3ujYYMuwuO9qZ4LtiplE/HVQqWi4jRpKvv0OqtiBOf8bRNpx3T6a6daUYhZ+mVd7gpJYhXb8x07a3vXvqJn8H3WpsBip0dZ7uskHY5IishjKWJFZMo3lcadXFwVxVJlCPItt/KaU3KWXUyrVqx2/xMKdTlRO+mDPpa4bfxXFO2ymjj5odj/uUErox6towmttu53HJYcdkLDYsBQOdpldDK4Wsbzc3PWaVWAlis8P7gK6gbR9r9spWNMbOyW7ulswCdn5DGi5q35TJED7MtrBw5q9Lsx5WZ7d9Se81TiOKOFysDKVRhZ27dPRcDBdprlnuGyD4I9IBMnhF8/jWSd99C+R7CM3Hc8IZVKXVe9iySdcst0C6kcyUrdSRyc9u1UuTC3AujSj6lVJC58ijr1EO7aMZdRJPaAs8ts3vOTFozsoyy7SqFfPk28vYZ+fvfgeq0tGxUyYsUSt//47RthDn8L8036+rZkSFQet8z5QVTX/bMkTEFLb+hvcZYE1GHhLAuy+tOByyzJR+27LYL5OMZZBlyb1jEsfW/cfYFVeYlyrRKF95U41n+rHqnnDimzoQweeW6ARZhhVYYcXSEwsGE0H1TWAXRGQuULyDT7TTN1vzmK7/cuJd+E2nDvbQ7Xu+ajYUiiDIGvSWrdcBiERH42rPaah0yvdJ1a9n+B90lB4M5o2mH8axTeq6qBq0peZUXgEJKfbZnv7dgumwxnrVRSjDsLrnxmTNWWcDd5w5Z5WF5NmBnActB14KnYW+B7+WM7fmFh7iltS7td4KareROWFeEMdNm4KcM20sORlPkpxeoHw2Y/tSAy2WHVWwOw2/TdyuMbn4v5te6qFUlRCm+uhgfUgRRj1eZy7ec4hIgVznH//Scs79wQB7ZQ/6lblEOZzsyV7tFsJNPm+6V/WFbfurqz+a1kIrQT+m3Vxx25wS/siD57ZzVXxtwsddnsdZ3v1R43yZvO4lt5W1bf7mC31plC6FNSvvdJZ1WzGwZMXPcRT9Kk7Vl3estuPmlM+aTkLsvHrFOfMIg42gwQwHnY7MzusFavRzKaaQUv4Mg42RvghCU53YqabCRThimHOzNWcUBk2kbKRWD/oIk9ZnPotITXX2BbUu51WrJa3+pcS+tyQUxV52/qQi2PBhfnikoFdx6A7f6MuAAGvOlFn0Hk/V5pPpXsHnWR1Cs+Kp6fPu9Uq4yQHHmxSqkFmhsYavo9KKWdyUt88PxEKJBjGNQ6hwor4IT+84KySi8RVlNJxPWm5QBDxbsON9AmwQUN3fb5B3edb06PLoH3YXxXGYVYc/I1vKsnHgYQGXNtLwyDctLRawC44rcPXxvwstq+q6cVYET9TfrUtF6uMul2Lw53Xyv1JukBGqlTlzWgxM3y7XHLyFLIIMU5MpxeWziWS97uWVAlqDE3UGwuzIlg/pfwYewchFFe1BGKxemvZY4x7RfYctnL7y1KJBK/dtPuTIgwPKlwAKr8uhQbZxwB+3K+C9QdWcWoNNXUKgP7uIJgHLycsck01hKm2cbTTlsWL6r/G2Cd6swGJDj8C1s+jml+akFWpbl1PL6RlWVhr4lqusE9fcowkjfkbNY6sv3olbC/mDOzPWsdgVJT3EwmNNvr7g/svb1Tl/ZyHPHC6HwfX22JwpSHlz2WcUBgZdxc/+Sg86CyyTgLO6zzMLaAGj/btO6dbqD3pJ2FDNdtIyC99DJU8f2amGqSW8Wx1WmKjIoAwtplM7WiqPelEFrRZz5jE8j2mrJaNbl9GK/qpxvncidsqrNd6qOCjYUfVUVn/O3UmoBQihzgWeOJ3MCL8f3MgKpL/H0Za4vH5XafMuXOpxA4Zkdv0xJxDIn66XcvLmAtrlHzvCTmstG81ySKUGWS5LMI809kkw/299Zbi8oLSbGzTqp067+cFX4us5UI3s2ZhUHrOOAs0mPk+kZe2pCIHPednQGCi4WXc7nXZZxWLmOoqr3qdq7XR1oFyrZ/U4pfe7mctJlvmwx7C+4djBhMjcuqR2wuSsphS7raNolu8i51bng+Rt3eXV0wMWsw73RgGF3yfXDMaNph9m8ZepnC0sbC3Xmg1Iksce98z0OhzNuHo24PxqyWgW1ZKqyiWOfs1Gfg+GMvcGcy0mX8aTDYLCk118xm+5YsNlWzod5WHTorQ90ig5wBchxvQ+JsnHrZloVprJoXgemomTVwFLZYVX1dz1vd9+0cuiaHQOcM8oV/5xIovZdbXnnKkc10Sg3D3u4vAYsKs8F4scBMSZpKbQ3MpuV3T2xYrTjX8G+KL2ZQWGGVcwTnssbm2cLrVg3QJfzzfZdC/gc2ShP13ll/DI81g/YV/RNIcCvTli5y7cCe+eOEhT36xR8SPQgZuSiTLuyh/CV016KMzUWZLlNbdsEaOShLDDLMM4jTNjc8ZRmI5vw7u6LyPSkXFS/ASRQKvYFH3UnGYJil0dZQIMqPbpVnFVQxi12PMtCKqevCcuwUBXbeXcntvAMaOpJ4B7Wt+nX5FW0T8HG2OG01Trf7iXCW0mYxO0y96OACbFNRo58K8ORcupCFeUoPP0JNFCsM+iOVZXd2gbsfNvINAG2VIfbgaNWSr+3ZDbXl2C22zHD/kLvdiwcBwJbFSANII73JwRezp2zPdZxzdvRTsWpihaEgFYr5ng4Y5X43D0fkuWSfnvFU4fnJJnHl+5dJ5itikPM26k6OkmZ0+2sGXSXrOKA++dD0swO7ltk5iZT1yW3AQY3y2LecgI51hlCgJCKdhhz1J9x0JmTK8nFosOde3ss45BgnPCEmjjddwufW8pZvKtcGKquLpMztusHDWQ8mRP6GZGf0A4SWoG5fNPL8GSONDqKUvo+skxJ0kyS5ZI481klQfFeqz8GjGBAzSqnt5owOR+iWlIDqMo/DZZ8qYFUO0gIpPYqJ0VurOVzcgwQyj3Wqc53lQbmXiANiPROmDueO/PQRv/YBR7q8q6BaefchwLI9UJangtePT8gizz6rTVHvSnvunaPVRpwOutxOe+QpH4xBV0Nvh6CQB6Z9BwZx9pzWbsVs9db0G2vGU07+vJONzt3/HdTUdos7vZoj+BS8uTBOYPWktdH+4ymehfyaDCjFSZcTIzZq53YH5GyXHB62WPY87hxcMnpuM9s0dKLgFv7hiBNJOeXPfaNid5o3GUyadPvL+kPlkynbX3vV1UkW5SaR2bzewDouPbs2yZtC3K2bJVV3lglRjnuXYuGr0DUK8ZVoMVm+sX7WqZ1JnDSqL0qPDC5Zm0F88IBIuat/V0BKU54yzei3DGxh55teq7Zj5NvASYKD2tOwaRZ/S5W67XwVJ4V5yGKYUloJVlUAJPVOh3FWloFjkpd1XdvSiBVlZFVAl0DZGUUZCVVGd+VuVWgHZMtjNJeAAFZ4w0Kk7bqvT/owVagD/f7ovBolkurjFLsoBSKt7MKqxywUujWlif3QF8dkHmq4r664Cu3v1UZ1cS3O0h290PvDlHF/A6/BfZ1Jmwr73IcFSjhqOUCnYfhvyyfAOmYlBU2Y049GWCjnB0inZ7DFxRAoHLgsdi+pWKeVoAhC3iK8KYCLFLf6GfCfFaOyaYz2RYI02Zq3rl9uLLT44Z3yanYvGC0eF/s9CpVtvdC9E4+9Txds9pt41ZDbx6J2nNtCmi1Ynq9FdNZmzj26HbW9LtLLiddvXq6DQwUrxRhmHH9YEyaSe6c7ZGmektY5ApcF7i7qtl0OimVtq/vLLVb20ULKZW5F2fM3fGQ++MBWSYZqvWWwtVJA6co1Hf+ILQpzXrtlKmmN4rEnMu048IunXeLHIv06vOt7R9SXz6611lw3JvSyddM0g5fPztmtoq06ZBNc2MHfYemWcm0zpSqvnKnBgGYnRnfyzWYCRO64ZpOEBP5KYHMUECS+axTn2UacLHosk594swnyTwyc7moNYdmm1zZ/spb54SJvtxyQ+m8oq3ooVDXrSdzPJkRehmhnxL5Ka0gYdhaEvkpvszIlSz4n8cRizgsQFABgJy5VDP7KBquK1xHyO5CsvM5TT0uZx0u523CIGPYWWjX1cNLxqs2D6Z9FuuwNCGrZFNDpg8V1KPwrhlTuXZYsF4H9LorjvemLFYhk1lbW164ceqL5KZseS44HfeYriKeOjznXdfv8cr5IbNlizsXQw4Hc24cXnJ62df9bys/O2Su9Nw6nnZIM8nJ3pTAz7icdAorFKCqNyPIUsnosseeuWvnYtxjMulosNN/BLBzFd7dQm99oGOUjvKGk83vhTmRfWUVrcKsyypZqlB0lQugLNXBRuUcjvlu3dzWTeaMwlxxc11Lv+TTaTSuK9xiZcooyUaRsqvZpfLiKM5Qu7TRSa/YMXAGdufgt13xLryV2QHJKVuxO+Mo1sKCHWuyJXTieZGm5aVkxSrCpUlhqVAiyrmncJNsdpIqMrbKtIC82DFy60DpnRVROwujrMKsjHtHUZRDywezY2LLX5vSrFmbzc/GtWZFNg2vmqZ+cNIRFAA090Ha8zC2uaiyXhVVRd/NR+QlmLNU1EkRiOoZHVEDLTj1XZhA2YTKn1a2uXGSYHePirHT023DGHDUQINpg5kBWJW8FEKYHSZbV7YPCQrAZEGccF02U2vT7nfbZk1YF+OUwtqtMNQClhOha5rpgiOBsd+jakZZz8/y4LbpAteYCS5OwA+q/cb2k8q4QAn04Aog1dC3ler6g6OPCRRRO6HbWTOZtkkSv7gj5+Kyx3rbHRRu0kLRihKuH4yZrSIuxj2yrAyvhEA8wuwv0ADgcKi9ut2/GBInPq0o5qnDcwIv4yv3r+lb0y342AUybIIoPD9n2F3Saa+ZzNraTK1usuLKR1E6uqnLzG3eoha/Hs5hxu7etMKE496Ug64+uP1g1udrl8fEyi/G+q2yVjveX1l4VT4aHvTUre+HaQUJ/WhFP1rRDdf63p3MZ535LOKQs3mPZRKyTn3STF8qWgeGys1W1J5r4HHrexve/Nuozl3jnrILlvpvigR8lm4YM3lLofC8nNDLiIKEbhDTj1Ycd6dEXkquBMs0ZLaOmK4jFsV9Q3KzjLsYq5RL7AxWea20edVpPOBs0qcdxRz3pjx7/IAkl9yfDhjNu3rBQDlNYOPsQo2VJNdnH9/QGFu2vSyHyVSbr+0PFlw7nHA567BchYZvqwhsK6SevFfrkK/cu8a14YRnTx5wbzLg3njI6ahPv7vk2oFOczp37rgSTtoVSVUbllIwX7S4k3lc25/gydyMOTpU8GBFuh+Rh7aTCrJMMLrsMhwsip2d6bRNr7diMFgwndTcYW8TzSPSW9/rmllVVc8L1HUJtQleSYX8EKiOE8fWRVcgvw/j8tgqGxpk+DdzguezanqmEXfenRA+nhvX0hRhhC84+VMTvL7aaDdeL+fxHzhHeA5AApCC/VsrnvrguMqgWb5+6gOXDJ5Ybw7wPrznhx/Q2UsoPEKZb+1hyos/fB9hHFcU3tOAkyfnPPvhM9M3nESF4KkXR1x/cloqgmjl2PMUH/rY63T2Y+orwd1hzEd/5BX80JTJmKIpAUe3Vrz7Q/crgMcCpaefPKMVpYZ3qyiD8OFDH3mV3sG69CZm6qvVS/ih7/86YZQVXsbsbsv1G1O+/4PfLPKwwAIheP7Z+7z7mftV18gChKf4/he/yd7BQntcs26iJXTbMX/2+79M2EmKvKyXsqOjOd///m8aL15Wxvrfe565z9ufOtP5+zof7SEOfuj93+D68bQsl/kXtVJ++ENfJ2qnDjDUcY+PpnzsA1/TjgxkWSdKwDOPX/Dut9+rnlnyAE/xgRdeY/9oUQVaAmSY8+IHXiPqJAXPlo/+/prn32PajZWhAbmHN2bcePqyAMu2zSkBXpATddPCg59ti2GU8ae+/5uE3ZTcK9sGArqHMS989PXSm1whR8Gtp8a887mz0pOcVYA8wVPvO2fvZFl6MzNtVwaK577/HkEvczyd6c9RP+HpD10gfAOMnL4yfGzN4TsWxU6jO1EdP7egd8O6ni7zEgE89sIMr2W80ciy0oJezrXnZ+XOp9PFwuOU9hMxlUnK9IfoydRxPV2ODUhoP5siIgFBWGpOCAjBe1pVRnmB0iBnCFyvzRZmnMpOJPnAIveHormGvlWqK532UShanZhuZ8101iJJfPq9Jd32mvM6yHGBhaM0dztrbhxccjlvc3ZpQY6o5Lf1EmeXJaF3lK4fjslyyd3zIUnqcdCf89z1e6xTny/dvaFNVXLKgRiQcV5LrOSt3Y65djDB83Lunw+ZTtuotKaIbgNMGxYQtfTrsqh/BwqX2H7OsLfg2Wv3ede1ewR+xtdOj3npzk0eXA5YK3vZqtiS2MPIKYCbhNnpEEKf/WlHMUeDKc+cPOD9j7/K+x97lWePHtBvrZjFEV+/OOYzt2/xmddv8fk7N/n66TH3L4eM521W64A0leTWVXVucqzLrgIK6/3d/Vsq1WaUKD8VadpBv/6umk9F1zZDSBFcgcoFWSaJY5/5MuJi0uO1iwO+dO86n739OH9w+wm++OAGp7Mevsy5tTfixRuv84Fbr/L8jTvcPBgx6CwJggzhlTLdqKYNILoFCG0hy2ueCxbLiG+eHfH5O49xfzrgpDflPTdv88ThOa2WcY1ciq3QETeostD1iFQD9ApIUo/TUZ/xrM1+f87h3hTfz82U4FTEtqpW+m6bu5dDvvrghKPunGdPHhAGKZN5mwejPoPOkiObZkVOuzpX+ayUYLUOuHu+RxSkXDsY4/t6DkxOWtrLbY2xPBeMJx3ixOdgT3uDm82084XBYIHn59tl9ganpbf+jo4h8ZqCeMuHHPKvCVhryRXnU6SAlSL/utAr25VVa8guJSxMw60B3vh1j9y6+XRNWnIYv9wmj2U1joB8LTh/uY/CWdY3+c0vQtYrx07UkpScfqNFsjb3JggobL5yeP1LQ+K5V3ZAc8FgvJC8/vkeKmPDnGp83mKxDIozFsUOhYTTOz3yVSkD61o6R/D1rx9oHinLpYBVHPDVrx2RKeHOg4BgOo9I7kjcLU1l7oO5mHS1nbZRMG29KOD1syGrxHeAkZZVknncPR2QIcvdA7SyvlgH3LnoO4CqnORH81a5KyAod7Kk4MGkxzr1N+aIREnuXAzIclkAC5tknHqcTzs6b+nkpRSjVcs4MRAF3zbi/XGPRRJUQCkKMikYTdrkdlfD7kJJxSoLOJ/2NBgUZdNBwTLxSYUBdDkVkDSJW5p3R3mwjjfiTE/yVrYiR/cHTyH9vDDxs3ISuV6h9YNMy9ZxzIDQA6CVk7AyVoIMyelFlwxjvphrxwNKQZZIJqOOnnClOctjdovmy4AkK/uXssq7gGzmk6fS7MSIQhgKwXocanNBYzpZmMnlgmzubbVAEKlCpjofvf0OQhcKEaPPO9mZvDiTVTfPw7mgFO0ZTpSHe4sHH3N/ja0TO7YovMiuCEqnL2vFUfWMzCszk4JAwJ5CvEpxRqcwvWyDGgD37PqrKECN2gdxqWBseWvoj4WEHuFa7ZhOO2YybZOmUh/Qb8VcXG65I6dSPVrpG/SWHA5m2l5+3irPkVytpxRpgDZV6/dW7HUXXEy7zJYRnsx5/GDEYXfOq6N9Lqa90kuSO+iDbqtuksKYhvUXhEGqV6ONQwSRq9LZjlLIWJGHO9Zgr1JwrmqqxqzK9zP2uwuuDSb4Mud01uOb54esk8CAhEdo7xUXw3WhVhXNQp2QOaGfMmitGLaX9KMVvsxZpT7TdYtvXh7qy0RTs2uhKqldXX7HLHerEHaaVm0UbEc+9Ti1suLmvy2LcmzZeO3kJ5TQZ3oySRL7zJYt7qPHON/L9EWsrSX77QWPDy8BxTyOGK/ajJdtFnFovKZZUz2Xx0cDOfVg1nQ7TjxOL/UuT6+15tpgzPPX7zJZtbg/GTJbRahcbK2e4l4oUfzHhtK4jeqfTT9TSjFfRqzjgEFvwfWDMZezDvPCwYhy+qSdZJyi5YLpos0Xk+vcOrjguet3+cbFkXYbfTHkcDDj+sGY03GP2JqyCa7ue47A4tjj3vmQk/0JNw4vuTcakiTejr6lz0lNRm36Q1GYsc1mLbq9FYP+gsmkU+5GW1Gm+Za0dtNb3730k/+9di9daWQ4wEU5k7kyipNLVhFVpjMas7FanIr5k1V6Ksm4Ix9lo6m7kLYfVTVOYTJn8lIXlxD4iEGvmp9Vht00HQVI2zc7PNZlYJVYV1T1MzrumRpZLVfx2+pO7jkSN01RK5/j7EAJAYsl0e9/kfTJY9J33drkp3imRua+Ik9smoEJShM6q3AXyqb+mwcCmZXmVapSL279O/yC9mqWmvZTAAA3Df3bNWOT64zoM6+y+sATqMCrnglx/tp3uafTEEqbrgnrXtnwUsRVSuclq/Gt7OzA68qncnXEFh6QVOPl5p1dcLE85MpxRKAIXnoN/5unxB99DtVrlwqANcFyTRrtggK1d5Rl0u2W0muYW2YzoRfniVSZnjVHrfBa+e1MPLk+01KRgXuWT4HIy4FWjaf6gtm9oSNoqlRP05bR4dGWc2t891s9nqstuAFs31ZOfCsbynpXQlTK4+aXqrhxL/0mU+Fe+m99CtlpFW1QoHdyOp01k0mHNPUY9Be0w4TzcY9k20WgBWl37PuDBXvdBfcuhtqsRVUHKpGp4n6r7bqWNik6GM6JwoSzsbbbb0UxTx+eI4TilfNDFquo3D2ASkLDfzchjySz93T1Cw867TV7/QWrdcDlrENmTH+KqFYGmW6vG17UdtGj4BKhCIKUo/6Ma70pqZLcmwwYzTtkmeeU49HyjB6seeKXXmf8kQEP/pOjUhs2SVhVw/czutGag86cvWhJJBNWKuBy2eFy2WG+DkkzrzyHApsyqU9Qj8hjlerxHp6OXOec/J9nPPhzR+StHaBzV1ruAdVKOLbkq4pX9WG4TqUao9toK0gYtjXw6YVrFILpusX5ostk2Wad6Etlt2q4Ck7+6RnDfzvh1b/8OOtr4SabO1gWAFLRChJOBlOOujOWScjd8ZDJsq132Zy0inOirifZN6ke9a5rwn5/TppJRpMuSVq6ee5/do6Mc8Yf6m9EF4DwFCeDCY/vXXLXmLIpJdjrLei3V5xPesyXu/r6tnKUwvY8xdHelHaYcPdiqJ2gbAM7SiFThYqE3rlurfV4l3j0eit8LzdgRxZZiFyRrde8/t9/qnEvDTgABFB5CUqsElANbFY+HSVKGC9RplLLXQkLDlyAo2rAwskfys4j3YGxxoeAyuHo4iVVUzJLRWd0eyalR6yKWU2Np+Kbc5am0rlr7hUBe0u9q8CXc6kzYhnAUuwKuGOf9b5ld1dw3qMVdFEHTIWTg5IfazpV8GYHFE/vDJGV4QqFWTrxLK+1/pq753ZqVJTd1o/lX2JMHGtp2nJL9G6VyVPkjqtohx8ry9KBgZOG5d+tI+F8M+AD544Wd1xx502hTDmhcPwjTNlF7jRD5ZTPminYu4BkyV8pX2FYU2X927AOyLM7JLjlFpTgzbY9SdmvoCi8EFZBNxOlENp8hjI9u8tjy17sqpi+UnhIs8IUlOfVjIwqZPqqLrsp55ZzYIVJmhvf7FQVYMftV0XfcT5Yrwr1McXtZy6IqeTtplPj3/1pxrXNcjr5XHFxW0NvHlmQ0+2sGRuQM+wviMKU80s96VcGqcqYpQ+uHwxn9Fpr7pzvsVpZ+1JjRqbQlyC7mmR9iBOKMEg53puS5ZL7F0OyTLLXm/P04TmjRYfXL/a1IvVQYKDbjedlDIYrWmHCaNJ1wBebfaQUxqPTDrAGICS6PP0pJ70pyyTglYtDJstW9VD5o+ziXKmcquK8TxikDFpLjrpz+tGKLBdM1m1eHe0zW0bEKthUvnco4iXtEtQjsrdBu8uxMW5sla3Y8lwLsvH9ijKY12pbsk6U8rsgTT3mqcd81eLO5R6+l9MJY/bbC24OLnl6/6xw0DBadFmae44KQFnRrxzaxmbttxJArs+8vHp2yL3xkMPejCcPzklzyd3xkMtFp2hj5bz3Zo6lRh9VsFwGxPGQYX/BycGE8axTghMbVFWilcXKBPcvByziiKePTulGMd88O2Q07bBOfI6HM4IgZTztVO/P2xCg+04/ZxmcjvocDOfcPLzUYGcdlDvMloQgD4AcptM2KDgYzrkYd5nNyjM7k2lHX7AsKBdrHpHe+kDHVTpcBcHdhXEVUhsNqt+tRusqC7WzNPrAhXI8vdkWJmrKiultxTkCsdnBRPFfdffDMY9BOGkIUJRL+EUcWzZnx6eeV8V8TVY/2kPqJeCpKdFFJ9KyUDZ+YWZl/hqzuWLnxhMFj9UdKEf+tiymjKUDBlsmysC28SPK8ntOGd1nWx7XBbIo0yzu6rHvXZEIqgNywSMb5VDCKO6i+q2QgSzj5j7Froo7hijpiNcBHbmPNqlyqBhQvaq+65q0FaaZSVacHbEOiV1nEPbZBSrlDlUpnyKMvXPHWb0qZGx/G7BaOD5wTS7cdqDKugAK8KM882zyrDhfcByK2Dosno0AK05HHLBj6wu0cmQ9pVl5igrQMh4ErYMSt08X3ussmHHKZ8toJG4zdU0edbnt2CTLNIt24XYOG86mb9+ZcEo5u2Xm9zYyixtaNjadhv5YqGhz2lzNgpwslRWQkybezrigV04P96a0gpQ75/tV8zYBeVSuyBde1qCcG6E4j3O8N2W+jBhNuwihuLF/yfXBhNdG+5xN+sZU7eEahhDQ6mqPamvjMtpdka2QOxe5FgBXZrAZV7/XPToMUq4NJxx3piyWAS+fnmjvacWFhDviP0qGTvmlVERBwl5nyVF3RjdYszIK9qujfZZxWL1I1Ka0FchcJde6gvDtol15bFNud/Brx6SN9LaVc7Nccp2jQlnOVQUSqnEkMNc0CJLcY5y0mSzavHpx4ADOGTcHY9Jccr7ocjHvMV8/5ALabewJm6Gqcq1gHfvcHe1xOulz0Jtza3/EzT3tiXA0N4DnDbe3R2GsfM4yGI27LKOQ/cGcVphwOe04GVq9zL6y859+ni5afOnuDZ46OuNd1+/x9bMjZquIu9mAk70poZdxPumRpaYsldXWikQqfOW59qaY5ZIbB2PuX9o7vLa3d6VgOmsD2ozt/FKbsfV7S23GZsHOG6S3PtAR+mCdKLQSRymwgrYuYC2YgWqfLsLDRmOrnd2pXHRpFZe6W2ELbFw2CkVG1c7NbHl2ebNnaex724AsOLB5Oe2xarIlynSqTFY9n7nfrRLqKFqF0w+jaNX94VfMzTyonw0qA9fKh1Wka/Ore/bFScc9U+R6DSuAh5mnCtOIenUWF3JWk66ADyedIp4FL9v4wQlfyLP8bg/8ozSYsBsnFTLlUQ4PNj05X5O3w4rXLlFr5naMLvgMS9MR4dg0V3a7CoVd11fuqeokrcp/+iwNuNsD5dkqCiBVFE5RwgwDStx7eQpX1kahLwEVBSAs9mRssWsyxCrvULTVwr+/wIAhp6HablzbPSrOtdiC2P5hI0lR1I3lu6jnjR0fG3/75F0cWlW5s6jxCLOjC9ptZ6z0e1G8L116YyVYeOqzQEmQV8eHhr5NpIhaSeVMzrC/dEDO1ZO652WcHOjzJnfPhySJb5PV5LRXJ0tA7/TkkYeQin53yX6vPI/jezlPHp3TDeJNr2oPIwHD/oJ8kDCadrVik38b2pGrK5k2HViA050xj0O+cv+ExSQki9xdKFUO4o9K7ra38Vg5aC+5dvM2nSBhmQSczXu8vDjW533yckytT3BqW51cCXLeIG3okI+atjMubSS461097er74HxNuh868/2u8CXlkVf7tiOOmdRc9UyrXPpQ/HodcDrtE3iZufR1xnPX7uq7X+Z98iAtkndOJ2xmtUUs9XAqh0R5PBgPOJ91OegueGxvxI3hmDuXe1waN90l4HkYsH2jZHZ3VgFxOmDY017UkpYy92Ztm2/KQisgTnxevn/Cjf0x77h2n1cvDjif9bh7vsfRcMq1gzGnowFJ4jmYr660bSpBKldcmh2h6/tjHogB80W0BeyIQjTTWQuFu7PTotdf0TdndjZcTz+E3vpAB/S5ilArIyIrlfNCAWyJTUcF1nwsErDGrI6KIp4IhN6VWFmQZDMDEaIHdnOIudQOBaKlUGvhgCujSJkDx9mqPikpRCgQUpEnwlFYNHlRjsolmfVa4+xUhe2cOPZQWcm7EgLhKYIwI175VcVNgOcrpKe0qYRVNoXmMYwy8hw9+bor8J4kbKckazPQ2HIBBNq71npp7m9Q+ruSEMgcz89ZxX5FhkqC19J3Gygpyt0Yo3CHYarNJxzF3/azKEi18wAXpKG93AhPkcbehtc439NKXapk1VTMpJdkXsUnvA3jB5lOz4AVu9sgPH04vzDxsDqoAunrustT497VARZekJOnpflksQijwI8yvbJrdoisKZwA1MAv7LzL3RIQ9j4gu4ppzccAgSpMSCxvFkxIFGSld7TizhzTHq3SIijmGr0TYs8vuWZ3jsz0XUM4uywCGeRkiYljFSkje+EpfTO6exZFgPI1T6RWmSgHTCHR7V05/FhzNw9IRSHXQuE3/c/2EyXNeSCh+x0CVCYcMzXzR27af9udEWGwSsWktACNehwqzOssFbs39THF8OzmXyBXtemWugLURJmeuytlvmsTQycrBUo5Zn0Nzvk2kgY5rne1Qc+CnO6WnRxXMdBjzLX9CVIo7p7v6Qv/LG3TOZy+BZC3JFLm7PfndFsxDy4HrNYB7Sjmbcen5gLQa8RxsNHOd5UnCDK6nRVZJnlwPizc8O6kOp9vAHvYeVUIPRaf9Cdc60+ZxyFffXDCfG12cEKoNHJq/eWK8hR9XUAQZAzbC47UBLwcJXPO50NeXnT1eRD3MPrWtHdo04+k8+5gdhsWeEN9druyWSb8MOau/p4OAzMP7ApXz88Nu11x3g3InInW/p8LktznIulxMesS+Br0HPdmhO0FiZdzc/+S83bftJeaedtGWbeQ81opfSfP6aTPxaxjdnguuDGU3L7cZ7xoo5Q7b22TxZb0H7lOBVnqMRp3WbfXHEaXqFDvPGrTs23yLnnPM8mdiz1WScCTB+e0goQ7l3s8uByw39f37Ty47LNahWYKchnb3bCVgsmsTa4EJ3sTToV1lFId08rwgtmshUBxMJzrnZ1pi35/Vd6z86gi4XvBvbSZ4OV70e5U7SqtNanxBXxEQNcBH0Y5kT1F78NrfddHYZKl0wxvpYQvxKXyUAAGweC9S3q31mV4s2QgfLj5AyPkwJwVkgKVZQil8Ac5z/zoWeHy2aWDx1Y88cFxVZExO1DPfvCC4RNLo/yK8h6RQPHij9ymM0gc8zbNa2sv5YUfvWM8PFGu4kvBE09d8uGPvK4/OOZlCHju++5y823j0hzNlEEEih/+oa9xcLCont+RMDxY8md+9Ct4kT4Em/ui8Bp289aYH/noVxHGIYe7S/H2x8/oRHFp3ubpnTlfZvzEx77E4GBJ7pcKtJLQ7cX8hR96iVbdNbIHTz12wY994GUdx6P4C/CB51/jve+8oy0PTTwkyEDxn374i9w4mBYyssp7p7/mP/3BLxB1k8JsTRkl/PHjMZ/40Et4XgmmbfwffO4VXnjb3cLG1PInfcWf+8iXeOzGpQZ3fnlGpduL+b/9qf9IpxsXZcqNLB+/MeInP/qVwr107oCn9z5zj48+983qGSD0oPdnP/xVblyflLybsoWtlP/0B16i119pOXmQGxfdR0dz/uz3fwUZqIrclQfvf8frfPA9rxe/XZAThhn9gb5EsKgTAe1OzE/+6Et0ekkJqI2yv3+04MM//AoElO0NUELwznec8v4PvK4xgb13ysjq/R99jeNbsyIt266DKOcHfuwVWv2EYmnahOkfrvjIn34VGZT52/n0sWemPPO+8yKsPnek+99z3/+AkyfntT4JMlK8+PG7RF3rft4kJgWtw4ynf2hUmMWVd0EJ9p9ZcPTCrEyvGMNg7wNzujeM62nn0l4RCIYfXUC7FgdgKIg+lOrxyyakdLjgMUX4LuuFjcritnqXhGvlGNPQt4fCMKXfWzFzQE47irm47JIm29Ygy7rw/ZzrB2MUgrsXBlDU66pedbXfnpdzvD+lZQ4Lr2KfYXfBu67fY7Zq8Y2vHTggRzj/HLLYWyi63TUnBxOkgOm8pYHaLjChan/rz9uozoJQ+H7Oyd6E99y8zV57ycunx3z13jWmy5ZZJKnyXFlY2Nm0dYcQAqSn6HdWvO34lPc9/ipP7F2wTALyXHAx73J3tMdyHRRunovFml3yQjy0XnYWfhdO2BX/atS1LWD5u0izrsi6yGoXQ2Wayn8UFdPNf5syvk2WRh8rlI36NzthlFwrJYgTn4tpjy/fu8b9aZ9cCUIv5V0n93jhsde5uX9JFCUIqTY34d9IMTLIl4LT8YDP37nJ+bzH04dnvOP6fXrtFVKqq+vOpW1hHlKlSsF8EXE56dJrrzg+mBIEGTt3MY2QFNrl8/mkx5fvX+OwO+eZ41N8L2M06XI573Btf0q3u7KQpGBG5CCTbW1H90OlYDZv8eBywMlwSr+3LC+G31JQpQTTmb476HBvhufnTGctAHo9I8NHpLe+17Wn/zK+jPSOTkbp6s+QEkAkIba2J/aDBj0iBBWzqUR4gC/KnSBnFVW0hF4tt2coCl1HaIXEYKBi5UAa85EO5MvaqhwC4SuEr8jXsshHjTTg8K71tQ1wXnZsJBCneH1BlvnlCoLJC9/sECz96hghBIGfIUPFah0U6VmlPGynZLkktXzYLD1odxPWS58sF6BUMcCJANrthPksoDjDY+IFQUYYZswWYZmWKX64nhP+8y+xfvqE+IUnKopzv79msQxIlKyYkHlS0R3ETOaRvvTTXMipPAiDjChMmSwiR7aauu2YTAiWywDlU5i8CWCvt2SxDFnnzuqq0sBkf7jgYqy3ZJUvigP5rSBh0FnxYNLTHdzp7wedBVkumSxaiDil+29eZfbRJyGQHA4XTBeR3mqWFB6IvEBxY2/C3csBWWJkaHZHOmFMv7vmwUXP1GVpZjXsrQhVzulMXxJld3tkBjcPJlzM2yzXgZ3XUQJ8oXjyaMTrZ8PqjpSEtp9w2Fty97SPUuYCXrPLcDycI4XiwUWv0n5bf/gq4dcfsPqx50h73eLiVRBIkTMYLpleak81hXVIrvCDnHY/YTqKEHZ81rMVnU6C9HPm48hcQFqeL+kerEkWPsnS0/ITmkcpoLu/YnEZkSfOeK/ACzK6ezHTs5beMbNAQkHUSZF+zurS9odyRbZ7sCZZeiS3Z6gsRxzs6V0fT9G7FrO4H5CnTr9E4UWK1n7C/G7otCedYKufIHzF6txZ7TDybV2LyaaSZG635HQ/Q0LrsZj13QCVVNMTEfhHGcmdmsKpQO4pZKhI75udG1P/QkF+QyLmCiY5aR7zW9/4pcbr2ptIdm564f/9P7BUQ+J1QK+30vfkjHql+dkG6Ur0/VzfbZNJHowG5dmXXVFE7dlcTnmyP9VnFy575EpwNJjyxP6I10b7nE76EOu7w6oHDDfTk17OXn9BO4y5mPQIf3dFHkqmLzhjgUNype+y2nAhXddv6+QAHCkUw+6CW/sjFILbl3tczjub7q7d6EohEsd1tb3c2C44mHdCQOBnHHRnXO9PiPyUi0WX+1O96u/fTXnib77O+MPG6xrb89tNtSV6V5+/ioRyZPNG86vHu1rt017Xznnw5w/LM15bo9Yblx076wBpG3hR1UfnlQZ2qpZOPb593BZuS161ICf/9Izhv5nw6v/zcdRjkmFnybX+hF6w5nLV4a5xG13Z5dlWnG38177rNqXNKk96U8arNrdHe6zisOb1b0cCj7qtUwvW/+wMP03hR326rZgLa0oKu2VrVTQBUZjw9NEZnsz52ukxqzig04o5GswYz9uMZx3Df9l/3KS2NRohtBfGa/sTzic9JrO2s7m1yZOQmDOLCeeX+pzgoLcgniV86f/+vzRe10pSiHX17IsSjm36Oi9NfgrSrVNtu3vHrvpu+yYEKjFKSNFiFAV0XVIBukh96FghUAsbVlSAk0oFKpcWGBfvEZIsccCPa2qUZaTrqLqbI0wYJUgXjmMAw6cSEOc+rG0+No6Ov4oDLSezeOjeRbNYaMVNf5NGxqByNJBBlQfTTZw481ivvHJf0UkzSTx8a1ply236+2QeFU4P9E6PplQILmctigtIHW+G68xjZfKyZbBjwmxteJcU6dpzHqNZu5S7Y7qYITm77Jk6pIiPgmUasBwHxTkcd4fgYtEpwahjoqak4GzS1cqmPY/k6++pErx2uaczsWeIzN95GjIfh7jXL+WeBl2Xi3bBr1Bmt8qU7/XRoJiPiuFVQIrga2cH5u6cknclYBkH3L4IqmfifQE5nE6MUmNWWVzX2kqJ4vBnLkEaZw8ZktFlt/C+VvgNEYI085iMvdLrmvUEJwWLZVA4ArCHl7WpFcwvIi3Xom0r8ASZgulFW9etAHsME4HO66xd8G/vyQFYL/zSe1ttDppfRI6L6rIPkQumdyPNY+HcQEfM1kKDnNo5IIDVVAMcYRUa57D46kFIadJmZkaltPef10z/Ktqn6TcrRfK6c6lRMfwp8hHk2t6wnButSO6Z8VAB29xON/Sm0GIRkXgB3a4GOReXBuRsU57M+OH7GTcOxiSpz+llv3rAf5su6eoN5rLMKEw52Z+wXIdcTLsIFI8djDjuzXj59Jjx3Cgvjmn/VhJ6V2p/MEMp7aUtTT1CVleW258kJEfRRlrb0q+SVnq6rTWP749oBzG3L/e4mPXIMnvgf5fCa3Zjw6rSKACR6sPvUiraYcy1gT7jE2cedydDLuZdktQvFFJ/Q9HfIaStAKY2lmxTmnfRzvLtylBt+ak229aWZF0VZSNL93fl7KIqHtWGTGq/XdDmlrsum0r8TSW4mGR2khNnVzgFSeJzNulzPu3RjmJOelPeeXyfJJfcmw45nzltoDZnbmRXAJfyu1L6DMzr5wecTfs8tjfi+Rt3uT8dcH8yIE08LbMNNCWqCT2MtgTLM8lk0mUdBxwM5syDlPGsTZ65ERzhKIpFr3Uc8NX7J9w6HPGua/f42tkJ02XEg3Wf46MpnpczmnT1NLHRL7b/VkqxWETcY8j1/TEAk3l7xxlA7U11PO0w7C+0g4JRj9lli062fDSZ8L0AdBxFRDiNT9iuaHpycbjexqmOh056zntH8a26TnJ/O+HAOWysnDZcU3oKBwHgou5S2dZ/tZIqSuXHUZrptsvwRTnL8rvOBIp7RygVYRCOAwBRARoVkuaVrPJpL2Us8pLVA+UlqCwvVHRdLCsHPCgz4doD5m45K2d0nLLlHubcSAkACv6MSVahL1rwY0ydhFveQu5uJZRlt2TvuMGVk1W26wO5pQIwOnk447ayvOHIXZZx3HFwwzmCuSS04qzCyjMX4KmqcwOX7ax0fS1cGeW2rh1Z2mJafdhpb/bsks03N2CscGtdeFA2Skfu9Elz51B5B0GZoa137Y3NPVjPhtOMisOBoq8rhKoL2iyEaLdr5oJS89nc7yNs+dy+nNlzSWWfKbLPrWc2Z2Ys+r0BJEKnQSVtG15V83PO2BTMF57Z3HBU25y7U00ZFav0mPFIQLl4gUIIUTpmaOhNp/U6oHe4pt9dOZeBslOnKUGOx4NRv/QctQUQbSiJpglYz2qTRZvxrK2dDhye0wljvnzvWnk/DmZQ3qEBC6Fot2P2+3Nmi5ZWVB7R4UB80tp8uUvZta/MXTg398Ycdmeczvp87cExaeoZ/f2qvLd9M/1ZgmjDXnvBY4NLBtGK0arDFx9c1w4YtjkV2DbpvBl0ZTLOuLGhYdf6vfNbuO9ddgVYBw6g5VukKkD6OULqS6CFX0bW6pSZU+zYVmNjh7g339f52lXujUZdayjb9JINRrYOgOWbYjgVLJYRr6wiXr/cZ78z5+ZgzK29C05nfe5NB6ziwIy3W5JzWay/N+9WccDXTo/ptdbc2h9x1J3x+uU+F/OuNrd00rELaYU+tYsq4/1mUF2ukCT1ONybcbyfcj52nZ3UI5dOHrLU49WzA+I9n2dP7vPK+SGjcYd7F0NO9qd4e1PtWa2ys3xVY9B9arkMuaeGXNufoIDpvL3bG1sOk2mbveGC/b05F5ddpklntzxq9NYHOpYKhQDnLA6USgUUyocLy93OXG9MOOlYxaReTxXwZAYLoZXp4r0NZ868VJRkJ45bjsJVru1vNWClKgqSfYdzkWbVrXPFC5oFKIViWJapBCCiCmZweTbJSCpzguuy2DokKPJ3snaBDiZsAY5UNZzLkzsPKd8okPV5odaflQGJVnnOvYquWqRX8Zq2ZUIuHANYRaAGPDbGXEWxc1PcMVPJVMuvrugX8rPfas3IJVGTj6DMSx+GN22JahpKqE05+YIcVYIdm4cy7qvF1fwU53lwyuTr5xJA2bap9I6b0I4opOmKG/3PU9oVOLoc1tSvAjY8CrBj61EfxlcVPwGOhNB9o/wgLFhUlF7VinKV/b/ivtqUR4Mdu2viAhpXvqavFl7eDJ+uk4GKowLDq+PKvWzoTpnqiy9SVG6gd+VZtluFqpTvUWzsG/pWKIoSBt1MHxw2JqTA5lglNMi5fjAhyfQN7RX3uNsUxs3hnE57zeFwxsh4Vgv9jLcdnwLw5XvXzYV+TuQd4EFKxaC3oNOKuRj3WK2CQvnV8b4lcZRUKYt2jnPYn/H43oh5HPHFezdYrkNncWUj0o5Ey/AC8Pyc/e6cm4NLQi/jwazP18+1eU7VnOjbSDuTr5XHVVNseZ0ghSojlXZsJHN8meN7Ob6XEZh/vszxZI4U9q85i2TuC/RETobEW+ak3ZSTazF5Wxq1Q5Ebk2UFpLkkzbWjnjT3yDJJknkkmX6fZh5pJslyWSxmFfNlrfy1kap8snrVBlBxOkdRWY9aVzvCFfOffk4Tj9PJgPNZj357xY3BmBdvvM5o1eHOeI/5KqoeCyj4pdoXnPlfYeZwJZgtWnx5fY397pxbeyOOejNeG+3rxQYox+ii/FeAh119vxYoSXweXAzY6y+4djDmfNxz7rZxIjuFUgKyTHJ3NCROPZ4+PMf3ck7Hfe6NBhwPp5zsTzkd6R1mZ+bcxYhOVwmWq5D7lwOu7U8QUDNjq/Ke54LLSYf94Zy9wYLzxRa3+zvoewPoCFEo7RVPQoVS5DQiIahcLFqXerFibUYeu5IrnG8uCLIAJ8vA87YoSc4s5TzacweVXZmSCfQKtNSfHMCBolRUrAkPzo6VKBXDgg8b1QUfwpGbBTVbGmBd+XfdNheAxZGDKlbOq2LHKvw2X3tY3753wFbBs1X6nYsoq5dSWjlTcV28wXsuSiAlnXHTTcPmVzPnwvlXuUsnL/N1n910Clm78Zxs7e5XvbyYMqviglD9zgVFIi/Tr+/GqBy9S1Zrc8JuP7uKuNBKurLdwZYJSjfOljfXK6iVi9ueLGAowqmiLFZmRWaFEJw6cN4JN64SBS/ai5iOIApzMmvYZpPWOzrK9F+h7B0/Tn5bAEjBk1vG+kxdMFqCC2X5RTggrAZQXCBDLS23PnD4crLZ+O4CH5fB+phW1JWpG6GoTt1/VK21oV00HCy4nO7ryz13ilkVZ3LSTHJqz+Rs03m26npake13V+z35pxNeixWIe0w4ZnjUxZJwOuvDInDqgfOXeT5GQeDOVIqTkf90tTOpauT2KQivDMPYszUojVPHF7gy4xXzo8Yz9uO96i6Algt90YGZgzz/Yyj3ozHBpfkwJ3xHufznt4dKsafykCwm/erPl8ph23Ku41kdBRrduykp7uqQsqcwMuI/v/s/XmsbEl+3wd+Is7Jfc+7v/292qu7qqtXdrPZJEXRIi2StizaY0GCFmAkGJTIGWEAwZD+sSTAFmBhIAzGlAQYMxY8sGDAwHg0oigMZI5NySQtLhqxu7q79qq33yVv7uvZYv6IiHPi5M173321kM1mReFV3sxzIuIX++8bv82PKBUiyn5I0ddgxpP6IEiUIIw9DUhiSZx4LMMCYSKJY0miJIkSJErbFGdbikAsE7rzAf3jLklJmK1L0yONjZQUCVIqDaikBlSVYkDLjyjIGE/qvSRRkiiRBJHHMiqwinwC8y+KZc4b2EZzGzMfsiFZG5/0t6dM6d65xozY8938HceS0bTKeF6hUgw4aI34zN4jJkGZB8M2k0Ul73FvEykqO5NdzBfHktNxg/Giyn5rxIt7hxxPGxwOtRqoPd/OEn7J9m5YGkksGYxqBFWf7faU4bTCbFbOHz3usjLVJYmgN24QxB7PbPcoeDGPBy2OB022WlN2u2NOhg0T3Nit/HxalRIsFkWOaWjJjhJMZuUMGG+gfTiq0WlPadY/VV3Lkt3juqCWaDsYcythmS+5q1CnAhUapsYySgWF11ZEJ5abs2UKZF0hioq4n9nIWAaj0I1RS4gWfsZUeB5IQXUvYjEwRsrODiaKiup2yPyxvh1zgyD6tRi/qlj0C4Yxz+ZhbTdgtfQJJ17GMEkdB6NzdcGoVzHuoLP17BUVja05g+NaykhZJrJeX1GphhyfNkiBjtC0tLpzwqXPYlpwJDqAhN3dCf1RlcAY0lpg4pUStrszjo4bEKNtaky7y9WQSiWkP6ya+jNPY436Es+LWaXMbFZXuzVnOisRRl4OmMmCotVcMBhXSKyKIDpvqRpSSoNoZXmU0M4NYiWYr4pYF8j6RFF0GwsmqyKBo5+L0qL9TnXJcFomUTLH5BdLEZVCyGhRSQPc2z6pVVcQC6ZB0elbQCo61SWzVZEg8rLNUGjvSJ3KgsGsQmx0Ba1kpujH1AoBg0UlB6YQUCtqr3XzZTF1sqAECA+a5SWLoKAdDpDlk56iXVkwnpWJk2xXVhK8YkLVi5gsinnAAhQKISAIVn7aXguchFAoP1PvE5EOVip8aNUXTMbGQ5I9XKQ2Bq5UQ8Zjs+mpzG6qXImQQrGYFYzHMHMh4AkatSXLsEi48nTcnwTtBlooGrUV82mRxLLyiQZAspBQrkTMpgUtIbKOSNCOIKSXEM48XY+jZleqRcSBJHIvL4RxFV9TxDORqqVZqaQQ2glAMnf2DGHqK+rDXAVG4mQPdKH3IhULSN3j2/UgkL52S06qOmTBEwjfsTN0Dy57ARFZlJwxD8oTum9i9VShRj5NT5cm0zIriuTA8lp/e37CXndEnFiQ4zAALi+wkS8whrz1Oa3aQruFXRWpV5Y8u3PC6bzKw36HpJBdBK7nd38rFUO6rRmr0Od0WE2NtDdU++GSw9wX/JiD9ojd+oSjSYPHI+uq+rIMrdOZRkVLu6CecKU5JIw97g67DGa1zL4nvUkxn/aS4UnVfKS01lmuCpkkAzSFkEoxpFoIKBUifANmgsgjiH2WYYHJqkwQ+YQG1CSJBS/iTFXr9zTrPKkME5JEEoYeifeUUl3T3xqQKXwZU/ANKPMjOtU5RU+3IVGCIPZZhAXmQZFloIFQeva49zUiK1/TrHJ15m7CTIZM9etJA2VA3CpBFWR+KpizUSWC+bLEu6sdHhQ77DdHvLh7xDwocn/UYWwAz5k7JlOWMNJ05VQJuuwg9Lh/2uV0VuNmt0/3yiPu9rcYzy2wz+e5qBm5vjrvNSVSHqrbmlL04zTWTU412hZmtQ2A8azKW8kuz+6c4MuYB/0uvVGDbnPKbseAncDP3fc9iZb5osSRaLLXHpMomM3L+bnrpDgWDEY12sXTJxdu0seul/B3/s7f4ctf/jKNRoPd3V3+xJ/4E7z55pu5d5bLJX/lr/wVtra2qNfr/OzP/ixHR0e5d+7du8dP/dRPUa1W2d3d5a/9tb9GFK2Fgr9U0mpc8kBBw/4ksG5VEVC4E2kmYy3JkqJ8J9DuWdNJr98rdSIq14Oz4yAEjesLKlth+t1+Ch+uvjTCL9tQ72QbeyXh9ktDKIjc5qoEdLaX3HhmZNa9YQjNbfXVmxOa3RVW7S01pi/As8+fUjR1uZKhUjXm+edPtVtnmbn1VVLQ3Vpw7dYoB4xsun1zwPb2LAU59rn0FS+/cESlEaaMu3XF26it+MJLD3WMGC9z36wkdDpznrtzgvLJgJM5X67tjCj5cU61S0l9G/ejr75Lo7VMpSKJr1WcKpWAn/jsW5RLUepsAED5cHNrwNefu5epUBlHBQL46jP3+cKNR3m7IOPy+cdffJfdxizLZ+hp1lb8B68ZV9Y5qQVc7Yz5Yy++i5AqlTjZ/F+58ZBXrh+ajS/L5/sJf/KV73KjM8rVowTUywH/wavfpVoOWXchfX1ryE9+9i2Er1KX2vbZq7ce86Wbj/JSKE97Sfrjr7zJlc44pS8x0qxaOeBnv/gdGtVVastky93vTvjjX3gTWTR1+SKV4H3+hQd84cUHubYqw5cU/IRaNcjqKngoT1Aqhfw7X3iHSjXM5pTJv7015Rtffg+VurK2rqLhmZunvPri47T81LbKU3zjy3fZPZgYF+Eincd+MeHHvvEOjfrK3RpAQLc75+s/+AHSOmuw4A64emfEc6/00jVnpbBKCj735cdcuTbO1rnxhleoJfzAj93X7qXXpJf1bsBrXz/MS7rMIrv67JjrnxulFzBp24Tg5leHtA8W2b5hsskS3P6xE7yqudm0kmgBXjuh9Y1p6sAiq09RuJVQfCVG2yRlBxmJgtcS1MGH51e/V9P32tm0WJSym8tNIMdL2DW3nMf9hgE5a+9vHCSlmU2paDfmNGpLjkyMnGZtznO7xxxPGzw47epI53JNXJ4mc5agqFRWbHcmTBclBqPa+SDnadLa+QIgpKJVW/DSwWPqpSVvHO3z4LRrXFWfOWyzDjDzOv1n1G+FBU2dIa9dvc9ObcJ7p9t869FVeuOGbn/C2cPuY0sq/7dwl7xK+0BIfclUKMQ0qkv22mPu7B7z0sFjnts75kp7RMmPmK7KPBh0eOtoj+88OuCtoz0+ONnmcNhiMK0xW5QIgoJp11qbBLpfpFYHlF6C5yX4foxfiCkUI4qFkGIxpFiM8GRMuRRSLgaUivr3QiHC92M8L0Z6Saoqt34jYh3QRJHHclVkMq/QGzd42O/w7vEObxwe8N3DA9473aY3raOUoFOdc2enx0sHh7ywf8S1rT6dxoxyKdRx8LKtzWnP2vf1SXnuGtk8VEnBDep5thwt4BesVgXu9rb5tw+vM1pVeH7niJf3H9Gqzs+6pjYpKYj8FFurRymYLUq8ebjH4bjFna0et7o9isUoZ2lxljhyZ8IZ8HpuEqxWPif9JgU/Zrs90TEFz/PuJ1w6y7x5tEejtOLWjvbK1h/VWQYF9jpjCsXIyblpENbni3bOcjxssNOeUK2sTB9mt3MiVojIeE4MJcPR5W10Pnb30j/5kz/Jn/pTf4ovf/nLRFHE3/gbf4PXX3+d73znO9RqNQB+7ud+jn/2z/4Z/+gf/SNarRY///M/j5SSX/u1XwMgjmNee+019vf3+bt/9+/y+PFj/tyf+3P8pb/0l/gv/ov/4lJ0nHEvbc8HRWa/4q6cnJc0k84YEYv875hnqQqafQ+yjGsr0apGra9aw9yQqh8Zjh+VSmmyGwABp0PwJHSb5pbAMGeeY/RvPFJp8CAyFSl7u2HVm8wtgyXbMsbKYRStS2Pb5ExykDGo9qGbD6sO5jD1mYtpZerK3k9dIE8XNP/fr7N6fpfZV2+mQ6LBTkIcSay9uKVDKIVfjAkjT3sei7P2SKnF7GFsPXllQKNQiEkkhImXl+go/UzXlUm99IeiVIhZhZ4W+/smH+CLBOknBJGj1mHyFTz9UpB4yGVM81fvMv7RmyQlj4oXEdjgpM7tu/AUZS9iERt0pkgDlEqZUJSJDljnMNQARRmjlPYqlvafyVfxQ4LEI4n0xm77QghF2Y9YBdoteSpul+CTUPJilgsHJQIoRdGPEQrCVV5vtvqb9yi/ccz4Zz5D3Kqk886aARUKMWHopcFWAe0GVioKXkLgPLNnqeclCKW0x0EzFy39RaldoMdK6o0x0Zu2EFDyI23wbcYpbbOK8Ytot+mQuaUGfBEjhA40awm0+bxCggoV6mSsJSPb7bTdhVJCGMjMbkhg3Fwr/GJCaNzIZ3ZDClnQqzgOhD1R0zngVxKSAJQT8JQkASnwqgnxXGiJTupIRWlPfCVQM/IpSaAs9TqYu4eQgCRG1SUEIAJFrFb8T+99f7iX/l47m679/b+JrJSz+eEkaUCOJxMO+y3iyPGeZ9P67W36WN+kt5tzauUVx8MmQejRqc25tXXKw2Gbk1FjLYDgehn6i5DQqC1oVFacjmusloVz1Upsav3WmKR0vnvpHM12TQm0s4HOkK3qjAfDjgYi8QYaz5SVZ2HsOeZ5RkWtNSROJPeHHYZzHVV9/Vb90iBHQek44MZ/dZ/RV1qOe+kNLyI202b+EEKl6l6N8opaaYUvE+JEsggLzIIii6DIKvJ1CAnFBrCX9YG1tfFkZpdT8iL89FNLh6RQFKSWqEihcK0qpEhIlCSeC5b/j4TqnxOICiRotX/PqDLHRu0tTiSR0qpxQewTJh5h7BFEPqvYJ4w8bceTiFzQ7bO62nrfkkJR8GLKhZBaaUWtGFDyI80Ih0XGyzKzZYnA9Inb3bmezn3Z3Ge7//SE1m+Ouffz11ntOe7+cwvLLchhIt1fhHEd3RxzpTliGpS4P+wwXZazYN2bSDuP8zasYakQcq3ap9FacW+gpY/KSunW563lFdecQzS+NUWuEkZfal7UFTpwcGtGsRBxatTPMonKGqEOG1wsRDyze0KcCN7vbRPFHq36nEZlxdGgSbDy19p73jrL9oF6bclWc8rRoKkDk5oC5EqlF5hKQrJY8uAv/61LnU2feBydk5MTdnd3+dVf/VV++Id/mNFoxM7ODv/4H/9j/sP/8D8E4I033uCll17iN37jN/jqV7/KP//n/5yf/umf5tGjR+zt7QHwD//hP+Q//U//U05OTigWixdVCWSHyY/t/UV8ad53Ac55KWfUn/4vYzrW89p3xDnvrDsjSOelyMDNOshak+g43HWWJjM94M1aLq9aB0+KzE4H0pti92zU4Mh6vHLLyspJwYla26MsoHH6IZfPpcVUaKUOaVk5uyX9u5yvqP7mPcKrLZYv7JLeVDgHsVpvp1unzL9r7VhcmtL9yrmctEAgB4xtWWvtcPtZeei4PWvtdqU26/lEkFD99gnzz+7ouEMGcKT7gdOudd3ldWcEFjy4/ZEy0e5ea+pY379TG5f13cCtw23PWl3WO5tLq0ig9PYxhQcj5j9wg6SmLxwskLQgysbW2dhXTtnW3il33iiVq9ulLcun114aQ8sBVG49adWJc5A5fxvUCJ5v3lW638czDR6atRxAdYGgcH9f945mH6yfJ+t1Q34/sZ/nncvnlJtX+RD57xZgGbf3URLy/z36r78vgM56+v0+m178+b+GVyqdfUFoxwGNypLeuK5Bjp1PG5imM6eZgHIppFlbMJhUCSOPYiHiRmdAf16jP62Cc5lyLr8ljMOE6oLhtJqpo6SVC2djyuZ07a05iS9Y3K7q3519exOtoIHd1faQkh/xYNg+69nqvLTpKBcKz0u40hrRLs95NG4zMABnY7okB2T72h9F7PxSj/nzVUZfaZ59YeOgOPQKHceoXVnQLs9BwDwoMl2VmAdFothzluTGRe0wmwrfS6gUQurFFfXCkrIf4cuYBA1EVrFPlHgEsQYdYewRJyIFK5mNjlWrErBS1H5jwvRrDaNlYkh37HM86Tg9kDG+F1M0oKroRRZzs4x9FlGRSVBmFhg18FSt7rxOMpkFeDKhXIioFVfUSysKMmYWFOkvaiyCoiORe8LgraXWb42pvjXn5Ke3idofgxWHVJT8iP3mmGZpwf1Rh9G8ulkF65JzTkhFtzZjtzHh0bjFaFY521aNPJHLmKSWb0f5gyUyTJg9d1b6cabHpA6OW/BjBpOqDmmyAeetp0Ih4np3wHRV0vG3gGZtge8l9Me1zd4Y19u/9kqjtqBcDOmNGvkYkU6KVyve+K/+7vdGHJ3RaARAt9sF4Hd+53cIw5Af//EfT9958cUXuXHjRnqY/MZv/AavvPJKepAA/MRP/AQ/93M/x7e//W0+//nPn6lntVqxWmVqKeOxVilJjk9IROHM+39w0nkL2GxJj3uXftvl1z9S1b9HSSSK4gd9incHv4eV8pSddE6+y5ajFKX3hx+9vu/VZJj82q998PtNyVP11/n8yqZfTcFHp04lIvfswwzV98LwJmkU0u+/9Pt9Nl357w6zS7hz0j7zD99AYJdMnLdEUWHMVcYfqZwnJuug518On6oOhWIBbHF53fsLyxOKgZKUmXDA5GMpUxesz6b6t6bUv/0U/bKWhNDt1YzwkjpLLpCBXVwWWqKzQLFAoqwtZ7qTRUCER16T9dxkLmSqb6wuzQckwBJYIoBCSpNOARUCKilNHy6tgACFEEu6avmRysK4/9/7f558rLxOBAyEpK5G1D7EWtuUJigaDKkz2vzC+rFjk7k87PzaOfnOKazylOtlhaJIyBVnnxAornyEdafzn7++oiTgjUuW9YkCnSRJ+Kt/9a/y9a9/nc9+9rMAHB4eUiwWabfbuXf39vY4PDxM33EPEvvcPtuU/s7f+Tv8rb/1t84++F7gFj5SelIDLtfAdcHKx1L170Gyt/bf1+n7vX2sSSf+gKTz18p5bdkgVvqDnr5PmrGevhfOplS18vcwid+zAVUpk/U0Sdi8H2P6pNqsJcwfveyPq82pNCZX9kct96Pl35T74xiPjK//GPo//uTWxMc99z50eU+9Fj9cPev0fdT2X5RfPAXf9LE7I3DTX/krf4XXX3+d//6//+8/yWoA+Ot//a8zGo3Sf/fv3//E6/w0fZo+TZ+mT9MfvPTp2fRp+jR9mj5NfzjSJybR+fmf/3l+6Zd+iX/5L/8l165dS3/f398nCAKGw2Hu5uzo6Ij9/f30nd/8zd/MlWc939h31lOpVKK0Qd9ZNOsIUcS/HpHMJEnfYDtHxFF7dsnyQYl4IXMqQX45pnVrwenbdW3A7OizlLYiGu0lvXcbufKUEOxen7FaeoyPS7jB94RU3HhxyOG9Bqt5Iad375Vibt4Z8cHbHe0q1imz1VnS2F5x/912pgq9WKGk4NbLM6azIr3jes4WQ/iK55/rce9+h8U8U92z7nnv3Ojz5ns7RHG+P7a7U7abc974YDfviEbA9atDVoHH0Ukjd3EkPcXnbh/y3lGH4azi9AU0KitevHLC/++DK0RJZoANsNWYc7Uz5lv397SBq1PmtWqfyesBs0adcK+ePvNlwmvXHvPG8Q7TZTEtTygolSJe3T/idx/vsUz8zHZDwEF9wk59zjcfO7expsznd3uEkcf7/Y62xzG3H1IqvnjwmHf7HQYLY0hvOrheWvHq/hG//egKQejn4sts1ebcaQ/4nUdXcgaYCnh554R5VODuoA2xovhoSnhQR/jw+auP+WDY5nRWzdl6lAsRXzh4zL95fMAyytx3i8TU1RnwOw+vaONiZ47e6gyRnuK9k45pkFVhVLyyd8zDSYPTaTXrC6XdVb925ZBvPd5jEfq58pqlFdc7I777eOeMQfKV9phSIeL9425OLb9wNKU0mhM/02IpS7k+lF7C9d0hhydNgiC/FZUKEdvbUw6PmiRRdh8jlI4JUipG9AaZTUza9905y8BnNi2m9k56Git2dyb0+zWiIG/E6hcTtjpzjk+0PrG1GQKoVEPKlYjBaSWziTJ1tTsLVqHHoqf0zW65lOqyd3bmTMZloqXM7GgEeL6i3V3QP1mLJK8UhXJCsRYx62XqTPZGq9SMSGJBOM0rniig2ImIpx5JYGlTIARCKrx2QjTwnJtnO9Agygo1ytOAEAgzJdQchAr4mLQvvmfS98rZNPxyE98vAYpKOUSKRAcL3KTTD5xVmzR3+FJRLwc6PknoIYWiXZ0TJR6TxVp8jAuUm0vFCM9LWCyLZx0OXOby1GQp9gKUFIRde+5k9julQkSnMme4rBg7nHMKuahSoffmVnlBxQ/ozRsE1o5pY1kXGc1c9Gz9PZ28ZULt2zPC3QLqGY9meQnAaFnRZ8E5RUtjm9MoLan5AWHiMVpVWISFvAvhfHUXpLx67Edvo1NyrCjfX7K8XtaeNZ++iEumJzR0rU4hFKVCRKu0oOKHzKMik1XZOGw4n8CCH9MqL/BlwnhVZhkUKN4NKB4HzF6uEVfW7/w36aJbet1n563TDUUJTX+rvKRWXNGb11ltikN1nmr0WpJS0anOUQiGOTfUWf5CP0TEimDnybaDZ+vU5XheTLUcMF8WdQyvM/PuLOmeTNiqzZgGJearIkJArbwiiqWz7l0F8fNVwkUCvoioNkKmi5KhAaJoBb9yudZ87EBHKcUv/MIv8D/+j/8j/8v/8r9w+/bt3PMvfvGLFAoFfuVXfoWf/dmfBeDNN9/k3r17fO1rXwPga1/7Gv/5f/6fc3x8zO7uLgD/4l/8C5rNJi+//PJT0SO3t5B+GdUACgrpp1Z1ab+GjRi2JTIQ+WjkRcWiGSEPisYIWqTMgGolrGoh8qoBMzb2DrDcCYhCiSj6Jqq6zoMnCHebkFQRiyzeiI6hkbA8aKPCpvGeRPo86oQE3RCoZ3PiqA9Fn9mdA1aLAkmnbLyq6XYJT7G83SJstIiWui7rhleWYmZXu4T1LpHS4M6ea/POgkl7yWqnm85FJbX75sn+mCD0WPZqWXBN9IIbPN9g8rjNfFbW8VLMGlC1gPHNBpN3rhIr49/F0FlszlhuD5i8f5UEg1YMp7iUj+DtD1jd7jD5oZvZeHqKh/ttBoM2s6V1MqEZ/1Ix4tFem9PDHQK81AsagN+YEVcXDI6383uUgKPdLmHsMThpkRRAGqcCwlP0rlY57W0xWpRz63pVChherdO/f814eTP5BHiNGdNOj8G9G7pdTn3TgzqzoMDgZAsZxLT+57uMfuQmVCXiWcn8aJfBSINn24elckhwy2f4wU0WQSF1tiBiqDQmeAcVhu88Y2IPZHVd3T/G82IGDw7SuZT44CUKccdnfrLFYOh4Y1FQLoZ4zwkm79xksipl4+hBuTqldvWQ0Zt3iGOpizRg8uDaEbIQMnr3Wq68xr+6S+XNBcGPHDCqdDOHA0C5EHL7tbe4/82bTKZlnc04SvDrS175/Nvc/a1bBLNCFhQ1hps3jug0Ftx7/RauMwKhYO9z9xkMq5y+v5V6PBNogPzqD77Jr/2ba8xHZaNnDyhFeWvJs6894PG/vE2y0o45LB3tG0NuXBnwG79xK+/MQCme+co9jk8a3P/XQjsp2NNrRkjFnR9+wBu/u010UkrfByg2Ql746kN+63++kgdciaJ+ZcH2nRnv/KutTKXJAJernz9lvixy9J0GbhIo9r/RZ/B6nXmvYACNzutXEna+MeLxr7ZhQbbnKYW3l1C9s2Ty6xUHVBsaX9TeOII3JDL5/gE632tn09HP7iCrZSrlkHJnxOGowWz+FEDHxCnpNmfMiiHHgyZxIjloDynWA+4e75no7Tb7ZsZfCEW1sqLdmHM8ruWBzkV86DnMb+u3jde1V8x5ZTyCtWsz9rf6DBcdHvQ7OiDixnLXmEy3yQKqpRU3u6fUioJ7wwN6k3rmlUxX5+TexEStM6tseE7+HecernS8ovLugtJXFP6fFYyWOuDofFXMewIzhvuVYkinOqNbmVEphCyjIo8WbYaLKougqC8bL+McgnQ7YPP8OIf8C/jS85JcJez+sx7HP7VNUnraODqc37UbU9bH5xWX/aHwPMVJIaBdWbBVnbJXWLGME+1oY15lHpSceDAmq0w4LYZ0azNa5QWFBML/VpL8quTkp7cIdotZ3+boP2/+XKZxKj93zf8GpYCbnVN2S0vuDeucTBqZJ8AL136+WiFgWl1we6tHeeVx77Sr4+I57W5803hd+/IGY/2LJpqTpJfQac7wvZjTUUO7et9UkMg+hFTQGbJTn3J43Ga+KlKrrNhqzBgOG443tcuAde30YndLH0RH/RZJLEkWy0sDnY/d69pf/st/mX/8j/8x/+Sf/BNeeOGF9PdWq0Wlom/Ff+7nfo5f/uVf5h/9o39Es9nkF37hFwD49V//dSBz4XnlyhX+y//yv+Tw8JA/+2f/LH/xL/7Fp3bh+Ufv/B/wvfL583Hdi5rr1tlmsu6j1z22CdJ4PK5XMvssjWhu/3bymKv1HOAizW5+MzE0NA22UPPW8QBV8FC7Hf2LkShkrp1FClIwN7xZfJuMiU7cOWtjdzgBOtPynLg5OmNCUpAprcq9JDeMOAoS4zzH3oangbvcfUg4+Uxbvf6c7v/wbeav7DL9oZs519PrKaVL2LoUSQFEnLnadiUu7hjZ8qxHL52PjCE32CGVDsmsTtfbl3VLnXkRc5J7XionfxDT/p/vMv7hmyTlLEio+86ZiyTD7Cd+vv4z+7HrLc2pPymAiJy+yHXkht9sPxlvdBZQpO879bve3CwIavyru1ReP6b/v/sMcbua5ksDlAoFYZoDGxgUAZ5UWrqpsj4ViYnQrdDSF9DMvQQZ6g1WIbQ3tIicHq+P0oFJLQ2Ofr0UJiCnUnr8jRRGLyNDo8t7KYUk0Qzh8RARhKgrO1jpjSTJXIsqlYFCdNwJK83R7q+Vplco44pdnPG4JoRpV+x0sDGmRer8OXsBZy0RrQ1sotKDUhmwl44npjxARIpQrfiV7xP30t9rZ9O1v/+fUW77XNkaMpxWGU1cD03noIg0adfP3eaUajnQLqgTyX57xH5jzFvHu8zWpTnqbLlCKGrVJa36gtNRneWykK/3Q3AHKdB5Vbvs9vyEK+0hu40Jd/tb9Kc1w4haIs407cxvwpSz1xxxvTWgN69zf9BNA1Sj0uWFDBOUb+OhXIIRXW/jBt5LCPC9mHZtztZwgvibcyZfrXP07+0QRfk4REIqKsWAndqU7eqUghcxXlXozeqM52VWsY9SMqN5vd3nMdvpb+e0adNYrbflkkmuEnZ+qcfJT39IoGPrvAwfm+Zz9zwuXAZ2aIVQFAoRzdKSrdqMVmlBogSnixq9WZ3Z6izo8byERnnB1v9rgP+vliz+Roteq2k8uIksMHhK96YGbfp+Tpuc11y6O7UZt7unrGKf90+3s0uJpwE7QLEYcWurR8mPeLe3w9yJz9X45hR/HDL4eudiOs/Qnf8qpaLVmFMuBvSM++mzfZH/SUrFle6Q7dqUt493mS9LNGpL2vUZxwMd12tjcNJzku/H7G+NWIU+vWGdeLa6tHvpj12i8w/+wT8A4Ed/9Edzv/83/81/w1/4C38BgL/39/4eUkp+9md/ltVqxU/8xE/w9//+30/f9TyPX/qlX+Lnfu7n+NrXvkatVuPP//k/z9/+23/7Q1K1NiHXXbS6v0E2G23WM++an0yedRWvFOA4IMduusLO5LVo6jkSLUix5bnrX4COLua0QWoCUjCCAwisBMr1FOiuewvsjHvpNGimbZvMylNSM2BKAL6XuWV2XDkryGLqSJtfoKTK+s3L2mLBy8Y+hBy4sWvCBS3rwEcoEGGsYww5sW/OAx85l8br/8AwoE4+m2fD4WzBUg6oQOq6OVd9kqfJdWGdy2ckZ3Y+ufSmrpoNnZr5zfrBAjS3bzUTT+Zi/MyhapJ0BtTQZ+tyYxyexyjYfrd1K09LBUnyWVQitHTK0pQOMkRI8EFGKgWQSuiYDoDevRJdkVAmkKodB4F2L2SJTTS/L9zD0xOp1CdRQr+fggz9ojI0Co+cREcPtXEJLgTESW6PSJBZwDOhD880Sre9vRV6nQnT3xagoczvTnluHkuDsJyd6YOcS3X7zJFq2ny5MtMDSmT0OzQ80W3rH6D0vXY2+X7CfmfMbFliNF13Q3tOv5uFLSS0GnOq5YCjQZM4luy1xxw0Rrx1vMdsTQKdZ5rNX0LRqOsYOSeDhlEfdc69DzP0aR4txSkWI25v9yjImO8eHmhpUY4eh75zGVpFvbLiztYJUii+e7zPxESh38S/6ws4l5inbEx6bus+KhdDtutT2tUFi7BA/2GNdrIkiHx9u23eKxVDtqozdmoTyn7EeFXm7rDLaFHR8dsSgZzFqLLIXSbm6HyiJM1pxyYgcV5bniZt4F8/dNqU/zzQs2lOgLMHZWAvY8sEwapAb1WgN6njewmNypKd2oSXdx8TJ5KTWZ3erMHcAJk4lgxnNQqLBR21QgjF7e0eQezTm9YZLyo64GpKo61wjY4zNG/obJX/TI83JehP6oyXFa62B3x2/yEPx20ej1pEkUf+hsI5cHNMnD6hVoHPO0e77LfHvLh3yL1+l9NJPVWbl0sddy6LzfgUyR4JiWA4rtKsC3Y6E3rDxpq6ucOPiizPo34bgeLZ3WPePtpjMi8hhGK3PeFwYFTWN1zAbEpRJDkeNLmyNSRqLOjPLw/APxHVtSelcrnML/7iL/KLv/iL575z8+ZNfvmXf/njIWodSOSekX8g3MmgMkBhvmZclJEWWP1VC69T1RGxVp8DXqSNWClQnswmhyCXT2AZRZHnN1xm3EhhUqbS+W45dA1gbKR1Z+2m9Dh1CLEBdEDiW6JErisFWtNuHcSkf5vyNNOeNSIHXiz9zsWYMmjB/S2t0HTZ+jmW9kPZ10xrrGlwpTMWiKQgK+1oU7wbj8b5zWUgc+Ej3PEwzKcbRyYdS2dauOObAuL1uhxJk3JBkTtVnbg9OcmVA3ZyyWlX7ixzaLWAS0jdfy4tKT0iX3YKxmJywVbXzK6ysXTao3B4bIUBvSI/RqaclDlQTn7hLFmBkaoZsOIsZf2OAJmppblzLyedS4nOQAjp/NUvCefmT6BQxYL94hzGTvwcqeu3AUzT+Flpkfa7/rQHk4g3ucvRmZTdINJ1IPSST9Lor1n57h6jSKU62eBYWlRWRTpC3x/pe+1s2mpPCOMyp6N6FlD5wmTmnoBmfUGzsuRw0CSMPHaaE660hrx9vMvUleScByCEollfUK+sOBnWM5CzDo5yzNWlSdSB/6pLntk+Ybws825/x6jVnJ/nDI2A58dcaQ+50hjxeNLi4bBNvEnlbWMZFzFPKvex/pqUilp5xW5jQrW4YrSo8u7JDougQHEe0jJF+4WYdmXOfmNEvbhiFpR4OG4znFcJTcDojJ0QxFXPqetixi6fNoyN+/lxpvUt4COUceHvbt/bg+DCAtf7wPAI6R4nCJVHf1JjMK3h+zGtypy9+oQrzQfMwwKHkxaDeU3bdKEvuB4P28SHHu3qgr3GmIPWiN60zmBWI4y8jNfYuH+sc0PryWVS8u1XQBh63O1t0Z/VeGbrhK3KlHdPd3Ww0XSMN4Ae97tSxLHk0aDNPChya6tHtRTwoN8BFFGrkNOkOXdsLnqm9Pk1nlZQwE5nTG/YYLVyLkc2FJIkgof9DlIonts95q2HO0zGJaRQ7HXGHPZbhIETbf7CWScIAo+jQZP9rRHL8eXDxnzicXR+35OjMpb7njIVgAEdOe4scUDOBvUx5dryWKmKEBlTuL4g7fvScrDCoc1yeg4QsFKdtO6Np1UenEjnu0uHKzGRIu9p0DK3tk6rLuzcsrsAJXEBis3vBO1OmVLDsFrmNichcpjMnETHeY6r4rYeAGh9PVganEepHcuZzdSpK8foOZ+WmVZr75jnadOdPGn/OipWOUbdMWRX5rn7rmW+0+ocKZB9no5pQl4y4wTxlG4wUJE9z6noSTuwTr+Q1QWglMiCja6NjZXMZJnM71Jp1Gv7wu1jqwpmxjtXrwWX0mmP/Z4AnkjVstJgruvrzH76Boh7AhmeDUKqLBDwZAq+c/y9Unn7hEQhsDewun12fgulspghUuhLD1tdnKSqpCm4AZSU2gYoSvQlh61IOB0pzU21czmQSm8Q2b7lOE3QuV2uyun3M2ej3XvsZBRZB6zfHnw0dufTdEHyZcLJoGHUKS/XzwKoVZe0a3OOBk3C0GOrOeN6Z8C7JztM5pU8yEmZQ2eeCEWzsaBWXnE8aBBag+hNJFyWkV7bj7caU7q7Kx4O2xyPm3lVtfWMYm3emulZryx5ZusEgeLbR1cyAKc25D9DyDoDqtY+z9It0PYIjcqS/eYYXyb0ZjXu9zspaHHf365NuXV1QpR4HE8bvNPbZRUWMkmTWqvA1rJ21mflbhiAJ/F+n1TasJVcKn0YWi+q6Ny+WT/Yzd8W/KBBxGnY4HRSp1iI6Fbn7DfG3O6c0l9UWZWSNGsce5xO6vSnNeqVJbuNCXuNMf15jZNJI3My4a6tlKTLDtIarSavSgSTeYXXV1e5Uh3wmf1HWrozbBPH8iwPsrFcUIliOK3yRnjAne0Tnts7plcsO0DiHDLWz9DzkgE7k2kFpQTb7ck5YAdS9Ck02HnQ7+BtJzx7pcdbR3uMphWkTNjtjDk6bRk7NYeOc4dbsFwV6A3rbDUvH2/r+x/ogJ78RamZkvR2P5OkiAKoGP3M8h5SMy+ioFBGP1+J7KZYSAMKYpGvBxBGpUYZJiLnec1Xqe7+uo2K9JU2KE9/N0yOB3gKFWWSHatVIqwDCyXOMPDSVzrqsblpztnASEXkMnTWxkgqpIQYR7IjNXMrpEImWnXIghN7xni+IjaEJ8IweErTLT1FHGVODyxTK4RCorSK0jqY8TRXrEx73Fv7oh8RhZ5xYJA1QQhFwUsIrWcQeygKQzv65iNXj9T2FAiBirMDyrbL9xKSRKyNs34uvSQ1IhSOapXAtEvKnCqb5mH1CZKk4jRTXgKeMHWZdrngSMpE50ny0j2BNkhOYplXzxO6P1JJhgU8pkOl7VtEKsWy/StcwILJ51uGXhn1MidZkLAGcvK8htmMRTY0Lh/iqtIlnnndBTT2EDPqadYLokhIgbZVHXR5CVdyKJSmURU807cqoyVV/dPeylIBh5ECArrdUmVA1YIES7hw6ndUS9O1gD2EBfiWMDI1NfdAV1lhuXgB7mlr31+/aVy/GVXrv1vUlY2xpfXCcj9NH2s6GTSI/HWRdZZErHJzSQioVAK2mjNORg1WgU+7Pudm95T3e9uMZtU1Hf+zHIyQilZ9TqUUcjJoELrqJx92uB2GT3qKallHsH/nZJexBV5naNpcqRB6r9tvjbjeHvB4vEmKIzbm3bzxrAP2jAFze116Ca3qgr3mGAEcTxoM59XUwxMKhKeolVbsdEb4MiGIi7x5ssV0Wco5Q9gMcJz2rnfDpuZsGr7zGNRNeTaljSQ5veqeK54+O4R07AMvzp59Fyor7MPOqSfmy5/H5zHahiNjFRQ4DFocjZtUSyv2G2NapRkrCZ3ajL4vCWMPpTTomC7KVIoBu80JL+wdMlxUOZ40WAWFc7bFJ4GdcwZHZR9h7HFvus0grvHM9gmdylzb3KxKZMDzonq0lsFiVeCtoz1ubPW52T3lg8WWHkO3nyw5Tzs+BuxMZ2UUXAB2VO4jjiX3Tre4vdPjmd1j3jnaZTCusdWastOZcDxoZLzZejFrfLJSgum8jPQrlyb7Ka3M/oAmIWh8fkHhuqOwrpT+5wmu/NCQQiPOuCtz41lqRLz4oz3NXOWYMkH7+pJbXxqQblxkz++8NmD/zhTNhmYPpa949UcOqXTCDPyY8kqtiK/+0XsUChmNlincvzrl1R94nAdhptwvfP4hB7e0N4rUIYIAr5Twoz/yDs3WMrWvsZKfWnPFH/3GWxRKsa7fEySeZhhvXRvwRz7/rskDiZdJh374lfd5/taxFgbYSSe1kejPfPk7bHdmxrObpiPxYKc14898+XcplqIzQOzm3oA//spbCE+lUiTdPvjMwRH1YqibYxakUFDyIv7U579Jtz7PjYlQ0Kks+DOf/11qhTC/FSh4cafHH3/xrdzCEQZg/DvPv8uXrj9M301Bjkj4j175NtfqkxSMCKOe1a4s+VNf+BblYpj+bhng21sDfubVN7V3swj9zzDGP3jnLl+89kgb1RtJjVBQVAl/+rVvcbszTCU49lm9GPAfff7b1P0w/yyGZ9oD/v3PfgcPdSbf564e8o0b93RdlgahjTH/5Mvf5Wp7kklwjPSrUgj5E698h0ZplfYHgIgE+40pf+zFd/Gsno1zEH/m6hFfuPUQ5Tp9MfOk5Ee0q4vUZsuOc7EY8eMvvUu9skrzKWPj2Kov+PHPvk2pHKZ57Ny6sTfktWceZb9b8CThi88/4NZeX88/KfT89QSyoPiBV+9RqQfp/E18vR4ajSVf/Nx9fQnhqPcrCTs7Mz7z4mHaFvfS4vYLPbb3p0ZCJdK5K6Ti2c+dUGqF6V5iJa3FcsSznz9BFlQm8TRORyrdiN3nZqb/lL6MMYxu9/qcxs4ykxxbMiTsvTCnVI9xvT8iQBYVOy/OEQWHPpP8RkztthP1PD2HFYWdhML2JkO0T9PHmYJo000ooBRyFWf8udGHLZVCtlsTTo1ntHp1xZ2tHvf6XQbT2mZph/tNqNSupzesa0nORekyw++AHN9PuL3TY68x5l6/y3hWMc4u3MY5oGPt3BQCysWAl/Yfs98Y892jA+6ddjOQc177nsRj5m6UnAKEBjjdxowX9w/Zb445Gjd583CP00k9BTmel9BtTPnswUM+s/eIooxJEIwXZcazir51t+28EOSYZy6Acf9tInmtqRufr+M4ocGJ9BL8QkypGFKtrGhUF3QaM7ZbE3bbYw66Q65uD7m2PeDm7inXd/rc3D3l9l6PZ/eOaVYXXN/pc3VnwI2dU65t97m23efK1oC9zoi9zoit1oRuc0aztqBaWVEqhfh+gpSJdq5iLpNyNF4mre9LbnvPMOfigr9Fml8pLV2YLcq8e7LD4aSFEIqrzSFfuHaPW1unlIsBCC3Vn69KfNDb4u3jXQSK53ePuLF9SrkUZltw2q5Njds0iOuo9iyNk3mF1x9dZboq89mDh+y2xhp4Xli+M6mUIAw93j/Z5sGww7XOgK3mVF9grs3/p97iHbAxm+n5v92aUJbWW49yyHIZAW1j88HJFomS3N45RUpFf6z3re3WFCnPXsxs+mrrH00vD3S+/yU65vCffqsM0frvQAKH/7pFHFgpQHYbsZr6vPPrXYjdW3T9x/hhkelJMfvNubG+/0abJMoYMFtfogRv/PYOq4WfqsFZFbXVvMC/+Z2rhImX16cUguNejd7c3NZZIGEYstff2tc3EZZ8wzTFkeS3vnlNuyuVGW1KwnxR5F+/fkPrn7rqZRIOBw2G84qhDYfBg2/d3yMI/Nz7CG00/uvv3GQ4L5+x7xkuyvzqu7e0MabI98nxuM5vhQUSq6pj26zg3qhFNXJAlfk9SDz+P289x3BVzgzkzfPxssz/9OazrAIf5WkNLStluXfaojeqasbeFeoo+N27B6yUlwMzoCVX//LtW/TnFaRVmULvFbNFgf/1zZuEy8yNtaXleFDnt2cF402MTMVMwBsPd0lsrBZH5SyOBf/q3Zv0ZtW8ZEZBEHr81t2rBGFGo7U9Op7U+Dd3r2mJJNk+phJ41G/Qk0aFSmU0KgRvnmwxWRSzPM7Nywe9DmEkc7ZJyoNF4HM4bORv98yfq0WBKDUCNinRzFqiBIGSubFXnt6sxkFJSwJdZwwSIiEZB6XM8YBzPgSJxzIq5Gxs7H3DIvJZqWyOplIsqW/M0vlux0UKYiRB7KdALPGE4S0VSFhhdJyFsblJBEooEiHNnYOev+nNOwrfOl2QInNCIAApkCK7DEhF/FLgeYpKQV+4aJW3zHODX1IoMwf1fJL64FKKUiXGkwnaMC0bGCEVhVqUv86yUuICeFV7qWIOJ2OsKquJZtw+xTmfbHLVR20yTFNSlLnfi4WY3faE8bzCbFmiWl7x7M4xj8ZtepP6Gsg5O3BCarueaingpN/M7GWEm+8pU7rPa4P9Z3ZOiJXg4bBDYhxwnM2gzvwkACEV3fqUZ7Z69OdV3jreI4z8C9q1iXi3MzdcDdutROj6WtUFB60hAI/HLUbzSs49tO/HbNcnXGsOEULxaNzmzek+nCbcSB7oUi/o8wtvpz9qn4OR2Cs8L6HgxRT9iGLBfHqR1h4AEqWlTUHsESeSJJHEiSSItAQjNp6KEiVStV25TGivhgxHDZKyRIpES9tMndYLne8l+DLCkwmeATeekYiHiUcca0lJEPkEoU8Ye0SxRDl1ndsf7vDav88b3vM6af27cbokA01jFEu+c3SFUiXmanPIa1fu01/UeDhqM19p72XLoMi90y1KxZC95pjnd48YLKocj5tapS1F4ZvqfhJ9a+Df0BdGHu+fbjFcVHh2+5hOZc77p9ua/0oPk4vqEiQxzFdFBnGVm91TyoWQR4O2NuG0gHy9f5+UnH5XSjCdaqcnW90pJ2Ot4pcH+3kaw8jjveNtnts75sbWKXd7W/RGDfa6I7rN2Vl7RXfc17o458r9Celjdy/9vZIy99L/R/xCOXtg9dHXbXeUeSbziyJF667qjS3H5reMi33kMDUpeMq5Vdbl2VvevFxNZDfEitRrWQr8DYMkDk9Rvkey3zF0CQd8iPzNtMhUzZSR0MjY2Ns4jGc67y0wcux10rJt10i3L7I612/zbbmp5zGxoSzh9Jll7E7n7Px332b2uV3GP3ozG6P1MXO/k/2eukPGYeSVZW7JXWys55NhRpP7zLbJdXWc9p/M6rMpBSxxjFpTUbHe4eq/dpfZ126SlLysHKv+hENvko0DyriXdlXOTD/kPL5t6BfrPjsHLESWN7WHEvk+SHxSuyC3r/INNp/pRqVo/uo9ar97zMmf+Sxxt5K3W7LgK3fra8px1fbi/PfUZskjdQWdA45uPkNrSrsCkaj8GJKnSSQKYVy0ufFshHXn7DBfQink4QARxiQHW2l+m0d/2nwqZ7uVcz4Qq9x3W1+OW7TlON91f6v8d0tvOlDOM3tguK6obV77ThyDkOBJomjJr7z7f/m+cC/9vZIy99J/E1kxZ9NGxk0Poucl2vg2KDAY1ygWIp7fO2K4qPLgtJO5TAfOcoSkNjnV8oqetcmxdT4pnccApaBBq6o9t3vMaFnh/mmX2v82Iylm7qXP0ORMYoEGFNe7fXZrE97rb9ObNM6x6Tln49/kVeacrNbJwJX2EF8mHI6aDOfVjGkSOqjnbn3MleaIMPZ4OOrQn1eJY22YXjoKuPF/fcDoK02Of2bn4v5zU9oFdoPdQOOm39DAwgKaUiGkVIgoF0I8maAQxIkBFKFHGPlE5nuSyFRNOmd7aPfIIEEVsgtXW38aR+ePb5OU5Vmazpy9KmWVpEyQUuHLhKIfUfBjA8RiPBkjhJasLMMCy7DAKvQJIl9LxnJM8ob+WE9P6s9cyhouEtj55R6tfz3m3i9cI9grglRUiwEHrRE71QmToMyDYYfx0g3urAPr7rdGNMtLetM6J+MGkZkbrNN/Jjkdtz4f1ukUuk9LxZBntk+oFELe7m1SB91Uhk6Nb06QQUL0jRLP7p4wWZa419/SLtHP6+v1ZXZREnoPqNeWNKpLesP6BrCTL0wIKJVCXtg7oj+v8rDf0a6ju2NGswrjSeXsXDV/+6OQpCRJKh5qtuD+z/8+uZf+nksCcsAmBS8u2BGb56bMuMGcWYJrzGtvSBOVUw/DVJHGyjG0KAOa7E2vAmeCZW6owQEDdk46HtVECn4c19HmRjZT57FOCsjfOFuG1nUC4L5vwYj5XRkbndyacIFVmj97JwVIFizZvBsYbCXzPJqwfewmdxGuLcCcBy6Hx8x5H3MY9PXvbpmpYwBjm5HuQ6bu9HvK6GZFZDY6pAy5EuAtYpLKWTCcORHI0IpwmXPnPSWcZ4Kc5MlOmdRQfwNoOdNOI91UNrhraqPitNG1lV9ziJC2UWVjbZ0X2BdSqYUtxplX9vsmOlMnCOZ35T6zlbv1ICAVe2f0pbRaKZ4iBxhd+x4LklJa1qKBa5qsu/IM8KTSLbsnKOUwDRaYaOJVeslClsfOVykysOP0XzZXdUfrPlNmngntWGHTmsh9Ec4CW6OBtbzaSML87tDzafpk0zm8kZSKrdaUKPIYTGp4XsIzOyfau1e/baKhr0+AbO5aF9L1yorj/lOCnCfQKoSiWVvw7PYxh5MWj4c6kF/u5uVMyjM8lVLAcztHCOBbh1eZuwFON+Z1F//aoeFuFGvV27oOWkMqhZCjSZPBrJbZ4BiAs98YcdAYsYiKvNPbZbSoZMEcUzKczec8EtfIu3SyfSsVBS+mUgyolALKhUjbaRpJzDIoMF2WCEKfOJHGAYI4W+c6LWvf5SIm9oyX0svSqzb9ndm3xsojjiFUsKCYviqEQkgd/LFYiCn5IZViQKu6oODFhLHHMiywCAosg4IOxJ1z6cq56+RM2vheNm5q7bxQCkgE82WJd1e7PCh2OGiOeHH3kFlQ5P6wmwKe1arA3d4W1VLAQXPEC/uHHE2a9Kc1x85ErTGNF9G4/l7WXiVgGRR442if/daIl/Yec2/Q5XDUMpcB62tiQyVKMFuWeONwn2d3jnlu94h3T3aNhoh7yNnOcMh40pxQaMnOrIwQiu3OlN5g3fV0vjClYLUq8M7JDs/vHRHEPsejBseDBnudMVEsmc9NLCCRLyKpZhpPYplw2fSHAOiIPNPsTq7zFo5wBsUBFBmXRcYsmE8lJWeYc9edsiO5cb2cWU9NmURDZEyiKwnyLJMl8hPS/rNluu6d3TPQI+99zTzX7rFVCqJSYGTfsTYVdg+19JHVCRvKdgDQerDOnMtoh5HPMejruqRusvU4AAfIqXy5gCHrEM5KDyCNGyJUxvi6EoC0Tqe/3fa43sJSoCXte4qkUgSUE59FZxSxSoOT5kCPnWeCLHaLK2l063K7yc4Dw8zLyGH2DQiSgjwwNOp2rlperl+E7TiRjo9bXwouHYmLBbOpwf96wcLpbzvum8YFhzY7N2ydwqkfs05trJt0rjp1uGDK3M4pA1hyHu1sXxu1NS3VwXiUs92hVdeEbVbaR/ZvS7t1xa4y5s2U7fKCqZqcHfczzgXMYFk312t1pAerU3lqhqsMDe6+YcfJzSvEmic9kf/8NP0eJx0QtNOY4XsJR4MmUiTc2u6RKMHdXvesY5UcZ6/nVM1fmJtWE+TvaZnvcxhnIRVbjSm3uqfcHXTpjevOrfemZBd9lr9Tm/Ps9jG9WZ37/W52K57W+6S5t86ZOX87vFuhELPbHLNVm9Kb1s2NtjkohQYUe80xV5tD5kGRN3v7+tY85z1tvc6nIMlpfo7ncIfLAK1KKaBWWlEuaL3nIPJZBEXG88pZqcdlxnKdx1nLE7XOcdGrzm5DT5U25FVKO/VJYkkY+sxECcCouyUUCjHlQkittGKrPkOKhGWoAd0iKJ4FPrrQs/vaJjrODJtz6KU3cNnF83JV4IPeNo9GbfabI17afcw0KHF3uGW8/2lQ9N5qh3p5yZX2kJ36lIfDNpN52cSwOYfBzNF5EXoTafus++jZqsRzO8c0ykve720ThlaVbWMjc/WtAp+3jva4td3j+b1D3jneZRkUnn5P2Eim9sYmBGy1p9rRSniOyofQ/TxflHivt8OzO8eEscdgWuV0XGe7OeUoliagqNMAhQ6YbYpJKpdXXfv+BzrryR7w6eIQzqFONujrQFkpdHAR0+HWKFgpPdHWgzGldjFi7bupyr35RTNO56nHKZGBnDyAEA4QcYCKYxidARZTlsyAh1vPGYmLI01CasPutCsM45g2dw0YpZ+2DyWZ3mXOXsDprkhl7nnF2jvuAWHPsTU7Fvdvy/O5MV1y7XV471QVzSnXtU1J3T6bW3Rw1JlSeoxNR6wyCY9jf2Pd/qYAzjDXFkxpBwd5ICAc1SKtFqdyjLsQAmny2LlhVbg0+BBkD3W/p7Y6Tv+40r2NfY/CGyyIdiqI2JmfG4ZqfYxcUCGSLDaOfb4OutP2sZYseDPLRURJasCfxsSx6n3e2iAbpw/pfHTXd7pmVfpbisfS9eIAkBhHTUxAYgKZIpy1aQ4n5/y1cYH0DZ12V51LKRhcGzO3X22HWtfg6QNTX4pCs0MhLdaUne49FrgqMm5GKQgC1HyBaDayNn+afh+SVlVq1BbUygGP+y2UElzfGlAphLx5uE+8MSZNxjRZlbJ2cc7JsKW9Ij3phvlJyR4rMmG3NeZqa8Q7vR0T7PQSZZtXPC/hamfA1eaId093tI2RG/zzqRgvlTXbBQ6A9BSd2pSD1pjpqsSbR/usgoyx9/2Y3caYa80hy6jAG8f7jG0gUmfNpUGyNzXxsrSuMdxCKKRMKBdDauWAemmJJxSLsMBsVeJ0Us8Ye/dm+6MypR82XcSPb3r3Kd5TShAlHlHssVgWGVBDCEXRj6iUAqqlgG59BsA8KDIzwCcOJcVHS4KDcv6iap2Gp5r2dg/WzPgq8Ll3usXhqMVBa8TLu48ZryrcG3aM9FEwWVR4e1WmXZtxrdpnUS3yeNxmGRRQjrZGVv7TDKJI92iFYDSr8s3wKs/tnPDZg0e8dbLHbFkyx5h7ALtg0JZjbGROdrjeHfDi/iFvH++m7djYX09BrlKC8aSCQGlvbINGdqGQe9F8CBjPKtzzutze6hHFe0wWJTyvwnZ7wlG/ZS5nFMXDFZW3pky/2DZhGRy+/RLpDw3Q8VsJSSBJFs6PBmhUugHLSTHVdU75f19RaUbMh4WMKTAbXqEU45UUy2lB35qqrMxiPSKJJdFS6tvcNIYONFoB82mBJBK5CSU9RbUZMB2XdAUWtCDwSzFeJWE5KSKUNpa2dFSbAVHssVwXFXrQai0Zz0upeN7OZekrGrUlo4kO/mSDiCoBpWKEX4yZLEqZlMjSXl0SRB6L0BwW6R6saFeXTFdFQuXlNh3PS2hUlwynFVCCxNgHKalv2qqFgOGi4jD6mshyIcJzo0qaT4Fiuz5nNCtrBweWoVQ6LkWnvqA30wevlTQIBaVCRMmPGM/LeRAioF1dEMYes6Uxzjd2Hwho1ZbMFkWiSJo1r0xdKmuXod2WWyzEVMsh40k5Za6tDU+9HBAnkkXsp0y6jAAfypWQYOUTOzejQoFUimIlIlgWdJxHA4RErOeo7yWEQeZ+VQid0fcTEiGIEpmpuSU6b6kQE8WSWEndT1YC5imKfqzF2kbFMmnpsfNEgicVQeylw2KlIQWRgFREcbax5Q6fnE4h6QZa8DQdyoDF1EZJ6nZFa7fQSoAs6fGJjavtVFNMaGPZRICINOOvPMd0xwBuV90wt78r81w4VaY2NKRAJg1G6ovM3sm5gEjj7qSemFS2LydOG9O5LTLJKtl8BqvuZkjBolw04MqBMqWJcIKFalBpQZerRmfzGYLt0EQxahXouY+RUH8q0fk9TnquVMoBnfqco2GTKJbsNid0qzPeOtpjFfi5NXGGi0Z7aOu05pyOm5vjXFwmncmi3Udf6QzZrU94Kw1O+qSylT3SKBQintk+oVYMeP3wSj646caKL8Fhr/NoAqqlFVc7Q6RQ3D3tmgCM+kUpE7q1Gbc6p8RK8PbpLsNZ1ZHguNyd0mvNOw/pXEDTBnDjeQnVUkCzsqBcCIkSj+myxOGwxSoo6PASsDa+l+uGc9NHBUcfF7jadBF2Tl1KaZfQq7DAcFpDGnufmlkXu96YMPKZ1MokYUxkHCtsBIQX1ZdLaxy+3YOBVehz93SLw3GTK60hr+w/5HRe596gyyookCSC/qTOeF5hrzXmud0jjqcNeuOGI4UzxJwBPpdIGf4iMKps1zp9Prv/kLdPd+lPamxUXVxPSjuqunfaJepIXtg74u2TXabzy6zj88rEuV8TjKZVPG9Kt6XV2M46DciDydNJnXIh4s72CW8c7jOZVSh4CdutKcf9JnEs8PsBpQ/mTF9r5UwALpsuL/v5A54azywobhnDhHQxKPBg/9UJhXKUMTAClBQUGwk3vzBB+OsHvqB5sGT35QkKJ06OkbDsvTSle7DQzIYz+aRUvPIDjyk3w9RVrqWnUg/48g/c125nHRsbBOweTHnpc0eaafNcEASvfuYxt64OUpoRmsnyCzE/8qX3qDeM616Z/avVA37k8+/iF+OUSdNqbHDroM8Pvnw3y5PSofjac3e5faWPjatj7XY8X/GTn32b3eYsU0sz5XXrc37m5TcpeMkZo/qbW33+2PPv4ilF4svM0UIMn905plYMMybPSFoKXsK/+9w7dKpL3afWUF1pwPLTL71JRUaZJMZITm5tDfjGsx/kXDNbpv+H7tzjMweHWkKSoEFXAr5K+Hdefoed2iyVvEiTr1Ve8pOvvk1RxqnrZlvm1a0xf+Sl95AqU02TsQY0X71zn88eHOlyrEQnAZ+En/zSmxx0JshQv2vLrRcD/uOvvE69GOj3I9L8z273+YnPv5VzLS1D/c4Xn3nA12/fxQu0cb2IFTICXyn+xGvf4Xp3lAODAJ3ikv/9V/4NnfIybbNm7uFme8Sf/Ny38Uh0HscG6uu37vGDt+7lf4/1GJT9iG5lmT+ElG7Xn/viv6VZW6Yezywvv9Oc8Re+9m+o1VZ5GzEJX7jxmD/60nu5eaaljIof+dy7PHu1Z+avrlCD6oT/4KvfptuYZ5oK5l+ru+DHvvY2smDWv1PfzesDfuAL97I1IjEOPQRf+vx9bt/qm3JEuv4owld/6C71zlJL2ZTdGwSVVsRX/8hdvFKSzndLR/fqnFe+fJRJep394c4rffaemWb9ZyW4Hjz3Qz1qbeviL8tTqCTc+sEhoohzAOo/KnshO1+a5PZDUS0jd7qUX0wo37bBw36/rpD/MCY9/4qFiO32hP6kxmrl06ouuNYZ8F5vm9my5KLwtX96YRWLEVutKf1JjcWiwIfnkPPJ8xTXu322a1PeONq/BMhRaZuEgEp5xWcOHiGl4luPr+ZBzrnT7Enl59/0/Zir3QHP7JwwWlR4+2iXyUIbNwuhaFQXfPbgIbe7Pe4Nu3zz0XUG05qOX6bI961BTcrfoJZ+mSRASIXvx7Tqc25s97m106NZXTBdlrjX2+LusfY6NV+UMlXE8/ri93spPi1t573rTtfLlKEgiSXLoMjpuM79ky73TrYYzSvUqitubPe5vtOn05hRKERot9ZOXZvKv3RfipQGpbS9zPu9bb75+BpSJLx25T7Xu318X98URrHHw36bd052aZWXPL9/SKO6MK6dnbY/VRK5vldgwMoW7/Z3eG7rmGvdAZ5nDvLspszpA5UrL4kFj/ptHo9bPLdzTLO20P22ni7bT+5lZAKDUY1ESbrtGVJusqXJGpMkgkeDFtNVidvbPTwvYTCpAtBpzhASFs/X6f/7BySNDyeb+f73uvbsX828rq3filjVMKuWpTiLFj1nkq3puStXXU3KTP/e0y9oBwUyuxwQIH1SPdM0vo0pWvpKR4i15RrmSnogPEWYeGn98mEPVfDgRptECRIy9732Jt0rJkRKGjCmnyW+3vB9LzHudjOQg9RgTPhKuxdWpDQqzwTPBO2O0ukmJXVMlDDWQTxdI3MhFYVCTLj0M/Uh27UywfMSVnH+hlIkUB1O6fy332HyuT0mP3wzd2tQFDFxJPOeOXSPUpBZu1Iwo0CKBOmpVJRqo9UrAQWZaDebifFIF2ZjXPRiokgbe7rqbwIoylhLN0xbpcHR0tMxDKLQy9s9AIVirMcrlBDFVH77HqvPXSep+JTLIUGgPeW4l19SKBr1FeN5JmK2XteKXkyxGDFdlHL1KKBWCQC0pMrMi8TXIKlZWzIPCoShl1MZ9ERCt7bgdFlJbxeVAOVD2YuoFQP600rmGdA8r5cDhFBMlqWcd7jmr96l8foRgz/9MvN2PZufQo//QXPM4aRBmHh6Spn+KhUidlpTHveb2sDZGeduZU7JizkaNjLpiNLjvNuZMF8Wmc5LejyMOp8Ebm31eThsEa4yKZFItBRzuzXjUa+JCEU6N0QC9dqKRmnF0UlDv2/AmwAOtkbMZ0Vmb80RUUJ8dSu1k9ramTI+rRAvXIcC+gKiuz3n9FEtNSa1aonFaky5EjI5Kjmqi3omNLpLglASDH1S5wLGK1vjSsCy5xMt7XrQ9HteQm0vYHJYgkg5KnQKr5ZQbEUsHhYyMGMmXaEbo2JFNPA+9br2CaTM69p/hqxUcDc3z0/Y745YBEUGkyqVUsCLe0c8HLY5HjX0+j8XXOi9drc7Zjyr6KB+7rtPe9I7WT0v4cb2KfXSirePrG7/ZjpavzUmKRmvawbktGpznt8+4njW4H6/mzfwP0PXZTnBjKGVUtGoLLjWGbIMCzwctFmFmZpaqRhyo3NKtzLn0bjN41FLS5/dC/Yz7VlnGExZRwE3/qv7jL7S4vhntnNnU0aPlty0anPKBX02ThZlpoty6l75EwMum8l+qiRXCTu/1OPkp7ZJSvL88mwbnvTcpk0A58PQmubRa6ZqnBpU/JBl6DNeajfskQ0eviHt/tMerd8cce/nr7PazZwmnE9PymhovCIV9fKS290eRS/mg+EW/WktlWAIqejWZhy0RowXZR6N2kbyZIu7qNPOm4vm04ASIaBeWfLi7iHDZYX3e9u5uFONb86QQcLoS40NjdN2gNvNCTc6fd7r7TCcVs96vnOa/sTkZJNewk5nQhh5DEa1Cy9FhFD4hZjn9o5YhtrZg5SK/e6I0azCZGo9sWV9kyyWPPjLf/NTr2tpShyEnyr6Z8ydcLyynXGWESsNPHLG4CJloNSadyYl0NHVyWxw3OCgSUL2u70BxqJ0kdm7WH1/gY4zEqt8mAxLXiT1DbPJk0l2SIFR9kz/nkhBYEFTWpehQQlUpNubGBKsZCe07t2c23db5yrOTyXLzCYIVpGfqQM5WFH79M9bLFgbEwuaUnsZw8iiIDIxb9LFZ56JRBDh6fdMnBk7/om5xQBjgK7Q0gdBqtonzPhb2x6hIAq8/DNnow6V5+636acKBXEgEe4DM2fihTR9YKQsZh6JSLGcayZWJHrOWWmAkoLxuGTOdW3LZEFcGHuEK08X7/StABbTYqraZVXnpNDtnozLjvcx53ZFCE4mVUDPYY3OgRhWkW90/c3cL5B6NJsatb90D3bWUZwIAuXl5ccKkkjyYNDO5oSzjlaxz/1BO+26tOwEBrNq2q50rpk6j4aNtTlqbGdixXu9rqbBnRtCqyU87LV0Pi9Px3ReYjorObb5WV89Pm0hYoXHXP9m4kGJWHF6VDfjmNEmEkUUehw/buh5aBtn3glmHuFUpmvWzFZEopiclrKBtf1liJo+Kur3rBGWmaRxLBk/Kqe0kXprg3gmWcysCmoeIIU9Z6A+VV37BJN7puj4JN3mjFhJhtMqvpfwzHaP/rzGybjxRNUSz0/Ybk+YLUoZyPmwTO8aI3lz65RqMXRU555UqD5zpVTsNCfc7vT4YLDF8biZN/JPi3E54HWiN3HTKl0HhULEQXtEo7zk0bCt1dAMfZ6XsNcccaM1oL+o8ruPrrEMinlB5bltcX6/iNGze4NUFAsRzeqCRnlJoiTjRZnjYVM7WrAqyZuY/Y8zrTfnw9Tnvn/RUD9pGmyq2/0t5cs4O+QXlZ3y/YI48phEFaaLMj4x1fKKVmPBdnPKbFVkNKsae5nLEHwRDdk+qQSoROjgnqurbNen3O702K+Pea+/zXxVRCWC00mdybLM1faQF/YOtbvqecVcdp+HEi/R4eY2WSmYzst869FVnt894qX9Q9463iUITJy5XB1nJ4FS0DN7yzPbJ7wntnXw4cTJ92HmqtJSuNNhnd3umEZ9wWRSsafepteJQo/3T3Z4Yf+Q3daEw2GT3qjBblurKS6WH95xwvc/0MlxSWu/uRIaRO6WOmUYhMlrdd99LzWCzgCmMYx2yrZupG3VqaQuNSjIQFXOw5p9bJk119uak195uvwU5EBO3S1TO8uAjzLvpEyUY1fgOjWw+S3tVtqTzjG3DMPYujF50rQOAJ3f01v/2LQ5zt5Nb8AtRnBu7IGcqhXC+a7IYtuk4Edl5bjgaK2elH8VxnjdkpOjwQCQxNyOGyNVoTCgzIlzYk7yTBrsVKwy4GHrlzEo493L3rqndK7HZUFpZwNuLBQhkEpppxH5n3VbrMqglUhYd9F2jjjLJOVChENPQvaSndeRfl9EaPsXyADGerJloN/NCMz61/XGd94RYOem9ZCXjqG7puy8dmxhEk8DgdQzna1EZXPYdS3tem/L2fi7/WT/cJyC5OLkbEoi64ezB77I5p00W9AmgbvS+4AFXVY91toH6R9Vnok4p5z0U5B5m0s3oXPa8Gn6mFK2IQkBzfqScjHksN9CoLixdUoYezpWTrK2MJwkVzHSU3S3ZgSRn3cO4C6gy4xp7n0t+b+53aNSiHjraNe4jX0CB2r2FOt04KAx5s2TfYYzbeuXghxENk/Tz4uIczc2EEIH/bzeHTBdlXjrUAcZBf2sUVlyp3uCFIo3TvYZzfWtsOuQ5Wx9Gzjsczcj/dDzdGyednWu7UCXZR71tUTpY5XcuPQ+CQj8XqTzaFjv17Wz386PXFs2lXGZ+iHl1VQiCIXPaOEzXlYp+DHN6oL9zgilBMO5BkNxLC++NHDbtbGNdp/Uj+NYcjxuMphXudYe8Or+Ax5N2qkEJwh9Puht0arNud4ZMKkseDhwpTvrYOSiTj07N5WAVVDgu4cH3N7u8dmDR7xxvM98WXpCP+p2KKXtZBIluL3VQwD9aW1NlXOtT84pbp22KPLoDRtstyfEsWQ2L53TPl2sVQ18dveYRVBgNKswmFbZbk04jFqZe/ynTN//QAdS5t2CkvQ3yDF1ZwbABSoWuJi5lqr7rDPzjhRHJMoBKYoc6HKYMXL5snrdPTIHwuxvqW1CRkca5NNhYF3Gz7qftqAnrdNhPnPPHGlPLlaKgMRzmOVcvzn94nahc8C44CU98yyDmHO3bP4+A2CyPl93tWxtbM78DjlVsjPBIhPS235h54V7tiq0ZE2BUAk2lpFWjVI5b225dq4nB2ik9ZvPXGwc22d2fkmnz4xUJWXApVHRst7hXCCWtlekws10a7VlSBBRgvJltjTSjS1jxtz5mX536LTtWNNuTPtUOSDDBQauC/PcuSjyyyaNhWPrduZHqoK5viGbNie+MDZdGQhQngGZ6+2w0pkz80Ckh0sKhgR5ia8UxiObSOdM+o5Spj2OswAHnIhEoLCe2cxfOZVPlW+b3UssoE/j8GSHcTYIa7+JtY7K5XXR/qfpk07lUki7Nje3/5KDzohGacUbh/tObA7zz50zKCgJWq05QmjdeLUOii4zhmf2cO3M5NZ2j5JnQE54Hsg5ixp8L+H2do9WecG3D69oz1DperTvrs/l84ixv+n1JtC2OFfaQ5qVJQ+GbUaOFKfgR1zrDNirjXkw7vB41NaaDym5dtPc2PDNTdpAkufFbDWntKoL4kQynFdTRvoTuSQ4Dzy4P1uVbM954ZOg5QIaNtZ33l5yGdoUyCDRKnTrJJjYY8rPz3mlBEHo0xs16E9qVEsBnfqMrfqU6bLMcFYlfyN4SXrPoU8BQejz/uk2J7MGz2ydsFub8M7pDqO5npvDaY35qsSV9pAX9g+51+8a+7HL9MWGh04+hfao9u7JDtc6Az67/4g3jvecizm1oYhscqsEBhMd4PfOVg+Eoj+p57eaJ9G4aa0oCAKf/qjGVntKnEiWS9duMF+BUjCeV3gw6HB765Q3oj2m8zKlQsR2e8pRv3lOMOGL0x8SoGM/Ha7PldhYrt6V4FjOPHU0sLbIFKkERv8NGUAxn+lzXY5rfLxRqrTGJNt/9v0cqCGrN/EyKYNay5caZBtm0r2Rtkyha7SdfjrnUAp4zC2zGxfHdT5wqckn8p9uFhlmoCMFJxb4uJ8mo2t3Zzd4uYpQBR9lbFHcNkilUOsSJPNcostI0ExqKiFSWZ+lv8WJZix9LwNwOIAlwdzEZ4yllvg5B7vDpItYGWZY5G/wHaYb0C64MWqR1o7L0mYY/TR2jgNO9MFn2GZja+RO+7SdUub3Q1ueEJm6V9rhhtk3zi8smLDeyUQMiROiwXUOsQ6s07ba8XSXpZsS2x9OmeTLywVtFc7fifNdikxaYudzkq0PqbJ+A1NfYmhy6xZ5GvOXDgIj6jMem0AlRuWPbF4JdxIinANJpT/ZWF4izjyq5VZObt9Y20xcqZ/Jq5+YejYCH8hvNJ+mTySZ9ef7MdutCYNplWWgnQ8cNEe8fbybuUPODXk2TkJAvb6kWIo46TczD0funDiLQ87SkUvaO9itrR5l3wE5azryWUXmMz3SFLe2eiTFIt8+vMJqVVirehMhgjzHt4HzNEd0rbziRveUVaTjggTmlldIRbs655nuCcuowDcfX2O+Kq0xkpbIC/pjnfEU+YfSSxBAs7JkUijyeGBcCV8UR0iBN4+Iqx+B5brMGWu8ceaAzmXP5g+bLgMK1qfM+vsX5ReQFOXGfOoib3imzUksmS7KzJYlioWIdm3O9a0+orYya3BD55zHk533kj2rE6FVyVZX2W+OeWHniN68zr1+lzDyCUKfu70t2rU5t7ZOOZ3XOBq2tC1RylRd1KHupFwjTGl15fv9LkHs8dLuIYe1GoNlZY3e9XKyagfTGu8Bd7ZOAOiP65tdTz/lfFquCgynVbqtGSexE7g4pT2bpAo4GTeoFgNubZ3y9tEu/XGN/a0R7cacwbjmvHm5tEnJ5Psy1W+t8Dtx9oNxnap8QfPlFbLsMg76b7+i2H5+npd2CP28thXQvLE0ZTn/gPa1BfVOcIYGIRV7dyb4lSQty4IRr5Jw8NwIabydJcazk5JQ7YR0r8xS3kM5de0djGk0l1qFzfGuJn3F7dunFCtRTiUIAcVKxM2rA4Sn8kBIQLux4PrOMJX+pCptEq5sjWjXF1k/oN8RnuL2bp9KMXTapD8rhZBnt0+RMskxiSKGZmnF9dZIM13G1sOWu12bU/D0eFnAIpQ2YP/c9cdUC9ZjAKmdS7kQ8cztPp5QuTwigW5lwfWdUSo1ybyUKfZ3xrTrcx1zJVKpxzNPKa4fDCn7kfGappCRAiEpFhU3rgzwSLTKmvV4FivqlRUHu5PM/saUK2LY7Uzp1ueGBpX2h5cobuzqulJvbIb2IjE3doZ4qJQ51+2GWilgpzM94+1MJNBqLOnUF2c8xslEcdCeUPFCQ5emTYYKP4rYbU/xlDLG/Mb7W6ydEew0Z0jl9q3uk0Z5SbUU6N8j2xfmUyh8keT7PdZtblWWqRtx97zxZUKzutTeatKB1vOjXAypl1YZMPeUlkgB9UpAsRRlEh87fwuKZm2JKKhU8pOqcRYU9fTQIwVTSoJfiqhUQgM48mu9VI7wC8ka2BEgoVpfIf3Mg6ICrfboQ7UWZnuKs5ZlQeFVtOFYzoubAFlMtPc018OjBUBlbVRq86UFC5AVwCknTZ4AtzwH5AhPIbyNXN6n6WNOUiq2W1NWYSG9uby9dcqDYYfJvEy63HO8T7YBVCoBzeqS02E9i1lxIaP+hGRcIN/cOqVcCHn72AU55xUm0v8XCjHd+ozRosJ3Dw8ykKOcf/lsG4oS2QboABwpFXutEXd2TjiZNnj/ZCcFOdpt9TEvbB9xf9ThO4cHG6RITnIP0fQ3h4a1M10IRaEQsdOecKU7RMqE4azK49M2C2OPcWESkJS8XJlPnS7B1ylfbpR8PHUS5O89nvDu05T7VCDHSTLYpB5x+fzWZfXRoMkHx9qOxpMJe50xtcoSKdcnKJcAOfZvkc5vhQnwOWzzu4+vUfIiPnflAZ36DCEVSgkG0xpvHe1RLQY8u3dMtRzkNBfO6NlvrHczIEoSweGoxTunO2zXppRLoW5bTlf/TO+YPtJg5/3TbW51T2nX50ZF+qMiZcF8XmK+KLLVnuJ57i005Baf0m140O8ghOJqZ4hSgpNhg3plSaV8lrd+Uvr+BzpCT0JZyJiBdccCxXLsMFTOgS8VpWqUvp9KYqSkVIpplFd5hgRQKBrVFaVSZCassaORICRsdWbGDSAZ2BLg+wm73ZlmMNbU2CrlkHZrkaPBSm86rQWlagZm0ltpmXDQHVP0IhQqdQetpI4BdGV3hJQqB0wQsFWbc3trkL4L9pni2e2eZtJd3tOoS726c0yjvDIZzDOlXQh//spjhMxcLdu0VZvxuf1D7Bp03S3v1qaUvDgrK8kAQae8oCBiRKSQoUoZ6yIJO80FnvW0FWX56qWAveY0BSM6Do1m5neaUxqVVQ6UYNp1c69PpRhknriUBgQVP+LZqyd4iS7DMv0ihkZtxdWDoVOHSlW3bu0O2O9MMyCgND0eCZ9/5iG1yirtAxFbABfyheceUPIiDcJMgFERK3bqM167/Rhp64lU2r5bV/vc2u+nYESDHYUfhHz1hXvsNOYayBjQJRSUqwk/8NI9Sn6U70MF240ZP/jCB3gqydxjG9DypZuP+MzBcfpuatcDlPyYVnmZX5cKqn7In3zlOzRLq7z0TcFuc8qffu2b1Eqr7LAxq/Mzu8f80O176XoQynj6k4qffvlNXto/zh2oNmbTv//ad2jVFmtSF+3K+me++AZeIUkBjgX3d672+ZFX3nekn9l6+ern73H7et+IA0nXufQV3/j6ezTay2z9mAvJWiPgx37kPfyiA2gMHdvXprz6pcc5Kald78+/2mP/uQnrbumR8OoPH1LvBvk8QKka87kfPUKW7MGW7W2NgyW3vzbI9iFHstN9aUbrWRNw7PvTKef3RBICmrUFvpfQH9eQUnF7u8doWeZk5DgfWAcu5kuxENFtzDgd11KGXxfMRuZPmH0h9zz3nkJKxfWtvvaudrynbXLOnQLZRi+E9rz54t4hzdKC3rShPTqepcJmyQdKTsXz5m/ndSGgUIy4s3NCpzbnnePd1IAaoWjXZrx25T5lP+LfPrrG0aiVd9WcIq0L0jmX6ELoft5tj7mx3ceTCcejBnEijb2PeGLRaRX+hgqeJn2U7GvAbeOzTfV8mDqfBiA5ezuAXMTnvvuRAJw7F5Qgij3C0CdJJPNVkZ3mlOs7pzSqGwDPGo1Zgeu/rwEeBctlke8eHnB/1OHF7UNub51oV9QKVmGB9453GC0qPLtzTKc+M3Wf0wFnCFoHPc63RHA6afDe6TY32n2udgYG7Livi7N5lVZj60/r3O1v8cz2iXE9fQ5ZTyLTKV4pHWMnijw6zflamWcnZxR5fNDbplub0W3MCEOP/qTGVnNKwY+fam5+/7uXfuH/hO+X8w8dG5i8/Q5aRc3RVc+9gwUgjlc1wEZpTwuR+t3UrkaRBgRMRa0WYPh2cahM1S0FH4ZOSY65URL8ez3wPIJb3TU7HFM2CpIYVfJztgtJutkqh0bngsssBuuS2qr1JAXNSBKTqU0pMpUhqVCJIRAyWxhPaZOFWOdxgY6M9QGZKHHmAqN4PKX7P3yH+Wf3mP3AzZxRf2rHYi8n3E9BqqZkgVOabPBEQ4drr6vtPBRyMEM1qqlbcWG7Kqs+q1sYVbJE96+ILeOtzJTS45pzdGDKUApEFON/9wHRS9dQBQ8plY7nILJ67VyTQhGnKpaZm2jQAF7Fjtqi7Yf0gjfbqRNPIMIYWZYkxjA37YcgIqn4CF+hDKOQSuc8DfyEr7IAtI5UwitqnawozuIhJR7Uf/0u1W8fM/jZzxBsV9P5qxkYRaUcsggKJCpbE6ANmUuliFlQ0HYrTrsKfowUilXo58c7gWohJJCSMPBSiZQdq1ohq8sCNAR4JFQ9XReJ0EDXjFnRi/FRLAMf4YbhShTlQqQ9FL43QoQx0c2ddLxrxYDV0s/mvdLzTypFqRSzmme371ay6HsJnh8TLHytgmLnW6LdBqMEUZitPSsRLJUjgpWE0JmgqxDhS4q1hGDmZTZuhnbpK7xCQjRzmGnTx7KUQAJJIIjCJb/y9t/71L30x5js2fTs//2vc3Al5GjYJAh9rnYHtMoL3jzcJ9oIErLkewm73THTRclxvXpxsvPlbMA9vdFZkNOuLHjzaI+V9VS1iRCR/7NcDnhx95BZUOL0l0sEns/kc/VcFen7sUKuEpJq5pp/I70AQgdmvtntM16WeThsExvJle/HXO/0OWiM+GCgo9fn3FafqXsTY7ip3/S5VChEdOszauUVs2WZ/qRGGHmU7q+48Q8eMvxqi+Of3j6f39zAR557IX9RH5u1Xro3Z3W1gipuUE88rylnKrpcksuE3X/W4/intknKFwCM9TZc1J7L1LtybHGcsrxpRFw/R+1vIxC54D1T7u4/PaH1m2Pu/fx1wgOfWmXFdkPHKjud1pjOy/pcOndtnQc27IGaESUEVEoBz24fU/Ii3j7dZTSvWIaBRiWb44+so4INRW4c8039br43vjmlKRdc+ekZvZlWoXvyGlHp+bzTnHKtM+Cd410jYX66eXR26ilKoxWdmwsWSYnxpLJ2l5bVb/ut05hxs3vKW0d7LFZFus0Zvh9z+LDIvf/kb3/qXhowzG0GXNg0bw0TghCoOEZ4XppXGJ12rVqlUm5VuSNhGX4hs3L0Q12M1Ze1B4y1VXQhrQNw3ECBmRQpT3euDSaPsmWbPElRM4KpAwKjCqfnkQNkLCOeqr+Q66cURKUceEZvSo9rIGbqFAnIeUhSKmwGJYbRdsFEGnjTxCu0TGBalfueyt5JF7wFMRJjLG7AhuucwOk3kTLJCmKFNwuIq2WU8NK6c/NGadUvCwKka4NjgRS2j1XOC5f+XZenmWXz3UiREhvPyQ5/osgsKoSZFko7gYhFdhsaA0Kttc30rXVx7ExXISQqcL+b/cgy/7FjTyTREhM9YVGJ0AIRkfUzQLLUfwgPY4gPMhapTYrBGunY275cBL4G+2aO2jbEiWS2Kp45M5TSRpdnNnzzOQ8LOelL+kwJZkExy2fnqNJ1TcNi2l7lkdqDhZGn8YPppwxYCVaBj0igYGmz8wkTuwi9JYjYOoXQ/bhY+Y5QWaX0RJEkCjOveekZIYSOyaTsXMpzn6uFdYHuLEDjHTKYuZ2QpSQSJJHugHSOm7mcLEX24oeIQv1pulzqNmcMZ21WgU+7Nme3PuHNo708yDGTQMQgF5rZk0LRac1YhT6T2eVADpwDcMwCk0Jx0B7Rrcw1yDljV2NTnqu0IOelvUPGyzIf9LapxbPULu0Mk69A+YLY97LfyP+ZLlGp2G5OOGiOeThsG09QejOtlgKe2z7GEwnffHyV6bIMrtvq9UI3JH8cETd8R91TZ/b9hE59Rqu6YLYq8aDXJQj9zD2x3bft2j2PyXaZvIt45bX+OZPf/O6NQsRB+Sxuu9TwuxvmOVzxh0mbQA4qz9tcBELWmPakvMkWJ9sjWfv5qUg/8372JUkkk5m242lUlmxXp7T9OaerRuoq+qmT0+UKWCyLfOfwgCvtIS/vPubesMvjsQbnk3mFt8I9bnRPeXb3mPdPt/VFw3nl5lK2d28aj+myxHePmry09xghFHdPt9LLyo19bYhWSnAybuDJhGd2jnnzaJ/5smiZ18u1/cx3QVTw6U/r7GxNCUOP+aLI2TlpvikYTqs0SktubWmwM5hW2e+OaNTWtEQuSN//QOeMzC0f+DEHghCInFrbWrevM1dAJkZwykoMQDpvE7TAyBidZUbJDr+ekmH+MDYsNh5Org0Ypl5mrM55C8TaOtsDIefW1z6wN+4uA6cMj+4uXpmVmSc+Ywo1yBFavcx2oQUvUYLyvbQMV90JKdOxy4GUcwCOvTF3h0S7b847FsCAj7RdjltrEMR7HUNb9p7tTeEwsunImDo9c/hJ1xh+be/JMupBsKpp0njvkkatRDivaTpVbry9REtLZKzSPUewzsiodOpbQKSkwAszLlpJ+7shyffNc5GB20QTYh0O2DVhGfB1xwIpz2zmt1WJkxF4K5W6Q9ce28z4xuRuddIyDWDJea4zjgFySdqxJncgpjZLSTYWtu1p/7oLxswHuwRSYGHnXA5YqYxWt0yyT2XfW9sH0rlhX3ZcoCOF9uy3ltKmufENXIYzdhqjVOY8xT0AN3liSyvY8LvirDODT9PHlsLIZxJou5xb3VPuDzrMFuWMWTeMgZ6HSktbgUZ9iRRKGwpf4HYagPyWsPa7WX8StlsT9hpj3jzaY74qkj+8zp6h1ntgpRzw8t5jTuc17vW7GQMF+QMKlV9rG5LdNwXg+THXugOqhYB3Tna0q1zQ4Kc+4ZnuCUfTJvcGXWI38Gda9hP6BWFAjnlJaIlWqzqnW5uxmvncTwFOnmlXJZlpZjxpeWxq80V8wTm/KU8we63tHN5sHttz+c/1nWkTcthAyJnN6gnFbyjiwrT+3sY5Iohr/mb+6xKkbS5frR06up4k1upVk3mZZmXBfnvEKvQ5mTQIgrW5gDiTP48lRa49CkUcedw/7TJaVHlu+4hWecE7vR2CsEAQ+Lx3ssNea8xzu8fc63cZz9e9sq019qL5bueKEsyWJb79+Aov7T9GbMEH62DnnPYopTgaNvFkwnO7x7x5uMdyVVh775y0PpbmM674xJFiMK7Sac70ZaK9vMy1w5yxieDhoM0L+0cctIc8OO1yOqrTrZxcUHk+ff8DHcgOeZNSKcmapEdveHI9Y25f0EyhclTJXLQhnPJteWsT0zCHmnEVmRqYzbdOt3TKk/ZHvWgQ2bNEitTwWkF2i2/fsXXIjHnL2eDYPFkVOZpSKc+a4yfhvp+QMuSpepnIq2JpmxTztxOYMwUiRnqT5k9Uag+iv+c/NeDJDlFbVgrCrFTGeZaWYRuZkHo70x7sXCbYcvd6LFMdd/soPYhUZmMkyOaWe2YozLxRxnmASm17VGKAidOHlkihMsbClmcZceHUIdaZbzv3bDvc883ZVDJPZcpuLRmIdNQpc8y8gEQaN8hmHBVG6GmleZMlchZmfQ8ZIBd2qWmdYGHHzJZvgb3Txy7wzh0oyvnNbZorzHDmgwvUU+9pdpCMBCsRZh66Y2FBlnLm9ZrNg/XQln0XmRc/SCV/FszpNSDS9Zz2gxIaADtJ03sOl+QerJIUoNi95sy7bt+ZPcjuLECGWJ+Gifg0PVUaTqqIiuLm1injVdnYneBsus7LQqCkoloOqJVXnAwaeVBxXnIZwfV9y9jWdOozbrQHvHWyqwFFzvHAZu7bgpyX9h7Tm9e4d7qVun0VG4B6vvK1ctd4x1Ix5JaJIfTO8Z5mgtCqajc6p+zWprzd2+N0WgOVXe5tZAQv6hp7hEvtyW2vOSZMpI6BM/G184DvqeQM5qZmnvkt27BTHRMz5lJou2Qpsn8ILdkTaGckxUJIqzonLksSJbXygbFLShJhfjPqz8qRpl00BBcxxpdJm/ayD5EKvQB/FJ59YOhPEslwVmOyrGgvbd0+k2WZ00mdKHJUJFw6nLPqvH7QfSQYzyp8M7jG7a0er115wJu9PUbzCkkieTxssQiK3OyeclRopsGCdd7cprChZe76skybNitYrIp85/AKL+095vZ2j/d72xe4Qs/2gCSBR4M2vgU71tOhglQd5KmTYLEoUvBjtlpTTgZN4ngTA6zj/MSRxwenW7ywd8R0VWYwrTKOqpeu7Q8H0MnNDYdxBXLOCdYGbP22OgUyjhcjleP4yUCUy4BB7rky9h9nmDOZ/a7VzdaCgdr85rb8jK2qyMp0A4baCZm6jbZlOPWzVr4LhFzAZNWWrLvd9LnDhLoOc1LVuBx40Myk8j0DQkQKSCxIShljq8pmQVEKcDKJS15ik/0t0pg3+We6XCfGjPVYFifIgkAkDqAxu7dmeFVKb55T1J0gbbyU9fqc9ZuBMku/Msx/vjzhjFtamCthWnOdbaV8uj8cwOPuHamNmO1TaxBPOrApiE/boUzV2YZm55H+UOlvwmx6lllPamVUuZCOW+bSW+Xs2NJ5Ycu3gUBdaVvKnDnd74znOrPkrmULvHLCVxe8KLKAp6ZvwLjNjlX6zHqkx8x/DSpEbi2lAYETZxwthFRkdlyOiilSpWBWgyczDp7IbHWcixkls4CmaRulUZ20tKV9IfJTMD2YVK6PUpoNvbl+/zR9IilKJFeaE8p+xHcP9x31mE2TWttpdZozBuOads+6Pn4bMEQurYEeIaBRXXJnq8d7p9tM5uv68hsKMFPDSnLWQQ4IE2tMOQtmrWKXUOG0VEC9suRm95TBvKZtbkyfVEoBz+8coRT820fXWAbFj+wnQwi0o4HWBN+LOR43mC6MHULR6bMN3fB7nUSYgJ9J2s++oNK9yZMJvhdT8GIKfkzJj/Bkgucl+DLB+GtMbT6jRJjlr78nSiBEQsmPkNUFVEEpgRR6t/dltsEkSph/kjiRRLEkjPUNfRh7RLGn7U4NQDoXmLhTftPfubY6vz8JWJ2Twu0SUasALM6nBe097XRcZzwvs9WccnPnlP60xmhWMXPTPdyfRI/Zw81HEPq8fbzHfmvESzuPuTfc4nDcNCCryiryub3Vo1wIeTjo6FhQF63v9brWm6W0m+fvHB3w8t6jS4CdrKwkFtzvd7iz0+POTo93jnYN4OPiPee8pPRZOZ5WtMvv5oz+qJ5epK/Xr1DMlyUeDDvc7J4yXxWZjkuXru4juLH4A5SE4NoXR9QPVmAYtvSWv6B45ksnFGp5bx9KQLUV8bmvHq8F7NNp+8aMG58ZuJWkjOWdV3YP+sAAAQAASURBVE/ZPZga5kekDJAsKL701ftU6s5NglkY9caKH/jyXURRZU4MzATaPxjzmRcPMxsbgVH5UnzpxftcOxhlnqJM8v2EP/q5d2jUVqm6kH2nU5/zx15+G8+PMybXAJnb232+fPNBatdjfwfF12/d4/Z2/4xkxBMJP/Hc23QrC2zwRtDPu9U5/+5Lb1EgSVXQMP+udYd85c69zAtakkl7bm0PqBTDLI8pz5cxP/raO7TKS+3y2bowjhW1yoqvvnYXT2Z1We8+V3ZGvPrCo5wXNBmBiBSfefExB/sjBCJ1+ywShUTx5S/e0y4WrRtmA8hqlYCvfvEuHon2eBYrE8NA0d2Z8+xnj9Pv6b9E8cJzx9y4NjDqVJb51XU98+oJ1WqYOkuw0p5SIeLZzx7je3HaT8K4u241F9y5c6r70PyzoODgYMz29jT9bsv14oTn7xxTrwVpW62Xt5If89LtY+0O2oJM86xdXfLc9R6e6UMZko7B1e6YvfYkVfuTYSbFkCKhKOP8mCRQIObFvRP9bM31dLUQ8NLBMVIkGagwgGm3OuNae5QHsHoF8uz2Cd3KPLWJSsGfp3j+oEe5EOV4LiWgWg64s3eael50JauNxoqdLW2gmgIl8297e0q14bi5NutLSEV3f0ahGGd4woBHr5ywvTczLjsxUli9PkvViFZnadZq5ghFCWi0V5QbkaFNZA5QBDS3V3hF7Rgju1bV3t9aO9pFd3oJYrIXygm1TpA/Ds1+49dj/LrtuA/BRXyaLpWqpYArzSEf9LcIA98ZugzwyKXeEKVUdJszZosSi1RP3qQ8HnpyMvt5uRTwzM4x94cdBpNa3plMrrDsFkIA5ZKjrrYOcgBVkHodR5sAm/tdZP+Xiq3GlNtbPR6P2jwaGpAjtFe1Vw8eMFmV+PbhFZaroqbVuRzJ99taOtMn2oX2VmvK9e0+86DAvZMtA/TEBfl+j9KGZqiidM53hRC6DeVSSLO2YKc94dp2n1s7Pa5v99lvj2hUlnheQhD5jBcVTkYNHvQ73O1t8d7xNh+cbPP+8Rb3e1vcO9niQa/Lg16HR6dtHvfbTBYV7p92uXu8zb3eFh+cbHP3ZJt3j3Z473iH90/0748GbU7GDcbzMmHk4XsJzcqSvdaY61t9buyccnV7wF5nRKs+p1wK8Lwk2wPTNq9dvlwGsH+UPj5vb9vwcxj5HA1aPOq3aVSW3NjpG5fQ7o3a2qf9O9cOuxHrNZMkgsfDNt8+usKV5pBnd461Vza0BObt412KnvY4WCxG6YXAxQ07/5ECVqsC3z26Qqu84ObWKZ7rje2CFEeSD3pbSKG4sX2K9NbH78kkrCelBINxjVIholZdctHNglLQG9eZLMvc6Pbzff+E9IcD6ACDDyqsRgXSTjNSGZUIDt+sEa+kw9QDCIKFx/0PmpqBkPnNeTos0juu6a9S5qQnx0c1xrNy5gHNAJQYyf3HbcLAy25zDS1h5HFyUtN1GebGSnamqyIn41pOWgOAFDyeNLXRtsyeJR7EQvBw2GKZ+JqZskGtBaxin8eTRnbD4qDoWVCkP6/mGGM7n06nVWbLYipxce0TjqYNwsjLwIopMwo8eqOalpoYEGPdKgeLAuNJNSe1EcZ9chR4xFYVwgAZHVhTcHTcJFj5GQNv4sCEK4+HR00ISZl+C6KWswLjQSVTZbNgJoZRv8JiXtRqdYap12BMMTyuEC11/AMXTCQrQb9XSVXqrHqSSBRqDuHAN6ppKgMTsWI6LrKYFRzwQwq8vYXKAJW5FbV5vZCUJg3SdRuk1K6pRZzltW2WfoInEw1KUoCn6WzWFxRFlEqzbDwdj0RHWSejwc6Foh+x15oiDTAijR+k2KovdNwbR3Ji2+ZJRcGPs7aasfZFwjM7fUoyyt5H568WQ25tDXTsIAcciQT261Nut0Z6/N1nwM2tEZ3aIlXhtHPUlwkv7R9TLVovDNm/WjnghasneuN21TkFdNtzrh8M8+7Wzdp84cYJu61ZuoZTKaoPz93sabfvzqWfAqrlkBdfOEYU9W23chxQNLpLbtwcOudE5rnx6s0R7b05qWRHoSU4UnHzlQG1epiCHyUlSEGhlHDzlSHCz0CLVVOrbgfsvjxN90HhMIqdW0vaV5d8qrr2yaYb3QFH0ybjuWOXs5bkKkEoRbO+QCl9A3rmZvwMM3VOcvIUixHPmng02pW1eSFXlnPm6WlCqRjy0t4hg0VVe3BaAzkpSZ5AFc5zp6bSfwJ9MbDfHnHQGvL+6TZ9o5ImZcKV9oiXdg55v7/N+70d4shzJDkZw3hmop4DBIXQF2I3d3qU/ZB7Pa3vf9Yd9e9jWrtQQSqEVBQLMY3qgr3OmOs7fW7u9DhoD6mVVySJZDCr8XDQ5t5Jl7sn2zzut+kNG/QnNcbzMvNVkVXgE0aedo+d5N1j5/h054uCVEBn1dSSRBDHWoIThD6LVYHJokx/WuNk2OBRv829ky3u9rZ41O8wmFaJYo9KMWCvNebmTo8bO6fsd0a0anNKxdDsvypr95P6CPvexzxg5wAVpQSLVZEHJ12GswpXu0P22uMUmJyheSPOX5tgClQCk3mFbz6+StGL+ez+QyolfU6FkbbbWUU+z+4eUykHDtjZhKzOS9naVhjJzuEB3cqM61una3F2zi8jjDzePdmhUVxxpTNEONK9S42bm0x1UeTRH9do1RYUi9EaDe4a18Dwfr9LpRjSrc8uXdUfDvfSXgk3Zk2arAqaAqJIPy8VyMnEXdU2gblFFc7fZAyEexlko6ELcrev9jcrZcnH6MG5ybXfbR6RBjlEQOH9HsqXBLe3ssCetnxp6ncvD9zgn2hGU1ntB6eenB1E2gdZ3pzLXsgvZtdRwNpzGZIys9lNn3WRTApoUinRaEH9n3+b8Jkdlq/dOKumZo2kBZmqm9mRrS2MtPW4rnpdOtdvkNLy7IvKKddtrNM+W4zM06BfMkypRcBOXiUFIogQ7z9C3bmiJXS5PPZvNmygCuVL7c3L9Zpna3K8xLntTueW7W+ccU4/RW4uIQSJpz9FnKm+2Tzp/PFInQuk80VA6XfvUXznhOlPfoa4oyM0p9IF67HNy+rPrQPn97T37Vy1znnUWhtcyaY7Bx0gpSvNytYgKXMVLiJnLEUmQQM9/62Nm517xfdPkUFCcGc7dzHggthUfdPag6mMLith1AOiMicakNrapPZr6uxvGM9uGUdi61eZ90EniTjJusWuI6WMmqJVcdU0RfGKX3nj//ype+mPMdmz6cf/yX/Ce5MbWiUFNjPsKGqLOZ32nKOkc1Zl7TJpjdHy/IRnd4+JE8n7JztGN34Th+Keg1rN6+X9x8yCEu/lVF7yeVu/NSYpSSav1tfKWdt80G7kr3YH1IsB7/e2WAZF83vM7a0encqcN473mSwqa66uL+CozgE5vh+z3ZxQKwWcjBtMFuUnO3PYkEpHATd+8T6jrxj30k+bnG7Y+DdaDc33Yh0cubyiXAgRQrGKfFZhgUVQYBUWTDwfp+wN54Vr2/lERtRsqHKVsPNPTzn5mS2S8vlgcr0J9q0z3em8KIRWryv6EeViSLUYUPQjFIJV6DNbllgERcIU1F4CxH4ILnb3l3q0fnPEvZ+/zmq3eP6L6w0yh2rBj9lpTSgXQo7HTWaLEmdiX62Xc24ytlNewq2tU7arE97s7TOaVQCBEIrd1pid+pQPTreMiiVPXA+Nb06RQcLoS+7erdefQKugfmb/EYeTJg8HHR0O4UmTRChq5RUv7B1xb9DldFw/6/nxsuORzglFo76gVg447jfX7A/Xzi8Jrfqc6+VH/LOf+r996l4aAAeYnFltKaemwPcdQGMNhi0IEWfX2hpwyX63ZbsvQ85AwPlI1bLtYlIKUlWzNbDi6PUr57si/04KkpzPnK2PuxZFxqSn9j/ndaVl3JwFZhm49B2Hucw5DHAZNfc9+9yqLkGq8uXWmwEidbbORIEBNqnxtXLKUFm5LpDIORxId2nN0AulcntI3kPX2VUslMjaZ8fRMIyWgU3nhZH05PgIh2nNEIuCJMk8aFlSDfMqnPrcS17hjLFw8yRoT2aWJPvcAUaawXbmr1RIpQ2htd1MnvnJDhqhVaRsfyWCxHeZfi1x0mBE5DCgzIrIbFeUtlvJzUfrSEOhHRjYuiB1XqAcZwO2X925b7+LNacBJA6w8knVK4Wye4AGHomx98kdfrYfjMF4zimHMnuFymx9Ui9w7pq0gNWUkUoKnXHP+kGYKZs5sEj7HZHOudRuxzhEsCA/dblO9ndqy2Pmk2sL92n6ZNL9fodYbIhp4aRCIaa9s6I/aaZG+R8lSam43h3gyYT3LgQ55DaJgh/zwt4Ri7Cwptf/JM55/Z0M5Ph+zM2tPlIkvHO8QxjpDaPoRzy/c4QnFN96fI1lLp7PprM198eZaq0UZ7c5Zh4UuXuyReT25e/XFHfJFVo6XyxE1MsraqUVnkxYRT6LoMhwViWIPJLk4vmSsh7ppznrpP5b39sqbbMjEnwZ40mFJ/SnFAkSBUsolZZ4zRFJWdvhxMYOx34mS4gKhial9570js5h+NeHTSnjSj8qMl8WGYgaQmgbtEpBO9voNmYkRoIyXZZY2lhr9qBz+IxLTUE3red50vivPzf7dBj5PO63qZVX7LbGLCtFjkcNPbfEhrznAlsA7eEsjiXv97aZN4u8vPuYd093ODHaN0ejJmHscWf7hHv9LYazqmFfxKYCL2if3vOV0C6vv3u0z2f2HxMbRwh5O5kNZSrBfKkvO57ZOWEV+Uxm5fPrv0RSSjCZVSgVIpqNOcNRzQFP+cNWKcV4VmGgKpcu//sf6Cjl9P/mjdAuntyNtJ036yAnJ3HJS1/ydWYRzF1JSwZSzOA5t882svqZ5C4OuS6VIqe2Zhkc5Xx3aUsZv/XzwgVAlrG3jJGtG3K34mIDwLHqadmNuPlMVbtIGSk3j1xFWspU9JyyVcZ0rQGcXGwdo0Zlb6HTpihSY/qUxvQ2XWXfccY4STJQdgYUOWBlHSC5QCilywI7lZ+HthyjCyAihbIHkgMkUnsMS4M7FhZEmcmQO+uNQwFh60IDD0QmtYAM0Chp+tkCfQtIzNgJYfhjM/9yfZYOgqHFSiBR2gbKjpex5dGAay04rh0fkTVBCH0JsA4KrJMMYee3M5+VQ4ql3Upf3HWVghC3n91/iXOepp7ZrPdAlQ69O+Z2vYlEoDzTn7a99h077EJkcYMMSFdKaecLtqnSMA0pANJlKumAFNtpZBcIZ/ci57vK+ikFsxYxKmdvsMjedXv9afrY03xVQpQ5t4+lVHSaM+ZBkcWqePFYuLyA+xukD4SE3daYdmXOG4f7BjhtYmSc8oQOTvrszjFxIni3t0v0VCBnvWCdq1CIuL2tPau9f7qjgZPQ8XFe2n3MdFXmjd7OWuDEDQzd+tm+1ge+F7PdmlAtBhyPmsyWpUyKc0ny5UIvzKTyEYFmrj69x0qhtNSmsqRWChAoZqsSvUmDZeDngM36EOfuUw2IEUIHHi56IdVCSLWwolZYUfMDSn5I2YvwRKI9rZm9LEq0V7UYKx0ShDPJvAStzhSvqgGQQNtbekJ7aUtiSIQkVB6r2GcZFZhFReZhkVlYYhEVWUU+Ueyl3tnyt8Jm31Sa0V0FPqvAZzSrIoS2Ta0bECGFYhEWmS5KzFdF7VJ8U/9+0vtVbgBAJYLposwyKLDdmnBrp8fhqJVJd86jaePc052RJILDUYtlVOCFnUNKxhlBkkj6kzpR7HGze4onY04ndad4le/fC5NIwc5sUeaN431e2n1MlHjGy9uG9rrdoASjWZUHhQ7P7pzw3WjfuJ1+yj3BmdwqgcG4xt7WiFWlwHzuxtdxDjGlVdgOB+1LV/P9D3Ss2phNrmpQylWRMgyp5wGZcQw5xswye25SpCDmTErHSZADRua3nJqRYerOSHMgVQ2ydjvKGjFbqY5l9lwaLCNoyRQ2H/rW2TC+qRQBh7Fzd1fWgMv6jbZ9dU3iYxlMGaszACjnWU2h+92p27XLkNZmJqVD5YBSHrgYhk1i7GM4CxRsHlue7SQ7jras2FbqlOuIolzwo5TjkW19fqU0Wn0nk8+WaSVYawxpCl5sMhIpYZlgQ7uVPtp2A1mw1DgBT6abmoizwKZWSqERBRBl8XL076RexVKQavsqibXXPNsXMRowuQDImSNZfjPXrYqhENoltQXsxuZHCQWezEmssr4jHU/3LEmlGzJfr+Xbc2O/Dm44+6mkKdvGEDKVCKGy9WrWobBr0ARzVeYSQ0S2LBM8VagUvFiadX8I45s7328pyWbPSf/vAPjU1b0iU0VD9/GZc0eYAUg7KJt0WTkq30efpk8kKbU2L/NPqdeWeFJxOq0+WSXmQgZPz9lmdcHV9pC3j/cuZkqcdeB5Cbe2exT9iO8eXtGels5TU7lwrqh0+RaL2rh6HhR50O+QGJDTqi54ceeQw0mT+4NuJjXKlbuh7g1zXAhFpRyw3xqxCIrcO9ki2sQcXyKp4trt41PwkmfHRUt2S4WQZnVBrRSglGC6LPF40CIIfeP9jFzb3O0vBTVSUfJDGsUVrdKcTmlOo7ik5OlNJ0w8FlGBeVRiHFSYz1os4gJB7BHGPrGSqdc0a6tjyZVLxfbklN+930WVM712afpWg6WEohdT9CLKfkjFD6n6Ae36iIoXUPQ0QFzFPpOwzGhVYbSqMF5VWEU+agFJQeb4pvQeMhEsVgUWqwK9SZ2Cr0FPtz5jtzVhvioyXlRYrAqptzib5Cq+2DX4pj3xSSk9c5QOiO3anymIYo+jfotpdcVea8ysVOJkfIEL+HPXjB0HxXBW5fX4Ki/tPqbsR7x3uk0ceYznFd5Ldri93cOTiuNRw7G1Wmc6LkpZXeNZhbd6ezy/c0QQe4xmVXPEbFpg+nel4GTUoFoIeGbnhDcP9zPX25clYY2eKJIMxjXazTlB4Oclrw7ZwFNJuL//gQ76wJdlHQ1cWdUNZ+z8SkIU2NstwyAqvZHIEkQrPVmVA35kQRsIRuHZTdArJiSxcakImb0O4BcTfSNG/ryQKAqlmGXsp+Uk5k8pFcJDG+dbKY1h5P1iTIzUbYNMiiOh5EesYi9n8GxvkQp+TBD7OaYQMCJtlQZwciVAvp+gQrMpOvY0AAURm4NJpODBMreeUPoWzR7sVu1I6gCbxNmYpBIAYQ5GI/HQ46iflQoR4crTl9EO6JJK659HoUy9p6XjhQIfVLCBuTAxcDTjIYzakHmpAESWaRSOFAi9ekLzrjI2LAKERQqGthR8KhCW4ASseZywkh1UtmFZlSObz4Nkk+qbYcbTjdhKhIQAT5dh9ysB2j7D5NN0qJy6gwjBBqW1ddmH1jW2BucyA2eCVJphJVcaIIhUvc46VUAZUJBKZmwZwlElE/q/FMyR3kOk6mC2TWvqbLk5ZABUKtUxamdnJJ3OAZ96G1T5OnM0uIDAs2NMpjon9TxSicpUBS0os1nTIkTqPSaLsaMblI6ryH9mgXpFKo2z4+cyV6nqWoqobCGuKDYPmjLdE/IEf5o+mZQCTzcpisWIRnVBb7jGLG1inp/IzyjKpVCrvAy6TOblfN5NQ2xUqa52BrTKC779+AphuIGxOC//+ktmTyiVQp7ZOWG4qPB42NbnglR06zNe2D7i7mCLx9attDINvqh9G5hWKRO6jRnt6pzjcZPJvJwzuj9D/5Oo99YqeRrmLQUqCt9PqFcWtKpLhFDMNoEbN6tdzyKz2akWV3TLc7YrEzqlOUUZEyQe46DCcFXhwbTDNCixigpGUqM3p+yG/nLrWcV6w1KxJIlk2g67c1i/sXO3Uwy9wkh8PJlQ8iJqxRWN4pJ2ac6Nep+SFxImPsOgwumyzumixiwoEcaevnSz6sLmf0ppV8z90GcwraWgZ6c5ARTTVZnJvKyDuyJIShfo33/YZPdrT4CdD+48UKAQTOdlVkGB3faYmzunPB60WFx0qXAe4DHb9mxZ4luHGuy8uHvIm8f7RJHHbFni3ZMd7myfIEXCUW7NXGpR5hqnUAymNd73tnl+54jvJAc6ePG55envSQL3+12e3zvi+lafu70tknhTgy5Py2JZpFQMaTdnnA4aa/Y/2Qb4NMvwE5gR33tJCcGdLw9pHBiPSxawCPBKCZ/5I48o1s3Vq3OFUt6OeOVHHiN88ge+ENy4NeKFLxxhnRVYtTMl4bWvPODKtYkxqBYpIyeLCT/0w+9RbgV5uxsJrfaCn/iht/AKjsG3Gck7t3p84ZUHOa9PKL3ovv7KB9w+OCVxjMGV1Ldm//EXXqdTW6aMmGX6dpozfvpzb2hvIekGqD9e3j7h333ubd1MZyYJFD/xwls8u9XP5RExFETCT37+LTqNRV5ik8BWc86/95XvZO6FbVDNGG7t9fnCZ+6ngChliGPFS9ePqZTDDByh3ynKmD/2Q29qD1/KACFjr1Jtr/jaNz7Iu5c2nsFu3BjwxS/ecyRC2b+XP/+Ya9eGOW9sItYb9Q984z7VZqDbnKgUKFSaAV/9sbsUvCj1roahZ+fajJe/dILdrVzPay9/4Ygrz4xIb99tuVLxhT/ykHo7yJhNQ2u5GfKlH7uPV0gQYYRIkjT/1StjvvCVh3rHMep7Nt+zrxxzcGeU/Z4oSECS8INf/4Ct1jTtc/u8Ug34+g+/j+8Z5JeQeoHb2pnxyhcfIZ0+t2146YUj7tzspX3ntq9QiGgWV0Z9TaVjU/FCfvBzH1AthqnnPDsPWrUlX3jhAZ7InAFoL3mKZ7dOee3qYTZvrDc/FF+6+YD91iRdJ7ZM30v4kWfep1lertlbQbu+4GvP3UP6Sd6xgYCr2yNevX6Y8luuQ49X7zxmf3uc32wEeH7CF1+6T7UaZgekKa9SDXntsw+RvkpBi5XM7uxNuPNcL90vXHu8a3eG7F6ZOpItva8ICZ955YhKPcpAmHGy4pUV114Za7BuwaShp9wN6TwzS+doepZJQf1KQG3X0v40x8mn6aMl3dfSU3RbMyazCquVv+mV85Nw/pkMBT/m9vYJ/XnNMRzOzrlNdAih1dz2G2PeON5nFRQMWFjL8BQgp1wKeG7nmMG8yuOBBjlCKHabE17YPuLt3m7mVvqconDXLmt/o21crm0NqJVW3OttMZ5V0ku2j5TWea31Z2v7hl07Qiqq5RUHW0Oub59SKYacjOvcPdnieNTIbE9wlqgAIRWe8bJ2u9vjB66+x4/f/A4/ePAuV+sDpmGZf3tynV+59xL/092X+dcP7/DGyQGPhh3G8yqroKA91MXauxr2nz0invDP9q1znGTPnM+sPIGcJRCAiiVx5BEEBSaLCoejNm/39vjth7f5lQ9e4l/ce5nfOb5Jf1ljpzLhq/vv8+M3v8vXr73Dc9tHtGsz/GKE9LT0y72XVokBPZMad0+2OBy28ETC9a0+17b7NGoLvbfaC7Tf66S0pOHRaZvBtMq1rT6dxpyNbqjX8uVTNlarVYFvH14B4OW9xxQLGmYuVkXeOdmlW5tz0B4az2lugU/RAaau41GDx+MWL+4eUS4Fl7jnEkSx5L3eNu3Kgp3mxAQCz5px2fozOgSjaZWCl2x2Ob1pH3hC+kMg0dE9/e7vdFCRyG9IQBx6fOtXr5KsZO53JQTLQYFv//o+Kia7ATfpwf0W8nEj9f7kZn79317RtxNOWaA3gN/+reusFpmHD3s7O5xV+JXfeZYoWfO6JuDe4y4Pe0lmZyAyZuu337qupTa+qcPkC2KPX/rO84yXpYw0k+90WuVX3nqGKJH5iajg3dMuD0ZN3ItfYRioX3/3JsHSz9SQDFOahIJf+85NprNy5nIYzWRORmX+19dvEVspi2H8UXBy1GA4qGbSF1uugvuHLQiOcyAIFFEg+dVff4bFtJDlMWBhNSjwu//bFVRokWBW1+H9BieHdVwVN9B/f/D6FnEoHeZcmfESfPc3dwim3pojBcVq4vP6/7ZHHIrsZDDSj+FhmdmgYPonSdUTUfDBGx2iSGrAlCiUoYEg4a1vbrGcWBsllc6NYO7x5uvbJAGpOp21HxqdlgiXMlMri2NNR9Hn5F6dMPAQUZKdFgJQivff7rIYF1JPahYARiuPe+92ULGx5REqNS9aTX3692o6eJ3r5EMpBsdVosTSofvI3sQkiSAJJcK6aDZSJBUJFpMCKhTGfifzmBdHgsW8ANaVOaRlh6FHIJNMemWDoCYgIkhi4QQnNVNbWZfl0vJe2bqIRCqBdVU09cWAZlZc6Y9dt1FiGAnTFakanYDY8hVSpOpkSkIiRapOl6oZuhqNZJcVmY2PZgiFG1QWU7a5ebcgBaVSAY4QSl9miCxYsJVMFryEeilgQC1TXTVzv1jS8zK9Uf80fTJJsQYcBAJFs7bQuv9zx8D3Ir5FnPdcz41r3QEgeNjvGKb6osL02mzX5tzsnPLW8R7zZelD4oQ8yHlm54STWZ3jUVODHKnY//+z92extiXpfR/4i7X2PJ195ukOmTfnsTJrTlYVZ5EyigTaouAG2m3oQU8SrZZMtNs2IMiSW4DVbjRstwXafmr7oQUDfuhBBAQ1TVkck2SxyJoyK+fhDmc+Z589j2tFP8S89t7n3puVSVJZGcA+Z++1Yvhi+uL7R3zfFyttbjbP+eHJDpeDimuPRQV68zlbBeNwYHulQ2dQ5rxbJU2jxfl45D1MVRZ+XwiAJHEkqVVGNCsDENAdljht1636nPSTGMwZSXJxwkppwF6tzU6lTSFKuJyUORnUeau1TW9SYjqLHOg0/ChDrsiUIU2kRd2+6LnNUMy9l9koJuZE8SgZi/l3UsAwQUwk42aB8bjAWa/GO2KbOE6oFcZslHtsVTo82TwmlYKTYYODXpPzYVU5qsgAYClhNMkznuQ5i2rUymNWqwM2613awzLtfsWpUs3V6z7Bb8CHDVpYb/WqDCd5dlfblAsTji+NN7EH5amanwvlZvqN4x0e3zzhuZ0DXj/eY6zr/u7JJo9unoG45LDVzJzseERdWa5ZOwT3WquUcjOe2jzmtSN9kiuvSC9hPMnz3tkGj2+eMJzm6fTLbi5/hLZME6XCtt7sMp7kmY0inN37w69Jn3r30j/77P+RXK40P/ONoIbuj0it9tL3cGXiZt1DG7fUArfrqoGQf9mnNMKHKUMo0GN3hYUgyavFze7GWgHLxbG/PTWZ4tunyELM6Il1TRP2v/Q0DJynNvU79IQVClsyBjFJ7YmXbwNjbHesrU3q0tm7acB6i/JV1OyOvBa4fVsaBQakBTgKIElEb0Tx915ndmOT5KlrgSF+5HtT82wS3GR0bngDOx4bRwt8enLPLZoZd7y+8wChmQFCgxGhBFmZi3T9vPIEztObv9oYdaEkRd47RlzbUeNvkQxiyMxurRhPWua7qYethPnvjVvh0Z15Z8sw+fpOL/w8TN52zOsHgmCMK7ogfvMu8Z1Txl97Blkrgxb2g/hGtdMfw/q5tY/x5oWbh26O+e9Sc2eUHmNGrQy0K2tw9kxmHJoxLt0YNhX2bdbCca8elt65QEwSxk9shrZj+ruxMfNt1/xxq1y2e3ZnZj7gxfPysa1uHXBIjz7pAI0Zb9KjyZzsGYcGurzgnR3rMEtG/NYPP3Mv/XEGszZd+/X/lKgceg4qFqdsNLucXDTmXUkvEhiy65r/SkjWGz2ur17wxtGOdmhwlZCgQE6lNOa5nQM+aK1z2mnMG5G76AtlDuVeWtB9sYYQCuQ87oMcqUDOfrPFfuOS14936Q7LZqguLSuaplpzQgTl+qpqR5faENwI6FcFr+3ENEXmooX1yaYpHk+48U/v0P5yg5Nf3gzaLo5TVipDVioDJrMcl4MKg3EhOKUKlEMitRmxWupzrd5ip9whRXA8aHDUX6E1qih7FpM+nQcRpn2CevnPsmuS/33J2IlHKZu/cc7JL607VbAHBUnL3mn+l9UjEuaPVtHL52Y0ikN2q212Kh0K8YyzUY27vVXO+nUmpj0WLP1CQCk/pVkdUCmO6Y1KymPdNDenvvjA7qV/lCCUOcBWs0MpP+Ww1WQ0yS0e4wvb0VRM8esoTq3b9deO99ScRrl+v7V5SmdUsqelEqh/t0c0kbS/WF9WwHx5wnhZPGKaxrxzsmXNEq5KJyLYXb1kq9bl9cNdJhOzEHtVWRYWjFEhJCv1AYX8jLPzutqk8SZPOhxx92//w8/cSwfhKpAD2G1rP5i42e/mt0mqhTLhCVbmmS+kgXAgxAiKQmcgpPfOlWcFO08IDMqXHgDynjug5NHpp5Wu7r5nLJmL7PdQqMJTIUILzCofkTihye6IS3X5pitDEnfHpNWi2qE2ql6BAwPPoYABTqm0gqBlzJ4hv/1uKyktMBHZuOY94XcFWExXCE/wwwvS1ssAU9ACpclLuPLmgi9QenkZwGNcBs9tlwms4wgLkISyNXP3sUg3zoydh03s0SrcI6FpdaTqPklN/sb9sM7XePuyRiYmXz12zclFJDBqA75urQG1EmVLZdUzzUmUcHPF9KdR17Z2WCnWW5kFKWbcmzFgxhQunrHfMTY6libPOYI/b6ynM/Pbj+/PKyHsZoEQ7p1EzxNDgxDW0YA5pXHGOjh30nYOq0ZQeQsLvKUQ+lQHb3w4oU8YF9L+2NE7+BKs/Y9xrS2NPZWflznd0Q42HnYn7rPwsMGt7FGU0qwP6PTLzh7G789lfGXRQw1Ybq6d8+7ZJqOs1zZbbDjpCvkZT20dc9xrcNatLwc5hrZlwQid2ibntFfjpONAzo3VC3ZqbX5wtEd/VApY47KQLriANBcn7Ky2ycUpt8/WmSy7Z8h/lgUCQO5iymw9b9e/B62jySifT2hWB9RKY0aTPAetplL3y0YXQKTUoldKQ643LtirtEklHA6a/NHxo7RHFWXH693xo6fkfNU8wdAWIoMvi+stMvGz+Syt64JwVdosLVmGbeQQibI5BCZJnrNJnrNenddiSa0wYq92yTOrhxQ37nAyrHO7u8bFoKZtiYWrRgrDcZ7RZIVcTvXJtfUWw0mei17VqWA64ubb5qOEgOeG+SVJxFFrhWZtwLWNC07a2m5smYpmELwxIFRe759vkK6d8/zOPV472mMwLjKZqotFH988QazCQauZOQF7kLIczbNZzNun2zy/e4/91RZ3L9ZI7Ybf4rxkCsftBtXChJvr57x7suXsdR6mXY0sI9UFyVtrHSrVCb1+MRPpwTP98QA6VgDzpX4tJVkgI6xQp957z/TvrOtnc5pjQROoO3D8SD5o0fr4wTuTjxkM9jRHv9SnP6lv9Byk09+9HW0rrHlxAnU4PIFPEgAe40lK4IMD99+AOVJJDqkumJLeOwNc9P9IC+JCQlorOTsc6eLZSw2lR4cW7qxraS+eOxFyAn5weoNKE57omPykBQN478z9I8bpHnj5R1jXv3bc2MbTcWfmuyc4GF4ujYcxvz2Fo0lKZbiOeQ7mAktXH1cHBTj839i0QqZWAHc6UtI52jJuzQ24BeveWI0X4fLXi5I0jiFSlFCe4hIL0y/6dyI9NU/pxkYinbtirwxncyKdBzNNtkglkW0Wby5aVSv9ifUdN1p90xr+m+p74xu8uZCCzHnt563HbvHFlSuY2yww7W82N2x8PQcxwAahaLVqjl77C90HqWtn2ybecFJDQ9dRSnvKakF65L3TiUSmbhbM+o8NSPXnijnde4j18bPwsMExcyEkjdoQKaFvVNYWCZAL5Ff73AvKLuec426Ddr/sbXxk45uBoU4jbm2eMpgWuNta9VRgPkK1gEJhyq3NU876GuSkAhFLrq9esF3r8IPjfeXu+SMK2sXClP21S4bTPIdnzeUerpak98N0uzj/8AHGfj4/Y7U6oF4e0RsVuXexynQaLwQ4IpKUChP265fcrJ9TjGcc9Vf41vFNLkcV5WHKU90Lmt5fi7NjwPfQYr/L5fQvGlNLg5j7NSff+DSKBe+kXBDZZOTGmBRyrl5pKujMKnSGZd6+2KZeHLFfb/Hy5h0AbnfXuNNdoz8ukiZR0EzTWcxZu06rV6VZHaixMslz3q0pQLyo3h6vfaixv6jeflVSQaur7kLaXW1TyM20vZzXBtnysvnouEkS8cHFBqkUPLdzwGvHewxGCuy8e7rJY1unJFJw1Fr5yPxbApNJjjdPtnlu55DhpKA2Piwdi0OSRHx4vsYzu4dsr3Q4Mvfy3K89s2PHLJNpRKtbZb3ZYzzJqVNu4GEr9uMBdGK9oPiCpgCZpjBLoZhXj7MnNkILD0ZA9BYHqzJj4ur8HfjRRRnVNcODzY68pz5s3qW2D53KjvTT6qKsYxIteNkTWU8Qc3ThBG7c72CTxQMYgBqYHhAKBEdc3BIzRknebdBIghMfXzj33Uv7u91ISTT18rbgxDFAA3oi75RJeMAlEFR1HkZOtB7KMEI8+CcyTh1N05s6d80ORLl6qPxT125GnteCubkfyffOZuxp1DAxQNgTPYz6kfccITB3tgR2jGYdE86exdGlIxpPXLZjDHiQi4WKRAZ4X52WmIqhwJ9xB+61tZBqnAoNbpT6gNfGibNPEVKVo+aiajBLhlWXUvQ6FTtsP8rYqAl6dBs50bufx7WvaRPc4Yk+ibFD34KK8L3vPt2AiCwYkqBOlzw36TJ2cQNvhn6bR978MK/0CQve3Ue2D1JtQ+UDfgtaTD4eLE51H1jipeN3wgjVWIKkwI0bu8j7jPKz8MkF1775/Ixqecxpq0GaCqJBQjRMmK0VliVxIbPmiwj2Vy9JUqEuAMyo7CwKkZBcW21RjGe8drR3NWi4KujJUMjNuL7ZpTWoOJscH+TonWjLj5ZVZlERSCrlCTvNNq1+hVav+tEcDlw1zJeS4SLXyyPqGxf0R0XunK8tBjiRstdZKQ94dOWMnUqb7rTEW61tTvoNp4blZR2Q4/Fqu2LMWRvIMFGGvwsMb15Wp/sEL53MfrmPgB88t4usyLzIxJVYJufKEyRpzOWsyuWgwlvnO6yV+zzSOOenr73JxajKe+1NTgc1BRi16pYEZknEeafGZb/CSmXI/lqL4aRAlMveypyhIfv9Rw1S0B8WuT1bZ3+tRTE34+hyRV3amx2LV/WVVHaoty/WkQie23ZgZzzJK7CzeUqaRgytZ4D7DQDz3i1wUkB/VOKds02e3DxhNM3TG5aWNIerwHSa4/2zDZ7cOqE3Kmovj4vQH3rD7uqBOZnkGIwKNOsDzua8sD1Y+Ijc7MHDP/kn/wQhBH/v7/09+2w0GvGrv/qrrK+vU6vV+JVf+RWOj4+DdLdv3+ab3/wmlUqFra0t/sP/8D9kNpvx0EGfuFQ2ZuRKRhDUz6VEyITq1gSRV+59bZpIEBUl9fUxeBstyh5AUKwllBpTi3GM3Y0AqitjCqXZvBvbGBqrY4T2rGYvCBWQy6esrQytu1wjAMkYSoUZtepEGzObOqksG7URxeIsHEdSuXTeqPfJRSkWgKHWoXyUsFoeYu4yMYNaCigXptSL49AJgFQgo1EcU46n9vRlOFMG91EqWa0MyZFaD11iJolmkrxIaZZHRIn6bXeaUnUDdrU88U6BpD0xKhRmysha02wEZYGktjIiilJ7QmBsFeIopVEdEmmvZAbEICFfTChXpqp8fbog0hSRSorVGflCgvGORiqVvQ2SSn1CFCWeswRFYxRJqo2JG2Zm6KSSOJ+Sr3pM1JwMpVAozcjlksBTm6E1rqZKNSmVCkxJ7cEsksTlFFJtgO+tWlGUEhVTDSj0R7dHlJdEsY5vbTMUc8nlUwv4BB4tSOK88zxnvdpJ5a0tF6ceuPTeRcqlqO+JLQChniqiuStHALko1eBXEqXSemaLpCQvEgVuwfPYpt7FuLHr7MQgJxJiqdyWWy9uqRn36RxYM0gyjjXi8UAIQulEx5F6F9gICdX25KTyeGhUU/W7OJ8G8S1YjSDOuaVCgVYNGCMglsEmhg0xmIuAFWBSfM0/4bXDTWB5hLRz3zAA8xHOfbl/si1dWqQDR5+28Be+LtmgHAY06wPlInfinJHEg4wg9gBdIYRktdZntTLg/bMNdxeNLmtR+ULAer3HTr3D26db2vjYAIeH6X9padhfvaQzKqkdXc8mZ7vWseo20rN9y+Yx98guzZKV2oC91UuO2w1a3Y8IcpYUdXVkdeJfLE6IhGSaxNw5X+X4ssHEAzlCoGxvCjP2my2+cf0tvrr7HtM05nfvPcHv3XmCO5drjCd57QTFLRHSFeXoC2TUBxRYvTyWdqMPgLNAKfvDjxfE9cvKIKLgI1hc2ALybTCMUH30MolMBdNpjuNugz8+eJTfuv0MZ6MaL27c5WdvvMFj6ycUi1NEJAO2NksizrtVbp+tM0sjKtqrWBT7hpVe0fch9aMFwWSa4/bZOgjJtfUL8rlZNoor27a3z+jV/zQV3LlY46RX57ntA8rFCQjlpe290w02613Waz30Ij9fx4WFet/1uLzoVbnXbvLk1jGFwuzqfPR46w7LHHRWeGTjnHze7HKHxSjtgjDtwiyloNsrK/fq5cniSPcJnyjQ+da3vsV//9//97z44ovB8//gP/gP+Of//J/zP//P/zO//du/zcHBAX/tr/01+z5JEr75zW8ymUz4gz/4A/7H//F/5H/4H/4H/sE/+AcPT4S2Ldh7rKPcBAO2tQs5okaRx587J1dMUUbm+lJOISjXpzz93KkSQLQSvhlzu9tdrt+6dMKHyVbAE0+fsrXRxwg+Vq0lL3nu+UMKlZmNb9TSGo0RX3vxfaJC6l0Iqj6PXTvj+UePrIDiOyd46fF7ysWtL9QIKMQJ33zqbRql8Zza2natx88/9a4WgnUzzdT7WxstvvbIHasWZC/2jCTfePIDbqy2LQgyPC7KSX7u5bdZq/Ztsxvw0mwM+fkvvGOFxWimBVYJe3uXPPfMoQUYIpGI8QwxS3nk+gXl0tTZ7iTKtXBezHjh5QNKpal1cWwE7mJlylMvnymBO9FgRZ/ubO312X26bQV9375l77k2m9t9DTD07BZKeH/yy2cUasrVstDgAykp1aY88/Vj4ki7YTYNmUoaeyOuv3ipHpk8Ndd49IUWqzcH6lmiG0mCiCUv/uQB1epY5WO4OlCszXjhJ48QeX9gq3y3rvV4+kunCgRJnGpgKnn05Rb7j3Uc0EHVPY5TvvRTd6iujh0Y0e1Sqk746s986JivdLRsXOvz7JePMSdQ1qg+lTz34hGPP36GNar3HDrk8ym1yiR0XJFCOTfh3/qpN6mUp/akL5qpsbG+1udnfuIdZM5zVKHH3bOPHPPlp+8gZh6Ykcq99C9/7k1ubrUCpxgiVao8v/LyazTLw0BtE2C31uPffuGHxCLcFAB4bu+Yv/LU21gdOm+u/8Kz7/Lk7pm928psTOSLCb/0lddpNEYOMOg4K/URv/wTr5MrJOrAxruc/pGbZ3z5c3dCAKNPkp97/ohrj1xauo0NnsjDyz91h8bqyJ4ym/yK1YSXvnFEbLRyLDgSNPeG3PrihQd8sODn2nNd9m71QgD0KQp/KdYlAH28WCmPiIRUXis1k06qOcbXykHUOUEg2zVCUixMubl2we0LJUjPC45+UHyuWh5za/2Md882GYyKy4W7K4U+lVccSerlEef9mr0nRwjJbvOS/folr+udZ2kFHH9xykhChveYzQIhWWv0WK/3uXu+Sm9Q/Ei7uzbMtd/yugkBxcmEvWaLzUYPhPL4pe5ucdNHRJJCYcqja2f87I03eHbtkDu9Vf7V7af53tE1OoOKUrFK/bttMp8lBLlfiwaCaaRFzxeUYRCV8OJKL9niZrh/sHF8xrKAnoCoJTQvytstperUJhEMRkXePN3hX91+mtfO97hea/FzN3/Is1sHVEpj5aZauJyTJOKsU6czKBNFKftrLdbqfbXZtQzwfMwhmUUcXqwynBS4vnFBsTB15fn9sKw5tPCVpupk56xf49ntA5WPgNGkwAdnG1SLY3K51GPjD4ncpAIa9y6bDCYFHl0/9dppUf/pZNpeZ5ZE7K+2FtiWomTnnI98FpePVH122avQqA2Icxo4PUTnfGJe13q9Hp///Of59V//df7xP/7HvPTSS/xX/9V/RbvdZnNzk3/2z/4Zf/2v/3UA3njjDZ555hleffVVvvrVr/Iv/sW/4Jd+6Zc4ODhge3sbgP/uv/vv+I/+o/+I09NTCoX7e8iwXtde+D+Ri4puwEicypm1g9EgRgsK1qA7Uoa7ypDZeHsx8VCcLTUCjnovACKlZmO9S0Weh6o8dicrzTm7HYHagZ9q7Ck94SmKJUQwM+8ElN44QRZiJs8ol6GpNiT2wX8hnjFNYnfRpH4nYkmBhPEsl3EGADlSIiGZTd2FoQbUFEVCOlHMxex8R9o1dDGXMJ3ECiNogITUl5PmE2Z95aIw8jYp4yhFCEkyjrCe10YTKOTJjQaIb71NurOOfHQf66gAFFHGnsiqRmmmHQEatGEutJT6OVLfVC+tYI8EqT3RyVT1l3VOkEoooG5Hs+pMbrqIPEiDnWNhVdxEpPpLTvUYMTYPUiqwIlWeUqbIo1PEziZEEflCwmwaE9rmSEQsyOlLUkGoOmtHF1Gs8kzGUUifEOSKSlUtMZfaCpCRautCecZkHDu1CaH/xJJ8JWXa9+gQanzHOUlUkMz6UcbWTFCsz0hTwWQYe4K6QLx3j+j4nPQLT5BWKoEqp4iguTak1SkjExHMk3whoboy4bxT0TxNYLyhl+sToljSGZTsXDT/11YG9JICg0nOSR+oMb/Z7HE6qJLMItI8VrOrkJ+xWhly1K/ZuyZM1Rv5MflcwvmgYoceGpRtN3oMJnlm3+shJgmjp7cA5Wxhu97jolOxl9eqcaXugVqtDTlrmZ1oqcE/lMsTyrkZrcuy5yBE9edqfch0EjPo5RVp5qQNWN0Y0D8vKFfi9vRQAdqV9RGXJ2XLc8zpZ7E0pVBN6J0U7Xwwc6yyOoUZDDo5ZtMR/+q1/+unxuvaX/S6BL7XtX9IoZ5na73DxWWN0TgLTDIhKwQFQRLHkse3T5gkMR+ertvLIhcHxRvz+YTnd+9xPqhx53xV84OsMHqVQOGE5SiS7K+1WP1Whw+6G3Q/VwMh2Wl0uLl6zmvHe0r1RXIFXZmidYjilK2VLqXClHsXTaer75P3sJJMNt1CktRFn2v1HrXOgFaxzuh2jmv/9T3aX2lw+ssbmN3yYn7G9ZULHl85YZzkePtym6New9neSI/EOUCTqcgCTBqC3YeQwH1bvwcM8Thl85+fc/pL6ySlK/bDs2QbW1u9Hs5dtnpVRkvrp9d4LWuRiWJbT/+Ocwmr5QFPrR6xVuzzYW+ddy839SmiA36b//yMlT/ucPxrOzQeH5OLE866dWU3lnoF+PX8UaXlTB5CqNPc9VqPg1aTwaiwuNwr81SaG4+un6rLfY/3mEzUrujKDzpcL1/w4fM7dO3cW0TUsqAJEJJiYcbzu/c47ja411r1gLo/fr3JJCSlwpRndg/58GJdnb56NmhXtct8HVVbrTV7pFJw2a6SDEbc/dv/6IHWpk/sROdXf/VX+eY3v8nP//zPB8+//e1vM51Og+dPP/00N27c4NVXXwXg1Vdf5YUXXrCLCcAv/uIv0ul0eO211xaWNx6P6XQ6wQcgMMrTs0GBAQeXpQ9yrDto/R8HcEJjd5wAbdLpdSXVu6YqH8JxazbKzc6r/kgh1L024E5zNNCZIZjpGe4DGQQkaYRxdxzwCAmTJBcKzTqkqVAgxwhtYHfbkzRiNo0zXtbUacp0Gqn7Vcx9OMaWRwom4xj8HfZUEs1SmEqmo1jnocnTpwDpVJBMovBUoaAEuXQWeRPJM4CXUtlFGON2k5/UtEzdzoE9KZLqdMcHOf5mhJihbS0khhPYPMeunEC/IJEK5PhqYWmqTn1mGuSYNF5aOTVjwFv1NK2zcaQFUhmklTPJbBhZQVWYgZCmpBNJMszQpoXW2UiQjOdpJJVM+qq/rH1QirqDZzhj2omwF6d6NjbpCGZdYQVp1xYp407MZBA7gdmc3JjiExHkKRIJM2idlmGMq5seP9NxTOuiok95zHhSdA67BXqdoj3lEzNpx+LFZYXRwL/rSdGZpoLji7oFfWLmxu9kkuOoW7d8wM49AZ1JkfOhBjmp12UxHHdqdCaeEbOeaimCo05d3XchsN4UJep+q5OLmlW3MTwljWEwKnDRVrv4vtMDIeGyXWYwyNt8NOdHSmidVJjMcpYHGF6WJBGtYwdyfF44HuXpnRXxMgRd/8FFjkE379J8isKf97oEy9cm4z51NM4znmjBPYszHiioHeuNRpdSbspdc1+ODOMEH6GAySNrZ0ySHPdaTWR2sbIE3T8IIdle6VArjjlor+h1SrJR6/HI6jlvnOx4IOeBqmTbIo5Tdtfa5HMJd89Wndttj38+rAAqUuk5kCFTTb0GRJJGdcSNjXMiIbkTbXI5qoYXmkaSfGHGrfVTfvbGG1yvXfDd0+v8zp0nuXu5ymySs6c30mTtqPAKDoSUTHdl43nCYmYtC+vg/fdAwdKPIDzE1S/m4vhU+O0mQOYEMi9gJtVVFQ8cFtTPVkwQjVPizoy5+vs11stcMo0569Z59d5j/N7h41RzY37m2ps8t3WPcmkc3osGjKdq/J/3amw2uuytXVLIZ4xSF02Dh56ni2gWtLpVTjoN9tda1CpjljgQd+mzr6Wy2fngfIPBpMjTm0fk80rQTJKI7rjEzfVzysWJ6zNL+31RlC1jMsnx9uk211ZarFQH9z8lkoLxJM+d1ho3186V2tvSuPchQ6q2ancrlItTndeDh0/EGcH/9D/9T/zpn/4p3/rWt+beHR0dUSgUaDabwfPt7W2Ojo5sHH8xMe/Nu0XhP//P/3P+0T/6R/MvLODQM1RKGE+hVFTfjReqYHhJJUR4aiCKceN2kD0OoPiQ8eal43vumuyhmfW8puMbwUrIOVfQIILdC+mpzlh1OHACLgT2PQLcKYTAntzIHIG6D9KBHHvXB94zzHMZ2DxYIU0a0GNUlnR6I2gitQqcAyvGDa41sDb5GE9rGpgY8GKAEQgFJEwXGVuVDJiwPWnc7fo2JSae19WmXQ3dTn1NuHz9HSezYvmT03N6QJo6N8ymGGHay9AKIk2Vt7M0RVmpq0i23YIMZLgA6XaXZkz79NpIqTcY9FPTHvqH7W/TOrF3OZjWLxFSBO6jJVLVL9JlSqw7aucswesj07dmt09i1b3sVouZi0LPvRjntELn5y9/UYJW8XTzWmhQITxHEgKspzi7mRRpfw3eMyTKuYAZ12TemT4z//UpTTTVRQlUu2S1H4JukMG88ceSvavHtJtn32QdDZi4lh4Z6jmbtvaBuaU3VSdm/hiwYNUR7MbwojH1b3b4i1iXYPnaVMhNKcQJpxcNSCCapeTOJkx3jPqYz5QIWUJmjBlvXu+ebTKbxN4YlOHE8YSTzVqXZnHIDw731YW+MpvxfYKX11q1z3q5x7snmxQnI0RRslIa8vjqCW+dbNPuVYL580DlSAVydlbbyERwcLlCmkR2HrnFWY/V7B14Aa3epPaYnpAL2lYo5xBbK11yUcpxq8FwUtDTxM3LOEq51mjxzNoBSRrx3ZNrHPcazi5KM5BgBvl9IB0dwftFkqyJd9XGQ5bv+A+k1wZ2IRML4ni0eRt/9l0Gu4jsL5NdTmgnKg8xnuYq4Z7JfESSj8L8DD0iS4cKaRrRmlb5o/4tmpU+T68e8bP7b/B2e4sP2hsIYfixhAR6/SLDUZ7V6oDraxec96p0BmWnZrmoW4LTjAesn212N7+73RLJTLDbbHMi63QH5WDdWZRN0A4SUhnx7skmT20d8cTaCW+ebKtNsn6ZUQceWT3j3dOt0AX7w2xkCej2i3x4scZjq6f8YLTHZGo2xLJEuTF70amyWhpwfeWC9043l9jm+Ul9gSUcn8k0otstsVIdML7Mz6ddEj52oHPnzh3+7t/9u/zmb/4mpVLp485+afhP/pP/hF/7tV+zvzudDtevXye9c0AqCiGzTxLIux006U98D+0Ke6qDRcIWEesXgRtoMmPYCHQmrsCqt9k4IvxuQnCyL5ygZ+LG7TEIQfmtM02HizcXfME4ct+z4zL7zAlUSlAilZBzKm1B8L1reXkGeZmxv2hx8Xm+lJCkiCSB80sYjr143hnVkskiPVWx8EU2icfAg8YPYy0StoMsnKwdjrNMxOC9LkeOJ6QHR06gFJ7utu1w/4FOahdpNzCyYCCsxIKB4QHw+QrPp5cZwdc6uDCkCs81tHnRH0KSIN69h/DvqDDqbQvK9S/nzZY1P09c3GBOLZg/2bpl48w13iIBUWaeSYi7E0BSfL8VvDeAzwJ8P61XhgM+PqBxeQTlmmT+CZ4hb9G80r/9m5UAC75sZF0f/xRVRZvyaQh/UesSLF+bdv7ZKbl8ge3JCECdUA4SkvoCtaz7hFJhwig3oz68pCbb940vhGSlPKSdxKyNzx68oCV5NcojRrOYtek5+fMpxFB5I6EjBOVhlz3Z+0h553IJlcKE7rDEjhwtlM/FTDlpSYsL7h6aI/ZBSpWUC1PyuYTeqEgzndC0iyhEo5RolNL4QY+N/8eAizTHybCOSEZsy9GDFvLxhfuOE59JwBx/WxBEAsV7I3KdJLiA/IFouV/mf95BM9HbUZVOUbBdPCUdTEg/kESjlM3/9xmpUc8zfDA/Yy/XpT4qkaYPoPh0vz5Y1OYL0qT5Kbu5AY3RR7U/k3RzsFbusT+UcJ4iEpi9nkOURuxPDxlPMxd5PmSIopRZZcr++IjxbMnlp5kwzc2oF8fsD2cP1p5XBCEkpeKUaJBy+wHTfOxA59vf/jYnJyd8/vOft8+SJOF3fud3+Kf/9J/yL//lv2QymXB5eRnsnh0fH7OzswPAzs4Of/zHfxzka7zfmDjZUCwWKRYX+MK/7JKx4p4L9+umv0RTdj4c/kUT8MkGMRjDYHz/iJ9gWILdlsZ56PwnH02YvN9GzycdluCUxaHVuW/6f+PD4UcT5v5SB/npADp/UesSLF+bSt8ekhMJHxfskkCdBx+DKRCT0OCjeTLKlp1nRh7Hq+V7D0/TsvBx5PFRQo0rVGQOEi4OVL9WGfw5UfTnGwpnny6eNgNOKZPzxnzt9cV9J4Ea/YXvPulQ/xE3mEYIKv6Y/FDN9yIJC6Tkhw4ToMjoofKa8fG2Z10+ON/62G10fu7nfo7vf//7fOc737GfL37xi/y7/+6/a7/n83l+67d+y6Z58803uX37Nq+88goAr7zyCt///vc5OTmxcX7zN3+TRqPBs88++3GT/Fn4LHwWPgufhU9x+Gxd+ix8Fj4Ln4Ufz/Cxn+jU63Wef/754Fm1WmV9fd0+/5t/82/ya7/2a6ytrdFoNPg7f+fv8Morr/DVr34VgF/4hV/g2Wef5d/79/49/ov/4r/g6OiIv//3/z6/+qu/uvjU5qpgLewevi4PvDsusl8eQucgSP8QYZna0ccVPvLRwDJ9suUpFtZAq/IolaKPWMcFag5/6cK/qXYQD0qyUbHKXAr2QF2ydDp9hPb6EZv4Sm2Pj2MufqQxGqqdPfQce5DwUe8o+UsW/tKtS0Ca1545P2JQrFEqxwMPGCIhkfJKc+ePXLZ5JhP1TH6EbdSlqrd4L/yx/iPO6/uWB8rtPILE8xglZlLZKz6MWtefQzB9EIvUNlMio4fvc4nzcvaAbWzUlWPtuRUgkYJURn8pWYhIUBcy54RVt45FSoq4ck59XHPoQUP0kHPcD+rGBAkxC+fqR803S9/DtMfHVXbgFOQ+4RNxRnC/8F/+l/8lURTxK7/yK4zHY37xF3+RX//1X7fv4zjmN37jN/hbf+tv8corr1CtVvkbf+Nv8J/9Z//ZQ5clHr2GiItaT194thDY705/X432wPNa1ibA98xmGHnkpzF5QRoLe2ZmvDmB555agszhblHXcXwnKzaul4cACh+0kfmIyX7dvcdbA0w1jSGdwBoS+i5ygzj6e+BwIGNfYC6ItPYDqbMXME4JfEJsPsbRAOC8qOm4GYNFkUiYTOCDQ1ipwdZaRn9MgQNhPIktCgYoWTscoeshwzh2pfN+ZLye2bbzx0k2jnlu8s0aBInMe23oKdsdRKMO8QKpQHpfPBse176egJ01AIpgrj6+Qw5jkGE3Aby0eq4IKd2FkZFwzh2sEU4YP2gHMxBPLpDdHjy6BwVnKyczc83aj4n5d0i9GOl+TGNXrsnL3GGjQJWaeyZPO/dMfHMBsJlrEnt3laVFqGeBS1NfKjJNIaF4pwtpyviRFddnZn6Y74k3F0weeHMo1UNEe+TzvRoK69qcwBhXeTGU4TzTfZ11ve57u/Jt5Iy7aTsezHs9RkUyhvf4sQh/nusSwL2/sUf8EQASAEIqd8u5Kfcu1pQ+/zJJQw/EYmHKY+tnvH+xznBsXGHfB8gGoEKPj0iys9JBSsFxu6HYSCS5vtoiFimnr5ZJ4pjhrfLVeWeCcgDQodWrMhgXFtP2cQEdISkXJ2zUe1z0qvTHxbk841zK9cYFt+pnvN7a5aTXQEpB7mLG1v/rlP7TVS5fabg0MvjiF7a4Etk6zNUpk08mGyHUZbOF3Ix6ccR6sc96qU8tNyJC0p6UORo1aE1qDCYFklRk3PuKYPkK8p5IVv6gQ/snGsqL2oJ2Fh4jE5GiJxcnNAtDNktdtosdSrkZwyRPa1LhfFTlclxhMC2SJBp8Lepfv7IPMn4WNvn9EzZf7VB9o8/Jv73BbC1HPp/wzNoh9fyQ75/v0xmV5y6jjSLJRqOLAM46deV4YlH4OHYS0HOt2WY4KXDZLzsB058HV8yByvtDqtGI3Z/o8c7Fpp5XUMzPuLF6wd3LVYZjY9qxZExe0b4ikjyyds44yal7s/z+y8o/+kGtPGZv5ZL3zjaZzSIexMZnUUgmY/i/PVjcT+wenb/oYO4q+JmX/mNy+RLGq5P0BEYZuflgAUxwAagWuGIHfKQHagwIkpGYAzUI7D06CvTodzkRCF6pJ2CZ+3gAdyeOL6gZcBRB5fsnyHzM8Ol1T+DTZHnCmRGkDLlSPzNue018I/Q4l9KeEGaEHiOwaeASXuQYClgCLJAC7RoYPAFKWg9nzmjbE8AGI3j9XdhYhes7gRBngxbS5nia1HcgzdLgmb3LxgMFts2McOeDGCvY6/Q2mcjk66fzuILn3cyd3HjEJinp6TnR5rrydpZdwD2PesgUInVHDWkKWWBhG1cnXsY7okUMKANU/DxNfSOvXTLvpXkvdJ39eXbnEM4vkc8/DuWiawd7H1U432Tk/ffKUYBF2E0F49jDzg8zTwWkevNApG6zwd9AMKBI4tLYS3oNLf53gb4Twqu+dGWUf3gOMmHw3Ja7J0rPGzFLtfchEXg2VCBS30PlezO0gMd5KTRzx4IfM4dSdfku6LlmPRiauenmmO3KDLgRSaq84ekIPshBwmw24n/97v/lU3OPzl+G4O7R+U+JyvqSUD9khRfz27sPpVyc8szOIe+cbdLtl+3eShgUQxFC3UPz5PYxsyTi3dMt5fLYplkmacs5YUoIWKv32Gl0eOdEe3BCga5HV8/43uE++d8dkxYiui/WMrQsC+qummvrLYaTPCfthrvvZGG9gurNkz9XZMBU1f1dtT7r1T4n3YyHK6GEt1ppxIubd6nlxnzn7Dqn/TppohhN4XjCjf/7XdpfaXDyyxtLiw/p95i7YIFwJ4MoloX70SJJJCTF/JRmacBWuctWuUs1N2akwcSFBhP9aZHJLFanKXYNuc+uuy/Qj/Q9Or+87gz1/fbW/4UEMU6RJV/gULv8cZxSzk1oFEaslgasFfusFIakUnAxrnIyrHM2rNMdF0mSWG/GOEE+oDUYp/5D4eZFto2vCAJ3j87tv3ONyXYehLpT7Ym1Y241zvhha5cPWhvMZoY2lTaXS9ludsjHMw5bzQUX8y5u04CuRc8XrMsAxeKUa+stzro1673wvkGnr3+vRzxLWP2rE1bLfX5wtK/cswvJbrXNSm3I26db6q4n8MblfRCUHq8CqFdGPLt9wOvHe3QHJc1XFqVVhMdxylO7R3RGZe5dmLu7MuUtqmMmy3Q4fOB7dP5CTnT+3IMRYA3K9PrSnc54wqEvxBn3uTq5BT86uhG6zDP/dMYIUCYvM5ilN6bs7rIu1+5CG0HN5CE8Gkx+xlU1WG9XRijzPawhsO5w7c6wf5ojJdmTHNM+IvXd2ZIBN4TgxApR7p1zqwwOLDlhSglfMogT9p0MBDPzjCCdl0av3nYXPJW2XZ27TEOwyKR3+SJxwr3H5Byj9454jMSwWNrALmI+jX4/enV134VrD3Xltntv+9lfOAnGraXFB27Cy9P/bclwq5ijxGNCfnn+6ZRdaLzqagBoAI91EW7GJV6fm40EpB6XEmJ3chrkadL47aYBkAGmwtuFU2PHuVW2XgfNfEAqIJK4OW260uBSGesx7M0h61XUtIeeOzb/SA8R734tNJYlNcNZKNfXiZvbQudleIfKU1hg5NZ21R/SjNHIm7uee27rCtwDzdKk1yd2wtspkKjLi+dX3s/CJxMWCATZRxnZI4ok11YvaA0rnmCxKG9px+tGvUe1MOZ7964FlyYGGT8ApeXihP2VS94/39AgB+rlEY+tnvLD0x2G4yL5OecGGQFG+D8gjiW7q21G0xyn7fpyd74mqywvXlDM4qCE761ml2Juxp2LtdDVroAop1xGv7h+l3v9Jn9ydNMTZLPt9gCzJHiZIX5R1wdrvIoTRym14pjdapudSptGYcg4yXMyrPPD1i6tUYXRNE+ahqDGZZpZV7K/FwZfqMnU2xs3EpCF2HM7reImQDKLmUxytAcV7og1hJDk44RaYcxmpctepc0zq4ckaczxsM7hYIWzQY3JTN09JHzQI8BuKtq+WDaO78+3giQSu95OJnleP9nnuL/Cy5u32a20+bOT6/RGJTtvZrOIg4smzWqfa+stji8b9IcP6CXNkJhdP7Ike+/G4zwHF0321i5JkojesPRQrFmmgtsXa1S3x9xaP+Xtk23SNOK4W6dcmbC/esmd8zWtCuYPbnn1+JAghaQ7LHHQaXJr/ZQfTPZIZrG6XsWfM7jvSRpx+2Kdp7aPuOhX1SWplomJ+9fNzvsHaG8dPv1AR7iPbT+rkqY7y6i5QKjikgU1Oj8DKuwJj3DphNQnOd6OsDkFcnfoYAGKtHRI+9zmqQFOoD7j70x7wvKiNctccCi8+S/0c393eE5VLcVd7qmfGTe5dodYAyRTjgUxHnBSQEYTky4AJYZeI5T67nHnDhp9YS28SyRc6b3GCIRdb2ExnRkAH/3bP61L/XtovIaVaVimQHeY9ACAn6/3JesCOHiXaZiFk1k6Usy40WDO1tGoBVo1N+HaOXv8ZQe2oU2lE1Ld3mIF7CQNE3knXAInNGMWJJu517b+qZ8uV4oUQexAht44sKqNek4I74Io6QECVb2QqQqBEvylWX/NvT/oi2HVSaoAfYKiTwBNE/jzxwCIRV2Bm4tAuOkAeq4K90x6/MVuaiiwEwA4odrBtr0/DiLvBFSDKeExJWlUCnTeqg4emEK1pRSeK2tf1VBIJWSkqaXzs/BJhYdsW91NK5Uh9eKY1w73PJW1BXxCxy8XJzyyes47Z5tMZznzdgEdWUEn/B/nEm6un3PcbShhCyjkpzy1eczt9hqX/UqourKojpmfUSTZbrZJUsFJuxHq7V8lAPq/r2xGx6ML+Rm7q20ms5g756vOza0AhLrF/fmNe2xVunz79AbH3RUl/Hm8J1v+nEy2MN6iioQhvAJNAbJ6ccS1eov96iWFaEZrXOHD7jpnQ6WKZoFNVhjNLCVi7r23xmVZtU+/t0YtbOZlQrCXl5TC/RSCSRJxMclz0a/yVrRNIZewUhywW23zwto98hsJ5+Mqt7vrnA5qTKY5lYdXlgU9fnmBAGQjuZf3mWpB8kRw1q7xO/0neGbnkJ+69hbfObvOYbtJmkR2qb/sVRlP8+w027TzFS661Qc7iVxI9xWECRiOChy2VthbveRACgbDh1B5lZAmEW+fbfPi7l12m5fca62SEnPnYo0nt49ZrfW56NZCUeoBgZsEDtorrFX77DXb3Dlfu7peEvqjIuf9GjdWL3jreNvZ2yyZZ/bdRww/HkDH/6+Dr35mN8uNSo2JFKOFjciCGSt46Es//Ywt/4glqQFRHshBKMaeZFVzBGoHFiUsZm10hJCBzYV/6hIJvatihJXUpYukkoisfY2RY6UqCy3IqgQuX6EfONUzDXwkFrBE3smNzdt8NyBIzxphykwc9zQ2Oyqtx5nNd9/2Rprn/rMso8vMjjTV9XYLnXtnGy8UMP3y/dXCn2ALTpysRGEiW3phTuVrLq0XN1CPy5Q7Z98jFrfH3MLlGxexIB0uQYZMs9MvUpxKpV1khPufAUfmt+Kw/viSDuDYE1ShxpTQz1KJMJeSmpMYozZmBXWpjjp1ObbJDCA3Y1H4YEUDNz3XLXiJTTqVp9UulASqovbCXUOH184WeOFAjvR/Z4QHw2ow3ehwilN/TXXmBtjgaDbx7WmM/k6k53QqNWaRtg0sgPdP5czQCHijztzYZH06NZv/coVgnl8dNc4lXF+94O5lk8nEO42Ym7z6XyS5uXbO5bBCq1/NHF4vAEdLpIwokuyvXjKZ5Tjt1kGq04/HN07pjksctlcc6PJ5ytIKq7m2udIljlIOLlaVaphJ9zEOOyGgXJqw22zT6lcUIEtF0Ear1T5f3PqA7rTEv77zlLJl8Oye/KXkIUtnYbt67E/9VvY25cKEa/UWN2oXlOIpp6M6P7jY43xQY6xPOpaqd/nBK3KpvCqv+O6NE7sc3i8ff91aVL5ffSmQqWCcRJxMGpx0G/wgt0+tMGKv1ubZ1QPKm1OOBit80FnnfFi16m0G9AR1D5p3gdAnuWJuecIW0oxOxrM83z26zkmjwcubt9ks9XjtbI/pNGeX6sGowN3zNXZXLynkZpxcNpzdzrLplW23BxxXg2GRk6jB/told87WGI2vuDYlM+SkhMkkx5un2zy/c0B/XOKyX2E6y/HhxTqPrp8xHBesDc9ighcFJQcks5j3zjZ4dueQ1kCdNF+VRkrJweUKz+0d0KwOaHWr919q/Kn0kOFjdy/9ly5IiGLJyz91h+qq8vHvQI4gV0v43E/eJdL9a4z9iQRbuz2++ModRKR3Vg0EEPDCCwfcevTc2vZYcBLDVz//IavrfXeCo0O1POaXv/w6pcJs7nRnZ73LK899iIikFZ7QRb5445Av3DgIjaIlxEh+6dk32ar3A/1/gGJuxjdfeINaUdXZGkOnsNvs8PPPvkOcps7mRn9uXGvx+M1T99zY7EjJl56/w/Z6b05TKR8nfP7lu5RKM6uWZuwH6isjnn/pAKFRkA/SNq/3uP74pTfhTdqU7Vs9ikVzh4EWuKUSvh99+YJiNQnSICX5UsLOc5cQawHYtGEqKaxPqT45DsFFonSIio9OKG5OQqFBgoig9PwEjKq5AVsCKAnKL0wQsfdcnwDFzZT8Y4kWJtMgbXwjJdpKMwKB6tPoaYmoSC8/RUdUkJSfngaXzzKbqfyaKaVHMz730xRSSXl3QnEz0SdwMqC/emtMXE4zZUlEXrL+eA8Ru/JVe0hKtSkb1wcujdc3K9sjGusjhAaYzlGEOZWQQZ1FkpIrpuy/0EbkTL+7k7rm2pBHnrzQdmPapitR5W5e79HcGihhIZFE2l4skpInnjilXh5ZGzI7H/IJzzx2RBylgR0aEurVMY9fP8P4BrLpJDy6ccG11balzaSNkDy9d8pKceTADGreFnIJz18/ppifza219cqYx3fPlHcq807zgc3VPjsbnbnLf2UMN3cuqdfGoS2VABFLbt68IF8MywIolWbsX+t4dkwakQko12dUN5WKke9gBSmpbY7JNxIV90fwCvZZeMAgvI8JCxZ9IWCr0SVJI857tUyU+X4SAtZqfRrFEbdba+Fusy3kaulC6Hya1QG14pg7Rqc+kuytXFLKTXnvfEMJdwvB0+JchZCs1ftUChMOW02SLMjJZjMHyL3nS4PaQKlXhurG+U6dVi/cdY9yCY+snfH13Xf4oLvOHx88uhjkmOIWNdmVAqt7GU1S5wRWoDYmIkkuP2O30eaV/Xf5ues/ZLvc4c3LHf5/t5/ljw4e5d7lKqNxAZlEkArLfi34ygCThWMnvX8cn9y514va2ebjgJdIIdfV63ZW9USCmCo+HtCvwVsyjWn3q/zwZJffuv0Mv3PwBMMkz+e3PuSv3Pghz2weUCuNEXGqNoCEG58hjTLzMXQsqbeELIqTKDtTmUQctJv89t0naRYHfG3/HWrlISJyF5dPpjF3z9cQSPbWW+TyyYOP1WXjdwkv6AxKnHVr7K21yOeVDGRNAbLpZfhAAt1hmfcvNnhy45hiQckNvWGR016dG+sX5OI0VJ+8b5D2b3dY4qRX59G1M+I4vU8ywXSa425rlevNFnEu02bLxttHDJ9+oBMJ0lTwwevrjAf5UO8fSMcRd95cJTX699KN+fZliffe20Dq7Ren1ia4c3eV04tacMIjtRH2B7fXGPSVpzff89M4yfGdD/eYppHnBEG96wxKfHCyunCtOOg0uNtWxlaBuloq+LPDXbrjQrhrIiFJIl473GYyzXkGzCrr3qDIu8fragfbF/pS6LcLdC5LGdU1JTQen9cYDXNauMQKn+kMTs6qpBOhBUw98VLJdBhx2qpikD9gVcmGwxyDXj4QnM0J02gYk6TCCunCqE5JaLeLqr9SzcTSVO1iz6DbKigFYWPbk6hKy6kgGWSkTjMGpgI5M51v2koL/hOp1fQI00pJNPGOvGxmXh29uCZ9JFMtUPvSsYqTZxb4FRAaYMhIEEValciol0URCEEUS+KCB1ikexcXU8VAsnWWkriWKkAIYfsLSbEx9WhztOcLCcXGLEyjac+tzMjXE1eQzAgFqQzzFKotKnKKkNpBhKeKJ1CnldajnwY5QkKJGUU5I5qmbqxJSZRKKtGUCBl4HYs0UC8VZkQGNGlSRAoFkVAvjhfaqDWLIxq5cVhfAAEbtT6FQhJqSUTq5uhbKy3iKFXORoyjg1htduxttPVgCPul2Riyu9b17AF1UQJu7LYoVyaaDzm3xCIHN69fKDpMdnoQlUtTHrnRUqdWxqmDljtWNwZsX+sG/FA5PBHs3+zQbI6cg4nPwl98EJJSYcJOo8Od1qrn7ckMFG9g6j7L52Y8snbGB611RpO8JxjfT5IR3l/lre1as8Wd1qpVfVupDNlvXPLm6bYybn4YIURIGtUhzeqAexdN5XkpW/wiMCEzcfCfzTFoRARr9T7r9T73Wk16g5I3TyXF4pSXtu/wTPOQPzx6lLfPtjVgWwxyALWeLPP06Rcvwo/a69FMUUhEpLy+PbF+zM/f+CEvb96mNa7wv959mt+7+wS3W2uMDbjR9MztL2X70QoPIcAwTlHuK0h6zxdFnUtii3LtIQUk1ayikOObMmc2VYSrBm5ZM8AnmcW0elW+f3yN/+X2s3z3/BprxT4/f/11vrL3Phu1nlrbYt2ei4icAz7ez6Ae/nuvTU2bp4LesMzv33uc83GVn7r2FtuNDiKWFhQkieDwsslomufGxgXF/PT+vHNpwy6g0T4XXHYr9EYl9tdaxLlADWdxMWbt1fU57ja4HJV5bP1UyRUITjp1klSw02xfTdfCSpjxKbh3uUoxN2Oz3g288i2sioSLXo1pGrHV6OLv4S3qjh8lfPq9rn3+PyaXK+F7hlJqM3qiGT16LUTKfGwZlVGvkfq7cyyQ8foUQZrLqJwZNTfjISo2+RiBQv82Xp98tTi8PLKubVHxqt/TXteeWg/eWxUbQbCjbV3YGvscs+OdLH4ejRNkLta76VjQZk9sfDfTWngExzOsgOo5JBBJagdw8N2zB1GCLjAeI996H5oNon3v1nFfXcoT3K39j/Aaw5yy4PoXiVPLcZmGg8dyXtffc+peAs/7mR5bpixkJo0nCVsaVfr0vEW0vqrAiU+K8NN5ZVqaIljGvC2j8trB/A6cE5h8PfqCMjwhOI6c6hlOmJ6Lm+FW8ugUeXGJeOJR5XXN1Et4886bi7aASKi5YZpNKBps18cqrgIRYXr7TEAaue/+SYn1fqjnZpojyMvKCb7HtgX2eEgovXWOGE/pv6zGqb27QO9SG5sk5ywAxMzN93js5kuU4DyzaXVR38lH5OFW45ktklKBe9y8tHNZGjU27HovEnXHhjmxc446FB1mI0ICyXTE//pn/+Qzr2sfY3Be1/6h9rp2nyAkQkhubamTwPdONrXtiI2g/7t5LYTkkY1zqoUxPzza9ew5/Ph+yPBAPTWjOOWxrVP64yIHrSYAhcKUF3fvcedyleP2yly+K9/qkBa117Us30JSKU24ttbi7sWqMkS+SpLJ8jWp1qa0FLv3QrWRo0GpgW2sdCkXphy2mkynsctDSKqlMV/eeR+J4FtHj9AfFbGAwhW1MBSPJ9z4b+7SfanG8V/bcuv2XF1dkaZcEUmqxTG3Vs64WTunNy3yVnubk16DWRLPOYqYoyHo80VMX4Y/r6jLVXWMRymbv3HO6S+tk5Q8ILqocbICaoaU+UjZME+z/WnXMtWnteKIR1fOeKR+Tmda4s3WDif9OrMk1urM4VK9tDMFbP3zM1b+qMPtf/864+0Ci4NLaLwXXmu2eGnjNm+0dnnnYkvZ7RjeKqBZG7Ba7XPYaio37ktByxLalgWvfaJIsrt2iQQOL5qEbsNdqH+vR9ybcfm1FZuHQLlyf3HvLkfdFe5dNkEKioUpT24d88HFuufJ8ap+y9In9Slyj8c3TvnuvWuMso48FqRpVEY8vnXCDw93lavrBTZni0I6GnH3b//Dz7yuAdrmxRPYROZ/4CpaT5TsJWBZACLwXE5b/pgpNyM0QUZdzQlnWZscJ9jhHF/4NATC8DxtAgL1G7tTbYJxI202A0wcKa3KGnFsT3KAAAT5O95W3UgIKyD5AAhw+QTP1Qw3zg2E4RLGCN3a0fgAQD/z3StLzzjbLLjWW4QHOPwjL9sWJh5LgkmryxPCU0UDZ/Ahr8jDozsLWmTmmVes2qRJPRL9TtZ19GxeVDrXJrbd/OfmnW0XCEHPgpXaDGGzK5Tq/LJ8KwsMs6u+yd+ruzDzyJ7mOZfTFvDq/hMI5xAhEkqFI5LqVNKAR2WY5tpKj2unNqe9kYHamdUbFcb5RqrnmEiluocH3fVonpCi7PZSN+/NXCMXhVX2bAB89/F2XvrzWfevBSVeGgN2fMAHXh4RpKmwF/SZ9pKgnS8IN8R1Hyj9eN2mwumkGynPqulKj4d9Fj65sERAdi+hWprQLA/44dFu5m6P+fkqUHdVbNW6/OBo7yOBHPN/s9ElFinHWqMgilJurZ3RHRc56dYfTK/eC4V8wv5ai+NOI7QHWCogz+eXFt1mZJi/GsNRrO4eyUUp985XA5sJY4/zle33OR7W+cHpvva8Fq4DDyJ7psUolMkWsU4BPsB5cvWYG9ULjocN/uDoMVrDCql/auNnsEA4D794DZZ1MrMom4zccFUdr1oSHyjy3LOs0LIgomNSgLLTtMVKdYlnZ1jme6PrvHmxw42Vc17euE2yHvFaa4/D7gqzWYxxfxAsZ36xSyu3iEZPdkSSJhG3W2sMpgW+vP0+1dyY75/uM5vl7HJ62aswSyP21i45bK0wGBUXl+mv3dnfy2Q9HdJUcNRa4cbmOWv1HhedGsu8vsmC52ELpTY4neZ4+3Sb53YO6IxKdIdlxpM899pNbqxe8OZkR20OWAH0AYIev61+lU69y/XVFu+cbmp+tYTJSaU61xsV2Wte8t7JJtKPG8hK82kfNHz6VdcAA2J8OxvzzHnv0nHMrnJGsPCFSV9wsczW9IvA2vlYeUGf4ASTThIAnznG7W3YL+RhvvBiHlmvaE7oD7yrzbQ9g4lrwI5xHmAAgJ6xdmfYr79EASL0f4l2UCAd6JEEKkWYOIGDAd8Lm65MkrodZa+prH2JtRnBgSoLrqTNN4ifpcMX7m1lzXvv4xrCfU1Tly9ePkF2mfKCZ9liXT5COiSo2ld6RYv5yW4lF3886zxt+Qs+etwHpzyEWQV6BBJ1kpKpj0hSZz+TravN12vLjJtyqxpo8jEqa6mEWRJ46ROz1IFzrw+Fr9brjVN1UulU1KwrdU1kANb99Ikbt/a/n6eJY5rRAB7P21qwoWCCxyP8k12NM4I8pFZ1M4DDngLHIozn8RsE6r4gMjwF/xQ6qCoLwSpg3Okve/9Z+ATCVe0sjDvpFie9OsNx3oxiL2HIXKI45ZG1c466DQajQnCIfDUBInhSLY3Zrne53VojSdWCtNXoUiuMef98U6tVMT+XFgZJHCfsrbW47Ffo9M3dNVdQ9sDjzy2UcZyyt3pJJCT3Ws0Q5MQpuyuXfH33Hd5ub/Hd4+sO5IQ5PVzIAhyBtcERkTo9emn7Dj937Q1yIuVfHzzFHx3c4rxXI53Fzu7GJ0BeUYBbyJxwIBd9xHx+H2FO+zw2eCgWfJ9LueilT6QXNwByfr08u6RUIBPBaFzg7bMdfvP2s7zd3uKFtXv87PU32G8aGxnp7KGWVmgZvUuCFDCTMIWzXo3fvvckdTHkyzvvUypMrHKHlNDtlzi6bLC72qZWHi3PdlGRpvr3GYxJEnHvYpXV6oBa5YoysnXQWXeGJe60V3li44RcLgEJrV6V/kSBjihaQMCVdKnxJlPBhxfrrFX6NMqj+xCkTEvuXTZplgdUipPs6/D/Rww/HkAHYfXPFfDwGJsR/OzJj3BCiQVIWmAQYT6AtcuxgEYooST1BBP70SPEuppexCg8YSZQm4F5/pARfo2tQChQ6qhGRdcIfvpdlOIMra1A5058RCKJptKprBmBcyatYGjtIaQnYHq2Or4wbO5TEQF40UJvlpGaOti2EV486XnxktaxgA+svJZxArfNWzoghJe/4VQyiOzyXgA6rMqdD5Kk9ECbXxkd3wISrxzTdx4QMKDD17Odo1W3gTBtYOjLOiHAy9sItKZu2aCFXXUvjJc2iOOeCwPQJA4QZuN7wCjoa09tysUxbYh3OuW1rT75E4m6jDa4IDOTtwUoiQMWfv72fZr9uD7ywZH0+t9XDTUkmnmfxmFcm4/hLeCBEqwaq/88uMjU5zNGJQ8VT9kCmt/C4zueUw69QYE9TRae9zuXv++A4D5XDH4WPtGg2r5RGVLJTzhuN3DupDMD3SxdAtZrfYrxjIN208aXNtLiYPm1jhLFqQJX3brakQYqxQk3m+e8c77FZJLzdpC9BWzB2gPKXma72VGOFLpm99lLs4i0OX4zX5xfrThK2V1tk0rBQUu5Ajbvozjl1uopX9j8kG+f3OTd802SmXeJ3QJ2tTBkIy0AOQAikpSKU57dOuDnrv+QYjzjX997km8dPsJlX5/iZAFOoH60pK+ygt+cvZXw/i0YH8vq5PeXV75E6CVIzMfN9tvc92zEJVKrgHBB8Ai2i5mwWZn2kqlgMszx3vkWv3n7Gd7pbPHyxh1+8tpbbNa7RLHZnWIe8HxUtqYvlScV9Icl/vDsMVIR8fVr71Arj5QXTF1Qf1TksLXCdrNDvTK0tASE+GPa/JcsbapsmExzHLaa7DTblAoPYBdk21IgpeDgssk0jbmxegFCXS1wr9WkURqxUhnaUWBDlv5s0N00HBc46KzwyOr5/R0TIBiMi5z1auyvtojiJZ0jFnweMPx4AB0BcVmGtTVtGQlypUQJGb7QEQmiPERljRAM2NGTLSqkRIVUxyUANfm8MpLL2tiICArFmRpQ2jjZ7PCKWJLPJ6GjEl1WLpeowWI61ttBzhdnxLoykeekTEhJMTfzdtulNapXF3cZz1+hN6mcSJVnKknoAjqFPAmRdEDGnW5I4lzIKaURvkEZQxsB24Ieae0eXAOZr8IbyNKl1YJ1YLdkFmejshOo2ngCfnZSLJpLRkC3YMdLvyiYsSJMm3vFWM7q6usXHAr6/ndTbkizsrkyICFDVwDqNO14xGQXMlMO0qnimXwMCNK/hcSBSL89JRkglalMxmA3AHd+VPuR+iTSb3/XHhbAZN2OG/VI6YEdDywFAEgQOiKwebq2Fp4/Bd92zYCJwGGBxKl6mjlrzIi8hSqw8fHVV83Hd1gQABkXFx+4+A6ufPumYIyHgqfdtDHVi8K4Zr4GIRLIuYnzWfjYwxUsJo5T9lcuOeisWEcAV0lBuVzCzdVzPrxcc7edm7XkqoI0vzJDarPRRYJyJY221dk45bhX53Kg9fcXIZRFw0Uor23Gw1qaeuoKIVu8OlwxFOM4ZXetzSyNOLpcce6jhSTOJTy5ccTTq0e8evgYB50mMvUmgLxP8T7vXCSjgzvFEZJcPuHm6hk/f/2HrBd7/P7h4/zxwaO0B5XQuUCQt2CeCleHgBbLbK4ADNmsMux7fk3w8sqCpPnauo/EY2RePpklaX4B8hmkcMu9mCNsvnxvaRYpyFQwneR472KT37z9DIeDFb66/R5f3ntfgY/ILc4/KjeTmoca6iaTPH9y+Ahnoxpf33+blerQes5FwmBc4KDVZLPRpV4Zzdcr2+33mwcL+nUwKnDRU57YAjkxm87vH/0sTSLeOdtiu9qhWVWeTKezHAeXTfZXW+qkZ+l4WE6flHDUXiEfJ6zX+oGTpYXJJBx1VqgVxtRK44yAtKAey4bIkvDpBzpCIHKSl79+j9qqOhYzNiUyglJ9yle/dodcLgnmLMDubofPf+Guu9sC7Dj50ot3eOqRMy8//SoHP/nFd9hY61lBJdUqxY3KhP/tl39AuZBxBww8vnXOL774ljrunqZEY2McA1+5fo+v3Lgb0AYKlPz1515nZ6WrJn+EPa0p5Wf8Oy+9xkp+HLjaFSlca3b4xZffIucJqOb05oknTnj6iWN3QmPIEJKvf/UDru9ehmkk5IsJX/vp9ygZd9CejF3dHvHcTzvX2MaTGEKw+2SHx148d8K7EZzTlBvPtimWZ4C6vNCeCkWSR37qQnn48nbcAXL1lK2vt7UnFhzYkJDfm1F+cURwiqRpLT07pXDdeFxwfUwE8Ssp1DXdOoEAKEnir6T6riXsO4BoRxK9gNMAw61B4hngxlz3I4Uk/oqEhseNTb4VQfQVkDmfSen22JLwuZAvmLUiekoSXfcIQNVdCEn+SzNoeGWY9ihJyl8ZInL6mTFcB0pbUxovDVzFPNufxtNDao+M5k5kVN2Eu4fHW6VKlSmf++lDooIMTkSElGxe6/P0l08CFUgzzx57/oxrj7Q8tUoVJxIpX//q+6ytDjzQo9qjWhnzC6+8SSGfKEBlDP1Tye56h59/8R1iZAhugJcfuccL1w+DEyExgxwp//YLr3N97TLoYyRUChP+N8+/TqUwmbO/u9bs8M1n31Iu6zNg5sn9Uz5/68CpqRnwFUm+/sL7bK33LNgxjhGifMoXvnCHQmWmmikn7CZKbXXMc58/ROSxgMuc1qztDdm91VF06efmROn6023q21qFIOt04rPwMQePWfrPkNatcy5OOevWMjhU2Hg2GwF7K5eMZzkuetWA/9yXCuM0BygXJmzVuty5WNOqX5LdRpt8lHDvbBUxNpleMTa8cV8pTtiod7l7serAlxGSRRj3ftlmqAaUutruapvpLOak3QhATi6f8vzmPW7WLvjdgyc469VCg3+fby4r4iqaLP2SKE5Zr/X4yWtv8XTziD89vaE8dfVq9gTHAg4/70UUmKNmI5Rc2QZBc7CwMf1H2Xa3i1MAP/R/6b2XGSBiGbCX6YLGmTMy9unWa4RWT7PpLGi7Kl/lBEplICAVjMcF3jjd5V/dfZppGvFz197g6c1DCvmZcudtASk/QhCaZvWZzWK+d3yNDzobfH3vbdaqfeV+Wk/R4TjPYavJ1kqHemXk2jTMLqjalRsAmXErpeCiqy4v3W627f13VwfT7uoy0g8u13l8/ZR8TslwrUGFwaTATrP90dpLt8uHrTVuNM+1K+xFvM7Fn0xzHHfry9XmTMgO0gcIPwbOCCBNBH/2O/skSWQ9rinhQjDq5vjDP7hBMo2cG1bNjw6OGxye13GXeDp1tD99fZ9UOhU066Aggd/73i1Gs1w4twV0pkX+P997muE0j7m53fCADy+aHPZr1ohZmkk5S/mzuzs2vj8BkiTiX7z2JP1JIRTQJExGOf7F956gNy6ofIwLaeDkvMbvtR9Beuo6xq7n/ffWlQteXDmKo8C3v7PPtB87oVOHZBzx3Vf3mYxidwqgT3pGp3k+/OM1permn1ZISevDCm1KwTNT5sm7ZaajGIqG0Umb99G3a8x6Ti0BgDQl6Qsuv1vVLqV1J+od/9lpRHJpEKvOU7f95MMYOcXSIczJUArpGxH0PbrNJaMTSN8SqixzcqXbSrYEDHF2Q3ocCimR9wQkQtvkeCGF2bsRYpRR6wIYS+R7wnFW9DhFQkfAzLWdm/sSeSpg7C0WErt4JnciGEnbdrY9poLp3RzMUizC16dms0GEPM65tcdTk0tagjRwE6udROj2JJFqfpn2F4LpKOL911eREzfGQLVxt1VgNM352Vngcny3RjqLnEc/oRwTyFTwwQdrDPsqnbosVCJSwWwc8/aHmySTiAjtsnum5nKvW+T9wzXnucz0VwpHZw2mIsJcPGoiSCl482SDzrAE9G0fImCaxLzzTp3ZSICnviZS6IwLvHO2poaKdk5g5nS7X6IfKwNtGQlrqyal4F5rhfE458rHDfFWu6JulBdOzhEpzJKIYS9v81cnOhIi9U4ZmwpEsKkhmCVCuXYPB9Rn4RMJSxpYqFOUvZU2B+0VpWZl35mFI8yiVJiwU+/ww+Mdp7blx7HSdbZMaeMYe6CzXk15QAIqpQnXVy54/WSPaRJrXie0y2J/E8NlZUIul7C72ua0U3cXHC4CDz5Z2fdXyDxxLNlbvSRJI0479eAi0Fwu4aXtO6wWBvzewePOs5pfngyzD5rJf5il0b5TEUuFKU+vH3Gzds5b7W3ebW0GTg7mqjAHSDIEZHVeg/d+A6k8oqlUGySRyMSXrk73m8vesDJqiTLzfg6vBPk+iICdTegJNYbx+mUF+S6ogAybSgAyFfRHRf706CYfVjb43MYdbtQu+LOz65z16qSpQPyojM2jT0pIZxFvnm0zTWO+tvsOf3h8S52GanA7nOQ5aDXZX7sEoWx4AvXxbPC78SpSzdKeCo4uG9zYvGClOuCyV2EhQJaQPx+TNPKkBbWJISUcdxqsVfpcX23x3tmGVWF7avuYy7K5AHTRBFhAuJavJJKLXpXdRpvdlUtun68j02V5qEtET7t1tuo9GuUhl/3KAw7c+4dPPdBBA5tkIux3NGgxqk6TWeR563VCcDpThm8yxp3q6B3Y0TRvf2OMhTUYGY7zAQBSwEWQStSxv6++ossdpTmG45xy7FVQCc2u9GCaQxGIBS2G0stRyRlAa56hgIug1SsDApE5+ZjNYrpj51XN2OWAAki+i1pQd+ZIAf1OQZethWp7OgLddjEDclB37EhBf1RwQr/1ggbjfoRIhXtmgoBxP68YUpYRSBhf6mGbUbWRM5i2zAKvGyWOIEmRQ5AjR7ufNu0Q7hIYoRqQLZz3OC+5SIDzEMzYMEhhYPJTdbPqUq3QY5xVzQLEaeqeezvpYirhWIMpIzRrBiAG0pVlGgjtwevMW5f80xUJ8sAJBAH/msHsTmwQipevYNaJmHWiTAIV+ocFQvfVIohi7Ye8Rk6n0D0sqPyCO1sk426OUU9oVTDTZ2oeDU7yql9tEqn03QUc3GkgY6Gni14FhWQ6ivng9qoq3dgd6c2OQa/AB8MCREJdAKu7SEZw3NJ3ZcUKMFkVtFTww6MtEFAyQEeH6Szm9dEeMueETdN37XGJzqjk1N3Aen476qgb5wN9cs1D3j1cc3NS8xNSSSIj3v5wQ7mdjrT6ngZ+g0GBd9/b1CehpmnVnOqcllQ9NegTqbS86OC9pgW3c27EPwt/LkEAq9U+AqkuufRfLmA5IpJca7a4HJbpjUqesC7CebdQWFdxBeqC0VycctJtAELZtqydcdRboTMoBTZfdswsEUSEkGytdBiMC7T7lcXlL/q96PtcEcrd8HazTSIjjtsNLcCqkMvPeHn7DvX8kN8/eHzuElA//wfAU4tpEBDFku1ah5c2btOblvjX956iMywHp0aLgdOSSgdEmIbOIqUsIZI07+mzz71dlDehMG0eZCNbIUZ6j83vxS3n5HeZieLTLTL/s6BO3cnneJC3HslMWk/d2UuNTIRyGjB6kkeaZ7yy/R53qqu8fr6n5Debzf16fsmkMeWi1fBnEe+fbpBKwVd33uMPUWDHeEkcjgoctlbYbbZJ0ojBsPBgYOeKOeuHZBZz1Fphf73FaFJwGwuZkNTzoXYISoXtvfNNPrd7h7N+lc6gwmSa56izwrVmi7fG2yT+RuaVmMeN/SRVXuqe3jriuNtQNC2rr1Te4MypTmdYJk1E8D74/xDhx0J1zQZrl6ANL82le1JPJuN4wN+59XarAlfQHohJfdseMT8PLaAROF18Xx73SEy9jTsZgczFyuuVfYjbBVYynGeL4D4GxJhb4wMvaxKnzpYSAp7AKNs5GlB2OeaZdE4FNCgIHAzgHBE4mxwdL3F2JtbOx3xS7+MDiOz3rBOBOSZqGjN1LomFF8/yJ48uKT2B2gG2wFOcVYXzaPaDfSac0B88h3lQJ8L/2bzmyvBot0b/3opt68O8Lc+iPPy0uLThvMnQZR9KC3TtO98jXZqtN6EUb8Yregx7dyu50z0ZXtJnAFtQhvouEq9MKbUgj22LyKgb+ycY/vwBNR/1+I+M0w5Nnxnvvk2byMYxvCEXoxZrnN0PuLt4hPvt8wc0kALCzRL095zjHws1Wixf8vmW+27mojS0GMcEmTQ27kdZVT4LDxEWt2+cM6c5nuewILqbtwKoFsesVQbcuVxzQrYfgjUpM4f183x+xu5Km7vGW5mQbNW7FHNT7l6u4hwhqMzSQuzA/Fw1JCvVAaX8VKmTyQX8xE/j07dIqMvkLSLJ5kqXSEiOLxukSWTxQz4/4+Xt29TzI149fMyBHK/GV47qBXTZZd+jr5if8tL2bb689T4/bO3yBweP0R6UrWBrWKnLL1s5s1j7j80Pj1KZSeL/cPq77qUEC+psW3uCS1aAWdjo2ZCNlwUt7iP9Z4YOx4hZ3Ave2PLHaNB2eA16RS+aZUcCqWA2zfHu+Tb/6u5T1PJjfub6G2zVO0o9ypKdaT8vr/m28dvdj6e0hz5obfC9s2t8dec9dXFm5OIORkWO2ivsNS8pFedNGObCsq5ZUvXhuMB5t8bOals5Y1gQ0kLkrQm6z6RgOC5wp73G4+unxLFatM67VVIp2Kj39PKQkRfuR7yEzrBMe1Rmv9kK81hQIYmyCyzmZjTKw3AsZIfgQyxNn36g4wmqBszYSzyNGpuZQ/p0xnz3vanZnU3hfbcnM57r1zR1gkiMO04273UeyksSjhdkjYkX8RUzDyPvd1ZYNNXNABf73oAV830uDw/caLsdk9aoKpk01nOV56HK3ZkjQxox/33GLedBDV58vy385347Zb2KBekMs5eOngxzFZk6IbHjI1u+In9ROV555rcPVHzQY+ny3ssF8f385sr13i9dBDO0GdU249DAjAEMn8/2gVych6E9lU7VLFteAEz9Vz4Y1vEyYM261ZY4gGzqamnFO3WUgetqAc4eDbxTRlWedTVtyghAvrTeCW1+vmonJo2rl93dnqrGMN4J/XeBS2i96Mss5/WeSf+hwOMzoWxid9ctvwnH7dwdXZ4zA6OCae8gsjzNz3PBiepn4WMO84KvEOo0B6DVr4TTOrMmCEBEkhurF9r9dMETrv3BANE0zXiBdO+FgN1mm+6oSHekLjEtFabcbJ7z3sWmZ1tjMw9/ZrIsFmZsNnocGtCU5d3LfmeDyL5T7bPR6FHKTzm8XFHODXS75PIzPrd9h3p+zKuHt/SFjcIJv2Gr2KL9JWkpXZoxGMH1Vv2Mam7Cb919mg9bGyRTpafqsy3XD5kMAwcDYgkBWSHA0WAZnCTDFLKSscn7E5rIQeN5z4LfHl1Z+hY5H9BxLK8ymWbb0raFfp+ZSjZnCTIVdIdlfv/gcd683OGr2+9zo35u83FLtJYHUmUrvVigF5k+U88kmgcngtuX63z/bF+BnVrXemOTQH9Y5LRbZ3/1UtkOzU/H5WHBkAiC1Pf4JBEbjR5CSLs2za3LmXklpXIgkErB3kobhCSVEXcvV9mudygUPG9XmTKvIjhNBbdba2xWelSK4wVymKmYejybxhx11MnXnK1Odno8YPj0Ax29iEvtFtAHOEhpdfH9nWLfZbRNbz2kZexyzNzVQeYiN3fN+MoIH+Z/AIi8HdrAiUFGjz8AJZ5dTnBaY06JvDTC3LjuAyBzkiHJCDROr9e+s+BIWgHRRTdMyHAX70RnLo7+bu1CREinOVnxGb93UhTmJ52AFgAH72MHAZY21XbSCvfz6nHG8D2cSSJNgzyCei07gcrStjDI+fTZkx8/+J7SfCHVf+ZlHQAL/1XY9F5i6R4GQMzLY+50i8V1NLR4J3Uim4+f1usXez+TlLrtvdXLjAuEA9z+GDPAO6i/LlJigZ4/boWJZPLJADmJNxelJ29I3Mlv4hLZEx5TjAdmfDOLAMTgngVe2Lz3/omxunDVfydCECVcHsKrP1LaDRy7oWPy9V3mf6a69ucbhPYg1mhz2F7Rl0mS4aVhknp5RK045rC94tikL0zoLkxzvg2Hy1Sg7sxZKQ05bDdBCoSQ3Fw9pz0qc9mvXMm65qogJJuNLhe9qr7p3Is7x2uvyHOBACgErNQG1EtjDnwQJZR3tRc279EsDPlDD+QEwIMl5AQ/QmAhzCMhyeUS9hst8lHC+90NXj24RW9Ysqdo2QPvOWa8cDr51C2BYSL8uTj/bBy/AbOLwlVhGZ0LQhbDLaNpWUK7U4Rt47CHsoPAGxwLm80Hfd573R7JNOb9iw1++94T9GdFYiGpFMcWvBqwo7RprqiHWNJnZolKBB9ebvDaxR5f3X2PVc/zmAQ6/TKtQYW9tUvn2WzZXLhqjmS/AzIVHF82aJSHVMpjqxYeTa/qd9VeiVZh219pUS1OQKpTqMthhb3mpbWgyCZdHlSZg3GRs0GNa82WO0lbUgkJnHVrFHMz6tk7iD7icvRjAHQERLC12ydf8KyNtYCYL6RsX+tCngAMEUGlOmF7o+vNR2FbbG19QKPuBpHvBnZ/q02pNHPuqvX/OJeyv9Ymyslw/kpoFMdca7QdbRJ7ErNaHbJWGXp69tid571mh2J+plVk9E59IomR7K13lKvoRKnhmLtYyoUZm2s9VZRVVVPpSuUp5cpUgyJP4AQqjQlxLg3V0rSef7k5JfKFRKlAS5RLKdVnmneGqmC5QkK+mHieulz6fHGmvYd4QEZ/j2spImeYmSdc5wRRzbWRSycReYEoOHBl1wApkSWBzKlEQjowI5GklWiBsKcEhrSceW7AcqztrPznpinzxk15hukIQVoI6bJ4Q0BaihTA8U9ApGLG0re081TGpF+WJUcipURq9d3wREt3XN5fVLx6RCgbFkufdCArh3PUYPPKNpuRGhTtIoK4bICB18+p8mAUl6SnzohVl4wKqXZn7tGsf5px404ZFaCJkBSLU60y6ZEklQF2vqjHqJlbegOhGM8oRonnic0Jh+XChNi5JdT9ESOQVAsT61nN1k5CLFIKhdlC8JKLU6JCYl3OK96hxoQoqLtIfLBkAMwcPxFqDBKDMO8yrqVFjvkFx5QV6bKslPdZ+GSDbn/d3M3qAIG6Yfx+IqmI1WnOUbfBeOrp5PsCZwAcvBz1WBGRZK95yXG3oQzoUXf3rJYGfNhat6pYy4BAOEaUF7TusESrWyVA71dWJPN9LpmanNXSmPVan3utJrNZbEFIFEme2Thks9zl1cNbi21ylhQXlOm3kQ9yIkmlNOaVvfd4cuUYUHa6M3MXj3SsKMzULoahMJuhKxpldNh9gDMnBAfEzjVTEGVRYfed1MvbbWmK1KN3UVgmsGfei5mxRZXhC0OXeRYYOfqEZAqS7p9dKtKI9qDC2aBGPkr4+u473Fo7Ic4lys7Rkw8X0rm0Yob5anCdCN6/2OCN1g4/sfsujcog2JdtdasMJnl2mm2iaLGa2dL2XNL9JkynOY7bDVarA2uJr5wPXFUfRXdnWOKsX+OR1TMFACUctRvUimPv8tPFIGUhoXpuqEtBh+pUZ2mFVPzZLOa0W2d3RV3++6OGTz/QQS0G159sUajM7DOj9lEsT3niqRPlTlcPHNOujbURTz12otwSmpmi59eta+dsbXbtemJ2X0UkeenWASv1IcZbm0S9rxQn/MSt28qFn993ArbrPV66fmQLF7g5++TWGY9tnjv+q59HSL5044D18sAZp+v5UsglfPnxu5Rys1B1LYXNRo+XnrynBjGuXkLCI9cvuLF/6VSbrF2C5IXnD1lZG5oWtCc9cTHlhS8cUtRHm8ITrEubEx79wrkaaT7vSiXrtwZsPdXDupw275BsPtWnWE48wV3RKWNY+VKfqJpowd81ZFSVrHxh4Anj7r/YlYgXFDASaer4qID0KYHYta3u+iWC9IsCWTcDwzHatAzTL8Zq1ydzGiN3IuRzceg4RwvjkydjJntxhj5lED7+Uh5q7plNWRHMvpjTZWk69IlPuiOYvBg74IGjNXkmRl73hB3DwWOIX5HQ1Cu5f39OGQpfm2r30mZsKHCV302ofWnkleVC7fkh5cfGYT96pzZWl9/0l4BCPeHJnz5F5L3yNaPb2e/w3FcO5hZ5geTWy+dce/QSu7DqsRuR8hPf+IDm+gDDXc0JTLU65q/85FsUcklob5ZIdja6fP0L7xMhnRtpDeJfeeI2L908DG1zUgVYfvnzP2R/tWNPSg0dtfyE//3L36NeHCvaPdWzJzbP+eXn31D3bGXklZcfvcc3nvogeCYjxb+++fk3uL7RDpyYSKHu5fqr3/ghlfrEe6f4zvr6gJ/7+jsKCIECMlol7eYTFzz9wrE1Jvd78/NfPmD3Rmeh3c5n4RMKmiFFccpOo81Rt0GSLlD58r4LYKWsLxPtrCyIu0y6dDzBAKtclHLeU8wn1g4IbrfXnCpcNq1fhPdDqax1affLpItshRaR8iByjIBifsZWs8Ph5QqTifNqGsUpj6+fcL12wR8e3nLe1eRDy+uOJvNPr+kb1R4/s/8m4yTHHxw9xtQY0y4qx7LhDFCRQfZBgWnJW7R8+4+5Y/cMePXLXDRWlpT4cOGKVjSvPPXhuXDf4v1111+v/MeLAIzfToT1F5kMQvFCgxHBOMnxnfPrPLt6yMvbt5UbZAt2FsyfbF2y4NgLEpBJxLsXW3zQ2eCV3feolMb+MsdZu44ENldCW54ry/QLuALw9IYlLnpVCoWZVZ1bSH82Wym4c7lGrTgO7tY57jTYW7kknnP9vACgZ99LGE0KnPerXDenOkH8MI2U6lSnkp9SLV9xr84DBiHl0kPpf6NDp9NhZWWFn3zl75PLl5WwAe7Exqh4RAIiiSRSO+f+cWUMMgepXuwDndFYq5bh7q0w76JYkuB0TKXhiTml35voWwWtU4JIgQMhpNU3tp7VBArRpmoAGtuayvdPII6ZPrmqPMOl5p02uk4hFpJ05sBPNNOLaSqJpETqd75dTWRUi2Y4ewPNqKMoVS6p9RGoU2mTiFgiZ2AvfTSCrl4o8Nw3G0HZHoN6dg2q0hKSCcl7dxErDaLN9QAUkANmGgD5WySg36GI9oe2OV2zF0Y6zmcughWJ1LceS9v2FCKYpAiTnxkLSGQ+IprM6zcZL33Cc/tsgUkh0gI2yCQlvbwkaq4gopi0JBDjdG5Oy0ggiyJ0PW2qHQM5oe628HAOgCwKVV/juUSv3BIQZUDjEv+UTUZANVIutdHe2/RJjMhDlJckA68QYztTUX0iJ8IBMSTp6Tmy0yW6eR1RyLs0BnOVJbOht98SqRdxPkXk1c5UUC8hyJcSJMo9sjp91atGLCjWZownORKpjJOlVjsVEZQrU/qTAlIaFR7VfnEhJVdK6U+UK3ZzUiJjKJWmpCJimOQ8VVMBQlKtTxhOcuTeuESSMHx2Cxmr3eXVWp+LYUXNdW+4lfJTqoUpF73KnFpqIz8mR0q7V7byDqmar1v1Pp1+kck4Z9eFKFGbHWsrfdrnFdKZCBwolKIZzdqQs7MqGHs81DgvVybEkWTQynvqeGo3tdkcMhnGDPt5ZtMhv/PqP6bdbtNoNPgs/OjBrE3Xfv0fEpWN21asWtaj62f84N4+08AuZj5EseS53QMuh2XuXqw5gdsKxAuWdvNYT8E4l/DUzjH3LpvaMxrsNi/Zrbf57sE1klmsWdgCgJN5FEUp1zcuEL8z5Xxcp/tijQcOHl3zQd2Hc33tgot+lU6/bNOISHJz9YwX1+/yuwdP0OpXA3BwP+HGl5ODZ1rQjSLJjeY5L63f4bXWHu+1NokPZtz4r+/R/kqD01/eCPaywLh61nzCN8zLCubZSotFRGeFSIGYqXysuuwc8dmwtGGXBEk0Ttn6jXNOfmmDtJjdD1+KqNx7KcIh+EDFZ+n0KhYMZ+/HXHuaKF5bqoUAv/2FhK3/7ymNP+ly5/+wT+6m5EvbHxAJyR8dPWrBsjuly1YgQxss7Wszzz63c4eVwpBXDx5jNC44kSVOubbe4nJQpt2rIJedRGan9AN0a/37Pa7XzvnwuW36w1JI+rI5JxTQ21lps9e4tHwgilOe3DnmuNOg1a1m+IIM81zUXgLKxQmf27vLa0d7SuVz4Vh3/PD6xgXF3JR3jre0eqjLNx0Oufu3/9EDrU2f/hMdo6Yk9XffAYEexClR6AzAIG4hnAcVT/ddCgV+JM4JgbGnSWNIEKSxB4CM4IQgEVFgn2MFKyFIZRQIsPZ9KsB3tewNjjSJLMgxgoqhMTECrjRe0jSASkBOhXMrbdKm+p1R7RGqMKNWJqcOgFmva/q0Rd1D4+VnTglSGdxREwj+mpZFk03OwnqqQjTzMO98+w7TLsaRSTAnJGKWqk8q506CjNqfzcMI7ykOePh2LkYdapLxembacSYtGPSfgyCaSgWAzFG/jZMSDVPn/cuz0RGpVO9sn7ggZhIx8jzLmfIAMZYObPn9LCUMpPWAF+SXgug5QOWccAjklBDkeMTIvkROI/zTJgdqsWPBB7qkkPQFob2X+pPMImbmXqZUBkb+01HMdBLZce177xt3cwrAmzbQIF6mMOjl7b0GdiGSkEwjRr28c6ghsSc3o1GB8TjnbODAzqVer6gMkIN+hjRVbk0X3WUyTPKca4ES3BxHQndUpDUqW15i7XcjwXGvxmiWzzgjAJkIzs9rJJqHpbHrlvEs5uSiFtjgGE2iUS9Pv1OwPNG/TPTyosRwkHcD6bPwCQU9YHR/ikhdzHncbTBL5seVCQI1xRrlIaXclONugxDkBDEXycr29Ua9x3iWozNQ4KGQn3KjecH7rQ0Sn4bsWJgTsKTa/QULmK4MmbV2WZ4GbOystOmPi3QGJS+dZLPW4cX1e3zr5BFaAwdysiM3FJFcdTJN66ktKXucZzYPeHH9Ln94fIt3LrbUfUaeOt6i5k4LwtrOOWbs+E1YP/NOesR4k3xB8K+74P7Rs6lxTE5qodZ9jJDruiSMa+shCPPB+2T79COBnEzFAlser4xse5r/0ssCnWZBMyixQt278/sHj9OelPnp/TdZq/XspZ/znsIymUsI1TfCsiSQJDHfO7nGLI35/PaH5HKJ3aOdJRGHrRXWa30qpUmQddAUiwb1/YKE9rDM1krXelKbS5udBHo5Pe2q06btRkeN6yTisL3C7kpbqfkJP7Fpi4wQkgmjSYHTfo395qXSlAqI8X+rDdnTbp1GaUS5OPXKe5gGUOHHAOioT6q9nwUOQHJCneAYoBErBpXm1Pc09tJpwSPNqTjWOYFx96rTyViQaNuINK/f5ZQAkuYcIJJaIElzEmluSReE4EjHmXN+4AMkfSJk4xLGsaui/urfrG7qHTqACZm4dcywoE1dpt6qEbzXXMJnxN59Ka4+goXzQiz4YTiP9p7n18/mb5MIPV2EZ2Bt0kYhfYS0EUXevUvZ+vu/vTiZ+oV0BquHe5aNFzyPwvKNappfZ5bk49Pq55Eh3bZ75DYB5oKJJ70HQX0y6Xww6z+fqzdhmX5/+nZUmHjYMWviydhdAmw8q/lrjjTj0wNgAkJnALpN/TtCfJrtfDJNEZn2wn38+Sq8/7h3dt7mFC+QsdTzX/ORHI6v6I/lGWYjJef4i/rt8wtdD7vpYniZSmf4k/oeqe+x8OqjP3GkeVwUXgb5Wfh4Q2ZqVEtjyoWpUiHLruceGzWg6FqzxVG3oU495/L1BFrwBHiXTyE/Y6ve1U4MBAiVZ29S5HJQyeTn5TnHrCWFwoz1el/dZyO9QpZ95vKFRQKzELDeUELnWbfmVUDSqAz5ys77fP9in6PuitrEyGTts6lsG2VJsepKkarPl3ff55H6Ob997ymOuyvB3ThLspxfsrIPDT1zkf1ni9rYeyf8NXm+L/z2FAa4eN/JtEm2V7PfF2Xt6AlYtmP5AQC6ok4Zeuck7iyA8oq2cyF4uAwEhc/sybwtRjCdxnzn+Drvdjb52f032VtpIeLULbE+0LP0ZvJf1Oe6jNk0x58c36SWH/Pc1j2iOLXjczLNcdKps7t6ST4/c/ll/z8oO/bo6A+LTGcx642+U2FbRDNh/ZI04oPWBtdXWhQKCmh0BmWmScy6ca4QpIU5IIz3Tn897DRplgdUihOvXf00jm+NJjnaozJbjU6wCbFQrfCK8OkHOjoYdSXfvt0Y0wdxpNvNNrYpxuWy3dn3eYzEqn+ZO2uM+ojdAdZqI9bIGS9dIhCpCNxB23s8ZjhnAVJ9jydSqaDp9HEitc2BtHGjBOKpyy+0SVB360QzdfIQaRUwp8Lmdskj69wgDdxNR9PUqajZXXDtGUu3q3umTw2MZ7tUalU136OW3kKQ0jttkbp9/f86rTHIT7NxgDR1+el7WYwXN6f2JRaU5/pT1cE7rbH0uXHj4qehi2tPvS0ow+STLipXujL9u4TQ8cz9Mn46e5IkM+mMwwJCGjKnOq6fXB2tQalOp2yZXHvO9ZVpA1Oe6X/p0WJ5kV9HbXjr94lkrn2Mcw1wNJJousy4TVLnMlvXzzrl0Cd4ItGnbIkbw2bs2zGe6t8zMxfMXFSqoNFMz62p+qj07rmQ+rmx8fHj+8/8OW3mvnTz3q41nl2dbR+BpT+zHmg+Ez63NnaecwVh+Jsw8Vw/upM1aX9/DHagn4VlwW9boe6suehXmExixecWRJf6S600opKfcNKtW1bpInoSiDdNTQYS9Wqr3qE7KinDfZRzja1qlw8u1M3oluWZBEukOCFgs9HlsldmvOhCQJ+vLgw+gAjzrpVG1Esjjloe0BCSYmHKl7Y/4P3OBh9ehg4TguK834vImi9RudV+Zec98lHCv777FG1zAahRZcqGBcvHXN0zRIi5OMJ9lkm0C9pnXhgxyWVYvESp7OqHth4BbYaGTDmWbm9MeR+p7V1sGcG4JhCe51vKk+Ln6pcZcx59fhHBEvMgYy/7TAplhpoKklnMW+c7/PHJo3xp8wNuNs8d2PHihwUL91xm2scvUqp7bv7w8BbXqy1uNM+tnbRE2dRc9ivarXIaJl70/arglS+l4KTdoFEaUixM5+P49TDjQNN7OajQmxTZb1yCkEgpOGyvsFXvks/5F8SJxXRmnEZIYDjOc96vsrdy6RYwQ4fw8tK0HLUbrJUHyrY9U7cHDZ96oGPtcUQoFPh35OgnbjfXs9Fwu5xeXEmwy0tm3HsaaB4NXlwtdPjPfds5I+QEzNrETT2DaV+o0Z7VrI6+fh7NpH1vhRkjUBmhL0mdEOgLNxL33KQ16lQ+0NB1IgWM4Ol7CNP2Gma2C5M+5MIEHDLxJ3qGM5uvqcQYyhuaAsEPP56cLycr+GfU04KMgq1BQ4M/oKTLz1PbCyjx+tCCFLkkjv/Olu3FWSgcLJj9fjv7Ufy8/ZBm6m6ieXmLTBs6gCTCtD7Jpl08T34BqCEEK9mq+E4xLE0yk5cpz2sOe9+OLS/M09GWAQdGPdFuFOhNER80+KpuZh6Y7xCORRl2Lag57avE4bmADhk/bp33VMwgw4OMeq2/5mRPxsCNzWDsEMSzvx9yQfksPHwQqHtnVkpDTrqNcGFYNBciyf7KJae9OpNp3rEif8Hw//tjSWdbzE9ZrQw4aqvylDvpC84Gdfqjwtw0Xh4k1fKYQi6h1a46VWQ/fUYWXzqm7ORQ/K6Qm7FZ7nLUXlHezXQ+cZzy0tZdBtMCb5zvqtvTtRDvZz1X1GLWFICDannM1/feYZzmePXgMWWr4V0AKiREg2RxRlk+K/3Mw7hyLs6DNPgC8AMhc5EQqn9kCxbBz5A8zfcSVxF/qXGCxSIiMmtGQIPwxp+cKzMk5kGC6485vOSRGVTA/72wGJdnOou4c7HKHxw8xotr93hi7URdvmlFgKsyk/M/fXpSQWdY5o+PH+HF9busV3tWhUumcKEv6FzXd+Bk17OlYdk7/XwyzXHRq7K1ou/0WRTPXw8M60gEH1yss13rUNYgqT8qMpgU1GWoQT/6dGTBoIsmpeCg02S93KdkgJc/fr1EUirX1KNZnvVab05cedDwqQc6ACKWPPXSCaX6VM9zoce/oFKZ8LnP3yUyXtcirZoWwfpGnyefPHHuXnUagM89csAjmy0QWrVEgyKRS3n5iXvU6qPANk1GUC5M+YlbH1LIJ6FQIWGn3uH5vUP7G5wQdGP9kuvNtgIrInInSELy8q0DmqXRnFBVyM146tFjpQvqX5IINOtDbj16boVXYQelZGu7x9ZGL3DNa17v3upYV9H+AI7jlOuPXxLnPWlPt1VcT6lfG9r87alYKsmvTclvZDzQ6YGe30q0Ny6YAx3XUE4HRMhmZFGQ7kdOXQn3X9YFyUY09xwBs408acW1gQ90ks1YqSRlwJLMwXQz59SoLBHKJXXSzLn6CPcuacSkVU+vUNsZSVJma8rgXaXxBNC8IFnLOfUtjxnIsiBd0Yn8UyckaS1SbqkJ208KSJqexzjvBErGkDajcLzrfGURZN2VrZxBoNqgKqAUFoUXNcv/SBNELqW8qS8Qs6dzio58JaG8PsUBRywdlZUppap6F5xIIGmuD8nFqQPsurwoTlnbHBDrEzh7wpooIbO5MnSnH+ZUNZE0q0PqlfHcKYuQsLEyoGQ8KHqAJRYp27UeMWlgCwjKc9RGtW8no1VXjdR9KPXSOFCDM+OnWR2qC9s8FVeEcnyw0ewTxW6jxsjJcSFlpT60Q816UROCfCWhUJ0F93qZdsxXEkRBhs8/C59AcHN8o9ZjMCkwGudd/87xRZWiXJywUhxy1Gl4rHGZBDD/XAjYanS5HJYZaZfUtdKIZmnA3csmgYAsM3lk5nccS7YaHc46dWYixmwu2LhyPs08SfOCVyQk280Ol6Oyug/HJI1THl87oZ4f8mcnN5hN45DeBUX4+Gm+MUyBknp5xDd236Y1rvAnRzeVq+3MCYIE50HSkr9IUM9IqN7PUJZ7CCE/q9pnmasHKBb1t5927nQlQ66WgebaTy9VC6u4UF1pQQFZ8GVpWTRQluQTtFuGIJF955WTzfIKsMNMOWo67db5vcPHeap5xNMbh0S5NFPsIhqXNRJuHEnBaa/B6xd7fHH7A8pWhUvZdx63G9RLIyql8XzWy8L9ho+Ey36FWKQ0KsPlaTLjUqKAzcWwyvXmBQiJTPUpS7XvTlnsIMnmsZiw4bhAZ1xix6ikXVGhNBUcd+ps1XvEcXr/ui4IPwbLmLJBSUYRUns7s4s+ghTBZFjAjEJ/DqZpxGwSWybpe2oayTwTYsdbArsXzymA18IikjTy4xCp67yLuYRKwbm/tru8EmqFCSv5kRWwzCmTkFDPj5W7P4lTj0mU0NeoKCHS7oTrfPNxQrM2cOUboS+FfGVKvjxzwmAiMZ7VKitjRN6pJ1nVsyilujUmitJwlx0QpZTipquX3YYRgnglJW6adz5jEhQ2E8VYkOFOvACxnUJOBjvyQuq7YbakrrMDKwCyBunG4gU72RDIGiFQ0Dvhs2sCadZZ7xQkzcF0P9YDxT1HQNKImWxb/8xOWAem2zFJ0+xOyiDP0c28un9HhnmmRcH0Vuy56HagYLYaMb6e99rP5Tm9kSPdjAlOo6Rqn+SpCJkFd4AsCSbPmrL8NpSwDjwlnF2X117x4wnsey7EjFDtfzfcXAtPuXLK5tNd5w7c65va2piNx3resHBlbTw6YH1zqNsJW4YQkseeO6dYm3r9pd3Il2Y8+9IxuSjRTW/uuJGsrA147KmToC3Mqc1zN495fE+7drdAHfKk/OIzb7PV6KrizWmPhHJxyi889Q7l/CzwqoaE/UaHn3ns/fl1WsIXrt3jC/sHYVNo99I/88x77De7c+OzUp7wb33xDSrlsQY/rs03V3v81BffI8ppEOTZ9j3+2BlPPXXq+JrmYTKCL37hHlt73dDW67PwCQQ1F+Ncyka1x1FH27d4vM4GM4W1w4KLYZXRJG+zcQn8QRVIHTaUClOa5QEnHX2aE0luNC846q0wmnjupLNJ58CCpFnrM5nl6A2L6kks7nPRYiZvmaFTz+O1eh8QXI6qrlwh2ap1eGLlhD85fsTVf0GYE5mXCvcSIkmjPOQbe29zOFjhuyfXmWVBjo8r8gu8kPnoJbuLaddZX9BfJgQuAwrSypKZL0vjz4EaEbJiEan7ynK5hEJ+Rrk4pVIeU6uOqFeG5HMzauUR1fKISnFCoTAln0+I45Qo9u1/QrKc8f4DgB6/KgF4WFK3ZU3mF2cBodfeIhN3adB9HgskERf9Kr978ASPNU55duMgsKu5WuBeBHg0CRJkInivtcnpsMbnt2475wQCprOYk3aD7ZVORj3sinBlnVRI04iTdoP1ei90TJAlUWb/K3fT65U+1aKSKQeTAv1xgc26f8oir6DD9LfQtAjutVfZqnUdWFpKELSHFQSSenn4UXAOn3r30t/4xj8gly85FTZPGJDa4YDhADKCVF+WKPV781xqvBOosekWT3PaSYHZHTXupH3Paua7CUbmM66NPWDjvDthJ6av4hIlUH7tBJmLmTy6ZnmatRHw9fK1LY091TGqPN49IkatyLqZBneiY2xrjCF3YoRw73TG0O0L6DIz6DOnOYHgbRiR731rMiW5cw/RqBOtr+EiaQ9wphndY3xg47uJDk+EhBPgs0b+2S0fezbuxTOOEwy9kQjax5bh1ds9jwJaZZqSttvKvTQC4ihsDxNZG59aGyjp1U9o0Ovbw5ixbpxQBOpxJj9CNanI0a/y8+pi5guqvuqdx7iFgFh4tAtbx/Sihex0ia/tQeBeWrh+WhSMcwTTBZGYf+45LzAbF9K/SBYg1qdTkb5YNVVp0lg4V/P6ck3jfdF6WNQgI80LUqMaY3hGpE5MklSQf69FSsLomS3NGyS5OGUqY3c6o5tfxJKcSJnI2O7aG1AVR8r2zXhrE7pLhYSiTEikIJ25d5G2E8rnErWzbWzy9CZFLNXljckomuMrOVIiKZn53hf1Zlk+TkimAmYwmw753d/7P3/mXvpjDNa99H/7nxKXS6zV++w3W7x2sEcyW7L3qId6oTjl5b07/EC7ZwUIVAcWBsdvhYAbG+dIKbhzvgZAozLgma0j/uzeDSaTXCCzXyXNFfIzbmycc+d8TdnmaDJW/qRDWoju7146m7VmSJXihN1mm9vna05lTajLQn9q/y1+cLHHHd8ux9VyafWzZVr2GknqpRHf2Hubu/1VXjvdI0nMsWkmT93ExeMJN/6bu7S/0uDklzauqNAyof2qvlpAvAh/Xp1WztVRRJI4SinmplTyEyr5CcXcjFI8JY5ScpoxpCg+J5CIoWT8/0yJ/3c5dXUAgpxIiUSKRJCkgkmSYzArMJrmGU4LDKYFpkmswHoq5tvOBl+i9uoisp35EG2UAcvzecjMc9j6jTNW/qjD7X//OuOtgpfW5SMAIslKZcjXdt/hg+46b5ztKh4tQc55r7kPnX51BRQLU75x7S3u9lZ582xXXRWiydhY6VKIEw4umq6ch5TW69/rEU1S2l9UvFtEkr21SyZJzOllXZWUnR+2W7x2EPDY1gn5KOHN4x2kFJSLEx7bPOXNo219+kkmoyVB93MUSV7Yv8tpr87hZTNURcxkJYC9tRb10pg3D7eRUpAORg/sXjp35dtPQXAnum6ghHrsnl678UDk8SerWmIFM4I+9L2lZUCrOy/TQqX0/htagv8ezULT6W5k11l5wAftsABcvNCRQhhfGIAhPZBjhJwMKLF0eXYs5pREIJ1zAT9NMFANAPDpNkK/bgT73SsLoYVav9LonXvnDlmYMgWwiNlkJ4wPRhZhe3vSFDE34+YAjAdGNNiYyys76QUgtRG+D/QMrZFQdklmdfJU60i160/TRtZ1jm4L357Jy9O/uDVolFT3oeXkPkgJx5sPCgV4RtLSgj4hpTruN1tdto0z/ZhtI0NSsN4J3BhVEbLqgc6FuZ6XQiIiTXjqVUBKZKreyVQiZuqdRGgQYd6pvESsyhJ6fEqpdp7kRKhhoQGLSNWQm00iq0pm65GCQDBLY8i59cJ6YksFk0iBEiVoYQXLmb77x/IN6T4TfUGhyDRpGsMkic2+CQb4gbrLK53GClfqEyyzcZGkwvqEsPNL/5+NNRP8MTjv/4sOIpJs1ruc9Orz7siz80fAZq1Hb1JkMC568fyFZIEQ6c2dYn7KSmnIWyfbao7F6jTnsLvCZJpz0zYrqGSEISEkG40unVGJ8SQ3H2dhZb04cyxbvcjFKdvNDqfdemCXk4tTXt66w+FghbvtNXftw3wrLaY5W6YAhKRWGvO13Xe4128qkGPuLsqy8AcKHjWWqAcUhAMeSJjHQmE6sz56X0UsKeWm1IojVkpDqvkx+ShllkaMkjyjWZ72qMzJrMEkiZmlMWmqtFvMHS7ROGWjf87Z8bpVf46E+sRRSj5OKMQzSrkZ5fyUtUqfQjxDAINpgd6kSGdcpj8pMksiB3xkhna/Pra9zLoll7fhXHt58cwgNsKPySNb9hIyAlVuASIVtAdlfv/wcb6++zapFLx1vkOaRAj0puucIWRIkv1haVApx5M8f3L8CD+5/zbnoxqn3bptq4tujesb5zSqQ3W32gMDv+X1k1Jw1q1xY+Ocdr+iAMpc/efzkcC9yyYv79+hUhzTH5UYjvP0JwU26j0OW83lXbsoM70WHrSb3Fi94KTbYLZsk0evn+f9GtuNLqXCVKuzPnh7fOqBjtu19oRooQUkrboC4b06Zkc7q/IauJL1zSz88nRRUgsw0lfLMbJr6qWXWGNoBMGuq0+T8OJZI+g0zNOAD+c1yovn0eBAjhlxeJ/FIzUAQz4/z56azP332j8LjBauUHLOaNwAD7v+yjC6feCf0sxVwGOCkuAEwzFGn8l6zxcKEibfzHPpx/HSm/a1AME+cHF9oBDUL1sPiZLOTTovrpS4m1gzJKd+Gf7AlW6wiWgeiNloZrAJm8y1eaa/Tdtk+38RKLTgT8/JRX3oOxsA7yRI065P10Sa6rmtJqeQUhfhxfHqISXq8lZzumKGnpQIKdScijQ4kiigF5vnqhvU/VPKg1tqeIkHVoQBEZovmJMa+94bCmaTw6Yx0QxIMW0gCNvX51V6ePkbHaaPpECBOxyfWCgQmrQPu7h+Fh44CJQaWSU/4f2zjUDOW8Qcc7mEnXqH9843nAeyILfsbzf5De/cbHRpj8qMpwqF10sjqvkJb57u6Okt5sfDgiJKhSnV4pj3TzZZLIgvCFl2GrxQQ3S93mM0zdMdOiAnopTH1k4oxxO+dfjIHCC8r2yVod24tK2WxvzEzjscDxv84HRf35GTydPvi6XAw+NFi+xBHiosK2fBeilcv+ZyCY3ikLVyn0ZpSISkOynRnZQ47jUYTgskSeSE8szSlA3CeJlLBTJRzMVcezcFRtmqaxBUyM2oFiY0ikNurpxTyM0YTgu0RhUuhxWG04L16KeqlS09034W8Cxadxf+CLOyfNL/4ReQycJflvXG6BzY2XuHaRrzXmsTmUTzDbh0OviVUt+lVJ7Nvn++zxe2PuS3x08x1JeJJong+HKF/bUWw3GByTS+KvP5epvSMnf6jSc5OsOyBigrSrLKkmbTO7lmNClw2qtzvdnijeMdSAXHnQa3Ns447daZTrPC7iJaXX4SaPWr3Fy9oFEeqktIg3ihLDWe5OiOiqzX+tybFFg8cheHTz3Q8QUj5ylNhB0p9HsvmfGxPneRaCYEF/uJMI7vTcmXK4P4Oo+s5yYgdC1tdp0Tl2/g3cmLF3hNMx8PPIQe25QAGuSpwYB11xuompmPxyF9dTRfhQv126pczTWeR6gBGotOl3y1N18I9ssy7wSLVdb8OSNQHuFseo/jR5FVzXPl6D8+OAnmmC5bZuMbuvTv4FQm2xaODJeJ6TAxXxcj6AeA0uSbYQBZYXiR+p6J5HtQ8+my9dPpskAxsFSVXnstCGmq7zHy6DY/NIDwg8Cc6ohM00iN2by2kEKpopksU99ezmt0O7bN/BNzTSgteMIBjQikHjPmt993FqAIrP1QwEO8vrAbHjB3emvLE44/+HVXJ9XC2ft53aa6Q403W7an+mp4kU3vBQv4bEZ8Fj7BsFHr0RmXPNUPvzNdEMBqZUAqoTMsuxdzUyzL6NzTQm7GannA2ydbGE9r1/VpjruLZ5mA4tGiT3POezV16vIwIcPyXabqHqFaacztszW3OArJamXAk81jfv/wcQXQdPoHFnMySwZCUizM+MrOe3SmJb5/es2e5Dh2lBG0soLffev4kBPHt6e5CjgacgTEcUKzPGCz0qNWGDFO8lwMKxydrTCYFLS9l8fHCb8Krw0znDt8mHmXXfoMzQmCYVJgNCmou6CEpBAn1EtDVssDdmttEim4GNQ4G9QYTjToydbRb3+7AScXtqtIZYav49aqhcT66+qCV1k+rddxqbUFLgcVXj26xU/uvU0iIz5sbegTmMX0hZllGTUYLYTbl2tsVzo8v3mPbx/etCqso0me9qDC1kqHexer7jL3ZWHR9J+TNQTn3RqPbp1RLEwZec4+wvkZTlApJXfbTV7eu0OlOGEwLDIcK9XF9Wqf48uGp630YOM/SSOOe3X2Gm0uBxUFqhdNbKlW+9NunUfWzzm6XCF5iCn246GcILTwY2wNLNBQ9jbCGF5nG05kHnnrj8FL0uSvfwPKN3qEsgkwQMj8j+XiVo+UetKiPjaOM30nJUY+icwJjsR5mtKfyONk7p4cnV9WmLT3qHh5JU5dTdVfu40OVNBkhjt6eeh4ThCFAMjMPfcEZ09IFpn4ckGcIK+sJzRgjqn5K8bchPHz9Z5Z2xPz26NjoRqeT5f324IGj6sGNGQ41DIGatrStoMI22HZYuvbQs1n6tVTujFusjP5+3l4bSDkorw9+nwVwmXR5vpVncK4O3x05GBBJGwL3022fmds0Qz4MeA5tIWT9pkPPMzdVQbMBPZNul2stz/zzj+B8eahfZY51fWBiP/fLMCB90fcu+DiUlueDPPQz4O5FGEdEUjP3smdevPQ8tpn4cFDHKesVvpKXcUO+QXzQqg1Zafe5rRX93bmvQhkv3sLAapbN2o9euNS4GmtVhhz1G14ezhLOtx7XCmNKcQJ7X5lqVByVfpFJMdRytZKh9NujVkS2+f5fMLLW7d5s7VDq19hke3M3DD11ukA5AAISS6X8PntD5mkOf70+KZTmZHZTPR/o29u88xW0CvQnzQ+HUuDmfwmfnahUh+zbETaO9ytjRNe2r3Dbr3N5bjM94+v8YOjfe5drtEdltQYMScni9pLkxkY1kee1sSCYNOw/OOTLlPBeJrjvFfnndNtvnN4g/cvNsnHCc9uHvDCzl22Vtrk80lgtmmFHH8d1O0iguNvdR/a3HodLljuE+SbqWSQzmt++92se4LzXo0/PnmEz2/cZqve0bKbT/dcy82X57cTkCQx3zu9xla5w17jUsmQepm86FXJxwkrleH9+fEiMWGBc5DZLKbVq2hnAvcdpJh6jSYFzgY19lculaaDVB7RNmraI9riZEsIVePzrFenWhhTKY4zWzPzfK03UnaJtfLooZamTz3QkQLifMo3fvp9as2xHe+GH600hvzCT75JLpeGXouAR25c8PXPv+dcuhqBI4KffP49nr5+EsQHxZj/2suvs97o2/LVF1gtDfl3XnjNXtrkq5Q9ttbiF596J5grZnp87fEP+cK1QyuQmbkexSk/94V32Kj3QwcEUg2Ev/q1NynkZ8F9H0jJ5lafr33pAwuEhDembjxzwbXHLhc0pOTWFy4ors0wJyymanEp4ZGvt4gLqbuDSP/JbaTsvtSZF2ylpHhzSuERz+OGAVGRoPB4QlQ0x0w2kVIFfFEgy1lhWZJWBLNnY7X74guiQLoZMbuR8zi7izN6pMh0Tfur9gRVGQmGjxdIS7F7p8FdWo4ZPF7SAmLIyKarOcbXPeNGj8zRfl6Vld0tEYL+YyXldS2zLCVFweixYrhzpQXy2WrMeDdzjKu/jvfyzJreTrERfiMYP6rrFQBGQVqMGD+S1zv7WujX/ZU0ImZ7WdpRQv6uQK4KGz8EPGbShTSKkqT47NSzZXOrbmljQu0J41nN6Hqpvlm5NaS+NbZ52ntvkNx44ZJCdWafmeJLpSnPvnikPBSaNtJjtbY24saT5xZMmYtChYRH9y/Y32rreeLuaYpI+fITt2nUhuEGAVDKT/nqrdsUYz22zWlKCpuNPi/sH2EusfX5+a2dcx7bOLPz0Z66Inl575C10tDyH/M/l0959uYJuXwaOD8hEpSrU25ca7lFUzhHKs31AWsbA3+46A0Jye5uh0ptij+mPwsff6iVxkgp6I2KGXkgK50rl9LlwpSzfm2B8OAzu3nBT6BUm9ZrPX3BqDrN2V+55ETfxfNAQSpBc6Pe47xXU0b7DxqWCjyKX6zV+4ynOeVgwYz/KOWptSNmacR7l5vIdIGa0LLsM7KlEeCjSPL8xj1quTF/cvTIQhfSi9o/aOOlalTLni8LWkAOPLGZshzvEhHEuYTNeocXdu7y5Pox0yTmtZM9Xjva56jdZDzJK3vCjMzvA5qAHreUOdYa2NEw36j3A24+WPGT6XKSWUR7WOHd803+7PAGdzurbFT6fG7nDrfWT6iUxogAbMnMR3gaaIqnpYUFY3AZrjBH2Q+iXrgoD9tWgoP2Kn96doOvbL/HSnkAQl7d3VcK/Kp9BuMC3zm9wec21ImJ6bNEq4it13vkcsnDs+VF/Sah1a9ob3uTJe2VoVP34712k/Vyz96B0xuVmKYRK5UFHtEWAUi/AAmjSY72qMxWrZeZS1mZEZIk4qxfY7PWfah2+NQDHVCN8/3XthkM8sprmteGw0GB7765qwyBzfgXysj3pFXlrTubapzEBN7WXjvc5t7lihU4jApKkkZ8594O/VEhJELAcJrnT+/tMvV2rEAJQWe9Cj883nQXEpqb0lN4/2SNu+crTqjTl7LJmeCt9zfp9wuWbiSImWQ6yvHGO1uk02iurF6vwHsfrlkDf1JpGVznpETnvKT5uQgmSfewQDrQSNxrQzkTDO/mkTP9TLqTIDmQDE9zHkhwTZJ2BWlXc0ereqaYUdKPnB66ztMKpy2plIV9FSyp26yDi5e6MuVYIkcyiG9mrhimiGnq6PPqJsY6L5m6lUPbe4iJVyfDgY2Amrj8QTqbkVSEd/J448OqF9r83GInMfVxbWQAklKzFHPt68ar6XwP7BRRgNAWYKVq0hIuPjhacxKKBm1ngGYFKJoydHIve02tR5/UGo/+QPL6DOUFyFVG97GU3kLl5adPn+K8drQgwOoea/CVi0PPHuYUpSBSKrmZp85pgImkkJ+RjxOnFqqziBLIR6k6KPbnrIQISTFOiPSY9O3uirkZjWLmfgRdbqM8ol4e27klvW7baXYoFdXCYtVlgVw+4cZ2iziXKvq9TZlqacJTu6dE3qAwp6vbG102N3v2AlLfI+T+zTbN5kCDIz4Ln1BYr/a4GFQzNifzQrYQsF3T995MvAtCbVz/f6bDNMtoVgaMZ3kGWk2lVJiwUhpy2FkJWM18Ynw5k2pJXWfQGZSWRr9vEOH3YmFKvTzitFN3PF9I1qp9Hm2c8Z3T68sNlbNZSuaawAjOIk55dPWUa7UWrx7dUu6psyAnw7Pc+ud47lzmi44+s/lk02g+5Lx2eQV6/Z7LJeyuXPK53Tvs1dsc9Jp89+g6d1rrjMbO3kXilgULcHw6MsuNiWhPUjLfH/jjVzmTv79cGi4vJchUkMxiLvo1fni8y+unewA8v3WPpzaPqJZHCvAE5Xjt5NsYXXUaseiVpxK5NM3SLFXZpg63L9d5t73JKzvvKaF/QZvYPOee+wu1rk8qOOyucDJs8PzGPevKGtS9M71xkY1G16krP2hYEjdJ1KnORr03n+eyugDDSYHOuMxOvaPIl0qlbKveUZtq2fplx2I2SMFpr856pUcuNkBucWQJXPSrNEoj8vEyt9Tz4dNvoxOpgXlxWgVQ3pM8nfnJLObweMWqhVi3shL6/SK9YSlwPGDmyUm76gCQkQcjSITgndP10J20Fj5GSY63z9bnmaiETr9Et1ci8m3MdV8fnjcybp+xBs13j5vu1nYvTKcxH9xbC4VnVB2G/Tzjy5xVdbMqPQLax8Zlqd6hMDvjCZzdrUIincCqOWw6geP3ayo/zHMtrHYF7a7LE+/99Cx2v337nFSSHIKcgvCFbqNmdFuG+Zkow4Tc7QS3KLk6x+2UuJ0G7WAkhuLhJIhr2kIkUPpgFMQ1fRONJOUPRwRB05NrTcldOiHbd3VdPBgTcD4jiCeSyvsjry1cmfFQUn5nbIV5y/ilJH8xI38h3QrluYUu3Z44mj2VOZFISj90JyL+QhKNUsqv63TWHbbKIz5L4CyzUGhPceLdSO9OSq+9dAXN+PJ/Awwl09cil5+nFjc6K8AZHo3C/u+8XfLS4NLNJO9/u2ntl4z2t5SC0SDH9/9kR9mlRCj7G51n67TMxWlZATnt8U9oEPnWO5tgAKNEbzQoD0WvvnYTGQnyDFyTpDAa5vnd1x9VtjWGbA1c7p6vcLe1oraYfPMGAX92Z8/Z5ZiqRwoM/os3noTUu8hP86rBuMC//NZTbp9AYh2gnLar/C9/+qT6YWx+NJ94451tIutBT7dhJCEV/MkfXw9t7j4Ln0ioFce829vOABePQem5lIsTNqpd3jrb9pCn//8KqVqok/+NWo+j9ooSrIVkt9GhNaxoYZ8l6UX4T0jW6z3Ou1XSRacrH2GoREKy2ejS6leYznI2j3wu4XMbd3nzcpvOcLHKmh+WVcGyNqHu4Hlh7R6/d/S4PjkSYdpF9bETcUnhcsH3bDv4gq7e+XcAxxbgtbM+wal12a9fMpgWeOdii+6oZE+1/KKWnaIEj/0l8SpwIPw4mnH5p+BLE4Tl2cN0j9Cs/KrEAMFwVOC9ySZ3Omts1zo8s3FIb1rkzuU6/XFBgYu5UxjDJKXmsfNowngjXXzBa6aB/OQZeWnhe9Q1AG+c71IvjPnSzge8enCL2TSnNiX9HSKRST/fWvZvmkS8drbHz1x/g516m4N2EwOuzjs1bm6eUypOGI6KmXX2PmEJAGv3K6xWB5SKU4ajjK2OyETW/9JUcLfd5JmtI+5dNplOlXODvZU21dKY7qJNkKVEqU32zrCERNAoD7no1nQXBRPQphpN8oymeaXK94DhU3+iY9cPwOjRqyYTTh3NxDWnPWDfBe+1cGFdUJudUB/UgKc+gtObN3Rk8rRqYx5YsiBHEnpW81RxAi9MJi/tKtruPmsAFBkPa56dTjBBMhPYqO1gbXT89+b0R9rfbndfuudZpwGGsfgnGWYHP5isJh//Nx7n9Dskk9eyrQPfVsNUOFQIDoMHJELl4UySgCGKzDtdX3Pni0+HSTynzmfKXUQPngMCnCDqn3QZUBVs53lpstUN+km6/jD1CU6/vPT+6ipQjgX8bWHbJd4YydYvc8lq0D7Ce2/6YK5BhHvv2QsJc5Jnyjb/k8SBdquCNr9BYBdmc6+UJJw3ph52bkr7m4ytj70HR6exmwqZPMx8lLjLWANAI3DudI3jHe+TehcZS2HoBaRQTaGn35wXSUTA8yxZPtN80IX0s/DQYTzLuUsv54QgadnUSmVIIiO6Rq0LcIMuK5GYwSOscNkojRBC0tH37hRyCZvVrhWilglBwX/UaU4kpKLj4whCUiuPiSKp7H3M40jyaPMMQHm2ytyXszCrLN3+C6HsWr689QHfOb/Oea/uFmG/GbPrx1wbGJ53/0nhvJp62ZpTnLnI0vZVFEvWa10+t3OHjXKPt863eeNkl86gMg9y/PkcrEXeu8hjPBq0CIG+LFQS51LyhYSiviy0XhmyUhnSqAwp5Gc09PdaeUS5NKFQnJHLq8u8RSQRcapVY8NPcDrk0Web2VumJEAqmE5z3G2t8Z2jG/QnJZ7dOuCxjROKxemC5dr0kQi7zgsyF82DHJPNVN8JGCTwIyzIU2a+SkhmMX92coNSPOWZ9UPvFCaTt8h+cR0WTcK1ZTAu8IPzfT63cZdifmaXyFkScdatsdXoEkWZhet+YcmQTZKIVr/Cei1zqjPXnt6CI6E7KjOa5VnX6mZJEnHer7JV90+clrXB/MNZEnPSratTIgOsfZsKr2yZCs76Ndar/Qeu/qf/RAecMOXJZtJ7J71NZd8WxxewgsmU6TDLM40Q4gkXAZQ0/RYQQMikPMabFcL8OA4IhR7TjEe1wO3zIqHM5iPtLq89LdLpRECUItp6P8vSZL9LJ0CbZAEt0uNwfj5ZLuN9zwIEE99Xn1pm4G7z9gV6na8BCjZ9WFcL0FLveZZM20TGknxJ3CBoWoPLMjMCi8D9zgI1seC7X3+ZulXG39qzwM377hdvaAgWE0FA26I2Ns988AKIDIiRPh3+xavZfEyZ/h1Fdu4IS3vgcSeoj9+O6l4cGfk7EbqaxutZKhWtxrta4jWdNJPZLMgoRp5qRyamyqnH231hxLiJX9DV/3/2/jxYs+SqD0V/mXv4pjOfqjo1dFV19Tx3a4BGA8YgGSE8yC+4dhAhR/jZPMmBg+fgEWGHiUD4+XnAEISDkBxGgR3hK+KCh3h+l2vwRTYIAw8kJCSEpm51t3qouepU1Rm/cQ+53h85rcy9v1OnpNaz1FRWnPq+b+8cVq7MXLlW5hqEQiP4sMtr8zCUNLQu/F7vpqr1AkcAUHunKfwgxTk9kAg2ezuNIIz76WBM7qbXO90aDUL1XEt8GcqFuYnYHC7qWxT/Zk6tlg54ZmF9YYit0cCVP7Kwj3GZYzTr+GUf1xf/NLc5rp6vZ1oEdep4LEcW93F9d0njQWh4B90pHl65hk9eu995dTuoueBduPQBQcjSGm85dh4Xhmu40BJotLUmrlLL9454Hccn9/a5CF855sIXDMoIod1dn1u5iUQqvLpzFDuTXmiX5PK2dDxuyzwTACC16+c0qdHPCiznUyznEyznE/TTEoNkhszkkaihCCjGCa4Mejh+4ir6gwokJGpKoIgwURnGVY79soO9ooudoof9sotZmUIp6c8fqQmcsCwAfxPso0BVJri4vYbrwyWcXNrGkxuXcHV/Bdf2l70jDsDv624/ZwSRj1HLUqFMhjavPH9b2ZBp1PuZ+TWbZfjM9XP43lNfxdZsgMs7qxBCzCGdFM4TMDsjU6dQApf2VnFmcQsPrl3HVzZPuTm7P+5ipT/GYn+qY+twPuvrJNW74x5WBpN2D2wNFOlGqDYxcFa2sLm3BFVLbI0GOLq437wdul0y+9XN0QJOLO2gk1WYzubbDRK0S+5jy5uHbuKbcqNz+fJl/I2/8Tewvr6OXq+HJ598Ep/97GfdeyLCT//0T+PEiRPo9Xp497vfjZdeeimoY2trC+9///uxtLSElZUV/MiP/AiGw+GdA2MIDgl2WyNF82QUjG4JMC9EEaMifV3uFscyGPY7EAofjklDcLoa2zDY/PaZKGrvZMAG9+R/ZJgysFsb1xHWtnno4CDmTY3Mb36zwj8tEWk9nbffibVjOsPsYxzTyhlyChvxJ+2kT9/jFMGrm7IcHhh8LXktDHG7Qf/g67T9iG8zGC6bx1X80wyyZcxdlaJZ3uaBn28eLdGGaN/xcYZgbdj+RdTJ9Z/hw/0xvDj1NlZPsJkwXClWpi2JCH/mpsL1vW2seF3SLhjdFpWlzx/gOsIXsVtIWze/weRzwTzw3tdMWctQMAFd29r4ee5cr9uDBds125Zds+TXa3Djw8APvtt1bWgKV4vlwxprMHHPhrwMCeOzkXl/tOWd9zg2t4LDaikiYfzbP30r7U1aXQMtNMY/yLMKi50Zbo0Wotd8EQMBo8cOKzqZDui4M9Y3JkmicGJxD1d2V1pi8cRwwNXT6xRIJGE41rdKclY3lqBLbdU2BDhgZSG0G4LQtwyPr1/BpdEqtsYDBN7O7iAJW58kPHbkCgDguZsnfUR7hNhr70AkmAgg2a+Mp6+oozHJTezeZBZzLBBZki+0mt7ZtVt47OgVbE0H+PL1e7A9GrQKOQ6PfN3yGxVJEFLf1PS7M5xc3sGbNi7i3ae/ir9y9kv4/lNfxWOrV7GUT7FXdvG1vaP41I1z+O2rD+E3Lj6G//380/jfzz+D/3rhCby2v47fvPg4/vOFZ/B/XHgCH7/8MH732gP401v34Mp4CYoETg128PZjr+KvnP4y/tK9X8Y7T30ND61vYnUwQpZXkAlFNz7R1nkAyosyxWtbR/Dc5kmsdkd4cuMSlnoTOC9hjujaMi1E7EDyNX/8/EBG2YMJIyCnCtnVKfZGPXz2hvbEttg16u6ibYaJaOI1ZyBB3xR98eY9OLd0E0u9CazKoyKBG3uLWOdezr4BIQfQtjq74y7WFkYQHJ8xe8MeEoCtcR9SKgMfUJQJhtMu1vpjL8C2pnZgp0WGcdnB+mDoizocsklv5sakOKQTFXwTbnS2t7fxjne8A9/7vd+L3/zN38TRo0fx0ksvYXV11eX5uZ/7OXz4wx/Gxz72MZw7dw4f+tCH8J73vAfPPfccul19Lf7+978fV69exW/91m+hLEv8rb/1t/DBD34Qv/qrv3pnAAmt195fKDCdpKjtqRhpYiRSQr9fYjjOPeEwjE+W10gyhXGR+3gXRsjpdytUEJhZvWLDmAgQFrszDMscFWS4lhLCUj7D/qQDraZiniugI2uksvaSsAIoSyAUkHUqoBKop5K5wtWTZdArMJ2loEo4miqUvjrO8grVJPFCjHkuBUFmCjQVnjE0Sab6SldZOy/bN0VIEgVSYLEqdTlBBJkSVMk5MfKLXfo6QmbW7AEKMFYRbg24eEdsHG29lAgTDJUzrHCG1YI7KjCbvmXy3Ak2YyjcqT4BXhLVRUmatuLjOhB754CEVY/0zGxIdMkx/OyVERhsoNpgd7PgCuEZby6QOMGBw2hxDT9+BM89O0GL76LKBa1tPzKkqDIGXxtBi8bGzgcfiNcUcvZLnog5/BuVOJoVoOEIYm2VuUQ2LqftyZrZPa1djIdBuE2CTCBVfctCxm6FHXrYbpp5KjzYIN5Ri3Z7E6y84GBj3hBHlR029j2S8/18sSiIhse1AdclfxPt4vHY9czySl3ACl0OFh5Tx+YXWhfe8g+27TdK+lbbm8o6ZXZalmj490IAa/0RxmWmnRC48TtoUPyaEwJYG4wwnHVc/Jml3gQChJ1Jn5HAmEsPfwpBWFsYYWfUc/un6syJn9PG2/EumkxpWmOlP8GlrVVYGg0BHB3sYb07wv+4+LAOxoiQ8iD6PrcZQyJPLO3gzMIWfvfywyjn3g7ZRRDXzjhyq3aWSVBD33VOP9tuGCwtgsbrUn+C+1dvYFLl+OL105gFNlMtdVtkRMy8EHp/HuQznBzs4fRgGyv5GIVKcWO6gFf2j+DWbIBRmaOqExa0Uzhyy5EjZwp1LTGbZVAi4mNY34TUwmQ3LbGcT3G0N8S9C7fw9NplFCrBtckSLgxXcWsyQFmleq+noKawX/yx2Y/Hsw6+snkKRwb7eOjINdwcL+DizhrqKmk6S+Gb77y1Mm/P4kPftuUH5fWD7PoMgy/sYucHjmlvZN0h3rrxGv7g8oMoy7R5kBH3O95P3Qah42W9tncET6xfxh/N7kNNOqCtjV2zujDGzd0FuPUzb1EctFhsW6M+7t24iTyrMONeGBv48JXVdYJNEwNnd9wHkcCt0QD3rG7j2u6S8crYtpG0LRgCKYHN/UWcWNrF1Z2V6OY17CCRdkpw2PS63+j87M/+LE6fPo1/9+/+Hb7zO78T586dw/d///fj/vvvNwASfuEXfgE/9VM/hfe973146qmn8Mu//Mu4cuUKfu3Xfg0A8Pzzz+PjH/84/u2//bd49tln8c53vhMf+chH8B/+w3/AlStX7gwgIshc4c+/42tYXpqEi0kAK4sTvOs7X0KSKYdL66nqvrM38Y4nX/V00HA+AsCfe+hVPHb8BrsB0tVmaY2/8tRXsbI4CeetAJY6U/wvT3wF/bRkjLDO8sjGDbz7oVc0aNbBFwGCCN/14AU8dvZ6YB8oCEhShfd+1ws4tjR05eypcX9hhu/+7leQpXXQlqiBk8f38PSzl70AAlsv4YGnbuDcA1ve1sHGFZECT333dQzWw5N1QYRkoHDu3ZsQPcPc8oV1grD0thHczuPUqwj5wxXEQzY/K5RK1E9KoBdzhQBlAuNnc9Q9EcAOAupFiclbcnYlbV4QoTiVYfxg17flhCCB0aM9lMfyiPkHKJXYf2YBdT9hJ9v6s+on2HtqAEosZ22JDaE4lmN8f5+149P4vh5mR3NwYVW3JbD/1AB1jzEQhrBUCyn2nxz4fgn/N9vIMbq/16gPUmD0UA/F0SzYrwEtKI6e7ul+WXwYrl0NJEbPdL0dmsWjEKg2Ekwfyn1/WaoeSrTraS7g8NsxNvbC1rkIJN+lfIBPdoOV3VOj88xMC6BZBrmy7Opbf3ofK6dHbq7Z20ApFJ747uvoLJUQSgUupvN+hae/97J2z0mcmSesHx/hkbdsalruAozqup967Cruu/9WQK+l0m5q3/adr2J5beKEBXtzM+gWeM+bX0Avq7Qwxm5y7l3fxrseeqVh+yYU8LazF/Hmk1fCMQYghcIPPPoiTi7tOWcFdroNOgXe+8wL6GZlaBMggKOrQ/y5p1+BlORvoEkL6A/ffwP3PXizcWNDAnjkqWtYOzpyN+FvlPSttjc5dS39C5bptElIwtGFfdwYLoEaHF1bhbag/pBSYXUwxs3hAkD6IOn4wi6um1g8h015VqGbldgb926fuUkaGkAKAawtjDCcdligVL13PrF+BS9sb2Ba5EGfKKgh/tIGA6HfmeHNRy7g8zdPG/sm0V5GtNbOfvtNXHX4XkDNbI6ekmPUG/UIfbN2Zm0LD65t4uLeGl64cRwzK8y6PjSLutsbaHIoU4VBb4YH1zfxF05/Fe+953mcGWzh0mgFv3X5EfzX84/jU1fuw9e2jmFrOMBsmqEuJVQttLBjBQ/3JxCqsJjflum0W7zS5VUlURUJhuMuruyu4AvXT+G3Lz2CXz//BD578wwA4LuOvoa/cvZLePbEazi6uI8sr02sQcbMtPWVPaNa4Mb+Er507R500wpPblzW3tnsEgpO/g3MsUDYSNT8ertl5lCjCxQnu9h911EtANcSz988gVQqPLR2nXmO452K2g0r9f2FxvFL28ewlE9wbGHPC9sE3NpfwHJ/ovm72yVbPeeXolTWCfYnXawsjJtgBuAJDyMBm/tLWOpMXciU4awDIoGF7qyt8MGp1gcwnbRCv1NEL8nXYz72poe3FXzdBZ3/8l/+C9761rfir/21v4Zjx47hTW96E/7Nv/k37v2rr76Ka9eu4d3vfrd7try8jGeffRaf+tSnAACf+tSnsLKygre+9a0uz7vf/W5IKfHpT3+6td3ZbIa9vb3gz6a6lPjE7z6I7b1BY+Pe3u3h4598OAhSBgAgwtdeO4bf/8L9nl5ZoUYA/+Olc/jy9WONU4hyKvH//tPHsD00wdTYqevetIv/+KUnMK4yP/GM+shXrx/Fb794n6ORnDn67Av34IVXj7m8dgKqUuL//OQjuLGz4PpjVd0mezk++QfnUBXSC0gGzmvXF/GVz5wAajQYrle+vIYLr6yEyCUCFOErnzmG0VbamLf1SODVPzgCmiBwDwwAdENg//N9zwCzRVa8kkC9ak/m7SsCFCBfImDGBCPzChXQ/VIJOY2JB5CMFDrPVZFaHgAhkN2o0L0w80iw/QKh++oM6XbVXMyVQv+lCeSMHUOZ+ZPMFPqvTFkQS/MngGy7ROfaDI4bZfB3rs2Q7Vb+gYEPCui9MoGc1r6vRhhLZgq9C7MmDoVAulehs2mIggzbyzdLJPuMEFp8KEJ+uYQsiBFA/V3MFPLLlesL3GuC2FdIb9QBiizFk7cU5D476WQCbdC+BZ0ATAj0ovCBNVne+qZA9YpdkwJIpOv78HwX45tMWCQ9j4mAyy8soRrLAB+CCPVE4OJzy1BxeBgChjs5rr266AUF68WQCJevLOHWZt+5jxYVObfvFy+sYjpKw32MgHKW4MLVVVSWOTCCEASwO+ri/M0VAMKvc4PPW/t9bI96ji54Jk/g/M4KhkXHo9wILlUtcWV7CTWkV7c1aVakmjYoeKHT0LC9cQeTsT495mq6kALFfoayfOOZb36r7U3k/os5Ef2rlxfopiW2x32/HBs8A+deRFDexulxLqVlgaV8ghvDxUArtlFVdDCyujDG3qSH6k7i5sxLAsiyCgvdGbaGA9Ye4d7lW0iEwoXdg+xobls9YG433nT0Aq6Ol3FlbxXOLbDu0vy+xw/d0Ih5mZp4c1mjwRJ6GfY6BR7fuIyFfIovXz+Fm/uLLiJ8q0a0q1c/EJKQZjWOLO7jbSdexV8+/WU8uHQDrw7X8V8vPo7fvvgInr95HNujAcoi1UINjzjPPS3Ff0GfojE4qBwJJ/zUpcRkmuPyzio+c/Ve/MaFJ/AHm/dDgPDnj7+EHzj9HB5c30SvU0Am5PsmKJp7aPyelRleuHEcV4YrePzIFZzq3IJI5sSwoQiRdr+I9/m2cTzoN3tIiUTdT2Etmosyw2c3z+LB5etYHwxhb/D8+FFUV7QZRQLPtMjw1e3jeGL9io6JaPBRlClG0w5WF8YxYPPTQfIGAdvDPha7U+3iOXrX1ncAmJYZ9mcdHB3ow3Zrq6OdGyAueHAirf62N+tibTBq0Yq3uNMv7A3tYdLrLui88sor+MVf/EU8+OCD+G//7b/hR3/0R/H3/t7fw8c+9jEAwLVr1wAAGxsbQbmNjQ337tq1azh27FjwPk1TrK2tuTxx+pmf+RksLy+7v9OnT+sXBlvTWabjcvA1Tdpj0bTKvEc1YcoIgVJJTOtowzeqR7NZhqJKAKFj7tiyKpOYVLmOD8KFIKH1K0ezTkjEzQgUVYLpOPdrgenqzyYZymni6K1jyBQwmWSoa6PSZkUFIx/MhqljmJz6Wq2gCoFyZD1lGRANE12PJaopX2xe5aUcSqciBzA4SEDtSaCmaN0SxIxA+/BMOsjbmEzNn4MBbm+RIxV409JBI5W+QdpXvm0+NBUh2a9CmwwDh5wqJGO2gJntTDqqIUsK8GEZ5HSvanpnMW1lu5UXVOy8gb72T0dtJy2EdL+CLJoeU4RSyHYqc2Iv/B8AUZp3Fm6LQyIkY4V0lwlpjO/JdiokE9aWrY+A7GapYwdRWE5UhGyzDL39mf+TUY10ywpi4a4sbyrIPeMEIcCjgZff9FhbmhJQN6z3GwKnbGosUG+xycTsZYpbCcp9RrpMNqqBnSsd1DMzR018KBICqhDYvtTTG75dE4bzKfYT7F3v+vnH7NW2b/Sxt901+xQ5z4aoBa5cXMZskulnZe3WSlUmePH8MdRFEhxYgICdUQ8vb64Fz2x68dY6Xttebe6/JPDctWNa5VVAq9qZ7k/rFH966YQm+mY4LH3bHXfx3IVjUEzIoUSrVl6+sYzL15ebfA4BL59fx95eV+d/A/nl/JbbmxwjxSYC2zNW+2Psz7p6n7E5GqTIDJplKlx544Rg3NfOAwRhfWWE/bKHaRAgVLR+9X1TWOhMsTPqo8H4HiYFjKpm+tYXRtibdNnhIqGTl7ivcx3Pb50IVMwObC4C3V2sC+Ds8i0s5lN86eYpZ5fjKo37GgibMac9p8F5j53qR9SAgWt1MMTTxy9iZzrAVzdPaDWhNpgcSIYJMLY3WV7j1PIOvu+eF/F9J16EIoHfvvIw/tuFR/HCzQ3sT7qoKxODTkUCTPCd9T3+Pg/p897HwpD5JAJULVDMUlzbXcYfXT2HX7/wBL66u4EHl27gL535Mp4+dgkLvam25QkEnqgRtr9RLbC5t4Qv3ziFY0eGePjoVaRZzbajSKAwz4QiZl91m9Qm3LQNvwC4XSgRsDMa4Lntk3jLsfPIs0qPXVzHPCaeNajXu8ClvTVIKJxd3nJ4IQC3hgMs9KbIsoNvdeTsNqqWJhVlilmVYbE/bc/QJuiZ2D8bC3vOZmh73MMgL5ClFRuP2yQCKNXz08bUkVLNwZfZnw9zy23S676NKaXw5je/Gf/8n/9zvOlNb8IHP/hBfOADH8BHP/rR17upIP3kT/4kdnd33d/FixcB2LUtHP3yTghY0Eu3GBAKQlb4kWh4VOPvG5MY0XvHWJkhl6xd8u90wWj87HMJY+CMgCEU1g2uNXiGZ+C87Q1jMIVw9ig+Jg8TPixO7DuCZ1ItntpO6VvnsmfWA8cBNj9RBCM16w/msmCwcBjmUF++3wSEy+QPCDQ5mBrqdy5v1C7vSxv1YMKPeyCEjuECeAHJIpZ7GOOfMQw2b4wDa5cTAxccZaLZvwA3bRQeMIZUYVmtw8CyMvy4GzBWHXcc4VrgCw/B3GskexoXD7f9HqEa8POX2wXxG7/AZbtgv62Az5twcwCN8pTIYA37AwYETgnaxparpHInAzx+l3NMwDd8vpykp0uBkxMmrNi9wdoRBThjNNIlhQa/8e2cvtX2JnfUS03cC0k40h/iBneFfFCKxilLawzywjkhkJJwbGEf1/aXNAPs2o/XOX+kbUimZXZHp6eta9M0mGdaLWWbu5M2gsk06eDq/gru1AFBgB1JWOhO8cTaZfzJjTPO5oV4ZktDghoomuwtwsFBjVsmPabZwtjFSsLJlW3cv3oDL9w8jos7q1C1DFXVXJ3khRuh50KaagHnL9zzVbzt6Ku4OlnCf734BD599V7cGi6gKpN24YaB4j6j7YDjQ0wPYJpjvoTPleC7peUeDqvmNpnm+NrWUfz3C4/iDzfvw3pnhL94+it4+tgl9HszJ/AIgaZr7EjFbTzr4EvXTwEQePzYZXQ7hS/L57ZZX5QAlLWwvPF8jcekdT6T+xAKQEWuACmBV7aPoqgTPLx2zThjYEvcwda60TdgKasEz2+fxIMr1/2tDoCqSjCcdrC6MIJz6dwyVZ1Xt9skIoHtYR8rg3EoZMQwse8EYHfSgxB63QFAWaWYmDg3rY4nbpP2Jl3kSY1eXvryjfV6RyTi9Rd0Tpw4gcceeyx49uijj+LChQsAgOPHjwMArl+/HuS5fv26e3f8+HFsboau46qqwtbWlssTp06ng6WlpeDPJTdhSRv5B8QJ0eQWQRnnlYitmWBCWb4n9vxpGQwyNz728MpET7f1xocXgs8vK2zUgKjgF0vECFo1G2HjfZho7M6DU/yewR57WwuN4ckzlwwmfbLNuUBWxjKqyqh7xYyvYQ4F2JUue+eYSI6DOB5BLJQ4+OwG6YmOU6WLA1bOpTHh+HtbHv4w/BrWS8GjIK+ZFyJSMfLvmLATt0PxA4Q4cMJP2FaAE/dpyzC8g/xYcOFTqRBfITBoClwMzqAcIZ4PmjeIYIFVAojmDaCdEzgGJM4jWg8CA4ElUDOE+xRGSBRMuOcCviAY5xcI38OuZ9MXt/7IrW07FI6RiMp7PHp64aYgcxjAhZxAVY4JMvq38IczjN+xdoe23vighmvmuIOhwE7r2z99y+1NHLdsTAWAXlYgTyvsTXu3GQO+Fs2HAJb6E0zKTNvACMJiZ4pEKOxOep5EEitkn7F5JhPCcn+C7eFA2wh9g3NBCMLqwgi7kx5qdpvTzQs8sHwDz22f0OpxMV5u020Hs1FZe+rIJVwer+LGcAnhaQD7C+gqsUVgfx++s0KQZjTdIrWL3CyjROG+9U0c6+/jK5unsD0aOGEzYAQNYbDCjZAEmepgr3/+1Et457GXcWG0it+48AS+fOMkhuOOFpYaNzcI5lMDZ3z7ieWhbotA20KrDpMciQ7GQIBqibJMcHV3Bb97+UH8j2sPYr0zwl8+/SU8euSqjpsjNU5F5G0yUG8joCpTvHBjA7cmC3hy47LzAOa2az7OZo4cDviorwfwCZQIL0CZbaKqEnz+xhncv3QDa/2REdrAcB8MfLNeAy8ZnF3ZX8G4ynF2+ZYTgAFgezjAQnembU/nLZY7EDTGU60e3euU7fW4unxbdZ3g5mgBG8aOiEhgazTAWn/kPeTNnZRhImhBaW+q1dfmpjsUnl53Rex3vOMdeOGFF4JnL774Is6ePQsAOHfuHI4fP45PfOITeOaZZwAAe3t7+PSnP40f/dEfBQC87W1vw87ODj73uc/hLW95CwDgd37nd6CUwrPPPntnAE1mEJVwXoVgAnzCfBeACbSn80gW14KshyebR8J5WnKBQ/mND2c+TBmArS3G7AREp4YXTmqfV5q5KyvDgBnBRVaAHJdAUoP2pkFgQxnc0sDH2RFgKlhk7BAihi+KvaO/hl7ZrDpQeCvgbWwaXsPsh1JBnY3kdl89NlQZtTClQJUxrBAsHxdA2taOE6A4I26pHdvpnAoWL8eex++DmwreOGunrRxa4CXSeKlq7clHRPXYugBoV3cirNvepnDhvA0XcV8aN2Yt5QW8lzwbWCbAYZRPRmcmto1KO8Mg6zK8IYxFFEsIPT+EYLF2GOwRGP62Vvj3pc9HPGCrrZPnh29L2PqkoQ38lkMK45VMb2xIjA8FAchxAQIh2ZnoTU8ah3GONggIcyPsaIsAVKpphIvbw+W4SOixvJj1jCcqBHG2tDAGf3sc3yRhzjtDN5KafN2MfqCYo8bwbZi+1fam/EYJ2UuC9aCXI2F1aYjRLANuKOSqbD9naFmS1j3smhpi71oX2bAEBHBkdQ87+10kt2okpAJyOy/1ugVkXaO+CeSKGQfzchE5BQHpXgWVC+Q3QoPiNK2xQBNc3V5BXhVmXRFOrWxh73yO/Ws58qrUzPBtcBdQDXbSvz4YYikb40tX70c6qwzjKTyMFBduwUO01cQp29KqvclYId8sPEkLxpEMuSacXt3C4NYML93aQF0BOYp2OKQ//BOCIBOFs0vbeKZ3Ca9dXMfndh7GpMihFJBRNX/8yGKI71Vt/W3jFvVLURDkuEZ2owTlt+Eq2/Aaq6XMw70AdkUXn0zvxfHBLp5evYLT2MJn9s5iPMuNsCTcZwi/T5vXF6AGhEeXLuOru8cxmeUOD25sonFNxrX2artdhs537pCJbiQzfhOZ4tXROh7JruBzN88GKpQU96V1LZsHZg96eX8dD61s4vKtZVSlF0hnowSr9T52hoMQNwSku9oWN9+MjfubMNs0HqdYSYaodufFAor6CmBnr4v712+gd3OmvfVtSeRHSvRvTb33Od7fA2AQgrA77uDIwhCbNxacG/y4qJq2CGPzqqZWrvPrT3/8x3+Mt7/97fjH//gf46//9b+Oz3zmM/jABz6AX/qlX8L73/9+ANr7zb/4F/8icOH5xS9+MXDh+d73vhfXr1/HRz/6UefC861vfeuhXXju7e1heXkZ39P5IaQiCl4UTWQ64B3mr63bL4gWPrf1dITz4W3F4zIEiNpwL4mck+c2w0ot4PNFdyfT4nWbQVFFtfLMaVvWeQQ8Jhqv6wy/g3SYtrlAFOeP58830s5BiW9CFD1ry4OWfG1jYYUgMoJQYxjbGrzDXeZQ2aO6DyhDB70XjS/6K1uLc8u30ZHDwH4nY8v5moPKtLxrL0OoVInfK/4zdnd3w1vyb8P0Lbc3nfq/IpVtgfUIiSQAhFrdgcoYK58mCrWShqEipFJBQURBRw9OQuggkvUdlAEAUehDm1hNyNdnTw/0hMuSGkQClYqP7w+b/MRNpYIUhKLmPuNf56QIybgGZRKqcxBuNFx5UqNSUtvtHpaoGwaym2ghd1ZnB2zJt+vn10FXiSBnSvfvm+Z5scnwJEKhl5SY1BlqmsPb8AJRfXlSoybJ5tj8JGcKolSRV9XXM+n5nie1tvU+UMC8fV1CAJ2kwqxOzVzQ9dgbxba1be1w6ZDqa7a+O173gpDJGpVK3DwNadCdJSE0zSrr+TShUgV+7/L/eqi96XUXdADgN37jN/CTP/mTeOmll3Du3Dn8xE/8BD7wgQ+490SEf/SP/hF+6Zd+CTs7O3jnO9+Jf/2v/zUeeughl2draws/9mM/hl//9V+HlBI/9EM/hA9/+MNYWFhoa7KR7Gby5/E+pOLwgYXuprvpbrqb7iadKirxu/g/3hCCDvCttTe9a+lvNA/h7qa76W66m+6m26aKCnxi73/7nyfofCuku4LO3XQ33U130zeW3miCzrdCuivo3E130910N31j6U4EnTdesIQoqeU+lMidnqNNwW2aYDqA9nmcN8g/RwXlMDd0XEWIfW+142G/naqZkUvFzMRiyfwQhnGpKCwffRdaebkdvrayjXwWUNGu5nZbtbE5L1x/CShLrZqXpOzlnKt/C4fL8nrqrM2r6yBdr0MkAlDXQBLFcGrLFzfV0CE7oNztYGioWB62L7dTNyPdv1oBWXaAekDL8zu57T5ItSLAVUvd5n2ryllMI0xXeV4ScK6lqZN6WjKP3ohmHXGbNA+thgbYuuL4Pa7KljV/O3rSyGNgUKoAdlvgvJu+4TQ53UWaNAWdXl6iVgJFdefbs5SEblZiUmQgEhCCMOjMMC7yO1Jb62QVyjqBUneyEHVKRjUgBOq+bk8IoJOWmFWpV2MRQD8rIIXCsIgC/90JGRVazWU5n2BS55hZnH0Tj29FSehcL1AvJChX2BgJrTrXywoMi06oskOAqBQojVV4tZrikc4IwzrHuNS2JXMiwzQT3xssaq0L4nkqQ4fYF4QipNsVqtXMOzs5LE7dEJODzdlJHaJc47FRzVrvjDGrU+yXTdwG5dnvLKnRSUqM4vGACb8wrDHbyEHZ66i61rqdERbyGWoSGJc+HtrXU6cUhOXOBPtFB5VK3HgmUiGRSjsgMSkZa6dQ9eDOVWBtMNJDe1wUQCetIIXCpNR0LZUKWVJjwt2oH7IuAUI/LzCrUt9P8w6kY8jhK4er7g0v6FRvfhDU6YKk8G5W7XcBZzysvRQJ53RA5wNzOiC8J6PUMzIu/o7BJPdopB/AuWnVMXDMc9JOBUgCotaOB7y3NOY5jWAMj4kZHBOy87cAKaE2VpxXNee0gOBcSAde0jgjY+wK3HNrSwF4T1hBIEdijBWxwKCRgMG9gIFCAaThEjp6ZpMioCpRb96EGAwgl5fb8zHYgnYAxqxHgphlfGNvchYv3AVyzEDbepyRPMOHkNqxgIsb0w5uLCCq3T3IpUXfVqsjg5YUuWput50xcPE2ed+c1zrWFu8TRFiOC8BcgLC4DHxB6ndqdxc0GiNZWwU6nagd0zYfq4bjATaPeGG3vgTDnf4dOCjguDHlSArjLUDXS1JoNDGHBrwO54DAlhWWhgioBEiu7YBIoTq77miLpiP8u423JZwDE5V6WuMEHAHv2MS4lHeupQnOsQhg6AIXXAwdAeAdDli389bXhTK0JqYxzjEJII1jAqEIdTUFPoG76ZuQLv3fTkL2LJOv15CUhCdOXsalnVXj7Qxo5ZwaDK7W4V/sT3F8eRcXrx8DKYFBb4Zjx67ia1dOaKPgAwy6bUrTGmeObOHyrVWUVermxYGJkYilz++DOgL7jy8AQgfIPLa8h4s313T7Qnsie9upl3F1tIyLW0fBXUoHJBJAu3tnci6IV/pjPH3yJn7v8insTXquribu5nD4BHj3qrfpqwA6Nwrc89HL2HvTIm68d93BIhOFh45cw6RewsWtIw1PdXJUQw0S7YHL9K+Tl3jz0Ys42pnh9zfv0V7xrBc1i4uDBBbWRSGVDsAJeG9sX2eSM4Ujv7mFm+9dC+2Qgn1vTnK0mSCN9zgiHbT0QJgCEs+8wxpver2VG3h69Qo+ffMsLu6uoq4lGg4KItg6eYnHj13Bzd1l3Nhf9HOCgKMfv4XlP97Dtb9+FLMTHVYBS8GUoaD+4IxXtM4ss4fovty3tokzC1v4g8tnUJaJH2MLtpuvFGx34XZLSFKFM6dexnDYxaXtozo2HIBuXmJjZQ+XbqyZAwqBxS8PIQrC3psW26BrT6adlYUxBp0CV7ZWmJDIEeIRbbf+o0t7OLW0g69dOQGlJHqdAveu38LlaxvaGQMYzqK12fBLJAkPb1zDZNrHtZ3lYFyJADWZAv+Pw3XpDS/oUJaA8pS5U7WMC2da7J8ImI/QsxoTdBL23tg8qgxeoLEePCx9UG7uaN7KMCwq1WVRAVQBSABRkXZ+ZBgSy+hAEVADAqRhTzSzRmkCUZPxLqkZG1LGLaMiXbYm/S72QmYZWkvorSteCp8BwsXmCYQYV7aFgQZgCQqE0HBLCaGsCyi+kiN4pABZ93ZCe7tqMLuB1zXz3HnYsnDY5xKhhzIyzxCuWc6nc2GGCwtcQHIMOTPYFGzMXJ9YYrclZOERAkLGvoVFWMa2GwsZnIm3DYroe+x5zAo4QZtsLAP6Q+wmRob9b/TLghG7sCEzjm35DdJj19oCbg4IABR7deNzTtqBs1UJs7bZXGSCi54ywuHGelsT0ghJgP5uuiFMXXrNeboBKXTTZr5SaoJ22nxM2IGEpraM1tjfAFppi0MnzPBwmRUApfCCDOn6qTLfFUAJQdYGRTWbwhU0bUh0Piho74pKCznuQIYIRF+PMfzddJikOhLoOG4OEEDeKZEPFPZ3e6g71ktTsPBbkl9fi6tT7Kse6lyP28rqBHuih1mSMQ+EEXPIkwC6gxmKLEWRZnrOM2G69UAlhiYVUJmE6koIQVhanWK36juYIAlLgxmWlqb47O69Gg9c0Im65htib0x/ZaLw0InruE7L2ENfxwwhvw143BIagaiC7xEz34IX/UlQmb6VoRRQXV2nlISz61ugROK1m0dR5839RRv2w7gHJvQ6Bd5x/BUIEH5782GM6q6+WeDw39aQm3TsmYRASmhjcCUODhwivKAlmDBib04EADlVkB2FfLmC6mqDciLoeDik/7hANi8p056Qph1QKITNm0fMN78AoITEC5PjGGcdvO2eV9FbqPDC1jFUlXR4atuaJqKDrw5P4NHjVzDNMuyO+kAN7T02EW7/UF0Zro0Ix34fm9PROcvTbdWCcKE4gkcWruPE0V28tn3ExDxqme8th5z8kZISrxRH8fCx63htdgS18cA2ETnqjkR3ucJw0gFIr0OplJ97BwmoEeBD9LC2NIaYAnU1b0KxcRLALvo4t3AL2YLCZJZiInNQV6CzWGE06frmAziEH++IBdrBACurY1yZrgBKBOv6Tm6o78ydyrdrMivArcmWXjfiawkwV7DsJTuBbSP6/ITWvWN7BZ9sZJlit5GQky/sKawXLmx5oU9iyf+REA1Xs+67cRktHIA2Bo5onfQ8uCqvj+LFZ5hGl9cyjpxYxEyzJRTu5PyAOlmRgzd5NOB1q87VwYQiLtE44S0ui3DAnJARLUbHbCv9B3iXzByogFs1bbobNPuMCVI88XceISE8Fua4HSugUNRJDnvQb9ZxW7/jsUTUZlhUfwoPCwAtAJrnlsnixRs3RRT2yXyQECwGDitnBU0V98/MdhX1mQne4e1is0u6PGsr3iTc2jOvjTDhbj3NGo6HxeZ19IjTDPuOfQax96wDGnaQGScbTqOhKidg3OjbP+Fvo/lSicv82dgh/iclttZMWupOMa1Spi4i0MjUVgcAKRUWO1PsTvQtkZCEtf4IN0cL8PRe+GJtjJkgLPUm2Jt0m+pBdg0cIOTEcCWJQi8vsG9gsmTm3NJNXBmtYFpkmCvkuDaixWdJlSAsdic43t/DV7eP61PsQMgRUVnegXjzbvnZIJExV2oeC+Dk8jYW8ql2IT0vFpCBWeN4inedehGTOsPvXX0Qw0kXSglPAu2ij9tnSSYKSaaJTF1KqCppvzExjIJMFNK8Qrdbot8v0O/P0OsVyLIKidT7l1ISdS1RVVptsaoS1DawqQCSVCHvVOj3CgwGM/T6M+SdEkla68CYLXDa2Dl1mUDV0sBdwwW5bEuOUMEJWHUlcWFnDZ+49hAeXb6Gp49e1upVDq+8z6YaAobTLl7eOoaH16+h1yk0D5fouUCJ8DdWjj9oIHAOkJi/FuL5TAJFmeKF3Q08unoVaVI38TQnObDY3/XhEjJZYb0/cvOSlMDuuIfl/rgd4sM0xzasskpQVCn6ndkBsIpgKc3KDMOig9XeGACgSGA462DZxDeam9rwSDoY6UI+Q5pwBhcH19WS/kxsY1ICb378MhaXZnpcWNyKrFfh7c+8im6nClXVBHB0YYy3nrsMAfJMAfS7x09dx7kTt0KEC0CA8B1nLmNjYeie2Y9eWuLPnXsNeVY5RskKs0uDKZ64/5rmDVlEcqGA0xu7uHdj28TVYcRBEu65bxsL3VlDXz9NFE7ftwuZ2sCdcMxdZ7HCxpl9CEtFDBMpACwdmWLp6KzBYAsiLJ6eIB3UYX0EQAKdewqIhMFGpGPgdAXopD4p92tFf6mXBOpVRpFYe/VaYu4bLXOrsUhSoDiVRa5LNUFUuURxPIv2B42YailFuZYzHJFbMMWRTOuTC1afOcGfHcuhErCAozqpVGJ2NDdtmY3aBEmt+gnK5cT3iTHpxWqOum9sOTivLYDZeg6Vmn6xgKsqAYr1PDwNMfDUnQTlUuqCy3JqXy5l2nVmRBkIQLma65NJNy90fZQIFOuZv7WwXIMiqEygWo4cexhBpl5MDQ6tMCHZmAovdLH5QRKojibscIAJNx0AR7RAIsyfhUUMCFhCU2ARQLZeQ3aVU7+0c06CsHhkpucov7lUhCRTGKzpOAO+LbNW+hW6S6W5rSWnOioIWFyeIu/Urpwdx0QorK2NkMpmsNUsVVhZmhh1UgTvB70CywMft8atFwks96foy7IhXOkgjBMkZiPgAY3TlLCyMA35PfM971RY6Pt4HlbwgRToDUqkXUskcTf9/yMZ5n21N8butIfDu2T1jEbHRE2fGjuPTlqim5bYm/bmq8BF+1eSKHSyCqNpt12oYfMLwJz54dfqYm+KaZmhYnr+nazEycEOXt070uhnA8K4fpZBSMIjq9dxfn8du1ZlrQ2WuXC2Nciex323OGRMnxDA2mCIU4s7ePHmcVSVd6/bqMPcbKwOxnjXyRdwdbKEP7p2L2azzNyOwJzyi/a+mGdCEpJcM8p1JaGqlpMPJtzkncoLNWkNpQRmsxTjSY7RuIPJJMd0mqGYpSiLBGWZoKr0rUtV6d9FkaKYpZhOM0zGvlxZJloFz7bRnyHLjNDTwhyTEl7gSRVkWjtVvtYUCduqFrixv4jfvvIwTve38ZaNC8iyyuE3ns+AJuVbowVc2lvFw0euIc3rIGaZ/RLukG3f/U+fV8zNGj8nAs7vHgEgcGJh162jYOT4nJlXLQmUVYoLw3WcW7phcK1fDadddLPK2de0gXkogcN83Z90sdSb3vZMwwW3VgI3RwtYHww1XCSwO+npOmS8FvnG5PvGf07KDDUJ9PNZiKs73Jfe+IKOwdtUaf1krx4iHKNRWN1lxkAAcNe5bZOkgARBNE89BSCk0ouX4NTZYJgSEoyfM3r0MMxRJpQPzsnoRJ7WyPPKN0H+/dLSFGlWm8jucAywEIT+2lQHPuRCCRGyvMbCkQkEW7W2zmyhRmfBByMTltEVQH6sBLrRSgAAScg2Ks1EmheW7qiuQH00ovgGjnpRoF5hp1+O6QbqZQlKDbKkLwMBVMuJCeTqN1QIgDKBaskbhHuECaiOMEx/8AIAUC6lUF0rEDCqBNJCRCLCImYOlcsZ2k6BVFeiGqSeCWef1UKqVVJ88y6Vq7mem0oFzymVmK3nIc5NfXVPolzNDC6YYCEEytVMw2FwwPswPZGzkyzbKS3MTM5Y5x3Sq4UJoFpIMD2Zu7Y5PLPjKao1JtwxQEmQP2A185CIQJmAul94Q1Be5wIg71OsDr8+s+MVslNVKOSYebD+yD66ywWbS1ookanCw8/cQtoNx0oQob9c4IFnbsFFcSY44fTImSFO3bcXMnomPfP4FZzY2Gvs5928wvc99TUdXZrdGgoFHFsa4l1PfM2doIJ8YOCHj97Ed95zycNg1qUE4Qce+BoeWLvhbe8ML5SlNf7S41/Fcn/qN2/zt7Y0xnufeRFpGs4noYCzJ7bxzideczuAIB/0961PXsK992w3N+G76ZuTzPyQUmGhM8XOpM+WT8x0te/wAsBid4pxkesbBQEs9yYYl7m+HWrj3Vqq6+cFijJFVcnwRvROGAunjgss9SbYHfcYb0M4sbCDYdkJ7WnupHpTz2J3io3eLr62c8wHFZyPIvYiltLi/aLtFbXm6+UFHljbxIu3NjApcn8OyemFYfqFJKz2x3jPyefw2mgNn9+8x9hNYb5wE4BJkGkNmSioSt/gtJURkpBlNfr9Ar1eASEIsyLD2AgnRZHqWxorXAVtWTiYNBvDZsZMmZsfKzSNJzmqKkGa1uj3Z+j29E3PXIGn0ipxSaogEq7aMgcma9Nibi5+58pD2Oju49kNc3jMcW5prq2CgKt7KxiXOe5f24S0dlIKPtaMyS+LGJZoMgTzNYKZZ43ntr3V2dnAI6vX9K3OvDSnWvebgAt7azjaG6Kf+2CgdS0xLnIs9qZNvHO5Ip42/DejD6NpB928NAdp81epsAGnoW9hBtkMmenfeNZBJmvkaRW1ZRer5T+afVa1xP6si5XepBUPh01vePfS3/UD/y+kWdfry1v1DcO82hscZZ0SMI0BlSC0z7F694wO8Oe6QjgmRDsDMNUx4UTUgJzVoCwBKgUBqZ9ZA2HzJyODYve9JqTnbwKJhNpYdfksc2dPnKFIlwGAmkIhygY5tIKRIn/zIBDcYAgbuBMwNw2mEkWaEVbxDCXTV8/gOmErPrGwjDmp4BlVFerrmxCDAZLl5WghWjg9gx4sYPtu3r7Gk4DvW0NtDL7e6ObAtWufW3uXOmQqm+15PBIR1P4+5NKStgmxhNnBTy5/gzZFgkuAByexiya+AzzBlxHejsnJ/ISwPui10FQJYynCeb2zBxqNkGwcg8izsG1pb/rIw2v7bOxshCK3lsjeCtlPZb+zuWCFUgeHuakQAiIR4F6fbBsQAFKjcy7Cd1rYBkDCOSDQtEFAZgQlBMSVHRAUqjNHTBkgzRQKSmDjPVKqHRcgJWSJwowSqFTbBII0/UgSBSH1IYpVT7PCRyerUJFWK9HjoJ2ZCCJ00wrFLAUp4R2W1FpA6qQViknq6ZDS5TKhIIVCNU30DTeMEwIy3nYKQFUS9XSCT/33f3TXvfTrmOzedM+//n8aZwR6DQ66Mzx+/Co+f/m0MVYGmhyIiL7rskIADx6/jpvDBWwPB4AgPHb8KnanPVzeWg1vdObt+IJwan0Hk90UW9UiZKH8rW8MygFp+bN7UB2J8jtynFzdwWs3jkApbVOTpDX+3OkX8fLuMVzYXoOLeh/1zHfZ99GBKQCRKLzp+AVIED537SzIqlcFjCb7bO2vede4DYl+Cgrw19mc4cxHLmH49gVsfGCGm+MBLu+u6vXXhicj5Cz1pvi+ky/i0ngZn988rW+5HFN5MHKFVJApgWphVPRiILUNTJbVSNMatRKoytSrnfHkCEv0yeCQM4Wjv34LN/7SurZfMW0E18kcBl6P0DhLU4UsrQAIFGWC+gDVusQcxtRtt1Mt+TVOtLD7nnuew/nROv5k8zSq0hLccK7bqZBmNZ44dgnXRsuo/7cKy3+0hwv/93swO2YO8Cy5p3g2RuvQ5Ytexxs1+23VLfO8wl84/Rz+5MYZXNtZ1raoViCK9+qW1u0DmSi8/Z6v4cZkES/cPO5sfnrdAhtLe3jtxhEs/OkIcqaw+x1Lt18H8TPocTx79BZuDQda/fSgW1ODE5koPHPqIs7vrOPW/gIgCA9ubOLWaICtvYWwn2ZvbQXO0LVjy3vYWNzDly+fCrxAqvEUl/7uPz7U3vRn4kaHzxLLrLhDglhH3dnlmM+Gyk1YfXzQ4Zq1jAVaJikA1UkARZCz2ldPvpwTNhwx9n/OU5LN7zwmcc9oPo+rxwFKThgJftt2XXnGgNp8rg7z3DLL9pXz7ka+/0E7rB4Hhz/ddu21bVpBHunrcM9tPwQTBCisx+GB94X1Px6tSKXO90FF/VBNIUe01BHXB2jhUVF4kxPdBh1I+gOcRrCruD22AXB8WAFDCgiOP06VBLyQE/QJ4adom/UsEyf+MW6ZACeInGqgo4WuT7xu1p4izdSLuA8A1XwhsT4oABWCtWb5GlFDG68ymOyBhaq8cOTscUiXqUrpHQUA/ma31pu+QxXzklYribKWkX2ehmNWp6hIeicFxvsaQWBaZFAMb/bgRQmBSZWFNtjme6UkijqNbBHNuzJxAtVhmdu76RtIhkFY7E4xqTKP+yA1FlnwNk1rdNIKo5n2HpUmCoN8hp1JL1wqB6QkIW1Pg54+IJsesIndtlKttrY/7QbMyWJ3il5a4vpoCbGaSqNKTnvY9gSh4TzV38FL9jYnLhygS7T8sXe8by1Ciq86bOTEwi7KOsHVvRXNZPLybpi07Ui/U+B7TnwNl8fL+PyNOxBy7C1OSvoWp24KAkIqdDoler0CEITJNMd0kmv1M7cvm3Zi4YR/NuBgfEObjQZ/5gQLPRakBMoiwXjSQVGkyLIavf4MaV416yJ2u5MprRFzUDL9ICWwP+3hv19+FPf0d/DEkatOYAoNlT1pr6oEL946jtNLWxh0ZvphxB9RUD7YJFtwcNsH4VwkgbJM8bW9Y3ho+TqkY+bs3D64Of5IKYFXd4/g7OJWYMMyLTIIod3MByVa9oHbJSKB/WlH3xDNTX49EbSd1860j7WetR8S2Jt2sdSdzllrdCA8+9MOeml58A3YbdIbX9CBWRfmJNbffPAcwiFanxxDYyYShrj9jr3ZccIGqyrg6SQihwP+U0BA9ZpxcJyAYvOzydmYC/MMmRV5uhbZg7h6Y4abMZPWYUGDvvHNB7wOzTQ6GwdTmT8Y4QtOhJ+8cndbY6rgBu6ckXZUIe5ABGdAZDjo0WaHSGhzAgKvkzPIvFmh8d0Qini/he8bF/gCtAjYC1YiAsVCQIsqnMNZkCj8HqiTcUaf958VFewT0Xs7Jg3hl09OCxeHRYRzxfUJzeSGRrCWozF3cMY44c/Jg+w2/LDvIuin758AzC1Iy1w39eu1z/oQr3O+joWtD1qdtFRungd7MsGrm3K+xNAZR5/4GEV18BT3zwqMxN6LBtwUuNy/m76Zyc+p5e4Eu9PICYBLnEkP15EA0MsKlHXinBj08wJEApPikAFJBdDNSlQqQVVr1WC1cIDHvdtMCykJC92Zc0JgBZTTC1u4Pl4KYn3wKt005nSZt2dIz7mlW9iaDbA/bbPNaeOm5iyQmBFszcL2IKbKPqkyvLx91Hl/ahjDm7x5XuIdx1/BTtHDn964R3vJIl73nORuOgTqMr6Z0bdEeUc7FoAAJpMcs2kGVUd1EiBKxljw25iDVObsnmhTbSq7bbmw7aqSmIxzzGYZcqNS11BpIwFVC6hKQqakbYvn1MfLkAL2Jj383rUH8PDSJu5fveFcbAdl7PZBWpXq4t4ajvX2bS9DdsINcTxnwv4GpJXfdMWJsxqAUztb6U6wvHCQANGe/BoRuDFeRCYrLHfHbr6REhhOu1jqT+YXppZnJsmZCrQ2RtMu+nkBeTvnCQw92+M+lroTpyK4P+1ikM8gpfK4tlt0sEQF+LInAmZVhlpJ9PPiYG2SA9IbXtDhp5lWWHHbReTa1TEWbH0HNyxgeQzDoRI4tbWAqbH1s4FsE2SEESaEopDIM9semPdCIcxj8unfFOwUImoHgDntthkYY8/rNO/srZc+8Y5vLxBOMnaCT1blyG7Cto02pp0LEvEaIoSd5VSC3xpxr1j8i11N1sZHtP1FbQo0n8Uqaw31Nmp/BoACV9qR4CLCT/fOCExCWLfaaOLOtQszFiwfv8VxY9XYgW1lkZMA4ctbuG3ZINgne+/KsMkZrQPfLF+MUV0x4WWCixeeweZ4W98i2Ogwz9kr5zGP/ebr0OUnt2k2hSU/V/ntj4t/Y+tKZQN2HmPL/Z7TPX4TY3/rQqwNm8+p7+k/cuZoFBzeODU/In+TPZdBvJu+8eQ4KmOfM/OOA1rRHi0stpyWelMMZz4o4kpvjP1Z945csA66Mwynvo5vRMjt5iXI2CRYWLO0xsmFHVzYX5vbxyYrSUF3IQhZWuHexZt4aeeYuy1qn6Vt8PNNMdrsG8Wp8U4vEw3T1niAWREFQiRWVuibtjcfvQgBwmeun/U2OQAOEhSE1E5SlBKhswGzqSepQq83Q5IoTKZGwFGMGHBBRMC7kg9QIdq/836w9+6QeC7QEcPBhSlotbSxcWDQ7ZbodEt9e8PKaGcFmnFKspYT/BaUkRLYGg3w+9fvx1vWLuL44q53hsC3O1b2+v4SLg9XTBiAOePgiPz8RDxfW1bGk/lCAtMyw8XhKu5f2fRG+q3tNx9xsMoqxdXRCk4vbvvtRAB70y76nUILGm18zgFdUx3J6D8wq1IoEujkFZqTnW82/vGw6CCVCp20BABMy0w7rci8rXkAF99DI9qgaoFh0cFiZxoKOneQ3vCCjktswtnN3TIowUSz9ME6pLI2PewUNTiBNaehjq7wd3bwIoaPACag+DpEy61roxuMsRKGCXRJUTgR7Hdl9GqsPYLFB6OdseBgjZMBaPuTNnfEgGem3ekiGbsKxgS3JcvMxgxavInHtwDczbGDOQSpwcwG7oepRQhgv6M90NfB4/AgFCbiZGxNRJA36v4cvAhDYPiNznwzOt4Xix/XQBM2jnMr/LkXDPZ4rGPcuLwtZWJi1VpG+E9bf2N68QVrDgGcoO6fH5iI5bHrhuPJ7hgBwTX1mzXt6AGr02l6SPYwpgvEGEXyz6zQE6in2SoYPxMILjZZW8Bo3fK8gR2xrYt7GOLjwl1M87ZT6bPLeGDupm9GytMaqVT6BsbNozmMuv2080oSFjoz7E+tC2fCSneMbevUgNPVtqqFZt77nRlG087teLv5idU56M6wPw2j0a/0tNtb7WzBPK/9PtNGLtrqP76wh1Kl2JosYK6w4B5HC/NA7jFKAd483Vjpj5HJGsQLBfuqzisThQdXN3Git4dPXr8PsyILhZw5ndX2ONrhAEVqjNbDWbdboixTTKa5v8EJhJuw324dH/YmpiVR1sYH8Ays7rZPEkANlGWC8SSHAMztTijs6Nsdq8pmbn7iycHxCICUwPX9JXxu6zTeeewVLPUmziYmyG+3eyVRVCmkIOfIwHeN2csG3XWEM9wyW77NxxEcvK/sHcWp/g56eQl+UxhU1TJHiH0hAi4OV3G8vxuodhVGoA4EC9b/NuFvXjdIAZMi16p+jYzNxUPQKoKTMtPqatBOBcZFFtYRsXYtP1w7+zPt/Y1yMT/bAenPhKCTZITv++6XcGRtFIwJCb3Qvv9tL6CbV55JIAAKOHNkFz/41Av6ys6akRim4G0PXMBTp6+6KObuhkYQfuCRF3F6dafBOC90Zvihp76Cfl42JtPxtX285+mXtATOF5ECnrjvKh5/8Fr0XAcJe/uz57GyMvGr0jBzSafGk999FbLD7F/M3+rRCR75zmsQgrnZNRvn8n0TrJ8zV54BE01YenqCZE2F75QCZQR6K4BcsEWo39erCdQTCWP6/IZRnkhR3mOvwyyl0e/LU1k0qfU7SgWGj/W9xzCGk6qfYPRwv9UmYXa0g8mprsOPe0eE8Zk+ymV/8mgpCEmB4YMLOghd3K9egtG5BX3zZW5uhHlfrOSYnuiZ7AT7DwCmJ/sol5nnMiZ8jO9lbdkhIYLqphjfuxgynaYP5VKG6fEeGys4FbrpiZ72DBclEgLjM33UXW7wrOtWnQTjs92wLSO4VYsJpi6CtOsxAGB2Ike5moZE1GaRApTIEO8AKAeqRzJQC35pAcD9MmTcTdn0BCE5TsYbX7jjLD00Qb5Y+jltX2XAsSf2ITn4Bs/9QYF7H9rSJ7W2mHHosXZ8hKOntKt4G0TT5rn37DbWVkL1AEH65PqRBzeRZXWDIC8vTPDkvde0eprFhcHZyZU93L++FaJWaZryxLFNrPbHXkgygolMFJ46eU17eLNdMugcdGZ47OR1p3LAY3wtLk1x5Nh+c6OTwNFjQywszg61b99N30gS7v9+XmAWxM85TFldPk0UsqTGxNwuZEmNXlZif9Zt8uqtzIWes1IQZi0qZXeUjNDUy0qMph1HDoQk3LOwjSujFVR11MeYaXGFmtXLhHDf0g28sncEVRxpne0TIEBOa8iJCut3tzS3mdwNnVb9a9Cd4r6Vm769ZjadVxI2FvbxzOpl/OHmfeamLM7UUi5Rzh6HIrhlQuj1CkipnGvnRt8iAUfMTH/bDrDaUhsDeVsJNM6v6bKcRQH/BEFUZo9SAtNZhlmRotspkXeqEDzSN1mktFc2tN1MRDCpWuDlnaM4P1rDOzZeRZ6Xc/Pb7SGTNR5Y20SSMFpt6WUDAS34O2g6cfgaN2babmW36OGeha2mYopNMQsEv2XYenYmfQDaNb2DnQRGM2Nb0zbvbifsBB0QWvWsMztgCoUCCJHAzrSvvaUZmIazLhZjO52Wsm1g7M866GcFEqv6dlD+lvRnQtCplcAXnj+B3XFXM9wEpxYyLTN86eUTKKuIcRbA9rCH5y4fgxJwAoGlfxdvrODK9rIuEnlIeuHGEeyOe5roMyIxq1J86eoGCruZOeGDMBzneOXaqrbLN+WsTv7mzSXcvLngGGmXFHDl0hJmk9Tk1RUKAqgUuHlpADJr3XtVA2ajBDtXe/pEKrCxECj3JGZ7bCNip9LVlgSVsjlRpyWSm6b+eHMoCWLPEKlolciCICemfWcQqHc4MVX+1osXqxWy7aqp1kOALBXSHeZ2mL1PJjXSUeUJPsuTjurQpaSlKoqQ7RRAxYU7U6xWSPdLX4+9fYH2qJeIFW90AAEAAElEQVSMq9abGDmpIGfWzSIXXIBkWHqHBmyjF4qQTEqn1sZveoTpN09CCEBKiIq0xzwusJo/Udbe8x6DXwtdghFDT11JCu/q2+U17+x7B0TU8UD9zn8q5hLdvSO3V0IwnLs6E+3ZLMChUbmrMsFOL1m7EkCPrx1y72SikCz4eDguJo4UyPo1chc7igL+Z2lx6k/MWNUSJrYNFGMydT86aY3VxbEWqow6qs2yks2wMRiFjIW5jTmyMkQ/Lxs3xzIhnFrfRZ5XxrMkzFgB/W6Js8d3At1qe0O9ujLG6WO74aZhfjx0ahPHVvbBD3Dupm9uWuxMsW9Vzw5kJiKiB6CbFigrqQUIAfTyEpWSWmihqPic1O8UmJVZ4DjgjlJ0uDEu8kBtLU1qbPT3cHm44l1BAyDj7bS1Lsbd6a2BsNiZYCmbarWjNicE7IGc1kj3SjTxFtLd4C+qw/0WgEgI51Zu4upoCaV1pyiiIsI7H/iuo6/h89v34MZw0Xsba7tRsXuKVJAJGcN8gN/OaFW1Qtu7TPNonNoYcN2O8xo5L30963ueMMSTENrhUnTLo2+FLHza8clkkiNJFLrdoqHKpmoJZYUdfjsTCO/C/dWVxJ/ePAUBwhPrVyETb+zfYPABFLWeoyeWdpvxfDhL4jvmO8v2sQAPXGXQfZIXiljfXtk7inNLN7X75uBWC81E0TQ1qaoTXBsv4WR/J1DSGE472q6loXsd9alluseZpkWGLKldvLa584bVuzvpYTGfOjud4bSDXlZCcmcTFjduibK1ytqYFpm+fYvjAx0yfYPHN98GSWjp8tbNBecuGmzt1ZXElWvLJlquZdg0qveLDvZudbR+q7VdSPQCvbi/5JwWcFsfoQRevbWmHzDPSYKAEgle2jyiPS2x54DAaNzB1/Y7Xn3NutUFcHOr7706mVNlErr+1y6tehfSNpE+3bj2ypI5mWYzRgDjUYbJ7qL5LZg6kMB4MwvzszS+kDddSScJBEmo1+AYQecyWAiIMQEjhPYPpv7klp20Vkr0dac3a9QlAR0EC08QoXOl8IvCSpdCQJaEzmZh3F6zcgJI95kPd8ugG6KX35w5vDlhQGjXxp3rzFjQCgFEEDOFfHOihQrrAtqUTUZls4z5nm3NImJrgFSEfHMCcEJq2ypq5NcmDD8C9oYo3S+Bfdae8q7AO5sTBCd5TC2xd4ndAjLCLQtC/zy7pWB3+NlehWzX6OlaIcj0pXulYGU83q3AKGozJhY+BYgCyF+0kni4Ocg9AvZrBx/f46pLJqMjkn72j7/ShfbIR0G9VAhs/vGitztjbqhH2zle/uy6vnmy9mVCz9nNry1qHW5p+6KARDM5X/rCce2ljrbhApQab0Of+txZUAKIBBC1ccqkgM2tBVzfXdA3wammN0JpkJ+/flT/tqAZvXoC8LsvnfO3omyxl1WC//P5hyCUCGmAAK4PF/CbX3gIUALCBL21eLxweQ0XLq9qWzDTXzL4+sMvnHNBle+mb2ayc5Sw0J3ixv7iIRhPSzx8xkE2w2js1cSWuxMMuX3OIersd2YYFzm+7kFnjD4A7Iz7gdraclfTlN1p75AwwdNq810I4PTiNq5PFjEts7AaJhTZp9VyFmmtEWO6MU9ujNGrHwlgrT9EKhWu7y/hFI2asFqVtVThmSOXsFP0jLOCCKccDts3SU7IAc8vtMvoPK8wm6XefXKQovp44gdTB6VYeJiXp+17jMfWsl5oCz6hvYdNJ7nzHDfl6ngAqJZQUEhSpfFjiVVbmwQURYZP3TiH7z/5VVwdL+Hq3rI+QGY44lrF53fX8cDpG7gxWgzVC0XbauMPYoSZ3LHAwoUsnl0A10ZLeHr9Ipa7Y9waLniWJp4yLV21dREBV4areHrhAhKpUBkhfFZmep3MK9w2znPy1rVEqRJ0sxLDKnH5nJlCvDWRPuxIpEKeVpjWOWZGVTBLaxfrqzmn2MCyMapUglmVYpDPMJnmd0ym/kzc6DjBhtifiN4H+Q1zZPklBRMfg3kysB9WWIkEKHfjYBgmdxtg7XGA0DbGNm2exXYBAHwcHVZexIsnLsNO6rlxtBYa2Gl/7IbY1RtTfPgyjYUiGNy6I0Jxw21WgNvR2LrsTUvAKHM4KGqbfzIVBSnCwrZu951VHqjnsQLMtiPAQ4sQSHHeAOaojfiPT6Z4ocfjETG61ktbcMvD23b4jGC3Y8E/IRiOW/piUyCsmj8VF2BjFHPfwuh5Jy03gxx2Pg+cbRm1zInok/eJz1XWbwHWZ7tGmaobxYCRXs/abbM0v+28pkDQsp7K+DKwwoxu2z+39QLQdMF6VWP7p3VU4tctQFHUcRGfbLPpT04g5HgElIHT2R8GaBW6nGw5bb+bXveUJIReWmJUGL1KOzdh52rbYtQDKQSw0J9hrKxOJhnvbcapQcyFxj9rggShm1WYzHLMXfeHSUYY6ealvpWwTQnCyYUdXB8v6VsnvnW0tWftV0wFFtwkqXFmYQuv7R0JXUoHdYQ0NbCjm9dg697JF6GOcXV2eQuv7a6jrqPbHI4CSTi9uI2TvT189saZMFhrwwDPl5Gp0q6jIyEnzyvkeYXpNJsj5HwdiZFu97tFuON52rYE9+yg/eJAOBjdJGA6y1BViVbPi7yuUe2Di96uTiItaH9+6x48e/Q8utZUILaDMbCPZzluTRZwemkLjvqz4W90jRNoVs9tBUURvSaBokpxdbyCs4NbkBVz+nQniYDtaQ/5oMZid+L6qZ009O+8vqhuQO8Jk1mOfqdA0MHa0CiW3f6qai+cADp8wqxK9S2TLdDKA0STjnRfhkUHC52vT6X6z8Y2ZpkHw9AEsXMEIPcnkPuTyIsRI6SC/dlHLbwd+O0jXwNtA8Nv7yzDY/kz5f8cs8NhsfUTf0/Bia0wFKjRD/jv7oQ4MEznfWpjjMM6vLveFspJrB6uThTdMAR9Ei0URvC8sulUoXGcgHDMLMPfWF2cMeZ/vP9sEXOVMXeLY94pO1iRcOEKh6gJ6m8IBeyHhc8y7ZbBMYKJ4Ew2hQ6ZKbpNYi8ioGwbZh5Ic2MkI2GEWFk3r2LqHX+P2yUfM4jjOxj7Zn0EuJvCwAtb28bg5gavj/wrG7eITzDjPMPVzz0UGiD82iYWuwrOlbuFNY4o79ak7VfLmo6nLk+USu8F0UPDaFVcwNM7/sztH87rGgzNM8FMLbPDVRfvpm96ytMKAto+hi8pAMiuzpBftbfKETcltLe2Tlqb2xgtNPWzAvuz2BgNwZ7hktD2OQLkVarnpUPMhyRRWO2Pg6xJorDR28PV0XKzjsMwLYZJXeuNIEC4NRn4SX8gTGwRxLS/rV3LDEccqwBwdGEPszrF7ngO42iYy36nwFvWL+Kzt05jyB07zHWaQN7xgIvFQ07IybIak2k+J7bSIVJN+s+mYJ9hj/m2F7+Lvs9F+WHoRewwISpfFCmKIkWvW2i1M5as3VJal/EQhYCRdlX9yu4RjKocT65f8SpXPLkpJHBpbxXr2RD9pJ2RFpx4H9zB1jbm5SIlcH5/DacWd5D0qKGGzvO3jovhf6oqxc3JIo4P9oI8ZZkizyp/KBfD1rJ3zJsA41mOXqcIt9VMzvXOSKSdCNjbXJDA2Do1ELdb+mydmq/DmRV0KMhymPTGF3QsTixPKZsYrhe7UEvdoJCjo0b4sYyJm6DsedCcWcdajQ1G+BHgNxjcjSy/wXHMTzQhXRwfccAys2XtzYyzydF/QbwP+yxmSO2zBtPawlQGHrv8bAz60MJoOoY9YAajHZgLL2B9aqO4rvlA8tFJcld5zdd+Mc2n/LGdjRUmXMwczvhz2x/eBrvanb84GY4pxgVYvf7TTRXWJsHf8DSEborqDF6yn/a2wgUwFb5/rb8RfZ/TTzuusZBk81v4uIDF5y8Mgw/BiCtbFPGtXZsQRKb+WKWDz3MGr7eHEe5G1bVFcLZxgmDek8dhDXfa5fb3WKgxdQSyLe8a5wlsfC/SD2JhhtvniBomcKp/1sCDbdvWD3gvk67OO9hN7qY7S2Yu9LICszpF3aJqVh7NUR4L9yaeIU+1Sm5hbg46aWmEpqwxndsSJQLdTqldyN7OFfVBU8G867bo4PfzAnlSYXvKvK3NBcj9F1YvtNra5dGqu1EJcsWCTCs3f3DTsCcqPLPQLqJPLe7gwu4aKDxtMHn0/iIThcfXrmK76OHi3qrPe4CQk6QKqhZeyDHJCTmTvBkXx7Uv2uvmscIEPJfHtxiEf6arhz7baNuK7ygd4P2trBIt7PTmCDsd6Z/z4Y6qq8oEn71xBvcv3MJ6f9T0wsb2x6JMcW22jNPr24CgcDpxBLUm0aDhrQhu4AAACWxNBlAksNodaSdLhyC5Lgsb06vjZRzv7wZxhAjAan8MCaXVx6Nyh0qmsVmZIpUqXN/tULnq92dd7Rba2OmMihy9rAwZ53gM43EyaVzk6KYlknnuuA9Ib3xBRwIAoTsoITMKJ5EAREJYWCi0Wr95Zj/TrEa/q20PuMMBAOjJEt2kcowQCQIlmstf7MyQJsoxIlYFToIwyAtn9MaFigwKvY6xcxDCOypRhDypkae1v3llDH6a124Sxd7GZM54P2afAQEIbp3FhY7E/LnEqGKKcMY4YYaiMv49CdHip144vDhGKj7ND/oSlncqhA4+csWcuqEVAOz4SMYcOyFF3yrEp+VOdREEpD6KfSBYAV79ircHC7sVeihUC7S3ZwEBbMMB33QRxrEhFnOJX8c7xt7AL2BudVifLcqs0NFCxImr/lFYtnVvEsIfINh6Y4bDwaj0n10bqeXOOXxs3vA5YIWdoK2o//zm0HXI1OlubGOYKDDwd91yggDnECwMYOqqfvzsfBaWwShrLzDa+vmNsq3aEHeSzOGBFW4s8xcJqiSbcDveytgjEnum37O+R7QwuJUy5b7euAV30yGT0N44x0Xoitm+pFRqg/IWIVxAOx4oqkQLKUJ72puaAHuHTb1OgfE3qrYGACD0u8bWhwkBR3v72C36KKrU5LrzlKY1TvR2cWm42q7dQ+6/eaAhJHLsXUxH7ENDqo8u7GNS5hhOu3ObEIKw1h/h3MItfP7WadRcZW0OaDIhsw2xhgUhzWp3kzPXOUS4qENYKrZ38P3mNmkuWg+ZWofgdhXMcc5QVgmKUgs7IhB2BOpaQiRkjOwPqJq0K/Pn9zbw5iMXkWa1Z6JjtJLA1b1lLCUT9POi8Z5v+825An3IFYAT7TEHpLpOcGUcxsIJirXMI4rfk8CtyQAL2QzdtAze5WmFvFuDMkZHBCAntQ5cHQsaLd0AtJ2MUkK74z5MIh1Pp5tWSIxwNC1ydNIKiaT2qUHsL3o+rbRDgiypD4PWIL3hBR0CIFPCu77ra1hbGfuH0AzTymCMH3rbl9Dtlkzw0Gg8u76D9zz5EpB6dTf7+d33X8CT91zTFZkJIgiQgvBXHnkBp1d2XX1WaFnqzPDX3/Rl9DPblh/Nk8d28Bfe+oKWlgN1H+CZh67gmUcuB7CD9AnSd3/PKzhyJHSbLQjIFmp8x/deQpJb2xXPKK2emOLhd9yIhBb9cfTxIY4+PGwiUgDL3zVBum4cCDjmjYAOkL6zBrrx6gfqYwnqN0tvBM6Y7fJsguK+lAkJmiCTFBg/0IXqRNwgAJUCe08NtEcXh3ydpVpMsf/Eghee7K2WEJhtdDA50wtxa25aRvcPUK4yl89WrSqVGD6yFLqXNsJD3U8xfHjZq9ExUIujPUzODBjY5ObV5MwiqlXjYYELa4nE6OFlqK7Fh8UXoHopRg8u+1sIdptUrHUwOWuMmEWIr/G5RRRHOoxBFo7h339kEXWHCRim3ronsffEgAmn5ITZ2XqK8YODqB39N7mvi9nxSF3GMBBk3UtbGEzHVUdg9B1dqLy5EasjEvWbQrfTwti+iAcAuh+NMpBA/9kJ0qM1R4Mm6l3g/u+5BdnhQot+t3C0wP3vvOU3TiZ8bDy0j7OP7oLfUNr1/MRbrmL1xMgJA/Zgotcp8a7vfhGDTqEdF5iDC0BgY30P73jmFXc+4FBMwKMnbuBt914K4uuIWjNE3//wy7hnZS/ok4BAJ6vwA4+9hKV84k/sDIrXF0Z412MvO313FxwUwL3Ht/DWBy67gw++kT/20DUcO65dT9+90fnmp0E+w9AKBzFD7lL7OPTzAuPSCxaLnRn2i27jhqA1CThX0FOj+nZHKWKMhNSC18TUJaCXzEZ/D9fHi6FdzW0r5j8Jq90RCMaZgbHDaBwUucRf2k04ej0XPSENTaTC8YVdXLI3NA1GUNedJApvWruMF/eOYXfS89tM7IHLFpMKQpC2y2F1JalCJ68wnWXzb3JukyiXjbGZxz/Or2TO97bfba8OKn+bJCqCKAhlkaCsEvS6ZRjr0LiellnkqSwAxOwxSuCF7WMYJAXuWdw+UDgqqhQ3Jos4ubSD4FbH9CEULkIEq0xG8hrnMzAfB2b7vTxcwYn+LtK0bmYWc75HOadlhkmVYbU78ngRWkDod2bNVdKxhygIp328VuxXpdvo5eX8DkUTrahSUAF0hBa+SnMbq9V1WzrR0kebqjoxDhGK9gwHpD8DXtcEaiXxiU8+gFnFumto7s6oj//8yScxKfJAZQQCuHBrBVf2NYGmhJ1yEvD758+A68mLWugT1Frgvzz3CKZRPAISwP4sx//nC49pTxh8QyPgys0VbN9agKolnHGXmXRfevkE4ILSegZN1RJ/9MmzqMbWQNq3V40TfOkPN6BmhjlTcIza7o0ORjtrWnfXnthK7WVs66U+s3+wwOsv+1/sgsa8U5oY0IxQ/WkCzChgCAGBZKsGjQ2jZ5+bG470Su3pBfkGBRE6lwvtGjuFz0AEUQELz48hZsblr5QOznRUY/DS2Ht4Ex7O/MbMn/bb9kzfexfG+mQjEghQK/RfHUIWtVFhI9gj9GRSof/a0N/WsNuYbGsGe1HhhTidOldHniHle3Gt0HttH7KoI0Kj4xH0Lg6bHu+IkO0WSEd10IaFpXttDFEZNTauVqeA3qUJxLQC7LGlgVV7XZuG7r5N/9KRgiyLoA3bv/xGCVG2Ez9Bxs11aoUdXV6UQOelUp9ACgQ4FPsE8SrDkekvhACuG1ukCE9QAtUrKdQ+J976O5XA1kt9527dJUWYDVNsvdJnzIlph4DRjRzTOBSRwdXm5UVM9nNAFN7ZgBKoSomXXj2CokqMuquFlTCe5LhyfVmrtaW6jL1d25l23ak3nxsKwLXdBYzLzDgiYOBDYHfSRZkkWji1U1Ro16m3hn1t4CxdAQDArE5NfcLxgXaJTosMVXU4FYq76RtLUip000rvP8DBTFH8UmhB5+ZwQf8UhEE+w7W9pcM1TppBF5LCvfHrTGlSIxEKRZkDmYYvTWqsdMb46vZxNE7uDwLMLmFDnk4MdnFtsuycGYRCjp3AcwRErnNui7Q2y7g9s2RXByOUKsH+jKkPivBTCMLxhT0s5xP84fVzt3fRLcjFyuEwS0lajbBI59vkHBaHLf09cGodUNzvAXMqaBEcCYzXLpV3K32YthMBOVWgTKAoUshuiU6nxHSauf6T0up+MjFOHObhhTQ9+9PtU3h69TKuDJcxKzLfkUBeEbg2XsZTG5fQSSuv/hkLGsTnVEu7jpg2YYmFT70t6JgzAoSlzgS3ygWfoaVq/oo3oZTEjckijvX3cWVv1bFUkyJDPy+wZcvUpN26cx7pdrCbNCkyreXUmAsMn+YnQXtrm4kUg16BUdlFrQRmVYpOVmrvaTEy5g8joASmpXZmsCMG7RnnpDf8jY5Nk2mG2hxn8sB5ioQO5mV+8/VS1AnG09y5duZ2O5Myw7RKQ+HIjPWwyFEpGQr9BCiS2Jt0HSEUzPVzXUiMJnlgV2FPimeTFMXUx94RgLstmu5nqEvpJ4rloRUw2c88k8WYblXoeDlcVUgY4+x6IlBNomlhGDG1JzSjyAQZPQEB7HIEsXpLgtznQUvJdUJOCcnECiWeGYQiJKOa6ZR6AURAIJnUxmYhXBWiJiQT5rubJVkR5Ez5VwzGZFJpjydxUgQ5Kr0xJycMSsfEcQKT8oKSKJUOluZg9xNBTiuIkr1jXZSTKjRyt5tLbeBwVXkuQJQKcsID0JpNiQA5qiCKOhgSO9bZXgnJx8veSlQK2U7p56ETeIBkqpDtWffSFMCT7tUa95a6+lEJh4N9F4qQ3ay8YMrGRBYEse1/gxXHLoA9Ro3ZOiquJ1BTycrp51QDOxe7oDpSUySgnEjsXO4FuANpAW24lWPnZiecM0ao2bw8wHSoOTpOB+opcPErPVRlou1lSJcRAIb7Xbx6cd0NPTEcXbu1hJc310J7aABQAl+8dhxbo772sOae6yjjnzp/GuMi9+p0Ju1NO/jTiyc0vWF4JwlcubWEr1w6xnZMP7dfubCOm1sLB6nR302vQxLQNwapVJhW2SH4wIimSUKeVDpQKKzQVGJcdvy8uk3K0wpKya/79oAzRZ2sQlknqNkctR6XhlxQuMMkpcJGfw9XRsteo7eNiZwHIB0iX8zMAhAJ4eTiDq7uL8+/jRJare7J1St4bue4vs1ytK4dp0mqHKPuqpGEbrdEWSWoYrW3Rpu3EVfYa1Eqt3/dVsiJtltTQ2u9DUGqpXK3jaWHmFuRu23V9fZqs1kKKZUOwOxu3Qk0Je3Ec57NhhWKSODi3ipqkji7tOVvdVrgnpYZdmZ9HFsIjfp5Vxtzam6fooKi+c5mKesEN6cLODHYDdTX2qZ5o2nTDyLgxmQR692h1gwyFdgYOFLqgK3ZjSnvTLOBucMlMC0zdNOyxay5vRCRwKjsYqEzhXUpOikz9DPGs0R8cniIEaZR0dHmH3eY3vCCjtNhF+y3CD/5H5i9hmU4nGDEhRD7FwW1tO0FRsYBQPrP2adQk24JdiMb2GzZ54xpnauwbJ87A2nbMG8oElgcfOSZ7Lb89iaF8f3OExY3UrcMNHHEsfducjPGGQi9qgFwLomtIGRhIV4ngx+2DZaHwxF7IovxSN5dcwMPHFFawZoJH4zi8DEKBE2E73mlHPe2XxzOhgARl+N1xyTR9KnNC1ucnIAgGJ7BCFKMb9Zu4DWP49xXGcxPPjbcwYCiVvsQVw0BIGWEJHjbEwXWrkAbvoP1Fmw+5oXdYwNVNYZfIAj06cbYboOpBC30XFln26fg93NCtHbgblvavKhx+FudFpH/c88lAnW1tgC8zm4palOAAjp0N31zUp7WUNBqGe2obnlqxiqVWle9rFNAAHlSQ4KagUKjcvx3Ny+Nt7evQ9Bh+yoEoZcXRm3NT9C13gh7RQ/V7byG8TnOtwdB6OcFOrLCtvG2xsSDOR2b92xe1nghaVK00JkiFbVul5fltEQQNgb7GKQFXt1bDwODtjWVaMIRCJaCkOUViICymDN2PB10+hCVpUz6mGG3S63oZHtBTCjm0tEIBiGa51+HhQUAKYHZLEOeVzr4pNB7BSVSq7BZ4/t59ZO2+fnyzgk8tnJN25jMg5cEru4vY2OwD5moVmGjfWrR/DyMNs9LpASujowzAWvsLxpLwn3nLIVjiSpgd9ZDLy3RSb0dTaUSEASytAJlAuVG92Bg5vUDGo+JJGdz08jcAvBwpoUT+2hS5OgdRlgJ7I/137jUzgxuZ58Vpze8oAMB30v7nQs0FpHmNDQQgAyToJIDnlumSBJIeENiEnAGwa5tBlPMbDXs8Xh77HvA7AN6wcfvmR0EnBG++WO3Aay1diLnmhHNdg3DFzo0jpJxVezyiwgJrhFev0CDKASMJGNeA0BN32IiLVqeH8Tku+YiPAWMOhj9F81+BdRRhMx+kATrV8szvsc0SK4l7rZu1i6vM5aRuPAx71NEODbrxfd7Dv7sGAbzraVfgjkg4N1vo+oWnuh3c6/38933IZrXBkfEvjfqDm6qPFwkhReAuPBg27L1ku8rsZ/2toWjw013toZ53wV5QSRszz8jSdpTmqVfLU5VnMCTwXhV0y8tLXNTicXNISGa/bybXvfUzUqUderVnQ7iCNn8EADyrEKp/A1KNy/N78MPWjcvXfDNO0rxXIXui71dAvSyONIb4uZkAdbRwoGU19YZ0YEjvSF2i55Tr2ugqMH0CDRbmrdLcSY5OH3A0XwP1/eXQjsaXqOxqXl85Sq+uruhVZ1aM5L7lAl5IcecliaJQpbWYbDK1zm17bxz9+3Wd/YEhZpb0SHadtm/zv7VSqIsE21LLQAn7JjtTCbqQJiIBC4PVwAC7lncCW+BXH36b1h0UJHESm8crDcnUASdakow8RbM9+WDUHdzuoCFdIZO7JXs0IkwLTPM6hRLnYmrgwiYVamOJwTLa86B4sBxJSglUSmpvT2Gp+4I1g9L41J7S5MG59MyQyetICQ15+K89s3zaZkhT7TAewdT8M+GoKONoc3GDfgTBpYHiAQKCedq1TEVVo3ZMgDCMBpOeIKP0cPqDG6VRJiHpPDMkPD1wsAZ8KuOKRKeWWMdsAbP+kBe+fJuAyEvcEQMoD55tnqbgsErWFn7W/h6jCBFseAIREy48M8CwYMxnJzpbAgnCN+xcQs40oChNoifd5MTt+e+6nKtxH6u0IKIwkUw2WS94MSUU0TF+IZi++GqjPA6j3BF4+xi7li320H/0fzN6+FClxVkZPR3EG8R3ErF8As0xts+s3XzPExYJ9lWlsHZqJ9ljIVA26f4PZ9n0pBMGaqrgRAclHC8Ow1BW6Vd67wvTsCA9+YWH75I49kRhoYkZOrSz8nQLJWaz8S3Y3+D/XYHNqkJIGpumVXqv9PrFKPwbmpJQruWnpYZyN5UuLkTH+Q0UzfTbqHtBOtnBSaVrmtuHQE90FHKZ2Vou9r6PYAtTgQptTekgtn6SKmwko+xNfP69IIAWc45KWftODAFsNHfxY3JYuSdzPaJwt8x8zW3kTl9NI+ypMbawhi3pgstGTxeV7tjrOQTvLq/zjVlw3xmfGSi91CtBidc/zqdEkWZ3t62x/bpdv05RDWWZB0mX0zPwpfthdqyf0OJdEwYgvaGqysngATIeGFrFQ7YiVhVJXhhbwOPLV9DmmhnEI11QlqlcHO0iI2FvaBOp9zAt5sW3DSmQVt/RPSOBCZljmmdYbUzbr5vqyd6SYmEIoHt2QDrvVEA57TM0M1KNp6xkBKnuBfk/p+VXmjy625+VbMqhRSENNHjVtQJpDC3QqJlLrbMYQu3LZsm9R1Nrje8oCMqgiSFc8dvGW8RcPEuhNLB0s5sbEPCxL2wgToVsJTNcP/aNmRNkDUg7Ngq4PTiLo50x5C19qEuaqH/iHBmeQeDvICcKogKul4CMtQ4sbKHTCnISsMhK4KsgF5WYX1lBGlideg/bXy/1J9hsT/Tvx3seiIurUyRJZW2ZzFG30IRpASWVyfGEJzAT/LTtEJvqYBVLRMm2KVQhKRbQ3atUZItB/23CCBlzL4yRuYSoAXhyyh/rakygXogfR1OnQ1QuYDKYQI48qtQgurwWCkefhJANZBO7c/fMGgDu6pvuTkDh8mjMom6w4zhGT7qXgqVCB3007YDLfipXtJcUARACqh+6vDA1fQoFdrzTXw8Z+DQRuMUwQ/tSY4LG+wdddJwPCxaEqHVE2xfWWHKEu0C29RDLhYNQXWkOcT0Y2nxq3LJ6iIXXJMSAeVce8d9ls4YPrg9ipN7b9rqJnqc434JMt7YfPuu/ymAVET91UnkFM1dC6eCzLVraxE8125Kk9w+9zAIIiSJPnG1Hvzc2lNWVUj555VZuyDjDl7TDWmeyxpIlUJH1u63qMyaroE0VciE0ipmlgZUgKyAXNZIiTSNsTSl1gcUXVlDsvyaHml39plpS9S6PShoeiYIqVShmqwyNElonOjAqU0c302vU1KEblJibG5ByP4XnBix7xHv0U3D25h+XmBcdFrqMPWw8rJQbg6UVRrMe5fi9dXO+wAQSJMaikSgotZJK2Sy1ob8ZNoX0LSCF7fcY0vVMlFY64yxOVn0dQRlRPibPxdorfu2SQArvTEmdT7/lgaAkISHlzfx6nAdkyIDBScfQGh3QhCSGrdDmShBJFCVB9jlBMZyc/pC/i/QaDZf4mGb1xTP4z6p5S+qjLtXjshoc8q01QP4Pga2BOw1AcVMB8CUktx7rUEugvgxjXoJIBJ4bX8N/bTEWm/U3rb5fmu8gMVsam4u4KeWgT+cu7ydaHzYeAT4YGNkv6ta4sZ0EUf7++3dYG3b7w3WRGk302udEYQgl29aZOhYlb1WGhOnFvphkDArU12X7bM7zRONGkBaLVeRcDG/6loHfs2SGo00hw7ZftSmrtayB6Q3vKBDIEgoPHriKha72jCSnwp3uhUeObeJNFVuElj1s9XFMR4/dV1r2phnVhB+7NgNnF7dDXTuAe1e+jvOXMbGYAgkPh4OCOhnJd714CvopM1BOrI6xNMPXgnmirXzuf/0TTxw700v/Ji2EkF4y5suYnlpGlIXAElX4cG33IDM7UPh+rx8dIpTT+94HDFVt94DUyydGfnVaZlGCfSeKoBlxiTCrO0cqJ6B9rRj27FCxIpE+Whi8MTqFMD0VIbpmY7Hn1E1IgCTezugOLi30CfMw4f6OrAWRzwEqkGK0f1d1pYZUCIU6zlmG92ICmu7lcmpHqpFfxLpPLwnAuN7l0B581hbdROMzy60CkHlagfTE/0A53alFicGqJY6iG+wSAKTc9aVNT/OEah7iXYhbcfCfoJQHuliemoQCh8G/MnZAcoV5mHG9BlSYPjQElQ36hdp99L7jyyYW0jLmeh6Z0dzjO7vhcyDyTM618VsoyUaO6BvP1LJhwqAgOpKjN+SG//+Fn79WR9NUD4dxTCyR2oPAuqBFi8+Eui/Ywp5VCGYhwTIHuHM992E6DXBWz4xxcPfsxnGgjLz99QTO7jviVshyTexdZ797vM4ec8ug0//9Xol/tL3Pod+r2zs5WeO7+AHn/2q0zF2J2wAvuPcJXz3/ecbAYWlJPxfHnse961se0cFAiBBWOgW+Ftv/jzW+hO/8Zl958TSPv6XZ57zUcHt5ioFnjh3De986lVP86w9oQT+/JtexgOnbxkBtImvu+n1SbJW6IgKs/1EG4y3MeUB/kXAm3SySnv3JACC0M8KjKz3tnjg4p+JQJrWIMJ8D18Hpai+Tlbp2xx2U7GYTzGts+CWZz6THT7V81j3KRHKeT2jZlaGN7OmyDsnmQdvKxAOt4Qj/SFujhfQjG0Ed6HdS0uc6u/i5b0jkbOCZuWNmDnmMCHPKhRF2q6yFjPOB3gWO6hbt02HLcSb57Rc4LZ1HBqu23g/qZVEVUlkmVWd0kkpASEPNiokAmZFhleGa3hoadOpr7W1WFQpRmUHq70wJElrXw7bOcb+8N+MHcHmeBFHu0NIfpPEm+DTYQ4M27M+FrMpEkmOxSirBIlQ3klBW4eI/R2QZpVWHztwpJhAppRAUacuvo8igVIlTvAJ0rw5ZpKuK9E2SHcw2d/w7qWFlKhVgt/87GNQEq7HgggEgeF+B//90w9rtQ7AMQlCARdurODCrRV92s/4TwD47a/db/eX4HlNEr/25UdBtXBqMFZg2R938R//+EnUReL5UrN3Xb62jGtXlgDmRp0ACAl88fkTodMD817VAr/3u/cDJfxDw9yV4wR/8lunQLWAiCb1rSt9bF0JY8rYbgy/1Df5PdOpGwMmn8r96bqFBQJiQsj+kAzshtkWAlAK6Y0K6S3hNx4mBPVe466Kbae1INd/aQo1JWDAOk0EWQLLXxh6esbsSdK9EktfqVtVtjvXjDColBcwDCyDr7WfoKBSWPjqdjPStADkuMLCCzvGow0TqgDkNyZM8Air7F7Y8xSAC7U1YfACb8sXTEYl+l/bacIBIL8+QTBhGLfbf2XPG6DbDEICNWHx+V3Aepqz4wUgGddYfG7f3NSxzZuAzuYM+c3IiND0s/8qi+Pi6jNAKoKoan0L4woR5ESh/5kpZGGNLz0OkxsKcls14k1BCOAlggyOLY1gQwKjT3aBUoRlJKBmEhd+7yhoAnNgQe7GcHezi/0/6OhqHJ4EoAiXn18KDjpAOi6QUITPfeYelNMEgvYDxwXTSYZP/OGDmI5TL8gYunLlxhK2x13AuKPnQ/Pl8xtOVYxvblQDv/3SfRhVzKOTgXU8y/Cfn3sMO9OuOySw5W/t9/GJF++DqrywLQyqXr60jvPpajCXBBFQE/70xRPGBevd9E1NHYFOt8JMZhAKWjWa+AgioBEA3HgJoT2uFbXe0KQgdJKK3fBEBSNmlBJ9KlrWyetgF0LoZCVmZRaQu5XuGHtFDypiXgUAGBe3bX3j4K91R9gvuy7+RlQLAgJl+6g8PWtnYxvggyMoS2oMshle3jrGmrObte/hif4e9soOdme9UCBqE46kcSfNUp7XqESKWklDO+9QVfQA5vu2Q9rCREbbWJTiQw9qzKfboZqiT8dvC4RjHxQKcQ4CijJFv1egLI29k72xUdoxgaN3cT0gkBJ4Ze8I3n3yBVxI+x4Q7v3JqK/dHC9gvT/E9f2lSODkbAyfh839GYjgPwg5AtieDtBPC61SqvTGEZw5c9yFRd08HpcdTQ9c4FAdYoUgkCbKHGxw5iOCmYPbGBeBskqc6l/bQUAMIJH21ta38W9IYFZp7227aJluFq8iwqcJhzKrMh1LRxxefHnj3+hYfktIr18PIIgQbtQ+4qCgEALWUsMKGu5WVYlgkEmSYySolDp2BeBuc6ydTmUJtjlpFqSZXCgtuFihyN3cELRLXO6tmAsoNnYTPyYwc4QqsJg4Rr0GRh2lCuux+Syz44WcQIrzzLZl7JTGkKjIqwQxYcaq2zUWD3/Hk7npCMpEdjFOFY/VZXFt1fDcS2XHhbwbYwcHeXzG9/32Wc1cUgM+CKnFUytx8O02TkhqVl5FfQjwJHxdBC+U2AIWRqW8pzEzZ125SrE+mjpNOVGp1n1FKIIslRcgGSiiVpAld98tXJ2yUHpcOAyCFXbEy9crTDn9I2KGlHYx7frCbagK7bZc8LloX0+h8WGEEtd2TVAjeEYIfk5QQahH9vaVTyhAzRJU00TjjPzaAmn37ZVx7W4PR7SKILC33zX0ga0/Aooywc6euVYyKmp2TIaTDobjDvi80fRGYGvcx2wWemQSEKghcGN/oDcvPs+kCYC3N3COBfjp62iaY2+/GzCWJAEkAlt7A0xGufNodzd9c1IitJpggRQqFWyzun2SkpBIcvtJYgJQFk4NrcE+NFKeVijrOR7XzPzzHjtZirMLe6PDuHRBWM4n2Jn1/BKI649TLJsJYL07wq3p4BDBRj3+KJGBk43Gp22rzdsagOXuxNxEzVEnM3Aey/fxynB9rrMClz3Re0jsTjrNahTmRs7Z3TpwDjEPOGnl6XZDz+k63xdsu61NU/TH56rfB+4EDuJf7oDOkBIoywR5bm51zDiqWmgDd7sv2L06anNv1sOo6uB4b9+D35J2pn0MspmzLWkkL100X/DO2bGMtkL/w34XmFQZKiWxmE8bTfFl3cZa2FRWCWYqDeogpdVKO223KAzUuWPG3lUm1mO757Uwr+3muMzQY04WZqVWQbR5mkNA4VQDtGaI1HF4ugf1oyW94QUdAEwNx9M2wRlRk6TBnRMkA8cAbL7ycvyZXe+GyPJ87kDI3K7qYuTilNjnsSMDW1bEg84YNp1JOBsDKzxwPjOwxWAMYkjrKZroRmDhggBnSLntBE/Bb9FOyOL+BFSAonzRyuFHG0awC5l8Xr8IGeHAdsO+ZgJr0Ha0Q3JhkthnbOgezI02HEWbRrRfuO9thIdiWEQkXEQwEG+DXP+ImAvtoK+ssBv3mEJ7gcm9cOMSA83mjYiexQJmWz8jwTl8H5c9YK4Gc6alPeaJrBUOXi6iJbwypwLmHoVz0t9EwnuAtI/4FGfTIjjUDJghQASHLeaZEaAogJHlaalHPxONV3fTNy9Jw0BVat5tRZz8pEhlrW07DJOdp8ZG5g48ruVZhaJsv0JwB0PUAk20jgS0vVrgiEAQFvMp9ma9RhkS8LFVOE2JYRCE1c4IW9OBX5guv/3BvzcWdfgopgEWmOh0e7U3wtZ40CQGkfH65mwRV01sn7C+MMk225ysRl1J74DAOB45VOLbR1s6aAHHNLDBrLfg8KDK+B7XIgAf2P5hU4vtS1kmSBLlPHnZfKQASQfbb9S1xGvDNRzv2Fg5bZNcHxTN6gxLnWm7YAKguXmzSXYQWuckpQR2ij5Wu6MApmA7YXW1rRwigb2iqz2vsbEpTKDO1jRvmHl75rsiiZok0qQtfkpYn307rXKnugZoBwV5oo3Xg6ncVp1Fp+FzplWqBbY78Ez3Z0LQAaCN1+PfnNEQ2vtQ4DkJ7LtlNmJGwfF6fmSd0BONQ5MOWCbceo8yeawwZJiqNhu3WGXO3SCAMzMWJpY58lDlmCgr5PAyscqQqwueSMYbifWCZR9YQujaoDCvrSsWHuJ8HEb7PPgiWB+iv7Z+sKJBzBwPkBsb96x1EXKixvK4Pli8s6XG1br4Zsw3MMvgxxtRq/c6PqCmTcnqj2cew6XtO/HxiRjfAB+ubV617UNE7ANCT2EsI9eG9Pmjrgbj1rr/GrVM22dOMVtpIOuHYhmZ+mPLIW9r8gcPur/25Ds8lUUD9YAXROINi2y97JU7AAE87SFoAYfgVNjsTbDNY3ky6zky3BOaHeN23k6WjU+Z76bXNeWJgiLhA7reNvnByNIatdUqEECe6GCdXk1szsC5x2RU11rithC0kxP7Jw6oS8DE/fC3SwCQJjU6ssKo7ISb1x0wf2lSo5cW2Ct6c7LHfb3NZD2IJpgkpcJSZ4qdaT/KpusWwts9XByvYFzmB9QNbQciGCkztjlZWqOc54DgDhbdIboUPReenwEg28KZtJZvY6lx8Hi21dO2Fc1tk5fj3C60kG9tdXh9SgJd04j12BmDRcDl0TJ2Sj3GepvnxNjviduTvnYzzeFvXa6tG1Tz55x+OvaBBHZmfax1xoc6cOIsg3tGwF7Rw1JuBTSt/jYts6YRf1xBW6Mi+k76VidtsTVv1Gu+T8vUBS0FdIDUPKmbzc2ZZryuwghJ88hSW3rjCzqWt6nqYK00NnbLKJBfU0L5d3yiBntJwPBFTcv25/HMdPVZb0v8mW0HjLmy8FhGnMHMv5OtE2gxzmRMp2X22hId8A4I31nYrAc1C6MjrgKxoBV0MuhzhACuSuUEgShf241O241BrCYVCwrEPoOjiYgzlRL+toH8c+7S2D6MBUfeGcbnh7iJOOXoBq+heudgjsaWVxzMHdtlYqBauCnEXaCOxqtm/YyDp8Y3hG4uCPabwRjcBolwnFzWsD/EccHr5MJr46aS4YB3xtnZhH0XXMUwqIfhXTAgya8367ksWLu2ebJ5TXVWddYJGhHMrOsuZhd3QQ3+PpyyfCq7sWfTUyjlZVZxAO26m163lCU1qkoC09txeTaZOWXKlirRgg5pV9NFnTYnTbD+2FcBpIlCWX3j/sOzREGRZEIWoZNWIMDFvmnAFK+jGEzjiEAAmFbz7MX44pmT4jncyln51M20F7RpmTXIr9uHhVb2q+rECKkiWEtB7ZICd9KA9q6oSNxRvKO21Oj5HGbV0QFhvnByNtcUj+97MRLiDSviAaIqDifExwDHzzgTpFNZpUhTFQgp9swriJMT1wFgWHbw2ngthLNBbwV2pn0sdyZBzJf5gmA0AA41FM75xvznbQI7sx6W8kl7Hw6Z9osuFrOpqUPXU1YJsrRFuGjrQtt+aV+RFlS80DQnMytT1glSoZyThbJOIKVqj6UTVCcgqpDvKusEiawh7mBivfEFHQkkCeE7nrqChcVZYzL3+wW+85GLSNJI31AAx1aGePOZy4AMGSUB4LGT13HfyjbTsTfNSYW3nb2AI/2xd1Vt3nWzEs8+eEF7m7AMD+k8G8tDPP3gVbjTAvNcKOCekzs4e2InmD+a9yQ8+sh1DBb5sYyuWHYIxx/Z1/7lo3fd5QrL90XXsYZZyzdK5EfqVmY0O60gBh4IYQClVIDOSGOnROAMZN2XqE6mcKfo7FS/Wk5QLbONlsFRrWVevcEhV58wTk92tRcviwlTTnUlZse7jJ75casWM5TL2pibmCtrIkKx3oHqWS8VbIJIoDzSBaxLZfJ1UipRrnXZc8/Yq36KeikP8W64yGqlA9VJg27ZvpVHeubm0fcJAChPUAVt+U/VT1EvZmFdBo56Kdcuqx0uLGetPcMhlU5tzxZXqUC5koNiykaEupcE3uk4INVShrqbeBxxYSoSrFy/EqA8mpg+hwtT9QSqI5G7bVt8CSAT3iKwq5EC4hiADsL5KwAkQH7cXHczdTgSAmleo7MeB1PT5fPlEp3lqgEHSWBhfYasU2sqyvqdSIWNY/tIhQrGSxBh0C1wbG3kaIalDwRgsT/F2mDs174TiggnF/e9e3wlnEAihMKxxaGLSeCGRABZXmNlMNF2VRz8WqGTVej1ymDeEAASAgu9wsequJu+aSlLKpSUQuXWhf3hN27rSACApttJpQWCBmPKEt+njH1Q1WZfckcCLiFNaxQ1v50Q6KcFZnXqmPmId2lpsNn3hXyKcZU37c/C5lvLxo1qG0Lugj8Sroyt6VJngmHRCWPaBKf9nonWTYsQhIDRJy/osJRl1fzbnHmJEIzfXF77do+jLZXaCrYPxwE1k/8p5oAxp76A8t+uzUiIV7W+DdUec8nlISVuIyQI1LV0QvhBDPO4zJFKhSzhN0fCb+nzThIa/YmY/zYkCQ3/ftlFLymQSq3adRvZvDWNyhy9pHR2NAJAqbTnNRHN54ZAGj+L5h6ghXznershCIf4JHj1XGvvVCtt55PNqiCfLKxWRXNOWhJZ1QkSQUjuIPbBG1/QMXyNVQ9okz2l8ConwS1OQkjRrs4iJUGmnrngdsd5UjvJlbufFtAGqP50BY6pSSTp0wnFjOkMgJ2k0vqQrJwg7Vgg69bBxLWnxFIorA6mPgg9m5BpVmNhYFxtk7fbAICsXyHtWmMly7zr9/lq5QwrQXCG0kgAsY5wbppy1AHUcliPvZ1RA4F6gRuw6hVGAKrFJPRAY1WfwOLoANBOJvQqUFKg6gvGlHokq0xod8oMD2QY3rqbND0AmVT3koi+GiYz0W6fgyS0QKRj9jABw8IPQPVS7U6Z314oBQKhHqRcinXNUZqgWsyb1/BCoO6lqBfyCPf6v3K5A9VNQ9ybcuXRrlZLYTcfRATKJKbHIjfRBpZyIcFsjR0BMlxOj+Wolti7iMi7GDsczBQoT2dAi8eeelGiOMmEKiv4EUEdl1DHWuIUCUL6QAm56PO625ycsPL4ECJlz02/+isFTj6+C4CcCpowxOLk2X2cPLvvyoiycvA89vgmlo5MGxtwp1vhLU9d1kIQwG5IBI6tDvGmhy9zKcalh+/ZxDNnr/ibHiNrSBDec//LOLnIjGcN8zToFPhrT3wZy/2p7idzTX1scYS/+NiLTghy2EoE3nzuCr7rodf8fJPSgfL2J8/j3PHt5i3w3fS6pixhAsJBAgpPbI8pmKpYJ42cAdgUV2l+S6npeOwR7aDUcCpjUp5WqGrJ5BzCIJthXHVgHfbMb8URvAaMi8kUO+PIo1lr+TnPWdV2/TXppP5i9/2lzhS7s15Yr9H9tPyfCzYZkdWYDsQX44DhGyTNd+l9UF/vSABlVdqyc5dzywsRvhfBbTsrx+lYoCZzUH1zWubb9iFJT1kljUMZUiJk5qMGdVdEqBTCpwYbA1VLTKoMC/lsHtRz0gF54ikfCcn2BpPbtETD0axSEeTIHKCTwLTKIAUhYw4DlJI6UGfSIiAcJIDFcEPoGxqpbguXb1ugJh//Rhm1hdihAaVWXdojhUzMPLuOamObcSc3Xm9499KARvIfv3AP7MmutYeBAIaTHJ964Yxeo4kI3Exf31rEtZ1Fl9fZ6yjgyxePe/UOu96FXhi/9/K54BmEFmamswyffOGsDhZobWrMTLmytYjr1xe021sJ8PF/5fwR59FKMqdXSkl86fMnTD1hcL9qLPH8nxzVp1iR55HhzQ6GmzmcTYL9E8Do5a7JxYUSDevoi7lj0L2qHAGFAH2BIEjCnZibsum2AraNFy8pvcAigPwSi67LbHIEAd3zU9Qz0rF5LOMv9IJeeGnMynlY03GF9JWyueAIyG/N3HfdJc/gdy+zuEGBAELoXtj39TECLKcVuhfZOz0gus87syaxNoxyfnkfIOuFR48N1fq0sfvytpG8w01QTkp0z7NbO2t0QUB2a+Lr5+plBA1frAIIALVC/6VdRksIwrSp3WbvQsQUjwjdzamPrSJCGAcvj5jcYztvuQzt5Q15Am+3RJBToPf5iVknFnb9mW1WSG/Wwdg7fLzEJjq7zUENlJ9Kw+e23onA5u8sOwFB233pebx/vYv9m91w81EESOD8l1ZDIdisBUGEz/7haSgIgHb8ewVMxhk+/omHURvBl9OP166v4rVbqwBpRyCkAGQ6y5++cA9UBsSor0niP3z5cc3YCj/8ADCadvC/fvbNmBSZK2fIAa7uLOI/f/ExlGlmApnCeJQU+NwrpyAVeQcGla/3dz9/H6iyQONu+ialTNYoqu7tM9rE5kWa1JhOzYGE0K6ld+p++3BR9F3oW0dF4jZCRBsI1IivlCV1QwWunxUYloNQG5Vz3HOYWcdvGaFjZ9bnJIN9ielaSyfZT8pky2vG0GYCUmp1ucv7Kwcw7IT17gi5rNA4a3fehMxPadzvMrWrNK21UNiG929UyInRwpIsCJSJUDALKm/ZNM0rQQAqAhwO5yGHDnzbYO5F83Gw1x4i1bVEp1OZmzM4AUbXEY6HJZqebdCdk4kKMWDLEUAQGBZdLHSm2BotNOCen1iNnL85ZJ8KlaKfFdibtAR+a8NNoCoPZ6/XSUpMjRtmpQQUSSRSoeS4YXzq7bpiC1R1YpwRRPm43QTHFQlUKkEma/e7VgJyABAzgfLD1TInHfuixzid5/WtJb3uNzp1XeNDH/oQzp07h16vh/vvvx//5J/8E3APT0SEn/7pn8aJEyfQ6/Xw7ne/Gy+99FJQz9bWFt7//vdjaWkJKysr+JEf+REMh8NvDDhPb8LkCKl3IRusvngScJ145pZ6zrj4WyL7vQUuqYzTAWPMH9wwzSNgdr8h4zranl6b7/xENuhzbNfiiI+ZnYGNQtQpmgNK2zq29cRuHp1tkW1vTlnTXuOZsH2wdUSUR0T5g/LUNJXhdh+xnU8TiBZgbVkj+XIBzNavFKiqQGUJKitQUervdQ0URfAOVW3cWvOxYJPQbtKu7ngHgSeuEYFySfF3/mbH0So+RswGxW9IrC4nMJPvd2x/w/HE3nsvZbyMaSseewOHc73uHHkw1RanKsokDPu1Np/2oIPhiey7QOVNM4I+yJ8AUn82pGp4V9aujN4c3Um57a51KqCEif3AGAlTT10LH2uD8UcQ2pBU2ZMsh2Mttw3LHAoiyA+pT82msyyYy0JrQ6AoJKZ16vc65o63nCWaGZNoNeb9dk3fantTHqmfHcQ6iZrcDR+Ese9RiaPHgSobT3OqTCTp2BqH57+8Y4KoDG/bLrV+WmBcdRwIbkm2AuQ3T0eJBWGQzzCsWEDplvx3lCLmK05ZUiOVNWbl/BhSUhLuH9xCR7ZFdQ8rFqKptpakCtU8t9W3g5v9bE28qeh2hVLBxoDltwSfkUueTUAfhlBucd7kBw7dB15F2xgcpq4Ix5Y+B7cU9rYmPvGPnGIQgEwqfVsz180lMJx1sGjzxOl25DFAGee7mpW4LYwERlUHC9ksyHugHCKAuu/XvyItLPFbIQColGwXUFrhZc8ieOtaOpf2Yd6IPjA2UgcJrd3vWkmkktkMuT3KajVF+HLslBbY/qcKOj/7sz+LX/zFX8S/+lf/Cs8//zx+9md/Fj/3cz+Hj3zkIy7Pz/3cz+HDH/4wPvrRj+LTn/40BoMB3vOe92A69X6/3//+9+MrX/kKfuu3fgu/8Ru/gd///d/HBz/4wTsHyAgPdjLY09hG4owSexYbEbu8dtFKBPr0brAoXC/B+Fumktn3WCKkbXbIx+QQvi3HTLpnxAQhEdxUuQ0ppm6WMTbMqS5j1b9MGWvDYplPflpgGLmm33/OlKNRxhy3+N8xLiPchMbvntFu5ZvB2iWEAeNitS2XieHStUfN+mOmP2w43CAcoWS4ULURYiqgNMJNUYKqEqgqPcZcAKoqkBF8AoEHEV64VDeXGbUTp+05x1vLzhPjjc95M/fcC9d/7lkublL4stwpBRcu+Fprw6WDI2Io7DjGAkwwJgi9/KmDxpLDww4QeB47F21MHrs27WtWPXdD7egJDH1Q5JeogZ8LLPyggziODMyCvPDZrq0RjaMIv4gYDUShm+qvh6H8Fk3fantTIhVKJf24BnQ6ysyZUKFjWFhX0sLY23hBh8I6+DowKU1qU/52nNrBSQgEsNjUkRUmVdZgLhtwtXJWWrWul5SYVMzWMcgWbyIHATnvmW5blvpuppuWKFXinQS0lMuSGkc7Q1Qk/ZgRfD+dKpemScHSk3qc5qqtHcJdbgulnluXtf8VgPfEakBuq4STzgb9bH3GfswD/YB5fFC2QycCqqrJvBPNsdOh0CKnK0vc09sxJD/Kb+Aclzk6SeXMEZpZDoA+wFW0n0b94DCOyhyDbBYNSnsK5oQdDqVj8vTSMnhe1VLbybSBHKxLtKuqmne1O/ybV0n8UqCoUmQ2hgtp1/gpP/nnvFhcL+ukvh2S7Sp4c9Lrrrr2yU9+Eu973/vwF//iXwQA3Hvvvfj3//7f4zOf+YwBkvALv/AL+Kmf+im8733vAwD88i//MjY2NvBrv/Zr+OEf/mE8//zz+PjHP44//uM/xlvf+lYAwEc+8hH84A/+IH7+538eJ0+ePDQ8fhMBCwo6hyESwol+PN5EcFJK0LYjMdFGSKe82+YIIEtFhGYo3G2PiIJkOoarWYGzqWE01Z2m8/LmdxjIE+y7t0kI2rTunF1nIsHBPYerxzPBEXXn+YQAyAS4dEwpyx9v9q7LnFs1g8VR48oxpr5xQxCl+MYquLmIwCDAByZhiOW4bKvfCDGoFEjVzBED+WpJ28YIe2tDAEFoYTNJgCSBSPWna9P2n+NPsOc20CPX+Yg9jHEcOSGvhXjxcvOIo9sZ2TOjxhfgg8MflGdwxgA4ASmCnzQtEWauCoXAFXwAmyUCVpXM1OvtvPhmTWy+sk8Or62XCU5aaDE/BV9fwt+W2HwM1UwLka3XkOY4bVCufSPIOSUIbpV4nwkmGDJpRx6mDhJwBzS2PY96XVhwXLxB0rfa3pRIhaqY4/UsIin6QMoPhhT6RgbC2H0I1fTixedE9CxNWvK7xprtz0t6u6CgLiEIuayb3tIaNLsJqCYlhFQqJEJhWqXhYmgFAs0+xntvC2lxr4xqaj+bYVLm89X5BKGfFiAAM9XiUAZwsLZt3YlRZZtb/yHUCNs4grl5S02QVKdNbS+s075yn5Ze0Zx8bn+ZAxVvp61bdzDHQmCbva9qqYNR8uqVgExaMCVI48XYfQgAJ7u7+AIpKKMaHHelqFMkQiGVCorbormsYUeE0m2oThLyRrxQUISC3wRgXOVY747ax5uVb0x1z0ZgWmfoJkVQrlLatibgD2J4+B4S7yvmhyId2kEKQru4IRpjVSqJLPEBI6tKIjGeWt0eCDChvG1R6/8r9T/5Ruftb387PvGJT+DFF18EAHzhC1/AH/zBH+C9730vAODVV1/FtWvX8O53v9uVWV5exrPPPotPfepTAIBPfepTWFlZcRsJALz73e+GlBKf/vSn7xgmAeM4gPeWrdEEtWMOufMAafQ348EW5KNag/zAWEbLXemxWWh/JlK5E+LA7SzI+dzXHsrAVHTMn6nMfTXwUzyKXL2AExt+8h0jQpG5zZpDgdhNi7DMUYSvoD1bpnFDI6LvvPztSDhjPkPg/KIVDlkhlXYgGaNS0TL1DxKMXAVcDxHgi9+vVNKqakUBKmutnlYr2FstsqAxIcstYSKdr1agqgaqynzWcMKsYO1YIkkGNi68cGES/LO9vxQLivGnE+qE73sQ44jvipGAwCmynYtzhzueM83XJAWQSJfPHV5I/6xVYGMMvVf3JAZPW2MIUTjnIJzfvtrMxNcdHI1na0jD6Q62KPxjVZkbWGhBCvDe3swncdgsfInQHgrjZc1oAPH85GkaxTj8Nk/fanuTFOQMa+clUSkXANpOBusxzXoG07/RXle8xszvVNbz4/fcwZjruDIExQUd004Rq9K17RFzGsuTCoCIgqk2WcxmsguBVd3GKbJnlOi8vSy6QWpJy/kUkzpzqqnzVP/a7HOSRKGu5yB3rvAzp/4DodRJdSRURwakS9QEURKSce3IBGNB5idi+TgQdrBZI8GWE9fbyifcwZRrwROZuSfbbnA4s20dRCXS7QcFJRikpbMdCQiu+V0riYokOuZ2hG/5jTag9ybv7TQAJvhofGf1Tip9i9RUDQs/Y1GA55tWGbpJFTyvjMpZA6wW1FEq5oyjUemGaL3lCvIzeCuVBHF8apEg7ai46mZvAoYXAAnU1NKPA9LrLuj8w3/4D/HDP/zDeOSRR5BlGd70pjfhx3/8x/H+978fAHDt2jUAwMbGRlBuY2PDvbt27RqOHTsWvE/TFGtray5PnGazGfb29oI/wAglUuEH3/5VrC+PHXNuGYu1hTHe97avIu1QwLQLAu49toUffPxFJ7RwO6vvu/8VPHHiujsZtWVTofBDT30FZ5Z3AnscArDYm+GvfceX0csqHytD6r/jG3t49s3ndU4Vmjk+/NAm7nv4pv4hhFOXSRLC02+/jMFKERETQjao8dQ7riHJmpNheWOKs2/d9XZFTB1u8PAMg3unjPlzuyvSZxSwrK9+rdqNUATVESjflGif/BFRK9dSTB6xQdUYt0XA9GSO2XFz6mepoxmfydkOVKfJoFMisf9wHyqNqIUQqBZSDO8feObStkmE4kgH05M+CBwxzm96egHVUt4kyInE5NwSKOcqIQIgguqmmNy75Blru1MoBdXPUS92jIBTO69qRNA3NK03dQCSlNEGLfBQXYMAqKW+GfeQwlWrXZRH+x5/bMxmJwaoF9igWGZeCkzPLoKyJMCtEAJ1J8H47EALEoF6mkC5mmN6vOt+OzsfAUxPdVGuZKHwxAWb+MiKCKojMX6oZ05U+Q4oUK9IzO5jLr9Zv9TpBLQh3SFBcPvxkAIW+TiaejvA4hMT7XWNIxACvZUKG4+MooMQ3be10xMcOTUOh8uom515cAf9pSLQVgGArFvjgUdvht6AzLuVpTEePnsjwo1O9x7dxpm1nQAVgjTT9NSJa1jtT4yAJGADhnbSCm8+cRXdvGy0tdSf4tETm/7QhaVTy3u45+hu+NzQlXs2drGyaJxc1IQ3SvpW25sSoUI3xi2JEhl6nwScSo612ZJCaRrh4rVEdbY0ISShVknruztJNqYMceFCEEolIyGlDZaQi+JkIjdxgqzw1j4L+eGF8J/22TwucE6fu2mJyQH2ORDAcj7BXtkN+9uWVVBDCJLygFu0O0yHWpWtQqwAUgHVO4zb7xa+k+G1MdP4cLSVa2vD0sCKms8blbUnO/el5DYEcNuU/22ZP19taeZobMvC4SUCZnWKTlq1g3Qor4DUgK3106RJlSGXoaBzp5S4UAk6SdivOrDRmTd50Vw70WBrOxmD80ZhC20orFRKBi6hayUD99dhm9E41qH341pJpHUYLPag9LoLOv/pP/0n/Mqv/Ap+9Vd/FX/yJ3+Cj33sY/j5n/95fOxjH3u9mwrSz/zMz2B5edn9nT59GoAWImpIfOa509gddby9jjn53Jt08cmvnoGqhFcjM8LHtd1F/NH509ril+CdDgD44vUNnN9ZCVRzBWlDsj947Sw2hwuN09hpkeL/+8pZFFXi1VNMrJydvR5eOn80WDR2XV67uogbVxZMRHVPZRQJXD6/jGKceOcDZpLWhcTFC8tQyrhiZgRqMkxx87Lx9sNvWIgw3cow2+Zugg2DqQjqugCsfRyj4qIGxE1oY+/orlvOCMkOX1j+fTKqISdW3wfBZzKsvfEtP/1XCvnNwqj5hUtfFgr5lrmq5bdWQkCOK6T7JfSFK8C9iqX7JeQsZkp1/dlOAaEY/Ha8K4Vst0BgP6O0cILxDGJ/ooUcMu67bT6lQPEO6PpoXXcbV8/WiUNVAaOpVn+LVOxEqSBm1jsZg5EAOa1NsK34dASmv4wBJjgVOllGxMvABGW8pwVMBBO84m5x4hjTVCO8yKJuZ0pqrTvfKAPoNWPHXwjDW1HQnRB+nVcKBRHAqxsWgox3P/LqhVaFK1OQmSkX3frIfg1kxNRUdR4hgOXFCQTI0QULVz+rsLowdQI97/uxhSGOLo4dfPyg5OTSnlfPEORudTKp8MDaFvLEx8qxAuAgL3H/ka3w1M18XVse4+jyKBgbSz/OHt/B4oLRD38DOSP4Vtub9FkB05FuS5z7t2vXaBIoI+xKQcyD2hx2KKpeCkI1T8/+MByVhUUqv5RYKlTarkrXWjc1ms2TSgdEbRUE53CHhxBm/HoLMwhByJJax1ahFjCFzrOYzbBXdqO6WpIA+NWtEPrGQd2JoBPXzQSMQ6VI8NCeZc1z0YweIwiQhUSyn0DupBAzCbmXQo4SiEpE2iVzURnCO6cPMYy368OBibQH2oSrqpn1MNfNtEmKBKYqwUJW+PZiekkCsyrTwlDrHDuojYhhp/ZXcSrqFKms9S2VKeRIQUPCZKBGdWSR0wylhNkHoxSeOTT37TZYDe0JX9rvZrGzeqs60bGBTKqVCGPhxDAckColIQ++fA3S626j8/f//t93J2cA8OSTT+L8+fP4mZ/5GfzNv/k3cfz4cQDA9evXceLECVfu+vXreOaZZwAAx48fx+bmZlBvVVXY2tpy5eP0kz/5k/iJn/gJ93tvb09vKKSlz+u3FvUilwSSXm++KiSubZsj4IT0AjG0aDzLMSryIEq4naib+wuajkUTgZTAle0lZwTo3hFQlgku3VzWrqWFdhVt65uNMxR7mZ/M5Nfc3k5XS7Tgc0GAFHDz0oJmrqS1t9GZqAC2z3f9DiSFY+KK/QTFfoLG0iCgviEDRtox/QDUFQGQXSSWoSaIipBerJu7HbQwkwzjCLoazmxbG+OHQonuc36zRG1PedgGKQjo3Cw8M0r+vSwU8luRNxyTLx17oUNn97CmOz6mkGsPAqgJ6a1JC7NOEGWNdGtikA3HXVKtgGkJ1LUXaDiK1fzrVqoj2O0xR1kBw5Hx+CWYcCqQ7DMCzXElCNnWhAmxrN5aIb86DsuZH2JWo3tlwh4JNx+yvRJAdIpibum6V2fh+HMGjXSbkDwwooAslHabTUEhAECyWyPZU6x9YTlDyMseT6HNi4B6ngCoUIUNAEqB3S/24FTazLwjCEy2Mox3cp+XHQPeenngGX4z1wQRoIDXPr9m8k6YhzKBYprgc58xBy0ptAqYHhJcubmESztL2j7PoMIeoPzxK/dAJULHpQKg7MFKLfDx5x8KVeYMMRjOcvzH5x7XKk7RjemVvUX8+pcfYXaAcOqyXzq/4QUwO00TCaGAP/jiWbQ5lfp2T99qexNZYeVQyTM71krTkXZr+9FWrJVRoZDp/gaYTydkRVmmdRbaohzEuLQIQJ2kwkylwTnSXADtevbEr9kG579ce+aLoZe5rFDUqduDfP0G9wJYSKe4Xq6BwOKqxGNoVaTIvxPm5LpV1e3Qc+BwMqjLyORY1/2adNwyDi4AlEILNIVWcxWltqUVU4mEJGgsQV0F1VdAQgE6HVwx6vnLNiGXk6s0DGjgttRDokYHDo3i6RAOFnSM+tW47qCfFh5GPh7ma1GnXu1qXn8OSgL60JEAZMEkDL+beVmqBBL6cA6IgqpHsDXwbn4XtQ4QyquvSbbjpK3eeXnMVqhvdNqQEE48UREggZq0qpvd0hXJZvk5tIjSEChF8n9uwNDxeAwZxQFJkgTKMHjnzp3D8ePH8YlPfMK939vbw6c//Wm87W1vAwC87W1vw87ODj73uc+5PL/zO78DpRSeffbZ1nY7nQ6WlpaCPwCNE1U7Sk7dBHDMhs03F3/RQNtnrbbUnOYyocXWHdrnsHJgRNYycORf6q96pgQqM/M2K2tTQew3f9dGfPguahlWZvDeSpcp+s6Y8WY+4ZnH2J6Iw9loI0JWG8GJDeAjJwrCnmTxHZTjz/adqfO19jOwVRG+nFL6z57+t+/Uc/rUfEd2B1Gk1dhc/R4NbrP2DzysTt3Njx+j6KxPjINuOBEIs4eCn5kbNOcWyIHFcIW4fr5AyeeP6+ICOEM/cfwLaCEnnj+8j2ys3c1kA44o2RtTjoa4j2ashLml1YIF8Ve6XOgJ1WpTeFrCcO2GLFCrE75CaeiAPbwRvquxap9TvXWVMpSwiwVxG1R8u6Zvtb0J4HFNDqADLBG4LYKeOIlQONDI3WQN+m3KfF2JzU8t6PB4CzpNrR3LbbtFzTxCxxia1Skaa7YVGODQs3XOXmlvPWvrTa2lOikUsoSadjxEB6t4GjsmTcIOg5MQNg6LiD4PLGfBC2ANnwkAKCSSXX2D06jchc4QEJMEci8BmJ1RUM88oOI92o5BnP+w07EhWGqmu81090B/ROa/aZ1ikPo4e20OD2ZVYuzGbgf3HEaMoN2zZ6IlX7O9WklYj4aN6lraF/yVeV+pBIkwwa8dG8TtaqhRD9rAa3RHv1QNocnyTHbjMY9TASTCBSy1SVlYbmfn0wKPotvYB0Xpdb/R+ct/+S/jn/2zf4YzZ87g8ccfx+c//3n8y3/5L/G3//bfBqAZzR//8R/HP/2n/xQPPvggzp07hw996EM4efIk/upf/asAgEcffRQ/8AM/gA984AP46Ec/irIs8WM/9mP44R/+4TvyagPYRaqDnDlRgfRtiA4eajIKeJfJ8Toirb0mSJ+yQgINVxNC3xRZdSsSun4w51NOxcXKHvZUN9I8ct/5HLAMkUBEVCli2i2DjSaBAZhgYX2VRxSHCTRBG0wg8fOrZbHakzUuKAVcnv3K8wgPd1uK9zJqKSNs31n7jp/3FdNBbQpedwRnCxEFyDtwIOjbHCfktO2oUXnH+APddX3jV+/FR+n6DsoZzSulJ6F1XNGYsC1tBgItNedFUEUb4yHYJyG4RrF94GPSllo3A4dw9pwx8THVDXDm3wsmBDWYt1jYCtaFntfE++DAoqjfcF7aNNpZOd4ldhBgjfntTQvXwhEASEE7gqtN+B/rjdf8CQWoBE7F1dlq2HqU8AIQ+bhDVsgioetvbBbs09IUd+vD3FnPcafzbZu+5fYmAI2gk3OTX7QC4S2KEASnjMLXdtsyM9NaCBxSEDkAHNN2cCZm0kylYdWOVoGtSbbGRYiJTNahy+q2vcy+OOiwKAYsSL6c9uCkgxjSnCKJJHREgWmd4iCtGUeeGC3yzgkOBrUBd5R/Dt936OqQsX0cAJS+yQEJ59REFkA6BmQJJFMg65eoU4FqlkJUEnIIqMUaxE/jGaytQxWTerT8Pvgxq6uJFFLCOMbw06Gpymn3F/+coAWdTlLrudx2+AugJuOtLJizrNqgo3Fv5vVjfha7ntN5ty/xNtfSek0SSUTEjQNOv3/PqW/+ejMviUxMbWo852vaVS+sMGqEfgj3u9Eu79CcpFXwDr8KXndB5yMf+Qg+9KEP4e/+3b+Lzc1NnDx5En/n7/wd/PRP/7TL8w/+wT/AaDTCBz/4Qezs7OCd73wnPv7xj6Pb9VGif+VXfgU/9mM/hne9612QUuKHfuiH8OEPf/jOAZIImRF7E+iIEbz3IsZc2OT4OY5Tc2JL/OafGSe2uW1tU3Pjny5eBmdSOHHgXpkMA+XWq1ndJAQaMYKIbSAB78gYfh48Utj/CIHgEAAcf8f/j70/jbVtyc5CwW/EbFa3+9Ofm+f2bfZ2Jk73uHu4oRAUvB8Gl6AkPywh+IH4gYRACKWQkAAhA0KiUNV7CJVdQlRJLooHBjsTk8Y2aWc625uZt8/bnHv63a9uzhkx6kc0c0TMufbe5+b1c+b1GUf7rLXmjL4ZMUaMLiH43KBJqYh0gSsbE8Rt6YEVsJUgOmPCs/dQZ5k3bmKbhmOiV77rbaPsF9o+hYWhAHaqcY7ROXULyjJBqKcIN8sdCESKHQvrOc7VG7U3RjARExLaLpBRz2lCEMFD5Rj5+lNPXPJ9p2/pZ4IIZZtlHz0lJtstXUH3MdGRzrmYp24HRaNsAjIudoy87U/XmCiLZTu9pMdJ34gtEvfOOqR9HHE7DOAYBQEtvoi0cPxz0exQhtxXcszdLay16UNHemyHwM2xgbW7IhXXQfgDkPf/4cK33dmEBOWdSOK1CcnflrlHqsfwvQN9RPPZ6YT+5pCvO2kztUbe3XoTwmgFpiwyDc0q2i+9DTipcase9ZTXjiGtRBuKTOwpL5RHkXZRtHG96hrBjtOJBGRPN2Tz7ydv0nY5jtEMzBWoIbBikCbkUyBbEtSSoDQhnxJAOfQY1tkQMVATaEnAiNu24QxdWzVdspNnSNYlyE6ot+98TGCpC2xny+5bMX+NUVaNjAQeP9Nc9CB7SWPJNGKNegmtSlTPTugGfJM8evBqsSG5o1mCA5FVXKZPe8qEroxVtGJvMoTUze2HlV3xU1yzkIK18Icu0VlfX8cv/uIv4hd/8RdXpiEifPKTn8QnP/nJlWl2dnbwy7/8y99ye+xNJWM0qbFcOgNJQehlxBiMahxXJTzB5BdynmtkhcGiKlzsl5a+HQ1rNCBUVetP39Pso7LGssnAlYrU2hQY40GFxby0BIiYpyxjlLlGNcugGkSnUFFqoAH0wpUHtvkz6+GpWThxuydeHIORFQZ6Qe07qxhp+6EYqCFiu/iGuEUVmWL4ASHAG6onSBg5AY3fOu3mtgSTAvk4MmKlhxty72BB3KIH17bSWYJjoExBUF7fVUhbbDuUMFRHOCHCWaxbAjXsMu9hzLi2s6Aec2VdO/uJF1iDMzhjf47HGPa4jOIdyUMxSJLaU0e38Qi7eCIgHctIkcwfvL6Jdvg6FMUFJsRwhHgZIOWYBaXaOQl9g3XLCb++4gh09uzhuA7q+UtOCFZOEmFEG6N3HPoeGHohWbGliXwnGc8rIGLA/bgpavkqkd2rpnlVLzIMzqhVWQuXKBQ2v19nSnFrfxHNZXvIsEgv6yPTSpbt2ACccxhnsMVrpOFwkovALvakZ24UM7woifzQ++6L/RGYJj+tCX56L8C329nkalzxfXVKfzsatrKU6KQZ0jkMybjdN9/CPHcuwN2iaVJX13EitMhHvBfbRZFBtSpWTbcVJ/8+Kb/fr2QsYyXQXrpvM2WgOe8ER+0r06JjEo+4X8i/Sn2wPRrklJ0M/fRlXIYETaClCpKZbAnkc4crBD1hKgWlAbXBMANY3FBZm52Aes/SNtmQVeP8TiEwlN4KN608RbQI0oTaZCipFrhZlOmyamPtSYiEoJtE0fIs7bSt7zmL59yW598yWZuWVS6Uk/0SDa97blgh6VE7NuTGQdI0nBR2CpzIqPS018fe8b/tkc6dYYy62GdP5vtxH+vmXWd0vt2gePkmyrLEh569gVfeOoeDmb2Z8/rsa+Mlnr52F1947aoVW3scpggXt49wcX2Kr751yR4kgmD74OVb2F8O8ebBZrtO2epUfux9b+Pl2+ewdzwKBAQxMC5qfOihm/ji61dQL7NI1eTCxhQXNqb4xmsXrBczwHq5YuChq/tgDVy/vtk+P5qBFPDow9dxfW8D8+PCtsO5vlUDxoVHjnDrrTWwZ1pcEMfBpka51eDohnf7DHcTDajLBlQBZldyD67fDxFwxOAFRyuSc6C5nCF/23n5EgtQjxX0WtZ6QxNQb+YgA+SHTYcIrjcya8KzrGCOj+GZU86A5aUBBrcrexMtwAwU6s0Cg9vLtr8AQIRmrQAroDhcIrX/qLcHUPMG2aIJz+waITSTIfLZEqRN1GdTZtDrJfKpcMWtrTtoCoRjcpC7tsQP3HdG6zAifQ0AStmyATAzWDcgUtDjAiAgm9Ux4QpGsz6AWmqoSnCtjunTGwNkR857XZhqAueEZr1EcVyFMYe7ANCjHMgI2bRp++HSNOu5qytBzFVtPfYdz0CZv2RwWXOFZjNDsa/jsSLr/pSHhGyvaxVvNjPrlW3qDWEQPs02gY4Bqj1j5DLlgNph6F3LxLFYA2oElBONxV6BiAkmQrnegKFQTfN2nFx96+cXmB8XaPZrAAzVaDDZC4ad7Rnu7K07/o2CG/liqDEa19g/HNlnWVvm1mQBw4SD5SDMk2dIN9bnmFYlap05iQ2D3I3fuckMd48mFvlze37lSmOjrLB/PAprytoJMgZlAzBQLfLA+Hi1W5UbsCZQDTSNMLp+AO8qVP+7wdZ8H2woJs76CA1CIBIGZQMMK+wc7QMARoMl9FBj+2D/TOpRRIx8bYHN2QGaNNbN/QABw7JGmTfYme2FZ6O35sBYY/u1g0AVnnZ7rGpj3cw7bYtmQ0Nrws7xvkOPPedRhxNIyj2h3fFPxqBoUI81dg73u3U4onBY1rizUWLy5gyqYgxfX2Ln0/txveQIaELkMS7LNQCC1urk9p2R2DxN5ZHQEvypq4jwXKO1y2EgWxBU42hfzSjuLbD2/L0QUNWUgBm0BLpldJxqtavDf1/VvvhdzAGscKchM5/4rigaDOsskjCS4hWe+4Dh60uoiqF/o8HR84Tt/QPhoj2GMm9gJg22D/c7a9oysZKRQjx/nfUml1gyT57xzgz2twqMj6dA1UT3AnK8TxqPQVHj7sEA47sz0JGdN5Ux1HiJneP9riOU+7nwIGAwmiMzGWhZtflXMtr2zKnXDLb3LZ4qiwYY1XZMRd/ScUnLAYDBaAFw3Xm/srnc6+v2Ox8ODw+xubmJH8GfRk4n+MZ/AA/gATyAB9ALDdf4Dfx/cXBwIIzoH8C3Av5s+vGN/wtyug8fqQ/gATyAB/AAAAANV/jU4f/zTGfTe0wL+wE8gAfwAB7AA3gAD+ABPIAH8AAeMDoP4AE8gAfwAB7AA3gAD+ABPID3ILznbXQWH3kf8nwYjHulN16Tweq7A4HlM3mwVYvyeFfQQYXWl+PTZmg9p0kzFeP14hF0O4MXJPEueGpzdjng5JmMy8EAHc6sPcFkGOlWkrTx8B7Xeuw+vE1Oa9ju33Oiq5n+FuW6765EBAuz8D0eI5m/Ncr3hkoUvWOtwUfHoEEJGg7jsvr0QIV9T1SPfN7R707bnpTd8WDnP3rsaJhtkNDIvfQZQLoxPg2IQEpZBwRZZm2Bov6k7Ue37F4boR4lYmGbE+fredfXDz+P8wW4qkBrE1CWJbY9/X3sfRZ5fBPzJfNQT3oB7d6l/j4quanJ7X35zj5mX4d7T9O5XRNrY3jbnuBoQLnvytVJzkW9yxtsdPyzrMVHElfJoMV9LvC9/U3UWaAblyfBLQCgKg3OsxYnifKaZgF8qTMjD+BdgPwvZLizPNdxJNELYr5HgwqTssLd4zUAwMZwjlFR49bhxinl2LVNCthZm2JvOobRfYsJOAGhtO/ItiVTBsdz55WOGOPrCwyHNfbOr9+fS+WAahjXNnYxbwrcnZ1SxonngSi377fINyxrbA1nuHm02dt1IsaorPDk+j28+NZ5rP3XYyweHuD4/ZNuN3ptdAyIGE3jN/yK/pzWt06+/rOD3f6l2npQo5o6zkX0kKEqCk5NAl4AQA1j+OYRFg+v2/gvCtADBudtG3hkbJiDk9qcjuUp83Bm6MlTFg0anTk7G5tGKWMD4/Ycd2vPTzF8Y4nhTxHKbY1vHu1YeznhhMDnG5UVNgdz3DzejMvq0DjpYcz953NKiyTHa55pPLN9E68cXMSiLs6+h0QZ43KJJw5u4eW7FzG/ZmkopRjb4xl2p2O3Pt/J4NvGrI2WMEyYLcqejnXbU+YNLq8f4q2DbRhjbXS2xzPcPlzHquDCtDTgUnXGZzJYYkhHwP/tbC1+zzM69VNXYMqhJSAEweENgT1hYb9TSBfSOOIjMESC+QneBwnWPSNbpMEKoKZlYEinn5Zx8dHHSQOqZqjkffudbRrtXAtrADfvWaJ3Z9MWYlw67yraMTfkPa0xu/YSiE1wdEDG+7PmLmMAiGdoiVMGvGcy71ssOPDwXtzSmCq+HOr53rNJuG6gj6dAUUJtrLfpJJMiCfnWeX5cv3wePkSfIqYlaXeaxhUQoQYfi8gwuK6BugGMRurtpAOSED8Lo0MEIgXKMyDPQWWBNkhKQui3mbpD2+eVLKmf5G/JFBB66hR1d8aLoLUG6hpqbQ2U5z1p4+Z220Qrnss8FBwEeEYjSkD+g0RxFMaCyX1Xcb+ti3f3PDAmoTCLSxSB7+4DzDBXzjk31d75gE1ncuthkDPAZK1jApMTOEe4SOHM5vE4x/8BCHmCAwMXf8e/k4xL5N4eLd4BADi808EzBlBLY9NlFNLpxfwBo/MHBMX/KcPu3haMTj2UJZs22Y5bkynG68fYvbUFABhsEiajKXZvbLUEQ4fwagtRymDzUoP9u5uo6x4S4CSiTAIxttdmGBQ1dvc3wzP8/j5GO4zdx7fAvm89+71De5LNT4rx+JUDLOsCu3e2A8Ow0iMakufhoF7RIe9WVaCwtdEcF7aX2L2xhY4xurKxPzbGC1y4egNf+L0Jxr81xfyRIXZ/vJueFENlBrrxft4ZRamRKYPFosdeuM/zmjiCKPmMxzKZbwZIE9RcIZsR1IKgmja+X8jCgB45uqIimBzg3MbNIQaoMlDzBkcf3IEeZdAjhh4CnLH14lgamI2m0wzf0L57rLQflL5M+x+hcQ5j2VcwARiNl1guCufwwabNCgNdq9682bFGebPC8McZ+TVl94+WnvfaBpxbO8LWWmP3nF+PaXtXdYaSyZTpKf5Obg8Myho7j7yJL7y1bi8RONkDK6A9Nhlq7Qjn3lriSy+Psf/xDcAQ8kJj45zG7u3tEy45Eujd/4xi5wBVk2P3aNLFWVGjbNbJaIGHLx1j761NaJ1hbbTA9naD3ZvbjsFcUS8A1Vjvp5xbT2/55iFGan5mRuc9r7pGBsgzgyeu3UOZ606cmXFZ48mr96xPbknTE3Bx8xgPbR+Gm05PMIEYT5zfxfZk1qkvh8H7z93GWDWtpMbBZFjh6St3kIlbEC/d2dxY4NKFo+g5XHVXLx5ist7j2YIY5943RZbrZA8z8lJj++qsE5CJmFFMDEY7TZTeQ7ZtQKOWOYoW2zkCZZ55EIyEAnirh+EAwAOCWffetrjNQ4AZK5iBe8fOq5mrU4+z9hZbMGBM5N6plgj3VStAj4TUIOw9hikzmDITY+ffE3iQgfOeTa8IZpi1BLAkHojAZWYfatNKchyhTX3MS2DMViAYWv2cVNaWLfueZ7YdPcwDFxmQiUjfgrHi0vWrRwpjysxJPUS/icBKwRQihoSXUsAR8LkYXMmo+EISBpJzcvMVjyvIlmXCTU7cRjNwEaaj8fKnHcVD6L8rAo0Ryo+yFdZLYd8pkpUMyt36Y7TBOBUhG5mwv8JaJQAZkE+03RdSEkTWm04x0JZhycX5QPbWN8uNxcqiPM6AYqChcg7PmRziV3avhwCy5NriXMgXuQ51y9g4KjMWD3n6oTbWZTsRMqPfccyOB3B26N3tgZLtUvMtOou9LhnvIrZTmNyDbXqPZil6IP5WQQ9lZ72zp5kIuaSsxbY/SzUAoJmQy8OT48/+cVsFcnC48wYAjFHISPffOTEAJjRGIacGGXU9QZ4KjCDpeQdZ28/AxPnN7so2lrkpdnMMbuQY3M5QHCpkC8fkiEH3FyGqIuiBxUOmZOgho5kwdAlwzuCM0awB9bpjcoidC3qGGfePQZcRs/SNqu3DvhUZ5eklqoFeZjCpxJIKnYynllGqBnWfy3CxrjMfP8m5de8ut1Xn+hmRaIf0sPlM6qb9NJD0mnQ773DEqd7a0s6t+g60saFOYXKi9ABiz2ptnQkfFfJTY+lRzqhdR33xu06A9zyjA2ao3ODq5QNkmelsqOGgwZMXd7vaLwxcWTvG1e3D9oVYBM+cu4sL41nI4OPbZMrg2Yt3UQyaeO0zsDFY4iMP3YTKTLigYHdBfn5ziocv77fNJjg1NMZjj+xie2fWBih1daqc8fRTdzAYxG6RwcBgrPHks7ugDC1x58Zj48ICVx47cmVRtD4nj81RXmha5sIxGpwTiucaYOwHSIzjEFAf5DZomiAY9XlC84RC9wQhLN43QH2+aIlw30QFzB4fgEuZxxFlGXD03BhmQNErAGjWchw/PWmJS89YEKE6P8DioVFMzLo5m19bQ7PR9X7EGWH++CZMkYl8djJNmWF5ZR2sDbhpgKYBeyYuy4C8x20rAZRloN5YL2QlHn18jlKg0dCW61XX3HjW2wPMH1lrmyb6vbg2QXV+KEpq53T61IZ1TZ2oD5phhsMPbrRMi2CQqnMFpk9NAqIKFBOA2WMjzK8OXBvEGCdtklitWctw/JGhk3x4jsm2sbmWo36uiMtwbWw+omAuUTyXYKAgTH5wCbXepvWQb2pc+dHdVoYtmLidR2d4+uN34ooc0/fcH7uDi09MW9UzB1lu8P0/9jo2t2UAJEtEjMY1fuTHXkY5ai8T/J597OoefuJ7XgpDQe4PDHz/s6/jB575Zhgun08pgz/7wa/h4a39zlmyOVzif/no72N7NI9i7ICBa5sH+PMf+YplnqitBwx8z2PX8aMfeKUdIuWkVQr44edewRNX7+F+z9gHcJ+QEr7R3CaIgCV6FxHFmU4InicPu5j7j8o4U1uR8Eu2PMOqrVtUVyi9umunARNqnSFXKxgKf2SdyDGteiFIbW7L0cb3g1eWq40CgVFmZ2B0kukz5oTxToNfJsMZ/xC41wBUE/KDDOWtHIObOcpdJ8lp0AnSTWhxAMHiCS4Y1ZaBKWwCUwLNhFFPAFMIdTXAaqwQwBMN5D04/oSxCCq58eNu9nfACIb+yMC5YW+dXCABKDODhS4CE2PLlAS8VSWrz+SKfcUc388GcPvZRqzo0jlnbUKuDDQLSYk90uzFyGnb4wzviHysOEkb0cr0ikzEnChlmRVeVW96NgGgpXGPzhAkWcB7XnUNAKpljt/67ONBNx6wn0zA7uEI//lLT9k1ncXvvnz9UnsLKifCEP7Ti0/Z+XWMip/vBef4leefAxoS6lw2243Ddfy/f/+DQAOQVz1hS9i/+tY5vMrnIs7Tlkn47c896nTn2d5Ma0tqmlrhf/zGI4CPXaMIbEPlYHpQ4nOffqglRgVReu+1MXZftbE1goTLfR5+YewCe8Kz7HaDNIzlb2e2Lp/e08JThvktga89Y8WM7LpB9rYIMuqRDxuMXpxHBKevkzRj7WtzmCXbFRqIZHsztPml4zZeT+gfIz/W2Hj+WAS7bGFwa4Gw0xMbmvGrh2glTm0eagzGL+yJGDo+DYOmCwxemoOr2sbrYXH7qDVWeW3nxhG/YT35jrN918lH9jZjsbA2LlnMNBa7C+T7y3bcuR2X4ZvHyRnqiHXDmLx44MbQSp98e9VSY+P5QxcIVTSUgHK3RnEoCJgwl4zx64s4+GykkigHAEFClh82WP+CsfPlGW7/7o16ZfDP4osG8LQGi7wVY/bfS3Aa+oUIzYHCzf+6DdRsGUWhOrj/zREO3xpGTB3AIGa88PvnLYFjOGKgTU347H+7hmaRA1iGdcMZYT4r8Jv/7QlUi7xzifjG7U3cOlwLzGJA8gR84dWr7YWLQaseqxV+7YUncFwnzDgB02WJ/9/Xn8HRbNgGJ3bzf/t4gl99+Ul7WErijYCvvXUBBRm7+hhgZQPxkmZ88cY1LOZ/JI6GP1SwU3XaaR1xFwDaqOD+jWc2OnxIShx7cNv01MjicguvSGpYEPDuvAKAUuk2b7cL/VW5zcDEqEyOUT7vSSlwXPI4+i7tLM4AjVEgAjLFaIQaqG2cbZM2hIZzjLKT43cE9WiZ3zEJnaHouZWOjgb51J/F2trdZMcKak5QtZXaEMcFUGhL0j6vOlsyzMhAjxjZVEH5wONAewUuxpFLYyU5RQ+Tw/HPDpwUyDnNyD3PgA5DKPP6G36pWE5eRbHv5l+szUm2xBvNuRMJ5zJbIfWJGp0Q+ml9qzi9TlpGrgwYtFqis2qMBORKWymUOGsU0nHq2SSdvdSfNPOMS+/+pnbxuWFRjjFq71W5G8unp492CGw9ei1zpK6TsJ0R3vunGVldc+O0jCKG0yBIVAJRIaKDszuGAtMq1nEnQBRZBGTLsHqEQXfeA8PdpAHeZsbnZYi0RNGm9oaFckUFAsVQwqywYGzQCcToiXw2Yqd4hBA6g7YcI8oON0TUWdgRkhWMBPnGAgLZOYQdDoS4vwDiAJ3RnmRBhKuoYpKEdgLRO3LkhR8nHzRTMl2eodEsmAc7Hqy1leBoDRjTMjWBdj7j6So7t9I4H23blGpV2HwbNRLGTiD6JKBqVGwdFhtYTKbXzw7A7ViTEe/k3LE1aG/74trbwX5iLZHdK7Q0LaMS6qOWkQ02U215IY+vTlAGPCNxSIv6DcHM3fjI50TQDaAbigxr2TkmqBfU1kVopRwGqI7zSH1PTuXiyAaoRQ45JairHEudu0M4zns8H8BkbV1yyHan46CSJoezgcL1o42O0wEQMNcFFgdF62BATMnhYtgGi6V26YMIewcjSzi9Aw2dB3B2UOCY+I22jDisIqLbMxdtem0IGZlonSXUtPsU50fKoPQlO41RYS+pcD+5XUfDrIYCw5xSRASiHbXOMMga+EOyPZ54ZVtWltdbV1uOPSYtAZYrjYazblpYhvKoKTHKa3TDX8u2dAneQC8Ew16gQ4Bz9NF2wu1rVSuomUJ+rKyDgT7nR/KIJbQ0hquOlZXUmCGjWdMwY7tu9LoGDwzUXIFqgWRyAx4xeMDgwrQXu50erqa9T513nyjBo/cDSnHrhEAWGx2N3ZYQGIXSmDUnxFokK8U7XA67r3BK/6K9tSJ1T38Lx6QYIdHp5DxlnEql0STMgFKmlegQumswhX7SwpZFHLUvZJD4Q+TPlGdsbJ7sNEZnRTkgIFOmp+7V8N5ndARe6SB0oL05RbwWPYHOWYsTPa0Lz8BIGgz2ORy9F84Q/17WbTjgO0mgtPuwJci7Ozemjyzx5ZgdabBPlgiGapmb2ADel8Xd/S8lA4piZkm0T9o7RYhPnnzyRZ+Rf7TQRdtSg3IgwdocH3rp4RwRzknr5VgQ4naRzExtH5gtU6M12DkcgDEtvS/bSkDQoj+rfLVPOdzb+ihlVd4yYVeT9rezGJN2MZLFyIiYCKIu3iRZiZ/Lnnnp5EsrR1Jf+jp5RhzXI2yfojXsxtg72WiZcF9X0kS3d6N2wDoRYV++K5tcwQxy+sEq7NFer2eyrX6DKtsGVtReqqAtg9A+i9ZRcuhHdyp+6UbeUAROEFsqeHoU+CgtOzVSjnBLKsl+AO8qEHEsVemgig7JC8AxF7AG8gwKalckLh7iHPF3ewRRrHKW7pO+ZvSsBcOETFmKO2AQBkZZBaUMvJpEH73U2133cmlyDLJ6Je8Xl5YeAv1l9vbJ/2RCZXKUmcYiLcbddLIhHNQjrBVL7CHdlEklKbpjW4dS7CSs/RurxQN2HqmxDgXyY2UdC9Qun1BLC+Mp97V8RpaOMQVbpwJjAx4Z5+iEQ2IzZPDAAJqg5gY8NNDbDcywJZblJX3EVPX2JoZVS+zdQDGBgJflynlJL1LdZ0aMUjWYNam0PJ7TQVZj2ayf0NG0F2IvknzWk6yniDJrUJnMnj8nqZolWWV1RaZR6bwlJ2GZjfuxbVl5xBNaiUy6QRPtmDDWjnnzyZVnVk5jdnrakSuD6oFER0BifBNdCDnCp9d+LRBFANh6J2J/28qI3L0CCK6jQx0JcRF5RnJzqwSTBaKW6RB4O5IIuYZFDJFHpERQzKIvFHeWyLVB7BiPreQzj2klk+WZJf9I0L4+U6BtIxsYyTDISn35YlOEyikeV98eeZZ5olTmAWx/IwlaP3YgWsWEyI3q+2Mcg2OsSlrTtFKcyG7HZ/EHPrWCioiKPSuQLYfIqay5P5KuFiUiXVW+GOvefnriRDIQECcaCQZDIBZZnPLXfLK8FdIkpdy7dK79hpEEhGwPknm3bQxOHwLDlhww6Tox3KYht3LTpeTGgn05KknTwa8eKfjxissJZ5VjfDwzwqJOYgRpTsDf1L5PVMbtOmOKtiELASfJbsotmcFegHgGHgIv+TpXUSQP4F0FRp9tjVxo8XPHdsOwcsuKAc0wmqDISP4/XlxReXYvG1bWZjVKn3w/A3i7lfQOo1S6a7vT17suCgUALJsCpdIgxVZqDbSaFX1wv31IC2RC1WQY5DWAUW8WZuCoGuBScYA9maaHUGMmkOLIxbTWlinUPabRkR2FIVBlVdOymbIuoE37PqAsFlVze5wzWhxicsAMLINjRgamNJb3TFUdZVdytuppCS6IpkrU2yEHeiAdIYHa+vFNd0hPBJUx6jqWxJEkbQRBRg0H6b1V78qwNHlbf0S8WclFkWksm/yEjiZn18oe9zzugVFeodJ5rHwgS0jyheNOvBtkTdsv3xdl0Bh5u3YKyDRJ9xQxdEedL9mEIk+hjE3vkgQHDy5b1JwetCUhVwbzB4yOBEm0ImZQHPHQWYJKpJUrKF2UYodLL1ue4GBXB6HdNy1jg8h+p7fZrg1k2hZaoyx3sChy2ltWbYsl0UewrqQlZ+0JMc+0eCyQ5Iv4DqkPLQeJbX3WPXXP2HiIGM2+AURLILaZer+2bSR0NqkkzCXRGdK3nyzTegI5unpzjTIcmJvA6HjvcKE/0aC0J09GYp+ntyh9xI1AlH6NKMfk5Ll1VJDqOfeOeTI+qZeNFVW2z6n9FBKOKEMYT47H24+jH5uobPEuUhEUaXtPUnTnW+41ctJMefITt3Y4gdmgOK+X3HjyMVJBo9Yex9WRjpu99HAuqP3e9O7oZR1e/TMT3upcE32XUyYG/pnE4655JmvLsA8gCqP2mWsPacSXMIGpsbUH5kjmA1r31fdB9D6A+wN7wy8nB4gom/YhWiTuVNfAVjpAgGblvKOfxAXEoA0hVz2HD6/4vgK/+1t0L13yiXOlUWQaC5c31TiLMGdP2ZXOUCjtGAOhrpsMR3SGdDqS4iD/qlMIAGChC4yLE5XScFCN8GR+C0RdNSZZNRsCZWJ82UreirzrjQ5we7BWyObO9mZBQRW+w0mk2sNA6CcTrPTGeVHTYyul4YzFBQ1HR1V6itkUJJPKKiJ6oG/FrVqFK1GJPIdW0REngJeMBjft/gwgBvfY1XBOIGVVN0vSmDYF6lRdUUCmDDJiVDrrvztdKZHg1f05qZ8EjPI6OEg4DeRqFkcYhlltmTORMFcGjbZSFase7rQVTiu885iDzU08eXFiEqYgudKojRtnYuSZRiMcPHRyr2ByADsndeqW/wR47/vVYWA0rPEz3/cChuPYiJAYOLcxw49/+GVkcogdg/HhqzfxvY+9CYDa21gApBg/9dTLeGprN6T3UGYaP/Psi1gbLJ2Rb1vm+fVj/NiHXkbmPZYIguXhy3v46DNvO2KJWoZMAQ8/ew87F2fCQ5pF4CpnPPGReyjGurPKB5MGj3xwz82wJFiB9UsVLjw+BUiovLkdvPbYAsX5lMIhIFcYPKOtG97QeEfgDRX048q1mVpmgQh6U6G+KgNFIryrzhdoNrOobYDd28tLpfX8lax8VsDyQmlvpuU1GABTKlTnS3HgtqAnOZr1wg1PTEQ3W6V1Ix2qEQwOILyqmYgQoWyFbk+e2Tg3yklhlAvuSTYPqf5bEMptOquullnmpiiAYYlmZ+QkJ2jXAAAzyKDXhNjdS28I0OsFzDCXVbR93ijBuYr6A7bjW2+VwvBeEFilQrPhvEN4ZsTNZ7OWQY+9K25q30ftCj9s20tCfS4XEoyWaTJrBL0l5kQyHjsADxHawb5MRcguA1QgWtMAoArG6FIdT5erbrCmMdmRBA4H5mn9QoXhWtNZo4oZ5y5MkaPuMGxZYXDp8jEUGcc0qXBeDYc1zu9MYzUTxzOeX5tiezKXQ+SGhXF5/QiDsvWuSMbe8ma5wcNr+ygEN+OJozJrcGFjaonQhLbbHC2wNqq6aqsMTCYVytIRZO/9E+IPDQw72xoPJzGVYjsaY6WNihhQBA1LuCgygd+PMvVcrGiddZmsvjplETG6BUBBYpGp1tLPon9CqbyNTTfrSUwOAKtyA2s/0d4SJl3popQzQg8BysCsGmCU1+huiraSw3qIUdbErq/7apAmU6443SioNMCmJqipQn6nwOBGjvJ2bh0DNC2TQ4xYU8FfjLg/hqUzdGldQVfnNZaXGtTnGpiJBheeyZED2OLuvt4GqyiKlwHQolaZL52WnuEN73qhszDODn5Mpepar62s5Ow8zQDCjcVmfBGZzP8gb9AYBW2yZH+ljT8JTkgjyEH/OcmXmNblOy+ZGNmswaIpovd5poMUhvPWm9mZChffldvvsde1bkZr42yfFJlpPdexY7oEI7qSyense0amNIxZzZym8EfiGGsahddubENXKnLnCgDLOsdbu5vxIJPlRPfmQ9w8dK57JU3LwOv7m9irBiE9C4T+9tE6tFGtxMbt/IUurMclv7CFMeG8KrA/Hbb1i+boSsFoy5QEA35PYDbKhqDpYawjEblpMaUhgpGMhzzMCrQMC9pPhnU9Gdz8CdsOKBsTpyMFYIYpATMS3lzEjb8eKxsrJazkdsc3aypiEi3Gt8RsfT5v1QgFAWoKQrXd76K5Gedo1nOHpGMs3WyWNp6Pk+CgacBVbT2qeQcESR4COTfPfvzseBAByHOgLEFFDioKUJFb5ifLQIVjgBJ1MiKy7zJlmZwiBworyeEyR31h3DICaLPqcYH63LAXSzTbQ+hJ3o5f23gsr4xhBrYdgbkiG0Nnfm0k1hIFhqHZKDC/OkTbaX8SA8vLJaqdPGkH0NlYjDCmZqSwvCaYNMG46p0M+lI/etKPKJhtccp7aUxOGLy/drF04r98bLD2galYU3a+mAijyxUuPjmN2syu71efPsTGlblTeWvnS2WM7/6utzGeVGGsvM3aYNjgez76umVMBKFADFzcOcZHn73uJLKIlv13X7uBD125FQ+Xsjf1P/rka7i8ftRq5ikb52IyqPCT738Fk2HLtPg+Xlyf4n965mVkqnV84nvwkUffxoefeLszTwTgBz/8TTx++V7v2D+Adw80J1IVQbyuAgLATDCmZZK8IX2WpcT3avKyNsrZ1iSFp9lP3M9WitPa6cDtHUJlMgzzrncySj5XQWMUGlmGP6dOHJ8eLqiXUBOtcDqkDGBWlxgVVaztKrMzMK8LNEZhoIT3zB4VvY5tCANsFJgJGTFoScj2cpQ3C5S3ChQHwsFA2qtV/SWAM0CPGdWOwfJyg+pig2ZTg0t2Kmq+YWKD91PrJ0JyQvcnSNKugt7u3BejGkOeGRckFNG4c/I7qK6JvAuT4+35Zpw2GfBxUWHeFC1z907b2reuerlMxjivMG0GKwdy1b2EB0WMIZxUSECemUiK8k47E7w8mpMRlil8MG+2nut83ZQwOgnNG5EYSTMJVg2uuQ+JzntedY0YqJsMX//mxdhrkRu46azEN65fiFRV/OC+ubtl0ym4QFlwzgsIX79zISrH0lxWvPmlN68g3MSIm4rj+QBf++ZlgO2NMIDg7ODO7hrumklrukItPnrrm9tQwUOSswEhgBvC61/bth7KQiOsatXyOMdbX9kMsXjkbfn0ZoGp190k2x9ylR2/MGwb7ftmrKez+itZeCc9XdEcyJ93QUtZ1kUo7hjgtukp02D0+hLtCeaxiLWHmryygK4Y8LfzvocNY+1rszafGON8qrH24jRmgNz10+DOAmDhX0xM9/CbR3bcjHM00DQ2AKg2MHUtJrHNxMxA0wgmQjgOMAaoaqt2Rm6SM8FIAdZ7GlvvdzYAqAK0dg4HFCjPQrwctWwwemU/EOeS4C72Fij2ljET5GDw5nE7FhHjAkxe2A9zFaaMCNlSY/35w3gunZSmvFeh2K09teWnHwAwfnXejgWL8fcJIsmR5f7zQ4PJlxeJ3ZhlrPI36qif0oYo+0LiDswvxspg9hs9sXeYUR1kuP0bW60ra982Iuy/MsL+a2NBBLj3hvHCZ5N9zgAUoLXCpz71JDQpEPbCK2JgflTgP/76c2g4s/EjxNS8cXMLb9zbQmv/44pVwKdeiF3gk7ZLpyGFf/eVD3TcaTKAg+UA/9sXvgu6UalqOd7e38C/++IH0bCKmCAi4HdefKQdd7m8NeM3Pv8ETB3vrQfw7kNjMhQ+JotAgzFw/N6BZoXcMTZsrBvaQumWEOubN1GG1grF0Mc3OI2zSr5T+5LZ6unnmQahCPVY99B1VEzSo35wHTBGYdqUmOQV7qXtSDvZW2DC2aeN6IFFUyAjY1VsdD9p1JgM1+ebUNSg4xo8aRK72DnG7XVqCPW9AbLjDPlRBtUIZsznIwgnPxR9BN6NAM6datqEYYYGnPOKvnK33z38YLr+WKSNetlDeN4PpFOVLOv7BiIgyzWqpSDoiVsvbKGihPF00JgMx1UJsHPlUTOiQM8AJuUS02rQ2SertlmnU5w8T/dRMgCZYozyGtN6EOfvKbJTLfkyDIY7umV0XH12bd+HfGNFJzNlnGOBFdyI+OmPVOscwR6I5KQyTRqb6JQFYckUG68y9Sh3ErznGZ1ofbPlV1gstCB1YRt51TMowamRIzy8tyNbmKxAfPoyPUMkvLN5ugaiXG+v7XX0KSnTS2n8ZVnr3MBiH3sjnGAoT/BGDgTss7CG/GZzdj3Se1pI4AnC1HlBqI6CVMcSeAIjBtU10aGI0HX/eVU838ZAQIsBJggD9mTsI6L6BALbS6WkHU5grtipqQmX0VojYorihreDEM5SZcdbZVY1Lc8RpAluHkjlbo1llhGyOihAzaCyDOkpU47BUWKy4ObB15tiST+WfSdacvrJ5eIlOeGdfUnSMUFgrpCcmSSQNrd2ZH5uVyA9wVXZx9q7KZT5k9xBHdLmlWeVm1mnWkrtFHlpScgP20YSz4DWdiClWdjtGA2wl9z5euD2rybnVErMAQAYQNcK8MJFY21rbPMI3ACct9Pl8bVmFW8TcSg2Tdaqs5J1RODVWRqdtXY20dIm1F7dQvSRjL0xl26n5aVMtcyse2lqx+kBvPvQaGGzkWznCJJnzECtLXMB2DVVO6apm72fcmiMQq5M19yxjwhOISnSB/eU2HHelJgUy6jt6fHZSySGPhJmzQDr5aInMfV+jSzzT2hv/KJ912iFSucYFRXqJpFOO4KADeHV4/PY1ve6ZUqmgBEYHbVQVh1trkC1ldqkYSdCOxitR7UWTVp8421vxgZmzDDe3fOKoUkQdjedOFKidsiKZRvlGu0rL/madmtVM07ldFaqEgKk2BnFp+dNYp+TliFwqzGqRZt5XA4RY71c4M3Dnc7xn/Qi+dk5pM62t2CZkVxpzHzctBMGUL4K1RLCBUql2wttInY2Oj3RWz300bh9bcy0lahEa+aEeSLrMtu3xzIrHCQ6ke1TD9kiQbk5b/TZz6b3PqPjCRPq0tJMANUGXKhWNU0iZqE65W3VuJW8BYaJFbdMjfSO4tKTRue2NWxwRsfZVEjjiFH2YkJPpyU2JoFak84EUqu5oILGDskK4mxV/BmO80YG+9S69rVMUzx2nf54j10sqKtQzwlHIHPbzoBopG9NauuXeXxR0rZKqOF5BgfatDY4nsFJpBWiE52fwZ4mU1Y9TWWtSlvaRraI2QYzYCc10lZNjVRr3yLaHC1YSp8nVETfCeMfhAVI0buY7xDtZe4E1owzJHUxt8x1dOr1LWzfD1nWylMEgXH2rrVFmtgBh+sIwcZGCul98qRst4DJqf4gMDFx+4m9ow9Xnm9/n3c091s6JojoL5/P72Wvdur7kDCV/duSgiZGuJDpmXu/P0mEOOqoxrg2MeyFCrk0AVf1BN99AO8OVF6iI/GmGG61NFaltgcPSWkQM1A1GcqsScoQB0x0kwZno+NcVAeO+4TG9uJ2+6BuchSJ2ty0LrFWVIidFLS5VpIooilH1RBbg1m4w2kdGvTtY/ElUK1pe3sawdRuMiYc1wOsDxY4nI978zADh9UAa444CNXIs50JqAl0RMjmzrFAQyd3XKLyoB6OENgzuIUeWJXVlWWEzp0AlHzK70lneo/AEyewm6+Pvo+wvSyvd64S4sknbRh5aaUC0rudPWOpRYoSUYpq7NpEhAPTBmaZwSCvrUTntI6GDvmCEjrilDHzMCoqMFPLpKwiR1YBWYmQZhXZwFi7GistbemHE/rin/XMeZFpaOOdM6ST16VJFBnkqrXRocCsqNULZMV4eTVZfR82Ou95RofSg5rbOSYGOFOdW11p6OcHPAou6piaFgGTYxbaOmzlyXfxx0SAcm6r4cpSFKmTWCTgUDsRvAfyCIk4ZwOUSmAc0cmK4uCb8JX5Q0EQm5yUka78SALTDiitOiilxytJiIbBFvV26up8EfuphxD271m+F431zJkxtn/GSXAaHxfHWGcDEFn7G+SaQLFXNC+J6TgaSIrwBEdmPb9wRc5ttCCgQ1pJTcvnSOZBjD+hO3ah3CSd/JEyMHLOwvhSN08gLPrWRl//k2fRwSDSyfLkazHXXvc3Ktbn9XMe1S9v+Ox/sTM8iRwAKOp6XIsYJ3THxjkTQSeffRfc2Utck/RZ4pkwZdHyY3fhYguShKS/WAEQGJaIx5XnfzQ2iG0KgTMRNA/gnUOlc2zmDdr9JN8SuEzXq8yboQxqb4SlLjDIm4TWWL0htWk9t5mU+U0h3YPRC0bVZFgf19HraTPAhXzf3rb3FMnpjx6UfVCNcG1tF6QM2GQJDc5t2pVrVOKnk9K4bwwcLka4ODnEdccAdi4hmax3L6d+E90yaIJaErJZBjV3XtNSM6gO7u4BsvtYDwz0hKFHxjoUOHUvpufgaem7WXt/p9+/BZywcsr85BpYj6USVkl0MqDINRZVrLaWuvWOkKernBQHJwYRo58wRONyiVrnqBvhruqk/stzlfxUrJjsdCzJtn+tWGLWlM7uiELStJoeqimUNymWmDelZWrcXskzDcPUH6TzpHntaXqeG1RNMAKLE/d0N1MGBA6qapkzUNfphYFsy4p1lysTnLKcFf5IOCMAMYpSx2vQrRJSjGxg2t0naPxMGWSFfccKLYPDQDbQoNzEu1YBBEZWaOun3RMzXo1GMVRm80SqXn7jeY6L5B+BMvtObjQfIDHLnIcoRc61ZEuctXSdILy8dEHYK7Ek4PxClWmRtKkdVnhikTMVu9V1f+z+Yh0Jz3hABMB0xgNKVBQd2jJ/dPLEGyKVPsnnzgg+OBtYVuCqskxP39V5qIqi/pNSlrkpS/uX50CWOwlI2j4/9qJPsr9yrHv7zCKP/VM5kI2SMYjmJl3MiNpvm+TWSEqUp2Pm65aBStsGxvXKtOkwhANeLiBRftRO91utaFuH0U3OQl9PKB/t/Pflj37L4LtxGo4uAdy+CdKfeD+3fUE0DfEetgSNX9rht8yLluEJEmbl8ZFjeCQ97PBTxLBINT6fLhmzEABZtZYHpM1q9/cP4FuG2kthEnRhgdFHj7hXTorSejVbNjmGhbAnjPZetyDDCiZ1hrAKWPyh+73WQjLlYFaXGKim6/AA3eaFdZ6kOaqGGGV1kBbFvVg1OCveraII0zqXQ4yLyhFmKUNm9wa7zyyzaahSUIcZ8rs5ins5smPVSnCSulnuY98M3/8M0CNGva2xvFyjuuwdC5hkwyYT4t+luPgkiPBlH44VH+n67KWwLSjiMC4nVd05yldlWMXkEJCVBkxo3Ur7VySIYOL407UgzzS2SuvhsuO0QHzfGs5wsBx1pJ5xc1dxrD1v+pJG9AuwNZjhoGrrTI+VDsmTlkfAernAYTWM7pCDM4C+Nki6Iy08oi0AEKMIjgVOoJsEuVBkBpopeHzLMwNm5TxIJqWkG08yYQQUWQNde/ugs8F7ntEhBoajBj/xQy9gOKpbgsEN5IWdKf7U9zzfInwxOd/3yJv4/sffsI+dXi1ndjP/6fd/He+/cKclBFymYdngz3/4q9geLuLFo4Crm0f4nz/+FeSZtuox5JkM4JmH7+D7P/zNoLsfIr0T44c/8RoevrYXyvI4LRsY/OCPvYrBRhOa4CVCG9tL/NCPvWY98ZDPaD82n5jj2ncdus66zeSIwfMfO0J5LXHDC4ALheEPVFAT12ElYo2sEejjEF5eEAhFfVWhfs4LDj0jZ+tdPF6iviiEio7AZAVMnxnClAKrunHiXOH46RFMkap0MJpxjunjo9gDnYN6o0S1PQBqx+AslyH4p3UB3Y/sKS8sM8AAgUBKWVWzyQD1IztA6T2ltWPZbA1QXZogDLiQQlRX1qA3BnElsMzB4uE1cJnFGxuAKTMsrq2FZ5/4yV38+b/6GoYjg2ajxPLKJAyvLZJcXRM0m6WoB2Hu5g+vta6nBZhSYfrYpHU7GZgTQrOeY3F11LbZU+hEWFwuUe34mzW3diPbL0rWBkNPFOZPD3pRZXM5R/XwCoPgpxT0ji2s9UJGQE4oP9SAhmLMXfvyicH6R2fCnWaLTSdXKlx4euqYmfjcv/zMEdauLBEtNmZkxHjuI7cwnNQuvd/PhGKi8f6P3IAqnbG4l/IAuLx1jO96/EY7fAEHEJ69dgvvu7gfHy5k8c0nrr2J82PrGc7H1yAmjKnB977vTRTe9bTvGoD10QLPXb0VHJ/A+QQhA1w+f4TL547aMWo7h0cv72FjsoCqayjuu49/AO8GVDpHoUwb/yZFQRGzEn2gajIUgqBcNIWV8FBazAqqlJ2djozrcha6weOmkJbQ6Aw5mdZdNQNLbQ3Uht5dc3qenFC8f7loCmgojIpKEKyrMvW9o/h5MhQUfbO4rGpyNCbDpBTu5hPGzksLSjbI9nJkdwtkhxnUUgHCDpA4Ll62L1xskFVNazYMqosNqis16nMaZuxi3yTqVhFDQ8BKRmAV+L5Q+lAAtc84fd2Z/zjb+zdv4AcvvRTsx6Ii098eBQeUTF1pzglQFBp1nQTV9BfM0oNazxhtDWZ4bHwvpOml/QnYGs6xvxBqjIIIT2YmySx/dDKsTEtgbA1m2F1MOndtKXPopyEtlgBsOEZHQlk0qOq8O6f3CQTnKrpXotPf5jJv0JgsSJO8YwJm6m6PhLGJ9i+AMtdoDgEWR95p8J5XXQOAap7jv//e41gu8o5O+97hCJ/56hNWTBgZMAPP37gUIui2hv/2Uve3XnkU06ZwtzMti72sc/zXVx7DYT1o58vRg7vTEX7rlUes3qSjiz2j9MbdLdy9O+neGBDh+RcvYXpcBjU1sL3tM7XCV79yGZXrl01ul/5sWuDrX70E4w22RL/mt0s099rOSmcE09eHMHO/gMVW1gz9agauvBioRYS0YOANODsZgrTDUUcMWgrVOUXhVjzb01BL0xLFYbAYxb3GquDkbqWbllHLj7UwzldhQqkxyKYewfr2M1hrqOkSbLRlcLxtjr8T8M4BWGQLm8tJ4EgBmbIuop0ER9WMSBrgiGpVy4jj8Tiqhba+5eVj911VRoxD+44AqKYt4+07I5hXjFU/MRz5qo8yau9WmBDZzjAA7YgkKelwvzvOKby9js8c4TafnwOjGvKllJpso5OO2DFMms4MNMbFKeqC0hxLVkQBSkrAZHlgZJEzCscckXX3mktiTOQdQGPhFgQ5VVCbj600VVbjvitYRkjQgm3ZOYNdLKpgM+h6MR5UaGAZXfZ8vKN1ztMxrjdrACZgH4uDrerGta0DfOnmJdSuLmYAGbA+WOKJnT28eOOCDTLpbQgJuLJ+DAPg1p31Vr3NLdvHH9rFq/ocjg82wMv7OE0ewH1Bra2L50i9KyUqBdVMUd7MSh2citWyyjBQjSvrdGKR2UqFgl1PWvd9gDYEAysdqrQ927RRWDQF1solDucj+J6cuQomNFrhuB5gq5xhf5razDh81pHEr6ihZ0i6KQlsgP3FGNujqW23afcpGgLVCnSYA4YwPxqCp7l13CHRXsyfdMwjwbBMzNhYz2lDdrFu3HnsBkoSth6dEnfbndCBp0OClju/+24K+9L2wGEzhD5SgYANRfa181sgtrPM7pumjs8IlTFMk5wbqX2OYjyyttffb5GuzBsMshpHyxOCw0YFpLTACUkT8EmzjLFRLPD8ssdG7LRaPapQBuvFAi9VF1v6g4BBrnG8WGFr1NeYFRUpxciFx7RsaqXSetxlJ/y6HeUVlrplSge5ly71MJmSyUmZHgCDvMaiHKxoaD+85xkddnT38cEQxnv7dYQECKjrDPcOxpCBcb1oeX82bF1SM0DGHiqsCDeP11xaEQ+aCQbAW4cbsUEvbP55XeCt3a1AhzEROGMotm6u53VpDzQCjGq9rd3ZXYPSDPIkHVvmhFnh3s01EHOw0fHOBppK4c5NG3uFYAJhCQKqwwwVq0CYWs9rtuD53bI9PKR9k2bUN7I2EnvwDENAzcBNwTAF4pmhDiUDIQ4mIhS7wnjWE+Su+PJODd0w4MO2+GyaMbxRtV7hvGMCArLKILuxaNNrDdYGqGvQtAbqBmyERzVH4AVGJ7G/ID8GmY2BYz+VdT5ggHw3Ce7oGZZp3QqIArNj3+X7i3ZMSSRiRnlzFhfkxpdqg/KGj/PCeP33Rnjj82MwA9myQTbT7VwE72RAeWcR8oSxdZ+j67OYGXDfVWUw/uYsZhbcosuPG+RHIn5EmDxgeLNCS9H707gHEQkVxmxmkL2WSg/tXOZ3HVUuVetc/9QrLhCnr87nbxiL550Ey68zx8w00wz7X15zevUkiAbG4dsDHCrrVp2UdZnr63z9ha0Qp8dLYS0hR/jqF6+0a1fAYlHgy1++KrykWSbJKMLNe+t4e3+jdW4i+v77r1yzefw9A1lcZED4T688bZkf4S0UBBwuh/h3z3/A3iS7F3bdAm/vb+LG3gbgbQV8Oxn4wmtXIm2YoP1igP/6+Scs8aYAc1LU7AfwLUGjM5BT9Wm8DUC6ZcTFhzzzG5MFNSFjFOoqg4JBnhkYrZIl2U8QLJscZeGDQ1Ob7L4IUHsm1k2GMrc3xmCrOnRYDbE5mONt2uqUeVJV4bgwhHuLCc6Npnh9/3x7ZyQ5prRr8pwhgYdSSruvLPf13myCJ3bu4A3nDYCWBFo6pwKaoGYuQLemdv8n6l9ea0TuMSaAc4YZMcxYo9xaQhGhqfIuYSymI313UvdPhTNlSJBaOlYrymAAbx7vdJ6l1VL6ILzgzjj2AlnpRF1nkIE+yV9Kn6CNSWQlAg9P9vDifKunE215W8MZpvWgazDfzdT9TS2tGRMwK7IQAGKMigo5GRxXXdfS6bwLdB4NZ5lrlKrBtBogg3Px7tTNlvXkpI704J/u89YZgF3kXIhDOMnv2zYqaszrIpQ3yBssm1PYj6SDvuhh7gKh9mnhrID3/CnWkVoyAObWKFB6SUsnSRJSBCdWFRuLAX9v4XXmfYXSkNgmRvvc1+fbFxkfCwJO6uST/TNBWphwwiQLFXV4hoDQVc8Sdh8hH4vVldpOeO5A/iYINTvfySSvtGOQ7Qubg1rVr9Rrl2Se/FWXl+aEAUgYM8PgpgHXNXi5sFKcurZxcgSTEx0mid2GDQiaiaCfLvBnlltVtTBH8ZqI+yd+B9UtkT4MteiLzyvtmjgtJ3ZDHHnDk52SZSXAkfRFzIOcm4CkKR5/P/f+T55cq3BPOlcdpigZi0CgRC+T/jjWP7QjSR/ZRqWHjd9nYs2qdOCSNol2s/OM5+10QlnRaUSOoWF3qbFibNwe8vr7aXgAAqAHGUyZtdIcoEVuhixj4hNLwk1625I4BUBnzQGRjY7c7g/g3QdjFIxRbSydPkjmE+6nNtbGxuetVQ5DCmWeqDCGc6FLWVVNjjJvYvSwar5XEUDuxaIuMCia9hkT9pdj6zUtKYbSIvqa5+DeYg3nBtNAxBKStLziM8JfSfvT80fWz8B0OUBd5xjMYe1u7ubIDxRURZZe8AL7NOJB734COGPoiUFzoUZ9uUZzroYZG1Q6Q1E2IO/ucBX0nCc9p07vs1Ohr5D7SZ+AnIa+aYrKOAm3pEaEArLMQClGXceEslLsNFj8nHPyab9fGB2B2TLRAFobHSn1Icb58THuzdYQSR08zRPa37MxkuO9t6Pi+JOwPZjiuBk4F9Bx2X3jGXobcDxjUixRc2bVRx1kyrlz1tIItAd6GbD4UZFpNEY5OygbZLwN/N7NDmKMi8q5y7adLvMGi7pYVUVv/ezKGjhG537gPc/o2DUsvCv1bWy3K8lwuNXsGDeniJTQ3jClXjt8UiXSeXpL3jasWOyAr59aoscTUvK5x/qMoIbj/wLhlVH3kkQSZUAgDiNvUf67iu1P2jJIFJe4EE0ZqG7vuo885ugYqFOSxn9J0vl3WlumpqrAi6W1x6kb+5wTdSJRbRgWkHM2kIHKIvwhly6gRR89oa+EM4XeseqcxPFwiLm0a0IwIn4BBuaiwxW1fyoZj/R7ItnphUSCErdHnlIcTyWl7elh4OQcSgohSpeMVRrY0qWLWH3ZxpTRhmi7Hx7pMEH5PUOR1CYw8NGYCmQg34kpALh1V8/tX2fvi176w0re/soxC7E3qMUrCGmdUwIDUCPa4YIct2vKt4HjOpI1l9jjPoA/IDBs498MRWBNAF0qsQcFMlv1Na96xkxYalfWCVtbQt242DurJtm3Q66RnjaBCcs6x6CI695fjrFRLFrbnb41vwpck/YXY4zyqsvAnZDntDI74Ne6BtQ8A90p8crXroHvDGzsG+0OcSaQIZBXy3L7qcNbAWDFMANGs65RXWxQX6yBnRpctnjPGIWmUSgHTXejnWCEHz7TI5Lin2mW+4HO6XuGQmSTzvL8nTSMCBiUNaoqsc1xqscsnRD0SIeUMnhm8zZePT7XxpNJ7RkAFHmDSbHE3nycHHOUjEkfd3uGvopsYawJuDg+wt3F2pk8ikUpRJ3bgxmO6qEtwz0vsgbaKBFv6JT1tRLY2vo0uT9FxF8/KM+cuLhApKxa4NLFqjo5t2ga2bLKrMGyzs+Wybfh7Em/Q6FvgVHs9tGr57NcAz2D6MnkgIO8pEV5WwhLdAAWaUaej6TqiGtXHBEe0U0u+zXqaVyHawmIpUJE8Q2wt5fwRJp0e53SwC4/YAm/1gWtwJjeU5lIK9sclQeRpk9aICk3eTpEbfd9TiYgELFJxf7PGOcq2jkbmC+tR7VGw8uyadUu9siGHINTFFCDgQ3kWRSts4LIdbQcIyC+9Xf99X1mV7bMk0pPpMQE6MxZjBGjRreJ/XzJfOkpk0rIPFOwSpohY/qEMhDPZ5CwcVy/7GOoQ3Ssj5iLJEcU1Mai6qndi9F4ROMo+h6YdjEfgRny84PuHPr2sGCM0jrcfmPRnSAV4fZ3iyvcdz8EipxjD58WnXHxUp7AfEimh1p1Vs5a3BC8r/kYOgzh2jbBY8lzuHxhWB/AHwgwgEWTY+QYhIiAWkUYhd+ERV04T2t2Gc7rMjai9/l651C4epUxcGRa3w65Tlb0pGpyDPLGMU024XE1QKEaK+kRhHunmJ7+su9jk2OhC2wPZlEZksik6GGCF1KGIaHLyLmEzg8ylLcKlLcz5IcZ+DgHO6cfgdDt63/Yd3aDceGkN+c06os1mp0GZmScCj0Fr6u+mVWVI8+McxrkG5V8ngR9aDtBfz0jc7YyRR/PCh6vdY64+4ETmLyisDc5TZNFz1XupDnSCUFSFhFjY7jAxeExXjk8v9LRKohxbjzFcTUMBD2Ld6e3X66XFYPQ80wpgwvDY9yer4dnq3imTnbfXQLODafWmYHzaAYChkVj3UFHzN99TKyAYVEnjMYK2sFBlhnkSmPhVNUyZZARh5g6K6FnHWbKxuPxzk7OCn8EbHQIKmecv3SI2/c2oI1VIWFYomA4rnF+8xhv3NuGVzXxRMXO+gwqN7hztBZsdZgAZIzHt3dxZznGwWJoTVZyuweUYjy6vYc39zah6yzyyjbMa5ybTHHj7ia4ccvV2A04HNUoSeN4fwipnQIiFOsV9CIDz8jZ07j4OASoLQNzpIDaElvWxoCglIEaAPrIMnVsENxQUw4oGJiFIHQd0aVKAA2sRwuGuxG2px0NYJ0RNOIay2OznMC1q0MwNP6GnGrTEs1OSsAZxQSYwChcKIEtxGlLACtlYwN5hsmIoJ+1VVmD1v60bNtDXf7JqqgRQAqUZ5bRyfKWuckzIMQhcmUFQlpZ+56w4dx7TxQb3zn3zhPbKSMniXHjKFinxmjngKLiIwanT3XOv/XtNNamRbqS9vGjUu9kXVVGtL+BxGGHHw+Rl5Mrzk7D5Cns17MfopYJYzdWJPsPv/+Um3qKCTk5vnJcfZmptEtID4OraNlXN7Qs9gfIMywiXyhHpM3sp8moZVQygV+y9i+UKXCP974oXUkHBkledLgtELwN5RTUa7iw7719DitAeS0p6SRDeAklQ21AQpfnAfwBARPmnlnxDlWwgvzooZcWdYHJYBlwzLQaYGM4B8gFwU3yp5Jgw4TGqc7VtfCglFZ0GkFBCEyT9LZV6RwLXWJzMMNsEUd59yjMo/i4ZS2wUbgzX8Ol8SFuHm3Gvl3kdu70T/Ze4CnJ4CwI2VRBLclJbeIy0+OnMwyurHzUIBs0mOsCPDDgnHuH0hiy4SqYg00dM6GqcgwGNebzATid/Q6jdspktOiut60kflLP50llpo/65ozSL6c0NztuwAXBDP0NzWomRymDsmwwn5ddaQ4QS3N62k+K8ezmLVyfbWJaDTDELEnHobxLa4d482C7syd7uxMWSl+a+Jyn7lN4hnxUViizJvLyFh3Bq7geASoz2BrM8M2jc9HzYelsZNK8qalA1G6Kf7vjsSwaHC2G3W3mxy+pY5A31o5PZ7C2QhrMsA7AqJ2uk9gujy+KXIPh8c3ZYx+8548xZRiTosIPf+ibKIsm3Ib6ydhZn+GHn3kdmScUDKwIWwPPXbqDj166ZelJZ7NJDOSG8RMPfxOPrR20ly+OuBjmDX76sZexWS7tC273waW1KX786Vettxxu3xEDT1y5hz/25FtuQtulosD4gQ+/jmsX9lti273Ohwbf+/2vYzARqg/uVn1rc44/9gNvQDlWVsYGufTkMZ7+8N2Y2HZE76Mfv4v1h+YdYtwMFLb/+DHUJNEnZwZtEfLv1914HQzww4D+sPDUJtSK5u8foLmSdaKvc0Y4/vAIZiDQgpM+mIxw8JEJ9ICs57S6sTY4iyW4qm06x+RwODbYMiyZi8ob/shKac5tgTbXbEycorRqaoqsK+vnNmEGWYyhmKHHOY6f24wIaY+NqgtDzB9eQ9/WnT+6gXqnx4tLpnD83BbMKEc4+d18m1GO6bPb1kYsLA1bdnVhiPmj69FcESzBPXt8HdWFbl2cKRy9f731kiLWmx5nOPjIOjgXJ7Uru7pY4PjpETqTTITpUwMsHipEHsTpIoRoy262FKbfPYyJF9dv/ViG5pkcKWdKDNB3G+Cyb5d4XwCTH15ArbOw+bJJBtsNHv2RO61KGdp+nX9iiqc+di8eJJfmue+5gwuPHoe979ueZwY/9KOvYGNj0VE329hc4Md/6EXkhbaOQnxeAI9d3sWPfeSldv9rBHz9g0++jvdfuxURVkz2FuvPPPcCrqwdt5Jil39jsMT//P6vYZg3IEkEKeDRnT38yWdfRMatSq5nfL7r0bfxgWu3WzVd/w6Mj3/0dVw8f2Qlzg/i6PyBwrwuMSrqCL30gkQJDrxEh9xCmdUlRnkdE7knFMxs3SlbqdAJFOlJFAhs3cbYSO5WeuNoeUPYXU5wfngcJU9QWIclkf1kBm7NNnBxdBhU4KgvYad0f3vgv7tzfaFQ7GYob1rbm2wqYt5IRsiX3Td+vt0ZYCYG5x7aw/e9/wWoc0vwwERUVdQ8Q2BNsQSNKRjVl2Vz4jS0DbsPEGOU5uSez94hldXjzDxMt6JOYQzOxQWUrCT5TgCGA+vsQsu4OWSJ++BdNkLGIhkxJoMlHpns4usH1htt12GfXTOTskJOGvvzfs9nLL+QzNs+9suub5B6h4OA88NjTOsBlk0RypP7IGLs/aecMGIM8xpl1lhPcW4MyDEbUWDVUMCqWexwMQDbILllpq1E54SOyZyjosJCFy54qZUIVTq3rqbPuJx9smFeo9aZdYRwH1vhPS/RAQPTaYlf+fUPouasnT+Hj27d2sC/2/2w1WfMWwTHBPzuy9dA5HTWFYJ0RrPCv/7SR4Ob6MCVMrBYFvjfPv/dqJossvUhBt7Y3cS//exHoJusc7PywmsX8SJfDIS0J0wMCL/52ceAmlwbbAeYAD1X+N1PPQxdqWj1EzP2d4f43KffB65teeHmnBm3X5zgDkbtGDlJAhnG67+346RNvjy721QF7H5mDVgAVhWsPRn4AGg+qwCNLmF6HVA3HKMSbC0YMIzhi8vWpkCoDZE2GH9tDlSM0Ey2N2HUGKx9/RhqVoMrJ72pG7BuhAvqmOi3k6bFb0cEKyfFqRrrVa0sQKQse8QAacbolSPn9jkuMFtojF87busSTFyxVyE/qAJzJhfj4MYU1EgM6aDRGL12BLUUukauUrXUGL553GEIAaDYr5Afe+917r1SIACDm3OoxlibIy/JcWM/emMOtRD5HKOmKoPx63PAu3AO6kwG+aGGWgjvHaEbjMGtxvVLjFMfIhLPsmOD4cvSg157qqlbxmKncJUlxutlAha+fkGkaGD+9RJmTu16Ipumnirc/tpml3BnxsGtAeb7edh7dgwtU/nmq+tYLnMrRYVbwxnBaMJrL+1gOWtRKLnxXcxzfOPVi50DGQDuHo1RcRadw+SWzlt3NzEzeauWxu6dIbx4+xyO5yUI3iucfVc3GV66dR66UXYvoWVcDmcDvHp3O1zeBOkyM/aORtC1al3jeo0aA+ztTrBYFK2K3AP4gwG2zEqRNVCKW/35BNf0ZAPYek3LlYYiA43MlaWRK43KGyKH/ZYWZhfYomrV3+IKEO/hvr0sjwkglFWJPHdma3hy63ZrKM5J8ScQKx4t7S4mGGY1RkWF42YkmkJtwt4+whJnNSGbKWQzK70JHkN9w/u+yyoCHgE4Y5ihC1Q50dA7De6ZETbLBa6uHeDN/Z2WKOU4O2CDW2ZKgxS3EggmLJYFxqMKWidqWfcL6VAkjFpfF08q5qzFB+gr/IQKzVCFQVILAzNKCFjXYB8nrK66DgjAZMfyBGkXKcYzm7dxZ7mO3dkk8tZm62kZpSvrB7g9W7f4W6zXlBkOz07iZk4Z7DCOxLgyOcDN+Uawzzmx3uSVh63BHPOmDGpiACyOUKa1q1mJE9K2d98XmYZhCmPTWQncDXS8Vi4xq8vg9GFUVs4DW3/8opNgVNbW49p9ZvwjwegwgKbJ7LwpWGJFUbh10g3ZcCyGIyNlrVVQIwEsscDuwt1HmKUgrGCrLgLCwusPklifCoAhLE1m3UYnCFZrFSRNQs0ZAFC7PPZ2mH3zwADqKnM2RhxVyMa6IPU0vdx5pgbIGwOIdrAimGVCnCvvhhqOyeHuptMMLFwbkndUA+SYFDtggphd9JTlIJtraE9keQKfLBOU7VeWualrq7KmrW4e+7ETRYaijYt54hmcLAPy3HlSc+6jfZuZgq1VNpfulMXYaIaaVjEy8LYPtU5U+Nq8aiFU6hJEks3EjZ6vD5bhyKYJMeLrqgyo0tEzD/ksjoHCzNbVdlmiOKzFXPhFwqAGKPbdDW9YN3Yxq4WBmpuYuXD9zA+bBOsmExsYwTYN1Yz8wJfn59iN09RR+X4cQnEM3kVi7+PSaIa5RVEdcF0wlcL8hr2R4khFjVAfZaiPslbaI/bl8R0romcxtp75eOvNbXv5kMjFqyrH229uWbW0RF3uaDrE4WwIEuqzvs5v7m5Z9TShSm3dnxO+fudC2x2hurZcFvjKzUt27nw9buj2j8fYPxq3w4j23eu3t+xz90K5dwzg1dfOOxW3+4k9/QDeCSybHAo2UrtuEsaYk08P7nejbbySMteY6wyVtgH5BkXr5jkqqwOERVVgczyHj8fTJeKS/H3tcWnnVYFz61PU5Jks63lt7JwJLHSZZumUIevykqplXeCoHuLC+AjHi6HDz6v65PI66Y2aKWRzClKbsLUF89JLSJLdJ4YYKBgmA8yQYUYGZa4hN9WyzvG1g8v40PbbuDHdsMR4MKjtDpXRCio30HVreMeGsFwWGAxqGFathOJ+IWFswjPXH09anDJ8p0Ja/H2BN/wXns5IM8rrcyyemHSOzTzXKHLdo7IGkDLQdddDGeIisDZY4sn1u/j0zafiC6gEyrzB9nCKL996HzxVBSC0Naa+/Hegd6Ld4/RCoA+KTOP88Bgv7l9amejU+SLgwvgI9xYTsGn7OCgaNDqDOaHffWWFSsXhMSxqLBsnjelDAukjYqwNlrg7XQtjOC5q7M260rKT1iS5siblEtOqvG8m6T2vurbKS6EMisjJxvJIIfAOfTdAkpI2Ip97FpSmJL3o2tOhf1UckZ2FXj95BkowI0zkiCSKGDPyti+eoA8Etegb0Noa+Q4whG0Dt0Qp4GLMuOeGBdNBcV54YpBawlmWEzUAcqAEyPTJjvHOBpaVVVVbOlU1rQOTI4Y56rIdDrIUaZ6DBgPQcGg/y9IyOdI+JQyptWuRTgxIphGMAgnCObZzSRBhH5EgG955eJZjpEU6vh3smdPoYCDQoGzbJOyzwskfqRH4fnA7n6C4WWHNoC0zXXcQ6cO6dJ9GzHnKNJIjtZ0Uyq+vVl95xZhHdcr+odsmsa8i2xcBnLQr8tgm00kGqmfaKHF20HF+Qm7Po8VZXppsy2fr+MSr3wrE5b93HAyIv5Z5ao2spXc4Eo5LwvB+K9TQAzgVtFbQrJydjnhxCiVJsF67Ku2cGcAS0IumwLhYwqPiOG93MqvGBh7NlOlHN+kaSL8HHGMZEn977GFWl6hNho3BHDHHfTqEY8cQ3p5u4aHJfnAz3W0kWS2NBSHfy1DeKFDezpEfKqiaWnX1vvb77xIfEGBKBm3WeOT918GXl9AbjQ3smRAUbAivHpxDmWk8vL5n29hLdLTpWTvHBKEQQtMo1HWG4aBa0c/7gHT+E/T3TkvvQ+kRvMOCOScsnuwyOUoZDAc1Fsui44lM5TZmVC+TI8ZfZQYf2L6BG/MN3JuttQx92lZnm7O/HGNRCakBAzFixMozXGDkdvxXjIk/nkCMzeEczITD5SiuZwX0NSNTBheGR7g9W4+0ukdljXlVRN04cSOeMMlDV1a3kf0NzhRjlNeYurhA3gNbx15IQnqG+aYQorLuA5W89xmdAMmcMNr9IXXe5XefNmKWfBqf3yOkwAyxK9MRnNJbUmOCehUL28/0plseOMbZZchLEKAlhkIWR4ClTBuJHRFc5wZK3lUqCPDgYjoyTBeEaErESyIyjG8P4Sqq7UB6GKcMktZWcrNYghcL8MK5jDYGPi5OD05vCxfuotVgABoOrJpanrVuoRPphlX36rav1422ZxhiTNKORcpESSI9EOMk6pHjLYtsywlLTRxoRFatybrRFoi2h4GIv1Pr3czIhe7roPZ3irzlGg5tjEZffKN2rfedND2MsQxCS/DezUTffFtXybLl2nKOG3rV3P38ZAqcqda1tMjbumP2h17afvHVEzXCY5q80IguxJyjk7SM8NsPgXNt28fVi8vRgLNC/9ODy0uFvUqbMLvzuM6P+2m2zw/gWwPjHBKMC+EtbTUyC+/941lVYuzsQZkJx8sB1ofLFbV1J9MYBW0UhqhiL6A++SqCq+e51gqNyUQ8Hct83Vus4eL46IRWrKhHPLs528TOYIpBntixMKxq2pFCeTtHeTNHuZshW1BQx+zsF3FuhqI8esoYemxQn2tQXWqw3GQUwwbnN476NHkCIVHVOb64+xA+unMdw7LuHtAJGK0sykmYnarKYYzCcFCvqE9u9PsAj4+SRylq6Psuf/cR2BHtfBZ84fuQetFL8ipijIY1llVhpZ2CAFKZsdrsp0gpSDF2xlM8NtnFl3cfOlFSVmQalyaHePtwSyBw0b74i+xQeNVHApw2JkTAQ5M93JxvWLXFPkciJxXjXgyLGsOsxt5iEiHuYV5jthyc3AgJq45Scqpjqa3Pqrxk3XQr4sDY5JlVta2ca+mV66jne6ZMG3+H74+n/qPB6DDgl06wmyHqEAYEQYAIo+XU0wsrWCTqkJy9aUXCPbkPmS9TVlrjcVXwyNYSVVJtBYSYqYIoyzdcfPj6AlMkpD9wxIv1ZhWXlTIm4WY6lQqkRLPsaLh1h7jxFu889CGB6KY7KV8bcFWDF0sYH/gzSHG6S92Rsu5/cnY4OWhQgkZDYDiwwT+zhMnpkwj4PjiJDXn1rg4DR4Ih8P31c9o5Uvsxli8jOGuQi6AnX0di5H9672ro9smXy8m7aH37unsayYjXAxDnk+vDpWun3mcUY0RK5OnvT3gvmaA0Dygej0iy6JL4vdCelSvGkF08LRZ9su31+wpektrDcFrGhsIn4PawVD2P3MO7T4NIJa317CbGQYy3fd/u/9C2FFz5BI+vsJoJaodArOme9w/gXQGLlwnTaoC1wTJ+Ic+RnjsBPy3TZYlRWYdJPVoOsV4uEGLjRPuvpw1sVc6Gk8Z6Cuw08BQQa4gZmC9LjL2La7dlb043cHF0BJVFp1Z/OSx7147R8XKAuS5xfmQdG5CxXtOK3QyDmznKOzmymWq9p6Fd7yc1nQFAAWbAqLdszJvqQgO9Zr2nMYDrh1u4ur4fu4BOhogN4a3DbRw3Azy3fVPEDuKkby3oRkFlHEtv2KqwAcBg2MPsSFHvKnWVM0Kas4+J6Tt+eimA+8ETfW1O5kopxnBUoW4y1JV0Jc1QyqqhB1Wsjpc1R+s1BkWm8bFzb+IbRxdxsBgKaU7aYMbFtUNM6wGmPUxBwPM9NFc/nH1eskzj6uQAbx7tnGp70m21f8E4NzrGcTMIgTg9NEZhEZwHyA27otkr5jLLrOTXqsX2LWqK8zIwKSosdRa8Mg6LBpXOTlQf7AWyDhUIEDF8zg5/JBidsmzwoaduBNeXTAi3V5PJEs89esseDIF5sX+Pbu/jsXN7bUHuuWLGB67cwvaadU9IbJkmzizH+rGr1zHygdsELlqfLPDU5TtWHzqhJ89tTnHp/FHMULn3Vy4fYn19icCcMaxNUcG4+r5DZAMrhmqJLEI50Lh05TjQkiAXRR7AeKPC+vmqVXHzC5SAyYUaxdgjad8B64GMLqG16pIqWQWA8y1h750eAACPCWYzE+PXIgq9kTvPagKFOoLWlK7hTQOez8HLJdA0ghEQc+I/iNpYN0Rt0M/hAFgfg9dHXTU1AHqUWS9jPQyfHucJTnQ/MmU9pEm1NQKIFLjMwMMsSh6aO8jBeZiUaOzNOI/b7xeQUjAjF0U4YlxgGedSIajXCeLdlKqtSzJhSkGPckeIx2PJZMcjqDKKdnJOMAPh9lswd7Yuap+L7kUgCDfOADP2h1g8r1wSeCAGUDBgNALIu0AOGSxBocYGqftlAIAC8pGwZRJ1ZaVBMXS4ARQuCAAgHxuowq1larsOAkaT2jlMEGcn25un9WHr9tdkCBcMRa4tYZrEzIICRkWNotA9DAtjPKiQKRNLgmC9Mk7KKtTl3zOcO1bVRASf/65ydoa87fh5PKVyYyXVBCj9zgmpB3A2OF4OMC4qELHYbilBFS8KT3Mt6hJl1livobAupgd5k3j26uZvgTCvSowGFVYGDj0JoiyE6bKMnRswYXcxwTivMCp6Yvx0qpTkNIU0Wiu8cbSDC+UxssMMxU0rvckPMlDVpgsMPyVFSjTnzlZTMJoNY5mbSw2aLQ0z5JgqYsLhfIRK57iwdoJUB9YO+PN3r+HpjTs4N5mern7GBNNYex1JrDPDOgMBY7BKshMN2RnnzR977c/o88SmIqGBSXx8q0xO0kalGMNhBd1kqKrW3gvEdo9kppXwnFRUATy6eQ/jvMLXdy87NTf05ityjavrB3jzYKeNPyNpsdDblLh3z5OzIb2Y6m2p2+fboxkyMtj1kpgThqinZvtJsM4MZhuRih8RsDcbt30/rcATah4UDbQha/vdYYt7xoWA9eECx9XQ3f1az3fzugQ7qVXCJvV2zj8flxWWjfW6dz9LDvijwOgwgzJgfW2JTAmPEAyQcwe9ub7obFgywOZkjq3JPLbXYUAZ4OrWIdYGVYsBXHkqYzy9s4sy0+0sus+twQJPX7gXpEWeMFKNweOT23ji4l1XOVq7AGI8e+0OttbnYAWYnIL0SBWMh5+5BzVIiH8ChmsNHnpqr/fwWru8xMVrxyFta59DOPfkDIMtH0QHATNyThi9fwka9my1CVA8p637Y8gxZqiLBvRomAxbn1Pfqx/LYXY8g8HWHsipqdUbhSU4tbZqato5NGBYV9GSuXD/QAQqCiBToCKHGg6sFKcoUV2eYPHQ2Elx4rmePT5BtV0KBsj2m3OF46fWYIZ5eEcuGKQeZZg+tRGvGdt71OeGtq6gAucmmgjzaxM0W/LGyBGoinD89AbMMBNtsO3Q4xzTpzdc/JgWwRARqgtDzB5b797OMWP62ATLC4O4s8pKFY8+OIEeCwbU1anHGQ4+NI6D0rr5WV4sMX1qJNaFx+6E2dMlFleLwHB0QEqTAEARmu0M8+8qQkwaOZLmCQI/o9weaXtHzCg/XoOuCETrxgklsPOjh8jG3hd8W+Jop8JTP37bxpnxHXN1PvL0Hj7w8dsuC4c9wRnhA997ExcfOQoSHE8z5rnGj//Yy9jYdBcQQLC/O789xU/98W8gK7sR4R973y5+7COv2KHwMaYccfZT738Zzz50u8VFrotlrvEXP/IlPLK1H7wx2voIO+M5/q8f+RIGDt8EF9IMPHXxHv7cd301spnw0uQfePp1fOyJ66F+PyQZMX76B76ByxcPXbvu90h5APcFbF1Md5iTAAnFFGdF1WRgEMrcqotVzlB4lKrCnQCLqkCZa8v4prUzIztqenL1lc1Y1gUanUWPrTOBgZPGCOXflCCMqEuRSBPUcYbXX7mCV15+H/J7ObKFld6k2k/+M/B2LQ8U1EjNiFGf01heblCfb6DHpo0d1emTVS9842AHD23s2cvSDs4HwNa50e5sjG8cXsT3nH8DRaHRIgbRTzli3uW0ZHbYxsJbLEoQWaKf1Aq8GhrCpzMRvn5q0bHsR/IoLt6/o76HZ4QzMjmjUQWtFZZL7wnTMznOLicNfCm/e2mOYqyNl/iuc2/hc/cebqUcvfY8wJWNAxwuhzhepeIV1mbnpA3POEq7Ijva4wru85H1e3h7trXa256Y+nT4PeS5dWZwa7oZMUtFrrGsC8GoiT5Q99Gq9gPAqKyw8N7TotpXZCDGxmCOg8UojPukrILE7MSl01Pk2mCB42rQesw7M5P2Dhidz3zmM/hTf+pP4erVqyAi/Mqv/ErcPmb83b/7d3HlyhWMRiP8xE/8BF566aUoze7uLn7u534OGxsb2Nraws///M/j+Dj2tf/lL38ZP/RDP4ThcIhr167hH/7Df3i/TbVAhOUsx2///qNYVnlH4ru3O8Fnv/KI8yKBaPC+/OZlfPH1K6Jz9k+D8OvfeBJv3t2M3a+y9bj0b5//IA78hiEEdbQ39zbxH59/BsZPsQgc+IVX34ff+cajLYEZDgDCf/3CE3jz1lbcLwaaeYb/8d8eQzXLO4H9ju4N8IXfvAZjqEOs3H5xHa9+6VxLuAVPaow3PruJ47fLziJSS4PZfxuC/TRJGes+UP921htzw7yhgK8Kpkn0bfDlJfK3HVGqbdBPXlbg2QLFq3dAjYaX8PiYOAy23tZ4xc40xjoYGA2BgVNTyzMMbi8xesMHCKOWuAew9sIxyntVRLiDCKphbDx/ZD2l+T6zVV3LZhrrXz+ILzZceeXtOUZvTJORsO/Grx2h2F0iRV1kGOtfO7DupRMGOZs1WPv6vlUNBCBDmA3uLDB+9TjhEyyDNXllisGdZTv2nrDWjI0vHyObCo9yTt0um2tsfWkKSm/yGRjcrjB5cda2Tagcjl9cYnjde3ITzIeUJCWYLd9tMPq9Kq7LMYXqJQP6umcCVbTelr9bwLwdM4MAgArY/fQG9FTF5RFhvlfi5U9fsi7QQ59sma+/tIPnP3fRLQuK+vaN/3EJd99Yj89otgHLfv03nsTh0SB6DgLu7K/hP33mOehKhcsMwOKA127s4NNfeyJc/PlzHAT82suP48WbFyJPbGDr4fH/87Xn8NbxBpj8PrBwMB/gV77xLCpPXBICTnrz3iZ+4+uPB7e+8sb7K9+8jBfeuhAdckzW8Pvzz78Pe7tjweR++8N33Lnk24WWOem4eSafoieTA2MIyyYP6mLaEGZViY1henm3eh5r563NM0tpVSGm1qoOiAZrTdajkmBgvDOBq2v71kNhSiP1Nc0AaknI9zOUNwsUt3Pw3QEWe6PWjtbTcySKbGm8tmgCuGQ0G5a5qS42aDa0dSwQN39FHwlH8yGm1QBXNvY7r+U0GaPwjbuXoMjgme1bscOBFYyBcd7zuswOsFjY2+/RsO5lRO8b+ujTvn7Ltp7GBZ1a5xmYMLKqUaOhVVdbJnYggcnRqnXL3VePKyvPNf7Yhdfx5mwb14+2nPvp/mzDosKlyQHeONhBnzcvir6dcS/IdZ2scZmsLBpcGR/g9cMT1NZWNz0w0lvDGTQrHC7buHnePqm7x1b0gVf+ABEwHlSYLrq0oWD3oyd5ZjAq6sA8Zsp6bZtVtoyVfep5QcRYK5c2PhDafX1WuG9GZzqd4iMf+Qj+xb/4F73v/+E//If4Z//sn+Ff/st/ic9+9rOYTCb4yZ/8SSwWi5Dm537u5/D888/j137t1/Af/sN/wGc+8xn8wi/8Qnh/eHiIP/En/gQeeeQRfP7zn8c/+kf/CH/v7/09/Kt/9a/ut7mWMIXYax6PiOCWAXH69CHehFvYMh2SdwKh28fsAiFRVJ+/HTVEEpfZgyBTqIdFYIBYuChnZWPpdNap+4sZNArlsmoDYrUG3W13mNuxCS/JNwqt4wJpH9G3uvxPLcuReREbuYqbfdLOOUOjrQe1xTIO/tk2tFNd9J3ISXGsmlrwqJbnwQ5HGli3Y2Hbar1YcUyk+2TaxPU4opqYQVq49A1JyLqy7qj8+JNQqqcIxgpWskdspUbemYAtn0G1CUxWCIbp2q4aEzMV7lNpG3coeu6aoWojbDXaMonRxg1KDjtqGKrq75eqjOhz21epqhjG3d8vMUHVYtzFOFPNQO2DbQrJCMHG0PExm/zycN/NPPER7evXQD1TohwK/W5qhXqRIV1cxDYmTt1YKZjP53HHbF46NQFvm+aqMoTjRekchIgi2d7ATxeF3QK+mS7N8WyARZ2oShLATLhzvIZlk7Xe1dz9QI0M14/W24Nc/M2XJW7tbwTHKN4ukBg4OB7iaGoPoNQpy807Gy52ENq1820O33HnkgCtbbDPSbk84fBeRZxY+5W1wSL83l+MsTmcx2fTSfSZsW6mx95OKFp/BDM6Ja5LcjhVdW4N8v0rJtycbmJnMEPpHBVIxkTuV9KE7FihvGNV04q9DGpJzhGHXffRpZ7f5m4/sSiOc4ZeM6guNFZ6c07DjK3tzcn94GS8rOvt1/fP4fLaIUaDRAUvjLNtQDXP8T9uP4oPbN7ExclR64VtFbHPgGkUmNHP7CwLaK0wGlYrpH6yLUk9JzEYCX5fyYAm398FdqvTjiLXGA0rVFWOSkpyAEAxVG7Amk51PgCyjgqe2r6DzWKBL959H0yzWmWNCLi2uYfb0w3MqzLusyuvS/YIAsz9jNdzT9Lkkf3CuDg+RG0y7C/Gcb0ezjDYRMBDa/u4NduA1u1eHRZ12Ic9tbfzmraRknRg6wggazr2PzHxE2cflxWYKQQX9Rcpy7rfxuYkXizLDIZ5jemyj9E6He47js5P//RP46d/+qd73zEzfvEXfxF/5+/8HfzpP/2nAQD/5t/8G1y6dAm/8iu/gp/92Z/F17/+dfzqr/4qfu/3fg8f//jHAQD//J//c/zMz/wM/vE//se4evUqfumXfglVVeF//V//V5RliQ984AP44he/iH/yT/5JdPCcBSwZEhrYEnsMgFwQwDS9tAMxADKLLzyCJXezjowCTuzsIU/IiA1DsMSEPHdCOBv3Sc4o2X7aAshYJomCxwRRjZz0sGAJDIZy/WjLTjgsiLYQkgbLticY0DM/KThmguXBJe1eIn+NlghmrYFlZaU0dd2qqMXFJkPr22klF5Qp50WtsO6jMxU8bIVxib/AUZDicYqNBKHsieLIIF4yFRyl93Y03hU1dcaw0yE7FkRtMgKIVGBGWZTbsVNKGJyoTSye+cmWB5fvF/mF6BJFYyZPN3YeBin87IyfJ5DTQ1aOpf/dcnNxWiX1cAnx1BF616R8JN1kt8ul/Z7Et7EHGkVpvGSFRFMjfowh7HnYGjU7N9UM4QExbPb2uz88pRMlabcX7i+CmqudAyZur6e8hp7YVuG7AiAu6EnOn6srGtLo4rl1vNDxxPVtCt9p51IMhKPlAOvDBW4dbIqGR73oJYKYgOlygJ2xtQnhBjicDXF1Yx/K2zIEtL6a4zleDrA1nmOXuFUNSY6DMwMD2+Mp7qlNG8Ecto3zpsD50RGuV9uR+gkZgCpCNsug5tYddJ92QGiS3McMu9bF/jSl9ZxmRgam5Pi9/5Kgj7ivblPKDcyMeVXi1nQDj2zew1yiv4g4Jphc4d5sDV/eu4ofuPga/nP9LKbz1k6hQyx4UqPJoHKNLDeJlzHGcpnDGMJwWKOqczR1drKwVdaz0lNJXz7xmeIvPzQn5hfI7AyqdKQYZdkgzwzmi7KNJZWoq7Gmk+PAeJU1YlycHOGj29fx6RtPYb50bqJX9L/IGowy4MXDK1jl7SzO21ks4enK1+KMkZ8qYzy+cRffPDpnGZQeaVJKwvSNaJZpXB4f4PdvPxyticlwiVlVoBMcNS0/pSF7YFDWaEy2Wr2uJ9/GcI6jahBwwNgFCjWGVqOkFUtmkFuGbdkUp6btg3fVRue1117DzZs38RM/8RPh2ebmJj7xiU/gd37ndwAAv/M7v4Otra1wmADAT/zET0Aphc9+9rMhzQ//8A+jLNsAYz/5kz+JF154AXt7e/fXKH/49zAEgW/wdKGBcEnJ1vWqK6OX004nl4DI/aunm1gs1B7RPfVtjr695ZsiYl8E99U9C63r/cwVnFEkFWiJxLYBJPsXEZZJmcl7lgRmyiT4Z8bYgJ/LCjybW5fRywpohDe10xYxkQ30WRZOgjO0ntVyZ0jvCXfqG0zRFf8+sRGJ3UKvqP8s31Omzbv2leV6hihlhmRTg7SJ+uuTcynseORHp/0k8kUUP7drxT9Phic0kBD3MWJm03ZSywSlbUv6Zc946v2TkqloDMIm4fgPYl2G5nmC37qt7sy//wx1CrpDMDF955kfOr+HTEZBRTWcOdJdNaFL+3ic04e7gODOPpJG++mSn+E5B9fhPg4PAIvj0oMY7fielT76doZvy3NJAgPHyyHWy2VrT3Ua/hPzu6gKZIpRZJaznVeFdc1b1PF9xQkk6mJZoMybyJ7rvpgciQJA1qC8tFJ5i/Kt+tq19b0W9dSE7ChDcSdHeStHvm+lN6uYHImOvL2Np2C4YDQT51jgcm0dCwy4pXBWdb2zT/zzbgZm4O2DLWRkb7ejrvst44hqowkv7V/E3eUE33vxdRSFDAa9emBNk/VKdsCEus4wX5Qoco3hsLo/VbZvwTvbO4KzqqqNKihizObvApOjGJPhEj9w8TV8ae8h3J6un0zkA9Amw0t7F1E3IsCuXBOnMQmn9DF8pkcxMdYGC2wPpmfyttZXpC9nazgDga1UyNGfRIzJoMLxYriipBXt76N1QVgbLjGr+uxzeg5C0a79+Tj83hjOcbywNsNR8k7e7u+1wRLzpoTW6h3dvbyrjM7NmzcBAJcuXYqeX7p0Kby7efMmLl68GL3P8xw7OztRmr4yZB0pLJdLHB4eRn8BAkHRjmAaBDQaW273Kcv8/oFQGwI8o0TWtSUQx9ZZcW6xs8+Bj7PhVMXaG1x0NgqLfgS1mOiZJw49keUjSAt3uUAU9JMMB+ItJTR7QRK2PcxjnFbeajsCOriLXjgGZ+li4uhQYM86d3+ujV5NbVCCBgNgUIKKVk2tw9gFZkCWLol59zvEGULMCHrEJ5kJoPWQ1hkLQXDL30DMzKTPO+84rk+OZfQ8IfBlYslU+OdyP/jDncXvEENIMjnUfvoTXY5vGFtK0ovmKBKSlqRvEkjEz0EHLSbEiRgbOUc+XXC04d75NpBzEZ2RUNNMyu2eKlFd0YWvHE+/p9PLL07Tu8fJ5UdQw8lcOUL3vJ0rxAShfJ4ySXKdRxcR6Kp0AvD2VCHI4nc4/GGeS8ApZ5ODWVWiyBoUuV7Nk6yYjMYoLJsck0FlVTGRYVoNsJGqr51AIjQ6Q2NUj6rLfYAofrYssT5aijs0wtvHm9gs5ihrg/xejvJmgfJujmyq2rPzjOWbgsFFG/NmeblBfcE7FgCi28UIKC7oxGq7NwxNk+HF3UuonYoQifElglUxdudrU2f4vTuPYJRV+PD568jy1pEBmdUqaJbZsTY7qec2ownzeQltFEajCmXZdFGolOREXefus3cTzlg2KetNbjisUVc55vOytbvxTI5iqFzDnIXJcSi/LBr8wKVXcWuxjhf3Lp7oZc23QzNhvjzFZqRz4yTWVrS/0H0us8u6CXhs4y5uzjedzQqd1IBume43EXBtfQ+35huWWXNQFg2IWMS86RmDvjZTNwGR9fp5PO86UVrV6DwzmJQVDhdDgAmKGOOysjY2fRd36WVdRHowNoYLHHr34O8A3jNe1/7BP/gH2NzcDH/Xrl0L74bjGj/yva9g4JB4a4MDXDh3hB/5yCvIelb6R6/dwMeuvR304QNhkDH+xNMv42HnBckWahf/sKzxJ59+yR06HAgSYuDixjH+p6desa5xE3z77EO38bHH37bN8oQUACjguz9wHRcvHLUBQd1cDwYNvvd7Xkcx1C2h5V5Ptis8/d23gMw+b2+jgZ2HZ7j45BEAjiUwBFx+/xSj89Ji2w1VQVj74AIkLwi8Kt8EKJ/WjjiyA+X3Le0AfAXBDocXS+suerG08XAMw0px5PomK5mR9QOWSCsKmIubwGQEGnkpTg4ogh4qLK8M2lt/wYg0Gznq7VJs5paQXV4oocfOT7B4zgpYXiphCuGa0Z3cplRYXhi0MYfE+DdrBeqdATrMCBGqcwPoSdEh8FkRqvMluEhi+wAwhUJ1fhjHN3KgJznqzSKux6WrtwvrKlrU7wn86lwJk0ubFQCGYTJCda6wY5jgMj3M0GzmLbEsutBs5NAjJZ51mbxIykIEMyQ0F7N4DB2YTQXaFkWF/UJQlxiYxEwHACAjDB6qQYUYB2PXeD5krD/U6ta3Eh7GcLPB5EIVza9v0+TiEuWkCYwH4C4SMuDclSnyUouLAvtRDDQuXTq0TSZEEpP1yRLndqYdxgYMXNg8xmS8hLzwAACVAZc2jq0nRwHENsjdlfUji7/EcxAwLmqcX5vZwp37aNIWz62PlxgPEqLWMT2bm3NLZH2HOCL4doeTziZ/7NRNhlo7pwK9hEcPIRT2pw8U2trp7M7H2B5NLdEIROstyu/+mAnTxQBrMtjoO6EpXJuOFwOMyyWUcqpwFWF2Zw2f+/pToJtD5AcZVLW6T6nzjwAK4IJx+eG7OP/0HdSXauhNDS5Md7ywqhDZ+f6fvWX4uaqt84jxwNrMyFQBfzv7mvmywG/eegKPr93DU9t3XCweuEuK1fvLNArGEFRubFBRabdjCNUyx2JRIM8NRqMl8lzcSqxgOKhmJwlmnMr09BHsnTQc/xn02KaK5AQUhcZ4VIEAzOcl6jpDRJwQQ2X2zzTZyTY5XpIDIC8afPziG8iI8bk719DUWcvk9DRpWFY4Pz7unwJKuy0Xlj83Tsm0ahjItrssajyytouX9y+sdq6QgFe0kPu5yK0zg0gqRNat82xZtjbcncLO8oxcHRoZGSzrAv0Lo1vYpFzCMAWbHst4YXWwUcnwRPvYBo5dHyyCI4Io3RnhXWV0Ll++DAC4detW9PzWrVvh3eXLl3H79u3ofdM02N3djdL0lSHrSOFv/a2/hYODg/D35ptv2hcEmIrw9s0N6EbZw1vMy2Je4O7uBCxd2TvMded4gttHk/aZBwPcPlrDzAX28oQFE8NohVvHa2gcR+JvdjmzRli3p7Y8qYPPCjhaDLA/G8YEkFNLO5gNUPmN6/KyAgwrHO8PxY0Fu3ZY95R6lrfquYJwpgbgKvZM5YktpYVtD9o8YEYebpYp3m2KgrWXJ/rCTbELv85VBSwW4NnMMjt1DTYu/o9regfCniJQllkpzmgIfXEdGA2FswGbmAuFelOYnQWJBUOPMjSTLKnHMSYbGXRJVqVOHpREqHZKIDAEniBXtq7tvB0fwVSZUYZmLY/G3EOzUUAPvYi+rQeKLOOUd7cklwrLi4OYmfHlTTJU58q2O4FBYSx3CjRrWTSHcFePiysluBTezPwaHhDmDxUtsgnOIBjNRoblJY/sBDYioL6aoTl3ktFyF0HyiKAfEm1j3zcGnQPgLthZ9lsRikcaqHXRbl9mzth+9ti6W/eMjPscTho88uxBy5wHRwmE7UtzXH6kjdzuY96wAt739AE2zi/iuSQgyxkf//CbmEw888ThvN5an+Pjz10HfPwdr26vgKuXD/CJx99CuHEWUtlPPHwd17YPbBV+qmD1k//sUy/g4tq0M/SbwwX+5DMvtB6zBHP6xPld/IlnX4Z1QIzo/ceeuI5nr92Gp958IGWVM/74x17F9vbMjsMpts/fCfCHeS4BJ5xNQKCPjFE4Wg6tEwEJnHyJCHn3hoHD+RCTchkkAAfzEdbKCnlkvC4Pl/gnAMvoDJYItqDvFBiomxxVVWBYGxR3cgxuFMhuFTh+e8OePfJmS567Hh3I+gngjKEnBtX5BvXlGrzR4ENX30ReapEvPUToDN97HotiiGEduiT9A4CL40M8tLmHwExKIs0R2WwIB7MRfvP2E/junbfw8OYuVGbABQWidxWwVjbOjuIQbLV9SdBNhtmsRFXlGAxqjEaVU3lbUZ53qBL1WXCWHQbII6GT0qTQrZwIyAuN0WiJotBYLAssFtZWI5I+kVXZI2Lo+gTvalG7gSzX+PD5t3F5eITfvPU4llURq4IlxShl8MTOnfbiyJOEYou1v1cUJIcyTZfuLYrTEwHXNvZw3AywN5/09y/d7t1uAMQ4Pz6GZoW9eay2tjZa4nA+WsHA9xUmnkUdY6wNF5jXBXTvfFD3g4Ct0QyHy2Gwz1kbWNU3Y3pYjlO2Zpk3KJTGVDqLCJN0NrhvZwQnwWOPPYbLly/jU5/6FD760Y8CsJ5qPvvZz+Kv/JW/AgD4vu/7Puzv7+Pzn/88PvaxjwEAPv3pT8MYg0984hMhzd/+238bdV2jKCwz8Wu/9mt45plnsL293Vv3YDDAYNDjA90AVZXhxde6blsB4Gg2xPNvXI7t8J1a2/XddbdL7TNv9mEM4Ys3LkdEh/cGU+kMn7t+Ff6GAwBYMUgTDmZDfGl2uV30Qn/4rb1NKA0Q2F8IObqK8NIb56EaVz8IcLcmdZPhKy+ds0QKOebEId3pYYmXD851VFNYEe7dmDjvX+0u8Mza2y+tu4QWYbJ7RzVj/ytu44SOWQzBx0D1tQytswdHRGoNvKWBqrI2OHUNDnY4ADXSWto30FbI2rlZdmpqyHNQWQB5geHNeauCFLrAyI811l6YteVx63FscFvcVEZYB5i8IvIEysN6Tlv/xhRd18iMbG6w9qKPRSTLUyjvCZfOckwAjL85bd8JVTkywPo3RHkCsmmD9ReEm1vyZQODOxUGd90tcLAwt/nXXp21zINQ5yLN2Pjq1A82wiAykE01Nr88beciNJAwuFVhIOk89gwFYfhCFXtxkzZZss3tQCPbZ2RfSILA+u+vcqtSFs5d28bl50pZTFvmknDjN3ZAEPW7RMf3Cnz10xfCfpVSmLdf2XTzgaDqCbZqnd/4nYvBRgcMx5gQ6prwXz71DAwpEBah/awIt/fW8Z9+81loJz1jcWn5whsX8eJbF+xeFQwQMfCfvv4UtFSfBMBO/eD/8cXvQq0ViMlfDYAJuDcd49984aNo6qy1vXF0yPM3L+LFt8/DGHvBIx2d/NbzjzpPiWKAGTC1wn/6zHMwVXyAfSfDH+a5BJxwNsV3DDhYjHBlYx+UOgSQidLMDhZ1CaUYg7zGoiqxqO1t7qRc4qAedwuRW9Ft/2WdAwQMigaLZfHO5p5h49scZbj3wiZorpB7r1d+72VJX7ynD7dug0YDAZwzzMhATwy4ZHBmz8db0w188Nx1XFo7wPWDbbcvVjToJMaGxfueAqz0VgyWOEtvHm/i8uQQh4sh9meT9iyiuAA2wK2jDfx39Th+4MKrMEx482DHEfoQne6p3xA0K2S5QVaw9c5mIgSBpsmgdYY81xgOajBbqVPTqFjVR9KYZ3QW0PZJtDF4KknyC2+xgKVJilzbIMhMqKoCjbTD8UA2EKjKGWxsENUTQTA5ea7xwfNv47G1e/jUjadxPB/GanA9ea9u7iMjg5vHG1jDcSdJy7ecdQMkVLfcs/IZ2frzXOOpzVv4yr33WUagT+pEvV/j74rx6MZdvHG8g0Z4WxsU1jZuWeXIIeke0a6+NvZsFSJgfbTA3nS8grFIkBgAUgbboxmuH26FdbI5muNgPuoroGfPiN8ErA2XWOocddPvre0scN8SnePjY3zxi1/EF7/4RQDW0POLX/wi3njjDRAR/vpf/+v4+3//7+Pf//t/j6985Sv4i3/xL+Lq1av4M3/mzwAAnnvuOfzUT/0U/vJf/sv43d/9XfzWb/0W/tpf+2v42Z/9WVy9ehUA8Bf+wl9AWZb4+Z//eTz//PP4t//23+Kf/tN/ir/xN/7GO+qkJwAiA1//XHP7DmLvirRS1S2NV+PtcKSDAFeS/a0AH7U+StPBbWw9jqXecR1h1XGp6feGuO3u2PW4T2ZjDf3Td67sQPiFPreEZ0S8hoEhQTyzUz/zlcHelntnA/M5eO5scZoG7JicuCGia44ADZ7Lssw6GxgNbXycyNlA2/72U7Y1Ht7eB6t2TrBt8UwOxc9Dne7P9z8h5mOVMtX+jlxd9xAfQGxzJFS+ogVCfiwolmLIdsLnFeWzaedautbuDBO3+cOGiJsAIKgstgsz6VvfOEd9knkQP0uRYGgX2vHxMYKcpIYVhb92rYoBEPNg1bnYSY7a9PFvW3nQsiCCgWrVJMnjdLsXtGc6pbMQsuiiYRVpa/gbxYYdESM9oDEAJlTOCJOTdctMqOvcEjTJnLCmYEsAtEwOAOhatQRFwH12HBp/m5pIv7+d4TvxXAIg1jNwtBxgmFs7nei9JLoiAozCdtRaYV4VWHeqZ9oQDpdDbI9nvds6LtuCMYTjxQBro0X7HrCXPvXJC4E0IZsplHdz5PsK+bECHeTgRnXV0IxY+8bY2GH+tbLMjR4b1OetY4F6R8MMuQ0JwfaS76WDi3hm+1ZQByOP6/qIzqhDfR1I/sQLe/aySGhhURd4de8Cnjp326rFS9QX4SzrnOCtgy387r1H8COXXrRe8WQQ0JOYDiboOoPRVpVNSUcF7j0bQl3lmE4HqKocea4xHlcYDmsnJUn7y/H3YBgoEZPFF9QI4qhDKCXFkmU+RsMK45F1mLBYFJjNSqdOFpdvVdUMVG6ZuPthcrLM4NmdW/jQ1tv4bzefxP50LLz5JR122bZGMzy0voeXdi9Bp2px4rjsP3Ti751vydLrlOu+X13bBzPh1nQjypPyRX21SxiXFc4Np3jraBvwzB0Bm+M5jhZDp7bWMw7yUbouOP6S5xpl3ljX272IJDl3CBjkDYZ5jcOFZWxsPJ3KxtPxR0raWUl3J+TQ5nCOg8VYMLCrGr8a7lui87nPfQ4/+qM/Gn57JP+X/tJfwr/+1/8af/Nv/k1Mp1P8wi/8Avb39/GDP/iD+NVf/VUMh61+3S/90i/hr/21v4Yf//Efh1IKf+7P/Tn8s3/2z8L7zc1N/Jf/8l/wV//qX8XHPvYxnD9/Hn/37/7dd+TCkzzh3TTgYeFcRTNg+pkH/z04GhDlAI4u8++cMwGbnrprihgEsjY+sGmZYX+7yWX3nBSBc7TxaDzi9vUq+y7sQf/c08G++eK58psoU5YYZrbtDfW7RBoRMRctumgwqfvCB3NkWAPLprFMTl1bRqeuW1scmY/9+IjiPbHuCXytrSRnOLDPOi6DKf6UXKQXi3kivoPok1MpvG8Rafxe7kAxeVJ1LXKlndYl2tUHUgoSIY9k18vGKZEnmpqkrbItMk/I58cp+c7iffRAfGe4TeaehVcJku3Fkf1jwdF8+IeMwNz6vNGcUc/zpI/R6cFtG0k8c5LCaOkztwyTK8rHugq0gX+OxAGHaB7Na2CjtHtQteUQo3VCEjkYsRV4ZwRSmgOFLkPU45wgiv3ln7tPJosbW/V/ilR7/4921PStwHfaueSBDEPNNfRajqrOUesMk8ESVZ23woYOZRAjaL8FD+cjbI7nuHO0BjDh3myCR7Z28YbasYEW29SuclGU2yPHiyEubBzinlprCQuirmMNV5SqCWqmkE0VVOVikjUE7lPFF+uKM4SzyYyU3U9F6xaaS44uAtJiiAlvHe7g2a2buDA5ws3DzYS49fgpQmTiu8ODEZ5fAV560ZkH4N50grVygWfO3cTzt686N8E91cGqJ35z/xwIjB+6+Ap+ix7HWwdbrbH9CZIdAGCtoI1lDLKCYTS5CwmRhwlNnaNpMihlpQeDsnbHqbJ/xl5kxOpd/YPAGaya3Qqw92yMLDPIMx1ssuomQ7NU3faJ+pRiUGalOLpekS7JYz8tAf7+czfx3OZN/Oe3n8O96dpqSY6bg2FZ4alzt/Dy7kXMlyXWkjTRERxNYkp3JGXL5+malUUQo8gbPLN9E9/Yv4y6ad1wpqPv93SHKfHPFOPa+i52lxNMfXB6tszfeFDhrXvbp69rUXZ+WKPZLDp5JoMlFnWxwq10nNgXtzFaYN6UqJxzhFFZwbBCVecnZe/2kaya4eZwjlfvne/Je/YD6r4ZnR/5kR9BHJU+aScRPvnJT+KTn/zkyjQ7Ozv45V/+5RPr+fCHP4zf/M3fvN/m9QJnBM7zLq0G+5vYbrbA4EhiQNyCMllay+NOrwqyijslTwimIPOw+MjIBa5McJ6CVY1z9bcqce5PtzQbZ+QMAikcJmTiilj5YKZmxWLzxDvEbX8YzUBEyUektWVwqhpYOhucprF2LwzI6DqeKGyHzNdHIK+ipjLoammZtDxDG+fFt8ET+ugeQh1pTDzW9ns6aauAAsEZFRKIeVEEi3IDg9AtLjAf3vOORIbpfKQqXRD5W+pajIVoo+SUo3njGCmjTWKRKInxlH10J0GK3NP3UgoVyub4HXrKSCVbEpTqtrn3NICbdrcHooMmYULkb1mvKDLYt/myZNtVT0NJ7Mv02aToEm/ufG8lRTFOYe91KSxny+z4AIoQfyQ+I5y1KiaJkHJLqbX95FPpjm8n+E48lwCLi83YHsPG2MjmW6MZ9o6d7n5vl5KN586Ko+UQlzcPkWcGTZPhaDFCmWkMigZzXYps/XsGsG6mM8VWfa0q+s9LQ1ALG9gzmztvoyuGPqDmtDpie7FHgBkwjGdwkvUe8G8PVE2Olw4v4rntG7gzXYf23Bgj6av8TCnSFZASqoHZEQQ5A2wIb+7vYHLhBh7buYtX7l0E+/HoHHgM3Si8un8eDWf4/guv4XPqGl7bP2+lC+Es68Mrbd2myaxXsswAytoFd2LFOClSZQhVlUN5ZiTXKJVVGTeGYIyCcRIh48qwaNrRIUGpwP0mhiKGUsY6DXDMh9bKqdApF0QZK/tB3uaIrWT5RESTMGBEQFE0+PD563h0bRefevsZ3JtN7Jj31enmIVcNnt24gZtHm5YpimgBikmcldyvPNv7kvfnI/Hl2sYeCqVx/Wg7IiX62hw0ZfLu+BSZxiPru/jyvfe1KpCwsXPqJkOdMhWy3J4G6vU8bojbduujBY7mo5PdX4u1TsraDd2bTdxFDWNzOMfhYghj1Ar+hOJ5Fm0cFNY+Z1YNzuyCuw/eVRudb0tw3obKocaiye1S9MSBAjLFyAqDhXFD4QKEAkCurKvK2mSt+okjCgaDBpVSTscS7a0rAcNMY2msi0gvxQEDGRnkxKirrBVCuDozZVAuaxT7c8w3Ni2DpV0bYcCwur7y1CAAlFtkC82WUWoE0Z8BaNzeVwgR0j0DwPBBSG3HWgbIpfEbMdCfnkCm9r02IG09qmGxDCpqUeDPBBEExkZigNw5GygKoHT64YcUq3tJQlq2M2yUlAr277prIjAi4VZP5I+Ib/Hdt6GvLEmsdw5Z6i8n9Mv30bc1Oqnbtsryg6Qm2f0ERIuL0Y5ZdGi7l5KRlQSNLNfXFx4nY30mVcGkz7JwN/4RE0Aij3Q3Q0m9nXFFN36ULJPid1bw15bDGcVOSUi4cXflcl9/XWEtPWTL9DY4wYU80LEVjH4DLkCw/06W+GM5LHL9y7bC+/4IEp4g0Wa0miccPw/T4Gz/ojPnPeCM4NsaSEwjA3uzMR7Z3rVOBXTrJMa/jzJGK4IjidBBM0bdZDiuSmyPZsGFbt9+kb+1IcyWJdZGi8hDkpprDG5UaLbXkB230hsg5gGivePbLLcLAZwxis0Kly7v4vXptrVlS1F3T9vS92wIrx+cxzObt3B1fR9v7u+Es4U7lZ/Q+ZQbW0UQAmITtWC0wkv3LuH9F9/G1Y09XD/YtqpEggCUA2W0whv7O6hNhh+8+ArGeYWv715B0/ggoEmnPXMlmCA2BG0EwwPreppT1TD33btprmtL3CjlmBVlo95TZu1kWgUFgyLXGI+WMM55jr2rsnUYQ6irzDFLFNW1atxIcYj907E18mO7qgwCiGxspu+5+Dq2yhl+/e1ncDAbxX1Op9z15cnztzFfFri+v43O5Lr5jGPE9LVN/E7nNtAQcfZwdDt7pWe3buKFPSHN6T0n3WdGcRmirAuTIzCAu9M1cVgwtsYz7E4nq+9HZPvFc5Y0gHufF/aS5OZ+iS6I/STKLfMGG8M5Xt/bAZiglMHGaIE3d7f729K73tv3G8M5ZnWJusliMjLtzynwrnpd+3aFtfESP/PDX7cxAvzh74inSxcP8ZOfeAEZmTaInhvoP/bkW/jex96Mo4OzFQ/+uY88j0e39lpalAnEhFHW4M9/5CvYLhfuEPO7DXh0Zx9/9oNfA+UpEQl8+NG38SMf+iawUbae2hQAxfgTf+xFPHppN9TvYTCu8SM//DKGo7rF4coSZtvn5/j4D74ZmDag3Q+PPruLJz50L8H79uXT33cXG1eW7WHixoMHhMs/egA1coNk2DI5VQVjGjRrubXFqdrAnwCALLOBPRHXw2DQcAAaDEBlAeXtcIYDYFRi9pERTEkCeThklBOmHxoF5CulFs16htmzw86tPQBUl0osHh71EvPTx4eot4p2MLit6/jpCUzprthDPoIeZzh+amw92cgNT8Dy/ADz943ayfWYigizR8aoth3iUG1ezgnHT01gBqrN44hlPcoxfXLcDXoJoNopsHgoCQrmks3fV1rPcMKVsiesp08OoYfCI5trix4qzJ4YtMR/GCoGSh17mvN1MbC8VqA+lyNSL+trlIj1YzYJ+jkV9oh0mqGuAdkjPms8HusfWCA/ZwStZ5/TEHjfx/aRDeN5BAjDjQaPfGSvLcc1iUG4+L4prj11aCWK/qxVBM4IT73/LnbOt56wPFOiCsZHP3Qdw3HdBi1007m+vsTHn33LBl8UCF0tajy8dgcfunazPZczBCnyR6/ewNWNQ1d/S4CVmcGPPvI6tr1HLuEpbzyo8T3XriOHCbYP/vy8unWIpx66Y8cmOdgeuryPSxeOIptEMtaV50OP7mM4aty73iPzAfwBwfFyiDzT1qA4Ar8H+nKxu88gHC6G2BrNAefQ4M50Hecmx208lohS6APrJWx9uIAiGzQ7myoUeyXUYoLiXuakODH9DfTQqQShkskwJaNZN6gvNtDnazx77S1sbE6BrJX2R0SdL7TbxABVneOlg4t4bucG8txx+CTLSalT+Z3bC4N0SE5gsNJn3vj/hbuXcXntEBfXj9rQEmketzmNJtw43MSvv/0Mnli/h++9/BqGgwqkuNekcKVqmfb2OwoqY2S5sYzPKr1TLxXSCk2do3Ie0ObzErPZANOp/ZvNBqibzD6btc/mswEWiwLVskDj6u3a3YiviqFyg6yw3tRMo6DrrJXApG0DEJhJPxaOQdocz/FjD72IMmvwqbeftUyOIUAD2WEDWsb4FgRQZvDozl3kyuDl40swK0hePm1f9PHM8l1PdsnkkAKubexCs8IbRzsRfRW+rJqyqFArmXty6zZeOzwf2WAOywaZMpgtvOMTiguRfwlk0wbZURM9WxsusXRqkN2xSRgjBxvDBWqdYV5bGmdQNDYgbDWIxykds/T+wfV1ZzzD7nyCTvyc+zyW3vMSHWoMZocFPv2bj6OeEYi1cx1rb6Tu3hzhM3uPgpcMZDroyxMDX335gpWE1AbKeVUjsrEt/+OXn8S8yqG0toyJWyM1Ef73rzyB42kOxTbGhnKHwo1mgk8fPgwsTBydnIGX3trBq3obUx6AKveeGdDAZ792FfNpaVWdNDsHCAbVXOFLv38J9TGBGtPe0BrG8V6OF76yA1Ra3MoyoBm33hhDsbHleTe7Lt+bL6yjPlJO5cy+YwZoCdz96ghmzkBVW2ZmWTnGpgGBwXWVqI8wyFiDIA7/AyACOQN6KjIbKKTIgTy3xLxhFG9XVjqVsy1TIJf8Tg2qdUvHOkZULTWyPXJtjoldNW1AS+2eU6s2pgj5YQNaNGDjiUuXVyvk+5UNcprYGFHNyA9qG6eF23pAhGzeWD11Ke1x1WZHNdRCW9faXtRn7F82tZKw0F8PWkPNnLc6jpEXNQyqXHlAdOBQbYDaiHcIapNUsQ0WG8bW95mApp33wLASIa9rWLt9x4BKyZF3AqCdHiXF4w/4urhlNGoGz9qmIYwjg5dO2hjd+hGggGYJ6Jqt1JBcn8lKPGfLzEkTvU2a/TTaYNEoMLO1JQt2OARlGiitAWOEdIccI9TAwLTrxZC9PMgYGRpbljZ2nBoN5LBqnFrbuQwEpr21zjJGod36BYL6GAFYwwIHuoSqdKu+RoDiBgNeIqsbUKXDkKsaGFCF7eIYmW5gmiwwLKSBcTbHucEUr1TbwU6Q2L47PzpERTluN+PAaLEBMtZ45MIdTG/nqGrqutZ9AO8aqGV7ww1nr6hrwvyowCZmqJbCy1BkJ9JDZbn8R3tDPLxzD3mlrSrc/hCPje5iZJZYLJPI5iuIharKoTOF4Z4B7xdQCx8Mm0BVux4CIScJPwJIG6CBTasYPGSsXz7GgRnAKGtzVs8U3r63iUfLuzjccwSrJP64r3AB3r6TgNdvn8OjxV1cyfdxfbYdpCkclZGM/UIDGdkYaaHWnnHpqVpVDnNoO4e+PdUyx4v1RTx7/iaaqcL+THiq6iOSibG/GOFTs6fwiQuv48e2X8Bv334cR/UwqKK1eFEU4MtIusUO7yplkDkpsDGJlCclNvtoewZoyUDNoIULNyFfdgYpASm9MbBqcYYAYxVvWzqgmy98FWOklJVg/ODOa3jjYAtfuvs+VFUOcto6YOstVC2NVcHyoKyHtQ0zx9evXwHXBHJ6/8QEcjQbVezmcVWfRHvF+BEgzmM+kdEpywbPDm7gK28/BH2soEJ4A7ne23L9I4oKs2VtjmdY1wt8/s4jtt2OztgaTXG8PwDP2cWsZ6jagGqGWq7SX47r9ulIMTZohv29MWhhQL0Lpe03AYBi7NAx9vdGwJyh2GBzOMP0oATPYGlOUV0srm776GvKc42JWeD63ibUwuWVg7I4+9lEfJJi83cwHB4eYnNzEz+89eeRq1b0xsltdKTDj+7vkA7J85TBXLUOehBSR8wPBGKYxHefNkrjntGytoXLwJrpmvE7qKf+No/4wcmXvpXhiVXvrYtNYDQ6otuVSNWvaGo9qHmsEBgDBuo6SITiMldh6D5IO5FeIfShlfTdWd6ndZ70zuVldg4XOv5We36fVN9p0FdeWtYpY9o39n1NTJ83jugvZZDUdHEkX886vStVyNI6ROFpE0QZXXsditoR0ZjU/qbKRhTmQdGPT2SeFK8IPBClPQswWo3NHvpDSmt6n8syZCc9Qc2ANhU+s///wsHBATY2Nu6jcQ9gFfiz6fs/+L8gz7pqIcOiBjNh2dz/PSQRY1TUmNcFmO1lwaSsXByM5Db7hJNfAUBNyUUDumiwjxGYNwABZphble4cKAc1ap1FAQzLvMEoq3FYncEGAP11+edrxRIMYFoPTuxXKC91UpOi9p46wvnbMAY3K+i1zEq4ExgVNQAOt9qnAgG50jg/mOKwGWLeFMJ72NmK6C3WMdG8SkXqJDBAsVeh3i76bRFPrNiuQ8tsvtMzC4GIIQI2igVKpXGvGttYLGfoDxGwVi6waIpI8uGh2GuQHWssL5ddhwv3Q2KcAfLMYLOcY2856o8lcx8wyBsMsxoH1Sgah0HR2D0m9mw2tR6s9OSkGHfo7euwqLFs8nb9nEZCwAYKrU2OyjkvGBQNjHNOcb+giDEuK0yrsncdNbrCb3/1/36ms+k9L9FR+zMoStUAHsAfOJx4CSQYIwO0ruZ6wN+Ov5eh+iNwa159++/B0861U8+9456YBd/hwPztP2/fqTB6Y4F8hREUARih6X13GjCAoYifoQGUqFam/4ODuM5BT38qEIZYfMs1+RNi9C6UdVbIDxrkB6vn6H7bcoASgInm7g8b8qNvj7ZUIFTIMbjPddwAyFEjx2o8Nrz+f0wfZ8juu/2roAL1rq++PQYAuPvO8PjwJNqsB6yJe42RGG8FnDj+J4EGVu6Hhs8+ln8kbHQewAN4AA/gATyAB/AAHsADeAB/tOA9L9HhQQ4m4dT/JInwSepnMs8p6c7WsLO9p+S3/07a6SxmllddGfNilU5AWn7nnVdf8bqkXRW4M0FQDxCfoRLq+RSN0KZVb4sLxZkbs0oEvUrVKn1/kqZb3+/TmpemZyNU987Q7r73fXWt6tP9qIedNHZnXeteFzl4zztt4E+Bk5ZMb3qnItinbpe05sSyKPkicELYi7nqSS/q6VvGJ0BHvbWT4OTfvbjjvtI6u6pvj0vd9xw06zmg+o9gRdbOotbeJd/9QaZsYGarJmPtHBQYTZ31l3YWdCq2b+opMEpWW9u5aD+4SjLF1p2xsG1QxCgyjUrnpxuFrwTbMCJgkDWogprcu6h/5MEwspkGF8o5jzm5XYoYuTKoTJYQEacMujsyR1kNBrDQxQkqfmc9LE4DV4EB1MLAjITX03cNejpBQEaMUVZhaQrUXr2rk3QV4rdrPCeDSvcZz3dBLQ2oNtDj7P7V806ElrgaqAaaFZpIXe1+67Ll5co6dEjV8Lp7StRUu7OpOLtMQykbEsTwWfPYNd7iK7tkMmXQhKCs90ccZ8racp00bo0xwOHZSnzPMzr1x58GhgOsrVc4mg2gmZynLIusi8JgOK5xOB3YmAZujzABo5H1qDRd2hgE7D0CZsDmZIF5k2Ohc0DB5lNWr3BrOMf+YggN1XqiIaBQGpOywsF8CGhq9esNMMlqKGJMF2XrIlYDZKz3i3qZoVlmwYlB8fouKCOsPTHE8bSEqZ27T2efnUNjNK4x2yvsM++ogICy0MhJYzG1BwsJhwTlsIFZGJiDGtRoYFFZl9F1A7v6vVFYi4HIY2RmVwUBSoGKHBgPwMMCSisXuNSlNQweKBt1u0GHGDWqAb91BzQeQ21sIDBaZDct1aZlxFweKBvN3hKensB1esqZcp72SDBvgA2GR+0YeETK/h2s293A2Lj3zu0wNdwycN640LsoFt6xggvvTNn2MYCmgTk6gtrasuXlKrj4tU4AKIwXk2uHjE9D1MpkjRg/Fn02Jn4uXYnL+EphMt0YSk+Dvn/eQN6I+j3ucU4kUjAHh+DZHOrCOes63OdzcZBsG8U4ibm0nj8QxhuAtbHLYJ8z2gPKtyWHdagACt7TwLCuOr3LXp9HuTyFG2Om1hmBc3mrcnuIGHeh4N1EswJUydBGIbt5AIZB/fAOjJXTg3JGA9V6nXJ4gzIb4V27MjhDMKhVhXHxLAicOcLNrdecWMTasP1XwckUgzW1Dk7YfhIYSiPo9YR3GtbAWKZ3eMAHM6aGQQZozAJ498LGPAABb/7CVWTDYXxnQgDAGA+XeOLcXXzt1hXoOouZjBPKJJf/3PoxRmWNt3a3AU0YZzWGWuP4xnowwgYQ23H5+vvuIjzuzQE9NNAT60XNLp64DetfPYYpFaZPj6NyiIALm4eodIaD6TiUOShrfP/VV/CFOw9bA37TZmJZvDtjsqMGek14k/RtIOsR9eOXvom95RAv3bsUXBinRKD8teqeKOH5w4vybo2rv3QTRx9ew70f3bb2KKIOOY8ArCH6uZuYLyZ4+3ArcrwQNcTlCZEGnIetRzfu4UObN3B9sYGv713B8XLgAn5St/EndoYQ3ZyccEFW3Kmw86k93Pk/X7TeT98NSIvxfcw1Lk2O/v/s/VesNUuWmAd+kZnb2+PN76/5r3dl+1Z3VVexm001JVIzEkmI04AIiYCAGUkvepgeDSBOCwNIA0mgBhJloAe9kQNoNAIp9WgoFttVdXV1uVtVt673vz3+bO8zM+YhTEbmzn3+/1ZXkazLG8A5e+/MMCtWRKxYK5YJnl+7yzz2+e7ZLv1pJkBFtq+uQCwkpcKCxzeO6U5r3Out6xg6wm7lS0nCxh92aLw65OC3dllsFGy1qflm28rCnzxMbqtweBGhLtv80t57/ODkGp1xLelDStjN1reMIwA/iPnszi1Op3XudDbtvPb9mP12l4NuKx0dTfe79vYYbxEzeLaeW322KeFJLq13OB/VGE+LGByu7r96fqndwSuE3DnbREpBszJhsz7kzulmer5nO2YR7mTw4MbGKdMo4H6nndOkmtDRdAp/64HdAv45EHSolKiu+/y5r9zlf/3mE0SzQkrQae8N+NIzd/gH33qGCI/YSxjLp54+xfMl337nqnpmGJxCzL/4ubf5/p1dXj/ZUQJSQW0CtWDOX3ruFv/j60/TnZURUgtBwH67y1eu3uX/9eqzRLFno7GJGJ64dsZGMOUfvfEYoBmVUDEkv/zSLd6+tcWH99fxQsXwBpUCfgW++GuHfPu71xmcl3VEKSCGZmvElz5zn//t924Sz0TyTsDWzS7rjTGv/8lOcseGjuh2+cUOpx8VGJ1JmDj34kiJKBZVlDXp3IUD9qJPuQgRQiACHwoFRKnE4rEq8V6B8o8WOhBEIhR5LwroAh/EKQZe+sALwBmJwKRTXPMIX/Qp/OlCCRkITGSwxW6RxY5P5dWpXjvJ4hk/VcEfRpRvO8fTEmTgMXixRu3dibK3tloHQVTxGDxbpfnjMd7cXmIECOabBaa7RZqvjZLnWqCZPFpGLKByZ5pav1LA4Lk61Q8nFPqheuV5KtpcJaD/bI3mT4a6LT9paz1gcqVE89Whs08p/I9vVACofjhO2tLM/eD5GuX7c4qnc+xuJwRx0aP/ou7XNN2vxVrA9JEi9VfGzgirb7PrBeKSR+UdB4dCxdCZv1jEvxcRnESpd/iKSROBviNJC1IAYh/8azHRd3xnrNT8qL00Q049xm+XnPoA3+PK1844fbXJ9LRgx0sKQbEW8dSfO+a1P9gjmuq4+5oZal+ZcPVmj1f/cE9V5CdCzWMvnRL4EW/8eA97b44nED587avv8ZO3djk4aSZCji8o1Rb82lfe5ve/fZNZv4gkJmpVkB7s7Pb54uN3+Qc/eIoIfbAiIC7Arz72IUNR4Lu3LltBR00Dyb/87Bu8frDNm2dbem6otVkvLvirT73O/+f1pxlOS3az9CLYb/X5/PW7/P9+8CRR5NnDEWLJc1cP2ShN+ObrN1L36nhS8tkXb3Fwt8m9u2vJIUgEgR/xpV/6kB+9colhp8RPaVr9aXqINN8q4FUKZNlqISAKAtg/p1iM6Y3KmZP8BzGekm5Qp7HRIZ6VEL2AyUQwkeA1HGbLaVa4z0i+qzmqLveMqjFRNVaMr8knMuWAsBkQFz3mW8UlRv6s3GSv3ePsNFChiQUsvICD1ho3Ns743v2mDlmsQcsRusSmuoLBfW6FC0/yZmWfX77xPnfubdIbVTCXYOYyVwJWXTKpgFjGtYnMGlU95tvFpB6ydannc4q8Hlzm5vVD/EWXD883iUI/fXaWjVCkhQCAt7x9DmnzwqV7/Poj7/L+YJO3utuMZqXEMf+i8Lt6jDLDtKwXccZeSklc9phvFVJaqzyed2mIxIqMNpMS5oJCxFZtwHNr92kEU97s7fB+b4tZo4Csqz7ZOZCJNurirlGZcHPjhNNxgzvddeJC9mLKzKTWX6Oqj/RgsV5gtl1M8lzUOTM8Lu/ubl26rBdE3Nw95kw0OJm3iOpeOrCHO78vWM5mbuw0+6zvTHjlznVmQdHiY70xZByUGfsV51w3qbB0OMebxctrMTdJKqUFrHv0T6rJwVq2/049QoDnx6xfmvJRZ52ZDvxV3+zTC2vMKK0WNrN91Z9BIaJ5acbbJ23mheLK8vJjRF375As6wGhc5H/9/SeZhZrpiqVlBk9O6/x//+QpNaiuOl7AD9+/ZCPomjkqYnXZ1f/7h8+yiATowzahGYVJXODvvfoc00VgaaihXXf7Tf7HN5+yUTFsYBUBP7q9hxcn+TXPjIwFX3/1MeQ8OVEWUp1Kh3OPf/zNm4QLT1k/xbqwgE6vyj/6o8cJYy+52kQfPRy83+IwbmiBTighJ4zxpgtu/WEFBhPkcKK0ODYQgLRCTippoUVGkbovpxAgSkUoFhHFAoVzH3oSuXS/ikC+jmK+XC0FKGbthxI5BWok1ENKxEQS/DDUJ8/ObislwVmI14sVvj1dp6628uE8MYWzSYVYrr85wZtFGQIn8aYR9dcnWv3rDoqk0A11RBPdgHO6WL47T4ftRpUTsaT+jhGaVF4DvphFNN4cIxZOO5ojKfQj/Pem6nTfGUekpHR/mvTJFlF1VD+YJmElrTZHIBaS2lsTFf41FSlP4g8jKu/NlmmiJyicREgvI8hoUIIPQ8TU3QVkpm4NhgAh1eWg8kwQDZVWL6WZASbvl0jfqpvg8OiHTcKh7+BIpcU84IPvbhDPPa1FTQqPTkt8OF9Heq5JhMLJwUdNjImk1Du1QeMPXr/EaKg3CZEILfNFwHd/cl1dqmh4DV11Z1jhTz+8TGQuxNAMIxLeOt0kNJo4gfrU0al/cH+f80nFXj5sGNL53Oe7d/eV9lhvNIYx7Q/L/OT2bhLNKplSHHYb9KnYkNKWFsVw+84a417ROehQ5aLY48OP1plPg7RW8tP0TyxJ1E3z55Mqm/UhvXGi/XgQxyBiEHOPcFDh7mGJYFRQGs48hkqS1uhkhJK4IJH1mLUrXU4mNcKLXHovYmydNJ0VmIc+zcqUrtbqSCl4r7PNr119k83agONBM1fAsE35sBSa1sAQC85GdT7ob/Li1m2+NX+cUF+SmbIacGh5ugKX5pgFk15by8lwvTIRWGyVAolkMivy+tElHt045oXdu7x5ssdkXlxmTp11bCxBokhwPqrxjeljrFXGPLN2wF+88gZ3x23e6W3TmSimVJ2cO3tBBkQju7ldSw3bijmSnXo5VS//WMokrfBWKoZcqnd5qnVExV/wVn+b93uPMp0XFW+UGpJMRQ48wpNsN/o8snbCe+fbnAwaGc1PVmIRF4yhyZOUlNkOm3HKasUyIApPst/osVPp83t3NW9pNYv5LectbVOt78c8vX6fD/qb+uJfYZ+3qhPun7dd45UHN5AzxkZIW6uP6E/K6rDBLZgDoKmmUZ7ii4jeRGlwC0FEvTTlsL+dD8sq4U4/q5emSASj2UNEUHzI9M+FoEMM86mv7sTRDIeheTIUzOMguV8kThiWaK5NT3xDFBKGbLoI7GV/huaquyoEE7Qa1AhNgBTKzGUitXDkBrPwYB76isEXWNW9vh5EvTNNC9RFnbE6ZQv1O0NIpGae4hDmYaBPWNLUKg4FIvYQSEQU4U3miOkcRlOYTJCzuRJysqsnxbiamS+0RqeAKBagXEKUisjAV0ylIVzGtMklhAu5kpkSM6dpZ4MSsUSMnDrsPTAqLr6/CDGCj4INK7Sk+uDcyOaPo6Qxe1QTI2JBMDJaHqc9QCxifHPa7V7IKfQdDVnCoN/5E3PPDFgJNFYnXP7YacsIJlIiwhg/zKdkvjnVsCZ1FlCCYZS8s2OphIWCGy3IjonAW0i8XpR+bro5jjP4wwoAfi925tgKimpwK6Xq+wyYi3RIFF02HiRCQsKUqCoX5/rSUs2ESC3UyggGJ+XE7A3sgcZi5jM/DfRFfhof2m9o2C9rLQ7KpM/OO8H5iboUVvoiuRfPU/dTHB03lPmrhNhL6MZkXmB8VlCn4XqaSf3+cNBQz4yVgd1/BR+ermEOWYSzGyxinzdOduydO4anQiqz2o+O1xV6DdyxhBjOzmucG/M0h1fzYji+17QXtCrhR1oh6O5Ha+qOip/VLvNpyk9Lm72eEBrtZ6M6N7eO8P2IUPp5y18lCSIU+BOBN/LwZ+reG3OcshRO3NlfUnyxVEKELEjCWkxUj5ElSVBf0AgmdAa1VD15/bAmxRn4kq4JzgZ19ta6CUMlBZN5kQ/7mzy9fsDZuE6k++stpFp7xmzWBdYhsvaVBBkL3j7f5auX3+aR9gnvnu0ok1VDm1b6nKx67ghAeWTYguJmcDZ/hL4twefdkx0utTs8u3OXDztb6mb72DV/cutNGHMpIJQ+p4MG3xzXaJUnPN465s/tvctwUeLdwSZ3h22m86I2a3PqcIUvt37h/JSZT0/TVeH24iFQlXUqFFgTvFZ5wo3GGdfr58xjn7d6O9wZrDGdF9ICSp6Q6wo4Qmmeb6yf0ihOee34EoNJxV75trzvyOUw6Ut9kaliqTuYUnM9Pd9w0SrU+2ppxmc2b/Ojs6uMZ6WL54xDl3PhEpKdep9qMOf97lZiBiagXR0zmReYLQp5pS/oa94zqe6tKc25dbLhwJMRcrLlhWS33ud03LD+OM3KhFlYYDYvLKEvlZw67ZL2JJv1IefjGlFOSPCfNv1zIei4Y2SRbiUdLL2ywwABAABJREFU1IZvJG5PEQXL7xr+UVsTWX7RoWfmIl9VHiWoOIOnDqZVhYZ4WIAgsUn2UIvVc+qL0Sf50tYlvcT8Bxy6IABfKF8OeyGiTG1ulnmOYrxZhJjMEcMJjCfI6UxpbeKczWoZg4pZ9T1EsYgwAk6hoAIkGGYyQ1iz9UnPgc3dhBzme+nkze4nMp03+9vmT4hDgrQV+ZYEHp05u9Al6Xzuc0P1tJBlGXUc+OIMvK4GKrv7SOe7hUEmdZr3blmzqeelvI3eYbqTNs3kz9ZlqLNcHhuTPC+5ZNNU6ZiZJVPJLpBl+AweXZ7BvLc+O5lnlnnTnbHCtbqsTl8ziPS8xFfHdMcTyYaltTvSanlYgiO59T15L/Vvu84FqfJ59+ooPkQihLpMEbN0HAHF+N9I/R3p0B2JOiRxnrmXEUM6vzlAkQgr7Jg8hh4Kx8b90/TzTlkuU83U4bRELAXN8pTzYc2+M0nEIGYCf+Thjz28hUgxVRnldYppducCgPQlUUUS1mPiilQ+Ynquno+qbDcH9EbV5I6OLL0wKevUnTN/pvMCs7BAuzbmvF9X5CMWvN/d5srlDjv1Pvd7bWW5UHDEbUv3V6DP9C0WzBcBPzi5xq/svcfppM75qHYxs7syieWfedWkBAvSyHUKR5HHnc46vWmFx9aPaZUn3OpuKP8KyQqBxzxQPrBR6HE+qvG9yXVeK+5ztdHhZvOEz6zf5XDa5KPBGieTBtNFQY+X0Bdeu3WacdRwOhcbA+rgw/piPhSiLLERnj6482MapSmXax2u1TrUgjl3xy2+dXyD03GdMPStr0nWNM22K9OP8CTN8pRH148Zzsv85OgSizBIfHLcOvLGIcPCpCtPdWY5/0V40O/8IObFrTscTRrc67c1v5hzZPQAkMzrQhDxzPp93uzsMZ0n9zIFfkSrOuHu+VrmPNrgczWMq+BvVyeMZkV1580SL5CfikFIuzLmtaN9kALhxWzWRpwM68rndVXBPJwK1a+1ypi3j3fzx8kZFt9/+NDXn3hBR+iNW2pfAqt9McymvkDdEDD3tMvydy6BdegDRvtj+E3DtOuT3BSDpD+FMykt0+M8T5j+pD33lnQAGWgneQFxAF6IYsz0qazNaqimJ6xTt4gl3iLCGy/wxjMYjmE8RU6nyNAxxVraxUzHNcC+hygUlJlauQTFYiLguNoet3zuQpOWARZC3Zss7AC5xYUjGBiEZ6rK7hBmAG1+g3CHehqm2BVQMBylO1mctg2DboU5kSEMrlAiSM0f8z4vklyW4uVSCbMxibSGbFX/UxPWoVx5TMpSu1k8OX3KAriEI4krkCgQzFg78FmhxkzuFaRROvlN1iwOs3VBCs9Sw5NqwYDt+OalqKmHLWN5AC8jIJhqzFrV/TAn0S6NSHXJbMSxIAnooYmBATsmEVZI6EsK9e6SzTIJ0qEtEkQkEzeAPKbRWSpKq/Np+nmlNInL0EypIqadjWtsNQZ0RrWE/C0E3kQQjDy8iVAmy3nreQWDZvYTKUAGkqgWE9ViFVwgxzptPC1Bc0CtMmMwLl/I+BjTzlS3MjBJBKf9Opc3OvTHFctYTWYF3jjf49mNe5yOGswXQarcUn3u5uzMdzV3BeejOm93d/js9i2+cfcms3lBk+6LiN+qBldwZqs4VLk8noYeSwn9cZWfLC5zbe2M53fu8kFnk+6kioi1LtdtzvbNoUtSaZVHUYm3Zju829miWZ5ytd7hubUDalu36Myr3J80OZ406M/KzMMgMZt3+ZmUDZv+kjLjXz3gxofECDaVwpz10oi9ap+d8oCSH3IyrfNGd5eDcTNf45RFe87QGC3OpVaH7dqAj7qbnA7rzuWYmTXg3sL8oD3VCGjmtbv/5eXPwGib9CQ32qe0ihP+4O4T2sclZ47kVJftq6nvWvuMGMGd3nrKUGKtPmI4LTGfuyx8dj+8uF03+X5MuzbWglPOZpVXtYDN+pBpWGA8U0JYtTSnEIT0J5WLG1wBW6syJY49ZbaWhSJTplZ6+Ht0PvGCDpDwqgCRYkDMZDWbvUQxEco5WKrTJP0MSIQY4zCvGSjXlMQVUrLlUie5bsrZhFImoA7fo2yTSQlj9tPdXzwdfCDKrP0YvGmIP54jBmMYjpGTKXKxyNHi5O2aQgUHCLQfTrkMpSIUAnWCbyUzg9yc8ma1uhTFbgAat3mIyppMmYIi572raRAOPO5mJdxnGVizxFaS5E3hyJlYqeq19Cwz+V0mWuK8dxl0Rwh5ACOUvHIbz+F0U0mmX2ebcOtLCSU58yErWFghxMG9U16m4HR8ZQSkBCPr42Ngct5pQI25WmIGqDdwFwbdltT+N/Y7hiFzxt2Cqp4pszNhhRdpBB6rxVH5YhOJ0YCpGa3ccKUCp+6kTemZr5ruZMZ/ifExNCAzvMYM1NXoWHriltfaIRNN0NAXo0GSQpm32Tn6afq5pMCPVIDApRMxlaSE02Gdp3cOKHgR4aSgtDcjD28unOhkpEyu7TPJ0tkOHvi1kLggmRdFor25IEkpOB/WWK8PGU5KSJfhflBawbjOFwHDaYn1+ojjblPPccG9wRrXm6fcaJ/w9tluYvq8si53P0nopwSIBe+d77BVGfLM5j1+dHSVOPQy7j2rOpElkHn0NAdvWbpsVaiZbFLh4P3TbdaqIx5dP6E/K3Oru8F8kZj8iItA0HNHRoIwFpyHNTqjKq/5e9RLM3YqA/aqPW42j/GR9MMS3XmVzqxKb15mHBaZRQFx7CkfP8vLCDypzOOFF+P5iogoMisRQhL4MWV/QbM4pV2csFEa0ypOKHsLhlGJo0mD759d5WxSY7YIkLG3bFom011xhTrpPBNC0q6OudE+ZbQo8urhZUdozcF/dp99mGRZk7yNkcz4JXkSuCVrtRHPrt3jW4ePMZkX7caQB8Kq7TeZlpJKcc5Tawd85/CGPgxQ9RULIY3ylNunG6u7lzetV6xFkDQrU2ZhoHxOHzJ5fsxeo8ft7rqiCUKyXhvTn1QIQy+/4xeMhxCS7fqA03FdCYl55RxSuVEbPjSs/1wIOkEhZv9ql7t31pStM1jElWoLNrdH3LnXVgy2s9j2N/rgw73zpiUwUgcfeGz/hMNhnf5YSa5mkvp+zJN7J7xztsFsEaToXLMyZb/d563DLdWWQ7R2mgMa/oL3z9at6ZvyAZI8vnXGWa9Gd1g2tA0poBDEPP3oAe/e2mQ2LSjTm0ipt6vlkKs7Hd77YANi8GdKi+MPJjBbIMcTGAyRccYh3dfO4Sa8semd7yEbFbxYqOhZlTIUA/B9/JKkvjWjd1CGSKYWVKER4ZUls+OA9EqTeGvADOJRwsQLqUMfbwJHy2MpPYgbHl4/Tvv3CIEsqj9v6AhtUr2Lqh4ilNo5P72LhA0ffxwlpkKGGfYgqhfwB2H6BF9ArO9QsH4wGgZiqdqKJd4kSuaTZt7Duo8/jfVdEwnzLgVEjUC1RRqH5r4Gfxgm7egZpyLiiLRfkC4XVXy8hVTR6aTmaFECR1zx8MaRMk9wNFIy8KAoEGPj05RMblkUSOHpYAqu4AGyJCDCCbedk8zkNXxSESgJpOtzpesUNb1JTM0LDZ8QFJox0cQjXphXuownKTQi5qMAE+HPjJsXxBTKMdNxITWtpYBCJSYWgoV2WpbCCEdQbobMZz5h7KfN3T1JuR4ymSX1Se134wcxhUrEeFawByLSV/OpVF4QI5iFgTKTtcyLingzD4MlIu9LSbU4ZzItEkuRMlHzvZiSHzGdFJIx1H0r6cARxo/PRlcDSqWQaCGIFl6yZXuKmSkVQxZTX9Ohh+FmP00/TaqXZvTiGsu7uP4uYTIqc3zWpnju458HiEjY/cGmHAbGFXKkAAKJ9CGqx+xePadcm/HeybZjOsRKHg8Jg0lZhawuzRlPSjmZVqQV00dKwfmgxtWtc7qFkNlCBdoIQ4/Xzi7xpd33uTdsM5xUErCSrcOp3KyhjLCo130Y+rxydJWvXn6bs9Y5t7sbyicmxYGuQmYW+FUIuiBlNTsu/FJpZc6HdQazMlda57ywe5e7/TWOh00b9crODpcWO/UI81+CRAk93bBKb1zh3c4WgR9TK8xolyZslkdcqXV4uj2j7IXEQBj7TOMCYaz8lRdxwALJpBGzv3ebSi2k4IUEnqTkRZS8OZ4QRBLGUZH+oszJtM6bvW0G8wrThaJhWb8bsYitr2MKq1n02xeSSnHB1fYZteKMW90Nzkf1tEbIHRNhKhC5a+Khk6knW0dqIBy4haRSmvPFnQ94s7un/K5kuki2+tRzpx1TpedJnt64z9GkyemoYYUchGSrOaA7rupw0isayQrIK5PE8yXt2pjjXkPjNVNhdrz0v1Zlgi8knXENpCAIItqVMR+cbuLMyqS2FWNi6isUQhqlKbc66/mgOjgKgoh66eEveLsgjMonJEnFeFzZ7VPwY2WOYe8qUczF/kZfMURa8FD27pKt5ojtxsjWA5rBEJL9tT6N4tzaxpvNJwhiHlnrUPbDVDkJNIozrje7SVtmEwI2WiO21gZqfekTZOP4fGWrR706Sz1DKIl6e32IX4yTTU0zW8VSyObmCC+WBKOQoDvBP+3DeQ85GCpTtUibqrn7rGW+zawSEPiISpno8gasNaBZh0oJWVT+OEFFsvPIMInuZqImSKhuzKlfmToNgDmJL1yO8NdjvRqkZWTxwbshsfe8CqE0Rp6HrAiiZ4W6FyVjIhZveoSP+elNUdc9uxqw2A1MJxNQPMHkqRJxLaNhEIK45DF6ooQMRFJOV7poB0wecUMfJ6twdrnIfK+YPtWPlQA3ulkmrOu2fM/65siSx/ipErLoOXCrr4uWz+hmyfF1Tfo9vVJidrmYjJseOylg/HSZsO2T1ZbIomD0YhlZ9rRDftK1qOkxe6GoAklkiOXius/88WUHQSlg/lKBeEs4KEr7kaVwqztX2I2oPjdz2hd2PrafHlK/Pk1wYarwBTdfPqG6NtdaxKTNUi3ixV+9j1+ObTmjeWnvj3nhlw6TtsycA64/dc6NZ84wGhtjfuP5kl//pXfY2RradWfWYKW+4F/61dep1OcpEzXpwd7mgL/84pt4jp+D1Hj68rXbfObqfQW2wwgEfsz/4dmf8NjGeYJyrXmpFeb8a8+/Rr08SywydJ4ba13++mdepaCFGk+HlxYSnr1xyMtP3E40zTr5SH7ji+9wea9rtT9GCAr8iN/46ju0WnoTybkb6dP0s0nrtZEmGy5tQd2RNBME5z7B/SKHr+0QnZUQocs4OhU5RV2LHQDpS/y1OWtPnrO4PCfcCDmPymzWhpSKi6RAHjPkghR7dEY1NhojhPdnmBMuXYt8OqMqW80BQkirTTgf1bgzWuPZzXt4fpxGTx6DmwVHbwDGPGs0K/G94+u8uHmHteoQo53Ion2p3lUdSNmS5hTPPpMZ4IWTWZ9BzRcBH5xt88bJHuuVEc/v3mGzMcDz4zSv7fDfKatoXY8lNLFQd3KFHvN5QGdU46PzTb5/cJXfv3uT3731LH//1nP8b/ee5E9ObvBWb5s7ozXOZjWGYZF5uUhYDRiHRTrzKgeTFh8MNnjl7DK/f/AEv3vnaf7Bref5h7ee5lv3HuW1kz0Oem2G4xLhwkeaSGMGFglx4Nk9IQW/C7vGX6m44PrGKc9s32O8KPLjgyucDRrEVsjJINo6LLqbxcXDmB4jp55VefKKC+XE/5nt2/TmVd7vbNvodxcpw8WqH0LVuVUfsFfr8cbpfsovrlaeUwxCusOqFiSzvIlbz0WNJs8alSlSCmV+9pBLW3iS/WaXw2HTBiFoV8dMFwUbgMEM6YXtO2m9OmIaFrQ27OKyzcqERfzwwQqElBcNxy9u6vf7tFotfuVX/2/45UpieiKwKn4bSclPTFJi544dc5+G9LSJijFb8c17lTf2k2fWIscRStK+cMoh2py4SU+ZqwhtamZO7Kz5iWFEDAMTS7wQSm+fIIRHeHVd0Yc4YXK8UOItJP4sIhgs8HsTRHeAHI1hNleOidLhflxBx/3iKe2NKBahVlG+OIGP1HejqKzCUiphbG5cJ3RDiY0/iXti4DLtKTMviQxD4rsHiEYdf62NMacyNC7FvGlGXqI+rZbCMmkyMTVMXU4p7TxQF61qAN13gYcIjdYrGUipKbWIYod5d9vS2gS330KHJza+VDIm7vTwWk1EoDUG9uLPBE5jCmUvQtVjg9SwG+E9Y0YnAwHGJ8NU6SuzOmmCVmRWv/SAwLM3Kqe1PRqHodOWTnFJacwUHAoIKSA+6yAHA/z9PSgagUxXbSKdRSKDQ9Qlnp4Ac5msDTQg8EogF6A0sCKBxQOvqJx1pbko1AibAXgFqSMpilSwAa8kiT2hIkCZ5xrnxZrWssQeMsAGJ5BFqNTmjKZFglsdJBGzm1tIT51slcoh/UUJc5ghtUKzXFoQ+zANC/aOEpPaxRnjRUHdfG0FELWpNEozhuMSMhSW1xIRFImoBQv645KK5Bgn5cqFEE9KZqNCopGUyqevUZkxn/ksZj6eE2JaSEmtMmc6LiAXEM4nfOsP/kN6vR7NZpNP0589mb3pX/zdv8nbvevazl6oi1wn2jRtIvBMWGg3uXyYoQ32AXatxgVJXI0J6zFBY8HN/UM+PN1U2hhP8vTuAcNZidvnG/mO3JlHSGWtcG37lINOm8m0SG6S0Pp+n7jkMXj+AZcUCnVYd3XzjLNBneGkbJ9XSnO+duUtfnx6mXu9tbTm6ULJzn2t3gkBwpfc3DzkkeYJf3T3CcbTUtodNcNJmcNIRcvTtL90NOfq37lD74tNjv+lrXzm0JWXUmOUgdcmRTcFCta1yogrrXNAcKe3RndStXfmrJBxl8DIktSsr40IpeJXfLH0zpvFbP6Dc07/8jpx2TA1ImlnaV5m+rO8taTgWgVrsRCy2+ixU+vRmda421vXUdncQpmxcoRkC2BeI5ni2//LKa3v9rj9715W9+g8gBFPaV60QOJ5kqe27nOl1uEP7z3BdFYg12TNmQvujEqNpa67WFzw1Stv80F/i/fPEq2rJ2Kubp1zOqhnfOUyazdhRWj8ZIg3i+l9Po92K/ivb59x0td1uoUdQFOrQECtPOW53Xv88P5VZvMCnhdzc/eIw36T7rB24fhnk0BZXDy/f5eDfoujXuvi+eNJbu4c0ekIvv+v/T8fam/65JuumQPyGG0q4jCIJO8Ae3mfncxgF5i5MVwKkqhq2i5akOSREuvsaW3jtdAkDEF1DsuTu1ESAUug2rABEZyoTpbxFSTCllS3rRMqRtmbxwTDkEJvitcbQ3+IHE9UsIE8Udl0wMxkoS79FKWSMlGrlKFUUGZNeT4UlnYb0zMv46ydMKrpcpmp7AgEwnkmhQ5QoJ8KQ2ldTYVxnHYFJ9MuWvhx/UaEwbl0Qn3LJVyI0A3fbPpqolLlLEVJwuxrZtmFyWoTESl8K0bTtJ/gQbPz+ncmKoXQbSGdENcJWElbCdwGFmHDVSeCh8XtIoe7El5iAufiQydvZkzxSOAzgojJL9JtyRhng3TKChLbfJH025wGxnNnDIVrCiGI5iyHqxbqFvFoltyDY/ErBHGotU/GrEImIEyn+pJT1y9aR0ccjUvptan/FrGvwtkbywI/QfUkLCBtEBONS33/VXdWUo7lGuVWexsJ+qOyFVitBlmqU/He3Lf+g65Z22wWKOHF0CzMO6nuBoqdusBqdcYDdQmiyBnnT9PPLs3CgFZlwtmohTf08CeJ7036IIckAIXDcWTJuPQgLqmw0FFVIgM1kReRT3dcZas+4Na0BLHgXq/Nza0j7vfaLC4KXW3aF+qOpc6oxmZzwN35eiJ8uPlyyl2U4sjjpN9guzVgPC+qS29RIdp/cnaJ5zfvcj6p6/tDTBMZuqaZzmXhQe+pUmp/nW0ahSmf3/2QP7n3GAttLre667byCzqU4QTz+p7H1edJqRIkEhkqc7bupMpadcTV1jlXW+fcH7Y5G6mwu1KS6/srMnDYKG6QMBTmp+GB5DLupHakl7GnvtsGcvAsUx/2bMztrvt+6Z0nqRQW7De7rFdGdKZVXj++xHhWdMzfnInvNmxey2QPtYdcFyZno8z0Y9UQZ/sjPMmV1jmPNU/4o3s3lX/LKr8ckS6bU62uM+bxtWPmccBH3Y10OOn6mDDyGC6ZjubU9DD9F9CoTpESRtNS8jwLKOmxE0Ky3+xxPqkxD9XGWC/P8IRk8KAgBHlJQL08pRhEnI8vFpIEUCqE1EszPhyvPXQTn3zTNUiYXDOGhqm0fG2yUt0IRTgmHYmJh6ZTJjCBRDHKGSKXCkxgzNvArtf8qCq6iEi/cx2PFWEw75ILDo1zcTCKKJ7PKB4N8I46yLMO8XCURFQzDK8LjEWUUIEGKiVEow7tBnKtgWxUiMsFZMF3QvJmGEZ9d4mNmobThCvkODhKncanHNEzA+gp3xBVnQlPbPLKdPlsXXZ8nd+plCb+qb6BMu9byptmtFN1u21I58/iwR3wZVBsweyOlWrP/ki3ZeDImVMpWN3fSyjJUrgsDDlRy7LlVz1z54A7Pqk+6DmaCdQg8/CbN55CpMNGG3M0zxFyXBylNK7SMpUmr5AkGmCz3pw6XKsUuxkYza4gZdKmNDjOO3fzkyI59HDQZgSa1Hia6exobyz+TD4jxGhcpgIUuGvMCL4pLsTdaR64Y36afsp0cLxGfFaieBBQ6Ph4E6H83PIYY2dss8ElZEESNmNmuyHz3ZCwGSMLdnNDAqeDOs3ylGJBmVQPpioK11ZjYFYY7odNGe60P65QDCIq2YhHuVzbAxCg6xxPS0wXBdbro4SkS8G9/hqdWY1nsiZsefWuYlKd91Ho8+PjKwjghe07+IHrQ5lmfKWlI1m2PLuHkQxYtu1cmPTaMw5/2fo0gZFSXRp7Nmjw48Mr3O6ts1Pr8eLeHa6unVEpzvFHi9SWQZrNUa05OLNL26UjkpSJmVVn23ckcXV0Xve3Y/Gf6qrb5UwvLflUkb5GPLl9yLM7dwH4ydEl3jvZURq37OWhKelez+9sVLMoVSCd7NyRrJ5IK8q5LIQA4Snzss9u3eK7xzfUZZka3p+KYup5tFYb8WjrmB8eX0l8cIBSYcFabcxxr8nypajOvBSZOi9InifZqA85HdT1hdM5Cyy7JQkoFxZsVIcqfHYsVBCBxoDTYRJEIMVmPrDvkq3akM64yiL0k7LZiaPTWnXMeFFUQTseMn3yBR3rl64mR8oczDINOcyZntjWnEg6TE2clE8JRqDMD7L3XGToYzqqmq5bM0FWweOawGm/G+mp0LZZv0sRSwqTmFJ3QelkQuGwhzjpIHsD5HQGkeGWcApmOux5iFIRUa8h2i1YbyGbNWSlSFzwkL6n/Db0RWLSXMpoq9L1Ld3xk2FMLZPoMK5ZptfiywyC+m6dxHHGYqms3ildpj7LfNv8MpXF9sMVfD3XDtTBob5scumdwwSn29APrDldzpzL2yZS/XBAMATbjSgn3d8Ort36LyJ+KQqTGR/z3RMI30vqWdrMlWlmSnhYlbK4Fxm4jampiwt33CEZa/POOQQwIaOtOaNuLGWuqkG0vjkmIqj+TExZHT8c07Ruz2qCvUQQsnUYTa7IlJPJd6kJhaEFlnZETnddc9YsWq3ZKKlIXIrOyZxDFk0R40QASmn/HNqY9e/5NP3s0vSDBqO7DUQoksh3ecvF3fT1vMKDqCqZb0ZM90PmWyFxNU5CmdukfswWBQazMpt1Fakojj3u9te41OziGyHCZF9FIzTzfT6oKb8a11cnh3RlhaRVSUrBaa9OszKlUpzbMnHk8erpJXaqfXYbPaxvjW1nNUOWZpISf51F6PPdwxtsloc8sXGofGBEtqBbabbiDD01C94VdtxiucyaSwgcYpAdN6k00XEoOBvWee3wMm+f7lLwI57duceTN4/ZavUpFCJEZjuyU8aZOwZlOdMj/T1nvPKyZbtq2zXMfmZ6CBRzXS3PuLZ+yot7t7nWPqM7rfCjg6u8f7rNZFZUGm+5ogW7SByC6rQlCzksbaoKCUtjmkl5TLbLZniSdnXEyzsf8OOzyxwOmhbPF031la3qF8VCyGe2bvN2d5f+pGr7JzzJVmtAb1xRIddzGxHLU9f0JbeDys8llkJpc2Tm/ao5ICS7zT6DeVn54qDMTCuFOZ1RdVUPVyYBFIOI9eqI42EjGdMVQ+/5MZu1obqn52Pci/XJN10zNEUzHNKK5pl82sRDujyc5qEkCZMhBdYkRZ14SO0Ynzyz0ZnyCL0TwlVpjUTqnWvCK1w6agY9xvoJCKl8cYqDiNL5nOBshOgNkcMxzOdKZe8w7QlBFckz4SkztXJZ+eFUy8SVErLoJ3kdWmzMbIhl4qeSNbnS5SwePH1abU/zHeSSKWfbdDYBd1Mz/cgKkC79Ehlglp6v+I3TV4n1g0lx86k+OPC5GpgUUU09cMpqHMSu6s9tL4ODLBGTuk3LrGe3G4dKpPAs07hy06rL/swciJ2CLmie05btbnbD0e89L/UzGVtnTRocuGaGZk44poDS9xwBBj3nkrqUIOLY/AhhfZrM+Bo/nZSArsvaIANGe2O1NGKJCBsByDV/TQk6S30muRjYbOqG23WEHfNp1pKRhdxLQ/GE9cWyfwYw/c5OTZmUXRoe1+9bylQ4/U/Tzz6JWCybqGU/3XnmS7xqyNz3iKqSuOQINjKnnFOvBI77TR7ZOuG43yAMfbqjKnFbsF4fctJrJntjCkiW5kpvXGGtPqZWnjEclx+ioyvgctIi9Dkf1thu9bl9ukEcK+FvPC3x49PLvLh5h+60qu70sfA4gOXN58wDKSUiVk7X3z54lK9ceodF7PPe2Q5EzuGMzEFgbqXuPmSJ8oPxsFStu3eIzLskbxwLBpMyw2lZXaxYHbFdG3C9fcpgXuFsXKM3ragLNB0TqiwPmwJp6aWibd4kwhuHF4L9QMpgSLYXUy3OWauMWK+MKHgx55Mq75ztMpopzU0ypDl7kKWbmhDKLI7E8jzNmbfJi2xPVjzObmkahlppxi/vvceHg00+7G4lwQfymnPgvwhfwot5cuOQRezzfmcrZbLWrKroZufDmkOOL8BTquLc1vD9iM3GkMNeS2lzBGneJq9OoYSSnXqfN4/3FIxam3M+rrHQZmwfa8sQKijLPAwYTC++owvUPT2BH9EbV5EsHrqZT75GB+WU+/nP3qFYChO+WQKxpN2c8NKz9/A0ByFiac1Fnr56zLNXdYxjZ8A9IfmlJ2+z0x6mtc8SisWQ33jyPRqlWWL2osvu1IZ85fEPEZ7a3VzNzM3tU166cmDbMGUFki8//hH7a30nSIFiakphxBceu0OrM6Bwr4M4Okd2+8jZTM1R37f1J18EwvNVkAEdTU20m7DRJt5ocuNXJrQeCZGB0eKowrIIj33ulFLNDXGsUqEZc+2zPQj0gtG3zgsJzf0pm0+MWJrBnqD0+ILijnZ+MkypJ8AXlJ+cI4o5s74EwSNS+1NoSmoitrU84ks6XG7GTC7a8YjX3Omu+yUE4dUCccW1Q9bvCoLZ1aLjm2RRSFT1WOwFDqOedHGxERC2MqEfNX2eXSklbaldQDHgBY/ZlWLa7EqXjaoe872CFkRcQUsSrgcqspoLu4Z1sRcQV5z69BdZECwuBTa4gLu5xmVBvJN5rlPc9ojaTnQ6s5MJQbwtoKqRY4S41JgvcyJBM6ZyaZGBD/AFzctzqpuLJRikgJ0bIwo1tV6NsI0n8MuSK4/08AKZCDxSfa+2FuxcGag6fGEPCxCCjZ0x65squqINQqKrvbTXo1JbOH5xCreFYsTjV04Jim6EN/VZb0y5vnOOQK3T2BF+dppDturDhAMRIBB4QvLk2hmtoo4052iOAhHzyPo5gYitcGNM1hqlGde2Oqoex8RVAu36hJ3mMKV5NuW3twdUKqGFwQhzAsn67gg/WMXcfZp+liltMph9qV95EJUl0faCGy/dpXhlRFSNrKbf5nWFopw0nheYzAts1EeKhsUed3prXGl1lGmYC0iGwbFJKm3Q6aDOVnPglMvJn8d8ZpPDuPVGFaLYZ60+SorGgvv9NY4nDV7YUuZmKevdVWkFk2vq7E0qfOfoBs+s3edy6xzhX3Q5rsv5ZR6LzAOXIci+X0UOJVgCky0rnR+ayZexYBH6HPebvH54iR8fXqEzqbJZHfL8zl2e37vDtfVT2rURxUKI58u08UW2aQy5TszS4qJHXPKTPBJEKPMPb110CGWSVivP2Gn1uLl9yEv7t3l844iCF/FRd5NX7l/lg7NtBuMyceTZtleuAYNT16TuopRdEy7ArpCcJ8jkNe/AUSnN+dLe+9wft1VEtEishj2nYhckt96dRp9rjTN+eHxVmazp+gpBxGZ9yFGvsXy3jNu1hybTagNo18fMwyDR5izNR3LwI9lt9hgvikooQZmxNcpTTof1ZRxkl03O8vG8mN1Gj4NBS82Fi0AXkq36kO6kaiO9PWz65As6UhJJwUm3qhwdUwwGLBY+3WEppU0x95iMxkUGk5JiIGKZMncbTgrMtA2lZ97FICOPzjC5MMk1lQsXPqNpUd2EbjQ7nmpruvCZLoJ0oAE9UTrjir2Th1gSTCEYSwpnC/rfj+HWufLFGY8TX5xYpqOfqY5ZplAUC4hmA7G5htxsE63ViOolOosqk7iQYuyNTX9/XNShDjVg2nwtjj1Gk0Ly3Jy4C2XqoO4nSZhiq7mI9J8FTiaMbew+JyH4nkA00TM3E8K4ANS04GBMy8xpfFVAmTTjbN7VUVo5O2dMvyFqeJnnus6iUCGpU+ZU6n1c87UwIyy+zYSLmh5x4BSw2gJB1PLTWhWhGpVFj7AVaBSkiWrYDIhrThQ8/VIC4Zav7tlx4fMEMtCCju+MpcWTR3wpYNknRsCW0CGkNdmzfZf412O8mmsCY/LlcCX6sV+TFLfDpM+OwFXdmhO0ogR/TjWNqxOCSmzxDQp/fkGy/0gPrygdxk+9b7VmXLrWT2BwojDu7A7Y2Rpo/BhhRoAveeTaGTUd2t20L4W6a+bFawcUi2H6okYJa9UJz+wdk5JZdZ4nNk+53uotMUAekhcvHbBRmWh6g6UR5ULIF6/co1JcqIF1Agu06xOevXqItmxOCUGXN3s8eunU5ld0Sl34d/PRY9rtsWOipoSyIIh55tlDSpWFff5p+vklh8+3n3YPCCRhI2a+EzLfWzBvSCZxwG6rp0P5rxibFUyPjAVHgyab9QGBr26TPh/VEULZ6i8puC8AejgpI1GnzSuZrIedOjpfHAuOeg3a1YkKfa1fxZHHa6eXaBanXG+fsmzCllNZlsmyr7WwIwUnwyZ/evQIn9m6zV6zq4QdS7LyuDaRV2H6mcxp2CWDD0qp8vIC3Aor9MxmBY56Ld482udHB1e51d1AAJdbHV7YvcMLe3d4fOuI/XaHdm1EpTQnCCI8TyI8mSLV9rsvdDS2hIzaTwHCl/h+TLEQUi9P2WoMuLZxytO793hx/w5Pbh6wVh7Tn5Z582SPH9+/ygen23RHVRUV00T6s4Kc+9vFq7R9XWLGMzQ097sVcLKIFKlnMvMq9V0AQlIuLXh57wP68zKvHl/WPJ5Y8ovKVrhy+HW91dKcz2zd5tWzywymFUzQCCEkO60+vUmF6bx4cW150zLVn2Q+FYKI9dqYk34joyHKn2xC/ysWIvYaPe5016w2Z6sxpDepMJtfoM1xWQCZrrNZmRJ4MeejWm7bbhUFfU/PybAOUjz0kgL4xIeX/vKX/xZ+oezYzzt3ZQAIbYevmc3Y+sOIxAZfkISiNiFxzcmvgNiDuOAsGsdu382fXZjSN/mkCittJoFjWmIigvlz8OaS0kBSPg0pvnuI3xkp4Wo61Rd/YvukqXkaKZ6ngw2UoV5F1itEtSJxKUhF7bLMTaxt/y1jpVe0iR6WCuJgvidlU7Boh+hUVDQhdL6kXvsuDIlu30M0G3ib6zpMs6lM4B4tKY22jvhmmhQGJpEIfK5fh/mdhdt9Zr4vEQ2SMi4zv6TFyGnTLR7HxN0+XrupfIFEXj63zzHKGDtTtxl7Qz2ye627P5vw0mj85JjzWb+0jFDoVgeOoOPWk9qABPHZObI/wL+yr8JLmwrcuj0vXYcwdQun+8LOUek5/ZSote1rScLHBq6AJFIb1idHCcfqNFxYU1QpBLEvUtEY4wCbL/YcGuCjQ02reVb86BziiMmT2zbYgPS1r5LxuzMgeeYQQGjfHBTRjtXGpg4ARMo0TUT6XSwQoe56BMKYq4GOuOjk12vShpw2+1wkbVuqDjXWJtS4MoVDRdiLIZqN+eYf/98/DS/9M0xmb3rs//wf4ZeSkMp2mRckUS0mqsbERmgHEJJ6ZcYzu/f58b3LOsqTKeykLBPocBeeJ3ls+5jupMJJX43ndrPPldY5P7p/1bnRXKQrytISAdXyjL21HreON1KO063v94mLHoPn6kmZlbA5STN+rdqEdnXM3bN1Im3aLbTj9Jf23udb9x/jXJ8gp3naFQzg0mOJZeo9yX6zw+e2b/G94+scaAfrhJRnC0tKR4t0eOklyvgQnXVf5dFpBx8pOHLGIbdvqLKBH1MuLKgVZ9SKM6qFOSU/xBOSKPaYxz5h5LOIfcLYI9Z+QWIqKfwPY2Z/tYaoKHrhezFFP6Loheq7FxEjiKVgvCgyXhQZzUuMFyVmC2U+l9YAfYzxMZ20G3o+GpfwZutaNSZJWgovnclutlMr5Oy+zzQu8P2D6yxCTdjzhJxMv3LB01+CIOIL+x8wjwJeObymrjjQZdu1Ma3qhNun6+qAeRUOM+25qfHqEG8e0/tcQzUrYGethxBweN7KCDoyNa9S1Qm4unFGqzzh9YN94tijVFxwc/uId493mM4KD32uYeAQQvLUng5zf7YOrL57SAjYbvXZqg9442AfGQmiyZS7/8eHu/rgk++jA7inZIDVjCQn0jpJHTPMMPueSMIzur44NnqR04Th1x27e+ujAjYUNUZYks4fznf9Xjgnut5CaXBK3ZjK8YzC8RBxNkCOp8gU0w/pGZ8AKHxP+eE0ashWjahWIq4ExIFnmVURSu2nJOy9LAnTC0lENeH0U9pWlb+OfuYy3dpZWoWJdgfFXVg6b5bB1vUmvijZrumbiWRsy6UXi64vJ3pYSogxbXoi7dBt2soSEnfcjHOkpYzZfJldbUkoEclzl4HPVmQEPdemVoI63k36vxRGO9UPqed5BhemnB26dHkpBCKOU7+T/omkTVcYddZcGhbzwoVTsDTuCdDpdl382Xmh56vGjVp7Bgah1wk2qIAV3Dyh3OS8pC4rmBhBSCRCjb1Dy5ACE6xAl7EHHIjEtEgAkdQhqh28ufQIrF19CguGLrgRiAydiRTepVPG+nzoACrE6n4tN5MApUl1Ikcm7Ul1dxEgVu06n6afbRLgVUPiQDIvC+V7s2JnHs+KjOZFthoD7p6t5zMXS8sooS9xLDjst7i2fsa5DlV8NqpzudVhozZUUZ2yFWWZcv19MisymRdYb4w46TUy0aCSZm16kJCj8/THFWqlGRuNoa4XiAXnozpvdvb43M5HfGNxk6l7wWGW5l/A4GJoAdKaxv1AwBe2P+S73OCg31bRxSCzb+TV6XDixockFwE5ZU3RbLYUc+8gxt1fsni1r0zf1POF9AlDP3VHkfAkgRdR8COKfkjBjyh4EYEXE3gxnojxg1hFVQpCpC+IpGAR+UwWRcLYYx4FzMOAMPaVMJpl+lMM9MMkwws4m8ZDDGNSdsXecQH6U0jMshzmnzZXe3nvA+aRzw8Orz1YyNFl3SWTB7fwYh5bP6JWmPODIy3k6FQqLFivD7l3vuYIOQ9ID7G+SsUF9fKM2ycbNuCD4u/kkpuZyxoVCwv2G13ePNlT9zkJyVZjQG9aYbpYQazyeCYHL9XSnEZxygenm6TGKid5Xsx2o89hv/WxghCY9MkXdGSy+UtX3W8YIrACBR7q0NzmZYnIW1omsEKMFymtztIdOJ5jn+80TUzGaNARHAwsEhXBbQGlbkz5NKR8PME/7iN6Q+LRRDMv3nIDzuIWngeFAqJWRTZrRO0qUb2gIqmZSzQjLcJo01ARSef+IWXqJLTmRV126gg+Ga2A0aykZrRAn7K7m4JINpGUNkDYekzZdEo2bcPEKt5ftWe0UakQujZKS6Y9t35X8FnKlwOz/a3h9pyxQ+iJ5PTLnU/WPE0m1bvwLmlanO9mBxOeAyfJBus60lpqLZM28oTI3DbTICoVgcPU6zYMM5weL/Pd2bTMyxQcIt0H06RrymYCQiyZCCZlrB+Za+IGyT1T2QMN8953hB6h+hC79+UIHM2tSDS5rgAjHNR7yae9OwfU2Js7vFxaEgul+RHKSTrr77eUhHpRvDsgWqsgCyoCj6fD29tDFUj55EhPXRJqBXhNE63vjtue+8yMwafp55KkB3FRaW92r53jF0N9gafhOCDLLslYcK+3xmObxxz2W8oseMl5/uI0nJaYRQEb9RHHvSZR5HG7u871NSX8KEbOZQLzmRApBaf9Blc3z+iNK8zmhWUwVpCx5cqStmQsOe41ubp5xnheZDgpWWHnw/NNNspDXty+w/cOrhNpfwbFpOVwtQ9Ci0xwKoHPb3/ED8Q17vXWEmHHhe+iCmXeuBn6a7hidy8hf5277bncZmpdZt+T817R1xRYur9zAuYEjCgto0uAN43Zmp5xcrahzJ+zoLp9WcJJDrechdu8TFlp5ORflXKHwUXGKv7BbXu5Sgu5JqLV8pyXd99nEhX4/tF1dW+MJvgPAvXCrnvKL+fx9jF/fP9xtXZ0Ic+P2W33OR/Wk+dZHiBvnbkN5ggZwoPt1oDOSIVxti/sIWUOvBoP+60ew3mZvhaYS4WQtcqYd4+3MeagIobye0MWu2XCZrBcX4oWSPaaXc4nNaaLgmXpUslhI+vlGYEX0x1X7auPkz7xPjrCYUwVQ09qUI2JR2qRiWSz17xFOgKRSxgcB2B75wVJectgOHdepByDHXt7t6wXQWEoqR1END6aUn2/Q/DRMZycIycTx1zJMI8GMPVbeEIFHGjUYXudaH+D+X6T2VaZeSMgKnlpBtHgBbQpkLDygWXmdFvWWdvFZebuEvtJ+rdhKKUpY5jeHNza5AoeHknQAnsK4A7cij1JCF3OS+o0z9w2LLxZ2LNwOB7rtj4SeNzyKb+bFRuAxZ3+koXHJdzC8f8xG6CLyyxzIUS6T+7maX5bQc/po3DCiOtKlSCr+qsuhxWOgCGSuixOHUHInROZZHRMS/c0mT4YSqgjpCVzUSzh2AomDs4MnMqU1L1TxwgmTrhpM1c957teA27gHzeYiDVrTTqUrBuJCuyREr5R/nmQFnIEycGLO1YOfSm/c0rxXj8VodHkyQYdEGDD46u2SIecztAdi8WL1uOn6WeSwvWQ+e6CcC2kG5bZqI8oBGGyeaS4l2Tu9Cdlwthjsz5wzhWyBCXL9SR1xLHgoNdiK+WrUyOMPXaa/eXzCXtQkgEJmC98OqMq262BMq9cBcLDJJF8CUOPo16L7WafYqDst6WEKPL50fEV6oUZj68fqcA+Ilv+IZPZ9jXzf7+3xneOb/CZrVtcXzu1oadX49ipaOkUJiN1pBZpXp9Z4kFWNpXNl8V7qi7T9qo/HIKGMjcz4Z01XqQ2Z0v7ylyE9Jw9LjufUg/Fxai96J2pxmVWcjPl/M6ZrmbuC0/SqEz58v679Bdlvnd4g/k8SEXJfdB0y32vYW2WJ3xu+yN+fHpFMe8GrwK2mkMWoU93VEkCNazqzqoGs40L5U8XeBHdVPQ2szfpunPMP8vFBbv1Hh91NrTFhGSn2VfaHG0+q3dvGt85p/zuMBded0qWCws2ayMO+i2sT1JOfwRqLHaafc5GdRuo4eMu9U+8oGPWeBDElhmydupSIlBOdSa5DIAvYnwROw67Sb1FP8JzxVBp7qSQBH6k6nbv7AGEkASFKN2O01bgxXghBCOoHMU0bs+pv9en9MEJ3sEZcjCEKEofXCVUGCvgBAGiXsXfaxPvb7K41Ga2U2HeLhJWPEQBREEmjJzjcySKJGY72mdB+TEIpPGHI2GCUwykYT4d4UUa/4kss43KZxlbl1E3zKxJXlIfWSHAHFXokwkbhMDd241gpcdJPRfJb8+ByxUe3HyWAuZQE5HNl4Cmdo1M26ZMngBk3znRzWRmZbv03GzARkhx8ew5yzsl1GTas4yMSN0P5DL2rlBhcJyElRaJ8OkKKn5SlzDPsoTa86wQJLPCmqPdk8KzApWZN0v3NZkyIrnzxgg1iX+dCRmd9Cm5EDRBR6LNSXz1jFBkYdXmbm7AJGPatqT9kThCkkQaRGSFFfdAxNG62AMSBIvt2vKhikzKeFG+ILOUtPYzFZXNTAdT90UX8H2a/kwpqicmauNZkUmoL82EZF3bJC0/GEced3tr7Dd7ysQoNzmT2f2p02haYhoW2GqqIBxx7PFRZ4PLrY4StvJSLhMu6AxrBF5Eozpd3dmPPY0E42mR3qTCbruH56sKpITZrMj3jq7zaOuE/VaXpeAES6rRCxo3DL1m6o/6Lb59+CjPrt/jpr5nxzJh2TGxX1exXdl2XW7OoenZT1PUIa8XV+/uQ4ZgYOnOhSClhAwHkDx/J7L5MvVmpmsCv0z+3DazQtvDpuzeBznwmoqzSM2px4Bp0KjvyfnKpXc4njT44dFVrTkVF8Kcwxmkh1DjolRc8IXdj7g12ORuby11MWqjMqVanHPUa+abaF00H5ZSAmjgx2w1Bhz1m9bvLZ3P1C8T+AUIIbnSPqczrTKalUAKKsUF7cqEo34TEAlKPMHsejWNmyyOdRs7zQH9WVnXyYVzoFRc0ChNVRCCZYgfKn3iBR0hldPkr//6u5RKoWNepNLGzohf/cp7eJ6xb0uiq73w+AEvPHXf1mO0P76I+Ze+8AaXt7tqMjgSbakc8lc//xrN8kwDoBmQCK42e/wrz72h2nIGV0h4Yf+AP3/lA0pdSf1uSPP9MdV3zwlun8BghJwvMgy+LlsI9ALVYaMrZcRai+ZzdV7+Gx3mV6tMN0vMmwFRSTF9zz5xyGeev4cMtAO2EMSBeveZX7rLzpW+ZvQcprUq+eJfuEWttXAEI8XsVdYWfOZXDxGBzmuEH9/j8qM9rn2ukyZKOs/VL/TZuDJxVpX+CODal84IKib0tANHDWq/NEPojY8ohkjl83clwbOxjdJl/DKEBPmER3zZYaR1k9ITyM94yKZIAlYY07yKYP7ZQAWasEdcSrgNN3xmzxRdioDZWcJHCywua5WzDR6g8Dt+oaSiq6W0WIK4JBh/ppxceOaY/8UbPvOnCynG3qByfj0gvBwk+DGvBcyfCYibSX1SC3Wy7LF4IUAWHLwaGXLNgycSIcK9Iye4IvGuOpuoGTMPSk8t8FvaXE+kYXHATT2p7IdsvDCxgrU1YxCw9+yA1vVJ2vRMt3XjS6eU26EVrIygUahFPP3lA/xSbOszJ1Xbe0Oe/cyBmu/28k9V742bp1x57NzO2zhQJmwikPzqi++ztTZMmbFJAdXqjF974V2KxdCiQmqrhv12ny8/9iGePuFILvyVfO7SPZ7dPEE48x2Uk/jLj9xiqzG0MJtDylIx5OUnb1EuLRASZje3mN9YA2CtPuGZRw8ddEtLWy7t9Lh2+Tw9CLrNx26esLY2SY+OVIc+Tz19RKEU/RTM6afpp02KyW6y0xgkwkseU6x+0RmpU9m16gWCkVtJhpmVWquzWRtSLCjBpjepMpyXuNzu2GhcqbSCwYpjwXG/yVZzQBBE+fkfmjlzeiAFnUGNWAo2G8PEykmqu3xeObnKS5t3WK+NwMv6HepOuzh8wIQ2ws7JsME37z/OjeYpL+zcoVAIVf0u427bcDk5lwsWBIOQoL+4oG2XCXDgTraSXFlpiXdPMd+ZDJ5Mw5U3Dnn8tJRJQKG8aZVXh8W5tEFX7Et7ssTS1BRS4s0+Lr1xBCeZeb50QOAIfylhLgO7kMpsrNnjK/vv8kF/S0dXS25yv2gWubLdUtIPC0HES9t3GIVF3jzbTfxyBJRKC7abfQ66LSd8sqntpyfGQki2mgPG86K6hyrVZ1IoyaZ6ecpmdcSd7joyFggh2W31OBvVmGV8cwTQf3mD0YutXDjM9CwGITv1Pnd19LacKZEkT7LTGNCflq326KfBxCfeR0cKmE4LfPtPrzGf+/oENhnZ/nmFV165QqzD1UmRnPC+/dGWPXFzwz3HseAPf/Iow0Uxba4iBIu5zz9+7TGG8+KS7f7BqM7vvfeIuqAJNaixUH44H36wyVEvonFrTulwhH/ah6ERcAAZZ/wideWhisQligGiVkG2Gyw2axy1Azp31xmtFZz7d1Qf3r63RSAjBZcvkJ5UjtvAO29sMxvr0MM6YIOQIEOf17+3z3haUMEKNNMvPcFsUuCD19aJhac2BBNQQMLpcR1xTsLIOs7PJ+/XCScoDYH2NxKxYshP3m4SzUdQMmU1wkKYHpQSqoJuyxPEUw95KlAe2B7EsRJ2kNAVMEX5Q0hSmgd57CEWTmQ24xcSCcSJp3Djpc8ExEzgd8w4GBj01z46OpaG2zrFewTnIBY4uNBlY/A7ul03CpkEFgLRF2kcmmbHIGINn+W4FYLlSECkGX5Ql8iWFe7kVD937uYRUgeoG+kTECukKVhC6amIPAa/JnmCUPhq/DNaOzePMTc062I+F8QjP2MGqISs4aSkTtEcwUmi5utwUiaMfbVWtYmlFBALj8GsROx5NnqaMZGcSZ8RhSTamqOt8YTuuxVI9LsChL5HVBTEBVImbpEvFNiBVOXiRBASBUkpiJTg4zAXUkAhiFnEMbG5p0YCvtLvVIohfsERjrTWxvditsoTAhEzFSALHp6OulYoRKxXJoAOruIJa4pbK88p6tN5N36FENBoTOmflxXuXLNTHyrrc6W9nSU079P080rS/u+NK1xud2hVx5z36xdu6FHkcb/f5kq7w/mopu6gcIUd6Xy3vFJSowTG0yKDWZmdZp87Z4rpuNXZ4LndexwNmvbm82zZdKXq+3haZDwrstUcMHEOkpwu5qfU/MqyO1IFT+i2uLJ5ziwM6I8q+pUKqvBOcYcv7b/PN+4+Tn9SUbTabDG5DJxcbiYLQizoTqp88/5NvrT3Hl+69B7fPbzBZFZMDigs/E59GYZbTGMbonklIuyidF9n8JcCbtU7XBnLeSbSglnWOsB5nJLZwljtiVmhxcCZasP5bW11LyAc6amDWEiKB1Nm16tp896cfqrtVC4LTDn9yk8qn9kqXSHH92NurJ3y0sZtfnB6jY+6m8k9OUnRNFxZ+emC5AURz23fo10a84d3n0hFKvT9iP21LqfDOtNZwSmVGbs0JtKAZN/pV5XSnFo55tbpRt5ZuS1ia9TlPD/m+voZh8Mmk3kR5bM0o16a8VZnDaPhsv2XqLsUl6tO6tVmb+NFwd7F45ZPLU2hBMON2pB3jnf+TJvRJ17QUXfbCPpnJbuRC+2gJ4DF1KM3KyvfbifkqvRgMlbOlcJwUo41UadXBU/ztsYETAsGp70q0hPJO/0+nAacLZQGxhyyBHMoDmO8EwFHCyon54juADmd2bDIbgRwIZzQl5p5FJWyEnC2GizWSsxaPlHJYzjX/QUdKlp9n0wKeGGQhI02ZjECev2yY8PvUN8I+p0SXqQbNzDF6uK5bie51dYGJJCS6bigI6lJyzObjJNzE6JK2vymzvFpgIyEjZCH7gMziG4nzDxBMoVlL4YuWhgwhsaK8RZHURIkwRZQc0HcjRI4HFMdMY8p3J7bd84g4A9DcExRbQhrCf6pCVvlNIQK6FC8O7d1WDMxKfFCKN2aJe04n94gwhtEiZDjpMKxc4GrBH1BAUIISh8mbQkBlLSAuJAU31mQUHwDpsTrx4ie/uluvhK4p0w9U/AJAbEkesNGr0i46jwzP5J9NzoThB0vmXxGYETS/7DkCG8OGY8kJz9uqOdeUhdCsJj53PrhZjqUuxZauydVOue1ZGNz0nvvbakyOmS02T/iSPCNn9ywbSXzG8bzIv/w9ceRnrqeyQApYrh32uJup5UEJzH98yTfvn1Z8Q5xgntjEvv7bz2aRFt0TNcmsyL/yytPqrkVJkIpMZye1Pnjo7oKSGDWuBaQ3v1gy65lYQMWKI31j753WeWLJJ6WfkQkiUKPV755OeGNVllGfZp+RimZ4HHkcdhvstfs0xnWHNMVw/wlDLEETod1LrW6rNVGnPUbGe5esrx43FcSKQUH3RaP7xxxUqwznRcZTkscjxpcWz/jrcM9jKPxgzg5KQUn/QbXt04RZY9BVFlmiHMLuqhwmFzF0ap9M/Q57LTYX+8yXwRMTFjt2OO9s23qhRlf3PuQb959XJ/6irTcsKq9LJ8oLGogVoctf3T3Ji9t3+ZXL73Dnx49Qk87Q6fry5c6FlulTJs5HLylrys4UIc05pr+ZqrLbUZm2spYtaTBU7/ioo8sOeZa2T5m4XCCKOXOu+xe4jyLCx7TG7X8vJkkXSHKjp/MlMlj/tN1uzyzEOrA6JnNe1ypdfijg5ucDBvapCzBeao7hrXIgLHUlvnqxTyydspetcsf339cCTNGUPAku+0+o2mJ3qjqDEPeIGUasI1n52DCK6zXRtwbbGnzuwwinA6k5oGAteqYSjDn7eNdpc3xYvZbPY76TRaLIC2YyBwQ3TWlHxWDiN1Gn3dPtlMme7n9iyVbpQGTRUGZuP0Z0ifedA1IM4+aTxfZT/dCUEgxDOq3Zv4jFSjAM34+Tl7DUKi7KbAaUy9Tr7cAbwalrg428MGU2jvnFD7UwQbG6l4cKc1NxML+2eBYAkSpiNhcI7q2w+TRDUbXqox2CswbHlGRtHM1pEPjJlWmHbHB8blxcKgXk71V3lcCxBLjaNrK8XWRTj0pXwxAWmBwOpip2zC+Ruvi+qO47Zs8tn6hiZtIm9mavOY0yGg48qKzuSm7KYnl/iTlXfhEei6mCJlMt+tqOSxOsnWvSK6pX0qLpn2mhDO4MvmTnnpuAwyY95DTLyelTtMyfTKPnA3G/mXnmFv/hVoh0v45JjaDxOLV+o7p9zb4gCdSMKTbTLrgRjlN8jjd0Ru73VK9pJz0M3WbDc21jTaEw9AOQzOy391Iac6mIEnntXTK9Qs0NE3flZPasc2UMBtdrOefE6hAhZhfHoZP0884WZIg6IxqFPyQZmWSyeAyc2pQosjnXq/N1XbH8TPNW7B5bao5OZsXOBvVudTu2gO9O501msUp7er44moyZDAMfY56TdbccqsY8wfVl2GAJvMCx/0Gu+0eBSc4QRx5/OT4EoN5mc/tfkShEC3vG25y31kY07TOkhEpmM3VvSm3hht8df8dLrfPld+OWx/O2rL1CJY77+xr2TLu/ue+y8K6KsmHzJM3Hi6uXROzFGysHp+LmFWn+Mp2V6VsOYPX7BSXzrslvIvlr5ltulae8Sv777JRGvGH957gZNBMCTmr0JYdolVjJbyYy+0OT60d8KeHj9CbVJI5JySbzQECaS/wNIdSf7akTC2LhYjOqKY0oQ7tSDWQRZGAQiHkxvoJt7obzLXmqaWDGZwNa8n+sVxbbr3m/U6zz3RRoD+pLNWRTUEhZrs94KDfQkbCZWM+dvrECzpCn7SbsMOpDV9jWmRnsjvwhtmQpC7es3uPI8QkQhH65NShnPqU1p+qaGrV44jGrRmNd3qU3ztGHJyqYAOLUMOVHk3LR3tChYsul4g3Wkwf3WT4SJ3hlSLTdY+wqkPkGtqkLyW1jJ8x2/FVOOnYHNqIhCE0/jmxLxLnbYeRMwC5fjw2sEDGn8L6X7jIzRIwbT5lIrstMZletoC7qWhcuRoSgzC3EjfgQLYqLUwkkeUygoJbh2kjK2RZk7IVsLombg4qUiklmDhzJxu0wDHnWqov209XaHI2CSX05cBqKF1KwMrU6QY9wMljoq+ZOjIoyBUCzVoyPwWkBCQNa65A7bRvBRcbAU7XkRGOXOFWRY1Tcz42a8GuEwdlem3EgRO4IOfAIF/gVziVnr6kVW+gSgARKdqRjZhm6YbJEyfzfhXdMe8MbUq4Nue53jGMIIQQqYMYVadMf36afn7JmTdh6HM0aLLX6uF57sJxGDywW8TZsI4npApiIJyXD5kkcNJvUC4saFRUMIH5osCt3gaPbJwSBJEGb0WdGYZ3OClzOqxTKc1ZisL20ybNgA/HKrzt3lrXCnZSwmIR8MrRVTwheWn7dhLwJ4fc25T3zuUBDQmOBfFI8NbpLt87ucZLm7d5ZvO+HZvsNnNhhW5/7Pv0O28hHS3qShY7Pz2M4GDpH0vzaWU9WWHmQYJNts1V3ViJN+kQopw2l8q5eHZ/5zdgtycBRT/kSzvvM1iU+eb9xxlMy1bIcazsH5xW4EV4kt1mn89s3uZ7R9c5H9VTd6K1axNqpTkHnXZyX44bFTNTX25nVuC2rH1+xrOidZdwMHBBnZL9Zo8o9jkZNkAK/CBiv9XjsN8iivykyYdAkJlyxULIXqPHne66uovHqWKpGgHr9REhPv1x5UJB82HSJ17QcTcIq27UkynvQMUEIwDNCKS0QNKafijtjQ5Z7dxjYTVE5pnW/HghFCaSciemfm9B44Mh5ffP8G8fI897MJuD1uC4WpwUsfZ9RLWiwkVvNpnuVxncqDDe8VnUBHHBuRfEcZy2p8xe0k/rjG2bSoffNfJIks8wf8LmTW6qF0lUKsOASs1Ymoo0E+pGaksxxL46NXAFKRe2lFbE1fhYwcMpAw6DJkjWtS7rRAtLm306zL1hil0ti0t789pMMf6kBZ9c4SDbtwQdiaFsDlEyc9JU7WcFGZmMkVNfuq/KDM3VcqU2DIu/HDLkCh6miKthM9TXHRuLs0x/nbLS+PhYgUmk8Jz4vCV1JIJGMi+lK1wL0sKISb6XRBV0zEvNWrFrxK6dpD27tsyactHkUlQJQo+JiEUieDh127Imf1arbP4cPzsv4+8twBFeEjpl3xuhh3R79kAmGw3QaK8/1k7/afpZJAmcDupUCgvq5WkOT5J+EEY+d7prXG65Wp0LGJnUeKq5GYY+B702++0uvg6UczxoEEvBfrO7vHay4Lh0UQpm84CtxoBadXZx2Y+TpKr7fFBnEQYqEpvjqzFfBHz34AaNwpTntu7ia63PwzVvFqXpi0i9iUs+MvK431vjD+89QdlfUPQihHb0T4Qds7Cy9Ts08QHMeFz07H6bht4p+3HwmWWY84SYbJ0/o/Faaj8vubizpzv6YbZsdjBzue2cBp1yhuXw/JiCHxFLjx+eXuWHR1dV+GgDwgVwi6Uv+Yy68CSb9QGf3/6IV06vcjRwLrsUUCtPWa+PuN9pq+ADeu7JILn644FpqWEFvO/F7LZ7DGclli7yXdE5g5tqac5es8uHnU0VLEGoy0HnoU93tDqq2oV4E5LdZo/RvEhvotwcLpqKvh+z2+xz0GslQtEKYfJh0idf0JES4UmqzYUiTEbAEWpd+UFMpTFPGApt5iEiSbmyoFxVPhCZgCpU63MKTmhPY1fvSUm7OcEXidmIP5UUhzG105Dm2Zjqe+cEHx7D8TlyPNFRwyC7a1h+sFSAWgWx3ia8tsPk8U2mOxWiNdi43kdWpb3s01QTFGM2N0eQvdzQg3J9QbUxTzQyDkNfqS/wS7HS6LjRsHxJpblABElYaiPseEWotCJlHuTpRapN24rliGI1Thhghykt1GK8svlNylzLr8XO3iCTPvgCiiSr0l0enoSihteEOzY4LAjtKCdSQgJCIItpp3xXIJDmviFX2wIqqEUgHAHGqS9QxCpPmJGFjADiDLaKgibS5UAx4wUv1Ybpswy8ZBWbIARCmWwJnxytje574AoRGWHR4MnVYJkx9dxKRPJOOMJRSujJaVuXEYFAlEQqcprpnwhQc9cRMEDB7BWknct4Tj988IJEuJSBo+kJzDucqGvqTwRSMy3Chos277yCw8jYea8+fR161tX+iBiEUJEZU3KnJhW+F+NrGpTS5sQQyBhhdgDnT8S6Pp0XSJmk+SK2Pj0pfkhIe6ruWEqARDGJeq7YNWbKeVhh52d1KP9pWpGyzIEULBYBJ8MG+22j1VkxCHrJnY1U4ILNxkBP/Yfh0pIHUkJnVCWKPTYbQxDKJOyD800utbpUSzNdLAOLyKlTCyRnoxq7rZ4KVf1nmUOu36Su+7jXxBOSrdYAoTWlxILpvMCfHj7CVmXAs1v3lLCTxy/mygsOg515aQ4fZSzojyu8cnSNWRRwrXnGFW3KlpzxuAx7Ni3XveLBEqxJWUMUVhRb9fwiWUBc8D5PEPq5JGcyufKOeWW+LzHZ0oEt2/mEgJltB09SLs15afc2j7ROCGOP01GdKNKEPxMFLC/lMehZEIQn2agP+KXdD3j17JKNMGYKV0pzdlsqwpoVsPKQLHMeZ5n91Ht1OL6p7+LpjTI+ZVnoM/j0vJgb66ecjBr0xirwR6kQslUfcq/bzg95vUrwcVKpqLQ5t7vryDhf7HBxuFYbKbo0rq6egx9jTn5sQecb3/gGf+kv/SX29/cRQvD3//7ft+8WiwW//du/zXPPPUetVmN/f59//V//17l//36qjvPzc37rt36LZrNJu93mb/7Nv8lwOEzlefXVV/nyl79MuVzmypUr/Cf/yX/ycUG1qViO+OzL9ygVI3tSaWzYW2sTnn3pQC2IWKYw8uSNE55+5Aggda+Fh+Tzz99ma31gmQTzrlSI+M3n36FZmiktzlhSPo+o35lRPR3gFzpwpO7EkfMFEu2H43nq3hF39ISAQoHFE1ssnthlenOb4c0mg+tF5i1BqbrgK09/SLm8SE6YtUP1WmPCrzz1IYEXp0+hPXjq+jHPXT+0v2MP4gDiAjz74n02dweJZkio/vm1iM9/7SOq9UXyXKfq2pwXX75n7zpI4If9632uvnSeMNzOpL3xhXO29kdpguZ5iILkiV8+pViOEqZZf/qNmKtfPUcUHWFAM8PVy3PWPj/OZbLLLywoXA91G4YRB3xB/Zfn+C0j/SpApBCIusD/skQWM2PiCdgTiM/qLgmwmisp4SkPHjX9tVynitb1Sx5yXRM8B8a47uH9ikQGDgNq5I098D7r7nlJW+JZiXjEESwcTVD5lyO8damZfUOBwatC+asLKDmcuMahtxdT/9I0TRn0u9YzE+rPzB2B1LyHq189p74zS/c5SwGFg3dg4/qEp14+yw2m8vQXjtm72XcESVVOFCUv//lbNDdnCQBaeKk0F3ztz79HoaIiCtrWPcHVKx2+9vL7VoOT4AS+9PwtXnriXtqE01OC0f/u82+wv9lL+RRJAc3alL/+2VeplOZpbZCAp3eP+VeefhPPi62AY/r46zc+4Jcu300JEEJCQcT8ay++xiPrHfvM9K1envOvfP51qsWFjTBn3l/d6vEXPve2mtYRiSZHwpOPHfO5p+7a/d7QPs+T/OrLH7C9O1Bj5Lz3CzFf+NptCtWfiaH4P7H0i7gvrUpSwnG/QbUwp1aeZbiozHcJUehxu7PO5VZHhXe2wk7eOsxPcSy412mz3ehTKiwA6I8rHA0b3Ng4VbR9FRPtgqY/x9MSg2mZnXZfHyI8XN9XV6yTVBHnDs7blAsLNhqOyV4sGE1L/Mn9R9mp9nlm674Vdi7k/ZdeynQG91MKoshDShiHRV7cvMNn9z6iUp6BG5J7ZX9djn3VuOQIk/ZHZhBE/uOlshflu4hRzRMwHia5eFgFRza5KFn1PjW38wBfBtRsfZ4fs9Ps87Urb1Hx59wZrqsSelzzS+d3K/eZ2Y48yXptyC/tfsAb5/vc7m4gY8+65ZYKC/bbXY77DSbTInJlzfpxVvBchVsAIalVZtTLM3UXz1KHcuaOkzbqI2qFGXe0YCY8yaV2l/NRjcmsaEHIhWcF+HiSS60O/VmFoavNyUG2QB0g7jV7HPRbKppkKu9PR0g+tqAzGo144YUX+K/+q/9q6d14POaVV17hP/gP/gNeeeUV/qf/6X/i7bff5i//5b+cyvdbv/VbvP7663z961/nd3/3d/nGN77Bv/Vv/Vv2fb/f5zd+4ze4du0aP/jBD/hP/9P/lN/5nd/hv/vv/rufooswH/l86x9fYzpJwvmZGdA9qvCDb11RYXghFe3oJ2/s8uPX9lSkMScEpAzhW995hKOjZmJWov9m04C//61nGHZKlLox1cMF1dtDSh+dIV47Qf7+OXI6Q2Zi1MsoRoaJbbEIEjM1Uaox26nTv1FmtOszbyg/nMGsxP/wynOMZsX0pBVw3K/xD155mrnwrHO0YdZeeX+f7757xeZF33kjheB7r1zl8KBl35nAA4tpgW/+3mMMxyUbiMBohAadEt/5xlXiyFyumPgDffTROu/9cCvRrjgmb+98Z4vjuzWyk1eGgrf+eJv51E8WksZTNPI4+PYaMiQx69JM8PSwSP/H1dT4mp1n/kaB8K6fCAJuhLcfFImHBq6kTjmG+DsCscD6bRhzPHEs4VWVT7lhyMRP6b0YbuPAJjAn5N4rOqpZRhAT45j4+wJClV/YAQB5AvFr+rfRVujv8l2BvKOeJH43qr3ZjwNkX/8WCSzxFKavFGHhoF4LXvG5x/j1snqRurQUhrfKjG+XkrXg7FpHr7WY9Iq4gpadX5D21dJwdA7KvPfqGlad48yN997c5OhOQ81LRwMmI48ffX+f4aDo+JSpl9Nxge/98DKL0NfzFutzdnTa4AdvX9KmaGmt2hu3tnnvcFP74WiYPYil4I/fv8rxuJ745uh343mBb7x/nVlk4s8ngtCdbotv37ms7KIzG/urhzu8e7yRDjYgIYpVW0e9uo2oZrQ2s3nAd9+7wnwepAMUAKe9Kj9+95INbw3C0qSjgybv39mwhzFonxwZwRtvb9PvlbWQI5M8c7jzWpt4msyjX4T0i7gv2ZSzd88XAcfDBpda3cRXJ6stMGsCda/OLCqw2+o5pOVhmQKVbzwrcT6ucWmti9BR2e5016kUFmzWB1mSlZ/MfiYFp/0GgR+x1hglLz5u0us1Ayph5HO/06ZRntKujw2pVNHSpmX+5P6j7FV7+cLOyn44XHY2UpmzRMyzk3GD37/7JIGI+XOX3+JSu4MXxMlZTkolmseYr2LOH4BomfnLe+mGlF7FUWb/TNaPM21E3u8MDFkNVBb+FFoyQvFFQpip1HLCbnsypWUrl+e8uHOHl3fe553uLt++/yjjedEKr8gHk7qszJEHm9HkfGnvfd4830vMv3S3ioWQ/bUuZ8M6A+N7cpG8m3dWccG4F4KI3VaPo16ThRO+OoX8HAFHwbbgxtoJH3S2mC8CEJJWdUylME9dDrpU8KIkoFaas10fcLu7hpROHXllhdLmQHJX2HI/l78+KH3s8NK/+Zu/yW/+5m/mvmu1Wnz9619PPfs7f+fv8IUvfIHbt29z9epV3nzzTf7hP/yHfO973+Nzn/scAP/lf/lf8hf/4l/kP/vP/jP29/f5u3/37zKfz/nv//v/nmKxyDPPPMOPfvQj/vbf/tupjeehkwS50NRHSoQTVUpKoRk+tcJV6Gn9LjS+KKoay2B4EM09+10ItKOwCtEqhx7lQUixO8PvjBDdoTJRW4SY8L+6RlzKIgyFLBQQzTrRZpPZbpXJTpFZWxCW1XtpTXAUwVdlNW02EZtjgYx81YJjigLqFmwpQfhAJFUfDMMVeponlklIXb02ormPYbMRKDzq9+HCt2YyKaEwEqi7V9Q7G3oakDPjwyNTJ9ggFKMlk9/SMwyZx2KkGTB35xWCONRjaeNmJ/li99LuzI4dm/rcIdH2CnKUpuQmNDkL9Wf9lmySiFmCI8ss6u/eWOeydEfBJ6RIh6tOmoSZRMxUPoM/oSmzGBshLOscIoj7Th0SvYl4Cj1d88xs6BrZM4iNssTFiSeIBo4mxxVapGR2EmB8ZNQ6yfF/cspJTxDOfcI5S88BpoNCahN2/cmG5+XEbE0LLFJAiEf3rGb9ytzAAaN5kdGiqAJs6LVjBJOzXlVdJFpI8pv976DXtMKNi8tF7HOr007mudHqAL1pmd60nGx+scK9FIKDUSPxmTHrC0WHbp+309Eg9biEocedo1biY+j460wmBaYjA7geM11Hp1dW5m0O6JZJO647YeT1ewkRgoODxi9cxLVfyH0J0tyTw4lLKTnuN9jeH1AvT+mPKyxt7NJMPkXvb3fWeXL7kNNhg+msgExFdnwAB6unzVGvyRO7R7SqY7qjGotFwAdnmzy+cUxvWmE2KyBX1ZXhBKPI46DT5urmGdN5QV1W+FPKOy6cpunFIuBep83ljQ5I6A5VaF6hhZ1v3X+Ml/ffx9+O+Ym++NGGwc2ixsLv/sh0KNNtqTVI3zm4waVGl5c27nCtfsZPzi4znJat07lc4lKzSe//Zm+xzDv5Q7bEcbvwZQvInH6tqNzdTs09OqtgWFEuac95kaeyzy3rliGHIc99uNQluyULdTfOfqPL8xt36c0r/N7dpxhOy4oNyxMiHiKtAll4kq1Gny/ufMjr5/t8ZIQcnQqFiEtrHXqTipqrLo6QCk/Z5Zo3VLnjL/C8mL12j/6kwmhSwom8ky6cipKqUeVLrq+f0Z9VdFQ1QRBEXGr1uNdrE4b+akEwMywuVyuE5MraOSejxvL6l+kyoO4T2mv2uN9rE4UZPcyfgXb83H10er0eQgja7TYA3/72t2m323YzAfj1X/91PM/jO9/5js3zla98hWKxaPP8hb/wF3j77bfpdDofDwAj/cr0pp4wBNKedJqLLgVYXhlwzNYSxk84d1aYkNLBJKbUjagcTqnc6RHcOYXDM2R/gJzPkTLOEABVnz15CHxEvQa7G8we3WL4eJP+jRLjLY9F1YmShtGmJDTEmq45TFwSSQ1bNvZJa3gcUx7FMIolJtJqaPTpuIDEr8L68Th1GM1IisMiYUqzPhxCaZRSviyOM57JbzQmqehuS1HGzAC5791xd4QgN6W0Dc6gmMfSOO9reHX/7f0/Gl7LTEoSDYvVtJhnDixxnOZAU/1I+pJoIKTVKqWig7llsn1zBMYUtUoRUpH5ywHGaFzcfBnTsmVcOpTMaAEz82JpjIRItC6uU6YNfpHUBSRaLNNFBy82MIEzx+2fFoiM8GMFIJvHmYOZteQKSkldCW5TtMYeAJA233e0x+67JLy0TLQ7WQEoxtKwRDuUoXHk1G2CrRhSZnwW9TwWsbP7ZAO2fILSP/V9yU2WHqQfLhYBR4Mml9paq2OnuVm4SQEpYTBRAvbldofkZPxhB1AtzEXoc6/b5nK7q8zgUCernWmVR9ZPPrYZ2mwecNJvsL/Wdczq/ozJ6fp8HnD/vM16fUSjNklIWiwYajO29fKIl3ZvUyiEybaUB4fM/sjhxLLojAVx6HOnu87v3X2SWVzgz11+iyc2DygWF8qczaUTFySxyBz4ufR5KXPmM8tASidjlqFeypj5ExJvGuGNo5w55OZdaizdXvbVqj7kvpPJX3Ys8jpqWA7z6cW0qmO+dOk9nt+4y0/OL/Ht+48ymCRR1T5OyqI7tY8Awo/Za3b5pZ0PefXsshJyjD+LRAkNax0G0zLng3pGyNHfs8v6IsEi9V75Ym40h3ie5MzWv6JQDru0XhuxXhnzUUeZ2Qkh2W31mCwKys/nIYXCFJ4ENKsTmqUp97LanDzohDKdi6WgY+4TWqr9pyMgP1dBZzqd8tu//dv89b/+12k2mwAcHh6yvb2dyhcEAevr6xweHto8Ozs7qTzmt8mTTbPZjH6/n/oDkqhCrrBjP521hGYWtJmaRacT0tUKP8Z8JFaMgbeQFEYR5dM5lXsDinfOEQdnyE4POVV34iQrwsxmoRemUCZC5RJivUV4bZvRzQ0Gj1QY7vvMW4JYO9+bE2qrWcoyZzqlokiZCFKWecwIQ74Om+snv20IaoETelc4ggyJiZrNK5yoaqSFEQuryzjqd26ErSzjbgq6CzPOhO3OWzmJzhpL/axGwCNNX1zGnYRxT73XzLOlpGYIhe237ZcRQi3FVWXVHDMRrvRvz9PR5rTgYoS5FAPv4NLFh2tmp+t2jlGW+2aDM6ThTQt1Oe249blCEQmuXEE0NY7ecl9S5Z3vSXhyEiHXmAv67vgl8wwjlNv57AjtVhBx5pT+tAK/gUGbrKWiEmYOADQfmKwRvcas745EhY4WIH3pPAOkNnd0Awa4m6Q+KHHnsxGo3XtyUmayDu0yB/uWpmk6lgpTq99JITRNc4QYd1eMnd+CdES2T0j6J7kvweq9KTfJ9NfjfoNSENKsTpbeZ9kvpdXZYL06pF6ZJQz9x+QNeqMKw3mJfX23jpSCj843qJdmScCDh4lSobmX3qjKcFZiz0RKexh4Hmba6fqnswL3ztts1oc0qmlhx/jsVII5n9/7iFJxkd1S0imLL6NGTW2wDr2XWB+PyazIDw+v8q2Dx9ir9fhzV97icruDH6gIbenzoOUOxgUvTScNPDa/XH6XFYzc766wY+F+0J8qF1cDorrjJJ8SnFx8rJhgLo3LaWK5S45/k0sEc0NmpptObWGepFqe8cLOHb526W2lxbnzFLc7G0ShOuHNCyYpl77kd2n5tcTzY661z/js9i1+cHKV2511ba6mYA6CiP31LoNZmdO+K4T8GWhrZrzrlSlr1TH3Oy2iOA9fIvXhPi4WFjy6fsIHnQ114S7QqExZr45VAAJ37mfHLyeZx54fc33tjHv9NtNFsJzfmaMCjaeW0ubEKwIWuLzzx6FrPzdBZ7FY8Nf+2l9DSsl/89/8Nz+vZmz6j//j/5hWq2X/rlzRPigZLYx6hmYINJXKzmAtDFnh13mX3DQu8UNJMI4pdhdUDiYU73bx7p8hTzvE4zEyipy6M6cegBAeBAGiWUfubzF9bIvB4w2GVwv2ThyrfTHR01yhRqaqW9bquBcbWyYuYQ6zo2+ZNiuomPqTiWWFGMc0KCUMOKfu0vj+WAFIJFoBJ29yz4uBzwBo+prkSy4qFRkYsUzw0uZgV15mweZpIlKO9m7+zO7olll67yxEA4Kn+pUw/k7ZnPJWyGH52XIfnDYBa4aWhTVVVrCkDUvVKdL4yWrNBHYMhTTzRSQ7v/6dug7BaoFMfcm8wRdOGZkMmxWizJx2vhstoyOgxL4R2oUjKJnnTl5codyUJbkQ1xFo3DWY2uMz6099N4DLNCF3gqbZ6I5Zf39BWojR5mNpLY6T3b1Y1DRpaJct54TDN4c+bp3ZzcehEw88kf0FTP+k9yW4YG8yKSP4us/D0Oeg31IMs+9qf5cXtZQwmRU5HLS4vn6avtjyY6RYqsAErfKElhaw5osC751tcWP9lHJxvpJZz0tSCk56TXw/Yr05ZPW5rpOctbP0PFW5ejidF7jfWWOzMaSZ0exMZkX+9P4jSOCXL71HrTK1gQOyZD6lPMjuI7mDpNaJjEHGgjjyOB3W+cadm7zZ2eP5jbv86pV32G708YIYPEUfc4XFLF1Jrb88Iv6AZOeKw00+bMEV83GZT7qo7RXlRebPeZ0UvghYaXEnBAqnnqRUmvPE5gG/fuVNaoU5f3DvSX5ydIXprGgZIetjdQHcWdBSLEbqgcQPYm5uHvLcxj2+c3iD+721VFSxgh9xeb3DaFrirF/XoZ5zOp9GwPLrZfbRvigVQvbaPe53W8q3JleQSnfYQuBJbmyc0p+VORmoO3MCP+LyWoeDfpPZvLD6loGcIXKn61ZjgO/Fyr8nL1qbW4eAbR3CujeqLmuk7Fx2GvoYe9PPRdAxm8mtW7f4+te/bk/NAHZ3dzk+Pk7lD8OQ8/Nzdnd3bZ6jo6NUHvPb5Mmmf//f//fp9Xr2786dO+qFVJGErj7SVWFp3VDFQoVTvnK9i/F5cLU9mxsjtjZH1tzDNWG7ttehyYTS6ZTSvT7+/TMVLnowVOZIRqhyGF4hBMJXGgXhe4hqGbbWCa9tU/9cgfXPzphsmTtxsIP7+PYp69Wx7asReorFiGcvH1IoRunITz7UqzOe2E9MDVwtzs7GkCvbXXWyrZ/FBYEM4JHL59Rb0yWhyS9FPPLoGQUdejphNFW46t3r/TSTpAWq6tqc5t7UMsyWWfeguTel3IoyB00C4UNzf5aECnYYbS+A2tbCCYiQrJSgElNu6ahwcYx7j0uhGeNXEwbcZeKDtRhRMMiV9p0oCPx1mRaQNKCiIvDb7gAnr0VDICqZInraBWsSUQREZun54LVlgkMSPIoSiBZpXOh+ixqIqnBASPolWqiw2inQBfgCr+XgwvRPShWGuSFT7Zv6vBq6X0nQAxEr7UVQlwqHGQHKjo8QSd/0Z6EaU26HqbxGIK60Q0q1KNGOOXC01md4RZn44AglxIiiZG1trMJqO5odhKBYCqk1Zqk5bTQ5jcaUanVu56wV4D1Juz4hCCK15hw8+iJWEZ+85V2gEoRsVCZWqHBTvTin6i2W9iAhJc3yhMCPrabY3sUlJK361JovKc2OqsAPIhX+171MVNMvvxDjFxwJS2KFnqAU4fkJDoVmGAUoevJT8FX/rKd/GvsSXLA3maTpQ4rB1S+khLNBHd+LWa+5l4K6yRF8JNzvtSn5kcq/EqoVScOxWATc67W5tKYjuUnojmqcjeo8tnmihKgs85FNDuMeRR73z9doV8fUq3n3A63u0tLzbP0AUmt2Omts1Ie06+NE8RwL5vMC3z+4TmdW5cuX3qVdHSsGOY+bzWvH9jXDbLkZtLaAWBCFPrc6G/ze7ae4N2rzhZ0P+ZVL77JVHVCYa5M2IDcc9RJnnbxQmtqcvCuTyMCeK0VlOpvz2mji8v5yj+pzmszh7VNlUlqzvDwKVynjA09SLIY8vnHEb1x9g71qjz89usG37z1Kb1yxIZ0Tzduq9pdauhhTQlIoRLywc4frjTP++P7jHA+aqfDLhSDk0oYyVzsb1NN+QStQsBI/2fmpk+/H7K+pqGgjHdEsgdoQlnTdtgpPslUf0CpN+fB8UwloQrLT6jMPA84G9SR/Fu4V69CwGMXCgqvtc251Ngh1UISLZOJSccFus8fd7lpyuWmuUCqyDx4q/cwFHbOZvPvuu/zjf/yP2djYSL1/+eWX6Xa7/OAHP7DPfv/3f584jvniF79o83zjG99gsVjYPF//+td54oknWFtby223VCrRbDZTf4BmnCXruyM8H73ZSyuIBKWYxnZiFuCatq03J6w3x9pGXmFchJJgFNEqDKh2egT3zxHHjplaFJFQWIcJckyIRKGAaDeJ97eYPbrB4EaN0uML1q8OiUqkT4wFXFrr0yjM1IJ1JpXvxVxr9fBFbJ8bTXu1uODGekfdM+CY9yDUbbyt5tQynZZhDODSTo96ZW4ZTBtqtyi5fLmr79hJYJBCUKksuH75HAIjaCXanq21Ebs7g6UyUgj2rw6oNefqmdF4eAJRhOuPdwgMk+ZolPxazLXPdfGMIOiYTtV25mw9OVK/CwFu5LXGzSnlfTOfkhUvfUHjxQl+Q2/cnoAwhDjGq8TUPzOBopfAoTUF/mZM+Zm547eSjHPh0YjgsjZXFLohIcCTVF6cKSHDPtfgVKH82TkicKm4ErqCnZjCM4uEipC0VXpqgX81SgkCoPpV/8KEoJ051fXUHUVrvzzQ9xEJrAbG9yjvL9j7fMdxvhd67nhceqbP1s2RM44gfQ8RCJ778gHNzWnSLxwhxz5K+iaFoH11zI0XOkt7HELw1PPHXL/eTfdJCLyi5Fe+9BGN1iyFQwlUm3N+7UvvUS4ukvHVQvmVvS6/8sKHiVbIuUD35Sdv8+yNw6QdPedFQfIvPPcu+61Bsn5Qw9KuT/grz76uwktn+vjY5hl/6cm37V017o75K9dv8dLlg8QMTdOcghfzL3/mDfbX+qkyIoZaccFf/vwbNIpzbVqLpVVXdrt85YsfqLyS5D3w2OOnPPHkcaK5NmB6kpd/+SN2tweKcbLwSYJSxOd/7S6FavgAxuQXK/3T2pfggr3JTS6uM8xtFHnc7a5xaa2r7qUBEg4gXVBKFRjmVmed6+tnyi/lYyVVnwQ6wxrjWYlL7a7aR6TgVmeDoh9qszbT9AMYb03K5ouAg26b3Xafcml+8dx6mHmXw+/MZgH3ztdo18asN4aYyS218Pbq8WU+6G/yK/vvstfsIvQdOEttGn7qIkY9JUAYmETCVMeC2bzAO6e7/N6dpzmd1nl5/31++ckP2Gn28QuJSZuqW7Kk5cl02O+HeMMo993FKdvJvMXtdHjpdY4QIjPvZCZDShhaAaNc8cNs0WGsfafTGjjhqUhqT2we8i9cfZ2r9XO+f3Kdb9y9yfGgqUzH4jwztSy3n36zavoKty9CUivPeHn/fVrFCd+89zidUTW1iZUKCy6vd+iNK4mQkydFXyRRPWBIPS9md63HLAw4HzxEhLKMcFItznlk/YT3zreYLVRcsmZlykZtxJ3OmjIfM/jLImbV+hSgAhB0GM1LGi8X9wMh2Wv1GM1LyodqSbBxYH8Yk9ncJuTHM8IeDoe89957ALz00kv87b/9t/na177G+vo6e3t7/JW/8ld45ZVX+N3f/d2UPfP6+rp14vzN3/xNjo6O+G//2/+WxWLBv/Fv/Bt87nOf4+/9vb8HKEfRJ554gt/4jd/gt3/7t3nttdf4N//Nf5P//D//zx86uk2/36fVavHVz/1fCYJS4iAPmokzPifChq9MfAQUg+FGbkKCF0u8SYg/nOH1xzAcI8cTFRZ65XGBsCtF+D6iUka26oRbTeabZcbbPmFFIAPlC5OYjrGk4ZTO99qPjolLPpOnkg3b2uTHyW/XL8D9NKfCxoTGzedpZkm4ZbQA6IXq09ZhfQFk4rdkmTSpHfaxvk8pYTJWjvXCBoRIIt4xncJbH8JGG7G/oyLSuCh16kMIx6k/GTsRxXbDUtHAtKbNmOVoRkGNt6nLGUbNgItcp2wTe8gRFHS/LBFwXLOMOZn0pIqwJgQsQuLTM7ytTfA9BYcUTr80LB6qfhvmXCTtmflpLtVzhYsAMOZRWRM0X+pQ1klfQVjnWRk6G4JUAo3nq4sp41ik2wG8EirqnUzakALk/WM46yCeuAGVsn6u3ptLQePIS4JamC4XIfYEsfRsn43fj1+MiSKPGKFNOfUYColfksxjXw2Flwg0vifxCrEKB23Wl/7zg5jYEyw8PQYGdh+KxZBF7BPZtjROfGUyMJsFVN48hzBi/Lzy8Qj8iIKIrb2ziM08goq/QEZCmRgY3M0VbakUF8zmgcK9XntepPpVLoTMR0HiJyjBCyEQEUEhZjEMdFvJGvMLMSKUxHPhrDuVp1AKVeRIR04jVqfMQTkiGqvIjNF8wh9+/z+i1+vlM+j/jKRflH0Jkr3p8n/9O3iVcnqt53JaEt+XPLl7QH9a4e7ZmsMM5DCrQp30Prl7yHhe5KOzjZ/CAVsxloVCyM2dI+712nSHNQAalQnP7NznjeN9+uNKZusTtL7XJy56DJ6vp0GUqi9rjTHrtRG3TzdUCNyH5UBW4mf5UaEQcmm9y3he5LRXt6fEQoDwYvZbXT67dZt3utu8e76j/TdS20LSpmlDfy8dLbj6d+7Q+0KT47+0tRpYQ0LNpycpF+fcaJ3ySPOUaRTwTneXw2GTeRg4UdrctvMAyeAk81gsYrwwJqr46XdLc8bd6NQhriwo58KgG7L9v5xy+Fd3iEsZv9bsOCyNy6qBelCWDOKFw9d6gFAXO9dLMx5pnXCtfk5/Uebt7i7Hw0Zy6SdZdixHwAC2f/eU1nf63P53LzPbKdqc2SEXThXCk6xVR3xx9wPOZ3V+eHRFm4slnamWZuy1e5wMGvRHFSfwwIoxdLu/KmWKCCHZbA2olebcOV1Tfc9JjVeHeHNJ7/MNp6yKbvbM7n2G8zIfnm0iY0EhUGv9oN/iXGtzlqSDC8be4KlZnfD0zn1ePbjMeFq6MGy3AKrlGU/uHvL28Q6jcTlZg3mZnefxZMrd/9N/+FB708cOL/3973+fr33ta/b3v/fv/XsA/I2/8Tf4nd/5Hf7n//l/BuDFF19MlfuDP/gDvvrVrwLwd//u3+Xf+Xf+HX7t134Nz/P4V//Vf5X/4r/4L2zeVqvFP/pH/4h/+9/+t/nsZz/L5uYmf+tv/a2fMrS0VBoZNNMNiuh7yXvLGMdSmcDYwZOIWDHM3jzGH8/xhlPoj5CjMSwWOtCAqQtnEiSjL4QHpSKiUSNeqzPfqjFbLzJvKj+c2Cd1mGMGWvk+oBlNp+6s6bUAIhKnZGeFupqUhGkGQjBaBlD5vFAxV3GgVOToELgiVv4LIhbISCJQDCQmBK2P5gylDTktYknsK1MYdbqlytkx0cxpsvZFGlYjQGjGWQoSIcoIK0bA0eUToSZpwzRgggCkT5eEQ0wd5Lmn3ymCmYbPmiZ5AiUduI4Yeo45WiVVn7sj6cxmqsSmMI5QouGMkzqST5K5YAQfF/6QdH+NuZx0hBxpyuqOxkLZmwsTEtzkk0qQWUaDKrYQdgytz47tI1gzQ9svlKBihUG9yfsKlij2kBifGmFhlALC0EsCHjhaR4lHFGJ9dFxhJkKwiIPUIYIxYwulFppAvSdZS7MoSB0w2PmFYLoopO60MegKQ59I+oreaDc9ESm8TMPCUgQ1oRucTgrJczdwQaROhl2B2/jcRLFHvPCW+AwRS+KZSMzf9Nox6ygc+9igK5kDiHDsJRHcfkGCEfzC7UvZJDPfU8yEIIrgbneNx7aOORnUlRCdK7iodRJHHh+db/Dc7j3ORjV9Z8dDMKBOPRLJYhFwp7POtfUzxrMi80WBwbTM7d46j28e8+r9SywWQb7fmqEvMl1vd1ilGITsrnW5d5acHF+IG3cNPigfSntz92yNvbUuu2s9jrpNRVMkEHvc760xDQt8bucjmsUpPz65rNfYikiW7m+7cDONroDHLqFYMJmWeHO+z/vdbS43Ojy1dsCz6/f4aLDBrf6GutvFEUplFjGrGEDnvQw8FUnS7rf54NmyZh/zE8lCHYK6/TT1GzqS3cdW9D8HvpVlhJtB/9QCThDErFeGPNY+Zqs85GTa4E8OH6EzqSUCjlzVVXcC5edY1QXhvPT8mMutc17cvMPb3V3e72wThknbCOXEv93qc9RrMlylnXDnzE9FXiWt2oRWZcLt0w0t5OT0bUWnhJBcXuvge5LbnXV7Mej+WpfxvERHH2gswSYzn84UM035QcSNjVPu9dcYz4r5dThsjfAkl9a6nI7qjKalTPYMUcmVQB8ufWxB56tf/SoXKYEeRkG0vr5uT8lWpeeff55vfvObHxe8/KQZIrvRg1qwQrtFupoBsMRZSIkXRniTBd5whhiOYTRGTufKRM2srFzEK8bSXPwp2w0Wm3XmGyVmrYCwovxwYhsVLalOMSY4TGNef5xyBnR37Wgm2JwmA+reHOnIAMIwpFILOPoEWTPV0pOp8lmGD6EYU4nSAklfM64OhTdlkjt3EoSJCPAFMlLbagr/hiE2xM8IPGAjQUkB+F6+xsUTyFS4XZHWmOQlV5BwIvWlnjkmZUoAMW3H6XpdupNnWO8OghHa3Lbi2GHwnfzmtzsQKZhIIrIZ4cWWceASzm+3/w7cNvagMc2LnTbMDmDnorDPrHDidtfJZwQF+9vCYrQ2XuJH44yFG2nNbcOGQ9dlrCbWASG2ghFJPgOX0eQaPxxJOuiHu9YctEsh1fwVTnetwIA9MLHBBWJS2lb7KZO/PO3r0tzWa9ttS7Utl9s3n042s6SSULYibfdv4fmpduF/KukXcl9yU2ZPXxZ2YDAu051UubTW5YPjzYxWJ11AAuNpifv9Njc2Tnl9vq9s5T/mkEqgP65wXq5xdf2cD062iGOPw16LZmnKI5snvHu8o5nNnMLZ/oEOTtBgb73HTrvPUaelDhryYHsYhibLx+r8Yehz/3yN7Vaf/fUuh92WukxYApHgbFjnG4ubvLR9my9fepfvH12nO67qPWK5CyuZ82zwFzezs98ZEi5jwWxW4P35Frd662xUhzzWOuHxK8ecTWt80N/idFxnkdHyCDTNcen/qmZFZvIsZTR7dPI7dfDo+iq61Uv0AWd6r1iCZdW4LfFIzuPUXiTxPEmtNONSvcP1xhm+iLk13OAnp5cZzUrKssDV4Jh28xt74GN3GqXyCUmxEPL05gGXax2+d3yDQ+OPo+eKEJJ2fUy7OubeeZvprOhoclYAsJJ3zHuWPKhVZmw1B9w9X2O+cE/AM5VkaJ7B8VptxH6jx6uHlwi1Jmi9NqJenPHO0U46yloO2CvH1pPsNfv4Iuag2wKZE3bEAVUAreqEWnHGrbMNi8v0xMqZYKZfH4OWfWxB5xct2dDSkWL4LJNsFrnhESVaO6AGXkQx3jTEm8wRgwkMR8jpDBmGmuHLNmT/qUH0PESpCI068XqDxXqF2XpRBxpItBdGoLHl4oThEiTBKuzzzCRbqXEQ2NNpk8cwd4rYYrU1Up+WC6GVONKgQaCslBJKGwdCmbbFIH2BFztMaCydOkm0F1ImbVhBQ9j+CBO62TJqDkMNaeZayoQBdxntlObKCAXoKCcJgpJoZ0LjVTrjpz+jOE3ILQXMISju81SeBIdk2zBMpJRLEefsp3nuMKOJcOHMPysgiXT9tto07mx47ZTAku5b3ganAjtIR5tGAg9mDpE8t3/uj2UcSaceGw7aCkJJn1J+ZiT5jKCSugvKc9aKEXx8552zictA2PrddZjFQdZvLoVamXyaAwuTlgQVvcatsKLrFHFyv43V7sa2SOp9avplzUV1XWaOJVoZNW+SpZzeLFwTTXs31Kfpn3xy51nmRSzhXqfN03sHNCrmEtFVnJIawvu9Fhu1IbutPvfO15D2NG11uaSCJNthr8Wj28dsNwccdpvEsccHZ1s8v3eXvVaPe512QsPd9ZEn/Ah1afVhp8mVjQ4brQGnvUZC13+aqScz33XbUeRx2G2x0RhyZaPD/U5LRZJC7U+TaYnv3n+Ex9aP+PL+u/zk/BK3uxup2+z/bCshjd/UspKCcBFw1G9xMmxSLc242jjn+Y27BFsx90ct7gzW6UyrRJES0ESEon0PJYk5+8KSMJbLwADgT0JFM4tZIqgFqOAhxmnltMoIN+4XLdyUCwt2aj2uN85oFSeczer85OwSx+NmcnGlCfyQqtodrTwAcvi2LMjustB+Qc3KhM9u30ICf3TvJgNzGayu0vNjtpoDSoWQu2frzO2BwgPWlvuZfZ67PCXl0oL9NSW0T6aFbIaVfTV9q5TmPL55zHtnW4ymyiG8Upqz3+7y0dmGEq7zxvVBi0BApTjnUqvDOyc76iJ7h+3JK+4HEVfXzrnfa2eixWUqTkmEmVcPmT7xgo7ZuA2jbf0z9OIXhsHSzKgIY7yF0uKI4VRpcCYT5HyhBKEsQc0mIRDFgtLitOqEGzUWayUWdeWLEwfC+q0ojYti/qWJABOLVIQnEYMQktgTiXbFbdfT3FXqma7f0yyNdBguc9IdS2Qk0k7nofbPMCc7DiUSWriTnjI5EtqvxQqMaFzGUqnALYMntTmAfo90/EvUmIhQJjCgx0qbPgkTwtgICyail8PMKZNEZ5PNalDc35o6CiMwOeZtxBIpPERKWPHSdympShLkuIJCdoN3hZQUPPrPRIUz/bJMqalXkFrnbgWuhsn9bvyF8tq1cArbznLI6hXUw9U2GRrvCmZWYFHw5YbC9oz5mnAETqyAg8A+t8KKmV9ZwUaQ+NQJrHBkTdJMmHNBOuCGaQN9f5QxDTXvc4Qd99OatWbHONtXmfx5kV0KuiJS2hbhvFMmbqoRgVm3MtWO1QY57VsTOrMGTH4rBMnEtFXjMzkZk4mApHEkzBr7NP180ypGx/0ukt+zeYGDfour6+e8NdtTJ7IypwL9EYU+H51vcnPriM6oqpibFOObZSKW178EotDj9tk6j28fM5oVGUwqzBcBb5/u8Mz2fUbzEl1zyV+2Tw78Kdgin3vnba5sdggjn+6g6hxirQRnOeVxUk5bMhac9essIp/L6x2O+w0G44rtehj6vH26y/m0xme2b7NVGfCTk8vWPPCh/J9T5iIZOCwHnYENo+URxFIwnJR5Y7LPO+c7tMtjrjQ6fH7nIwSSg0mL+4M23X6FmVdIETLpVrwEq8ttruKis99BBkL767h95KJpkpRPjYe7nzlfzW9P4nsx1eKcnWqfS/Uu7eKY/rzMndEa3z26wWReTGlvbDez3Um3kA9XXnLpuf2t7se50uzw/OZdPuxv8vb5LouFnxrnoBCx1+4SxT73ztaUKVsKqFWwZHg297vIfOpULCq/s9NBg+GknMmwQhhw+h74ETe3jjgd1TkdqlDSvh9xdf2Mk0GDwbicKr60jA2/5acBU6xMzI2NM05Hdbrjaqr8EnnSLMh2c0AkhYrulpq6Wbzl9Oth6IKT8j2YPmHJL8c88csnFEoZ8yKgsT7l0c+eKjO1eYQ/nOF3RojTXqLFmc7UKb/LbAQB+O6puwodLVoVWn++AtfXmF9qMduuMG8GREXB5saQX3n+Q7zU4lcj9tjeGZ955K567AYQEJJff/wDrq51lxZGvTDnrz37OtWijlymmTMp4PJal//902/h+XGKUZMevHD5kM9cO0idbksPKMAXnr3N5tYQGTj1eVBpzvkXvvQmterc8YlQn/X1Kc+/dB8KYO/L0WW3rwzZv9nF3ptjPgN49NlT1rcnSSQszcR6RcnNF04oFnV0Gce/I6hEXHvmXEXQM8yyfl/Zjlh7fKqZYpEKL71xY0xtZ47RMJj6ZCBYf2pKUJeJiZau0y9L1p4egY3whoXHX4+oPTa1ed2/8uUFxZ1M1CoB+FB/YorfkBAEiVAhBKIkaTw5UQ76bhKCwnpE7fqclBCi+1G9PKe4qZ1xZDKf8ATtx6cENelEhlN48Usxm49PwNyz4dRbakasX50kAqURLDxBa3dOfWux1F/hwdbVMcVanOBelzM4sHcpOXfZ1DenbN0YJKZjwswP2LvWp701dgKGqDniFSSPPXFCqRomvjZaa1OohTx28wRRkFZQkvpy0PXWmEevnDp34yRwXNs7Z3ttmPivGW2rkDy5d0yjPHP6odZe2V/wzPYJvoit8GAOMFrVCdfWu3hSLgkl+80+2/WRDeaBFjCEgKvbXcrlRSIARYCUFPyYq7tdfC92IqSpv0ptwaXtvnpm/WpUne3WhLX1ieWJkoiSku2tIaXSwgo5VqgJYHN/hAikhvtTYefnmlwakcdEinRmCZz0GwgBm82Bs4VkOSVh8/fGFY6HDR7ZOFV38dgseQxFfpLAdF7kbneNq+vnFAsq8txgUubDziY3N48oFxfL5yQXMZfAIgy4d95mrT7S999cwJBeBNwD3ksp6A0r3NN37Ww0h0loeAky9jgeNPmjuzfxheRXL6u7b4QJo30RTJYPc043Mv1cXVAgpUDGAhmpz3ARcDpo8qPDq3z91tN89/gGUezx0vYd/vzjb/LLV97j8c0j2rURhWKI58vkQlJzdiacz3RzGE1FYlOb/h5VfXVYiaKBKZbV4kKm/3T5xPAgqc+egwnwfBUUplKes9fq8uLubf78tTf42qW3uVzvcG/Y5vfuPsk333uM9053GE1L6QhqhoWTbqeyOHUG3u2jAfvC4VC4rJbmfG73Fk+v3+d7x9d542SfxdwwRSp7tTTj6sY541mJg/OWFnIMgi4Qci6aFCtklUJBXTraGVXpDqsrzMty5p2ZA57k+sYpUsJHHRWcRAjJfrtLGPsc95XgkzOD0/VlHglQYaqbA6qFufX5WYlnXU+5OGev2eN2Z50o8h64hB8Ey4PSJ1+jAxDC8H6JOMQSJLN+w7FgeifAGy/wxjMYTWEyRU6nEMdKQ5FjgytjveIEKmR0sai0OOs14rLPdLvOohAQFRKGajIucv+khWFKRaQmoBSC3qjMeKEvczFykDYBuzVoMZiVkhmoF8M88nn1cId55Kf9CYDurMyPz7ZttBkT8AAJR6MqQSQT0zHHh/6w02AyLyT+QZq5C2OfD8/XmeMlPHUgIIZF5NMdlZWZm28IkdLCTBcBC32CL8A6uUsEs4VPGHkqRLF2fJQCYiEYhwXH7lYx6xKBF8RUq5EyObIrUmUsBBG1yoJzr5oItL7i8iqVkHgBI4qGEltc1eoLhn7JniaaSzCFD9X6nI6oOkKJai8oxJQqIUmwZSw1L1UjIk8wp4DdHHSqNebM/YDIhPcyoARQay0YirLzUPWxUI6oNBeMRCl5LgAPKu0F877PXDiCky7e2poyOSsSTgSJTxB4Bcna3oSzOxXkIi08FRshzf0Z53erac2bUOG75zOfwXkp2blQWsD9x/rMpj7zsVZHeiJN0o1g5CUazXI1pNmac3QXC5sRbBrtGdHIQ55jn0s9vza3h9w/bSG1HGy0N8VCyP5Oj/cON9Q7YeqDdm3Kta0e7x5tWhhMvY9tnnNv3OBwVE+ZrHme5ObWGf1pmf5c91mvlUoh5PmdI947W7fr0RxOXK4OeHLrlHunrcRlTU/HGxtdxuMip13H4TOGQMR89vo9vjW/ymzSUNHyNN4KxYgXHz3g7LTGZOEl5rgSNppjHrl6xsFhU+HamMUJ2NofUhQh3bNKQve0hviJJ054+61NTsdBAhzgBTHXnz6nd1YmnP9zcQ72z17KE3jMC6nMsW6fr/Po1gndcZXprOAUFEv5pRTc7a7x3N49dlp9Djpt57zvAYyXPTxRxlKdYZVqcc61jXPeP9kijpSAUCvOeGL7kNcP9zOMcJomkfNqtgg4OG9zaaODRNAfuZeQPQxeHiJJQAgm0wJ3TtfZXetxaX1u/XZMQJDJtMT3Dq5zpXXOF3Y+5M5wnbfO95jNg6ThvPazz1Ias2yGVTgXesh0mUgFUDkJG5wOG7zmX6JenLFd7bNb7fNEW93h1JtXOJk0OJvWGMzLzEMfqQMvGPPxVGu6+SU5N68/RmDKnM/n9s6WcYzLhcT3YyqFBa3SmK3KkI3ykKo/V32bKrO0s2md+SJINDeGLMnUFr8Cl0s9ZEkNZwC+SC7SWpy9Ro8XNu5yOqvzR3efSAJEmGyeZK0+Yr025rDXZDg2QQfEioqzDa5AfIaHM4AHQcyl9Q7jWZHOsLbahyZTNhkD2G322KiM+PHhZeVPJyTrjSGtypR3jnZUQJAVkFpIPLfWJFOluOB6+4x3TndYLB4sUnieCj/dGVdVOOlVHciD6KHUqzklP2546V+UZEJ4fu3F/wtBUE7hz0Z/klKFYpwtYDKD8QQ5mSIXC6XBAVIaIHc1a4ZM+D6iXIZmjbhZI2yXCRsFwpJHXFDt2IADmUhQ5p2rCjSn0IkzdsKsYZ4BtZ8cExd9Jk9u2PohEY6WokFl3okIHSqaxIxOouPW677pfDY8rsSGl/ZsNCfzqZ9pnFmtlBYqRaS/G1McYSK7aaLonEYjJUxmiFffhe11uLqXDIGUyemzJDlxttRQL09dj3vSbv1irNpY53dMeFImPfp72o8nk9/kM0KGCXPthpZ263THRMbEx6d4mxvg+0qgMEEIsim1k2g4XX+ZbNL9Bi1YumZmWZM390JUAU58vFSggBSjYqL6GJNGLfQawchGXbt9AMfn8PxjUCmnoqUlc9t8T57JQKT9fjDrSGt3INEcmTIeWhMpli4GNYJhnDKB0wcA+q6pWJezgr8A4SvzEqVtknquK1NTz5PEsUf1jTPEImL87LaNhibAnmyZiGvEKG2uxDoZq7Wh1o6HhEhAqNaT4S+EVO9kKFLho4WOJunFUgX0cNaiOsRU2hsZi2SdmfZErDZMvR6VGapBZ6yiOCKIwgl/8Mr/45/58NK/SGkpvLRJ2Z14FZ+MmnvXt07xPcn7x1uaQSSTWT0wS79ZG/Pk9hGvH+4zmpQcBtLNnyUmGaCECl396PYJ43mR+502UpvAPL17wCwMOP5fK4SBz+C5ek59mSpF8rBWmbO31uWg08pcfqiz6msPjF/dT52EMrXZaA6pl2cc95qMp8Wk90LRhHp5ygtbd6gEC149vczJsEEcC4qHi/8/e38ea1uW3/dhn7WnM4/33OHN79Vc3VU9k91ki6Q4mIOotiVTRhQxjAQIEpSYVAgrguG/LAEBDFmOQUlWAgiJYSCwEiFALINKYIoWw5CWKTbVIrvYXXPVqzff+czTPnvvlT/WsNc+99z73quuJrtbtYD37jlnr73m4fdd6/f7/rj+9+8z/GKTw6/0igKh24Tn2ow8Bly68ZxlOy+/unUI/ZR6tKSnwUOnNCPyEhZpyHhVpr+sMoorTFcRiyRklfpk0jvfxsUJ3iJj+1dPOPrKFln5/AMPA4I8rYIW+SmVMKYRLmiV5rSiOY1wgQAmSYn+ssrxvE5/UWO+CsmyvDymyoVinQtw1h+ui+Uboq/9tP2rx7S+OuLuX7/C6lJINYr55NZDtitjXju5ysNRu0BZDUr9a7s1JvRTDgZNa++1mQFxrZjn7NPnl1fiBxlXugPixOdw0FTz/LyE1kGOgMbXJ3SCKVf+9ITXDy8x1CqbtXLMs9uHvH+8rdTg1tvdLd8F4ojnZ7y8+4hFEvL+8XbuoHVTWqjx0qlPudE94ZuP1C1ZUXS7aF64chjIxYJ7f+3bRC/9XRfGU/CV07QCwJESkWSwXCn7m+XSscM5KzxLjP+TfNQK34coRJYjssgn9VPSeI4cLfA8oQ7EhZYjHVYo21FGOHOAiuu7xwppuhiu7U54PCMLfbJyoNPU5cq0QGZZDBzQ4+AAYbTCHHYnYVRtNODI1WB0ObRfDyNMmTRzvzymbZ20TWs5jgzNibRtSpfKVs9XuYzV92UMo4nOSwtjWV4R6TCBFUCPUOmaLPJN3TSmii/X3pUit0fCfddNRLIGGPJ6FJjZXFC0KUgJqwQ5X+RqkOvPYTPwWQ9OloVFX4jCheQZ25n1NNybFTbU0aTsgqSChKAjmd+XsRKiR1NYJlqIyG9UhM7TMpeZdHwQ5nfdx8LXIMadH065MsdvDsb2xqQpFKjx9U1TwScO+WfXRkflIfMIxh6OnKoeKYj2Z5BllO4Mi2xqToMVDhNcuxuBPUzIgQ+b55A5QHCfZVLT52PnkI2TyYJtuCqL1PZ5Mu9DSc5KZj6b+ZG5jnY+Dh9lqL43xy+t2X1eFNambv92mVtbR3ROSyyW0WNfTz0YtCOuiSPuGRWTDxUkR+9VuN49Zd73rL+o++81eX7rgPQ0ZpDUyCpFIVG/en4QMCxHXK0d82jQUr5tzmZ9MS570iBgJnxE2ed6/ZDDUUPb5ORppgK+7l/mWvOU72u8xxuDSxxMmvgnCSKVhP2E2jszp15PWZjzBODz6rV+mi1ggccDmjzwGniepOSvaERL2qUZO9GAZ4J9Kn5CKgXzJGQQVxmtKkySErMkYpV5Odgg3yu8OCMcxNRuz5CR3iM1qBECC2pqwZJGuKATzWgECyI/JZEecw22DuMq7yy3mK5KJKmvVPQAZEaJpVPnwgb2bQz5ghj2E0Qiqd5d4C/mfLZ3j9Wxz++eXGceR5TksjBePU+y0xyRPfQ4Htfx04QqGxzyPmaMP3EcJN3GlGA/5XTYpJItHl+3tTRKj5bsNfo8+p0OyRiqzPE0vXT/dolsnFHlvDG83h9FoAHKZ055sOD+cZPKan72VXf+a7KJK1snHL9dIZzEhHK1IZ8nCRKZPK493Ky/x290/qT3ZwhEuDnSmuD7oYKj0iTd70/8/ofM91xj8rPr4bcc1jeXD5uIA7Q2hfUsLOB42jZ9gqKcGy4o37clrDPMfbvD4/rxoy6KEeidW6MLm9fud99CQT7CPdOs/e6cOvPbGiCVH8Uc/Jbff3wCT9I8iVzxm9k//fhG5yMMVttg6xcIvMcDlIuCJ6Sy8XjC+Go5lVal+aPO2xPS3gZuZG/8kOl+O4PhKbooP19P6NTQCSfqkEduwGLfSUGdUUl8ITEtqs5ctG2QFlw21V0kcuPtWX6mJfGExLWwyBBKLftbEKn+qIJIUYc+gbIz9UWm/bedH7yPaO48afhW54Ils1rbTz+qepjx9TRpfVTzO8li/r8n/7ePb3QArVrzbZxyzkmoMB/+CMMf3XbwRxeKJ9A8kdD2kYU/jub8Tqrft6soDoPXky2J3xnjeuPB6rmx5WOefxeG781zsO+I4K2UoPitBi2uPl3eH9H8Oi/vD1Omj/L9p8/v4nlrWqvQbqm0mhHf6SE9p4biMWuWiC8eJxkid7b8hGl+pwWxUuXNEE807j6qufOk4aOYC5vK/FHW42nT+kjq9BR708fWph+Hj8PH4ePwcfg4fBw+Dh+Hj8PH4XsufM/f6IhaBURIFoA3iZ0bmKK6SZF0QP/m+whDUxwGyMBH+uqas7s9Yzgqs4r93PYHEEFGq7VgMKhYdgyj/18uJ9QqS06GNatyZm78es0pyyRgPC8V3kHAbmfMcFpmHodKRU5AMFwShBmXri64N2yRZF7hCKUcJuzVx9wZtAssHVLAdnWGh+RwWsPY46hqS653+pxM6kwXSqXCHDhGQcqN7oA7J21WsZ/fYEll2NZpzHhw1Cp6bAfajTmlKOHgpJH/LhWiv7QzZjQpMZlFRZ8gnqS3NaL/VkoalqGes/BE5ZReb8rD+81C2QE6nRmeDyfHDuua1mPqXZoyHYUsxo6TLaH0bi9fG3HwoKbqZexrpKKy3tqZc3ivrhysOqHejgnLCf19448h1wnrXZkxH4dMR1FhXAkfdq5POHlYVYxWGbBYQLlEVMnYujxn/4Narjuvi1LtrKhVVxw9rK7pdQt2rk6ZTENm/ShXg5MSEcCVWyOO7tdYLpxpLiAoZ+xcm/Lo/YZlLjNt0u7MabaX3P2gXaivFKrs8SxgeFwuqGkKX/LcMyc8etRgMi0VG2o6h0WM7DYU4YLOSgpo1Jdc2h7zzt1ewV5AenB9d8Ay89nX48a8Jzx48fohh/0GJ5OqLRsoPwMv7x3xxsE2yySwzwSwVZ9xrT3g64/2iox3wNX2iLKX8O6g61RYXbG/snPI3XGT/rxSuBguBQmv7hzy+uE2yxMJUpI1FTNis7zkRmfANx/tqLln3svgcndEM1ry1qNtm4+ZRy9eOeJ0XOV4UC2M68DPeP76Me8/7LKaOfXKJNXSiptX+7x9u5d7p9fzq9Od06gtuXu3Xbwgk5Ir18ZMFiHDo3LxwtuTXH9uwOG9OotpADKGAR+Hb0OYfqZGteKxWIaOFvUF55yiuKa5eqi+J2lXZgwXFevt3KZ3zq1RKUyoR0v686o2cnbfIc/Dfd1V7bVxFONlPVoyXFTwj1PwIev4bFUnDJcVlpaNaS29xwUhKUcrfCGZLaOLGac+yiAkpTChEq4YL0qkDiuVt8iovjsn2QqIr0Z0SjM60ZT9eYvpKuJxhv7fYsHUH8nZfv1IdGZ1Lpmk9CBmeTk64zfliYM1xJQXj2ubKZwdHBfpkj+ZnrkQmnyiPKURLng4a7NIAkoPYoKThNnzFbKSZ1OMbL+XSe28eMpx+yGC72fUy0smi5Jay58m6H4XAtqVGWnmMV6WCfqJYvXck0R+wmhROcfRqpsWa/JTMY9KtKISrujPqk5aYrNpgmbga5QXpNJjam0JP2R7CkkYpPieZDIL4X96ste+54GO12jiryQiWYEfYEnYL1q8hUB4PqJcgmoZalWyehlZDshCHwLBoJ6yWvmk0sudF2oj6EE5JV74ilgANIMUrIKMWZSxWIXWsWGmZb+0tCLBI14Fua8PbWyd1JbMk5Ak8+xvlW8cIcqC5eeq9OcVpXPr3E4HQcqsvFSD0amq9GARxfgJjPWgs8QEEkR1ynRRIl4GBa/uvpBQndEfVshST7Oqqav7OEiJo5jpuKIJC1T7ilQiyjFBIFmOyoAmO8jAyySD+oLFIiBZ+A4IUsaOY39I9u5t5Hab7Lkr2pBbsgozJvUlslFGSsNCpQT8RTVGeEBXta9IlRQpMli0l2RdD+Z+oa+lgEl3QRZGiBW5LUkmIcxYtFYIr6TWavOalCS1FCKJKIfKaNv3bFmWnZi04eN1/TX2NVj2FuBFeKkHaUr2YB9vbwdZ8ZltrRBpiDCLgFYez+opcSXDCx3gpMH1YjsmXQR4Tc/mgQQCwfTKAulHCEMTrOmdCTPmlxeQlS39qKL9hqQVM2+tIKg7a5wAX5Bem5DOQuRWyba5GffJsy3SVgM5iwpU5+L2Q8SjE9IXr0G1rNnLVLvHjZjF9oTV1paaJxq8ZQFML41YSY/5aSOfnkLNr9kzLcanTSaziu1D6QuiKGF8tcXwYJdlEhTJBlpzap0Bp/t7dq6Y/be2NaTkJxwPtvJ5kCrgf3q5SX/Q5nSeOxhEKqBzstfm5NEO4rURJCmLl7YREtLSkk63z+jertJd1iDZS2DaGiJLK6b3tyDLEHEGoZpr82st5oMq89NageAj9VOSGy2Se11WkyCXHzJYlWJWl09J6ttkqZ4P+t1sawb1BbLWVgU3TpFTibg5RExDRFOzfhkSESHhxSZEdcTYQ6TLj4HOtyk8+gs77F2JGU4qzPUB19OBgPyj52dUdg7x0oBHx1uPJxrQgvwrlx6QjqrsD1v5Oy6GWi+TYGOcIEh5ducIuSwx/HWPNPSZfqZKsHVCuzzjm/s94jg8m96m/NZCFK240h2wmFU4HTv0unZRuCiRc37PNCOhcVPAWjShGLZ6zQmVKGYwrjNZKBrh6GDF9f/qPpNXaxz/e12GpSXlzgEvVfvcnXR5b7DDdFkqMuGtGWU/keB/UdjUR0+TpMXK6+BZBW8h2f1/HnD0lR5JW1NrbxJkn7Ssm/IulOMp0yyk57SnA5aEUOChVxvzfGefWrjkzf4e98ZdVonP9n9/QvN3xxz9mR7L3Qjfy+jWp5TLCx5OthjOKsU58aT1PNNGzhg9p55BmHKl2+d0VeNw0FT5Pk1bCxCeZLs5otGZ8frhLuN5hfrXp1Tkkp2fXbA/7HA8rm8ee2tzXMQZYpWRVYO8CkKBwFcuPeBg3OXhoF1cZ4pnL/ZztbJkd3efd492itTx59XtgvHg+ZKd7pDJvMzomI+BjglyMlEOp1LH701+fKb/6B+VRytEGCiQU6siGxWycqTYzXzl8BAhiKeK7Uxo4csIaVJCPM9Pr/ILAkGa+CSZrxilJJCp2yGA+TKyglx+4aAWl+msbAGOFbgFZJnH6bRmqXJt3XxYZQGns6AgZCtAJpkkESIVqhwZmlI3QwLHi7oqW0iBFjcRgsNZXZXXAy/Rgq4PyywgXgQIX2WXaQFdBIJJVkYsUY4wpVCOzTJl1NmfV5RAF0BuDaracDoqE2TayaR2SimFIEk9BgOVUd4mSnCdLbQA7kHe8Io6eDIqa0Bi1nZpHjM4qSjWtcA0lEojTX1Gp0G+GZg1TwqWc4/lXOpyGMekqk2mA+dWQ0j1XI+10bGZ6PlpqRSCNPMZHxZ965gbk3gWEs/0OFOjQmu4SsbHJb2i50ma5Af3dF5enpb0BGniMbhTtaDDnQ2TSZnJ1Iw3Yd+XQnDyoJGPNYQtowTee38rL4dpXj+nqVaGu57DbqY8gY/vlfO+BHt6+OCgpT67TkH1e6/f27PMavZAAFhkAb9//6o6QHDWZ+nBYFqlv6gWWNWMIfHdYVtF9NVYl/pzJgRf37+s242cAU3AahHytbtXEBlUDKDStOXjeZnX7l1ywIq0ffOg31LDyQMhfGTJtzTsb93dsXNOmEYUyrv96+/sadpqPQI0hfViFvHWW7t6qJkNX73XP64wONJjwBB76HLcv9tGpPokw91/U7j3jVbeeB+Hb1vIpMdoXqHVnLNMQtLEw70ZfrIOkDatO4MtXt59xKBeYTCtXXirIBAs05B3+zu8tLPPZFViPHdOey8COzjP9F/lZ22L53eOKDfgcNkkw+NOf4twO+XlvX1eP7jEauXQyW6q34Z84kXAg+MOl7cH+GHG0bCh/H5sFCbP1nTzz9pKwM7ds1FWWcD+sEW1vGS7OaFVn3M0buRrFYJMeoyXFb52cINmZYcXO/v8yetvcX/S4b3BNuNleYMDRWGm3ZmSrmPKgqhy7tAQDmC5oPrriYv1CEUwZg4lc9cEFxTYfl4riyTfi9ffNT+vndFtDJvAtv1Y3McQEAQZ27URL3X2qQYx7w53+OBgi3iV++ezmjgeNGoLevUJi1XI3f4Wq5WvGejOqftjyrU5vjjbHwJK0Yor3T6TRZnjUZ0M70x9Ll4PlC+7Tn3Ks71j3jzaY7SsaHkW9hojjuYdjmd1u1+fKehaHrLkQdkr9K/vZ9zcPmaehjwat7CEI+4YWBujQZBxs3fC0ayhbpNsfLG5Os54KB5AqE2qVl8ghWC6LCG95YYENofvfaATr4Agb7QzM8l0tIfwPUSlDJWKOn2ulckqoRLQfGGFfkmG4Y42AqH11+LQHUvD1WiEHSc/6aFOVl3mFqnXiBRN52wkEF1GP8dqwrCSmigJdtJaPOcMPIkT2VEvyx2Denn99HvC/azjmveyUGhaXGmpga3cLHXmEgfA6PQylZiqlvJHIkH5JgHrA6ToW0iAvp1RtMFK0MOmgd44pO2LvHvz5dMu2JmilXbV5dxFTdUpX2kEus3M7HUnq0O/XNgQdPmEndC6380Y8RTrDZ4HGgAIJ06uUpnPczuEzc2MoQg2FdCOPXHGoO1/s6ibha6wKOdxC75rXP8/nlBU3mubyhmfOGsLmBQK7Fv/OZ7zGSyIsgBI6P4WRRBjfeN4TjwD7k3eOl2rZaJ/zzQAN2BJZKi5pPMHtN8dBXANcMbMaWfq2ltOd0E389YMSZm/Y9pHOPMAKNBE2xtQA4xk/t2kbanTDcixt63uIHa63JYpL2yBZt74lHL7yfUjpW94vp08Lv+2BwnM5hHVckyjumA4ruZ7xlNKVhJYxiF3D7vKW3tcIjY+Ks5LRcJwWuHeoMML2wf84aMrxMYvyLpAtjHk64MUEMch7x/3uOnvE4aKdjdLPd473uaFnQNe2tnnjcNLrFYXUJXly7XNWwYey8zj3kmXy50Bl7pD9vstBQw/bBDO302ygbOsTucl5nFEqzbjcnvIcigcPKrWywzBYFrl9+a3aJbnPNc55Eeuvs3BrMl7w20G82rRJ4vI5+l5oknhu3CKemZoSDeaAyQ31Hk9s/W0nLUtC8TZG6+1vrEPNvmJW/9i3nfTOW+Ybyr7pq/O78KThEHCpfqQ59sHhF7Gu8Nt7o26LA3AcW8zpFJPvtwZkNUCDoZNZsuSVfopbmRPUdYnDUJSLcdc7gw4ndboj9ecgRbyXJ+QuhH1lt+uzXhx+4B3TnboT6sgBYGfslWfcDSpsz9oXXDLe86aY9pAKC2bvdaIRrTkDx9dJku988eZeU3AXmuIJyQPB62z7X/Oe2frrkIYpDSqC44HjaKq7ROE73mgk4MFONN69sTaQ4QholqBagVZKyOjgKwUWFUm42wTLZAaZ4VCYn1SiFQv+p7MHSbqPK3gYwQj47xTYv1gWPndWQQzc1Jv4rkg2whDRpjTcdZ9gRhhWSIcwJX/ft6phNR5i9T57PjZMYKkESJFJsk84fgK0UKrMyNUPYWWyyXCOJjysSBR+uQ3VEaA1fVVa6qSQBX4krYNTOGt9xy7pwhHYM195ygh1Pj9cYT1tckorXCvWFnOLEDupml/FlZQVoloIdLUT+o4WaqdhAaq3AZoOOnYNddsEOa5J/L8pSm/viUUutxr66O6hRRnhXX9rkrXaUvPaSsNPlW7m+dO8p4oOh91sxB6DAnXn1SeRgHgmLhgAZqryml8Txn1xGz9PRfo6Pq4ftakA3Js/2jwg6CgbpgfYORt7/rKsQAny7+L1OkjQe7/xvVZ5frbkflctr6syPPfKETougszjgyQ2mSDaPxU6ZctaDJlUJKa44j3Y3TzRxWkFAzGVbY7Y2bLiDg26tUXbeTrz9TCICX04xrtZM717gnvH+2Qpc4J7ibhUgr2hy3qpSXP9Y5463CPNDmHQ8ldL8yHNblsvojYH7W4fvmUrBYymNZIE593jnZ5aWefF7f3eetwj1WiF8EnEXx0fkni8+C0w157yLXeKQ9O2qwS5xDzomRSedbWZF12ZMN3vUZlKfTHNcazClvpCE9IAi/F87Lcq7wUZKlgMKvytcUNaqUlt1rHfGnvfaarEu8NtzmYNlklQUHoO9Os54QnmZUu9nA/nvndLA/GObKLGfUzf57iLTJoFn8vBid1V5g4Ry5/HFgolPWcZ85Wj/HNUistudY85Ub9lDjzeWewy6NJizgJcp+CTv5hmFCOVgAMZlUGx3VH1fCcQj5FPQDEKkMG3sa4Qkga1QW7rREHwybjWbloz7mxGGuARIkTtKozXtp+xHun21Y1zfczrm+dULm7pH/SOadurjCxno+pq7RA6nr7lNcPLhVuxc7rMYHysbPbGPHmwZ7yieVG2yB/XBSEB+3GjNnCrJHnFP2c8L0PdArB7RQ1YEQYIErGFqeCrJSQoa/VZhwhTyqHoVILi2gH9lJIJThmLrjROThgJpel1eJuVGHMKXlx8qKM34V51wFL+rZHSPKTByOIUVywhCQ3ohfK2WcGFkSYuK4waoMr1Jm40hEwjeDnqTIZJ4gW2AgnPSOI2+so9XOGQIjcwaF1liqllZft6b97q2NAjlN/FwlZUOnURWoB1jo/dZ/p2zVVVlG8TTM3JKZf1nYQkTlOR1kLZzZSkd9Igb2Bkb6nSC8ycqHV/LVA0UlToNThHMeO6jd1Kl+4WRLF8mKydwGVBQai+NwNa35wpP7N2i07cexNohkfpu20PY/UeRXAC2vvCq0C6YCRAtAxYzLNkL4ikZAi/92OUXccmrl73kGws4+4NzeurZoFzIJczcx1BEr+jvUDteaE12pCOg52C7ctkIMQKS3wUvnJQlrWtsY63c1/M0DQPLd97u6X0uSVTxrhPv84fNtDsvKZzEp0GjOOThvaJ8UmVHLBd91nWSa4e9rl5b1H7DRH7A+anAETsvhalnrcPu7xyqWHXG33uXvahcwBSK5AUshXnhH+JJCmHkeTBtc6faWeN6uQJD5vHu7x8u4jXtg54K3DXdLEzw+lzpPM1x6nicejfptuY8K13imP+m3myzDP/LyQSXtQs6kdzg2uZC0lSeIxmFRpZqc0ykvKvRNOJnXG87Jjz6Fu6yezCt9YXOWd012uNPq82Nnnla2H3J+2uTPaYrIsk6X5AiXIm3RT0GJIoT02xtlQhY0RwaH9F3abtu/5ji+k89rJHqic89x95oyTM2NKnP16pqpmr9E3DL6f0qtOeKZ1TLc84WRR52uH1zmZ19VtnwYONh2hbMk6tSmN8hL8lCwTTOclssaGBW8T6HgK4Vr5ITqbhvAkW40J7dqMB6dtZovobN5nwtleFUKBiZd3HvHBYIvDUQOkwPMyrnVP8QQ86HfWCDzcCbtesbOyghBQjmKe7x3wQX+L0axiZVOVxGaQE0UJt7aOuT/oMFuUzpKIPK66heeSanlJEKScDmuPnQObwrdw9/tdFARKRcgsWGqWIMolgp0qpWeq0KyTVctkpUCjcEGrtaBST4rqG1o3vrszIwjSwqQVUjEk7WxNLK+4PZGVUCmv6HZmufDkFK/dUAxJgD3xFRl4GVxqTSgHSfE2JVPeiS+1x/gW5eTCVzlcsVefqBNi/Y5ZtNqVBVv1qZW4jMApPclec0wtjJ12U+DGDzIutUd4QabAjlEjQhCVUrY7E2TkWSBkTt3r9SXtxjzPQ0grbLY7c0rlVNlUOEKv8KG5tUB4efmMoOwFkqiZ5Onp03w8xSYWVRKkJ9QpvwESniCqpnihtDcHFrwKKNVTCMwtndBqUgIRCEq1VKVj1MK02lgQZYSlLL/F8PV7QhBUJa4fQOno9UW1LL9xEUDgg++BD2FNA5bAy9OV4IeSsJTmaTkrd1DO8CIKZUcDhKiSOaBW2DSFB345s2PX3E6CRASSIMoHp3lPChChRPjSqmMV/pakM470O7pN8nTytpA+oOtln/mmPOBHGX6UOWnm/8JygucrQJfbzgG+pFRO1Lg2tz76ptMLMsJykquqOYtk4GWEXnEumzEcBQm+o8Zl/WZIdZVuddkN4MkUv3/J1x6z3ZseCT4SX2QKWEtZWFs8kVlgZwGRNNXJCupvBbMxzwEzLsuflNoGUP/m2AoJmenqOs9McFRpPw7f/iCByayMEJJ6bfGt+Q+W6ubjg5MtLrcG1CvLtfQciTLHtqxWAW8d7bLbGNFrTDDqxUb4fmwF1j6P52Xu9rvc6J5QrygP5snK582DPXwv48Wdg3z/vEjAdH8zQzUVnAzrnIzrXN06pVWbIx6jYynDc0Qd57WCtsPGYBZMVd7BrMLBqEm7OuN674RmbY7nOY0qQWaCxTLivdMdfvPei3zt8DrVIOZHrrzND119h5vdYyqlGOGbRQKjCVz4t16Ec+t5TqnPjW/sjje8m1V9soq/MQGx4dOT5LcR4Ij8Z7d69rNtCIkfpLSqMz6584CfuPEGn+7dZxBX+P/df5HfffAMh+Mm6cq3tzgS1Z5RmLLTGnFj6wQB3DvpMp6Xzy/1eWjxKeZmoe30X99PudQZ0CgvuHfczUGOewC1MR8XhKh1vVmd8YmdR9wZbHEwbFmQc6XTJwoSPjjeyhkYzwyMxwwk/TQIU17YOeBkXuNg2Cza8J3zvudLbnRPmK0ijkeNM4y1m8uz9rvZ+zJJKBNajTmDcVWxHz6+6GfL9HTRvxuDBCEQvpaitJqaV6sgmg2iWxU6r2Zk5RACz32L3o0pjZ0Fbq8IqTzovvjyIdVGnA9QLWiE5YSXPnGI58sCMBESttozPvX8Q+XoSAtGXgoilbxy/YBrW0NrAGiEHE9kfPml22zXJ/bU1uCaapDwY8++T8VPtL0MdgDsVGb82K3bBGuGgUIKXu4d8antQ3K9M/XPF5IfvXWba+2Bii6UUXfmQ7O24GdeeZtqJXYEZCVI9ppT/sRLdyDSgrqfC603L/f5zDMPLSiRzruf/8R99naGuf2ILkpQSvnBT39AJUocYVoJs83uki988R4ixAIQA2yeefGET7xyYNWijAAvPXj584d0Ls/ymwkNZsJKxpd+9A7l5iq/PdKra6235LM/9BAR4KSl0r367Jibnz/FNfLHU7rbL3/pgN1rEwdcqOeiBJ/50UdErTS//dPCaaMd87mfuA+R7iekff/yi0M+8cVDBYA0CDK3F5/8wUMuPTd0dkf1NyhJfuyn36feiQs3a9ITVHoJX/qpu4iSzMuvb5auPzvg+798z6Zv6iYDj8/84AOuPTfIT/p023oRfPnHbtPYXjgAxwGh6PgOoJGeYO/SmJ/88tuIQBaIBaQn+PInPuDVZ/eLdjieAlv/3pe+ybXdvpU5zA1OrRLz89/3derVuGjz48FLO8f8Lz7zDTzfBXFqnn3/jfv85LPvF4QpkUEoM/7CK9/gxna/MI8BqlHML3zp9+lWZ/mimykgdKU94ue+/xsEQuKlao6b919+9oDve/WuBhvYdQAJP/KF93n2yom1fTMkBkGU8kM/+r5ab8wkkRIySbO54Ms/dhsvLK5RSMmVWyM+84VHuJKEAUuf+MIx289MFEnLMlbqkxK8QPKZH9un2lrpvD5GO9/WYIT3TNAf1WhUF4ThBgDwOMHA+SwljOcVHg7bPNM7IgwSJ7nNCUkUmcu7x9s8u3VEs7q4QOhyg3s64KSXwXBS5f6gw62tYwV2BKySwIKdl3b3CcNUgxTn3xMIMlIKhtMKD0479JoTtltjNbc/hBBkQ3JOI7vFWyvDbF7i3nGXo3GDVnXO9e0TWvVZXhYrGwiSVcDhuMlXH97if7z7MvcmHZ5pHvPj19/gi5dvc6Xdp2xAj+e0g+AM+P1WsPB5YT1NEWd4q01SqtsU0i4v6xjmqTIzv7n/PAm+AjfN2owXtxXRw5+4/C7VMOb3j67zL+6+xBuHlxnPy4p0ao34oRQm7LaHXNs6QQjJ3ZMtDgdNYtdObJP65KbybRgDT9QRet5FYcK1Xh8h4O5Jl2XsuLpw89iYphkP6nC2VZvxyZ1HfDDoWsZE4Sl7o1op5vZRj6SgLibyP2K9IvJMPgLF5PjM1hGZFNw52crV38Sm93TyAnaaI6pRzAfHW5qee21krIGZQn2dNUesMvzJinZtxiIOWWiXJx/mAE5I+b25k41GI1qtFj8a/DkCL8RQRlMKEeUyVCtQjrQdjpcLfPomQLpMIUZgNSuXtbMwBtYiV7sCRICmsM0FbaV+BcJTjGPmFCXTzI2eJ5EIMkcFx5zu+mFGIjxkZgCEoPTWIYQ+q5fbJJmnbjAgFwiFRERS+deB3KjbUz4XRAYpnlK9S3NBKPAyskxo9QlHGBOSQGSkKx+RUBhsfirxPfXMoHB7uu0rwUquRMF+QWQSP5CIWG3y7uk1SKLplPBfvElyfZvVJ67lzz2JF0iyhbemxqN+F1KSxQr1W7YrKfEjiUxAJoKCvxmhbg/SpSPZZ1qRygMvzMgWRmqW+ZAI9Q3GMl/ljfqbV5LIVNUZZxghwK9kpEtPqeGlGfL2A8T1PUQ5xC9nlmrblANP4EcZnieJF0pFS8hcTTKqpWQxpAuvaBfmC2r1FfNpoNQj9FjMfIEvMmq1FZOx9kvhAJqonOAHkvk0xCUmkL6g0ojJYo/lIrB2RopZTVLvLJlNIpLML6iuBW/cw793zOJPfgJZL+cqkJ4gLKVEtYTxuFS4HZIeNOoLVp7PbB7qeWnKAZ3WjMm8RLwKyEJnHPoZvfaEg2mdFE/Zq+n9rFaKaVSW7I/r+WmfLmenPCf0Uw4nda22iD5QkFxrjTiZVpkvlA8r88wn42pnxP5pA/+NAWKVsnxhB6Sk7Kd0qjMOTxtKrdMBT/XKEt/PGA/KesyAl6gx2mnPWM5CFrMQV6XNQ9LqzhiflslWwhKReKkkCDPq7TnDw4pSa9VzVqQZUS0lKGXMTkI7R8x8qLZjVtOM5DhBlErIQDGdCKC6G7M4DchijySe8xvf/LsMh0OazSYfh289mL3p6v/5P8WrGHpvNUWbjRmlMOG438htP9bDRmHIWZD1M9+TPLt7iJSC9496uW8OWYxXeM2TXGkPuNQc8o1Hl1nE0VkmtvMkBv2s9XtjspLH+NM1hIBuY8KV1oDbJz0m+hQ9DBJe2DnAE5I3D/aIjZ8duVawx0knQtlbXOoMQcKjfkvZ7Wx691wh8gmC817pIOb6f3WP4RebHP7pnn0uhKRSWtGtTYkC5bNkqNX2Nra5kHh+Rr205HJtwJX6gIq/4nRZ5cGkw/G8znwV5QLmuu2o3Nwdrlj5VODDCf4iY+//ccDhV3qstsLHv7CW/xN029kveqE0amnN0oK92pBLtSEVf0V/WeXupMvRtKHcB2TOnu0OfyGplGI69RmlIGE0LzOYVUkS3yEagJ1fPab11RF3f/Eay11HiBacHevrlXqShjUimZDUKksutYecTqv0x7Wzc/sigGNPxVTbdOpTXtre53a/p29ZlAnAlc6AennB+0fbloik8fUJ3lIy/L7mORVYL7OWYTzJ1W6fndqIb+xfYWl8fZ1ZA4xMrD41a3OrmjqeVs6qrLnVOtNWOvFM4k9TwuMl/rMerd6Cw9MmiUs+IiCbL7j/v/nbT7Q3fe/b6AhysoFSpBjVKiVkpG9wPOcWx8snjVHpUIBHCxeeMxqN3jymz7QNjwcyQdMwG8FYKNCSQiY1Y4s2jjT2O5ZFwnPS1eQDinZUY7EMjAG9lJDGvhLIJUUbBimUUGQKaCes0HrB5qsojPnEMfKxl0FStcMq81V6mobXjM3ME2TSV/TSqcpDlUWSaj1ZYQRc0HYygkRqummBEtJsY6q8AkfItocBmQZNQpXJ2EFIKUhTzRzlqzSsPUUGqQEdQksUxiYGSGLfghVTVqkFwjT21VgQZiyoJLKUnOlODzTTdGniKbAkZHFMSamAjAFGmP5SiDaZ+yaqKqNmvElWmm4PlYa6UVHkF/FUS/KBW2c1eieTyBlTpv6CLPMYTUp6bpjVWO0ZyzhALMEyoZmbLF8wmyjHruZGxq5LQjAelLW6oK6uVyS+yFXa9DjwIE58lmP/DMhBwGheVvkEaIINYdvmdFRT5BtG3VGXY4XHo1FTEXgICjSV0zhisopsXe1fAf1lRYF3HyQST5q8BPcGLbOO5wBIgkw97h21lTM2VxAElrHPwaKhsjDASQOe6bSElziWXnr3EBL6/apWV5X5M6nG/PCgquJZAgH1LImFemaBjLTzNR77xNNAgyZnZ5EwP/QgTqFUQvrmhEYgpWR2EFlA9HH4Iwp6Oo2nFSrdEfXagvGkoofHJkSyIQEgX2QhzQQfHG/x8qVH7LZGPOq3i126JnxLgEzwcNimFK54YeeANw4usTLsbWek0zXBaQNphpRwOqqDhFtbxxbsrJKAtw72eH7ngE/uPVRGznGI3JBsoazrQSq1u/vH6mbn+vYpj/ot5osIud5Q3yrIOXc6qLpLKZgtIubLiFK4ol2bc33rhFkcMZxVWcThGR9AWeIzSqqM5hXeOd2lVlqyWx1xs3nMp3r3mSUR+7Mmh7Mmo6VqNyMrGJZOsdaPdm93infGbvVx1TQY4iPS+dkIbABzQ+F5GZVoRac0Za82Yrs8RgjJ8aLBW/1djucNlqtzwI1ex5XDzQXt6gxPSAazqmLnKzCEiXMK4qS3/nf981NU2PMyuo0p7eqMR/0W0032KhvTdmRNA3I8Sa8+4fneIe+ebHM8biiQ40kutzXIOdxWvhgLBVlHa+sToVgAIWC7OeZyc8A39y+zjB2QY/+eTdfY5TwYthnPKmer5Wa9/rrzwVtkeMuU7EpItzdlMKk6TpD1i0/ZH9/zQEcEPl65AuWS/hchwyC3uTDBGvAKKyxY4dAImZnQNibCvmPY1sztjdAMbFJKHV+nnQlLS2wP0aWEVOQMYypRcimYwmCwBAZGuDMLmtPvxgi7MJc2LXRGUjI7rBk/ngJsJi0gZ6OSSmCTQguZhpDBCLfSIezKsBuNYZNyNeVAxTFOMV1QYlXwNOOYW1/hCU1KJPWJvaH9lvqSJq+POfkWmrUNKSHwcgHcpKXTV7TPJg2ViBLshUPZrG1UZA4ijaBuyqHaRxSN5oQoGvEJpQ6m6KVFATjYv+740zeKEmnBt92MCn2Kc7NjBoW06nz2HVF8X3o5iUNm1cWKqoZCCueZ6XcN7nX+me8YtYoc/AE5ANFgyYBHpeaWl9840c0C9Vw4m667+Rp7sALhgVt1r5hX3h55HQrfUXW0RACWEMARJvQYxfzmEBUIKfMbS0nRdkfqtcGZtzZtnY/npuUQFRR3GfKxuC4U4r4vbVyh1dzUA13RwFdjz445PVsLIOtjoPNHEdxuNCps250xi2WY33QAm4UUnLfXBrUGAbdPejy/fch0WWI0rZwFE2tJyFRw56THS7uPeK53xNuHu2tMbI8pQ0FwUWxwp5M6IHimd8Ttkx7jWYUk9Xn7cI9ne4e8eukBrx9c1gDlvHqeEyRkmcfRoME8DrnUGTCcVTkd15Q607cazmurQshlAgks4pCDOMQPajQril1LSsFoXma8KNtbHlvTTPlSGyVVRrMK753uUApX9CoT9mojPr9zh0BkjFZljud1ThZ1xssyyyQgyzzn1k1sbjqzf3P+KGLtmQxyzZPHhUK65xQht0GSBF5GJYxpl+f0KmO65SkVf8V0VeJg3uCrBzcZLpWAuwnc5FukpBStaFXn1EtLlknA8bjBbBFtoCBe/y43P/6wy14heUkUpuy1h0pl7nhLq8u5MufjEswjeJ5kpzniVueYt453OZ3UUDY5kiudPrXSkveOttduRs8r5DrCyAeHYXG71T3m3eMdJvPy2jawLnCo93w/41bvmGlcUrdM2Vpcd/98zJDKqj6y5tFtT1iuAubzyKmPLFbhCcP3PtCp1aBag3IJGWk1NUfFx4KbDUKPDQVhIBd6pSBnMwJysEQunBjjcTMmNMuaexLtAhUTR6m6icJYNM49ja2OJP/NEg7o34wKjrVxKKxg5Ik6H6UhJxCqngXAZIRbo9pqhPa1E2Yj9ApTXp2/voiycaVEnaD7IDKdlwThof0LmXwdNUKBUgUSkFM+60prYFFQPzV1tgxqnmXHM04accuk21upoAndFrpfre8XYVmpLAus0OAilbrPRJEC20i3zqYhpNR6tQLpeQh7C2YSNvF0uSxCELkqpV7/C2ZYpqkkTnruc6GBa7HvFajMx7LrCMzaGmlAWmBXw8lHpyX1swKFtP2u44h11jUKQEbqfE36LuAy9bZjsVAOJx3zaH1tN1XP1p65AMVEN8BbUgQ70vnNvLNGSmDnz1r6cHacnmFgM+qThr0NUzbTKdL57PzuVE+sAxWjrmkPcigO4iwnNbHz7ePwbQvOrC6EOA4Yz8p0mi4LmwmbNqgNHeUIhONZmXuDDs/2jng9ucRiGRZfXZN7JOpW+p3jHT6x+4jr3RM+OOkhjSZA4dSsWAORZmsVUs8V2KkhUTc7d9hiOFO+Zd492uHG1gmv7t3n9cPLTGZltRa59X4C4UZKwXhWYblSYKcaxewPWkr4+7DC66ZQ2Ec39IWedxJ1G3+a1BhMq1SimFZ1Trc2ZbEKGc4rzJaRAmOOjIAUZJlgnpa4t4y4P+zg+xnVKKZTnrFdGXO1fo/IT1ilAcO4Qn9ZZbCsMolLLJNAGW1LYaeyLbcUxRInaj0wZA3CHV6+AN/RCtm0Hji/C5uA+qK2XEXDXQlXNKIF3fKUdjSjHi0RSCarMieLGt84vsJwWWGZhEVVPbkhK6FIYhqVBY3yEiEkk3mZeydd4iRwjN8vWMA29h0ffpy4Q1VI6pUFe+0hw1mV43F9M+C+SOZ0nnu+5Gqnz5XGgDeOLjGcVTDEA1e7fSrhivf0Tc7Z8rvruLPWb8pOQLW85IWdA+70u5xMLnY6bNIWQnK5PSTyE948upSryF7w2uZi5A1RrS4phQkHp019A+YKatjx9aThex7oUNO+cXxXPckAFT3p5dps1YKzAiH6BN1BIiLLjbGFBKlvE6ywl8lccNXjTGbS3iyoE1aTn7LNKYxFA1TM+pfl89JS2pq/Oi1z2+OB/WwFMiP46ffsc+HsJRmqFK6AayUm1E3PBj56+9wIoiibAy3nq7p7YByC4sti+Zx6G9U8y6Jl+sNDtVEGUrN+5aQN6pZB2LZzhTjdJ0IJghI0jbOZ/MJmLHW/YYDAWtkMoDsjcwBGWdq9SSk4/9TA1gq3Ar0YSww6c29ZXBBiNyoNDuzvFiiLvEy2XwyRgdl3chAlfaHVC/Oy5ZKxKJQjv0VxbdGc+ps6u/1vyy/z98C5wUETFrj10vXR49SCKS9vYgNy7O2hMz6sTZDuTvvd6SJzAFGgYXe/b1g1Xcpn97axAFIMCNHEIuvvWtDjghjplkePV/f2xgVEmLxlPsZNMHEy6Yxp7Bwo3DIDro2Zfd+OKUd4denNP77V+bYG6X5wxux4WqYUrWjW59qR6NNs6ziJqYSPRw2qYcyzvSPePtjVfmw2xHXKEMchbx7u8cndR6zafUVVq8FOXpy18bFxuOh3kPQnNTIpuN495b4n6U+qZKnHByc9ktTn1d0HvHm0R39aQ7r7sinmpvRF8XkcB9w77tJtTLneO+FwpP2UPIWTQSHVvvxk0tSGDbHwWCoa40WJ2aJEEKTUyku6tSm7zRHTuMR4XmYeh4XbGTXfFVV1knmMEp/RrMJdsYXnZZSChEZpQac0o1Oacb1xSsVfkUiPeRIxWZWYriKmSYn5KmSZhsSpT5L5ZJlK1/rHI79Hk6CYHJMMkWVWvV9tF9J+FkKpZ3tCEvopkZ9QDhKqwZJaGFMLlzTCJZG3IsNjlkSMlmXuTboMlhVmqxKrxFdA3u6lTts5y5UQkijIqJUWNCoLIj9lFkccjerM4wiZuaDuCTptU5QnXeouSN73M7ZbI+qlJQ/77ZxaeROYuUjg10PP8zNubh3Tq0755uElxrOKzifl+tYpoZfx3tG2Um8/U7hCj55T8DyvUrTi5Z19DsZNxeLmkg8U2jVvKCFgqzFlpzHizf09xxlwsR/PDWfaRRKGKZ36jJNRXYMmWYz/IcL3PtAplwgbsPXimEffaGpbEIFRNarvLmh2Yh68pY2ZDKjJJL3npyxnAeP9cq7SJpRO5Cuf3uf997pMpyUrBEkPwmrCredPeeeNbVLp2QVTCOi0puzujXnjnT27ARlJ5sWbR4wXJe4ftRBJigAyz4cAPvfifd57uEV/WtUn2eq9cpDw2efu8a/vXGGV+hj/PgCd5oybu6f8/p0rytgftFoWPN85JSDjzZNe4UZI+JLPXb3Pe/0t+uNqPsAl1MIVX7x8n9+9e5V5HOWCvw/d6owbnSFfv7dnQZcR1vZ6Q8pBwgcPtpSQl+Z1fn7viJNBjcG4qmwxUvW7H0lu3TqhH6SsBNYZqhRQLSfstcfcedhR+etulhl02zMCL+PopJYDFlQzX7o6ZjgsMxtHuW8aqfz1XLk8YP+wySpWBv2KJUsqOvDejIcPWkhLK6z6s9FeUCmtONyvK3posKdhu7sTJpOI6dhlVZEQwvblMSf7NdLYU/H1jU5UydjanrL/UFM4GnugTNJoL/Aj6J9U8nEtFBCoby+IZ4GyxXDAkPChuztjdFQhSbwccAjwK5JqM2Z8Wlbj1i62glJlhR9JpmNlz2IZ3jyoN5asEl/pmrvgQkCztWAyK5FkngN28ufSE2SB0GmqR2E5pVKNGWh1mtxXk6BZX7DCY2rGmtDgxpO0a3OmyxJx4hduinyR0anPOV1WlP1XltvARVFCLYo51adhLpiolWIEksmylN9Qpmpz7ZQXzBZKhci9OfPJaFUXjCblwu8iMx6cYwbDMkhlq2RATqW8wkMym4ZWJc6Aolo1ZhX7JAvP9r06OZA0G0um48ixr1MgxPMl1WrMbBTlN5p63kZhgu9LFrNcqDW3OUE1JUsE2UJYIcf0V1DLSGfnOI38OHx0QasLbpIhjArbTmfEchUynz+dQXghG4BMcL/f5fmdA65vnXL7qOeo9mwQJHTBFsuIN492FdhJfY4O60pALq3pzJvXg4uFTClhOK1yO/O4tXWM72Ucj+vITHC/32GZBry0s8/t0x4Ho6a6ZHQb6Dyws1aNLPU4HtaZLSP22iPq5QWHw+YaE9UFIQXhOT7JLpIVHytYC7vfSySrxGcwqTKcVgmDhHp5yVZ9QuBnLFYhk0WJ2TIiSdfLmoPMNPOZJT6zRYkD0VQijZcR+inlIKEWLqlHCxrhku3KhLK/ItAnMRJBKgWrTN38JJnHSirwk0iPTAqyuSBrxGzvPYSWIPAyfKFo+H2hyIdCLyUUiiHQIyOTHossYJmGjOMSB7Mm78UlZqsSyzRQamhG6F8DNBtkaIQnKen2qZWWBH7GchXQn9SYxeomzD2TeWw/rI3tjc+eJGzAtYYAYbc9YrkK+MCwnjlxziQg1r676aGonZ/rHVIOVry2f4XFUu3JQZByc+sECbyv88lBnpvWeRV1GlvnFYYJL+3sM1xUuN/v5MDRprvWQfq9WnnJje4Jt096CtSBNm+QRRngCdvb8ySd5pTposRiERbjrZ15CIdB9XHhIzI1+84N0vdUgxtBVVA8qcxAJvkzYU5OAT+TeJpyUkin44B0ZY6fHXSrNy5fysLJrzqZMRPSneC5gJEi8PR7+B4EvmJkypSKE85pVH4bok5UfE1FayimvRQCJIGXl8Nlfgr8lCAwhgGF1qIcJgR+Tt8kffUv9FJatQW+p24fMu1HR3pQClO2ajNLEWzaUnqKZapdm1m/OzIwAivstKZUyytLOZzp2xrPy7jcG+F7xmdPruYUVROeu34MoSQLjG8W9X5ve8rO3gTjyNLeivmCq9f7VNtLS32caf8BIoJnnzslKqUWPJhbh1o95sYzfaViZ43p1SlYa2fBlWuDNcps9f61mwPq3aVm8MMy5XmB5PmXTghrWc7U5yvK6HI94fkXjxG+tLeJaFC7fWXGjVv9vK66LaQveOaFU9o7c1UfnT+eIAgzPv+ZB9RqsXNDotKttmJe+dwjRChtO0hfkPlw+eqIT736wOpnW0DjC774mXtcuTws3ph44JUzfuIH32arM83L5ukx4sSztzK+sr/Z2RnzY6++l/ueQNhboy/ceMBLV49sfHMjFHgZ//6rb3B9a1C0vRFQK8f8e594k0ppZRdIk++N9oCvvPA2vs7LvVH83JWHfOnKAwt+zFzxpeSnXnqHK+2RM8fVu7VSzJ/7/DdolZf2MMDcvO7Up/z4p97V7IaunQ28fOuAT798397K2nks4Qufuse1nYFOS9rylMKEH/mhdynXV3l8/bzWivnSD91FBJm9+VHvSa7d7POJzxzY9Kx6m4BnPndK99pMFcBZ87xQ8ukffUClHYNxNvpx+LYEP8xwN2+gIE+sVj7DSZVuY6rW64Jg9HRBotTR3j/u0SgtrO1AIU/z2ZXtJUznZd462uVm54Rub4Ysu4cY50giGwuhBfVM+Q1672ib3caIS+2hAhVScDhq8PrhJW50TrjePcH3z2mjx2ELnd9sUeLOUZc087ixfUKzOlf+2R6ThjR+1UyWmcxvRp+0vhvj5o0rM3X7dDqucfd4i3snHWbLiGZlzvXeKdd7J2w1J1RKcZEW36wn5l8mkJkiNlguI4bTKg+Hbd4+2uNrj27wW/ee53+88zL//M4n+Y17L/E/PXiOf31wk9dPLvH+qMejWYv+ospkVSLOAuxqEAkIBRkeyzRgHJc5nje4P+nw7mCHrx9d5Xf2n+G37r/Ar9/9BP/8zif4zTsv8T/ff5bXDq7x/sk2h6OWIp+IA2TqqYPOTOQimGlSCQhJEKQ0qgt2O0NubJ9wuTMg9FNOJnU+ONriwUmH8bysbMak0x5PAnJMn3+Ua5rQtzjtMZc7A07GNR7120WQY/K/sGBmE1GtXy7FvLL3AE9Ivnlw2YKcKFzx3PYhSebxwVGPlQU5pnJiLe31vM3clfZjEChfOXGq7PkseYONv3mBiKKE57YPeTRs0TdqblIU9hPcPt4UnIhCQKO2wPMkw0mlqEywYQ3o1GYXJLwW/XudXvrHX/ob+KGm8HQRpqGLdgGMQDFg6XFnFzqrsmO+q8+uGk/OXMSaOk/Rp4irLpQFDjOYEQLX3rfqOo6PFwmU3jsii3ziW93cSafJR5fR2Mu4jhgtBbYkpwh2x7LnXNnraxQpZH7rk+YLtbllUQdF+uZKM0zhkavJafU6ozLlqvOohVptJN4iRZYCRAb+cE7zV79J/Nw2s++7oSh4Ibc70IJi4TTdSU/6Am9lQCrY8wlXvUg676WK4k4KZRQuze8Cy7Zl+8qOGdNxWuCPU3LHtGyc4ELI/FQrTfHef0D63FU8oy5m9f2kHTuGewBbLt3PUuaECCpxZ0BKZCQQifNMYNX8hC9zNRRnvHmeBE+q0zLHFkd6EPkpKZ5l0rOO5nwoRQmxVkNw36t87Q7Re0eMfvaTpO2KMy9ABBI/yNTNjCNUSF8tvpkvWOEV1SyFcoa7xCeVzpwTIDzF/LJIAz0+8jR9mRH5KfMsLKikIaHkpUiw6jxerIUa3yOKEtKVR5Z4BXIBT0rKQcJyGRC9fwpJyurWNkIquvXQT1nFvu0v817op3gu+x4omzR9E5QlihVROLY5AKUgYbX0cuFAoA5hPIi8hFXsF0AOUm3AQkiSladJUtBsfRl+kCkWyDQnoVBqeJIgSkljRWefJgv+xRv/x4/ppT/CYPam7/8n/zsOlrtqjXXXCndN86DbmiCE5GTQyIWJJw5uYmrI1SpLXtg94M7JlrKbkWejmvj2o5B0G1Oe3zrk7ePdXLCx7+WLnqWX/lT9bFGE/qCjl6MVz2wfMY1LPOh3rH5/tbTkpZ195quQd493tP3BEwizm4JQ5a+WY3Zb6sT9cNTQajbisYKvSCXePCWtKwWY0kHM9X94j+H3twr00hvLsqnI1pDXRCxK30IolaVyuKJaiql7C7ySJE4D5suIeRwSJ+qG5LFtopMWqwwZrZ1rX3CK4S0ztn/1hKOvbJGVvHPjnZu/I2Ovb4dWBNIqb6VwRTVaUYlifC9jkYTMlhHTZYnVak21zbbVukD/hEDHKcjOPzum9dWhopfeic5782ww67aQVMtLNaaSkMOhM6aeomi2QHqvb1ZnvLS9z/Gszp3TnBa+Ulpyq33CYFphf9pW6ofO65syarw2wVtmml7ayU+vBX6Q8cLOAb6X8eaBq3p2QboakL6we8BiFfLBcU9pGqzHczv8grlpIpfLK3qtCYf9BnEcUOzrfM0QQLm04tnmHf4/P/t//ZheuhhE4U8OcjgDdqyKmjUqFI6Aiz3xEFKzTK13osPYhZCaylhaYVPZ5WhAYIDJGvK1xtRaoJdIy8xlqJqLpyEUBUIDIASQUiQsMG3gkhWIPOMceJl66rZyhCx3f8g0oQBQsAeSlgBEWNMfl6AALYgKD0gye3IvhcPvoONmgUrAM/lkEhmQ35yhQIKXSnUaJxSQVCALe5MmfNU/RdIIYVn4pA9Zaui7dX95FL37ms9GzdHYvwSmYk572nfUOFBgMLdTMnYUme/l49GkbcCtaXdjn4Ied8Z2yzSuJgwwBZCZBjCulom2E5NS5KxkJl0P63+GtdsY6QuWWZD3vWNzg4CFZntxnbS67WBucUxQzz21WXvFtKQHMb7tGmOPY9KcGec5bj66TstliHW2ZxoLVa9F7FmSCwNavRTizHcPuDB+tEQGq7kqtEglIpHgaXXUDBaLwCEPAAO+MymIV74am3peGrKBJPWKIB/nWewp8E7+zNgAxQt1KlEgRNDAZrVGP64bQ22QrsK/xN4EKdXJNdppoeqRGB9Vnoc8M5A/Dh9V2GmMmXktxrNKLgusCWRSwmBcZbc7ol5dMJlqQ/0n7hc3MTXup4sSH5xscWvrmDj1tfG/E32DUCKl4HRc433R44XeAW/KPYbTqmPe6ozZdRl+vShm70Wxk717uMPN3gm3ekfcOdlitQqYLUv84aMrPL+tGNneOLykGNkKoGpDHpuCVHvQdF7iTrzFVmPCjd4Jp9Mag0lV+TS5COyk8pzn8uK8Nz47L6280aRUt2/TpMRsXuIkq+OXFPCpRCt6DaXmlmYeceKzWIUsVwGxJiGQLjAwy0GwZvsDFEDKep8ZprM1bZInCsIRE4xYoNXqoiAlChPK4YrIV6eXCsCFDIdN5Rstc+mgCyV+su/roEasff9Wgh7rYZjSa06oRkuOjA3YujrexnDOgBU5s9oz3WM+6G+xP2pZu7Jmdc6NrRMORk2Opo0Co5wAWElkyFra6x1eLJjnZzzbOyTyE17fv6T3EdbWgPWySnw/4+bWCSC4e7q1GeS4rz62zSVBkNFpKirp1cqAHNb+Slvu61unjEblxyVsw/c80JHaFkcaZX2Jmn1ZlguqTlwVHIFRiJxy1XqzB4MGzEmpEuA1EJEgPXlWUHUGkBVYPFl4T6WvIq/TSXupNjK3ApKms8VJP1UJiQSy0Bzf53Hs7Y0BQW5bOTc/rkBVFJTRAlNxnVTsaXn9XFID1bb5fpirh5FTQAsf8HW+0grF1gZDg7hMoG+MDPWzwQdS3yDlNiVKlUcgfacgGTkxgm5DKbEGl5bm2RBCSCU8qtsLmVNim74U+rlAg1ZzS2d2GJ2Pa8hvjEC17ZRVOSMHzbafZN52tr010YXQO4pV0xOmk3TRdN9ZVkFpgLncfBBnmNDcMaPTVDcmxWemPgbsu/YyxXSx6op2WDmMgi7AKag+msMxhzBAGMBn5pSTh624u5cYAZ/ie8KMI/PMmZ8FprXEmSgiB84G4Bh7LiE1PbQuRGFeSh3H2P+42KIAXCAHLOadvDJWNc0pD+44K3xGGRLb9ItSqPW5g/PcJbtYY//7OHz04WDc4Mb2CW/Fe8rJ5TnAIE08ToZ1eu2xspFbhBQ3lA2T+TwAoLfB/qRKFLR5bvuQN/f3lGPQxxVYCo7GDTxP8tL2Pm/IPUazanFobRKenfKIRI07w/KFlMSrgPePtrnWPeW5nSNuH/dYxCGrVcCbh3tc75zy6Uv3eft4R91AZU7i7uQtCGgb2gNIU0VDPZ6X2W2PaFbmHA6bGkRtFuhl5JGu34Y8aTjTD+uFvEhoV1oS0oMs8VklPuN5WW3DvrbHCVeUwoRaeUnopQiBIhxIfOLUt+AnST0LggpgcQ0QnfvbeUXUEZXP9QzfkwR+Sugp9fgoSIj8BE8vdHEasIhDhtMKy1WgHEyfsQfZmMnZ8gn3hwvqcybtpwhrxfC8jGZ1wVZjwmwZceeopx1ZirPpn1uFswAkCFJudE/Zro1543CPwawKUjkC7danXG4PuD/o0HeISbxYIkNNcLWRBvwsSDE/+37GM71jqlHMG/uXFLiwbbcJoeh9SfvsqZWWvLl/Ka/7eh7ynPm4CQ950G7OiFcB07nrZ6iwsKg9zVM+fsphzHuDzoY6bw7f80DHXQiVR3lts7PeAxaQOI1rhDq3czKZO7/UwqZdN1xwpLMtrP1S5vE9HUFqPzyeKExSQ3BggzOXC4JYlgv15uRb4LCWWWEcyxrlFte9RTfgxThiLKRtbot09Vz6YVPHXJDXf13BEkcINu9JJx1zai+xjHXr9h1G6DUCrwRtNI5mkMlpqaUnyDB9JWy9lUqfdOoqctU0FyyYI/4M8hs8gXEaKz0NPNHPHcebqh7OwuuUG+GsAfaGL4+DlGSBlzeTM/bMd8OolumGtSB7bVeVIi+ryUNqlUJVX2HLY9tZl8v2qXnP2MXKvAxQrFOmwYz5vaChgQOI1gGNUzagyMgGueqeMLeHedxiv+V9bOaGG4xaohH2bLu788jYzdj3VSRluyPzuemWz7xjSAfSPE4OWPSQsgxoebmsPY7OzlJNZ7ryTt55ZfTIc9MxHeTGM4cEdn1xntt1ShbXPrsWgigk9nH4KMPRsEG3O+JKZ8Cdky17w11ocX1SFscBo2mFTnPKYdIktTYA50hTG3/O+1siOBw2ifyU53cOeetgz3pTP/O+O9Yz9Z6H5KWdfd7QTFD5tnnOeDGyiqXKdx5ISFYed4632GmNeG7nkDunXcazClnicedki8myxAu9Ax6W2tw3Km75yc/mPDcFqda3+TLi7lGXVm3Opc6Q2TLieFTPAefThnXhe0P7PX1wEnMWX4kCbGnisYhDG1N4miTAV7cmoZ9SLy8pBQmeXgyN6nQmPdKs+DeTIr8pCCTlaEW3PkVWBDJVNw6er3zgGMY135P2s1paFEPcKvFZpQHjeZlV4pOkPqm+JbJVOQPUn7Chzohv4uzH9T40ST9p367FNWQD280xCHjYb7FYng+OC3m6BVornxBQKcU83zsABF9/dNXa43hexqX2kHZlxvvHPabzcl4midJcMV8LOHxTJfP8Dchplue5Q9Azr5yVj4WAndaY7fqENw/2WMab1EmLclDhZ2fftD8LSaM2J/BTjvoNR3NmbVxoUalWXnKlPeC9421W6ZNPqu95oGPpoT3tsNE9yfRQwAcj18p84IqcccWmYSQRu2Cr9BRocB0lGsFJCzBWkNTSn4P+c6FN/W7Vy/QpsYoqrFoayDPru31mwIhnhDSVRuYIu3k6OkinSO640vY0drw5QnJh0TDvOfNi3Q7I+v/RzW9V7JyTcfcWyVANmz7KQqGESHPL4mjkeKbNM6XWljnlcv2YWMAm1WZty4Ne/E159YQ2N0PKs32u6mZuCBGQWSFUC+DCUXG0unfmu9NWQth2sADRF4gsJdNkB+tqBhnkado2zhcVKYrfIS+rqYttT2HGsNOXNh2HEtqUTbcH9mYLCybMbVIB6Jp8dDmlMyYy59bQltNtG9Ofwvm7XsZ1kOQs/njS/ijNeM+j58Vzblws+E+dSHZRzu1lvCTP20tUXGvn5ahQWqHQgB/yNE2ZcoICecZXDmugxjj8tHNXr2EiW4tr1ydHJc20nbkJkmY9M3V2J24ex+TrUpp/HD7akOFx53SLl3b3GS3KnI61TYsrYxgBUsJkViIKEzrNqbLXcRe7x4a1OFIxuz3otykFCc9uH/LOwa5icNqUrBlOAsgE+8MWCHh5Z583D/cYzSqsY+zCu+LxxcwywcGgSZwE3OyesB+0LCPb8bjBbBXxYu+AZmnBO0c7GwQ0UZy/5wVp8vPoj2uM52W6jQk3d07oT6r0JzXth+ac94Xz4XF1e1zXbGrnc99xHrgHaYBE2Vxmqbr5mWlh2SwJFpgIBYZ8L8PzMgtUPH2w5/sZHhICFS8KEjLfI42BDFLhs0oVQ1sqPQW4MmW3mRm1OTgrONvv64PrKdeXxwEVtz+eJptNY17LW1GY0muOqUQrTsY1RrPKBmekF+VxFmUJAXiSbm3K871DTmZ1bp9skaZKMAmDhOvdUwI/493DHZarMJ9frpwEa21yTgPpshnHns3ynNf3L7Fcmjl0XuGlfb1Tn3Kt3eedox3mi+hsVuesGYUyrJW1VFrRqC44GjQ2+N8pCkFBkHKzd8LRpMFoWiEKJ+eU+Wz4kPex30VBQqWx4qUfOVT2GSboDbxzdcat7+ufnZkSnv/MKbu3pnnnaH8Vnp/x2R+5T7UV27jm/Up9xRe/fJfAsCA5gtClvRGvfuGRYlczAEM/e/WVhzx7/dgKXtZPjg8/+IXbdNozm5cRcKrRip/5/reoRJqNyQAHCXvtMT/2qfdyhhlbTvj81Yd86dp9PM3SZm6HPCH5Uy+/zbXWsKiGJiTd6pyff/UPaZSWSCHVP18leKkx5k+/+BaenxWFUA8+d+UBX75x17KuIbSALSQ/9fLb3Nw6LTB1SaEoeL/yqbeoRXEuaGn1rk53xk985l08rY5m2dx8ePHGEa8+s2/TynzjSybls5+6T3dvam1FLItXmPIj3/8e1WpsbVEyHafVnfHZz9xDBFhWM6n/7l4dcfOlYwV4jANOXbdPfmqfrb2pLZf0BVkoEBXJy5/fJ6oq3WSpmdCkL6i0Yp77/AmUdCN5hglNcPnqkJvP9gvtZBjiXnjhiHZvZstu/nklySuf2CeqpRY4KmY7Qa0Z84mXDhB+/k6m/+3sjnn22oliTHPY5rIAbl0/pdOeIQOHdS+AIEr5wrMPqFXivM4eBeaizGl30/ZbzSmfvHpgfSuZ9pMePLN9yvWtfq6+pseT52V84cpDtmozNQad8V0qrfjclYdEfpoTEejFtVee8dm9RwhyFTIzH65uDbjV7tvbGEN84UnJy5eOaJYXWLCs52YQpLx084AwSM/Mr3ol5sVrRxgLF9dGZ3trQm93YlnQ7E0RcPXagGZzDs7agAThS3afGeOXs3wd0ptKWM7Yuj7F2vVowCQ9Qamd0Nxd5GDIcTba2l5SriXOAmWmekbz6hIvMsDrcZLFx+HDhmo5Zr4MudvvcKN7Srmk9pONIocAKQWDcZXAz2jW5jlr2lOHPIc09bh9vIWUglvbx4rAAruc5dHXhHkpBfuDFveGHV7eeUSrNlsruIvUzyuHLMbT6fYnNd472manMeba1qliXpMwW5T4w/0rLFOfT1++R6c+Le5vm6v42JAkPkf9JvdOOlRKMTd2jmnVZorpbJOgXACiG6px3mfWfpfgLdP8fVcePhcxnhecTpL5P3Oum2WCNFE2PfNYUViPZhX6kyqn4xrHozrHwzrHgwaHgybHgwbTRYn9fotH/RaHc/XveFTndKxsm8azMrNlxDIOSFY+WaoOky1hhvuvMIA+LCo8L6wd6mx6LC94vjF7ZXC/0x5zffuEVepz52grt+l6ovK6HZmPUyHAD1JudE94oXfA7dMe7x1vW5BTLS95fveQJPMVyNGA3gU5F46TczCYBTmlBa/vX9I3UhuK7CYiVHkb1Tm3to65fdJjNKtoQLuW0UUgZ0OcIMjoNqcMxlVWsblJXRsjRvzzJJc7A6RUt2nCk3Sb03MyORv+LQA6knjm8/C1VoFxy/Tw9Cji8J3a2jvq+aPbdYYHyuDJ0sQCMoXb39xiOc2vuU33rGY+b7/RI0tQwMNJb3Ba4c57HXXUbWlnFXi6f6fN4UHdChbCnOAm8N77W8ymkRLCrKNQdd3/7p0eq9jPmcy0LDSal3n30ZZlO3NBzf1+k7vHLaeuWIPqDw66jGelHHBlIBLBbBHx2qM94sRX5AS60lLAOIl4t99V6mNCFtTa9icN7k8bhZsVczPybn+LwaLi3ApI8CQr6fFuv8sqUxPf0BRLT7BIAu72W/nNh6cFaA+GSYnBspyDmUAL6ZHyWxDHvlX7yoGVYH/cZOX5ZIHQAr4S0FeJUhcx5bPl8GGpGXAyTcOcBVi668UqJJUeOR21/iuEooN0BHqJeU/XJ8jrY/6JUCLCTJdPWACHB6V6DCVZoODO9N9GLcbTIMLkLz0Io5R2a26pvi0A8aBcW9FsLfIyG+etHnQ7MxqV2N7QmHKKUNLrTQijVKejy7hGQIMDZjJfAdqt5izfm018T1E0N8txYcwYALDTmFCKEoRUvnKknpiBkFxrjoi8tGj7IhT19F5rnKufmcMEoFNd0K3lAMOqmXmSa90htWiVq4qmErHKCP2MK70RoZfma4CeL5Uo5lJ3hJdJS1IAKs1WY0G3Nbdqqe6Nyl5vQrmaFOxzhFQnq9cvD4n81O6X5panFCVcuTbGXlfa+Sypt5d09ubOBq/iSKEoy+vtle4QZxELBL1npvjljwHOtzt0alOiMOV0UmMwr3Jz6wTfTzkjqDjf01TZ69SrCyqV2NlgzN8n7Tcz6SBNfN472ibyE270TiyV8YUyugSZKbBzZ7DFS9v7tGvTNbvPx5VlTfjNcTjTRYm39ncJvIzndw8ol1YAJCufdw93+WDQ48XtfW71jgmDVOe7Vv91uXqTrK1fkQgWy4j7x10OBi069Rk3tk9oVOd4nmJhFO48ceu3LvO5J9cXyfQCsrJ/9v1vOWxo93XwtQ5E9FhQwEhg7qFlQX95DbicATHm9w9b1CcoNxT7zv3BFf7lepxz0tiQoe+n9FoTbu4cE/gpd4+7HA0bmjL6IrB2wTw0RfQUU9srlx7Src54bf8qh6MmMtP2OI0Jz20fcjSpc/ekq3zgbWrP9bqj9h7DNLtePN/PeHb7SIGcAw1yLmwItdEIFEvjc9tH3O13iyyNG8tzplgbI3t+Rrc1Yb6MmJ2xyzGbmE5KqNukrdqU2ydbZJlHtzElO3MDdH743qeXfvlvEPjlon2VwDmyEvl3sCfQNjhHW1Izc1kVDy2wK+HNTHLpUEE77zrxLBAwQrejK++egrtsWNZQXP8W3j5Chj6r613liNEIhEYla92HiSes2pBZo8zCYOMaummdjlEpU0KonhZmQTS+T0xdtJC4fp1q0lGCorDPijYMuqnjFDyBP15RfveU5m/dZfapPUY/cqNAJW1vm3RfGl9HijpXqxIKzr4DVr3PPrOLo7RqXq4PE7cuJr/1g1TFoqbfW1cNdN63qnHm+yol/MZd4leuIaNg84Go2TdE3lbm9mZjXjjvOYATsDc6FmCb4OV2Zq5apHs7lxn7L0c90tga2ZsziuMKAfXfvkPljUOO/5evkGxVbHpgxrVbp/w9Vd6cnW49mHa0tlbGES1qbAqp6cyzPA875pxbTFMnt29EggM2nHfM+44sKlKIbp9AlpFc7+VqcGYMZWtp2fwcUCJzmzEvzceQpZeWxTTVb45fHFCAyaQp8jyt+p5VZZPFcZhZSc8+N2uckJIkXX5ML/0RB7M3feof/++ptT32T1v4XsaLuwcMFhUenHQsc5a71DjTikolptuccNhvKipWM0ZSafeK/I31z+Y7WIFGKB8dL+0dMJxXuHfasWxkmwQEtyzCk2w3R9zqnvDu8Q7Jb2Skocf40/V88bLhHEnTXVTNGEYZ3e+2RmzXJ9zrdxhMjTG2oot+oXeAJyTvHO8wnju2QgVB0FlUNoUNjz0vo1ZZ0mtM1C3TUZlJUsEbJNS/Pmb7nw8Y/GCLw6/0NtfnwvCY8nzo99wNrdi/9vETBYG3zNj57484+tM90qr/+FfcMtih9rR1/Ha1y+aw86sOvfRuSBBktGpzWtUZqyTgeFxnsdygHvkkDbk+vMnH8s32CfuTJvf6XetvJwhSLrcHNMsL7px0Gc8vUAU1YW0qFYiMdGi8NiFKE3b+1JxSmGjbmrA4T8TaS/qB8BTN+wu7BxyMmzzqGxa4i+bUOfPbTVdAuzUl9FOOB0UGufVkjQ3Ti3v73O93OB7XqVWWdBozHt4rcfuv/B8+ppcG1GAxoCNzJ73e0E2Ec+fJ2nN1D6xYuiTKcB9N9WtHmo4uZQ6cjBBpde2FtS0RGjRIcqFEauMTgYqTBbnAZ21gjF9PVxXHCHbalw06D6TEQ4EdcyNkhdVU1SNjTbg3AiIbJpyxSXJOuaydhtPMBYFZSnsbZAVrE02CLCnWtfBwQv1fP0IstUSpQZjcNIcydSNS7K58ZZdOXU1/mboZwzeh3zECoGfsFDLHlkHnlefhAA/jD0kIS4ZwJriypK2zwBiVW7ujNaIM10YiE06/eY59krs4iLxsBZsZodKyYKLQ+BQBDlg6cnvbptvYyssG5Ii8PDjPLBmG5/wVxTJJZ3wqsK3JOsx8WJePJDml+Fq5pW9uSIVq17WbFBeMY4R/J107Zl1AswZy7Hxz03JvYM/blRwmNVXefM7gfi0AGZzPzu2vm4eti2kc7GSVOj/TTjigyKZ3XnAnWnZRxI/DtxKGkwrVVky7PqM/qnH7ZIsXdg+ZLkv0x0rLYNPaK4H5ImIcVNhqTTg8bWrjfBCJ1DewmxaiTZucWoMkEMch7xzu8OLuPknm8XDQVr62nLfXtwcAmQmORk2kFDzXO+SoXuYwbuby0xlB0U3BLMZrC5lU60Gaejzqt5jFEdc7p9RKSx4N2qSpx2xR4hv7V7jWOeXVSw+409/i0bCV0xMDG5APZyfe2XbJMo/xtMx0UaJRWdDdmdLOFsRvxlR+4xRvHhY3uacWts+ROx6bzEURnEU8h6EUNp+nKJ5INKX+UwWzpz0dsPzjDH6Q0mmu6NSmrBKfg0GL2TIqsvsVwjlgZ0NUs/6WohXPbB3RKC15+3hX34yoFyqlmOvdE1Lp8c6BsscxYsGF7bQ2Ic22bh8L9e9655Q0iHjjYI84Pi/t4p4kBJSjmOd3DjmZ1tkftNaIF/J5WkznogIrkFOvLahEKw77zbO2TqL40feVXc5gXuV0UiMKU7qNKSejOskZB77nh38LgI6+ci4ICfrWxFK1SucU1RX6hE0Doamkze0KFAQU6URXq4Sw65hrgCwBfIHENS7Wgjao3y0TmLRpeCY/I+hpZ5xeApk5+U5VZtLTg9wRVDXywnMldy34S1DG/M4JuxUktUqTZytDvn5CrsZm6illId4Zml1nZpy5GdGP5i90kZ6g+9+/nd+Or8d356U74R3De9VOqmLrxZeodhEUhXcLgMweVBgDpq/cQufv5W2QF/HMGuDIkKp9haYBdze9tcK677vvesX8gOItjpEh1m4p5Vo6hd9dWcPcKJoIBV9QRSFGuGm46eepFxMzc81zqpoZogenzS3o0L8lnBkH9ruZT2YMZxTIMwo3Q/q9wvjE/Obcvpibvyx/BuDe8JhbGJHIvC46f6TUFNT6M9i5na8f6pkFSyYPd5EpgBpTfun4+DCdjUNEIG2+9r01p7LmuU3TbaDvMIHkey1kqcfxsM6l7pBlHDJdlLjX73Cje8I8Ds/o0EvngwRGkwqhn7LVmnI8qJOlgqy0fvq+1oGb5H0DdoQCUG8d7PHi7gFSCh4N9CmuWffc9cEdHxrsrDKfm+UDpl6JqVe7gDBh0yKxJjw5hu3DSZW34ojr3ROe3zngzukW82VEsvK5fdzjdFrjud4hW9Up755sM1uUnLZbX3g3fd4UlPPe4aTCeFamVl6y9SOSsNuEv790knj6iaJUwjOyaH2RPadIdqO7IN76ZlPY7J5+IstA2AOusw/XknSb1H2+Pt7kWvxCkZ9grG6s8/q4WXtnU9Cnvb6fcaU7YBaVeXTaZhGHnGFSc9N158x6kE5Es036kq36hGe7RwwWVf7g4VXr/Naljj4cNzgcNnOqbdtOjkB23lB1N2KzTwiIwoTd5kjd0O7vkKx8Jwnh5FGc1ArkrHh+55D+rMr9044CJFLLwDikROtj4DHDrFxa0arPOeo3SFbOYczaewIQnuRKZ4BAcv+0AwJ6zTGTeVmruy0uzswJ3/tAB7AoxCINuWESOb+J/LYif0VowcDpYIH2W4O9FSimCeYWI2dgE+odX6jbEL2QWDUqfTMkEBhfNwVKXZdFyjkptkDCFcYzioBH192qs3ioI3nfecdUz3lHpJwR7gttu+E3IRWYMwKxqZ+UwmXfLi5gvq6fL1j1ysrXgiB32Gn2BB3POswEe/ouydsqCwTC8/K+MTufczJvL6Tc2zLd3lkorCBonaeamwIPZJYLttJXC9cZ/0LS6R+nvkYly9jBsEE7YH29NX2S29wUpSBzcymNQGxuDUWelmW3k87vgjP9awEyznvkvoAKgIY8/vrv7vuuupsrg6zJ6flDfYVlQI7IQAZSL7hOOd32Ne2dFevpPreMaw5JgGJXc5gWMyctaffF4nczZhCWDZBEEb8Vbk30RiJAAy9nuzkT12l3o+5pnrs3PmshV8PUEQyLm7nFFmsN74BI+77dLN2Nb3N+H4dvPUhgtQo4GdXZak6IkxYn4zq1aMmt3nHOgrZJuNPd1x/V2O6MaNVnDEbn6M+vh43CiBpnEgV23j7c4cWdAwAeDVr5yesmQdaZt4NJjbv9Ls9dOaKyJbl72tVsSmbsPoHAfSaK2iuXccD7hztst0Y8t33Io5FqLykFw1mVrz+8xrW28rlzd9Bhf6hufmQBpTkLsTh/Pq3nn2WC8azCdFGiXpqxF+zTrCxIGlNGs4rK53H1c6eVJ5DROXPsIqF2PapWmz7TL09QhkLem965KN6mZ+6L6+m5QGFT3Z5gWGx8b8P6fiY/54EQUAoTOvUpjdqMLFM3hlOvchbgrJdtY5rrgpGWBzVYuNlVxv/vnWxzMq1bB6BhkHClM6Aaxdw+7jGZlzfM3Q3Sv1x/Js/EMepeL+3sk91J+eBoSzkDPRN9vVNV2UvRihd2Dhgvy9w/7WqQs6FIm6p/bpCEUUqnNaU/rip1W/clc5DspNVtTNiqTXnrYJc09ei2JkgUIcvTGtw8NRnBb/3Wb/GVr3yFy5cvI4Tgn/7Tf3pu3L/21/4aQgh+5Vd+pfD76ekpP//zP0+z2aTdbvOX//JfZjIpUsW99tpr/NAP/RDlcplr167xn//n//nTFjUPQhJUEqezchpnL8gIyu5RcC7MBOUML3A3f+yKXqomeOuML1JRNZYqCYUTWi2o+KF+BrnPDS1QRVFC4CsJzNDZmlArrwiUQ5dc2NLlrJRWRbUarRoXioxaOc4Fc2csR0FKGKVFdRhdlloYExjOfYfcwBOSehQr6smsSG4QiIxKuCoALiOEl4KUqp/kNz9GLclTPP2B9rJoBT0B+IpRzgIiR0jHl3hBlneXEdR98AJttB/iOD9VRvhekCn1N7CkA4YJzAtlgb3NJTMQkaqQ+d3akgQSESr7FHOLZAz3vUCqvDQoUYQFWv2wJJEBlgUNHQdt1G/LpY36pS/ULZ7DdGYEfOkLxT7nxLWAwhcQSk3IQO6w0zDO6bzk2j/0P2PPY8kPdJ3x1trCpO3Lot2XAWRuHxrZwsTzZZE1SaAd6GrfDF4+B6xAro02zaGAuRU1c8mj+I7Q49jLwDMOdmX+bn77pzfCVNFIu3Y89vZmzXZL6vjGxmaTLZGdW1JaFdIiaNJmv44KaNGGqAiCCixo62plmdTzOW9Toy5buNF25T3WbrxdYe27yHzzu3JfApAwnZcYz8tstyYIJA/6HQCudvtqHmx6T/+YpoLjYZ1KaUW9triYiW1dGCyMgzxRiWI4e+doh93GiL32UO11rMU/R6hOEo8P+lu0KzOe3T4iCNKzkc4t3HqZnLJJSDPBwaDF+8fb7NTHPLNzRCnURAWJz+2THt88uMROfcwrl+/TqGp2OiGLZb1Qd3NzsUCptC1j5T8lTnyqpZgb2yfstEeUSolu/3PSFmc+5G14IXDgbLublJIN/bIpY1OsdaDxJHm7RV6v3gZZ+cJ46+lvktc3NeGmcrllFxt+c172fEmjuuBa75SrW6ekmcdE3/qtVoG1idtYhvX2OlOwfEEXQhn+77aGfObyXTIp+INHVzkeNyzhQKs24wV9Y/r2wS6TWTlXJ3NVWM5kswllisJHIaBRWfDK3gMGiwofnG5R8OlXSNB9P7/JeWH3gPGyxJ2TLmlqyqPXBi+3IX8icKpDEGT0WhMmsxKz2QbyAbcaAmqVBdc7fe6cdpktI2rVJdVSfNam5wnDUwOd6XTKpz/9af7hP/yHF8b77/67/45/9a/+FZcvXz7z7Od//uf55je/ya//+q/zz/7ZP+O3fuu3+Kt/9a/a56PRiJ/8yZ/kxo0bfO1rX+Pv/t2/y9/6W3+Lf/SP/tHTFhekJGokXP0Tp+A7goCUCCTNawuuffZU2d1kmX0HJNc+PaR7Y6aFKD0wMjVpPvfD96i2l4WshIRSfcVnf/i+pcRUcoPqmN1LYz71fQ+wwosBGsAXPnWfZ26c5uBIgx3hS37oy+/R7M6VioyZUxnUqjE/8wNvUQkUK1QOPiS7WyP+nc+9jScyfU2ev/eFGw/5vhsPCnTUQkJAxldefZPLrVE+/rTQtV2e8pc+9/u0wmWBDEBIuNEe8GdefhNfZnipyEGNFPzAtXv8+K3bBfslpBp4X3npbZ7tnqqfDemBB61oyf/q01+nGq5yJrFQ/b2yNeTnPvtN/CBziBLUv8/fesCXn7ubgx+BBhAZX/n8G9zaO1UAQGDpm6Nyyr//A9+g2VhYNjDDJrbbG/OnvvgmlJ2bDJ3XS88e8EOv3j7DWiYD+Mnve5tnrpyqq38NEqQvqFRX/Ac//Ic0unOHPU2QBYLt3TH/7pffwCuZEzphVQ5ffe4Rn//kPbJQxVX/QASSn/3SW9y4elpkavMhqKb8u19+nWZ9QRZgAZUELm2N+OnvfwsRSPuOabOXbh7yQ6++n58SijzNf+eVd7m128/XPf1uubTi3/3s6zSb8xwwOeBKTQ7yttL53dzu82c/8XpO46oXcy8R/MiNO3zm0n4OLPSQCkXKz73yTS61Rqp4MgcFtXLMn3v1m9T8OGdV03PiVqfPj770Hl7mAJlUsSl94voBr1zfL4x3pKK0/OFP3WanPUEk0jIeApTDhC9/4bYSbgwgStTc7bWn/OAXPsAnK5IYSMn1Z/vcfOHUUtWrNUXF+dSn9+nu5DTyhsAgiFI+86UHlKsrZ61R79aaMS9//6HjgFi/m0m2r064/uIgX/MM4BFw6dUxzZ2Fnqb5xiE8yc7nR3jV7x6QA9+F+5IOZgsYjKtkEjrNqaZ87tEuz7WDQnme/AZCCfgnwzqt+pxKOS4icTesJ7AxUSXwSQmTeZm3D3fZc8HOhQKl2c4Es2XE6/uXKfkJn9h7pFgSzYQ9V2p1Pm4UjNWiLjOYzEu8dbDHchXywu4BW42JdlopGM2qvPbwKiezOp/cfciz20dENv+1cguTyTnlukCmWqxCHhx3uK/JI652+1zfPqFVnyv2vIvRx0cSrOobj8luHRRcBKbMX1eo3QQ8zgFfhTwvKs9F750jy18Y1uIJT1KKVmy3J9zcPqZbnzKal7l92ONw0CBJgvPfd8t3HrhZL7InqVcXvHLpAVdbfd463uOdw11i7dQ1CFKubZ1yvXPKw2GbuyddVkadTJ6fdt4gGxrcbi5Y1rZP7D7k4ajNB8e93DeNXE9rDd0KfZOzq25y7pxsFf3abOrv86byWhk9TzGsxYnPeGoIQ+TZ/tL/ojDh2d4xh5MG/UmNUpgou5xh/ZybqceHp1Zd+5mf+Rl+5md+5sI4Dx484Jd+6Zf4tV/7NX72Z3+28OyNN97gf/gf/gd+7/d+jy984QsA/IN/8A/4U3/qT/Ff/Bf/BZcvX+a//W//W+I45r/+r/9roijik5/8JH/wB3/Af/lf/peFjeeJgoR45PPBb/YgcX4EQDD8oMzofuXse5nkzu+383eyDDGPkdUy2Urwr3/jGkns5xNBq3vEw4Cv/eZVspVQgkqKvsUQHDyoc3xQ0ypXUjujVPH+ze9fIZXaID5T6FoKgUzgf/rtZ1joqz5P2wMBzGYRv/Y/v8ByGSh7Hl9YoevooMFv9J9HplplRkCWAj689v4eGQIvNQBDpZgh+H9//SWWKz9f//Vg7E+q/OOvfYrxrJSr0mqgcX/Q4nhWtdeywhjxCfhXD6+ifJcIrZKHPUn/tfeeZZEEOUuWVjkbryL+X2+9TLB633ST6jUfDqc1/uXt6yRC5OpeesK9edTDE9KCHyGM0Cr46vtX6S8q1hmnkQXizOe337nJOIksPbQZH/1Jha++e5XUgA6wNjB3j9sciYZjDG+KIvjd29eYzSKrcmhA1yIN+Jdv32C6KOV2qPqkcWDykhoYOe1/97itbm6ko6bgQSYFv/fBFYazUoGxTApIpMfX7l5mvgotwFFgQzCIy3xjf5c0FLk3dl2Po1mNURIVwI/GH9wdtBguS2QhjmE9pHjsjxqsMj8HQRogFecUOSkBMFyUeaffJTM/OOvv/VGTRaqpzE1/SZCZ4P5Ji8UyzCmadV8mK4/bJ10S7Y/AHhgA01nEwbBhSQo8x9ZmPC4TitSCIruAJzA4qRDPAweIqXSzVHA6rJAmAs9VJ00ly4XP0XENUofBTx9gTCYRPkX7PANCTvtl4rmX/4b6KxM4HlRIE0+XORdkV7HH8aB65nZHSFjMfbK1m2jzeT4JlRd4HRQZh3q+nIVIY/vzXYJ3vuv2JSi0bZYJjocNLnWHxNUF41mZ2ydbPLt9xCIJGE2rmwVLqcfsnYRTUaPbmpJmHstlwIU2D+a7cP6uPZMomue3D3d5fucAISSP+u3cjuAxdVvGAW8e7PFM74hXLj3grcM9pvOS1iLbKEFuLueZoPbMJPG4f9phtChztdOnVZnzoN9muQpJE5/7px1OpzVudY/53OW73O73OJ7UyVJvQxZPf0qMrsYyDjhcNTiZ1KiXl7Sqc7bqE2ZxidGszCIOHd8rpoLi4mwvAiPnPVuPd953V27eBDic31xbwouCSNdU6C6MvKF86+UUG3678F1VGaHtbmqlJa3anNBPmC7LPOq3WazC8wkGNtV/Y13kmWdCKFW0q+0+e/URD8ctHgw7ilFNKgDUqCy41ukzW4W8daDATwHgFOrlbDYbK+2CHC3neJK91pDr7VPeO93mZFy3djWbOzr/LoTyQWfU1e4edx2HuY9ZQy4MAuFJOi3l76Y/qhXbf4PGgO9n3OydME9CHg1aeJ6k15owmlaU3Z1bhqcoy0duo5NlGb/wC7/A3/ybf5NPfvKTZ57/zu/8Du12224mAD/xEz+B53n87u/+Ln/2z/5Zfud3focf/uEfJooiG+enfuqn+Dt/5+/Q7/fpdDpn0l0ulyyX+Q3LaDRSHwRKuFlSXCTMSUUqyArGXBJz9COXgpwVy4OSLo+EZK4k3tzeRKUhJSQzr0DNa/LNVoLMGGAZo3Gp7HHihZ+zqbnFyGA2DVV5hVpQhCZGkL4SWKzdhdA0xxLS2GOaRBowKdsDo1qzmIe2DCLTzuT1uJ5NI0tmYAsDZCuPYVpRJ9QehcVgtfKtfxgbdLMtFgagaTAgDVmAYDQrY4G9IxineBxNauwaS3XTxgIWacg97ZXbZVDzUhgstM8jfdNgbXWk4P64peIaQKAF2kwKHvSbti7qFki19SwLmY0C1U5GsNdlGc7LjDIs2JIiT/toWMttXCQWJCV4fHDSVl98FAhOMyQZszTk7mnLghg7HD04nldV/xonqaZ+UvlEsv1kAIaAVAo+2O9YcGO7xYdxXGJ8ULJjwLW7ORjVC3VxVfC+ebBTyMOUYZn6/M7d6zqvvE9se5q+dfvSl5yOq5xOqpZFTeqrGyng3ZNuPq71eBISssTjq3ev5TY4znhbLQP+zZ3LZL62wzFqbSkcT2ocj2uOSlj+/oOjVgFMWRW0FL75wa7yQ6XtwcztbpJ4vP36rpo/ep4a8DIdl3h/1NMqnrIwL/oPqxvJFISEh+818x/JAU2aeNz/ZjtnV8OUX7KaeBy/Wc3XEiftyWEJpOPB2tBGZ5LB+yWbRj6AFKgavl7OE/lw8t93XPjj2pfggr0JCpt1svI5GtbZ6YxZJT7DWYUHgzbP9I55K9ljvoxysxIrpyj7z7hXgqVgOM3otcccnjb16acrkZ3Nc3PQm5YBO/MSbx/s8vzOIZ6QPDjtWIKCggwm1tKQsEqU08Mr3T6f3HvIO8c79Cc1LbCsgx2zyD5JUGNZShhNK7y9jNhtjXhh94BHoxankxqZZmZ7ff8y3fqEW50T9hpDPuj3GM/LOWCzwOtMJfL22tR2+csg1TwdTiuMZhXCIKFVnXOpMySTgslCqSfGq0DJG+vpPEW1nwrknJf2ehpuumZ9jDPESkL5nHiPC48DM08TXNl/rT5CSDxPUiktaVbmVKIVq1TNn8m8pG8mHtPAFz6WxXwNRhXqtmK7MeZ6+5TZKuLr+1eZLSM7jsMw4VJ7SKO84OGgrejRzxwUCM4K/esAZXN5BeAHGde7J/SqU944vMRoViniJJv0+oRVdaiUY57fOWA4r3LvpEtqbXIuaJT1R7aoeZmFkLTqM6Ig5bDfWPN7I8/2oye53B1QCla8tb+HlIJeW6+Fk0qu3vchwkcOdP7O3/k7BEHAX//rf33j8/39fXZ2doqFCAK63S77+/s2zq1btwpxdnd37bNNG8p/9p/9Z/ztv/23zy+YpZZ2WldLLrkhurACg30HcqnfGrYb6VVidduNsbrMwYZ5bG9bJCgD/dyXiXs1bFjdjM8dK7hoZjglDJp8sIJU5hpQ44AaYatoy0CWC7b2VNmQHJgFX9fHMniZk3NTTn0jY5vBXQDW/kkpHAFSt4G+RRL2WiNnl1tXQ113QCodgGPBjCm+EyenPJbq1oy8ywoCtyvYOqAkE+Z3kZMeGGHS5GHaQOixk+bCgemjgtNMLRAjpSKjMKQCxg+NLAIIW18JmQeuo1YLIty8zO84Y9mNJ5Rqnkce11Sr8NnL62BAigxArJx2Nek51SsKYMXPpt8Li6+z5kokIs6QUc7K4Artrv1XoS1Fsf8MKLE2MAagaCBS8F/jMK65tz848W1ZpTUvs/GtLZ127GnSgNz/jh0joOIBRiXNblaZLNYNp5zmsxMsaYLbhmsgp0Clb19cK5NjF2Tnve0ztU592I3lOy38ce1L8AR7kzP3FsuI/rhKrzVhv9/icNSgEq54pnfM24c7rFZBcQ7pTpOBEpYm0zK+l9FrTxSzUeIVM1kPa/M0j5ZPTgnMlvnNji8y7lmSgbW01ismIc087p10WaxCXugdcC/s8GjQLho5447FDemty2jOXi6RrBKfB6cdhrMKVzt9utUp9/sdZssSMhOcjBsM51UuNYd8Yuch/XmNu4Mu82VUWLPXGuFs/mcercWXIKUkjkOONNFEOVrRrM651u2TSo/RosxkXiKONegx8kVhIV2r70Xhonibun29XW08aQlyAH0I5m4y5+fjHqZ9S2uGOOdz4bvKIAgyKtGKemVBJYxJpcd4XuZ41FAHr4VN7Jw0n6RIEsRKM+RpOUV4klZ1xs3OCb6X8f7pNqfTKlLf3Akh6dSnXG4NGS/KvL2/q+Yu60N+vcLnNN6GcgsgilY8v31I6Kd8Y/8y8zWmxvMTUYf01cqSF3YOOZ7WeOCwqxXCRf258VlOI10txxz1G1YbIX/JEU5R7bnVnNCrTXjrcJc48ek0ZoR+yv5p60PZ5bjhIwU6X/va1/h7f+/v8W/+zb9R7GJ/hOE/+U/+E/6j/+g/st9HoxHXrl1TX+wgd3YUR/iw4OJMMJKBk4hR9HWFBOdd6eaBLAg5is5YFAXUDAWcTDpGUDIORvWlhrSC0dmF2FBN54xgGuxoNzRGFUpotjdSU+68agLs7yo/aRnhLBuaK3x7uQBpTvHtNDXpCc5oT5i28RLhCNsit2Uwv1kh72yVpciZuAqqYxawYtvOW2mg5AJEZ2OzArj7WebvG/BjmOqEFBTmXKYFDY+8kFrINLd8Lmgxt2gIBV68ZQJJiqwEakhp0GnIBlRz5QKHKVsWCDyriknhhtqOL1NuXS/TLtZxrLP4PwlbmrX1MWmaPExfZWw+dVnfwFHtKD2JSA2gFhD6uP3uggSzJroq/gWAY0CG7SeUXZrto/xdISn4oLKgRPe3oZcuEB1ocFIsh1MhCWf94OR9X3jmrisuEYBw0rHt5DSAmWOuYOQQHOTXwCatNenQ/eqqxiE2yLdmjftWpJbvjPDHuS/BRXuTs1eYjxLG0zJRkLLdGnNw2uTeaYfndg+5sXXC7aMeaeqf6VrzQUoYjqt43pSt9oTjQd362PlQwRk6hnr6hZ0DbvWO+eBki9Tc5J/dlpw0BFLC0bDJYhXy4s4BNc02ZVnl1kGMm96m9WTDcylhPC/zdrxLrzHh2e0jTmc1DkdNVolPkvjcO+1yNKlzrdPnM5fvsT9u8mDYJl6tOVFcz++pgulMQSZhtoiYLSOOtM1Io7LgcmeAWEmmaYnJssxiFebMbU/k388JjxNEH5eGXRMcuQbwZinePCGtPaVdxKa+fFycxwaJ50EQJFRLMfXSkkq0UnYfizIn4xqrJLC+8c5FBoX2WC/YpsbSdqwlTz3xJLXSkpvdE+rRkvvDDgfjplVTw5NUopgr7QGBn3H3tMt4Xj5HUHcHsFj7zS3w2aIJAfXKghe395nEypZutQouAFHFOgsBjeqc57aPlDPQQYss3SAEnNfn7u9rrxgA1azNOR40crua9QREHr9VnXO9c8r7xz1mi4haZUmjNGf/uEWSuevXeYvCxeEjBTq//du/zeHhIdevX7e/pWnK3/gbf4Nf+ZVf4YMPPmBvb4/Dw8PCe0mScHp6yt7eHgB7e3scHBwU4pjvJs56KJVKlEqlsw82TiYjZFAY/CLLkJscrbkChJT21sYFPbb5hf2PArByBGhFCQm5B3KQvpEYnZsfjN2KBj5WYHZWdrQwlFEQcpQPnnyhtIJpptKSQgl70owA6UwrdyzpugtHgHYpls/MJde43eS7doNUuH1wbnbUbYbesB2huqDCZNuXs8K5mTvmHaGNNWUuFK/fKhRuT/RzP8vjiczcpqgyuZuhkJqC2m0z1Wv5rYfMr6kt4NC3ewQgQ48sUgQD5kbOAEw7PNeFM2HSceqS763qr2MfVHA87JHThYu199bW2AJI8vM2tAB5LWTBej85bbueHwrkmHFpAYGpuMw/Gypp95bF1TYV7t9s7bsDNF1w4zlEUAXAlFEAkPmtjUrbs/GcQaPzMrjA3Masg6H1dwpl11EVa6ITwZCZxh4AANyfSURBVI43aUGP9SlryAWcIIWTjwErbhzdp4W1ws3PPVCRQOoYIH2Xhj/OfQku2JvcDajQZYLTUY3d7ohuUxnh3j7a5sW9fa50Btw77ULqqr8UpQ4pYTCq0m1P2GpNFFNRqhMnz/LM2r3x93wzkMByGfLWwR7PbR/y7PYRt4+3lUH1E8gfUsJ4VuEPH17hhZ0DPnnpIW8f7TJfREWws7YvbyxjoQlF4XuaeBwOmwxnFS63B7y4t8+jYYv+tEqWeSziiHcOd3hUbnGjc8Jnrtzj0ajN/qiphEV3Qyi0waYKPiGKkII0VaBnvogQQhKFCfXykq3GhNBPWaU+k0WZ2TIiTgIyc3B0RpI8pxjr7bVJGN3UP+7Yc9WcQw8ZbJCHPkw4D/CcKUheUOFB4KeUwoR6eUE1ihFCkUCMF2UOhk0SA/rPU3k0SW7CERcAATeKATiVKOZau0+nMuNw2uCd4x3rEwcgDFN2m0Pa1TlHkzrHo4amN6fQxmdByHnlOCtbgCLJ2W6OudU95sGwzcNBu2h3tv5BON+12NquzXimd8T9Qcf677kwXDTm3G4TUC7HdBozToZ1lnHAmUHp7t1Cqc490zvm4VCp9pWihK3GlKNBgzgNN+S/3qmPDx/RKFbhF37hF3jttdf4gz/4A/vv8uXL/M2/+Tf5tV/7NQB+4Ad+gMFgwNe+9jX73m/8xm+QZRlf/OIXbZzf+q3fYrXKWYZ+/dd/nRdffPFc9YDzg0REUNpLKLSufuY1JKXtlWMLkIOI6taKqJnlv4v89caVJZ6mHnYFZ9/PaF1aaGFE5iokEkq1lGovxqquOAtpszunWo+toCOcPFu9uaKe1vr1xvdH4GVs9ab4IrNClRHUoiCl1Z6r1B32KZFBo7agXZmrU+q1Z932jJKfWlsEo6IT+Ql77VGelxMqwYrt1hQjtbqn5I3ykla0yH/Tvwsp2a5MqXlJLthmIDKBLyQ7NV0vo+4mJFJISkHCVm2KWwjzsVqOqVdyR26GIAABneaMUnllgZOZJ8KXdJszPD/TVNA5M1gQpbSbs5xS2XlercY06gubjst4VmssCUuJpY025VB5TfEMY5wnyAIPGQqCIKVZnxdom00dypUV1UpcVBvT6VbrMX4ps4xm1p+LL6nUYoRr16PTFlFGVE5sGqacCPDCTDHaiTx/M1uiMFEMaWZxM8FTm7ZnTr/MAaBHAXiZOaL6X+CLjNBPiyx++nMUpIogwAIG3YYZRF6KL/OxaccvkpKv6AUNQDHPPSmJfIdwADUWRSIJvJSATN/kyHxM6fks9PdcfU7NyyBI8/lo5q1UbI6BnxUp5HWzeZ7UbajzclTpPF/m9MBuXlLmNPegVCTTzO4Zxo7K+AJSdZP5WDAusqV+V8qchMQFX/qzdDt308HPd1n4ztyXNoX8BCHLBEeDOqVwRbM+J0583j/usVWbKiY2o0e5UYiTZFLQH9YB6LamisxkPcgN/zZGyp9LCXEc8PbhLhLBC7v7lBxXAJtezQU7gZSCRRzy+qPLjBZlXr30gG5j4lDJS9bloo1C+kbBNX8oM1jEIR8c9bhz2mW7Pub53UMalbllZ5vMy7y+f4k3D/doV2Z89spdrnT7RGG6xtBWqMg54aJnTmH17VaWeSyWEcfDOnePtrhzvEV/WiUMUvY6Q27uHHO112erOaVaXqq1xnMXwrV/57XFEwDQM/Htmi2UBsh5aZ9TxY3BFfQ3jFe0nU0UJjRrc3Y7I27uHFu2tCT12R+0+OCwx4PjNsNJVYHSghx1QbkuLPva4HfaVXhS2bBsH/KZy/eRCF57dJXbxz3FpiYFnpfRa455cW+f0E9553CHg36LpABy1gvyhB3ivCb0nnOrd8ytzjHvHO1wv98pgqmNeblpSHrNMc/0jvjgdOssyDlvHXgMQDY/lEsrus0pp6Ma80XIRgCq57RAM6yZm9dhg8DP2GmNGUyrzA35QOFk1SwI5y5YG8NT72KTycRuFgC3b9/mD/7gD7h79y5bW1u88sorhX9hGLK3t8eLL74IwMsvv8xP//RP81f+yl/hq1/9Kv/yX/5LfvEXf5E//+f/vKX8/At/4S8QRRF/+S//Zb75zW/yT/7JP+Hv/b2/V7j+f5rgRymNWzN9q2IECwlCUOnEtK5OKQAWACHYvjql0dWCsyRX3/Ik158dEpVW+amqFhKCcsat5/t4IqNwoyMlnfaM69cH+eKpgYmQkktXRmxtzXKBz6jPIHnumRMqlVipnplnUvne+dTLDyn5qVkrrIpMo7ng+VtHeInES3OAJDJ49tIpz105ySms9e++yPj+5+7SacxymwZtB9QsLfnTr7xFI4xz1SANki5VJ/zIjQ/wjTCoq+el8Nmdfb7vyoN8fdZxPAk/dPMuV5ujXPDUoRqu+Jln3qUcuEfrSji+1hrwlRfexvcl9nRaP//s5X2+eP2+yl5IC2q8IOOnX3qHm92+Ff7Ms1KY8JVX3qRZW54BLZc7I37qlXcQYU7DbADIp6/v8wPP31PAxyf33eNJfvwT73Fze6CAkUM7Xa7F/Jnve512Y27T8uIEscq4sj3kZ7/vDbzI8VOj6a4/d/MBX37+jgUeWahtbcKMn/vcN7i+c1ooX+ZDvbLkL33xa3Rq86K/HgHXukN+7tOK1lmu1fmHn7nDT7/4rm12iRGiJf/+q2/w4vZxYSOQAmqlFf/rz3+dTn2Wy0XubZ8DYNy/n97d5z/45Ov4WifMPpPwk8+8x/dfeZADYw1YQpHyC5/7Os90Ty0BgHnWKi3589//h9TClQOoVBFu7fT52c+/VRDIjKrkZz/5gB946W4OSgzIERk/+aW32dsaW0efZl5WyjE//eNvEGm/WMKp5/b2lB/74XfxDZCQaNU3ySdffcRLrx4W7Y80ycAX/sQ9tq+OHblKfQhLCT/4kx9QriX2N3OtU+2teOXHD1QBCjdBkt3nRlz/fF99tyBM9dnVL53SubbAPfRBgAgyLv14H1GXeV7fBeG7cV8qCtFrAqVUtNFHgybN6pxaZcl0UeK94x5X23069VkRXJyRowRpKjgZ1PG9lE5zilegBzyvPE6RzgkSRUDz/uE2szjipb19quVlDg7WI59JQJCkHh+c9Hj/tMfzvUNu9k6UMO+2iUnPBTvnlog12UcJR1kmFFnBwS4n0xo3tk65tX1MpaRouGXmMZpV+cajK7x9vMtWdcJnr9zhaufUUmLntNgb2ks4i8xTCF5uIlIKVquA0bTCfr/JB4c97h13Gcwq+H7GdmvMje0Tbmwfc6k7pNNQ4CcMEzwvc3z3yPWk83K54GITQNrQd94iRSzTvA82Fz+v+vp4PCd9w4wWRSvq1QW91oTrvVMF7rZOaVbnJJnHwbDJ7cNt7h11OR7WmS2iDcQCT4Jk3HBBHxlwgzqQqpWXGuDcQwjJa4+u8s7hjrbrEggvUz5x9g7Yqk25c9Llg+Mei2VYlMvXyyiepNzFRhdCkS188tIj6qUFrz26yukkd0BarJbpjOJm5/mSy50h1zunvHe0zem4nqv6Pa5/nyCUSgm99oThpMpiHGycMm4IgpRb20csVgH3TzsIAdvtMbNlxGjiOlB16/Ph+l5I+XS72W/+5m/yoz/6o2d+/4t/8S/y3/w3/82Z32/evMkv//Iv88u//Mv2t9PTU37xF3+RX/3VX8XzPH7u536Ov//3/z71et3Gee211/gP/8P/kN/7vd+j1+vxS7/0S/zH//F//MTlHI1GtFotfvy5XyYIjNqAnWnki6lwvqvPucrOOQNUmDRwjOiduAUDPpGr2bi89F7+vklPOunaUxWvaMtihEvv0Ql4Hunlrs3KqD/ZU3r9Tm6cL/LTe/I56NqDiEAi9amTvVUQ6rYg8DN7emD80ShbSonvSVbSsyDC2Jp4kbLwTjKvoMaGVGwhGcrrtH1PlZjycEr3//I608/sMviJG0p9LxN4nsT3MqX3ubYAB0GKAFaZYr0TSU5ZHfkpaSoUzacg9yGEJApT4pWv6u3nqkueyAjCTHnxXdvL/EDdbBkjO+mD0O9FpYQ09XIDPF1OgSSKUlaxykvEKa1//i6jH7mJaIYEpZTlIrT1MeOwHKwQnmQeR4WbFi9RzsGmSUiaOnrUAvAl3fKcwbxM6tD5ZQFEIqUWxQxnlQKBgZBQLy/xhGS4LBfaVoaSXnnOJAlZrMLCM09Itmoz+tpDuH3Hg/Y/v0PtDw85+EufJO1UC2WshCuqXsLprGJ/N3t2uzxnhcd0UVKA2gIXyVZtzngREa+Cgt1NQEa7Nud0UlG06jLvyyhMqUcxp+OKooM2hwJAvRyDhOk8UmPWcQzarC9YTEOSWNUr97GT0W4sGA7LiPt9yDLk3pYa12FGtRwzGUZnCA2qVXWjO5/k/WzL0VgSz31WC2eCCvDIqLdiJoMI6RIoZBleBJX6iulpmAMT/SeqJHg+LEeKU106hClRMyFdeKRz8jVH3z6XOiviYYDMBMlqwb9491cYDoc0m02+U8N3y74E+d509f/0n+JVDKXVZpQhBFQqMdutMYfDBotlyFZjwo3uKe8c7jDWDEvSvuoiA5VWEGZst8csV4FD8erkeS6QkE4yG6RdoQTCS+0Bu40x75/0GE6rNL86Jos8xp+qX5y+0AbR5SXP9w7JELx3tMPMqLKdJ8gUq3e+sL1WD3Mivt0Ys1WbMl6U2R81WcbOXPQkzcqc661TqlHMwaTB/qjFQp/eS6B0EHP9H9xn+MUmh3+6t9Z1T4LMHovc8jhCasE7IwpTyuGKShQTBSm+l5FJQZL6xIlPnASsEp9V6pNmHlmmQJQtmgsCH1MOb5ly6f9+wOFXeqy2oo1xzgvGobNA3dKEfkoYpIR+ShQmREFC6KVIBKvUZ7EKWcYBi1XIKvUVK9ljDb82tNUTx1N/d371iNZXR9z9passdyMtCkrq5SVXWkpF7WRW4/6wU2BSE0KBoEutIZGf8GjYpj+rIo066caxuy5mbyqvO6BzsO95kl5jwjPdIw6nDe6edpWdXkZxuG3It/HaBC/OmH6pxrWtU5rlOe8e7TCbO047NyGAzcvR5iCUXNNrjxnPykymZUiNrLehHYSmkd4+phQkvHOwS5YJem3lMPmw39xsL1RoJ0E2X3D/f/u3nmhvemobnT/5J/8kT4ONPvjggzO/dbtd/vE//scXvvepT32K3/7t337a4m0OEqXqIQDf6BEJ7O2OI8Uqtiq5tjCY+DgDQAtDRnjAsJ3JfLwZGxyKdIJCSuWnwhMILWVKIRGewLCyKcFI2xdo9RPp6TwtYMMK8ipdcqHaDDQT1dh/CKFIB8CyawnIb6s0crPYzwhbKWSpMcjD0eVXN1dp5mm/QDpt/TxNPbNe5/umLq/1C6K7QujskUKzBQnMKbkpV5YKMukh/ZyQwLyXpL5WIcqQJZWvscGJDRAwZAC6rJkQLJKg4CfH2OekwlPld+49DeOcFehNMT0gUM+XSWCb2oIIQCKUzqrpEwFZ2Scre0g8ktjL20e3v/RgJkMFonTZTJ9LAcO4bMdCYfOXgpN51QIZ1y5qlfr0lxVNjqHf0emNkpItm01Xh+O548vDWQhlJjia1Irqn6ZTzHhcPzmSMF+GLGRo29QGCcN5xSGA0Fnq8XkyrtqDVJFJTbXukUrBybBq62tskYSEeOnTX1TyceiAmek00qAXO+bN++NBqQCmVDkkMhEMTiv5HDW2PEAaKzpZW1mZV2w+DQs3L+amRwrBdBAW5pwab4pCd3ziCBtOP2dLmBpBza4ZKr145q93oY0XD3zOPNTpLk/D4m/fBeG7cl/SwYuV2mRaOWu0K1EkAH2/qsDOcZP+oEbkpzy7fcRbB7vMF6XCGFsPSeJxNGiw3R7TbkwZjF2ww1lhaW0u5j+ceUCWCR7228RpwHO9I+76HeJNeiLr6wYo4CAls3mJbz66zI2tE169dJ/3TrY5mdS1XdH6S5wds5s+S5QGhEAdykk1j1Yrn0f9NqeTmqKj3jmgP6tyOG4SrwJkKhhOqnxjXqFRXnC1pUgLTuc1Hg7bTJdrtlbrmOGCMSgyiUgkWfQkk8oIoUp2SFOfeeqpsSCqlto48DKiICEKUipRTLOSEvgZnlDqi2nmscrUPpakPknmkenvmRT2n5RaDtF5e36GrHqIKtr5qdoTlFgj9eGmyifwM3xP/Qt8BWg8rYooNFBbJgFx4rOIQ0azMqskIMk8DWoe0wZnwpMCSemslbmcpppVFoa172e0qnOuNPvUoyWH0wZ/8PAacw1w1R4pqZZiLrWGlMMVR2PlOylN/bztnHloVJpl4M4ft7Jr9RDu7+prEKZc756wXZvw/kmP43GjSE8t3b9nBiMgCYOEZ3cOCfyMt/b3LGgvvP9hgt4woyhluzNiNK0wmeqbmPVLgjXgdqU7oBbFvH2wS5p6dJpTxbB28iQMa0+/KX3k9NLfccFlR8t/zKU+Owb1RNALYuEdK4mbwXF2gEr9u1wfyyY/DaBcoc2wbEknXxesILDCnnkg9eBSwpH+7LCoAfkgS/V7Rs82M4K/kZKEMogHLSyKAlkB6LwDZx5leXlUk4jCfLVEMaZ5HXWkzBjPy1xYRwBpipCeouVeF9idNrbgLRMFQVytQ9KCsMz3cBcxm5SQazdvxfQhBzq2fA7QM/WzwMak4cb1nDimP2UxLZWQaQ8lqGeOTY4Rzi2ttR4j9qbR8W1TaHdnzBTqpPvNAr80f2zSXxcY7DB0089sMzpt6sTxQCQQyRSPjGXmCOdm3BtAvSZcCfc5+WcLIiCnOddtapx+gnBs19yKUVDBVOWQFsSYfdAda1ZlVOZx3TrYeScogCV3k7PNLykyvq0BnLNMj07B7QbmNPYmYVSvK+q3fPMyN9LWZkdATq29tpYVdmg3LVlUh/s4fLTBzhuR98d6BKnWtvG0QuBnbDdHHJw02R82CfyM57cPeetgj+UyXCMEcPpNOmCnM6LNOWDH/Xv2y8aymZX3eNQgTgKe7R0xbwkezDp5GS6kKVdgZ5X4vH+0zaBe5dnuEe3KjDunW8oO48yG7ITzZF6z1q3XRx9iLuKQu8dblKOY3eaIl3b3lZ3AuGEBz2ha4c1hRKW24lJ7xCt7D5itShxNqkVyw/X2s+1fXOSkB/KJQM5jgta4SDOfFE8bfGPFGeNXRgEPBUBCP8H3JJVopUCJkAihARGCQGTq4E2qY9lgmUK0oNaVJK0AX6jbIyUKCRvPgKkk80gzj9ky0t99klSBKiO4nr2lu6Bf3SY8Ezb9KNeem81QL/JW5tHrsdFgEZLd5pCdq1N8IXk4bvH28a7S4iCPUy2rcVKNlhxPGtw52coZAwtFcOULs84WJuaGesizvwpoVOY81ztilfm89vBqkTr6zHxa28BRt6WeL7nW6jPK6rx/tM0qMQad32LQSURRwnZnwkTf5MiNAnAR5Oy1h2zVJmrdWgW0anOqpZiDfpMk9Z64fEKcu6icCd/7QMeAFNeo1hjqqgjqj6P7LvRf6ca3bb82+wzoERd0MCIXbNYZlVwhL1UTQ502OHk4wqT1vyG14GKEQCMfGTskhK2jBVFG8HGLnBmhSCeiQYOXQYYmAsiUAGvXD0eoz9nkVKK2FXy9xhgQlumoXl5WYYVvXwtiFEEB+W9nDj/WbgHszZgxul1f9+yHvG1t7wjnFeH4NnLXS88pG6reVsANciCwEWSY4K7rEu14VZBFIics0P15lqWMXLYQFNntTBlF/t29yTEASpUn92Bt03TbUVIALoU2XEu7UCfPDCqINTJet/F0KcpNXgb0mrSsLb4z3u3NjHO7Y8Gy+7v5Zy7bEs6CDXe+2XSkrfd6+gVbGnOL69RbpCpRUbgFLo7BM6DJppPHEw5xiTBgwwIY8vj2JhUnjrum5LfSlgbORfvCec95pyAMuBPij4GO+d+W4Hl6vQ3cG393H8nHhwQG4ypeK6O3M+Ww3+RBv01Tznl+55C3D3aVgL62TrrrZrLyOO436HXGtJkxGFcfz7b02KDXXSSjaYU30j2uZYf0mmOWUZml6/fnMWlkGZyM60yWJZ7dOuJTlx/w3sk2g2lF3zisbwKPSdZoSPz/2fuzYMuy874P/K09nHm8c2ZWVqFQhUJVoTATIEFCBCnSYodIaiAVlqJD1oP1JsrRIUYoHI5Qu03P1oujw3YHH/zmDvWDw5LdkmxFSGxKaooQKVIiSIKoAmrMqsy8N+9w5mkPa/XDGvba+5x7MwsEWgSYK+Lec84e1vrW/P3XN1UfNsyYAlabGu9dHDjA8/HjU8arFuezLuskQkYhiyTkzUd17sVDDrtzjrsTNkFOPU6p1TKSLAT/lL0EdvzP6v3vRPLrVUxtKQUZAZtd5Ynylijw1h3zcLiRHGwuuLzaJ0ut239RLB3fpkrctbTveu9Jh+YWXigtmuVnIoEIFO36mk5jQxRIBs0V70/2uFq0tZto+4pRUTvuTWnGKZfzNu9f7RmwUK37NsG6yaqVuLlSAq0Wf6s/5pn+WHtVmwwK1+M3lFdsOLrYfnvJ3b0rzi57nJ3ve4FAK1l8mLHoFalBzoz5ssF03nwsyBFCe4u71ZvyzfMjVuuYTku7oX406pEmhQe7x9OhaNSTJyb7+x/o+KeX+kLpw90vzVHdYULZqW9XkG0GFP/UAMsoetyiwAArfQLix9kRgMoVIs9RcUQBljxGwyzuArz4LDiJkLCzzfO979TUFHqxN34RlJHWFPVXheTCeTcDjCthIYpApyWXxIbZsiDIAgGRm2CpAJku08WfMu8J2yYe0+wA0DXJnuo7cGCv+1IhCYQFw6ojfha06rYwfSqsO3BR9KnlB4NKvraeAdpOyIqxhXE77asB2jXSByveMCkNi9J6UIwf31Ocf0Jr6alKU0pgyA05k58F6/76I4q2djRW+sPR5493730nafLrkXvjeofNs1U1g+K+DzwUFKAYLUHzx4RzB+1JZKogxx8npXJ8uhTuQMF5WJOV5xUIVZbmWBfTGtCUJSX49fXtZJxam3L9Kez6YlTMSuuQe8/7s7RXJTsu2YXEv2RdUQv32028EnjyOCObr7uuinefpu9K6ndWTLOmxzDtYoqK9ldScDXtcDiYcdCfcTnt8M7sgGfqI144POdbj462Y1ZUmMA0Czkf9SpqbLuZC5FJRKqQjR1qjtVk1or1usajaY9nbo14+eSUty4OWazqKP9lO+621Fv0rfUm5vWzEw08Dk85a/b4YDQ0J+geE/ttMdM+56vpUMoDPHHKYW/Gx47OmG0aPJp1zUm6IElj7l8NuTxv8Yy8z35rwTN3llyt2pzNesw2DR393VtH/fYpkSKqDz2uXt8mN7qrcH8PUaBcuZ59ZS5QuSBPA/JsW6Xy207OIcqTopgbM9t92a5hdi8TgFDUopxha8Gt7oRGlDKLBRsZ8vb5MRsKlcQgkHSba467M+Iw42LR4d7lfhnglAq7LpWYSnPJrqumzb0uF2jVuBcOz4kCyR+c3WK6bGDVF58oCX2Actyfcrs/5ur36izWNfLcH/fbZH1YwFOrpRwOtU3OzIEcv8r+5qn7YL+74JnhiLfOD5mv6rSaCXvGjfRmEz/5ViO0d77D5pxvPeErN7CX3ydJCIKWovvJjQ58CV5fK+pHGd2XVsXm7v5g/8UF3aONtu9xjI0+EXjukxPilnRe1ywjF7Ukz396XHYHC6AU3f0Ntz/meVUy3pbIJXc+OmH/eGEYsoKOAMXHX31Es5mU542CWi3ntVdPtStby+wZN7e93oqXXjhzLnN9FZ47tybcPRlvnaQLofj0iw8ZtIxbasMUCgnNWsoXP/4+TeMJzVcHGrTXvPbsmZbU2jgghtaXDi946ejCRax3ZUnFa7fOOGgtdX45LlZJPcj44p0H1IxucOE4AHr1Da+cnCF8btrcf7Yz4fnBSIMRoRwDGqB45fgRg8a66H8DWMJI8slbp9Tjol7mJXr1DR87vjDuSCmBnOPejGcGE0SmdaBc7AUUzx2O6LXX5UUEHRPgpeNz6rXMqf3KWoCMQ7rNDc8djiBUhWqaARmHvQUnvZnO3UjRtMMHxd3hmFY9KanUKQE1cl4YXlFTWUGD+WvVUu4MpriB6DHWh+0Fx515WQXT1PmkN6MdJ87uybZVKCTP9KaEyJJXtbILdUpjUCjt+OD2YALCehjU4yDIYL+1pN9YG89+Zo5JRSjhuD8njrXr6SDDuYwOheTW3rTibl33XaOWMegtcS6grVRFQrOT0GwkZbsfY3PT7a21C+zcBuXU1wOhaPc3hd66xM21KMr1PSjWBtNWcTOj3kwLQATOM1urmxLGZWMm7WpeUR/kzlV40aBaNaHRzcrgBM1IhE1J1JJeGcq9F7YkIvbzEu4v7EgnbXyavnup21zRaa2Lw59rOA3/rEHlgotxhzjI+Xdf/Nf8xK1vcCSmRGHORw/PiY1DFpeqWapCja1Ry7a9sVVSkPg6njcl4ZhApQTvj3Rgzo8fn3LQm5ky7Jj21tkqrWbhy7OAh6MBv/fwDt36mk/evk+/vdQuln2x69apwIdI1S1awiqJef9ijzdOT9hkER/dv+CFo0f020vXTtKcjD+c9fm9szukMuTjh2d87s49nt2/pNXcEISydH5aBZwO3ZbE3lWQsz3fP0xdg01egMrHpkoHK1D1QMehe1za6gKxTaZbOzEu7jWQvomE3YVUvu/AsQIQgeZn4jhn2Fnw8vEpn7/zHre6E07nPf71/ec4n/d0bgboR1Fu3ESfcbs/4WrZ4vXTE87Gfe2sSFaa8onaVVU+8frekCy0jdCd/phPHX3AbNPg9x7cYWokmar03g2NJCCOcp4/vOC4O+Wbj465nHUobf7XkXdDnu7TjL96/RqQ46NAr0ghYNBZ8Nz+Je9e7jNZNmnUUg56cy6n7SKO1hPSFoWS472pdhDxhOn7H+gASMjXGMbXO+VEu+BMN/7xvT31VCRJoJFwSeKjW3+ZxkjfIMW8I3O0cbthqBxAkgqVwSY1OlAO4AuoxaRSONyjr5vigLXSXroKV7X6ToCiEWXYqVBa/wUQa/pcTBHD/MVBThzqRaaIb6MIpI5TI0RxPcjNu0a/N1DK2TfYhSsUkk68wUaPt0wfCuoipxlkOp8cghQHegb1NfUg02pxljlWEKLdWYdCFjZB5q9dS3h+OCL02skejh23F9xpzfUCKop7QiheOXhEr74p2ty8HwrJq4fnNMPMU53TX/r1Na8eXGjwYWLr2JP5u8MxLx+eI5th4b5ZAAG8fHjBfntZiqOjAu3560t3PqBVMyJXASKVBEnOUXfBF5+5X8STMONDhvDRk0te2L8qbZYqUIhI8QPPPmC/vSyPGyFoN1N+7Pl3adZTNzAseDlqL/jys/d0bI3KodPLhxe8dnK2tSYK4Eeeu8dznalzK27HQCdK+dMf/ybtOHUMjANKli7jAU94/flMb8oXnr1PYNTTrHc1IeHTz5zyscPLEmgSEsJA8qOvvc1Bd1GAHNPPrVrKVz71Nq0oLWLrGOB0Z3/MF179wM1zP3bUix+94PmPXDnHBhqgKUKh+OHPvcfhYG45uAKwNDI++4MfENXyor6mHfcGS177/EMCC/xsG0rFnRfHPPfieHsRF/Dq58/pHa6LdjN5hvWcT/zIKbWmF+XUrDftvYyXf/DSqVIWc0Kx99ySw1dnbO8iiv3PTWmdWJfqojiwCRWDH15Ah6fpu5wuph0O+zOaDV8Fw+cUdAqVJDSnNgrtCOVi0uXTrUf8/J3f55XhKe9f7REFkucPLwh9sLPjINeBnVGXWpwx7O8GOyoKyPrxhwC8wk0EmWug8tbFIXeHI549uCKKNNhRofAMtK/PSynBYq0dFZzOe3z86JSPHl5Qi7Oy6cM1PNwT0+zoNmBNaacxD68GvH56wnjV4nZ/wsu3TjnuT6iZwz4lBYtVg3cuDvjX95/l7dEBndqGT57c59O3P+CZ4RXNxsbEx9LzMshVAWx30l8BP1v6v/aFmzhUfU/Ww+v77gmYdJFIgs31ILhEzlYdvN+quK9CoYOjV593eVXBqypn4OftAQW7jAkBYZTTby958egRn7tzjxf3H7HJIn737A5fe/AMp+NBoeYJNGopd/a0BHLYWvJg0ueN02MuJt3ddjiPxZo7+kuUfxa0K9rNNa/desDxYMo3Rrd410iPnIpgqbxd6FE5O6KXb50ShxnfOL3FfNlwTiYeS6L/+9q5pKjXM/YHc6aLZgXk7E5Whe6jBxfcu9rjat7W0pjBjNG8xWLZuB6/bQ1zRRBoD5K5DLiatm8su5TVh3Uv/b2SnHvpj/5ftHtpf8JX1dXsQFRsi9MrVoeq4jq6yEvod6Us3gkqIkd3aqrzc3nZh3yX04iCFjtWnatpgTi9hDBAHQ3dtZKakV1UAuFsGfRvSoPKt0cpBXgUhd1IET/GeJULNUHSMPiOPpOHyzvS+RQDtmL/Usrbey+E6HLF/v/r91m9dsT0K8+VPcgZA8rCkQPG8NQw9ErHmgkyUXpHyXKbO7uMSKKMO0MVKePEwVtafTU4NMgITLnS2vsECmHKE4HSDgpUoQ4oTJmBkPqdXBBscvr/+G0mf/I5ZCcmVIrc9/1t9t/AeNtTOZBLVBxqxjbTYnaF50bUEG0BaK4CTbfJVkaKMAcRKuc5ztl9GdqF1Eap7j2l+yQWOTLXxqWFfZXevGv1TEeJzoqOFAp6//Q9ml9/xOVfeo1s2Cwx/gF6gZZZsGV/EwYSGYDKhFZjM/kJqaVwKtWqFaX8lCKMJXmiB4YPnESgmXiZiJKDDJQ23BUSMwYoqbQFNQlrigVdFYcKQShRiUCcjUBJONgz40Zp6XGivI3RvBdqEKJcpHrlVB1FKPV1d6jhOS+JFSq148KsO8bWUISgkooqnCMSsOGohEdLaAZmtmP5rwGJfi7LN/zKW//3P/Lupb+Xkt2b7v7y/43hoWTYWXL/cuC5sa9yiN6BhEmBUHzy8AEvDR9xnrf46nsvgICPHZ+xTmPevdjXLmhvYmjQc+lgMCeXOsBovuXWVbFV+GNS/19NkXXtXloIHUTw+YMLBIq3Lw5YG1Ww7fyvK0shAmjWE57fu6AZJ7w7OuBq3q54oHoMnV5zlj5vfMFs7YGi3Vhz2J3TPl+R/l8TRl/s8+hnD0rMnpYiZAwaK447Uzq1Des84nzRZbRssVrHSBEUDGyppJuTt416P3aMFarX/d9PloK15PjvPuL8T+9rsLurKJ8251Gu6nXnpuQDnCd4tFqm+afj8uR0Gxv2WwuGzQUCuFy1OZ93WGzq5LJs5B6GOUf/7wv6vzEj+s/qTPdbXMw6OoSDHVNbnVIdPNcRXhnTu+hGS5BuD8ZGytTn/nhAlvpzttKHJcZfuA0zEIphd8FH9i55NOvyYKxtelCC7te0e+nJF3rbpF+XdvaFotlIGfYXTOZNlkvrnvr6PhQCeq0VLx4+4oPJkPNJlyjKOR5OmS0bTGatG8bzDrKEYn8wp1VPeHDZJ5mmfPDXfum74176ey5V280CkZITgWuetb3gP+/ZuahqJ/tRxjG/g6DIo/KcsMDJnajavEyve4yf9q5kSPafldYtdcFM+6fp9nRa6A8nzSgMr5UBKqKYkwptz5LrjJQSSJOBs//B2J8b8CXAqTQ5wJXrh1QgnLF2yZsZHo2iWIeEd3Dtn6BYWw4ljPcXD1PqPIoYSDZ+igUn0toOKf95C2SCgi78NlKOwXZ9Z+5fqxGgDMNs2sDvQgIckHF7XRTo000lyDH050rHZamFGnRYHfoQCAOTnx6HLi5Q0ZV6LEnIg+LkzPW3Mk4mPBAIOHsXiZZ2OEcWOQ7wZllYSMn88YUgWRUuji24qI7Dkm2O1GNO27sUdNixLXOh7cPywqtgYKRIMi8DI/8QMLcxaLzr2mYLlJUqKQpQoIDMOR317HUMHZsCrAZGSmnnsMxF4cjA1sG4l7cSTX+PAiBVnk21Mm1jTuvduPfUP82upxJKZTtVtVy/V1KFs+0uTcdaK1YFzgNWJlzeJQAkBGwetxM+Td+JpBRM5i2iUHIynPLgsq+NobeOkNninSSC3310h2+MjzkZTmm3NozHTb716IiXjnQAzncvDgzDU+aP/GzzXDso2BvM2R/MuJx0ivhff6jK2ToKVuuYb54ec2c44pWTU9672mc0b3luZHeMN7++aDvT5brGN05vcdid8cLeOUedGe9e7ZsAjhjbWD+TazjMrfyvS3b/g1wKpssms1WT1sWKO/IhB505g5Ocy0WbyappTuEFSRLzKIk5n3Ud6Dloz7ndG5PLkNGqydWyzWJTJ8tNTLVKM9w4A4X/uWusiPLD1qD3Q4IdFQlULSi9VgY03rOBuMGjnC274B+2HP6Uv25DiVKdQQSSRpzRb6zYb8/p1DZkMuBq1eaN8xMWSc0x+452oWjWEobtJYPmEtVKSWXAe48OWalGeZ7cNI622rx6f/e49oHZoL3k+b0LMhny9bPbzG1cm62JWm2N8u8oynlmOGavteCdywNGc+tgpEKTqnzelCpVEkLRaiYMugtGszarlX9QsY2cbD27rRUvHJ5zfzIogZz5us5k3ioPycfQJYSi313Saa55cDkwTiPSJ6iMTt//QMdPShXe11S153fAUQdQPAan9N0OzDJTgzfOLAPiQJEvCVaGgxLeb+F5aHPPWSbfxI4ROl9lGRf0AmSlLq42lnkBAzbQjJg1xBaFtEdLQzzQYuhRhjHyPYq574bpsrGEkGwZ5PttrbNShavmQCAyCpfOPjjwmNggpwiO5betB46K9jb5hRSBJgXOeD3w9WztPW8oiBwXs0aU+gYTx0iUynKg0WO87e9qUtUfAg1g3Zg0WQcCFYUur4IRNTRB4TLcT9VFQ2zfEsbphC/FAQqX07YeHti094LMtgMlJw8lIGjzVlbt0dzz3D/bsem7fNYdr5y9lXvH1LsI8lmmCTSId6p0/sZpQb6dslaF06fdOwhw9ZXKo83Q4berb2Pg3DDLMoPqxq/j+MprhBt7HgCxAMdry1J+HvDZdTKnzNpRtKn9tIX5D3sMtAU4/vWqS/2n6TufDP95NW0TDXOOhzNOr3oGaOzgALyvwkhb0yTibNTjaDiFlmKctPnWoyNePHrEcweXvHex78BOKXlrSp4LLscd9noLDgYzLiddHcfs22CKdtIsdFy0e5d7zDYNPrJ3Sbex5v5IMyzldbEyVitri5SCR5Me41WLu8MrPnXrAx7MBpxOeqRZVOwdwsurmnbxrdcO8/K8UODUmS4XbTazNvudOSe9KYukxmjRZrbWEgQf9DyadYmjnE59w15rwQv7F0RBzjKpcbVqM1k3WaWxY85L5HhtsIXldqbrnqhylo9piNALcG6fKAGayoLrFlV2tL2/blXWIm8P9/cS94jQqn9xlNGuJQybC/qNNbUwY5XFjFZt3hvts0xqxn6qDG5qccaguWLYXhAFksmqyTuXB3TmU3pqVvFoZutz3YB43P1Kff0qCi2VvDu8YtBYcW885NG0hzRB2Hcaxu7K0rRHq77h+YMLchXwjdNbrJ1Bf/k9kTyB+uEWsbpAIaDdWjPorLicdlivbRm720AY+nqtNS8cnvNw2ufRpEcYSo6GM5abGuNp69qpuV13TUOnvWavu+DhVb8cwP0J0/c90JHnF8ig5g2SHRPzupMff6P3Nvyd/eykPpTVtXYW4c1iOwPwylKUrafs2u/lK5ZrCAPEaFo85vIq16N6wOPTXBovO4CDBh4Ver367Mp769qOd5zkx28br3yxyQmSnNq7I/qrdHe+VYZeFGuV9Z62M1XWaQUOEPlxZhy9fnH2i2X2r6HHqaypcv6uHkoz1LWHc4L//W3n8nkrLyhceNu/oHK/mlSZXrc5VpgH99O2uSrfLyWPMSqBCf95m6HXLvHpnCDJ6Xz1fVQc+mvo1nvX9pdiW219xzNuvnoqXw5YeXS6PgF2gxOvnn79UEV+Pg2rDSLLYLrYyqsop/KSHW+W7mpR/g+vfwrJXLkRSl33OG3kEi3C1au0FplHJE/uwvNp+nDp+O+ea7VqtApqp7nh9mZVuLi9gRkQiUTFwu1nIs45iGc013OkFMxiGDYn3FmlJGl4fUZ+nkbPv5HNtRqqvwB+iBSfbyAQdL6xKN8wE+GqFjJsXhGsV6w2sX/z+vK2yFcsBVzWI44b59TWCxab2o53r6l3lUevvlK97mUTrHKCtaTx+2uYKhYC0gi6jSmDYMR43WKdxuU4RV5aClgHdepRSre+4m445SiPGG+a+j317bX7FqF+ugnjVNdvQOSKxntrTjaPdkpfSs9vjdPrBu7ORXVHxuVbAm2s36mt6dU2IBSzpMFlUifNQ5RK6TChsyOLMJR06xtaccIirTHe1MlkSk+NadzbEKwlB//7JbIZbrfDTe3/uGe22kNP1X5zSTtOOFt2INtwpC6qjz12/Om8FP3miiDMGS9bDPKrCoOkU3yZEM4ymu9vbqjM9fTrNWFDmkUM0oSd87SywQoB/daKNQqxWnEs19RrGXGUI1d1TtSi+uLNpAjt5juXAYPNiIF5L8s2fPCk1fl+t9H5Mf4sUcm90NP0ND1NT9PT9CQpUyn/lP/tqY3OdzA5+9HeXyYST+456Gl6mp6mp+lp0ilTCb8y/X8+0d70x8Pr2tP0ND1NT9PT9DQ9TU/T0/Q0PU1/rNL3veqaS1VRbVX0eJ2kddf7/7aSr7pi0x9Ch/46CfbO9CTt9Z1M1rZC8Ieq4x/N5Ouxqe/D+nnJ9uOO4IDfnfLM5w3aEI9LH55Sdb22xh/VdJ0qy675/X0p8/+3n1Qorg+cKECgg9N+W+3v9CWF+3AuNx7nneymfK5LznmG996HXdf+sHW+Jj/gO5cnYJ3y+Dax3w5txdciZKezFrxJfe+J9mBV6YJikm9r61bUkRwxZm/aWU5h1+g0Xn3CVKU+15NZZPI4dS3Xl97NP0yffjf2pu/0mPvD5vdh+bUnUdvb8c7WvH3SdeNGOiwDuDt9mHXs+x7oBEcHBIGNeruDqSwxKN6k3sWACrHrpesXdVHt+PK9EhNvs/SNgiuLjMoyqIWQZDBfaQ9cg17xjn3VrjzWxr3qWc6VhXNo4NSCfX1cLz/rUtoa+/upsOvxXFzbewHGxbXazr+Sl/N6JiG4mtP4+gOSZ4dsXjo0oEcT7NbhsFwvf9yrsPC85sqw826HB0yBIowkqQpLjhdK9jCewwabn7W9kSHOs5hPh++gwJYXrnJkHCIySfMPzll94hAVBy4Oz0715RIDYcg315xnNEHZmN8r18W3sbZLVWcCgtKYd04qTNky8jzZWVJ8HXRr6G/b2XzWv3VO/HDC8geeJe/USutXYF0be/PEOUpQOMcWjl7Mom8dXXjtUvx2XJ3znOY8xCm1bTflyi0areTV0L5bBTOeIwUxW2hGr9t212xdbB84JwNu0u1YGEociJ+HKt5TlMeIfx+fbtOXqsKA2nsK48mxsgup8pdApXDK0/RdSPf/z7cIa2Zv8hgaABEqDvpz1knMbNHw+kWUu8wup2ZOuZhqgWLQXaIQTOZNlIK97oK91pL3r4Zsktjl6TOjojQulQ6c3F4RBFJ7SspFicGwQyu+3CAbAeE8p/Fgg4oEs0/2yjRih2VlzNl1Mcq5MxgTBZL740GJxu0X1Nb7W2t6KDnszDnqzDhftLmcd4xXu8o7O/OvZlk82Hh3yd4/m7D4RFu77b0uXcuHqaLOoaTbWLPXXBKHOassZpHUWSUxmyxCyuCxJndACdCIQAenbkYpzTihEWY0opQokERBbpy8Ch1ywXgQzVWAVAHhJiOrReQbQfKrgvjHBVFDL3YBOlCyzUOY39rTfUCSh6QyZJXFrLMay7TGJg89ZxjiieoC2p13FOY045R2bUM7TggDyWTTZLRqsUni8jJabfAnKKf/r6a0vrnk/KcPyAZlVlhkeq/Y6fRnJ8E6zuCt3phmlPHeeI/5ul4wA98Gsy8CRa+54lZvwvmiq92p+57ZniDP5rtrRKZYvti8ppDiaxTnDDpL5qs66532brve144HTnpT3h8PWG1qhKFkr7tguamxWNa5Eezs2AZFoNjrLcjygMm8tf2umZT5ZgP//RPQyB8HoNNsEIRFUCJR4vQpNnphFvxqbBsLGnyQFIjClbQfrWrXe/488RhJFQbmEfNAnmvgUnV+4IMU6zktAMQYFYWIfld7W0KhjPcugcdYC1FUQYgCHNhNLrCxcUzb2Fg+ga6zBSb2PW+/LX4HHsARBbBSFlRYhsreq4IcQQkIKAHBoEH9W2fIfoPkI3vF8wLn/lgFBeARuck/1JysDIRmzD3nQc79tfX4rcrlIhQy1p7g3DAJLKNqauuBQgssCMpAp7TeekDDBw4AIsmJH05Zf2yIjEPXfjbPEmDygYoBAc5TmvM4ZplbjwbH5Jv+iHTQVqAAO+DchqoocG3sO3SQEQSJwnoudAFovUFh3Ub79EZnM6KzGdlJn3zQLKaSgtyAEt87mn1XSNOmCuM9z3FlHnCx5VVosf1lAIsyeUoP/OjryvEcysYMcu955QEql/pd6yHPuYhXkEvtdW2vr+vhAyWUnlcVEOPApfSu21Nxf23ZAjxQAjVVL2s2n8AMJun77rZgSXlAyM/Xe1TpEzohP6QR69P0xGnxSoug2dh9U0DaqHO8N0FNIuYlsPOYZOb0Km5ytDcjTmE0abMKWgT7V5zUF7x1dsRqbeyDrsvX5pM2GBwsqUeK0aRFllpnCf7mVkSY7f/WFFkTzD/hRZ11iy1wDdBBwDJuc3s45m5zxgfjAZezDjL3YovdQOeu6/Ogw1Wrz93hFf1wxP3JgItZtwA8Nt/SPn1NfiYlBzUGvzkjOYiZvXZdZN0dQMx+rbAgE9HlNJDU44xWPaFd33AQrxFAkoes0phlUmOdxiRZZDy67SpSbLWtDt2n45UFQhEGktB+BpJQ6M/A3A/Mwi3WivhrK6YfbyGaGhgpJdxnJgNyFehP8yelQCrtQaxwHW6Si8m2TaMFNfUoo1VLaNUSGlFKGCjSPGSxbnG+HLBUdZIs0u6Ti+W5aN5MmVANOxp+R/c031nTfHvN8sUWm2PPVq6Co6/Nyng/a9QSbvcnHLTnjFYt3pwMWB7W4MZ4PFXivd9CUYty7gxHDFor3hsfcTnrklc8yrl9VyrtTTfaYYkiIUjk9ePUANZ6I6XbW3C17jOdNz1HGrsI1PuUEDDsLDjeX/LB5ICLSZcw1AE953mby7Gl+aZG9JOOabc/mCNrMWeXfdJdjlQMGXIV7spkZ/q+Bzp2UxdQmmRKeMxRRSLivlv3z5bbMS6ZXcwbn5n0T10t0nBHxztAy9bvHZ0JoKQGRY6p8RlZr262ri43UcQVUKCiwLmXdnUINEBQwsvXc3Fd8iqGKmL5mGdU4K3ZpTg0hg6zsCkXfwcTfIeijSzJdi8zjLyQxf2qW2IbF8WCPnv6UvjoN9nbvJQGBkGuNC2eaZpQBUgBHUPGByvKSg/sP8tgW0DidbkfX8bf04NVhmyEBApELp3r6J1ezna5babI1wchrlsiiUoCRKqBGgJEKjWIrdKce33l8x0GBFvpiQB8iU2QmWs5Zebcf04VbVcCI9U6SB0bRw+BQgpUculs8i21kde+wj1X8bDmA83SO8r1kZVoCK8s0DT5G1PZc5sw4EFB7rmBds8Lly9UaSjWC/1eZYfzXUb7u6zvjU34dVPFPPbAUCEFttfUNh3FYKZwne89ZJcC8TjXfk/THzZFcV5eYgHX/wpW6xqPxsZ1NDw52DHPpGnE2VWPo70p+4M5l5MO9y72ub034qWTM956dMh81Si/V2XyFOQq5Grcpdtfcbg35WrSYbN+jIOfx/E0O+hFQZJEvHe+z6jV4tm9K/bbC96/2mO5rl+HyW/MV+YBo1mbybLJoL3kmcGIZ/pjHkz6nM814FFVpnxXXfzp7gGzmytUsBEl3tYuE24N0u6381XMIq5zLroEgSSOchpGorHXXlALc4RQZDJgk8Vs0oh1FpOkEWkeksnAC3apC9RLj/6esx15JFhmyLoJQJ0qHTcHHTD0cH3J+dUQ2fhDmnILRZjniFgQBZI4T2k0Mxr1jEacUgt1HIgsD1lnEbN1g7OkR5JGzk23D2x2triqdoffaTs6qsp6eY+L3ITqcOvkdn2EULTqCbf6E/ZbC0arFr9/epvlunZDPByf4F35au+Le90FzwxGLJIa33h4q5Be+YPIzyqwexMufpu6SRLlmDYQQtFpr+m1V4xnbZarmldWZSHwNswgUBz0ZjwzGHNvtMflrE0cSg6HU5I04nLSQeY38Lc7GiQIFHv9Oc16wunloAA5flu574p6/WkcHZfK+pfKTXpvTze/rUqUcKtToaYlKAK5qMqny7rgjPzT0hIYMr+FcHFxHNiJrHhieyoLx5j54KXCaBkmSnlgxJ0kWwmUEIhM6nLDsDiVxjDPogjOqNWofCZKmFgotgyFUGZRlUUsEycBsgy5KACAvYagLFXBgBBPNVAkRlwhcRIW18RW2mGYP5FJF8DMMsd5UASYdKBEGcbfSrBynanFXhb/hFKiQi2Ot3jsWtfH9r2cwi21WRMsmFA1M2EFqNAXMXmMuw8UrTTFY/gxY9GX4ghpniXQ70ZeG+Sm4r7anv20gMCTQPl1dPu4lYgYwOrAoCrycfTZdxRbUh0w/Wv6OMgU0dUK2aohm1HRFraepr+EN0bspwPrUAZBhl5fLa0EanwAVAHywgMowoJywRagc9KVzCCikhpmkUfxPDuAiF5jfMkeDi0LJ4Ep6ubt4Ft7j7d+bBVc+ery9+/5HJeo0L+jPk/TdzT1+0umm2YlQGe575bLOud0ORzOUEpoVZAn7RcFWRry6KrHwXDG4WDGxbjL/cshWR7y4vEj3rk40Ce4N6jYqFiv89NpiywL2R/MmcxaJjo6oHaNwWomYvd3z2d6kErIFbIZMpm3+Ma6zslgwsdPTjmb9Tgb98qSmB31LSVvvsg84GrWYbxoMWgvuTMYc3sw5mzW49FUM9UO8FT3bC9fkSvCZTWitf+S910pfeBUsxuWKqpvlmc7/Qi8mDVKB3KVecBmEzMRLUAzwVEoqUUaIDTjhP32hlqYEwqJVIJMhqS5/kvykCSLyHIteZEqcMBBn/8KVLMICKriaj+qcrVc9Tz7nKq0yNIY5tSijDjMicKcOMgJAq0qly4DMhGykjGzeYdNGpNkoZYGSVGdAlskldtZFdphoaiMxScBGap0TWSS2umabFAj71TYY1PPdmPDncGYfmPF1bLF7z+8zXJjAc4TApvKY0IomvWEZ/ZGNOOEe6M9xvOWDgh+bf23U7CRhncLUNfV35QfhJJBd0m9lnIx7rJJIkqHXtcUGoSKW4MJx90pb18eMFk0qUU5R8Mpy02N0bRtQM4TrAs2z0Ax7C/oNDc8uByUXeJvgRyo1TP68eqJ8/++BzqOwWwEsMFFIbcnmyoUEIHY2Iu2NQXEWjSpMo8RMCuTaAhUSqFuYt8RClEDlVRXMiAUiBjUpmDUHMMemHwyHJCwjFRQU8hMQJojRKAXRcPIhbEkT030az+GSAQikkhzT6t2KVQoCCNASZ2nsO9pgsLI8lpFGZaRiyNJqoIy2DG3g1BpXVzAgaBAD2AChco9qZRpr1qYaZG3KgKVihxYJ9SmM72I2l60QSiFAluWBTJBQJBBEOtFL881M+2YeAW1UJJnVkdY6Cj0QvdNFOg2VKYNhdLgKhDabifJChGpBRthJFF5jtqAbMUFjUBYk8hUOPG9UMIBlCiU5Fmgy/GCYAqpN4xcBU5dyzHfgTJgSpQ2byHNPVncC6w9SxDqjcUAQSFBWrU0A0yV8hhuA0gDE3hWWRAlPKBhh7Iq6ur4FKE0Dd5zvkRGSAg2uQZ6gSAftlyZeH/CqrNhgYhwp1QCPd8Cnz/PlQPyAgtazKgpAaJKENBcGjBq+kh6QLsCfNwgsuM3MCqmm0QfGOA9W+J7vHxQBc2lzdWCHHvTA0au0s7UswzArAqan8z4LkCQJUAUn6V3VHGvevT8FOl8V1OeBwz6C0bj6umnlxQslg2EgMPhFOjtBjt+cDJfjGrAzvlVj/3BjMPhlItxl9NxnzQP+ejhOe+He1xOO1tMZvVwRAWwWOjYJXv9ObU4YzJtIaUgWOeoKLj5JPmmpIRen6Ki3CwLuX85ZLRo88zeiP07D3h/tMdk3jKBIR+X5/Z3mQdcTTXg6bVW3O5PuHXnfc4XXc6mPVabyom8zxIoiCYp9feXXp47wIHHoOkDuGtOKnxbp0xvVirccdu8YsFPkkTMaZgNU+8bYaBtZ+Iwpxbl1NOEFmva/cCpp0VBcfIkPWCbq4AARWZO2pQCVhC01nQOzxFNrbIWCokQEJj8hIBcWf0IvUJJo9YmZUCahyyTGkkWkWQhmQzJcgu0zLqbmnUxEuUu84GBa+cqWqgOgCcYe9UsTArWOaoeoKKA5E7TQlLLPhKEkl5zze3+mE5tw/miw+89vKPHi9xRttnLnKr+NaQJoYiinJP+lMPOjItFh3dP90mz0JkiXFvdHSlv6QEUTVMtqdsqUH/EccZ+f45UgvOrXhG7a+tZVSo3CiV396/oN1d869ER83WdRi3jcDBltmwymTWLsXVdY1eLCRSD3pJuc83DywHJJtr9nqW9lrHXXzC5qG8/c036vncvLZRCNgT5DwRQkrabVtsH9Ul9muKM+M0mH74kCT4ii6jndsAKaPxAQjTMC+bADIqwoTj6E1NEo+goO05qBwknPzQyTJwqgIKCw48tOPzorGCAzYtCKT72pUe0jpIy4wIEDcknf+Ih9Xruosjbd7uHG175E2e6ptIelYPY5Lz84kM+8dpZwWBagJQrXv3iKXuHS51fljtmKm7nfOXfeZN2IzF5KidV2N9f8OUvvU2AtvPQDK6W/rx494JPvPzQRJtXTgoR5Io/+QNv8pGjUaEuZnRNowi+8kMf0Kxp0WSQ6/cCCc8cjfmxz7xFIBUiowQWPvvCfX7w+feJ8oKpFTnUlOTPf+7r3OrP3O5h7UKatZQ/+4U/oN1INB05qFwv1B8ZjPgLn/l9QiXLoAT48sfe5fMvPETFkbMpsbYkP/vq67x4cKlpzwrQ0q1v+Hc/93u066mTplhQc2c45c997uvE5AYUSAdQPn/3AV/+6Hua7gxXXojkT3/yDZ47GOl3soKGpsj4+c98nUF9jVABKggcjbcGM/7Mp18nQro2DzLT/3fP+MrH3tV0AZFp5yBX/MRr3+KFo8uCbgOqWmHKz3/x6/Tb66IdcuUACihUlplrRXvcPin6MsgpxodUfO7l+3z82XMHWK0kJwwUP/zDb9Mb2rKkzldCs5HyIz/8NvU423IosHey4LXPPXRgRQih+yBX3H5xwtEL0zJQQRvffuxz53QG6wIv5BLynLAueflHJkR1PKCm50prkPD8Z0d6usoCAAkFe3eXHH9kUbxj1xapuP3ylNYwKYi2z4SSW5+ZENZlMV/NGhZ2FN1Xlg4Q+Wpw0XFO7bnU47ME1qYwel4SDs0kcYBJ6MOYl4C6yeQp2Pmupem0hULQ7y/0gYWf7OmwYbrniwaXkw4Hgxmt1jV2U/a0CKgyCnkWcHHVI81CjvemRGHO5bTD2+eHPDMccWtvTBDK6msFz54X9CXriPNLHe38YH9GHGfag9yTchN2cbE028u5loAU9QElBYtVnW89POb+aMjd4RUfOzmjHa+Lw8EnTV4TyzxgPGvz+sNb/MHpbcJA8tqtB7x86yGDzoIw8trC+5S1gGwQl6+X5og/Z8SO+9ekQHjqUuZP4frfL8n9Sd0+Mg9I05DVpsZs2eRy2uHBco93Fke8fXbIt86OeOPhCX/w4BavPzzhm2fHvHV+yLsX+9wb7fFw0ud02uNi3uFy3ma0bDNeNtlkEdNVk9GyxWjZ4mLR4Wza5cFFn3uP9nj7/IC3zw/55tkxr5+e8PrDE954eMKbp8e8/eiQ9y/2eDTuMZq3WKzrbJJIgzVpJEoSZKQPm22d/OZy6uvXJq+dnjSVstNrbLC0+4Wmojh8hlqccTyY8Kk793lh/5zJusnv3L/LO+eHWk1tl9qj5e9zhageRHk9GIaS/d6cT9x+QKe+5o2zY96/2CPNI5wHs8pf2f6zUrVMES60x6CsFyPrlQkpQKBoNTcc709YpzEXoy5Z9gRqykK3xQvH57TrG944O2a+qtNqJBwNpoznLcYzewDhjeFdbeP9sI4Hus01D6/6bCzIuYacKM7Y689ZrmssV08OdP4YSHRArCH8lzmkdgZ5HXCuEGMovILhBmr2htUlMs+6QStY/WZNSxTsCWuoT8vzDTz6F33UujgGspKF5DzmdDKwZ7NFUoqLN1sUUqPCbkEFgjd/4xC5sZNaOTrkEv7gnx2RrgtJCoASgsWjmDe/emDmssCeyIlA8NabBwh7WqAwdjq6Xm/+m33SNNo6ac/nAb/xz55jvYx0Wwnh7JwmF03+9W89gzIARoWaBiHg/vt9RKgcsAAgUpALfv13nyNZR05tyuI4Gcb8q3svkCdvOUCgJSmKs4suk3kTkZk2tGpjCt545wglNADIVeikKFIG/H9+/wXmy3pJVSvIICHin339eVbrWEs0LJOu4OyiyT/NPgKZcejgVKkUv/PuLbQKkoAMiCBCIiX8y2/dZb6ql7yUCQmrdcyvvv5RNqtIq8t54Oly1uI337yrDW8VWvKBrtc7Z0OiwIAE855W7xL8wbsnXM5bBKkq9HSFIssEv/PObdbLuLAnCTRzP502+Np7J0gpCDdSn8QKXfezyy6TSZPA8MdCGRt9Aa/fO2a2qhfqaULfz5KQ33vrFhszNnxpj5PoiBBpQKFdxOajBu8k+wb4mItSg5CzRx02aeQAvH1HKbj/3pB0oU+gVBQ4cJcnAfc/GJJn1tZIGQceis0iZnze0qdsdtyj67GeRPoUyvStyKUDBPNRjWwTGFU3CwZClFRMJ/o0T/iSFQF5JlgsIpxjAk9ikiQh0lMl9dXVkiwkMxI9m5et9yYzqqbSU6E1a4W2p/HesVLrAH1Sajdx3xYxouRRyIIxJSCo5+RCn0RX7Iafpu9kEorxpMXecE6/t2QyaW+rgjl1aJjPm6DgaDjlET2WvmSnNGjMC5Ukc8HVpMOgt+R4b8r5uMt00eRNecRHD8+pRxnvX+xtn+4KttSa8izgctSh111xsDdjHLVYrZ7QU1OVeRXF3NHq0oLSwFPauP1y2mG6anDcn/LSrTNG6zYPxgOSNPpwzK7XVDIXzJcN3lrX+aCWctyd8rGDR6Qy5HTa42rRIU1DJ4HIOxHpUaOS2TXo8Np7PrH6GXfIet0puHdZSC2ByJvhztxcMY6fcL748JXubqI4WEvCzYbLWYc8CbYo+9DLws6XvYOZgl0yvwUiyVFOKnFNu/gV+FBEFWNO1QLyduiyDwJFs5Zw3Jty0JqzyWPuTwaM5i2yPNxhXSCKLD3+XsU7kL/Q+3OnueHu8Io4zHl/pKWWzumGl2XpVatubbn2ypRXoSBvXcPSC6362OusaDc3jKYdY49T7ZTtRhQBNOoJLxyek+Uh3zw7Js1Cuu01w86Si2mnUGPdRViFDj/fvd6CbmvFw8uBVp1zg3z71TDK2esv2CQxs3mDOFrsruuO9McD6EgJiTcTnLqI2ciTgosSxnhe27MUebh5aL0ZJZWJ51TiBGplb/nASg9StfZys8caCNRGXxfGyMB5UJOSfCYg9JC8ZbqEIJ2F3gZh6M4VUgmSeYTvg90yXck61nUNCqbPtsVmZk6rzOmSMIyVygTzac0BEn8vkhvBIqlpmwrHLemPzSoy6mDegpbq06vFpG4eNUDLnEhKBNN5g4Ys1LusK+J0E5JtQnPRMqe6CZZz7TnFOiOwNhgKGI20nrOw920XpILRZVvvByHFoaiAVVpnddUwtCkNXASIUDGfNrSxv2lzpUAZ9ZNHV12nu2zHiJAKGQScXfUceLRAQEjFZhXzYDVw4MEu3ELBeNoqVPssZklygpXkXjZwNPiAVSJ4+2xYceSgv6yTmPeXAwPegsImRcHVxLSTAZcS4SRIpw97mj5zvxj6gjcf7Dv7li2HAHp1L96RIFDMp3UW07oDe/YUjAAePuobpwUS5zzC1P29e0Njj2O2b1Nutgl47+2he9a5l5aK1Sjm/lXsxoC/W40fGFUFZQgRxhOhgNNvdig6pWgnuYGHr3fL+4MFJdOQRzPt5UYIryypmD+IvWVDFU41gMs3mpQ2f5sSGH2tVdyz3otQ5IuA+dcbFGtK8Vr2wHfd569ViuybnvGWwqjtKcgg/13r3rD82tP0nU3d7ppF2mQ06rDXndHrLj2PR9sNrxQsxnUQgqPhlPOdamw7uD1vq1JSMJ60yfOAo+GUy0mHxarON09PeP7wnBdPHvHO+QGbzTXOBjwVOSVhMmmxSSL2+gvqtYzprLl7zDjAtouJ19eUz9PuADugHSzcv9zjct7hznDEq7cfcDbtcT7ret7gdpN+0z2VC9brGu9tDrg/HjJsLzjpTnl2OOJq2eLRrMdiUyfPRVkPxp/f1wKeXTRU56UHJUq2d37nFRuDjD01Mz+bUt7mQuXn1m/K3aKXMuH/KOxgrq1PkYKNRCSSvBtX6N/10i7oZPgAB3Kq7bgD9DyJnVi1TAdIhHPJPWgtOe5OadcSrlYtXn90wnzdQEqBSBSEOCdOIpOaRlUp4hpShFA0G9qBQb+x4mzW5dFUS1mrkrutd43GjfTAU8nTrFefXSmOc4a9OUGgeDTqaUP/LXsmn/GwNEO3teKFw3NGyxYfXA2RMmDYXdJprnk07rFexwYwVfrwhhQEkr3+gk5Dq6ttqupqlXYMo5z9wZw0C5nOmkSRpF1/co+gfyyATqGX7i8YlWQXF7u+lmxvTPe7Oenb+dhrovDKRHXQej/swlia3xV67CBTxmW0M5xWZQPoKv1QSKYkxYmtwDGFriQbL8XW1Stbq88ZgGOZHaUQ0mtHawsEhuGnAIhGeiOEvkeoHOhw80nh7CusgwHLdIVWSkPBxFr188DYjRBQnJZbCZhx/axpMc4IBIWUzmNKRZqjaqF7FpO3jIyq1jpF1aMiP7u+WLsRifFWZ+sCWM9kDo3Yk7piTDjpFGgpjJPqKCzg9PvTgmS9qBWdLjK90BaOKuwnhU2LdUxh6u87cNhaVO24N20WZKpkHGtBSpCrAuB5eejn0QbFQhRjwo1lUz0vto3wsnB8jQicGoFIMsQ6QXVahVTKjAkr6fFdYGPGinLz0LSjP05K46B4RjupkJBlEEXFQivM/LPdUfW46DeCtS9SoLBlKdeHhZez4tkiD9NXopKffd9XS/IZoVI/KK9OtuN2ACef7tLe5K+TesztfPVp+o6kPA/o9lbMpk1Gkw57+3O6AmbTll5LdyQZB8zmDZQyNjuiy8Lzxmbd2Jf2hwpjqxRM500yGbDfnzMJW8wWDb51esxzB5d8/NYpbz86ZLGqc21QPm+crlc1HmUhe4MFh/tTsliSZpH3jCgzVcIb79flbSuhvN/2EFBpj3RvnR3Raa55ZjjiqDvjwWTA1aztxW15wuTtCyhj0zTpcTnr0qxvOO7OeOnojEwGnM+7zMYFCHR8gaPTXfUrVC7MgaPdbRskhoEu5aPM2q0IZ5kxlK+AI1e01+7X1bN42Lsmth4qaZ9stand05Rnm6XXjSCVRnpUpkHvTcYNdDWvx3aaWV+t19Freelq2+p8RabbUHlcr2bk1wyOxgybS9I85Gze41vnbeOgoqiDL9UMVjnRVcLm2VaZ9B00CaGo1TJOehMOOnOulm2+/vAWSRJzkxOQUjVyhVjn4AGd7TbckQQ0GgmdvYzluqbt27YcBWwXrrc+7Vnt2aF2y3426SHQ7p/rUcbpVb9iT/MkfVgBOVc7QI6fldCxpvb6Jq7OrEUYSXrdFbPLx3h+9NIfD6ADYE8obaoyC2aTVxawOEbeZ1BMvBpfHcVk7RgYzHconnHMfZVJMs9Yl7NG1Kxj2xjRiScp8plyQDNlhn5hJ6NlGG29CgI95s3ck3iSm8IYW3iLps+sFoxiQYSVdjiJgluAhHtW5KIAjnZBVTZ/hQwLyQ0CrQ7kJAae0b6JcyLAnf4pCjUjUNoYP9eElYzPbd7WG1sYFl63co+XlJpZj650QFYVCtLDdkmCoXwbFdvOXnwgp9ZlA2hK5U4B3XseAAhS7eJaAxJVotcy766vhP4u4xAZhIVHOptf5TTYvevGIEVb2+ERULJ30rpqyoBJUy9jQ6Prp8pgyQ6XHN1JSgMiuwlq5w5KX4NCimGbTRXXHRADVC1C1aIiL9vWdm92oM3cd3XyJEs+mKnMC1Gi3xATxe6is0vYtYmV6BDulpMyVVTWrkUM/pqwa5/w1xkPhDgAV01Vz2rueuUZjx53CGKnqF1DfEns0/QdT4t5nX5b0TFg52rSYW84R6kV81mzPGQ8Rh+0zY5SgoPBjACKoKJmL3jsAbeC5aJOngUcDmdEUc542uLd8wNOBhM+dnLGe5f7jGZtJ6kGKAPx4nqWhlxcdul2VgybExbnEUJ0TR0q+6UlwO7J1SFWZf6qHtss4MkFs0WTN9Z150ntpDfh/njIeNEsqwL5+T0u2eUoFyyWDd5Z1Xk/2qNvTvtvHW5YGq9iUZyXVP2K/dBbxzzJ/s3MoH5G21b4i0JBl0gktQdrZD1ARYLkmabXPKJYy/w8r53Dqoid5gowrztbVrtxVmn3QVK5fnk71KpgO8CcCm3ej0EHO5O3nm69t11WtU4q1ut0ECpatQ3tekIU5Dw7vGJKizcenbBY150NUVHvbTLyTlT2yubtr25vF4o4yjkyjgbmmzqvn56w3NTLUtubhoNt/igg73rj+brqeu8GgaTZSKirjIvpkNXadx1dLci2leZZwkhyezjioL3g7YsDRosWkYmRo5Tg9KpPlnpo09Fzc18GgeRgoF1IP7gckCTXOB4wWYWhZDjQThPG0zZBoOh2V6zWMZv1k+9N3/9Ax5/k/qJrQUQJsFRUrLw8SnMz8AeGuRGUQUmZmagu6N4E2jFpHZMkrVTEiKm9YlHKnDyrUlmlTc5NPFUMQp+5q1wTShovIZZenbdjcAPvWelFmXde4igkRI4pt1wTTprhpD3WLqK0wFJIIkz7OCmV/7xvBGgZAF+ClcmCWXOnnMIxxMp2kbeXFBINQT5oIjYZslvHemGz4Eqg62FtcJTAxFbB5W+DXaIo3EULCnuJUHuK0/clEBZeznzpl62mVdOzQ0wawOZ1sd8cmLr4zLzt0lI+CsQy1ZLzulHtysEGBXVAy9Bl92zflbY/tp0esf+8AaBS2vp554Rem5X63PajwgNG5YVNGCln6V205FFIpQN5Wokh/jPeODXluTFv6KOyDpQlWKpMq6dCV2Is3DuqmLMV72dbhxKl9ar6vczsFpUxZdrng2to0A9TIBrziPAmgJ1f5tEnZ0Kepg+blBTMpw06/RWdzpr5rMFo1GE4mANsg53Sy7BY6tgyx8MpQSCZzlq7vZ7tysNc22x0YL6D4ZTD4YyLcYcHVwNWacyze1c0awmnV4PdUpIK6JESJtMWwSKl/+ySfDhnMm0Z99l20XUbT0HIdeOsJBHC2wD9wVu4jp4sWwzbC+4MR5z0xzwcD5gsdwCex7VN5bpCkKYhF5Mul7MO7csVt+VD9tsLbt1ZM103uFh0mK0bpHlIESjS7J9GHdcdJBovrsqpo1f3Mn8D9+/pvTa53SBYZGT79bLGgP+gXwm3bFSBQTkFqV5DZC10bW/tVYvQD5VyBCUJSTnrXWuHuH5JqbYFaOP6XJH3itN7Lcm4BtQ4Xsuru9Be05q1lL3WgoP2nCjMWdQglSGvn56wyhtub3R5+3tbpUl3pgrAOejNOO5OWSY13jw/YrGqO1vQIDEx7x6Xrnuket2nUUC9ljLsL6jVE6YXTZar2jWZ+ZuibqtanPKRg0vqUcYbZ8cs1zXqtYzDwYxVEjOadrQK54fcG0ITZ6cW5dq7WnIz/LAgRynBaKJBTq+7ZLOJWS3rKPVUda2UVADZfkh0mesTanCLq2wIVCcgvPRAj5kksh+AhGBm9Pa9MRHug5yB2kjtblZDaM3s7ynUhSxPCqldUouuQl6FFaYHorbWGcoWvkGanrSNYUayCFEbaz+kXxJC0drPWF0G2l2yNWBHENYk9Y5kMYqKTcI4D4g7WoSRToPy3hEI2r2UZB2SbbR+lZMURNAcpqzHsXM/bYFLFElarYS5sbmxzCyBoN7MEIFivdQ+2p3YWUKrm5AmIVkSVhx1KHrdFUlgvNJZBjlX1OKceiNjtmiYKmmXnEIp2rWEXAjWq8iTVGn6e90Nyywi24RO9UohiJSk290wnTeQCKeDSxwTtQIazUSrilAw9yqAdqSt9Ver2OG5YJmiGjG91pplWiNLAwewhNILYL+zZrqoI62nOYAgoC5y2vWU8VIbujqeIEe3oYL1OipMRaRu424rYb3RAeN8XkIHAktYLmrkspA4ICEWkkY9ZbGq6Y0s1O0lEknc1HEQVsu4ZLtDAO16SpoGWhfebgqmr+uNlGSjA5s5gOcBKgywCAwNACJUBKFCrk0/eQeLUSiRCH2a7EtJgCjS7taVnzcacISR1AajQLDeoEzkeSF0QDKZCk8tFVCKMNQbvHbtXQYSQaQ0DdIV5OZLEBgX7RbEWEAhQISg0l2gxNBqQK2W3urnlJWglSRA+rcKA6f24WVUADRfimPr599TFOuNZQaq75nOtvY6Tx0RfPeTlIL5pEm3v6LTNWBn3GE41Bv8wqip7UxKx9k5lX2O96YIoZjMWs4TVJBIrdO/xRSVgW2ahjy67LPXn3O8r91Pj2ZtNlnE8wcXtGoJ750faMZkJ2gSpe8yF0zGLYSCg+6UyajJRtUq/Ls9FBDFgmFTiV7hYXSzwFlm1FMdRkEuAy4mXUaLFvudBc/uXZENAh5O+kwWLS/8gU8Hu+tUaWf3VQrSNEIpOJv1mD/qctCe85G9SwKhmG3qXC07TFYN0iwqmGeh6XdSYrvWufK99qgW6j2o4oAsDqD3JGo7BlhJRTjPyLrx1j1f/Wk7Dg06htKWNG5XOV5jimLP3gZh2/RtZYPez8kVeSs0B41S0yeq7VMFTgbOBZpRbplgq8PmkjiQzJI674+HTFYtBvMRfTUlz3cEjVXXfF7bFPrwNo4zDrszDrtz1mnMW+c6KK9yzpP0eh+NNqSHjce37WPLLd8PQkm3vabTWjOZtwimYSGVK2VaGfimaTvNNR89PGeZ1Hj99IQ0C2m3Nux1F0wWLc+G0M/n8fSFYc7R3owwkDy87JtgoDc9L92Bz3jSRggNcpIkYrm4QaX2mvR9714a9GTN7obeib9hXJRCdgLkrcCJnN3JPyAPBfmeh+4p1oHG3Zyg4TEyRpVERIroxWw7+JYQBD1F68WNt0Ar5162fTuldZJ4Kl7FIDz4+IRaL0WPMK/M2YTnPnZOGEuP0dLvdvoJH33lsijey+/w2QVHd2dmjfBcICrFC69c0R+sPVUovVIHLckrP3BKXMs0k53r60JBt7/mtc+cYp0/FZIMxa07E26/MHaetYT5C5Tis5+6z/HhzGtcNCMeZXzxc/eo1zLHMAdGgnFyNOXzn34fIbUqlFDK2ZO88vwjPv2RUyNJKIBpKCR/8pNvcthZOoBgpQ31esZP/cAbdOobXSdp3DRLOBnM+LHXjNtsXwIi4YvPf8DLz505moUEVdeg5ydee4u7gwlWcmLdZ7fjlJ/57OvavbRhNC2Qe25/xJ/93DeIAlm8YyQyn7r7kM9/5H4RW0eCyCDKc/7UZ77FraOpKysw79ajnJ/53Ov06hvdTrlx/Q3cGk75P33+W0RpSjBPQErt1lXAyx8544dfec/Z0Lg6KMVPfupNXji8ci6TrQvxRpzxJ//Et2g1NwRJ7tw9V8O++9IZoeDW7Smf+4H3fXzr+vtzn/6AF198hFWxFJtMA6VA8cM/9g79wcqBJ6se124m/NhPvE3djFEadWfPc/uZCV/8kfeKeaVMHYCPfvqSZ14el+aBUNr7zpf+5D32Dhe4U2dTZljP+fS/85CwpsrARMHwcMmnfuw+wlvLLUjbf2XBnddmFX5C/3jmh6+o3zLupf0Nva649SeviFrbPpOiQc7ghxYeryHc+hF9JCN6xXvHAjKhqH0mJzySbg1wj8QC8UXAOpZ6qrr23UvmVEhKwWzaJAwlne6aLAsYjdq0Wxs63ZVRGlBb7+nv2l7l4WWfXnvN3mCHq+pSEuW8TB55FnAx7rJc1zjem9BsJCxXdb758ASlBB+/dUqnvUbsso1wi4X5LqH162Nm79aYzRoMWwv63aV2X22f8cjZ0rMrMf6V9hKV3zvezbOQR+MeX79/m/N5lzvDMa/cechBf0YYWePPHfV40mRoklKrtr13ccDvfHCXbzw6YZXWuNMf8dk77/Pa7fvcGY5odxKCSMedIQCsHbhdW93Bi/L+bON4BULlfvXeNeQKtoNf7nouEIVE0C1nH7aRdJ8VbsKvA243XwtWOdEo1XtWqiXzuwVERjUavTfUaxn7vTkfOz7jM8+8z8ePzrQ3was9vvb2bV5/eMLFtKsDUlZBzE1k7byn+yKapzTChGf2R8ZV9Ia3zw/45sNjpoumDvrpqXorIUiOmmWQc12ZTzpOhQ6iebg3oxknnF90nXrr7kzNp8k/CBSH/SkvHZ9xPu/y9vkhWa6dDux3F1xMukydhNmbQI8dfooozri1P0GgOL3sk6YVF9KVPMJQMuxrkDMad0Ao+r0VSRqxuLZOj2kedZ3V4/d4mk6n9Pt9fvK5XyAK6jjjYMC5XTQqHk7H3peyKM9mxc/YnHaWggsGleMZu3gbdS7XqcKWaR6XSkezV1CopHgI2ZYRePkJ43N+MoXVmuDWISr0FzFTkPDeKz50noH/aEGbErho9EX99DMqEFr+l3v52GxCtCQk99TmrHpfaO6nXiuasoKaPi1Xynd6oOmOkiXi175J9twh6at33WFeYKQA6QaIwqJuQksBCHSgOac6JnXb1uKcVIZadGzKsU4B6rWMdaZPK2UkCiAUKcJYuwSu8hlxlINCS1IEzpObEtCIM5I81J5aHA2ajno9Y5NGKKWD7DV/+x7LLzxLUBfUwpx1GpeHgfLKqgYuVZr2LNURr0tG+YEGcZt1VEhZABkKIiT1KNPeUqCkKheHOQKMV5aCBoWiVUtI84gsCwopm9lkGq2MzTKEjdKSRVNm9AfvE35wTvLDr6A6TUNEoQccRTnJMnZ02zLrzUwHn1vq9hWLNSKOUaGg3kvJpqHeQAxgUUIQCEmjl7KaGNfvnmpY3Mio1TIWE+vlrejQuJOhckG2Ch0NQikt4exv2MxCo4+Md0/RHKSsrmLUaKbB4qAHCqI4p9bNWY5qHnjThyi1doYAklno1hIrVWnspSTLCLkWZYAhFPX9jOQqQmUU7ykQsSLsK7ILUbi/tsxCV88/OTKE23VBKcS+gCXaC6StkxlXHAVwIREZZHLDP3nnv2MymdDr9Xia/vDJ7k3P/He/RNCyHvP02tbrL8nzgPmsQRRJhsM5q1XtepsdL9XqGcf7EzZJzMWog0pF4VCkGBbF+7CVhxDQbG3Y68+ZLxtM53rOHg+mnPQn3B8NuZh2nBv8UjI09X9zSuPdBec/c4Rsh0RRzqC3JI5yRpM2GyP5LdfBI7AkcXoCpuY60aPdgiKpvaj1pwRC8mja43Le1g4TqrjhCVLtUcJz/8P7TH6wx6OfPdgqMkwzal1Jv7livzWnXUuQSjBZNxmvmsw2DZI0MgywBoYlgCH8T+9HSW3VBxAl9Ff5fd21m65rz2lH/+CCRz+z78Vjua4v/HzUNt3Xpl3v7XhsR1YCIFBEoaQdbhg0l/Q7K5pRSpJHjFYtrpZtFpsaea7tcUUidV1MGUd//4L+b06599fvsjmuldt+V/LpEIpAKJr1lFurC/p3UqZZg9NJn0VS133rV7Oax66mcBX7cMmX4syXDWazhuarQkH3d+cEG8nkC9W1W7ntIIpz7u5d0W+seOfqgOlCH7rs9+eEQnI+6ZImkbf+VADadTQbvutkb0KShZyPettS1VJ2WrvCqqs5SU5vqUHOvAxy5GrNB3/tP3miven7X3XNnLYKoKTL7tu1ePqcfnLXrUtp965ZcyxocQDJA0r+xBVe3tIAI2vP4zxCefSWQAZeGRTgSSnotFHCy8vWSZjK2Kjx4E6NFKLsAa1UXyCnUKfBAB7DMBZqRAWgU8Koo1l7CWECn9l6ZRiJh83PliVQial3oN16g/H0JSFPAiLDLPvqWhLt6tp3YCVMW+V54Ly3CZOPfkyQWpU1U29fY2KzNqpbpgxnRJoKslRsnZAGCrIkcE3u+sxoPyZrvYEGqmh/DTYEySo2qmW2TbRkRGUh6yxwi4897QOtR+zMrGwy7bLZmIClthCbctgsLR24thdK12udxEWe3mtZHupxL3DOAyyQXC9iCASBct3mGIX1TC8lwo43j8G39NpxbOuVJwFyYxxh+NJAIJkXcQ1ErqBex0p3NuO4bNtiylEIVqOaayANMnWnpMuQdBmWJJv2/XRmQZ2d2+YZqVhc1UrtKqS2YxNSsLqsFWuCvgsosiQgvwiKeWrvKkjnfujzMi3ry8jY+lU6O4fNo6goQuAk0iqB7NxbPyjWNDk1faGPeXCHJwrUpWmfwC/IeFY8lSaX6qB7mr6jyTE9emLKXDCdNun1VrS7axaezY4QitmsWajYuG2mAAvJJuLhxYDjvSlH+1POr3pal36LmfcARgUwKaXV4bIs5GA4oxbnXI3bnI76LJMaz+1f0mlseP9iqE9mlZeHVUcLYPnxLrKl51WWhlyOOrRaG/YGc1brGtNZs2B6dMnldqlyg7tAz7VAyNscMNKqSZfRvE2vteKkP+GkP+Fq0eZ81mW9eYz3q8clVZCiBGRxRLbWkrbTSY8olHTqmhm/0x9TCzOSPGK2aTBZN1ls6mws8LGk22o5cOPxKP5vR7R74WZaSweq14El7/GSVP4mrtZbA9XWgNvxuwLOfPIrxWhQA0IoojCnWUvpNVYMmitacaKdRqxjzmY9pusma+PNbGuprwXXjJdrUoVEfU0z493mmuPehHYtYbxq8frVPquVDiDqeyvdSqr4FLnnfe4mgHUtfVqCNegtESjOR12jXiqcp9XdhevyhIB2c8Pz+xdkMuD1sxPWm5h6PeOwP2OTRpxP+t48Fddmt3VRQKOecjKcsNjUuZxUDkd2dEMYae9quQE5gVD0rCTHBzk+X/yE6fsf6EBl4lRayL9nvlensw4MueMdXwHXggxZdDR5rh0G+IyL76SgOpEsI3INqf7BjgNw9iT2OjeyUhbMjETHzvGkOCWVN8MMWf/sLllDeOu33TDpOiiorYvnZc0Z/2u3k0IVtDlrESsxk8ZjnANoHmMM+n5WrA7aC5iZyLkqYUQCbbchoHAOAIWTBFsvj+HTLrwLWx4hvPdse1tnAl5TFfuQKsCbtO6NPfotMLY2KIoCIOsmIthIlLB1MdDMbHYO9Fhy7HXPSUTpQNPL169D8VzhXKAAIgIHZu0w8MaFpd2pnpnx7APQEr9kmHDXnbZsL6qzMH1raSw8wRWVKej1rtk8c+kfBFEgWH+eqqJeotIm5iULkCwY8NXXtttUFW1Wne+lB3VuvkRplynCVjJArjhM8OiwA8DRzvZaIgLnwdGpnNgx5Y9H/L7z6isq3ro8dYun6buR/DFmwE4WMJ206PaXzmbnatxhbzBHCJhOLdipTnSdsiTk9KLP4XDGycGYR1c9oyriF6cIpxl5z27/23tikkScXfYZ9hYcH0y4HHeZzpu8kZzw3MElL98+5Z3zAxarhvZCWq1T1eGZFCwWDTabmH53ydHBlPGsxXpV27Ft+QyZmby7GNQttTVvwdyRXZ4HjGZtJosW7caGo/6Ul2+dMl/XOZv2mK/rheOCJxn33nwWqYJYlF5TApCCVIaM0xbjRQsRKGpRRquW0G+suN2b0IhSlIJFUmeybjLf1FmlNbI8MMbroto9O3gHb/Gu7lK2TXauP9dV1KwTmW88WX3nGnBVGk5q+x5s7/f+bQNqgkBrHrTquq06tQ31KCOTAYuk7hxArJMImQUoYZ1AVAt7wnTt41pDIo5yBu0Fx90ZQSC5mHd491LbrjmVLoHmV6TaHTC0lK23zlfLr9xy9+30CnXwz05zw3TZYL5oFGN3Zz1UaTiIQHHYm/HMcMSjWZeH4wFSChcEdLzQLuelPVi5DiBuAVNjO97acNSfMV40Gc/a5QMa5b1jPqM4Z68/J8tDxtOWczyQJDGLqk3Oh+xW+GMBdExr+oPfzgbhtbTXWVvjy0xKxwhV1Lo0CJDeWLAZBcWELjFGquy5rcqA+c+KMm2uzAqVjqFyoMZzruAZoxUSFaWlN4YBU4H9Uq2Dfl8DFr3pVJn7kgTIO9Ev8WRmv7L5AcYdsX3EMJEmIJvy3tP0UeqnwnVnweM6CZbAeRxTwngns2AzNP2FDVJaMO66PqLw8mWHhzRd6ZflrfUlJt78+cy1W8+sfYpff8AF7UTTVXSquW3zD0AYqKhQzi12tY13gRxdD4mwrry963Z8O0/dzqOaNxbdKZUqJEj2Mdcfngc0Px+bly3L63tN945NWFG4ufbrIi14EK4O2gsfGiy6gwYzDlN92OD21Ip0RpdvGt+X0HqgqQR+/EHtc2hSFbT6ap0CZ0NUaoudBxO2QXas5KW8TSfLSj4ldbeCzOtAzq6isWucqr78NH03ksikPtW1C4sCmcNs0qLTMw4K5g2uRh2GgwX9/pLppKUZEH+ye9/zLODRVY+9wZzbB2PORn3W67Lxumx7EsJdTJXS+VyOOnQ7a46GU8bzJrNFk7fOjjjuT3np5IwH4z7nk17FK9s1nIjS0p2rUZdGM2HQXZI0EiazZhHsc7uFPkxz3pwMfTIXzJYN5qu6tunoznn+4IJcCc5n2plBatSLbxz+3jYsa9UjdFHs/XbvU6BywUbGbDYxo7lWzYmCnFa0odve0G2sOe5OiQJJJgNWacx802CeaKlPkkfkebBlp2CXxGJtgp3E+3xECbConY/JWlC5rbwHzHqS6v2h5JXUz2RHvq7tjApYJLWToVY9oV3f0K4l1MMMgWKdxSySOvcnA+abOkkWObXl0pC71pHDNem6oWWvO/W0hMPujL3Wkk0W8XDaZ7zU3gTVjoqqUBT24DeUHaxy8uvA0DWvi0DRqKcMukuyXM/zJI22u9J/3xunAqjVMu7uXdGtb3j74pDJokkQKA4GM+pxpoOAOvXSm+uwhWMDRa+9Yq+74GLa2W0nVKEtjjOGgwVpGjKZFSBnk8RlxwN/iK3ojwHQobC1UeZfqYO8EVBxNa1fLhYOYUBIIan3ToONJb4wo8O5aVYUzIiojEL3TKUHffU6B8gq9FIw3v5JtIuHIyjyKJURlMqrqgCVVO8Uheqbz+QFhfRGM7RG5UxQOn23rp0tUyYCAXnh8MG1Y6alTtYhBFJ4J804sOD2dD8ApFUNE8oZ/asAA2i0W2MbvBJw4A7XhzgJjAqEcQBQrKAO4GWUFy+3E3h9YZ00mH4PZNFHWgJVXo9FTuHIwNDhS0kKIGDawcSzUAHOUYEd0lpNz3MFavvCMVAKMok2pqJwbCCK9rXt7UAPoKxUQlLmqTx7IG0KJopywAUtLddBuf7E59M8Ly5lgGhtnOzYphiDbqwWfVWo+5uxIZWWqNp6FcXsvObGnJVYSVWMySrj4IOV6gJcBRT+WrI1123hbjLjHwa45HlodO+5a6JQXy1eoDAO8+JsIfRcqZLhvEpWK/MdZDSfpu3k7CWF17cCmcN82qTTW9Ht6rg6V+O2BjuDBZNJG+kfJFS6SeaCy1GHvBdwsj/mfNRjsawX65oF9e5EZ0dSerxMZ02SJGJ/OKNey7iatHk46jPf1Hlu/5Jec829i33WmyIG1U3jRilYrWokSUS3s+J4f8p00WCxbJhghhUi3DyvMkyVayUx+HWpWDMUgvUm5n4y5Gzco9dacdybcnswZrpqcj7rsljXd9sVeORt5V1wylQPTfw2wKzVaR4xSUImmzagvTnGUU4zTujUN7RqCXvtBbVQO+dJZcgmi1mlMctNjXUSkapI26BKsS0FskuBT25FDWAHzwp+U4rS4+VkgLr/bJmV0o4CwkAShxn1KKMRp7TihFacEkcZwVKS10LWKmaZ1Did9lkkNZIsIsv1KaMqk0x5MawQvjPdPC5tPtp7Wk6/teSgo4NjTldNvvlIu1qWJQ9tYve4eIKUP5HnvKKYKMrpd5fU44zJvMnSBvSttssNIKnfWvHc/iWrpMY3Tk/YJDH1WspBf06aBzy87Ou4UKV8dmRo73u3XCDQ5pqzcU+r8l0nCTLvx3HG3mDOOomZzZouGOh6E+/2rvZtbkd/DICOQtUE6fMxtTfTwr0jmumQgwi5FxC9m229Ke8EiATEucdEWAbnReABiCWlQaFiCJ4H9TZafUqBQulT+x4Ee4r83cpKAMTHOUoKsvNthD98YcX0rE4+C0pS5CBU7H18zujNNirFgAXNmNe6ks7hhst32uVFVin2ThYoBOPTpmkJ4Zjmw+dnzC6arOdRGbhEcPuFKQ/f7CFLTSWodzP2Dxc8eLePU5kxqkvdW2uCQDF+2CwYXeME4pmPTBiPmsyntQIIASKSPPPREWdfkySgvW2ZLmj1E7r7G07vacNvX5Kyf7AA4OKqYxhXA2YCxQsfueDBoz7LVextAIIwktx5dsQH94Z6QwuFkzZ02xuO9+e89e7QNGFxunV0NCOTIVdXun2D3ARMFYoXTq64mrQYz5slda44ynn+9iVvP9g3i4nxGCOh1UoYDJY8uG/a0AICBfvDBUGoOL/qOG9mGhQpbt2aML5qsV550bqVIhSKo1szLs46ZqMAAm2U2WimDDorHj3quoUyMFK7bneNUIrZqFGoq6GBy+HenPmsrt13U9wLkRzuL7gYt8mzYvUTUhnVB1x/YPoToNVKqdczJpdNHGAx2Kzb3ZDnActF2R5HAN39NYtxTcfnsEDEzIdWP2E+rus2QoM/FEQNSVzPWZmo5kXsJkXUligpyFceUDM01roZ2TJEJbh66cIUtU5OOtUo2fKMSmiX1EFDkc9sWxRgKGjoL3Jj1wDlXFcHTYVKhHY4UEqKoAVySYFdTHsQgIhBrSiAl6mXiPSQJTEUegceqi6M/Zwdg8qBYlUXkNg2+DZ38afp8UkJHSOtJEnHDSSZw3zSpN1b0e0tmc2aWrLTXzAczhmP2yZGDZRBuAG1UrtmTfOQw+GUKGprz0k+o7bLIUBJUqQ/1uuY04sBe/05tw4mXE46zJYN3khOuLM34uXbD7l3tcd41i4zIzs5aH0tzwLGkzbLVZ1Bb0mrqaU7m3VVnc0DND5vuwvU+OBHbLdJ+VrxNctCrqYdRvM2zXrCfmfBRw/PkUpwOe9wtWhr2w8ptgWu3hq0g6DKpyp4dAd2wNfBzvOAPA9Yb2LGCw1+hFCEoaQWaaDQjBNaccJBfUatnlHr6MVVKq0ql2QhmzwizSJSGZAlIVkekAUhuQwcIFIUwTGLM12BCJUGKKG0Z2OGDv2ENlvWEo9QSMJAhyWIg5w41H+1MCOOcuIgJwokgVDawYyRVK3TmNN1k1UWs0kjMgPUXBwiPxUIrXrH74Tr7/sHQ+ZAzXmGE8q1b7ux4aAzp9tYs8kiLuY6PlOahgacivIY/G4noQFEp72h21qxXNc4u+xpBwsVTF2uq/9Dx/W5NZxw0J5zfzLgYtpBKUGvs2TQXhWqav5Bw85OqMxDcz2MdDDRepzx8LLPJomLOberWwTU6zrWz2JVZ75oEEU5ve6K1brGalFzfNBOkP0hAc/3P9AxzGSw1sfmTjXUnkBLwNqAlE5pFdj4GZ66mgOY/gGqmfz+b3eI61TJDIMT2tMh73lpFxPvmvOWI3RALsczWc4TlJJQjyw375hEEIgIopbNv6BfKEXYlOQqcEyTW1YCQTSUhOPq8Y8GC63BBhF4Njgm1eKMwWDFQ9XDxeAw5Q7aa4LIAp1yvwwHKzaLiIWs6foYOkMhOdyfcx5uryTNesrtwYzTd3v6xN2qokk47C3JVMDlud5snc2QgqODOeNxk+XSMs763TCS3D2ccHpfq18418gCOvWEk8Mpb9/b86QL+t5+d0UiQ0YXLb1ZmYBwAXB8NGO5qRFMtETAqvZFoeSZW1M+OB3qmC1unVW0mgl3j8ecftBH+apcAo6Hc+pxxsV5W4M3AVIIgkDx0rOPeH11i808LtmBRLWc1156wFfHz5PN627MAOy1lnzixVN+9VHHnQoLCSLLOXphQhjBfNQobDSErt8nP3bK2+/uc+/+oOhLpb27feFzH/Ar//wFVpsYt5FIr1ADSn0+4+BkztGtGf/6157dUpd78eOXLCcxb7xxUABkBSKUfPrzD/id37jN/KpuaNeZ1jsZn/7Bh/zLX7lbOoUVCg6OFtx+bsa/+ee3ijlhJtXdl8cki4j73+iZ/ijG/MtfvODNr+2xOotxkhYBUSPnEz/yiN/7J8ekHjcnlKKzv+bwEwve+tWDIvaNWVeGLy2IUJz9btebXPrj+AcmXH2zw+Y0KoES0YDBl+eMfq2LWigjvdEbbrivaL6cMP//1qlwh4QvKGQD5Nf8q/o99XkI3lHw0KdBQATBj0jkvwxgUWHAn6bvbPJFpNckKYWW7HTX9PpLZtMmo6s2/eGSveGc0bhdqH3tYOaVgvm8QZYFHA+n1KKMy3HnmiCaaut9P+VZwMVVl057zcFgxsx4ZXvv/ICBiVszaK6YxSHJpnAmUpZCUh5TSjtROL/s0m5tGPaXJAbwuJPlnTSJbd626onuiTy2efQIUFKwXNVZruo8GPXpNtccduYc9aZs0piLRYfVONzxvodcdla6knzGvaphYfc17zElBUqGZGnIUtQZ0XYvCAHhWBJZkBHl1MOMmgFE/TAn7Oj7YaDccqSBDgQUNn1KCXIlUCuQnZQ7d5bQFEi0V8vQHuoI/awQ0pjLBuRKkMuAJA9J8ohlWiNZRyRZRJKHZLkGW9pRgLcveK2k/HbxGquqHnd9g17DCfuMv+GfVRhog/zGhpODGcPWEoXgatnim2fHrDdxIR2rFuH4sevo+UMmocFto57S7y6RUnAx7hp7IA9sXAMi9Keua6e54e6tGUoJHQB0UyMKJfu9GVEoORv1tCfE6wjZ+d0mRa2WcTycksuA+xdD46H0prmnaDZTBt0Fs2WTxbJOHGd0O2uWq5q227vp/V3g7jHp+9+99LN/jUjUK4PCLC6lkxRz0zDqKs8Rod1AzMpgjN0KL20eorHJnpiKIi9nA+Oewd0r2fv4v23+7rt5xqgcqMlUXx72Kau9lBfOUrnXqcqFwfY7VboC7/Tct0Go5u/aSr+mg3zZfPDUyDwX3bYfTJBRJUAsN4jf+SbyzgHyxTtFnrZc4b0HpXdBl6tV6vR8l6FRhzM0Kv9dt8IKVCQKVbxK0ipjRswf6OCtwuQhQwq7k+rmCZ6dEQ5IiU1O7fffJ/nUXWQcloeo2TOFrSvlfGUoCKQ+icLYFRVlGbAWoQPJllQnQaDjGFkRfOFZRxVaIsqjw9Q9RG+SujxV6o8wNME4FSXVv+DNDxAPL8l/4OPQbLh2Bg0kApQJulmx7zFRw5W0u1IBkoKwCNRZ8uomIIgLOpz6mgJC9FlAhrun31MEkR4/UgZYCZAvJVK5JVsUanQogliRJwImMz0WBj1ELo2URaBS0+5ee4jIjDMntSnKE3WBykx/evQhgBraRbvbbIt6EaHdenttC6DdFgpE4q1JtsyGgNQwEP58VgrVEoiVbu8sX/NP3vsfnrqX/g4m5176v/9PCBrNMk9cTWbQCwHt7opalDF/WCNt1eh1V9RrKaNxhzQJKW9yPsOnx1AcZxzvTZG54NFVjyy/OWifR0SZOKH1/PcHc5SCq0mHNA2p1zOe2bui/dUFD857XHxxvyI92s6qWkwYSbrtFc1G4k56d7qydnkKngQwusWsCoZufN58FcqpMu13FjTONmz+Vsrshzo8+jMH2u2/8g3hd/WDn+nOjsbyCvbgzN2xa/sTRj1067ZzlmW9zkJgpBfCSGNs/Bn7XRhVRrGW9P/ehNnP9ZD1QAfTNupjUmngo5SOAaWUkQ4pTxKzy4FCNfnL1VZzfQgudovbv6Z/DVsTBJJWPeHgf7uk8Wsr4v+sxvygyeWi41QVlevHa7K8qStvSjeNf/uIUMS1nF5nRRzmTBcNlut6MZd2tVspGfAb5Ry/PuIgmnH5AwNOxz1yGdBuJOx1FyyTmNG0XbGv84m8uQ+EUDQbCUeDGYtNzXhWEze+J4Si2Uzod5dMZi1W6xq1Wkqns9bOSlbxNsi5Zio9dS+9lVR5EfTbscSw2U1faJBTYRCdelUVLPjPWAZaAUoWIKcarbyahPtnfgvv0+vpYjXVAMWWXzkZ2jrQUOizmF1lS6PnU3KLqFzZ2l5CFfWydIhiES41sa8+YJlXQ1OhOqgHveXkrd2Asm3s7Bzs4q9KDL9AOAN07N5lnBGImkQqI+Ey6muBIUKhCg9oNtlmFTgphmOQzXVtv1PoMgsTrFQFuo+svY8FXI5ZdrZLIJIMFZtxZb2XKYXIlQ7FZNYIUTRvyWGCA4nGLsYRbfKw7rPtRicSyi6O7UlhrgGEtenxmsH1V2lKWBCYexctmDItInNLY5lex+BbTzRC0yMAUoWksC8zpejs86INCxr1PZk56jzizb2NJdo8LnQ9sS7QnbSs8AqnMrB2bpoPKhpFq2n6gMXQKgRy420JynhAtJLfBF1gBUzrCNmWMSvGFwhU4s1vf01RwKbIo9RZUsBauTwKRyFCq6Z5ycYbAmDNVrsizPhZebQ9Td+1JPzJai/oweStn3pBUAoW8wayldC+kzKbRkynTdrtgOFwzmTSYmMdDth1wc9bQZpo99P73Rm3D0Y8mvZYr2veO9cltfUz2UScXfTo91Yc708Yz1vMFw3ePjvkcBpx+9aE9pHiwdXQBGf09r3rmD1VqLMtlnX63RXHBxOm8yarZb1iG2HzUuXvzsBPbN//MKm0LgqSJOI86XEx7dK+XHFbPmTQWnF0+wGrNOZy0Wa2bpoYaXaaqq28rJfSwvZAlT7dAZ7Pyaryz534yf+tgEwVQcuF8JaL7TYUQLjIkPUAFemNMdhIGumSyaKFzIrNsrRkVX7vbGmzB18bmr4ETnfl/qSAp3hWq3fr+uum1NoUrXrCoLVk0FwigE2Uk8mAd8+OWau6s5vCnhg+SZEfNvn95zeamauRA/op82Wd0aStXcSXeEN2fzd1FULRba15du+K6IOE9x8OubrqEwaK/f6cVj3hatphsarUuZwR17e/9kLXa68YdhdczdrMFhWV2B1JCEW3s6Ld2jCa6nhajUZCq5kwmzV1rB7b9rvqWMneBSB+gvT9D3SsFKMKWqrGvf716nOWaQqLTtDqW4UXti3f6QKE8iINb920n9Xy2DGBvGf893YsWn5d/DXESTBKEpByO5SlGMKVpxSF/Y/w6BB4kitK9dB5KZeVn235u3Ae1Ur0BkYX2uVnsnMgotxcziubpRfc4uo9bsqrcPcCBAJp0cOOOa4dT/h8iKbP7al2zoki+KlQxcKrAqBWeEcRhrEk0GPHAQSbnwIljSghjirECDcGy4yvuWcBxy77dO+7jVnkG767MW3aNDDgRgWmPOvZzrrytvXw6FBCzxULMl15buwqI4ESZdJ3LbilQ4Vrt9NyIF7Xf6p8zS8sKHTShYVYFhTuknr6+aOf81UF7TxwFNr2qtbFNUZlzlPc0veC8jPVZNvSH6cC7RRFlSutgopHqJJtg/niO+QoSWWf8Bj5afrQKW6m5KKB8iSqRV9uj3OlhDPQ7fWXzOcNFos6UgmGgwXTeZPlos7WHPGGUJ4HnE969HtLbu1PuJoZu53HMZTVeQRIGTCetFhtYs1ANRKuJtqW5cFiwCBMeOXOAz4YDRnN2mV1uccUl6YRl6MO9UZKv7Oi01ozWzRZrWu7pURVQksAiOoiU6ah2tSl58u3lBTGIxuczzpMz/r0mysOunPuDkcmPk6dq0Wb5aZmVGitpMPbW0qnSZW6+CAJtOq6veUzfZW5754XQK1Yr1yW1aWVYm/M2lF5dVXF364VN1jnkCty473vOp5fgD6E8wOilmipFGDXP5/CEmE79gD7mJTG45mW7NdqKf3mimFrSTNOdXyWVYt3Lg9YbursLa7oqylSBt4c3LEm+21S6j9xfcV3NcSu/jKfYZjT7axpNRLWm1hLXDM/7s/1oMMnOY4zbg8n7LfnnE57LC+7KAktI8VJsoiHlwOyNCw3qQ+oS0VtVzAMJQeDOc1aytlIH5aUgH2pwjoFoaLfXVGrpVyOtQS43V5Tr2VMZ81SgHJHzw2LRBBKwnp67f2t55/4SZP++T//5/zsz/4st2/fRgjB//q//q9bz3zjG9/gz/yZP0O/36fdbvOFL3yBe/fuufvr9Zpf+IVfYH9/n06nw8///M9zdnZWyuPevXv89E//NK1Wi6OjI/7m3/ybZNm2w4DHJnuC68eLqP6BkWooY9yu9G97Ten3tJvYwoXttttZnaw7WeWvJHYrsRDaLwNDn5TX0+nGu0ejT7dPi8lXx3Xx6Zbeu167uHgsWjIgcmmelcZmRZn6m/dz846RSohcIrK8+O7+vPIz89u8KzLp8vHLcO2cF/Tp3zqApcgsfcVz+g9dRqYQaxCJuZ7p54Lc/GXSBQUNMv99RbhRBDnut76PyVv/DoxntyBXhfQnL9MSpPrPlW/ycn+pbROv/tU8ckWgAgShyyvIK2VkytCCs4mxNGtaC/rt80Fa5OPqb+rj2if36LT3qzSY/K00SZixUOSjPK9ldl5QjIvq+KiMA5HJ8viXxZ/IFSLVY4DKn7DSSTuO/HntOa5wZaviPecG2p8n0vtt8hJSliSN4K0L9n4ui7lok80zl8VcRVGa+5ZG/73SWmCvFeuKbtwy12YlTPpPOlfaKJ9Wf50s1q5SGd8j6XtuXzIpbqZe14nic5calunz1bLGYt6g015Tb6SszMlvt609tFUDHPtMqz5AEUwmbc6uegw6S/YHcwIbBbj6B9vjxM9LCdarGqcX2lvT8f6EVnPDOol5++yI+6Mhd4cjXjg+p9FItgFctSy28z6/7DFfNOl1VhzuTWk0UicZ2cprV7rpurtXAU/X1Nd/RynBal3jbNTn9Qe3+PqD2zwYD4iE5Pn9Cz5x+wEfO3nE0WBKq5EQ2hNocxC2k67r6HGqcWZsuL4pH/xttad9dEcbK5Nv+TeONag2hf9D1kJkIyzfK9EhDM0CGQtXB1f5aj3Y8UypAtX5UHD3AggCRS3MGHSWPHt4yat3HvLqyUP2WksmyybfPDvm6x/c4d75PtNFU9uRlCrplXlDn2/R+yRpq6+LH0Eo6XZWHO1PicOcy3GH0cTY3ZXWgJtBThAoBt0FL986pRknvHF2zMPRgFwG2t1zb8F43uJ81C0cK4DXD16/4PVNpZ9qtYxb+2OiIOfBxcDzrFbtt4LmMJIM+wuiKOdy1CVLQzqdDbU4ZzJtkdogp1W0vmtdMG1Wa6bI7ElVb78Nic5iseDTn/40//6//+/zcz/3c1v333rrLb785S/zV//qX+WXfumX6PV6fP3rX6fRaLhn/sbf+Bv8w3/4D/mf/+f/mX6/z1//63+dn/u5n+Nf/It/AUCe5/z0T/80Jycn/Pqv/zoPHz7kr/yVv0Icx/yX/+V/+eEIlgrCstoPgBPn2tNx16DKIfUiWrvX2uZk3wXRNNesXYICdyoqjEoWiAL4mBN3XYQ3sQQUE606g+zLlvaClrKNkU12EfCZGfO+Va2ybeOfLLjYJvpiyVW0OYHX9dixEjp1M9Oe0rSTzLREwqNxa49SFIyYbVdVPKuk1h/GSdBMPwggVwRSapWwoBDRO3sPa5cjvGb28tarpCjuGQBn28TZm9gyQwoNicpi57uERnljzlZd+fcLQBxkyjgzwNoPujzErhN9OzaV8UZnm91z6VwE8VRFW6C0TYcBNr52h6/xYQOfYqVyqugXhB+HR5WlNn5Z7pRNufFQAvFWqqEKGkp52GvewYKfhFJlTU1bP6XBlCtH2sYv56l/eLf8ObTzWpGHonDWXJKoVeyW/EOSLXs7fx6WBhGVw47K/V2bq1f30iArjfkdrwmh552TKkOhKmvL31XgH730PbcvAekqpt6EuJWSLmOUW+dNus6eRAo2q1gH+OuuCALFalnnaqw9skWhZDJt7XDVDHbQK4U2uM9CF1zUGjv7TPJjmTlzP89CrsZtGo0ah+EVncaGddDkctphtmpwZ2/Eq7cfcn+sPT5teY3aJtHlLaVgsayzWtdotTY6sGAWMpk3SWy8jy26drSdv+BJiKYpWT/2iBDex/UVV/4XA0BULljnMesk5mre1nYgbOhFK4b7C+70x+RKsNjooKCLTZ0kjcj9eDCiWkilcUoklRlKkRtpRlVM5dr4Ot7imrJ2JTceCq2F7WYSXhmqfH2rUD8T5eVX2Sj9T+N8QQjtgrtVS+g01nTrGxpRSipDZus6H4yGLDY10izUjPh1Bwc3/b4pfdhnS8ULgkDSbm7ottdkecho0mHjOxrw9tCydKXcLkJAvZZyZzim31jp+TXrIJWgVU8Ydhdki4BHl30txVEFDR+mDkJAu7XhsD9jvq5zNemUVep2zmVt27Y3WJBmAVejDgro9lYIoZhMWoV90NbYL8j0vwehpN5MydKQNHly1bU/lDMCIQR/7+/9Pf7cn/tz7tpf+kt/iTiO+Z/+p/9p5zuTyYTDw0P+zt/5O/yFv/AXAHj99dd55ZVX+OpXv8oP/dAP8X/8H/8HP/MzP8ODBw84Pj4G4Jd/+Zf5D//D/5Dz83NqtdpjaXPOCO7+NUSrzvqTDVr/Zq1dCnrqYulJTH4U0Pi9xJt7+n728QjWEN3LS3mrQLD5bET8piScmHuBVhlRDYH8TEDw21Ib+prnhQJ1KFB3QHzNSnyEAwjqJaEZ3rfBggWUZoaGn10ze7tONhYF0z6ZQTug8aMxm9+qQ0WK1zjM6D635vxfGyMtj5HZf2lFmgsmbzW3BtKzPzDh8t0Oi0srLzcTogXPfW7C+7/V065xTb0AWvsJxx9d8O5v71X4RUk/PKN2q8vFgy4FuNQQ76OfveLRgy6zR/VivghBWJN87OP3eevvjEiGR6iP3nYk9g43PHMy5Q9+7xBblEChooDnXxiRyID77wwKJk+CCBWvfPqMe+8NmY2sBzK9ikRNyaufPuPrXzsh2wRG5UpX4GBvzt2PjPmdf3MHKYKSjc3zH7kgJ+T9d4Z6mTZxewTwuU/e5969PheTDh6R1Oo5n/nUfb72u7dZbyJEmhO98QHZy88wONnwzDMTfu9rtwobHQUqgBeeu4QA3n57vzQGAyX5zCce8M69PcbjZsHECwgbks9/8gO+9ru32awjt2iqQDDsLHn27pjf//0TnE6sof3kIxOUEpy923N0203t1U+ccfGgw/l5qwQYoljykZcvee/1PbJ1UMReyiXq3kPE6RXq0x/TzgjMWBQK2gcb2r2UR29ZF+jFyn783JzFMmJ+3iikfQII4M6LUy7fa7FZGQNsS0ddcnx3wYO3O9rGR0qXY2uY0eylXL3XLKQm5mb/9hq5Ecyu6iVwIgLBwXMLxmcN0mXgbJVAIWIYPLNk/G4TOVlAniN6PRAQt3Nqw4zFB3VPLVB/hvsamKdXYRn8KEV0kpOPA+0q2rsuQuAE1KnQsZB8lYkGiC6o8/IyLhSonvGqNFXFMLTNtS9gAWKtSmWpQKD2AsRIS7iyfMM/efe//55yRvBHeV8CzxnBf/dLBO06cSNFBGiwc52ee9WbmCjmXre3JM1CFvOGPtntLxAoRuOO5366lBk+NxGEimF/Tre54XzcYblsfPv4VsDgt6d09teIL2kwMl82UAh6rRV3966QKuCDqyGzZeN6A+tdJDt6JZ3WhnZzQ5qFzBYN7Y1ql9tsp6ZZ5p6CTU73X14x//yAvO3FM9nl2KACmGpnCc/9P95n8sUej3728JqG0FJtlELVA6Iwp1lL6TZWdBtrGrGOibPOYubrOvNNnVUak+VhORhmlekr+H2PREE4z5BtEyMtVV4AU68dLHNs7Sd3cpf6WrDJOfoHl5z/zD554zpnEDeM1Z10X1ee2vpqfwuTXxhK6pEOKNqpb+jUN8SBtrGZJ3UmSwMeMz0OdNuJcnGi/P3oH5zT/40p9/76XTbHtQ8HXr6dZBj1ViOh21qTy4DZomGCc94wD0T1h94Lo1By0Jtxqz9htm7wwWjIJomJopxBd0kjTkl/TbEax0y+0HtyQFspPAgle70F3eb6+iCgFbAiUNQbKcPegsW6znzeIAgVve6KLAuYzxtunBd1rBRdSWGcU2tkpElIloTI1eaJnRF8RxWwpZT8w3/4D3nppZf4qZ/6KY6OjvjBH/zBkhrBb//2b5OmKT/5kz/prr388ss8++yzfPWrXwXgq1/9Kp/85CfdZgLwUz/1U0ynU77+9a/vLHuz2TCdTkt/AChFkEL9W6mWWFROb8KxJH43KxgpD+mGDyTBuQeMnLqYIn4nJ1iW1UuUQHsyelNptSxbko1HMVWI93FgxY9ALk4VnLvMirIUzO/VyJfeSLCMX6KQb4faPbYpwr6TTmH+vmHcrDoP2s5meVVjcxk5FRbfc9X0foN0TlklCFAZTD5olGJ82PU/W4ZMHhiPWp7diCAg6RywXNcLusEFq5xcNtisjMNKqz4nJSqDq8sGKhcejRq0bFYh56OW+627TLuFnk5qzGc1p37j9iwEk0mdPAnKKtoSZCq4vGyiUv28U4OTkKwC5qOaVtHLFSqOsEFB52md+aFhek0fW/Wt6bRGvpaeCp5plwwW0xoyFU61y9KZbQKms7pRnTKqcaaOqyQmW4WeqlxB52YTkWeiAAO2brkiWYcuD0ubkAqVC5JEu38txUqRIFKIrdoVRu0vM1KWXJEbpwMWrOg/RaxMZ1iA7tSwNNhw7WAlNFIRhzmt2CJ0KwXV+bfrCbW4opYpdVmt7oYwMmPaG6dhIGkNU+xkEF7VonpOY5BszROUot7LqbVl+Z4Bws3DDaKmyryOUqhAUbtlVGh8yYtSRM2c+klaet4xEHs50TAv6uXqp4jvZoiWV5D9GkH4fO68qBW2egpaIJ7V151DDFOWOFCIE2+8U5QVPZ8jutLwAn5DAS8piCmQ0fd4+re5L8ENexOAFKRrDXBq7QRxnYGtr9ZmP5UgSwMm4xZhIOn1VigFo1GHLA/Z39MxVrbzsl90XjIXXI26XEw6HAzm7A3m2tC3cgq9+7tHk8lbSZhOmpyPunRaG473p9TijOmiyesPbjG5qvPi0SM+cnRBvZ5qVbubhpnP+CmQWcB02uTRZY9NGrE3WHCwN6PRTAu1PScWLlXY5SNrIdMv7SNb0TaI3AVybvLo5uXrEy2jABmHKAlpGjJdNHhwNeSN0xO+fv82b54fMVq2aMQpz+5d8drtB7x25z4vHj/i1t6YQWdJs5ESRZIgVMXUF2jVX7usCEXeiZxWgIx9xFD5VBAscycBF8poS1xfkaIdt4ZAaSG9/l1V/eH1t3UmZP6CULsr7rbWHPVnPHd4yau3H/La7Qd87OgRe+0FSR7y/mjI1x/e5vfv3+Gds0Mupx3tDjoXj5fgmD1KH0SLMvlPmqrt8Zhnw1DS66w4Maqd43mL86uutjmrOsry6ay2uVDa3qW94uOHDznszHnn8oC3Hx2SpBHd9ppb+xNQ8PCyr4MEfxjpjbc2CAG1WsrtgzHNWsKDy8FukFPJQAhFu7Nh2F8wXTSZzZpEsaTfW7JJImazZhnklMrdncI4p9ZMHch58sbX6TvqjODRo0fM53P+6//6v+Y//8//c/6b/+a/4R/9o3/Ez/3cz/Grv/qrfOUrX+H09JRarcZgMCi9e3x8zOnpKQCnp6elzcTet/d2pf/qv/qv+KVf+qXtG0IzWdHYhoLXg9se9ATrHGzwPsusmM1dzKRhpMsjTgDhVWVDsmpVmUKc5wUz4m8qCYhLf1E1DFIQwKQSSMz7np4HuydWqkgfGj1Fd4qiX8rXIauHuIXE1ltIxeoiLKvZKM0EKQTjB/UC+FimFRCJYPxe3QOEOBW8dBkyWjbNK8pkqdtxPasVzJxjrAVIxcV7LU2Tec9pNKVw/q0OZNZzmkIZ6VYyjbiYRY5JFVKfWCkBV6etEt3uICsX3H9roBd3ayRuvd+kggevD7BuzIRV15IwmzeZvWni/4RaxczW/fJeB3le2GkIB4bhrbcPNBlWJduovKVJwDd+/9hzVmDbERbjOotRHRfI0nZ3pjh9r6uf906+hBKQw+t/cFQMWY+hzvOQr33tjnM6YVUJRa6YTevMJoeOXmEAvlCKh/d0fCI35G2RueL13z1ym6uvkpclIa9/7YhtI36h+wfKqmumDuOHTcYPGgXg9ySt77w+cMy7e18AGbz5mwdFOU6VETbzkG/9xpBqEgpmD2rM7teMAw5bL53Ho2/YgFNengBSce83Bmb62HLMvRWc/Yvejk1SsDqPWZ3HOK9rqngv/WZISlR+ydxb/SvvVNHrS7WG7F+EnnMJa/8k4ArklZk/5vDEqdG+IxBKeoDF9oUk/y3h5n2J+kTBv7Tz9Psj/dvcl+CGvckmKUhXEXEjo9ZKSVYxqiqJuW5fVwKZB0wnLdodHWtnPm0ymbRotzcMB3Om8ybrpfGwZDMqubDUa+980SBJIw6HU24dJpyPep4q2w1cyS67m1SxXtc4TSN6nRVHwymLVZ3JosmD5R5XD7vcGWp1todT7c0ss+u9Yjscw46UZwGzWZPlsq5V2rozsk7IbN7Up+Ryx2bq0atqFUCzBXB2gMtqMgdcLozCzlTcUAqQkMpQS+FWdR7RQwQ6qGM9SmnVUtr1DXstrYaoFOQyZJXG+i+JSfKINNPBP5UUhQObmxhwcz3veGxfrmAH7VtZqB03LF9hm8ru8TuaSm8xhpcQiiCQxF4A1EaQ0G4m1KKM0Dy3SmPmSZ3TaZ9lEpNmWtVPldZcUe6rKq3VseO9tyuExBOn65bH0pAz3t6M9FHKgNHUBp61D3v5iUoelbYWAhr1hDuDMd36mtOrHuerLnkeUK9lDLsLwkBxMel4TjvsnvyEdbW8R6DotNYc9OZaVW1qgxNf084mBaGi19Fu76/GHZI0otFIabU2LJd11qv4ZqBUbVcBUZwTN1LSdfwEMXp2p+8o0JHGzuLP/tk/y9/4G38DgM985jP8+q//Or/8y7/MV77yle9kcaX0H/1H/xG/+Iu/6H5Pp1Pu3r0LFDyU2/CdZym7gPkMmAEVFXsLcxN3wulOYoVT1XF2G+4dcx0KWw/sZeFo8YGAVygOjRnGexvhi0LX3zJTSmngVGLaDI2WWbTP+qe1lrm1jCzemPOZ0DSDyFe7qTC35jlhrhd7pD/ZDIMNlMTcgbfZ+ANeGoZMFs8r375BUtiymAVXGQbTSSwC77dPSpbDeoPqthAYN9eWoTRtqzA2LbYNTTnBUjibFueVDPTmYRlcodvED4gpXDvhJCJIb3Nwm72z4tISJTdu9L2SfYgd20qVbYUsPWgG16pYWmbCARCv+WymlmYlcK6rkR5Nqriv81eub11ddzHMts4+U+8BxV0gAP+yr8rm6m/rSOE5zh/jNt/cmwPV+e0BNRtzSdj7Pr2lMquLrt+e3txQ1ZdN8p/z7Yksva5tKNkKWlBj1VsL0CLcO6W29+qogqCUV2myKyOF9Ne57/H0b3Nfgpv2JmVsK/RRfLqOiBqZPrlcxSW3vluMj5+UQOWCxaxJo7UpPLLNG2RZSL+3II5yZrNmwWBVGXtTRrKJeHg+YNhbcvtgzNW0zWzR2KFSJ0oMnfttvHIq4/VL5tpd9HJVZ9hbcMu4ol6s6rx9dki3teaZ4YjDzpz74wGTaVOHBvDrfVNSBvBMm6xPQ2qHkm53Ra+7YrHUgT+1rdINGe08/d9aEMt197/uesb2V2nP9+55vAGAymEjIzZJxHTZRAgIlxmNqxXyozUatYxmnNKqJQybS+pBBgHkSpDmEWkessn0ZxGcMySTAVJW4tz4e6xxQS3KxBX1siyIpwm33RzKLRdBoEFMKBShCWBaC3NqUU4jSomjnCjICQItSZIyYJXFrJcRV4s2qzRmk8VkeVCo8Lmuu2YCVFXUdn3fTfaTp+oQ8veeyjURKKIop9Pa0GwkJGnE1aTjBfvc0ZA7ppctQAjtTe2oP+OoM2OyavL66S3WSUQYKvb6C9qNjQ7gu2gau5cPDwZsCqOc/Z7O83zSYeFUWcXu8Wx+R3HOsLcA4HKsAZj1rDabNcv2f0+SBES1jKiWk6xi8uwGu77HpO8o0Dk4OCCKIl599dXS9VdeeYVf+7VfA+Dk5IQkSRiPx6XTs7OzM05OTtwzv/mbv1nKw3q/sc9UU71ep16vb9+wDIOo/HYNZie29TxAwUSV1m9zzUokSguXcnuHS4ZpUh6zJHymq8RkGcDjmCS9whQxMW5Ilt5KuSXmzR31eO9UT98rJ/E60GYxqpU1Wo780yBpYvmYMio2B0UZ5roFZZZmy5zjMWZCM6pFPhTtYBl6vLb2+ggHhkThQcvedwbeXjvZvoyiQsrjB8PMJahAr/Gmf50nMUe3zkIYJrVwN6xKdPrrQ8mQ0zK4wfbCq2P1FNUWHtCzXkncEPba1AEn6yrYlS8KmhRFTCOfwffb1Q5Nvy39ZB0NeM/a+VVyBuHVp5x2MeI4HXKRyzJo2bVIluiucBcKNGfnzztv3Bu1zdJ4g7Ia4A4QVAZjtsPtO8J7dse89On2pT3+bz85t/VloFusa845dvleFaB4NG1t8DvBaKX+38Pp3+a+BDfsTVBhzATZOoJabiQ7kQY7N0kU/NelYLXQAQ87nQ2rSLJe1rgaden3lwwHCybTVtluZ4ckQ+YBV+MO6yTmYDCj2Ui4HHe0J6hddNsLQlAWLRTPJZuIR5c9Ws2EYW9Bp7lmNGszXTR5Y11nr7vg2b0r1t2Y+6MB85UGV/ZgqhymoZJMkWmrRrrUXulabGgeJHTba5brGotlnSwLd9B9Q55wTZtv75U728Rfjvw9fzda2FoOZRCybjbI1zHLTd1trwJFmOUEDYgiDSbqUUYtyjQQijKiMDeSEV2wPs8KzFIjyFVAJgP9XYriHhoUBWtJvb4hHExQTUEopCs/DCSB0EFG4zAnMPeEUITmtE+zSjqvjZE+rbKY8appAFlElgdGQlPUvbS03sTRlrtgu+13Xau+/2HWtpsetf0iFPV6Sre1phbnLDcxFyUvZ0/CoReDRgit8rbfnXO7P2GdRbx5fsR8pdeSTmvDoKPt804v+87t+c5y1O7LpWoIRaOecjiYkcmA+xcDkjQqz+UdgM/a4wx6S9abmOm8iQB63RVBIJlMWk8290rbpSKqZ0Sx1I5X8uD6954gfUeBTq1W4wtf+AJvvPFG6fo3v/lNnnvuOQA+//nPE8cxv/Irv8LP//zPA/DGG29w7949vvSlLwHwpS99if/iv/gvePToEUdHRwD843/8j+n1elub1eNTxXOVD6gFnuRGFYyQZYId6BGV6x5DU824IimxIGcXXcqp5kiUB3Z0IEo/yrD95wGH0mDbVb8yWMDaUKgq3T5zhpsMwjvlL1FflW4pCubbAjVwTha0lMS+oRz/p19RxSbgtZH2qOUzkgVNvuc6V188QGH6TCgL+PRDRT+YBrKOuYSAemye1Vx7AR7KxnIiM4u4kewoD5yowAMmvrc1UwfhqUYK28+5VisSUpn4NBTtUeY9irFoxoCoxMlxbeOPDY8xd7FRjN2Qb6u7dfpvK+yd7qvQtGtF/QwopDyKMmgQQOQHtfXosqpUlbnhvLQZyYtQpm1Kg9Mv3GQpcJKsou3NFwvSS22izHsF+FOoAlTtSkIUbp9Lkt3qgzes6J56XgH2vfz8NvEBTSl7O2dxc6m0RpSkxD7wuiH59XmS57+H0h/NfQnd1VFlA1eCLNGeomrNlHQdkbuAm3bC3pCUIFnHTPOAbm9FFEoWizpXV226vRUHezPG0xabTbx7mJpylILFss4miTgYzLl9OOZi3GFlgww6Q39Ves/NzSqZApTxnrbexHQ7K46HUxbrGpN5i/Nxl/GiyXF/xovH50xXDR6O+6w2tbLDAi+/nb8VSAIWaZ3FZVNHXW9tONqfsk5iFsv6tuMCl0dpE+E6zrBYX56AcVU7vvvZ+9cqSdYCZK0I6Gr3SyUEMogggU2iHc0EqVaPdgGqjcQkCDT4CAJtwxgFOVEgCQNtS+GDFmE0CBQQRJIwkNTjFGJBgCJXAVIJchmQSkGmLFAKyPKATIYONOVSoFRglkvh2Ktym4jyBdcelcZQ249+qHbflXbNvW8nCUUYKpqNhFZjo+fbqs5o2tbM/WOJrPBiZiMNQ0m/teL2YEwgFPdGQ8aLFlIJGkZNTQjF5bTNal0v1DR9SWR1flSLdN+13c+gu2TQXjKat5nMm0YSKrbfs7/Bqbh1WmumiybLVZ0oyul2Vtoz4qS1bY/zmCSEImpkhGEF5GxNySfP9EMDnfl8zptvvul+v/POO/zO7/wOe3t7PPvss/zNv/k3+Yt/8S/yoz/6o/z4j/84/+gf/SP+/t//+/zTf/pPAej3+/zVv/pX+cVf/EX29vbo9Xr8B//Bf8CXvvQlfuiHfgiAP/Wn/hSvvvoq/96/9+/xt//23+b09JS/9bf+Fr/wC79w/cnYDUmFAlUPCFa5mcUFo6xqgQ6MuJZeUEA94FQtgFwizGsF829E8yYeSlX9TDUEYu3HysAwiwJCEKm2hxE+sx7qckVumC+f0YiBbMcoA0QMKvWYGqXLIgAiob2x+XkFhgalikj3Tv1F6XdkeUTZYJlBTaEScEEJPZKCUJUjV1t6IhB5DqmCMCgdlAWRQskiK+UBTBFIs+aJYv4DgVAQ6lNHZ4sg0BIRA1KUCpwExzKwQaiMJy7lPKRZFUYRUESsl8IRJNCieJl54MGcoAeBaTNr6yvc0CAMc90WfntYW5lQobLSMNOvB/q+ysxGaph2jUu9Ddgy6M4FtDKAx6qWFW66hVDGAYdlhpUXeBVj3G9veslnroUBqjukOr4EThlwIiySVX5e3piw2UqpVQGVBWGU3zH5FvcsY++pFiovX//T9MPWOqg8aUZl/Oq+8C6ISn4+AFL2/Ws2ZPspdz2zY3H2gYtPtHONLjzaDUjFrCFCuXli+7iogwdezG9d0nU08GT0/hFM34v7kga4PnON+56nAUrF1JraI1u2efKYERosRUzGbdrdNb3+ivmswXTSImtt2BvMmS2aLOaP8a6mIEtDzi56dDtrDocz5o2EsdPXN5UozfFrQII3t/M8YDzV6mz97pKTgzHThfbO9sHlkItZh1uDCR+/dcpo0eZ00mOT3OCRbhfpcQASNuuYzUZ7otKuqRdIVbirlhtNs4rcSry7Xi5jpT23PmnaBWqqbcINz/gk7aRLb4Aq9JpeodtKCPIcUm5W+dl1OdhIDleXnJ/vI63XtQrYuHFlKNWnyrvsQMHXZXhTu/z/O/nbg1DEcUanuaFRT8nygPmqYRwi7HCZ7JJfEa9BzdcgUHSba+4MR9TDjIfTPhcz7Y49jjP2O0saccZ02WC2aJZdPHuHX1V6r6uPENr5w0F/RhAoHlwO2GweY0djboVhTr+3Io4yLicd0iSi3khptzas1jVWy1pJWvfYZOlppCBgs6oEB66AHPEhcOqHhrS/9Vu/xWc/+1k++9nPAvCLv/iLfPazn+U//o//YwD+/J//8/zyL/8yf/tv/20++clP8j/+j/8j/8v/8r/w5S9/2eXx3/63/y0/8zM/w8///M/zoz/6o5ycnPB3/+7fdffDMOQf/IN/QBiGfOlLX+Iv/+W/zF/5K3+F//Q//U8/LLkAyLpg8VpdI3jLwJjP/CAgeTne3uCB7MWQ/LZx2ej+gQog+XSE7FYYezTIyX8gKJhpL6l9CD+hI7LbQIbKqqm9DOGzflA/HGNT/2JGMFAFo2j5opai8eVUAyF7kgsgFbWjjL3PzymNMsMI9V9d0HxpU2kkTcv+D86o7WeFC16rxtMW3PrxMUFdeXE+dH6tw4Q7PzIyG3eRH1Jx8vKM26/NHLNmvTwJ4LUvn9I+3hR2M6a9wqbkUz95n6ieYQM62r/hM0s+9aWHhVqdQjO+Cl589YI7r4xdlSyQDALJD3/lbfYOlgVDbrynxa2cH/qJdwkbucnLelGD4+MZX/nK2/qkyw9uqeClT53x0ZcvCjUnSyeKH/nRd7h1PMHF5DHd2mqk/MRPfotGPTVgRmEDoh7cmvPFH7lXgAnT10LCK58652OfPC/6xFwPA8mXf/xtDo8WRcBNM27iRs4Xf/IecSv38tT3jk7mfOFH7hEgC7pNns+9POKjL1+5ulopjhDw6R+6T/94VdwzfR3XM77w4+9Tb3vjxhsfxXcKY3ng8O6clz5rXA068KIgV3z005ccPDN348++EwSKz3zlAc1uugU+4o7kxT9xUXgM89Lw9oK7nx8XXsY8CUr/kyt6H9mUAYfS4PPgC1OCbr4NqpqK3hcXnpenAlTE+zmt1zZuzLugvoB4HoK7PhixeSoar2aEXVW6pSsGfEI44+nCrE1BT8CLuzcTdSxQt/wlXjnwnL8YonoF4HdPhJC/GOhDHr9ef8TT9+K+pANoehecRARQApkFJMsaYZwTN7IyMHqCJHPBfNIk2UT0ektq9YzlosHluEuruWEwnGvvhVsHHaIEvJQSTOdNHl4MiKOcW4djms3EjH07/v3PxzA3CpCQJBEXV10uRl3ajYRbB2PazQ2bJOKdswO+eXpMHOa8cvshzxxcaQ9tojJ3nmR4Kg3YptMWZxd9ZosGrWbC8cGE4cGSWjvzgqw+hosXwrhufsJUyXY7P8oAosK3Pj4Ps0pYCbn/p/D6URT9WvlT7s8uqUIfkCnlXdPgyf+9Ddz8frdjaAeoKe0PlXzUjuuPG/JPPiV2v3zdGNq6riUt7daaw/0ph8MZCLgYdzi/6rFc1st2dTclpz+uyw8CRa+94qWTM144PGe8avH1B7c5G/cBwbC34GRvgpQBDy/7TGYmBs3/r71vj7GkOO/9VXef7j7vM4/d2QfsggEbGzAXgyGL7USRVyEOipM4ShRECHkoETZcQ2QREllO7lXkQBIpiWM55CHFiRTHJJawE/vaQRiIbXQxGMzDayeAL5jFeGd3Z2fOu9/13T+qq7u6zzmzs2aXnR3qJ+3OTD+qfvXo+r6vHt83i/ysumP5A4bJ0WmOsXtxDX5UwQ+OzsH3pxg5pbQYxBa9xfkBAMJKGgS03vBRrwUYDF2MR+kq0wm0jWFwODUxJoberImNXA/oNMcbTvtVxdHZzMjj6LwfpuEAJhOR6KXFK+PXGEzMtMvVDWVVgSyWuhaWe2LykYdsA4iki0elQRlANhPei0ogM80rIsWBgViZoNQRU8YDcpxggMPAAg4kBDKEsUb9gVghWWwCPuWDJNJ0TAKzGbifX0uXKMBST9Dw5UfOsvowqgAPWWFblAwcadSRurlWztOAgVUA5hD4ePIjN2ti21AyTMuieDqxGzHiwBT5yaCd6apS1Rli9PgrwMI8cFa+/91yElRcgtdX4vwwMdC7tUjM4nlWtlogSkdodEKMPRtxbORKOgHMAlptH/01FzwTFgCIYDkcbjXGsO8UD5gzoFYPwcHgj0QMhuxgP4BWx4c3shBFuXc4MAZmEpqdEP2+I1aCohjse4dAb9iFSh2oVSN0e9WsrNLJQb0ZgsDgdSuKAS1WO9pzHrxhBWFgKta42LLQWvDRP5b6q4fsIwyOE8GpxxgccyfOZ7jtCAYB416leH6FAe1tHsZ9G7Fs57RchsnR2hFgsOyAh8X2p+8vAytd4MJzwVynMPDZrRh2NcFw2c5WDeVqa2spgB9YCLvpREP2fREWzxmh90oVkW8U+rzpcLR3elh9uZ6uZFG2KlJthrCbCfqvuHk/Sx+p7QxAgQFvtZKXKy1zc6+H0SEH3GOFe8wBmmf7GLzoijg6nIM1GwBjsBoJKnMJvINKfI4UxhKBxYRkRRlPUqPWeUOC6IgJPpTZp3VSYTDOIfAXACRFvZSaDFgE8L0pjh+WhGchtkx5PoyBiJCcb8I4zGEM8rKCxJjH32jAeF7EAYv5mRdHZ7NDyqZ99/5PdMNF4QI2UyZyQ1v2bWZwVKoRpMMCOtH96gbBdiI0Gj6CoILxyBHjQ2uMipWg26sjDCzknUBmLPsNy35nhvCq1GmOMfScydUdENrfGIA7DIO3NjbGj4l0a9UAneYYnDN0hzX4vg0woFH1sbPdQ90JsDJs4EivpRzsLkHW23G0GsYAqxKjXgtQdUIQMYx9J5UR5mR7KPViHw2w9xNKHJ1pyqSqqE/R9Qt8N4qyQURT7k0FzX5gxi1zGGPbl47hyHu3gTvTrLENplW+tp7Bt9799bCB9p6G7V9YQfuxPg7echaC7VNiYKWcDINg2xHq1QCuHSFOTAw9B75vl1ZUMKN6lAZT7jGIfi/7d80ORf/utxDGJgxGaNZ8NGs+gshCb1hL+z0mM5lR/ua3hjACLuLoyHwZwbEjLLSHMFIvbX7ZzfUMMEao13006z4GIxejsQvT4Gg0hKI5GLrCacA6nKbBsNJAoLGBOFC2lk6pSyN1wOAmPfzf921MNp3UMzqbEtKbWKwcSmbIFDyWUNFLlnpOM1airzMgXwkCmIzKKmdtjfRFzsECTDYQY2le6d+KEk4MYLG8KA2gNB8ikEeZkqK+CwLgyfMHqmSE2BLmQ+FGWRnIL3+YBBn/hnssL6uc3U6VRT6EspUovW8AiACKoAjGnEoyTg0zOUGs2NXhQD3cmntuIQ6M1yqZsaVukYoDE3Go1oGoG2YaCIa5N7iyd7Xhmp06hihypISht+qm3CC8rpF4IPENjLyK2B4GpB69xIvjoRJRm0HxXsbQX3Pz+lYGYUqA/oqt9I30Fw5EnomeZ4CB57wZA+PAuJsrzFk+6ZmZ/opb8tYm+hPFQG85LZditZIBhJ6JcGQqlZjz9LtWOslExfYioH/IyfugPPfCxZbF7vddxSEAcmNB9nPChDeysGdmhowYu1nqYQ8YLDvZmSMmHQqkBsFKFmBU+W5BSHyG1RdrBQ5y66LXr8DvVfJaVwzQ8SEnby91cOaEwYtu1sdkmwAECoD+d/MAqCrigYF4YORjA/K8+LIsf6muGEPwgpn3DWlQAUBIoOcom1RRj0awPgf6KKST/Tw8PUYGA2A9n+65zDiKnywGzG9Pib2icdKx1q9j284BDINjOEo9omXnPwGpXFNiIBrbqFQj4aRgXAElBljMU7fGx1FQCAiDCnqxiUbLE17ZBlV0u3WxnaszxHDsYiRnYcvuepWzQcSB3qAGL7Cx2Blg9/Y1rHSb8Dwb2ZxpSfc7LkiMw6OxC8+30agFWGiNENX9LODodz0HjWqAnZ0e3rLrEFZGdRztiTg6hWCLG82SgCiy0O1Z6Bs1OI5QZOs1H3Hq9jkIKnnkdlmuQj5s3TzlboSZZ0F+GKWeSj/LRpV6rSxnZhle8p7yHlmGspVffWGdhp11ayPlnGU/bcQA+mHqcRakSGeESiVBzQ1Qc8Xs3di3cXSttb5zgULdZ4K8QFI6bmjWfOxsCQPn6LCB760sIIwssX2t5qNd9xAnJlZ6zTSo6HHKelyDT5wnajfGaNc99D0X3X4NSbKxbbGWlaDdGsMyk8x1tG3HaNR9BKGF8cgtHl/YIEw7ge3EiCIz3aLLZpRF8F/oDODaEX7wysYn3ra+oZPNSEtFqdQQiuKluDURIKAYC0NZ2VGVCglSRiF1Zs5QnivvmwfyvfWKhyX1vAADMnfKBS9a8r1skFJHslK55fVMgJbqSSpyE+VQOOcP59xUr1rpu9mheOVxg0uHCyjWM6EgSEFI4+aUsuS5IVQcd1N/+Lx4Ep3M/AyPSiQrIkv/U7ZFEYOIKVAoP2U6sPjJAOLpSgcVqMu6K1xTFV1JnecxT8Q14XxBODKQ9ZrXc7b32lBcPpN8RqaTPkS5Ejxt0JOH+7NuID2zqVvHZp3TIOQrL2BFY1LNUzUKJupB/sfBWQKTW/k5ayirEsrqafZ9Ft5P0+Sl9OW7sl3T/jvZF/LnppUz7/uirPn3VUqkZNBNfI+FCQo1TSgVxwp1K/pPzk3Uj+CQTTDL9NUylB0aTFWAlcZS75edr2R8T6YWoaFi5DlgXRfbOkOYJqHXr5a2e8gPg4E4Q+hVYDkxnHqI0KsA6YTauh7JJEi4Ye53a6jVA7Q7Y4yGDsYjF1Fkod0aw3Ei4SEpKk2CTKzwCC9qyysdNOoets314dVsrPbqyrsnrvCAhDvq/qCKkeegWfexrTNAGFnoDasYeC6GnoO6G2BHp4c37/4B1kZ1HOk34YW2OINZlhHH674ktvh5YxueZ8M0OVw3RD1dXQpCC2NfODBIJs5elBIvKWdit8iMepjF67jKqvJoImVdebxWfm7E+FhHXky8M0sVYFOeWS89tZzrdZWN1MVG23raO9lYmBs31UqIRjwGOgb8sILVfh1haKU7I9Yjlha+YOQo6QMwLY5W1cOOdg+OFePosIkXVxYQxhYMRmjUArQbHjhnIgiqXxHGQ0FmzIBKqdSPGCO4bojFltgusLzaRtA3xVk2RQxNK494N0I7/R5Wek0Qscx19HDkIvTTCYcTaAvhWS2BZccI/QoSGSNngouQTZbFsa3Th2kSllfbSJJwesJTsPUNHTndoe4XzTqBVH5S4yWrZKk4A0weBgaQnX6iotvoguFTzrpsVJRmeNNMxE/l3IO6fQZQDhrLw+EECG8CqRtqsGI8HWXrViG9cm+Wq0FSMVUPUKtcCJNewVRFTim7cHTAwUwj2/pE2f9sChemKIElfjI2CytdM/I6y/QyRpmSOM17Vr79SZqRedtMKPwZaVaMSyNXApX9Q8JmYoVVi/KkqOCXVYRyLgkiTzmRUcifct4MiqMElp+dyvKRZSlnnAa0S8tHVDy0zpKy8o28zgl5PyoIBkURLvcZ9TFKA1tO+wYIYkuokcdcymNQpbxVWXHcfj1JT6K4pUvpZ7KPyHdU4yoT/iXus/KVRnEm6BSo33W5/vICF/uHkqnqRY5R/v0XVtAKBc7+K11XyqzmP639NyJYNV4V3FoAz29jedXA9rk+TCPBWq8Bnq36KzILAAiIfbGtw67GiAwTPNygRyO5IpMwjAYuoihCvRHAqiQYjxwcW22g2fSxMD9Ef1CF79ml3QxpGsq4xxOG/qAGz7ex0B5h9/Y1rPbrQoFZi15V3SSxgW6vhsHIQavuY3FOGDz9YRVDz8V3fRc1N8COVh8X7lxGz6/iSK+Jke8UvTxNUbyMgIM7ajiJ/JkkNjAauhiPXZhmAteN0Kz7MJscYWyKLT7WRip8CjZixJxA0sLAmfGCOm5O+4Rnvbre5z5LIVavlw2ech4qLxWzeE6jkZCYLKwo3rhOBKz4u21HqLYiVJ0IhkEIfRO9Y1V4cfmwfxmzCinHT6krAJaZoFMfY0erD9PgODJoYmXYQBSZhRWchBtYG9TgeXa6OqLKimn65ZQyldrdshIsdgZoVAN0R7Xco1ohYO70EhomR7PhoeZE6A2rYjLA4mg2xgDYdNfRG2gPZhAqrqjvYGxPuo9W9RoG2JUY2+cH4Jxh+VgLYEC1rg2dItQzNNLokdcypUDpHSQ9G7HSfeQKYp54UfHPspnS2pSuVCjex6ZyzfJK6RozRhhV0ZmVfzbgKyMQM3LvXPJZ1biRgSULvJBtb5uqSJWVJ9PIldPMnlEU2bJBV06nkG9xtQNAySgUDxYYKQfms5UkVXmVDysrZeUtYAWUgnBma0NS6ZSc1PKVXDFnRkzW3WQDTzlfUW5u2dbSCJD9DooiL7sv8vZk055RDZRynipX2acozTEzvCjzIpfVpXLuqZiYUmOlNmOmdJ1a6jsyvcxwV+5lRlUxfWnsSxfmGcfCQ6ngKKzMMMWAzypQfQnK6f/1kQZjVYqs5JsafVNWWXJvaoYwoAuKgNoR0nSmrUpPrIQhN2yypNZRigrvlvqKxikCQ7Xuwxs5OHysje3zfZjmAMfWGuLci+rCWWnzJDQzY8cwCJFvAeU+sR5SF9RJLA4QtztjDPsuBkcdhG0LraaIbD4YyuCDyndbthwIiEILh4+1xDa41giVVoBe6Ew1MjbOMS1rbGKtV8dg7KJRE57fwshCb1TF2Hfwgr8NVSfEtuYA5y8dgR9VcLjXQm9cCpyoVA93j3/GiTgQcxPDyMRo6MK0ElTdCPWaD7sjFDTL4qjYMeLYzLfPvRbzAqz0xzRZUdbB1b/l72WuJQV54t609tyI8bYefoj3hffaE6jogj4vznjYdgzbjmAwQrvpwTMd9IZVBKFYQSEXQLJOHgzTvzl1ApRBnIVpjLCtMUDCDRwetLA2qiGODWHg1IWBQ8SwNqhj7KcGDpWIT524Sn+W2y39aRgcth1jzhphaDbwykonjbWj6GETZRI/GSNU7FicmSOGlbUG4sTMvKr5QQXe2D5h19FgKa/0zGEwnnI2KPtTTGI7ToTtc30EUQUrvQYMg1CtBRivbtwT5evA0BGuI3mHwVjhYFLJl3pT1QB3DFhrMYg4mJEuvTOGpGmAccAYSh/IogUIQLJgwuzx1MFB3nHIBJJ5E+axJJ85TxUZ7jJQ1YDZLRkZAHgDYGQAo1SZBAAmjiPTPMD6yBwcZDF3bAN8wYCxmnt1kjBsBrgA76M0sDEYdQ4kAB8hF2Lp+0aHQEOA5Ey/hAmYbY5kLRUecvsVY2AVguESkoEhzrAoW4UqVQ4GhnDMUoMgV/acZozIM0BB6vI5VUIZEwfV/ZSXeijetAmWmyAYlKPsEuyacOsc+2a21U80JcFuJYhGhnAjLe0LJs5/uK0E3tAC40xIuLS+TJdguRxB35Iv5HlVE1EuzxA0ZIBVBlQbMQLfLAbmS3m4rRhB3wQnVljVMSwOx04wHlqZoSFXgu0aB3EgDMysXmVAV6eRIPIM4QJb5kMiJoJbj+GPrLxrpF3VsAgVJ0EwMgtGGjEG20nAwZB4WS/M6qNSTZAETOQlq4JDzM7UEkReKaBgts1NSUs1PqzUtXeA3JBLnzNsAgcrukdPv0FmExDkaWcObBgHsxmgOgKRyr4JcdYqQt7f5dY6abDJ7YLqt1RhuQtxFYyJNGNSVtcUQ42l95Rvi7K8UOjT2VZPA1m4K7Ue5ZbKidW3TB6mZ8/ULWep0wFppxWbQXEZPqVoZBqpAxbC1Ac0Tgr8gY2qa6DWCOCNHBxa6WDb3ABLiz0cOdYS28BSw9fwE/CqnMEWHtmCUQV2LYJdjxB5J+ikgBiSyMSgV4NbC9DqePBsG75fQRhZaDXHWJgfoD+oIfArJfEyqdkQZxiNXPi+jcVwDe09AagzzL1DnYgyRJO/x5GJbq+O4chFo+5jsT1Ewg30hlX4YQUHjy7gULeNhcYIZ82vYfdcF0eHDawN67MdF2yUDon8B5GJ4ciF2/VR5T04doRtc0KBDSMLflBBGJvgiYHpX1YJqpI/TeGflcS0d6bV76w6Xy+vWXn+MAbNRjidjHkURUEvpMvEL4YhVjUcO4JrR7ArMRIuDA2hxDfhV+wpxsVEYkXS5QmwVJwwk1B3AmxrDjBXHWMU2XhpdR6DsVghsioc7aaHZtVHnBhY7dfhBbMMnBlQ+0C5OhRnA9WGh+5KHcdW2zNiR5XTE46MGg0f9WqQnd1jDGg2PVhWgsHQRRRYoo9Pa79ZfYUBppXAdmMksSEcq6zTyRkDarUA29oDDDwXa4M6rEqCqhvC82xEwcbPkp6EiEmbHSKQVrDNzuPnKDOXSd1EtJgeAlbOFDBOiBcsJA1lRitVDmAwRLtNcLfc0ASqMMS7zYKCIx+ipoFkl5l7U1NmX+OlCuKOUZxoSd839xKYdMalbMsim4FfgDwGQGbZM5hzhMq5MoiKQoMIzlkxrB1JUaFLy958yxhmQ3Wnm/5wgc6lI7AKhDYmuygR7E6EzkUjcS112yzz3b53hKU9/XRFgXJFHIRzLl1DbS5K4+cgdwftEM69fBWGzbMySVfHze0B3njpSlYWFXsu6GLpPOFSmyU8d03MCG+84iga7TCrH0DwqDgcb73yMKyK4gI45Tk3P8aFbzuCLOp8ViEMZ1/QxZ693bQ8St0T4eLLl9Fc8LM85EpIxU1w6dWvwHaTiXfa2z1cdNnh9B3kCionnPvGVSyd3y8YRowLY+Z/vOP76Mx7uaKd5mW5Cd76o6/AqPA8r5T+4vYx3rbvZREkjkgY/ukK2J5LVrH3jWsFbqJ7EN7yzsNo7AwLhj1AqDgxrnj3QThunLsCL0NdYUl/LLxhhAsuPzb5HAjnv30V83vGxTYmgBkcF/34IbitSKlb8YzTTnDRjx8CM5T+KxoU7b0etr29XxQMaf/ovG2E5jl+6R0GZgLz7xzA7PDS9wywOqH+Ll9MFWVdQ7SPtYPDvTwqKQ9i3DEv5jDOy40cJr8jxoArAXSmCNQqwK4mkC3Sync0MdCigeQyozCWyN+T80wkbyjPZYne7F9WAV+YnBEjmyF+uwVySmlqnHwkQDByEIUWag0fYMCR1RbixMCObT04rrL9q9xUqZOCcGSDOODUQ5hGMjvGywy31MQZvJGDQb8Kpxqh2fIAArrdOoZjF+3WGK32GIapBK9S3U+r2+tIbP3yvQp6oyocO8JZ21fRbPgwk2RKUOITQPqZx7GJbr+OQysdjDxHuN1d6KFR95EkJpbX2vjOK7vwSreDTs3DhbsOYe/SChp1XynDBjGl+xNH5kJ45ImVuN6wCkC4u11a6GPbfB/tpjjzZJgcBYcg5TTXMyzUspevb8TwKCgTx3l+inF5Qmm+2qFivfenGWETY2tOiBliNaJR97E4N8TSYheLnQEcO4IX2Diy2sLhlTb8NGiuOBdXLtgsckUZJm8zA6hUEiy2B7hw5yGcv/0IAODZIzvw3PIOdEc1mDzBYqWPnQs9uHaElV4Dy8faGHmO2EomOWzkM1HpZr8TrEqChc4QOxZ68EOxAhJF5qSRU7bdmJAMthNjcV7U1bFuA8OhC6uSoN0eAQT0unWEQWVjhryaPBN6gu1GiEILoXRjreomipLCDKDV9LCtM8DasI61fh22HcF1IoxHDsLAOiEbeeu7l959EyzTTY0cxaOVVHgnLNrSNItUcDKHBOJ3Upu6ZLRQqvCX+wKl+WUHzeV7cvaVSJwJyl6g7B3JRyrdfDAUQSGb9dw7GfK4PJnhlm1pUbiqZ22yWehU8TJTO6aw3Q9poFEmZqlVSMMwnY3Or8v0xE9KKHfBLANFWgDJAKmci+1uqSHKkhDJ8wfB5jtgO7cr9UxgJgPFSrswkYZhiPIXAqEyJurJIuEdLvvAWdYGIuhq+oppZAorMwAYaaBRWaxUzmdRpOOUv1xKJ4JhARSLrUgAcuOaCMwBSHqN4xx4eVm4z7bTGaaw1CdZGliVUOAh75suB4UMPB00VKFquhyJb6S6iWwowGAcpsUR+/nqpewnViUBMYYkLK5GwWCwnFgEMoyRl0caO3JFh+e8QQQ6dBS01gU7/xwwGeWbiToxbYJhUboSRIX+Vqkm4ImBJMzrVb7r1mKEY7PY38CEG95agnCorPal35VhE1gFSIaT37zZIFAE8KCUFwhWkyMZGakwVBUWgtEEeJ+BBiLeD2s1RHXaAHMAPpCPKlvW6hBG/VgxduTKV4cBIwj382ozMwJ1GFhXjis5F3IYeJXB7OVGruz3vCHSN4bKPSZ6CJ9nMIYEFqJQLjKZWCVeScA4ECcBvnzwE9q99EmElE1nffx/w6iJLV62G8FxI/iejSQy0WmP0Kz6ONptYjwuumUvaLnp1jZ5qDfyLdCIgUwjX9We8JgyBUxs6anWA9h2nCkTpsXRanqwzCRf3ck8s6HAQaL9eB/cMTC8tI56LcBcawSeGDjWryMI7NJ3O71Ys3kW/zRMjlo1RLPmwTAII8/BcOwiScQ20JobYrE5QKfqIYgtrAya6I2rQvmbplSq+sEMOEdC7FHdS6cvMkOcxbDtWKwcWAkMgyOKTQRhBUFoIUpMcG6kdTBF+VQvTxg4KblZHKe9B0y2/3rlS+8ZAcf2/7OCI9cu5gFDp+WxXrdSn5nGWb2uvjOrHFPyY0wYNpbJYVdiOFm9E+LEgB9U4IcVRLGZxgHKE9j++RW0H+vh4C1nI1ia4l56glT+M1OzGKHqhFhsDDFfGyMmA0cHDayNaghjCwxi+1qr5sO1I4xDG4ORKwLgFpR8Nju7GXRYJBxlkSUCtjdrPuYaYwSRJRwoRBYaT4+K7qVnpGmYHI2aiIMzGotvCBArKo4dYzRyxLevTGpMYIo9CCA9jxPDNDkC7/gBVQ2TMNdKx79eE55vw62GsCyO0chJnRYA3Avw/Q/8L+1eGoCIz0IcTCqJBcMBUBXeonmZ/l0eIOSvqiFQskjzg+hKXkw97C6VOuXDkdxKqywMmDyXIAc9ZuSeVwwGOSOQOSconxdQjZ/yao58TInjkz0jvcYlKL4nyTCkMwZFowlEIj15DkaWIzV2KKK8XiCMIbn9i+SqpGwShsylMZXPIxDAOBcDGcvvyTg04KlxkZUpFcxpG2T3Um7Z+ZxElCv3ysbyZosAbrA0KRJbjtLtXzySfUBV3tM0ZFwjQAnUKeqJx0rbKYM9RciNmMJ2JyDxjazOmGIMgIDEyw0tls56kSm278WRgWmzvHFkIt8umCZHBCJDGEZyFUV+Gmme0WjWflma/D1VdJKQCUOG87yPpd9AJGP1pHmobq6D4RQ//YxAMRD2zLxclD/EQwZkfQBpPYqJj2RYGqEVoyA6HAJJAtaoF9MkgPeK72We3UKARywzcAoe+kb5dyJXDuU9rOXlV78hRgBbLbWV7Ks+hxkU606+ZwxRKEu2OkeAeWy6tskSgnlUrqTS+oqMxqsDozSmmgiQx7kBtxYgMiys9eqIYhPb5gboWgn6g2o+A1qWS4CIR5YwVNwY3DIQ+4biWGUDjUhiS+qo7yJyY9QbvggwOnSwtlZHtRqi3RohcCsYDKpiW640cCb3RgqKnGE4FC6jW80xdsz3MQ5sdAciHshGjIrZfMW7PDEwHLkYjR04tnAcsHOxCy+siOu+g5Hn4AeWOAy+vdXH7rk19L0qVoYNjHw7d687TflS+a3LlYE4EHELUWSK7T7S8KnEcOwYndYYBhPbpaLIRBCJbYJJYohzIWr9lX6dkWWxPjIZP+PZcvlUg+JEjUxVXSobMuX8ZynFJMabbEdKmWfZqIEwagyDULHyeq1YQlmIYhN+WMFo7CKKTVGnG9myWNjyMM2Sk2TTMdsg2FaMds3DYmMEx4owDFy8cGwRQ98BT4zUcAjQqqYGuO9g9Vg9Pc8lk5/BjZV+zrjv/r8RrFEMutrF/NwYRMDRXhNjb0ZMnCltxJg4r9RujkFgONZtIIosVCox6vUAPGHo9mobi40zpe0Ni8N2YxAB/sieEQRUlkuce1vsDFCxEhxabSOOTVTrARiA4cAVK1/rVs50bH1Dh1BcJUmv5R+qFOZlhUB5iNSXVANCMZLU9CZGEOTuj2Ue2X2a7DxERWcAUw8Vs4JDgTwwtXyOSveEcCSWKnITA5SiXGV5pGWUiiEp99TzAIVRD+nKTfpOwoUBYyjb+dRxJUuLZcZe4cC2bBuOojJc4Kg8nhpTZDDlnE7pOcm58GGKtBlQ2HpVoCJdjQPZGZk8TeQKubItST3Er7az9NpHUFxNZx6yS3VU6L6UnotBwUECk3FtZJcy0rqQ/VWuonElYbUNsr8l/0lXz0wxkEnG6sxWg0r9uKyXT6kDmbfoFopbbkrrTq4alZw6FNLJ+hSbcn/KtyXLl30DpW8ryyfN264AqCgGCHKSMr1UaBFY2gSi3ouyRho7af2lOmLmOhqklIXyVwqfVqkeCmNOkffE87KsKF2fCqXdX812I43jQlXy4tCEx11U6wEMkzAciZWJxc4AlpVgrVdXZkOVMSztaDw2EI4rsKsR7NQFNZ2oYkAMoW8hjmqoNwK0OmOMRw48T7hYbjU9LMwPMBiWPLNl70/mlcQG1roNDEcu5lpj7Nq2hv6oiv6wKjw2qTiewj3tHgFEDL5vIwgqqFQS1Gs+FjtDJJxhOHYx9h0c7TWxMmigls7An1M9ipgzdGsNrI3q2UH0CZyYTgXZLsLwMYXhMxaGj2lwVCox7EqCqhOiUfPBGCHhBqJYPBvFwvhJ0oPehSJPUSY3zHGakaP+rv4sT4JtNM9Ml1J0oln5AtP1JSZWTJhBME2erdbYVoyKJWZiE84QxRbGvo0wqiJOJldsfjgoY6/yN4NwDd1wfSw2hmi7HoKkgpVhHWvjGsJIqNK2laDRGKPuhIi5gf64KhwMJEbejjP6t4yRR9Z6Kx7ps4xgnG+i3QhgdYZYGwmHHVO9l5XzTNvINDmaDR9VJ8TQE5MFADK30WPPTr9xNpnGLEjeTOwOqTgx4shEHK7vsEMaXNvn+ki4geVjbRAx1OoBksQQXuiyspHyb2N4HRg6lJ5EkkZLrvQVlXupIJDygVL+jDq7mf2tjkLyuTyrbJQqKxiZMGDTFa2yIj9tr7w6QEx5jmWxWpCv9kjFhQGFQU3d8lIw5AiqS+0JfgUueXqMq3XGUkOTUPRcViq7UgbGOUi9rqaX1W+pbtNrwo0yAM4nxmq1PmT9QBpksq2MvAykrD7J6pDtXPZ0BqNUv8CkkSPfyVxZU9ZWYEr/UfuJUb5Wkh5lb2dy1r68+ib7e+pIQnVZLJVyVkhjSl0r9Z+dw8orZkK5Fitdyj2ZBvK81O3+oi7y1QRmKMZCYWUCuXGVCVT1u5W81UIpfVAVZuUJBLmdVE4iGOXAn8jrZtJqQ+YoBAofUKG8chI8jzdV4liq1nwMwuQ9daxQjV2lTomkC3a1oqd8T4WJHUx6XtQ4+ZD9NK33JDIwHrioNgJU6wH8sY3lYx1sm+tjaaGPlbUmolAaB6S8n17hwpORZcdwaiEi3xKzseWuehxSPDEw7FdRcYQb6mx1p1uH40ZoNz1UqyH6/Wq6ClwYQDChzZAI0Hl0tQnHqWKuJdxRd4e1zKA7YaifjbxEDGFoIQwb6FscVTcUrnubY3iBLQ5Xp6s8Fuug4XhYdEZYag7gxxaOjeroj6v51iKUvruy7FTLquoDrPCQ4JZ6cosTA54nhxqxVadiJahYMVwnQqMWwDQ4iJhwdBCbiGMTcWIijg1wbmRblfNhSB38yoSnVRyb8ruKaTqHern0nnq9PKRN5Id865cLmCyBafLUqElgWwksK8nqIEpE+b3ARn8kfherNcfhOxMzylzWw5kwTGtugLnaGJ2aB4DQHdfw7JEleKENnjAYJqFeDdCsBqhYCbyggiPdJsJIuIKfFBXTuYot8bONAUCM45VKjLnmGDUnRH/sorcivLgpikeexmQ3FNvt3BCtpoc4NrHSbSKOTVTsGPWaMCx6/TTNspFT7l5T6lCexzEtjlCOP2rRleo3/ARUNTKnA0PfwVq/DsMk1Oo+wtBKPbMBcndDNoF9Am2+ZQ0dqSjHFIktV2rvjSlXIKe5q2XpIZbUnbIIPomiMgDkinamxGUXkT1QUFBKgxERCj6TCWKbnVTegEmjIr3GeQgYDAZZeRkyBSs94iy3YXGADCNV3pUAUZJDYdmipCgV0p6o5Mnr5dUt9W8gNxpkm0hlSzUmDAZKQnCKwHgIlohDLVknl+eEZN5qQFaVw9T4LpQqrwon9bZqBIHlKyXyPlPylXXImCjPlC11eVeQfSFX9IlzUByCxUGxHyjesDIdpmAQK4Nh2ifF6hEmjLvsnbS/k8FSj1rKfdmP5Tk2mZdaf6YBJHx62uqKj2ogcQJPAhBFMBIfSOMfMOX7yeIXTWsLWf/qvWlbK0tCNDeGeP63xLRYVTNXM48H0YmIQiDhYEnqMY/ydpPb18r2FoDCGZ2Mm5p/gRPya6Q8U5bZ8p5sO0OOZWrd0Owyqt8jB2IeppdPSFPWWAeyLrnnT73PAQw9gl0N4VoevKGDHwwdLHRG2FY7jCN+E2FYmaFwiA4WjoG4wlFxfIAbiAL5vCKPZp3dUQaRZAyEfQPVWoAmH2AYVzFerSDoVVCvB5irDTEYuvDGTrYtJQl8cDLAvenqxXgMeF0Hrssw3+qi0SCsDuoYew7y7XnlSsPxdfbSdc6AaAAMmCMOp9cCLDh9JLaBwUjMtK96Fla7bVTSrUjz9VXsnIvgBRUcHYrzPLHqphpAEoSIeYgkDGa24brIxoB83AqlvEEFYMIFr2lwWFaCiinOJ7hWDDON4cNA4JSuAsWmMIYSEwmX5wlLtgaUai2pMRNPMQA+IQ59cF+05Wzttqw7lewcBoARTEYwzAQVi6OSrtAYBofBRCBxTgxJYiIODIxHJqLYAE8sUR6SRg1BuMAsCIES/1lQ+af9NApEO/o+yM8OOoMYwa7E2NYcYLE+AmOEtXEN/+9YHePAFittIFimh07dQ8MNECUmBmsuxp6bck6KPAt1XtaZaMozk9VsmhxzzTGaVQ/DsYuXD9fE2SOaHbMq8X1QRKKfMrGK02l6sKwYa0dd+L4JxkLUawFsM8bwmIMwNIVMm8Z11veWwjA5TCcG94EgsECcl14oFpIMoGl6mLdHWDlax3BkwaqM4JgxxscqiEIOoiCtJhJnnyvyjI749jYim7asM4IXXngB55133ummoaGhoXHG4+WXX8ZZZ511umlsCWjZpKGhoXFysBHZtGVXdObn5wEABw8eRLvdPs1sNo5+v4+zzz4bL7/88hnl5Ujzfm1xJvI+EzkDr2/eRITBYIBdu3adZHavX2jZ9NriTOR9JnIGNO/XGq9n3icim7asoWOk+8vb7fYZ1QEkWq2W5v0aQvN+7XAmcgZev7zPJGX8TICWTacHZyLvM5EzoHm/1ni98t6obNKnTTU0NDQ0NDQ0NDQ0thy0oaOhoaGhoaGhoaGhseWwZQ0dx3HwB3/wB3Ac53RTOSFo3q8tNO/XDmciZ0Dz1ji5OFPbRfN+7XAmcgY079camvfGsGW9rmloaGhoaGhoaGhovH6xZVd0NDQ0NDQ0NDQ0NDRev9CGjoaGhoaGhoaGhobGloM2dDQ0NDQ0NDQ0NDQ0thy0oaOhoaGhoaGhoaGhseWwZQ2dT3ziEzjnnHPgui6uuuoqPPbYY6eNy5133om3v/3taDab2L59O372Z38Wzz77bOEZ3/dx8803Y2FhAY1GAz//8z+Pw4cPF545ePAgrr32WtRqNWzfvh2333474jh+Tcpw1113gTGG2267bdNzfuWVV/DLv/zLWFhYQLVaxSWXXILHH388u09E+P3f/33s3LkT1WoV+/fvx/PPP19IY3V1Fddffz1arRY6nQ5+4zd+A8Ph8JRxTpIEH/nIR3DuueeiWq3ivPPOwx/+4R9C9RWyGXh/9atfxU//9E9j165dYIzhc5/7XOH+yeL4zDPP4F3vehdc18XZZ5+NP/mTPzllvKMowh133IFLLrkE9Xodu3btwq/8yq/gBz/4wabmXcZNN90Exhj+4i/+4rTz1piOzSSXAC2btGw6PrRs0rLpRHmXcdplE21B3HPPPWTbNv393/89ffvb36bf/M3fpE6nQ4cPHz4tfK655hr65Cc/SQcOHKCnnnqKfuqnfor27NlDw+Ewe+amm26is88+mx544AF6/PHH6Ud+5Efo6quvzu7HcUwXX3wx7d+/n5588kn64he/SIuLi/R7v/d7p5z/Y489Rueccw699a1vpVtvvXVTc15dXaW9e/fSr/7qr9Kjjz5KL7zwAt1333303e9+N3vmrrvuona7TZ/73Ofo6aefpve+97107rnnkud52TM/+ZM/SZdeeil9/etfp6997Wt0/vnn03XXXXfKeH/0ox+lhYUF+sIXvkAvvvgifeYzn6FGo0Ef+9jHNhXvL37xi/ThD3+Y7r33XgJAn/3sZwv3TwbHXq9HS0tLdP3119OBAwfo05/+NFWrVfqbv/mbU8K72+3S/v376V/+5V/ov//7v+mRRx6hK6+8ki6//PJCGpuNt4p7772XLr30Utq1axf9+Z//+WnnrTGJzSaXiLRs0rLp+NCyScumE+WtYjPIpi1p6Fx55ZV08803Z38nSUK7du2iO++88zSyynHkyBECQF/5yleISHTmSqVCn/nMZ7Jn/uu//osA0COPPEJEolMZhkHLy8vZM3fffTe1Wi0KguCUcR0MBnTBBRfQ/fffTz/2Yz+WCZPNyvmOO+6gd77znTPvc85px44d9Kd/+qfZtW63S47j0Kc//WkiIvrOd75DAOgb3/hG9syXvvQlYozRK6+8ckp4X3vttfTrv/7rhWvve9/76Prrr9+0vMuD28ni+Fd/9Vc0NzdX6CN33HEHvelNbzolvKfhscceIwD00ksvbXre3//+92n37t104MAB2rt3b0GYbAbeGgKbXS4RadmkZdMktGw6/WO8Ci2bTpz3ltu6FoYhnnjiCezfvz+7ZhgG9u/fj0ceeeQ0MsvR6/UAAPPz8wCAJ554AlEUFThfeOGF2LNnT8b5kUcewSWXXIKlpaXsmWuuuQb9fh/f/va3TxnXm2++Gddee22B22bm/O///u+44oor8Au/8AvYvn07LrvsMvzd3/1ddv/FF1/E8vJygXe73cZVV11V4N3pdHDFFVdkz+zfvx+GYeDRRx89JbyvvvpqPPDAA3juuecAAE8//TQefvhhvOc979nUvFWcLI6PPPIIfvRHfxS2bWfPXHPNNXj22WextrZ2yssBiG+UMYZOp7OpeXPOccMNN+D222/HRRddNHF/s/J+veFMkEuAlk1aNk1Cy6bNNVZq2XTivLecobOysoIkSQoDGAAsLS1heXn5NLHKwTnHbbfdhne84x24+OKLAQDLy8uwbTvruBIq5+Xl5allkvdOBe655x5885vfxJ133jlxb7NyfuGFF3D33XfjggsuwH333Yf3v//9+OAHP4h//Md/LOS7Xv9YXl7G9u3bC/cty8L8/Pwp4/27v/u7+KVf+iVceOGFqFQquOyyy3Dbbbfh+uuv39S8VZwsjqej36jwfR933HEHrrvuOrRarU3N+4//+I9hWRY++MEPTr2/WXm/3rDZ5RKgZZOWTdOhZdPmGSu1bPrheFsnQlzj1ePmm2/GgQMH8PDDD59uKuvi5Zdfxq233or7778fruuebjobBuccV1xxBf7oj/4IAHDZZZfhwIED+Ou//mvceOONp5ndbPzrv/4rPvWpT+Gf//mfcdFFF+Gpp57Cbbfdhl27dm1q3lsNURThF3/xF0FEuPvuu083nXXxxBNP4GMf+xi++c1vgjF2uulonOHQsunUQssmjVcDLZt+eGy5FZ3FxUWYpjnhYeXw4cPYsWPHaWIlcMstt+ALX/gCHnroIZx11lnZ9R07diAMQ3S73cLzKucdO3ZMLZO8d7LxxBNP4MiRI3jb294Gy7JgWRa+8pWv4C//8i9hWRaWlpY2HWcA2LlzJ97ylrcUrr35zW/GwYMHC/mu1z927NiBI0eOFO7HcYzV1dVTxvv222/PZs4uueQS3HDDDfjt3/7tbMZys/JWcbI4no5+A+SC5KWXXsL999+fzZhtVt5f+9rXcOTIEezZsyf7Rl966SV86EMfwjnnnLNpeb8esZnlEqBl06nmDGjZpGXTDw8tm14d7y1n6Ni2jcsvvxwPPPBAdo1zjgceeAD79u07LZyICLfccgs++9nP4sEHH8S5555buH/55ZejUqkUOD/77LM4ePBgxnnfvn341re+VegYssOXB8+TgXe/+9341re+haeeeir7d8UVV+D666/Pft9snAHgHe94x4R71Oeeew579+4FAJx77rnYsWNHgXe/38ejjz5a4N3tdvHEE09kzzz44IPgnOOqq646JbzH4zEMo/g5mqYJzvmm5q3iZHHct28fvvrVryKKouyZ+++/H29605swNzd3SrhLQfL888/jy1/+MhYWFgr3NyPvG264Ac8880zhG921axduv/123HfffZuW9+sRm1EuAVo2adl0fGjZpGXTiWLTyaYTcl1whuCee+4hx3HoH/7hH+g73/kO/dZv/RZ1Op2Ch5XXEu9///up3W7Tf/7nf9KhQ4eyf+PxOHvmpptuoj179tCDDz5Ijz/+OO3bt4/27duX3ZfuMH/iJ36CnnrqKfqP//gP2rZt22viwlNC9WyzWTk/9thjZFkWffSjH6Xnn3+ePvWpT1GtVqN/+qd/yp656667qNPp0L/927/RM888Qz/zMz8z1c3kZZddRo8++ig9/PDDdMEFF5xSF5433ngj7d69O3Phee+999Li4iL9zu/8zqbiPRgM6Mknn6Qnn3ySANCf/dmf0ZNPPpl5gDkZHLvdLi0tLdENN9xABw4coHvuuYdqtdqrcoW5Hu8wDOm9730vnXXWWfTUU08VvlHV28tm4z0NZc82p4u3xiQ2m1wi0rJJy6bjQ8smLZtOlPc0nE7ZtCUNHSKij3/847Rnzx6ybZuuvPJK+vrXv37auACY+u+Tn/xk9oznefSBD3yA5ubmqFar0c/93M/RoUOHCul873vfo/e85z1UrVZpcXGRPvShD1EURa9ZOcrCZLNy/vznP08XX3wxOY5DF154If3t3/5t4T7nnD7ykY/Q0tISOY5D7373u+nZZ58tPHPs2DG67rrrqNFoUKvVol/7tV+jwWBwyjj3+3269dZbac+ePeS6Lr3hDW+gD3/4w4XBbDPwfuihh6b25RtvvPGkcnz66afpne98JzmOQ7t376a77rrrlPF+8cUXZ36jDz300KblPQ3ThMnp4K0xHZtJLhFp2aRl0/GhZZOWTSfKexpOp2xiREp4Ww0NDQ0NDQ0NDQ0NjS2ALXdGR0NDQ0NDQ0NDQ0NDQxs6GhoaGhoaGhoaGhpbDtrQ0dDQ0NDQ0NDQ0NDYctCGjoaGhoaGhoaGhobGloM2dDQ0NDQ0NDQ0NDQ0thy0oaOhoaGhoaGhoaGhseWgDR0NDQ0NDQ0NDQ0NjS0HbehoaGhoaGhoaGhoaGw5aENHQ0NDQ0NDQ0NDQ2PLQRs6GhoaGhoaGhoaGhpbDtrQ0dDQ0NDQ0NDQ0NDYctCGjoaGhoaGhoaGhobGlsP/Bw7I1+FVN4VZAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rings = fabio.open(ring_file).data\n", "img = fabio.open(grid_file).data\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(img.clip(0,1000), interpolation=\"bilinear\")\n", "ax[0].set_title(\"grid\")\n", "ax[1].imshow(numpy.arcsinh(rings), interpolation=\"bilinear\")\n", "ax[1].set_title(\"rings\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Image processing\n", "\n", "There are 3 pre-processing steps which are needed.\n", "\n", "1. Define for each module a unique identifier which will be used later on during the fitting procedure\n", "2. Define the proper mask: each module is the assembly of 4x2 sub-modules and there are (3) interpolated pixels between each sub-module, such \"unreliable pixels should be masked out as well\n", "3. Correct the grid image by the smoothed image to have a constant background.\n", "4. Convolve the raw image with a typical hole shape to allow a precise spotting of the hole center.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus CdTe 2M\t PixelSize= 172µm, 172µm\t BottomRight (3)\n" ] } ], "source": [ "# This is the default detector as definied in pyFAI according to the specification provided by Dectris:\n", "pilatus = pyFAI.detector_factory(\"Pilatus_2m_CdTe\")\n", "print(pilatus)\n", "\n", "mask1 = pilatus.mask\n", "module_size = pilatus.MODULE_SIZE\n", "module_gap = pilatus.MODULE_GAP\n", "submodule_size = (96,60)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#1 + 2 Calculation of the module_id and the interpolated-mask:\n", "mid = numpy.zeros(pilatus.shape, dtype=int)\n", "mask2 = numpy.zeros(pilatus.shape, dtype=int)\n", "idx = 1\n", "for i in range(8):\n", " y_start = i*(module_gap[0] + module_size[0])\n", " y_stop = y_start + module_size[0]\n", " for j in range(3):\n", " x_start = j*(module_gap[1] + module_size[1])\n", " x_stop = x_start + module_size[1]\n", " mid[y_start:y_stop,x_start: x_start+module_size[1]//2] = idx\n", " idx+=1\n", " mid[y_start:y_stop,x_start+module_size[1]//2: x_stop] = idx\n", " idx+=1\n", " mask2[y_start+submodule_size[0]-1:y_start+submodule_size[0]+2,\n", " x_start:x_stop] = 1\n", " for k in range(1,8):\n", " mask2[y_start:y_stop,\n", " x_start+k*(submodule_size[1]+1)-1:x_start+k*(submodule_size[1]+1)+2] = 1" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "#Extra masking\n", "mask0 = img<0\n", "#Those pixel are miss-behaving... they are the hot pixels next to the beam-stop\n", "mask0[915:922,793:800] = 1\n", "mask0[817:820,747:750] = 1" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,3, figsize=(10,4))\n", "ax[0].imshow(mid, interpolation=\"bilinear\")\n", "ax[0].set_title(\"Module Id\")\n", "\n", "ax[1].imshow(mask2+mask1+mask0, interpolation=\"bilinear\")\n", "ax[1].set_title(\"Combined mask\")\n", "\n", "nimg = img.astype(float)\n", "nimg[numpy.where(mask0+mask1+mask2)] = numpy.nan\n", "\n", "\n", "ax[2].imshow(nimg)#, interpolation=\"bilinear\")\n", "ax[2].set_title(\"Nan masked image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# The Nan-masked image contains now only valid values (and Nan elsewhere). We will make a large median filter to \n", "# build up a smooth image without gaps.\n", "#\n", "# This function is backported from future version of numpy ... it allows to expose a winbowed view \n", "# to perform the nanmedian-filter\n", "\n", "def sliding_window_view(x, shape, subok=False, readonly=True):\n", " \"\"\"\n", " Creates sliding window views of the N dimensional array with the given window\n", " shape. Window slides across each dimension of `x` and extract subsets of `x`\n", " at any window position.\n", " Parameters\n", " ----------\n", " x : array_like\n", " Array to create sliding window views of.\n", " shape : sequence of int\n", " The shape of the window. Must have same length as the number of input array dimensions.\n", " subok : bool, optional\n", " If True, then sub-classes will be passed-through, otherwise the returned\n", " array will be forced to be a base-class array (default).\n", " readonly : bool, optional\n", " If set to True, the returned array will always be readonly view.\n", " Otherwise it will return writable copies(see Notes).\n", " Returns\n", " -------\n", " view : ndarray\n", " Sliding window views (or copies) of `x`. view.shape = x.shape - shape + 1\n", " See also\n", " --------\n", " as_strided: Create a view into the array with the given shape and strides.\n", " broadcast_to: broadcast an array to a given shape.\n", " Notes\n", " -----\n", " ``sliding_window_view`` create sliding window views of the N dimensions array\n", " with the given window shape and its implementation based on ``as_strided``.\n", " Please note that if readonly set to True, views are returned, not copies\n", " of array. In this case, write operations could be unpredictable, so the returned\n", " views are readonly. Bear in mind that returned copies (readonly=False) will\n", " take more memory than the original array, due to overlapping windows.\n", " For some cases there may be more efficient approaches to calculate transformations\n", " across multi-dimensional arrays, for instance `scipy.signal.fftconvolve`, where combining\n", " the iterating step with the calculation itself while storing partial results can result\n", " in significant speedups.\n", " Examples\n", " --------\n", " >>> i, j = np.ogrid[:3,:4]\n", " >>> x = 10*i + j\n", " >>> shape = (2,2)\n", " >>> np.lib.stride_tricks.sliding_window_view(x, shape)\n", " array([[[[ 0, 1],\n", " [10, 11]],\n", " [[ 1, 2],\n", " [11, 12]],\n", " [[ 2, 3],\n", " [12, 13]]],\n", " [[[10, 11],\n", " [20, 21]],\n", " [[11, 12],\n", " [21, 22]],\n", " [[12, 13],\n", " [22, 23]]]])\n", " \"\"\"\n", " np = numpy\n", " # first convert input to array, possibly keeping subclass\n", " x = np.array(x, copy=False, subok=subok)\n", "\n", " try:\n", " shape = np.array(shape, dtype=np.int64)\n", " except:\n", " raise TypeError('`shape` must be a sequence of integer')\n", " else:\n", " if shape.ndim > 1:\n", " raise ValueError('`shape` must be one-dimensional sequence of integer')\n", " if len(x.shape) != len(shape):\n", " raise ValueError(\"`shape` length doesn't match with input array dimensions\")\n", " if np.any(shape <= 0):\n", " raise ValueError('`shape` cannot contain non-positive value')\n", "\n", " o = np.array(x.shape) - shape + 1 # output shape\n", " if np.any(o <= 0):\n", " raise ValueError('window shape cannot larger than input array shape')\n", "\n", " if type(readonly) != bool:\n", " raise TypeError('readonly must be a boolean')\n", "\n", " strides = x.strides\n", " view_strides = strides\n", "\n", " view_shape = np.concatenate((o, shape), axis=0)\n", " view_strides = np.concatenate((view_strides, strides), axis=0)\n", " view = as_strided(x, view_shape, view_strides, subok=subok, writeable=not readonly)\n", "\n", " if not readonly:\n", " return view.copy()\n", " else:\n", " return view" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1679, 1475)\n", "(1697, 1485)\n", "(1679, 1475)\n", "CPU times: user 9.4 s, sys: 1.27 s, total: 10.7 s\n", "Wall time: 10.7 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time \n", "#Calculate a background image using a large median filter ... takes a while\n", "shape = (19,11)\n", "print(nimg.shape)\n", "padded = numpy.pad(nimg, tuple((i//2,) for i in shape), mode=\"edge\")\n", "print(padded.shape)\n", "background = numpy.nanmedian(sliding_window_view(padded, shape), axis = (-2,-1))\n", "print(background.shape)\n", "fig,ax = subplots()\n", "ax.imshow(background)\n", "ax.set_title(\"Background image\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 17.728813559322035\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots(1,2, figsize=(9,5))\n", "\n", "normalized = (nimg/background)\n", "\n", "low = numpy.nanmin(normalized)\n", "high = numpy.nanmax(normalized)\n", "print(low, high)\n", "normalized[numpy.isnan(normalized)] = 0\n", "normalized /= high\n", "\n", "ax[0].imshow(normalized)\n", "ax[0].set_title(\"Normalized image\")\n", "\n", "ax[1].hist(normalized.ravel(), 100, range=(0,1))\n", "ax[1].set_title(\"Histogram of intensities in normalized image\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For a precise measurement of the peak position, one trick is to convolve the image with a pattern which looks like a hole of the grid.\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#print the profile of the normalized image: the center is difficult to measure due to the small size of the hole.\n", "fig,ax = subplots(2)\n", "ax[0].plot(normalized[:,545])\n", "ax[1].plot(normalized[536,:])\n", "pass" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "19.63857792789662\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Definition of the convolution kernel\n", "ksize = 5\n", "y,x = numpy.ogrid[-(ksize-1)//2:ksize//2+1,-(ksize-1)//2:ksize//2+1]\n", "d = numpy.sqrt(y*y+x*x)\n", "\n", "#Fade out curve definition\n", "fadeout = lambda x: 1/(1+numpy.exp(5*(x-2.5)))\n", "\n", "kernel = fadeout(d)\n", "mini=kernel.sum()\n", "print(mini)\n", "\n", "fig,ax = subplots(1,3)\n", "ax[0].imshow(d)\n", "ax[0].set_title(\"Distance array\")\n", "\n", "ax[1].plot(numpy.linspace(0,5,100),fadeout(numpy.linspace(0,5,100)))\n", "ax[1].set_title(\"fade-out curve\")\n", "\n", "ax[2].imshow(kernel)\n", "ax[2].set_title(\"Convolution kernel\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1679, 1475)\n" ] }, { "data": { "text/plain": [ "(array([1065]), array([338]))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "my_smooth = convolve(normalized, kernel, mode=\"constant\", cval=0)/mini\n", "print(my_smooth.shape)\n", "fig,ax = subplots(1,2)\n", "ax[0].imshow(normalized.clip(0,1))\n", "ax[0].set_ylim(1050,1100)\n", "ax[0].set_xlim(300,350)\n", "ax[1].imshow(my_smooth.clip(0,1))\n", "ax[1].set_ylim(1050,1100)\n", "ax[1].set_xlim(300,350)\n", "numpy.where(my_smooth == my_smooth.max())" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "335009\n", "782371\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#mask out all pixels too close to any masked position\n", "\n", "all_masks = numpy.logical_or(numpy.logical_or(mask0,mask1),mask2)\n", "print(all_masks.sum())\n", "big_mask = binary_dilation(all_masks, iterations=ksize//2+1+1)\n", "print(big_mask.sum())\n", "smooth2 = my_smooth.copy()\n", "smooth2[big_mask] = 0\n", "fig,ax = subplots()\n", "ax.imshow(smooth2)\n", "pass" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display the profile of the smoothed image: the center is easy to measure thanks to the smoothness of the signal\n", "fig,ax = subplots(2)\n", "ax[0].plot(my_smooth[:,545])\n", "ax[1].plot(my_smooth[536,:])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Peak picking\n", "\n", "We use the watershed module from *pyFAI* to retrieve all peak positions.\n", "Those regions are sieved out respectively for:\n", "\n", "* their size, it should be larger than the kernel itself\n", "* the peaks too close to masked regions are removed\n", "* the intensity of the peak\n", "\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of region segmented: 82126\n", "Number of large enough regions : 41333\n" ] } ], "source": [ "iw = InverseWatershed(my_smooth)\n", "iw.init()\n", "iw.merge_singleton()\n", "all_regions = set(iw.regions.values())\n", "\n", "regions = [i for i in all_regions if i.size>mini]\n", "\n", "print(\"Number of region segmented: %s\"%len(all_regions))\n", "print(\"Number of large enough regions : %s\"%len(regions))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of peaks not on masked areea : 30001\n" ] } ], "source": [ "#Remove peaks on masked region\n", "sieved_region = [i for i in regions if not big_mask[(i.index//nimg.shape[-1], i.index%nimg.shape[-1])]]\n", "print(\"Number of peaks not on masked areea : %s\"%len(sieved_region))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Histogram of peak height:\n", "s = numpy.array([i.maxi for i in sieved_region])\n", "\n", "fig, ax = subplots()\n", "ax.hist(s, 100)\n", "pass" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of remaining peaks with I>0.1: 2075\n" ] } ], "source": [ "#sieve-out for peak intensity\n", "int_mini = 0.1\n", "peaks = [(i.index//nimg.shape[-1], i.index%nimg.shape[-1]) for i in sieved_region if (i.maxi)>int_mini]\n", "print(\"Number of remaining peaks with I>%s: %s\"%(int_mini, len(peaks)))\n", "\n", "peaks_raw = numpy.array(peaks)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refined peak coordinate:\n", "[(1243.1026364043355, 1160.8373132646084), (243.63118115067482, 1251.2390902638435), (1124.1736783087254, 14.622147679328918), (1124.2658641934395, 44.14247363805771), (1124.131189018488, 73.52468222379684), (1124.2952155470848, 102.91311818361282), (1124.201665148139, 132.38732105493546), (1124.2601762115955, 161.74122136831284), (1124.3162825405598, 191.17621387541294), (1124.2036142498255, 220.52263024449348)]\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Finally the peak positions are interpolated using a second order taylor expansion \n", "# in thevinicy of the maximum value of the signal:\n", "\n", "#Create bilinear interpolator\n", "bl = Bilinear(my_smooth)\n", "\n", "#Overlay raw peak coordinate and refined peak positions\n", "\n", "ref_peaks = [bl.local_maxi(p) for p in peaks]\n", "fig, ax = subplots()\n", "ax.imshow(img.clip(0,1000), interpolation=\"nearest\")\n", "peaks_ref = numpy.array(ref_peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \".r\")\n", "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \".b\")\n", "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n", "print(\"Refined peak coordinate:\")\n", "print(ref_peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage we have about 2000 peaks (with sub-pixel precision) which are visually distributed on all modules.\n", "Some modules have their peaks located along sub-module boundaries which are masked out, hence they have fewer ontrol point for the calculation.\n", "Let's assign each peak to a module identifier. This allows to print out the number of peaks per module:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of keypoint per module:\n", "Module id: 1 cp: 48\n", "Module id: 2 cp: 30\n", "Module id: 3 cp: 48\n", "Module id: 4 cp: 46\n", "Module id: 5 cp: 42\n", "Module id: 6 cp: 47\n", "Module id: 7 cp: 47\n", "Module id: 8 cp: 30\n", "Module id: 9 cp: 48\n", "Module id: 10 cp: 48\n", "Module id: 11 cp: 41\n", "Module id: 12 cp: 39\n", "Module id: 13 cp: 48\n", "Module id: 14 cp: 30\n", "Module id: 15 cp: 47\n", "Module id: 16 cp: 48\n", "Module id: 17 cp: 42\n", "Module id: 18 cp: 48\n", "Module id: 19 cp: 47\n", "Module id: 20 cp: 30\n", "Module id: 21 cp: 48\n", "Module id: 22 cp: 47\n", "Module id: 23 cp: 42\n", "Module id: 24 cp: 47\n", "Module id: 25 cp: 48\n", "Module id: 26 cp: 30\n", "Module id: 27 cp: 48\n", "Module id: 28 cp: 47\n", "Module id: 29 cp: 41\n", "Module id: 30 cp: 50\n", "Module id: 31 cp: 46\n", "Module id: 32 cp: 30\n", "Module id: 33 cp: 48\n", "Module id: 34 cp: 42\n", "Module id: 35 cp: 47\n", "Module id: 36 cp: 48\n", "Module id: 37 cp: 48\n", "Module id: 38 cp: 28\n", "Module id: 39 cp: 48\n", "Module id: 40 cp: 42\n", "Module id: 41 cp: 44\n", "Module id: 42 cp: 48\n", "Module id: 43 cp: 47\n", "Module id: 44 cp: 26\n", "Module id: 45 cp: 46\n", "Module id: 46 cp: 42\n", "Module id: 47 cp: 45\n", "Module id: 48 cp: 48\n" ] } ], "source": [ "yxi = numpy.array([i+(mid[round(i[0]),round(i[1])],) \n", " for i in ref_peaks], dtype=dt)\n", "print(\"Number of keypoint per module:\")\n", "for i in range(1,mid.max()+1):\n", " print(\"Module id:\",i, \"cp:\", (yxi[:][\"i\"] == i).sum())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grid assignment\n", "\n", "The calibration is performed using a regular grid, the idea is to assign to each peak of coordinates (x,y) the integer value (X, Y) which correspond to the grid corrdinate system. \n", "\n", "The first step is to measure the grid pitch which correspond to the distance (in pixels) from one peak to the next. This is easily obtained from a pair-wise distribution function." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# pairwise distance calculation using scipy.spatial.distance_matrix\n", "\n", "dist = distance_matrix(peaks_ref, peaks_ref)\n", "\n", "fig, ax = subplots()\n", "ax.hist(dist.ravel(), 100, range=(0,100))\n", "ax.set_title(\"Pair-wise distribution function\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The histogram of the pair-distribution function has a first peak at 0 and the second peak between 29 and 30. \n", "Let's start the fit with this value\n", "\n", "Two other parameters correspond to the offset, in pixel for the grid index (X,Y) = (0,0). \n", "The easiest is to measure the smallest *x* and *y* for the first module." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "offset for the first peak: 16.269793540239334 7.186804354190826\n" ] } ], "source": [ "#from pair-wise distribution histogram\n", "step = 29 \n", "#work with the first module and fit the peak positions\n", "first = yxi[yxi[:][\"i\"] == 1]\n", "y_min = first[:][\"y\"].min()\n", "x_min = first[:][\"x\"].min()\n", "print(\"offset for the first peak: \", x_min, y_min)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The grid looks very well aligned with the axes which makes this step easier but nothing garanties it is perfect, so the rotation of the grid has to be measured as well.\n", "\n", "The default rotation will be zero and will be fitted later on.\n", "\n", "Once the indexes *X,Y* determined for eack peak, one can fit the parameter to properly align the grid with the first module. Those 4 parameters are *step-size, x_min, y_min* and *angle*" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "peak id: 0 (154.25518941879272, 16.269793540239334, 1) Y:5 (Δ=0.071) X:0 (Δ=0.000)\n", "peak id: 1 (154.21079713106155, 45.57556250691414, 1) Y:5 (Δ=0.070) X:1 (Δ=0.011)\n", "peak id: 2 (154.28871083259583, 75.04928851872683, 1) Y:5 (Δ=0.072) X:2 (Δ=0.027)\n", "peak id: 3 (154.2160492092371, 104.43665820360184, 1) Y:5 (Δ=0.070) X:3 (Δ=0.040)\n", "peak id: 4 (154.3742390871048, 133.86603190004826, 1) Y:5 (Δ=0.075) X:4 (Δ=0.055)\n", "peak id: 5 (154.35255640745163, 163.24378995597363, 1) Y:5 (Δ=0.075) X:5 (Δ=0.068)\n", "peak id: 6 (154.32582822442055, 192.64246737957, 1) Y:5 (Δ=0.074) X:6 (Δ=0.082)\n", "peak id: 7 (154.46003967523575, 222.0459629110992, 1) Y:5 (Δ=0.078) X:7 (Δ=0.096)\n", "peak id: 8 (124.69245848059654, 16.476630687713623, 1) Y:4 (Δ=0.052) X:0 (Δ=0.007)\n", "peak id: 9 (124.74490785598755, 45.5625721514225, 1) Y:4 (Δ=0.054) X:1 (Δ=0.010)\n", "peak id: 10 (124.81674040853977, 75.133620262146, 1) Y:4 (Δ=0.056) X:2 (Δ=0.030)\n", "peak id: 11 (124.75223885476589, 104.64793801307678, 1) Y:4 (Δ=0.054) X:3 (Δ=0.048)\n", "peak id: 12 (124.84565204381943, 133.79748472571373, 1) Y:4 (Δ=0.057) X:4 (Δ=0.053)\n", "peak id: 13 (124.85729224979877, 163.30601540207863, 1) Y:4 (Δ=0.058) X:5 (Δ=0.070)\n", "peak id: 14 (124.8999103307724, 192.57832247018814, 1) Y:4 (Δ=0.059) X:6 (Δ=0.080)\n", "peak id: 15 (124.96431520953774, 222.11254385113716, 1) Y:4 (Δ=0.061) X:7 (Δ=0.098)\n", "peak id: 16 (36.49696946144104, 16.50531429052353, 1) Y:1 (Δ=0.011) X:0 (Δ=0.008)\n", "peak id: 17 (36.54493173956871, 45.66864573955536, 1) Y:1 (Δ=0.012) X:1 (Δ=0.014)\n", "peak id: 18 (36.57917180657387, 75.22501930594444, 1) Y:1 (Δ=0.014) X:2 (Δ=0.033)\n", "peak id: 19 (36.485214710235596, 104.38776880502701, 1) Y:1 (Δ=0.010) X:3 (Δ=0.039)\n", "peak id: 20 (36.59589970111847, 133.8930837586522, 1) Y:1 (Δ=0.014) X:4 (Δ=0.056)\n", "peak id: 21 (36.56109261512756, 163.54238694906235, 1) Y:1 (Δ=0.013) X:5 (Δ=0.078)\n", "peak id: 22 (36.629887342453, 192.6334888935089, 1) Y:1 (Δ=0.015) X:6 (Δ=0.082)\n", "peak id: 23 (36.661303013563156, 222.22433692216873, 1) Y:1 (Δ=0.016) X:7 (Δ=0.102)\n", "peak id: 24 (65.94893547147512, 16.45467510819435, 1) Y:2 (Δ=0.026) X:0 (Δ=0.006)\n", "peak id: 25 (65.94483701884747, 45.613368570804596, 1) Y:2 (Δ=0.026) X:1 (Δ=0.012)\n", "peak id: 26 (66.03506868705153, 75.15414215624332, 1) Y:2 (Δ=0.029) X:2 (Δ=0.030)\n", "peak id: 27 (65.89957739412785, 104.3801993727684, 1) Y:2 (Δ=0.025) X:3 (Δ=0.038)\n", "peak id: 28 (66.12287057191133, 133.89461011439562, 1) Y:2 (Δ=0.032) X:4 (Δ=0.056)\n", "peak id: 29 (66.10124520212412, 163.3917499780655, 1) Y:2 (Δ=0.032) X:5 (Δ=0.073)\n", "peak id: 30 (66.10113758593798, 192.66102123260498, 1) Y:2 (Δ=0.032) X:6 (Δ=0.082)\n", "peak id: 31 (66.11095763742924, 222.20659750699997, 1) Y:2 (Δ=0.032) X:7 (Δ=0.101)\n", "peak id: 32 (183.4998989701271, 16.392478436231613, 1) Y:6 (Δ=0.080) X:0 (Δ=0.004)\n", "peak id: 33 (183.50560438632965, 45.46551960706711, 1) Y:6 (Δ=0.080) X:1 (Δ=0.007)\n", "peak id: 34 (183.60742422938347, 75.08415242284536, 1) Y:6 (Δ=0.083) X:2 (Δ=0.028)\n", "peak id: 35 (183.51583003997803, 104.62201929092407, 1) Y:6 (Δ=0.080) X:3 (Δ=0.047)\n", "peak id: 36 (183.66220077872276, 133.73585817217827, 1) Y:6 (Δ=0.085) X:4 (Δ=0.051)\n", "peak id: 37 (183.6555324792862, 163.3083115518093, 1) Y:6 (Δ=0.085) X:5 (Δ=0.070)\n", "peak id: 38 (183.60811904072762, 192.46339762210846, 1) Y:6 (Δ=0.083) X:6 (Δ=0.076)\n", "peak id: 39 (183.7554596364498, 222.06266520917416, 1) Y:6 (Δ=0.089) X:7 (Δ=0.096)\n", "peak id: 40 (7.186804354190826, 16.41273033618927, 1) Y:0 (Δ=0.000) X:0 (Δ=0.005)\n", "peak id: 41 (7.231230393052101, 45.745011150836945, 1) Y:0 (Δ=0.002) X:1 (Δ=0.016)\n", "peak id: 42 (7.290591448545456, 75.19019249081612, 1) Y:0 (Δ=0.004) X:2 (Δ=0.032)\n", "peak id: 43 (7.198769122362137, 104.56766724586487, 1) Y:0 (Δ=0.000) X:3 (Δ=0.045)\n", "peak id: 44 (7.283639132976532, 134.01557774748653, 1) Y:0 (Δ=0.003) X:4 (Δ=0.060)\n", "peak id: 45 (7.254908889532089, 163.38282072544098, 1) Y:0 (Δ=0.002) X:5 (Δ=0.073)\n", "peak id: 46 (7.367172479629517, 192.76562055945396, 1) Y:0 (Δ=0.006) X:6 (Δ=0.086)\n", "peak id: 47 (7.374693810939789, 222.16684445738792, 1) Y:0 (Δ=0.006) X:7 (Δ=0.100)\n" ] } ], "source": [ "#Assign each peak to an index\n", "indexed1 = numpy.zeros(len(first), dtype=dl)\n", "\n", "for i,v in enumerate(first):\n", " Y = int(round((v[\"y\"]-y_min)/step))\n", " X = int(round((v[\"x\"]-x_min)/step))\n", " indexed1[i][\"y\"] = v[\"y\"]\n", " indexed1[i][\"x\"] = v[\"x\"]\n", " indexed1[i][\"i\"] = v[\"i\"]\n", " indexed1[i][\"Y\"] = Y\n", " indexed1[i][\"X\"] = X\n", " print(\"peak id: %s %20s Y:%d (Δ=%.3f) X:%s (Δ=%.3f)\"%\n", " (i,v, Y, (v[\"y\"]-Y*step-y_min)/step, X, (v[\"x\"]-X*step-x_min)/step))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The error in positionning each of the pixel is less than 0.1 pixel which is already excellent and will allow a straight forward fit.\n", "\n", "The cost function for the first module is calculated as the sum of distances squared in pixel space.\n", "It uses 4 parameters which are step-size, x_min, y_min and angle" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1 [121. 97.]\n", "2 [364.5 97. ]\n", "3 [615. 97.]\n", "4 [858.5 97. ]\n", "5 [1109. 97.]\n", "6 [1352.5 97. ]\n", "7 [121. 309.]\n", "8 [364.5 309. ]\n", "9 [615. 309.]\n", "10 [858.5 309. ]\n", "11 [1109. 309.]\n", "12 [1352.5 309. ]\n", "13 [121. 521.]\n", "14 [364.5 521. ]\n", "15 [615. 521.]\n", "16 [858.5 521. ]\n", "17 [1109. 521.]\n", "18 [1352.5 521. ]\n", "19 [121. 733.]\n", "20 [364.5 733. ]\n", "21 [615. 733.]\n", "22 [858.5 733. ]\n", "23 [1109. 733.]\n", "24 [1352.5 733. ]\n", "25 [121. 945.]\n", "26 [364.5 945. ]\n", "27 [615. 945.]\n", "28 [858.5 945. ]\n", "29 [1109. 945.]\n", "30 [1352.5 945. ]\n", "31 [ 121. 1157.]\n", "32 [ 364.5 1157. ]\n", "33 [ 615. 1157.]\n", "34 [ 858.5 1157. ]\n", "35 [1109. 1157.]\n", "36 [1352.5 1157. ]\n", "37 [ 121. 1369.]\n", "38 [ 364.5 1369. ]\n", "39 [ 615. 1369.]\n", "40 [ 858.5 1369. ]\n", "41 [1109. 1369.]\n", "42 [1352.5 1369. ]\n", "43 [ 121. 1581.]\n", "44 [ 364.5 1581. ]\n", "45 [ 615. 1581.]\n", "46 [ 858.5 1581. ]\n", "47 [1109. 1581.]\n", "48 [1352.5 1581. ]\n" ] } ], "source": [ "#Calculate the center of every single module for rotation around this center.\n", "centers = {i: numpy.array([[numpy.where(mid == i)[1].mean()], [numpy.where(mid == i)[0].mean()]]) for i in range(1, 49)}\n", "for k,v in centers.items():\n", " print(k,v.ravel())" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "# Define a rotation of a module around the center of the module ...\n", "\n", "def rotate(angle, xy, module):\n", " \"Perform the rotation of the xy points around the center of the given module\"\n", " rot = [[cos(angle),-sin(angle)],\n", " [sin(angle), cos(angle)]]\n", " center = centers[module]\n", " return numpy.dot(rot, xy - center) + center" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "guess1 = [step, y_min, x_min, 0]\n", "\n", "def cost1(param):\n", " \"\"\"contains: step, y_min, x_min, angle for the first module\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " step = param[0]\n", " y_min = param[1]\n", " x_min = param[2]\n", " angle = param[3]\n", " XY = numpy.vstack((indexed1[\"X\"], indexed1[\"Y\"]))\n", "# rot = [[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]]\n", " xy_min = [[x_min], [y_min]]\n", " xy_guess = rotate(angle, step * XY + xy_min, module=1)\n", " delta = xy_guess - numpy.vstack((indexed1[\"x\"], indexed1[\"y\"]))\n", " return (delta*delta).sum()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Before optimization [29, np.float64(7.186804354190826), np.float64(16.269793540239334), 0] cost= 250.3671082603823\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 0.633754194771369\n", " x: [ 2.940e+01 7.242e+00 1.631e+01 8.769e-04]\n", " nit: 8\n", " jac: [-1.869e-05 -4.992e-07 -2.399e-06 8.881e-04]\n", " nfev: 54\n", " njev: 8\n", "After optimization [2.93980816e+01 7.24220064e+00 1.63128833e+01 8.76927130e-04] cost= 0.633754194771369\n", "Average displacement (pixels): 0.11490523221798991\n" ] } ], "source": [ "print(\"Before optimization\", guess1, \"cost=\", cost1(guess1))\n", "res1 = minimize(cost1, guess1, method = \"slsqp\")\n", "print(res1)\n", "print(\"After optimization\", res1.x, \"cost=\", cost1(res1.x))\n", "print(\"Average displacement (pixels): \",sqrt(cost1(res1.x)/len(indexed1)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this step, the grid is perfectly aligned with the first module. \n", "This module is used as the reference one and all other are aligned along it, using this first fit:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "cost1: 0.633754194771369 for: 29.39808160624828 7.2422006378727035 16.312883333617208 0.0008769271304346129\n", "6 suspicious peaks:\n", "[(1624.68617365, 807.47743243, 46, 55, 27)\n", " (1654.4202804 , 954.44135761, 46, 56, 32)\n", " (1448.30209509, 748.8784325 , 40, 49, 25)\n", " (1448.66381988, 895.86545633, 40, 49, 30)\n", " (1448.84506877, 954.56920397, 40, 49, 32)\n", " (1595.5792897 , 954.49445057, 46, 54, 32)]\n" ] } ], "source": [ "#retrieve the result of the first module fit:\n", "step, y_min, x_min, angle = res1.x\n", "indexed = numpy.zeros(yxi.shape, dtype=dl)\n", "\n", "# rot = [[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]]\n", "# irot = [[cos(angle), sin(angle)],\n", "# [-sin(angle), cos(angle)]]\n", "\n", "print(\"cost1: \",cost1([step, y_min, x_min, angle]), \"for:\", step, y_min, x_min, angle)\n", "\n", "xy_min = numpy.array([[x_min], [y_min]])\n", "xy = numpy.vstack((yxi[\"x\"], yxi[\"y\"]))\n", "indexed[\"y\"] = yxi[\"y\"]\n", "indexed[\"x\"] = yxi[\"x\"]\n", "indexed[\"i\"] = yxi[\"i\"]\n", "XY_app = (rotate(-angle, xy, 1)-xy_min) / step\n", "XY_int = numpy.round((XY_app)).astype(\"int\")\n", "indexed[\"X\"] = XY_int[0]\n", "indexed[\"Y\"] = XY_int[1]\n", "xy_guess = rotate(angle, step * XY_int + xy_min, 1)\n", "\n", "thres = 1.2\n", "delta = abs(xy_guess - xy)\n", "print((delta>thres).sum(), \"suspicious peaks:\")\n", "suspicious = indexed[numpy.where(abs(delta>thres))[1]]\n", "print(suspicious)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "ax.imshow(img.clip(0,1000))\n", "ax.plot(indexed[\"x\"], indexed[\"y\"],\".g\")\n", "ax.plot(suspicious[\"x\"], suspicious[\"y\"],\".r\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Only 6 peaks have an initial displacement of more than 1.2 pixel, all located in modules 40 and 46. \n", "The visual inspection confirms their localization is valid.\n", "\n", "There are 48 (half-)modules which have each of them 2 translations and one rotation. \n", "In addition to the step size, this represents 145 degrees of freedom for the fit.\n", "The first module is used to align the grid, all other modules are then aligned along this grid." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cost for module # 1 0.633754194771369\n", "Cost for module # 2 1.814031735311053\n", "Cost for module # 3 1.8508568173593183\n", "Cost for module # 4 4.910326422937584\n", "Cost for module # 5 1.7748761909809296\n", "Cost for module # 6 7.482512656314331\n", "Cost for module # 7 14.440096454682646\n", "Cost for module # 8 5.219968005632534\n", "Cost for module # 9 23.40723752641015\n", "Cost for module # 10 5.689983098787415\n", "Cost for module # 11 4.125575302338199\n", "Cost for module # 12 8.410823333206478\n", "Cost for module # 13 29.859822764209703\n", "Cost for module # 14 12.62845439387701\n", "Cost for module # 15 3.1377105840455473\n", "Cost for module # 16 5.2773115812128815\n", "Cost for module # 17 8.497331524292752\n", "Cost for module # 18 4.653151384204797\n", "Cost for module # 19 6.007097321308421\n", "Cost for module # 20 4.9802676798941565\n", "Cost for module # 21 5.136969654254791\n", "Cost for module # 22 5.048723627576904\n", "Cost for module # 23 1.437310945974671\n", "Cost for module # 24 6.046287684288075\n", "Cost for module # 25 38.254471209328585\n", "Cost for module # 26 19.509798733631676\n", "Cost for module # 27 2.4297079877753767\n", "Cost for module # 28 5.488598399201057\n", "Cost for module # 29 10.764111021553786\n", "Cost for module # 30 14.042158213539645\n", "Cost for module # 31 22.940124884611457\n", "Cost for module # 32 18.493736148415284\n", "Cost for module # 33 12.941765839819585\n", "Cost for module # 34 15.371708426127661\n", "Cost for module # 35 39.66702835619068\n", "Cost for module # 36 37.282802638478174\n", "Cost for module # 37 63.7007078798829\n", "Cost for module # 38 23.54952269168519\n", "Cost for module # 39 34.00428968330702\n", "Cost for module # 40 43.80371536395032\n", "Cost for module # 41 15.50521847270307\n", "Cost for module # 42 8.048822096331147\n", "Cost for module # 43 22.7353671815552\n", "Cost for module # 44 10.796024333773575\n", "Cost for module # 45 41.019685878101626\n", "Cost for module # 46 46.25894850025964\n", "Cost for module # 47 24.546579696005892\n", "Cost for module # 48 34.769598836494836\n" ] } ], "source": [ "def submodule_cost(param, module=1):\n", " \"\"\"contains: step, y_min_1, x_min_1, angle_1, y_min_2, x_min_2, angle_2, ...\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " \n", " step = param[0]\n", " y_min1 = param[1]\n", " x_min1 = param[2]\n", " angle1 = param[3]\n", " \n", " mask = indexed[\"i\"] == module\n", " substack = indexed[mask]\n", " \n", " XY = numpy.vstack((substack[\"X\"], substack[\"Y\"]))\n", "# rot1 = [[cos(angle1), -sin(angle1)],\n", "# [sin(angle1), cos(angle1)]]\n", " xy_min1 = numpy.array([[x_min1], [y_min1]])\n", " xy_guess1 = rotate(angle1, step * XY + xy_min1, module=1)\n", " #This is guessed spot position for module #1\n", " if module == 1:\n", " \"Not much to do for module 1\"\n", " delta = xy_guess1 - numpy.vstack((substack[\"x\"], substack[\"y\"]))\n", " else:\n", " \"perform the correction for given module\"\n", " y_min = param[(module-1)*3+1]\n", " x_min = param[(module-1)*3+2]\n", " angle = param[(module-1)*3+3] \n", "\n", "# rot = numpy.array([[cos(angle),-sin(angle)],\n", "# [sin(angle), cos(angle)]])\n", " xy_min = numpy.array([[x_min], [y_min]])\n", " xy_guess = rotate(angle, xy_guess1+xy_min, module)\n", " delta = xy_guess - numpy.vstack((substack[\"x\"], substack[\"y\"]))\n", "\n", " return (delta*delta).sum()\n", "\n", "guess145 = numpy.zeros(48*3+1)\n", "guess145[:4] = res1.x\n", "for i in range(1, 49):\n", " print(\"Cost for module #\",i, submodule_cost(guess145, i))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On retrieves that the modules 40 and 46 have large errors. Module 37 as well.\n", "\n", "The total cost funtion is hence the sum of all cost function for all modules:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(778.3949733565951)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def total_cost(param):\n", " \"\"\"contains: step, y_min_1, x_min_1, angle_1, ...\n", " returns the sum of distance squared in pixel space\n", " \"\"\"\n", " return sum(submodule_cost(param, module=i) for i in range(1,49))\n", "total_cost(guess145)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Before optimization [2.93980816e+01 7.24220064e+00 1.63128833e+01 8.76927130e-04\n", " 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n", " 0.00000000e+00 0.00000000e+00] cost= 778.3949733565951\n", " message: Optimization terminated successfully\n", " success: True\n", " status: 0\n", " fun: 27.184261827149196\n", " x: [ 2.941e+01 7.212e+00 ... -9.047e-01 1.878e-03]\n", " nit: 86\n", " jac: [ 7.549e+00 1.068e-01 ... 7.589e-03 5.236e-03]\n", " nfev: 12930\n", " njev: 86\n", "After optimization [ 2.94082900e+01 7.21157301e+00 1.62771709e+01 8.42242298e-04\n", " -1.52693933e-01 -1.98479457e-01 3.09024818e-04 1.19600955e-01\n", " -2.38784859e-01 9.57688643e-04] cost= 27.184261827149196\n", "CPU times: user 14.8 s, sys: 21.5 ms, total: 14.8 s\n", "Wall time: 14.8 s\n" ] } ], "source": [ "%%time\n", "print(\"Before optimization\", guess145[:10], \"cost=\", total_cost(guess145))\n", "res_all = minimize(total_cost, guess145, method = \"slsqp\")\n", "print(res_all)\n", "print(\"After optimization\", res_all.x[:10], \"cost=\", total_cost(res_all.x))" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Module id: 1 cost: 0.684 Δx: 7.212, Δy: 16.277 rot: 0.048°\n", "Module id: 2 cost: 0.473 Δx: -0.153, Δy: -0.198 rot: 0.018°\n", "Module id: 3 cost: 0.650 Δx: 0.120, Δy: -0.239 rot: 0.055°\n", "Module id: 4 cost: 0.613 Δx: 0.280, Δy: -0.226 rot: 0.113°\n", "Module id: 5 cost: 0.566 Δx: -0.088, Δy: -0.466 rot: 0.020°\n", "Module id: 6 cost: 0.666 Δx: 0.299, Δy: -0.641 rot: 0.121°\n", "Module id: 7 cost: 0.696 Δx: -0.599, Δy: 0.078 rot: 0.079°\n", "Module id: 8 cost: 0.341 Δx: -0.433, Δy: -0.131 rot: 0.064°\n", "Module id: 9 cost: 0.566 Δx: -0.706, Δy: -0.411 rot: 0.053°\n", "Module id: 10 cost: 0.661 Δx: -0.219, Δy: -0.451 rot: 0.123°\n", "Module id: 11 cost: 0.616 Δx: 0.225, Δy: -0.263 rot: 0.029°\n", "Module id: 12 cost: 0.495 Δx: 0.328, Δy: -0.170 rot: 0.039°\n", "Module id: 13 cost: 0.763 Δx: -0.685, Δy: -0.565 rot: 0.068°\n", "Module id: 14 cost: 0.353 Δx: -0.514, Δy: -0.577 rot: 0.077°\n", "Module id: 15 cost: 0.645 Δx: -0.295, Δy: -0.329 rot: 0.057°\n", "Module id: 16 cost: 0.492 Δx: -0.028, Δy: -0.550 rot: 0.075°\n", "Module id: 17 cost: 0.440 Δx: -0.308, Δy: -0.758 rot: 0.027°\n", "Module id: 18 cost: 0.779 Δx: -0.044, Δy: -0.678 rot: 0.090°\n", "Module id: 19 cost: 0.748 Δx: -0.482, Δy: -0.221 rot: 0.043°\n", "Module id: 20 cost: 0.423 Δx: -0.221, Δy: -0.486 rot: 0.043°\n", "Module id: 21 cost: 0.520 Δx: -0.427, Δy: -0.405 rot: -0.015°\n", "Module id: 22 cost: 0.676 Δx: -0.247, Δy: -0.547 rot: 0.095°\n", "Module id: 23 cost: 0.503 Δx: -0.181, Δy: -0.284 rot: 0.073°\n", "Module id: 24 cost: 0.822 Δx: 0.112, Δy: -0.405 rot: 0.097°\n", "Module id: 25 cost: 0.575 Δx: -0.741, Δy: -0.785 rot: 0.056°\n", "Module id: 26 cost: 0.320 Δx: -0.400, Δy: -0.868 rot: 0.102°\n", "Module id: 27 cost: 0.642 Δx: -0.092, Δy: -0.223 rot: -0.028°\n", "Module id: 28 cost: 0.599 Δx: 0.048, Δy: -0.254 rot: 0.036°\n", "Module id: 29 cost: 0.498 Δx: -0.102, Δy: -0.842 rot: 0.034°\n", "Module id: 30 cost: 0.830 Δx: 0.160, Δy: -0.633 rot: 0.136°\n", "Module id: 31 cost: 0.687 Δx: -0.557, Δy: -0.698 rot: -0.041°\n", "Module id: 32 cost: 0.422 Δx: -0.679, Δy: -0.799 rot: 0.084°\n", "Module id: 33 cost: 0.616 Δx: -0.170, Δy: -0.678 rot: -0.035°\n", "Module id: 34 cost: 0.393 Δx: -0.040, Δy: -0.801 rot: 0.091°\n", "Module id: 35 cost: 0.447 Δx: -0.208, Δy: -1.286 rot: 0.039°\n", "Module id: 36 cost: 0.587 Δx: -0.056, Δy: -1.295 rot: 0.034°\n", "Module id: 37 cost: 0.603 Δx: -1.027, Δy: -1.031 rot: 0.000°\n", "Module id: 38 cost: 0.295 Δx: -0.934, Δy: -0.886 rot: -0.000°\n", "Module id: 39 cost: 0.558 Δx: -0.583, Δy: -1.037 rot: 0.008°\n", "Module id: 40 cost: 0.498 Δx: -0.261, Δy: -1.269 rot: 0.141°\n", "Module id: 41 cost: 0.468 Δx: -0.177, Δy: -0.924 rot: 0.021°\n", "Module id: 42 cost: 0.569 Δx: -0.219, Δy: -0.813 rot: 0.037°\n", "Module id: 43 cost: 0.633 Δx: -0.833, Δy: -0.649 rot: 0.059°\n", "Module id: 44 cost: 0.413 Δx: -0.630, Δy: -0.752 rot: 0.034°\n", "Module id: 45 cost: 0.671 Δx: -0.546, Δy: -1.159 rot: -0.018°\n", "Module id: 46 cost: 0.542 Δx: -0.381, Δy: -1.337 rot: 0.076°\n", "Module id: 47 cost: 0.537 Δx: -0.091, Δy: -1.002 rot: 0.068°\n", "Module id: 48 cost: 0.593 Δx: 0.238, Δy: -0.905 rot: 0.108°\n" ] } ], "source": [ "for i in range(1,49):\n", " print(\"Module id: %d cost: %.3f Δx: %.3f, Δy: %.3f rot: %.3f°\"%\n", " (i, submodule_cost(res_all.x, i), res_all.x[-2+i*3], res_all.x[-1+i*3], numpy.rad2deg(res_all.x[i*3])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Analysis:\n", "Modules 40, 46 and 48 show large displacement but the fitting precedure allowed to reduce the residual cost to the same value as other modules.\n", "\n", "## Reconstruction of the pixel position\n", "\n", "The pixel position can be obtained from the *standard* Pilatus detector. \n", "Each module is then displaced according to the fitted values, except the first one which is left where it is." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "def correct(x, y, dx, dy, angle, module):\n", " \"apply the correction dx, dy and angle to those pixels ...\"\n", " trans = numpy.array([[dx],\n", " [dy]])\n", " xy_guess = numpy.vstack((x.ravel(), \n", " y.ravel()))\n", " xy_cor = rotate(-angle, xy_guess, module) - trans\n", " xy_cor.shape = ((2,)+x.shape)\n", " return xy_cor[0], xy_cor[1]" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "pixel_coord = pyFAI.detector_factory(\"Pilatus2MCdTe\").get_pixel_corners()\n", "pixel_coord_raw = pixel_coord.copy()\n", "for i in range(2, 49):\n", " # Extract the pixel corners for one module\n", " module_idx = numpy.where(mid == i)\n", " one_module = pixel_coord_raw[module_idx]\n", " #retrieve the fitted values\n", " dy, dx, angle = res_all.x[-2+i*3:1+3*i]\n", " \n", " y = one_module[..., 1]/pilatus.pixel1\n", " x = one_module[..., 2]/pilatus.pixel2\n", " \n", " #apply the correction the other way around\n", " x_cor, y_cor = correct(x, y, dx, dy, angle, i)\n", " one_module[...,1] = y_cor * pilatus.pixel1 #y\n", " one_module[...,2] = x_cor * pilatus.pixel2 #x\n", " #Update the array\n", " pixel_coord_raw[module_idx] = one_module\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Update the detector and save it in HDF5" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "pilatus.set_pixel_corners(pixel_coord_raw)\n", "pilatus.mask = all_masks\n", "pilatus.save(\"Pilatus_ID15_raw.h5\")" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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vM+np6Tpx4oRuvvlmGWO0ffv2ArVxqczMTK1bt07dunVT7dq1neXVqlVTr1699PnnnzufT1kefvhhl6/OiI6OVmZmpn7++We31l0mz+o8e/asqlSpkuf9cXFxmjt3rgYMGKBRo0bptttu0z333KPu3bvnCAU33nijy/82m0116tTR4cOH8+3DRx99pBdeeEE7duzQ+fPnXZbPcvDgQXl4eCgiIiLPdvbv3y9JzidhdgEBAS7/+/j45HgxCQwMVI0aNXJ810pgYKBOnTrlsq7vv/8+x/JZsk6+y3LDDTe4/J8VTC5t0x1ZO2+9evVcyr29vVW7dm23d+5LeXh4uDy5JKlu3bqSdNlt6e3trXnz5qlly5by8fHR/PnzXR7L/fv3KzU1Nc99LvvjdqmnnnpKGzZsUKtWrVSnTh117NhRvXr1Ups2bfLtU1BQkG677TYtXbpU48aNkyQtWbJEXl5euueee1z65s42rVWrVpH1MTfuPPfcld/+GBAQoP3798sYk+M5naVcuXIFWk/2x+hK23X3Oe7l5aUaNWrkaMOdfTD7YyX99Xhd+tw9ePCg/vGPf1y277t37y7w/pWb6tWr5zhJ2t12c3vs69atq3Pnzun48eOqWrWqs7yw269WrVoaPny4pkyZonfeeUfR0dG666679MADDziDirv7Qm7H5UqVKun777/Pdfnsjhw5otGjR+vDDz/McdxNTU0tUBuXOn78uM6dO5fjGCxJDRo0kMPh0NGjR9WwYUNneVG9DpS5MPLf//5Xqamp+V425+vrqy1btmjTpk1atWqV1qxZoyVLlujWW2/VunXr5OnpeUV9+Oyzz3TXXXfplltu0cyZM1WtWjWVK1dO8+fP16JFi9xqK+vd48KFC12eUFmyXyWUV9/zKv9rlu5/6+rQoYOefPLJXOtmvXi702ZZsXbtWknSn3/+qf3797sc0BwOh6pUqaJ33nkn12XzOqBKfz3B9+7dq48++khr1qzRe++9p5kzZ2r06NEaO3Zsvn2677771L9/f+3YsUPNmjXT0qVLddtttykoKMilb+5s00vfabnTx7y+VDD7u9LifO5dbn90OByy2Wz6+OOPc63r7+9foPVkf4yutF13n+N2uz1HcHN3Hyyq567D4VDjxo01ZcqUXO8PDQ29bBu57XNF0W5B1+fO9nv55ZfVr18/ffDBB1q3bp0ef/xxJSYm6quvvlKNGjXc3heuZDtkZmaqQ4cOOnnypJ566inVr19ffn5++uWXX9SvX78in3nMS1HtS2UujCxcuFCSFBsbm289Dw8P3Xbbbbrttts0ZcoUTZgwQc8884w2bdqkmJgYZ72sdy1ZjDE6cOCAy/eYZPfee+/Jx8dHa9euld1ud5bPnz/fpV54eLgcDod+/PHHPK8fDw8PlyRVqVLFpV/FITw8XGfPni3S9bjzzbc1a9aUJO3du9dlFiMjI0M//fTTFfXL4XDo0KFDLi+++/btk6TLfnvu999/r+eff975wj9gwADt3LnT+W4oPDxcGzZsUJs2bXI9sF6On5+f4uLiFBcXp4yMDN1zzz0aP3684uPj873srlu3bvrnP//p/Khm3759io+Pd6lTVNv0cn2sVKmSTp8+nWO53GazCvrcy+5Kv0U5PDxcxhjVqlUrRwizst2ieI5f6T6YV5u7du26bJ3//Oc/uu2224r0W67dbTf7cVr66/lQvnz5fN8MZK3Lne3XuHFjNW7cWM8++6y+/PJLtWnTRklJSXrhhReKZR/La/w7d+7Uvn379Oabb6pPnz7O8vXr1xe4jewqV66s8uXLa+/evTnu27Nnjzw8PK4oCOanTJ0z8sknn2jcuHGqVauW7r///jzrnTx5MkdZVhi49CMVSXrrrbdczj9Zvny5fvvtN91+++15tu/p6SmbzebyrvDw4cM5vj2yW7du8vDw0PPPP58jxWalytjYWAUEBGjChAm6cOFCjnUdP348z364q0ePHtq6datzFuBSp0+f1sWLF91uM+sa/txeqLKLiYmRt7e3Xn31VZdU/cYbbyg1NVWdO3d2e/2Xmj59uvNvY4ymT5+ucuXK6bbbbstzmQsXLqhfv34KCQnRtGnTtGDBAqWkpGjYsGHOOj169FBmZqbz45JLXbx4Md+x//777y7/e3t7KyIiQsaYXLf3pSpWrKjY2FgtXbpUixcvlre3d44vBCuKbVqQPoaHhys1NdVlevm3337TihUrXJZ157mXnZ+fX4H2o7zcc8898vT01NixY3O8azPG5BhnSbVbFM/xK9kH8/KPf/xD//nPf3JsQ+l/x6cePXrol19+0Zw5c3LU+eOPP5Senu72egvT7tatW13Oxzt69Kg++OADdezY8bKzbQXdfmlpaTmeL40bN5aHh4dz3y2OfSyvY2jWuC5djzFG06ZNK3Ab2Xl6eqpjx4764IMPXD6+TklJ0aJFi9S2bdscHxsWlVI7M/Lxxx9rz549unjxolJSUvTJJ59o/fr1qlmzpj788MN831E+//zz2rJlizp37qyaNWvq2LFjmjlzpmrUqKG2bdu61L3uuuvUtm1b9e/fXykpKZo6darq1KmjgQMH5tl+586dNWXKFHXq1Em9evXSsWPHNGPGDNWpU8flYF2nTh0988wzGjdunKKjo3XPPffIbrfrm2++UUhIiBITExUQEKBZs2apd+/euummm3TfffepcuXKOnLkiFatWqU2bdq4vMheiZEjR+rDDz/UnXfeqX79+ikyMlLp6enauXOnli9frsOHD7t8BFAQWSeVPf7444qNjZWnp6fuu+++XOtWrlxZ8fHxGjt2rDp16qS77rpLe/fu1cyZM9WyZUuXE73c5ePjozVr1qhv376KiorSxx9/rFWrVunpp5/O951T1nk/GzduVIUKFdSkSRONHj1azz77rLp376477rhD7dq10z//+U8lJiZqx44d6tixo8qVK6f9+/dr2bJlmjZtmrp3755r+x07dlTVqlXVpk0bBQcHa/fu3Zo+fbo6d+7scuJ0XuLi4vTAAw9o5syZio2NzfFlWkWxTQvSx/vuu09PPfWU7r77bj3++OM6d+6cZs2apbp167q8SLjz3MsuMjJSGzZs0JQpUxQSEqJatWopKirqso9RlvDwcL3wwguKj4/X4cOH1a1bN1WoUEE//fSTVqxYoYcfflgjRowocHtF1W5RPMevZB/My8iRI7V8+XLde++9evDBBxUZGamTJ0/qww8/VFJSkpo2barevXtr6dKleuSRR7Rp0ya1adNGmZmZ2rNnj5YuXaq1a9e6fDllQbnbbqNGjRQbG6vHH39cdrtdM2fOlKTLftQpFXz7ffLJJxoyZIjuvfde1a1bVxcvXtTChQvl6enpPLemOPax8PBwVaxYUUlJSapQoYL8/PwUFRWl+vXrKzw8XCNGjNAvv/yigIAAvffee7meq+HOcfiFF17Q+vXr1bZtWw0aNEheXl6aPXu2zp8/rxdffNGtvrvFrWtvrgJZlxNl3by9vU3VqlVNhw4dzLRp01wuw82S/fLCjRs3mq5du5qQkBDj7e1tQkJCTM+ePV0uf8y6tPfdd9818fHxpkqVKsbX19d07tzZ5ZIpY3K/rPGNN94wN954o7Hb7aZ+/fpm/vz5uX4BlDHGzJs3zzRv3tzY7XZTqVIl065dO7N+/XqXOps2bTKxsbEmMDDQ+Pj4mPDwcNOvXz+Xy9myvhApu6wv18ku68uPLnXmzBkTHx9v6tSpY7y9vU1QUJC5+eabzeTJk53fVXDpF2Rlp2yXiV28eNE89thjpnLlysZmsxXoMt/p06eb+vXrm3Llypng4GDz6KOP5vgOCHcv7c3+pWfBwcEmISEhxyXVl/Z/27ZtxsvLy+WS4KwxtWzZ0oSEhLj06/XXXzeRkZHG19fXVKhQwTRu3Ng8+eST5tdff3XWyX5p7+zZs80tt9xirr/+euf3R4wcOdKkpqZedlzGGJOWlmZ8fX2NJPP222/nWudKt2lB+7hu3TrTqFEj4+3tberVq2fefvvtQj338rJnzx5zyy23OMeb/UvPsu8LWceKS7+nwxhj3nvvPdO2bVvj5+dn/Pz8TP369c3gwYNdvjcmN5fb5wrSbn5tXMlzPEtB9sHcnvfG5P6FfL///rsZMmSIqV69uvNLtfr27WtOnDjhrJORkWEmTZpkGjZs6DyGRUZGmrFjx152P87r2OROu7rkS8+yjrnNmzc3mzZtcmnvSrffoUOHzIMPPmjCw8ONj4+Pue6660z79u3Nhg0b3G4rv7Hn9nrywQcfmIiICOPl5eVyme+PP/5oYmJijL+/vwkKCjIDBw40//nPf3JcCpzfcTj7MduYv770LDY21vj7+5vy5cub9u3bO7/XJ0teX7OR9dqZ/fG/HNv/dQbZbN68We3bt9eyZcvcfkeBq0u/fv20fPlynT171uquAChiNptNgwcPLrIZYlijTJ0zAgAASh/CCAAAsBRhBAAAWIpzRgAAgKWYGQEAAJYijAAAAEsRRgAAgKUIIwAAwFKlKoxs2bJFXbp0UUhIiGw2W47feikIY4wmT56sunXrym63q3r16ho/fnzRdxYAABRIqfptmvT0dDVt2lQPPvig7rnnnkK18cQTT2jdunWaPHmyGjdurJMnT+b6410AAKBklNpLe202m1asWOHyK6Xnz5/XM888o3fffVenT59Wo0aNNGnSJP3973+XJO3evVtNmjTRrl27VK9ePWs6DgAAXJSqj2kuZ8iQIdq6dasWL16s77//Xvfee686deqk/fv3S5L+/e9/q3bt2vroo49Uq1YthYWFacCAAcyMAABgoTITRo4cOaL58+dr2bJlio6Odv60ctu2bTV//nxJ0qFDh/Tzzz9r2bJleuutt7RgwQJt27aNH8IDAMBCpeqckfzs3LlTmZmZqlu3rkv5+fPndf3110uSHA6Hzp8/r7feestZ74033lBkZKT27t3LRzcAAFigzISRs2fPytPTU9u2bZOnp6fLff7+/pKkatWqycvLyyWwNGjQQNJfMyuEEQAASl6ZCSPNmzdXZmamjh07pujo6FzrtGnTRhcvXtTBgwcVHh4uSdq3b58kqWbNmiXWVwAA8D+l6mqas2fP6sCBA5L+Ch9TpkxR+/btdd111+mGG27QAw88oC+++EIvv/yymjdvruPHj2vjxo1q0qSJOnfuLIfDoZYtW8rf319Tp06Vw+HQ4MGDFRAQoHXr1lk8OgAArk2lKoxs3rxZ7du3z1Het29fLViwQBcuXNALL7ygt956S7/88ouCgoL0t7/9TWPHjlXjxo0lSb/++qsee+wxrVu3Tn5+frr99tv18ssv67rrrivp4QAAAJWyMAIAAMqeMnNpLwAAKJ0IIwAAwFKl4moah8OhX3/9VRUqVJDNZrO6OwAAoACMMTpz5oxCQkLk4ZH3/EepCCO//vqrQkNDre4GAAAohKNHj6pGjRp53l8qwkiFChUk/TWYgIAAi3sDAAAKIi0tTaGhoc7X8byUijCS9dFMQEAAYQQAgFLmcqdYcAIrAACwFGEEAABYijACAAAs5XYY2bJli7p06aKQkBDZbDatXLnyssts3rxZN910k+x2u+rUqaMFCxYUoqsAAKAscjuMpKenq2nTppoxY0aB6v/000/q3Lmz2rdvrx07dmjo0KEaMGCA1q5d63ZnAQBA2eP21TS33367br/99gLXT0pKUq1atfTyyy9Lkho0aKDPP/9cr7zyimJjY91dPQAAKGOK/ZyRrVu3KiYmxqUsNjZWW7duzXOZ8+fPKy0tzeUGAADKpmIPI8nJyQoODnYpCw4OVlpamv74449cl0lMTFRgYKDzxrevAgBQdl2VV9PEx8crNTXVeTt69KjVXQIAAMWk2L+BtWrVqkpJSXEpS0lJUUBAgHx9fXNdxm63y263F3fXAADAVaDYZ0Zat26tjRs3upStX79erVu3Lu5VAwCAUsDtMHL27Fnt2LFDO3bskPTXpbs7duzQkSNHJP31EUufPn2c9R955BEdOnRITz75pPbs2aOZM2dq6dKlGjZsWNGMAAAAlGpuh5Fvv/1WzZs3V/PmzSVJw4cPV/PmzTV69GhJ0m+//eYMJpJUq1YtrVq1SuvXr1fTpk318ssva+7cuVzWCwAAJEk2Y4yxuhOXk5aWpsDAQKWmpvKrvQAAlBIFff2+Kq+mAQAA145iv5rmahc2alWOssMTO1vQEwAArk3MjAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoUKIzNmzFBYWJh8fHwUFRWlr7/+Ot/6U6dOVb169eTr66vQ0FANGzZMf/75Z6E6DAAAyha3w8iSJUs0fPhwJSQk6LvvvlPTpk0VGxurY8eO5Vp/0aJFGjVqlBISErR792698cYbWrJkiZ5++ukr7jwAACj93A4jU6ZM0cCBA9W/f39FREQoKSlJ5cuX17x583Kt/+WXX6pNmzbq1auXwsLC1LFjR/Xs2fOysykAAODa4FYYycjI0LZt2xQTE/O/Bjw8FBMTo61bt+a6zM0336xt27Y5w8ehQ4e0evVq3XHHHXmu5/z580pLS3O5AQCAssnLnconTpxQZmamgoODXcqDg4O1Z8+eXJfp1auXTpw4obZt28oYo4sXL+qRRx7J92OaxMREjR071p2uAQCAUqrYr6bZvHmzJkyYoJkzZ+q7777T+++/r1WrVmncuHF5LhMfH6/U1FTn7ejRo8XdTQAAYBG3ZkaCgoLk6emplJQUl/KUlBRVrVo112Wee+459e7dWwMGDJAkNW7cWOnp6Xr44Yf1zDPPyMMjZx6y2+2y2+3udA0AAJRSbs2MeHt7KzIyUhs3bnSWORwObdy4Ua1bt851mXPnzuUIHJ6enpIkY4y7/QUAAGWMWzMjkjR8+HD17dtXLVq0UKtWrTR16lSlp6erf//+kqQ+ffqoevXqSkxMlCR16dJFU6ZMUfPmzRUVFaUDBw7oueeeU5cuXZyhBAAAXLvcDiNxcXE6fvy4Ro8ereTkZDVr1kxr1qxxntR65MgRl5mQZ599VjabTc8++6x++eUXVa5cWV26dNH48eOLbhQAAKDUsplS8FlJWlqaAgMDlZqaqoCAgCJtO2zUqhxlhyd2LtJ1AABwLSro6ze/TQMAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoUKIzNmzFBYWJh8fHwUFRWlr7/+Ot/6p0+f1uDBg1WtWjXZ7XbVrVtXq1evLlSHAQBA2eLl7gJLlizR8OHDlZSUpKioKE2dOlWxsbHau3evqlSpkqN+RkaGOnTooCpVqmj58uWqXr26fv75Z1WsWLEo+g8AAEo5t8PIlClTNHDgQPXv31+SlJSUpFWrVmnevHkaNWpUjvrz5s3TyZMn9eWXX6pcuXKSpLCwsCvrNQAAKDPc+pgmIyND27ZtU0xMzP8a8PBQTEyMtm7dmusyH374oVq3bq3BgwcrODhYjRo10oQJE5SZmZnnes6fP6+0tDSXGwAAKJvcCiMnTpxQZmamgoODXcqDg4OVnJyc6zKHDh3S8uXLlZmZqdWrV+u5557Tyy+/rBdeeCHP9SQmJiowMNB5Cw0NdaebAACgFCn2q2kcDoeqVKmi119/XZGRkYqLi9MzzzyjpKSkPJeJj49Xamqq83b06NHi7iYAALCIW+eMBAUFydPTUykpKS7lKSkpqlq1aq7LVKtWTeXKlZOnp6ezrEGDBkpOTlZGRoa8vb1zLGO322W3293pGgAAKKXcmhnx9vZWZGSkNm7c6CxzOBzauHGjWrdunesybdq00YEDB+RwOJxl+/btU7Vq1XINIgAA4Nri9sc0w4cP15w5c/Tmm29q9+7devTRR5Wenu68uqZPnz6Kj4931n/00Ud18uRJPfHEE9q3b59WrVqlCRMmaPDgwUU3CgAAUGq5fWlvXFycjh8/rtGjRys5OVnNmjXTmjVrnCe1HjlyRB4e/8s4oaGhWrt2rYYNG6YmTZqoevXqeuKJJ/TUU08V3SgAAECpZTPGGKs7cTlpaWkKDAxUamqqAgICirTtsFGrcpQdnti5SNcBAMC1qKCv3/w2DQAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLFSqMzJgxQ2FhYfLx8VFUVJS+/vrrAi23ePFi2Ww2devWrTCrBQAAZZDbYWTJkiUaPny4EhIS9N1336lp06aKjY3VsWPH8l3u8OHDGjFihKKjowvdWQAAUPa4HUamTJmigQMHqn///oqIiFBSUpLKly+vefPm5blMZmam7r//fo0dO1a1a9e+og4DAICyxa0wkpGRoW3btikmJuZ/DXh4KCYmRlu3bs1zueeff15VqlTRQw89VKD1nD9/XmlpaS43AABQNrkVRk6cOKHMzEwFBwe7lAcHBys5OTnXZT7//HO98cYbmjNnToHXk5iYqMDAQOctNDTUnW4CAIBSpFivpjlz5ox69+6tOXPmKCgoqMDLxcfHKzU11Xk7evRoMfYSAABYycudykFBQfL09FRKSopLeUpKiqpWrZqj/sGDB3X48GF16dLFWeZwOP5asZeX9u7dq/Dw8BzL2e122e12d7oGAABKKbdmRry9vRUZGamNGzc6yxwOhzZu3KjWrVvnqF+/fn3t3LlTO3bscN7uuusutW/fXjt27ODjFwAA4N7MiCQNHz5cffv2VYsWLdSqVStNnTpV6enp6t+/vySpT58+ql69uhITE+Xj46NGjRq5LF+xYkVJylEOAACuTW6Hkbi4OB0/flyjR49WcnKymjVrpjVr1jhPaj1y5Ig8PPhiVwAAUDA2Y4yxuhOXk5aWpsDAQKWmpiogIKBI2w4btSpH2eGJnYt0HQAAXIsK+vrNFAYAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFjKy+oOAAAgSWGjVuUoOzyxswU9QUljZgQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALEUYAQAAliKMAAAASxFGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJYijAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRhBAAAWIowAgAALFWoMDJjxgyFhYXJx8dHUVFR+vrrr/OsO2fOHEVHR6tSpUqqVKmSYmJi8q0PAACuLV7uLrBkyRINHz5cSUlJioqK0tSpUxUbG6u9e/eqSpUqOepv3rxZPXv21M033ywfHx9NmjRJHTt21A8//KDq1asXySAAALhahI1alaPs8MTOFvSk9HB7ZmTKlCkaOHCg+vfvr4iICCUlJal8+fKaN29ervXfeecdDRo0SM2aNVP9+vU1d+5cORwObdy48Yo7DwAASj+3wkhGRoa2bdummJiY/zXg4aGYmBht3bq1QG2cO3dOFy5c0HXXXZdnnfPnzystLc3lBgAAyia3wsiJEyeUmZmp4OBgl/Lg4GAlJycXqI2nnnpKISEhLoEmu8TERAUGBjpvoaGh7nQTAACUIiV6Nc3EiRO1ePFirVixQj4+PnnWi4+PV2pqqvN29OjREuwlAAAoSW6dwBoUFCRPT0+lpKS4lKekpKhq1ar5Ljt58mRNnDhRGzZsUJMmTfKta7fbZbfb3ekaAAAopdyaGfH29lZkZKTLyadZJ6O2bt06z+VefPFFjRs3TmvWrFGLFi0K31sAAFDmuH1p7/Dhw9W3b1+1aNFCrVq10tSpU5Wenq7+/ftLkvr06aPq1asrMTFRkjRp0iSNHj1aixYtUlhYmPPcEn9/f/n7+xfhUAAAQGnkdhiJi4vT8ePHNXr0aCUnJ6tZs2Zas2aN86TWI0eOyMPjfxMus2bNUkZGhrp37+7STkJCgsaMGXNlvQdQJvE9DcC1xe0wIklDhgzRkCFDcr1v8+bNLv8fPny4MKsAcA3JLXwAuHYUKowAQEnLHliYKQHKDsIIcJXgxRbAtYowAuSDgAAAxY8wAliAcyQA4H8II8D/ISCULlxxA5QdhBEAJYrQByA7wgiuWbwoAsDVgTAC4JrCScnA1YcwAuCaxrkngPUII4AbeOG6uhXVR2/MngAlizACFxyEgZwIoUDxIowAJYCTZQEgb4QR5It3hACA4kYYAa5SBEEA1woPqzsAAACubcyM4JrAORsAcPViZgQAAFiKmRGgiDELc23gMnig6BBGgCtE+ACAK0MYuYbxIgrgcriqCyWBMAK3MT0NdxB6AVwOJ7ACAABLMTMCyxTkHTOzLgBQ9jEzAgAALMXMCIoF5wkAKAqcQHttIIzgqsbJskDZxZsWZCGM4IpxQLk2sJ0BFBfCCFDGMc1dMnicgcIjjKBUudYP+EX1sVVB2mEmBEBJIYwAIHgAsBRhBKUeL6SueDyuHpyADRQMYQQASsi1/jEjkBfCyDWEd8zA1ac0zp6Uxj7j6kYYAQCUKoShsocwAgBXET7KwbWIMAKUYnz0dm1gJgBlHWEEAEqZ0jh7QnBGfvjVXgAAYClmRgCgDOCjHJRmzIwAAABLMTMCACjVCnI+CjNFVzdmRgAAgKUIIwAAwFJ8TAMAZVBpvPwX1y5mRgAAgKUIIwAAwFJ8TFNG8W2HAIDSgpkRAABgKWZGAOAawbe04mpFGAEAOPERL6zAxzQAAMBSzIwAwDXqWpoF4XtXrm7MjAAAAEsRRgAAgKUIIwAAwFKEEQAAYCnCCAAAsBRX05QR19JZ8QCufqXhmMSXwF09CCMAAKh4AxTBJ3+EEQAAShjfe+KKMAIAuCKl4SOZ0uBanj0pVBiZMWOGXnrpJSUnJ6tp06Z67bXX1KpVqzzrL1u2TM8995wOHz6sG2+8UZMmTdIdd9xR6E5f63jiA0DZdy3Nnrh9Nc2SJUs0fPhwJSQk6LvvvlPTpk0VGxurY8eO5Vr/yy+/VM+ePfXQQw9p+/bt6tatm7p166Zdu3ZdcecBAEDpZzPGGHcWiIqKUsuWLTV9+nRJksPhUGhoqB577DGNGjUqR/24uDilp6fro48+cpb97W9/U7NmzZSUlFSgdaalpSkwMFCpqakKCAhwp7uXVRqSJzMhAIDcXG2vV9kV9PXbrY9pMjIytG3bNsXHxzvLPDw8FBMTo61bt+a6zNatWzV8+HCXstjYWK1cuTLP9Zw/f17nz593/p+amirpr0EVNcf5cznKimo9jRLWFkk7AADk5oZhywq13K6xsUXck9xlvZ5ebt7DrTBy4sQJZWZmKjg42KU8ODhYe/bsyXWZ5OTkXOsnJyfnuZ7ExESNHTs2R3loaKg73S20wKklshoAACxR0q9zZ86cUWBgYJ73X5VX08THx7vMpjgcDp08eVLXX3+9bDZbka0nLS1NoaGhOnr0aJF//HM1YHylG+Mr3Rhf6cb4ioYxRmfOnFFISEi+9dwKI0FBQfL09FRKSopLeUpKiqpWrZrrMlWrVnWrviTZ7XbZ7XaXsooVK7rTVbcEBASUyZ0tC+Mr3Rhf6cb4SjfGd+XymxHJ4tbVNN7e3oqMjNTGjRudZQ6HQxs3blTr1q1zXaZ169Yu9SVp/fr1edYHAADXFrc/phk+fLj69u2rFi1aqFWrVpo6darS09PVv39/SVKfPn1UvXp1JSYmSpKeeOIJtWvXTi+//LI6d+6sxYsX69tvv9Xrr79etCMBAAClktthJC4uTsePH9fo0aOVnJysZs2aac2aNc6TVI8cOSIPj/9NuNx8881atGiRnn32WT399NO68cYbtXLlSjVq1KjoRlFIdrtdCQkJOT4SKisYX+nG+Eo3xle6Mb6S5fb3jAAAABQlt7+BFQAAoCgRRgAAgKUIIwAAwFKEEQAAYKkyH0ZmzJihsLAw+fj4KCoqSl9//XW+9ZctW6b69evLx8dHjRs31urVq0uop4XjzvjmzJmj6OhoVapUSZUqVVJMTMxlHw+rubv9sixevFg2m03dunUr3g5eIXfHd/r0aQ0ePFjVqlWT3W5X3bp1r+p91N3xTZ06VfXq1ZOvr69CQ0M1bNgw/fnnnyXUW/ds2bJFXbp0UUhIiGw2W76/t5Vl8+bNuummm2S321WnTh0tWLCg2PtZWO6O7/3331eHDh1UuXJlBQQEqHXr1lq79ur8fa7CbLssX3zxhby8vNSsWbNi69+VKsz4zp8/r2eeeUY1a9aU3W5XWFiY5s2bV/yd/T9lOowsWbJEw4cPV0JCgr777js1bdpUsbGxOnbsWK71v/zyS/Xs2VMPPfSQtm/frm7duqlbt27atWtXCfe8YNwd3+bNm9WzZ09t2rRJW7duVWhoqDp27KhffvmlhHteMO6OL8vhw4c1YsQIRUdHl1BPC8fd8WVkZKhDhw46fPiwli9frr1792rOnDmqXr16Cfe8YNwd36JFizRq1CglJCRo9+7deuONN7RkyRI9/fTTJdzzgklPT1fTpk01Y8aMAtX/6aef1LlzZ7Vv3147duzQ0KFDNWDAgKv2Bdvd8W3ZskUdOnTQ6tWrtW3bNrVv315dunTR9u3bi7mn7nN3bFlOnz6tPn366LbbbiumnhWNwoyvR48e2rhxo9544w3t3btX7777rurVq1eMvczGlGGtWrUygwcPdv6fmZlpQkJCTGJiYq71e/ToYTp37uxSFhUVZf75z38Waz8Ly93xZXfx4kVToUIF8+abbxZXF69IYcZ38eJFc/PNN5u5c+eavn37mq5du5ZATwvH3fHNmjXL1K5d22RkZJRUF6+Iu+MbPHiwufXWW13Khg8fbtq0aVOs/SwKksyKFSvyrfPkk0+ahg0bupTFxcWZ2NjYYuxZ0SjI+HITERFhxo4dW/QdKkLujC0uLs48++yzJiEhwTRt2rRY+1VUCjK+jz/+2AQGBprff/+9ZDqVizI7M5KRkaFt27YpJibGWebh4aGYmBht3bo112W2bt3qUl+SYmNj86xvpcKML7tz587pwoULuu6664qrm4VW2PE9//zzqlKlih566KGS6GahFWZ8H374oVq3bq3BgwcrODhYjRo10oQJE5SZmVlS3S6wwozv5ptv1rZt25wf5Rw6dEirV6/WHXfcUSJ9Lm6l6fhSFBwOh86cOXNVHl8KY/78+Tp06JASEhKs7kqR+/DDD9WiRQu9+OKLql69uurWrasRI0bojz/+KLE+XJW/2lsUTpw4oczMTOc3w2YJDg7Wnj17cl0mOTk51/rJycnF1s/CKsz4snvqqacUEhKS4wB5NSjM+D7//HO98cYb2rFjRwn08MoUZnyHDh3SJ598ovvvv1+rV6/WgQMHNGjQIF24cOGqO0AWZny9evXSiRMn1LZtWxljdPHiRT3yyCNX7cc07srr+JKWlqY//vhDvr6+FvWseEyePFlnz55Vjx49rO7KFdu/f79GjRqlzz77TF5eZe9l89ChQ/r888/l4+OjFStW6MSJExo0aJB+//13zZ8/v0T6UGZnRpC/iRMnavHixVqxYoV8fHys7s4VO3PmjHr37q05c+YoKCjI6u4UC4fDoSpVquj1119XZGSk4uLi9MwzzygpKcnqrhWJzZs3a8KECZo5c6a+++47vf/++1q1apXGjRtnddfgpkWLFmns2LFaunSpqlSpYnV3rkhmZqZ69eqlsWPHqm7dulZ3p1g4HA7ZbDa98847atWqle644w5NmTJFb775ZonNjpS9iPd/goKC5OnpqZSUFJfylJQUVa1aNddlqlat6lZ9KxVmfFkmT56siRMnasOGDWrSpElxdrPQ3B3fwYMHdfjwYXXp0sVZ5nA4JEleXl7au3evwsPDi7fTbijM9qtWrZrKlSsnT09PZ1mDBg2UnJysjIwMeXt7F2uf3VGY8T333HPq3bu3BgwYIElq3Lix0tPT9fDDD+uZZ55x+c2r0iiv40tAQECZmhVZvHixBgwYoGXLll2Vs67uOnPmjL799ltt375dQ4YMkfTXscUYIy8vL61bt0633nqrxb28MtWqVVP16tUVGBjoLGvQoIGMMfrvf/+rG2+8sdj7ULqf3fnw9vZWZGSkNm7c6CxzOBzauHGjWrdunesyrVu3dqkvSevXr8+zvpUKMz5JevHFFzVu3DitWbNGLVq0KImuFoq746tfv7527typHTt2OG933XWX88qF0NDQkuz+ZRVm+7Vp00YHDhxwhixJ2rdvn6pVq3ZVBRGpcOM7d+5cjsCRFbxMGfgJrdJ0fCmsd999V/3799e7776rzp07W92dIhEQEJDj2PLII4+oXr162rFjh6Kioqzu4hVr06aNfv31V509e9ZZtm/fPnl4eKhGjRol0wnLTp0tAYsXLzZ2u90sWLDA/Pjjj+bhhx82FStWNMnJycYYY3r37m1GjRrlrP/FF18YLy8vM3nyZLN7926TkJBgypUrZ3bu3GnVEPLl7vgmTpxovL29zfLly81vv/3mvJ05c8aqIeTL3fFld7VfTePu+I4cOWIqVKhghgwZYvbu3Ws++ugjU6VKFfPCCy9YNYR8uTu+hIQEU6FCBfPuu++aQ4cOmXXr1pnw8HDTo0cPq4aQrzNnzpjt27eb7du3G0lmypQpZvv27ebnn382xhgzatQo07t3b2f9Q4cOmfLly5uRI0ea3bt3mxkzZhhPT0+zZs0aq4aQL3fH98477xgvLy8zY8YMl+PL6dOnrRpCntwdW3ZX+9U07o7vzJkzpkaNGqZ79+7mhx9+MJ9++qm58cYbzYABA0qsz2U6jBhjzGuvvWZuuOEG4+3tbVq1amW++uor533t2rUzffv2dam/dOlSU7duXePt7W0aNmxoVq1aVcI9do8746tZs6aRlOOWkJBQ8h0vIHe336Wu9jBijPvj+/LLL01UVJSx2+2mdu3aZvz48ebixYsl3OuCc2d8Fy5cMGPGjDHh4eHGx8fHhIaGmkGDBplTp06VfMcLYNOmTbk+n7LG1LdvX9OuXbscyzRr1sx4e3ub2rVrm/nz55d4vwvK3fG1a9cu3/pXk8Jsu0td7WGkMOPbvXu3iYmJMb6+vqZGjRpm+PDh5ty5cyXWZ5sxZWD+EwAAlFpl9pwRAABQOhBGAACApQgjAADAUoQRAABgKcIIAACwFGEEAABYijACAAAsRRgBSpkFCxaoYsWKxb6eMWPGqFmzZkXW3ubNm2Wz2XT69OlCLR8WFqapU6cWWX9y8/vvv6tKlSo6fPhwsa6nJI0aNUqPPfaY1d0A8kUYAfLQr18/2Wy2HLdOnTpZ2q+4uDjt27ev2NczYsSIHL+lYqVvvvlGDz/8cLGuY/z48eratavCwsKcZY8//rgiIyNlt9tzDWdjxozJdT/x8/Nz1pkzZ46io6NVqVIlVapUSTExMfr666+LdSxZRowYoTfffFOHDh0qkfUBhUEYAfLRqVMn/fbbby63d999N8/6Fy5cyFGWkZFRqHXntZyvr2+J/Cy7v7+/rr/++mJfT0FVrlxZ5cuXL7b2z507pzfeeEMPPfRQjvsefPBBxcXF5brciBEjcuwjERERuvfee511Nm/erJ49e2rTpk3aunWrQkND1bFjR/3yyy/FNp4sQUFBio2N1axZs4p9XUBhEUaAfNjtdlWtWtXlVqlSJef9NptNs2bN0l133SU/Pz+NHz/e+fHG3LlzVatWLfn4+EiSjhw5oq5du8rf318BAQHq0aOHy0/K57Vcdtk/pslabuHChQoLC1NgYKDuu+8+nTlzJs9xZbWxcuVK3XjjjfLx8VFsbKyOHj2ao11J+vPPP9WwYUOXmYmDBw+qQoUKmjdvnqS/fpU3MTFRtWrVkq+vr5o2barly5cX+LE2xmjMmDG64YYbZLfbFRISoscff9x5/6Uf0yxYsCDX2YgxY8Y468+dO1cNGjSQj4+P6tevr5kzZ+a7/tWrV8tut+tvf/ubS/mrr76qwYMHq3bt2rku5+/v77J/pKSk6Mcff3QJNe+8844GDRqkZs2aqX79+po7d67zV4yz2Gw2rVy50qXtihUrasGCBZKkw4cPy2azaenSpYqOjpavr69atmypffv26ZtvvlGLFi3k7++v22+/XcePH3dpp0uXLlq8eHG+4wesRBgBrtCYMWN09913a+fOnXrwwQclSQcOHNB7772n999/Xzt27JDD4VDXrl118uRJffrpp1q/fr0OHTqU49129uUK6uDBg1q5cqU++ugjffTRR/r00081ceLEfJc5d+6cxo8fr7feektffPGFTp8+rfvuuy/Xuj4+PnrnnXf05ptv6oMPPlBmZqYeeOABdejQwTnmxMREvfXWW0pKStIPP/ygYcOG6YEHHtCnn35aoDG89957euWVVzR79mzt379fK1euVOPGjXOtGxcXl2O2ysvLS23atJH014v/6NGjNX78eO3evVsTJkzQc889pzfffDPP9X/22WeKjIwsUF/zM3fuXNWtW1fR0dF51jl37pwuXLig6667zu32ExIS9Oyzz+q7776Tl5eXevXqpSeffFLTpk3TZ599pgMHDmj06NEuy7Rq1Ur//e9/y9S5MChjSuwn+YBSpm/fvsbT09P4+fm53MaPH++sI8kMHTrUZbmEhARTrlw5c+zYMWfZunXrjKenpzly5Iiz7IcffjCSzNdff53ncrmZP3++CQwMdFlf+fLlTVpamrNs5MiRJioqKt82JLn8iu7u3buNJPP//t//c7ab/ZdJX3zxRRMUFGSGDBliqlWrZk6cOGGMMebPP/805cuXN19++aVL/Yceesj07NnTGPO/XxLN61d4X375ZVO3bl2TkZGR6/01a9Y0r7zySo7yAwcOmOuuu868+OKLzrLw8HCzaNEil3rjxo0zrVu3zrVtY4zp2rWrefDBB/O8vyC/1PrHH3+YSpUqmUmTJuVb79FHHzW1a9c2f/zxh7NMklmxYoVLvcDAQOcv+/70009Gkpk7d67z/nfffddIMhs3bnSWJSYmmnr16rm0k5qaaiSZzZs359svwCpelqUgoBRo3759js/as7+bbdGiRY7latasqcqVKzv/3717t0JDQxUaGuosi4iIUMWKFbV79261bNky1+UKKiwsTBUqVHD+X61aNR07dizfZby8vJzrlaT69es7+9OqVatcl/nXv/6llStXavr06fr444+d55QcOHBA586dU4cOHVzqZ2RkqHnz5gUaw7333qupU6eqdu3a6tSpk+644w516dJFXl55H6ZSU1N15513qnPnzho5cqQkKT09XQcPHtRDDz2kgQMHOutevHhRgYGBebb1xx9/5PnRWEGtWLFCZ86cUd++ffOsM3HiRC1evFibN28u1PqaNGni/Ds4OFiSXGaQgoODc2x7X19fSX/NyABXI8IIkA8/Pz/VqVPnsnUKUlbQ9RVGuXLlXP632WxyOByFais/x44d0759++Tp6an9+/c7ryw6e/asJGnVqlWqXr26yzJ2u71AbYeGhmrv3r3asGGD1q9fr0GDBumll17Sp59+mmN8kpSZmam4uDgFBATo9ddfd5Zn9WXOnDmKiopyWcbT0zPP9QcFBenUqVMF6mte5s6dqzvvvNMZErKbPHmyJk6cqA0bNriEirxkZmbmKLv0sbDZbLmWZd/2J0+elKRCBV2gJBBGgBLQoEEDHT16VEePHnXOjvz44486ffq0IiIiLOnTxYsX9e233zpnQfbu3avTp0+rQYMGeS7z4IMPqnHjxs5Zh5iYGDVo0EARERGy2+06cuSI2rVrV+g++fr6qkuXLurSpYsGDx6s+vXra+fOnbrpppty1B02bJh27typb7/91mWGITg4WCEhITp06JDuv//+Aq+7efPmevvttwvd959++kmbNm3Shx9+mOv9L774osaPH6+1a9fmOpsmyeWE5uPHjzuD1ZXatWuXypUrp4YNGxZJe0BRI4wA+Th//rySk5Ndyry8vBQUFORWOzExMWrcuLHuv/9+TZ06VRcvXtSgQYPUrl27PF+Yilu5cuX02GOP6dVXX5WXl5eGDBmiv/3tb3l+RDNjxgxt3bpV33//vUJDQ7Vq1Srdf//9+uqrr1ShQgWNGDFCw4YNk8PhUNu2bZWamqovvvhCAQEB+X5skWXBggXKzMxUVFSUypcvr7ffflu+vr6qWbNmjrrz58/XzJkztWLFCtlsNuc28vf3l7+/v8aOHavHH39cgYGB6tSpk86fP69vv/1Wp06d0vDhw3Ndf2xsrOLj43Xq1CmXK6YOHDigs2fPKjk5WX/88YfzxOKIiAh5e3s7682bN0/VqlXT7bffnqPtSZMmafTo0Vq0aJHCwsJy9DfLK6+8oqZNmyowMFDPPfecpL9C4u+//37Zxy8/n332mfMKHOBqxNU0QD7WrFmjatWqudzatm3rdjs2m00ffPCBKlWqpFtuuUUxMTGqXbu2lixZUgy9Lpjy5cvrqaeeUq9evdSmTRv5+/vn2Z89e/Zo5MiRmjlzpnNmZ+bMmTpx4oTzRXPcuHF67rnnlJiYqAYNGqhTp05atWqVatWqVaD+VKxYUXPmzFGbNm3UpEkTbdiwQf/+979z/a6TTz/9VJmZmbrrrrtcts3kyZMlSQMGDNDcuXM1f/58NW7cWO3atdOCBQvy7Uvjxo110003aenSpS7lAwYMUPPmzTV79mzt27dPzZs3V/PmzfXrr7866zgcDi1YsED9+vXL9aOgWbNmKSMjQ927d8+1v1k6deqk++67Ty1atFCNGjU0ePBgzZgxQ7t27SrQY5iXxYsXu5w/A1xtbMYYY3UnAJSsBQsWaOjQoYX+avayatWqVRo5cqR27dolD4+Sfa9ms9m0YsUKdevWrUjb/fjjj/Wvf/1L33//fb4nAwNWYs8EgP/TuXNn7d+/X7/88ovLlU+lWXp6uubPn08QwVWNvRMALjF06FCru1CkunfvbnUXgMviYxoAAGApTmAFAACWIowAAABLEUYAAIClCCMAAMBShBEAAGApwggAALAUYQQAAFiKMAIAACxFGAEAAJb6/+UF9HFUt0LEAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "displ = numpy.sqrt(((pixel_coord - pixel_coord_raw)**2).sum(axis=-1))\n", "displ /= pilatus.pixel1 #convert in pixel units\n", "fig, ax = subplots()\n", "ax.hist(displ.ravel(), 100)\n", "ax.set_title(\"Displacement of pixels versus the reference representation\")\n", "ax.set_xlabel(\"Error in pixel size (172µm)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "misaligned = numpy.vstack((pixel_coord_raw[..., 2].ravel(), #x\n", " pixel_coord_raw[..., 1].ravel())) #y\n", "\n", "reference = numpy.vstack((pixel_coord[..., 2].ravel(), #x\n", " pixel_coord[..., 1].ravel())) #y" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.7 s, sys: 23 ms, total: 2.73 s\n", "Wall time: 135 ms\n" ] } ], "source": [ "#Kabsch alignment of the whole detector ... \n", "\n", "def kabsch(P, R):\n", " \"Align P on R\"\n", " centroid_P = P.mean(axis=0)\n", " centroid_R = R.mean(axis=0)\n", " centered_P = P - centroid_P\n", " centered_R = R - centroid_R\n", " C = numpy.dot(centered_P.T, centered_R)\n", " V, S, W = numpy.linalg.svd(C)\n", " d = (numpy.linalg.det(V) * numpy.linalg.det(W)) < 0.0\n", " if d:\n", " S[-1] = -S[-1]\n", " V[:, -1] = -V[:, -1]\n", " # Create Rotation matrix U\n", " U = numpy.dot(V, W)\n", " P = numpy.dot(centered_P, U)\n", " return P + centroid_R\n", " \n", "%time aligned = kabsch(misaligned.T, reference.T).T" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "displ = numpy.sqrt(((aligned-reference)**2).sum(axis=0))\n", "displ /= pilatus.pixel1 #convert in pixel units\n", "fig, ax = subplots()\n", "ax.hist(displ.ravel(), 100)\n", "ax.set_title(\"Displacement of pixels versus the reference representation\")\n", "ax.set_xlabel(\"Pixel size (172µm)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "pixel_coord_aligned = pixel_coord.copy()\n", "pixel_coord_aligned[...,1] = aligned[1,:].reshape(pixel_coord.shape[:-1])\n", "pixel_coord_aligned[...,2] = aligned[0,:].reshape(pixel_coord.shape[:-1])\n", "\n", "pilatus.set_pixel_corners(pixel_coord_aligned)\n", "pilatus.mask = all_masks\n", "pilatus.save(\"Pilatus_ID15_Kabsch.h5\")" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1, 2, figsize=(8, 4))\n", "ax[0].imshow((pixel_coord_aligned[...,2].mean(axis=-1) - pixel_coord[...,2].mean(axis=-1))/pilatus.pixel2)\n", "ax[0].set_title(\"Displacement x (in pixel)\")\n", "ax[1].imshow((pixel_coord_aligned[...,1].mean(axis=-1) - pixel_coord[...,1].mean(axis=-1))/pilatus.pixel1)\n", "ax[1].set_title(\"Displacement y (in pixel)\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validation of the result\n", "\n", "To validate the improvement obtained, one can perform the experiment calibration and the 2D integration of a reference compound, the 2D integration with either the reference from Dectris or this freshly refined detector.\n", "\n" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The geometry has been obtained from pyFAI\n", "geo = { \"dist\": 0.8001094657585498,\n", " \"poni1\": 0.14397714477803805,\n", " \"poni2\": 0.12758748978422835,\n", " \"rot1\": 0.0011165686147339689,\n", " \"rot2\": 0.0002214091645638961,\n", " \"rot3\": 0,\n", " \"detector\": \"Pilatus2MCdTe\"}\n", "ai_unc = AzimuthalIntegrator(**geo)\n", "geo[\"detector\"] = \"Pilatus_ID15_Kabsch.h5\"\n", "ai_cor = AzimuthalIntegrator(**geo)\n", "fig, ax = subplots(1, 2, figsize=(8,4))\n", "method = (\"pseudo\", \"histogram\", \"cython\")\n", "res_unc = ai_unc.integrate2d_ng(rings, 100, 100, radial_range=(7.9, 8.2), unit=\"2th_deg\", method=method, mask=all_masks)\n", "res_cor = ai_cor.integrate2d_ng(rings, 100, 100, radial_range=(7.9, 8.2), unit=\"2th_deg\", method=method, mask=all_masks)\n", "opts = {\"origin\":\"lower\",\n", " \"extent\": [res_unc.radial.min(), res_unc.radial.max(), -180, 180], \n", " \"aspect\":\"auto\",\n", " \"cmap\":\"inferno\"}\n", "ax[0].imshow(res_unc[0], **opts)\n", "ax[1].imshow(res_cor[0], **opts)\n", "ax[0].set_xlabel(r\"Scattering angle 2$\\theta$ ($^{o}$)\")\n", "ax[1].set_xlabel(r\"Scattering angle 2$\\theta$ ($^{o}$)\")\n", "ax[0].set_ylabel(r\"Azimuthal angle $\\chi$ ($^{o}$)\")\n", "ax[0].set_title(\"Uncorrected\")\n", "ax[1].set_title(\"Corrected\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "This tutorial presents the way to calibrate a module based detector using the Pilatus2M CdTe from ESRF-ID15.\n", "The HDF5 file generated is directly useable by any parts of pyFAI, the reader is invited in calibrating the rings images with the default definition and with this optimized definition and check the residual error is almost divided by a factor two.\n", "\n", "To come back on the precision of the localization of the pixel: not all the pixel are within the specifications provided by Dectris which claims the misaliment of the modules is within one pixel.\n", "\n" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 37.289s\n" ] } ], "source": [ "print(f\"Total execution time: {time.perf_counter()-start_time:.3f}s\")" ] } ], "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }