{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Request GSKY's WMS from Python (bushfire example)\n", "\n", "In this notebook, \n", "\n", "- request images through GSKY WMS endpoints\n", "- create a GIF using those images \n", "\n", "NCI's GSKY Data Server supports the Open Geospatial Consortium (OGC) Web Map Service (WMS), which is a standard protocol for serving geospatial data as images (e.g., PNG). \n", "\n", "In this example, we extract data from the \"Multi-sensor (Landsat and Sentinel 2) surface reflectance false colour (Beta)\" (DEA products) to view a bushfire in NSW, Australia over two days, 12-13 of September, 2019. \n", "\n", "#### You can view this example via [Terria Map](http://terria-cube.terria.io/#share=s-lbRTW2mmLscIY4mMtA2tHk1SSoB)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The following libraries will need to be imported for this example:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from owslib.wms import WebMapService\n", "from PIL import Image, ImageDraw, ImageFilter\n", "import numpy\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**To start, we will need the base GSKY server URL:**" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "gsky_url = 'https://gsky.nci.org.au/ows/dea'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Using OWSLib, we can begin by inspecting the service metadata to find out the available data layers:**" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Layer Name: blend_sentinel2_landsat_nbart_daily\n", "Title: Multi-sensor (Landsat and Sentinel 2) surface reflectance (Beta) \n", "\n", "Layer Name: hltc_high\n", "Title: DEA High Tide Composite 25m v2.0 \n", "\n", "Layer Name: hltc_low\n", "Title: DEA Low Tide Composite 25m v2.0 \n", "\n", "Layer Name: item_relative\n", "Title: DEA Intertidal Extents Model Relative Layer 25m v2.0 \n", "\n", "Layer Name: item_stddev\n", "Title: DEA Intertidal Extents Model Confidence Layer 25m v2.0 \n", "\n", "Layer Name: landsat5_geomedian\n", "Title: DEA Landsat 5 terrain corrected surface reflectance geometric median \n", "\n", "Layer Name: landsat5_nbar_16day\n", "Title: 16-day DEA Landsat 5 surface reflectance \n", "\n", "Layer Name: landsat5_nbar_daily\n", "Title: Daily DEA Landsat 5 surface reflectance \n", "\n", "Layer Name: landsat5_nbart_16day\n", "Title: 16-day DEA Landsat 5 terrain corrected surface reflectance \n", "\n", "Layer Name: landsat5_nbart_daily\n", "Title: Daily DEA Landsat 5 terrain corrected surface reflectance \n", "\n", "Layer Name: landsat7_geomedian\n", "Title: DEA Landsat 7 terrain corrected surface reflectance geometric median \n", "\n", "Layer Name: landsat7_nbar_16day\n", "Title: 16-day DEA Landsat 7 surface reflectance \n", "\n", "Layer Name: landsat7_nbar_daily\n", "Title: Daily DEA Landsat 7 surface reflectance \n", "\n", "Layer Name: landsat7_nbart_16day\n", "Title: 16-day DEA Landsat 7 terrain corrected surface reflectance \n", "\n", "Layer Name: landsat7_nbart_daily\n", "Title: Daily DEA Landsat 7 terrain corrected surface reflectance \n", "\n", "Layer Name: landsat8_geomedian\n", "Title: DEA Landsat 8 terrain corrected surface reflectance geometric median \n", "\n", "Layer Name: landsat8_nbar_16day\n", "Title: 16-day DEA Landsat 8 surface reflectance \n", "\n", "Layer Name: landsat8_nbar_daily\n", "Title: Daily DEA Landsat 8 surface reflectance \n", "\n", "Layer Name: landsat8_nbart_16day\n", "Title: 16-day DEA Landsat 8 terrain corrected surface reflectance \n", "\n", "Layer Name: landsat8_nbart_daily\n", "Title: Daily DEA Landsat 8 terrain corrected surface reflectance \n", "\n", "Layer Name: sentinel2_nbart_daily\n", "Title: Sentinel 2 Analysis Ready Data \n", "\n", "Layer Name: wofs\n", "Title: DEA Water Observation Feature Layer \n", "\n" ] } ], "source": [ "wms = WebMapService(gsky_url, version='1.3.0')\n", "for layer in list(wms.contents):\n", " print(\"Layer Name:\", wms[layer].name)\n", " print(\"Title:\", wms[layer].title, '\\n')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**We can also view metadata that is available about a selected layer. For example, you can view the abstract associated with that data layer.** " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "layer = \"blend_sentinel2_landsat_nbart_daily\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Or view the CRS options, bounding box, and time positions available (these details will be needed to construct the GetMap request):** " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CRS Options: \n", "\t ['EPSG:3857', 'EPSG:4326'] \n", "\n", "Bounding Box: \n", "\t (-180.0, -90.0, 180.0, 90.0, 'EPSG:4326') \n", "\n", "Time Positions: \n", "\t ['2019-09-05T00:00:00.000Z', '2019-09-06T00:00:00.000Z', '2019-09-07T00:00:00.000Z', '2019-09-08T00:00:00.000Z', '2019-09-09T00:00:00.000Z', '2019-09-10T00:00:00.000Z', '2019-09-11T00:00:00.000Z', '2019-09-12T00:00:00.000Z', '2019-09-13T00:00:00.000Z', '2019-09-14T00:00:00.000Z', '2019-09-15T00:00:00.000Z', '2019-09-16T00:00:00.000Z', '2019-09-17T00:00:00.000Z', '2019-09-18T00:00:00.000Z', '2019-09-19T00:00:00.000Z', '2019-09-20T00:00:00.000Z', '2019-09-21T00:00:00.000Z', '2019-09-22T00:00:00.000Z', '2019-09-23T00:00:00.000Z', '2019-09-24T00:00:00.000Z'] \n", "\n" ] } ], "source": [ "print(\"CRS Options: \")\n", "crs = sorted(wms[layer].crsOptions)\n", "print('\\t', crs, '\\n')\n", " \n", "print(\"Bounding Box: \")\n", "bbox = wms[layer].boundingBox\n", "print('\\t', bbox, '\\n')\n", " \n", "print(\"Time Positions: \")\n", "time = wms[layer].timepositions\n", "print('\\t', time[12300:12320], '\\n')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Now, we can construct the bounding box and time selection for our bushfire example in NSW Australia, over two days, 12-13 of September, 2019.**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**We'll need to define a bounding box for our request:**" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "subset_bbox = (152, -30, 152.45, -30.2)\n", "#subset_bbox = (152, -31.2, 152.3, -30.5) You can modify this bounding box to look at different area. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**OWSLib's library can now be used to make the GetMap request and print out the images:**" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2019-09-11T00:00:00.000Z\n", "2019-09-12T00:00:00.000Z\n", "2019-09-13T00:00:00.000Z\n" ] }, { "data": { "image/png": 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DOU8mc6raIgm0vuPhwRQpDbvjAZe3hsRoiFGTJiXDpGTSOh6eLBkMe7x47RLjYcpkbsmc5nA+o5cmBCeISnBcdVTOcbBomHWWw0XDWdsxaS2hSJGZ4biybPQKlBKMyoSOyJOlY6PQ4ALloEenEzrG3L66iyXn6bSjX/RYNB2LtmJRWZ6ezGnbltmqZtVqns0bbl3qUSaKPE8xOqdflAQCk2XN0gaGRUknDVXQNE5ztFxhrWOxbHjnYML+2QoXIyfVejpaekHnBAdnHYlJmVc1SSrQRhMwBK9YNpEsz2hqS09IBomg8Q7feNrW0YQAHuZ1QEtDuwoUiSR1HtlBLiKZFJytLJFImSY0zqOBm6MBnbcI5+knOaKDd/YnWOd55+kZL9/Y5o+8eJPJdMX/8Y37HJ4s2e31+OYbT9iJKV3tSJRi6i1BRHz0jPKM1Ch8DIgEjk4Xa0sN0FKxrBukgP3JnKppmFjH07bh8GyKP58afNK0PJkvUFkPEyTvnUyIRKZnC+qmIYpIJySzVcfRvMHGiPGRTClmqxoXIg0RIT/8OKvfders/4sY4099n/II/IXvs++T559P+N6+GGKMDfDnfr/yNNbxmeev8WvffpenTyfc9R1tE4hG8KkbV9gc5PzZL7zEIM0RIvLGg0M+dWuPYa/k7sEBd7b2uL3b42xVsdHrYVRCUzWkUfHe8YzNPCVFMa8s/UFG3bScERgWikGiITrqNqCl5Om8pu08G8OEK4OM2XLBk5MpzgWKLMVEiU8NPkQ2ipT9VYUNsGoasjyh85FxL2M2bbk1kHzh1lVef3LCzZ0xZZby8HSKCPDuUcvt7W1yIvN2TtVFZIxEAcoYlBYoLakWNTJK6tCy0zNIDDvjAS/c2CMGsNZSGsMnr+9RaI1KIyezFVmikDqj6hwfubzBeKOPc56/8stfwQWompb3DiZ86tYVtIArg5REa4SQbOSGYb9ECmg6T3+Uo5Tg63ePuLnX50aSsJlu0xJ5Y/+UT5st2tbzD9/ZRwjg3LfWek+RGYSUKK3oYoYx4FpPmgVGRuB6fZwD33kaG/ihH3JsX4On919neXrCxvY2MU0wo12O9s8w5QDrAlqA9YHFsma3l6GyBOsDTagJ3tHTOX7tXWCcG05XnizJKZUgNwknbsWVzSH7kyV17dEiUtU13ns627DZ73O4WKydAUjC+Z80hrbu1tOoVcuwlxJomC1q9FDy8Vvb7B/OENpweDbjjbfvA7C1s8c4SzBGcakoaejYGxZY73l2NmPWNhS9PqdnHRsbGZnJkATOmhbdOipnyRPDoJ+xAFyA2DrSfMyG8Sytp2s6lE9JERjlmC4DBqi8x+QJMXhEkGz0FPungZeuX+Le6ZJmMacoEk6XDbnSnFY1vSLH+4iIkesbfQSCJ5MVu4OSpycLtPaUaYlIJYUJHJyuKPs9tHekUbBoVuQ6o7OWoAJEycPJgo1S82wy5/rWCI9ntYosVg29MmPerC0iJyK28fQ3cpRq0Vqy3VccVg1paTiYLXgWJS9vDFjMOlbO0kvBdms/VGkC24MS23myKFHGUNmOxarjhec2eTpb8ac/c4em6rh3cMILOxs8v7vB2ydzjqYVP/lHPooQkfEw58ZmwVt3j9AmIYhIr5+xfzJjIy2wMWASha0tRimyxFDXjrbz9IqUFRHfeTbKlJWLHK4qYlQoBbsbQ+6fzIhYXHQQAkIKTG4YpTkrW7GX9zhZLhjnJZ2CQaGYLj0IsHWkCe73O9T+vvlDtTKAELBY1KRGcdYuCVKx8pbPvXyTvXFBliZkypAqwXvPzlg5z6ltOVtWXN/c4tffuM/pvGKQpCxay2/fe8Lpcsm3n55gAiwqy4PTGXuDjDRLWDnPpi4YJAnT2YKjecv94xPuHR5SVw6jBZ+6eR2jNB+5fokXn9tmp8gpdULjOrro0CJwtmh5eDjhE9e2KKSmdY6eETSrmkTC4WLFV+4e0FnHtF4ybztEXM99f/72FdquZVp1bAz6pImgw1EtVsQQkESaaoUSAmEiRQFtjEyblsQYGhtQSiCUpiwNRq6HQx8kvX6Jygo80MqEF25eZqvI+aWvvsULO30+uj3m1ceHbPdKNgYFQWmu7W2SG01iNJvDAik033y8T5omLOYVTw6X7PQNv/7OYyKWL79zxP7ZnMZavvzGY6IURClJjSG4yCDT3NnaYGdQooTAmj6pdrjVAklkVdd0UYGUuCioXEeewqgwFP1N2qYlHV9jfvyMp+++y3I5Z7h1g7NH7xLnBxwsl5SJJOBpraduatquJVZzfFth2zkmSFxToYOlVJHT2YLTVcvXH5/SRsW1nR1WUWJlwt7OLrPZAu8cm8WAyapGCklucqq6RRpFZgR105GlmqrpUEaSZzlHpzXj/gCJ4t7+hE4Krl8dc1BXAPzoZz+JVutAlrOqZryVcTKbM12tuPtsyrVhn808w3UtSlrO5g0yduSpYrtMkCahzAqmladrPfN5TZ716GSJiILFqkP6Dq3WFqdtPXXrSJKUurH00xTXLNjpaerWkwhBUAkPT1q65ZQsDagQyaTCJIYrW2OMEljrsJ1j3nW00bG7kXJaLwiypbWO6bKlsy11G9jb6KPiOvildeC9pLGWYaa5tTuisY4bm2N6OkWLyNlqTuMDy8YhkNS1wzpPP8kIneDG5T1CbKk9dJ1gWTkikaru8K3l1k4f5wOXxhlZtg76GRhNJiKuhsPpCpUkfOaFPZ6tlkgZ6GJkd1jy0vaQp7MF42FOpg3TrmWjl/FjH71K3XVkqSGTKQvj+eZbB4DEBodG0s4aBmVKNB4hBVJK8swghWbZtphEkmlDVTf4AE4Hjpc1/dyAgCSFNJE8OZlilCAIcHXk0emMg/mciGBVtfSSFCsF270CHzzzRcuD6ZKDxYKFrbFYMpl86GOz+uIXv/ihX+SfFj/3l37ui94ItsqCs0oQhefO1Q3efnhEP03Y62c8nSzJE8N7p0ccTVcMlCIzKUWS8NzumLzMOJ5VxLCOPLEyIP06Mm1zkGOM4NF0yWaZsZFnLJuGXpZyWDe4zjJIc44mc4SR/HO3r5AREUpx//ERd/Z2aPEkUtI6z7WtPsvWcbpsuLQ94GC2JBEK5zxtiFzaHBCCoPaeMhekScLmsE/nArZzSCk4ni+4fWnEr731gP2zmrNlgyQghcR2HZ1d+4S0FBRZhreRz926xPNXdukVKc18wZPTGXXbUZiEyaJjNOqxajwBhTGKJ5MFiRR8+8E+j/ePuL69weVxzqjIGWSam5d3SLVko5fxrUcTbu0NSY0mCkVnLZfGQ7x31K3j7vER47xHjqBzAScCxgv2hgmffeEarz+doKSgbj3SSKoIAcmp7dDJmK0MpF47tlN1HjGmJavGYbReR/yhaIPh3/yP/yoPns5pqlPI9igGuzRNRdVMmE4OmE0nNHXFsrIMomWQCRbWkZmUzlquDvsIpbGuYyM1tCEy6BVMzi2XVAmmrefNgymjYcnecMilMmG2WPDVp0dsDnJWnaduPI7AoJ8SXSBIjVKR+dKSpAIj1xFC66g6sBEGRcls3vD0aELey+jyH+T1L/8PZKkgSRUqkbhlzaXhkMmqo0xSbt/Y5dlkSplmpEoSDWgvMEJw9/Exe6OcrqtpvWA8HOKiYtZGcqM4mC5INLTW0ziBd+s+NOtams6zqpfsDjPatqWxlkTD2bIlxgi+Q4jAfFVxWrUok9MFT6YNy9qDcAxzyeagR2sDx/OOQZqwaFqyJGHU0yRacrzokEKwrBqujQZEBU3T0u+l5AqSJAWgcS2Va8l1wtlqxXJlubLdZ9U5JLAz7nO0qlCppFm1dM5TpinBVkQBxmimsxWXtndZ1g1llvLW8YRSFgQBhVaAYLiT8+7BGU3reOPgjDsbQ945njFMEyaTJRuDglZ43no8OVeClmvjIV+9u8/xvGY8zHCt57V3D9lMMs6aCu8CaIUjUOYZi7als56m6yjzlDKRFLpgmBpOqiUuRhKpWEeiKSbLGiEEKIXSmixL1gFBcW01djGgjVxHOEpN13iWXc3xoqaTglnVEHxEKglx7T/rvKOpu2df/OIXf/7DGpv/UFk0sA6jffvpjKgdWgZubW1wYzzi6kYfKTVXd3r80jfu8slr18ik5vbuNr1ckaaKs6piMq1QwEaR8vh4Rs9kHKwavFCcziqms5qXdrYIXiCUohhmCKMQnWeyrOmkRwjNMMtRUvF3f+ctEqNJEg0S3nx2zChNqVvLyXI9tVekmtXS8tLlS7SdZ+o6YhAMi4y8NAQfOKks09ryxqMDfOeJeJZdR5oovvzmY0JUHM2XRFqaqsX6Dp2swyaVWkcSrWxHbR3fvH/EqrYcnlXUQTHKcxIleefZKU/nS1rrSc06BFshmS1avvLmfaRcD7REu+7swfE7j09QweGtp3PwhecvkSmNlBIRI2fzFZ11zCpLqgIfv7rHqut4b1rxG/ePeGmnTxMsbx3NmcwqRAx469FS0M8y0AprFKY3Jo0d8+WKRKY0ARZVoHUWHQVVt47c8XEdzpwm8NNvvUdZdChTkA63SXs5zlmq0wnVbEpdNxACEHhWtSzbwFaWcXmYo9OUNE2ZnIefz51j2kbaztFL1w9n1XWsqhVKS+rK4QMMc8Vk2fH8xoDW1djo6Q9zRkXKZN6gpMR3gRAF1zb6jNOERCV0XYePns45nLO8d3TEc5cG3Lq6S7Wq+Vs/9zMgwVtHFsFYT8wSlp3jytaQYWZ4fHTKME2QWpHqhEuDPpuDHodnUzZ6GcuqJjUJRqbM5ktcvaRMFG3n2CwNvTxDSEMIis5F0Gun/axqKEzCsuoIIpIlKSfzBqEUw16BVALvLc4bru9dJ3iL0oZV2zLIE3KTsuwEVeeZ1Z4iNViRYKRBCk/whv3jKWkq6HxHmRmmrUeIiErWU6ZvTk/45v4+WklyJVmuGqquIU1y6rbhwf4Ucx7Wfe/ohNJFTDRIbdjol8TgiErQEVnKQG84xNY1A6k5rlZcHg7pFxqIHFc14yTlYxtDPnJpm0QbdvKcd89m7I57fP7Fy3z+49dBGo5Ol9w/PgMhePBsyq984z2ilJR5hg6KZJBQ6LXClkJgEk2WCrLcsKhrYogUuUFpzaJqid5T2ZpHp6cUWcrNrQ2iDAQbSZVCCMhNwsAY8A5rA8O0wLoAShJDJJEJIsi1fzBYnAWhBcu6Q2tJAKKMSC0Yj/sk5sNXAx8o6uyfNcoii5/42As477g5yrh/OOdPfvJFRlnKWV0x7hW0beCN/QP2BuV6PlRJFm3HWet4894Bm72ET9y5zK+++YSP7I149fERf+Jjt+l84I3H+4xNwa1rWxijWVQ1Okl47dEz7mwPKZKMp0cztkcZv3PvEGk8q2XLqCgIOE6rjmGR0UUPUjFdtiSJpq5bMmMgSvr9jJ5WzG3LcxsjplVHU3f0ejm26TirLUpJlIDpsmFvq0ApxXTeMussKgRcjOd5NusIliJVa4efWMfzGyH40VfukGt489Eht7Y3qC1sb/QJMVDmCYvGMchSLm31+G/+wdcJEa4NU8ZpwrK1JNrQ7+UkSrDbz4hC0XQ1T87mXBqNee3BIYNRQS9J2OznzBcV/TTh9YMTtIbbW2O+8d4hl8cF2+MeVe1459mUB5Mp/cRgQ8AlKQ6B1ik7/QzXWbq6RhclV8cl9x8esLXd53RWo4Qky3Ksi9x88RXOZlNSYNqCyTKiFPioiXaBtR2Za2mCY5wnBJ1wNluQpznjIqcNgbEWdFGgRbueKzeKt04m9FTGqDBMFhM2jGFSWQKwqFYoKfAEQtvioqWXpjRtQ+0iIWSU2rPqGggCqdZ5NJkQ1K7FxYQ0gUwZ6s6yMALdQE9KVsGiifS0pHKBGNY+uBgFrXD0pEEpRecjNjgMGpynN+gzWy3Y6BUIIofzms1Bjy5oEhNxzhJlxqxx5EqzM+rxbDJDioBmbUnWrsOohH7iaIOAKOn1c0LT0WGpukiWJlzd2eDhcUsqLFW9oEwTtFbrUFuVMF3OGGZq7ff04Bxs9xSn84qqsUjtsE5QJIqqbukNUnLVY9XN8EGyqCxaGVrX8m/8R3+dX/8bf5H3jhbc3hny1pMTlFYMihTnHfOu4YWNIfc8W+tYAAAgAElEQVRPG5SAMpF0InA6q3hu0KNTkOcFdb3krLFIpdnqlVSr5foZnk7Z7hX8Wz/1E/yt//WX8dYx7Vp+7OUbqEQghGC57Chyw+PTJamDJ/OK49UCjQYV+dTVXergGGyX3L17yOF8nR/mg2dzUGJ9xHaeJFHUnSU4yIwmTwWDXs7T4xWIiAsO5wJb4yHOWyarFddGGyRK0tQdJ20NAUJ0IODKeIuVbZlXFf1y/dx10SMdqNTgnMUTEQ5ccOR5jvee6eniQ406+0OlaPpFHl+8c51mteIzt3bZ7A05qpZc2xjz9HjGc3ub2BCwzvPw2RF5b8iyanhyOqVtO4oi44dfvMI3HhxSKMWpbUjJGA0Uz29v0VqLEJJ+mTDIM+aNJXoYlimn8yXOOpIsQUjBk6ND9hfrPIdpawk+sN3Pubm7wbtHp5Ras3+2gCAQMeKFQqYpG1nCqml4eXfE64czUi1RQnJzY8ionzIuCxZNx4NnpxyuGtLE8JHdLf7hu49wrJ22IZwng3pH2zq0FCgNAcVmmvDKzUtsD0uWqxW2dbQRxv2cS5tDvnXvGaNhj1G/INOGX/zmfa4MNOM84Z39KaMy49bOmCJVNM5T9nvkytN27183BRmp2opeUXK2atBI9icLrmz1OZ51vH10ytVhzrPpiiRJEdJza1SyrC1fubePA1KTsnv5OtPZGUpKnIciTwiuxfQ2KLRhOdknEtYJdEVO3USCVly9/jyzukKHSNNZnPPk/T7CB+ZHD5FK44gEb8nyHpltOI2azV5JWgxxrkOKSBeh7JWEZolUCU8fvEWZliwXE3ppQm0DvTJb+3a6hmg9K9exleecLCr6qUaIgLWQKIHWmmZVsYoebz3DXs6yqtdJwwj6acbZuZXVesmTJw/42As3WVYN0mgSlZAnkrpqCTGS5gnROToLWZIQ4jrZTxCxEXpakWgNWrI/r7l9aZPX39vn6taYjSwhWMn9xQLvHbmRFFoShcJaS7+Xkum1L8ZIKMps7fORGikjo35O3YHHEWOJi4Fl1TAsPIkSrJqATnoU2VqJZ0lECkfwkXmr2BpqZsuWfiKRIuJ8hwiRB6dzGu/IByVBWrpZJErHdjmg0JLg1i9RaWLo2kBjLcYEhAcZI/O2piwzmhgYoDhcrIhBIGTAJAljpThuOhIBVfSkRtNFza1hzvGq5mi64vrWCOta/ujLz/Glb9zDGfiJTz+PICJDZLFa+9ryzPD3vnGPl3dH3NgeEKXgS1+/x7/ygy/z7umM33z9Ef/SD9zif/nqfYKPBAJFpilQLLynsxalNcIKkhTa88Twy8OCqQ3I6JkuGxCStu0gFXSdJzOK57d3sM7z7skJ3keyVNF165ypNE3o2g4jFHubA47nK5wP6wTQADKJICXBOhDrmZn5wfxC0fxeKfIsvnLnGqMkpWose7s5/SRld7xFiI7ffOsJz1/d4snZlFRJjpYdnXfc7OdgFA9OZljn2SoLnAnIJhKQfPbWZaQSvPnohI9c2yICm/2C41VF3xiCDEgnsD7QCslAS37zncd89vlL/PbdQ54uZvSMQijJvGlQSvNnPvEC//Nvv43WkVGRcVI7uhDZSBLsebZuL88pZWTaeD57+wqHzYrTacMol9RNYGU986bC+4jz4EKglxlqC4KWIBQ9I6k7T9t1CCH56c9/FBMjD46ndF0HKiHEdVLn/tmc5y9v4VHMz8Mr2y7yzYeP+Nzta9SdRxAZlRmTZUu/SBn0cvqZQUjB/umUUS+hqjy/8PV7/NQXXiEzindPF3zlzSeAJRBR7jzclLV/AhEJzmO0xkaJlusM/rLfx/l1FviNnTEPJwuEUlza2mYxPUN2NZWzjAcFR4sGpTWbW1dRRR/vGoqyz98JKT9jVxzv32c6Pabs9fBCk5uEtlrghUB4y8b2FbbHQwoteW5c8OpC4ruGrglMnr2L9w22qcgSjVYJVRvR2lOtLFIHopBI55A+ELXGeQcxUGSK2zs7DAvDl772Jv1cIyPMW0e/SHl0dAYoernBB0FWGGgd5JL5ZMWnbu7x3umMTCjmTYuXgdQGev0eNqxXIxj2CxbziiTPWSyX9HslqZFMFhVKS3rKMGta0kRhlAQJgXWov9ISFQO9LCV4QZIorFtnxHftus8gI9qkOA/bvZSj2Yrj6ZzRsM9Wr+SsjiRGYW1D8A6tE5wwJHmCbS3YBUQ4rpZs5UOu7ww4mS/IMrl+0zYSZwP7p0uct1StY3erx8p3dEIivKZuloQgkAlsqgzpOpRUbOSa42VH1bR4JIkRlGmOUJFV0zCpaqKHgZJgJCEEcqVooqQOHTIIyjzFRhiex8C2XaDSEFrPn/3ci5yuKga9lLNlw9fvHvDpO5dZThds7fT5+6/d56VLm+SZ4c7OmLpzGK2I3vG/f/Uet65s8vajIzyBQZrRWodzESTEEAlSkCnJql2vKrFeVQEE6xy2zcGAeV3Rerueol1ZolivtlAmeq3ARCRLEpZtC8JjVErXrY+TElznQQiMEnQWeoMUax1RAQ6iFMwOZh+qovlA4c3/7BGpGkeuJR+/s8s4T5Ha0IUOGTSfvrPHb9x9yhdeuME37z/llUtj3jw84cm0xlpLh6eXGcb9giRIPv+xS/ytX3+VN54c8tzWiKtbfSRQ4xFCUq06gnaUeQpSIVVgoDVnixVSSB6fVixtRSRiJUgXSEloW4f10E8li8by8HTFoJcTrKXIU86WFVInEANOKdI0cvfghNOuYytNqayni4FERjKtWXQdAMNeyqKzlEbRWMiQGCnoDXIm00CaZaxax+V+ys6g5L1nDaX2KK0o84RyLpnXHU8OT9BZwfZgQKI8z21u0bmABDzwWw8O+Pyda9jOcnA6px326BtJqhPaVmB0yg9+4irCeP7Ob7xF2suIdICnrxTTxqKVpg0e5UEIRRSS1ge8h6AEIhXEVYVKUoLRPFzUFFlObVs6AQFPLQRGwvG8AmVI0pJgEnRTUVUzfL2C+YynLhJthRYw6A0pt5/n9PQRg+2bJMJSnT0jhMCzecVmr+Bb047FdIH3HTJ4ICKVYlAUeO+QSgAt1guKzNCGjqr2lFLSESmMoewXhK7i1vY2j+YVQjtMkRBcYBU8ZapYVC3XdraZ1w0xrJd7Ua5jc7PHJ6/sMa1qQHDv5IxFtw52yEQkVSC1ZLGsyYQkWEvZ79E0NWVRgoLJoiJ60IkmKzSrtkMDComPgta1jLKcgIDgEUKhtEAIhcQRYyRNDM6vczYWtePSaEjrW5CR23tbWBmobU1hBK0P62AMqWijI7YtaZKjhWdxnpyZq4zdfsrT4zPSNKWqPcLBs8MlidYEGxj3c7Z66yVqTk4qdKbISkNaGrpFoBykDHTB4bRFt2uLRMZIMUgYmYyqs0zqdY5VmiT4VQUhUmlJTwhSoci0BueYW0+mNVIJQus5ai1lL6PuLLfHYyZJy3RVMSxzWtuRKcl2WfDtJ4d8/vZlvBD8+Mfv8KXX79FUjq+9vY8HtIgkiaELjmlV4dzaJzcPNSEK+plh2br10kEhUvmAktC6tWIPSkHsyBODtY5cG6KMOBeQet1PpFaETBIWDmSkbpr1WjxqHYCjjcC6gHeAFAipiHJtOXWtWwefOI/WGqU//DyaP1QWTZ4l8fnnLvPxS9tc3xzx+v19ZD/B+MjlzS3yJPLm4YwfuLINQjJpOh4enjCZracz/sVPvsRX3n1A0zqGJuNk3vEjH7vMs2XLbj+n7SwL6xjpDJVKsKB1AClQgJCSKCVeBDJleHx8xsl8ybRqmdUdiMBLe9u8eG0THQW/8I13WNWWNFNkKqOLERcdTSfYG2Ws6oaNfo+mC7S2o+ng+kafVnQs5jW9smBRt9TWU3eBPDXkIlBHh4gSCLStI8ZAYgwuCDaHGZ++dgnX1PSHfe4+PkCgGI+GhGaFDZHNjREdkVg7tjf62BDJRGDetAx7PerOsegcrrVsDjN+694hH708ppenFFlGa1tOm4qbu7v87S+/Cj58Zx236Ch0ShMCte0w2mCDRIe1nHlZsmo7UpPQSzVOpAilMCZlNOgTomK6WLDRT6mrJd55nvvo59G9TQ4evEbjLIN8wNnpMVLCr/z9fXh5yQ9vXUYVPV7+/E8yX5whmn0SlfH0yV3qxYxBWSCkQotAlAlVVdFWDUYGrG1Qac5yMcHbQM8ICqPITGC66Fj59RSdAYp+CWEdzDBbzCnTnLJX4ruG29tD7u4fs1isuLI1ZtpUvPV0PQ0njWSUGISWnMxXlEaRSfX/svdmP7tm6X3WtaZnfIdv3vOuXbWrdlV39eh2T3HcdockBiVhCERIBA445C9AAgmCRBiEAMEJB4FAkEhAQiLECbYjx467adttt3uorq7qmvf07f3N7/hMa+Tg2fIxJ42iFu8/sKX9ve9a677v331d+JT41S884P/83rvEFJirnI2zYyghy4kZGAQxSmQaOV3RRqppQZ0bXNeBKNEGOucotKa1HhCkEClLMy6s2gGpNHVRQIq0LpEZSe8suTZIkbF1PaXRpBTHii1KhIjYkCiMQr9ABO2UGYNP2OjHoTSRbW/Ji5oyV2w3W6aznDAIyiwnKcnF2Ql3j/Y532yYlwWdGxgGx9N+S7CGyUTT9z02jBy4ftVyOKswEpIPKKPJleJk06JIPLixx62jPZQKuN7x5HLNj59eUhiFTILODUzqgmv1hMeXS6RSWJGYKMO8MrggUEby5ZcPKZRm2XX89o8fURnD1vX8lS+/QfSB5bLh3dMF56sWZSQxjUwyJRR1plj5QAgOlSQ+eiZ5zuAiPiTy3KCQIAN4MYZBYkQBRZ4xeI8kEJLEBk8II5PP9o7MGEQmSCFQFzkhJDprR45gSggpEQqCiwgtGRMACZ1p/OAQRo0PpgQxRDYX23+myQD/TH2UEMgQmFea733yjJ2dmp2sQEa4OS+ZlRUxdPzGWx/S2gEdAxsbiEYhI1wsNtzamxGFJIrAZ1875P3jc2ZmfMsnBO3WQjbOVa66LWU9oc4yTKZZ9gO5MkyynIzIK7f2MVIhRSRXAqkEu2XB9945ZrABI8Z5zjAELJEQA1IaDqbjUHO5Hdg0HUPfj4egUaz6jhgizeC5f7BHnzQpRspMEoaBJkT2yymD8+OX68Xg+N7BHJUpLq62/O67j3j/csMHj0/56ht3ee3OEV2zxUvJ4cEBe1WJCWMfflLWTPMckWfUec66bVn1FhE9OxNDZQy/9uZdJnXOtrNIlbhzY4+qqvndd49BlQSZUegMUiCJ8QfX2h6NICZBqUeAYpQKJwR5NcWjKGZzvBLkRlPnkmQbunbFNBNkZc3R7df47C/9Rer5Piom1sslmakoqpobd+5zcPM+/9K/+RW49hqvfOHP8fqbXwIJpqgZ2gEXelQY2wqlAm89QmT4wRGGlrqUhOTQUkLwVJkZUztihJU+vLAEodBKY6RiMqvwfUvfNHTdgBSaeSl5fnnFp67v8JPjc/I8p0uRhxdLQoI/+/pN/p0/9yWmxlCXGRqJEJJBJM66gV945TabpvnT+UvjHB64OZ8QzUiUlMFTZ4IheTZtz3RSImLkvfMrWhQ6Swy9RQnJprVYH5BiTCIpadB5jhASIwRnq5YkFElANwRKY2gGz7ZvsTZCTPQukUlDWZVMygIA6yPzukIbzWYIbN241S9ERMnEvMzIhUUnR0yR5cWaiy4QVcB1C6bTkk0/VnAXbUcgURQFQicOdyVZodk/KNnNJJWOFLmgsZ4UJEpryjIjywxv3Dggq3Nev7XPvols15ZvvX/MnaMd8lyhEjTeoaTCDpHnm5ZpYUaArg8cVjlffXCbRdNycrVicA4XEl0fEAJ++VO3+Tf+zGf5zk8e85vf/4j5rOKorhBmXMh1NhB9RChYe09ykTypEZoaJa11hBSQEgbbE6On7zy5FkyLnJlSZFIz2IG+d3RDpH/xsIhirEKqukBkghgikRFzlQSobASwBh/G1lxKZLkhK8eAgpAgZEKXGmIcLyGfUOlnX9H8XF00PiZMnvHtd55w1bdcdBFlLbs7E0KEy23DvcNDJkgut45vffycxaZjf6ciyzU/ePSUD59f4EmUdc77z854vNhitCJ6yVXXMqtzFus1SsKD29chWDatxVvPtMpw0ZNiwAG+D1x1AzuzKQloW8cnyys+f/86SUju7Ffc35tzva4gCCZVhk6BzlpEVLxyfT7SaKXgtcMZe2VGledsWkueSV4+mJFlksBY0YiiwhQZy6GnMIwkaiWps5xtP1YMSQp6b1l3A1lZcrqy7FQZpsjYmVRcLZf8wYdPObnasBwalm3Ldz58wtOLNa31yAA7eYYSmrefXrJpOr718TOcSxitubY7JdMGLSWLbUeuEtI7mrYdYY4JljaSa02MkWlucBFQkmmZE13EDR03rl2n84kiK9ifT0lCYYoSYTJCXlDu3KCcHvDf/Kf/Hs1mwdBcvEAQ5WyXl6yXC9rVhlwY+N2Gpx+9R1nMePyTP6Auc5JvaLZrjBTsz3c4X3UEN7DZrujWl7SrE5aLC1S09N6DiKAy8qLERijLKTLTNIPDx/ER4nqHALyUSCGwwXNYluwVOR+crnj1cMbxxQUakEawGTzvPrnkf/2DHzMpMu7sTln2A79w7xaDjdzcmTKvMlZNIM+zMa6bSax1LIYBIwSVkEidsbYWIRRCwWLdMTiH3ToKoVi1LS54tu2AygRSgPeR0oyYFRlBaU0AMi3prB8DBSGwbkZSd1UWzPKMTEtSSPRElFSs+8isLMkzw2LbMQyewMjJKxRcdpYoDE4qHILOOgqdyMqMl3bHrfuA4oPjKwaZY4Nhue05dZ7jZsXObIZNitJLhqWjQtE3nrrIub07Y0gDm67nYt1wvNrwyWKBdpE/fucxg1Q8uH/EN1+/TXCR5MGKSGE0WstxyTdYfEhMjeCwqviLv3if29Oxnfbm7SO+9cFzNl3Ljd0arRVVkdE6xy+9fotvfuYlEnD/9i4iCaSIZEaO8y3viS4g1UgbV2JMe3799cNxhwVecPoiUkNjPZkRNDHiYyBEyDNNRCCkpK4KTCYxlUK82B/Lc4NUApMrbAgEn0ghIoQak2h+JBz41iOiAATRxpHMnksQgijECxT6z/bzc9U6q8s8feMLr/H5W9d4uFxzsexoBkuIgb/2tc/y9uk5B1nBdz98yt29mreeLZjWmv1qQio0YdFw5R21UjTOjUuOWYG3nkk9UmWPZjn79ZTdec2PP3lOqRWv3zpg0VnK3PDock2tNTF67h7sMCT48MklQgveOz7jbLNlkuf8y195DZkU3/7gCeeLLXlZEwnEEMilRprE2XLga/eOKCcF7zxbcG93SusTF9sV0QtaDzE6REx4VZFXksJ7pPAsuh7pgZTIyxz/IrDqnGWqNVoJdGbY9J47O3Pu7Was2sh0UqKUZFYVnGw27GYFWabRWUHsNyOjqhswUqKNYrFoeL5uuH99zkDiq6/fprOeH318wXcfPgOf6G2PEpFt6zB5xjzTtC686DUbCq0JQpFiYPAJQ0JNC2pdc//eXZqo8N6jg2MQBmkKHnzxy3z01vfZme1zdfIxcnrA2dOH7F2/y9Cuca5lWs85Pz+lsZFf/hf+KqvLc3IjiSGyuHzO5vQpQhmibZBKI1WBGxrariXXklxJum4LukbnBc4NxGDRWiMjmMzQNi1DPyYOqypj01uMEkgfeePGLrv1lMY2PDlbsj8peXy5oIuSo7rkattzZ2/C46s1d/ZmHG+3bPueeZ6zWXeY3JCJMZHY+h5jMi4Wa0Y8vqbIFMEHrA9cn9bYGEd8zuAJeIos57xrmArDtCgwRQZJsG1bkhBUZYn3cUTgi0TyCaXVuMTnPdooXJBkdcVsdgB2zWq9oTKK3WrG1vV4b7HWjgdeljNYqAuNFJLduqIXkvVqiQuJWgrWdkTkdM4y0ZrLzdhy8n3CWwsGZJDs7Zd8crLm6cMPuXP3JtELbk8nbHxPJsElyWxacr5csVMU+OCJQrBtLdNcQ7D8819/E7vtaPueOs+xSJKQ/Pr336M2Ga2ziBS4PptSSs2f/exLKBPRSrJcDSAVIUKKAVJgcGNyVGcZT87XfPu9h3zu5RtUheY3v/8hCcE0z2ncMF7cfqRu/NL9G/zeTx+DkCQpRurAWBziQ+BwNiEhMRLWw0DbWySCw/kUax2dtXQR0OPy+DBYZKEQjL+LTEusSxghsCFAkggtEEqScAQHOlfgITNyjFPbsW0a/dirWf+M480/VxWNEIJ103HeDNyZT3nzjWt86ZXrvHrjkOPLFXtKcdb0ODyLwfGNT93k9mzG+dWKpycL1t6zqw1bazma1RAVm6HjM6/d5O7+DjEkHp+uePfpOYjA8WpL7wTffu8p337vCf/XDz/k6dkVh/OcbUj8/e9/xO/88AM+PD+nyEcnzMG05Guv38JIzR9+9Iw9naEyw7zKsTbw4PouQklCgpu7U543LT/46ASdPJlR3NmdoJFsg0AbhRAJKxRS9ExDoOk7+t4ThsTOpOTlaweEoLDWIWNApIApJRe943zbYpNjqj0EKCcZi74jz0dRx52dOXklmU0n5FpiigoTIpebjqrMqTPDD06uOLZjK+LG0SF/67d+RO8Cr97a56sv36SsC7IXiaW8NGgx/ri0lCiTY0NiiFApgcwyvLfMdyforGS6s8PlakNo1/TNhvP1Gus9n/78Nwh9JCTB6cU5XdviFs9QMnBxforIp5CVnC9bnKio84z/VgJS4buGvl0TmwVSJpxtMUSS0AwpIeKAkKNPKJDIisnoaUkelSKZUoikEAia7QaREpmSTOsc6xV7dU0uc+4czHj7ZMUPHj3lBw8vueojqyHy2s2b3N09ZOEifYBHixUuwuOrNX2fMDLHJYmVgmZwnLQDnfM0Q2CxaahzQ1lmODceQI0fHURnbcdl0+FcIM8Nk2nJpDYcTUomdf2nePzl0CCkYFJPiD6NO1dqbN+aIociJ5vMuL57hBSGo/0D9ssJq7PHNJsNRgRC8Ky7LYaIElAWBSG+8L7osYo53W5p+47tegUhUinF2kfmu3PW6y2usSxXG5K17JqStg/8h//Td5lpjfcdy9WCu/uGz7zxMlok7u2VJB0JNjG88AwtFg2l0mMbWhvmwvDy7ozKGNZO8ht//CG/9fZjvvvkkl//4UN2c8mkUHzhlTGAYTLNgxtHXPWWv/TVB9w6qElJ8z//3nsoaZhMZ+xOMqTRzOqabQi0EfreYwrFX/ry6xyfb3A2MC9zQLCxA1pIUvAv3EmROtfEOPpj8IHWRTrnyTNNqQ2RgDaR51dLlITrO1OM0azabvRQZRl2GLCdG/1QRpIixBctuMjokeoGB0hkoUjRE4MnxbGqISVsb+l9wKBQmUIkQSQyKaqf+dn8c5U6E0Af4KPTS96Kns8f7XPrYM4PPjlhJ98nV4aXdmp++FjxclEyyUu+e3FBDKCTYOE9ZZaRa81VY0EJDus5GbAKbpSXKckweP7xW4/48v0bHNUVP3m24LU7Ozw777l7MEFLxS/evcat3RJrocwk/+Tth3zu5UN+/71j/vCnT7j91U/x2Vu7IBR5pnnr2RX704rnVw3zOicFON825EFiiUx1wcenCxweGw0yRsLQkSsFSmGiZzN0o8hMSuazEq1z6qLEiQ3oOOb00Wy2Dq0EIQb+/INXyaXkouupEZQJduoJUkpQieZqYEtHnedooaFK3KTmN956ny/dvsEvvXaXIhdsO4frHNf2ppwuG3brKbdmO3z3kzNQisyM7TQfAlIKWp+YZDloQVGWnPdb9ouM7Np1yqKglAqpR9lU4zxGKeY7B8QUKO0Vp+cnhMUT2n7Ay4xi95AiCQoEsV2ShYHOtVTasGk3/Mpv/j32XnqdST1FRkHfrEcJF4I+GerMMFM5m2DZrzTORzo7YGQEbxk8qKzEvKDv9n4UUA3OoZQioqnziBYSp+HZehg31YWmnCraxnPSRERhGKKjLksCkr1McLHtGIQgIxFEJIREqRRb63hpVrN2lplRhCRRUqKNZKJyrvoOEQNCguLFC9l7uuAwVrHVgsWi4/phjlealAKehKpyogvkKmCExEhFqnKUkeSqYOh7GmMJSOYTw+lZS5VnRO9ZNoE7N/dJfmBwIxdNq4LCTIjCEpzF54oiKVbtwMG8YGsFMsKeUaxWLTFJgpTkSUDyXHZrbh3N+I/+7a9SKs+tvQlvPz9lMQwoadgM8OBoShMjcTsggqQuNFkOi86x7QeESLQ+MiFDpEApBYXRBARZgq997h4+z/lH3/0JSRi0TPz1X/kif/d3/gQf4O/+/rss255/6xtv8qtv3EVrRdv2aBGopKbIMq7vTNiZ1lwtWjZNz1uPlnzh/jVcivRhlLYpM/4/Bz/urRRGcXS0h5QPCSExMj2g0GYcxIvI1nrUECjqgiEJhralJKMLjvXQslYarRUpBPrBkpWal48OOF4s6DuHFooheIrKEAWYGIlS4iVIRlqC7xNZNbYEZQAtNFEIpBYMg/uZn80/VxWNVhJk5KppadqeHz494dsfH4MW1NWEuizIM0MuR27Zvd0ZQTh+4d417h1O+MarN1lvWya5wmjJ7iRjb56N4N0EQiR+4f4NlIoIIidXLatu4MHRhJ98cs7nXzlgv87RUvHOySU/eHg69mFfWBR384JcKwYPF03H28cX/N5PH9HHRJUJmuhRWnE4nZCZxKTQfOn+LYpc0tmB2SRjnpWsuwGdF6P9MTqqbEyoHBUFudYMPvDZWze4Niv5/uMTvAcZYVbmlBqi0ggiKmQ8Or8a90+KnD/6+DlWwPOrNW99csZm0zObFFR1yf/+3ffY2p5ucKgEd3Zq6knFJ5dLkhDsTApC9NzbrdnJNO89v+TbnzxEGgUxEBNs+oFrkxqlJVWWIQWUmWanzLhx7eaITskkrffs5AYQWIJ1I9kAACAASURBVJkhUXQWurbD9g5XH3B4+zVcFCiTM53uI4WgtYneJnIdWPSOwSuWyzPk0JOLxP/hPAJB9B0uKsCQYhxffqNogKLIkEVFphJaJlyIRKnIBNSZxoWIVBKdIkpJhJIURcXLh3NsFCQlKfNs3CuRCpskEQVKYjLDarulGez4uo2e08a+CIZEhFIoNf4tlTbc3p9gYyCTmt2yYLeqKaNExnFw7axFqJEZp3WGj6CynNpkqDzDxYjRGTIJ2k3PNDP0TWA3r9h0HdaPpsZnFxuEGPlf2+2SxrY4lzia5Zxfrml8h3eRPMt55cYRG5voLTStJyZJVuSozNO1PaerLTt5xk5dY/KMs26g6ex42IXE1EhcjEyJTPOcaT3h3t4OznXkWuASLJoO5xMiKhjgzRtzVtsVF6sVB/OcaaYJEjY+4YkIOc4lEiBTZD0E5rOao2nJ3Rs7fO0zL3NjPuO94wuuTaesmx6XJH/7H3+Pzo8L3C4E/vovf56UYH9WUOQlrbfkeY7U4HXGsus5uVozRMefPDqls4GURjJ5ZjRFbsb5bIhIqdAI9iclm74hpfCns5kq10QRIYzYJpkkEsZQkQvkWtOEnt4NpDQu487rHKP1OOxB8fhqxdBHTKZHBYdSCMmoykhgpMGUGudhtNBCdAFCIgWJYZwlaSXICvMzP5t/rmY0s6pIX3ztLm0AnUmSDeSF5qv3bmGM4tHpgnsHMz65XPLGwQ5OCpKP9D7x3vkFH12s2C8KNoNj8HA4zfjKq7f5J299gguOXCvmVQ0i0QyBgzrj66/dwoXAyabjoC4Qajw4mxD48OSKzgauNg1lbjhZNmQiMfgAUfCrn3qZ4+UGqRTaCN55fEKel9zZn/H8fPRO3DnaI88k75+cc7UaONyZcN4HTEok7whCUOeaa6Wi85oYA0WWcTCbcnu35Dd/+ogUx++nc47r85qLpsX6gDY5kcCvfepl9uY1Hzy55GLb8Zl7R+xPC37nx0+46i1fvr3Hdx9e8i/+4n2MlByfnPO9pwu+dv8abz2+4sG1OdM6Z1JNGNzApCr5vfeesW0dNgzkIrB2EZ+gKOpR+RsiUoF3EWUMezsHCGMY0GQqErx/ATfUbPrRAPn1P/+v07UDf/Sdf0Aatuhqzv7eAW034IaGupC4tmO59UTvCXaD1j1tY8nzkm9955Bv/vktZTnDKMUQI/16g8k1eVETlUIL0Cmxahqy6PAJ9GyP5CNTFdj0HTKMhGAfAglJPZ3SdR0xSuYF6GLO5cXzcW6AQKYXvLkQ6V0P3hG9p6pKFtsOIyR5mSOF4HK9RarExBikTBQJVt7R9R0Tk1PKhBbjZbx2YYzE2gTCUVfl6DQRBusD81LRxYh3o+JYSI+SJUpEpmXBMAQumoasrphnJdMy43S5pdaKpHKCt+RIlEokGVBR0nvHtMixIaCMIdeGXBliCnQuUmiBJyCAvKpxFo4vL3jjpSMGqxiGHhUtxMTx1ZpM52wHz26tCNEhBSxjByrDdpZZPQESVliaRc9RlZPSqAUfbKTIFSlGsqLC9VumRcFq2+ESXJ+XfPPz9/nvf/v7GAUuJGKMvHRtxn6Wc+v6DudXa968cwMbAv/wTz7kL3/5VXz0CBTJe4ISNIPn995+zJfuHYEWZErR+xEL5fuAs47f++AZbvAkEbHOI5G8evuQ1+7u89Y7zzlpNi/00COlQyDwMTCrS64uN+zv1cSkyEQCI1hse5KLRCFIPhAZW7nFrKCQGUbApnMk5fH9OPAxWuHSWKUWeUYb7ehBipB8QibJdH+CbTusDYQYkbWmlIaTx+c/0xnNzxW9+T/5m//x37h5uEM3DAghUBI+fecGf/j+E37x/m2WTc+kLDm9XCHN6B2pCsNPnp3x5r3rHJ+uGULkwY1dXj864P61vRde+AwXRo93JDGERJkrPnX9kCLPOFmt6Lzn5qzk9z84ZneaU+ucw70ptdHc2Znyw0enPDjaYxgCg3dURc550/NsseHzt/a5dbDHx+dLllvLs8WassjYnZQcLzcs2gEJvHbrGsuhQ3iBEY6tT+zOZnxqf4LOCnItONu03NiZ8PbFJY+utkxyRXIDuVE0ricJwfWqIMWxmhAJXr2+SwyJ24c77NYVPzq+4o8enVBXii/dPeKPHj5n6zyPLtf84NEpGxtpnWU3ywhEXrm+j0/ww+Mlvu8oTMHjiwUv71dcrLcIqSmNRqlslK4jUTonSIN3I2QxxETvBm4eHBFlxU5dIss5O0e3MCJx86VX+ckPvs2TD36A8A5ZTHjwua8QEjSbBVJqenIms0PWmxVbm+g2ZwQ70rMzpfg7/+OAVjkQ8bYlE6MXfts1xDQKoURKZHlO1zS46Lj/xlewXYtJAy6MDg+dFSQhMfMDIlCkOCZ3qoIiyxn6HiXBqEQfFUYmVAhsBou3DikFVVbig2enVGwHz8RoppWh9wMxJpCG7RDookUAzgZcEOjScLbeUBQ5WkqmRYYLgZgEE6kBgc4UWgqcddiUEDEwNYbOB3RWgHfjkqmLVHsF3TbiY6RKEac9fRQ0jWOnlAxuwNuOdTegVCJTBogUxuDCGD5wyTOtizEyrcKLxN14wRY64Zyjp2K/BCMD0Sp6N7A/r3n1xj7Wt1g3gNEsXIewBbmQ7JYTtHNYB7cmFXawSKEQSMpMY4MnioiMiRQsmZRkCDb9gJJgY+Ldp2fkRhNT4itv3uXB9T0yP3LiREzc3N+hKDQyCTZtx92jPZ6tWn7r+x/w4PocqeR4QbnAu8/OefX6HmVeMM1zoo/89PiKVee4VmacNh0+RVISfOrlQ7704DbfeutjlkOPVBLb+xEFlSBlkGuDtQ6XIt4F+sFhXURKKMSY/pNSkGlJbyNZZpBBsVPkNP2AAVwb0EYQFfTWIjNN1waiFnRrS15m2NaSVxlZZXhw+5Cm7+mtoyoNwUaCSvTr/v+nN/+//cQ4Li35JPEp0trI+8en7EwLzpYrrs2q0ZWiFZ1zfO+Tp/zBO8e0vURFydZ5vvTyNRrr+eHTZxTGkJuMX3x5HwjYCDtVSSYl06KgcY7Feom3ASUkV13g6w/uMCkKhBT86ONTfvTxGavO8dL+nI8v12hlKE1OJhWLTYNSinldsu0d3id26xwlBZdby8V2VMjWmaDQGZerLV3jiSLgg2BW17RdS+McH50teP/kiq++cpPdF8t+wfasmo5JNW5MT3XOtnU8Xze8evOQnbpECfjkbI1Wmt4G1kPPum3p24HnFyt+5+1PICWMkMyMxCjJRdtCFHilEHnBW882FFnB2WLJJ6uG7zw8xQh4vhpf+TZKtlESgsdbD7ZnsKPO4Pq8ojaKnTwnV4rz7YajWuNjYHJwnaKqUeWMfn1FCBEhJWjDznzO8uKE5flTNssz+nbDjkk0Xc9yuUZpO8qrJmbcsPYShyAISRsFy9azbluiG0YApFDs3bxPVs9ZbtcUBKpygpnfRIme3g64EPFeMFgPJHLXUZgMZnvovETFwGa1wKix5SaQ7BaKDIdPgZAS86rAvOi5a6lwLlGbMZZ8te6Q3lMXGoQc03hDYHcyYVoYPJ5KSiZ1hY9pXGr0Y+uGlEiZZuscvbNjqmtaQO+ZViVD8kwmNWlw3JntE7RB5hK7DfRdT/ICC+RBI3OF1Ill65nnhtpk6EzQBs/p0BCQbAbPzmyPqijprcBHTQqRZWvZbi1lloFQdN4ileSVozk2unGhUHmqScYQBc9WK1ISRJlIISAzSSMtayJn6w0xBSZZot0M7JY1MmliGlXm87pEv0hN2Qjt4LDek7TEhohOkb/w+hFKK27OSl4+mIGQ3DqcceNoytFu+WKOIun9wMOLBiUkn3tpn7owNJ1l1Tj8ELhzbc6vfOYehTH45EbMjICBxNN1y3xekkIk2IDSko+OrzAIfu0XHzArC4bW8YX7N0lxjJcrD4Md6NpRm359d0JeKmSpUAicTEQBSifawXE4rymU5tq8pMoMO2VJiglkQoRRAijRKK2Z1jndemB3t35RLRuG3qNi5JOn50yKCcJInIPoPdH+7MVnP1dhAKMUWkm+ef8eP3r8FJUrLoeel8uadvBY1/LTh0/5hRuHPLlaU+WGX/vsK/y9P3yX337nI/65B7d5/3TJg9tHKClZ2Jb3Hp3zmdvX+Pz1PX58sWY7jOIkjeDZas1X7uxjrcOUhs4OXGwabu7s0g0tvbW8cjjl7rU5h/OST/WBHz49ZbMZ+Oab93i+2vLWo1N+80cfYYGbs4qV9RzNJ3zhzj6DS9zYmRKFYrnZ8q0Pn1Dm4/Z1ryQ6ee7sTGgHT4xj8uX5uuP124eIkwuUggoF5GhpEVJiXCAi6AcHEaoi42zd8NOTS5Q2ROsISmCkxDuP8w4EhAgfXfTIJJnPahKKRcxZp8BBrvin7z5lt85xSKSUbAfwWiPkyJ8qM81mEPhhjGpO6pwYJYMyeKHIjeZwVlMSODt7wmT3OnV1QNcs6bYrUlmxM5+z3W4QUjGZ7dP2PaHvmO/epJ7O6JfnBO/YnSj6dokQINH0bqAsDD5E3PaKsiqocs2y6Zgq2HaOvb19+qbl4uQJudGI/Tu88trnuHr2DlerDVprRBREPDEIEoFqdxfpBjYXJxA90VtKrViv1hRa0DuPEIGIIQjHwWTGRbfFCEkfR/yHFoK2TWg/EANEJV8I0hI7s5rgWharFYuhI4uGx5cLqjInS6C0YrVpkArKzLBuOowZ3SVKjIt8Ks9pnKPWiixKVCZ53Czx3iOVZF7tEJ2nEJHWW2xIyOTZKQ19SKydxaVELAy+gZf3d5BC8PTyggPvWLU9uzslyx5s5ygyQ15JpIzEF04bKeHR82coJFfbht1pRdcE5vPZOECXFpEkQmre2LvG47MlMVhm89G1sjMtObvcEmIixJ5Cj8DYxWaNizDYwG5mSAmuQsBaRy4EfRL87sMr3ry5y2xS8b/907f49N0j/CRnN6+AMWjz9uNLnl4t+de+fp+3Hj7haD7la2/ewrtI03YIpXA+IILgzsEMnSQnqxWlyTldbiGNfLO81HzjtXt8//1nvHq0x9oOmKTYNgN/4UuvsrxqkWIMAmz7YeTQ1XqM23eOushRJEJM2NZRZHL0MgmJtIHOOZYbSVFHbDeMZYIUZCojaUmSkEuNVYGyzuiHUevgQ6LIFLeuHXL67ILL4YqJlLQykkvDQPyZn80/V62z//K/+M/+xu1r+7w0q3j34gobRj3xqzfn/OjRGa8cHVJJzaLraGIiE/Ann5zwxuEOQ/SUecXxeslPnl6QgMOq4tWb+6y7gXdOFwDszQx2cEjAusTGR2yAVeuospwH1/eZlpLvfXjKsndsO8eNKuNbHx7z09NzOtvzxs1Dvv/wnM/fu8nTZUvvHAFBHyNN65jVBRerLdfnc5wP/MN3PubxYkuz7SnyDOs8Rgia3tLHwLof+Nzd6zg5Dgk/ObkkidEnY7Thxk7B6aqhs55ZWeBC4KppONyZ8PhyzeYFaytTEa1HbEWIAZDUhSGqUf2czabjFrwad16CG+i7BkVCKEmZF9RFSSYEnalAFmjhCFoxiJIq0wz9+LWWQmG9G42nQmFfqJ+vhjH66QJcPfuIxcUzcD1d11DXU24/+Dx/57/7z/nuj49JJCa717EusFx2+KQ4u7pke/mU3noymVBSEeJoMAwp8X83K/6Ws7Q+sVsoLjctQivUzh0Ku8ACRT3jlfuvEfMdbN+xPDtGisSsLJFG0w89whQM7RbbNSSZMZvO0EojTUkmLD6CjQIfBbmKdDaw7hqyFEFALmDV91g7toH80NF5i5aSujIENcXZgLQDq77j7o19+iEgEExkxiATm7UjyxXGSJyLpBjpWo+UkplSNIMjEjHa0A2BQMCLSPKO/IVqwlrLbqEZXI9rHTrTlDkUSnNYaM63LTEKSlMitGabGo4vlxxdO2KeK/q2J1MJowKZHrlpRTbFecdH5wsmZc4rN4+IPtFFhwgRYQwqMy/gnp6mH2PZrYtcn1bslJLeW/Jcsmw9WkgkCURAGo0SCqMUJ+sGJTV7Rc62d1gZ6XuHloYuBoiJQkpevXnI3qzk/v6c3/rhJ3zuztE4Z7WRf/zThxQxsV/lKCHYrysmdclbn5xxuFtjjOJwOmVW5BztTJEkWjsqLX746JR/5XOv4kXg7u6cP/fGXf7BH39I58Y9tg+PL/nyG3d479EZr906AhJ784pniy1Syj+ld/g4Vr99bwlh1EcMIYxzokxgu0DjIvu7Y7vVh8hyOz4KqlxhQySkRCYFm3ZAJkhE8kyzXQ/UlSEmaFctSUHr7BhQCuPcalIUbNbtz7R19nNV0WgpOJxVnLUNBknbO/7yF1+m6zylylhuNrz1bMGfeeUGzx4+54svXef6bODh6QrvI291z1EIrs8q6sKwW5e8f3zGorWECJ++vc/JouFgMuFs3YII7OUzvvDKbZ5erdgpclwMpKCwJDKVCCrwO+8/onWC+4c7NKFn2VqQidPLLW3bkemINAWZEpiporMj12haCP7RO0+5NS042fTMJhUhRmZlTjtYqkIRfWR3lnF7d8aPn3zMrWlJYz17Zcad/V1+5/1HNM+umBQlMUUG98JZLwwfPV8gk+TmtV1OV2tKo4gOZBZBjNZHlwSDTbx+e5dHpwtylSh0xSZYnNAgFeQFhcnIhCQlhYstpTHslznbZc/WCTIjuLk3o85LbIKuWdM5SVlWyKKiqudsYiCbZeRuYBg6EBIdHElmXL91j1e+8A36puHf/Zt/m8XZU7p2zcmj9+m6NfO8RJUV1ycDT1YwFYLOB6ztkWqcZ9Qa+P0MvgRF8vSDxWQFjkSWWi5lxu3XPs2duw94/sH32S4WyKsTDu9/ijt3X2dxfkxVzUePR6ZZbbcszp7Try9QMXH06qe5PD9l+WzBzGR4Er0dRpdKlZNrgwsekQSraDEmZ2LGUMdZ26LMaDy8uuw4ujMhXDWsQodQgst1YlIWdMPA2nucdezuFPTWsZPnWBNoBs9sNmGxbWhEGJcDc4lJiWqaEQbLrK64WLUUWrFsBwozqgCsC5hcI7xFpoKh61hvA0pJqhfzEBPHRdFpVXOjKGj6nkmtuFpZJpMahKIsJ8yrxKaTfPnBbU4bS+MT2yAYQo6scqTWDDbiN1uqUtG9EHLNKsWi2aKEIM81Z4uOg3nJthnosMyKCVJ6Ts83TKuCMjcIAlufKEvDVTMibByeCAwpkhCoBL/+B++TZ5JfefMOf/jRc+4fTLh9uMtf++Kr/P3vf8BffeV1mrZj5QJ9v+Drb7zEr//xu/zqZ18aL2ulOVtt6X1gb5pzfLnml1+9Recdd/bnbK3jvdMliMS0yLnYtBzMCzb9ll958y5HOyW/8SfvcbRTIJLAJ09eaGRICDkGPzRj4nDV9NR5xqYLmFxxOM/IheZ80+AT1JVmOs2oq4p23RHTwE5es+kHDOIFygqGEDg8nLHtuhHjLMEnQEhk0Mx3c5brbrzEf9Zn88/8X/j/+ON7i5hM0UqyV5VEn8iMYHeSs2gavnz3gI7E5+4dcbzYcNm1TKscEw3Xs0T0lpdu3CTFyMOrBT94csluWfDNT4+LYztG8tvvP2NWaOwAz9cNr/Q9R/Mpm67n45MLfnK85JXrc67WkR1jiJni4bLhk8sNtYEHRxOWtufjyzOKTPHy3h7vni8ZjKRQgmaIhGD50aMLbO9YKnDO85m7N5Aq8uhsQSSyahwH05JERm8Dv3z/NkrBByeX7E5rfnp8NrZMckPnI7mQRBWRZMQwDhqLF+Ijbz1JG1xyGKUptOKybVE6Y5oLzpZbbu1MWIXAonXkRjPPcpyATBoynaPSQJhdh8vnyJgI+ZyNuwQ5qgjeOV2zt3+TYD3+8pyEwMaItBbEmtFvuCXFSEAyyTKCjIQIr33uy5yfPiUOHQ/f/g5Ga2LfYaKlRaOKimvTOT9+eA5JjCphpccBv4q0riNRApI6VzQxkYIm4Zjt3+LgzqfJcsP/8F//BwD8+/+VYjME+sNjKj3HCEHfdWhtcOtLNtZyenFCDIEsyxikZHu1wG5X7FeGLiiazlHm47B+vW3RRo18qjhWm0Eklq2lziSdB+UTWemQMrFdbjgqMk7XHuckezsCOziEEkSXKHMDSVBIjXUOaTJ8cOPBlRKZycE6OuuYVKPnaIOibx11brjYthzMpsTBYrSmHSJlVWJCIDk7xqqVIUiD83G0qMZAaSqyMud4vUIFT9MFpvMZVVGwbjq0hOOrjmlZ8PDJOaqa4LIAeCSKLEUKobixW/LobEE3eEZTsUAEQxs8i7blcF6yt1PQDpYoE8utpwlbpEhMD6dUEQbvRqxSEjQ+4H1EKc0wuJENqAQn24aT7Ya7+1Pu7k85vVrzV774Mu8cXyEBERN/4Y17XGy3pAhXtmeuNQr40qvX+Ud/8jF/5RdexeSS/bribLPmO+8+4ZWjGZPK0FlPrhRRwVQo/tVf+gxCR/7ub789VjargcP5hP/ln77Nr7x+iz/65AKf4rjVbz2ZlLgQkEmQZKLrPXvzkpACs1qRywwhFSo4dmrDohuj2LNpxabtSNGSPHTCAYlSjyDWIXq8CwgzVoSdCwip8H7gxv4+i83/w957xdiW3Wd+v5V2PKnyrbo5dN9mJwaRzRbTSCJlJYzkmYFgw4CFeTBkPczY0IMfDMEBsD2ALPvBwAACxoZhC4Y1GkCGpZFE5UBJDBLJ7maH2+nmurfyyWfHFfywLwRioLFE0XwhvIBC1dnn7DobhVNr7fX/f9/3K5jNym6X677zrfrvqoWmcY7DWcXHb1zivdNjhonh1uGYS+sjahF48fJ5Hk2WWG+ZjFdc2OjRBs/homInl+go4e50waYteHSywAXFM7ubXBj1mRY1O+sZt47G/PhHnuHVew+5s1jgZ0u+8eCQnV6G94KzsuVjT22TRwmXNvt86fY+y8Lx/PlNThcLzqqaXhazmec8PJ1zfm3I48WKLDaspRFLa+kJx7LSHBQlAU9qNGXV8uqdxyS9CBECVR04v95nEGsuDHOOZkv21nr8xut3kC5wf7zgk9f3eO9kwumqoRd3uVYaiTLgtCSPNEvnsULx/OUdTicrer2M1bLCCc/mxhqrsivrtQicipDKMBIVzgeskCAFQRpakyJqkM7jnkhftdYIqTt+z+5FLvY2mRy+Q2YkR06xnkmGsqGxFqPBCQUooqjb5WBXuBDTS2Ne+ZPfQvmKuvbk/S3mqylxMmA4ukAv7mOk5/D4Aed2r/Lgzi1cAEuEFxGJiWibhl4U82N/f5PPyxM+Jx3BwIVrHyaPDPPJmCLp/dVnybWB+eN3GQyHLBZnnJVjqrqEtkAJSdlWxL4rXV6+/BzV7JTj8SnlakkRAsPYoilpa4EVnn7SRfVn2tA4R2O7+H0boGwVqZQM8xgPFMazk/eQvkaahKvnN8kUHBUl2mhK37CaV2yOMpwSpKqTG+8azdI6etqgbMAbyZrOkFgOF5agY/IoQgnHeprQSwytEFRNR33sRTEnixmOwFqcEARMyoZMKYLWxHQlOluuyLIYbx1lVSPVnLVYYqipym63NW5b8jwh0rBYVETKsyhmpFlEUxS8P7UIWqomsJbGrHRGphROeXRIOHMF3oEIILWg3x+QpIHJccHpckUagfeW+aJiba1PVdVPVKGOIIEnxsjgPSZSxFJitOSpq9sYo3j+4uYTXEeHUq8LyyBPWR/mBDoc+EYv5z/4xDP8wRv3efHqJn/yxgNKHxilMeeGOUVj2e73WOslFGXD2WLJ+/fHuDrwU599gV/+wpt87fYBP/jCDX7gg5f4nVfukMea4B1V5YkzRd12yJHMKBaNRSWdao4gkVLQiJpBrFhYWLUt+ICUEfPJijjSrGwgzw1g8GUnhxYG4iqgVWBZtp1YRNPBAWuo2hopPK33BDqLwXd6fFf5aPpZEj793E2unxvhAsQRjJKEedsikeyNhoyXK3q9HrcfHXM4mfHc3kbX8LSKr93Z53ufPs+D4ymrumFzfciFYc5XHhzxmRsXqL0nN5qmsWitOJ1POFtUHCxa/sFHbvJHt+5wZXvEctnw3NU9ilXJ771zl43IUCsILTyzM8KjePv4hA9e6DKQamfJkphzwx7jZYH1T0oZOmXVLBFBERuJFpK6dXhbcXV3m9tHU66cW+NwtuyagNYivMUGgUAQabDOUPmWjV7G/mTFINGs93MmZSf1tiEghKARkih4lqWnnwm8U2BrjNLMpSJWhjw2CKnRIeBEJxZY39zi8pXnmZ48wiqYzRYsJkdoHREnPYpiTjraZOfCU5w+vodfnSKt52xySjARSd5jkGbsrA84WHYNcYdHBIlJcnqDNdpqjohzmtWM7Y0NNi+/iF0dMymgbVYUk5LKLzg9npKahrODh/i2ROsYrQVGZQg8VmkGqeY3Pl/xfZ+2eA/re8/RSxT7sxW7l64xfXwLVS1w0jDo9VlPDMfzKSBQSEJsWI6nIAMfuHSFg8oSiiW2bSnLKTrOWa3maOcpgwfvWZYFGs+qaVnv5d1duH8ySQNN2+K8JTIa62BcWc71E0RoCDJlJ8uYVxVF09KLoHKWtrYsy4adPMZrxbKsup1J62hci3UOLwIIgdZ0BsIkZiAMPa0pmoa26ZzmJYFzgx7LumXalCijcU6Qmh5tO8PiuNAbgQCjI7T0zIqWprWMej2WxYosjZFKo4LDozBaUDjHorTEJsGowHJVsLOeczqv2eglnBQNSmdIBKuqINOKKMCj2QJhAjISyDqwKmtscORpSt1U4AMbuWFRN2ghCNLhG4GWEhkkQXQereA7T89aHHNtb5PWeu4fjtlZy3n/YMYPvHCBe4dTPnS1C7kVgDESo1Rn0kby9sMTXr6+y6PVkmlRURYtV0Y5jQ/oSPEHbzzkE8/sEpAMteH689f4nS++xlPbG6zqJfePV1zYHiBRtwCv0AAAIABJREFUvLd/yFv7E65s9bj1aEL9BAkQfBdgaowi+I64rkIX8x+8wDuIDCRSMQst64Mes8mK4MC6hiTpjOjz1QobHKA6H6HrUiYIHV4gjQ3WOrQyrIoalSvaVYsUksX0/8cE/K1HCPDvfPA8W8OEQS/i0dmKL76zjwkQC8Hvv3WXEGCyWFIWJUIqbh2PuXM2JzaC3bzTxpdYvFb0dcI7j89oGgehkzNa51G6y7o6v7FFz3QFn1/+y1scFzWv3TkBFajaloeLBcLDzFo+sLnFubWMoASR6FC3X7y9j1SKYZrwwy/cYBD10TJiXnUUvkVTcHF7HUUXTVC1LY1teeHiHpv9AUXj2D9ZsNFLaINhUTtc3KcIkpUXBBlzsiqwIeCFIDYKpzTTpma8cjyerKitp/YCHSR5nCFkQCrDynmCNCyd41wSkwiYV03n2N68jI9H7N14jnNPf5S333+TSVmwqC1NVaCkxAtJ2XYljLXhiGZ6gC2XnFsfUJAgTIxOOnRDGwSFV6goJcbj6xbXNkSRwYSWqqwJIeCdZVWUPHz7q9y/c5vx47dZjQ9YzPaZHdwlKQ4pTx7h2rqDeCmF0pJIedJEkQpLUVt++LMaqSVJpOhlmsRIdlPFRjWhX49RSPLBJmjN/tmY1msqZ0hiTYJHCDBas2gDqY4obScproOk8/xLdrbWmZYF1tYkWlBXFbEMWNvQtpamtcQqom0drXekSYwnsPQtV3bXybWhqS1RCE/ywyyRiTkqaoQXDPKUPNYU3mNDoLVdtt0g6xaS0SCjl8dPUn09BkGoJdN5S1HVCKARkKQR/SShrFsGUUQbPKkSjNIRedQFsSpgPUlItaFqa6AzBDY+0DhHrOMunt4FZmXXH6gay2xlubgx7PowjeXK5ojaClat5cF4jokTNhNJXc/JlWQYBRbW8rP//b+irSy5l7Q+sL6RoxXUqwLpLD2jkF7Sj2Ka2kLbITTSLKI3ikFL2tbhCRihqULXt7i9PyY1EbvrQzb6KX/x7hEnqwYtu4SIQMAoQ9U60khT25YPXFinso7X752S9xJun86Y1BYddRWCzzx/mYDqEARa8z/+0m9xdX1A0RQ4DztrCV+4dY+kdbz5cAwEHk2rjr6qOjChVBKtQMknHig6f1RVtggJOoKtXopRmqHU1KuGXBu0AaEkiIAKYJRGRp3SE/eESSMDKuqilpwL4AWR6hbUDmfQGUi/0+O7SnX2z/7Zf/tfLyqI04hhHDHKU/bHSx5NF5w2FY8mCyZlwc6gzzdOjuknKblI8MHTTzXTxtNXitOi4dlz62wMM+6dzVBRhBKeTBukFBih+PN3HrLRz9gYDllWJUYZ8ggmRcHRtOJgtuDyaMggNtSt5OF0zHi25GTR8tS5DfbnU16+tsvN8xu8/fiITEa8c3xKpjuzXRprLm9u0JOG01WJx2KbwPdcOc/e+jonsyXztuqkyl6wKEs0lq3IsKw6pVAcaSa1ZjBY59F4hRSCzWFGYx1Z1CEE0q1LrO9cxyMZ1w39/oizRcnWWoc2yGWgbB2Virh84yVefPlHOTx4xJax2PQck1mFmz6iqGqSNMHY5onEWWGyPlESU7SW4d5FNneusdTrtPUMW5cIrcizPlrAorbgPcZoojRmZ+s8NYKgJc5adtc3OJ5MgUBvsI5OerTLCePxMXG7JMMRjOb81h618GhnSbUi1RqCwwqF0JpUSYIIVHXdUSWzNRrXgMw4XSyYTY/xwM72eWbzM0a9fhdaGBvWs5iDszFCReT9Pm21IhMty2KFCoH1PGOBxLqW4/mc2DtAUFYNBNcp33zAPJlgnG/JjUYriXjSZzjXHzFdlSgPpWvp51s8Xlki7RFYekqRJzGlsxghKVpL2UJiYDxf4USHh/BOdOkKcQxIlBBsxzFCC1KtSZShqixrg4xEK6wDj2fVOHYGG3hvaZryiXBE0AZBpCRF65k3YCRspQnzsqWXpcyKisgINoc9JmWLzPt45xkXBaN+n9opZnVF01b0TEp/bQuamrqu6aUJUgWWq5aT2ZLX/vD/4sJaxrSq8R5S3QVnauUxgJcB5zxeBIyRaCWQSlE2DVXjSZKISAqWVUOkNMEH5ouGLNUMs4jX7p9gUs3pYkmsJO+dLLi602OyLBlPS2rfsKir7vbOdYpKreF40jBdLDhdLDm/Mez+f4xiVlaMopjFfMnDccHT50YsqprxquG1e0d86tolRBbxeDIj1RF4x2c/dJ1eKun3Eo4WXUM+0oa6tphY07qu3+Il1NayLC3VEx9Sax1l2xAQYCRt46mDxalAIjWt910cjfUYITsukFJUZY2KNZV3tCF03mnRVT/qovmOqs6+q0pnG4M8XL64TSQEa/0UHzQvX9/la/dP+ciVdf7wGw+YNCXbvT4I8FZwvJizs5YhVQc/2+jnHM7m4ATf/+I1vvLuY0rveGZ3jYGJ0CEgI00kBS4oGt8SguCt/SNu7Iz47Tf3SZUjNp0BVEtHpFLwgUsbG1zdzvnG7WOeu7TBg/GCZy6c43C2JNWaIBRYyxuPj3EiUFQN59cGnJYVtoatVLO7PuLVw1Muba3x9qNjdBclhrMNvSxjVVVIE3cGPq3o50NUcLSrkqAEcRzRNi0TG3PtmedorcJIx3J8iAgWFUW41YxGG2xToW1Db32Hzb0rLCZTfuNX/w9+5Ef/EUeLCTtb1xDGoxdnVEGyfW6Hqzc+gswy2srjg+P9N7+M8TXXnn+JuraM773ByWSMwuMJyP4msirp5SkhjlkbDKkby97Fq3ztlS/hraPXG3HxxrO8942v0ApNP0tpVjOE7BKDUyEY7Fyklw95fHKAXBxx5+EDYq2IlCaKNU5GKCFxQmCtBxzrG5c7CuZwwOLBm1hryXefIksUVbEkN4p5balbzyiJWJULhmlM4wSjRHNWNgx6GY+OjpFGc2VrjfdOZthiiXWWmxsprx9MMdrQVBU2eJz3ZFGMDC3WWc4WLVFsWE81WRRT24qydqwwxNmQURJj2xq3OCYSAaNirG8wcYoIinlVEOGQRnI2X3RJzK1jHhqkF6AhtV2PzRK4mI9ITKcorJqu/3ZurcfxbMWyqOn1hhTliksbA0LwTFY1pW9ZNC1Bws3zl5nOFkShoWxAGUldt5zrx5xVljTWaK25cm6Lbzw4YH2Qcjpd0Y8Vj8YL1vMePlvDOI8SNfsnY7SKKMsKYzxKJ6QhoHFUylEWNWna3cUbKZnRLT5DEYNyNC0EIRhkMRaB8Iq6LVkUK2KTkBoBVqC0IlYKLRyH85pRnnCuH/FwvMThaX3gxuaIC+t93juckscRn/zQHsIqzpYF945mbAwjjEp58+EJH94ZsrHZ43hZMUy7PDTtBV5opLQoFCflEkdguz/gy+885NkL211FRGkabzlbLEml5E/eesRGbjibV9TeA4JhFnM2L0F3C1DTWBKjsc5R1Rapu9KYFN2uRWpF6xxaC4pVS5rFaKlxoaFtPc4HpOp2NSqT+KbDCQQCSkumB7PvaOnsu2qhWetn4fzeJt/33GUyqdmfT6lrR1tLPvPsZeZty3xV8+rDY6ytsS7w7Lkhrz6ccG6Y4hDYOhC05endXd4/npHnKcdnU166vIkXmmXdsDNIaZ3nwXzBfNzw0lN7/OF79/jUxTVmq5b3xyucCCRacTzvYGkfvbjHn96+z+eeuc7pYklRWzZHPVRsSH2LFQmff/M2A6URT7jgL57f5o1Hx2zlfY6XS4qm6iiUrWTYj5ksVsRaYyLPzdGIW4cTvBIsa4dRmtYHRHCIEJhXLdvra6waycbmJnGWIJUkFQnj8QFNAFBcOp/zyhsP2doYPiEcRqB7ONdgQst0WiFdgYgSjNRoul5IL0sIwz2ef/7j2OB5/U9/rftHiDu8887Fa0zGJ/i6obU1sVYsViXXX/goBw/uEAQkScxoa49iMUcrycnJMb2sx0uf/YfMZ1Ne+eLn0SLg25pFUZHFCaONHS5eexGhBMfHJ4RQc3TnDU4PH5I8CTQVQWDSlCzJKduK1lp+57difvQH59TFnCQElrYl7m+wdeV54nyDtjxgVVUY21IFj8JgyyVGOPAtpZU07ZKm6WByoyzFetvFpASH9Y7KCby3uKIiyWOMUDS2YT01PJgtSYRG+obaBjARGnC2xUSGjd0rHcd+eoAsFgSliTUcThdYJPdv3+aDzz6H0p6ekAilGBcFy6Jhs5dTipamDeA8MtXkQmJ9w6LU7I6GtFjmsxXLtmFrfYirK2Ih2Rj2uoUkjrrSig4oocmTiMY7pB7i/ZJIBCarEhkkpeuAX5FWFJUlaCidI9IJrm1BGoSAKMoIUpEAv/h7X+Df+/jzhFZgXcPu9oAvfPmrbO1eJksiBtR4CQRB6wMez976GqV1FLWnrFaYSGOrhu21HgtRMztriRJFU7b40MHBggi8dGOHW/cnpLFiUTfkUUwviahbS9s6tvoprQ9MypIXdrcZDgzDPGWUa167e8r98Yz5qsUFWE8TBj1JWcPLV3cQRnU9NxEYny1xkYFYsBVFLFtHbjTBC6a2oR6vuLg9RMQR/+sfvooLjtZ2OwujFVkc4ZqWF66e4+v3jnC1J801ovJ4BVaCqyx5HLG0bRfAWpVEkcHLQFu3mCeiE4IgNgZbNwit8cETZHdTKgFE6FIKZLejmZ19Zxea7yrVWdm0WOuxEr5674ind4e8eTKlrivOViW+aXj94RG1tRSV5dNXd5FBkCnJ/ckCrRReOH7oqacQNtDvJxyvKoaJ4WhecX4jZytJiZUmVoIbaxrb8/zZ7X3+3tOX+aPX77A5iFhLNf3EsL8s+eilbb6+f8bbh8f83E98nP/tC2/x1M4aVevoRV1JoHAt8yowNF2A5GeuX0cheOXuPtc3hwzyjIPlFKMEO/0BM2upyrqTELuGdVIez5ZAQKiIfqIQwuNWLQKBeuLM1yIQRZ6zk1M+9eINomyNNx8eEITHGEG1apg8bnnhxgXG1ZLWN8haUy6XfO1Pf/2v/s4vfPRTpHhevnmOP3j1HXbXUw7nBVfPJ9x99bc5PpkghCLPM4KKGA4GRK6mqUtU6JRAKuojHVSrFRJHQGGkJtYxLso4t7HFlWc+RL52gRAsxeoMYzRN2+CRXDu/x9liweXdXfqpZjxbEQmwoSGg8ALaEDBS0ItjgjEQxQTbkpsAnBHqiqptydIIqRLWt/domoCVJzSzGeVyQnCQDTa4uL3G/qM5kYJYaWrnyKKY1tYkWQ9Fy7xucXWNV4LzeZ97Z4fkSpOMciariso3pFJwtqjItMHaioDCRZ61rEeNQpQz0ixBlA5pF1CX9LOMoDp+yKXNPkXj+J7nPkLPBB6VBcP+2hOIXBf7flrWRLHAO4sCUiWZlp3wwMluF5IJyUwEtjfXsVW303KRZFpUZHHEvA4YIxgZg8V3qd0mIuAYmIgHkwlGKlbW0foWo1Ok0OgYhPcsWkeEJdWGsu2Qw8IowFG2Nf/x97/E3iBHCMfprKUtLE/dvEEvVfjQ4iNBXXYS/GGeM16uOJzOsN4jAa01idGMeglHZY2OFcJ0CIc4URRlQ/eu8NX3jjtUOJ1Jsmk9Z6sC6QVJElFbRz9WaJ2zNoywAVZFzbyoiOOIWdFivQcZeP7KOtZ7IqmQsaJtu/Tn9x9PuHFhyHzWUDYOuRXz5t0DDuY1P/mxG+zlfYokZtY0ZK4BAkEIRBAgHVGiKKqGqra8fzxht59yFAqCC/TyiKL1eCxEEWhBsAIlHSpWNNZjpCAIEFqihcLVHiUhRBprXScyEAIpAt4HpJCk/YTIaIqi+o7Pzd/WQiOE+G+An6Cj0x8D/ziE8FgIIYD/CfhRoHhy/Ot/zfn/HfBTwFoIofdNx/8x8AvAoyeH/nkI4X/5m64nBBjEhtV4wffdPM+vvvIOn3v6GmjJMIv5zXfuIDDMVg0ueL5xcMrjecGoH/HsaIP9ZUFtW/YnU57f2yUvBYlvefHSJkJ0mVTOh85LESzOer6yf8hHzm2SaMknb17k0ekJj2Ytea/H5569yK98+TUGccTdsyVfuzPlo1cv0jaWK1uKr9095oUrOwSZsZMI7p5JPv30VSIZ+Ma9UyZtw9Mm4s/efUg/NxBirmyPcEGQJTF//s5dXri8w+sPj/ieC+fRWvK7bz3gqa2MveGQP7t9H5xECo/XogvOHGQ89ivefrxPbytGihYvc5rVMbZ2HJeOWkkUgqqyKMaMp5ZPfu/34kKgrApcY6lr+NLXTjBIxlNHahLuvvVVpEnZ2buKt5bR2i7bF2/grCPUUzZIqV3NehxTj4/Z2NpBJzGJiakCuBBY6+ecv3yD9+68z07eJ0xOiVLDclHia0uv10MGGFclsYmY2ZokW0M6w8l7ryBDS7GaEicJvcEGrqpBQZz2ESp0waIK/tN/+mHq9F1MBGdSsbe1y6quSWKBsg31bMql9ZwHbcK5nmH/4CFBSkoPkfHUrqKuG6x1uPkpSyXo6YRgFCJKGZc16711pICiKYi16prNCGzTEkhI4j5tW9OuGpbNGK81wXvaypPlijheY1AucM6DFMgoJVIpy1CQigYXJFdHa4wXNQ6YFCU7w01WqwXSO0axYbEsUI0iixRBJ6zOSup6wcGsJRukzManJEaRxwm28V0PZ6CwJqJtl5wVFiM7rPC8rFnrp6yswKMogNrBWhoDjklR0Is0i6pllCWULcgoRQSLdzXL5Qmp0djg8B5O24AUgjxSWNuwO+rTVJY2BJaLMSEIsixhUTT0UkPVWvIkobQOKcB7uLt0xCJjdjZFIjCRwbouXj8Ij5adv0gT0biaLIqpnEd6hxOe0jXcm1oiFbi+vUl40oudNS1FXXPr4eQJx8kzW3ZhuNI7Gt8JDaRqWYsT3O6I+2dzTuYlL13fpZqseHC24sc+eg0TKU4WU7741gFrecbNC0N++MPX+fW/eJsf+tjTvHL7gFEaU8Utx8uS8aKmjAR5mtA2lskTRHhqDHNbQzBkRlLVgdRoXASN7STKRdmglSCJYpZlTaw6fIIxkiBlF2eTCfwqYGKFLVsI33l587e7o/mFEMJ/ASCE+E+A/xL4GeBHgKeefH0c+MUn3//N8a+Bfw6899c89yshhH/yrVyMkoILmwNeuLLHF+88oqodo0FOURf88p+/zg8/f5HfeHufoBwmCBatpRcZdrMUlRnMMtAQ6KmI2argYFWwnkgSozmcLPnG2ZyXr+3w4GTCII2JjOKzT58nkYI7x6fk+YDZyvPRa+foJRmv3HmEiQyjYc4nnr7A67cfEJKMj17Z5q2TUz7z7EVa67j14IALWzt86gOXOFiUHE2WxJHkWtLnL/Yfc26Uk5uIu4cTIhPTiyWzVcPHrl/EB8fL1y6TRYrfff19fvKjT+GF5Iv3jsiSFKUUy2XF1t4uTd1S4PHxGr2dGxwfPiaKcogtdiFomxIdJ8zOTiAEqrohTmMiGsq6h/ItPaWoI01lO+BUCwxMxlnbIPCkCHqji4hmgUlz5mdnHD+8hVKetY09srzPxs55HtUWB9hyier1sbMpdrlA+IbNjQss5jPmqxUn77/D9PFtIjytNvhZxc2bH6BYzNm4cJ2rH/wcb3/p1zl+fBdjC5CSJO1RrQJuNcfEBjzUTcUg7RIChNKEuMcf/s4xn3jJMMhjmjJjUXra5SlZJNBJzKOVRYaCtydzepFhJSSKwKr0GC1pfcR2X3P7+BjRBoZrQypbI0Jg2M9ZlTVaa/Jsi3J8D1zHrpFxh1NIpcDbznypkGhtsEKwt71FuVwQaFAmQRiHFtBfW8dEIzY3as7OTlkWYypnqYzhud093n/8GGtrhj1DJhJWjSVPc7wPbCrNu9OS3kgx0DGP6hWbwVAqWLaeSHta6bG2pJ3HRMaiMESJoLEtOolQoWUtV6yKrk9i69B5ObwmlhGWihrFMNc0toNpKSyRbujHioXt0VqBEoFlM2dvfcRytaB1rkNrLEqK1nZxKibGRZaJbUm1oFRASMljRd20mCRi2O9jFw4oyRLJbqZZVYGJ92SZoWwCEQrvHQiHF5LKdTsaowRCKIxU3Y46wG7PYFTgT999zIUnpfQ0jbi6G/Pe4ZSB82gZOCzaTp7dFlRlwFUL1ocJT+9usbfZ0EtTXn005Sc//QypivDec+94wb//6Rf5pT9+hYM3p9QWhmmGbSzjRc3ZrETGEb4NbMSa9X7MnfGSzTRH+Aahuh3PWh4zXVSsZQlrG4aTZYWzFh88Qghc6xBeUpmmg7C5gBAKmUskCiEVTdn1eHztqaoamX/nxcff1juEEObf9DCHv8oy+Angl0I3vgyMhBC7f835Xw4hHHw71/DNQ0pBr2947f4Bz+9ssZbHpDpwa39GYiRfuHdMUzf0Yk2axGz2E2rvUAqGKGrX0I9jJkWN0ZJyVaFVB6TaGeXcvLDOuLYM85jSNdRtw8myZf94gULxzv5jqtCZwH7r1Xc4KRa0heWdRyc4JB+4dI6PnN9gdz3lIxfOYyJJrCWr2vPq/QM2+zmPT6YcTZY8s7vB0aIGF/jI5fPsjQZ84uZFGtuwqB11XZMpwd6gx/Yw5/2jMaM8ZtU45lXDlUEPLwLjaYEMnuXihMcHx8zLJVGc4Bf7JH4F1THtckKedtH3OE/ZtrStp5/rJ1t0SVm1FGXFKO3jg0UKSRQb+nFG4yyxUFzb3mL38g2qesl8dowtZxzcv4UtpziVM9zao6wcs5PHVPMx1fSItm7wTYuvq24yHe1StRW93oD7b36Zs4fvokQXNmkEbJy7AHGP3Zsf5Gg646u/+YscHh9RNxVWJWSDNfIkY9AfoIRACQFSIUWg9ZY4SfFxhq9XQI6Lc1w8IhYBOX9IOT1mVnrG4xNOTh9hyxVKadYHfbRUOGFIlcR5gRYebxviOCGVBtfW4Dtnvg0eGac0JmW0PsQFSOIITEbwXWhpZUUnb7aewlqEhzRKWVSW1AiytEcUGQKKdLCNTEaUTcOimCNcRWQ0cRyRpglKeFLh2B0koDQbwx4bWQbCU9qWlWvZ7BmU95zMF5hMs6xaVqVjLTVY74iQIDUyUkRGMqvqrlksNZNF3QVYtp5x3XJ+rU8cByKp6RnJqpoz7BkiE3FWtNQO2uApqxqDYVZajGjox4FYe9aThOlyzka/h4oUtTKoPMXKQBJHSCGxtSCSioUIhBATa8mybsmSqMNDBE2kAttZzlocY+KUYT/n5t45pBesPRHvdL7irvHdyXtFJ8cODtt2u6sbm2tkg4R5YRnFkq/fP+KNB2d88MKQXmywjeOzL1ylsp4LvbRj8LSCC8OEc6MUgqRpW9LY8GtfeZPNrR6VFUyqiqJteXZrg1sPDzmbVrx4fpube+tkmebdB2O8CGgtEW3Ly1e3iVLDUVnhnWBSNCAVvTxCq0BtPYM8xwbH6klJr9uQBLz13cISS2wT8N5hBUgVcE0HX3S1hxDwdAu6MJJQ/H81A//bx7fdo/mm8tcM+P4nh88DD7/pZftPjn0ri8o/EkJ8BngX+NkQwsO/6QQpJG8/mLKWxbx/+pBpYfmXf/kuje9KD956bm6vcTBbUdsa5bvAQaUypnWNENB6y3hRsCgHrPcMofG8f3LCVj8nBEEaGaQES+DxyRIZO6SVpEnESdnwyRsXOVss+Mj1XdbTnM+/9h4b/TX+5N19erFmfzrjhz94na006yBikyU3L26zP1tRNo7vffYa8/ESbRTz1vKxy+f50rsPefHSOb5y/zG2DdR1TRx18feN9d1iKQS2cfTiY545v8ed+Qk0js0s42g1J6klG32FRXH86BH5hS3mqxJhS3QUsWwboqQPWJJg8TZQtIo4BlcHZPBIrXg4HYPs7r6RnT/ChArXltw/Ugx8n3BwC+yC+VHXkPcIquYerx7dxkjFIyFQJmLz/FUWjWM4GpHaGhckenCexbLg1utfgaIg0tETcYRgtLPH5sYWd+++S/nqX7A56EG2Bgp2rzzHpRsf5Ozxe5z+5R+ztXuBo0NDlioGvQElirZYsb63xaUrNymC5D/7+Q+R5f83kV9RjY8Z5inR1nWK5Zjl7IRIKUxsiNI+x0XBB7aGvH82Y9YE8jhh1jh6qSEvSkwSs4xyeptX2Moy5rNDBggaBCcH+8Q6winDqL+G1wVRM6PyFcJERFrioowsMTRSMEqzzrWtDbZpyXKFSnJ8U+GLE4SOcKaL/DdCcWXnMlVbst6Pcc6Rq67M1BJYHw1wszlJktGTgaKBWnvWpWJWFAx7CUZHNHXDsmi4vjXgqGwYRCkvXDrH/umE2MjO2CslB8sCEaU0rqGXxEigaioGqaItK9IkYmMQdxyVqst1S5IElcfIyrFsCtIk4Wg+ZTTqc/v0lDRL+bH/6Of5pZ//Ga6t9TmeTXHWk5gu4DWTgqqt6eUDwhMAWNbbRAqBTBOmxYKBlowXFXkU8+DkjNEgJTOa0/mSrSjBWssgy5muStZ7EdYKDmZTXOu5vr3F0WzFaBqRZ5rtQc77J3PSRPLO/oKLmyk/9KGraBOzFimKpkW5BhU8rXOdryruaKq1sxStJ08Nf35rn08/e4HXj094emON33/9Pud3ejglubm1zt72AJAcfultpOxEDyWBedGwrGsinRBCF8E0nhdU1jNSghAsxgu2tkcsHh3jJXjnaZxDKInyAmLVObqeUF8Jkra0SNF5ipQQtL5GBkk0MnDyLczMf4fxNy40QojfB879NU/9XAjh10IIPwf8nBDiPwf+CfBfAeKvef23Im/718AvhxBqIcTPAP878AP/luv7aeCnAXpJ1H34pKGuV0il6EWG46okEhLZOqq2xZiIQRwxqQskhmtba7xxuM963mO8qHnh+jZvHi0ZZHDl3DpBKJyHZbOibiyDXsTbh2MuD3rcO1uyO4r5+v1DIqX50t19rm+MuLV/xO5wRJxrXrqyi8QyGmTYNnD1XMQv/Por7G4O8Y3ft5qWAAAgAElEQVTj0uYaH7t2nq/fOybRmrVezMPTMb0k5r3DUyTwe+/eAQfKe3wQlN6zXBT0jcEFT2Mt2/2UxETUbcMnnr7E775xm7NJwWY/Yl62tEGQItGRJh+ucXp6TO1qdFMhohjtK3C2IyUaQ4LHVg02dA5zFTS9NKFyIKOIpq7xwRFcIE4MmWk5fvw+W/0MJ2LQikaAEBGJkbR1oAb6+YCXvu/fZVXVPHz/G/i64tkPfx/OCyarFhEpFscP0f11tNK4tsJEhu3BgOOzIzIleOb551mgOXz4ACkkz/zgD/DaH/8qJ8s5Vz/wEtVyivd3aVyf2aIgMgFXVZyeOHKtmS5mYB1/dHaXj7uW/nCDrLfD4aP3aOqa2HTUyEbGDNIIoQRxHHNtlPHWyQqpDT2tGBeOzSvPEiU9tMmw5ZzFwbvUViC15NqNZ3nnza8R530Gu1c5OznENXOs88waz0BLlE4pVQQ65vzFG+zs7vLua19BJinnz1/FlgWTkwekSY5WCm0SjIbjckbjHWZ2zKoqmdc1kUqJ5RM8sdY0VQta07aWRWM7vG9oMG0gN4ayaWikJJMKlQYqB+cGPU4mK6ra0QjPVp7jQouRgVZoYt2xZFzQGBHYTBP6ieHRdPlX6PJICeLcsCwbIh1Ipea4LVEoiqakF0fIssbXlrOy4lf+h3/KaJhwVJTESnZNb9FBx9rgibwlOMtGL6NsPCFS1JVjTbXkWcSkqFg5wXJRkaWKuu5MtI31SCxGSVosSaZ456ggTyOcC3gkeaZ4NLWsyoa6aVkVlkVl0TIi3tG0WwnSarQKFHWDFvDWeMHNcxvUdcOqdfSUZjlb8OU7R5TW8atfeIsf+t6n+Jd//hbOWl7TR1zeGXJ/f8KqsPzZW49ofZcwglRUrWOQGV6/d4yQEo/EPiGOLutO1CO0INKKSVHjvGd6cEzhazQSpyRSS0wW4V0gMhFBBNqqBeuRRhKEwHkQQhJc6DhACspp/S1MzX+38TcuNCGEz/0tf9f/Cfwm3UKzD1z8pucuAI//thcVQjj7pof/M/Dz/y+v/RfAvwDY3RiGv/fsVaoW7p6O8a6laBQDZTBa4YKlqD0fv7JNpA1vHhxRNIFlU7Me5RwWBUVdMq8dwXvm8wY7asiznMfTBfNVydM76zRC88LeNkdnS8q6YrIAoyTPbK3RzxWvH5wxLS1BLfns01c5ODtjd3MLbz2bw4zjmeczz15hLYtBxdx6uM+0qLi82ecr7zxmtoo5mXfx9W3Z8umnLvL5N+4QabhxboNX759iJAgCW8OEVd12REOpuLo54vOvvseHr56H1nJuI+P8+gZvHZ3SjxWP5y2Xd1L2b7+J945YK1qnMCLQVg2N90TaUK1qahoiYwDFy5fX+fpxQeUCQmls25CmKeWqI//VNrAqp6xlGYvFinwtQyDxIdDaFQy2ufnsy3gUi+kRJ+NTXLlktLZHawNvvPIllif3aVzX6M3SHF3OqIKgn/fwCCaNpapq/v5P/jTj42Pe+Pwvo4Ef+Q9/FmcdIjFEK8mD268TbI2JMupyzqp1XQinCGRGMTx/lbSpePOVL8Jfaoafilg6C9NDBr0+drBDIJAONzBYvK1wdcVrd88o6hLdG+FVzKjnsa2lOrpD5QVN03STpNIoBI0XFE1J2VSMzl1FqohmeUZkIkzW48JgxGK5xPS2MHbRoaHrgrO775OO9uhvbFE3BZPpCV4kFNah4wySEb5YYG3b+bRQVMqT5SMurK9zfPSY+4sVwZuO1ulbqjZwaaOPFTWqVVTBEsea1coRfEMUaYKH01CiihIpDatWICSMK0ekIVKSRMHZasayauj1MmZlw9SmnDWBPOkhaFG2YbJseOrckATJw3lJ2l+jDQbrAk3jKFcNmRHESQqui0xZTgtiAY0QZJFmuupyAYMFrVJcCDxc1KyN1lHNip7oSnRZYhAr6EeaWjU0jWAtjzgslgyzBCEcrRXMiy5DbJgoEhPojdbZPxrzynuHvPTULsNY82uv3iNJDduDhHlRs5ElyKmnSCy3TmZ8YGOdv3znITqK2cmX/M5b+zy9OaA/SCkry2Re0oYGieG3v/wuz+yuMSkqzlYN9x+NkZFgXFfEWiCcRiKobIMQsCgb1nops2VN+uRGx1mQRqGCwAc4WhYd7EwIfPDIWOIqSZ7GWCMJoUUYga8sznuE6UQTtm2JegYaj7OB4ANCBAgCo9Tfdmr+O49vq0cjhHjqmx7+OPD2k59/Hfgp0Y2Xgdm30ov5N/o5Pw7c+tucp6Rkb5hy6/CASIGKNNOixEjJomrwTnR3ENrggd3ekE8+c4nFasU3/h/23izW0vQ6z3u+6Z/2fMY6NVdXN7ua3Wo1h6ZEURRJyVFAyZTjIQFiyECMINCFASPIhQHlwggQIDBym7vAQK5ixb6wEWuAo0gkRVEkRTbJHtjs7uquOjWeec/7n78hF3/ZyUUMyAgYCIR+oICDU3Vw9kZhr+9ba73v8z6ZstpUXN0ec//pglmeE0SgbLpMexEUV3eGzIuSR6czhBAcjCOkDlza7vP83i6Pp2u+de8MWwVubo1JfGeQsjScXZyz2OSsyxVvfvSYK6M+Lii2MsOnb1+mKFsenS15/sYW17aGBK1oW8vlSZ+v3n3I6zd2uDTIePe4C+GSCNrW83Sx5vr+hMmgxyyv+ep7D/nY/g6RkQzSlHXV8HC2IK8sxyuH8jWbxYo2eJQy1K1HBEvbWD7++b/Niy/9LNv71zBxRGslAUk/iUmUJgiB0REJHomgsY4kjsgbT6KhCRZlDAe7E3xwCG8pmpKkN+b526/TtpZ8vaEp1myKmuUmZ1WsKELB7OSQsmmRCBACLw0hShlu7ZJuX+o8BrZldzzh+OQR3/nT30WEwP7ePssnd/nw7W+wmZ3TyxImgz7Irq2Oox5BgHeWYFuaomR29pT33vxzVhengKIVip39ayS7t8l2b5GOd9H9jDiJMcNdVo2ksJ510R0GY2UQTUFZdvERtRM0zpHFEWhDZAxKdgSCxXJFZCKa4FmvFyjTZYMkpuPGmf4EbTReSKTSHTDVV/RGQ7xvOXr/+1SLKbQbivWCgysfoxeloBTDQZ9aJGxcIFOKYZrSuEDlHLvbl8nSmL2tBBNHZIkmdzWLwlLUDXGksE1gGBt6iaHyAYSkLits2+J9C7Kl9YGmqruiJgQny5KejrjUSxhrSWIUiRHUtqCoG7Z6GdN1hQqSaV7x7vEMmY7wwpIoRV3mUDbEUUbVtKw3Ff04pspXRFJinik7rQ+Mk5jGOtLIEEInLtDSQLlGhkDjPWe5YFYEdKKQWqJ1Qi/WlM5yeTxi0kuJTcLWcMBer8/eIEGpQEnDYlOyv93HS4FvLd/86JgXd/skkWRZ1rxya5fZukADb3z0lHpdk0SKz71ykySLiJD8zNUddoYDvvP+EwygI8koTZEGnt+fcHi+ZJp3XLimdUSp4fqojwTKqqa2DiUF3gd0JFmuO0l1P5KoyCA1SA/WO4Jz9BLTfUaCxztPKCVxr4uqjhJF6x3OByIjOxkz4Fx3WPnco4XBu0AIgeC63yvdX/6YgH8ihHiRTt78kE5xBvAHdNLmj+jkzX//3/6AEOLNEMJrz77+H4G/C2RCiCfAPw0h/HfAPxRC/AZggRnwX/yFXk0IuKDpG0XVBm5dGnN7f8Jbh2ccjHtMlwVbgx4KwZ+89wQfHAfrgsyA0B3pdJREXL+yw+H5jC++fJsPHp/DxYpRpmkRPF7MeOXKLiaOsI1koCMyE5NvVkzXOQc7PY6XG+pVy8vX9jhfr4lMxo3tAQRDqjSnRUV4fI5D0bQNrm348fGaOFEs6oZN3pAmgvWm4cmsJlKaN59c8HO3r/AkPyPPa7YHPYQQXNsdcG004vF5znY/Q4nAw9mC403Joqooi5JeX+GsJUhH67tscRUCaAfWY3oxTd3wwXd/n+As0nRL3WRvQL6ake1f5WQ4Ibr4EN9UtGkGXgHdAt5Xa+YbS393n1llWW5KhPO0Scyl268QA6Ga01qFnT/haLnGqXsoHVPmK9zqFGchiTTCxESDIZ//lb/D7PyIbHKFJ3e/T7QzZuf6dbZ3LvGjP/86Qkb0RjvMNmu+8Sf/BiEUr3z8Z3j08B5NvoHW8rOv/xLvvfsDdKWJ44zW1lTOc3b8mHx+hhSKf/zf/yZfu/rn/FrlMP0ujTOKIybZFnlRcvbBD4m0QhFIkwzpPct8wyt3XuHw8H3qqqGfpSAk1ku0kuAaYh147c5n8RLOxldZLc9pijPiNMM7T4uiNxyShUAolywIyGzEeLSFVzEP7r1NpgPKJJ25tnUkScbm7B4izujFMbbJGDrJxreMU40LhsVmxY0XfoblasEl5ShtzfY4Y7lu0VFKLWrWoqCpLCYC6SVCBfoo0kgRKUMAhlmM846lA5lNiGJDoxRbxhNpyDdrjBCkkWDeODQBpQLnqxwHOCW4P7PcunmLpqnJ8xKCZTDwyNpQ+ZJgArFS0G6IpeziKkQn1BEErKBTTEmDEA2J1CQ7uyzWFe9878/42U9+gjiCSFtmVcIo1jR1Qdu0pJFhti6Z9GKEFCzKDYmRrDaeOrTcyPpcVIGHpy3jXsqHi5rKw6pxPD8ZcTysiUzEMJH8+GLK525fwxiJMhE//OiYk4sZbVnx0qUdvBS0OL7z4RPaxrEhIKXi8GyGiQzC+k45GqfcP73gWDtwDmUUwnU4GK10t1xQncqveeY9GsQaKQRla6mFp2wsQQgqH1BGMe5lrKsSIS22tFhnUcZTSXAqoL0k6XXEdyWg8Q2xlCgtiJHkle1Osp/w8//poAkh/O1/z/cD8A/+PX/32v/j638E/KP/l3/z28Bv/4e+HiUFy6rhE7dvcWs0JK8t2sIXPnaTb73/iC/eucnTZUHhLF/+5G02Dh48fMTWZIubQTFbV7TC8975DFE1HJ3NubE3wnvbdRBNy53L+ygpqOuaxnluXdoF4Xh0tuRjl8fcz0ucUigd8fbTKXe2Rmz3e7QWPjg65mAy5pfv3EQpydPzOUoFlIgReon3cH17xFdPjriW9ZmMMmbLdZcEWcCfP5kTSYnVmmVRsTvIuL017GSxwVE2jmEa8cnre/z543PaxmHSmLwsEFKjTMzP377Cm48es3/9ZYKrWZ4/IpsccPT4Q+K0h1ExF+cn6GCxTUl/MORaP+F407BzcJOmalivFiQmIKMRTW2pBPTTlLgNxEYRopSot8X1y89xMT8nyTRnixm+rKiqkkQ4FmdPWa3W2HxOnCRsbW2Tphm3XvkMtfVMZ3NCgNX5PY4P3+HKwXWO71ecHX6ItS1Xrt7CC4XAMT07QgpPIwLeNRQu4IUhzsZU0zOM0lTlgsYptvb3ePX1L3E0nUNVkDcKfmdB/esZxXTO9mTMal3y5MG3uyC6OCVOM6y1GOHxWtJTEafLOc5ZYg2hbomMxJiYEBxOS7wHehmzvOTk6ftoX2FMgkwGSCEIQjDZ2uLs+BFBSK6/+Bo3rt3irTffIAot6bPZfX+sCRiuXL7ErCjw7ZokSqibOVGvjxCKqiqYe4UMsDXeJngLruHppmanF7ORCUt9QV9ZgpGMvGKhPNLD2lliNM57ZnlNpASJjpk2ihvbW2wZzdNFhfQNg+EI6VrWuSRKh6T9GF01nJwcd7uDjSXuGa7uXaFuK1AtTdOQSLhYF/QHCZEacrY8x/qa3FoGcY/aOrTSeGE7eKqkUwxKQRJFtN4RRzHZ9oRytiQEx43n73Bte0wjSlwrMG7NctaCBBdrGhReSJ7MGrLYULZQZYHBlT53v37/39WMT332CyymT7nYrBGi24N4YDktEFsTmlhzfLZhs11yKRmw2eS8enObXqr55juHHOwMePfRFI3iCy9e4asfPaHKa8a9mCuTHv1+zGiQ8b27T1muFtjWAoYsjbFViw0tqYlwQWFtS6QlrQ1EsaKqLEXTIqSkaW1nVI0NVe3oRzEudGTwum1JtEFGAvWMOm3rgIkinLNEQlCv607q7wLWeawX3W4Xj/r/ga38U0UGAMHeQDOfrxnGkt6zhaLRlhevTehlKUePjvjU5DJRnKDqkpv7+3z73gMub4/ZtAWTKONmZLhz5yapUhxdbLh8qc/JxZpxr8udD1JCU7M/HHK8KbANfPG1a/yrHxzy8zf3eO9kyos7E8qmRilJUCCV4tKkz+k653yx4bXbe/SylMK2PJ3N+bnnrvLDB8e8czzn5t4WT2ZzgmsZJhGDOOPqWLCoLFXTEitF4T2LyvL1D464trVmHCek/UAWJWRJwt/8xB3+5Q/ewwXHL71ym9FwyN7eHn/wxgeMtnc5fvgjGmsZjfawTYs2GW1VsyxmjMbbCOEIGLb3LnH1YJ9iXuB1gpRTIrPFpihwBJpQo0xK4x1xCBSNZxIJ+qNtnPeslytW5zUqlgTrWB4fIiQoHaGVIo4iIiOwzrEJikgNmF3ch6Ap5/dZLdf4eMSirtBC07iKNOpxeO9dRPDESpFoTe0Fs9mU0jp2Dq5TFmvef/u7eB1hvcekQ3pxzPMv/xxl42lqh1/nFOWav/9bH2c++wE720Oe3H0Dg0PpCGkiUJrxzh5Hx8f0ogzvatLtS92oI8mwVUkcxQSt8ELgfUsvThhcusWmgEwYMi2QekzjPNGzjlGlGasi59L153npzmtsNgWPz05xxZpCKXYvXWVrcsDJ+RMWled8eo7uDRkMtzmfntFXmp3JPhcnR9jZFJPG7O5d5sb+Hss6gBqBHpImhunZlJ5KsdWGXqJ5vO68NoX1BGdBauJYU0uIY8mmdNzupxRFyWA0oKpLehiKTUkjArHRNMWcxyvN5b0+adpDGcWWhPPlmpINIRiu7O5zNFuytAVXLo14cDrnYNRHa4WyMdlkTFu3bGWSvPLEWjPoZSyrCoskRtIbX6LXM5yfzXGtJpIBLSX9VOLzNXlR4LWnbi29OKM3SmgbwSavCe7ZvtE5qqqhP+rz9N7/vf598ZWP09ZlR7dWitZbThYlZ8uKEDw/eO8JL16d8NrBBGkMQkmOLgp2tjK+f+8pWkoeTNfcvrxNenLOd+49IYsiTKR5/tKYcZqRpIYfHZ5gncNqx5VsyJPFmrru6MkgCULiQ40Wmn6SMNvk4AAROqKCC2QmRphAWTZkSYS1noBHCdHVOR8IwaO8QOuA14I4NbSlJwSHTmN81QAdsblpPP6ZWGpTtz/xyvxTFRPgCWyKlmvXd3FSII3B9DOmy4JhL2F3lHLrYActDNI7vv/eE2ZFSZTFbNYledNydWebtfU4a1nXLRtfY2vH7jjDRAl7oz6x0RxvCh7Nl3zrwwcYLfj9Nx+ihWTU7/O529d593TKtGg5vFgSJwalIvZHI1442MKLwO/94COKuuTsYsV2v8f37h/x2dtXuXOwxdFyjg+ORMMqL/nM8/tcHw9xCExiCAIi2QVWicTw4cUaZRTzyvOZ2/s8ma34377zDloIrg77fPfeE3zT8LXv/YiLxZyyKDFRSmpiFvNjFtMjaEqapiVNewgpSHpjdvYvAZ44ivj0jWsYpUgHE6q6RamYxlnwkiyKiI3uiLDeU67mKGNYljN2ewNUpGjXZ5SrEzCaNM2YjIdkSdwtRZFk25e5/cLLLJxFJgOWZc3iYolWKVG7oSg2iLYmCobd3X28MIBGJgNKYfBKQ9MSRQMuX7uNMjGbtuSTX/wNvvg3/ite/9W/xyu/8BsIFG3TINoKGyqWdcWyXvED5airglQL0iwjSEkN1NYR6pos7SjfkRC0xZKe6boAKxUyTtjZ3UObCBMlDLZ3eeHFT+BtTl3lOOcITU0Sa4SOSLMU11S0tuWVn3mdeLDDKt9w+uguKhIkcczO9j5JOsCkA6QvO15VveDo7ASEoga0NijRkEQRwXc5KrnMSKKY0SQmNDnT6Qlj1XIwipECWifRUiBQpErQzzJcCMyqCh8CRQu9SUIZLEpJmiInUaEDa9Zr8sUFp2dHTFdrys2S9XJO09S0te0ApNZzWhaUvqIt1timIF/nrCtPqhRtUChgPEiIhaAXG6ZFA6q7XU/LgrwFHwIWSJRivW4Y9mK8DcyrlnVR049jTjcFt67sUhUNedUy7kWcX6yY2RUyWARdcpptLZmJmJ1sCLZbfO8cXKZYrWhti3tGRdY+oKRCSUFrPZbAWw/P+e79U6xr+eb7TxiPYv7NW4cIL5CxIhZgCHw0y3nhyg7TdU5ZVLz58IRv3n3I198+5OHZEh8UbeVZlt2iX2uB9RaBRPkAHuKkk5yHEGh9d6BqqejFhtq2uKaT+TdNQ+s8wQciqXDe45UkWIgig/WQ9CLiILDeYyuHsK7b6/hAEBBHCqUE67JmmCQ/8dr8U9XRhAAoxd0H55RFg7U10tQ0Tcut6weUTc3nXrzBo7MV06qh14/YlBvWRcPLt66yCZ73j8740vNXadsGi+L69pA3Dh+RFy2fvvMcVeP5/sPH3Nge8Wg6RynJ3ZNznG073Lr3ND4g8Lx6dZ87z414cl5ibUPQBtdanru8TREch+cLPv38VearnF9+5Tn+z3fv45Rmr5fQiw2394YYrbFOMhok+BOoyxpjJEIqMi3JNwU7acJnn9unlYGH8xxtJHuDmN947XmmZcN5WYLw3Du/6JzxZY23Aa8TbmxvcTSd82uf/yKHpeD08UeM9y4TkFwdZhyMBiy9JEfSG04I3iGFRgCPHn7UgQ+1QqkIISDZHnL95svISGCbmB+//w2M8ngXSAdjsmHCeLxNbzimrNfs7F+jztcUdcTJ08fsTs4JNSw3OW0+Z7mZcvXlzxDyOTde/hxNVfD0g+/Sljl3PvUlfFsQJFy6+jJtaHjj//jnfPer/ztCSq5evsxoeIX5ZkXTlmxWFfPpI+IoJTQVzXoF1Yq2bfmVfp/67AFxr9chR6TEGNN1K9516H1b0zjHtUtXKfIcIxTGCNqq5OlZSxwlJHGGRHJ6dJdMVjw6f0rTlGTDEZvljDjRbJoIkfbJ4pgPP3iTtnVcXMzYbBakWvOFX/1bXKxntI0mLObYuka2Ja3tJOpSdeiWyfYlTh/fJRsO6Q9HPP/qF5jNjxHlkuLsISZYvG+oZIQa7BGtG5pyg9SaWEkqr9geZVzMNkgvaL1nZDS2EdShYdHU7PQUMYFYBXo6wfa6G3vTeJrQLZsllrxu2e0lDJIIh0clfQoS4rjlZqY5ny+JIo2znVpxWTVIKSAEemlMUbfduEwpRsMI6SVVCCTKUa7n1ATqGvqZJAqCRZ5zdZLx0dExiYk42Eo4ma+wTtBrDaWtUTqiFwVs49AyMBwYnPK8+PJtYuUQQiGsp2pqjDE4FINY4bs7DFoIjDZ84aWr/P5376FizUfnC5rG8nM393nz3gXvPZlxMqzIZMwPH54TKYkIqussjKYsa7wAvEcoSdV6nBCEskUKhRe+i1n2glo4pJIoJFKBax3eWaxtQUik6kyXPggsHi0klWsRQRBcR322rUNrhS8bSi9IZYT1DSE4lJa41oODgCCKdRdQF37yHc1PFb35xv5W+Md/71dpbWC1ypnnDU1Z0HjL9u4Ou+MBoXWEIDk8PsJ5zf4oY1E1zFcrlIx56+EJd67t8vzlHTZVTVM3vP3glGFs2J4M2RtnWKe42KzYGvR54+5DvBREKH7hzg3eefCU6zvjrlBFhsPTGaerkp+7tkPpW4Zp2sH9nCPVXSrmKNHM6g7u+UfvP6SvOs37y3tDPnZ9n+m64l+99YCi6ogFSnQmLh+6vPJhEvOJ61cZpRIdx5wtcoTQvPXwMa9e22c46PGv3/oI37aAZ5jGvHZ1n/cv1nzu9hWsh++f1yAUcZIQpSkv7GzTAElviFCK63u7fPujR6zzNeV6gwuK6dlTYqNJkwyhNCqK2bl0jYObd1hdHCMVHN79MVWZMxkO8EBbrBDeM7l+BxXg/Owpql5TWocLLVkyxrmaomnI4hhtMi5dvoIyKavzY8r1BcrEXH7uJcYHHyNfnTPc2kI4+OHX/iVJYqicYKef8qX/9L9mevwA6Rrev/chIVgWiwInDE1+jnQlrbOcnzxkYCR/GFp+xQvSOOkWsl5gtCTpb7G/u8/04oyyrrhy7RbL6SnD/RsIHKf3foyjAzQKoelv7/PqZ36N43s/YLFcsjy7j3UBgSWOI2qniGJDJOGzv/p3ePLgI55++A5V3ZIOetx+4WfxVc08r3FKsTk7pLKOVV7w3PWbzM6fooyhKgps3Rlue1mfQRqxqS31xUOK2lMnGbFKiHHESnH/6BGhKIlM4GyxIo4TYgl50zBOYxAC13ikllR1zTIviKVCRd0YUSuFjDSEgJGBxgUckn42II5jChsIUpNGnS7R1PNuD1g3GO9wbWCeb0iNBNWNjOq2A0K2TUsca4xSNNYSAmwNBixCzFAarC+xTYn0DU3b4lHsjAZ8eHrOOEpII3g0LYlThfc1G+vJVMbDw3vsXbpK3POoECjzLrgNAZcHA87yAqW6xfjadZ6T2jqyLO7wNK1j5bssHILoFF9KIHzABUHrGoyKUM/C56SROGfBB3Z6GZu6izeo6CTdUnSLeKkUVdWgtcRIjZOdYlNaaHAM04TZpsSFQKoUWqsuwLANBOFxIhADXnQdYuue0QVENz5v6pJ103b/Z0LQETY9rQv0k2eydwGt9zSNZXmx/it681/08T4wGSfce7QEL+nFgk0e8EExjhOqvOyQ7AGu7Iw5nubcPz7n0u6YLE54eDbnS3cO2N3eIm/LzuEcbxHHCVIEHp2t+MMf3OfLr7/A3nBAogxl6xjHCa/c2iOvSq7uTZiuc165PsbZiNv7Ew6Gfd49uuDqTp+irtEK7p6seO3GAdvDPn/09j1WdeArn36erTThZFWw0zd888Epf3Z4wd/6hZeIE4l3kizVVI0n0OJaOgii0dw/vyBWhoOdCUHANz64j4o0Pz6ecnrvKfOgRYYAACAASURBVLFSNAo+dfWAS9sDqrLltYMO0FlWBRfTMyaTMdKkOFtzd7piS8dcFEtevbbL+TrnhYMrfOvHH3SUhSony/pERpL2tzFKU5c5g9E2xkO1OuXehz8mAooqpy2m9HtDtrZ3cRgiIQjaUOcLssEIWSyJg6GuluAdRkKzLjD9lqOHOUopyvUcozW9NEOnE2yxxlYlhz/+LvnFKa0PGOsYDId85e/+A/6Tv3aH/+F/fkJdFXz41rdAeGITEWmoioLKB5yDrUjRIsB3prfK/tu9RYrwLf1Y4aVCxYpRb0KTLzBKE8U9QrPC+i73PTIxDfDSCx8n8hX9yS5n52dI54iMwgeNQHVLZ6nojYa8/Wd/SGsdOkqhdVy68hzbl27hojFjK5ifHzI7ecTezi5xVrLJ1zTAOE64/eov8u4Pv8HOcMRsdobEE+PIZYIbDOgJQRJ7GhdxsalI0VRKU5Q5mdFUjWU0ipEY+lHMrKpJe32UbVi7nEk/o6gbau/YygxVIzplVBA0DhKjucgbdrcSqrJkb7zFxkvyyjFMBavNqsPnGIVQMVY0jGVG21qQisaDNhAhaGWXcNm2LSrSlI1jusnpT1JUqDsqt4RV2aLwjLOUo8WSCZrtcZ/pfIFJIkJTgxbEWURbtXzlN/8haU+QaMV8uQHfIVms9RS0jNKY6SanQZIoRYEn0gp8oHJtt98QAik1wXV7Ed92iq8vvXidr/3oITJ4Gu9RWmKEICAQWjEvK6QSaBlwz8ZaQtNNE6xDG4WQgdY7IhnjGo8THqUNedWQmAiUpywbau/RqssRkvJZTLsVXa6TNLRNg0k0tnXMihwleGb87A6UYC1KdhHVngAO2mCpS4fJfvLHwE/VQWO953xZsMobhBbEcZ/tnQgpJaV1pHFEKixSBBZ5xaiXcLFcsy5rDi/W/PIn77Beb6ibLs9lEEcsNy3f+eAhPW1YWctXPvUCb330hPmmYW+rz1c++THe+PAxiTFIIcgXG2wQ/N4bD/iPfuYFWuu5KEq2Rz2EACkUdet4PF3yiesHICS/8vGb6DSlsZZP376CVvAn7z3gY1d22e5pZrMNB72Uo6phubGI0CKlhODQaF6/fa17DaOM0/mSuxczpI6o2oYnVcNuaiibGl873jk6YyeLGfZTtnoJR7MNIXg+uT/mpSu7VM7xRx9csKwOOQrw5c/9PNMn90jTlLPFjOI8R+kEIQOR1hhtENJjYknbCu6//316WZ96k2O0AW/ZG00gzuj3u6RFEWouTu+Rz+dUVdFJppum80EEQGrwz9z5raWsVrTOMx7u0JvssXf9DqvpMe9/+EOk0kgcUpvugwn8jd/8bWbzx/w3/+0/4aOPfoyra/rDDGMS8tWMxTrn0mSbVem5mB2hRz2kTuFfL7FfgmEvRWY9yuWCOI6paosqCuqyQFDRaMN4tMXF6YOu+CiJUZq8bVBC0N+5im1a7t59m+L8KUmkybKURkZIk3SRzk3NcLyNrSpK6xiNt+iv5xxceY73fvhN+uN9VGx4+P7bxFoyvTjBthVWZwiZQDyhWC/JpGK6mGKcY+e5V3C1Y27fR7SWxjYspg3rypFGAa9jXL3p3PYe4qhL4owjTeMFcTah3iy7QiQlvV4CSpFGMcuqYmAiCheQUiOUJIsMkRd4bej1BeezM/qpwW4q8rIrdJNBH68Eed4ifSBvW2JliNIermkQOGxVdN4gEXDS07SBYX+AUgYIlLpHXgSkzGk8xFqyblsEhiayPJ5foFrHq3u7vH/esGoD9aok7mm+88f/nLpuGfSjrsC7jngslER6yMsG5QEtUEYRESjqrkbEUXcY4kNHIPcBHcBEmrJu+eO3D5n0U9ZlQxRL6qbB2YAQoEKXjClD1wEG62mDQzmFVF1gnxQBicapQGtbAhBphbeu+xnp8KEbJ1rnsB6s9UgHMgiUkxAp8JYkEp01AUGsOtl0ZCR14+kZzTSvGPQVIUBlu/0PTpBmKSb6yU+1fqpGZ5d3xuG3fv0XOd8UXB5NuHJrQnmxZLZpCE4gtSeNOhxHwNI6w9FyytXxNsFDUVcEFzoybBrThhKthvzo8SF7vRG9NIbw7MYiBWVt6UfqWT55d1NwwNuHT3hhbxtLYHvQ551Hx1zfndA2DVcmGUULOgQeTHOubA+JpEREEUlk0FIwW5e8/fiET13fp61rGqEpqoqvvf8IpRXOO7wP9JTgk89d5r2nF6AkwzTl8TQnCAHKIWzACegZzWq9IVKS//KXP8PvfPsdqhDQSvHa3jYuS7nSi8liTZbE/C/ffrdjVJmEisDueJtfeeES/+t3fsRovIPQikwrTG+LKE2YTHax1lIUSxaLBVrHKN/gg6DNl+hshCQgQot1AeNbFpsNtq7wwTHuxzjToxcn1HVN3druFoZg1OtTVXmHyxAaaRSuLpAIkqiLvDXK4LUmSzOCCBzceIHp4wdEgxGL6SmDLEVHPVaLc5qmxrU1O1deJISK+ZNDjFZYpUDHrOdnDHoj4rTHydOHDEdDeknCqDeksJ5VvkQ5DyalqnNiIVgUJVkcE6UZOor49OtfYLXOuffedwlSE7wj7fUxaY/eeESkFIvzc67fuMl0PqMp15go4+qNFymWc87Oj2itZLM8Y7x1md54i9OHH1JtpkgdEw930GnM7OlDvG2JehmZiRBK4RennUk4GbOdSo6nC2JhKLxnVSy5ePqAVjt6JiVRUeez6ffwxETCE+NZFDVFU5MqySCLcXSTFy0Dq8bhpEZIg2ssbZwwkrAsCoxRyM4di3OOre19msYhjKNYFzRVidKCJJ3QT2LOLo67SGIPsRYQNJVrMBKM0axqx/W9A+qiABVo6pbTTYkyAuMhlp5FXdGXgWVRE+hQTDrqiN2W7jOgjKSuWpIoIjKafhJxMusSWm3jMYnqkieDYNBPKauaQaSYF5ZRlrAqShyeSEukUgThqWpLpCKcc/TTqPOOSYGSqgsVC6CfCXbwXTheYgy1a9BSE+gUk+2zom+97RIvVWemtN4RG01lLW3r0UZ2PkFAa8AqnHDEaJSE1rlO0ACkUYTWinVRg/QYHRMbSekcvgUbLG1lMZFGSYETMDud/9Xo7C/6CKBxnus7Y5brkgcf1hgToZSi8hbpJGXeoJVE6YgkVdxgi0QHGus4rwPXdoasq5o37h3z1z/zcQ6fTnnx0jWC91hnKaqOgpt7QaK6MYwUgqTXspgLlJI8d2mXtx+fYJ1nlC64c3mfWZnz5v0zXrq6w14WE2cJo16M1p1RLZGedd6QpgZB4Isv3mBZFF0wU+X41uExWmp8gC89f8DX7x2zrD1/8sExn3tuh7cfTQkusLE1WazYilNevD7iTz98wqKpuXOww2vX9vin3/gBIXQBSK4NvHcx5Zde7FIN/+z9+1zbmaBsy7qoUBPNteGQ+2cn/O56QRwZEJLQOIq2xTdnTNwW51VNfzimKStEWxKCo793Ha01thqRpUOmZ0/YFB4TJTgMvXFCXZZEWa9bTBLYuvY8i+P70DSo4BC+RYhuFt7vD8iUYpGvcD4ghEOIhLiXMRyM6PV6iLRPDLRFgYoz2qpkPBhi0owy36B0ig6CwXCHJIo4OT6mRqKMIdIxkVLI8R5bvR7zzYosTdEEVpsNq03O7t5Vomf5HlIrUjNirz+gPTokKEUaGeKdA6xKuDh6F6U0RgnSdIS1NdQl1QKWdYkgkGqDlpplE/B2w8XTu2waxWI+xTcNO5euMd7aZXFxQl4scQ7SCK5OxszWBSbqUi9DXVM5x87uPnLnUywWC7ZdwXwxIwR4upwilMDNT0gjSZ23CN3duCejPudFwUGsibQit5IbW4pNpTgvu11ZKwKXBkOKqiLVhto7rA9YbRiZgPHdnke0MfujPiaKyZuK9WpG3nq2MoMmYLIE7xzDUY/NokAETz9OCQJ6ccS8yBkkGeuiZmu8RbOuWNUl/SymWi0Z9foY27D2LStX4Z0hVI7cOLyCtrXPOF4eIyXeeaTWuNaijUIKsNZyOi1RSuLouhMR4Oakz+mmYJmXKAXz8tlSHU8cdxMBJRRlbTFaYJQh0Cm/qrZFaYnwgqJqyBJDcJ7WC7QA+QzEiTQY341OrRfUNiBVRzgIdGmsIXQ4q1RHVE1AIDFCdu9Ndch/2wYiCUELtJA0pUPKjrIeApRtS7CWIEEJSRMswmtMCNShIxEEI9HP6AHB/yU3bP5le4QQDHoxedkgRUBrxWyxJO1lpLHB+cCbjy/YH0QcTMb41pPFijgyBNlyeaA4ma25yCs+/+pNFlWDjiBWqtOtO4EX4FHEWqD7Aps7LoqKelqjRODRYsNqU5Immr7osb83xHnBjx6dsTvpcXmYMuj1MHGE8o7ECCyGREd450iUJGQJpbUQBP/ie+/xn3/mZT5/+zp/9P49oiDZGg75669l/P4PD+lnEY/mC37hzjUqF9g8PKW1La/f3OEP33rUmY0RvHSwhbXdvLloWrwPfOWTz/HC7oTjvOwyOQS88eAIA/TTiLZccWQbdg+uM3vyEEwKsiAx6pmUObBYzxmPJzhbo5Qm6o3pZVnnj4kyBtdus1kskLNz0r4m0jEiMqimYi0Eznq0Cqg4xTU50sTItsa7gH+2fNWy++OVJDMRzilcqBiMx2idsHX5OS5ffZ4qv0AKzf6tF0iSjK/+3j/j0vVbICIe33uHUc+QDXeoncU3JY1rUVoh6aTBTghiWihXDOOYdtOlRWaR6S4abUFrLVoJkJ5LgxHLZ8UAujjmTGtOjw6Z50uUlAgpEJHCk2K0JogArss9WhcrEIamaYh6A1bLNUFqtIkZ7l5l//J1ZqdHFGWJDAGvNFJp4vEBo37L8cl9LGB0QtNWZNs3EBJWixVTr4mjHlVRMY4l3sFRY8kiw5Ut82zHotisK/pphjSSZdCkGtbVml6aoG1gbCS5cwQZMJkhLxxZYoi15qwKqCjhZFExGQ44GKQEoVkUFdV6hVKQJAmVjyBSaKlJkpj5uiDYFqEMNkBPKjZNw+54wIOTJWkSdaPtSLGpmk5ZpWV30RMejeZSv8fFao0xgqJxoOhGSkYgheoUbe7Z4RICGvXs1h+QRtA0XccQR4ZEahZFQxoU1kBfJaxDgTYaISW9IKiV6PxzLlC3ARV7bOvoRRHOCZwDoyVpookjjUKzKnOkENTWEScGbwPGaLyjc/ArgbOglUBqDXQqvtJ6EqOQslOoNU0DugNhahVACmo8wgfWVdkRzpUgiK5GyWdIm9p1FGmcx9OBVqUUpLGh0ZLGeSaDmGXe/MRr80/VQRMAXzuMAJVmZJnubhIhULUdzvsXX9indiARCNHhs2fLir2dCTO35lpmSBPFm3efcLC7hcZhnSARXVHaUgYpBYmR/OD+Ma/fPOBiI7DWMR73eHXQx7vQZXdXLflmyXeeTHnt8g5X9newTU1sBBCYjIbPiqnlj9895Muf/Di5bfjqD+/xysEWJZYvv3wD7wNXtlP+2ivP8afvP+FffO8uWayQEkbKcLwu+NGjKcOJYRTBrHH8wdsPUUoSefjUrcsM04zf+f6H4EFIwa+/8jz92PDRbIPzlm+/f8Kj2YYs7Q7V2sO1cZ/Hiw3140OMNvS2dkiyPuPdK1BXLIsc3xSYKMVaMHFKkg1pbA0iULYNdnpKU5WMdi+RJD2KIiftj2jzOXW+QvUS2raBcsXclkyGE2qXkPUj6rJEqc7MGYTkYy99gsMHdxGbNZGZ4EKgrQpOHrzNk4/ewQaPiRTq3W/jnODW7Zd4/fNf4Xf/2f9Evl6R7u7y0mufwTp4753vIqUijodoKZBJwvUbt7n33pvUwhHLQNbv07QN46vPkfV69IdXSLMBNjScnTzk4ukjrly9SbE8pxWQJBllXaLbkhAscZJ1iawyYv+5G1ycHWF0Z5I7ns5AxmSDlPLu2xg8ysTI4IijCG0ky4unNNUKFRt0FCGQvP7ZL1NWFl9PcXVHE/emwDuLn59Q1xtM1eA2KxoVCEmf2bQmiSAIcJFi2VpS0XlFWtuQOUnuDVuxQtgCqxSlHiPEGTkKpSSPpiX9XsbABKrWd6FqRuKKDS+MYhaVY91YVmXJy9sZVTrmg3nV+ZaqDb0sRlpFPp93C/lgcdZiTESDJ1URm01DP5HYtqFsaoZbW1ze3eNitWGerzCx45233uXG9efwwkIIaN3FN/dETCE8be3QEURSo7RAAfLZe7CNw7WeoCVKKYZxQhQpFkXJKI2Z5xVbUYQUAfvvDqACIyWZjgjBd5lGJkJJiVaBxjvqtsPzB+vRUnUdDpDFKa2zpCZmnq9IM03lHCp0F6dIauq2RepOyuw8WBlII4VzrhPHhYCQAaW7mAZrA8ILtBHYNiAj/Sxbp4vJVkLSNi1CQWwUTdNJpmMdYYUFAg7BTtqj8A4ToGr+qqP5D3tCIE4iamtxXrKpHMJ7amc5W6y5ur/HtPRgLT7AsN+jbhvWTcn6tOb2/jZF27W+z13ZI+snTM8XjFNNWQeUbOkESYLTVcX18ZiTVUmsYbgzQElNmkbUrefw+IRelhCC5pdf/hiNdRwen3Ntf4v2mYtXeEgiw/l6w+dfusG6LFACPn/nGlGkeHq64tHFgo/f7FFUjqPZusPES0dhW2zteFi3XJqkfPLGDkYq6skeb9w7YdmuGemIV29e52vvPuTt4wVKdhLMRCm+e/+EadMwyAz/8cdv82SdY2JQQVBJQRpJ/JWPc3N7Q+0FW3uXCbbBI/jEZ38JoQzT2RxbO84fvUvrIE16ON8inO3kvMJTL2dMtvcQWiOVQspO2lucTBFpBi7QH00o1wus86yblkQqWmcxwzF/8z/7LR4f3uXJgw84uTinaSzxeA/pLNvbW8wvzqhtQ6/XpyhzYm26rJxY/F/svdmvrtl95/VZwzO+456nMw81l+0qF3bZThwbuwMJdneCoNMENWpFERc0oBAENwiBuEJCLaSo4aaRGJpOmqAknc7QSSwnnsvtGl1Vx1Xn1JnPPnt+937HZ1oTF88hVyA1UpsLK88fsLfeV8+71vqt3/f3+bCzs8V3vv67TM8OuP7cJ/nkF/4Gs0mDM1Me3/+A4G2bJhKStfUtrj/7Cm++9g0ksL7UJwhNphx5toIKnr29u6RxzPj0CNs0xDJQLhYkaY7yhnIxJUozGueROqG2nl6nw9//jf+OX/m7/zm95SHr6xepmobzL13g1//2l/gPfv2/Iuous7y+Re0svU6HvNvn7PgQoRXdTpe9w0N03mV1uIzuxuAkIQRqK8jSGOug0x+SrW2wFl/h4eMDanHI6MGPsBKiaspibtF5h6W8h51MWQSHEgqpHUclrIqG46pk0BuilKOyFUuDPtYYFtbx3GZGbQ2NlYQgscYSxQl5JjmpKsqqoZMPoRjzvUfHnB90qZsSHScQx5Q+JgoLiqLFIWnZHvSqpiFNYyrf6oob7xFSkUoYTeekWrKUZcRuweNqxqdefImtpT6jxYQ4VpRPlA6xFpTG440HFEXT4IUgCEBAVRmEahdoJRWZ1kxNzaqM2ejmnNYNq52E09ox6MSIhWde1yghyaOIWWNJlGB9OGReVq3JUkga78mSGOMMSmqUCGgVU9U1lYNca5z27TWccQQhMAJ0gLKpAKhNQKLIEtUyzgTtOlZXNMa36TEvCK49JDrjUUqhpMThccaSxk8Oz0qgn1R0AQjOAQobPLluK2J8YGYaemkKBAaDhOno/21R/Zfz/GRtNAgCgVhJ0ILKNO11iFZsLfcJBKyBUemJfUkQgl6WYpxlJRvw4cMT7p2c0s9SJmXJq1fPYasGk0ZEsWJeVuBAG4sIlkll8EGw2uugVNtYa6yncZ7DaUEzXvDJyxeQElIt2FxdQWv1hPjbzq24xhMrzemiYJAkCNU25P/0jZuM64qfff5ye0oRlue217l1fEocQUaEixRlZTheVORJzNFkxuuPxszqgjgEVBrzvVu76ES3d9bWokSgcoLSF+A8CRl/+O5t8ki0aBblSSQYLzl36Ty33nyd7YtPs3nuHPfvf8Ti7JSD+3dwKmZ0uIeUDls1JHmHuDugv7xEvVhwcvwIV5X86q/9N7zzg++yt3efrJdRnk2x5ZjGK/I4pmwM1jlqL1F48qxPlCYUsynbOxchypic7COC4PzVF+mvnDAfHVKbkqp2RHmP6nREcA1pd0h/eZV6OqaT51ivmR89REcJH3vlc2AaZmf3GY0OaIoSqTRaaaTUrC6vUdkG71q21GlRMMw6yKRH3RQkwZEJCN5RFQt0mtMbroBoULFGOgUSrHU0xqGEZ+XcZZ5/4eP8T3/0AVGSEYxoT8Sx4tf/9pf4T//eb1I3NVmnx8HRIZ1uj5FpmE7OyNKYfn+J4917SDyXrj7H2uYW69vPo+QeN9/4E1YGQ4I3pIMlXnj5Z6irmqkJDPOIMA+Q9mkWC4z1JJFGiAir2qbyUCdoAqHTA5kR5hMEgdnklMs7Oywa09IiPCRxzMPpnKa2rHVjamOxePqRZFoWRFLTKE05GVPXFZEUXFhaYlwF0jihNBVIz2LeYHwgSxRZ3AZcZpXBpwm+dnRSRRBpmwBLMrSUnPoOzeyUfpoSu4KjYsGVjT4nlWQyqYhjQSQ0hTE0LiB1e93qBQgf6CYJM9eQRG3aM01aX8vCNuRpwsG85Km1COEDi8YjnKesLPOiIY9DW0kqQb+TYozB4+nnOQZLXdStCsNZOnGGdwJjarQO5HlG8GCeDIsq2aqjZQgsd3JOZguyKEHIdpYllYrG+3bORrVKZk+7UQYT2ghygCADUgZ8aAc0EzRWtwOfQQYCHqnaGHOWJjSNRUnBoNOhrCpEu1ux1etx3FRMx00bkfsxPz9RG00Igf16zEB0MY1h2MuIhMbjOJ0VJL5FUlxezZkXgnntyGTNctalt5ISx4LlfoqSMTYY4jhhbVnS1IBquLt3ysevbIGIiJxje7mDEm3TzztPL00Zzwush16SsDLoIWVbBnsn8FgWFQwyRW0laaK5//gYLQVkHXb6Kd+/vcuz59f4V65doJtJnPN0s4Q/eO0OX/nYVT62vcy7D08IwWOfZPddE+jGmrLXoygfo/H0OtkT+2YgxoJu/1btAjjHcjdDx4pZtUAKT5x2qF1FrDWb/Yy9Ct742h/QTRPe+8Gf89HbGqki+utbHD++j7EO2ywoyob+0hI0ATuHk8Vpe9NsGvL+gHQjo3aOfjfj46/+a2ydW+U7f/5tLj1r+eTnv8hHP7rNm9/4PVbPxSz1luivXiTNMh7de5frz32ayvYpqva0m6Rdrn/i40xPD0nziMX4mLu33+fS1TVe/Km/Rpyus3v7LQ4e3+Xjr36BpjJY822UjLj1wXvs7Fzg3p33eHjrfTppROMF1gZkFFgsJjy9do6XfuYX+MGf/p+sbF6ksQ2hKZjtPsJYTzcVOJmSI5mPTziYz3n6E59iaSuhqAquXn0GEXdwViACiGzArXf/nCw7wMmIoliQnI0pi4Jf/pVfY3p2hLWBNO/R62iq6QlIjZGST3/u51nMCnb37tNZ2aBxjqJxjE/2WcyPKZzHOkcUZywvrzE5esjk7BRnKs5Oz8iznFXpqGLLWaNxwbOxtEqapZTjCaUpIElICkdlC5SSLHVyFsYxmld0lMUFjxQKQhu77aYxxrWx3O1Oh6OiRgJrSULlAlvdlEak3No/5dFogpOeeTHFeE9fwMQ6VBSxPexxNJmz1M0wKmZpsMpsdkqS5mjlSJMIFWlsY5m4grffeo2Pv/ASn/rSL/P1f/q/8tHhhEEckS/HnJyNMJVHa0msJInUT6oLxUo3JRhHlkQoochjyFQbja4Whk+/uIkMEhsc57zktZuP+cxTW+weTVGirQgiIFMxRkFPK/anC3wcoPZkSUpwjjRu3/EsVkyjNkJdVRXWQZpoFkVFHEt8aJmHo6IEBB4HTmGsJ6i2JxlHCl87vAgoD8oLQiJBtY6ZoJ40/dt6BSM9rg6EqNU4R1LR1xGz2tCJPSF4glAcHoxIOgn9Ts7COUZ1xbywqKhdqw5+zGvzT9RGAxBXEUnuUXHEomlz5XXTbgJSQWMsmsBqNyWNAoiAFJKTwyndLEUJgRCejpaYpkHpwLsP97i8uUrlfftSSEvjG8pZi/O+d3TKZ66fY290gk67aBXo5Sm5CqSRovQOnSpUiCnqCiU1SRRRlob1QYcsztg7nVG6mufOLeGtZXUYs6gsR4sC4wP/9qvPU5U1l5aXORjNOVqUDPOMSVUhIsm8qEicJ400BMesrAk6xboGggQTiKKY2rR2wVljSL3D2UAVBNbXOOtpnGF3FFjauUrtLcX4BLTGoxBSYeZz5se7SKE5nU9ZG3So5mfYuMsgyZmMDti8+gKXLl9mbfsSX/ut3+F4/xFf/lu/xtY5eHx3RpxmvPDJVzAe3vruH9Dd2OTZFz7LoqgJruL48X02Ll6nKGb8J7+4yn/xRofBcJt5UeKODqgXE/bv7xN8ybWnXuQ/+9Wv8ruvL3jr27/L/sO7PP3iK3R7a+xNPgIEwQWmoz3mkzG79z7AGgOqRczI4Eh1TDbc4IO3v0czOcNi2N89QPuaBkeedYikopSBZlxSNWO8l6Sp4eatm6hm2vp7CktlLdPje1x47jMc3XyddO0czjmkzrB1w6Ku0XHG/HQP0xg6eY6px1RRD3wgzSNWt3b4/jf+Au8NMusiEHT7Ay5ceprFvOBo7x5pp0cjNR7J6OyM4vSEOMlJZczm9jUePfyQTrfDwlYkSYKXGpEPiWQgaIGRmiw45s6y1ck4XtScFgVxFOFNxXFh6OYZ0lmMkMxqy5IAi6SbRZxUDVnWQ8jAWTVnEEl+dDplNUtY3zyHFRHPdzLef/ARQigKa7mytcHBtGS/tESDQUteSARl0RCjOBydstLforBtbyVGsjid8oVPvUw/Ftz65j9htSsRThLJgBbQJB1mvmDQfA3xtAAAIABJREFUzeknmrN5zdpal05oqQNE0MWho4hp2dB4x1o3ZauXEwvdDjA2jjST/NTz22zlOef7XX7nzbtY0WJqfAqLoqAwHhEEs6Ih0xK8xRHQ3hOCYF41eAKdSFMZSxa1htA0iQkEgvN0k5hpWT+JLtcgHEoJGtP2F723GOfIuynVoiGOI0JwmNLRSRIMrTsnaEiyCFs6ZCzwziFjjUBQuobz6wMSpZhXFXGUMpGtSK1oGq6ur3L/bEKWSqSXuOB+7OvyT9RGE0JAJwlVWULsiJMM5wKv3bzF+cESLz+9zQ/eP2JjY0jAc3m5y7Q2OCWIg6KpW4/F8bQiixRRInn91gGusXzv5j2+/OIzraTK1qz1evzB67f43NMXeOXKBkIoVnpdTuaWWAVmteXR6YSfeXEFKRJmi5LCVUgZUZhAHmu8qSml4nfefJflbpe3Hx/wuUtbvP/4mGGS8NSFNS4vLyEjxbyoqI0hS2I+dXWHd+7vE6UJjfMkieYPbtxDBkG/kzArDLkKTOuapTyjUhrlHGVjESphVluU9MQyxqURyjgCAtNYVNwuasV4H2Mcnf6Q5eVVaCoa64l6Q2ofkBiCM+yeTLhy/VmK2QxnGlbPXcPXM1R8kaWd6yxvP0Nlvs5wGR7cHPHeW98n7+S8/dq3WFm9yNaFF9m49DIHBz+imM1BKZaGKxR1RNtSBb10nqmPCbphUlec7t0l1AWb5y/RWMn/8LtvI6RktL/LtWdeZuvi05xMp9z43p8wno3p5D2yWHE8OqCfD1moGd1un83ti7z8hX+HarbP26/9GVrFpMsrvPZtzaufnyFshalqGhFRWYOeg1eOyBkkMBmdsrAOX5Z0en2MuUvAY5Tj0a0bLK2dJ4ozxqfHWGPYe/ABQgS0TkiTCJ1EbG1f4Wh8QIxgY22N4fYFTHAEa5BR1PpiZOCTn/45TNPg9DJXn/8MVflnzKOcKxevcefWW1Q+8NLnv8qiKPjw279Pp59j65pYS8ZC8uyVp8kjwejoiCjJGVhDpCWWwLGKkCvrpLGEesG8aTDW4sqalSxiUVbESmBdYNFUpEncYmRcSVUU5ErTBEUe9RFRynhakwrHjaNHrHa7rK2u8+GjR22l1OlQmpo1kfBwcUZZGqqiYJhpdF3RLHaf9Eba7/z86gqeuGUFupJYCEpvkUqR6owstgzyFaIIJosSJ2FWWEaVZdhRBKc5q2v6aSBJNLKWzBqLDhZjDKN5QVVaVpfbPmiwgqoydPO2WjmtS+p51YY6EESxRHlFCG1qTAfZJjlNgxYSrRQHk5Ir6wN2zya4IOl0E4pFRZpqaufo5i1OJhcZQgRmRUmSxDSmJQBkaURZGJTSOO9QElSk8T4QCc/ycofH44Jq2hDLiKwjWbTyUFztyTsJh+MpaaZJZEJpLZVpIaONgKPpnEQqjGsIKKz/8W80P1H0ZiEF09MpSRIz6PYYT0ve3N2nqeDixoBJYanyBqmgFwE28Ct//SJV3TAuGpJEM8g1S/2EQS+hrD0vXlzmqGn49LXLRMIhTM27e8d848YdnLM8HI1xLnCymFAb10Z1peDjF7e4trmBNQ4TLEYEljoJvazt5RycTNkbzZiPJ6zkPYw1rKUJ3//oMWdFTekb/vzd20zrhtPZgkG/Q20N37xxmz+9cY/dWcHu0aj1jkueXIt5ysrRmDaz38kiJo0nkgmWFsQphEU5y0o3pRaCTtKyzYKULA17qCjBBOgNV7hy7Rr9/oDB+jaXnn6W5Y0tlpaWGZx7CrIcHUcMV1bZvPQ8VV0xPjtDhwZbV5y/+gx5f5Okt8z5S9c5GxWMR7vk+TJO5Mwnp4xO9phOj5mP95iNDimmU0Q1p/IWUy2IQ81//9s/pCmOmc0fU48fcbR7k7Ojh5ycPML6NpZp6gKpBKur22xdeZnTkzGmtngHL3/u57j6wqeofEzaX6a/MmR1bZuf/twXeO5jnwVbMZkVDIcX2Dj/DMI4IOADTE2DTjR//e/8lyQyojCOxWJBtShobIMxgVxlxFFEJ+uxMDVlXWCLGmcLZtNTDo52ORsfsX//fSLZNmoTJemkCZEA0xR00i5Sx0yMY2V1m82dy3z5q/8u//q/+e+hkpg4z5FaYrQibs64++4/RwNLSyvce3TribIgoxwfUR7vInXM6uZ1JpNT5o0n7/RQvTUOakXT2yRJYryzLKoGVI4MBikd1XyODp7NLEYpQdrpYmk99ZFoY7hZrNnsxpTWUTeGThwhVczevGCt2yXNIpI4onQVUiuOG8FH9+8hbMW0NmjRDnpOTYNwBo3g7u0fUZYTvA5UzhNQOAKdPGN/OscgsKahaBpKY9jsd6kry6KY01jHrJpzWC04LmryPENpycogxzZQW0Mv0pRVw8l0zlObfXKtWO10OJ3VEDQfnkx4+9YRB7OSR+MZvV7ClY0ujQ9sdnqs9xNiodqZmcZgXCCJI2aFoXSW/cWCYScly2MmZU0ax9QCtleGRFoym1XEUpIoSZ5F+NoiA8zKBc4YVCRwziK0REWSJ0pYlBTIAM6LvwwTGOs4mhQoCQhBf+0cZeHaGL0HR2BW1DgB00nT0qBtW2k73zIUp41hUdYU1pFF7RDqj31t/kkiA6RpHP6jn3+Vw/mC9+8dcfX8Jq9c2CJEkiA1jTGkwfK1H97juYtrrPczojQmFppZ0RCptrF/VjTEKjCtKrI0oq4sxlhO5g1v3t3j88+cxwQYTwvKytIQiLTk2e1VPjoYEQnFC09dYinXvPnhAzbXlggukMWSs3mJDwKcIYlj3r6/RyeKWB0MyPKYb934iC9/4jp/+u4dlJV88cWrdDoxh2cTNlc6nM5KTsclvSzhGx/cewLNUzS+wVuBijTBBpSSpFqCTllYg7ANq93WdWGeaHsRisFgSFM3DNa3GB2dsLqxyeb2OYrKsbG1yi/80i/yD/7eb+BNw7lnnufSUy+xduV5/tk/+vsEAVGcMzvZJ0t7XH/pp3nq+c8ymoz5j3/haf7n33+fIs754LV/xsUXP8nR/Y843n1EZ6lPqhJiDSbukqqM23fepZP3mYwes3P+InW5YDY+axvrUlCbGrOY0tQVsQARafrDZXqDJaq6ZlEsyIKndAGt41b9XC9Iun1M02Bsg0pyljc2Cc6zvXOZ4eomWjiCkxwcnuB0xOGDDyF4Xv/a7yAVFMYxyAaMJiUrQ7C2QrtAEIKjwrG0skyoqidN75okGIKU7Wad95BxhLOOOIow3hPHKStLy+j+Gq6pWkxIURDFmrwz5PrLXyBFMJkccPNHr6N0xqtf/FmUULz/wzeIhCRNhzTVnHu33qKybepJJymf/9LfoqgKRg9ucv/228zOjimaho1zV9uwRw31+JDD0yOmlQURkcmKsXDERU03jbDGMZExyysrnB8OONzbJSDoJzHGWUZFTYJiqac5nhdUjaXXHVAYQy9NUVFKZRSRbJifHeOt47SckScpTiVs9LscTSqy2DFfGLp5RFMsKJuq/T9phzpU9DrLrK8sc393jzzrIZoppqqoZSvqErJVCBhrEVpQac07r78PwNUr5+gIjZNtlW6MowmO5W4O3rHeyzm33uX7944RTqKUpxPHXF3r44XgR7tn9DK4OOxR2MC9vRFHs4rzK11EEBzMF5jg0VE7DDropEgnWNQNHaWYS8dOf8CkqqmtIQKKxlNZjwgQREBrgQqCJGkrrExrpmWNwxJJjUSiRCthC97hZEAFiVQSSSAWmipYfvnf/3XeeeMHvP7dv0DHgixLMbXByICvPBd3VpHB4WrPyaKkl8TkaYIxFaWjjU6j+OjO7o+VDPATtdFkaRz+zhdfQUctcbYsS7aW+3TzlGGWMi0afFNR+kCSKLIooqocXipqa1kfak7HFgtoqVjrRRjn2T2esahrunlCJGOEknjTEMUJpTXIAForhn04nXpyqfjcz17gv/6Hr/PzWxvtMKIXVNbwo3uPWep1iOOAcC3b6939Q57e2Wa5kxCCZ1I29JKYbhwzKhs2Vvp8+OgAJVv7nnUNf/7eA9I0oWw8aa7oRPKJ370hiTUxLfTwuHIsddMnhFcDtJHS5V6HyoJKuyQ6Iu4PSAPMqorta89RzOdsX7xMlPa4/9736cUxnbVtLr74Ka5eu8a7H9zlzg+/g5nPSLpD5os5O5efAZEBJYiE2+9+m9WNHcanRwitacqSKE4RUjA7HbG0vsP65kWmi1Oq6QRjDDoSREmC0mmLMinnBK2QPlAWJdYblPAoBP3BKitrmxTTEePZFIJAaEmiExBQVxVPPf08jQs8fnAbLz3etkOGn3j1i2yub+MlmEpw84M3SLOUyemI6ekJ/8tbX+PF0rLRzRnNKrzwSF+hQ8AGmFQFS6vb7aDc5AwVQWk83TSjEYJYxQwHXXxoh1KV1lgEL332y2AN+/sPsT7QSTNqW7M8WKE3WOf2h2/QxWCjBKFSrjz1AldeeInvfe33UWmX69ef5c7N95icHDFfLOjmGaUxbJ+/TC/LuH/nJrGQlOWCrWvPMty4wnR+xni2YH7wCNPUVLNjdu/fJI4i0jhh2lhwNd1uB9/ZZE3NmeuMrg0cnZ7RTRXzYgpoZJIRK0FtHD0dGJU1SifEQlKbGoInjiKCC+RZxmh2RjGbEyUxQrUEhp6SHBcLLvQT7u2dgQ6oSLexf+/opClx0mcpT9mfnKBsII0kIjjOiopuEvF4Mqe31KWpJHc/vPGXa8CF8zv40Ca2ItHSjK0LKC3opxnWW6xzrHS7uMaRaEURLKZuSDLFM2ur3Nw7pTCWV59ap5+kSB3xnfcfcGc05txwwFnR0JiKlX6HpjI4YKWbcbKoqa3l8s4Sp2ezlgjtHbN5TUCSasGwkzIqS5Y7Kb60nBmDxZKgmDVNyzhTgkhGhP87WaYlQgiMD3gBaRzTVJbeoIugwYeEVz7z03zzW9+lLk8QQWBMO1gcxwnLwx7VvAYdqCpDJ9ZEsWrlfyKQyoib9x79FYLm/8tT+pLrgx3++N0PiCNBFiXEPtDEKZWzSKVp7ALRaGKh8a0Sg1hLTuYerSNCVUOseOfOEec2+qAilnoxwTcE4cm0Zt9GbGroorBPsA/zeYT0msJ5Xv/GIT93aZtyYfnezQ/42U88hw4SJQJKCExtW0IxMK4bLq31qU07uZtHMUEKFouaSMC8bIh0xHy2YNDvcuPhKauDHKM0QreWRBscIQgurg6YFRVaKMbWsTrs0VQ1pW04ndcMspjVQYejSUEvSwkqobM8pCoNItEkUQy2opNEpEkCrqK/sk6cdxhunmOwsc4f/t4/ZuvCU6TdIbb2NOWUzc0tzMkj9nZvs6gdUaJJooTFbEwQrWY77+ZESa/F8i8t0RRzDvc+ol7MUUmG8A5vBY1SdBJJYxqCkIjQwgQJlkhHLcF5aYW6LKhtRQCG/R6zssG59rrEOwdCUDto6oLKtCEMFUd0ux1ODx4yyBI6S9vUlPjpY+7tLoijLhYJ3/PUL9Qor1GRaGm7oqXhBtegtKCqG7RoL3rKWpAmMU0QCKVpBEytJI1isl6MC4JO1sVXNcVsig+SPM1Z1O0cTpLkOOdoiimLKEF6S9xt791nx3v44OhHit07P6IqC2Skuf7CKxzu3qSfdcm1Zu/+bYar66xsXWR0esz2lReoTTvEKG3AqbxtGNcP0aqdep9WFZ0kRaUKul26OsaVjsXMsHAz+pGjIwN1FFMToW2JdJKVTsLRpGGYZUxq1yJNJDTW44JEaoFQMXma01QVOEeeZITgqI1BY7h/PAfpEUIRgkTKNprbWEuUQSIsIQic8BybBtdUWANz5+kNcmTQ3P3wvb/87b/4hVdQscRXHgFkUUtTrpQgSIvHk+mI0kPlDKtxwqJpKKuaIAWbaYJSrer42mafTEcY4wjOM6kaVtOE2hlSCTKOOStqYiHRSnI8LUBCnkZUhaVeGFQskQiurPS5fzqjtoHjeU2mIlzlGIfmCV1Z0gTPcJgwnTU0zhNpEKFN0jXGoiJJCIJ0sEwsFKenu1jr6PRTlvs5q9de4t+68BQffvhDfvT2txBFwBqBEgKCwUpDMbH0hwlniwblBcK2Omf7/0O8+Seqotla7ocr57bxNPzUuU3SPOWsqFgYy15T8sr5HdY6EfMaGg9LWURjLEG2wqPKB0rrCY0jiSJc8CCgXJQoHdHttPgT7y0Sy9FZwaeeXmX3rGFROZwzWKGYzBZsrSzRTzWVDbhgSFXUIjCspzINJ7OSpU6KCI5ukjBYSxgf1xhnEEK3jcU0pilqRqWlNhWJCNRB8vWPHrU/oNqSKoV3T6qyxpF0M5yzWGNIpKa0Fo0i63ZRweCEACnRcUY/S1iUNfGTzL+SEVEcc+WFl5BBYB04FBc2Bjw6GtM0NdJblFJ4lbB34/voTp/rH3uVh3feZXPnMvOioJiOUYmiLEoWc0MWQdLtgoioFguMaenTSZ4xH5/SlAtUnBElEcvr55/MJhjSTo5zlnKxQNiGSAS8c2w//wqxyjk5vIdtalKtCQKKsmwtjkAcab76S/8hX/vj32IxPmZj5xJf/OqvMi8nNOND3nj9m3gXwBaMDvapbUVZG3qdDqW35Oky//s3f5tPxz2EW1A3DiEcCkkVYN44BoMlqBeI0DpKZJSQRYrStVP+V5/5NFW9oBvHBOvoDAbUMmYxO6U42kNnGXlvyCCNOJ7O2V5d5fHuA0SkuHjtaSajEetbF1Cu5mQ8wZqKPOuzvHGOS9df4Jt//JtMJxOkkgwGQ774c3+TwljmoxNkHHF6ckAaZzx8+IDZ5ITxw/dxLtBZ3sF6STnb52wyI9iWCaizJcrxPnUIDONAJCWRjtBKYjyApzYBj+SVqzvcP54wrSrGBnqxpjE1TdBIKUmzDC09zXyGcQFCINYK59uKuhdrDs8OkF4y6HeY1W2vUQpJIwRZkhM7yclsxPmVPh8dHZAmGWmWEVsomobVy5/kG3/4v3H+wlV8CMRpoCzbd9T5AEGgFDgPOpbUpaHXSehGKYkKaCXaajUEEilZX+kxHhfkacL18yt0Ik1tHZEMvH3/mIejBZkSVC6w0ksoK0tZG7pJRFCCTqzZP52T9mMUAukcgyTm8sYSD45nHNQVprGIJziYKNE412Jn0OBKi8rajcpLGCQpFkvRNG3i01o6SRcdxfyNv/kLvPJTX+D4cM5v/Y//Ledf/DyxVsysw1RTbnz7T3CipU1fWh9yOCvJkxThHOfWt3j79h0SrUiziF6S8/b7t/7q6uxf9Dm3Ogx/9yufwT9RNRfWMh/POKhqLgz7zKuGjeU+Mjh0rNFB4KOIqqyItCJK0hbxEDztJVPrjlBaUZiKbppDAOc9D07OyJVkcylHyojhcsLJUUkVLD2lifIU09Q8/cwKx7sVZ9MSLwSNaci1pnYeGSzBBxppcTahGyk2ujGH84o81tTWU9SWpeWEqm4x5r/3gw84m8+pjSNLMvCBycKwspSzQJKZBuMbgkgQWhCMp/KKflfRlDVBKsSTfL8WILrLSKEJtibvrxDnHXJhaeqS7to2ncEKi9mCtL9KWSw42b2Ha2YI7whmgQjgpGa6KMiXVoGYy5d22D06QTYl88mE1XNXMU1BPZ8SoowsVsRpjguKNFaIpIOpC7qDVZzz5N0+UaKZnR7hguSpFz9NpCRudITrL3N4/yZmfkLcXWl1CMUYIaEp6pYO0RuwvrHB+s5l3n792+xsn+fjn/5XybJlpoVlfHiTD955ndXNTXaufYImNDR1YDIfUy3OwCoe3nmN/+M3fpvrL/Toxy0mRZmKeWUJwiI8dCNNnkatYjuOMF7TX92kO9xGxYHRZMRKd4eiGGGNI1/aoji8QVEaev0BWreOEyklOktQUhN8wFrLF7/yy2ydv87h47vEMiJIwblzm3z963/MpYvXqOdzfvjmd6lMTZZlXLn2LL3BEDsbs3AeuyhZeEG3m3Dvxg8pZ6doKck2LtDP+xx89A5nVU3HFdw/O6Mft4zAONE0xtHNEoratmK7WLHcy9uEFgkrvZQoSCZFCcGjOxm2qqif9K4inaCVIIqT9tAhaPuCwMrSkKOTM5YSwdHopP3uVNQSNZpA7SxJkhKCoKwblmPJ3ugYEwtwMdPZggsrA/ZGJUsrgps3bgPwiY+/yPHkGCykWmEcQMAFsI0jjSNcsAyzHCla7FNZ1RgvkAryAMdNw/Nba7x8batF/EuoCkMZLFmagXX8k9fvsJRGIGDeeJSCLNakWrMoK3qxptNJuXs0xgSPVDBIc164MOTNe8fU1uFCK3urGkscKYx1rWpCA05gbEAEh/UCGVqawbRogbs7l6+xaGY89+IrvPDM03z44V2S/iaPb75Dr9ej3+vy4btvMDo9QCuN95albgfjA2mAwbDDrd0R26vLLJqS0WiG1BH7u/t/dXX2L/oY68gizf7ZvFXCDrtcWh8y+uFd9kcTVgY9FvOSPMtZWekyP2sNmnGWYeuSpUQzbypk3HpNbO1ohEVaRyo0zjniSHM0X7DS6yJFYGEkufbsH1UIZxAyBh1hGkesNLt3ZpRNYFbOSNMutbHcenjEpbVBi9Awvk0gxYJIa26PKnQEkbIsCs8wj5nNHSKLqKuGadHwcy8/zfG45q0H+9RAnCjKpsGUDYaAEAIXapJYorUAa/AmaYc/lcAoi20MURyxmM5wzrKzscHy+hZRlKOyiEF/SDbYZjY5IoSI/vIKB3feI8002cZ1ZvMC6Uomp8dISqIoohwf0+utsqhrJqfHLPcyHJ7TgwfoKGExn5AlBmtirLdEUUbUW2+NhUmKcwYEFNMRadpjZWUd0i5no0MmR49RSQf74AOK2QTrBbmHKOmwuXMRs1iQX1rm81/6RerGI2XK6fghTxUl15/7Kb73Z/+YV7/4FY4f3+dHb36HZ17+LEd7D3nnn/8FO9euU8xqyqZicjonUorJ/gk/85VPI/3bFE2N90/QRY72CibVbaMfgfHQ1J6Nq9eZFgV+OkG5KZWpmeiUNICtjij2DkDlJJmm8e1gXxonDFdWaaoFri5J+ussrazhVczjx495fOsGTXHK0rkrzIsZ5WTE9CRjUlR8/qu/xNbWRWLlOTs95LVvfZ1iPqWrNWlngHKWhx/epF6McQKe/sRnmZ+d8PjBB3SWdhi6msXj26QywgVFP0/IIolIdNt0Vu0COvUSVziEStrvVisGWULpLPOgcWWJkoJ+nnA6L+kPUjp5n90HH6GkpnYC503r7CnmaG2J8gFimhCF0AIgLWSdjJQIH2BRTEilwXjJyvISG72Ih8cFkcvYPxlzdLj7l7/7S5cuYmxNX0sKHPPKAIGlLGfeOHQUiCNJrlK8BuEtKkhmxqKFIEhB3ulxLkl57uIKd49OObfURUmNTjVdNHXT4Bu4vtnn1sGM7aUUIS0eSVl5XGS4vDVgo99htCiJVUQsArV1XNvoARLrW7mbVoLKOrxs+y6otvHfVJ4sVhRYEtlqnnnSl+kNUqzxPH70gChNuPHeW9x4512WV7YZPfomdeU5d+kqyWCZn/7Zr/BHv/ePUM5gg2K7m/Hszhbf+uAhj49nrHa6lPOKmWvYWBpiFOzv/j8uqf/Snp+oeHNlLL0sZdjLsVKxezTht77zDktLHfrdnKPxHK8di6pkZ6tHUJK7J6do2miwJCLEGiUE/Thu8XPWoZE4KUmERAjJSt5lKVUM0gQIlO4J9kPGOG9wrqKytn0BEZTO4r0kVpAnKWvLXaz3lKVDqpa9ZF2g9nBuucNWv0ddSjKtGM0b/uit2/zZmx/x26/dYL2XU9WB24cjDAHrHEJB1RjiWLZDf3F7fvBOUps2lupswyCRLGpDZSVaKoIXFNMpeSQxxrQbJI5iUbG8cZEki0BE1NYxHe2jsj7oDlpCJ4uZT07x1oDuECcxnVgxmZ+wf/8eGQ2LYgHOEALM5mM6CpCGpqkwDdRNjVbt4p1l7cCibSxIgQsGISOCc5TlAus9s/ERSifYOKe7vMb65We5/twrHO7eZ97UbaQ5CLwXWBVz643v8rHP/BsIYTk53OXg4D73b75FGgVC0CR5nzjL8CElyiIIFYOowhYjisUU7y03K4Np2s+Aaht6SrbiqYiAIRArwfmlDrmp6AiBLc4oZmeIOKObpDhvKIqaprEYH1BCkmjN0toG11/8FM995kuUZUMjNFmWEcmAN466rjk+esjDvV3yvMPsdJ8sSZBph6euP8vW9lVwjj/67X/A137vNzHTE6jmDC8+x7lnXkTUMxIFqAivE2bHe0xODuguXaC/tEQ5KzhdVHgp6WUSoSNM0HS7XcZ1QCExXrGeaFZTRT/R5JFkEOfsjiumXtHX4ENLAn5pZ4CQisZYrJLo9gKJJJZ0s4QkUsxmc6Kgmc0KelmG8eAlWDRlkBjnEBGkOsWg6HY6dNKIR2dzeqlE6cDhk01muLTNJz/+FIlucTOTur2HiLQiTROGsSZSnkRJ+lk7sBgM1IXldFESIUmiGBFaXNUrz2yT6JgLa31irTHGI4PCe/jaD+/zrVuPkAFefWqdNGpJGzsrPdJBzKSqWOvnDPIMKSXWB5I4RknF/bMZ87rGe0cIT25JhEYDSikkgki1gSJjPcJ6GuFbsCa0VlbAmNaG6ZyjLg2LyYhqso+zrQ1r9+4tpDM8fnCf55/9GK52dKVga9jnrXv7xElAhEAhPCKWKCURWtOR4se+Nv9EVTSDPG1PMyKin8IwjvihlYzPFhzOF3gPX9q5TFF6brx3hNSaS8t9jkcFw0FO5VrQnBIK400rNPOgM0c362KNbadoheBbHz4EGfjkxQsMMtlm3J0hCo7v3z/gmdVVelnCeOFonVoxlkAIju1hn8YYTuYlqROUtUGEwHsPH3N5ZxXrPLGCYZryvbv36HcTRnNHrCWTecFf3HpMWdXoEJBSYeuKEEJrplSSWdMQEVGbmjjWyCCIB5sM1je6d+bvAAAgAElEQVQob76LCWDiDkVZsdzRJEnC0vZlJqenRFmOd4abN35AWVRIKQmuZuxakB/esbJ5id1HD1ks5mBqVCQAiY8SQlPi7QIXNNXklCyNwRQIU1M4zaC3igsGh0X5mKKyEAylM+2C6AwuBITUlKahmyTsHT5G2hrn4awoaJoF03KGmZ3xmMDy9kU2zp3n5OiQ2lpOj/cgCOqiws4nnD6+jcPRX7+MfHCbrWsvYqsKETzB5czPTukNBzSzkulsxORoD61bMyJ3a5qrGu1bMVYUSTqRYlpbjDekeUykY/ZqSxJmBKtY62j2S89amnM8GmHLKWmcYXTM+fNXMU3Jc698mfnJY+7feJ0b73yf89ee4cozL3Pnhz9gMi84n+S42QItJHHe584b3wYJTqhWDNc03Hz3NfYe75IoRZwmKCEZXniapW7K4YPb7B/vkWZd8syRywgVpWxefhaJ4M5HH9BVBfHGJtPZlLlvKEPgUr+DlHB1e53xfEFtLeMm0Ek1QUlqJAUeGRyxkBQB4ryDkJrvHxQMVlaYjk+pH96jDp6BFsydoNfpIUQg6QyRQiBCRTUbsz7MqV2EMYFB2mE8H1NMLUko6UnH2bwkGIEVMYeTmpsffcTWzkXyxNPrO6p5ia3/L/beLOay7DzPe9a4pzP9Y83dzW5Wk91icxZJUTYVyYIsS5EVx4FsOKMD2LCTOEAQ5MoXIRAEEZLcOMiFIScOoEBOYgu2M0iQAEWyrIikSJMiu5s9D1Vd4z+faY9rysX+SSiCEkpWGAhCNlDAwanaZ6pz1tprfe/3PI6pzRjEiN+v1BgCubvecGVW4UJEppFWvfJbDsqSicogRHyI5EkzeM/Pf/lVfur7Psg3757zmQ9cG2PEUjB0gR/5nqf55Vfv8OytPR6cbHnm+g439iNffv0xT19ZMFskvvH2EZ/70BO89N45t3Yn3F9ukUS+78kr7M5nLJuB83Zg04zfPWMtKQWGxGg4VZI+OZIWpCjIjGEYPCl5DIbMKGTnaVoHgweZOD0+BWl57oVPMrRrhj7wxFPPs1w+Rhav0njP//7mI5JzTDODVpoURz7bBEEhIjF999cbf6wmmpQSRiu06zlfbplMCn7yk8/x2oPHvLB7DS0Vy7rHSENuJEnCKg5IbVmu15xvJR9+3/sROB4dL9nfm2DkyHra1D1loSii4O0Hp/zwC8/gpUC6wFsnZ9yc72CUwkrN9926wXJo2SkNjZP42FEoiR88SY4+mL7vmRUWKSTN4NFS8vT1AzIDJ03P7qLiZ7/wEiA4nGpyI6h7QZcCeAfB44X49lVRuKRUW21QaVTx6qhRjL6U+vwIv1mhyhnz+S7N2RHTeUUeA7XU3LnzOiqCToKrt59HypyYOkQYuDg5hTiKn4rZAuc8znUjXsclQpAklZGZwDSf0yxPkMmzc/UWJkWwGWJ1QWlydqc5fayom5rges6PHyDVaGyMCKaTCdl8j3k1Y7tZUa/XxODoh46Da++nyDUaTcoMx3de4/aHvp+bTz3B/tX386Vf+1/oOsdi5xoqz5ldeZPTdc3De++yt3cDhKTbblmva6Rb0YeBoiwxqkeFju3qBN+3gCQxGgt/6Mc/QwpfAelxJGSQbFLEKoXNYXADncpJUdN3p+hBs/QgfOLs7NGoTPYtS69Y7B/y6O4blDv7xPUZb77+dXRM2PmcG7c/w9A3kDqq6SFtm3Au8PjRPTKjWeclSsDs6nWC9ywvTujbhtxqghAIFOV0h3I65fHb3+Bs1bDYOWQyq8iyiuc+/kNcbDZ02xXr1RpTvMfZ8gG5kOTTCdPo2Q6eOinWLjBLjlmZs+16gsgZtKWylr2wZLXZEhBAgCDQaaB3gcVswfnpEQSIImGVxklLTsBtN2wGx8HuLi4G1hcXzHf2GdKAZcATOV4ds2sLtEn0rQRhaHpHkWnW5yuevLbPR97/LM9f3eG8qzmvHa2H2aTAd5FSJJZEtgPMjSZqyaPlZkyL+cB559lfVJxuG0SMVCaj0oqTrsYqxf5swv/wG69QFjmvH52Nvx2lEWKUE2ZW8/KdU8rM8MVXj+iT5+ZuRTsMvPD0IT4l3j5Zj2TtMIwTqrY4LXmw2fDk7ozz907QaZShDX1AylHGJpOiFRGlLCYOuJSAMdachKAsdikP50wmBcuTR3RBMLQrUhx49qOfZlFNuPnRjzHbv8qtJ27xi//r/8ztT/wQhVEcn52jZODey1/ByIFb+1c5abYUapQ2av3db9j8YzXRNIPDGo3zDplnPDo7Y78sub2/Q2HGhipCwFYZ0sF6s6XSJffrmmtVBrlltb0gyyxt13M4reByDzUvLY+OzthbzPn47ZvUbiATmrcenbIoK/qQRh2tlCgJ9+5vwMNTV/fZdGPRV8lE0wfyPCfXklXbg3d88a0H/MBzT9HHgd1ih1/++ru8UeakFNiblFRGI6MjJhjqgM4UxoPVGiETeWbwAea54e6qR8hx3zvEMRIsAmg7ip9uPvkM5ydn6DwnAusIuERlAiKr8NFjrSWFFikTYQBtLH1QGKXZ1hua1WMyCdENZGVJkppqVlFvV6jUY5TGDY6+2RJtSdpucVFSp0RzdorV2RiBRYxDuo8oHTAmY+hasqzGVTP6pkabDCk1e4fXESKyXp0RVcaCnNl8Fxd7vJA0wTE/OGC5OuP64iqubRFJjimfbI6yW9bbhtyMfTxeKnIxYb1cct6uCTEytFvqzZLB9WTWMnQ9nR9p4FKOJskgIIVIlxLRKVrnuX6wR7Aet6lZZIY8F3SrDfWqR6hxG8VpS4o9TgpmO1d47bWv4eslmwR7iysM/Ra/PkeairZp8DEgjEJoQ7l7lel8wSwvaDZnPPk9n+D8/ITVdkO+c8gP/sCfxuxc5Rf/x5/h5pPPcty60R777MewecnO1VskLC6u8UFAdLj1EfKSQVZoQ55ZSCOkU1vFxaamkhqjBZPJLkRJ8C0uCTIpRnqDH4vaTd8jlCHESEiCvWnJuu9xwrK3N2N5MqrGJ9MJXuVo37AoMg5nM9569JBVvaRY7GFzwyATrYeQAjp6VAqs6pabe3tYZSgrxSAj12dzhuhIbpz8pYwsB0cikeuMCJiRfTkCYK3mYDYhdnGEviYIPhJkwihNICElXN+fcbpuAIGXgolQZKXlbLmmawVdFtmfGT61OKCylj5EHp6vsZnBhsjjsw2lMbRt4Hufv0amFO8dLTncmY4XmDEipKarHUFGVAIlFdoopkaz7gcGH8hLTQojH00g6bYrJIlrz/0AVz884+EX/yeOgyaJjIcPT1C3Kj6wM+fGk7eQJiPPNZPplNAP5GVJoRry6ZRusyHajKkI0LdA4mJbf9fHZvX5z3/+u/4k/18d/8VP/2eff/76Pm1S6Bi5vrOLzS1agtkr0NHSRWhaz6vHJ5ReUVaaxWzG2aZhbiVtMyLvdycFPiW6ruWVdx5ydrFhMSlpuh6EGAuWmzVtjDy8uOCLr9/l8fmaq4uSkGDdDbjBk+d23Ncn8isv3uWTz9xEKcm90yUv3j3mZLXl7skF752v+fQzT/BPXr2DlBBEpO3HAururGLV9ggxNpJmxiBjHB0VEYbBEZRm3UcqPVr8lNKjlTGONkiBAqFomxVEiEIxMXC0HZhXOV7NMVqitUWkniQ1FxcXdM0Ka3OiH5Amw3UDfd/StzW6mJJXFcmPDplM5/TbNYOPkBK5yRj6LVobqsWMzXKJlomubeiazbejnkpIsnLKZD4nILHW4pwbnT1K8uyHP4upppwfP8Q1DRKPa1rOV0uuPfkBcBKbT3jjm1/jnZe+wPUPfS/KTJmUM+6//VVO77zC6fE9Dq7e5NH9NyhtST6Z4VE88fSznB7dp+021NsNrmtRl3vsfe/JMsP58b1RdxsF8zIjpcSszDhtBoTKR7CicGw2iVomfKHYbCSl8ng/9nSUeUHXNfReYbsLHq+XiLxCGsPO1afpOocpDe+99QrYClvNePTaF6n2bxDqM8LQ0/QDP/bn/23Ol0vK2YLbL3wfT33wE6Tk+fV/9HeJ0mLLgg9/6nO87/ZHESSaEDk/O2e9OkYkSe8Tj1//TY4fP2TwAa0MwXXszg+wIrDttgjvKPKMLiVWUXH76iFHp0cMfUeSBnSOTyPvbXBgJSAVgx8j4CEktoOnMJpt0+NcS92PTZRDWjPFMAg4u1hiRKTptwweMhKVELTNkrppWbUdxmrqwaOt5HS5xgWJVImYFJvO04aBPkSWbYeQo13zcDqlxtGFyCK3XPQOlGImElELCpGwWrNTGTadZ9X1pAiltRwvx0FXSYFRknoYqJuBFEAZ2G4HHi23nK4cV3ZyvIKi0GRa8quv36OrO773uSu4IbE7yXCtYzovkCnwyjunzAs7wn7VuDOrlSIS0EaOzeMkZCZxQ4QIyii0EngRmc73aI6/ydvf+C2GFIg+EdCI2LNrz7j/4ILXXnuZ3/ilf8Tu4XXmO7too9kevcXQCxb7++wcXKNrV+i6oSoNa59QUvHo6OzR5z//+Z/5bo3Nf6xWNJPMUBQFuRHYyo7ZfAV9E+hriXA9XYpkUnBjvovNBCfLDVPruDKfogTcPTplsb839mYQOFq37M2r8Ytf18QAu7tzNvWWIss4PjqjrT0fefIGt3ZnJKVISvLJ911n013WOCIMMfHZD97iN994m5PlwKc+cIOPPHWFdlvzfR94kjzX/P2vvEZhFB+6vsdX3n0EMVJ3jt53dL7nqf0Fd082rLYt89xy0bRMK4uPgkprPI4YGb0ZIVJlBpUbOh9pgkB6T984tn6DNYpV8JQ24+j4EYvZDiupmVnDBVB4SexqolSs10uULWguHoMPmNzi3QbXOkSMZFbRNQE7P2R6eIOp6xhcR+88QixIOnB27z7ltMJ5mE93Rn9Is8WHSIwdMa3ou4bgPOzMyPKSajJDmpKLR+/R9g390OKHntIamvWSZHMulie88fXfRJmSfn2Ene7z8MEjFA+pH73FV77wC0QPJM/Z43ucHr9H1zWsz8+ZHezyzku/Qdd0DIMj+Qgp0g/D6PWgBzHlTvQ8azQpJc66mqTnBKfYrXLc0KBoqTeSmdb0YWCyjSQ5oLUabZg64LdrlFIcHsw594HFtadx6yPmex/g7Oyc+XyAriTlFYtck/pTqskO67MHpKj53I/+a6yO3mXtE33v2J4c8/Zv/1O8GwhtTZCK+ZU9PvbZP80br3yd5fIEoy07O3t4pZBY7rz0f/D40XvgHEOCJAWZDBibIfKM5dJT2pKeQHADQ5JIk/Fg1WDw2EwRhwFLoB4CxXTCZGfG+vyEvUnGclsjlWW9bcjKgiEJZHTgPULAbJIjoqGQgvXKEUPP6XpFmZXUbUPvJTEvqAMUVYkVnrNVQ6Y190/WTCcZSltCVLz28JQikyBGIntlLNZmzCaG1aZh0/YEN3BiRgVzitBLgYyw7j2L3PDO2ZIQ4Om9XbZty9l2y6zKUIxyt9B7ygxU1LSuG/uJUsAWOXXf82sv3+NHP3mb907OyZXiTz1zAy8lQ/SUM8W0tCx9QLrIl954zHx/QjZ4+ksvVIwCL9M4Sdd+dGdJOSqZ09jOEEg02468zDh/fI9bT3+Q5555inZo2Z6dM/Qdk9mUe/cfIPWbTBZzfIL7d97j5OiCa0+8Dz29xbwyXDy+j3eOfZnwsxn3T06wWjOE/1/l/Ac6fIj0fc+mHjjY2UFoSSElspDoCJ2QZIzdsLmWOBe4trdD0wZc13M2DFzZX7DcbPC5ZbVt6Xyg6z1FltG7ntm0YrmtOVzMeHi64sn9PdShYl23uBiZZqMKVmpJ0pJpZnD9wNolCmsoi5zPXtln1bW89XjFyXrDn91fUJSap/enPH91j/cutpAk//qf+DAv3j3mwXKFc5GTTcvJumZmMx6vtphiQt/2WGvYekFhNJWETRMps0AzRIRItEmRy8C8kNQuMrUKH2GeWarccCwSznfYYkrXtbh6Sz7dkIQmz3K2SRCHluQdINhenLCz2EXahiK3OA9OSPKypFufE4eOECMqBeKl1dMUGb1P7O8fUJUzZLNhFQPGGLTUBAQxJGReEJOh7xxdv0TrJc6NlNm+bhmaFWFo6LcbUJJjaVidP4SQmO4dkoDN21/j9de/xmZ5josJrSXlfMGqXpJlOwQXEUpjhGZAIY1B+UA2sYhyikyC3b2rvPPqP0MoCXdKts94diYzCiKPz9bY+YSmqUfPSBSUZU7sHCZGLuqGIUVmpkJoh/MBtEUmyYPHR1x/6gM0j+/SJTDdlhe+90c4ev0r1N0Z/uwRD5stu6sTtkNgZzajNorf+tV/QJck01e+zKre4JxnNtujHRK5siQBf+bP/3Vc33P/7ZdxbUPTtrzlHEYJimqPo4d3SUIy37/CLLOcbDYEAUZCIRKT3LBxiUwbhhhYFJpGVWQ4sJbej6SG402NNgaxrenrDYRIHTMWe4cYZVhdfJNhGLNSQo4wSKzk/KxGGEW1a9n0PZPsslO/2+KFYiFzhJQYaThbn4/PIcCWhl0FSmbsTiXNtsenxGw2xQjPqquxaAqVWNXNaGE1ieUABYo803Sdo5djPTMCTT+M7ncl2HQNjXcj/y9CPTgqDdpIggdlJVZY+hDIrSX2jtJYfPL8k5ffQ8rEUwc7OMZE67S0vPLeOa+8d8Znn7/Bb71yn0/dvkkfA3uLkrfON+Pn4j0iSkym6EOktGMDZwxQGEVK49Zalmmi8PQDPHpwl35Y88L3/yUWn9nlN/+3n4PB41PCJMXFco2UkvXFOZPFFfauXmFnp2R1cYFrt1hreSwXFKnmtK6pbIaRf8TFZ0KI/wT4SSACx8C/lVJ6KIQQwN8CfgxoLu//2u9x/n8K/BvATkpp8jvuz4CfBT4BnAF/IaV05zu9nou6wznHoqpwbsAaQ+8jgxL0vsPHcZlo1Wh3fLg9Q7aBOMDuwS57ckxPnazW9C7ghoEYI5mB0liUirRdS5kJHp+PoMDj1QqjBVVRMAyORjsybXjx7WMerVdoAR97+homM7SDY1pYJqWlzDJef7DGB/i1b97htO7wSvK+gwWffPKQr909pu4833x8TKbGWkzXefbnBY0TFLLAZgZt4HjdszfThMEhigqjezoPmZb0UbM7yWk3a9punHiShJgSSltOtg4kKCEZuhqdAv0QGXKNyDNcFCgZ8ENAEscmUJHh0thoafMcjWRiM7p6TaYE2+gJboxy+jB+hhJBVZU0bcu2GZAiAJIwOIKIJCAvSjSC5Hr6NMIFWycRHI+Ddd8Sw4BvBzrfYeSCrqmp10u0UUw4wHUN33zxtxj6LUZbynJCCo7tas3mG19kvpiNwEKpWS1PiT4hBPi+Q4gK1fRoKzh+9C5KCnYOr/FX/uZf56H52zyXAq7vmU0KYoDMKladY6oTQ9NBDOgUGH+24wXNWBZMWBXoXBgb+y5OyMucvZ0DgnO88/Vf4ezdl1HK4H1PVi+RTUbnE/1mBian9mPDrygyrNHElEBLpjanbhsEkuA9777yFZbHj4naIoaWgEaJcXWOUqgkkDan1xlRbpll+XhFPQyUmcXhCVITYs80LwgC3OA5sDm6KjirO4yIrDuHKkv67QafDCpJuqYh5Xq0P4pE2w2UZU6QCRkhiJ7oJfceLZkITb1aj3iiwPjdsonkGWPAMVA3ESkV9AGPpKtrtMg4uqg5O77Hh7/nNt4FhjqyuyOJIRCCZ5pptiFSZIpMGaKL3NhdkMfEumvp3ejhEZnGJjBJEJFoEj5FCilAyDGVKARET6Y1MiYaPyACKJ0oC8uycYiYeLha85W3jvnhDz3Jr794j5/48Pv4xy/egSD46NPXKAvDV185YvuWoyoymrYnyy0xJYSQyDQ2teokkFaO27f1COyVSpJiotgpEA5Wx0u++uv/gMMbTyGEJtqcvJqO3La+wQWH1RYtHGeP3mEx28N7R7Q5Q0wc7O9zsTYoKVlUFqm++6mzPxQZQAgxSymtL2//+8DzKaW/JoT4MeBvME40nwb+Vkrp07/H+Z8B7gJv/q6J5t8BPnz5WH8R+HMppb/wnV7PrCrSf/AvfhYfErt7uyTvWA6euZHoPGdoO5re8drjE/7VH/kQX3r5mN1ZhXOe5ByLnQUxjvFBIwUnFyuszfAhQJIYLcit5mIzFkWtklgzCsGM1my7gdJoTK4oSKDVZUQ6sZsJztoBqy25Ubx1tuJwWjGrSv7OL38BZQ0/8cJtEpFS5yzbll979V1ya1AobKaQaI42W6SQQCAKTdf1uCSYZJroArP5glxHji425Eai8gl951CpZfCB3kcWZYYUGq0ldRRYqTBpYOvD2PSpLTf3DnHK4LoNWhl8isgQyfKMPlvgXcfVJ54lxkBuLF3fcn50j6HrkMl9+33LNJCURSnF4tptluePUdKhlKFZr2l7x87uHt4NDB6MSCSZUDrHZjlBCCopENKyWh+PK7G9q0TXsl2dYYVk7+b7yMsp5WyX5cUJENhuapSSxJBwrhthngh29q+w2a4ZNhdIJDIzpJSQtkSkiO8HICBtjrEZVVHinefv/52f57nn7UgLFiNF1yVPJjRIS4wDikCI43ZO8KMyNwWPsgaNIomEsgarNLuLQ0yVs1mtCH2HlhlFrjBm7L1wAowuyPKCrqvRylBWJS4GUkpUWpMXltYlIiDLOZ/4+Kd57be/CCnR+EiIEZvll2GRQBg8q+U5n/7Rn8Kg+JV//HeRArSWTDOLkoLtEJDJ46Pg5gc+yp03XsJqy4yBumnYzXMebzYc1Q3TyQTXD4ToKHUiRIEfAsvNBUHnzDPDWdOymExomw0+CUISTJWhcWu6zZouhjF+P50RQ6JQkkpYHmwvyEpFve2pipwYE84J8gxee/k1Pv6R56g3PX1wTHMDMeCdJ/pEnyIhSHZmBcE5TvoWAeznOaumJ5BIIhLRSJHwOHAgIigtKYTkwg1UUrNTlSDhrOkpMkPdDRSXhXqrNftFwTNXp3z97imnbYcQEFxCXw7eSQAhjJppI/B9wFiNEmPOSDBeEK67HlsYXOcQUmBzjQqCuuupyoKY0mgPGMYuBhcDJi+5cvODTHZ2qU8fcXH6EKk0hpEZCJF6u+V9H/okeV6htCArJ/iuZnOx4v6D18mLCaFf89Yr7/7RJQN8a5K5PCrgW7PWTwI/m8ZZ7EtCiIUQ4lpK6dHvOv9LAOMC6P9y/CTw+cvbPw/810IIkb7DrLhbFag8G7fLXI/NFASBUmLsCUmJd4/P+eD1Q776yik3FzN+6bdf4Qeeex+b1nF3/ZD3P32D6EYtqhQKJSUSRRcGPvbsPl955YxA4s1Hx3z86essty2L0uJColSQG7CA0iMduomJPiauLEpMUTGEAZkMH7x6hXVd07ctudbM7bhK+PWX3sWLiFaa64sZQgg2zdhzc2U2Z1JkrPvR2VFI2N2fsxxAxwF/yTGripKq9SitaLuOndLS9IaQAk9MZ/gUiMKMMqSQyDPoAiQ/KnulhIcXZ2ilMEoRFSNJ1giWTjMJFxAjfnmP1WagKjRBKvp2M/p3hh6pxhDGkAxaKrTUnD+6Q99vKYuK1g9MpnMkK9bnx+xcvY7oe3zXsCgq9OwAP7T0XcP5ejumwvrRm3J+NG7hZUaRbIUjMJeC1Z2XqZ1jCAo3bDA6Zxg6YgCX58ToGeoVIcRRkVCVYzqpmEDfMoSI8B0ojVEKhp5YlDgX+PF/8ycYhl/A5IZ+6BF+BBYO0WOkJ8ZLZIgIRAkJgcaRlwWd8/TJYaVCxIAxFQJP2G7BexaTkjZAQLDIcjrnAIXKS/JMktkZWy/AFCiRMMFjyoo2Joqppe0cV+c7vPjib5FSpHeOP/Mv/WXu3XuDt199iW3bo7XBu4HnPvQx3vjKr7I7nY8cMz2CXtdNT2415WRvBMyePubeK18dzxtqzhC0znPWrfAJtDbkUlJkcLEN9IyunT62bAbP/rTgYtuQp4Ft78ffkOtH/TGRXM9pRMNunvG4aRFDS2lyNk3EzD2zUnOxrrl+9ZD3HlwwfqKCO2++wxPvv43wPZDIjKQLnq7z9MOAVYLWRZQ2GBJBeAiJSOR4U5NEQiKwxuBjQqdEDIreD2AkcXC0QlJaw+ASy7YnM4pr04LWeVYpjrBbm9G2Pcu25+3zJSlGCjtGoUUGISX6IaCMxMNo8kWR5YrhUi/d+QGRoO4jkzKncR6bGfp2wPsEMqGVQqQ4MvxSJJoASVDOp2hdMWwvOF6fMp3NUdrSLFckq6gmJeiM1ktwHct6xWSxiy0qkBlCeq5evwmrmlhM/m/H1P+3jj90jeZ3bH+tgB+8vPsGcO93/LP7l/c94vd3fPv8lJIXQqyAPeD093j+vwr8VYBFVVBZQx8CTfS0tWfdOvZnGYvCUhXZiNsWjAO7c/zox26DzFBKsy8ltyYZSxt5cLRmfzHhzUfn3NiZomPib//Cq3z69lWmOuMTT13HGMVOmRFSYl5o7p4dcU3sUVQa5zxfeOUdPnB1lyLPubfJeO2d9/jE7afoXA/KUGaGde/4oQ/fxnvHr7z6FgfznHU7Jow2vSYzkuO2Jzeah5saIUf2FAJ8FDROjmyyCNcWFWuZ8c7ZksNq5EL5pNgGyeANVikeLmvQAm0MNtMk17JtBXmWoZSjNJrWaVJyCASDD5fOj4y5ytDJMwBJWi7OztnUWxxXmBQ5exPL8dkSQUKGlsGNvSi+T4jJjNlsB5PnBO+YTYoxRjzdIZslsmJG8BeIrKBXE6wU9H1H1w1InZGCx1pBCANlMcUjycsCmxdsT445vXeH4D22mjDULd53SG2JIaKUpJhMSWiiD+RFPsq/kiEvK1KMOCGxmaVPIESkbzckDGF1gZCa3Bpk9OhBIITBWoV3DqEkbT9gbUZZSgYXCIxd3AmJ7z1IKIwhEglBsO2WCAFIjVSJundom+Ok4iQJ8rxi/+bTkBL9+UAY9lYAACAASURBVDHzsmSiJX3XImKgd4Fm1RKzCoTgT/7wn8X1HZ958v30g4eoadePeOnLX8IWBmPykYwtBCcP7zKd7XFxesTUSpqo6BFUuQKbszCBTEGzc0jXbOg2S6yC3A+EPtCISFZM6d1AmRk27UBpDF3fsk2JzOTkakXbNWQZiF6ipUDpnD2VOFmtqQ52maQMNZtxtL1ApsA028Xkmp2bt3n7m1/i6m4FNGxXAzIKHt5/B4Dnn3uWQgaqacHJcouVgot+wHuPMYIhgM4VWgoebdcYqUmJsbdeX5KQtSIlwWFpOa5bhGQke2tBSJIoBRFBkBGTSQYfOW0dhkSmxv/jwTm+dd2rlMRqOSbnCkXf9ICgykYXUWQkMcvIOHmkxKYdRiq4ldg0Ej6Mi4QwBgFiFxCVHVsMhKR2AyKNBOeUINQ1RicWc0PnAsvHD5hO5uhZJABDNBQmJ7oLHj8+oshzVNag1TnzvRuU5fs5f/A2bm/C8vFbv89h+Z//+I6bc0KIXxFCvPx7/PlJgJTS30wp3QJ+Dvj3vnXa7/FQf5A9ut/3+Smln0kpfTKl9MkqG6/apBS4oee90w0is1zZm1IqQdt5dndn3DrcZUgJYTRVVgHQh8Du3oR/+OW3ODrvaPqAVJqDWY6PsNr2PH1Q8vB8OUZTlWAYBJnRLNsWa+CFG9eRMnK6WUKMfO65JymtphRQaMELT9/itG6xVhPjgFWK33jpXUDyT1+7S46iGRxdM7BuehaZpQ9wOK8oi4LCjsXRXGmmmaGwGh8iZZbjU6QVGtG3XK0y5tZQlaPqeaYFt/YrtBZUhcFIRWUT0UWkGKOTXgj63rNpPS50WBI6em7vzbHWoJRBaEMnJI2Di80GJWA620UpgQ8DbT2QgibLDCGBUWM002rDzmSGzAo0Y3He5jl5MQESKYCM4F1Ay4z5zg7bizP84JFCklmDTOM+g9Sa3Wu3yKwmy3L80I2Imsuit2s6Qkp4FxEhkiKEEMYfMBJhLJKEMjm2KrB5TjFbkBUVWTFBa01ICa0sRhsyKcnzjLIoqMwIKhUy4YIHwIXApChReuRniTh+faVMEAV9SpSZAhWRQqNEpFAWIQJCRa7sH0A1o5oumM/2mVlDOdvl/c9+lJ3ZjC4GQhzpvUkI2kvLIkISh54sr0gisnP4FHUnqRvHo3uv8NUv/hpOwHTnACWg62qiGGP/0Y89HIXJMDIy0QJbFGitmRhNGwLNdo2JnmwyR5c7bKMCK0BZDKOyYO0l5WRGLwBTkWcaHxxOarZtg3eRTBumueZ6adnUG2RIHD264O7pBet+QAvBCHeOtEPDr//Cz3H/zttjE2OU9CnxxAvfy4//+A/zJ//Ex2iGhpgiTT/gCSz9WGN0YQy/mMxQlSU2zwBJ60bumVCC/rLdQEpFInLW9lgtSCmiNeDBB5AhoUhoFMtNj/cB5Qcu2p4k4fpigpQCJSWJhBGCEBTWCvzgSEIigUzKcSsUSUwjIy/GAAqsEQxDIHVxVGBEyHKNFCPmKBqIl9uig/P4MDbwVplBGkkKia6pkTanKCqK3ass12e45C4JDCVNF0ZEVYgIlTGdX2W6uIZvN8jNKeiC+XwXP/wRCAOklH749/lYfw/4BeA/ZlzB3Podf3cTePgHeF3fOv++EEIDc+D8O50UU0JKDX5ExnzkSkbXRFYbx92zE27tHGATrOoOqxSb1rHZdlyZZhxtWw42OZ97/iYnyw15VXK1lByvwPUjin7T9rz6eMlBWXJ1d5dMKwojeWZ/B5CctR5jDTkSqxR1VNhiShha+q7n0WrDpMj4Z2+d85Gnr3K02rI/KcB1XJlNWNYe5wMuCa7t7bAcPLULWKuIMmGqA7RItN0WkVds1g2HB/t0vSPfXdC6GsNoIHRCkCnDokz0KmNuFKU1rJwjSCiMpRs27BWW83Yg+FHtelhYlu1AMAqk4Y3zLfP5iA1Z1w2+H4jCMykmtCnhu4ZufYEVidJkROkvr+JHH0l+uYVmJxO6wY1sJ6lJvkN4j7YGP3j6oUECKXWcH90ldqPSwJgSIwS9ybiyf8DO4RO89/aLuL4lr+ZEPxB8GJ0u2iKygvV6iSCQhGG6mJCSvJxAwJqcnStXQGcQA/tXbuD6lslsQV+vaZsNEst8d5+m7dBaY8oSJQxf14Jn+zFCrqzAKk0I46pm6BJBDmRGk1xAy5EWrAR0Q0CmiFSCISVicCSfYYWh6z2q61n2PUZL1PQK8yT44i/9PbrBk+cZw95VmnpLLgS1j0zKKcXuAUZJtMl58/U3uHZliygXvP3iF1ge32dwAx/8+OdYXRyzPD8BpZFKcBoSC+exAlKWMy8KhJD4JFnVGx5FT9ONA7DOdzFxDILk2ZRNvxy9OcIT+oGYepZdRAkIWjHEhEqJyhraPmKNZTHNeXRW08dAMZ0ijCPPKowTLOs1XeuYzSoGF4mXhOcXvucFtk3NdJJzuq55ur7H6ekJS+dIAzgV2HqP0ZKh8ygNxmisyZBA6Du8B4RAyJH/N4hAZvQo+Il+rNPEiGe8gk0JUgiURhNjwsc01q+UxGjJdvAYpVAout4jk0QbgXBjr5dMgsFFytwyEZrGD6SYRj3E5YovmLGRWgRJnlnyTNL3Dj8EskxhpGF/b8bp+ZYoBNKA6yNJSlSSWCvZdAOkSGCsGS/PHpB8IN+5gdAlVZWjjCWkQFZkZEVBio5y/yo/+CM/yoPHFyi/5fWv/gba5LSrI3Zmsz/A0PzPd/xhwwC3U0pvXt7+G8APpJT+FSHEjzOubr4VBvivUkqf+n94nO3vCgP8u8ALvyMM8C+nlH7qO72eq7uz9B/91L+AHyJlniERdMNApgTr1mGtJtMGqRUCQRSgSkHhBa/eO2XoHTuV4bcfnvOxmwd8+d07fP/t29jMMq8sp6t2LAQzdhOTPCKNiZlu8LR9wFjFfFLSukBuBFEadIqESyRHjFBmhm/cvc+X3nzIc9cOKQvL6WbLeTtwclHjETgHV/YqXAQZM1JRIrWg2W6I0VFISVSaXI0FdC3HWtTFekBrQRM8CsgWVwh9zXKzZUIkCYWwGXXvSK7BSMizguQ9zjt6DLYoEVLTN1uEEgTGH0EuW5puwIjxfdnM4lMkCdAo3OBovUOkkUQ9yQvQ4JMmtzllNcNHR+8DXTtQ5NkoDWsb6m5gXmRoGXHKokyOkorpdE7nHEqOvpwkI0PvxwSVHxhiopzN6OoOKTQ+Opp6TXIt851dEgpbFuSmRCjNfDHHFDtkWcZ6u2Tn4AYhOvqmRqZwCRHtkUIjQgtJMJ1NiD5hc8tP/3f/Jc/HsTDb9h4tx8ZURCREjzXZ5SrKEy8124qxMN87j5QCqSRFPkFoi1ESlxIiSWa7O/imHVdNxYK9/UNMOWFYn3Nw4ymms12KqmB/cZO+WeF9TYqK8/PHzOY36bqGbX2GAkQxY3P0DiYrcc6z3ZxSLQ5ZX5zw4Sdu8OjomKUbSC6QX8Z+axfI5gus6zlpez52+zl8UfDgrZdJSfDg4R2qYsaQAso7dHIYremCYts2bLdbrG9Ydx1BQlVMiUDbt5Q2o+k8i8qQJ8nDusY3q3Grz1i0Vrz96mt88qPPUzfdGDJRGqcSQxeIREQSCAkShU8RFwLBR4pi1LQXytC6jis7C7Z9R931+CERLgvpRgmsFDgfGEJEC0GMkIQgpDB6hYTAaEmK4tuk5RQTZZ7TDw6lBL2LY42SOBb/g2EyVTTbDqMlJMXhoiR1nvOuY5pnrLuejkg/BIwFGRUoGAaPMRofEkIDfSTLx9poFyMGgY9pFO7FSG4znO/pu0gxzQkOKmtwyZPPr7G3dzCyALcNybfgEz5J/txf+Q/J4kB90fD2m9+gW19gVKSoch7evctvf/Wrf3TDAMBPCyE+wBhvvgv8tcv7f5FxknmLMd78l791ghDi6ymlj17e/s+BvwSUQoj7wH+TUvo88N8C/70Q4i3Glcxf/H29GSXpGocPDh8FRaboXGLTdMxLS+cCNiuwUjLEwOAiLBOiyHj/lT1Wfc+67vjs+28xLQyfkO9j2dbsG8nQJzZNw5v313z62aucLS84mM0YvKdPIxV1OilwblRBj9wzwabvCUoxz0ajoTASKeALb97jU09e42tvP6ZXiU8/8wTLfmQ+zYoCM5P0MYLMCNmELLf0q4f4dmBR5ix9YKYlM5NRWMGjZTcWp51jYjN8SiRZUsSOFkGmFJumJwjYLQQqjpMBSeBTwqpIlU9phWW5rZnYQPDjtoEQ2dgPkhw6JryUxBBxzYDJzNhrIjzBeyqtGZKkyDRDdFgyMpFAjArq4P1Ixy4yZosdLk6OUDEyLTK2DqRSiOBQrqPMp5yenWPsuPUgGakHIOgbTyQxmc5JCYqywJqcpu/wXYOycybzA1zfU83mmGqCkJZyumCxf0C9XrGzt0ueWc5PzkkCXNejSgNpoGlarFFUuRpNkYVGKgODw4lxz3ncgx+b3WJKKGm/jYJHaYyxEALxcg9eCEiM9QNIpOgYkkZJMZont0tgpAZfu3UVpKIUAp8C56fHTKp9pCxotks2y4d0g+fi6B7lfJe9w8Rq1RE8XCyPmc57pM7oh46L08fEEPDDPYIPHC1XJKWwwTCdFXQkqskh08yy2qyp+w7nPHcvlkyHHu8HtCnQQqJMBX6D1pbQDMjBsY0eYkLEnvN6izGWgGHTNChtmNmM7XaLyjRHy4GdwjARA3USBK0py5KXvvENANbbhhAE2ki2jWM+KbBWctE1uBCotB113rkmU4ZW9Bit6bue1ndc3d1lMZuzPToiJQEijSuuOPLnBhkhgUIS4sgB9MEjpUJeopu0VAxh7NIPIxiZ9tKw6qJHSIlzEW0VfR+YzDLC0KOkJERJVWjOupYJmqkxDG2PlYreRXKtiCSywhBcJMqAFIIkAiJKMBKpNV3roRAYDDGO9AMjFV3fM/SOsiwgwWRS0jUdUSgyKwnR4T2IEMCPVPT51Wv0y1PW63M2yzX/J3tv9rNbmt5nXc+4pnf4xj3Wrl1VXT1WuQfbtFvIOAlBCREoBxD/AUiRkMiZhQKHnIA44IRDJAQCCSOUGJAFRMTCNomduN3tdHf1XN1dw9615294pzU8Mwfrk+CASAlSI6uV92hr7y19g971rHfd9+93XVYEmspSWss0jFj955zeXEr5t/8pf1+Av/VP+bcv/z/+/LeBv/3/8n8m4Df/P3xDKCXQ2uJCZD9FrBYsqg6f3ezbri05Zn7tnRP+5PsvAck4OlJKfP/Rc77w2m2ayjDkxBsna3wqvPfRU5ra8vfe+yklFj51b8H/9Kc/4N//a1/FGIMMiRglV8MBieC3f++7/I2vvcMPrrbcO1pyslwyhYysFH/nD7/JVz/9Oq3UjDGDkagU+MPv/YST1RIlZxL0xkWiaJAmo9Mev+/ZDJ62adj4jLnZrl0ME3YSjEWglOZ41TDGxBgFqyaxDTMT7UhLDlZzSAZNzVk7MXrB88PEkVrzfHfg/KRCy5GlBhEGKiLeRY47jYuRSVScL2su9jtKmbEZOkZIiiAzTW2orMVMmXjDnBp9oK1q6qoml0jXVGzGgDGCw36Hy/Abn37A3//+h9SVou9HSgkorQk+Y7RClhqlLTFmjBaYxQnNUgAaIwu6bpDKIqSkWi4paZ7FF11z77VPcXbnHq+eP6FbLtHKYKwil4wssNtcUncNoBB1S8meRXeH2E34aaJuKk5Oj5CqJqQMP8vItxVKwOAjqWRWdSZ5Qe8dy67GOcdXHpzy8VXPiMcISZSCFAuVyuSkse0SRGYaJzpdE/L8u5Z1y9HJLfL2kqFExpKJEdpbNc9ePsb97Du8+Zl3CN7z0Q+/g6o67n3+01xv+9nyWbdoq4njyOXmFWO/wyg9t/+V5eTkiEkaPveVL1Id3+PFBz+kng5s91v2F5f4zQ7nHfdPOpZnb7C/fgRJcOUO7F1icbuGzUgSkmIkF4ee0+NzxvHApkRMVZGFoq1rrLHIXNhuBszyCLcfWFmFnvo5Ht21OD+x30/ce/Ap1p2m0ZY+jcikkDUcxoEpRySFzlTzJ3sFp9rwoh/IEaJzLKuGKXhebre82G5IeY4ZV60m+UwhUrQgB0g5IZWa+5qq0CpLiPMTkgBG7zFaIaJASkVbG4JLuBxYVJbKal4kT6VvPkwwTwOEnIMPKSdSLlz6kaPKkIyen8ikIviEymJWpyugzMRpJaHkAgWCBYVmnAJSz+XUkiKhzJMLoxRBFkRI3FpXhMnRth0Xrx5hdive/OyXafvVTBhwA7tPfsqmHBirFYvT+3hVoVsY/cj+MBBU/c991P7zvn6hDJsny7b8rX/jL9LUc/S0MpowOr59ecmX33hA7EekkJyeHDG6gI8BKTWSxOOXW1aVBqGwBu7fWrPfHth5uNwd2E2B4D1Hi/nA+czdc2QqvBo9lYWPrnY8PFrzd//ke/yNr31xRkyQWXctT7YHXlstGEPiR5+84uPthmcvZytkKgWf4PWjNWNJXB4Cy/UxPgqsgEhgJQqvn6349rNXlKQR1iIRnJ8ec7XbUxM5aisuXUGnmdsktCKUxOnqjIvNhhImlpXmRR+5fXqCGHcsF4Yrp2lwXCfNeVvx7GrPNPUsrcCnzGbMdF2N0QapBNKP+CxYdiumFBiHkVwS66YiImisIRdBFAKhDH/9c6/TtJbf/dErhmHAxwJCsOhaco4cNhsUiZgzSiukVPgQaKsG2TRoqcgpU9f6JkkjaM7uI5MjxoJuWipjELZGCMlyuaLfXWG0JqTE5778VZzPDIctBEfVLamajqsXz9DW0jUGbY+ol0uCnxBk+t1+js3myMnxKdZYYgz4kBinkf/hP/8PGXrHYlWRo5g/BStBkQpKJoaEkJKFlGQlGH2gNhVRQE4RCiwXa0xVMUwjQql5v0RBKTuPgdqOqqnYx8SiXXP79bfJRNbdLaRpefr+nyLXZzx4+A4lDByun6GP7lFrw9P3v4EbDtTKkHTLp97+LJ9cPOPOvQeQIkYqrjeXvHr+GCsibhyZmPdYddOxXiz59Du/ztMff50Xzx5RH98mXD7lxeRpmiVGSYoy+OGAGwaq1RqVC6+ef8DU76mqlsPkqUWmqzV7H9ApUYmJFAWLtmPyjsvR40JgGBXrLt+oyiE4z+gjlTVkIq0x9D5AkVgz95SC9xQpOG1X9JNjjI7GWELJ9JOnqixSJqIrLCqFC4W2lsQIez9QikAoMSvWS8QPc5BgcxjRApbLFqHmXpBz864NCTnO4/HJZyqjsFbTNhqiZD9O6FpTW4kKkBKMIVJrga0tm8ExuYAugqJnU2/Ome7kHIPHTTPVHVkoGYyW9FOYfy4ypSSkkeSpoM0c6lkuGnIJjDnM+JqxcHbvTVJO2JJoraakiVQk53ffwMctvZcIoekDrLqaiycf8e1vfevP9ejsz9VLSUnbwnHTMIwjpMjJ8ZLb/YjJYKqKX3r7Lo+fX7NqLZ+87KlrEErx9r1zXm62bA89x8uWq01PFJKYHR+92PDuG3cYXWIMEz/96Dn/+3sf8YV7K379858hpsx3f/iMPy4f82/9S1/Ax5FVXWFVzW//8Xv85q+9Q/COjObB+YrvvXjOUWN5MThSKJwer7j0nrpd4uTIeZo4t4bLYcKUglzUPDuMvHXnjJc7h6w7cpZsNtecLRq2TvN8CCzUvHeSdm6D5WJw+x23GuibU8JwRaMlJUYihav9hFaKZLuZeo1CKThtFT5L6uWKExsYhmtakYhRsM+S2+slOUTq+aGCnBUl5VnfWwRBSk4aw4v9xN/59o8RRZFknh3uQqGMxdQNWhtsyfiUcd4xsxkt3m0RxgAzty2lTCyS9VKh5ezSIGaUrVk2HVnNQroYPGHoabsjkGCEYuwDQ3+NtgZZLQkh0y41q8UKqQz77St83CAua47XRxz6PeTIJBVHq2P67TWT1WhpaboONw24FOd5elYYYCLgU0Yi0QJ8nFvppmlwISEVM3BSFqzU7CdP60dkmUVdJUR8jkhhkSIRU7zRD1ScnJ+wWL/G049/SC6K9Zce8ORH/5BdMnzq9j3ctEG4HaI/ENqRhOP5k49pmpZsIfstjz76Ce3ymEZpnjz6KcXv2Wx3GGPRbQ11NxMNdMUbb32GcXPN9/707yFtRXd2j5VI/CxEjtoll5fPUFXH0WJBpzIuTwy9oZJQR4dQkEPPSs1pspwLtSicrDsut4KkE4csuHWy5vLJJUlL7t+yDPuJPkeCj6xOG8JVIoSbsma6UQ4Q8D6z6BqUVAhZ2LoRBRhj8CUDiQenC4YQ6WzDaBwuRkwtZ1GgSIissI1imiKBTEwKoSWpFNojgxEGiYGSOO0WDLXDjYGVUTgJOSSSmiPMmcI4RrQ2aG1QgBsyIc+UAi1ni65PESEURkl8COg8QztDmmPPBUNV10zjRHARrSVOFGQuJJEwRpNioRRF1SqyK6iqkMv8fumEYlW1XE57Ll9+yMmd11HScj313Do6ZRciLzaXyBSIKJIxLJa3mK5fcfLwbfjWt36uZ/MvlGFTK4nMksPQI5j7EK8Gxxv3bvPph2dopXjvgwuebQ48vdyhjeUweEROCAmr5ZLXbp0hpUFIi4sZoyqKzTzd7FEmsqxr3nz9lJNVxYeXe/6bP/ozvvGTj7kukVLgf/7GD3CxILRhO44ctRX/yzd+TEgwThPf//gFX3twjy88vMsbpx1aKb704Jy11eQQOGpgIedlvtDQLGsCEu8zucCy1tgSyf5AKoLne8+q1ghlGbJkilCKJuZZX5tFYgww5XmcpWSZxzQx4hNsombC4r3ger8ljiNFSMasgEghIlNhcB6fJatK0LvIVMq8FJUQyYw54GJmHyI5JsYxUkJEFkGRheACOXicn8jRE8ae4EbGmMkpY21DkZqUPLkIbN0gVYNUEm0qamvwReEzxDAx+kBKaQ4fSIPShiIERSuKEmhb06rCcLgkp0hJglTmjJEbB8Y8++kn76iLJ49b+v2WODlKDDQyE9I0Iz7y3FsqQmGlwbmIUGLG5ch5B6Pl3E730SG0ZLWoiTFgtSLngs+JggAFJ+slTWUJKaOFoog4q11KYsqRLKBaHHG8XCL1kpA14+Tn7k3yTCHx8M0vkkIhesnli5eMZSL111z+6FsslCSNB9q4pckH/PYJw8UTPvzBt7i4eMm29yyWK+z6ZNZJMCcEdbXg6uVzwuEK062o2hUmep5tD9imI/meo27BSiVqXQj9jrNaY+OeMLxE50QsGSX1vAdRijEG2triAClhYTS3jmou9xmsYWEUbvBYo4hAWxv2m5HaSura4nPEpcyQAkZYzroaHzykmQLQNhZj1Nz0L4lUCv2QmHxg5ydk1nNgJ0tkkTfoHkWOkAM4nxClICqDEAUmCGNmnDzHleGy3xNGTyqBq8njYsDnSBESrQu10Sgh6aoaUylShn4cSSHNoYxcUDflUBdmU6u68b/kUhBS4IbtPFZLgcXZPZrWIo0gh4KpLdLoeRQYZxxbEYW6U6QsCJOnFgoN9G4G2SYJC2VY15altpx2NSkbSowkHxGqRpZCiZ7F8TnT7vDzP5t/7l/h/8eXELDtHcetmjENYUaJXG97fpozQmiiP2CNQQhFP3mSKIw+4tKMfj/cMKxCCgyj57WzFd/75BKrLvibv/4Vrg4TR13Dv/sX3uW/+IPvcjVMfP/5S6zVlAy/+dV3cePEq+st7z19xRcf3KWg5zimKJzUmj/48DHvnp/xxQev86tvKkYf+OXX77FYdDx++pKxCJqQ2KTIumnmR2wkrarY9Dv6aaQymnUlCRk2PlJVDbJEWr2gdyMqQ1GSUBqUEgg/ct62+JwYTUUJHi0F627JYtVxuHhJnwbW65pne0dbtchxJHuPqRTaaFyU6GbFNHpSFiAcOglULnRNzZQS5Wb8kZPnuK142TtKjIhc8GVmVwXv52TYZkKqispaJjdgjaVoy2m7QDcdOhVstUSUjKoarl89wwtNqy0SMATieOAwTQgKpq5ROSKiJhbP4uwW07DFDY4iFFXd4txIchOqqknTHmVrDt7hxj3D4UDdLVgcnaDqGqREGktyA2OQhJiJMfLMGN7REmUMOkukhqEfKVIAhkrDYZjICPCzkbWpKyojiKEwhIR3EWMVlRXUqsO7REKiS8FYy357iR8PqHFgfZzIzrN++BabfuTWG1/meGG57ncc9iOvnn5EKQnUE1qZ55SeKshmzav9geOmRhoBYY8pjro+gRwQIVItTrAhY1rL5fUON2zRSiHHCwqaVmQqXRGmA0YJsjKEIBh9plucsPWedROJQ+ZJ3jD6hFeCzhoSoJRmM0as1dijU5QofLxJdDZRpkgI8wfCwWekkqSSaIwCMXPwhBAILeikppTMJmYkmZ3LHDc1w+SRsrCShkMOKGvpDwNKS/yUGWM/u5iiY9HUiGgoyePyvOup9IwgUnmGvzZddeN/2fPkylGKwNQWokKoMkfbpUGTUFoSXCJQ0LJw3DS8mvYctR1RZZbG8PxqhzaSpW0oYS6fCqkY/TQ/wWtB2zbktKeuz7n98C0+/nDPtB1RdUEo8EPALgwizaBNUeZO0J2jUyoRGLxn30+sbYWxNat2rlTk6ghhKh5vRkqJ/7csUQlKhN2rR0Rr6Kf8cz+bf7FuNAgOMbCQlslDZyxTTPzgo2fcPenworC09Sz5soaCoKss+z6w6DSPL685XywZY2boJ06Xhv/y//gmxij+6uff5EePL/hHHz/jX/vMff7bP/4+L/cD66bmqLM83vTonPnj733A5x/c4mS15u1jR20MSorZa5ES//jJE3799Tf4+icv8TnzlYev8a2nT1nSoC5GrvLI1mV8TNw+XTOW+RPLq/2OwXsIkYWWlJQY/Fz6NGUePZUsiALqWtI2NX0KJOFZ1i1TKAwpEVKhko6jruKkM1yUjiZ5VkcVW53ZTpHzDadQYwAAIABJREFU1RJTIs8uJxatxdYVMSmm6NnvDhzXGucCIc6jt2wMB5/JJVIrSyYzTIGBgEhzckdqMMJAjvTjRFcylNmHogBKppSATIKkDeuqQgpBPzqE0PhhQCpDrRRSFKqmwWeF1hqZPP00cWt9xBAiC5lQyhDGnhwTUmuM0lgl2B+2iOUR1giCB10iMXqWbYePiavnjxgOB+7cv4/zgeRmA2gqirNbt3Bu4Lf+nd+C//G/JsaCsYYy7KmswhiFFAafM0YJ9uOARIBQlJDwCXqfqeuaoiBlwWEM3D4x+JBZW00UFmA2xVpL9I5xe8H57TuY3OFefcjT6xfs2gaf0qz91oIhCYp3jCIj65bXPvuryGnDF24pNkPPYTiwtCtOl5YCuFRhbYW0NQ9ev83gIovuBLVYcX3xBDeNSMF8YKWC1JojY7gaHdpWGFFYnd6jKYlHH/6AW12N2Xd0NuFGR0hQdx1TjNRtg6hawjixHwdKGimpwtqOnRs5bSqKHNiHiDCCkKBTmkSmJJh84KhtOKR5V9JUNUYV7pwueHaxx7vEWEeUtIhUqGoDQhJ8oq4NMRRsUbMtNBV8np+c+iFwGDzLhSbniFSKMDmii6RSkOoGNhs81lRkkRFSkkvCSo0SgonIsrHkKfAqDRSRSWouQ78a51CLERZdW2qVKVmw2++RQiGsZLk6ZfPqkrY1N0RnjykNQTqUSPgp0qxrcixknWECas2q04xlJMd84zySiFqj+8LRck0qgs3+gF3OTi47TVxeblktljg32z8RhsMUaJe3fu5n8y/U6KyUwklXYwooWVjWms31hp0bcSHiR4cukuNVxaKakSy7fqIkR3/YodIsNLNaMaXILz28RwyZ6eB4te35/Z8+IobEqml4sh340t1TjjvF3nssUKTk3mv3eDmM/N5773MxBMaU2buJq2Hgk6trfuOth1SVQhTB7eMj/u7Xv8tuN/HR/orLcaStG4QQVDeH034/UwLayvL05QYlC5vJE0QBrRmTwErJyioWtZoj0QV2IdJKjU8CnyJjiowe6puf2ZfC9Zhw/kAKEwcXCEWw8xFdIpVRnK8XWK1IeskUBcenR9Rty/PDgabRRKkpWnHIChcCi6bBp4h3E1oWBAlrBYtaIIUkpUzOsKo1xU/kUkh+wqUEQs3gP6WotISc2Q8jUksogRLmzopLCSPNfAMBbAnkG4W1G0dK8EwhMroDu+2O4DzeeYofOGyviTFScub66SOmwxY/jtRVjVkcMbmJWEApwX5zwXD1gjiNeD8iFPPiu+5Q1YLvVw11t0RrQSQTc2bymcMwYhCkkMihoIUmuDnsEHMBCrnMxAKpBY0WvLrao2Vh1w8EF9CiQMnklACB6w8M15dsnv2Ily8eU0JgP3iGCAmJkzXiptcVc5wZZqZju3nF5dUrKIKqaplyQlcNqm7wfmTYXdDvtlw+f8Lzj97n4uUjNi8e01YNt07PWNUdSz07UZSUbF3EK8VYCs3xLUroCSVza9WgVUVtJX70KGPIWiGkRicPaQTfE8cN67aQpoHN0BP6HYaRHBz9TVckuEK6GWsaocli5n1NJYGaf3duzEzJ82SzR5dCbSG4wmEcCYQ5uRUTSkmmmAnpRsMtZhxNddP/ahpD0xkOYyDGuVTrfZrHokZRSiGVTFYCZSSVmZOPIks6WyO0Zt22tPUM3l3WdoZ/+jzHh8kzINZoXIpQJEqA1hqfIinB1ctXZFHm0XgK7LZbuvUJCEsogoyeYZ+lzL4kLfBuIkeBiRIpFW/cPqUUwfPLA+3aMgwjo09sRsd+GqAIfHGElJncQM55NriqCtO05DL83M/mX6gnmgxMU+S632C6Je8/ecJmKHz2zglTzJx0LR9cXNLVpzSLFb/zJ1/nX/nsW5yuVlwPPYf9nuOjJS+uD3zzgyfUAs6bmr/yxU/xYFXz+bt3+e7T5/z2P/oBf/ndh5QCbzfndK3hv/sH36PqFL//re/zq2/d5avvvMHv/5P3ef38BCUVtTAMRUMxfP/JK75075w//fHHtLXBWkPqI++8fRerBINPeCRFKqqqUNcVY5IcncxRyUXTEOM0jwa1oJSIC4kioKs0UdbIugER0RHuLVqeRM+2j0glOOlqhqIYXWBRa/pp4tUh8eC4oTORsTom5sKWnhw9tt+zahSH7TVGabQ07LOawZx5xsRIa+jHObGTY8bnuUdEyezHSNW0VJWcL2Rx42IvAqMNXfHo41NkmDjkgJ8y0+SxqyOyLzg/kkri/OSIvg/EHBApc/e0mZ8ktSKlQoweISu0mH0zPgyQBUIohu2EyxFTr2YSwTDgEdjWInwhZw/Zo23LECJ13bFYWLabKxbNGW3b4caR/f56xuH841eorx7PNxY5HxyilDlirASTiywrQywFITNKVcSc0baixEyQguIjxUpCyoTNAWMtxiR80YQcED6ipUZWFVOY0DfuGJ8VbbNExXHWFKcBUiL4CSUtD3/pX6UWA6/GA1HM7XQyGA0uF86WDfuXI/00YAv0JZOUZFG35GnH1e6C0c87oYerBXdWHXtv0S5Qxp4+uZk599qnOTz+GYd9T1tVdMf3ub/a8qMXL8mxEFNktVhhlKAyhsEJetezOjlhv9lSSqGpW0RJmBwhSYoUaKUYwkRdWVa2xoeEkoJaCvbRE01BJ0UKibEAIhNCRGqF1ZZxmNBGk0NGIxlLxErQUqKqipwyWWgqpYjJUyrN5CNKG6RKFPLcCxISbfTc8EfQVhVTShgpKUKzMILt4FgvK1w8wASnpytimEvIRhtiDsgS56falGZ6dVtjjGaM8/VLZqaBHy6ByN0Hb7FaHvPxo4+pVplbb7xNdXiCc/DGl77GN//h30fKgk6B0UUeXVxTLSrGrYSU2Q1XHN37DGdnLVW3okzX4BzrtsULS9MuUETGYcRIg7Ddz/1s/oVSOf9n/+l/8h+98/o5TitqMsu65q07x9w7XaPqGpcTd46OCEIgpOCN4yN+er2nMRYjFU/3B+xN3Pve8QqE5LXbK37nmz9ACsnmMPAPfvQRxkieXg3cOW0pGKJQ1JXkaj9iGoMPkdvLFb/xuQccLwyNbfizR895stnxy/dPeO/JhkPJTN7x8OyEz9y7zao2tF3HRe95ud1RK8W7b95HItj4eemuUiGqmro4di6yPDqlsZJhmi903R1TisWsTmilZLPb0Sq49HPrWWlFP0Uu+sDdZU1IEYHicnLcP13i7AKXJcNhS8ER3YRRghgyvcssG4UkE7OnEYXOghCGIAqmtRAcOQNSIZSAMqPQjyrLJBQpZLSQMyVZS7Q1IDReCKaxZ7o5UNAa4Wc3Tu9GBGmOig6eLKGqaoQy+Bv9gKwqKluzPDpFS03MDi01gjIf1FLS9z1JKFRy9PstMk0oa2e9cJzd9Fo3IAtHizVJS9YndxB+QEhDKZ6YEv1hT7Nc8fUf/Jv85Dt/RokTAYkoCl1JDJKYEpWRxAyxJFa1nbsPN9iUs+MOFxKgSDlBTrTLjqZekISAGBhTREuBNDMfblFb1osFQ7wprZbAOA6kGFBAjhFbVZx86h3W6yXvf/MPGNyIsi3RjUBE1QumOOHcyH6/BSHmxFbT0G+v6fcbhv2ewzS7m7RtQGgUEGPiVmfYbTfcWTQ09z/D80fvs9tdIwr4akEYN8iUKGkmluuqQSvNJmRcEThgYsl28woZJuYwueXBUcfzw46cQSpBQbLQmiIK/RSptMKVyOgTOceZvScld9qa635OJc4+GcXoPEoJJBJbzUywIczpvqYyhBTnsWnMxDJ3V47ahhAzioKU6gZBM/PkBGIu4UrFou1w0SOkZkqeddfQh8h2NyC1RCjJummhSHIujClS0nyNrGtLrRWpRPpp/gChpSCRscqAElhrsSEQcqAfHevWsqg7wu6KqGvGopEoFkd3Ga+eMSWJIXPdexZtR9VZQoh0SJ5eXHL34ducWkF/9ZKjpmaXFZL5HJimEYInhkAME8+ePP4XKud/1peSgjvHa4bJUUQhJwFF8HLTo6WhMRU3CihUVlSV4Wv3T5mERZQMYWYotUpRWUsWkt048YXbp/zs1YZFV/OZ10+52gVCiHz9p08xVuLjPE6jFOKY2PvMG+cLchH8wftPebk78Opig0byu9/9mNvdAtVYXlstuN4NZFGo6xohK5w7MKXM507WXF/tubwRuMUYaZaGhRQ8eelY1JowDQyHa261FXl1i2kasQvNOHpiuKaVmespUquCy7DojlDNgpWWvNj3VNJw5RydMRx8Ih6uUBROK82yUfxwO+LI3FnIecnrYWUtu5TpSdRSY2VCC8GwGxhzotYWIQopJ46bdtbRhkSe4g1oMmFvymmqpBk0WTKuZHKK3F2sOMSAFwbnRmJM2KomJEG9PiGmgJQGozUpJpbrE3JJaKOJwZFSREhACSrdQsn4GBF1x3q9ZvPiCc1iye76QNluUG2LUZKmWs3QwxDY764RSiNvP8Dpjjdee43dcGD/9AkIRbte8vlf+hK/g2N5do+y3VG4RsZ51JMoRF+QKaG0wAdBbeebik2Wq81IYzTWCF4dHBTBsTIkPxDzzNvCZ1yMxDJHUUW7Ik4ORKbEyOSZ5+wUnPMsasP5/bcYhg0/+sYfUGnDrTuvsz65x/XFS27fvcvu1WPGnAlFc/8zv8rdN9/mk/ffY7e5QBlDihFZd9iSsFXHom5Ya+gRDOPAcyER3YptAZ5+hO936KomSQU5k00N6zOmzXdpKk21OqcWDp0jry532LZh3L3gtJG8CJmmXqCU5Xr06GJuCpEVKyM5jA4pgTKPXWss+zwgMTgfsErip8TJaUWKmf2QcM5RmYrJe5SdAaMhR5rKAJK9HzHAwSvGw0TVWGwtiZI5Lq0KnZbshoiUmqAz0Ue0nTtQm34kZY3PmRwjz653aGnnNGMs5JB4ljYIOZ87UirqZUslJJnCq80ebQQrazhMkT4GhJAYw02/BqQ1lN2GSlds/cRieUbMDiVbSJln73+HFCNCakxlubzsOW7X+DiXUhWSIUXOLbz4yXvkkzVXY+TSSayFrrNsNjtsbSgiY6Um6+rnfjb/Qt1oYsps9wNdV/FnH73g3XvnxJRoreHlGDgyAqksCEFtbtq3PiN0ouTMp++fY5WiKoFNyogU+OOffIiIsKgr/urn30ZI+K/+6DsomQm5IJNkaRRXO8fd4462bnj/kxccBs/bn7vHZw+eq+2BX3n4Go83e1JJxByohObR1Zbbx8e82O1xITNcj0zZ8+6dM66DZxcySszwPKXABch5ohaB/jCijCOkSE8Hw4FSYJoyQkTcYUcQc89DoMimo16fQ9hRhAYO6CJYVYoEs3xKSQYfKBI2feLkZI0bD4SYyWRKnqF+UdY0Ag5j5Hi1oBKZ0QVM0kDGTQWrBL0PmJIBSVvPBkSfEwlNSRFfBOfLm0h2SogUObgJbS0rK3hxiNQSMoWmrhFixrw472dqbddirKE1Fqcr3NBT2Zau66gXR4zjAd8PjPs9tl0To8cYiwsBJRRJA34i5EJZrIgZhJ7R7kJA7Pe0iwWlPqbVS8YPfkwqkrbq+OF3/wytWganqG1h8hJdaabgqFA4FWnqioxg8B4DdLYiMCfvpuRxRVKrGf3uvZtDBEKQmBfRQmoWXU3IBksixkD0kZLm0aOUgoJgseiQ7TEiC1zwxOhZL0/o2sWsCy6By2cfgzZ0TcXRnQc0izP6i5fcuvsAKExjS4wBWRJV1RCLRBnNJ+OOCsX9kxNeTJlhu0PVFbWAL3z1LyNsRXSZFPb88LvfYNhdo5RGLpZYkbje7LlbSfYy4Q9bTrTCyFn2JRRUTEyloW0M1uv5QPaeI6XZ9QNKKSZfEASU1DgfqKymVZLGzhoGYTW1Bi07Jj9TvHs3YrVGq7l7BZkcNF5l/DhhGzXLyZLElcS6q3i22VKqiqoyjFNABPBJMPmRW2envPXl3+Di6Se0KjFtnvP45RVagbWGEPwsrHOOuq6otSWKRJKRFCX7fkJogRVqrivkiJUSoQVJJJZtRSRTcmYXHU0R6DzDQt02gXacnN0hbOHgJ7SUjH5CG8vWeWxTUFmQzUyT3gMnxjImQfADy6MO0rznqcnolMhSoeqGtm5/7mfzLxQZ4PbRsvzNv/Ir5FxYdB0WOISIEfCdZ1e8e3tFUTWN0TPdtCSy1LgiCT6ALKzbhilmxilxvjTsDyMxZ3788ppfeuMef/jDD9iNESsyL7Y9lVLcPlryFz//EK0V//2ffJ9feXiHt+6czEt3UXj5Yse3n7ygkoJ1t+BqGnnr9jHHywVSSJZG82LKLJWgM5r1asU4DYxF8nQz0WrJh9cbjpdLxv2e3o2M01wSC2LGVph6zXjY09Wa0XmkkjNvrVtR0IQUabWhpJEc41x6zBl1ww6rrUUQCXLWIuQcKW6gWM2qPcHFQN/vcUFAmWf0XbOiFEGY9hgiKReMLkxxXu6nDFqreaEpFFJJVA74rPDTgKkNVlmElqiSmUJmYTTdoiLHgr/hg+2C5Gv/8q/z7e/+AJEj7fKI1fEpi/URWYibFNRcltTNgrP7D7l8+ZzGWrwf2fc9fr9l7PfYesG4uySkyPronCIyvt/TdCtM3czgwm7BOE0YrXnzU5/n6cc/pT9s8MGTS+b+62+gbc1//FuOf+8/uObb/+fv0vcj++lAo+YW+jzbjwipqJSilEQshcpoXMhIURhDRgqJUgLTtKgUSEWysJpbx8c8HxKL1RoXEu1iNsROIWC0JSYPWWCqiuOz1xgOGwQR5wNh6LF1g05+lpSp2UlfSYG1CqmrG5HcxO3zOyQEIUdCijTtEmkrZPBoWRhdmEMbJGRMFF1zdvsO3eEV5fRNCgXbrYgodi8+Zj8GVNUgg+fJT7/Nya0HTMMzNpsDadhCEhQCU4joukZiOF6seXnxGKMkRndUArb9Bu8TVS0QSTIGj88JKyRSKTo7AzaNbXm12c1aNDWHLfbbgNCSyioWVvNit8eaCp88qsx7OaMswzhx1NRc7XqEUAiRaa2hH/084ZBi3nHlwtm91yAyj32lYLu/IE6JRWNYNw3XzqFLRuTCGCLaCu4sV4whze/Z2vDkqqeisJkcja24c7JkNzpG72bwZ8qkkiAJ1ssGZTqKqjg/PsHnQF3VKKPJPuCl4bDdoPJITg6tDAfvcX1PIwp0C2TTkpOmU8zCvdUZtgSiG1F1M8sdtaZu1vze//o7/4IM8M/62k0OAVij8X5G1aeYyNbwxsmK42XLOHmIhbqrMNQcrxqevLhCWc0HFxtIsFq19ONEzhJkRcHxlddvMUwjX75/hx8+f8n942N+5aGarYR1TdsaXlwf+Otf/hTWWJIwnC0tzy42bKdhRtIvFkwlkafEeb3g7nIBCIy1fOfRz/gQOFu0HMXEqbbzolAEnk7QNAuurq44rg27XEAKioSUMkoopNtAjvikaCvLGCZyyAxDj5KadnlCGAaG3RVeKBZNg60snS482w6crVv6XKFjoMoTSMkOQY6W7TAipCAEh8gJ4vx1FnVgdAO1mL+PMcF0s0Tt6grvEo2GRAESo3PkMqNAkplv7qrWJJ/QKZOFYEwJpjkZFhMsasVZV/Het/8J3dFtiG6+0Ld7fC4sFkeEYUupBOb0PkUIoptYVDPKJsZIVxlEsFi5IKuKfi+omo6QHbIU2uUxtlmQSqBuVgz7K0SK7LznJ6XM/YcYOL11BwoMV9f88l/417lMv8JH7/01REncPTui6SsGP2GZfS9CCCol6MN88LW2ZhgnijSYSrOu5kNJFTA54iKs2hptDI8ud9w6O0OUTFaFYbsF5p+t3ODmjZGAwO2vCMkT3ET0ASkSIiba1ZI+CO7cvsNht6Vql4gSMXXN5bNHLBZr+mnEOY8Qs4qiMpEYPDFEBDMiKd8crlLN79XD1QUXKbK8vuTk/B7bq2c8/vH3iH4iREeOmdoqFotTps0nXB8Cy9NTrg97ZN0w7a+JSE60mTtGjWC5PqdWgkVn+fDRJxgFZycLDpNn8g4hFKfGUJSkEpneBWqj+fj6ArKmriCEPOuzFUghcX4eTXVVjY+R08WCIU5UaJKPyJyI3rNsK3bDSKcVU/AYA6u243Lfo4VESMHl82eoLGmPG0qpkVnwuXffZbjaYcLIymaUMmz2WypToURmd1Om3LnIfpqIce4KNVbj/MTFptDVNVEaVJnp7ykW6q4lJYmpBN3tB6zPb3P54glFa1KcwLb43TUPX3+NDx99TNOtaVxP3w9IMQcXttsNct9z5/w2q7Nz+u0VlSq40VEJzeQCUghcSCg9/dzP5l+oG00RcIiKM2N5vj1w0hkW7ZLvPL3gi3eWjENi5xNffP2I7z+65LXba775wQuevdrwk5cX/KXPv8UUAv76gLCaIUExmZ89vuKtO7dYGI0r8JU37/Py+kAsgmVr2fQON13gU8uqbecFtRD4yfHB5TWfOj3h0dWey8PAyWrFL79xn+Wyxeh5tu1C4kuv3+IHj6/orOJ+2/FHP33MO6/dpfiMKWAlBC25HuaLDilnNVP2qJxxEo4qTZ8jQhuWtqKUwpgTlRIMV48RJForsQiOa3Bu5NploLBPULybOyi25noMnNSKvRDEEpl8Yanm6NJI5NgKliYjkmBz8BwvLa+v1zy53DLEOL+RkSxMTT+z2FlVc89Jq/lmOPiAKplKW4LwqDIjN4QodK3l4jDR1R2PN3ustsj9Zk5umRrdFKLrcVojEHP5bXeJNJbaatw0QcmEmOYFr1KcPHiLw27DveYhJRemw5ZmdYzSBh88wUEMA2nsUdbQaoUbDiwWDcUsOD6+hSTzNAa2mxecSPjfsuDXMEhroR8xpiL7gCyAEBQlMbnMfvhcWCxafChQBCHNeykhzTzyEZKcCmMOlJIZDjuKqZBaMA2zG0feaKalgYTBKIkLDh8CVhaEFQgMPgWu9xPL43MuL1/hp5F+f4lSClM1qKq6iURnKquQtgWp8Gl2BiWpsKLwf7H3Xs+WZfd932elHU+454a+t2/nSZiewBmAAEEEEhCTSZqyqESVbbHKLJXLcrn4qCeHkly0y/+Cy3LpxYGiKMlykRQpEqQBQgQBEGGAASZ2z3S43X3jiTuu5Ifd9rP0gBcU9/N5uOHstfdav+/38/FdTxSBSTkmm+xgfMuirkmERmuFTka4B+8Qw7DIS6HJc4WY7FFOdojCY6oVy+OHw+xMDDw7JQTJ7BJSSs5PHjAuM1a1YNNtqFoLT3stdd0MdQMX6KQguI4izQnS4rwkMQnBeqyLDIczQ2zZdQ6UHOgMKkUZweOzNcXU4MMAOpVS0oehbLkzGaEYXDZ951lvesp0gHhqqWlcRyIFVdVTjjLKouD80QOu7R0go6FbZ6TRooTGxkCqJUEIbPQEa4kaLu/OsH0/7EqNZrluUFrhJSRCwsiwXnlMKul6zzQvKLd2qRcnJNrTVBtkDEx2JzRas9psuPXSx7GLY6rHS2wYZI3TzHD8ZMPeVsLZ4gxlPPSKVazw1uFlpHOeRKVkSUq7XPzA1+YfqtTZf/+P/tE/TPWgdDZqGCI2UbBf5vzmV7/HlZ0dJrPRIPCygUYoxkbzaLnhsy9eH/zxxtBZy1v3Trm6M2K96diejijlYKOMzlI7CEoy0SmLqmJnnPO9oxXXZoOHfWuU0fYWGwKH44KjquZ4sSKdpLx69TKXtic8ni+YJIY/u/uEaS45mteMUgNRUSaa83bD6WbNoqpJtSIhYL1FIFFpgVIZwTd0tqfqPXmaIaR4Gg81jAqD0BqDw8TALDNEIQGJtQ4bYOUiiR6skIkSKOHog2YToNcJotwCAevlGu0qlrUFqVAiMDIJJ8salMY7R+0cjU9IVCTXCusDnQ9473DWU7kej0ALgXM9SktEjChl0GroThADZSKpu0jdWYwxNP2AsXEIrKtpqgqUhhi5dHCFvb198iLjxdc/yWhnD9/bQaAmIm3fk2cj+q6lKMe88rFP454yp9JyxM6VG2hlcCgSpZFpxu7hVXYOb/LSR3+SdLbHtRsvUldrkAMdwaQlNniKdMS/+oM/5mf/57f5zd8esWk6RGixXU+ih1JfCAIjB3GWVHo4ggqOtrckEmR0hDiknJQaSrZSRLxzuAg9gVmastgskWrQS6R5MWBGfI+UGm0MrukAT9cOygL9dAaQGk1sV4PDKEaKYgQEQgw4BptjWo7wUvOJz/8yh1dusmkWSJkiCIynO9x86RX2D69zcXSX9WLOfLVhf5TTx8iLH/tZHrzzZzw5eYLWkh/7/C9z44XX8MUuxWRGNT/CNTWrow9oupagBkBqUowYbx8gvKVZnFD1lvFklyxNcF1H0zUkRpMqjTQapRS5HJTKW2mCFzCvWjbOo4RAGEndDvF+FwKZ0U/FYoZNH3HOERDsbE9p+w7bDyyXTGrGoxIRA23nWFQNvR+4YihYNx07oylloQfbpx2KwEmW411D17ZYW7PpW+g7otLkZYrrLZ2NSOEwSpKqQcexrCsIAZ0YYoj0vcNLQXSSrckInHvat3KDgjwv2EoU9WZB6Dua3rG9f4UsMTg5BDoIPSenZ9TNkjxRbKoGGQfdhlGaTA4sva6pKRJD228QNpKnhs5ZolQIbTh68OFfps7+XS8pBNvTEi/AOcf3Hx3x4tVn+Dffe4v/6LUXSBKFcQGjFKvQcaVI+dqdR8zyhE3bsTWdoGzg3tmCLHX0dhj0ERytjxRFCjJS4NjKUs4WK/a2tvi/vv4Wn3n+Ohtr8VLi1g3Oe+rG85W371JOMv72pz7Go/MVe+OCzgaO12ta66najq/ffYQ2hsZL5lWLI+JtZDtNqJQC71g5QdM7SmPok5zUdoROMkozvG9BRLJEEboBOb5oBJloUCLS9JEyExwUOUfLhizXGAYRlBZQK8UoS9kqc1atZdG0bBtNJgQP65pMWqKD7a0JGk/wgkX8+2AdAAAgAElEQVTd4WSKRCGNIrhAqQMESRc8CQGVCkR8OitiOEJLAKUSujgYHxMZ6G1gMilQPg7Ry2pIa7Vth0kzlAxcLhIuWo+jZ1KUvPz66+w/e5vL167T1Wt6YUg7i+0sy+OH4APjLMFFx3R7G5OXnD++x+LoPgHPtY+8TrteU3c94zyj6RSJbwax1GbFfH7ClavP8+HdtxBBYtIRq/WSpqnI85yf/9t/lcUCvjr/L6nXn0Er0HqMm0RktSCYjKgHlW/VdRgdccrgm4rUwGazIU0LCq2xAnIl0DEOqCKpKdKcJElYblakicEHSZYXuLYihogLAi06qlWLEZHeR4QAgaa2DvB411PkGTYqdsYj1rYj1Sl932Cj4NlXP80H3/06Oi84PZ3jQ4VdbvCu5upLH2e2dcDXv/DbCJ3yzPMvsz4/Zl23NEGSTmd858v/jNWmYTIaM5nusDp/RFAZMlj6oMlmhyzufhsnYJKmrK1FFAVZnmM3F7iuxQXHeLpL29Rc2tnh0aOHxOAJMbBqAqmRBOfwUiGV5qweYJZ5llF1HX1wEBSpkfgwkJWth6hgs2oHrXGeYIPlbHmGiIP0cLVukaOCvlrje4+UA4bl/9Mz6zDcW71tOVm3lCZFa4USkjR2NHZ4GPggqFY1Ny7tU8uUsJmT5RlFtKyrlsoOBVyBIpMpQUeqTUtUYNIEZQRGaJarNZumRSnFOEtpe0+3mvOgrZEhkk23kCjq9RqXFeRZQX3+kHvvfxujU3rnCG3Pcwd7PJovKXSGVA4TobU9deuxq/XgkzKwWvVMdvcxQmKF+oGvzT9UDxqtJF9+6wF/6xMFShvOm8iX33qHTeeoraXIE1KjWW06jIDzqmV/VvL1dx9gzjXX9hzPXd3m1vYYpadEYRFBIUVCqiFGTxCSo3nD2fIJCsWX3nvE51+8wZPNhjfePiWVklGe8rM/8gLb04xRrqgay7fvHPHM5V2OzldsT0o+9+x1fv+dRxSZ4f3jDdsl/NhzVzle1JxWDV2AHsGDi4orY8OmhaAVy9Yz1S3Cd+yUg7pWxcBkOmXTNvjo6H1gJBtu7m3zzpNz9if5MAsQjiIfkSjBoukIQuBch5GRThRcxII61Fzen3G67rG2JdUCIwyn65axH3YuLgSCiJjoGCnFaR0QETZR41xHKTyL3hGtJE8UloC3Q7JvZ2vEedfT2poXru5x//GCH711he8/OmVrPMJoUKHjxcu7TIqcN47OeDTf0PiBBCBUztVnbnHluRcBiURQZAXbWc6qsxxceYazh3fpQ6ReLWjXc5aLOWMUyyh56WOf5eT8Ibdf/Rj37rxDXa1AK1y1QeqU4w/f5ZXbr/P2++9x5ztfA9/TB0FqFDdf/VFGoz3Wy2N+63/5x2xPL7FaLxECGgtadBCgMwXj7avU8yOqviGRAW8d+HZQIvQBYzQxWjadJU0TrJNYOfSMytSg8xxtUoosQWlDIgy9rZiLFBMqCiVpQ0/0ESsVShk62wMdmTY4ErreYe2K8XhC17Z471l3kWySMtu9gVECHwLRBfrNBb6bc3FxAlpzyWvee/sNRtuXeeHVT/HhG1+k80PbPqYpdrPApCXXtvboup7Hi3Oe2b2C80B0GLfh5N1v0fY1UUiW1jM7uI7tO5rVfEAhjacUMRK9RUvF+XL5dDcqyI0hBLDeMUkMrY1IEYekXYx0tkeJQYgnBAhlSKTCWvAi0ltLagRSaRaLiqgGmKVKDNF6ijTBxQhBPC09a8pSs1hWKC1pQyDREhkNWgpa25FrQ1SRKCKFMjREIpLru5eoW8+GisLkJMHTOcjGCtsNEM7UQRQB6aEYFXTOkyHwMZASaYmMshSpJXlaUiZDAAMvSIuMZ1/5BEcfvkNSjrl0cMhodgnXex7fewdl12RKEfOCs15R5CMy5UmN4WSxIhWKRll2U4UyhnUDMtUkSYp1Fht+8IGwHyoETe88P/vyLTabHh88n33hFrvlkHP/+gdHfOPuQ9748BFCR8pJydHxnEmaUbWO29f2ubk3ppDDG49WCTIIolcUmUQrQSIVIwUfnF3ggdZZdieDM+Qb90/pnUMbw0gbvvDmezw8nnN1b8qP3bxCzCTfvHtEjBEk/O5330fFyLK3XN4p+dSzh7x/Oue5/V0Op1v4EHi4bJiU2xxVjos+kpcjxqOUq9slLgwK23GeIJXERcgSw3aRDaVKH3jvomGUJyzaFusD89aSaEHlPE1XoVxLDAMepTCazrWYZMzx2uOcp+p6fNexqXtsUCwaR5pqxlnKja0RQkQa69nKM8pcY+uakYa6s0ilhsZ+CEQfMQpidNxfDT2h3GieXKwJMvDF9x7w8sGMJ+slUsLh1oQsM1TS8GBZEbQg1YKm73Eh8uGd96mqFSpNeHwy5/j4CRfrlmLrgPVmQZqPme0dYvKcncNrTPYOUDIibMXdd76BivDss9tsFufEONB7izwf5is652QxJ5WOIk1xUVCkip1Llzm8+hHqbsXtl3+MvWsv0PpAORnjhKYLgWSck5cjtvYO2d7bpzAa31oSLcm1Rj4NSaRKk2iDlpIsyeico7EW7x3P78/YHxUk0Q205jCgVUK0LJuOMtcYPfSUohfDUVCIBMHgiZGKIh3O3pED1FJ0HX3fokJPjB3Vek1e5DSrGpmVCBHROtLaQACiTiFG/KZi+9JVQpAkWc72bJfdg+uMBORZSTY9YLx/neOLOamQGFMipMb2Ffb8MUZKtE5QUpAqgzbZ4Nkpt0mKLdJsgo3QSc2ic4N+WCl2yxyjJK23KDSr1g4dNWdxURCFJLih7FjmGikVWgs2m56oPVppjIDeeny0CAlJrvBWsLd/Da0TYgxkWpIKKI0GD31jkWJo6Qsh6T14IXDOYZKEqCRCCVbzYW4kpaJzHQ/OT4lKcW1rxKjQQ8G474euzuSA0AeubU8HXXbd0/RDGdTGQO/s4D0aTzFGYgJ0rqOx4akRN+CEYHZwSBQCJRUxQqIMJksIzYJu03FlWhBiwHctzg58P4mi0AlpohhnGalRbKqWbDxlvDXDOY+SCvODF2z+cD1oEq34YFXxpw+PWDc92I7bhwf8xM0rbJWGS9tb7E0nmDQhTwz7u9v8b3/6DT5+8zKTUUrVOc4Wa2y0hOCx0rC7lSKcQxHpXYcjsmksebnFVqG5f7biztEpM5PwKz/6Mouq5f3zBVdGI958eMI0y3DRUhQpH332KjtbY4xUvHjtMrevbCMcXBtPWVtP5yUPLtaghkVuPMopc3jx+iHXd7epq5rdUcnpfIWRns4GHlZxaCq7nt4FWudRRBZdYCsd3CiJ1rQuEoGL9YY0WsaJwQfYGRfotCQVPQfbE1AWvX6AXD2i9Gu86xlvbfHMdsHzOwXjJKFuexatJU0S6t5x0UYwU7KtXfCRPipMkuKCROBwvsUPNraBxus967ZjvW4ZpwqN5Wi+4a+9/hKvXD3grYuKP37nIX/yxrsQIoWSPDie0/qACC2f+uxn+PGPvTq04bVkeukmp48e0Mwfs744ofeBo/vvsbg44/zsBJPlXHnxo9z8kU+RjLbZbDb89v/+LxjNdmmrFfMnj6DvUd2K2K24+8H7pMWIbFSiJOjJPn//H/znLC+OObj8DF/6g9/iO1/5AnfvfJ/xwWW+9vlfZnv/eWRxhSrm/Mnv/HPmp49ZrFeM8pQORUxyhJTUnacNgdYNuP8QLa9cucwAUhC8e1Fzv+m4CAMBmiRB64yL1RqPJDYblEipn9ofR3nJKNOMtRoWWO84nZ+B60jTFKXk8PAwCT6fINKcoBJksoVXELoKoRIen52iVUa5fciVGx/l7OgO7eYxSfScf/AXdNWSzfKU9uIRncoZz/Y4eXSXt7/75yglePUzP0fQJTEpaZ7c52x+Su8dqR4Q+bocg9QIndKvzxCuop0/pm5aujZihGVUjhEisq4a5nULCJIEohKsbYeNAikGHmE5Kkm0wTtNiMNcRefqKUfO0buA1hrvIQpJog3lKGW9PCPPDVIZYgi0fU9nPUFEpBgMmamUSCExSrJpLUIofD+kOxMtUXrYKZVSkyCYFAWL5TmPz88wKmVZd7Qu0HeOrZ0rFEXKo9UG6wNb4xGpBhktmRbMJjkazbraIKIEqXF9oA89RZGztbPP9s4BhkCh4PTRfXrX8sonP8fhtZtk2RSVjXm8cmxvTZmMC/ZmM2zIaZ8SDs5WHc4HzjY9QUiSRFGkGpNnpCYh9P0PfG3+oTo68yHw0uVLTBPBG09O+bmP3CJGwY3LM27IGSJotNFUm5rxzhRl4FMvP4PJU6J3aCLWOvoQ+T+//i3+/uc+gfcRYZKhU9BD8JGXL5VkpWRiZszKDKsM3/nwnH/2rbe4ujtm0VjeOjnjl19/gfDUuvjO3Ye8uz7hlWu7PLe/x9pF9iYlL924xAfHC/Y1bOcZMXqub+8w33iCNkQNJxdDPwZjmPdwsWnZmWRsvEZqx26WMe88QRcsqzWZjOxdfYbWd/joWDpNH08xPmCS0dMmNGjVs11m3F95LuVTRJTY1QXBWqwfPCXGKIyIrLqe3Ch6B6HchnKEX6/IYofWAiE9dn1BLwRJmmLbmkxEjFK0TY9JNVujlHXbEgKkWmESyWoznEvfn3es377Hsu7IVMS5gewcRUAjni64hnGRMzu4xv/9e3/C1s4e125t8/iDdzg7P6Nv1qzWNTduPUfXd/i+RpiCzfyER7alsZaR1EQh+cmf/kX+4itfRnpLWeTIPENLxTQr4OKM7RvP8dM/9zm+8Adf4if+6k+y6OBb//YP8P3Qpbn63G1+8Vd/jQh84bVP8sX/9h/wC11DmWh+8vOfY7VpkQKap2yszkaCUigpEDbgXUQqQUDx/aNjWuvRwZPpHm8tZRbpLLgwwE7zpKBQHi0zbN+SaUGgJxUZTeexqhuKuDIiTI7IJgMLTcKiqjB9Sx8Ek7xgev02wVlcdc72zVcoEsGmVVShZrZzwNnR96kvjohCcOfNPydEyEYjpDQsNw2eOSfHmnEqsSHnhU/+Aq0V6FSxOn+feVURfMSKBDkacfPmC2id896bXyW6jtD1FEFR64RZpqk7ibUS5R190wyo72ARCPpmKFwHLdBC09oeIYYSZWoUm65jq8xwQbA7mdC6lqrukEoSIzgreOa5V+maNfg1i1VHtrWD6U4x0tHH4XOJVpR5St0OQM5iMiP4nslowvriDCWHGVDVBJSAddVgjECKYdcuEo3QmqPzM7IigWCI+QgtGlJT0LsNIipq67m+N+Xh+QWN9TRdIAZLFDDNSwIC7Rx5krFuG9q6pmoi33vjm5yezpmMSx7fv8/Xv/i7jLf36WwgCpgUBUIXuH5JKyWXt3IeXLRsfE+aSJTSIIZj/VVVo4whVT3ex6eslB/s9UO1o0EIvvTuB9w5WfEzt58nSs3vv/U+v/PGu1RN4OHpnLbztM4hQmCUKe4cnbNVjNi0g0o4Gk1hBjZV793TpJBn3VpiCNw7O2M6Kfnu/cd8+9E5X7t/ymrdMyoFB2VJqhVt25ImCWjF4XZBnqV89NYVnr20zfa45Atv3uFjNw/prYUQsc5yvmp5vF5zbWc0zHWCG+x5XcesSOl6R64T5puWsiyI02tMDq5Rzq7STG+SFjOSGFAqwScTirKgbTfoYsbYeK7NRqQ6QyUpm6qh847zJvB47fnUj9xCu5bj43O0t0yyhCJLGCWaVBtabwfemY+EVDNLU7qqJqGndw02gIuCnVyCcMgYEGGIUbogGI0KhJGU+YACiRG0HPzweZZhtEapQNu3aDF42yORGAMJgi6AkAKBp7E9b3/3u5w9vk+WZawWZ8xPjkijw3U9QiuatmHx5GjwmfgOozXLxQLZWzZ9i8lGvPvOd9EqcO35l/iN//rX+flf/k/5pV/5u5SjMc46/s7f/BzZCK4/+xrew8mTgf2l8xGzvQP+5q/+GqKD5QZ++qqAf/IQoyXL1RlPHh+jYsBIhfCBLB1eVLQQSGHQctAbmETS9T1t32MkMPB+GRiYYTiylYrMaMY5qAittayqDqEkMgqEgsxItNBoNRQGt4qCYDtUCOioSGXAWYeKji4E8mIb13VsXERqz8nZMUr0OAtNdUF1/gDpLcoP87jUmGEWZB3WWSSCSZEiihkf/dTP8j/9+l9HKLjz5pd49O53/v9o987+ZfZ2LnNx/IjHH36fvmvxzrN76zZmdkimpwQ5gkTy8V/4NSq7wImhqBuDINOSrVSTxMFY2voBLSWVwBiNC6ClYl0PSmitM2IYwgDBenyANEtYLJ7QthuqLrK9dwB9zWQ0pXeC4IfEnw+eddMwK8ckUmGMRiUZzXJOoge2mpEKQsQhBqV0CEQCfdODj+SqYHtSkKU5Vd0Nc6NgybIR00lBMUopC8XFZsPeZERRZJR5SZmlFFk+xMpjJDydCSdZwma9HnhzEfYPr7JatyRy0I0vH9+jGOUIk9K4gBaWRBsSo9nYjt46LpdT1FPzp/UWawNpmhICeGnopEFq84Nfmn+YyADTMot/7698jKLIcE/1v7/1tTfJpWI6ztEi8unnn6EcpRxMxnz/eM4k1ZSJprcOGSOJFpxtGnYmI/7w22/z1z75IicrzyhPccGyXRas1hWbzvPFd9/j1cPLaCUZZSn/6pvv86s/fpt/+eZdpPM4F/nFj3+Et44umBSGdt3wsGn4mY88QxMdmiEa/KX3HvLRazvcm1dEIal6ePbyNg/bwMxIHl+ssNZTpIZUa+zkMi5GdsKGJ8sVo8RwsqrJjWB7+xKrzhGEwjfLoYjYrEnyMbbvqKs1LgSmo5LaRS7mF9y89TzSNrS2JlQrsnSIll60gSTNESZjIh0LLyEK2s7S9j0yODQO7yz4ji5oJmmk6RyJUU/PuzXJ076CDxGtJblWtM4zLhLwAhciJ4sV01FOajRCSAqtOK870kQjhaa2Fh8FbdAU4xGTrW2kkMwuHTAab9HXa87OL5hMZ3z8c780HNEpz73vfZuyGFHZhmI8JZEJUhlGW2MuTk747/6r/5g18NW7lve/8y0Obj7Da6/vooAG+P1//mXe+caXcG0LQqKk4j/4G3+PW68d8vgUXAvtyR2+/Y2v87U/+qdslue4ZoWQKUgxzBZioO+7pwsT9L0lUWIAPCYZdV0jFBTpCCsg1QlIgVaSTKUE39M/fYkY58NMR3pY2g6dZBCgLEcIW+EsiNQMWgWTIE1OW51TGk2FpBjtEG1DWpS0XnP1+nNUzRqdlnSrJReP3yEGSZ5npOVkUILjSbXCe09ZZGTb+6RJwXp+Ruh76s0C74ekWDbdYe/wGZr1kr2tLc6rimpdE2JP09cQI92mpswkJ+crXNuT645qfkZPoF2tSYt0iImnimgHTljvPFopcq2o+540S6iqFpNKfB+RmSJEidKS2Dlaz9PYuKBdN5giIUs1NmhMqNE6ofWgiLiuIc8L2rYZXgCUJo52MEpwdn5GEi2TssT2Ld45tBnmH8iAbR1OBNA5MUay0Yi+qUmyglGekkqJnmwz2zvke3/+R8g4BEE2jUMlYEiwviaihu99VhClpm03pFJydLYiyUr+1q/8DZZN4It/9K/Z39lm//oNknzK6uQBvqmJKlJ3kkR6Rpng6OiYgCNHUrctJlUonbNVpJxWFoRiUhQ0MZAowdf+7M/+kgzw73Nt5SnzTcW6l+yMDWWuOSzGXNiWi83ABkql5sl6zcEkIfhIbztSqXg4n3M4njAdTVj3HX/l1Y+wWFs6O9giY5S89+iUFw93MXrOVp7z3P6MxnqO5ht+6dVb1N7z8y89Q9M73jg64XfeeB88LJua6ajgZ24/w7KxfPndD/m7n3mNP71zjxu7U5Z9ZN4Hnt+bsDmvuTdfU7lIp+D2pZK3nqyYr2uigMPpIXum5+HJBU3TMzMZufLoZMR6eUqZpvRth5OazfKC3RxEc07fW4wwg7ypXSGtZ7fMSOyGcZryaLnhub0JR/OaKsBoukMUmvnpExZiGAhjW1oLwa5IiKRJwqTQLENObBsu6h4tBz2vCxHrG/bGJVIqpAIjJJ0N9D4SoqR9qrfdmoxxIrBuHcIHbKpo2g4hc6xzFImisoFCRVZnJ3TrFVEVtH3k2nVD13Y8e/s1srzk4b13wDu2di/xU7/yX3DjZoIL8OCdc/7iK19gkqe89cY32bt8BYARsDp7QjHaYufyLm2Ah3cCf/Hl3+Xoza89PUJMMGnB65/9KT7yqUO6FvpNy5P332TdbEgnBV29wPctjY0oHfFdi5QJZZkP6lwhiP4p66ypSJQGF5iNctZ1P6B/RCRTisoNSod5tQIfUEqjjaBNcrSQBCWYyIz2KWV4U6/Y2rnGuCxQQNXX1MsFO+Mxfb2kRZKNthABmq5D5Tl72xPOn9zDNjXL1QlGp2gGXbBJSyKOvZ1dWgc+WsZPOzzjckJdLcnyEWEMxfYuaZpx5dbLNL2jqZeMt2ZUyw1pPqZue/p6UE50p4/o2zWL2pEVCRMDtR+ztbvL+fKCK9OS6D3HQjHLxpidksWqIY0tXddzsamZTkakQtDqoU+Vj1OcDSgpMEKy6CIYSV6k1OuK2XbJpqpZrypkOsakJdpIMt/RheHh4NoW5wOqyHn9M5/jy3/8b9g7vEqWGBIynBj0zd4FoghsjVJWVUN4+rBIU4VQ2UBYEBqjJb1tGe3fpK42xCf3ad2QKFy3LVmi0EmGsI42Qt879sYlrespMgWjkovjFT/y+sf59KvPUt54katpzt3vvUHrOvrVkvV8TZFlOO2RtmeaSPI853g5p0g1XevJE0OaGI7mC65NM44XC6wXmCQbOncYnP9Lw+a/1+VD5I3jC16cjfnyB4+ZlQmZUVyaTbj3YMVsXHD/5JxbB2P2p1Na5/G+pmksdy9qzruaTdvy2rWraGUQMXJRW3ZnU5SWjBOD0DCvO6pacn2yzflqRSINn7p5idPOcufxnFmaM5KBj9/YZ914ou9xKC7vjIneo0TCL338NkEEXjq8xGrTEONgSTxpHCrR3Nwe4VG882TO28dDGitqmCjDanlOa8C2loNxMvClkoTWNiTeUUeBUwmTMqGta9p2wHP4CONCsOkdyy4wSRRpkbG1tcVitSQRkaN5hc120InGB48WnpHxKAE7qeXdZc3BSHPUWeLkgHnfse4jmRAIEdkep6xrx3SUEfwwZ9FKsG4cvYPUBRDQ9v6pITKiAaklqVAkicLGQNX2aGPoXaTqW1KdD9bRUUbnDESHki257Lj27PNslnP2Dq7yxle/xGuf/Cyb9ZLtnUssj+/w1QeRh+9+jwf332dnOqWtNgjf8x/+nf8EgH/8O1/nycM7hAh33/kmTVMhQqCcztCTS1x79gWa+SlNXbGcnxFO4Xd+67fI9OCcb9oN85PHfKnueD1EfLAUKgOT09qW2grGecJi2eCcJQJaJwgpKFODl6DswLrKMs2m6zFpiveBJElB52TC0rpA3dbDDjrNWDaW6Ht8DEihSVVgff6YzjnSJKVIMlrv8GmOCJEsONpqTpbm7O4cUveOxHeYVLAIHmstJslJsxRbzfEe1s7htGZvtstqvSAojXsKK3Wux0dHajKCmzA/ugMqpdqsENkWvUgJcjjuqs/vszg7QaLxIZCPS3YvP0vTtDxz5VW++7XfQtiOIBUiUQgfeVxXHI63GW/nnD5+gAtgUoOzPU2MJDph4xu6qqUoS6p1hVIwmxVsqorUJLQC1usNUURGkxl1syaiMfmE9WpNVhRorSENJESaas3dew/Zu3yVbr0mL0dMp7v0mzm9X9GrDqMVPkqikETrQQXmyw1Z5snLMUVZIKUmqsj6/Jjt7RmjnWtU8zNWqxVbsxld65ChQ2oNveLSdoEIAdd01KZEec+1m9e5dGlMk0wYG8XZyUPy8YTq7JhRlmKaDWcXay7v7yJtipUZF/NjunVNlmluzSacLlZoKdkbT2mcRdhAXo7Isoyu7YjKEIP7ga/NP1QzmlRJHixX9EozGxtevbyDs56dMh/mLlIgdKTpHXdPL2iajnUXkUmCx5KiKbIJvQfpA95HdqYFuGGW4qNHiaFx+833j8gKOJk3nC5XfOXdUzbrnsvTEb/wUzcQydOIZey5t1jhAjT9QCwWqiOVEWuHZr5Wkou2Y6tIuTkt+IlnLtEBd883EC217ZlXHYWSdERs74nOM00VIjhq1+JtTy6g9x6pAld2pyzWFVu5ATkw2UZFSpYZIp4sSVl7jROS01axrno6D40TlOMEKWC1WDI/P8eHgTitpWQ6HREQND6ybRwHaT9wo9KMG/t71L1nd6QJMSBQaPU0jmkUW5lBIAl+EHhFIUnSlCA1wXmW1nPedtS9w0ao+0CInpkxLKoebx3LajByts7jrOX87Jyzsyds7xxycXFMkuVcPPpwwMh3LSHCcnHB6uKYer3CRomIjtnBJT66O3xvFidHxDhAGq3rMFJx7fYrKGPIJXz43a/RnD6ibzbcfO5Vvv2t7zEqMvauPEtUiuViTQgCvjoiEZIkLYafr2twrSX4yLLuSBOJYNA0J0qB0qzqnsW6RkkQyhFjT64EeIeOAa0VuI6292gBMYQhyeU8MQxwSiEMiTHU1Ya26xFS4kLAE2mbCmst2kDTtiRKIZIRyBxFoJUD/h4EUkJS5tR1Ta4V2kiqriF0LWfzMyIwykrWXY+Hp98LTRQJEUfrHVV9QbtaoPsV1eYI2TYsnnxAX23QOsUkKeVowmR2iV1jKFHcf/fL4D1N15MmmkQnJNqQpyNe/MTnmS9bIgLvHJkeZgqJUrg4HF2pdMzJ2RIbB/dL9IHxeDzcs64n0cM9O7t0DSUNxiSsm8G1lBYjVATnQAjF3t4hvm8geJxQeBfoqjltVdP4yChPiQRWmw6JIElSkkSTmCFubIyicQ60QDyFViISmqZCKs3ubApRMipz6t4SokNGQ193rNqeoiMUYE4AACAASURBVMwJvkMgsZs5z77wCuPtXR7ceY+T4wucj4yKKfV6yaLzw1FzDFidYMox21s7aATCRc43DWmS4OPQC6qcRyQJvY9Y63ExIDWURfYDX5t/qBA0/+P/8Bv/0NnIuu74xPVLICLfejjnw/Mlt3d3eLTe0PU9l3ZmfOfeMZ31TKcZszSh7iKJgqgkuTa0zvPO0SnH84bLWwMH6cm6Zqwk9y8W7E1zFJJLWyM6KTncmXC+WtF6zfsPNpTp8OVLc8lp06LlYHy8tT+h7yMmiyw3Pau6QQnBo3mNiYGtaUqW5IwTyWs3Dniy3OB0jnm6w/LKsFUoYl+RKUHTD7uGkZYYIQekRTTMlwtcZykTQ903RKGpnCN4SRsVs0witGSUGHK/wYkBMd+HSKYlzXKFoR8YYkqikTxqA0k+ZaeQgB6ghB5ms23qaoPxLROtqbueuo8EwD+FBXY+glJIIo3tiQhCiEwyhRKeTGmQnkma0Hs/GBplRCmwPpJlhrbxSA34QGkMjR3wNkd33uXi4oJqcYaWjovjR3TWgRCcnTxhefyYvtswKQuK0Yhbz7+GEIrbrz3PP/nNP6SqWrzvCB4msy12D27guo6TowcD9TovICn4jf/m19k5HLH3zCVUfplvf+WLeKG5+uxzXHn2Bf7Fv77Fk+MHA8VXBFw0YBKyxCAA5z3YHmM0vY8oqUiFRBuJd+4pwXf4XKoVIssIceCk+eBRSoEQWCJ5Mvyd9dOOSiIk1ncQI0IZvA9YV0NvGeXJ8HBXko3tOTh8js3p+9TLC5o4LFRRSPARkwyiNZNkZGlGMtnn0pXrTMqSvd0Drj9zGy2GRdCkKSbLaJs1tmlwncX3Pc7WrJoOWy2x9Zz5kwfDoF4I0ixl/+otpuV0iMLbJVkiqOoF0XpGk5JF3eJUwmg85TOf/gnsxREXywtUmpMlgrbu0UYQhGa6f5murnB9IARL8IEyzyAIXDt8LgqN1Bm+77h+8ya3X/9x5ufnRFMw29lhsV4Njqo049qLr/Pqxz/Fg3t3eOH2R3h0785wJKcEhEDf2eH/FANSDnpyKSRaG0IUOKGRIdD1HcEYRmnKk6Mjbl47oJjss2lr+rbHaMnW1j6mLOmq+fCik2i61iKkJDGSmy+9RqkjhYHt/UOS0LNerdne26MJEaEgYegqSRQ2DCpvpQ02DMispuuo+o5MCi5PJ1zUPb7b4H2PyUZ471FJwdG9D/4SQfPverXW88Jsi9pHfvtbd0iM4cq05KRu+M7ZCZlU3D7cw7U9Z5uKo7Ml0yIhjAQ3L4345sOWl7cm9M6RG821S1PGRUEXI1XX8uz2lBAFN7YVXfBc1BWLzrHYdHz4aMHzV3ZYNg2Z0+yNp9i248bONoejLb74nTtMpjn/8t++xWdu32Sx8YwLRa4lf/beES9d22Pee04vWv6f4yNKpQjJkDbReQ5EKifoXMtEe4KPbJygdpAmAqSkdh4tDMpoUhPoZEAYSRpSeutJE8N2lhKrChsFfWfpoidkOaM0x9iWlQ/4KAla0TeBRMGiVeyMcrIAs0mGUCP68w9RYrjhRF+RaMMieEJbo1WKTjqkD2RCYlQgyUcsbCC4FqWGN8gshbbvSBC0IXJtNuHxukYIgdGSnUxxtGgZj0sSUnb2DM4GYvRs2p6PHOxwZz4nTacQOpJin9FowunmQ+5+/w0uzi6Y7W4T3OCfMVnKg7fe5N7773Dp1o/wR984551336Ucl9x4/iOUWYmLAtd21N6SFyPkeIy1gel0zP/6T79A3/V8/q//AsE5rr38CVKTMs5LThenNKtzvvi7KR/7RIWUmiTXyCTDNqvhzdJoNtYijKTIi+F38T0iCqTy4MAHh2PgdeVxSKEZDU0c/Cl9UGih6F1A8fT/RBxemooxTdPRrS7QSYqIgSJLEM7SuwEBlApF1fZMr38UgWDx6C02XcIolaztmlRF0myL1aaiTEuE6zl/8oC27VHZKQ8e3UOZjJ3Dm9hmxXI+R+iEaTHi8CM/CkLThIBrG1aLUx5+98vkeUltLWU55WB/n85a+ui4WJ2h04IRQwJK5hkuQpok9EITbM//8Zu/SYrkxos/ytnZCb65YEzKsm2IAqTQJCbDpz1JXlCUExbnpzjvMEKSJAlSwiuf/Bke3XsLR8Kf/uHvsXP5Fs+8fJNHd9+nKErWqzXjrT2e3HuP4/sf8MxLH+P+B29h8hE2epp6Q3CevMhADLoNISN9J9BCgvRYF+hWNUpKgskpYkDGnh/7/M9waX+P3mvqvsV3LVrndLbFNg3TyQxPZLFpyLMMKQUCwcP3v8OzL/9n2Dzhg7ff4/azNxBKMZtNMBruv/sWMcnp2o7W9wQBBI9OEq5u3+Ds/ATfbJhmGRsXOa5bJB5hMoLriMEzG5Vo/YMPhP1QPWhgGLp3DsaFITjBpodRnqJkoFAZIji+/vCUPDd8+rkb7G4VBO8JUvLRmwdUrcPJ4aYcpSmpUowTRW01v/f9O9w8mCK8pCCylRjePj2nDhadCPJEMa868nGKJDAa5fz+W3c4Oa9IEsmeLIla8Oa9Mz774vX/l7s3j7Utu+v8PmvttfZw5nPuPLyp3lD1qsqu4VWVyy6D8QS2mxligUIToAnECYnS4Q+UIAgdEqlFQydqFNECdZq0cNQgdbqhbWyMbcouY+xyuVzDq+HN791353vPfM6e11r5Yz8Ui0AzxVKLJV3ds9deZ2vpnnPX2vv3+/6+H2oBTJOc5XaDmpa8vD0mMYa3nV0nsQVv7k1pN3wGs4xGGGDjGVrKqtreCZqhxMcnzjziogo3eVqRFQVd3yPzHM4L0NKQOEeIZG8aEwiq+qJOjcI6hrJGJC2JKYmCGsYaIumqx2xr6bTq5Hi0W5XM2tmYlmdwCEoLXlBjs1Nj5/CAuq/J0ZRFRhho4rxkqRExsR7NQGNIkcJnYbHB7nCCFoJ+kdLVdfamOWlhkcLDYTlOHaGWSOeYZjMaQlOWHgqL9uHafh8ZKPJ0Tn/f4PyI7euvE4qCwI8YHu2gRU5Yr4MVTKZjrIXuxiZFOuFPfu//xPcjzj7wIFlq2BtsU+Qpng7RQByPCSTkpqSfxxw6+Ac/9eN4NVhf6fH8c8/S6HYpm20O7lxhOB4Ac4QX4kyKJ2sVX74w5KXFULFhilLS0BpLTIkgK0tsWcnrbSEqhLNQlEiy0jF3BTWlSUuH8DxKDEVh8IRDeZUNiwyrf2UpLBZDkRe06jUyW93xNiPJvCjJy5JGCL6wzOYDRNBGFX2KLMWanEmasNFokw+PKAYZ9SjAWIenFOQxhogsy7G7t4miBkJrdF4gtCaZHCE9H+UArZns3aAsUpTUaGHwwhBlDa16C1qLkAwpTA6BQjpB5Pk0ozoTMqQRRL5PKDVLJ+7jyafexvXrL/P5T3+STqQrObAfVU/FrSbdtXNM+zvMpwNsaVCeIFCaui8ogxaT4226Sxv0Ogvs3brJ8olTtFpL3EwvEzbadFtdTj34MHfv3CSsdXjw0mM89fTj/Oav/W9I4aGDOp4PtZpPksQkpUGLCosclwaTW5SAyK9k1zVfIhwc9Ceo3S32Dw9ZW13FWEOeZbg8B+kThiFJmaIchLUQjKWQggsPPMGNN5/n5S98gunwiN7mIyz1mpiyZDKa4Vzlgq48gYsn1LrL5FmCk+BJx2QeI4OIVnuJLEvR0jGfTwg8TWoLzD1D1twa0vk3Pkfzdyp09qu//Eu/8MzFMzy6ucR93SYDk7Ac1hklCbkraYcBr20fE4Y+ydxwbq3NV67tc2axQ7seoW1BNwrxPY/Q11XOoihRUqI8y/1LizSUTzOqcTRK+JMrt3n41Aonuk3e3O/TieoYz5LlKSZz/PuXbjOYzjDKkKc513YHXFhd5MrBES/v7rN7POPFW/ssN2s8eHKN144mrDabvH53n3lWUBeKpDBIBHkWgwDhDL1ahAdMSoHvKSbxHE85fOHhBRWWNTeWmtbkpkRaQakswlbMjNQL6axsUljJcDqjGWnmJXiuYG7u5QTSnDwrKJ2iGwWE0hLHGfM4xSRTLICUpBaavmZr/xAlHJn0OBpMaNV8GspjbkNyv0XNJRRFDE7SrAfoEnYmMXGZExtNLwopi5zMWKxzCE/Q8AWZEYQK0sLDiMrh2cmqwCw1knYjpCwS8rKkHB+RxjM0FeMdT7K4eRYdtNjdvct0POLCw48hvIDp9BA/aqADv2IOpXMGwyPKNEEKi/IkgdbU2wskSYpD8U9+5sdZ1OCAT3zqywxuXma6v4WJ50yTGJXHfPoPN0mTGc1uj8P9PUyeMpvP8VRlyhiE9So0oirOibS2ksuWVXGrdY6mHyCDBmmW4Kgoq7lxOFsgtUY5gQc4WYUVBQ7lK9Isw4qKxQIgXGVaqgQUgMmzysg0rJHGc5LRADfrg8kohUJgSZ1FqzrCVPmCsjQ4B7V6A6cCbFkgrK2kwxKKNKYUktMXn2Syf5vDg21aSxvkWcLday9jrKS2sMzJBx8n9AT1ep00y9i+9Tq1hRPUOwvIomAw2CMAtFfd/ZbKZ54VJLnDSsUP/fhPMpnN2L15GWcsrd46rYVFxv0pUahpdXosnzhB2GihiilZVtJstjC6wfLJhzi6/RorZx5AhxGtzipPfNN7KfKE4WBKWaZMx0PaS6u89vxzXHjro5VVU2oIwgZJkiCdwZqCJC/wpMAZR2nBZA6lJVJUn4OngionYgqsdUgVUswGBL5ief00vgfnH3qS2WTM4uZpVBhgi5LMwmwyo760iswd+3du8O73vZ/zDzyEJyQnNtdo1SPWTp2mSIcsnHiQ7uo6WZkySUqMKbDOo9bsVLU+RUo9qoOuV09jUhMoj0JptAAVBmw2WxgccV6yv7vzDQ2d/a3EAEKIXxRCvCKEeEkI8SkhxPq9fiGE+GdCiOv3zj/+F7z/khDi1Xvj/pkQQtzr/wUhxM69674khPjQX20+sLHYJC5yapEk0iE78yFKgjSSSZISBZrvvfQWRAj7x3PuW6pjXcHvPP8qk7hkmGR87vXb9Kcpvla8cGOXfpwwSErGSUoJTOKMZiPg7Q+cRnkK6xQnex1Wug3qKsSPmvSzlLOrDd514QRybpkXlZ/W0WzO2mKTxBjmRUqzJjm/1uUzr9+lGwm6kbpn1Sc5v9klF5aaEoSeh+9VFb7zvGSQ5RhbkJYl0tOUxqMMmszjGF2WZIVlWpRoHMKTWKMRQYvGwiorvSbt9BCbjkmNBWEopxOS0tEMNXGSEgYRndXTLK1tkBiYpjkbS8toP2SepUySjPgeQ2WY5pzqNQhabRbrIUsLbdISjlPDQksRlWOaoUfNV0gPPCdJbcFm26eUksVGAxE2mZeV0k2TURQF06QqpvOERGLwypIijcFUWING5JHMYnq1kIaCrKxqTQ5mMTv7h3SW19m6eROB4cEn3sWlb/kAvZVNustLbGycYXFphUfe9h4evfQ2RvEcP6yhwxpBFLF27gJRs0ur1eL8hQv8yE/+KM459oDf+NXf4sZXnyW2gO+zcPoMj116hlD7tNdPc/7R99Fe2qTeblNkGVIFSCkIAL/Rot5oECdzknmMUKoyhXSWNKtcEkalJC3maF+jlYenBZ4sKW1OnqXMshlZnpEmc7AlwvOxpSVQVf2Tw6GlwJMOX1I9sRc5q0uL9FotXFmQJ1OkMPTOX2LhwjtYWD9Ne3mTVtggzicQ+hjnqHUXaLVaGGOQzuL5Gh2GLDQCeoGPH9V54j3fR73b48yT38qlb/52DvduMdrfRnnV53b2wv2Md26T9Q847h/iHDzwlqcJ8zH94yNy1UAJDz8I8ZWPkx7OlHRaTTyXkYxH7O/vc369hzEOlMQVY6aTEc5MSJMpydEuvZrjsUeewOgWi+snSfIM3w/JJnuEzQ79u7cYD6eUxYQrL36Ona3bPPkt7+HkmQuEtSbXX/0apy8+ycHuMW9cfpM0y0mymJWN+yp6bFC5R3jSA1GpKZGVWlBLjfUkmSkRvkc6i9G+Jgo8Gq0uyeiYwcEhvZMXCaKQlc0NDu/ewJNw6V3fiQ6afOuHf4R3vP1ptu7eJJOSLz7/NT7x7z7J1Vde49Wrt/i///VHee3FF5mnjtlwn53bN6mJgPXlFRrNLvVAg7UUpqxqnbqrCK2I2oto5chlUNXOFBZhBXuzMcO4Egx8o9vfNnT2T5xzPwcghPhvgJ8H/gvgg8D5ez9vA37t3u8/234N+AngS8DvAx8APnHv3P/qnPvlv85kfK0rT6JA8dsv3KDWUnhCczRL+baLZ/jq3T2+6cwJnr18jYYOKFTJyaUFIl/zzRfPMMsdi6EkNZbCFuwfxSzWAz7xyjXm84zMWHrtkIWowdPn1gk9j3atRlymLLQbJGnMV65vUY98Nha7ZJOCy7MBKMmZTsj1owmL7Rq7ozkffPB+vnr1LnvThBfu7LPe6LIVT7l7PKDuK7IioxkqPvDgOn/4yh4NX2Jz8HzBKMlxUuCKEt1QLCw0Gc0qP7amr5inhna9hgUSU7HJN5eaTGLLcDAgCDwO84Iyz/D8GrO5Q4WaMPCZxiXr912kSGOK0uKVDid9UgQ3D49Z8lKmWhNozTDNKE1JKSQ7c0fNM+wWsBBpXJnSjgIyIRlZhfA3yF2KF+XsDvoshoJJVrLU6uKsYjafEvgFWWopjCR3kkBDWZQkTqIkZKbEoJAWJqlBqcpLZzhPUNrD8xxZnuBKcMKw++bLCBWyfUdzLgo49eBbuH71Bp5QIOHU6gmiep0b165jrUHJqhrc82rcef0ViizGXz9Jr91h6+5dwodO0ATG0yG1Vpd2r0tWFPgCdm9e4eyjz/AD3/dO/sVHP8fdW68QhQ0yPafR7VZ/29mUTlRnMs3xVFChs/MMZy1SKxabPYoSRJFgCpDSkiQpjUAxi1OsFYRRjvICAl9Tqy8hbEmazDGuxOFT5AZfK0xZoLRPqutEzRqNoE4pBEWeoUyGH9ZZPnme/tF+BUWb9Amx+H4NfI9ao4uUjnQ6q3I7UYSxBUoHhFGdpfseIEsSzncXEPmcrVtX2Lv1KkVacOLcWxlPdrDWIoOA/e1tstKwdu4RlCeZ9/dxUtM89RA/9tP/Lf/zj/4IURhibKV6LPFY6nTIvRonNh/jvR/6z3nhxS/xzkcv8PZ3vYNnP/Mccb9PvSexRUqcTGkurPAzP/eP2R2lfObjH6V/kBHVGkxGR0zHjkB5ONUgufsGZnbAoQhZv/gIt19/hWRyRKvX4eJbLnE0HNLtLjI+vsvzv/9bLJ29RGFimu0FlA4YHW5BaRDSgQXlK6QxzPIYrfzq1r1IaTVD8vmMuDSkxoM8oTEakLz0HPt7h2ycOs3T3/lDvPVUnRdfeo16TfH3vvfDXP/al/je7/9e9rdu888/+rs8/8efYef2bf7o4/+OO6ViZhShTRn3c1rtDtrBbNqvnvS1whQFje4S7YUN4nRMms4QFGi/iadystmYyJco58iAIp2xEvxHvtE45yZfd1iniioAfBfwr1xlO/AlIURHCLHmnNv708FCiDWg5Zz7k3vH/wr4bv7fjeav3Upj8KOQZi559OQquYDdozHnl7p88cYWvXZEraZ4SHf5wtYR03HOTTHmRn/I+ZVFTvQalMADG8tIXyON5dRql+e3dggiBfOSNC05LGeUVnDrcMCpVctX3tjh4rlVBknBZruJ9DSrzQZ1FDf7h7RChXMKay1bowmbnQbPXd3F5HPK0rE3nvPQ5gpXBjmzpEApRa9emeJd3R5hhSPOC9ICfKlY7zXYbC/wyv4RmRPYeUEvlDib4QGtTkQUSLaGCaFSzIscmfhYJbivFzEvBcLkyCDA+BppDUlSoYdXNzYYHh+Ck9SUwHiVckoby0ZUkkxLMuMoMSxFIZlUaE/TrvlsjwqslxOLAEXl0qyVz+ZSm0mSUqs59GzCyaUaqRMI6dgaxbSCCITEGoUniwo+pXx87eHyEqju1iOlSUqHlpLEiIrLggErMDg8KenWJaNZWvlI5Q5fWAb7d7haFlx75ausLK+RW0OttcCwWbvniZbSbDQxWU6eJxhjYTTERgF5OqPbPY0wjjP3vmdaSqSviJoNdJrjhzVm8wkf+YnvwwP+u+kRlxeXiWcjBsVttOtUCOYspRQa5yrmSV6WLLYa5IWjHSrqa+cZDI+plxnxaIhxhpYOmaZzalJigwqZXYoKrxwJB8pHegmpUVhbVMRGk2GNw0ko8xSluoRRDaSi0+7S7/dRymc+GhJJmGY5gTBY6eOsoxnUaXcWsTaj1V3GZinxfIDMASmoRzXKMuN4cEieJ0zeeJWoFpFnJVr7zGbHTCdjnOdTb3VAaU488CCehabW0FrCD0KEH/Fbv/TPkckhnuejFeAswlnWNk8TG8d0PmfnzpeJOh36JuDMmaf4k/ArZC5H+nWCQFNKj+Ew4dobL3Pt5l2yUhM0AyJpcdSgTAmbixT5GCk0s8yx0lYc7m1z+vR5YqmxJuPM2bOo7R2S0pFaxWASs2LnNHrraCSD/VsY45DKJ8CSlg7lgcGg8YkLS7tewwlDnt3DSwRtpE2QpuTGa6/w5Ae/B3N3m2w+YbJ/i359g6jVobmwzutf/CyXX/oa8Szmvd/+Yfp3XqXDgAMlWD21ybxximxwh83738lnP/0HnLjvIstraygH2fAmQiqCWgstJJ72kHODvifbN77HeJxSWIFwjrkpUff8BPfi+G+65P6V299aDCCE+F+AHwbGwLvvdW8Ad79u2Pa9vr2v69u41/9nx/xp+ykhxA8DLwA/7Zwb/mVzsdZWrst5gbYlzUDz8mhOqCDUHg+vrfL6nQF35hMCAmxYcnM0RQJbwwEnFxpVUaEfkKYWYSwv3LhLM9Qs1Ovs5GMQlVDgY197k3ee2+TTr13nAw+fxzr4zJUtXGlY63XwpWBzuUnpLK9sHSJNhh96SOO4fTBEBQH1IABVgoPPXdmmpjU1rUF5OOGxczThaBpTWof0PNrNqsL9Vn/G6aUFuloTm5TIq7gXhbXgRSxZR1NVstW2dMyRYA3GCfpBg0ZLUw6O8X2Byw2FMRhTQuEzOTrE5inWCRp+wMF4TCQFLU/SHyf3MAeyojTqBu1aRGY8xkLicUjTsxRZTGEhlB42T2loR8NmLKFJwpBRVuWAnHAsrGxS9yT9OEGVlaOzFX5VG5DOycqClWaTwpTkQnDp1Cov7R4R4XCepKMj5kVBnJcEQhCnBa0wYqXtMSsERgqiqEFN5EzSnP2dm0hPk03H9Pfu0N04y8b6Iq3eCaxWtFpNsumENPSp15ssL69y7sJZfB9S4MYIuqtrpFnOO9/3QZ775CfZ3tnm3R/8Xj7xhSsc7ezwkY9cp/dzAd0nniYIFEZGNNrdypdrdIDWK8xcSa/VoNnqYUrDI9/8XVy7cQU3PsJ6GhkGFEWGmc0wZcbUGqSRhDpEYWgGEXleUJqEhh9irEE6SLMci6bd0Ailya3AxjGH4xF+o42zJfUwIs0qlwknFLLMyUTE4vIa8cFt4kFKNunfs/GpGCaNWoPO+gaj4YhpGtOdjfFMji1ydBSRzCcoT6JqIWWWE9YanLnvAboLS3i+5qXnPoUQjnajg5uNGBcZpYV2qOkGEft2Rj2oHNRrtYiiTElHfZJRzCd+63nOPvZNkD7C+9/9NHcPvoNnP/5JHr30JC98foxIM8LIQ/fWMTf3eOKpZ9je3eb47nUsgiCqk6VTtN/A2IKizLl2d5vFXsKLuzs8+s5vY2ntBP/Hr/4K7/i272b57MNceOujPPbkMyRpxtHOFvs3LuOERxAppPApTY7zPJLcEngeOvBpUzlC99ZOEkYReVyws3Wd4WSMsIazT70PbSdsnj6LDn2ageZ4OkfrOp0o5PKXPkviHGcvPsxstMv1l1NKv0FNZDRqK5zQKftlky88/yq9tZOcvO8UcRyTHe+QG0un0yWoRVA4jrZvIK2pWDhehTlBaHIh6DQVZpbhpKbeCDFF8ddc9f/67S/daIQQnwZW/5xTP+uc+13n3M8CPyuE+O+BnwL+R+DPIxz8WQ3df2jMrwG/eO/4F4FfAX7sL5jfT1CF36gHmizPcdbwRn9EJwx462aPK8dDlqMaxhgmJgMJjYbP/a2QIFC8ttcntRaHpCxLIt8jLw1ShTx6ap0/fPUqe+MJ87RA+x413ycKFZmxrLc63DqacGapy9vOn+RgMuPSySWu7U95+e4eoSc4v9HllZ0DZO544MQSt/aP8X1FlhtC38MzFWY58EMyl+N7iqQomY4NSvpIkbHaaXI8iYmNoak1e9MZ/XhSMeY9y+ZCi6NpTCBLDhLLyeVFnj5T57X9AQvtOqNSUFeaYjbnqD+lHlYsjkFWJTfB48RCi8lkQE05cueYZRndWkji1VBaUyt2sIC0jnpUw0iJLWIaAmxu8JRlZiRr3To7A4dwsiKNphlCSKZZwTw3JGXOXDYIA0WkBIN4Si2bkBiPlu+DlMyTGXnp8LTPNM04tbDAKM3Y7s9YrDfIy5Q4t8yzjNOLHa7uHbHRbbHcavLawYzjOEd5IH1Jnk4YOIMpS3LpEQWCeVLBw/o71xkcbLO+eYQK6/i6YrFsnHmAd3zLe3lqDW4Dd7ctK5uShzowff8HCIIau3eu02g2GQ4OuH7zKj/2oSf5zU/F/MN/VOctzzxFe+E8mWmxffMFrCnJTQZSopyht7hAvdbgu7/nwyi/x3d/8Em+5wd/HGsMtSAgIIKZpW9TnOdQzqPSr1aCgXlZUqoq7+PCBt08ZexAGUtWGjIkRe5o1nzMPXR0r9bAWUtWzpHOksYzFlbX0PVzID2kq4pLK2l2DQWoqAGeJmg2mE2m1Ftt0izl2ID1fFIrkLYgaHY4sXoCT4W0u12iRpNavcl8esybn/kYWZKwtLTKfHhAfXGDdlBjsnWF2WxG2GrTNgWptUR+SNhcIi9LwqjBcJLR7C3y7Y4SPgAAIABJREFUA9///Zw+d5q5CSltyDydIMqCUxcfY9jfZ7x1m3/7b36X3a0b9He2KdMJyxun2Nm5y3QyBGupNwVlURAGLVqtLmk8QyCYpzGTG1d46Olv5vaNN0lzQ/Pxx8gKQW/tFMOjA7SvoUgxVpG7lMwZhBS85al3cOf2TUaHh3iR5cS5t7J/5zZL3Tn7gwmBr8hiS2kdN7/6eSYbpzB5TlTTtJZO8L63XORgb8a1IqM/GBO1FknHA2bOo720ziMbC8StNTrrF8mKmC9fvs6DayG/9/vP8aXPfpK9g0OU1JxYW6K/PaXdW0TqiJrv4wcNTD5nXjrqrVXU/AbNICTOY4JQ4bmcOLck8fwvWP3//2t/6UbjnHvfX/Fa/xfwcaqNZhs48XXnNoHdPzN++17//2eMc+7gTzuFEL8BfOw/ML9fB34dIIoCdzye8eLWAWeXl9ge9smlol2POL3YIwoqWqFJC5pK8/nbu5xa7HJxfZVhMqMZKApjSPKM3EDNrxjnT549xbOv30D6DltUjq3WOY7mc7YOBjQbNRZqIZmF04ttuvU6a124uLnAOMlI84y1botASz57+TbSSay1PLS5wqu7hzTaEXXlc5ykhMpnhqGuFMJCPZCEYZP+YM751S69Vp3PX93m1v4RoefTazXIbYbA476VJd48miKw3DkeMk4LavUA39f4kaChFIfzY0yZ4YTP3DhKV1XqL/ZqTCd9Jqnl7OoiWZEytxqHR5amTCdjKEoUkkB77I9TakFBIkRl9ulLYhnSbfeYFjmnmoq9UcIkL/B0DV86TFlwnBa0ay0W6z3meUrpPLzSILXPcl0ziDOyNEeLSu6ZliUr7Sb70ynOCuLM8NTZNSLV4sW7Bxg8+tMZ739gk5cPp3xle0IpCoLIJ5nNafga51xVSY4DT+Ms+I12pdAqpmTzCXeKFD8IMHlGo95ld/su08mMEz/5Xbz43BW6K8tougBEfo2lRbh5Nef+R9/Co888w2ML8Cu/+W852tvhf/r5/5qmgN/+3E0uPHSeW6/9ESsbm+RZRqg1WarpNCKU9jh/8Un2BwM+8tP/CF1r0jYF8zxhPM0RtsAANe1TYec9wkCTFZZCaLr1NkU6r+yFMATSw1FSV5K8LJHKx+oWYbNBvd5gOD7AxyOoNbBmSquzQnPlHDouGB9tM5n3abR7ICRRGOJJRWf9BNlsSJqXRKFPfzShHnhEYYDNE2rSMLeGcjrEmZKlhTVuvPIVyiQFlyOjGo3106g7t1B+QNhboYgnTPt7FNZiREAkfVwQoAqLbnaQvocGos4S6WzCcJ7ywhu3efQDT1CbQ3epy9ryGt/ynR/mC3/wSQJfI61k69qb9Pd2WVvpsrM7o9HssrGccfvuXaTNmU0GeJ6P7/u0a02mkzGlNVx58cusnzxBo3mW8w8+jJCKg/09wrDF9Ve+ijEGHXYQso7uwOHhNo2oTY7m+huXaSwsETY02BxfB9TbIUb55PNdSlkJPQLPUe+tsLjYJS09Ns4/yMkHHuVzLx6w+9JnkTZj89QZ1tdXeP3V1zh3qsPOcZ+t21u89OUv0O6scPrkJlrO+Njzd7h6Z5uyBJMV5CYmzVpE7R5xUhKYOcL3SSYDstzQWz5TITNMhsunMJsyyVI8FeKHHsp+48lnf6vQmRDivHPu2r3D7wTevPf696hCX/+aSgQw/vr8DIBzbk8IMRVCPA18mSr89qv3rvv1+ZzvAS7/VebjrEPjsbrU4urhAZHnM50lCOMYxCm9RsjxZMJ6t8H2ZIynNUUhKEvLtcMJD26skBtDWkiu7R9x/8YS8xJeurGLCgQUklBrZGlBCraPpzxz8SyiyHnp7jFnV1pstLqYoqxYHaVFeZAbgRKQW4s1ltgWNEWTrfEUT/ocTxNGuuSpk2tcOZzy9MYKzcAjyzMirbl894jz621SCy9sHSBFVREspGQwn2N1RDlPOcwttUBjjEcj8JjkGUIoBnGCE4KJs7jC4AnJPCtYaEeozICUlEmBdIbNE6foZz65jdEUWCzLQU5sLKVUFBYSI1AKuo2AzJREnVVmqcF4M1IhObG4xpWr2yghWWjVEULiTEmvGeFUQFn6lKZEOMt0OiIwc2b3qquR1SKWZBWawVOCfpzzwYfP8OKdQ546v0meFwgLLhc0mz5744Qv7w0ZJCBsTqMWkiQJnmfxMPihT1oUFYHSWJx0RDYnKTPKPEVIH0qDDBWZSRhNx6ysnMDEh3zludcojOGBC9Umc8fCg0uggeWVFR482aJz7/s3H/VRYY0joAlYHXD5y88SKo/56BiEj/J8FlZanN5YJUvnbO1tc7S3jVSaS5ce44uf/zwuH+JsSp4kaDRFVqJbCzhXMIkzvKiOdobZbFoREk3KNC1phRZbFDgV4oSk0WwTNWuUUmKdobOwhrQlZTynEm85TJagXU422sF5AhVECE9jkYiwzuhgj8zmdDrLFLak1wvQUYvR4JDh8WHldhw1abbbpNMpR26PbD4BP6TdXKG7tkl/5w5COkSZ02oscJylOFERYREetkgr92JV4cp1EIJzjGcjMinx6i1G4wliCM/+8euUyZilh9/Bnb0+RigWF9eYTibESYLnezz08OOs3PcQr3zx0+TJEFMUdNttBqMhKIX2fUoBQb2JNpZas4spLTYrGR7tU1jJo08+QWwbDI73KbOUqLNAPOkjrCVUmtHRAafuf5i9MsMP23jiAOM54ukRdjakLwRR5GEKcMrDOp/O+hlay6ucOHGBx95yiddf/Cw2zzjcvYGQihxNMp+wv32XrTvXede3rnC0t0293eHya6+wtXONYpaDi3GuhtIKXFmJP6xByICw3iBstjDZHJNlGCzxeJ9sPqbR6DEdj0myQwQSIyRChgThf+QbDfCPhRD3Axa4Q6U4g0pB9iHgOhADP/qnbxBCvOSce/Te4UeA3wQiKhHAnwoBfkkI8ShV6Ow28JN/lck0Q832aMrBZEZpQPmS+3ttUk9yshmysrzIe6Mar9/eJxACLwjZnc+JbQ44fvtP3qBXr+zdL64tkhYlSTwD6VBW4muf0loWGgELzQ6jNOUrN7bxPElsLYPbMa60LC+06ASKYZrh42gFGodgmuQ8ct8pXtw9Istt5QOmPLRQtBo1XhnMUZ6gH2dsrp/it//4RbQnqHmKuztzHlyIeGRjkS/e2CN2HpGQOCx1UZJYTbcRYqYTlBS8sj9Hag8hpzjrUVcCgWNoCzAOpRTTuCDSgmmSMSkdK62QIOxi/AQ1s9jSIyhmOGMpdY1JMgUpWGv53BxlOL+D9iyz0ZBW5EgslIXl9Te/xko9QEnFMM3xPEtcWq7sT1jotkkoiETAUq9NLR/SnxbIsMsoF9QpcMISSEnhCRCCt51a4sbRgDvjKQcvvol1kJfQaIQkcUHuHMNZQmEFgdbEaYnyPWxZkovKSVoqhwgb+Kryh0vzGGsNzc4iDkkaz7DJFKU88tyRpmOuXs+5fu0q7/nOH2CNChswn8BNYZnMZgS+ZgaMCnjhiy9z8fG3s37iHNdfGXC30WJ846s0SJhHdZToIGuWoNHk/PmH6LXr5NmUq69/hc1TF3nvd/wQ0/EupvwEWiqqVJiH0AItIywFpixo9TrUO8uMDnYRLkdpn7mpnlJkqwVZTtjpsby8gq5VVNbB7g0KpQlrNQJhKPBQQmKsYLh7HRV2WL3vEZLUcPzmswjlU498pqOQVrNJKAUH2zcAQRD4qGhOMj1mbXW9YpkYS5sCvbKMWFjl/ifehTMl3fYSe/tbXH35SyhhOfXgJZJ4wuH2mzgLUavHbD4lavUoh4fkJfTaveouPY6ZmYz64iaz7S2++ocf5V922lx633uoee/gc5/8H/jdF/8AFy1R8xUPvfUS1998kce/9Tt4+pvfg68z1td63Lx2i8vPf5rclESeT2EKbJaQSIny69giY3i8UzF2FlaZxlOi0OfujVs0l04wPDxAKkOrt0l78QQHW1fwVcDpi48xm02oaUE8HtFbPcVstMvRzjWsF7J64gKHu1eJvALkAo+/+0M0O6sEWrF5cp397VtMpzOwMRk1Bls3GU9zPFdgi4ze6hrDuSFSHo9+03vZXF/hYHuX3aMR1i1hJgcEtZCTJ57EGsfS+hr9/X1Gx3uIYZ9IOXJT4lQNW1ZQxMJaCltWBVhS0222QGvyLPubrf5/jfa3VZ1931/Q74D/6i849+jXvX4BePjPGfP3/ybzmWcl86RgpVVjezhlXpZc64941wP3Ua9FDEYxa92ILxc5vhBIHJurPd7c63NpvQtGUYsE0yRlGudsDQ+YZQWFdbzj9DrPbx1hnQUrOLu6gCccf3RtiyQtUEjwJZtLbaSQ/P7LN5hbhy0NnhA8cW4TX0kGswQX5+jQY9kPOUawHgkOTYl2HlJYDozmj24e4EkPRZUA31wKePnOiK/cHWAEdLWHwKB8SWFLVpt1JqNjlKfI5oa6gkA56kozShKkCsFamqFPXho8HZDkhrh0OOmxutjlYx//PT70/f8lTVUy2N9GOEN5D/l8fqPHdpkxilOStGQ18ugyJ0st1uRM84heo01HHjNpavA0RVFirCVNDIvNNrLdYut4yqlunSSfM+knbA/GtOs12rLAipLtqaOuPe7r1ZgUlv5syhfu7GEKidLVXJPM4GFwWiOLjGYg6MeCKAhQSmKSGc5U4RcTT8kMLCysEAYCg0etUa9i9donyTK0qIijCIF2oL0SOx9TmDHd3gLXXv4SH+vWeOTSRaI6nNaSnXYLDzgeOJCCWrNJlpXcvnqZ3Ts30YoKO2wc9z3wFrZ39hnu7yPFLsO9u5w/d45sHtNs1QFLq+aBXKW7fIrRwR1arSbTQYmnFIVxeHmGpyOsKRBlztLyKkUyw/p1Al8yHE7o0EYur7G4skFUb3C8t8Po+BgpHO3eIn7UoCwSgjwlzXP8qE7vxAXSIuVwf5tsOqT0a7iyJJunqFCRjY4pPU0UhRipEH6NeHCA8SQLrQ6FJxkeHlAqgW736O9vc3z3NtZanDUcHx0ADq00x7tbpLMhWQn1ZoM0T6o6j0aP6eAQqTSlMZQYROjRC9c52rlFmcXoKORkb8jlz32a0hQsnXyAQCnyskT4DQZxQmpgNBjRn6Y0A8uZ+x/EmIIbN04xuvMGni3Y7LaZqjppnOG8CgTmhKYsUuajPk562Nxj7eQFjg/6tFeWMWlClkyxecy5c2cYDQc4EbJ8+mGuvfQs2XRIzZszPTrGKYdLE4a3voYwMCtTAr/OK8/9Lhub55nEBc/Fc2r1BhceeIh2d5mL9z9AemqNuzduUWufJKoHFNmUL33q9/nhv//9rJ89zyQZsb6yRv3NN1lc3UTiaNY0rcV11k+dx9mE67f3+YPf+x2kK5gnBUr5nD5zP/3+Ea1As719DfIcHUZoP8APfEoh0eE33iDm75QFjcOxM5pRKzQ+VWX3qV4LW6QcTksWopBpnPLtj58ny0rG0ylf2R4jnWA+y3AqZ17A/Stdnr21RzsMqCmP7XHC5cMjpHHU/Yj+PGYyn9Jp1HnX2U2evbpNZgzWWD79+m3qvmKSFZTW4WuPcytdemHAMMlx1pK7gshI4rJgGhfczQWNekSuPYrS0qqFFElSmQRqzYu7fY7mde70Y5yEeq2GTVLGSYmSsNSOOJxPqUnBLC2RQlTqsLKkGSqmqY9wjlmW06wFpIUDJ4h8xTTJaHgSFQX8g4/8DJtdwetXb7MUqYpNb0oaSnAwHiO9Kj/TbfjcHhWURtPVFnQdZz2GRYYqcyZZgfQsjSii7QxGKNCKwjki32MvLmk0l8jTIU5IxklOFAms8GjVI+oiZZzlHMc5ppSkRcpmu8NRGmOMxfNcpc7LLUlRkpSVJUvo+SRFgi8c9UBRlAZUSKQd5CmFlhhnIYpwCJKipNduM40ThBMIFZCOh7RaLZwwSAFhGNCIaiRpzAkFfSoVyxrwx9f71JoNamHA4to6r7/6KpOjfU5duMi5Bx/mEx/9DXJraSys0kwSyiKhzGNC5QOCqNYgyQve9v5nuPLSDfJ4xqkHHycKu4xf+hSeL9GZItIemTE4AWnm8JKYdqNJY/M0GycfYOvGaywgUfUmZj5lcW2TeqvN8OiYzFkCT2OMweQpnqfwF1ZozEd4YY3+8T42mzE63EYZR73RAGMo0hS0xpnKYWHmFK1ai1l/rxIH+CFSK8o4I/QkUvkUWUE5n9I7eYFGq87B7dv43h6xrVSUyXSEtCVeEGCFR9ioUWt1sGnFslfKIy9SPCdotXrMk5imEsxlxYH5l//id1C1FR558i08863/CYdHI77w73+dtz7+bsbTAxA58/kxjV6P3auvkBQZh/MQJRyuyPGEpNuscdif4GRAmmVgIYoCcs9jnudEUR2n6lgR0Oq16R975H4NlycsLS+RlwWL9z2K9BT97St89w/+ZxwcbPHVz32eoFbHZimBL5mk88o4FJ/ZbE67HnF36xbN9hKdXod2bwOjNNZYdC3Ar29wQkZ0e0voyGf/9k0OzW1uXLvJ+Og2fn0dUQu59PZ3EmqPmmdR9QVkZ5W11TbtRgfp7/H5ta+RDxRaXKU0FqU1pUkYDkaUWYnnSaSn0J5PgcDXCj//xvNo/k5Z0Pzv//SXf+E/fd/jZEXKSq+JK3KOp4b7z6zSi3y08qnXQt7Y2kcrzXK7y2on5NZwSj/PiBTsDGcstSIafoQTlpPdDoV0DMY5QlvSsqSmNb6qaJC4e466ruCJzRX2+2MkHrOyoNmsmCCjecpgUnFvsgKCoFrwzi8vsNkM6TRDZhl0I58sL8jimBYFcZqhBGAcwyTFhU0cEpPFzApDW0umSQ6uqrpPspzQE0jhkMLhrGCS5jQDzTgrsVKQGUeoNc16Hc86tCgR2idYPkf/+ou4eEAv0hgMqTEooLCw0Ig4HMc4U+KEot5uUcqI0vOZpQatFH4+5MbBiNxKZgXM4gRPeoRa0KvXGE4L1hY74NdIiwSXJdXG6Cus0zTDEM/GKCE4nuV4ukFSZNR9wUGSo5WHE5KizDEFqFBTpClSKbQHWZZgbYnCA2PRSjOK0yqPoTRSQmkdaZJQj0I8IcmKEu1XC3EQ1vFcjq8kqRPUQ5+w1kIHAafuf5hhIdnshBRU8eCt7WPi2YzeSoe7t+7y4Xc+xFvfej93Bjmf//i/4ef/4Yii9YMc3byMUD7z2TFraydYW18mzTIEsLK+ztOPXsTUekRhmytXrpFOt9m+cwdPSErniAIfa0VV8R9otApYWlpl7fTDbF1/g2x8hPQ8wlCjaxHd1hJF6Rgc7WNLgY5qmHjAfDrDkx55njHPDWVZEvoam2fY6QBVCwl0iLMGVa/TaPUoywKTlzR8SZkmzJypxAlaY4AyTTgaDklMyXhY5aGGh7vEwwHHhzvkRUEQVJ5k68uLZF5AnswQStLqrFKmMYOjHZyorFECP6IZKPrjIclkiL3n+J3mJdbC29/7foJ6k3w64vbV1whEwa3rl1la2+Tpv/cjbN18nen/w96b9VqWZId5X8SOPZ/5nDtm3pyzMmvqru6qnordbLYsji2CEk0NNi3LlCDbtGwBBvyiBxuEB3h40pMfZMgwbMgGbIswKZBiczSrmmz2UFVdXUNWZWXldOdz7z3TnveO2OGHU3q2AKMNu8H1A8552VgrYsVa3zdf8v4732V6OuXxB28ThSFXrz3D5M5neOfeOyySlLJO8f0Q1wsIuyOUCjHVCteLwGjq9JyLs2Oee+mzXN3qsaot59MTpB9y5cbz7N3+FFWe8yd/8M+YHR+wd/MuvclllmdPKbFIxNqwikcQeEjpIZVANgXXnnmZ0WjAarHCUS5ZWhAFDs8+/yK3b9+k4wtUPKC3sU3cibn/8JT52Qmf+/JP8FM/+3VuXrvM+XzGYOMSWZ4QOZKDRQGior+xy8ufv83Bk8f0JyNOp1OoUvJshVIKbTS+6+A4oKwlkBLtuDx9/PEPFUHzI1Vo/ov//D/7tS/eucEHByeAYrvXp7KaPC8ZdgcIIYg7Pt3Qx1cu0LJMc+ZZjbIOO70YV7ZUGuZZxmlaMCtqirxgZ9BlWVR0PR9cl7SpUZ7Dbr/L/nRJnmsezWY4SlF84q/R1jLpRpR1g5WQG8OyqLDtWtq0Nerz/eMLNjoBda2RjgNAWnziFfnkjWK767OsGlwrsG2No2usbsiqBikE3ThAei6LQlNbhZGS2kBjwEoPJ/RRShG6iqqBCoemFWv/u4BSt7SrcwLHYmyLcn2QCtOA7yqkcqibtSHSUS6d8Q7KsVR4lGXBRhwT+wq3WnB11KETSDqOAKmQoqUwFqfTx4s8jG5ZLWeQpAxjRdXUhFKBaOlELtNZQuQrahVTVBV+sHai+26ANg2+Ekjatdq4bSkbjSsFutKYxhA6UNo1H0tIB+V4iE+U0roxuEqC46CCkLwsMNYhDgK0LuETXXLreky2LxO5HkUrcZRieTGjqgzffese7z084PXXvkcQuNRVw703vs/N517ics/hN//sMQ++98fUreWbb4xps0M+/5N/g4/vv0N2fsZoY/xJq0ZT1xW/8nf/Do2CLIfTs4IHjw44ffIOVbJe2FRugBD/QhMgQCiGow3CTofF8WOkaD/xwgiQHqZpqOqGTqwYb4y5+cxzeEHEYjmnyDKEKekMN5FtQ9jvI9ILdLZASIUT9PA9BykdrLXEvQ1MXa6d9HmOF3WJghA/jIjjLkmeUBU52rYYrRFugG41SrlYC44jUEisNQShhxf1qJdTOnEH140p8iVat2xfv8tiuo/BMu71WWqDcgLCIEDXhiAIkdLidyK+8Bd+gWef/Syt06JkTNyJWSzO2bz6HNl0H1st+ePf+l84enyfL3z5y6xO94nGlxF+h8FgSNiNOT98TGs0QkqCOKau1jfNtq1pdYt0Wqz1mM9mvPC5zyBpyUvF+fET8qpEm4oPv/VHnB0+IM9SmmzG3/ir/yqrdEma5OiywfMCPL9DayqMMSBabK0xxjK6dJUqzz+5xUnKssD1fHB9XOVhhEI3litXrnD7zh2ef/EZNic9ktzwnT97jYf3/4RHD44YbzgcPp0yX82Q0iEMOyxnBzx9MkU5lp1LV9FIVkmOF/qoFpTvYVpwLBAEaOFRNprjp3+uCfiXDs9xEK1FO5I7O0OEVLiuIM8LpLueFsFY+kHEw+MpyveYDAckj0/wlCR0YLS9yTcf7nN91GeW1DTOmia82Qs5TlO0ErTGUDeCgXLZ7MScNQ2V1fzUs9d5/f4+gzgkzdfOlXleg3CIvIDTJKPjO+RVg/ID3j+cYpqKd44W3BoNmDeGG8OYtKxQDtwcdZkVGle5OI7GKp9AwDQzWC0I+n2sbmlkSIllq9/FtTXTpKIfKKrW0I8Vy6IkdASa9TZ+VwlyXSGlJNEOjrC01lBpBy9UGNMw7nRYWYPEkjQtqzwjCiNsWzPqD0mKhC2zbgVKnTGbzRkGioN5Rj90iUOPnnA4SHOCMGSRN+R5zo1IkDvg93uURcZW7IOFi6xkfzrH7wyo4yEdWqqqwtKgjQPKstNRnK0qYt9iNXQ9KKuWpqoIpUB5YCzsDSNOsgorXDqDPsqLCJSzLnjKJegO0FVOFHTI65xZnhPgkFQ1G5d22d69yl//d3+Vi5OSt177bQwNRZ4wGIx57vOv8nu/8b9x99lnsEIyOz1j98pNOpHLf/+br1PXBXe++FXKqubTn73FXR/+4T/6n7h8aQubL6irEtHUNFlK0OlSaMgW8P7jGYsUlLmgWM5phYMnHOq2QjdrXbMUYj0xVSzZn5+ze+02jdY4yqOtCspkTl3V7N28yxc//zU6m338eMKjh484fnyP+NIenutz8+7LTI8+Jl0uaMoKpCIIXbzhiGR+ikXwr/zML3NyccL5cBfZptx/45uYi5Lx1iVq3TLwA4Qb4PkeTZHz0p3ncXauI6XDvTdfJ8tWSBsRxDVGawb9IWdHB4S9PpUQ1Mtz4tEOYWfA9MmHmMZghYMIu/htQr6cUzsCXEljDOFgRBzGvPv6b3KwcY2dG8+xd22H917/AXee/TS2LVnMjjk9+Bd74pJ/8t/+QxwJv/ArPwbWMl/O2Ny9xos/9lN8/7XfIu50aHWztmEKsW7pAWVZ4xZztreu8M//yX9H2Nvm0u4W5WrGbDalXJxjVwu6W5e5vHeNxcU5f/aDD1mcz+kON+gMNjk9fEjs+zRNiev4GNvS77hEUcTs4D5ShsTjLZZVSZknSNdHLRNCKcjLlLIo6fQ6/NHv/Q7GaF7+8Z/i+MljsrNTzoIOtJZvvnHEzqVt2iqH/ddY0mc1P+Sjd2aMbr7I+SIDJ2B77zrLiymmrXFqQ+14KKdBuwG6rnGa/x+QAf6/FElV80/ffJdrkwEfHZ3z8u2r9MKAtCgI1dpLURnNMtUMejFlpUmTlDCQUDpEgc9r7x/R7YQY4Mt3r/K94xM24i5FA30/ICtqPFdRtA39TofTskC6ghiXP314SGMNOje0rWCjFzEzmrIR1DpByPXbTWsFPpJYQd+JuDYe4Hjw5CjjqbVIKUBYlrnhzvYIKwSFkOQohDZ0PMXSVIRuiAwBI+grQZIUlGiGcUCalyAtaV2jWkPghzTGELgSay2hEojWYoTFSonf22Y1P8eUBpQg14ZGWxZVhas8AtfHkYauF3JWWGwNTjbDdx2WRYWSgmXVoKRACIeqhrQuQFjypMHvukS6oGj7bHUFh2nJeBTRZAXnWUkvDNgc+FT+mJujmG+9/wERFbqSyEDgmLW0q20b0qwl8nzKumWz2+F0mSJDgaMVLpIKxajnsJjXREOH1miSxiBsTRRfohd6pFjqxuBag7bQGIMXdfi5v/bvoQKPvIIqzxDKpxd3acqCr3zlDg+OLF4QYMoGGcaEcYeiyXj3zTd45ce/QtCB1YXlZHrOW3/6Pne/dg/H9dkabvMB4WhuAAAgAElEQVSo/QArJFEYYC1MdvYwFqoWTF3SzM94fP9tSgPS9TCtxTQ1ylu/M9zY3WBW5EinjyYBXeEpB9UfURcFRV0Rhx18F9778Ad8YePH+ODeB3RDDz/qEPgRdV3S2IrV4gLTNEz27hJFAbPzYxDrJduoP6JUHk4QQ3PKxw/exbQaR/kURcag0+dsPuPKzefo9jfxe0MSR3L+wdtMLt+m/kQJXScLHMcQhjHL5YywN0AqQZHM1wpvR5KtFlTGIJSD53q0raEsC1TUASkwTUFlBb6U1OmSi/OGdHrMcOcyp8cXqMlVAmqMLXlwMiVfnqPcDq5vaaoG29Z0RzvMpgds7+xyfHhKscoJwi6uctC1IU/mCEfiqCGtzmmlpAwC0nRJ2biovKQqNZ3uAOFH1MWKaLSDPxhhzHq/6MP37hGEAY619AZ9qnJCWZQoRxIFIXnTYNr1To3TWhrZkOYJbWMIg4giLxlvKJZ5gTXQChcpW6zfod8b0jSWqBdD2Wfv2g1a23AwXZCfP6HMF5zp27xwd5f770wZ715mY/sKployPTmm15nQNpKLi0MczyfyNB4O0oGmG7KsVv93qfX/cfxItc7+m//qv/y1nUmPwHdxPZcroyGibQk9F21btLHY1tIJA+LQZ5mVaGM4maU0bUOmJdJtEVh0Kwk9C1pQt2uEe9EaPGetar2zMaJoDB9NF9RakxU1QghCAcp1WTYaz1trisddl6pq8D4hML9yY4c7O1scrHLA5yxfIS0sSsirkhZNW7ds9yKezBIa5RFGPfI8Jc8LWgzGCLqBh9SGuirJy4LIl2i9NjIqPwAstTEIAYEXommRrcRYgedKCt3iOy2tMQSutzbvteAEEdNFipCS2AOtBYHvIZWP4zlEzZzANuSOR1m2dB2NtIJu1ycvNYGvSA1ox6MfrBW5XaemGygaBI5tGXc6VMZFlwW0ksJCPLnMMk05SQrqpsYbbFJLh6wW4IGjDUJYPOmRNTWe65FrA9bScd31+0Nr8aI+eVETuR60Gl+0mKaAYITvSvAC8uUc1VY4yqWta5AKL+7w/Ms/QZHVfO93/1d+8Ppvc/70A45Pj8iSFRuXP8PybEqeLSi15aUvvEJrXXqdPmEc0+l0+fjeE7732u8R+R73332Tb/zeOX/73//bnB6fMD2b4kqBVJI49PiVv/s3OT6HugUReCxmh0yf3EeINU5JeQHDXp/tK1f42l/6JWZFy/tvv70mEucr/NEWncEEawxu2KUpUnRdEHd6eEFMxwt4/513gJb9jz9guVxx+c5LXMxOaTUML+8hy5r5bM5kew8/7OF6DvFwk/17b1BlKXWZkJ6fIoTE649JlxdkeUWofKSU7D94h7A75ODetxns3qapDccP36XMUpQrKesWYUE3DUVVsVwtQSg2ti9x+dodvNDl7Hgf6SgGgzGrMqfbH2HrEheDUB5SeQihqKWiqXLqqsYYwWBrG+WG9Psdnj7ZpxMGOH5AWWdE/S20ronGt1E6YT6fgooJfZd42GNzZ49suaBIL9DWYq2DlC3K95Cui64KrLF86is/TuC7FKslKB/ZKhxPEkQ9aEuKJCNdzXGEj0tLacT69+oS6Xk4noKyJgh9dNPQCh9vMERbh6au0GWOCiO6/RHDfg/H9Xny4AE4kkcfvo+uKspkji5n1MmK3miIdATnZyfEtqB7+dN8/Zf+bV7+0svkeYbywVSad7/7x7ieS6/Xo5ydkcyOaZIZjecT9Hdogw5xr49pajzH8vDjh3/eOvuXDW0Mke8RSocrkwnGtrhhyDv7x9ze7FM1FXujEVlhOJjNCCVEvsMr13bIy5p7p+d0A5+LpEDbmq3+Nj2vZlbWKAF7gwlvPjkh9FyEC7oxXN8Y8d7BMUoKlLCEfsBBmkHb4vmKtqyIbMCM9al5q9+l1pIWwa3JhMdZzvKkpA0ChGkQDrhy7UOfDAbUfsp0leGIhixNqRvDKPZ4aatL3jQIHO6fFWjhkBpwA5/WSEZeS9aCK1xaLIWu8YWkaluqem3R7Aceq2p9opbpBXd3xvzgdMEqTUFrnH6PWtdrqZbrU+YLpquKn/j8HQ5OGjaLMx5lS7Qr2e536cchddNykVa0yuHq5oCqLMmyJYe1IpQGv9vBeg6ySWjznLq11LTIwR5Pjs/p+wbdWHB9VlmOchS7I0G5SGhYb/gbvfbNOFLgtSA9jzBwuUhqgsDD8Tp4WlDVS/p+TNK0DDf2GE+2SNM5VZ7iui5ZlhJqvS7EUczNZ1/m//zn/zM6mTHqd9mcbHLtpS9xsVyyWsx47fd/g1vPvsgzz32Wusz5/V//DVwv4NKVPYoy5/DRQ5bJnBt3X+Di7AxbpFx57kW2JHzve9+hSlcEnQjRtvxr//pfZQxcxHD8ZJ8/+8ZvoquC6zefYzo7o31wD4ylkbDIGv7ktddYTI/Yu3WX2ghG421cXbM6n2IcD0lJpz/CEVDVmqePHxIEXVwX5meHjCYjFhczDu+9gSMsWa2pkzmlXuugi/kJBo0xAjc45oWXvghW8PiD79HaFokgcgTR7m3i3oBktaBYzlGux4O3X2e5mHP5xksss5TFcoGrXHr9IY7TEHZ6+J0By9MnxEFMQ8uzL32Js/0HVNkKx1q8Th/lh4SmIb04XhM8Wk1dZfhegGkb6lVG0J/QnwyIxzco0nItYbMDrt39PEFgOXj0iMGVO6TTKcr3MVVO0WqoKrY3FIdHS548eEgQeCxmF+RpgWktYSeizlNaITFNjR8KoOZ7f/gNXnj5C0Qb21TpEhWGtKVkeXFGb3MTqRqEVATdEOl6jMIYz3XZeeVVPvjTP8JHcFHlOK3E8X0a01KuFlxMzxGuC0azmp3TXloQeu1ah95xSRYz6qLgmRdfInAVbZWS5Rm7124y6o751f/gV7n37lOOTw85fvgGq8zw4MFHxFGPsBdz59nn2b75KjdubWGNS5avGA87lDritd/+H1jlBX6V4nVvEUZj+N3f/6Hm5h+pQuMpxbjTYZ4WhL6D6zl4ruTupQ02en1cYVglJd3QQVsfXZScJxlXJn2KOGQy6HJ0scKUFXev7WGQtBI2BjGlNhxeLBHCMukEzJOar724w0fnGaErKbRDGEiOkxIXh7tXt8iKhuev7fD20yMm3ZhpWnFp1OPaxojf+mifsA1oVYsSAtsasA1tA64f0PMDtDBsBSFZbTCOpS08Itngf7LImzdwUdTUrcX6ikgpcuEgKTlalYTSQTot/dhjkWuskrStJAg9WiwXZU0oJUIISg1RGHF1C57sT+l1fYTj0JZrNUFR5YDFU4KnRw0XixnZakHgKYLhFdLAZ3//Q1zXRTkunX6fpFJ4WkDgYpIC6zgkyZxh1yXJCs6SHAfQvQmB4xB2IvKqxDoGxzpYXaFUQ7XKmVc5VzoxlWmpRM1AKWZZjbYtPd8jrw2Rp0isQ+BqpM0xrWCVlbjKRbQNy+WMcrXAiHVbMHI9qtZBuoK2rZlND2lNQ9AdEoy2KKqKw+MjyrND6jJBRn02Ny/x8b13eOGzn+fSjWeIgghXCT7zynM0Fdy7f598taLMlvzEL/4yX731CTfA1Diui7AObuhzZTIBYOIbvvvgDaIo4pWf/nlyevzlTw/5t/7D/4S6LIk8RZYuOTx8SqsNMTHKcdBliXUgHvQxuma1TKiLHF2XdIcTok6ECl2aec721WfoDjd450/+gDBwSSsB+ZymKfGjEAmYpsQIF8f3cBzBcPMSy/k5WVHgKIkjHKwf0u920XWBbWsuFjO8Tsj87ILR5i5ny5TH730TYWraVnNy+BglJZPtK0wm25wf3CfwfdrWpW1b5ufHtG2L6/tILE1Z0LQG31ujh5QX44g1et8xErcjUEKzON5n59ItjCnpDfuU+YJL126wf/996qYCoxGugram1SUnD++xeeUm7/7gKXV+QRh6RJ0ejlQUucYKC6JESknguAhbI6xLurygu3GFp48es33pEtL1UNriDcZMdi4zPT0mDHyaQrBz+S67l7dQSmBlgDYF2hrKIkPUBoPBSoVUPrZK8JTEmgZtGoKoR+CHRH5E1UhkWxG6DSoMaI2mNxriTPrc2blGv9Nld3eHJ09PmM8PaaVD1RSYaoG1giS5oC1WbO1s81e+/mkWhcNb330bqhnO1l2ids4Xfv6X+YP//X9kmuSMN4ecHd7/oefmH6lCoxzJp65fJnBdVqbCtBLHWsa+v57GaQ2taMm0xHFcatGyzFLqDZeOJ/ng8AzfgU9d3cUVFikg7nbR1uHg9Jjrlze508K7B+cESvLu6YLP7W3x4ekaTbFaVDjW0to1zmKlDfeO59wYj3CU4upI0I18jpKWG37ASVFgK4NwBbHvUi9yrIUQh3lS4EtBYiSeZ1klGeiCV29d4dtPj7l3scBKfz0rrxw63QG6yhhHAbOLjEg6dCKPVWlZFhYvCBHCIK1H01oiR1A6LnlTf8K2Enz30VPqxuAEEbUfEvRG4AnqdAqmotJgjKRcHZGsUm5cvU7gh5wuU8TqjK6n0EEXKQQd5dKImsLrkyUF18cDjlY5FWuqwNiFVISMtvfASKoyIXYcVp+4z4vllN1+xPkyZ1kV3NjoczRP8TyJAlrp0u8oytpQt9DULcKNGE4uo9NTQldSNgLXsbiyRljD4uKMWGgcKRBCUVYFSjkoo7B0OH36AFe5RP4x6ek+SIey2ENKyWjzMsnsnPvvvsVXv/4zTE9WPLz/NqEXcve557j33iOCToeNrU0O65q9W3e5e2vAt55oXr32BlHcxTSGqBshhOCf/v7rLGZnnBxP+cpP/wJf/MUdpqdw8fGU//Qf/yZ5nuIrB20MUrlsDsdkyYK4s0GSLxluTpidHFJmC1anp9SNRgUhg61LPPPiSxhjmJ0eEfZGLM5OmJ4eEA2GpMslaXJGGHVp2wbpBLhBRND3COOIbLWAVvPog7dYLmdYAUp5vPLTv0yyTJmdP8EIF9VaKjdDWZfOZJf+5dsc/uAPabIE6zjrVuJkB1OX7F7e4+z0BFtptLV4/Q0OHr6P5wekyZKiqtkYbdM0DUoJTNMSKEVdNVRljvQ8rHJRwqOsKsok409+59cZbF7m+Vf/IuNLl2gbAX7MpdvPcvzwI9qupXnSUJYFo80dlDcgW14grMIYTbGYsnn1Nnu37tISkxYF00ffQ1cZ1nFpdE3s+6Qnj1gYTRB0mFy+ykZ/wMbWhKpIcaTh8b33cWxL1HFodElrHVrbcvjkQ6Qb0hs5rFZzXLueHOyEDfOkpjVmPWUmFNu7lwmjkCxLsIAbD4jGW8xODvjST/4STXHK8Uf3uPf9N3n2zl1uXt3idP+QR48PmM1OcJRHOp9TNDUbvQCn0+XOnU/z+h/8CYvlgidPD4g7MWlR0e11uTg9plzNaFYzlmXBIl388HPzD/0f/l8MRwhWq5QmDNjodUnyAsdxyY0hloAVaNOyXJ2zvbFNozV74w4ehjRL+c7BGc9f3ePR4RTrwstbY1xPohzF89e2yNOc104zkiRhGPjsCMX7T8+4PujwUaVxOg6mqBj5IUmrefnK2lGjhWHS6VI2mrwyfHT6lA4trRBoJYmsx3sn5wihcKRDqQ2vXJswSyqOVhlZWdP1FV+9scXT03PyvCLyA/KyQgpLqWEkIREOKl2tlbMWdNLg9XsEoc9qtiB0HZQv8XxB2Qh0UyBcj8DWmEaTlJYwDAgCHyU83KrGt4azMiXLc7Z6HVxHsJADlA81FpZzdL4AK2hawzAOyI2DCENabUBrtsYjnkxnlEVJ32tojaYJBnzu2T2ezlYYUyOspqoLdDrDkR5X+j5+Z4A2gk4gmJcC5at1IReCRmus7CACha0yhJVsj8agGqo6Y1UbOkHAKsvRYUTU1FRZSusrunGPfn+MlYqyKBCtRkpQfkhgckQjUNIhdDxIZtioT5akICX33/s+tWkZjnf40he/yjxZcXR2zjN3n+HHb44BeL1smJ6fkFYgHcM/+vWKMJBMru7x4f0HSODWnef5sS9/hVrDsoLFErQFPMHBww9o65qGgMIUCAuq02P30nWaKsfQZ35xgYoH5NmCjRvPceny7npUuztkPj1Cui4vff4LFFlGtzMkT5cE/SGtrmnqDp3+GF/CbHFBlpT4XkieXGC0IYgj5rMZYRSiNi/x6a/8LIcHT8lXMxQhvZ7PRWMpdEnZ5Oze/jSL5ZTMtESTK4xGm3R6HhfHhzjSJeyNWXz/29S6RMuQkXIQCE4P9mmFXR+SjEY5EmsEYa+HBERRIHyPIAhQfgflKZpaUxYpjnRxw5j33vwOzeKMYHyVr/3Mz7E6e8TBgx+wmM9Iz4/YvP48dZ5wcvAtlCOpi4KrL3wBWotPxnhrBxXE5MszouAzHD/5gDxvkMJS1yVu2+L4Lqt8xaBYYXoB8/kF1gocN+bGi5/lwb338OMBSIfF+ZS60dQ1bO5cJZkf4wUuflOjETRNSxQEtL6HG/XIs4qsyNCmIRpuEnQGzE4OiIdbtNpQzQ/I0wzPj7l1e4fhldtUjcebj4+wWblWXRcrPCfgyy9/iocfPWJ3Y4h1fcLukIvFFNdT+K7k8XtvYl2PMO7jKIXtjokm21zZ2uWbf/CNH25u/lEaBviPf+3Xfm04HPDh8Sk3Noa0gEAjlMRxQbUS31MEYbRWBrdQa83j8xVpA5+/scubD/Z5/somu4MevnLJyppFVpBXFSeZ5my1xBqNtg0bgx5NVRMrj4fzJePQw1gQ0uHGxojY93jzYMrtSQ9HudR1zUY/5vKwz5uncxw/wDSSqswIXH+Nx9ctkZJoAdoKXEdQ41C3DedJRlrVbAyHFE2NIxqqqsL3FEaXxKplvsiQar0H0UrBoD+gqWqwLUlt8Lt9mmrdV/Zkg1PVJFWN0ZbQdyhbyebmJulyRej5KKuZzs4RQuCI9UPnYDikSBYEaOZ5husF6NZSyQ6jwYDSGApcsrKhW51hsgKnTekHDnnTECjJxnjMogZja0jna+ifMKS1oRsHFK0iSVc40tAC49EWxtR4jmSZtwg/wBEVrm1otUECg8kGRZah8/STHj+4rsARiijwuTbuYlsHx/NptKEoC3wJ1lqyMkHqBi8IQTpYKamBwPMwuiJNZuhW4IceN579FI/ff5OT8xmLi3P+nb/+k9wcRZwD33rvmEs3ttCNhxUe+/tPeekzn+H44w+4tneD+x9/QBD4/K1f/DkKBz58cMDJ2YLDx+ecPXlAMZuv+/NNjTGG2HPw/ZC8qqjyHE9KPCXpdbokWYJpNHHc52R6gnTXG+z94YhWKnSRs5qds1pM0QiWF1NcP8aRDoNej4vzE7qDDfrdLnmZ4YUxm7vX6Q0npOkCJSyf/wt/haaq2H//+9C2lKZE47K4eETYG5PXJWdHjyhmZzhtgynm5PMjlqfHBOHa23Jy//vk6WxNo+gPybKEWhvGG5eIB6NP+FsAgqpqqKoSJRyKxqB1ha01VZFRlgVWOphWkjcGz1d0O9u8+pf+Gro4QGcrDh4fITwfFcZ89ef/DhbJ0f4HKD9c+2SUQxDFCFuhtaWuCwSWZLUk6m2yupiuD2CtXn/TxlAUDcP+hCxNGI538IIORbYkzQuqZAVoTh4/YLi9jevGdHo9fM9DehFUS3pezdOTGQ2a0IsxusJRChn26HdDWhGyeePT62m1qkbrmpvPfhoMfPjgCafnU5wgQvgBX/zsK2xcmnB0cMT2OMaYmiAec3UCf/g7v8tkdw+pIr746qucTY+oyoZK19hWEPX7hHGXIO7ywue+zLXbL+CFHY4+ept33/zOnw8D/MtGN/RZpTmJqWnbliIt8PsBTVljGknHD6maEiEVTaM5PFtwkiRcGY6Yrwr6lzoMOh2qUvPHHzzl5UsbvHN0zqVxlxe2B/zRRwc4ysWXFgy8dzDl1Zt7n2zbSjSCurH0ei6LouLhLGESeYhP8O2ulLRGc5YZdroBF8scbINyJJVtaVu43PeRSvHM5pC3nl4gXZeur8iyjFUp6fU8TrIVL+9u8cbjA0DSWosUkmTV0GiNloLIcQlcSVYUSNugpMIXDZPBmLPZGaIVVEXJvGrphAGirjCfUJbRLdJTVNIDIRiHIaVeL50ZXGaLJY7vcVQqZKtRWY0QluHOJgUOcRRxePKQiTBUQNFUnCUFncCjNS2tlBxUHlIoSGYoXeIrxXmeEXkew9AnaSylLahbS1YJvMYiHQ/RVnieQNuWUEhcJGHoUiOpswRHV/iBC0bSSoFgPSxgjGCVl5StQ+x4CDStqUGuE1AkIxrAcRzSsmYSxWjAkYK4N6IsK4x0cJTLo/feQBhN4Dn4nSFv7Td8cc/l8DQnTeYcHypcpegMHISF8RhkELHKEuI45uaNZzhYQiVAhWNGo5DJHqSr6zz4weu4gYeQCuWa9RKv6+B7Lk1VkuYpfhDS1gLfDXDdiLIuiFzFkw/fJvQVQdSl1x1QLgKE47J7eY/NwZimzFhdzNm5fIXzkyOkH6DCCNsYhHTJkoRGP8W166m3YLLNh+9+m+z8lCLPMVVN68UYuaCcHjIvM7QBv7cBsqHVBaGn1oiTMMQ2mtq0uP56QdgNQuq85tlLY+ZaMlucEdoaV3nkVUXeNNzsx0y1IC0ThOOvpX9+wGi8SVUXVGmKG3YpywRtIwaDgHmS02qJCIbs7gmc6DZnp4ckySnaZHTG24i2papyfG+boDsGXSNdg3AUjalxAw8/dog6IxzHkqbnlEVDFAa0TUGyPKHbGVAUKU1TrbloFvJshS+gO9klS3I8P6QF8mSObgyNEcyTdaved31WWcag36fQYFYzvN4YJ4qJQx/fldRZxeTSHYTjYaxlZ3tC02qE66LLmvPFBUQOUaSY7h9SOwEiSXn30T7LrOCZOy/QH485ONpnNj+jqjK6vR6TzV32rl1nMt7i6dMHbO9c4b/+B3+fJJlRZPUPPTf/SBUaRwi+dGcPhGSZ5cRRwDJr8H2XyAspm5qqtkCFrmq+/fEhP/uZu5wnS158ZpezJOFosWKeS4aDDm8eXTCKQk7TgsMPEnbGMUErOUpSSm3pqpZ+z+ebbx8yjHzO5ylxGLIocg5XGdbAX3zuOsMwYJYkCOHw+v45rlC4ZcnNScQ0q7C2pSwskScRjosj1oVQG4Hnt2z6Pm9fNFzemlAVNbqq+f6TQ+LQJastfS+kMg290MX3IppaE4aK0JGU0sPSkqc5tYVFUtBWllUyx2/X7aWOaMg7m0TtgqxsKLWlF3ZpXMXx9JA+DWXTIPGJQ4FjcowK6DUrrBAEQUCChxYedvohk/6Q42xB6kdkdUu326NblRQaNNDUhpt+zenFOabOMcrHt5aNOGCaNBQYMiOx3iZhGOFRsVoalD+gWe1za9BlUWqWpgLlkDZrbUOrMxZZySQMOGs9+mGIrJYUZU7VGkwQsbm1Sdk06LJB2fVWvScFrRuyfekmQbfPza0xySqhnJ2zefd5fNdjuv8QXymasubK7RcwVc3k0jUevPNt9vZcMmCyFbG59Rw7n3yPv/X2AY41fPSo5PqVm6gw4B/8vTWIPAVOW4hsiLXQOCBrycnxProu8TxFWbc0WMr5kkbXOIByBIPd65R5ipm1pIsLYtFS6ZqJC9YalDU0RcZk9zJ/+W/9PS5OnnD09CMOrEN3Y7yemBqN8KIYL+hgyxTXGVI0LecXpwgvoNvtEwQBN++8TH69Ynp6wmx2gc5KksUhl67d4cEHbxIFLlGvs0bVNB6tq5BCkjeajtBIqcDxiLsdgjJjVmvOmzFVXdAPQ3rjS2RFQ5k/JpKSp4sVG8MRde5QNAVKumBqDh59iNAaGSiSx/ew1lKdf4x37Tb57CnzixlBf4j0unz205/jjn2Vw0cfMdrcRtuWIsmwqym6TKhSh7i3QRx3sLbl7OAj/GjI/PSMeNjDDV2qIseGBq3XvLAiXZLMZkjlEkRdpFIozyWIu3hRByUsbZ2hcaBVeJ0+ZHOa2nL59vO4YcjJ/lMGnS5hb8RWt8fp8VNaIFSGJp+T2Aikx2g0YjU7oNEN5ycPMFqxOAsQyuX+29+mtnDr9g3qNMFYhWgKGtvy3IsvcXSwz3KVUjQFcdhhc3uP8fY1JuMhqyQl6ndxVcybb32HNM9prFpbfn/I8SNVaMDyvQeH5I3ma89eRUpFvxdQG83FImV97pU8PL9gs9fh65+9i8Vy9/IOi6LGc2Ey6pBnNcMoIl0lZE3J565eJqlqVkVBatYz8c92e4w7Id944z5e4KIMfOnWHg8WS1aLhlevb/HwPOfh2TlV0+NbD48YBBFV22CsIug47ExGjHuaB7ME8gRHKeqm4dJmB20dMlPSNxGjruKz1y7xztGCyPe4EvrspxXGduj0W7AtSihq25KmJZHnkmQVbs+nozSzpKIxhn6nwyzJcGlBFFRCETQFFyakYzOWVY5sJSpQtNZnPptjSk0lJK2VYBvKQhNGEU264qQ2RFHA1dAnDIakJ+8zLVvyZr7mSFmLiF3yWrMxHHK+nCGlR1ILHhwcEDgevd5l2ianTM6Z1Q2Xr90my0o6MiMTGdKsrY+bwwHL048JfQ/tSOZFifRjAiXQAiSGrNB0lIOzeZlJnjOfHoBy6foRWjokVY4+OkFK8MOQwPOphI9pWwSG1cUBi6fvc/YgxOmPufupL/DiSz/BW3/8GyjrUNaaNFty6/mXaYUiUoIr16/w4YcX3Lg65vHBkpu3+sDaYx73NinUiscfvcu/+VOvoIH/45tvce36C2ih8EcC5UDZwrvffJv9j97h+OmH2KbFjSPMKlvfVl0HjwApDGmSMsiWCG2Ie0M2t3cwdUWeLimTGUVrUEHA3s27XH32S3zr9/4Zx0f7jIZD/ubf/4946ztv8M43v0E4mNBxPaoiY7G6IOgMsI3BPT/C1CWrpWayvcP9N/4Ig8N0OkWZEmsdlM75eP+IwPUASbx/nKAAACAASURBVOj6oDym6RKj14MpvhcRDXu0WmCp1w/wjoenBB4OjRsQ9nvgeMyn+1jHwVWKuDOmrDROFNMRgizN164gP8Trhug6Jd68hq5r6lbw8PAcx8xIzpd0R7u0VvG+GxN3XBbzGaZpKJZT8qKkrmucFpLzM1bzOeOdXZq6ZDie0CJYnK5wfAfH8QiCEFOnVGWDI1tU0EEqS11XuGFEW7V4ysV1PLpxyOnRIdpr8cKa/niCbTXW+qiOQgiHeLzDFeXRWIkxmvPDjynSFKscbFtzkOVs33gGz4t5eP8tlAq5ONkn7G1x+cZNTLmkyFZcJEt0mfGxaYgme4yDhsIUFGnF1pVbNKrLeGdnDYPt93CDAXE/ZHU+563vfAsDHB8esUzmCOniC4MMuj/0zPwjVmgErieg0NhGs9QFG8MukeORNClBICnKCokkjuL1td+XXKxW5DW8fTDFIJDC8PjgFD+QlEVF3hiyqib0PaQUlGnG/mrB/mLOIm9QdcvX7l5BCMvFPOfmoMv7Jys8ZZklNUXTcHnY5ThJ+cm715DG4ocBPzg65aVrl3lerbE0jpDYquHwIkXHglujLje2xyRas9GP6S4a8irnSVYwHsTUgjWCxmgkBovFd9e6MiUkRa2phMVRkjq3zLOGzU1IVilVodFtRS4lG6MJWXZBrS2xL4mISGpN1wdhHObzHNezKBlQ1RrZOnjAtcmQtCzoDUd8dP8RkWdRjovneWRlRoViN/JZtj46XTLsdDld5LRWEPgRippBCI3yqHKBciTJcga6wgqBWzdc6/c4L0NKkSPFGjxaVAbXc+i5ikLXYAWtAStgXlvEMsFvUwZRSNJY0qYl8iW2BWnN2oXiOVTGYkVFC9RJgakrhNGEtuWVr/8b9AY7zE722f/ofVph8aPO2tRZZcwvljw8O+bJ43vEowGPP97l1vOfZVXBOw2cPj5jlSXMDp/Q29rlu/ceI5RLfzhiNp/+X+y92a+l2Xne91vTN+7xjHVOVXWNPQ+cSUmUCUskNURDIltOFMWOEhsGnFwESODLXMVXAXLpIBASJHDsxAgsMJEARlMkkRTFQRy62exudldXVdd45nP29M3fGnKxmdz7ohOA8PoD9gY2Nt53rfd9nudHMppycqfi5mtbhBru/+j7zI+f4JqW0fYe89k51nn6viM2Eb1zdE2JNgaEBK1I4wRrO6SQ3Hj1U5w/ecDpySFXbj6Hl4qTh+9zeHCf7Z29tZn0nfeYnz7FWcv12y8wOz3h+NH7ONvhA+SjESoyWL9Oi6hWC0SUEiHZ2d6k0xnV6SHzJ4+JtUYpRWs9wiiUXWfOSdvjuhUySmiXljgbYEwEer0zStQ6KFR5T1dWlG5dbCUa5xzlssT3jnhzA9s2jDbWxM++7wGBEwHR9xg0+J6+h25ZoLaeYzgcMa8lF7MzIjkgNCsW8wInDCaK8DbQWk9jC2LhmM1XRFozX7T0riEejui7DiEt8XgbbcccLH5E2yriZL0TapuW4USyefUWk41NvJKEtmRja5NHd95lNLGUqxkbuzdQyuOdoFgc4ftAh0IIS72cQzJGOUG7PMNnY4xJSJOcqm3p2god5ZhkwGRzE9tVFKcn1Ms5wa69c8XilK7pYZzSO0uWjjg/eMjN519iY3ufui8RZsLObsqjB0e8+9YPWBYLBoMhrfPYskQID1riqn8TQfOvdZZ1yyev7fNkXvD+fMnzOxu0TYXXivEo52ResGosz+9tY0yMw3G6qtgZ5gTR4bueEknftZgI+t4SxZp7h0fsDnKEdJzNa6rOkkcaJzRpJtnIU949OWdZd5S2o8PTNj0+DiRpysevX+ab9x4z1JrvPzzhmd0pV3LLVp6yWpas+hYtPdemG0xGKZtpwu+/cZdnNkd89Z2HvHRll6N5hxAe17ZMRxnPb014v9IUq5KmXSIJCCGIUoV3ms57NpOIuq+wzrOVaErf0VdLjAUZLJGAKEoQWmB9Rx6vQWxH8zOyWHF+fMiVgSbgwUsGqcIGR+88Mh7QRjFSZTx8fIoXAb/1EgPX4IOnbY/wdcWj0xWvXZvwYDWnsx6tJUVjyfuAUIKNyQZ3nxwTaU3dO4wyLK0iCp4w3uZeB129YE/WDKZTnHMUtqe1Ahf3jCJNJVKGsmfVdZh0SBZW9DbQI4mNh7Be+g6iiMZ2WAeqrPFCMxoOcDIhkzVV30Pf8+znfplV1RHsAXe+8iUC/XpHZSsaGfPmt77C7OiArevP87lf+E0WxSmHjx9y/+3v8fZ3aqrVDO88CIFWEdY/5d/72V3+p3/1AIfEyhilFNJ73vvuBUeHT3AInnn+Y+xdu8n9939IvSqxUYe3PXVTroNAoxitI8pqjZ3ubY/WhmeuPYuQcDFfMN7c5e47b6KTjPF0SpZvcnJyhO1bLt3+NEiJyTe5+/br9GXF5qWbNNUCW6xo5gXZcJOuWrB5+Ra3X/tZiqLD9y1VuaBfLSnnJyA1ShsEjkgZLt96FYTj7BunYAwmGvw4nSInDpaJ0pz1FhlFYFK0rxklOTYbo+qKeVPR1CXomK6tCFLSnwc2dnZpxHrH2jjoO4vtJH/wu/81v/B3/zECRXn6iLKoiVdv8np7yv71F/CNpjhxWOuYz5bkwyFlscJoSdE1jIdDiqpmIBxNcYGKR8RxjI4yfN+ud0xxTjLYYGe/YXn8lHyyzXTnMjvXX+LajWtcHD5ltLlBt5zxdDHn6P57aGXY2rkGxqBjTb8KdH1PWazAOVYXhxTLmq1rz7N7+SrnD9/lrG9w1YqzxYJEB9qmBa3pzk6J04yzB2+vE0b6Cmt7kjSl7XvK5ZKmOETLS/TesXf5Bvn2PpevXuHSlS2aaguv4Ttf+zpPjud4F7h6/Rq+69kZZ9BPiZKUOEkhnH7otfknqtEoKWit5+rWhFFiCFJTlRXzoiWOI3YGOb1t+aM37vHx5y5xZWuLPE7QWlO1S7wG3Xs28piLsmaYZMzqCqMUB3XBs9kGH3lmxLcfPKYTEo/nE9d2effonO04RqUxo3RN4ZQ6EMmYGMO94xmv7G3x3QfHFK6nPrxAuhHDJEYq8LXgpd0tdjeGLCtH4TxffPk6X7/7lE/f3OfP7zzhZ27tcbwsMUpxazrhjZMKHWX0DvABpKSpe3bylFo4Qg8XZc8kWedHBR2TB4XvAp1vGcWKxts1rrleor1nYBIWdU0XNUQyZysTPDhbsJEn1B00aoCRBUk+pO0a8nRAMS+oVxc0QTBVgUh6VmdPGdqOczomuzd4++kRlzbH3D+r8a5kmGrmVc8g0RydHKB8Sdk7kkhTxeM19XMxI3IduYro+yUH3pF1GgRkSrK/NeC0cpxVHVkUKJwFrajqgkZFjLKYyDYsa4tWApMOqNqWVK/Vc972oBSx9BxdHGK0YtXBrWdfoDh8ysHbb9AvjhE6waQxMjj61qFMy9n5jNXFKUEpTq++yNf/6EsIFfOpn/sFUp1jrWW5mCHpcW3N1uVL/O7vz/kHv/krLICNH/9fG+ChXdNCg4GzY3j3+9/BJFMQfs13sS0mSlDaIAP0LtBVM3o/ZKrHNMWCe+/+gK5tMElOmmVs7+zj+5bzpx9Q5HPSOKafTDk7OeZrX/4S/PjFK4VAmQdMNrbZ3b9MlMQ0d99HZznz8xPqk/ucPv2Arm2wjaOsFrRdQfpj06YZ7nD75U/Q2Y7F4/toHZHogJRhLXyxLaWA1kAkBSJKkFKxsnB5PKGf7HD0+CGLYg0CM0oQhKC3ntRIutkxfddS+kA3O16/srMhn//136BqLN4JunaJJ9CrmOLgA86OnzBIc/aefY00z9nY3WFxegBWApI4iinKkq7vqNsOHQ2w5ZxYp2AMvetJTEoSaVScsNIJO7deRqFQQmHLc+784JBIKKrlBW1d09cr8o09dOjIx2MGozGT7V2+/9U/oeoailVNkk/R6RaTTLGzu8/i6X3arsUoRdt2jAYZ58eHpNNdZNevL1NNST4cUSwr4jgmBE3QMWk8IEmGLOYXlFXN1v4eyWjKMNMENA/uH4GKCK7j4LRgtHGJpu2YzVY0Lch0iNJzbr78SQiB88Ex8Psfam3+iWo0IYDSijiSlFVL6ypGWc6NZza4+/CcB0dH5EnEp5+7zChPUCLQ2x5nFdMsZiNLeHR0yu1rz9E0JR+cLvjcrct8+8EhU51DEHRdz/N7l6h14Pii5Lt3jmhCz5lfsj8Z8pnrl6l6x+G84agqOK8dF33NMEr53AvXuXd8zm6e8sPjc6wNfObWJaJIkScp37hzgHOOj968Qm5intuc8Fd3D/iZ6zv85b1H7E22kTTcXVq6zpLrinEqqOSAo2JJHGlOqhYpJKMkpkTSxCPSNFDOT0EGFAbt1iqjDWMoncM2FUmkOF6WxMZg4ohFuUJXPbHWPCkdaZaT4NYhkF1LFEtm84LUxJg8IxvucXxxyr6pcFXFwgeGSUzXtMQ6sKoDt0ae9xtFqmN0DFuDlKOiYbZsGQwHPHvlKifnp2AtV69ucXFRUdsWg0dJifVQWEtsIpqiQyhJkHI9+lIRNgTG0ylVZ/FC4UPLaDigbFpc32OiCOc66t5itKat5zyqC/Ioom0cSRRxfnLM4f132E5jGh/ITYzs6nVKhF1hxJA4iRFXb3H07vdIBaRZTtu23Pv+N6iLkp1rNxiMx4xGI4qq4umD+9y4+SJaQB7WDeZBD++8ecCDH/2ALI147+23EHiyLKVsWqrVDKkV42yHSAh6KaiKgt53GGUYxAlt10IA6zxZPqJYzTkrF6zmJ7iuRecjqsURs6rl7Ol9Hr37OsH2REoSa4OKNB//4r/NzZvP840/+zJPHr/DxvY+w8GY48MDvNBEcYYxMdnOgKauOXoIXd/RIdi7eh0lFMuDA7rlKcZIYglWSIYmQiQGnQ4YDiZUy3O6aoYxKSHLqOoVT48OWS0WjIYjglI4D5OtfaqmIE1TyrohGgwwbcGT2XqkWsxP6VwgxlM0S5wLKK3oyoYgAn1dUTrL0YP3uXzrJerlEi8U440xHgjBorMBuq7pnYeupu8Cs7MVzh6z88zzWOsQRhN8YHvvGaJkRN/M6cqCJ299H6UVo61doiimKWZEyQAjIyKToZN87VHxjr3btzl6cI9qmZOlKaPxEC8Ml26+SKQDi/feZjid0i1rnBB4V1OdPWU83URqQ1sv6cW6NkT5GG1iVBTjg8e1PVuXN8hTiReSpmspyphmecr9h4/47lf/AkzKjedfom4rXB9YzGY4AtuXrzCa7lI8XtNLL13a/dBr809Uo1FKUnceR0toLadVyXSU8+BpyTDPGFzbZ1X1RMagtKRuLVujhLb1dDiubY0Zx4K+LdkeJbx4dZc/euMOdeexoeCoLvn88zdpipLzk4ouBKzyjHVC8D3ny4o/fvs+L+3tkGaKSz7nIlGcLGp619B2kms7E5Z9RyYlL9/awSjNnz845NY04+bumGEU88Mnx3z6xj5aCW5sZdy9KPjYlT0ezhpe29/gg2XPrY0N7j46IkQKERkiofAikEeG4AJt70iGOXEUmC/ma19NH9gcKjol8G1L0wc2BzGlFVjbMozXADFXLhkbzXHnaK0lTQYEmaCFoFWG3jkyRizaJa6zVL1nTwFtyenqglxrchuYFTW+nTNQDUmAWVWtYWPOobXg6aIkkoJnNiLE5nVOVhUiSglGcjGrIXQUs2MkgYGRCKWY6ogKiVEB7xWZgdYLRoOM2im87VDVilYbetchXcCHgEAifcBZT6bXQalaBXwUY/Xa9ClJsIsTrLNcKMXmcEjrHdIMWAu7LdnGLseHj2hnJ0gp6eOENIYk0izODgnOspplmChC2o6Tw0OmO3v8/OdfA2AOHNXwl3/wpzx9eBclFWxtofFoo5HRAFX1pPkEBHR9j9UK7wNxmhNsjBECLSVd1+N9DTKhnJ8gkhSFRsc5AklxeoT3FmMMXVCMB5uMkgFYy2h7l+FgyIuv/CxPP3iTqi6JkyHa5NRVRb26wLcNw81dyrJh69IOShiOn9wlCoK6E+xffo6jR/eIY0k72sSUK6QyRCamkYHpaIPt3ascfvAONngmSUoRFLbqcLtTht5Q1iuUjOiCgRDY2L1Mf/QQPb7EMHcsZsu1b2ZxjkTgpSHRARMCi+ARwhBCQMiA92DiCG0ikkFO8J7RxiXq4oJIgsxy4CpnZ8dMtlIWJwdrHEOa0rmWSI3oO0ucptjGImVDbiLq6gxbtTi7ZvhYH1henDAcTVkuZqS9Y+PyDZI8R2mDMjFKS8qzY4plyfbuFjodrYNSgXa1lk4Ppps0Vcs0t5SVI4oMygdECHjhiKMYmaQkeYZEYtKYbLCB84Hg/p9oJYvwPXmakeUjvvpnf87s/AAnDZMfixLKVYWWisXFCTb0dKuC0jsuX3mGVV2spaAf8vmJajSpWRPkhiohGkRUNqxj/SODBToHcWLorAcPwyRi1XRY50hVTDxQ3Lq0he9a/uiH9zl66xEf2d+k9z0jk/KoXHBwsuBRUxGEZBJlfOTGLkEqDucL3nhyjHGB7zw5YWc6BiGZJj0vbOYMtOStp0e89swVRipm4QNtULz5+JiBETyzMeDhrGZv5Lk8ynh0seJovuTqeMDGEGzQCFvw+HRFKyTvLJdsZBFHtWWiYH+Us2gtdW8BgdSCHE0mHHXwZIlh1nZUwTBJ1/yNJnRcNJbxcMhy3tHanl4OSFWEpmUcK2ZKkG9uEZNwsjhiJDsiFFkXsHaFiWOUkQyKI3xouLAerwSdC2xdfwmjE9ziMc4MiNMpy8UF2xtTzqoOdEfTlSxKwc6GQA8iqgJs7xkZyfL0hOBa+qCoASU7nBBIpWm9ZJhJzoseKeGs7IhDS987hNRsZDFlLaj7niyJ6YJHeIcTAd87fGiJ4xwZHDiPQKFcQ+8tUsCV6YizoiKSAqUFXQ8ozfmjuwyHA3ZuvsKNZ1+hrUv+6k++hJSCfLLB9ZvPUi5XxBsTLi5OkRL+i9/5NX7/mw8p25I7b3wLE2mu3HiWyBi00Qg8W5sbZOMtzudnRErwkU/+NI+f3GN2eooPAessSvi1byhL0Qq6YNcKiL5jVRSYzhHFCbbvcLYnjjR11TKIBujhFGMU+1duY73khY9+BmUU3/zK79FX7TpkdXOfx3e+j1EaQaD2Lbcv3+bo0TssZ6dIrRE6og2B7SvXGexcZdQVHLx/TKojVl2HU4GRWic39HXJk/ffxAuBVAYf5SQEdq49T3l2RFHMGQ7XcfpREERJxNmjHyFdRzwe0TYLDt78ypp5FBSbkxFVuaBqLY2SjAYTyqrBdh1SgTZraNto6zJ9u6LvLGVVonWMGG0zHm4z3PJkwzFP772NiUcgHEprRKlJsgwhJKvZCd56TBzRViWub/G2RymFMSmRSRBK0NsOXMCKhMnWVQKB4XiEt2vGT7FakEaAF0gsMljiwQBnA3GWQVVjEkMUT5B6hmvXtF4lFcpEkBnS4SY6jsnHU7TWzM4PUTphPBpQty2RcCidMNna5dH9tzh88JCmabh84xWE86xmF2SxgOE2dV3hgydOBLL3PLjzLlIH4nz8oddmEUL40L/k/6uzOx2Fv//FzzDveq7sbmLLmig2RFrjQkBJQdc5vIc0USxKR9u3ZElMLh110MRaULQWERwuSH74+IAb4yGPFwseziuUgNpaPvvsZX7wdIFxPR5obU8eJzR9oHU92hgiHREEXJmkzMqOvVHGIDIEsb4t/+Hb94kjSSIlRsCrNy4jbM9pZzk8b/np57Y5uSgo6oZV67l5acLxquN8NkcaQVFatImZ5pKzomVrHDEvOiZJSt0HVJpC1xJJj8RzWvTYwYD9NOfg+CkEj1Qpg/EI6oJl55BKEmmBkprT+YI8ymnoSUNASItCo5RACUkeaapkQGJb5qsFXefJIo3zgUJk7N1+EVt2CLEOWMyTmNCVYC0LH5A6ZueZF3AOcCW+B9dVeO9RQHHxiLLuMCbCBs/OZILKB0jvEb3joq4ZxzGruiQya/d/0fSgDEpKQrPEeoXSnrpxeCVRBDSBkIwwJsZoQd90pGqdIjDMUnrrcCpFiRYhIoQSeCQ2SHavPc+N5z/C1s4uJkv53lf+hG5xghcGkyZ4sSZK3rx9m0//1M/xw7fe4taLL3Hy+BHHxwc8+8KzfOTTH+F//e//ObaeY5VhksWMJjsopTk6eMK1517k6OSCR+++TpzmWBd45sVP8P7b30UphbeAhKpY0HUtri5ARJRViRCCbDzEO4exPV5IstGEuizYunQJrCU2muOTk/XozTqklti+w8QRKI3wgiQSZKNNnn/5E+zffoFqVVGfHfCtv/w/aa0nHu6SR5KzoyeY0ZTt7V3uvfsOSjiUlCSRIU1jgtLQO4QUIKHHsPHjdIDN3St42/LgwT1cXRKEIjUaYSIWsyP6plmnBKgEn45JY0UnYvJ0xGx2SB8CuYpYLs6pinP6tiMEz+b+FWbH58QR7L/wKbJszPMvvoQTQAi8+a2/QBjD6aMPcEKijEYiUaHGekPX1qSDMRJHlAyI0whfNSAEFklfntJUFdZ6tvaukuYjJuOcJN/E1itUlvHKJz/NV/6P3wMRSNMRIbSkky02t55hVcyQQmC7jrpYcHZ2jG8LvPMUncfNz1hUKzYvXcVoQfCaKEuJ4gRlErSRSNZZjGmaMp1uEWUDsizir//iT8nHU5776Ke4tLfHo/ffo21LNjZ3uZid4fsKnQ6pixqTDPkbX/hlbr16jY9m8nshhE9+WLVZflgf/P/HkUIgpGaSp2gfQGk8gqJoEUFSdQ6tBFprmsbihUVJSWZgVnWI4GldQAmB1IqiLLmyOWTRdEzzAR+9ssMvvHqLSAjefjpnf5iRpYbOB/I4pnI9k1SRpwYZPI31xFKRRhFl73jvbMk7RzOGacT7Zxf85keuc304oPaQR4bIB2yA81LQ+8CTkwIJHBQNx1XJ/eNyrQwLHh0Em9Mhfd9jkWipqAqH8IIo1qh4zbsweBKpWNY9nQvkXtDXCyIjMVKyOR4h3Jpbk2hP07SMTMKybhFKIbKU1PcoGZAoWt9z0QgugmHVWEZCIoQmIMnSlMoJmmTCN7/+F2yYteO7WZwwjQKxqxHBEpREmJTdzQ12hpqbQxjLjkuxx1UrFB03N4fYfs2wSYwijSNUMqbvLHVV0fQdWkkqZ4mMpKw7vFxLftPU4FyPRRDFkq73REYRq7Us28QxyIARHts2SNHjCLRe01pB4wLTXBFcWBdIFTNIYkKQZElMeXFCOV/ynT/9MvOD+0TZgHSQk012QCq2Lu2zeekaq7ZnOJ5ydnrKqpgjkIwnu3zw3hHz8yNcgFjptZZDKwLwD/+zf8Cnfu5nuDi4TzYc8dxrP8Wv/J2/j9b5ejczmiCNRkpBcA6FQqcDpDHoJCHNh+RpyniyhRmNUVGCxJMmKb736ChGmoRsNCVOkvVeo+uQUiCFIBIQXEPQKd52JHHOxYM73P/uX3Dnve8zGE/RJiJLIrqyIIjAjduvsrF9CbBoKUiNXkMGqxLb1HgJ4DBi/ds35QolHOcHD3j8wXu0qxmdtaRJjEozVJLQW4cXmi4oiCL2t7e5tH2JLE7ogycbbBHHQ1SypnwiDdoYpBAcP7rHcn7C+fmc5clDLs7OWC2X9MUpR08e4O0aG+AFdOUC79ek2KoW9H2LVhHB9tjeMphuoJXBBoeQgThWKJ0T6Zgon6LSATJYZmfn3H/vTZ6eHVEUFW/89XeYLUsWF8s166q2a6tEeUFs4jUJuF2hTUyWZgiTEcU5g9GYsixRQuGtJVjwvgMkIoC3HW3dEoLAWkdwgcZ2DPMRkVYkgxEiiqGrEcJTFcegIoZbW6RxRJyMyfOcyeaE3/5P/hGf+NQ1bP/h1+afqNGZlKzjVETg6XzO3miI8A4vPVVdgxSUbSBKIqTSNHVPHkuOz1ekSYLWgrLtEULSN4GmXzvHvfUkkSKKUk5mDS9f3uGVy5ucFR1fee+cJI3pOovsPBiBCgqnI6aJxOiISCr2RwOs9Rgl6Lue2xsDns5WbA8zbuxM+Nr9Q+RFwbvHM7SA/emIk9UM13u6zlH1ktNQUVYLGg/J/nVOHn6AiRXLTrORafq+pWkti1VFFRSjSHJetSSRZJREoCGRPa31pCpi4Vqsd2jvaYOn7ixaKRrfk8QDtjdilkVBmhhGJuKkk0QyZisR1G1B01oOzk5J0wF5lDCvW1a948WrU/7j3/lHnLUN1jWEck6kBJlW1B0YrTAIXNOw0875xt0nDLKIUWzY2hjTtZY7BwdoIWm6nsEko2/gYnaGCmuKZxRFDKOEom1xIZBlMavOMtIG13WErsYohe89Q20YphFPlyVVcMRBksiYvmtJNbQ24IRH0WGDREqBDZor05ynrQIRs+w8w8mQpm1JB5LHj+/g2wKV5rz62S/w0Z/5LF/6Z/8jk/EW/+Q//4cALIGH5TVe/+abOBcYbE75/Ks1/+0//wGjPEUYQ6zWoLxf/lu/xCUB/8sf/Dn3f/RDAoJ/69d/iysv7VIU4NNPUMyecHZ2jLXr0EfrHK4rifItkjQiSTuapiLPp4w2N7ly9RoXxw8pG0dkJCfHx+xff5Ynjx6ts/FGY1777BcJfc/JyQn17JDl2TFGGbrVAmsi7rz3Bleu3ybbvEzUV9hyRecEVbWk6zomO1d48dWP8/69H6EIKCURUhJlQ/LBCERgZ3ef5eyMrqpwTUNrO+qm5fbWFoiA1jHZcANtIg6fvE+qNEoIgpLoZIiMM07OztjY3SNPJctlg28WxN5zejJDS0+URdjG0zmL1AZtAsHBxfkFm0je/v7Xef6jnybNU6aXrlGuCrb3DPOLc6xrEVozSCOEjMnyjGy4he1L2tUCaRtMkhInGflgynjS0jY1rm9JsxykYTk/RkUxRo+YnZ2h1BF9cYZJx/Rtx2RrB+EDwXpsaDBpVmpNdQAAIABJREFUTGNTXGvZvXKNaj5HJinH7/8A19XEwxEmShBxQq4jRGRAKmDdeJw3SATpeILtOt78669TVitW8xNe+MRnycZbrM7OqBrPzvaQvm3JBhkmyrA+sDEc0tWWr3z3Te7f/TeYgH+t43zAhXUY3pXJlLZtWNQVRhi0hDYIskhj1gl+jHODROKjnjxZGwBVlNAUJYuupHSBPDbsDzPKtmc0iBmHFEHKB+cLrDO0TtAtayaDAVJanjaOq5tDRGtZFA1EcDIvuD4Z8MxGxrceHNN6i4kibmyNGBjDX75/yEaacLyq+fiVS6xcy90nS2SsCM6zNd3CXJzS9T1Lka5NhYf30KmiVyMu725RXjxmWTfrBuolhLCOf8kTlIJZ1dMHSZRnjFPF4aIgSiPapmQyGdG2AbkmkxDinK3BkJOjp2wqR20FJ03DKM2oXcO1navce1yxMR4yby2J9kDEnraYMnAwu2A4TSnLBrF8una3K81Z3TFII6ouEPkOs3GDDxgz3EvoyiUXIqJvWhSakW9oEbRBcCkakMQCV84paotLYvre0tsaEcXULWgJeZQTgqdolwTv8Qhs3+O05HzVo1Vge7LNn/7hH/KFL/4qCAi2Z2gMtYBESIIP+CBobU3hFIPJLl21wnrIBwOEVjy8+wNkCGzuXmLz0kt85m9+lrMnDZ//1X+XZ58fAHAI/Mt/8WW0FBTFikvXr3P79iv8N//sz/jHqeK/9J5cSqbTCbde+RgTAV/74R1+9NYbEDx/+7d+h3S8zcHTAEKwPDvGCajLFc1yhrc9V689x971lzk5O+TJ++/Q9BWKwPHhI06PHnPn9W8itCH4niTJMUlGVRVcurLPe6ePCE3N8Qd3Wc7PSYcT8ukON17+JFmeMRqPmc9nHPzwOzRNjbE1HQqiGFevWM5mXL79Ks++9FGifJNrt2/z+p85mh6SOAbbIMSI4eYlLs5PEVKhxptkScegWzG+POLRsmG0NUW0HSf3fwTOgVZ4AWXryCNDlqYInTDZmWI9LApHcBZvO4rFgrYu6ZWi7xuatsX3FmcdQgi0DqT5mOnOFbb3LnN2eo5SmtF0k9nJES3rxG7jQMr1/skFx+rilOnmNl3RIYXA6ZTxeIpO0nW9wGCMQ2m1VnIayXhjByEFhw/uY+IEQkRVFozzCXEaY21LnOR4AcPpFsILWCwgOCZb+9SNZHZyl15ERJMNsizF9Q3xYISJU3rfEsUJeNAqoek7kmxAt1xwNp+t08URFGVD1y05+OBdTKyJTIwGbNuRD7Y4Ozvl9ssv81uf/xR//PpDjk+O+Ft/77f4r/7T3/5Qa/NPVKOJtCaL1y7q956ccDq/4JXrV5mmCSIOpDqj7T2PTk8YpSkb4xSCJFUpbdsRspyyKNEhsDkY8OTkgGUFV29fYTzKOZsXRFrxf719l49du8y37z/gUpZysnIUXcPWMCEW8OR8gVGa29sjnqwaRBpx0lrqswXXNwbc3BrzxsGcUZrS1JbJyHAyK9ma7HBRF8yqju2RoCh7hrnm/OKUV3aHHNkEPT8BAwdFzzN7V6i7mvnhEww9kVYoqeidxRiN7QIr15HECmsh0pAFh3WenJbzVYMSin6+XEu9cRgEIkja1hO7jnnnWDaOcRpReLm+EfU9iYKLVUHvA+dtz6WtXRZFT/bMa0gn+f3/7Xf5wm/8+5Rth3WBrcmYygfqYGA4YJJl+MUh2hzRLQvGcYLoBa0eILEs65qeQJ6PWLUNuq2pg8dKMM4jTUQyGNKWFQKHD4beN/R1T+gDkVEgFNt5RKI0d5YFz7z2OXwX+Nt/57fRbsUwjQlomh8LQ3rrcL7HecmiNDR5wqjvIY5JRczs5AinIgaDMePxkL3br/Krv/nrvPXXbzHdfYaH997hg3uBtipYnJxRNQVxFBHphJu3XmO5uGC6tQu/consnx6xLAtuv/QquMD//C++xPnFCXmWMNna4fKtbU6O4eEPv03ZGSrfU80XiBAwBDZuvsi151/l0b13sE1LXy3xzYpVUyGFQQgwKhBJRZxkCK1RWnF88AGu6hhmQ5bFAqkVymjq1QVdn7O5s8Odt97BLddKxYvFnJe39tm99RJdWfPW17/M+dETgkl59uWPMNq6hrMF73zrK/TBMdAaZ1tElGOLBafFily0NJ3lvCjoeks6nBIWJaFtEReO1XyGGu/QVTWjNEMkOTuRwTY9q6aCdsGTuwckCmofCCGQZtuQeTYGCV3TsLgo8V2HjhXeCYwClMGHADql8RD6BhVlCKm4cu0qR6czXBxRXrQkWcLZyQlaGZQUvPv6XxGZhOnW7noMaSKU1JTFDBkCXdchJRTzFVGS4arlOpRUxbhyjsYz2buJFILTkzOMkmzv7iHVOmi1dZ7l7ByC5/zoKa45Q8kek0YkCqwXpFlKrNYq2LooseWS0WQLERtGcYo2KfPzp+tXl1gzdPauXCdYcE7TLBZ4C1pLJJbWWy7feIZ/5/OfogpgO8fnfu4XOX9y/qHX5p+oRlO2LVmsqDr4pc/e4qvf9kgUQst1vpLznJUFmTFIKXBOIIPH9o6QJnzjnff51As36Kyl73p2JimP5kvOT88IUcI0j4kiQxpHvPnogHEW45TgZ27v8e3HZ9jW07WOrUlO6CypUGBbWi/Is4zL49G6iLYdH7u6zbfuPuFnru+iekEkBQ5IpGJiBFUXMKmkbiHRMR/UirFqITYUPcQm0DQrtkY5TdngOhAhoLXC4omMoOk9WiiKZh0P4gi0QXAxXzI0EGlD6yWxNHRlTWIUvfUQBPXqHA80TjDOIgZGk49HPF1Y6rakaDrmXcflLCVSCmxNaQWpVzhr+aXf+A9pG4kPgjiJOCtbEJpV17OXWMLiBOU909EGlohFZdndyBhHMWeLOY1zoAwxCk0gTyN829Jbi4pjXJygfU8ZehIpqEOAtqcPHXlk6Lxd3+aU4FFZkZsU19d0VUM/u0BLifMOGWXI3rIsWoZphAXiWBCCQyBo247O9hixwnrDaLzBxvYY4QK/+Ku/zs4QRpMtvG9JI83Fag5eYkUgS2K0Sdm8fJ2+Lgk2EJsEaGibDiUFLvTcufMWtu+J4wghJB/7xKeIgccP7zK9+gr10wecv/M2SkJVFfSBtaDjg7tIoSiKAhtAxxmh6ZEmxdkGoSJ0krJ97Trj0QYnx08oVgsGUUKkDTpOMGr9AglRQpQkPHz3+9TLJVKsURNZEhPFMScHj0jTEfOzQ4S1tFiK5Zyuepfxzi5N05AnOUp4gpfr0ajtCAFaZWhdB85jhCIS4EUgGebr/ebt62xvbnJ+csDJ8QFTkzO/6AlNRb06JwSPiiIaJNt7z7FcnBGkYpiPmV88pa0rUimptcJbgdIK53qEMnSrI5x/lnp+AVLR1TUhXQsP8JY0T4At+qZnMJzig6NaFWSDKcEF6Hq6YkbZ9+TTHWy5Is0n2H6BVhFSCJq6patLvJS4aoUTit73TIYKpKJtHUSGpqlQJgbnWBw9BOdRaUxVnBFHCXXvsXWJVBqcQ8qY3vU460EFvAs/vlRBuSpRqqWqSpx35PmAqpEMhoO1iiz0KB0jjOKlj36K8WRKIHD0+IBvvvEQIQdcvXmTqqmYbm5+6LX5J6rRSKl598EJMoF7hydsxDG1cIy9ZNa25LFilKT8q9ff4z/47Gv86OlTXtzf54N5wSBSIDVHFwVpLDifL9kaTXh0umR/b5enZ3O+eecRUseclw0bg5jXLu/jbMd3Hx0jHJyWJR+/sstx33Myb3ivq/nY1R2+dveYZdliO8/Hrm7SW8tZWWKtZdH0XJmmHJQlV2LBw8MSKwVSGmIj6BCQj+ibjkKCRQOOSWIQaFa1I8ez6HtsHBPamkh4ikKQK4VJJJ0VFK1b/x7lCmE7eqEZxBEjIfBakY1ylm1H0IpcNFz0HYTw/5JGGwe69YwouX/cYIQg15rKeS7feomLtuebf/rP+Plf+7uMUgO2Z5IEVrGgdY6BcJS9JY2H+HxCPT9ZUz6nV9nL5xzfP2JWVUw92M4ihGJrc5euaejbBadOIKKUdDRGKolwLZUNiB8v09ezb0kaG9rek+oILxVPqwbnBck4R10cQB/YvryPPX6MEwInDSIyJLT0HqJI4QN03rGRRoQ4p3zyAGQgmWxSr45pxxl7125SVw3f/d4R3//6V5DK8Jkv/gqH3/was5MzfuoLv4jvKlZFzc9/4TW++pX3adqSvqv4J//dj0iThN4ZysWSLM/YfOYqL734GjcmBoD/4fe+zHSyxb3Xv83p4QFeD9jfv8z9Oz8iHuS8+pm/ybf++A/Wnom+Y5BndN6TC0U1v0ArxfMf+2m6rmcwTDk/PuOlT3yOelVxcXKPolyxN77CcrkkWMdgMuLKM89SVHu8+72/wsl1yKVSmouzA2wHQlg614MxDDZ2mF7ap1mVvPFXf4QrFmglSZMhQoL3EtuVoAwCi0WSDscosR7QnjclImSEIKhOHvL+wV3oW0Q6pmlbJqOMMJ6wefVZnj75ACUdyjqOH/wAb0ak2RCBoy0WWB8o6na919EBIySeiEt7z1DMZzx4+3WENKRZSj7KURKs99iupK/WRFATGZRKiLINtnc1F0/fw9qWxfyUoblMVxa0vWO4uU3vLHXVrC8XJpCkOXTpGiMdGYzWIFNUnNC3LcE2GDJ857Gh5fD4MbauEVrg6obKtijTAnJtyBSCOI4gOBAKvGcw3kQGSJOMtm0QScbtlz5JnCb4YPn5X/5VxrvwL//p/87f+MUvkKURp6fnNKuC3cs3SAeGu++8Q57noBSXdjd5cviUrY0N3n333Q+9Nv9kNRoC86bn5mhEnKd0BLKuYbZckY9SlFR0zvP3fvZVil6wt7FD4wKxWhelF27skieeptRsb0w4XvXc2tngfFkwGeR85tZlXNCcrQo+fnmXp6fnXL+8w88+d4041vzl2/f51gdPGI2m5HFMWa8QCIappu4EVVvx1w9aPntrH4BJHIEILKqWqrMsWovUinldkyiFETlSK2S9JDVgAsjeMWt7Oue4shlzdjGDYU7lPKZtaG3P0kPZQ5bFtBcNkV6bG6t5wZWBZmbBphldWTFOFaa3zFD4fs1ab2VGFCoGacKyc4h8RFUW5P2CsuuwHqa54bS0lI0lrTuCh1/8tf9ordVvJRujlP+7vTOPseS47/unqs/X75w3s3Pswdkld73LSySXEklTtM0cjiQaEiUrFhwkkJ0YkGPYUIDAUUTIlhM4guXYQJzAhm3BERIlsJ0AluFDVqRYAqXIEimRonhzyb1nd+d+d99dXfmj35rD9e5yluTMrI3+AI2+6tV8329edXVV/epX64un0JnGMiVV2yDJNYaOyHqLTExMo5xZPvs7v8EHf/xnqHouUmr6uSbLNSlAlmLojGGsqVdM4iwhVylSGkjTJBdArml4VZLRENerkGcxSZaSoGk4gqbrsBZmyFRxYdjjbbfcxsriObSQaC1oel4xhjVMCVKBTgGR4RgG9eYUnX4Xx5YMwxhGA3CqBEHCrsk5nnz8URbPneU//OuPoICnlqE9NUtzYprVpUXe8cNv53YLfvPzX+fE80+Dyjj6Q+/i9nfso25lLC6fZ9hZ4e333s/sTLFQ32/83u9z5733cObEMXqNZdIU6hOTzMzfRqVSo/7KM0hp88U//F0ak3Pccd+DLCycZHXhNOGwh2PZeDMzCGmycPIlDGGg987T3LWLp7/5VSYmJ7nptjtAJcRxjjh3CpUqHK+K1rB8/mTR2o9DQj+j1d5FkmRMze7BlJLOmZdZ9wPCYMCTX/0z3EqFZm2SThSgo4BEpRhuDdu2qUxM4rrVorvMgGA4xLYkg5FP2yzmioT+oHAOcVuEwYhg5BPlXaTlUHEbWG5KtdFkfWWFilelfcNthHHGcP0MTsVDOi4q8EGCQKKUIiHHQNNbX8Gpt6k3WlgiYeSHrK92mdp9I1kckmYKy64gtMawK0SjCDMM6I6K+U9es1ks+GcIUmlTq7UwhARZdOkahmQ0GqKCEWEwQKURSgmSTDExNY3fX6NabZE7NaJghDU1TRomKD/Bq7kYqWQY9dk1O09jok1vpUuW+VQbU0SRTxpEtCamiLOcxtQ0jrSYmd/P/IHDzB45yLmTZxl2u9x29A7mZuHkCgjPZvn8Gfyhj5SS2fkbWTh7nsFoHZllZFohux2SVPEjR+d5YQRRHG75s/lNVzRCiF8GHgZyYAX4Sa31BSGEAP4z8BAQjK9/9zKfvxv4b0AF+AvgX2mttRCiDfwvYD9wGviQ1rp7NS1SwOnOAJ1l3LhnklRplnt9XlrscsdNe1gXkla1wlqYU3UlaaroDn0m6x5hnNKwXQxDMtQJQZQjleabp8/z4Pftp+P7pHHAc0tDkjSjWqviDn1yBLZlUHfNoumcCdI0IbcMHr7rMIv9wjvLMWVR0eWax04vctfuGU6t9BiEMctBzChS+I0Iy5RMNBpoPyLWkkmvQjKKEXHOMNXcOjfB8aV18lxzrjNAixwnTnBMiW2aBLlCGS12TTYxDZM89XFMEx0PidKc5RSM9m7qVkhHaZYGQ4TOmG3UQUjiJMPSKUrCqdUBVc/GzCVupUo3KQIOzrgGQVZEtLa8GoQpWGCTMVt36Y0CVi68TFU6BKZHrAS+9gjzEKFiUq2p751Bqpx3f+insQjwE01FGxg5KF28cRrjGd/tCY8oVORC03RsciGI0wyv4iANgzD2aVUsojQiUSmmY2Mohc4VQmsOTrY47w9RAkyVkKQxLcdhGGVIHePYdWzDJpOQpRlVp3j4DIdBsZiaMHAMgSNN+mGIzlLOnXoRb7JY0yQFloDUgvnDt3Du5Es0Wm3Q8HQAQa+DQONUPO5+4Ba6i4oHwlX+Z6aYndtHGESsrPU5+dKLSMvghvmDJElGmin23/g24jwhN6ukOQw6nWIdFCmY3b2fJA6JO32S0CdJIhzbxSRn2O9guQ5utcbq6ROsGRIVDtHRkCgIMC0Ly3EJh13SNEf6Afv3H2b3/sNkYUQQJcXcFscl15rh8nlsQyClwLKLKN5WrYVrubh1F3Ndo6VASYnUxfw0U2eEUUiOQGtN4PvkroXhVMijgCTNyIRAaAtbZZimjW1qtDTwGjM4tkG/P6TieIXn49Qk8XBI3XPRai++PyrCThmSFJCmxJYWKk1ReUaS+NRkgyxcJwhGWLVdtGdnsGwbU9bJkwxtmriVGlmmcC2TUXepWHaDHJTArnooYGqyjeVWyO0akhTTLtaoMRAIs1ioDm1hOxZhNmI47GNJySDJsKoN7EqFXCmk7TIzOUsQh3QGK9RqFQ7fcZTOyipudUC/ExCHAcGgi2FKlJQ4jk3VawCKG/bfTBzH1G3QqYXtNgh6MeGMQ2+px2S7RX84wHZcHMtFSslo1CdTmmajSTQaMYqGaPIiIIAFvf5VH6tvCW9Fi+bXtNa/CCCE+CjwSeBfAu8BDo23e4HfHu8v5beBjwCPUVQ07wa+CHwc+IrW+tNCiI+Pz//t1YT4SUbdtVmLYg5IQdM2WFjOuOf79uE6Dk+eOMc7b76B7ihiZaTY3aiSWhYNzyMIB2RIdCrQKNI05zsL53jv0SP85dPHiATcUG0Qo7ANwWA0YrZVRyBIUsUwSAvPNNcmCmMc4XC6M2CyVmPScxmlGUpDkmtGQcRLK6tUKi79OCbJYPfMLiIMIpXhGAlhlpDmoNseSRIRJDlaZDx/aoRdsbANiRSSQeIQC4lnGSRRgmwfZK/lMEpDcpVSr1isdnu0LY3X3o2Ra7SGvNfH1Qm2a+I1Z1jurDBXsYlyyXq3S8vWzE96nBrENO0JGqagm67STw3yPCGIEqb33EyOQTcYYFWaxCpBBGsMu0scmmlzoRsiEcw3XEI1pG4ZaNnANCFfPYHt2FSkQxeH6ZpBEvgs9QOaMqVW88i1JlWKIFBIu4LUikALVKYwDZNBnGFZBoYwCVKNTGMcKYnjiGbFRZMy4TlUVEBd5zieQxRFxfLYSmFaApEpOn6G254lWF3BkTlJHFGvN+ivn6fhmqwOArRWxJmP6bi8474f4gff9R5un371t7c6gLPHF3nxya+zurzEgQM3sbqyRJZBb22ZX/nFj7IGHF+AF554jEd7q0xWJaY0OXPmJL31NQI/4PY7j/IXf/JH3HDgID/ygR/luRfP4sea3tCHNCMZdggwyeoNhmuLdPtrTE3NEoZDpCxci9c7HRy7iBCdRkkx2c+2sCZaWK6H31sjGvVhPO8oVBnCsBmEQxzbJVU5EzOztGp1/FGfwfoquC6jNCHMJY1d0wwXTiE1WFWPfrfP4uoqtrSoVKsYlkuaJMRI8qhYmti1TXZVK2QipzvyydMUr93AtR10ltKLI9oTLcJoGdOdoFqfwA/7GMImzhSd9RWEWUcKRSccYhKTjpYYDboIIdAalBIYOsNQGbnQZFHChbOnac9OI6VHFgZU3Qr95SVqnokiI0slUvoEgY9breHUIYwDUqXQhkUeZliOQW4XK14S9RCmQxaExIMeaZKQJyaW42FYLonfpdaaQAiF25jDtQ0mZ/eisgyd58weOEjQ6eG4kjvfdjepZXPq2AuQxSycPg55Tm9QOBM16pM0JnfRaMwQ+X2EKXnlpWdwPZtznz9Nkgy59d6H6PSHrH7tAsP+MlHgkynJ7r2TDHqLPPlX/4e77nuQ9eXznDvl02xOsrJ0ksnWJF99fpHF5R4q+1uwwqbWerDhtMp49W+KVs7ndBF64DEhREsIMae1XryYWAgxBzS01t8an38OeD9FRfMw8OA46X8HHuV1Kpo8z2k5Fkv9iP27Wqz2faaadVKVY+c5N++Z4ZsvneXWG/Yy3bZRSlHRmsVeH8s0+H/PnuC2vVMYhsA2Be88sI/vnLpAnAt0pnl6tELFsOlGAbZpFhMPNQRJyMvLPrONGqujEVGU8P5bbiZHc3yxy6HZKb5x4nzhGGla2JaNn5nEcUgeK5oNByP3SX1wbEE8yDCkxq5U6A9jDJXjkBMq0FIQxorIhurEHBMolD/Ej0BJFzfLya2Ymo7pBQELqx1c06IXgzZCXK0gCxnkkMkarqExpYVlWIwSiLII1xb0Q81aArtvuK2YwSxT4uEytsrJnQq51yLNUqRQZDogHJq4pqJNiDJNXljsMl2vkgILg5CGbeIagkTHBKFC2waV1hxhOKKWdwjiDKUzmqYiShNsLLppgM4lTsUCpUnTDKkFOQJ0Ts02iVVCqjW2FsQaVKY4NNPmxdURtpVDnpDYFq5tsBIlVIIBzUqFSCWgBGtxxoEDu1laPUfTswgyE6Fy1kchriEZxQqliyUY7n/Xw/zjD/0kvSSjE8GLESQpVGw42oBvnnmOOPKZ2TvP+to61VabNA342Y/9NM8rWHiux7e/+seFy2ym+AVf8eujIdVqMft8fvce1jtrHDx0hPvvu5VTSylhqEjjAKFtyHtYlToVAYZV4dDRB8iSYiC6Or2P5x//UjEvxXLIgd3zhzAMg+Ggz+zcPBcWjiOUwmtPkGUxXn2CLI2wkiKOXNjvMFxbJhp2yHVOniekYYyyLIJhn5rX5ODt97G4fB7bMumvr5FnMaZOadcbYBlUvQZ+bx1XCKTQmHWHIDRQaUYn8cmFhLRYzE4IE7NWL1qq/pA0AS0Nas0WSeoThyG5TuidO8bc3n1kmSbOcwxDs3juBDpVJGleePY5FlkcEsUZlmUjhUaYYOSK3soKCEGlUkfaFlGSMhoJtJRYlkUcFdG9pXSptlzMoUBaDv31ZVKtsN02fuhjkZDLCrXJJqan0WEN19QYrg1KYNgCVZ9k7sA+lk+8Qmt2BqRASocwCdm15wBBv0uqUpIoYt0UhH7M4oUFdB4jDAfbFlS1xjAc9t16DzNzM6wtr5DoBJFK1tbXyBZGSMekvWsPJ57/Cosnz9FZOg2mxdyeeRKVEQw7qFzRnNrHs09+iyQIURpOPPMkbtVjZc8y3bUOdrXO6uLi1R6rbwlvyRiNEOJTwIeBPvD3xpf3UCw0eJFz42sbv9We8fVL0wDMXKyUtNaLQogN74+Xp2pbPHDrfs6trnP65Fm+fHyJ+w/uY6LqYFgOwkjxrApSaNAgtGQQRXz35ApzTY+cjEhlVKVDxZX8+VMv8QMH57lrzwzfOn4aV3lEQYbtVcg1VEwLQ+cI1+PIrMMrKwMOT7bYc+RG0Jrl/pBOErJ+YUTFzMkyEIaFabkE0QiZJNSrNuQGy8MY16nR9jyOzlm8fGGV6Zrg2MraOIyFRRonxLlmz9w8CZIkTRgtn6dadRilDpWqQe73SUyHXqCoGALyHJWl9BVMkpFbNghYW+0zWRMMco0IAyo6QwtJ1bGoT06ztrRAe9cuTJlSr5kMRz3Ic2ItsZu7qUtJMIqo1wzyVGPIiDDocWrk49gWM40KfpIhpIFlWSgkiQCzPkklz6l7TWoeyChiz/QsC+cXWfBzXKuKmWmEznE8DxVFSC3xLM1I5TjSJNZiPACcIHKN45qkeU7FdRD1NstxSsvQeI7LSAoGGezee5jmYIXzfsjNhw4xXF5gFPlUDc1qZxUhTFIVEo0GgAa7ijIdsijCkhLX8zhy5HYuXFhBNqdpTMAoArNwTOKTn/kDjhw5gjQr3HTwcDFnw5ugvXeGEyvw+d/8dbI4HAd9rGBZFvwbm+y3Mnpph5vaBzlw4CaElMzvbqKAW2ctYnmAvg8XzpzhxRePYTguzWaTTEle/vajeM0G/ZUuK71lGu0Zci1RKieKUxbPnKDRbuM4FVbXFvBMQRT4RFpx77t/lPWFBepTuwhHA06+8DTHX/guhjAwLYd98zexvHKOLAOd5xiOR5hEqDymWang2zZ56tNdizhw4BBJGOHqjP7yOZxKDSSMogRXyeKtXyuahsF6DlMVmzPDCE9F+OsRI38EhsRwXfIs4dSz3yCOQlItmd49j+0ldSxeAAAHM0lEQVR4ZOEIlcJosIrWRdggkaWY5EihiYd9lJAgDbQGoSHVOaZhoLQiVxDFAeHZ47iuSWvmIF6tju1VMbSNNByGnSWEJZHY6FEf05JobPwgQKcBiZa0ZhuoYEiuUnQcgVul3pqmWq3T7ywwsWcfsT9EAbN7biDNBc8/8R1cV9BfPY8hJROz+zGlYuHUKUa+T73ZwpAOluOSa4P2zH6SNCTqrzPymhhSYloujjPB4snnyGTOzNSNWHaFFx7/Gn4YkiGoWDYrnQ5CKWrVKmma4DWbrCyep9fvItJirOfgTbcwHAywnQpq1KPabL/Ok/XNs6lYZ0KIvwRmL3PrE1rrP9mQ7hHA1Vr/khDiC8CvaK2/Mb73FeBjWusnN6R/xzjNPxyf/8A4zXuFED2tdWtD2q7WeuIy2j5C0fUGcBvw3Ot+oe1lCljbaRGXcD1qgutTV6lpc5SaNs/1qOuw1nrL1nTeVIvmYkWwCX4f+ALwSxStk30b7u0FLlyS/tz4+uXSLF/saht3sa1cQdtngM8ACCGe2MrAcG+EUtPmuR51lZo2R6lp81yPuoQQT2xl/m86qKYQ4tCG0/cBF52y/xT4sCi4D+hvHJ+BoksMGAoh7ht7qX2YV5d6+1PgJ8bHP8FWLwFXUlJSUrIlvBVjNJ8WQhymcG8+Q+FxBoUH2UPAcQr35n9+8QNCiO9pre8cn/4Mr7o3f3G8AXwa+N9CiJ8CzgI/9hZoLSkpKSnZZt4Kr7MPXuG6Bn72Cvfu3HD8BMXYyqVp1oF/cI1yPnON6beDUtPmuR51lZo2R6lp81yPurZU09+phc9KSkpKSq4//k4tfFZSUlJSch2itb5uNuCzFN5lz2249u+A88D3xttD4+s/DDwJPDve//0r5NkG/i/wyng/Mb4ugP9CMYb0DHD0OtD0IMVcpIv5fnIbNf0Y8DzFWNvbL7n3yNhOx4B37bQmirBE4YZ8f2cbNf0ahcPLM8AfA61rsdN269phW/3yWM/3gC8Du6+DsnclTQ+yQ2VvQz4/TzHhfepa7LQDujZlq9fk8XoJtnMDfhA4ehlj/fxl0t614UdyG3D+Cnn+R+Dj4+OPA786Pn6IwvFAAPcBj18Hmh4E/nyH7HQzcJgiAsPGh/otwNOAAxwATgDGDmvav/HvbLOd/hFgjo9/dcP/blN22gFdO2mrxobjjzKu5NjZsnclTQ+yQ2VvfH8f8CUKh6qLD/RN2WkHdG3KVhu366rrTGv9daCzybRPaa0vzrl5HnCFEM5lkj5MEcKG8f79G65/Thc8BrTG83V2UtOm2ApNWusXtdbHrqD1D7XWsdb6FMXb1T07rGlTbJGmL2uts/HpY7w6D2xTdtoBXZtiizS9bniq7S57V9G0KbboeQDwn4CPXaJnU3baAV3XzHVV0VyFnxNCPCOE+KwQ4m9EBwA+CDyltY4vc+81oWyAi6FsrhQiZyc1AXy/EOJpIcQXhRC3XoOeN6vpSuykna7GASHEU0KIr40jSlwLb5Wmf8Gr7vhv1k5bpQt20FZCiE8JIRaAf0oRcBd2+Dd1BU2wQ2VPCPE+ilbF05fc2tHf1FV0wbXa6lqaP9uxcUlTH5gBDIpK8VPAZy9JfytFN8VNV8ivd8l5d7z/AvDAhutfAe7eYU0NoKZfbTa/sl122pDuUV7bTfVbwD/bcP5fgQ/usCYHmBwf301RGBvbrOkTFGMhFz03N22nbda147Yap30E+Pc7XfauomlHyh7gAY8DzfH5aV7totq0nbZZ16Zt9df5vV6C7d4uNdbrGHIv8DLwzqvkdwyYGx/PAcfGx78L/JPLpdspTZdJ99f/3K3WtCHto7z2of4I8MiG8y8B37+Tmq7l/lZooohU8S3AeyN22k5dO22rDennL35+J8velTRd5t62lD3gdopB/NPjLaOYoD57LXbaTl3XYquL23XfdXZJn+QHGAfNFEK0KGr8R7TWf3WVLK4UyuZ1Q+RstyYhxOw4FA9CiHso3kTWt0nT1bT+uBDCEUIcoFhf6Ns7qUkIsUsIYYyPbxxrOrkdmoQQ76ZYruJ9Wutgw603bKet1LXDtnrD4am2W9NOlT2t9bNa62mt9X6t9X6K7rGjWusl3oSdtlLXG7LVZmr+7dqAP6BYRiAdf7GfAv4HhRveM2PDX2wJ/ALg86qL3feA6fG932P81gZMUjQ5Xxnv2+PrgqK748Q4/yu95W2npp+jGJx7mmJA9/5t1PSBcV4xsAx8acPf+8TYTseA9+y0Jop+5Yt2+i7w3m3UdJyi++lvuAtvxk7brWuHbfVHFA+3Z4A/A/ZcB2XvSpp2rOxdkv9pXuve/Lp22gFdm7LVxq2MDFBSUlJSsqVc911nJSUlJSV/uykrmpKSkpKSLaWsaEpKSkpKtpSyoikpKSkp2VLKiqakpKSkZEspK5qSkpKSki2lrGhKSkpKSraUsqIpKSkpKdlS/j84ZRP7OqXT7AAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 2019-09-12 - 09-13 \n", "dates = ['2019-09-11T00:00:00.000Z','2019-09-12T00:00:00.000Z','2019-09-13T00:00:00.000Z']\n", "\n", "images = []\n", "\n", "for date in dates:\n", " print(date)\n", " img = wms.getmap(layers=[layer],\n", " srs='EPSG:4326',\n", " bbox=(subset_bbox[0], subset_bbox[1], subset_bbox[2], subset_bbox[3]),\n", " size=(512, 256), \n", " format='image/png',\n", " time=date\n", " )\n", " im = Image.open(img)\n", " images.append(im)\n", " im.save('gsky_getMap%.10s.png' % date)\n", " \n", " im = Image.open(img)\n", " fig = plt.figure\n", " imgplot = plt.imshow(im,extent=[subset_bbox[0], subset_bbox[2], subset_bbox[1], subset_bbox[3]])\n", " \n", " \n", "images[0].save('bushfire_NSW.gif',save_all=True, append_images=images[1:],optimize=False,duration=2,loop=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Another way to make GIF is using https://giphy.com/create/gifmaker, where you can upload all .png files, and create a fancier GIF. For example, you can add annotation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "
\n", "
\n", "\n", "\n", "--------\n", "**For more information on the OGC WMS standard specifications and the Python OWSLib package:**
\n", "\n", "* http://www.opengeospatial.org/standards/wms
\n", "\n", "* https://geopython.github.io/OWSLib/#wms
\n" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3", "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": "3.6.9" } }, "nbformat": 4, "nbformat_minor": 1 }