{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "
\n", "\n", "**This is a fixed-text formatted version of a Jupyter notebook**\n", "\n", "- Try online [![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/gammapy/gammapy-webpage/v0.15?urlpath=lab/tree/hess.ipynb)\n", "- You can contribute with your own notebooks in this\n", "[GitHub repository](https://github.com/gammapy/gammapy/tree/master/tutorials).\n", "- **Source files:**\n", "[hess.ipynb](../_static/notebooks/hess.ipynb) |\n", "[hess.py](../_static/notebooks/hess.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# H.E.S.S. data with Gammapy\n", "\n", "[H.E.S.S.](https://www.mpi-hd.mpg.de/hfm/HESS/) is an array of gamma-ray telescopes located in Namibia. Gammapy is regularly used and fully supports H.E.S.S. high-level data analysis, after export to the current [open data level 3 format](https://gamma-astro-data-formats.readthedocs.io/).\n", "\n", "The H.E.S.S. data is private, and H.E.S.S. analysis is mostly documented and discussed at https://hess-confluence.desy.de/ and in H.E.S.S.-internal communication channels. However, in 2018, a small sub-set of archival H.E.S.S. data was publicly released, called the [H.E.S.S. DL3 DR1](https://www.mpi-hd.mpg.de/hfm/HESS/pages/dl3-dr1/), the data level 3, data release number 1. This dataset is 50 MB in size and is used in many Gammapy analysis tutorials, and can be downloaded via `gammapy download` (TODO: add link to description).\n", "\n", "This notebook is a quick introduction to H.E.S.S. data and instrument responses and contains some specifics that are important for H.E.S.S. users:\n", "\n", "- IRF formats and shapes\n", "- How to handle safe energy and max offset\n", "- EVENTS and GTI formats (e.g. how HESS 1, 2, configs, ... are handled)\n", "- Link to HESS Confluence where data and help is available (Slack channel)?\n", "\n", "Then at the end, link to other analysis tutorials that are likely of interest for H.E.S.S. people, and add a few exercises. This can be short, a 5-10 min read. It's just supposed to be the \"landing page\" for someone new in H.E.S.S. that has never used Gammapy.\n", "\n", "## DL3 DR1\n", "\n", "This is how to access data and IRFs from the H.E.S.S. data level 3, data release 1." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from gammapy.data import DataStore" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "data_store = DataStore.from_dir(\"$GAMMAPY_DATA/hess-dl3-dr1\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data store:\n", "HDU index table:\n", "BASE_DIR: /Users/adonath/data/gammapy-data/hess-dl3-dr1\n", "Rows: 630\n", "OBS_ID: 20136 -- 47829\n", "HDU_TYPE: ['aeff', 'bkg', 'edisp', 'events', 'gti', 'psf']\n", "HDU_CLASS: ['aeff_2d', 'bkg_3d', 'edisp_2d', 'events', 'gti', 'psf_table']\n", "\n", "\n", "Observation table:\n", "Observatory name: 'N/A'\n", "Number of observations: 105\n", "\n" ] } ], "source": [ "data_store.info()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "ObservationTable length=2\n", "\n", "\n", "\n", "\n", "\n", "\n", "
OBS_IDDATE-OBSRA_PNTDEC_PNTOBJECT
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201362004-03-26228.6125-58.771667MSH15-52
201372004-03-26228.6125-59.771667MSH15-52
" ], "text/plain": [ "\n", "OBS_ID DATE-OBS RA_PNT DEC_PNT OBJECT \n", " deg deg \n", "int64 bytes10 float32 float32 bytes18 \n", "------ ---------- -------- ---------- --------\n", " 20136 2004-03-26 228.6125 -58.771667 MSH15-52\n", " 20137 2004-03-26 228.6125 -59.771667 MSH15-52" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_store.obs_table[:2][[\"OBS_ID\", \"DATE-OBS\", \"RA_PNT\", \"DEC_PNT\", \"OBJECT\"]]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "obs = data_store.obs(20136)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/adonath/software/anaconda3/envs/gammapy-dev/lib/python3.7/site-packages/astropy/units/quantity.py:464: RuntimeWarning: invalid value encountered in true_divide\n", " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" ] }, { "data": { "image/png": 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\n", 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\n", 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mm96Y3edY4GIgRrgSy59PaydngPVP3k/EoWXfAwDINNRR3zU6LcSGEwRRZzAzmoExdhlVTSGRiVLbt9N7zz0sOOtMbHBruHEuZGAAHPPpsa/bVoX1P568Cba9WDCAMZ1FPBXAEJHaUZkl+gq94/Zxrx8B9nT3PjN7O3AzsHqqnRERmZU0haRsdmR6o5nNBy4DTnL39Wa2pDq9ra6B7R3UAw2Lwm8/01hPbGj0Q1SQSBHEnIHcFJJYLFyFJN4c7qAMDCmg5447IJlk3rvfDX3Z/3ZzJYBRSNue4dftLxVuH5lCMv4tdPnpL42I1AajUquQbABW5L1eTphlMcLde9y9L/v8diBmZovK+N2JiNS2yo3Rc9XI9EZ3TwC56Y35ziIsKr0ewN3bp7mPM8JwXzcAdS3zww1NDdQPhWnsnkph6QwehWQm/NgzkoGhIp5SQv9v7yW2YgX1++4LvZvDjS1Lq9upaqqfBw0LYPuLBZu1jKqIyPR5CFhtZnuZWRw4A7g1fwcz290sfJdtZkcQjp1bp72nIiIyVxSa3rhs3D77AG1mdo+ZrTWz909b72aQRF8vAA0tYRFPa2qkPuFkMhky/WF2RSYakMoWF5wQwEgogCFjeSLBwIMP0nTUm8INvZshEoeGtup2rNoW7FU8AyNbA8NVA0NEJMewCtypc/eUmZ0H/IJwnvFV7v6kmZ2bbb8cOA34iJmlgEHgDHevfI6ciEjNqMwYPYftyPTGKHAY8BagAfgfM7vf3Z8ZcyKzc4BzAFauXFmBrlZXqq8HgIbWBQBEmpsJHAZ6t1PXH65Gko5FSGVT20eKeAYBRBsgqSkkMtbgo4+SGRig6U15AYzm3ZQx1rYKNjxcuE3LqIqIjJXLTq6E7LSQ28dtuzzv+SXAJZW5uohI7avkGD1HTTq9MbtPp7v3A/1m9lvgYGBMACNbtPoKgDVr1sy64Huqvw+AxpYwgBFtbgWgv6ud6HB4VzgZjZBK5wIYMXwou8xqvFE1MGSCvt//HoKApje+MdzQu3Fu17/IadsLnrwZ0kmIxMY0jS6jqikkIiIjLLApPUREpPI0RpfVpNMbgVuAY8wsamaNhCtorZvmflZdOjtNpGneQgCiLWEAo6+7c2QKSTIaJZlNbQ+LeGaXWY01aQqJTND/+9/TcNBBRFrD3yW2vRR+eJ/r2laBp6F7w8S2aVxGVQEMEakNFq7QN5WHiIhUmMbosnL3FJCb3rgOuCE3vTFviuM64E7gMeBBwqVWn6hWn6slMzBAKoC6hnBVkXjLPAAGu7eS6Q+DE4lolHT+FJJcACPepCkkMka6u5uhx58YnT6SGobuV2DBa6rbsZlgQTaIU6CQ58gUQtcUEhGREZpfLSIyc2mMLq/JpjdmX38V+Op09mum8YEBhuOjv3t1rWGhxaGe7WSiYaHORCw2UgMjyNXAgOwUEmVgyKj++x+ATIamo48KN3StB1wBDAgzMKBkIU8V8RQRydL8ahGRmUtjtFTNwBDDdaNJ5Y3zwloYwz3bydSFS6sOReJ5U0jyMjBijVpGVcbov+8+gqYmGv7sz8IN214IvyqAES4jG4nDthJLqaoGhoiIiIiISGE2NEyyLjLyunHeIgASvd0jNTCGYnV5U0hiZJJ5U0hUxFOy3J3+++6j8Y1vxGLZIpUjAQzVwCCIwPw9i2dgBAE+DauQKIAhIjXDzKb0EBGRytMYLdUQDA6Tqh9NKm+aHwYwkr09pPrCFUqGonGSuVVIYnE8kZ1CogwMyZN48SWSr75K05uOHN247QWoa4XGhdXr2EzStqpgDQwgLOSpKSQiIqP0RldEZObSGC3VEBlKkqobXdKxaf5iOoB0Xx/D6T4wZyiIk87eGbYJNTCUgSGhnjtuBzNa3vKW0Y3bXgyzLzS+hRbsBa88AO4T/k3MbFqKeCoDQ0Rqg4Xj5FQeIiJSYRqjpUqiQykyDaMBjLr6ZlIBZPr6SPb2YTFIBvWk0gVWIdEyqpLl7vT87Oc0rllDbPfdRxu2vaD6F/naVsFwDwxsm9g2TUU8FcAQkRoxtdRk3REUEZkOGqOlOmLDKTIN9SOvgyBgqM7w/n6SvX0E0QyZaD3JvAwMUqlwrr6WUZWs4XXrSLz4Iq3veMfoxnQKul6GNtW/GFFiJRIV8RQRyWOABVN7iIhIZWmMlmqJD6chL4ABMFwfgYFB0r19RGIZPFo/WsQzW5zRE4lwCkkmBanEtPdbZpbun/0cYjFa/uKEvI2vhL8fysAYlQvmFKqDMU1FPFUDQ0Rqhu7UiYjMXBqjpRrqEo6NC2Ak6qMEA0Nkgj4iUcei9STTjruHGRhkAxixpvCAZD9E49PddZkhPJOh5/bbaT76aKJtbaMNuQ/pCmCMatsz/FoogBEJpqWIp+LeIiIiIiJSc1LJBHVJsMbGsdvrowSDCby/lyCWwWINAKQzjsWzGRjJZJiBAaqDMccNrl1LavNmWk8+eWzDyBKqCmCMiDdB827hFJLhPnjqFnjhHkgNY0EEn4YpJMrAEJHaoGJvIiIzl8ZoqYLB/i4AIs1NY7anG+PEuwchM0AQdYK6MICRyhTJwNBKJHNa989+jjU00HL8cWMbtr0I0QZo2b3wgXNV2ypYdxs8fiOkBsNtsUYYXAyJwYpfXgEMEakZgd4di4jMWBqjZbr1d3cCEGkcG8DINNYT29wbBjDmO5FspkUq4xNrYIAKec5hnkjQe+edtBx/PMG4TJ5wBRItoTrBqmPC4M6Bp8GB74bhXnjiRuym/4bejopfXgEMEakJhuZXi4jMVBqjpRoGesKlHKPNLWO2e2MD8eE0lh4kiGaI1WUDGOkMQX4GRjyXgaEpJHNV3733ku7uZt6pp0xs3PYiLHzt9HdqpnvL/w4f+VqWgv33tEwhqVgNDDNbYWa/MbN1ZvakmX2iwD5mZl83s+fM7DEzO7RS/RGR2mc2tYdMpDFaRMpNY7RMt6HecApJrGlsAMOaGqkfyhAMDRHEnGhdXgZGLoCRTOYV8VQAY67qvvU2IgsW0HTUUWMbMpmwUOUCLaG6Q4JIOJ7X+CokKeDT7v6ImbUAa83sLnd/Km+ftwGrs483AN/MfhURmUB398pKY7SIlJXGaJlugz3baQTqWuaP2W5NjdSlAJwg5tQ15DIwnPoxGRi5Ip6aQjIXpXt66PvNb5h/+ulYdNzH4t5NkBoaXTZUSrMImOPpGs7AcPdN7v5I9nkvsA5YNm63dwLXeOh+YL6ZLa1Un0Skhk3xzp7eTxemMVpEykpjtFRBsq8HgLrmsQGMSN6UkiCaIcgGKpLpzEgGRiaRCAsPgjIw5qjeX/4STySKTB/RCiQ7ZRozMKZlGVUzWwUcAjwwrmkZ8Ere6w1MfAONmZ1jZg+b2cMdHVsr1U0RkTlJY7SIiNSiRDaA0dA6NoARa2kdeR6JOhatB7LLqI4U8Uzm1cBQBsZc1H3rbcRXraL+wAMnNm5/MfyqAMaOsQgAXuNTSAAws2bgRuAf3L1nfHOBQ3zCBvcrgCsADltzyIT26XLRzXVF215Z31Xy2MVLmku2f+E9pb+tZY2Rom3N0VjJYyerCh4JirfHrPh1w2NL/woFuxAj84m/CmPEJjn1ZMe7F/8Pli7RtiNKnXtX/1tP/n0Vb4sFk/08Sv+uTF5hvpK30gwr8bsqUzObxuhLH1pStG3Thu6Sx25/+NGS7Ue89y1F23ZfUvxvA4B7omR7LFJ6VGhrSBU/Nlr62LqgdPtQuvQY3zVY/O/LtqZ4yWMbGkv/bdq+rfQdz4H+4v9uw0PF/00A6hpK9214uER7tPTPi3SydHtdfen25hLX7tpW+thY6X9TkpP0rXVe6fZdojFapl+yvxeAhpa2MdtjLaO/60HMId4A9JPKZPJqYORlYCiAMeckN25k4MEHWfTxjxWe/tbxJ4jWw7zl09+5WhQE4bvGWg9gmFmM8I3xD939pgK7bABW5L1eDmysZJ9EpDaFFe6r3YvZRWO0iJSLxmiphlRfGMBonLdwzPb8mhhBNINFcwGMvCKeiaSmkMxh23/8YwDmnVJg+ghA+1Ow+HUQlA70S5ZFMPPankJiYSjrSmCdu/9nkd1uBd6frXT/RqDb3TdVqk8iUtvMbEoPmUhjtIiUm8ZomW6Z/jBzoql5XAAjb0pJEHMsFmZGpdKOxfKKeAZBGMRQBsacsu2HP2TrNy+n5cQTia9YUXinLU/Bkv2nt2O1LIiAgadrOwPjKOB9wONm9sfsti8AKwHc/XLgduDtwHPAAPDXFeyPiNQyFXsrN43RIlI+GqOlCjKDAyQjEM+uMpLTOG8huYlmQdQJYg1ArohnrgZGdrpYrFEZGHPI1quvpv2iL9N8/PHs8dWvFN5pYBv0bYYl+01v52qZ5Yp4Vn4VkooFMNz9d0wyId7dHfhopfogIrOL7tSVj8ZoESk3jdEy3XxgkOH4xN+7pvmLyVU+CmIZLBvASGccq8urgQHhUqoJBTDmgs5vXUHHf/0XLSeeyLJ//+pIQdcJ2teFX3dTBsYOy2VgZCpfCq3iRTxFRMpFb45FRGYujdEy7QaGSNRNnBE/JoARdYJ4OIUkmfa8DIxs0dtYEyQ1hWQ2c3c6L72MzksuofXkk9njyxdh0RIfg9ufCr9qCsmOswjUeg0MERERERGRSgkGh0nWTSyy2NQ6WhMjFYsRi4b7pDIZgnihDAwFMGYrd6fj4q/RecklzHvXu9jjK18uHbyAMIBRPw9alk5PJ2eDIMBsliyjKiJSDgZohT4RkZlJY7RUQzCUIFk38eNMNBZnKAaBG+loHZHsL2cq4yPTBsbUwNAUklmr8xuXsPVb32L+e97D7l86Hwt24P79lqdgyQEq7LMzLBtIVABDRCTLwPTuWERkZtIYLVUQGUqQbogXbBuqD4imnVRQRyz7oTWVdsgGMDK5AEa8GXo2TEt/ZXpt/c536LzsMub95bt3PHjhHtbA+LPTKt/B2SQIl1FVBoaISB4FwkVEZi6N0TLdokMpkvOaCrYl6iOkEynSQT3RSDYDI50Jl++NxyGZrYGhIp6z0vbrrqf93/+D1pNPZum//uuOBS8AejbCcLdWINlZFoFgeop4qgaGiNQIC990TOEhIiKVVrkx2sxOMrM/mdlzZvb5Au3Hmlm3mf0x+/iXinyLMuPEhtNkimRgJOujDMUhE60jmjeFBMDi8dEMDC2jOuuke3po/+pXaTrqKPa46EIsMrFOSlG5Ap67HVCZzs1WgaaQiIiMYejunojITFWpMdrMIsClwAnABuAhM7vV3Z8at+u97v6O8vdAZrJYIg0N9QXbOvZoIdWb4OBIPdFIdgpJ9sOVxeOjNTDiTcrAmGW2X3c9mf5+lnzm08WXSi0mF8BY/Lryd2w2s0hYxNO1jKqIyAhlU4iIzFwVGqOPAJ5z9xey17gOeCcwPoAhc1D9sGONjQXbfnnGvnSuf4ATh+tHMjCS6WwGRiyWt4xqY7iMqrvulMwCmeFhtl1zDU1HH039flOYBrLlqXD1kcYF5e/cbBYEWkZVREREROaERWb2cN7jnLy2ZcArea83ZLeNd6SZPWpmd5iZcr/ngGRiiHgKrLGhYHtAjLRl8GjDSA2MdN4UEs+vgZFJQToxLf2Wyuq++RbSnZ0s/Nu/mdoJ2p+CJfuXt1NzhJnBNNTAUAaGiNQGUwaGiMiMtWtjdKe7ryl+5gnGv0N+BNjT3fvM7O3AzcDqqXZGasNA73YAIo2Fi3gGREmbY7F6oiOrkBSaQtIcfk30Q7Susp2WivJ0mq1XXUn9gQfS+IY37PwJMmno+BPs9ebyd24uCAxPKgNDRGSE2dQeIiJSeRUaozcAK/JeLwc25u/g7j3u3pd9fjsQM7NFZfzWZAYa6NkKQLS5pcgeEVIGFmsoWMTT84t4ggp5zgK9d/+K5MvrWfi3fzu1gGrnM5AeVgbGFFlYBKPi11EGhojUDAtqIxphZkuAo4A9gEHgCeBhd698WFpEpEoqNEY/BKw2s72AV4EzgLPGXNdsd2CLu7uZHUF4g25r0X5qjJ4V+nMBjKbmwjt4lJR5GMAYWUY1vwZGXhFPUCHPWWDb1VcTW7GClhPeOrUTPPer8Otex5SvU3NJYFpGVUQkJ1fhfiZnYCJ02BcAACAASURBVJjZcWb2C+DnwNuApcD+wBeBx83sAjNrnb4eiYhMj0qN0e6eAs4DfgGsA25w9yfN7FwzOze722nAE2b2KPB14AwvUAq/1sZoLR9b2nBvFwCx5sI/MvMoaYNIvIFYdhWS5MgqJLECGRj9le2wVNTg448z+Ic/sOB97925ZVPzPfsLWLwfzF9Z3s7NEWaoBoaIyAiDYObPB3k78GF3Xz++wcyiwDsIlwK8cbo7JiJSURUco7PTQm4ft+3yvOeXAJfswKlqZozW8rGTG+7tpgGoa55XsN09StIgiNcTyWYHpbMZGEE8TmZgMNwxng1gKAOjpm275vsETU3Me/e7p3aCoW54+fdw5EfL27G5JDAtoyoiMspmfBFPd/9sibYUYWE5EZFZSGN0mWn52EkM94UBjPrW+QXbPRMhYUa0rnF0GdVcDYxYHE90hzvGclNIlIFRq5Jb2um54w4WnH0WkeYiU4om8/xvwtVoVp9Y3s7NJWbTsoyqAhgiImVmZp8qsLkbWOvuf5zu/oiIyKgaGaMLLR9baFmFI7NTZzYCn3H3J8fvkF2W9hyAlStnT2p8ojcMQNS1FA5gkIGUGUG8ATMjGtjYVUiSuRoYmkJS67b/6FpIp2l773unfpJnfwn182DFFFYvESCsg6QaGCIieWZ6DYw8a4BzCd+ALiN843gs8G0z+8eq9EhEpMI0RpfVziwfezDwDYpkkLj7Fe6+xt3XLF68uMzdrJ5Ufx8AjS0LCu+QnS5CPFwaNRIY6cxoEc+MinjOCpmhIbquv4Hm448nvmLF5AcUPEkmDGDs/VaI6P7+lFmgVUhERHKM2lmFBFgIHJpb1s/Mzgd+ArwZWAt8pYp9ExEpO43RZbdDy8fmPb/dzC4zs0Xu3jlNfayqkQBGa5EARir8IJWKxgGIRQKS6bxlVJPJcL/cFBIto1qTum74Ment21nwgfdP/SSb/gD9HZo+sossMBXxFBEZYcz4+dV5VgKJvNdJwrtkg2Y2XKU+iYhUjsbociv78rGzTTobwGhqXVh4h1Q4XSSZDWBEI0YqkzeFJJENYIwU8dQUklqTGRyk84oraDziCBoPP3zqJ3rml4CFGRgyddM0hUQBDBGpGbXz3phrgfvN7Jbs61OAH5lZEyrAJiKzlMbo8nH3lJnllo+NAFfllo/Ntl9OuHzsR8wsBQxSZPnY2coHBklEIRavL9hu2QyMRBAuqRkNjFQmLwMjN4Uk2hB+VQZGzdl+7Y9Id3ay+GsX71oA9Zk7YPnh0FQkGCY7JrCJE90qQAEMEakZlbq7Z2YnAV8jfJP4HXe/qMh+hwP3A6e7+0+Knc/d/83MbgeOJsysPtfdH842n13WzouIzBC1koFRK2N0GZePnZV8cJDhePHfuSCdgQgkIzEAokEwWsQzFhsNYAQBxBqVgVFj0n39bP32t2k6+mgaDzts6id69RHY9CiceGH5OjdHmRnulV+FREU8RWROM7MIcCnwNmB/4Ewz27/Ifl8mvBu2IxqAHne/GHg5mwYsIiIzg8boWjcwRKKuxEeZVAqARBDuE40YqXSBDAxQAKMGbf/B90l3dbH44x/btRM9cDnEW+CQXVjBREIRFfEUERmjQgXijgCec/cXAMzsOuCdTEwj/hhwIzDpJMtsQbg1wL7Ad4EY8APgqPJ1W0RkZqmVIp7TNUabWT3wDuAYYA/CaR5PAD8vtNyp7JxgcJhkXfGPMulEEuogEYT7jJ1CEoNMBk+nsUgkXIkk0Tct/ZZdl+roYOuVV9F83HE0HHTQ1E/UswmeuAkO/xuoby1fB+coM4PKJ2AogCEitWEXl9tbZGYP572+wt2vyD5fBryS17YBGLMIuJktA94FHM8OBDCy+x5CuMQd7r7RzFqm2HcRkRmvikuiTkXFx2gz+xJhbY17gAeAdqAe2Ae4KBvc+LS7P1bO684lwVCCVH3hjzJDyTQ9PUPQAgnLZWAEY4p4AngigTU0wIK9oPOZ6em47LItF30ZHxpiyT9+dtdO9PCVkEnBEeeUp2NzXRCoiKeIyCjblfnVne6+puiJJxo/+l4MfM7d0zvYh0S2KrwDZAvDiYjMYrs0Rk+36RijH3L3LxVp+08zW0K4GopMUWQoSbo+VrDt8Ve7iWfSACQjo0U8R5ZRjYXHeSIBDQ2w9GD4n8sglYDsqiUyM/Xd+zt6fv5zFn3sPOr22oWZX8khePgq2OckWPja8nVwLlMRTxGRsYLKvDneAKzIe70c2DhunzXAddk354uAt5tZyt1vLnLOG8zsW8B8M/sw8CHg2+XttojIzFKhMboSKj5Gu/vPJ2lvJ8zKkCmKDqdItjUXbFv78nbqs8UEE9n7FNGIkc5bhQQYrYOx9GDIJKHjaVi6C1MSpKIyg4NsvuAC4nvtxcIPf3jXTvb4DTCwFd74kfJ0TrBsvRl3r2hAWwEMEakZFRoLHwJWZwu4vQqcAZyVv4O7j4T4zexq4Gclghe4+7+b2QlAD+Ec639x97sq0HcRkRmjVuIX0zlGm9ltTLwn2Q08DHzL3Ycqcd3Z4L5r/5P+jeuLtrd1J+jfq65g2yMvb2e3hvDDVDJbmyUaBCSzq5AEuQBGMhkesPvB4ddNjyqAMYN1Xv4tkhs2sPKa7438DKek6xW4619gj0NgrzeXr4NzXTaAQToN0cqFGRTAEJGaYFaZAnHunjKz8whXF4kAV7n7k2Z2brb98pInKH7euwAFLURkTqjUGF0p0zhGvwAsBn6UfX06sIWwFsa3gfdNQx9qzvb29Sz412+zYJL9OvdcPmGbu/PI+u18eFE4TSS31kg0KJGBseA1EG8OAxj6kcxIqY4Otn3ve7SefDJNRxyxCydKwE/+GtIp+MsrayfyWgNyGRhkKlvJUwEMEZnz3P124PZx2woGLtz9g8XOY2a9lJj95+4qcS0iUiVVGqMPcff8W7y3mdlv3f3NZqaVSIoY7OsGYP0H38LhHyxcqNECY99FEwMYr2wbpLMvwcpVEUhDwkankOQvowqQyQUwggB2PygbwJCZqPPb38aTSRZ/7LxdO9HdX4IND8FfXa3aF+WWm0KSyRQsMFcuCmCISM2Y6QXi3L0FwMz+FdgMfJ+wSOjZgFYhEZFZTWN0QYvNbKW7r89eeyVhLSUYTQ6QcVKJcGZNvG0BC3bfc6eOXbt+GwDLGyPQCwkPi3nGIgF9qRSQX8QzOXrg0oPhke9BJg1BZFe/BSmj5ObNdP3oOub9r3cSX7Vqaidxh/u/CfdfGq46csC7ytpHycvCS6creh0FMESkZszw98b5TnT3/KVYv2lmDwBfqVaHREQqTWN0QZ8GfmdmzxMGS/YC/j678sn3KnC9WSGZDWAEsZ2vc/DIy10010VZXGfQC8lMGKSIFJpCksyLIS09CJIDsPU5WLzvLn4HUk6dl1+OA4s+8vdTO0E6Cbd/BtZeDa97B/zF/yln9yQnr4hnJSmAISI1Y6bf3cuTNrOzgesI05XPBCobjhYRqTKN0RO5++1mthp4HWEA4+m8wp0XV+Kas0FqeBCYWgBj7cvbef2K+dSnw+BELoARFvHMLaOaq4ExLgMDwmkkCmDMGIkNG+j6yY20veeviC9ftvMn6PgT/OyT8PJ9cPSn4Pj/PVpsUsrK8ot4VpB+eiJSG8ywYGqPKjgLeA9hobYtwF8xbmUTEZFZRWN0QWbWCHwWOM/d/wisMLN3VOJas0luCkkkXniVkWL6hlM8vbmHQ/dsI54OgxOJbCAjFjFS2VVIJhTxBFi0L0TrVQdjhtn2vWvAjIV/93c7d2DvFvjZp+CyI2Hz4/Cub8Fbz1fwopLyamBUkjIwRKQmGLWTnuzuLwHvrHY/RESmi8boor4LrAWOzL7eAPwY+Nk0Xb8mpYaHiLPzAYzHXuki43DoyvnEHg2DILkAxpgpJLkaGPlTSCJR2O0ABTBmkHRfP90//SmtJ51EbLfdJj9gYBs88wt4/Mfwwj3htjUfgmM/D02LSh4qZaBVSERExprp6clm9kXgMnffVqT9eKDR3fXGVURmHY3RBb3W3U83szMB3H3QZvo/1AyQSgzvdADjyY3dfOm2J4lHAg5Z0UZ07TAAiUwuAyMgmSmRgQHhNJLHbwwLPurHVHXdt95Cpq+PBWcXSZDq3wobH4FXHoTnfx0+9wzMXwlHfRwOeZ9WGplGuSkkriKeIiI143HCJfKGgEeADqAeWA28Hrgb+H/V656IyJxWjTE6YWYNZJdvNbPXAsNlvsask0mG/0TReP3kO7vz85/+gF8+8gxr6qJ84+jFzPufC2HTo8QXRkmmczUw8pdRzWVgJMeea/eD4OGrYPtLsGCvsn0/svPcne0/vJb6Aw6g/uCDRxvSKXjiRrjva9CeW4nYYNlh8OZ/hNUnhM8VgJp+kezqPSriKSISmuk3rdz9FuCWbMG2o4ClQA/wA+Acdx+sZv9ERCpJY3RB5wN3Eta++GH2uh+swHVmlXQiDGBEdiCA8dJTD3LyY+dxcpSwFOsDgEWgbU/ikWC0iGfESGWnkASlMjAgrJmgAEZVDdx/P4nnn2fphReGY0smDY9dD//95TDAtNuB8NYLYNmhsPT1UN9a7S7PedNVxFMBDBGpDQbVqfW289z9WeDZavdDRGTaaIwudq27zOwR4I2EpUI+4e6d03HtWpYLYETjY1chWb91gK39wxyysm1kW/eWFwF48dhL2OuAIyBaB63LIBIjfv2fj9TAiAZB6SKeEE49AOjdXPbvSXbOth/+kMj8+bS+/W1hPYtffjEMLC09GM64FvZ5mwpyzjQRFfEUERlhUK1q9SIiMgmN0WOZ2aHjNm3Kfl1pZivd/ZHp7lMtSReZQvIfd/2Jh1/azn2fP35kW6JrCwD1ex0xYfnTWBAbqYERjeRNIckV8RwfwKifH34d3F6eb0SmJPHSS/T9+jcsPOVIgu+fDBsegnkr4S+vhAPercDFTGXZKSQKYIiIhGZ6erKIyFymMXqM/8h+rQfWAI8SxnkOIpzkcHSV+lUT0sPZoENdw5jtm7qG2NIzRCbjBNmAWbonDGC0LVk+4TzxSDwvA2N0CslIBsb4GhiRKNTNg8GCdV5lmnR8+d+wIM0CboTB18DbvgKHfgBiO1ATRarGIiriKSIyht4bi4jMXBqjR7n7cQBmdh1hfY3Hs68PBD5Tzb7VgtzyprFxAYz23iFSGWfbQIJFzdkVSvrb6fFGWhuaJpwnFsTyamAEpMatQpIZn4EB0DA/XI5TqmLwd3fQ85vfs/AQI/rhn8BrjlPGRa3QMqoiInnMZvzdPTNbAJwHbASuBL4AHAmsA/6fuysnVURmp9oYoxfl158ws/cCRwBPAN92r0jp/NflghcA7v6Emb2+AteZVTK5AMa4KSTtveHUkvae4ZEARmywg+5gPoVKOBbNwIhGIQgmTiEBaFygKSTVsu1FOr70SSJ1sPDC62CV/qvUEotMzxQShbNERMrnB0ATcBjwG2B34MvAIHB19bolIiLAL3NPzOyLwPuAtcAJwH9W6JrrzOw7Znasmf25mX2bMKgtJWSyUztidY0j2/qGUwwkwtT09t6hke31ia30RhcUPE88iI9mYAQB7pDOjNbB8ERy4kENbZpCUg29W+i/8BT6NxgL/+YDRBS8qD1BGMBQEU8RkawaKBC3h7u/3cLbkBvc/djs9nvN7I9V7JeISMXVwBid38F3A8e4e7+ZXQtUqqjmXwMfAT6Rff1b4JsVutaskZtCEo3XjWxr7xkNWuQyMQBaUtvobNy74HlikdhoBkYk/PEn0xkiQQSLxyfWwABoWBAu0ynTZ6gH/8G7af/9MNHFS2j7u09Vu0cyBSMZGKqBISKSrXA/498bE5hZG9ACNJvZKnd/ycwWAvFJjhURqVk1MkY3mNkhhBnIEXfvB3D3pJlV5B23uw8B/5V9yA4aycCoH83AyA9adOQ9n5/pYlP9ooLniQdx+lP9QDiFBPIyMOLxwlNIGtpUA2M6pYbh+vfS8+BLDG1tZemFnyWoq5v8OJl5gtwyqpWYjTdKAQwRqRkzfX41cCHwdPb5h4DvZPu8H3BBtTolIjIdamCM3sToVJFtZrbU3Tdlg8ypcl7IzG4DrgDudPfkuLbXAB8EXnL3q8p53dkiN7UjlrfqRH4AI5eNMTTYTyv9ZJqXFDxPPBKna7gLCIt4AqNLqRYLYDQugKFuyKRHUuKlQlIJ+MmHyDzzW9qf3of6P1vFvHeeWu1eyVSN1MBQBoaICNjMf3Ps7j8ysxsAc/eUmd0CvB541d03Vbl7IiKVUxtj9HFFmrqAN5f5ch8GPgVcbGbbgA7CJVX3Ap4DLnH3W8p8zVnDk0nSBtHYaPJiLmixqLluJJjR1bGR3YFIy24FzxMLRqeQxHJTSHIrkcRixTMw8DCI0Vi4toaUQXIIfvwBeOZOOhP/i9T2B1l22T9hWnGkZlkwPUU8FcAQkZox06dXm1kcSOZVsj8GOBR4ivDOn4jIrDXTx+gcM1sDrCDMunjW3Z8GBsp5DXffDPwj8I9mtgpYSljQ+Rl3L+u1ZqVUitS45IeO3mHi0YDVS5pHAhg9na+yOxCfv7TgaWKRGIlMGKSITJhCUiyAkQ1aDG5XAKNSkoNw3dnw/K9IvOFLbPvc1bSecgqNhxxS7Z7JroioiKeIyIhwfnVl59SVwUPAscB2M/ss8C7gduBTZvZmd/+nanZORKRSamGMNrM/B/6DMOPiMOA+oM3MksD73P2VSlzX3V8CXqrEuWcrTyZJR8ZGxNp7h1nSUsdurXU8/HK4zOnAtvDeQGNb4QBG/iokseyd/WQ6m4FRtIhnG9mTw8LX7vL3IuNkMnDz38Pzv4ZTL2HLVQ9AJMKST6twZ60bycCocBFP5eiIiJRPxN1zi8efDrzF3f8P8Dbg5Op1S0REgIuBt7n7Wwmz45LufhTwf4Erq9ozGSuVIjXuNmt77xBLWupY0lpPe+8w7k6iKwxgtC5eVvA08Uh8wiokuRoYQaxEDQwIMzCk/O65EJ68Cd76JXq3LaXv7l+x+LyPEtt992r3THZVNPxPW+kMDAUwRKRmmE3tMY16zOzA7PNOwvnOEGa7abwVkVmtUmO0mZ1kZn8ys+fM7PMl9jvczNJmdlqRXSLu3pF9vh7YE8Dd7wIKfwKW6kimyIybk9TeM8ySlnqWtNSRSGXoGUyR7t0CQNviPQqeJh6Jk0yHWRa5KSSpHVmFBGBQK5GU3WM3wG+/Aoe8l/Tr/5bN/+f/Urfvvix4//ur3TMpg5EMjFSBzKYyqtgbajO7yszazeyJIu3Hmlm3mf0x+/iXSvVFRGaHwHxKj2l0LvBDM7sGaAceNrOrgN8RrlAyY2iMFpFyq8QYbWYR4FLCTLb9gTPNbP8i+30Z+EWJ0z1sZlea2VnAtcA92WMbgYovN2FmbWZ2UKWvMyskU6SjBaaQtNaxuKUu+3qIoL+dbpqoy1tuNV88iI/UwIjlViHJK+KZSZYKYCgDo6w2PwG3nAerjoGT/4vOb3yD1JYtLL3gS1gsVu3eSTnkamBUOIBRyRoYVwOXANeU2Oded39HBfsgIrOEZR8zmbs/ZmaHAn8B7AM8CmwAPuXuXVXt3ERXozFaRMqkgmP0EcBz7v4CgJldB7yTsDhyvo8BNwKHlzjX3xGuDvIm4G4gt4SpAyeWsc8jzOwe4FTC99x/BDrM7L/dXRP+S7BUmkxk9D7rUDJN92AynELSEiY3tvcO0zDUSVfQxrwi54kGURLpBO5ONJeBkb+MaleBD1r18wALa2BIeSQH4ca/gYb5cNp3GXrmObZ9/we0nXkGDa9/fbV7J+USmZ4aGBULYLj7b7NVl0VEdp0x3dkUU+LuaeCO7GOEmR3l7vdVp1cTaYwWkbLatTF6kZk9nPf6Cne/Ivt8GZBfXHMD8IYxlzZbRlg0+XhKBDDcPQlcVmD7oJktB16eWvdLmufuPWb2t8B33f18M3tsRw40s5OArxFmh3zH3S8qst/hwP3A6e7+k3J1vJoslSIdHQ1gdGRXHVnSUs+S1tEMjNcNb6UvWnylkHgkjuOkPDVaA2OyKSRBJPygrQyM8vnlF6HjaXjvTXjTIjb/308SmT+fxf/wD2W7RDKZZMOGDQwNDZXtnLJzfP93krr0BF6e30awbt0OH1dfX8/y5cuJ7WAmTrVXITnSzB4FNgKfcfcnC+1kZucA5wCsWLliGrsnIjPJNNez2GnZFOb3EL7hvtPdnzCzdwBfABqAWlsfTGO0iOywXRijO919TbHTFtg2PlJyMfA5d09biU5UaYyOmtnS7HX/eUcPyps6cwJh0OYhM7vV3Z8qsN9kU2dqTypDJm8Vkvbe8EPp4tY6luSmkPQMsya1nfbmfYueJh6JA5BMJ4lmVyFJ5a9CkiiS6t7QphoY5fL07fDQd+DI82Dvt9B7xx0Mrl3L7hdcQKS1tWyX2bBhAy0tLaxatYpS44BUTmbrqwxv2k58xXIi8+bv0DHuztatW9mwYQN77bXXDh1TzQDGI8Ce7t5nZm8HbgZWF9oxG4W/AuCwNYdU7BbsvZvXlmzv6Ci+bPdH3lu6cu7f7NtSsv3pro0l26O78B8xmOTYqBWf9hlY6TIpwSRlVCYbQKxEwumk3/Fk/yZe+lclU+JOUWSSY3fx0pOce9cG3VI/s0iJnzWU/nnsyPFpr2zKWA38PboSWAE8CHzdzF4GjgQ+7+43V7VnO2/GjdF/2Fr6puXWzuK/n11dgyWP/f63Sqew/vhPdUXblraWvtsz2e9tPFK6WndjLFW0rW6SY+uC0u2RSe6Yp+uKdz7jpb+xVCZesj2ZrC/dnig+ntTVl377kplkEB4eKv73nM72ksdW9A/AZAot+bgzerrL048iKjRGbyAcV3OWEwZV860Brsv+/VwEvN3MUgXG3WqM0f9KGFz4nbs/ZGavAZ7dgePKOXWm5gSpNJno6Jje3pPLwKijuS5KQyxCe+8wbZntvFq/qOh54kE2gJFJjk4hyWVgxGKFMzAAGhaMycDIDA9DJkPQ0LBL39ecs/V5uPlc2P0geMu/kBkaYstXv0rd617H/NP+sqyXGhoaUvCi2nL/9jvxd9DMWLhwIR0dHZPvnLVDAQwzawP2AAaBl9x9l9dGcfeevOe3m9llZrbI3Tt39dwiIlWyBjjI3TNmVk+4Esne7r65khfVGC0is9hDwGoz2wt4FTgDOCt/B3cfuW1nZlcDPysSkJj2Mdrdfwz8OO/1C8COfHIr29SZ/Cy5lStX7mjXq8pSaTyvBkZ73hQSM2NJax2bO7fRbIN485Ki58llYCTSCaLZ+fljamAUCwo2tDG8fhNbPvQhhl98idTmzeBOdPFiYnuuZPHHP07TEUeU41udvYb74LqzwQI4/fsQrWPbt79JauMm9rjoIixS/rq5Cl5UW+7ff+cC+Tv7cyt6q9bM5pnZF8zsccJ5dd8CbgBeNrMfm9lxO3Wlieff3bK9NbMjsn3ZuivnFJHZy5hadftprpuRyAUP3H0IeKZSb4w1RovITFKpMdrdU8B5hFkM64Ab3P1JMzvXzM7dyW5O2xidY2bfza76NOaxI4cW2FZ06kypE7n7Fe6+xt3XLF68eEe7XlWWSpOJ5gcwhogExsKmMCCxpKWO9k1hfCfaslvR88SCcE59IpMYqYGRzK5CEjQ0kBkoko3VuIC+Z7ro//3/0LhmDYs++lEW/8MnaDrmGIbXPU3X9Tfs8vc4q7nDLX8PnX+C074LbatItrfTecW3afmLv5i1wZ8777yTfffdl7333puLLipYsgZ35+Mf/zh77703Bx10EI888sik57366qs577zzyt1d3J1//ud/Zp999mG//fbj61//OgDd3d2ccsopHHzwwRxwwAF897vfLXj8iy++yBve8AZWr17N6aefTiK7qs9Nt9zKAQccwDHHHMPWreFbx+eff54zzjijLP0ulYHxE8Lq9MeMr55vZocB7zOz17j7lYUONrMfAccSFmbaAJwPxADc/XLgNOAjZpYivGt4hnsl8y5FpNbVQFz9dXnF2Qx4bfa1Ae7u5Vw+T2O0iMwolRqj3f124PZx2y4vsu8HS5xqOsfonJ/lPa8nzJgoPW84VM6pMzUnSGVIN46dQrKoOU6QnQaypKWejS9vgTqIz19a9DyxSDaAkU4QDZoASGczMCLzWvHBQTyRwOLjprw1tJHqHcLqW9njK18ec4d4Q28Pg088Xpbvc9Z64HJ46hY44d/gteH9lM5vfANPpVjy2c9UuXOVkU6n+ehHP8pdd93F8uXLOfzwwzn11FPZf/+xqz7fcccdPPvsszz77LM88MADfOQjH+GBBx6oSp+vvvpqXnnlFZ5++mmCIKC9PZxCeemll7L//vtz22230dHRwb777svZZ59NfNz/k8997nN88pOf5IwzzuDcc8/lyh9cx4dOPJn/vPQy7r//fq677jquvfZaPvaxj/HFL36Rf/u3fytLv4sGMNz9hBJta4GSBSPc/cxJ2i8hXMJPRGSH1MAqJPtN14U0RovITKMxeiJ3vzH/dTZ4fPcOHFrOqTM1J0hn8PwaGL3DI8unAixuqSNpYey+cUHxAEauBkYYwMgW8cxlYLSEBSTTfX1EF4xbyaRhAam+FNGFCyakt9cfcCC9d91NurubyLxiC7jOYdtegLsvgNUnwps+BsDQn56h68abWPC+9xFfMTuLfT/44IPsvffevOY1rwHgjDPO4JZbbpkQwLjlllt4//vfj5nxxje+ka6uLjZt2sTSpWN/j7/73e9y4YUXsnTpUvbZZx/q6sJaXB0dHZx77rmsX78egIsvvpijjjqKjo4OzjrrLLZu3crhhx/OnXfeydq1a1m0qHiNmG9+85tce+21BNn/G0uWhNOxzIze3l7cnb6+PhYsWEA0OjZs4O78+te/5tprrwXgAx/4AOd/8Qt86MSTCQJjeHiYso7xiAAAIABJREFUgYEB6urquPfee1m6dCmrVxcspbbTJq2BYWaHFtjcDbycTesTEak4s5lfxNPdK7EEX0kao0VkJtAYvcNWA5MWonD3lJnlps5EgKtyU2ey7QUzUGaLIO0TAhh7zBsNYCxprSNhYammeYuXFz1PrgZGKpMinptCksvAaA0L7Ke7uwsEMNpIDwVEFk9cSaH+zw4EYOjJJ2l605t29lub3TIZuPXjEInBKRePDArt//7vBM3NLPrIzs76mpoLbnuSpzb2TL7jTth/j1bOP+WAou2vvvoqK/KCM8uXLy+YWVFov1dffXVMAGPTpk2cf/75rF27lnnz5nHcccdxyCHhIkmf+MQn+OQnP8nRRx/N+vXrOfHEE1m3bh0XXHABxx9/PP/0T//EnXfeyRVXXDHh2uM9//zzXH/99fz0pz9l8eLFfP3rX2f16tWcd955nHrqqeyxxx709vZy/fXXjwQ5crZu3cr8+fNHAhvLly9n46ZNAPzvz36GE088kT322IMf/OAHvOc97+G6666btD87akeKeF4GHArkUuwOzD5faGbnuvsvy9YbEZESbObf3asGjdEiMiNojJ7IzHoJa1dY9utm4HM7cmwZp87UnEgqg8dGP6Z09A7x+hWj2Q5LWuoZIlxVp23xHkXPM5KBkUnQkJ1+ks6uQhK0hAGMTG/vxAMbF5AajhCb3zyhqeHAMIAx+PgTCmCM98jV8NK9cMrXoTX8ufT97j76772XJZ/7HJH5O7a0Zi0qNMu2UHHKHdnvgQce4NhjjyVXs+b000/nmWeeAeDuu+/mqadGFyPq6emht7eX3/3ud/z0pz8F4KSTTqKtrW3SPg8PD1NfX8/DDz/MTTfdxIc+9CHuvffe/8/encdHVV6PH/+cmclKVgxqYgRFglYRkYKAsogKaFpRS9m0ZbMoKpWi31atKFjbWtRqtagUUMSfIihVUYtAFbFqQQSliiIGRNmVhIQtkGRmzu+POwkTMllIZrJx3r7uK5l779znmWBOZs59nvOwZMkSOnXqxLJly9i0aRP9+vWjV69eJAUte1vV67isz8VcPmgwAHPmzCE7O5sNGzbw8MMPk5qaymOPPUZ8fHy1/atMTRIY3wLXq+oXgY6dDfwWuB94BbA3x8aYelH1or3HrW+xGG2MaQQsRlekqokN3YemyOVTKFs1xE/ewWJaBU0hOTExhkNSQD6JpEZXvsx1cA2MqBjn/9ASnzOFpHT6h29fiARGXAreQy7ikioum+pOTiaqdWsOr/scvlsBJYFCoIknw0mV36Fv9vbvgqX3wul9oPMIAPzFxXz/lweIyswk9bprq7lA+FQ1UiJSMjMz2br1yMJB27ZtIyOjYnKtpudVtjKH3+9nxYoVxB21pG9typRlZmYyaJCzKNI111zD6NGjAWf6yp133omI0K5dO04//XS++uorLggqvpqWlkZBQQFerxePx8O2bdtIP/nk0t4AUFhYyJw5c1iyZAn9+/dn4cKFzJ07lxdeeIGxY8cec39L1eRvzVmlb4wBVPVL4PzSdamNMcZUTkRSRSQSheFKWYw2xphailSMFpGzAl87h9rC3V5z4/YpBEZg5B4oRtVJWpQ6MSmGNNnLXlfVd/TLL6PqfCD0BkZguMtGYFScaqDRKfiKXXgSoiscA4g7sy2HPloOsy+H53/mbE9d6Cwbmrvx2F5sc7H8L+A9BD99tGzqSO5TT1G8cRMnT74X19GFUpuZrl27kpOTw+bNmykuLmbevHkMHDiwwnkDBw7kueeeQ1VZuXIlycnJFepfdOvWjeXLl5OXl0dJSQkvv1y2EjP9+/dn2rQjJcrWrl0LQM+ePXnpJWd1nKVLl5Kfn192zqWXXsr27dsr9OXqq69m2bJlALz33nu0b98ecJZbfueddwD4/vvv2bBhQ1ltj1IiQt++fVmwYAHgjLS46idXOAcDyZQHH3yQCRMmEBUVxaFDhxARXC4XhZWt/lNDNRmBsUFEngJKJ64MBb4WkRigksWTjTEm/JrK8GQRWQ4MxImxa4HdIvKeqt4WgeYsRhtjGgWL0eXcDowF/hrimAKXhLGtZsfjPZLA+GH/YSCQwDiYC8UHOTHhZA7IXg5EnVDldYKXUXW7yicwXIHh8L69FRMYvmIXqOBu4a5wjC9eIzZ/Cfv2xeC9cAqeswLTSDb/Bz78GzzZDQb8GbrdeOwvvKnK2wSfPAddxsAJZwBweP168mbMJPmqq0jo1auBOxh5Ho+HadOmMWDAAHw+H2PGjOGcc5yRINOnOzO/xo0bR3Z2NosWLaJdu3bEx8eHXKI0PT2dKVOm0KNHD9LT0+ncuTM+n7Na8uOPP84tt9xCx44d8Xq99O7dm+nTpzN58mSGDx/O/Pnz6dOnD+np6SQmJuL3+9m4cSMtj67zAtx5551cd911PProoyQkJDBr1iwA7rnnHkaNGsW5556LqjJ16tSyYqDZ2dnMmjWLjIwMpk6dyrBhw5g0aRLnn38+Y0bcC7v2AMqOHTtYvXo1U6ZMAeD222+ne/fupKSk8Nprdas1XJMExijgZuA3OPP3PgD+D+eNcd86tW6MMTUkgKuRF4gLkqyq+0TkV8BsVZ0ctHRfuI3CYrQxpoFZjC5PVccGvlocrgW3TzlYsIuPHx3K4RIfT0UVcPFbO+HANgBS41rSQfazLrp3ldcprYFR4ishqnQVktIpJKUJjBAjMLwHnXM8cUcl5Q4VwD9/RVzbM2H1Hg5Fn09i627Osdbd4Mcj4Z+/gnf+AB2HQlzzrflQzrI/gicW+vwOAC0pYcfdd+NOTeWku+5s4M7Vn+zsbLKzsyvsHzfuSPFSEeGJJ56o9lqjR48um9IRLC0tjfnz51fYn5yczJIlS/B4PKxYsYJ3332XmJgY1q1bx6BBgypMOQFISUnhX//6V4X9GRkZLF0aegbyokVHyvK0bduWVatWlT3WA3s4DKDONd5888gq0oMHD2bw4MFVveQaqzaBoaqHRORJnKWZNhx1+EBYemGMMTXQVO7uAR4RSQeGAHdHsiGL0caYxsJi9BEi8rOqjqvqK5Fot7lw+yHBt5usvVs5RBy+qGjk1K6QeSNExyM7PiXvq1VI+0pXFAeOTCEp8ZccmUISWIVEYmMhKgp/iBoY3sCoD0+Mr/yBjW+Dv4TY6/4MC27m8OfrSLz44iPHE06E/vfDP3rDJ3Pgogm1/Ak0ITs+hS9egd6/dV4/kPfMbIq+XM8pjz/WrAt3NiZbtmxhyJAh+P1+oqOjmTlzJgAdOnTgkUceqZ9OlCWxI/u3oCbLqA4EHgKigdNFpBPwB1WtOKnHGGMiRZrU3b0/4Cx994GqfiwibYGcSDRkMdoY0yhYjD7alYGvJwIXAssCj/sCy3GKLJsQ/H4/UT4QF+R0uouuV48Ped4pV8Ep1VyrXA2M0hEYgSkkIoI7MTHkCAxfXh4AnujD5Q9sWAQtWuHK6knMGW05vG5dxUbTz4PTesFH/4DuNztLijZXqvD2fRDXEi78NQBFmzaRO20aiQMGkNS/fwN38PiRlZXFp59+2sC9CPwRqEVB0WNRkyKek4ELgAKnP7oWOC2CfTLGmAoErfVW31T1ZVXtqKo3Bx5/o6qDItScxWhjTIOzGF2hjdGqOhrnVuTZqjoo0MZxvExFzXhLnKSBuBRXdMVh78ciuAbGkREY/rLj7sRE/PtCTCHJzXWOew4F7SyGnLeh/QBwuYk9pwOH1q0LvfrDhb+Gfdvhi1fr1P9GL2cpfPMu9P4/iE1GfT523j0JV3w8J98zqaF7Z+pb6copEQ7rNamB4VXVvZUt5WKMMfWlqYQhEZlNiPCtqmMi0JzFaGNMo9BUwlA9x+jTVHVn0OPvgfYRaKfZKD7sJA3EBe6YFnW6VvkRGM7/oCX+I//0ruTkkMuoenPzEI/g8hUc2bnlv1C0F878CQCx53Zg72uv4d25k6ijl8Fs1w/SzoT//h3OHdx0fjmOhbcYlvweTmgHXZ0lMfOff55Da9eS8eBUPIGij+Y4Uvb/ecOPwFgnItcCbhHJEpG/A/+NaK+MMaZpexP4V2B7B0gicvUoLEYbY8yxqc8YvVxElojIKBEZGWjz3Qi11SyUFDtLLIpL8YRpBEaJv8SZMuISfP7yIzBCFvHMy8WT4EEOByUwvlrkFKpsezEA8V26ALA3RBFEXC7ocQvs+gy+fb9Or6HR+ngm5G2EAQ+AJ5ri777jh789RkKfPiRdeWX1zzfNkJPACDkqKYxqksD4Nc5wtyLgRWAfTrV7Y4ypVy7RWm31TVX/GbS9gFMorkOEmrMYbYxpFCxGh2xrPPAP4DygEzBDVX8dibaai5IiZwSGy6V4YuLrdK3gERgAHpeUFfEEcCUl4g+1jGpuHp7EOCjMd3aowoa3oG1fiHb6FHvmmbTo1Ys9s57GdyBE/qvjUGjRCj58rE6voVE6mAvLp0K7y6B9f9TnY8ddv0c8Hk6+bwo2KvQ4VU//7tUmMFS1UFXvVtWuqtol8P3h6p5njDHhJlK7rRHIAlpH4sIWo40xjYXF6NBU9RVVnRjYmnlRhLrzFhcBTkKsrgkMl7jwiIcSfwkQSGAETSFxJyXj2x9qCkku7uQWcCiQwPj+C9i7Bc4qv0Rmq1tvxbd3L3vmzKnYeFQsdBvnrFyy6/M6vY5GZ9n9UHIQBvwZgD2zZ3Pok084+Z5JRJ18cgN3ruEsXryYM888k3bt2vGXv/wl5Dmqyq233kq7du3o2LEjn3zySbXXffbZZxk/PnQx27pYtmwZnTt3pkOHDowcORKv1wvA8uXLSU5OplOnTnTq1Ik//OEPIZ+/efNmunXrRlZWFkOHDqW4xPk9e+XNf3HOOefQq1cv8gIFcTdt2sSwYcPC0u9KExgi8oaIvF7ZFpbWjTGmhoTI3d0TkctFZIOIbBSRCguWi8hVIvKZiKwVkdUi0rOa6+0XkX2lX4E3gDtq+9oracNitDGm0YhkjA57X+shRge11V1EPhaRAyJSLCK+QJumEmUjMNwQHVe3GhgAUe6oIyMw3K7yRTyTnCKeRw959+bl4UlNcj6kr3kW3psKCLS/vNx5ced2IOGyS9nz7Bx8e/dWbLzr9RCd0LxGYWxfA2vmwAU3QqszObzha3Y/9jiJ/fod11NHfD4ft9xyC2+99RZffvklL774Il9++WWF89566y1ycnLIyclhxowZ3HTTTQ3QW2e1n5EjRzJv3jzWrVtHmzZtmBOUiOvVqxdr165l7dq13HvvvSGvcccddzBx4kRycnJITU3l6WefA+Bv/5jJypUrGTFiBHPnzgVg0qRJ3H///WHpe1UjMB4G/gpsBg4BMwPbASDEmkHGGBNZUsutymuKuIEngCuAs4HhInL2Uae9A5ynqp2AMcCsqq6pqomqmhT0tb2q/rPmr7RGLEYbYxqVSMToSKinGF1qGjAcZ5nWOOBXwN8j1FazUFIcSGCIEh1b9wRGtDu6LIER5ZbyRTwTk9CSErSoqGyf+nz48vPxnBgYSfDGBFj/OmT1g4QTK1y/1a9/jX//fnKn/wNvfj4auIsNQFwq/HgUrHsF8r+r82tpcH4//Ov/nJ/DxXfiP3yYHb/7Ha6kpON+6siqVato164dbdu2JTo6mmHDhrFw4cIK5y1cuJARI0YgInTv3p2CggJ27txZ4bzZs2fTvn17+vTpw4cffli2f/fu3QwaNIiuXbvStWvXsmO7d++mX79+dO7cmRtvvJE2bdqQG1hNJ5S8vDxiYmJo396pKdyvXz/++c+ah0FVZdmyZfz85z8HYOTIkSx8/U0AXC6hqKiIwsJCoqKieP/990lPTycrK6vG169KpauQqOp7ACJyv6r2Djr0hoj8JyytG2NMTUVuqPEFwEZV/QZAROYBVwFlaXNVDZ7c2oJKyiuLyFmq+pWIdA51XFWrHydYQxajjTGNSuOZDlKp+ozRR113o4i4VdUHzBYRK7RcBW+RMwvS7VKiY+s2hQQg2hVdNoXE7RJ8vuApJIkA+PbuwxUb63y/Zw/4/bjP7gX9J0JUHMSmQExiyOvHnnkmSdlXsGf2bPbMng2ARDnFQxHBk9aSaH8qMdtvIvXemURnnlLn19RgPn0OdnwCP5sJsUl8f+9kijZsIHP6U3hatmzo3h3x1p3hn7Zz8rlwRehpIQDbt2/n1FNPLXucmZnJRx99VKPztm/fTnp6etm+nTt3MnnyZNasWUNycjJ9+/bl/PPPB2DChAlMnDiRnj17smXLFgYMGMD69eu57777uOSSS7jrrrtYvHgxM2bMqPLlpKWlUVJSwurVq+nSpQsLFixg69atZcdXrFjBeeedR0ZGBg8//DDnnFN+Bei8vDxSUlLweDxHXseOHQBMmvgbBgwYQEZGBs8//zxDhgxh3rx5VfbnWNRkGdVWItI26M396UCrsPXAGGMiL01EVgc9nqGqpZH9FGBr0LFtQLejLyAi1wAPACcCP6mknduBsTgjI46mwCXH2O+asBhtjDE10xAxulBEooG1IvIgsBMnEW4q4Ss+jAtwCcTGJ9T5elGuoCkkLhclwauQJCUB4N+/D05yRld4A3P2PWmtoNWZNWoj/U9/IuGSS/Hl5+MrKECLnfbU78O763uKPztI/gffkH/F5aSOGEHajTeWtd1kFO6Bt6dAm4vg3MHsfeMNCl56iRPG/orEiy9u6N41uFArb4QakVKT8z766CMuvvhiWrVy3s4NHTqUr7/+GoC333673NSUffv2sX//fj744ANefdUpsXP55ZeTmppaZX9FhHnz5jFx4kSKioro379/WTKic+fOfPfddyQkJLBo0SKuvvpqcnJyavw6LuvVkyuGXwfAnDlzyM7OZsOGDTz88MOkpqby2GOPER9f++RkTRIYE3GWgPom8Pg04IZat2iMMbVQOr+6lnJVtUsVlz5ahYYChddeFZHewP3AZSHOGRv42re2Ha0Fi9HGmAZXxxhdLxooRv8SZ8r2eJx4fSowqB7bb3K8RUVEAx63EhtX9wRGtDuaYv+RKSTlViFJdJIIvn1HCnl6cwMJjFZpNW7DFRdH8k8ru7cB5H9HyVNXsfs/+ex55hkKXn6Zlr8cQcsRv8SdnHwsL6fhvDcVDu+F7Ico+uYbdk6eQlyXH9NqwoSG7llFVYyUiJTMzMxyIxi2bdtGRkZGrc+rbDqO3+9nxYoVxMWVX2K4NkuX9ujRg/ffd5b5Xbp0aVmSJCkouZadnc3NN99Mbm4uaWlHfifS0tIoKCjA6/Xi8XiOeh1OXwoLC5kzZw5Lliyhf//+LFy4kLlz5/LCCy8wduzYY+5vqZqsQrIYpzrzhMB2pqourXWLxhhTSxGqcL8N5w1lqUxgR2Unq+p/gDNEpMI7GxH5WVVbLV5ytSxGG2Mai8a+Ckl9x+hAjaU/qephVd2nqvep6m2qujHcbTUn3hKnHoUiuNzuOl8vyh1FiS9oCok/xBSSfUcKcHpzdwPgOeGEOrddJrUNUf/3IRnjf8bp/X8gPu0wuU88wcZLLmX343/Hf/Bg+NqKhLxN8PEs6DwSf+LpbP/Nb3DFxnLKX/+KeGpyP7z569q1Kzk5OWzevJni4mLmzZvHwIEDK5w3cOBAnnvuOVSVlStXkpycXG76CEC3bt1Yvnw5eXl5lJSU8PLLL5cd69+/P9OmTSt7vHbtWgB69uzJSy+9BDjJiPz8/LJzLr30UrZv316hLz/88AMARUVFTJ06lXHjxgGwa9eusoTIqlWr8Pv9nHDU74OI0LdvXxYsWAA4Iy2uuvKnTjY78Cv24IMPMmHCBKKiojh06BAigsvlorCwsPofaBUq/T9ORHqq6gcAqloE/O+o40lAa1W1YnHGmHrhCl16oq4+BrICUy+2A8OAa4NPEJF2wCZV1cDc6WggL8S1SstvnwhcCCwLPO4LLAdeCVenLUYbYxqbCMXocKq3GA2gqj4RaSUi0apaHM5rN2e+YqcGhoYheQFODYwjIzBclAStQuIqm0JyZASGLzCFxH1CzUdg1KwjLeCnjxKbNYBTXxnL4fNiyM09m9wnnyT/5ZdodeutpAwahLiqvb9c/96eAu4YtM+d7LrvDxRt3MSps2YSddJJDd2zRsPj8TBt2jQGDBiAz+djzJgxZXUjpk+fDsC4cePIzs5m0aJFtGvXjvj4eGYH6qYES09PZ8qUKfTo0YP09HQ6d+6Mz+cD4PHHH+eWW26hY8eOeL1eevfuzfTp05k8eTLDhw9n/vz59OnTh/T0dBITE/H7/WzcuJGWIWqUPPTQQ7z55pv4/X5uuukmLrnEmUW3YMECnnrqKTweD3FxccybN69sREh2djazZs0iIyODqVOnMmzYMCZNmsT555/P9aNHod9tBZQdO3awevVqpkyZAsDtt99O9+7dSUlJ4bXXXqvbz7qKY4MCc/UWA2uA3UAs0A4n0LfBmUtojDH1IhJ36lTVKyLjgSWAG3hGVb8QkXGB49NxhvuOEJESnBU/hmqIsXqqOtrpp7wJnK2qOwOP03FWOgkni9HGmEalsRfxrOcYXepb4MPA8tZlt9lV9ZEItdfk+QP1I/wSpgSGO7psBIbHLXjLjcAonUJyZGVbb24eEhuLq0XdC4iGdObl8Ku3iZ07lMz4xRT+6ff8sGAVu+65lwPL3+OUB6fiatGIyqRsWemswtL3bvb++0P2LlxI2i23kHDRRQ3ds0YnOzub7OzsCvtLRzaAM3LhiSeqDzejR49m9OjRFfanpaUxf/78CvuTk5NZsmQJHo+HFStW8O677xITE8O6desYNGhQhSkn4CQwHnrooQr7x48fz/jx40P2a9GiRWXft23bllWrVh056C3iMIBCRkYGb775ZtmhwYMHM3jw4Cpecc1VtQrJRBFJBX4ODAbScd64rwf+UXrnzxhj6oOgSITmV6vqImDRUfumB30/FZh6DJc8rfSNccD3QPs6dfIoFqONMY1JJGN0BEQ8RgfZEdhcQOhlLEw5vuLAFBJ3eKYmBI/AcLtc5RMYic4/SfAIDG9uLp60tMguCdrqTBi7DOZdR/y6+2jzu2nkf34F3//lL3x73S849ckniApRF6He+f2wdBIknMzhEwaw69aRxPfoTtrNNzV0z8xRtmzZwpAhQ/D7/URHRzNz5kwAOnTowCOP1Ge+VKlksb6wqTIyqGo+MDOwGWNMwxGnInkTsVxElgAv4kTxYcC74W7EYrQxptGwGB2Sqt4Xies2Z6UJDFxRYbmex+3hQImzGnqUS/AGTSGR6GgkLg7f3iMjMHx5ueGtf1GZ+Jbwi3/CvOHIwltoeeXfiP7HdLZPvI3NQ4bS+pmniW0fqbxaDX08E7Z9jP+Kx9hx1yRciYmc8tBDSJim95jwycrK4tNPP23gXjh/BGpRT/SYNMJJVsYY07Sp6njgH8B5QCecZVt/3bC9MsYYAxajGzt/aRFPd3gSGMEjMDxHrUICzigM3/7yU0jcaWGuf1Fp5+Jh+Hxodxm8MYGEkvc4be4LiMvFlhEjObx+ff30I5TcjfDvydCuHz8s2UpRzkYyHngAT339bEzTU5bEbsARGMYY05g0oeHJqOorhLkgnDHGNGYWo004+AI1MHDHhOV65WpguFwUer3ljruSEvEHL6Oal0fc+eeHpe0aiYqFYS/AmxPhPw8Rc/oq2vzjb3x38+18N2o0rWfNJO7cc+uvPwA+L7x6I3hi2J86nPy5k2g5ahQJvXrWbz9MEyPlViGJlGpHYIhIhegRap8xxkSS4ASs2mz13leR7iLysYgcEJFiEfGJyL7qn1mrtixGG2ManMXoStuqUOkw1D5zhJY4yYZwjsAo8Ycu4gngTkwqG4GhXi++PXvqZwpJME8MXP0kDJwGWz8ietFw2ky9DXdiIluu/1X9j8T48FHYvpqSC+5h5/0PE/OjH9Hqton12wfTBJUOwYhsBqMmfzdW1HCfMcZElIjWamsA04DhQA4QB/wK+HuE2rIYbYxpFCxGhxTqupFqq1nwlzgjMMQTG5brRbujKfYFppC4QkwhSUrCH6iB4cvPB1XcafWcwCjV+Zdw/b/BE0v0WyNoc2tfXC3i2TLmeoo2bqyfPmx6F979M/4zr2bbE4tRr5dT/vpXXNHR9dO+abrqqQ5SpQkMETlZRH4MxInI+SLSObBdDERoXSFjjKlcU7m7B6CqGwG3qvpUdTbO0qZhYzHaGNPYWIw+QkR6iMjtQCsRuS1om4KzZLepROkyqngqLvtYG1GuqCM1MFwuvH5/ueOupCR8gVVIinJyAIhu3SYsbddKeke48T04K5uoT6bS5uep4BK+Gz2aQ599Ftm287+FBaPRE9qz65NWHP7iCzIefJCYtqdHtt1mYsyYMZx44ol06NCh0nNUlVtvvZV27drRsWNHPvnkk2qv++yzz1a6rGldqCp333037du350c/+hGPP/44AHv37uXKK6/kvPPO45xzzmH27Nkhn79582a6detGVlYWQ4cOpbjYGen06qLFnHPOOfTq1Yu8vDwANm3axLBhw8LS76r+bgwAHgYygUeAvwa2icDvw9K6McYcgyZ0d69QRKKBtSLyoIhMBMK9qLvFaGNMo2IxupxoIAGn3lxi0LYPZ/lrU4nSKSQSHZ4RGFHuqCMjMCop4unf54zAOPTZ5wDEnVv5B9B6EZsMQ/4fDHiA6D3v06bP91B8mG+HDGXLDTdQGInVJooLYf4vQP3ke4ax941/kTZ+PImXhDW316yNGjWKxYsXV3nOW2+9RU5ODjk5OcyYMYObbmq4JWmfffZZtm7dyldffcX69evLEgxPPPEEZ599Nv/73/9Yvnw5t99+O8WlicUgd9xxBxMnTiQnJ4fU1FSefvoZAP729DOsXLmSESNGMHfuXAAmTZrE/fffH5Z+V5rAUNU5qtoXGKWqfYO2qwKFj4wxpt5IHbYG8Euc+DoeOAicCgwKZwMWo40xjYltOmaBAAAgAElEQVTF6PJU9b3AEqrdVfW+oO0RVc0JZ1vNTWkCwxUVnsGE0a7gIp4Va2C4kp0RGOr3c+jzz4k+7TTcyclhabtORKDHzXDDe8ScejJnXJpDq8vbcfjzz/lu+LVsvWU8Rd9sDk9bhXvghcGwax0HTrud7x+fRcKll5J2c8N9uG6KevfuTcuWLas8Z+HChYwYMQIRoXv37hQUFLBz584K582ePZv27dvTp08fPvzww7L9u3fvZtCgQXTt2pWuXbuWHdu9ezf9+vWjc+fO3HjjjbRp04bc3Nwq+/LUU09x77334nI5KYETTzwRABFh//79qCoHDhygZcuWeDzl1/5QVZYtW8bPf+7kY0eOHMlrCxcGltQWioqKKCwsJCoqivfff5/09HSysrKq+QnWTE1WIflQRJ4GMlT1ChE5G+ihqk+HpQfGGNOMiIgb+JOq/gI4DNwX4SYtRhtjTA01QIyOEZEZwGkEve9W1Usi3G6TpSUleF1AdHgGxUS7o/GqF7/68bhdeH3lp5C4E5PA78d/8CCHPvsfCRdeGJZ2w+aks2HsO7jf/RNpHz5Oy0Ft2OMbRN5Li/lm4EBShw2j1YRbcScm1u76uzfA3KGwbweHu9zP9slziGnfnlMenIq4GmqSV91MXTWVr/Z8FdZrntXyLO644I46X2f79u2ceuqpZY8zMzPZvn076enpZft27tzJ5MmTWbNmDcnJyfTt25fzAyvjTJgwgYkTJ9KzZ0+2bNnCgAEDWL9+Pffddx+XXHIJd911F4sXL2bGjBnV9mXTpk3Mnz+fV199lVatWvH444+TlZXF+PHjGThwIBkZGezfv5/58+eXJTlK5eXlkZKSUpbYyMzMZPuOHQhw963jGTBgABkZGTz//PMMGTKEefPm1flnV6om/1fOBpYAGYHHXwO/CVsPjDGmhlyitdrqk6r6cOY811e1K4vRxphGwWJ0SC8DnwKTgN8GbaYSWlKCz03YamBEu51/6hJ/CVFuoeToVUiSnA/+RTk5+HbnEntux7C0G1aeGOj3Bxi9CJfHT9rhJzjjngGk/Owa8l94gW+yf8K+xUtQPcbfp68WwazLoPgA3qvmsu3Rhbji4zn1qSdxtQj3rCoDhPw3Eik/Fu2jjz7i4osvplWrVkRHRzN06NCyY2+//Tbjx4+nU6dODBw4kH379rF//34++OCDsikgl19+OampqdX2paioiNjYWFavXs3YsWMZM2YMAEuWLKFTp07s2LGDtWvXMn78ePbtK79QU1Wv47KLLmLNmjW88cYbvPbaa2RnZ7NhwwZ+/vOfM3bsWAoLC6vtW1VqMgIjTVVfEpG7Ap31ioivTq0aY0wtNNBQ49r4FmdkxOs4w5MBUNVHItCWxWhjTKNgMTokr6o+FYHrNltaXOyMwIgKXxFPgGJfMW6X4Dt6CkliEgAHP3CG4sd1PDcs7UZEmwth3Iew+E48a6eRfsp5pPzjQXb+7Rm2/+Y3tLjoIk783e+IPbN91dfxeWHZH+DDxyD9PIou+DNb/+9+vHl5tPl/zxEVNBqgKQrHSIlIyczMZOvWrWWPt23bRkZGRoXzjk5qlPL7/axYsYK4uPK/H8ecvAr0ZdAgZ/bcNddcw+jRowFn+sqdd96JiNCuXTtOP/10vvrqKy644IKy56alpVFQUIDX68Xj8Rz1Opy+FBYWMmfOHJYsWUL//v1ZuHAhc+fO5YUXXmDs2LHH3N9SNRmBcVBETijtiYh0B/bWukVjjKkFqeWdvfq+uxewA3gTJ8YGF2+LBIvRxpgGZzG6Um+IyM0iki4iLUu3CLXVLPiLi/G5QSKQwPC4XJQcPYUk2UlgHPjwA4iKIuass8LSbsTEJsHVT8LQ52HvNuL+cz2n334ZJ915B4c+/5zN11zDznvuwRtY/aGCHZ/C7Cuc5EWX6zlw5hS+HTsR/8GDtH7mGeLObcQJnGZg4MCBPPfcc6gqK1euJDk5udz0EYBu3bqxfPly8vLyKCkp4eWXXy471r9/f6ZNm1b2eO3atQD07NmTl156CYClS5eSn59fds6ll17K9u3bK/Tl6quvZtmyZQC89957tG/vJL5at27NO++8A8D333/Phg0baNu2bbnnigh9+/ZlwYIFAMyZM4errroKgNJcyoMPPsiECROIiori0KFDiAgul6teRmDcBrwOnCEiHwKtsOrJxpgGUEkyutEJFG6rLxajjTGNgsXokEYGvgZPG1GgbYhzyxGRy4HHcJZdnaWqfznq+FXA/YAf8AK/UdUPwtHpBlVSgs8FnujITCE5ehUSV6B2xOHP1xF7zjm4outrdlEd/ehKyLwAXv818u+7aNn2YpKf/B25L7/NnldfZd9bizhx1EBSLuvm1LJQP3zxCnw2H+LT0GtmkrdqL7sf/TUxWVmc+uQTRJ1ySkO/qiZt+PDhLF++nNzcXDIzM7nvvvu4/vrrmT59OgDjxo0jOzubRYsW0a5dO+Lj40MuUZqens6UKVPo0aMH6enpdO7cGZ/PGVz7+OOPc8stt9CxY0e8Xi+9e/dm+vTpTJ48meHDhzN//nz69OlDeno6iYmJ+P1+Nm7cGLK46J133sl1113Ho48+SkJCArNmzQLgnnvuYdSoUZx77rmoKlOnTiUtLQ2A7OxsZs2aRUZGBlOnTmXYsGFMmjSJ888/n+uvvx42fw3Ajh07WL16NVOmTAHg9ttvp3v37qSkpPDaa6/V6edcbQJDVT8RkT7AmTijAzeoakmdWjXGmFpoIu+N65XFaGNMYxGpGN2UP8ir6um1eV6g2OgTQD9gG/CxiLyuql8GnfYO8Lqqqoh0BF4CGvnwgeppSQl+N7jCNAKjNIHhTCFxVZhC4k5yRmDg9ze90QeJJ8G182HNs7Dk97i/Wc5JcZDSz8Ou1cnsmjaPvfPnkHFBAdGJPvDEQs/b8HW8nh2T/8yBd98l8YrLyfjjH63mRRi8+OKLIfePGzeu7HsR4Yknnqj2WqNHjy6b0hEsLS2N+fPnV9ifnJzMkiVL8Hg8rFixgnfffZeYmBjWrVvHoEGDKkw5AUhJSeFf//pXhf0ZGRksXbo0ZL8WLVpU9n3btm1ZtWpVueNFACgZGRm8+eabZfsHDx7M4MGDK3m1x6baBIaIDAYWq+oXIjIJ6Cwif1TVT8LSA2OMqaEGGmrcqFmMNsY0FpGI0U39g7yIxOOMlGutqjeISBZwpqq+Wc1TLwA2quo3gevMA64Cyl63qh4IOr8FpRPPmzgp8eJzKa6YMK1C4jq6iOdRU0hKExhA3HmNsIBndUSgy2g46ydQ4NRWiAFa+/3sXfIfvp8+l2/eSeKkm35BwoCfULDoXQruuxZvQQEnTZpE6nXXVlpvwTQdW7ZsYciQIfj9fqKjo5k5cyYAHTp04JFHIlHepwoRjkQ1mUJyj6q+LCI9gQHAw8BTQLeI9swYY5ooEblIVT+sbl+YWIw2xjRnYf8gX88xejawBihdm3Mbzsok1SUwTgG2Bj3eRoi4LiLXAA8AJwI/CXUhEbkBuAGcue2NnteH3x2+KSRR7uAaGB5UwedX3C7nQ7srIaHs3Ea5AklNJZzobAECpIztSoufXsuOu37Prkefhr89A6q0uOgiMifcSlzHJvx6TTlZWVl8+umnDd2NelGTIp6l1ex/AjylqguBJjI5zBjTXEgdtgbw9xruCweL0caYBlfHGJ0mIquDthuCLh3qg3yFifoico2IfAX8CxhTTXfrM0afoaoPAiUAqnqImv1pCnVOhcSMqr6qqmcBV+NMo6n4JNUZqtpFVbu0atWq5j1vIK5AAsMdEx+W65WOwCj2F+NxOz9Wb9AoDHG7cSUk4EpMJPq0NmFpszGJSk+n9TNPc/KUKZwwdixt31pE66dnWfLCREY9vPGuyQiM7SLyD+AyYKqIxFCzxIcxxoRVY59CIiI9cO6ytRKR24IOJeHM3Y4Ei9HGmEahDjE6V1W7VHKsxh/kgVdFpDfOB/nLKlyoYWJ0sYjEcWSlqDMonSZetW3AqUGPM3FWTwlJVf8jImeISJqq5talww1NvH78LoiKDU8Co/wIDGe0hdenxAR9CnInJRHVprVT7LIZEpeL1GFDG7ob5rggR5YhiZBKExgicrqqbgaGAJcDD6tqgYikU76SsjHG1IsmMEMzGkjAia3BS/LtI8wrg1iMNsY0NhGK0eH8IF9vMTrIZGAxcKqIvABcBIyqwfM+BrJE5HRgOzAMuDb4BBFpB2wK1P7ojPP6Klk7s+lw+XyBBEaYa2D4SvC4nQSF96hCnifdMwlPWuMfnWKMqXoExgLgx8Abqnpp6U5V3QnsjHTHjDHmaNLIR2Co6nvAeyLyrKp+F+HmLEYbYxqVCMXosH2Qr+cYXdrmv0XkE6A7To5nQk1GSKiqV0TGA0twRoc8EyjWPC5wfDowCBghIiXAIWCoaoRvfdYDl09RtxIdphEYZauQ+IvxBOpeeH3lC3km9u0blraMMUS8iGdV46RcIjIZaC8itx29RbZbxhhTnuAErNpsDSBGRGaIyFIRWVa6hbkNi9HGmEYjUjFaVb1A6Qf59cBLpR/kSz/M43yQXycia3FWLKnug3x9xOhgp+AkIaKB3iLys5o8SVUXqWp7VT1DVf8U2Dc9kLxAVaeq6jmq2klVezSWpWPryuX1oy6IDtMIjCiXM4WkxF8SVAOjyed5TCM0ZswYTjzxRDp06FDpOarKrbfeSrt27ejYsSOffFL9onHPPvss48ePD2dXAVi2bBmdO3emQ4cOjBw5Eq/XC8Dy5ctJTk6mU6dOdOrUiT/84Q8hn79582a6detGVlYWQ4cOpbi4GBF4dckSzjnnHHr16kVenpNL3rRpE8OGDQtLv6v6uzEMOMyRYXZHb8YYU3/EubtXm60BvAx8CkzCmc5RuoWTxWhjTOMRwRgdgQ/y9RGjARCRZ4BncJIsVwa2n0airebC7VcngRGXUP3JNVA2AsMXNALDEhgmAkaNGsXixYurPOett94iJyeHnJwcZsyYwU033VRPvSvP7/czcuRI5s2bx7p162jTpg1z5swpO96rVy/Wrl3L2rVruffee0Ne44477mDixInk5OSQmprK008/DcBjs+ewcuVKRowYwdy5cwGYNGkS998fss7wMatqCsnlqjpVRGJUNXTaxRhjTCheVX0qwm1YjDbGmNqpjxhdqruqnl1PbTULLp+iLiU2LsxTSHzFeAJFOo+eQmJMOPTu3Ztvv/22ynMWLlzIiBEjEBG6d+9OQUEBO3fuJD09vdx5s2fP5oEHHiA9PZ327dsTExMDwO7duxk3bhxbtmwB4G9/+xsXXXQRu3fv5tprryUvL4+uXbuyePFi1qxZQ1paWsh+5OXlERMTQ/v27QHo168fDzzwANdff32NXquqsmzZsrIExciRI5kyZQrXX9oLcQlFRUUUFhYSExPD+++/T3p6OllZWTW6dnWqSmCMBh7DWZbJ3hwbYxpcE6oN/oaI3Ay8SlC1eVXdE8Y2LEYbYxoVi9EhrRCRs1X1ywhcu1ly+wIjMKJjw3K94CkkMYEpJCU+G4HRnO36858pWv9VWK8Z86OzOPn3v6/zdbZv386ppx6pS5yZmcn27dvLJTB27tzJ5MmTWbNmDcnJyfTt25fzzz8fgAkTJjBx4kR69uzJli1bGDBgAOvXr+e+++7jkksu4a677mLx4sXMmDGjyn6kpaVRUlLC6tWr6dKlCwsWLGDr1iMrVq9YsYLzzjuPjIwMHn74Yc4555xyz8/LyyMlJQWPx1PudSDC3TffzIABA8jIyOD5559nyJAhzJs3r84/u1JVJTDWi8i3OEtNfRa0XwBVVVs82BhTb4QGmw5SGyMDX4OHJCvQNoxtWIw2xjQaFqMrNQcnibELJ1liMboabh+oW8K2pGnpKiTFvmJaBK7psykkpoGEKs8jUn4Np48++oiLL76YVq2clXGGDh3K119/DcDbb7/Nl18eyYfu27eP/fv388EHH/Dqq68CcPnll5OamlplP0SEefPmMXHiRIqKiujfv39ZMqJz58589913JCQksGjRIq6++mpycnJq/DouvehCfnL9rwCYM2cO2dnZbNiwgYcffpjU1FQee+wx4uNrP8Kq0gSGqg4XkZNxiiYNrHULxhgTJk3l7p6qnl4PbViMNsY0KhajQ3oG+CXwOWDzFmrA7VP8YfyfqXQKSXARzxKbQtKshWOkRKRkZmaWG+mwbds2MjIyKpx3dFKjlN/vZ8WKFcTFxZXbX5sFiHr06MH7778PwNKlS8uSJElJSWXnZGdnc/PNN5Obm1tuOkpaWhoFBQV4vV48Hk/51xHoS2FhIXPmzGHJkiX079+fhQsXMnfuXF544QXGjh17zP0tVWV4UNVdQDecgnAJwPeq+l19LT1ljDHBmkoRTxGJF5FJIjIj8DhLRMJetM1itDGmMbEYHdIWVX1dVTeXxmeL0VXz+EBdoT+81UZpAuOQ9xBxUW7n+xJf2K5vzLEYOHAgzz33HKrKypUrSU5OrlD/olu3bixfvpy8vDxKSkp4+eWXy47179+fadOmlT1eu3YtAD179uSll14CnGREfn5+2TmXXnqpM73jKD/88AMARUVFTJ06lXHjnIWddu3aVZYQWbVqFX6/nxNOOKHcc0WEvn37smDBAsAZaXHVVVc5Y8wCHnzwQSZMmEBUVBSHDh1CRHC5XBQWFh7bD+0olSYwRMQjIg8CW3GGvz0PbBWRB0Ukqk6tGmNMLUgttwYwGygGLgw83gb8MZwNWIw2xjQ2FqND+kpE5orIcBH5WekWobaaBbc/vAkMj8tDYnQi+YfzSY13khn5B4vDdn1jSg0fPpwePXqwYcMGMjMzy1blmD59OtOnTwecEQ1t27alXbt2jB07lieffLLCddLT05kyZQo9evTgsssuo3PnzmXHHn/8cVavXk3Hjh05++yzy647efJkli5dSufOnXnrrbdIT08nMTERv9/Pxo0badmyZYV2HnroIX70ox/RsWNHrrzySi655BIAFixYQIcOHTjvvPO49dZbmTdvXtmIkOzsbHbs2AHA1KlTeeSRR2jXrh15eXmBAqDOeTt27GD16tVOUgO4/fbb6d69O3PmzOHaa6+t08+5qhoYD+Hc1WurqvsBRCQJeDiwTahTy8YYcwwEcDWd+dVnqOpQERkOoKqHpLKxgLVnMdoY02hYjK5UHE7ti/5B+xR4JULtNXkeH/jd4Z2Q1DK2JQVFBaTEO/n9gsKSsF7fGIAXX3wx5P7SkQ3gjFx44oknqr3W6NGjGT16dIX9aWlpzJ8/v8L+5ORklixZgsfjYcWKFbz77rvExMSwbt06Bg0aVGHKCTgJjIceeqjC/vHjxzN+/PiQ/Vq0aFHZ923btmXVqlXljpemBjMyMnjzzTfL9g8ePJjBgweHvOaxqiqB8VOgvQZNqFHVfSJyE/AV1bw5Dqx7/VPgB1XtEOK44FTQzwYKgVGq+smxvwRjjGl0ikUkDudNKiJyBkGV7sPEYrQxxtROfcRoAFS14icQUym/34/HDxqmAp6lUmNSnREYLQIjMAptBIZpXrZs2cKQIUPw+/1ER0czc+ZMADp06MAjjzxSfx0RApE1cqpKYGjwG+OgnT6p2YTFZ4FpwHOVHL8CyAps3YCnAl+NMSakiN0fC7/JwGLgVBF5AbgIGBXmNixGG2MaFYvRFYlIK2AscBpB77tVdUwk2mvqvEWHAdAwj8BIiU1hx4EdtIh2E+UW8m0EhmlmsrKy+PTTTxu6G/WiqgTGlyIyQlXLvbkVkV/g3N2rkqr+R0ROq+KUq4DnAm/AV4pIioikq+rOGvTbGHMcckU6pRsmqvpvEfkE6I6Ti56gqrlhbsZitDGmUbEYHdJC4H3gbcAqR1ajuNgp7qcud1iv2zK2JV/kfoGIkBofbTUwjIkUESK94FJVCYxbgFdEZAywBmcwSFecuXzXhKHtU3CKz5XaFthX4c2xiNwA3ABwautTw9C0MaapEWlSd/fAiWdunDjbW0RQ1XDOebYYbYxpNCxGVypeVe+IwHWbpZKiwOoEnvAmMFJiUsgvykdVnQSGTSFpllS10uVHTf2ozU//WJeArTSBoarbgW4icglwTqA/b6nqO7XoVyihXl/I3qvqDGAGwI+7nB+x9P6fliVWeXz/qg8qPfb4p9UU/f/jxVUevjSj6kBdl1/GSP4eazV3W6pruqrn+6v7l67meF1ed3U/b1c1r8xVxZ0DkaqHRbqqOU41v+RV9b3aa1ejugDjcVWVE627pvInKVBfoiPwBUfS0GEt2nY8xujpnydUeXz9um8rPeap5s3wrDWtqzy+a3tBpcfSu8ZW+dzEmLoNVXbXoTCiT6v+ranuysW+ymNGsbfqeOLzV912VFTVz4+OqTyetAjMY6+tfQlJlR/8flfVTz7GN1rHpLo/XNW1HaJIWznFkf3QZjE6pDdFJFtVF1V/qikpLp1CEt73Ey1jW+L1ezlQcoCU+Cgr4tkMxcbGkpeXxwknnGBJjIZ2DH8mVZW8vDxiY6t+LxWs2uigqsuAZTXvRo1tA4Jv1WUCOyLQjjGmmWhCFe67q+rZ9dGQxWhjTGNhMTqkCcDvRaQIKCFQ4k5Vq8iiHb9Ka2DgCW8CIzU2FaBsKdWNuw+E9fqm4WVmZrJt2zZ2797d0F05rvlyd+Ev9hN1DNPAYmNjyczMrPH5kb1dWrXXgfEiMg+nMNxem1ttjKmM0HTu7gErRORsVf2yoTtSBxajjTE1ZjE6NFWtenivKaek6JDzjaeakc3HKCUmBYD8ImclkoLvbApJcxMVFcXpp5/e0N047n0/6gby1+Ry1ufrI9ZGxBIYIvIicDGQJiLbcCo+RwGo6nRgEc7yfBtxluizZaaMMc3FHJw3yLtwluYrvePWsWG7dYTFaGPMcSziMVpEzlLVr0Skc6jjtix1aJFKYLSMbQmUjsA4mYLCEquXYEwkuFyRruEZuQSGqg6v5rjiFKEzxpga0KY0PPkZ4JfA50Q8jNeOxWhjTHhZjD7KbTjFjf8a4pgCl0So3SatqHA/LkA8datzc7SyERiH80mNb43Xr+wv8pIUG95EiTHHO3G5jqkGRm005BQSY4w5Jk3oPskWVX29oTthjDH1yWL0Eap6Q+Br30i209wU7t9LAiDRMWG9btkIjMAUEoD8g8WWwDAm3FwS0VrXYAkMY0wTIk3n7t5XIjIXeANneDJApJboM8aYRsFidGgi0gE4Gygrs6+qz0WiraauqHAfCYAruuYrEtREnCeOaFc0BYcLaNPCSVrkF5bQ5oSwNmPMcc9GYBhjTIAAdVsEtl7F4bwp7h+0L1JL9BljTIOzGB2aiEzGqTd0Nk5toSuADwBLYIRQcuggEP4EhoiQGpvKnsN7SGkVGIFRaIU8jQk7l/OXIJI1ZiyBYYxpMppKsS1VtYKXxpjjjsXokH4OnAd8qqqjReQkYFY9tt+kFAcSGO6YuLBfu2VsSwqKCkiNd0ZgFFgCw5jwK10+1ecL+3LIpSyBYYxpMprGW2MQkVbAWOA0guKsqo5pqD4ZY0ykWYwO6ZCq+kXEKyJJwA9A2wi00yx4Dx0AwBPTIuzXTolJIf9wPi0DNTD2HCwJexvGHO/EHRiB4fdH7G+CJTCMMcc9EbkceAxwA7NU9S9HHb8OuCPw8ABwk6r+r4pLLgTeB94GfOHvsTHGmDqozxi9WkRSgJnAGpy/Iasi3GaTVXLYWUY1EgmM1NhUtu7fSlJsFC6xERjGRERgCgn+yC3CZwkMY0zTIBKR4cki4gaeAPoB24CPReR1Vf0y6LTNQB9VzReRK4AZQLcqLhuvqndUcdwYY5qXCMXoCKm3GK2qNwe+nS4ii4EkVf2sPtpuivxFTgIjOj4h7NdOjU2loKgAl0tIjouyGhjGRICUJjB8kcsNN6F6S8aY45nUYavGBcBGVf1GVYuBecBVwSeo6n9VNT/wcCWQWc013xSR7Jq8LmOMaQ4iGKMjod5itIi8U/q9qn6rqp8F7zPl+YsOAxAVnxT2a6fGpHKg5ADFvmJS46PJtykkxoSf+0gRz0ixERjGmCZDIvNW9xRga9DjbVQ9uuJ64K1qrjkB+L2IFAElOO/RVVXD/47MGGMaiQjF6EiIeIwWkVggHkgTkVSO5GqSgIxwtdPc+EucVW1jWySH/dqpsakATiHPFtE2AsOYCHAGNhPRERiWwDDGNBl1GJ2cJiKrgx7PUNUZpZcNcX7ItLGI9MVJYPSsqjFVTaxVL40xpglrKjNI6ilG3wj8BidZsYYjf2v24UxbNCFoiZNUiEuIwAiMQAIj/3A+qfFRbC84HPY2jDnuBRXxjBRLYBhjmgxX7e/u5apql0qObQNODXqcCew4+iQR6Yiz9N0VqpoX6kIicpaqfiUinUMdV9VPjq3bxhjTdNQhRteL+ozRqvoY8JiI/FpV/x6u6zZ3WuJM64hLSA37tVNjAgmMonxS4uP4Yse+sLdhzHHPingaY0zEfQxkicjpwHZgGHBt8Aki0hp4Bfilqn5dxbVuA24A/hrimAKXhKXHxhhjaqPeY7Sq/l1ELqTikq3PhbutZsHrjMBokdwy7JcuPwIjiT0HbQqJMeEmbmcKidoUEmPM8U6IzPBkVfWKyHhgCc4yqs+o6hciMi5wfDpwL3AC8GSgyr431IgOVb0h8LVv+HtqjDGNV6RidDg1RIwWkf8HnAGs5ciSrQpYAiMELfECkJjcKuzXLk1g7Dm8h9QWWRR5/Rwq9hEX7Q57W8Yct1yB3ycbgWGMMZErEKeqi4BFR+2bHvT9r4BfHcs1RaQDcDYQG3Qde8NqjGm2mlARz/qM0V2AszWSJfmbEfE6CYyYCCyjmhydjCAUFBXQMj4agPzCYuKi48LeljHHq9IRGJbAMMYYGv/dvVIiMhm4GOfN8SLgCuAD7I6bMaYZsxgd0jrgZGBnBN/8Sl8AACAASURBVK7d/Ph8eF3gKp1HH0Zul5vkmGTyD+dzRkIUAHsOFpORYgkMY8Im8LsbySkk4Y8OxhgTIVLL/xrAz4FLgV2qOho4D4hpiI4YY0x9sRgdUhrwpYgsEZHXS7eaPFFELheRDSKyUUTuDHH8OhH5LLD9V0TOC3vv65n4fHgjOKMjNTY1UAPDGYFRUFgSucaMOQ6VjcAoidzvlo3AMMY0GU3l7h5wSFX9IuIVkSTgB6BtQ3fKGGMiyWJ0SFNq8yQRceMst9oPZ7Wsj0XkdVX9Mui0zUAfVc0XkSuAGUC3Ova3Qbl8PnwRvL2aGpNKflE+qS2OTCExxoRR6QgMvzdiTVgCwxjTJDTgnbraWC0iKcBMYA1wAFjVsF0yxpjIsRgdmqq+JyInAV0Du1ap6g81eOoFwEZV/QZAROYBVwFlCQxV/W/Q+StxlgFv0sTnxxfhERjf7fuOlHhnCkmBJTCMCa/SERheG4FhjDFNhqreHPh2uogsBpJU9bOG7JMxxhhHfcZoERkCPAQsx1ms5e8i8ltVXVDNU08BtgY93kbVoyuuB96qpA834CwfS+vWrWvW8QYiPn9Ep5CkxKSw9vBaUuKcERh7DtoUEmPCSVxOekEtgWGMMU2naI+IvKOqlwKo6rdH7zPGmObIYnRIdwNdS0ddiEgr4G2gugRGqOEsIVcyEZG+OAmMnqGOq+oMnOkldOnSpVGvhuLyaUSnkLSMbUlBUQFRbiExxlOjKSQFhcUsWLON5LgoBnc5NXKdM6Y5cAd+gX02hcQYc7wTkEY+wVpEYoF4IE1EUjnyBjQJyGiwjhljTKRFMEaLyOXAY4AbmKWqfznq+HXAHYGHB4CbVPV/Ia7TEDHaddSUkTxqluvZBgR/Ws4Edhx9koh0BGYBV6hqXl06Wp/2FeSxYfbNuL2F5fZ7fCX43ZEbgpESk4JPfewr3kdKi6gqp5DkHShi6uKvWLh2OyWuXag/jvTkfvTMSotY/4xp6kpHYFgCwxhjCH07qpG5EfgNzhvhNRzp8j6cYmzGGNNsRSJGh7mYZUPE6MUisgR4MfB4KJVM9TjKx0CWiJwObAeGAdcGnyAirYFXgF+q6tfh63LkfffZB3Tdu5gdchLFcmQBmO3qxueJ3BCM1NhUgLKVSPKrWIXkt698wMqCF0hqv4nDugc0mgkLc1k67gZOSLCFxYwJyeMkINUSGMaY453Q+EdgqOpjwGMi8mtV/XtD98cYY+pLBGN02IpZNkSMVtXfisjPcKZ3CDBDVV+twfO8IjIeWIIz8uQZVf1CRMYFjk8H7gVOAJ4M/Oy9qtolQi8lrHzFzsiLgwNnkXV+77L96wddBEWHItbuCXEnAJB7KJeU+OhKp5As3/ADK/Y/RUzyN/RqfTHd07vz/76Yx2ZmMeaffl4bcWujf09iTINwlU4h+f/t3XmcVPWZ7/HPU1W9Vm/0At100+wICKgIGsAtYlxi1LgQ0SRmURnzGk2Y1ywxmbl3kjGZ5N4sNzFjNGgUl0SjRuPGSDKuiYoLLiAqi8gOQrN0N71X1+/+UUXb3fQKdWrp+r551Yuqc06d85zTVc+peur3+x2NgSEikgotMABwzv3KzOYCY+iUZ51z9yQsKBERj3mUo2M2mOUh8cjRZjYBGOGce8k59wiRlhKY2WlmNt4592F/63DOLQOWdZt2W6f71wDXxCrmeGpvbQYgIzu3y3QLhQl72AKjPFgOwK7GXRTnVvJRzcHDlmkJtfPd5X8gULiWG2b+I1dP/yoAnx37Wb7wp79jY9MdXP8k3HLBtzyLUyRVmf/QIJ7etcBIlfGWREQwsyO6JSDOe4GfEvnFbXb0lhK/iomIHKmjyNGlZvZGp9uizqvtYVP9DWb57Z7md1ouHjn6F0B9D9Mbo/PSWjjaAiMjK9hluoXaCfs9LGDkRgsYDbuoGpbLzgPN7K5v7rLMrS98QG3Og1TkjOGqY7/YMT0vM49HL7mTEk7kxX138O3lt3sWp0jK8msMDBGRVDQLmOqcS+rR3kVEkkRNH10fvBjMMh45ekxPl2Z1zr1hZmM83G5KCLdFuolkZud0me4LhWnPzvBsu7kZuRRlFbGrYRdXzqzkv57bwIOvb+X6MycCsKu2mdtX3YGv+AA/PO3nZPi6xpIVyOLJhbdxzv1f56mdvyLn2Sy+d+ZVnsUrkmrMFx2E18PLqKoFhoikDDvCWwK8C5QnZtMiIonhUY7uGMzSzDKJDGb5eJftDn4wy3jk6Ow+5uX0MS8t7Nu1iTcfGUnNmefx/uQpHbeqzQ2EM739fbU8WM7Ohp2MK8tj3oQS7n9tK+3hSC3rJ39ZiRU9zxmV5zC7fHaPz8/Lyuapy28nz03i4S0/40d/vcvTeEVSiv/QIJ7tnm1CLTBEJGVYyoyCQSnwnpm9BrQcmuicuzBxIYmIeMuLHO3RYJbxyNGvm9m1zrku/QzM7GoiV0BJaw01O8lphQ3zRuMvH95l3ujzLvV02+XBcrYf3A7Alz81muvue5PnPtjN2LIgj699leyqEFdNu7zPdRTlBHliwZ2ce/+1/H7jz2liB/973rcJ+PTVStKbBdSFREQEiPxK50uZ+gXfS3QAIiLx5GWO9mAwy+/FJrI+LQYeNbMv8knBYhaQCVwch+0ntXBLZNyJCdfcwJQ558d12xXBClZ+HPmTnDVlBCMKsrh3xWaCWX4yc3YBcEzxMf2upyyvgN9f+BsueeC7PLrxAT5u2sJPz/gp+Zn5nsYvktR83l9GVV1IRCRF2BH/izfn3AvAB0B+9PZ+dJqIyBClHN1tGx875+YC3wc2RW/fd87Ncc7tiuW2UpFrjTR8yQwWxH3b5cFy6lvrOdh6kIDfx8LZ1bywbg/LVu9ifFUdI4MjKcgcWFzHjCjiB6d9l+adl/DKzlf50rIvsbVua/9PFBmiLA6DeKqAISIpw+zIbvGP074AvAYsAL4AvGpml8U/EhGR+FGOPpxz7jnn3K+it2e92EZKaosM8JcTLIz7piuCFUDkSiQAV5xUjd9nFAczcRk7mFQ8aVDru/iEKhYccxkNm7/O9vo9XLHsClbsXBHzuEVSQhxaYKgLiYikjBQaA+NfgdnOud0AZlYG/A/wcEKjEhHxkHK0DFhrKwBZufHvbtFRwGjcxYRhEygvzObfL5hKWYGPG1du5pwxZw96nf9x4bEcbA7xxHuFVE1+gEV/XsRXjv0K159wPVn+rFjvgkjyisMYGGqBISISe75DH4yj9qJ8KyKSLJSjEy0U+XKTnRf/FhjlwcgFaHY27OyYdtWcMYwaUUfYhQc0/kV3Ab+P/3f58Vwy/Xi2vruI8dlnsXTNUhY+uZB39rwTs9hFkl1HF5KwrkIiImkuUU2Nj9DTZrYcuD/6+HLgvxMYj4iIp5SjZTCsLfLlJjs3/mNglOWU4Tc/Ow/u7DJ97b61AEweNvmI1uv3GT+5bAY5mT7uW5HJ7CnHUtN8H19a9iXOGXMOi2cupiq/6qjjF0lqhy6jGlIXEhGRlGme7Jz7ZzO7BDiFyOD8S5xzjyY4LBERTylHy0BZqJ1WP/j98f8q4vf5GZ47nI8bP+4yfe3+teQGcqnMrzzidft8xk0XTWNcaR4/eAomln+Xy2e9y2Mf/Z5nNj/DWaPPYuHkhcwcPhNLoYqfyEB9MoinWmCIiCT9r3tmNgEY4Zx7yTn3CPBIdPppZjbeOfdhYiMUEfGOcrQMlIXCtGYkbvsVwYouXUgg0gJj0rBJ+OzoehOZGV8/ZSzjyoLccP9bLH3qGC6Z/TPyhr/E01ue4OlNTzNp2CQuP+ZyPjfuc+Rm5B7V9kSSSiDyxtZlVEVEOPKL9MXRL4D6HqY3RueJiAxZytEyUL5QmLYE/ow6IjiiSxcS5xzr9q87ovEvenPGMcN57p/OYOFJo/jj6wd5YPkJHNP6E84ZcT2hdrhpxU3Mf2g+P3vjZ9Q01cRsuyIJFb0KiZdjYKiAISIpwYgkrCO5xdEY59yq7hOdc28AY+IbiohI/ChHy2D4Q462QOKa7FQEK/i48WPCLgzA9oPbOdh2kEnDBncJ1f6U5mXxg89PZ/niU7n4hErW72rh4eereOfVr1GwbzFFTOfuNfdw7h/P5Uev/qjj0q4iqcoOtcDQGBgiIqRCf9HsPublxC0KEZEEUI6WgfKFHKEEFzDawm3sa95HaU4pa/dHBvCMZQuMziYMz+eHF0/HOcdHNQ28uG4PL64fwSvvV9LMPLLLnuf37/+BB9Y+yEXjL2LRjGs04Kekpo6rkIQ924QKGCIisfO6mV3rnLu980QzuxpYmaCYREQkQjk6SfhDEMpIXAGj41KqB3dSmlPKun3rMIyJRRM93a6ZMa4sj3FleXx13lhaQu2s3LSfF9afxNMfvMcue5pHw3/iTxse4eQRp/K1GV9kTsWcVCgOigBg0auQ4OEYGCpgiEiKsOgtqS0GHjWzL/LJh+FZQCZwccKiEhHxnHK0DJy/HUKBxPVkrwhWALCrcRfTmc7a/WsZXTA67gNqZgX8zJ1QytwJpdx47mRe+fB0bn/5bV6peZxXQq+x4uMXGZk7jv815184pWpeXGMTOSL+Q4N46iokIiJJ/9HYOfcxMNfMPg1Mi05+yjn3bALDEhGJC+VoGSh/yNESTFwBo3MLjP3N+3nj4zeYWzE3YfFApHVGpJhxFjtr53Hfig/5/Zon2Nb6NN945jpG58zkH066ljOq5+A/NFCiSJI5NAaGl4N4qoAhIikjVZpQOueeA55LdBwiIvGkHC0D4cJhAiFoT2ALjILMAnICOexs2MmPX/sxDW0NXDPjmoTF011FYQ7/fM40vjV/Kk+uvoJbVt7NpvYnWfzCN8iyIs6sOptvzv6axsmQ5BMdA0OXURURAT5pojzYm4iIeE85WvoXCrURaDPCGYlrRWBmVAQr+PPmP7Pso2VcO/3amF+BJBYyAz4uOWEMz1zz79x39lOcmPNNmuqrWLb5j5z3x/P58mP/wNq9GxMdpsgnAtH2ER52IVEBQ0RShj4ai4gkL+VoGYjmpgYCIRJawIDIOBi7G3czoWgC106/NqGxDMTxVcNZ+oVreeXqe1g07g5ymk/jrX3Pc9kTn+eCP1zH3zavTnSIIpjvUBcSXYVERNJc5IOuPuqKiCQj5WgZqJamBjJC4DIzEhrHyLyR+MzHTfNuIsOf2FgGoyA7g2+ePosbTjuRp99fzy9ev4OPGp/hG89fSaGbyeUTvsZXZ80jPzt19kmGkIxDXUg0BoaIiIiIiKS41uZGMpOggLFoxiLOG3se00qn9b9wEjIzzps6ifOm/l8+2L2Tm/76G1bVLWPJhzdw66rJnJC3gC+ecCpnTh5OdoJbu0j6ML8G8RQR+USKDBAnIpKWlKNlABrr9xMIA5mZCY2jPFjecTWSVDd5eAW/u/R71Lb8A//v1aU8sekBVrmbePPFiQSe/AxfmXkmV58ylmHB+B/zUHuYuuYQBxpbqW1qoz3sDlsm4PdRmJNBUU4GBTkZ+H3KJSnLrxYYIiIddDoTEUleytEyEI21e8gALCsr0aEMOYVZhXzvtG/xL3Ou5f4PHuC3q5dSn/dr7lj7MneuuJDzpkxiXFmQ0SW5TC4vYFxpEF8MigW1TW2s3lbL6u21bKppYNPeBnbUNnGgsY365sFfjaIgO0BRbiaVRTmMKc1ldEmQ0cXR/0tyCWbpK2yy0mVURUQ6aLg3EZHkpRwtA9NUvz9SwMjOTnQoQ1ZuRi5XT/86V065gqXvLmXJqtuhcB3P7DyTR9+dRLi1DDDyswJMryrkuFFFHFdVyOTyAoYFM8nPCuCA+ua2Lq0mWkJhtu5rZPPeRjbtbWDLvsj/W/c1dWy7LD+L0cW5nFg9jKLcTIpyMyjMyWBYbiYFOQEy/IdfQ6KtPUxtUxv7GyLbq21qY19DK9v2N/LnNR+zt6G1y/KleVmMKcnl5HHFXHhcJceU58f0+LW2t1LXWkdtS23HzeEozCqkILOAjOhAlX6fnxG5I8j0J7Y1UVKJFjBcuwbxFBHRAHEiIklMOVoGorl+LwWAPzuY6FCGvJxADt84/hucO/Zcfrjih7zKkwSLoDR7BOVZU6G5ij37yrnjr8Noa/+ksOAzcIA7vLdHh4LsAGNKgxxXVcTC2dUcV1XE9MpCCnNjP7ZJfXMbm/dGCieb9zWwuaaRD/cc5NbnP+SW5z5kcnk+l8+q5NSpWWw9uJ6XdrzEKzteoba1lsLMwkjhIauAgsyCjseFWYX4zd9RqNjVsIst9VvYfnA7DW0NA47NiFySd1T+KEYVjKI6v5rxReOZVjqN4uzimB+LpBeIFnNStQWGmZ0L/BLwA3c4537cbf4ZwGPAR9FJjzjn/sPLmEQkRZm6V8eacrSIxIxytAxQS2MdAIGc3ARHkj7GFo7ljnPuYMfBHR1f7t/Z/Q67W56DIJQcm8fkwhMoyziWbDcCX3sp+f4yioO5FORkkOGPvLn9PmPUsFxGl+RSlBu/Vgf52RlMqyxkWmUhEGkhsXbfWlZs/5D/2fgG6w98wM/W7+bnH0a6q2T5szm54iQqghWftKRormVr3VYOtBygvrUexyfVmdxALiOCI6jOr2Z2+WyKs4spzIwUPQ4VOwDqWuqoba2lPfrlvC3cxo6DO9hSv4WtdVt5ZvMz7G/Z37HekcGRjCsax6j8UQzPHU5DWwO1LbU0h5o7linOLqa6oJrRBaOZOWJmR+uOVGU+P+BSswWGmfmBW4DPANuA183scefce90W/atz7nNexSEiQ4k+HceKcrSIxJ5ytPSvrSFawAjmJTiS9DMybyQLJi1gwaQFAOxu3M3bu9/m5R0v8/KOl1lZ89eOZf3mpyJYQXVBNccUH8O0kmlMKZ5CSU4mOYH4fMkOuzBb6rbwwf4P2Fq3lS31W1i/fz1r968lFI4UK4qzi/lU9bHk+U9l884c3t6YRWNTNTlZo1lw7Lgeu5eEXZj61npC4RAFWQUxLRrUtdaxdt9a1tSsYc3eNWyu28xbu9+ioa2BgAUoyCogJ5DTsXxNUw0t7S0AlOWUcdmky7h04qWMCI6IWUxx5fNHTgUp2gLjJGCDc24jgJk9AFwEdP9wLCIi8accLSIicdfWHGmenxksSHAkMjx3OGePOZuzx5yNc449TXvYWr+VLXVb2Fq/la31W9lct5l737u3o2AAEPAFPumakVnQ9f+srt00Dk0vzCwkPzMfvy9ySVfnHAfbDlLbUktNU01ku/Vb2Nu0l9qWWvY172PtvrXUt9V3bLc0p5RxheP48tQvM61kGtNLp1MeLMc6Nf/aVdvMkhc38vvXNvPwym1MLs/nguNGcsnMSioKI4UDn/k6WlXEWkFmAbPLZzO7fHbHNOccze3NZPuzu8QKkWLK7sbdrNm7hofXPcyt79zKre/cypTiKcwdOZczRp3BcWXHHfa8pGX+SGu8VGyBAVQCWzs93gac3MNyc8zsHWAH8E/OuTXdFzCzRcAigFHVozwIVURSgfpXx5RytIjElHK0DER7U6SAkZ1flOBIpDMzY3jucIbnDufEESd2mXeoy8aGAxs40HKA2pZaDrQcoK61jrqWOnY37mb9/vUcaDlAY6ixz+34LVLACLtwl24cEMkhw7KHdRQ8zh17LtNKpzG1ZCrV+dXkZvTf7ai8MJv/fcFU/v7T43ly1U4ef2cHP1m+lp//ZR2fmTKCq+aOZs64krgWBMysS6uLznzm67ik7/zq+Wyp28LTm57mpe0vcfeau/ntu79lZHAk54w9h4snXMzYwrFxi/uI+PxgDpeiLTB6elV0HwrmTWC0c+6gmX0W+BMw8bAnObcEWAJw4qwT+hhO5uj80+kH+pz/i4zeW1GvfHVrr/MAPj+m70sI7Wrse35BH9fK9iW0Itf3n8O5I4/NcXSVu74GHoroPTa/HT5Ccme+aPLtfX7vz7d+1t3ftvvrZOz63PGje630tV/AYSeiWNL49jGXcjn661Pr+pyf6a/udd6G7X2HtXtn3+s+Y3bvo+UfaO676Wl/KTo3c/CXmDvEb/3k4H6eH+4nR/eVTlrb+84HoX4+u7S19Z3js/q4TF5JWd+D/+UG+/6b7O80Yn53rb3OiYP+TlwZ/TRzDvY9Ev/xlxzX5/wVz/S9+r4oR8tAhVsi77+cgmEJjkQGKtOfyfSy6Uwvm97vsm3hto6xIupa6jrGoDj0/6GWHD7zkZ+ZT2FWIcXZxYzKH0VlXmXMruhRkpfFV+aO4Stzx7BlbyO/e20zD76+lafX7OK4UUXc8OkJzJ8yPOlaNlQXVLNoxiIWzVhEfWs9z299nmUfLeOeNfdw17t38amKT7HwmIWcPup0Ar4kvB7HoRYY4dRsgbEN6PxTXBWRX/A6OOfqOt1fZma/NrNS51yNh3GJSKpKspNMilOOFpHYUo6OqQEMtDwZuAuYCfyrc+6n8Y9y8A4VMHKLShMciXghw5dBSU4JJTkliQ6lQ3VJLt85bwr/cNYkHnlzO7e+sIFr7nmDyeX5XDVnDJ8/YSS5mclXDMjPzOeC8RdwwfgLqGmq4ZH1j/Dg2gdZ/PxiyoPlLJi0gEsnXppUx/rQGBjOwwJGPz/1HpXXgYlmNtbMMoGFwOOdFzCzcouWvczspGg8ez2MSURSlh3xP+mRcrSIxJBydCx1Gmj5PGAqcIWZTe222D7gm0BKFC4Oca2Rdk55hSpgSHxlZ/i58uRqnv3HM/jpguPwmfHdR1dz8n8+w/efWMOHew4mOsReleaUsmjGIp6+9Gl+8elfMKZgDL9661ec/fDZ/Oer/8muhl2JDjHCLNIcLxXHwHDOhczsemA5kcrxnc65NWZ2XXT+bcBlwDfMLAQ0AQtd3+3fRSSNefVBd6j+ytUX5WgRiTUVI2Kq34GWnXO7gd1mdn5iQjwyhwoYufnqQiKJkeH3cdmJVVw6s5I3t+znnlc2c9+Kzdz10iZOmVDK350+jlMmlCZd9xKIDKA6v3o+86vns7F2I3evuZuH1j7EQ+se4oyqM5hbOZd5I+cxMm9kwmI0A1wKFjAg0uQYWNZt2m2d7v8X8F9exiAi0pcBXk700K9cn09AiJ5RjhYRSVoDHWi5X50HWq6u7n2soHixtjYAsnJ1FRJJLDPjxNHFnDi6mH87fyp/eH0L967YzJd/+xrHjyriutPHc8YxZWRn9D32XaKMKxzH9+d+n7+b8XfcveZunt36LP+z5X8AGFMwhlMqT2HOyDlML53OsOw4FgwNXHtqDuIpIpIKhuyvXCIikrIGMtDygHQeaHnWrFmJb0XXFhnEMSfPm8tYihyJsvwsrj9zIteeNo4/rtzOr5/fwHX3rSQz4OPkscXMGV/CcVVFTK8qpCC7nwGV42xk3ki+c/J3uPGkG9lYu5GXtr/Eyzte5qF1D3Hf+/cBUJlXybTSaUwrmca00mkcV3YcGf6B7UdbuI1XdrzChwc+5MLxF/Y75kZKt8AQEYmlo2jKV2pmb3R6vCT6gQ5i+CuXiEg6S8bm1ims34GWU5WvLUSrH/x+fQ2R5JMViIyTsWBWFS9/uJcX1+3hxXV7+L9Pr+1Y5tiRBZw+qYzTJ5Uxa0wxfl9y5D4zY3zReMYXjeeqY6+iOdTM6prVvFvzLqtrVrN6z2qWb1oORMbUuHTipVw26TLKg+U9ru+DfR/w0NqHWL55ObUttQD8ZtVvuGb6NXxpypfIDvRyhTYD1+5drVSZQ0RSyBGfIGqcc7MGsdLE/0IlIpJykuND/BDRMdAysJ3IQMtXJjak2LBQmDZ9A5Ekl+H3dRQpAA40trJqWy1vbTnASxtqWPLiRn79/IeU5Wdx/vQKPjejguNHFRHwe3mNjMHJDmQzu3w2s8tnd0zb27SXt3e/zSMbHmHJqiXcsfoOzh93PtdMv4axhWPZ3bibl7a/xCPrH+HtPW+T7c/m09Wf5vyx5zMybyS/eutX/PLNX/LEh09w5zl39twaI4UvoyoiElMefTQesr9yiYjEk8oXsTOQgZbNrBx4AygAwma2GJja+RLYycgXCtOWXC3wRfpVlJvJaZPKOG1SGd86ayL1zW28uK6GJ97Zwe9f28LSlzdRkB3glImlnDVlBGcfW05eVvJ91S7JKWH+6PnMHz2fbfXb+N37v+PhdQ/z5MYnGZU/is11mwGozq/mn2f9MxdNuIjCrE+6e9185s28tP0lFj+3mEV/WcSd59zZZT5Eu5CogCEi6c7wbIT7Ifsrl4hIvHiYo9PWAAZa3kWk6J5SfGqBIUNAfnYG58+o4PwZFdQ1t3V0NXlxXQ3LVu8iK7CaMycP56wpIzh1UinD83vpbtEL5xw7a5vZfqCJA41t1DW1UZKXyZiSIJXDcsiIQUuPqvwqvn3St7lm+jXc+969rNu/jksmXsK8kfOYNGxSr90C51XO4+Yzb+b6Z67nur9cx+1n305eZt4nC5jhVMAQEbFoSTe2hvKvXCIi8eNNjpahxx9ytAX0WpGhoyA7g8/NGMnnZozEOcebW/bz+Ns7eGr1Lv773V0ATBiex/D8LApzMijLz2J0SZDRxbnkZUe+jofaHdv2N7JpbyPrP67nnW211Bxs6XF7fp8xsiibMSVBjhmRzykTSzl5bAk5mUd2tZSSnBIWn7h4UM+ZM3IOPz/j5yx+bjE3PHsDv55/Kz7LICvgx3yoBYaIiJeG6q9cIiJDgZmdC/ySSJH5Dufcj7vNnwzcBcwE/tU599P4RykD5Q85QvoGIkNU50uz/vsFx/LezjpeWLeHt7Yc4EBjK+t3H+Rv62uobwn1+PwMvzG6JMhpk0o5rqqIsaVBhuVmkpcdoOZgC5tqGti8t5HN+xrZvLeBe1ds5o6/fURmwMfw/Kw+Y8vLCjCmJMjo0lymlBcwo6qQMSVBfL0MQuqcY1ddM6u31bJqWy0f7KrnQGMrtU1tNLVFLpOakXUlb7h7mHnb12ndeSWP/f2pdwu/YAAAEk9JREFU5JjhwhrEU0REjZNFRJKYFznazPzALcBniIxZ9LqZPe6ce6/TYvuAbwKf9yAEiTF/yNGecWS/FIukEp/PmFZZyLTKrmNEOOfY39jG5r0NHYUAvxkji3IYWZTT61VNxpYGmT2muMu05rZ2Xv1oH39bv4e9Da19xlPb2Mb63fU8+8FuWtsjLSQKsgPMqCpiRlUh5YXZbN3XGCmQ7G1ky77GT+LzGePLgpTmZTFheB45Gf5o0v8MO12Yd7mPcOhx1n18HMdrDAwRkQj1rxYRSV4e5eiTgA3OuY0AZvYAcBHQUcBwzu0GdpvZ+V4EILHlD0Frrs7nkr7MjOJgJsXBzKNeV3aGv8vVUgYi1B5m/e6DvLP1AO9sq2XVtgP85sWNtIcdWQEf1cW5jC7J5ZSJpYwuyeXYkQVMrSjso4vK8fzwFeOBdfeyuuZtjvepBYaISJQ+8IiIJK8jztGlZvZGp8dLnHNLovcrga2d5m0DTj7SDUniBUIQDiTPpSZF0k3A72NKRQFTKgpYeFJkWnNbO7VNbZTlZfXapaQvVx17BQ+su5edjdsjpwKnFhgiku40PpyISPI6uhxd45yb1fuaD+PdT3viuUAIdSERSTLZGX6yj+J9WZJTAsC+5n2YxsAQETlEFQwRkeTlSY7eBozq9LgK2OHFhiQ+MtogrAKGyJCSE8gBl8GBlv3gM42BISICGgNDRCSZeZSjXwcmmtlYYDuwELjSiw2J90JtrWSEwKmAITKkmBkZ5NMQOhBpjacWGCIiIiKSbpxzITO7HlhO5DKqdzrn1pjZddH5t5lZOfAGUACEzWwxMNU5V5ewwKVHzU0NZIYgnKmvICJDTZYV0hSuBQ3iKSIS+WVPLTBERJKTlznaObcMWNZt2m2d7u8i0rVEktzBuv0EwkDG0V99QUSSSzBQyMGWGswMnHcFDA0BLCKpw47wJiIi3lOOln4c3P9x5E6mChgiQ01BxjDCvvpoCwyNgSEiohYYIiJJTDla+tNQW0MmYFnZiQ5FRGKsKLsYa2jAaQwMEZEIfTgWEUleytHSn6a6vSpgiAxRpTnFmC9EyPwEVMAQEUFNjUVEkplytPSj6eB+CoFATm6iQxGRGCsPlgLQCvg9HANDBQwRSRn6dU9EJHkpR0t/WhsiF4bx5wQTHImIxFpFfhkArQY5HrbA0CCeIiIiIiLiudaGWgAycvMSHImIxFp14XAAWnyeXoRELTBEJHXo1z0RkeSlHC39CTU1ApCZV5DgSEQk1kYXRQoYreY0iKeIiK62JyKSvJSjZSDCTQ0AZOcNS3AkIhJrw4MlALSYw6mAISJiYPp4LCKSnJSjpX/tLU0AZBeogCEy1GT6M7FwDi3WDOpCIiKi5skiIslMOVr6E26OFDCChaUJjkREvBAgnxZr8nQQDBUwRCRl6KOxiEjyUo6W/rjWVgDyikoSHImIeCHLV0CL72OcChgiIqh5sohIMlOOlv60tQFQWFKZ4EBExAtBfxGtPgdh77ahy6iKiIiIiIjnrDVSwAhqDAyRISk/Y1j0MqpqgSEiov7VIiJJTDla+mNtbbT6we/XVxCRoWhY9jBafc7LITBUwBCR1KGPxiIiyUs5Wvpjbe206duHyJBVmlOC80HYwy4kSiEikhIM/bonIpKslKNlIHwhFTBEhrIRwVLCpi4kIiKHPh2LiEgyUo6WAfCFwrRlJDoKEfHKyPwydhmE1YVERMT0656ISNJSjpb++UNhQvr2ITJkjSosY6fh6RgYugqJiKQMO8J/IiLiPeVo6Y+/zREK6G8uMlSNKRpO2AeogCEiIiIiIqnMH3JqgSEyhJXnFUfHwPBuGypgiIiIiIiI5wIhR3tAXz9EhqqAP4Afn6ctMFQDFZGUYaZmpyIiyUo5WvoTCEG7upCIDGkB/JgLebZ+lUBFJGWof7WISPJSjo4tMzvXzNaa2QYzu7GH+WZmN0fnrzKzmYmIczACIQhn6OuHyFAWMD+mLiQiku7sKG4iIuIt5ejYMjM/cAtwHjAVuMLMpnZb7DxgYvS2CLg1rkEegYwQhAP+RIchIh7KND8+5112VxcSEUkdap4sIpK8lKNj6SRgg3NuI4CZPQBcBLzXaZmLgHuccw5YYWZFZlbhnNsZqyBamhp57KarYrU6JrVCOEMFDJGhLNMXKTE8+J3LwCB7eCUXLv5lzNavAoaIpAg1NRYRSV7K0TFWCWzt9HgbcPIAlqkEuhQwzGwRkRYaVFdXDyqIluaDTH9kzaCe05/wsIKYrk9EkkvmsGLgANMfjeSOjaPeh8WxW78KGCIiIiIiyaWnalD3XuUDWQbn3BJgCcCsWbMG1TM9mF9M4y3/MZin9MkXCLBg3gUxW5+IJJ8v/J/HWP35p2hvbQVgXMGwmK5fBQwRSRn6bU9EJHkpR8fUNmBUp8dVwI4jWOao+AMBTpy/IJarFJEhzh8IcPypF3m2fg3iKSIpQyPci4gkL+XomHodmGhmY80sE1gIPN5tmceBq6JXI/kUUBvL8S9ERJKRWmCISOrQAHEiIslLOTpmnHMhM7seWA74gTudc2vM7Lro/NuAZcBngQ1AI/C1RMUrIhIvKmCISErQ5fZERJKXcnTsOeeWESlSdJ52W6f7Dvj7eMclIpJIKmCISMpQU2MRkeSlHC0iIl5TAUNEUoeaJ4uIJC/laBER8ZgG8RQRERERERGRpKcWGCKSMvTbnohI8lKOFhERr6mAISIpQpfbExFJXsrRIiLiPU+7kJjZuWa21sw2mNmNPcw3M7s5On+Vmc30Mh4RSW12hP/6XW+a5qp03W8R8YZytIiIeM2zAoaZ+YFbgPOAqcAVZja122LnAROjt0XArV7FIyIpzo7i1tdq0zRXpet+i4hHlKNFRCQOvGyBcRKwwTm30TnXCjwAXNRtmYuAe1zECqDIzCo8jElEUlTkc64nv+6la65K1/0WEQ8oR4uISDx4OQZGJbC10+NtwMkDWKYS2Nl5ITNbRKSiDnAwJ1C09ghjKgRqY7Rsb/O7Ty8Eauf+otdlertfCtQMMNb+xGq/B7rPPU3r63Gi9ztWf+uepsV7vxPxGu9pWm+PRw8wtsO8ufLt5TmBotIjfHq2mb3R6fES59yS6P2Y5aoUoxzd+3KHvU/fOny6cvTRU44+umUHvd8rHu51GeXoNLFy5coaM9scfTiY90Ms3/s9bSsWyw/mPdHTdB0PHY++put4xP949HxOcs55cgMWAHd0evxl4FfdlnkKOKXT42eAEz2MaUmslu1tfvfpPS3XeVof999Itv0e6D4P5Dgk037H6m+dDPudiNf4YPc72W7JmKvSdb+Vo49u2VTKVYPZb+Xo+O53st2SMVcNldsg3w8xe+/3tK1YLD+Y98Rg91/HQ8dDxyN5joeXXUi2AaM6Pa4CdhzBMrH0RAyX7W1+9+k9LffEAO7HUqz2e6D73NO0vh4ner9j9bfuaVq89zsRr/Gepg3kfZAskjFXxUMy7rdy9NEtm0q5ajDrVY4e3Hzl6KGRo+Mhka+Lwa57IMsP5j3R03Qdj6N7HEs6Hke37iF9PCxaFYn9is0CwDpgPrAdeB240jm3ptMy5wPXA58l0hzwZufcSZ4ElGLM7A3n3KxExxFv2m+Jt3TNVem637GSru9Z7bfEm3JVctB7oCsdj650PLrS8egq1sfDszEwnHMhM7seWA74gTudc2vM7Lro/NuAZURONhuARuBrXsWTgpb0v8iQpP2WuErXXJWu+x1D6fqe1X5LXClXJQ29B7rS8ehKx6MrHY+uYno8PGuBISIiIiIiIiISK16OgSEiIiIiIiIiEhMqYIiIiIiIiIhI0lMBQ0RERERERESSngoYIiIiIiIiIpL0VMBIQWY2zsx+a2YPJzoWr5lZ0MzuNrPbzeyLiY4nXtLpbywy1KTT+zcdc3Q6/X1FBsLMPh/NAY+Z2dmJjifR0j1HpON5oT/p/pro7mhzhgoYcWZmd5rZbjN7t9v0c81srZltMLMb+1qHc26jc+5qbyP1ziCPwSXAw865a4EL4x5sDA1mv1P9byySqpSj0zNHKz9LuopRzvtTNAd8Fbjcw3A9p3NAz9LxvNAfnTe6GuTxOKqcoQJG/C0Fzu08wcz8wC3AecBU4Aozm2pm083syW634fEPOeaWMsBjAFQBW6OLtccxRi8sZeD7LSKJsRTl6KWkX45eivKzpKelxC7n/Vv0ealsKToH9GQp6Xde6M9SdN7obCmDPx5HlDMCRx6jHAnn3ItmNqbb5JOADc65jQBm9gBwkXPuR8Dn4huh9wZzDIBtRBLh26R4wW2Q+/1efKMTEVCOhvTM0crPkq5ikfPMzIAfA//tnHvT24i9pXNAz9LxvNAfnTe6GszxMLP3OYqcMWRfVCmmkk8qlRB541f2trCZlZjZbcAJZvYdr4OLk96OwSPApWZ2K/BEIgLzWI/7PUT/xiKpSjk6PXO08rOkq0HlPOAG4CzgMjO7zsvAEkTngJ6l43mhPzpvdNXba+SocoZaYCQH62Ga621h59xeYKidIHo8Bs65BuBr8Q4mjnrb76H4NxZJVcrR6ZmjlZ8lXQ02590M3OxdOAmnc0DP0vG80B+dN7rq7XgcVc5QC4zksA0Y1elxFbAjQbEkSroeg3Tdb5FUovdpeh6DdNxnEdBrvzsdj57puBxOx6QrT46HChjJ4XVgopmNNbNMYCHweIJjird0PQbput8iqUTv0/Q8Bum4zyKg1353Oh4903E5nI5JV54cDxUw4szM7gdeAY4xs21mdrVzLgRcDywH3gcedM6tSWScXkrXY5Cu+y2SSvQ+Tc9jkI77LAJ67Xen49EzHZfD6Zh0Fc/jYc712oVLRERERERERCQpqAWGiIiIiIiIiCQ9FTBEREREREREJOmpgCEiIiIiIiIiSU8FDBERERERERFJeipgiIiIiIiIiEjSUwFDRERERERERJKeChhyGDNrN7O3O91uTHRMh5jZw2Y2zsxejca2xcz2dIp1TC/P+4GZ3dRt2iwzWxW9/4yZFXq/ByIiR075WUREutO5QdKJOecSHYMkGTM76JzLi/E6A8650FGu41jgB865iztN+yowyzl3/QCe+6hzblKnaT8F9jrnfmRmVwOlzrn/czQxioh4SflZRES607lB0olaYMiAmdkmM/u+mb1pZqvNbHJ0etDM7jSz183sLTO7KDr9q2b2kJk9AfzZzHxm9mszW2NmT5rZMjO7zMzmm9mjnbbzGTN7pIcQvgg8NoA4zzOzV6Jx/sHMgs65NUCzmZ0YXcaABcAD0ac9Blx5NMdHRCRRlJ9FRKQ7nRtkKFIBQ3qSY12boV3eaV6Nc24mcCvwT9Fp/wo865ybDXwa+ImZBaPz5gBfcc6dCVwCjAGmA9dE5wE8C0wxs7Lo468Bd/UQ1zxgZV+Bm9lw4EZgfjTOVcC3orPvBxZ2WtcO59xHAM65GiDfzIr6Wr+ISIIpP4uISHc6N0jaCCQ6AElKTc6543uZd6i6upJIUgM4G7jQzA4lxWygOnr/L865fdH7pwAPOefCwC4zew7AOefM7F7gS2Z2F5HkeFUP264A9vQT+1xgKvBypFBLJvC36Lz7gRfM7F+IJMP7uz13T3QbB/rZhohIoig/i4hIdzo3SNpQAUMGqyX6fzufvH4MuNQ5t7bzgmZ2MtDQeVIf670LeAJoJpIoe+pz10QkwfbFgKedc1/uPsM5t8nMdgCnAhcDJ3ZbJDu6DRGRVKT8LCIi3encIEOKupBILCwHboj2TcPMTuhlub8Bl0b7040Azjg0wzm3A9gB/BuwtJfnvw9M6CeWl4HTzWxcNJagmU3sNP9+4GbgfefcrkMTzcwHlAJb+1m/iEgqUX4WEZHudG6QlKUChvSkez+6H/ez/E1ABrDKzN6NPu7JH4FtwLvAb4BXgdpO838HbHXOvdfL85+iU+LsiXPuY+Bq4A9m9g6RpDip0yIPAtP4ZACgQ04C/uaca+9r/SIiCab8LCIi3encIGlDl1GVuDKzPOfcQTMrAV4D5h2qpprZfwFvOed+28tzc4Dnos+JabIys1uAB51zL8RyvSIiqUL5WUREutO5QZKNxsCQeHsyOlpwJnBTpwS4kkifu3/s7YnOuSYz+3egEtgS47jeUgIUkTSn/CwiIt3p3CBJRS0wRERERERERCTpaQwMEREREREREUl6KmCIiIiIiIiISNJTAUNEREREREREkp4KGCIiIiIiIiKS9FTAEBEREREREZGk9/8BLaStLCDKN58AAAAASUVORK5CYII=\n", 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gYWbWisRQ8V5Ez96ekvRtYBfgMuAU4OH8pWmSdo+Ih5uVreXbUx201wt+qbrKHnu0uroSbN70xEDWleKxzdXV9Yst5dczPJxQJtXaLYlrmSZYidtTvZzu9QBgN7K1GV8DVuaPm/P/FuKeRhM7d5RfuLT+th8nVpaw+GvO3KSVekmLFhPMGqnui6jKulLsUigf2jMpYVHg7rPKB9A9ZqQF3ZRb+M+amfaVM314RlK5ThCVrAjvuog4sBPnKdTTkLSbpMMlHSzJvRMzm1QkFXr0sgabJNa/Lkn7tjtP07AvaS7ZbognAtOAdWR7t+8t6XvAZyLimyXabGbWfzQw6V4/kf/RfwXZLamx7/RfAl5JtjX62bTJz9Gqr/glsulYL4+IR2pfkHQk8DZJB0fEhckfwcysxwkYHip8q7BnZ09FxJslLSTLvXEq8CxgM3AX2aLCv4uIre3O0zRoRMSxLV67mSxSNSXpIrJ94NdGxHMbvH4MWcT7SX7o8oj4cLsGm5lVbRDGNAAi4k7g/eM5R9tRKUkvanD4UeC+NqsIL6YuO1UD10dEqwQjZmYTrsqdintdkakMnwFeBNxG1lN7bv7zHpLOiIivNSrUJDuVmVlfEY2TXUxWRWZC3QscERGLIuJI4AhgFfAa4OPjrP8lkn4o6SuSDh/nuczMOk9ZT6PIo5flGfrGrUjQOKx2i978ntgRY7lsx+EW4ICIeAFwDvDlZm+UdLqklZJWrlu3bpzVds+85x9SXWUbvLhvIupKUeXivoc3l1+z8tDW6ta5PLil8L54PUUq9qC3F/d9T9KXJZ0xnrtARSLP3ZLOBy7Nn78F+LGk6WT5cJNExIaan1dI+oykeRGxvsF7lwJLARYtWlRJON+ZsODu4dvvTqssElbJzpmbVi7BzoQFgSMj03p+IWHKBnMpZWbPqO4v0Hkj5QPovBmPJ9U1nPCX9fyRtEV604anJ5XrBBFlZk/17EB4RCySdABwPPBP+T5UNwBfAb4dEYV+EYr0NE4BVgN/Qra51T35sW1kc3uTSNpH+eRnSUflbXko9XxmZt2igo9eFxH3RcQFEfHbwK+S7XT7GuB6SVcXOUfbnkZEbJH0GeCqiKj/U3pjs3KNslMBU/NzXgC8CXinpO1kyUBOiKr+NDUzK6HXxytSRMQ24Bv5Y2wH3LaKTLl9PfAJslXhB0l6IfDhiHh9mwY1zE5V8/q5ZFNyzcx6Vs14xUCLiAeKvK/ImMbZwFHAt/IT/8BTac1sMknZPLKb8u1APgLMAVZGxBeqqrvImMb2iOjtqTpmZl00rCj0KELSRZLWSlpVd/w4SXdLWi3prDanWQzMJxtbbrlXVKcVCRqrJJ0EDEtaIOkc4LtdbpeZWU8Q2TbwRR4FXQwc97Q6pGHgPLKZTQuBEyUtlPQ8SVfVPfYCDgVujIg/Bd457s+Y7ZdVSJHbU39EtlfJ48Ay4BqybpGZ2aTQydtTTXbLOApYPbb+TdKlwOKIWEK2h19dezQKjM2v3lGkXkm7N3sJeG2Rc0Cx2VObyYLGuDa56jfbdySsgUgpA0nJlJLKjKecVS4lyVHK2onUmUEpdU0fGk6qa0pnFjOnKdeLmCepNgve0nydWTvzgftrno8CR7d4/+XAOZJeDlxXsG3rgPt4+uzgyJ/vVfAcLfNpXJmfsKF2s6fMzAaBCNT8q7DeNrLdLspujd4oLLX6/t0MnFbi/JCtsXt1RPz0GZVL9zd4f0Otwvc/5P99I7AP8K/58xPJ9qMyM5sUKphyOwrsV/N8X2BNh+v4J7Ic4c8IGpTYR7BVPo1vA0j6SES8oualKyUV7Q6ZmfW9CrYRuQlYIOkg4AHgBOCkhPM0FRHntXjtnKLnKTJ7ak9JB489yT/UnkUrMDPrZ9nsqcK73LbdsDDfLeNG4FBJo5JOy3MTnUk20egu4LLajWI78jmkl7V5fY6kZyTMq1dkdOk9wLckje1qeyDQkxtymZl1Q4m7U217Gs12y4iIFWRpV7vldyR9HPgqjXOEHwC8t91Jisye+qqkBcBh+aEfFd0N0cys75XbRqSXc4S/R9JuZPv+vZksR/gWsp7NP0fEDUXO02r21MvGTpIHiR/WvT4H2D8iVjUqb2Y2CMZuTxXUs1ujA0TEL4DP5o8krcY0fkfSdyX9jaTflHSUpFdIOlXSvwBXATNTKx5Ec553aHWV9XgSpk1OwvSkjVur2+1u3abyeSce2lpdror7NjbdGLunDUgSpo5oNXuqI12ZfpWShGnjqh+lVZay4G7urol1lV+AmNK8kZGpPZ+EqSq7zEy7DiXWBjxpz9nl7xzvnZiEaWqRaTR1Dt4l7fd2ytAELu6j1ELGnu5pdELLf4lOdGXMzPqZiJ7b5XYiJfytYGY2iRTcrHCoT25PSZol6QOSPps/XyDpGftbNTOxfT4zsz5QoqfRD7enPk825fYl+fNR4D/IxqnbatvTkPSMUbJGx8zMBpHIviiLPPrEcyLi42T7ZBERWyixFKXI57yx4DEzs4FUIglTz9+eAp6QNJN8Q0RJzyFLfVFIq3Ua+5Bt1ztT0hE8FYnmALOSm2tm1mcG7PbUB8lWhe8n6YvAS4F3FC3cakzjN4BTyHZb/GTN8Q3A+8q20sysH4lS24j0vIj4mqSbgReTfbR3R8T6ouWb3p6KiC9ExCuBUyLilTWPxRFx+fibPnhmP/ew9m/qlEcfqa6uBJs2bausrl5f3PfYlgoX920sP9z48woX993zWG//3jZTYsPCnifp2oh4KCKujoirImK9pGuLli8ye+o7ki4Enh0Rx0taCLwkIi5MbnUf2Lmj/C/A5jsTF/ftTMj4N3c3SFiAmCJlkd7s2WkL7iLhM80amZZULkVKXoXkxX0Jde01Un6h3j4zt5avCJiWkIXv4Dl7JNU1JTHjX6cMQk9D0gyyoYV5+cLt2iGHZxc9T5GB8M+Tbdc7dtIfA39SvKlmZv1LBXsZRbdGn0B/QDbV9rD8v2OPK4CmuTbqFelpzIuIyyT9FUBEbJdUKJG5mdkgKJEjvGcHwiPiU8CnJP1RmaRL9YoEjU2S9uCp6VkvBnp7tzwzsw7ql/GKIiLinDzZ0kKyfBpjxy8pUr5I0PhTYDnwHEnfIcva96aEtpqZ9Z1Bmz0l6WzgGLKgsQI4HrgB6EzQiIhbJP0acCjZtbs7IqqbGmNmNsEGqadB9kf/C4BbI+IdkvYGPle0cNugIenNwFcj4g5Jfw28SNLfRsQtyU2u2AOb753oJphZH+u1noaklwMnk32HL4yIXy1RfEtE7JS0PU+mtxY4uGjhIrOnPhARj+VJyX8D+AJwfokGmpn1NSkKPYqdSxdJWitpVd3x4yTdLWm1pLNanSMiro+IM8g2GfxCyY+zUtKuZCkvbgZuAf6naOEiYxpjM6V+Ezg/Iq6Q9MGSjew7SfmDUtcKpFSWkEwJqHBtRyXVDLSUWyIpZaYMpf0uTR0uv0Xf1KG0hYRDE7gdoFQqCVMRFwPnUjOGIGmYbNrrsWS7zt4kaTkwDCypK39qRKzNfz4J+L2iFUsSsCQiHgEukPRVYE5E3Fb0HEWCxgOS/hl4DfCxfIfbPtrQ0cxsfDr5hRcR10k6sO7wUcDqiLgHQNKlwOKIWAI0zHUhaX+yKb4bStQdkr4MHJk/v7ds+5teC0kH5T/+LtnivuPy6LQ78OdlKzIz60djmfsK3p6aJ2llzaPomo35wP01z0fzY62cRrb4uqzvSfqVhHJA657Gl8ii0ZUR8eqxgxHxIPBgaoVmZv2mRE9jG9kYwZURcWWJKhqNtbe8JxYRZ5c4f61XAn8g6T5gU153RMTzixRuFTSG8vm8h0j60/oXI+KTDcqYmQ2cCrZGHwX2q3m+L7Am4TxFHD+ewq0C6AnAVrLAskuDR0vNZgjUvC5Jn85nCtwm6UXlm29m1l2ikiRMNwELJB0kaRrZ9+/yDn8UACLivkaPouVb9TSOi4iPSZoeER9OaNvF1M0QqHM8sCB/HE02jffohHrMzLoqZcfh5ufSMrIV2fMkjQJnR8SFks4kGz8eBi6KiDs6V2vntAoa7wA+Bfw2UDpoNJkhUGsxcElk+25/T9Kukp6Vj5mYmfWModbDC7Xa3p6KiBObHF9Btq1HT2sVNO6SdC+wp6TaObylBk1aaDZb4BlBI5+BcDrA/vvvP85qzcyKk0r1NOZKWkr5gfC+0TRoRMSJeZ7wa4DXd6HuwrMFImIpsBRg0aJFpVfZbN+5vWyRpMRDyQvuelzKx0q6fvT+okAl3KcYVtrvxfBQVYv70i76jOEiy7yebupQ+TK9oMS/es9ujS7pMVrMyIqIOUXO0/JfMCJ+Julo4Jfyyv4vItLSfD1TlbMFzMySlQjGPdvTiIhdACR9GPgZ8C9k8fBkCkxuGtM0aEiaAvw92djGT8lmWu0r6fPA+zuw0+1y4Mx85ePRZBHa4xlm1lNElNlGpGd7GjV+IyJqJx2dL+n7wMeLFG415fYTZKu/D46IIyPiCOA5wK7AP7Q7cT5D4EbgUEmjkk6TdIakM/K3rADuAVaTbZz1h0UabGZWNRV89Ikdkk6WNCxpSNLJPLXHYFutbk+9Djgkam5OR8QGSe8EfgS8u9WJm80QqHk9gHcVbaiZ2UQpsbivZ29P1TiJbGbsp8iGHb6THyukVdCIaDCaGRE7VOIKmpn1M1FqG5Gevz2Vb1K4OLV8q6Bxp6S31+eNlfRWsp6GmdmkkDJrrldJ2hP4feBAamJARJxapHyroPEu4HJJp5Il6gjgV4CZwBsS22tm1ncGJ2QAcAVwPfDflBjLGNNqncYDwNGSXgUcTnbdvhIR1yY2dODNOHwhW++4s5rKHn0E5u5aTV0JNm3cxsjsqRXV9QQjs6dVUleKR7cMM3dm6f9vJlm3eTp7znq8VJnRTTPZd2RLl1r0dPdt/BkHzN6nkro6RRJDxXsa/TCmMSsi/jK1cNuVNhHxDeAbqRX0gqq6lpUFDEgPGAmr51IW6s3epbov8VkjU5MXE1Zht1nlF5dC2l+3e4+UX0a1X2LAmDE8XLrMXjP2TFrAOdG3h1T8X6PnxzSAqyS9Nt+2pDRn4DMza2NsK5F2jz7xbrLAsUXSBkmPSSqc/a8/1/SbmVVoaIBGNcZWhqdy0DAza0H0VS+iLUmvaHQ8Iq4rUt5Bw8ysjQEbCP/zmp9nAEeRzZB9VZHCDhpmZm0M0kB4RDwtq6Ck/Si47xQ4aJiZtTVIt6caGAWeW/TNDhpmZi0o/9+gkHQOT+XVGAJeCPywaPlJETSmaAA/ZoXrEpLyUSU2r5fXW6RK/Ss1JQlTSkKlaUNpSaKmDZVfp5FqWNXV1ciArU1YWfPzdmBZRHynaOEB/DY1M+sgTfziwnqS9gfOBdYDP46IjxYtGxFfkDQNOCQ/dHeZugcsgJqZdZbIZk8VeRQ6n3SRpLWSVtUdP07S3ZJWSzqrzWkOAa7ONxlcWOrzSMcA/wucB3wG+HGzabiNuKdhZtZGh/sZF5P1Ep7cQVzSMNmX+LFkA9M3SVoODANL6sqfCtwKvF/SW8jStpbxj8CvR8Tded2HAMuAI4sUdtAwM2ujxO2peZJqxwyWRsTS2jdExHWSDqwrdxSwOiLuyeu7FFgcEUvIEuLVt+fPgLPzc30J+HzRBgJTxwJG3p4fSyq8u6iDhplZGyV6GusjYlFCFfOB+2uejwJHN3kvwFeBD0o6Cbi3ZF0rJV3IUz2Uk8kW9xXioGFm1kaJKbepK8IbVdB0KlxErALeVOL8td5Jli/pj/N6ryMb2yjEQcPMrAUhhrs/e2oU2K/m+b7Amk5Xko+dXBgRbwU+mXIOBw0zszZKxIzUbURuAhZIOgh4ADgBOCnhPC1FxA5Je0qaFhFPpJxjUgSNaUPVZJDrC5G2kKt8NYO3SA/S5utLadci5Y/b4YS6hofSZt5XuUp6ytDEflV18vaUpGXAMWSD5qNkA9oXSjoTuIZsxtRFEXHH+Fve0L3Ad/LZWZvGDkZEoZ7HpAgaZmapSiZYatvTiIgTmxxfASRl0ytpTf4YAkrn1nDQMDNro4KB8MpExIfGU95Bw8ysjQrGNCoj6UqeOTPrUbI9qf45Ilommvc2ImZmLQgYRoUe5D0NSXNRnIEAAA8FSURBVL/V5rQT6R5gI/DZ/LEB+DnZ1iSfbVfYPQ0zszZKTIDo+Z4GcERE1O41daWk6yLiFZLaDr67p2Fm1pJKPPrCnvkuucCTO+bumT9tOw3XPQ0zszZKhIOeHwgH3gvcIOn/yD7aQcAfShoBvtCusINGB804fCFb77izmso2PApz5lZTV4JNm7YxMlLN+phNG59gZPa0SupK8fCmaew+krSOqrQ1m2by7JEtpcrct3E6B8x+vEsterpHn/gFc6ftVkldnTRIt6ciYoWkBcBhZEHjR9nheBz4p3blJ0XQmD11pJJ6KgsYUGnASMmmNzvxSzylrpHZ06tMZFjavMSAMSUho978kgEDYL+R7aTcWonmWyM1teu03UuXARjWRN9J75tbT21JuijPw/HD/PkIsBx4dZHyE/0vYWbW0wQMoUIP+mP21AOSzgeQtBvwdeBfixaeFD0NM7NxGazbUx+Q9DFJF5AlXvpoRPxn0fIOGmZmbQzCzSlJb6x5+j/AB/L/hqQ3RsTlRc7T1aAh6TjgU2QbcH2uPvl5nqv2CuAn+aHLI+LD3WyTmVk5fTWdtpX6W2a3AlPz4wFMbNBolvM2IupHi6+PiGekMzQz6xVV7ujbLRHxjk6cp5sD4U/mvM33bb8UWNzF+szMOk/ZlNsiD/pgIFzSFyTtWvN8N0kXFS3fzdtTRXPevkTSD8m26v2zLu4hb2aWpERPo+cHwoHnR8QjY08i4heSjihauJs9jSI5b28BDoiIFwDnAF9ueCLpdEkrJa1ct25dh5vZOTMOX1hdZRsera6uBBs3VrOYDWDTxmoWpqVav6m6hYcPbJpZusz9m6qbD/PIEw9XVlenDNwmIjCUT7UFQNLulOhAdPO3pW3O24jYUPPzCkmfkTQvItbXvW8psBRg0aJFpVcUzRguvxAuZZHZ43feVbpMsh5eDQ4wMjItacFdSpnZu0wvX6hCe++SFtSmDpW/GPNnlV/cN39kJylfedt2ll98OG/G7gTVZI/sqO7nCK/SPwLflfSl/Pmbgb8rWribQaNtzltJ+wA/j4iQdBRZz+ehLrbJzKwkDcRA+JiIuETSzcAryf5aeGODCUpNdS1oRMT2RjlvJZ2Rv34B8CbgnZK2A1uAEyLlT3wzsy7qtaAhaSHwQbI/sq+NiC+1LvF0+XfxOmBGfr79I+KnRcp29WZmo5y3ebAY+/lc4NxutsHMbLxKbFhY5FwXAa8D1kbEc2uOt1zXVud44JyIuF7ScqBw0JD0erJbVM8G1gIHAHcBhxcp772nzMza6uhQ+MXAcU87+1Pr2o4HFgInSloo6XmSrqp77AX8C3CCpE8Ae5T8MB8BXgz8OCIOItuo8DtFC3sbETOzNjp5cyoirpN0YN3hJ9e1AUi6FFgcEUvIeiWNvCsPNoVWctfYFhEPSRqSNBQR35T0saKFHTTMzFrI+hCFw8Y8SStrni/NZ3+2U3RdW9amLOi8DxgBPlG0cblHJM0GrgO+KGktsL1oYQcNM7OWVGbK7Tay9WdlM/cVWdf21AsR9wKpiwgXk008eg9wMjAXKLznn4OGdcWgToIbSrhPIaVdi+GEclOHy6+BSE1wtCPK17V9Z+E/aMddVydVMHeq7bq2TomITfmPOyVdDTxUZtaqB8LNzNooloJpCPJtRBLygz+5rk3SNLJ1bcs7+hmkF0v6lqTLJR0haRWwCvh5PnOrEAcNM7NW8rtTRR4U2LBQ0jLgRuBQSaOSTouI7cDYura7gMu6sA/fucDfA8uAbwC/FxH7AK8AlhQ9iW9PmZm11bkNCyPixCbHn7GurcOmRMTXACR9OCK+l9f7ozLrUNzTMDNrQwX/R29vjV47MFS/SVnhMQ33NMzMWqgJCEX08tboL5C0gazbNDP/mfz5jKIncdAwM2ujxO2buZKWUn7KbddFxHAnzuOgYWbWxoD0NDrCYxodNH3hL1dXWY8nYdq8eVtldW18rLeTMK19rHDPf9zu3zirdJkHt1S3BuKhxx9p/6ZeNGBZmMbDPY0mUna13HpH4S3pxy81CVPCoruUhXojI2nZ6lLq2mVOdV/KKZ41p3xiJIChhMV9B8zeXLrM3jPTvgZ2Jvxb7T59DjtiR+lyOxIXBXZKiZ5Gz96e6hQHDTOzNnx76ikOGmZmLUyiO0+FOGiYmbUklLg/1yDylTAza6PEOHgvL+7rCPc0zMzaKT4xxmMaZmaTXYmB8IHnoGFm1oZDxlM8ptFBMw5fWF1lPb64b9OmJyqr67ENWyurK8WDG2ZWVtd9CYv7fr6lujUQDz++of2besxYuteCGxYOPPc0OqgvFvdVJHVxX4rZu0yvLFNgSha+Z81JC2opi/sO3mVT+zfVmTe9un+rXafNZmdCFr5tE7m4TxqIvac6xUHDzKwNL+57im9PmZlZYe5pmJm1kbIX3aBy0DAza2OyDHIX4aBhZtaC6L2ehqSDgfcDcyPiTfmxEeAzwBPAtyLii92o22MaZmYtFZ1wWyywSLpI0lpJq+qOHyfpbkmrJZ3V6hwRcU9EnFZ3+I3AlyLi94HXl/mEZbinYWbWRof7GRcD5wKXPHl+aRg4DzgWGAVukrQcGAaW1JU/NSLWNjjvvsDt+c/lk5YU5KAx2fRYN7teRcstKpWy3gLSvqhSyqTm7Uu5zx+kXYuUxE2dVOKzzpO0sub50ohYWvuGiLhO0oF15Y4CVkfEPQCSLgUWR8QS4HUF6x4lCxw/oIt3kXx7ysysHanYA7YBtwAfiohF9QGjhfnA/TXPR/NjTZqjPSRdABwh6a/yw5cDvyPpfKBrCwvd0zAza6FkEqbUxX2NqmjaLYuIh4Az6o5tAt6RUHcp7mmYmbUhDRV6kJ5PYxTYr+b5vsCaTrW/k9zTMDNro4Kexk3AAkkHAQ8AJwAnJZyn67ra02g3hUyZT+ev3ybpRd1sj5lZeaWm3LbtaUhaBtwIHCppVNJpEbEdOBO4BrgLuCwi7qji05XVtZ5GsylkEVG7FezxwIL8cTRwfv5fM7Oe0ckV4RFxYpPjK4AVHauoS7p5e6rhFDKgNmgsBi6JbF/r70naVdKzIuLBLrbLzKy4ciPhA7/LbTeDRqMpZPW9iGbTzJ4WNCSdDoz9Qzxev5Kyi+YC48l2VKZ8kfe2ek+z1xodrz9W/3wesH7sSUo2iBIXbbJc40bHnnadu2w817ls2Xbvr/IaH9qiHYXcevMPrpk1Zbd5Bd9e1b/nxImIrjyANwOfq3n+NuCcuvdcDbys5vm1wJFtzruyW21uUNfSqsoXeW+r9zR7rdHx+mMNnvsad/ga9/N1Llu23fsH9RpPlkc3B8KLTCHr9Wlm410gU6Z8kfe2ek+z1xodrz82kRnGJss1Llp/t4yn7rJl271/UK/xpKA8Gnf+xNIU4MfAq8mmkN0EnBQ1MwIk/SbZjIHXkt26+nREHNXmvCsjYlFXGm2Ar3FVfJ27z9e487o2phER2yWNTSEbBi6KiDsknZG/fgHZTIHXAquBzRRbzVh0Wb6l8zWuhq9z9/kad1jXehpmZjZ4vI2ImZkV5qBhZmaFOWiYmVlhAxU0JB0s6UJJX5rotgwSSSOSviDps5JOnuj2DCL/7lZD0m/nv8dXSPr1iW5PP+qZoNHFvLnWQMnrXUnu4UFT5hr7dzddyev85fz3+BTgLRPQ3L7XM0GDLG/ucbUHajY9PB5YCJwoaaGk50m6qu6xV/VN7msXU/B6ky26HNvuZWLzbvaXiyl+jS3dxZS/zn+dv24l9Uw+jehe3lxroMz1pqLcw4Om5DW+E0tS5jpLugv4KPCViLil0oYOiF7/AuhE3lwrrtn1riT38CTR8Br7d7fjmv0u/xHwGuBNYwuNrZye6Wk0Me68uVZKw+sdFeUeniSaXWP/7nZWs+v8aeDTVTdmkPR6T6PXNzQcNL7e3edrXA1f5y7p9aDxZN5cSdPI8uYun+A2DTJf7+7zNa6Gr3OX9EzQ6Pe8uf3G17v7fI2r4etcLW9YaGZmhfVMT8PMzHqfg4aZmRXmoGFmZoU5aJiZWWEOGmZmVpiDhpmZFeagYR0jaYekH9Q8Wm5lXyVJX8pzVnw/b9tPJa2raeuBTcr9raSP1B1bJOm2/OdrJc3t/icw6w1ep2EdI2ljRMzu8Dmn5Au1xnOOw4G/jYg31Bw7BVgUEWcWKPtfEXFIzbF/AB6KiCWSTgPmRcTHxtNGs37hnoZ1naR7JX1I0i2Sbpd0WH58JE+gc5OkWyUtzo+fIuk/JF0JfE3SkKTPSLojz52yQtKbJL1a0n/V1HOspMsbNOFk4IoC7Txe0o15O/9d0ki+inirpCPz9wh4M3BpXuwK4KTxXB+zfuKgYZ00s+72VG1mtPUR8SLgfODP8mPvB74REb8CvBL4hKSR/LWXAP8vIl5FljnwQOB5wO/lrwF8A/hlSXvmz98BfL5Bu14K3Nyq4XkSr7OAV+ftvA14d/7yMrK9i8bOtSYifgIQEeuBXSTt2ur8ZoOi17dGt/6yJSJe2OS1sR7AzWRBAODXgddLGgsiM4D985+/HhEP5z+/DPiPiNgJ/EzSNyHb51rSvwBvlfR5smDy9gZ1PwtY16btv0qW4e27WWeCacAN+WvLgG9L+guy4LGsruy6vI5H2tRh1vccNKwqj+f/3cFTv3cCfici7q59o6SjgU21h1qc9/NkiaG2kgWWRuMfW8gCUisCvhoRb6t/ISLulbQGeDnwBuDIurfMyOswG3i+PWUT6Rrgj/JxAiQd0eR9N5BlDhyStDdwzNgLEbGGLE/CX5Plim7kLuCX2rTlu8CvSTo4b8uIpAU1ry8jS95zV0T8bOygpCFgHk/PEmc2sBw0rJPqxzQ+2ub9HwGmArdJWpU/b+Q/yZLqrAL+Gfg+8GjN618E7o+IZnm2r6Ym0DQSET8HTgP+XdIPyYLIITVvuQx4Lk8NgI85CrghIna0Or/ZoPCUW+sLkmZHxEZJewD/A7x07C9+SecCt0bEhU3KzgS+mZfp6Je7pPPIcjV8u5PnNetVHtOwfnFVPkNpGvCRmoBxM9n4x3ubFYyILZLOBuYDP+1wu251wLDJxD0NMzMrzGMaZmZWmIOGmZkV5qBhZmaFOWiYmVlhDhpmZlaYg4aZmRX2/wF/pYXYAW3/bQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "obs.bkg.to_2d().plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercises\n", "\n", "- Find the `OBS_ID` for the runs of the Crab nebula\n", "- Compute the expected number of background events in the whole FOV for `OBS_ID=20136` in the 1 TeV to 3 TeV energy band, from the background IRF." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Next steps\n", "\n", "Now you know how to access and work with H.E.S.S. data. All other tutorials and documentation apply to H.E.S.S. and CTA or any other IACT that provides DL3 data and IRFs in the standard format." ] } ], "metadata": { "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": "3.7.0" }, "nbsphinx": { "orphan": true } }, "nbformat": 4, "nbformat_minor": 4 }