{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# OpenBB Tools" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting Started" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Install dependencies" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!pip install openbb\n", "!pip install openbb-charting\n", "\n", "!pip install pydantic==2.5\n", "\n", "!pip install langchain\n", "!pip install langchain_community\n", "!pip install langchain_openai\n", "# need to restart runtime after installing pydantic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Set the OpenAI API Key" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.environ['OPENAI_API_KEY'] = \"your-api-key" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Import packages" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from openbb import obb" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Login" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "obb.account.login(pat=\"PAT\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OpenBB tool pre-requisites" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Callable" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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openhighlowclosevolumevwaptransactions
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F9Jg7u3ZOdesxd1oD3iCgc2Bv6KIF5lCsPJStBStm5nsxOgd2Te7uY+6KFivG2vVbePqpx/ly8iTzAHPn/0n9+g24rnkT/l76l/nvSpcuw4bN21kwfx6hYWGX/Hnbm29wXahGWFZAYZJlW6PCnCagMMlpHfee+SpM8p5eaibpArqQ1kqwu4AupO3eQefWrzDJub23+8wVJtm9g6pf58BaAx4TqNEUGt0JnzzjsV1md0c6B3Yt5W6YtHLNBn78fhoZ33P06eeTuf2OO+n00AN8PXWKeVDjPUlz5/3Be++Oo0SJEpf8ee9ePVwXqhGWFVCYZNnWqDCnCShMclrHvWe+CpO8p5eaicIkrQHvENCFtHf00YmzUJjkxK57x5wVJnlHH50+C/1CldNXgIfmrzDJQ5B5sxt3wqSvv/uBxIQE7utw17li+g8YxOxfZzHzlzm8M3YMffv0Mn/Ws1cfBr48hHZtbyQpKemSP5/329y8mZz2mi8CCpPyhVkHkYBrAYVJro00wpoCCpOs2RdVlXMBXUjn3E5bWkNAYZI1+qAq3BdQmOS+mbawhoDCJGv0QVXkTkDnwLnz09ZnBDKGSaER4OMDscfyhUfnwK6ZsxsmvfHmcB557HF+mv6DuVPjfVQVK1Y2/7/Rf65i3catREREUqZkUfPnfy9fzanYWJo3bWT+s6ufu65UI6wqoDDJqp1RXY4TUJjkuJZ7zYQVJnlNKzWRMwK6kNZSsLuALqTt3kHn1q8wybm9t/vMCzRMuro9HD8IG363O6PqL2ABnQMXcAPsfPiiZeHK1jBvIrzyO5StDY+Vh4a3QkAQ/PxOvsxO58CumbMTJt12e3s+m/hFpjvr/vijfDrhY4pFR/PnoqUEB4dwYP8+/Pz8uKXNjezdu8fcztXPXVeqEVYVUJhk1c6oLscJKExyXMu9ZsIKk7ymlZqIwiStAS8R0IW0lzTSgdNQmOTApnvJlAs0TLqtN8T8A39+5SWamkZBCShMKih5Lzjua0vgsoYwdTAc3ZP+zqTBraHnFAgMhtfbZTnJSgSzndMeQdA5sGvG7IRJrvdyfoQRGqUkJ3P06NFMN3P1c3eOpbHWEFCYZI0+qAoJoDBJi8CuAgqT7No51Z2VgC6ktTbsLqALabt30Ln1K0xybu/tPnOFSXbvoOo3BHQOrHWQY4HXFkKVRvD1K7BiZnqY9OmzMGIdBATCk9UgJemi3fsC31GHW1md40Nn3FDnwK4ZPR0muT6iRnibgMIkb+uo5mNbAYVJtm2d4wtXmOT4JeB1ALqQ9rqWOm5CupB2XMu9ZsIKk7ymlY6biN3DpEcpzQpOsZgTjuudJnxeQOfAWg05Fhg0F2q1gCmDYNWv6WHSJ89AnevBLyA9YDr7KVwMHn4HFk+h9J/f8CV1uJM1pACNCecHDue4DJ0Du6ZTmOTaSCMuLaAwSStEAhYRUJhkkUaoDLcFFCa5TaYNLC6gC2mLN0jluRTQhbRLIg2wqIDCJIs2RmW5FLB7mNSH8iziOPM5DpXrwe71EFIY6t8CS6YRfeoEzYjka2JcWmiAfQV0Dmzf3hV45VmFSRkKq0oIR0jmcJtu0GkU7NvEe0+1ow1F+ZYYRrOH7pShB1tyPB2dA7umU5jk2kgjFCZpDUjAFgIKk2zRJhWZiYDCJC0LbxPQhbS3ddR589GFtPN67i0zVpjkLZ103jysEiYZodD3HGIDcW41YQAVWMgJfuEo9JoCn/aGB16Bq++E+Z/zxDv96UAJ2rOWQ1z8qCq3DqbBlhXQObBlW2P9wjKGSSt/Sb8zaUKvC+oezmX8yXGm3tQBOr8Ne9czpset3E40X3KQqcTwFGW4n/U5nq+dzoGfpixj2E0QvlQn1Lw7ND8+CpPyQ9m7j6E7k7y7v5qdjQQUJtmoWSr1AgGFSVoQ3iagC2lv66jz5mOnC2nndUczvpSAwiStD7sKWCVMeo3KTOIAq4nNNmU1QviYGhwhkdtDdpEycE76e0+SEuCx9+Dth1i4+ijlCKEvW5nIgWzvWwPtJaBzYHv1K1+rbdERThyEZT9lftiMYdJXAy8aU4lgfqau+edME9/VpPT8Cr57nTFbjp4LkyoTRBVC6MeOHD/qzk7nwN9ThztYTSmC6E8FHmVTvrRUYVK+MHv1QRQmeXV7NTk7CShMslO3VGtGAYVJWg/eJqALaW/rqPPmY6cLaed1RzNWmKQ14I0CtgyTqjcGP3+arVvJ21QlgTQatWlKSueRsHcT9KgFr/wBzzdiPNXNd5l0YD0r8+m3571xnVh9TjoHtnqHCqi+srXgpVmQlAh96kHs0YsLcREmGRuMoar5OM2JHDy3/RiqnAuT6hJGLQrlKrS2/DlwxxHw8zgi9m3jJ+pyO6sIwl9hUgEtbR02ZwIKk3Lmpq0k4HEBhUkeJ9UO80lAYVI+Qesw+SagC+l8o9aB8kjA8hfSeTRv7db+Arozyf49dOoMCixM8g+EJz6Gw7sJnPgCE9OqM4WDfMUh161o2RkCgmj286TzYdLNjUnpMhr+WQXPXglN74cFEwnHD+OL3t85wbWEU45gJmX4Qtj1wTTCDgI6B7ZDlwqgxioNYcCvkJIET9eC4+fDoHPVDPwNajWHL19Mv7Mxk88F72Y78/OPqc71FOFHDlOLUPPOpOfYaobXxp8zHdnAYZKzPWlLngM3+y/s2wLH9sOodbDyV4YPfYa7KcbPHCOG07Qj2ny83yo37irNNsq/BurOpJzKabuzAgqTtBYkYBEBhUkWaYTKcFtAYZLbZNrA4gK6kLZ4g1SeSwFLXki7rFoDJAAKk7QK7CpQYGGS8SWv8Vi6lGTaP1afYfHRHCCJa1jGACryBjvxx4c7iOZT9l/I6ypM6nXFRe0IxZcFXIXx//9jA39x0q4tU92ZCOgcWMsiCB+iCGA/iVD7OihdDbYvg77TIDUZ+jQ4HyaFRkDLTrD4GwgIhnbPwkdPQnJCppCZhUnPU4H/UZwP2MddRFOeYPqzjScoi1HLI2wy3+eW3Y8lz4Hvfgm2LYM1c+H1JfDzO4yd+TPtKMo8jhOJH1dQiJf5x3xMaSh+efpuOoVJ2V1NGpeVgMIkrQ0JWERAYZJFGqEy3BZQmOQ2mTawuIAupC3eIJXnUsCSF9Iuq9YACShM0hqwmUCJyhASDjtWUKBhUr8Z5pe87bs35o34aPaRyLUs50tq04UNZvAzlMvoxAYoVAQiS8KRPTBoHvgH0OyFm3g7voT5mLvGgRtIGjwPvhwAy6Zf1JAwfJnLVeaXvI+5+SWvzbrryHJ1DuzItoOPD5SsAvs28yLluJGi3Md6drfuDBXrwpzx8PwPZmhN73rnw6RH3oEbHoP18+Gl5i7xulCKVZy6IIQ2wu6i+Jt3H7UknCcox4Os49ds/DljPJ7zObYRT4oZPf1DApY8Bz4bJv39Izw5Ab4dSufdh+lFOT5gL7f9f9hfmRBe5R8Ok0RjIujJVpeeOR2gMCmnctrurIDCJK0FCVhEQGGSRRqhMtwWUJjkNpk2sLiALqQt3iCV51LAkhfSLqvWAAkoTNIasJnAXf3BCJTGdsqfMOmau+Hm7vDyDXDVzVChDqz4+dwdA+17tDgXJvVhK29ThVHsZiZHz4dJNZpCozthxhh4Yzn4+dDsmWt5OybADJOasIzEJh1gxUyIPaYwyWZLMrfl6hw4t4I23d54XKbxzqN+TZjLlVQliO6hMXw3Yj4EBsOwu+CB1+HkYRh2JySdTp9o59Fw85OwahYMbp3ryRuPuOtOGfqxjT+oRyA+dGFjpncmtaUob1GZCew338E0lqq0Zy2B4VFElSjH7s0rc12Px3bw8NuwbTnM+ehcmOS7ex1B+JJAKq9QwXzMnRGijaAqhfDjcTazJI/u/FSY5LHOOnZHCpMc23pN3GoCCpOs1hHVk10BhUnZldI4uwjoQtounVKdWQkoTNLasKuAHnNn1845sO7w4jB6A/gFULL/9UzdDUdJ4u7klZwmNW9A3v0HipWHcV3gpu4QWQLGdoTuE9LvTOrRgjfjo83HU83iCA9TitkcpTfbzodJ978KDdrBK21g4Fzw86VZv7a8d7Sw+aXmf/ibRNKyrF93JuVNa62yV50DW6UT+VxHhjBpNldQnRCeCDvEtDF/QkBIeoBdpjoc3QsrZ50v7qG34JaeYNxx83q7XBedMUxaTH3zDkjjcZotiSCGZN5n37ljvEplHqS4+Y6h3ZymKRGMZi+fh5+2VphU6Sro9xMkxIHx6FDjn4130sUdPzcX466q/lSgO5v507wjy4+n2cxcLg70c40MKEzyhKKz96Ewydn91+wtJKAwyULNUCluCShMcotLg20goAtpGzRJJV5SQGGSFohdBRQm2bVzDqzbCJNGrAa/QOr1a834/b4kp6VyQ+pyjrrxsni35MZsglJV4b1H4dbeYLyv5KPu6XcHGGHS080YHl+cIyTzHTE8QmkzVNrFae6kOE+xidnjVoBR+5AbodzlEBhIs+kTGE8NMwSrx1KFSW41xbsG6xzYu/qZ7dnc/SK06wOfPcvsWYvNMOkZtjLlsopQKApW/nLhrp7/EX6fDJXrpYdJy36E13IfJhmP5KxAMOuJ4zFKUpfCvMNeplCLFHxoyXIO3D8Qlv5A1KYlTOVyerCF56hAMyJ4mz28HR5rrTCpVnMwvIz3SHWvkukdnwqTsr1SNdAiAgqTLNIIlSEBhUlaA3YVUJhk186p7qwEdCGttWF3AYVJdu+gc+tXmOTc3ttu5kYg88Zf6WHSwFv5bJ8fSWmpXJe2jOIEmr8pH+vpO5RGrIFyteHtjpCWlv6Yu2+HwsvzIPYoJQfezBfJlfmNY+aRz4ZJZQmmJsGMYy+vXlkbGraDD544R+4HvE81FnPygt/8z6wnxp1JC8/cMdCRDZk+fsp2vVTB5wR0DmztxRCJP8mkcYoUzxb60iyo0woWTGT26DfPh0nEXHycQkXh3R2wag7M/wy6fQjfvwVfD/ZoTVdRyHyP0O8c40cu5zRptK5dhPi+38GRXdCjthk8GWH5FGrzHwrzLnsZGX7KemFSzy8hORF61c00TArBl8sJYwWnWEw98/F3xl1KujPJo0tKO/OggMIkD2JqVxLIjYDCpNzoaduCFFCYVJD6OnZeCOhCOi9Utc/8FFCYlJ/aOpYnBRQmeVJT+8pTgX+FSV/u9SPJeOdQ2t+8SAU+YB8biDtXghHCXEMEv3I052VlDJOM9xkZYdLUIXDljenvMtm6lNeozCQOcAfFzoVJSzhOJ0rxMJvMR0Jl9ulGaZaZX2SeuGR9wfhiPAYrBB8eYiOrs9hfziepLQtSQOfABanv+thPUIbtxPMTR1wPdmdEr6np71Kb9R5L3n+f0gSm35mUWZhk7PeRd+HXD2Db3zBwDgy9DeJPunNEt8YWxo9U0oi95k7oMQlOHYEuJc7t42tq0fDMXUyjrXhnkosw6exEAvBhBQ3MMKkrGxUmubVKNDg/BRQm5ae2jiWBSwgoTNLysKuAwiS7dk51ZyWgC2mtDbsLKEyyewedW7/CJOf23nYzzxAmBb5+K5N3p7KbBJ5JWMObXHZRmFSKQAZTiYfZmPOpZgyTlv0EwYXg4PYL9me8sN64c+FVKvEAJVnEcbqyic6UYji7cn7sDFveSzR1KcQLbKc5kZwk2Qyi9LG/gM6Brd3D/AiTPnj/LTP47sB61mYVFudzmHSuK37+0G8mzP8cfvvk3L+uYt55WY12rMY/PMpadyaVrALPfQ8nDsOQ1pAYn+UiM76gf5PK1CSUB9hAGD7mXab7SPLowszJO5OKFivGqZMnSUhIuKiWKlWrmf9uy+ZNmdZZLDoafz9/9u8//84rj05IO8t3AYVJ+U6uA0ogcwGFSVoZdhVQmGTXzqnurAR0Ia21YXcBhUl276Bz61eY5Nze227mRpj05lLwCzJfPN83JoGtabFMPbGFt86GSZER8PgHMKE3pfZszX2YNGB2+jtK3rgD1v52SbL7iDafnQWZAAAgAElEQVTvkJrMAYZ4KEQ6e8CrCacqIXzOAbpSioMkMY1DtmuhCr5YQOfAFlkVYZHp70fb8tcFBbkTJl1BIRoTbr5zyOUnw51J/u93w3h30YlLPUqvoMIkYyIPj4XfJsCWJeemZTz+722q8l/WY5lz4LK1IDgsvYchhSEl+ZJB0tnJVCaYSoSwmlP8SB3zjqy2rCGWFJJI9cgDDt0JkypUqMioMeO4ruX1XNv4P6xatfKc+3+ubsS306YTG3vKDJrKlivPfffcyezZs8wxFStWYvbcBSQlJ5GSkkJoSCjXNW/Cjh0X/hKEy/WpAZYTUJhkuZaoIKcKKExyauftP2+FSfbvoWZwoYAupLUi7C5gmQtpu0Oq/nwXUJiU7+Q6YE4FAoLBCHcKF4H+zSkTEUV8/EkiDx1hOnXM9w91fLwvXNcRVs/mqpdvN+8Wasca886hTD83Pp7+BenWpZn/PCQcwovBgW0uq/YFvqI2ndlw6S+FXe4p6wFF8WcKtcx3Q93DOuI9/Y6oXNSmTXMmoHPgnLl5fKvmD0GrLvBya25ICqYIAfzAYYzHue0n0Xxkpau3JjUinBuIYjD/XFjeZf+BI7vhaIaQKUOYxPuPuZ5OxjCpWHk4vBvSjHto8uGTSZhk/HlXkkD2kmiNMCkwFAbMgrAI6N8CTrofthuPvJtGbfPxqXeyjn5UYAaHWULuHyeY3TApODiYkaPH0vTaZpQvX4Gm1zQ8FyYFBQXxz+4DHDx4gLq1q5uNn/Pb79Sr34Aqlctx/Ngxtu/cx+n4ePOfjc/aDVuIiIikbKli+bBQdIi8FFCYlJe62rcE3BBQmOQGloZaSkBhkqXaoWI8IKALaQ8gahcFKqAwqUD5dfBcCChMygWeNs1/AePOASPg2fY3JcpXJyH+FH4xB5nHFfzKYXo80hdueBSWTeeX116gJiEMZRdvZ3WnwH9fh5WzzPCJy6+DzUvSf5O9TktY9avb8+tAcb4lhsSswiu393jhBuUJ4mfqmr8tfy0rOO7y6+1cHlCb57mAzoHznDh7B3hvF0SVpujwB/ht0RaMx1d2YqN5980RkriZ1WbIcNHHxzf98ZfxJ2hGhBkm9WfH+WGlq8GgubB/O7zU7HwA5G6YlL1Z5M2o+4bAwqmwY0Wm+7fEOXBUKRi5Hnz9YUDz9HdL5eDzICXMPn/BQfOO1584zGyO5WBPF26S3TDp7FYffPgJHe67/4Iw6e57OvDRx5/x+WcTePyxrubQtrfcyuQvp/LVl1/w15JFvPnWSAa+9CLD33rD/Pkjj3Zj2PBRtGrZjCWLF+V6HtpBwQkoTCo4ex1ZAhcIKEzSgrCrgMIku3ZOdWcloAtprQ27C1jiQtruiKq/QAQUJhUIuw7qAYGzYdKxmD3nH3PXeSjc3B2WfMsvbw4yw6Q32cVo9mR+xLNh0tq58MIMGP8UGF8YG3dA9akPxw96oFLP7qIv5ThAEp+w37M71t4KREDnwAXAft8r8ONwOHn4/MHf3grFylN05P+Yt2gL/vhwL+soSoAZDxt3N35OTRZxgsfZfH67omWhyxjzUZjfUotSBJkh1Hri0sfUvwV6fw0JcdCpGKSeub/JTmGSixZZ4hzYCJNeXwK+AfBa21yHSRuJ42OqEUMyN7Aqx4v0M2rwHnt5f+Wf3NyuLf/s/Ndda1nsObMw6fkX+vN8v/58OXkSXR/uaG5ZpkxZ1m/axsYN6zl8+DCNmzSlZYumLP0r/ZGENWrWZMnSlYwZNYJ+L/TN8Ty0YcELKEwq+B6oAgmYAgqTtBDsKqAwya6dU91ZCehCWmvD7gKWuJC2O6LqLxABhUkFwq6DekAgY5hUmkAOk0RC59HnwqQGbz7IYCpzq3lHQRafs2HSwe0wehP8PgmiK0DNZrBwCgy/xwOVahcSyFpA58AFsDr6ToP3uxF+dD+NiWAux0gYtQ6iK+P7TifeWLCI4gTyMBvP3WV4F9EMozK7SaQpy81gyfj56eu7wB19YUALlh4uSSg+PMUWfuVo+sTqtYEeX0FSLHQtfT5M6v0tNLwdZn8A7z1SAAieO6QlzoGNMOm1xel3Jr3eLtdhknE32kiqEkcqDcjiMaguCG+kCG9QiV0kUHnlF7kOkypVqszKNRvYtHEDDerVNY9evHgJtmzfxfbt20hJTqZK1WrUrFaZPXt2mz+PiooyH423cuUK8/1L+thXwOvCpCpXaUHadzk6u3L/gECCQgsRe/yIsyE0e9sJBAaH4ufnT3zsCY/VnpSUQEBAkMf2px1JwB2B8CIlOHk0hrT8eva3O8VprASyIeAfEERQSBixJwr+nCI1LRVf47Er+kggGwKBwWH4+vlx2oPnFNk4rIZIINsCqcGFSClSjoC96y/YJiQsgpSUJBJPn7kDADh+R3/iGt9H0Lo5FB/fndLJPuwMSMM/DQLTIO5ffzSeaNuToI1/ErRlEUcfGkP4tFdJLFObE3e8QNSk3gTm8FFJ2Z7cJQYmJyVg/N2iT7pAml+A+f8+KVlGg7ak0jlw/rftSMe3ifh6EK9tPUWTuAC+iEhk8NDvSIksTeRX/bhlwUxKJ/vyWUTCueJuPhXAgEMhHPRN455yJ5mwtzBPlTjFmud/ILlEZQr/PJr54ycTkpZG/2JxfN99tLltkfGPc6TTGII2/E6xP76g49Egfi2UzKqrb+RUkwcJnzWWoE1/5D+CB49ohXPglMLFOPTUV+DnR5GPuhGwZ12OZtj+ZCDJwDG/VAYdCiPeB9qUO56jfbU5FUC/Q6HsDkil2NLxPNj5IeLj4y/Y1+bNm0lKuvjPtMzuTDI23LFzH0WKFqXbow/z+4L5jH3nfZo1b8HPM3+iZq3a5nuWKlcsw6GYGPM4oaGh7I85xq5dO6ldo0qO5qGNrCHgdWFS6SrVrCGrKiTgpoDxhXzhyGgO78/eraZu7l7DJZBnAqGFo/APDOLEYc893iItNQUfX788q1k7lsClBEqUr8bB3Vsx1qE+ErCjgBEkGb+ZeeTALguUbzzT37jk0EcCrgWMdevnH8CJIwdcD9YICeSTQFpACPEPvEboJz1IqncLCdd3pdCbt11w9PCiJUlOTCDu5Jk7AICkGtcS99BIgqcNJWjRV+fGN0gKokViKMPCzo9NDY3i5NAVcGQ34QOakFT/VgKMx90lxhP32IeEjUt/jFBBfXRuDnckFKJ+UiD9isYT++h4SEsh7N2u+CRd+IVsQfXIE8fVObAnFLO/j+SK9Yh99msCFk9l3NihXJ8UwkchJxl2UzuSqjWl0MQ+1D4ZR1SqH38Enr5gxxOOl2R8yDHKpvjzXFwRpgSc5LluL5DU8FZC336Iv5bsJTQNnih2ihmDfzSfmFl4SCsS2vTAf/18Hlu+mh5xUWz1S+S2yL3ZL9riI61wDpwaUZxTz00370wKG/sQfjtz9mi6e04XMsOko74pvHYqmnifNK6Lytm5/a2nwxgUW5RdfslEL5vA3fd14MjRC3/p7ODBg6SkXHz9m1WY9J+rG/HVlG/NQCkxMZG4uDgiIyMZPGgAbW5pR/36DbiueRP+XvqXuWpKly7Dhs3bWTB/Hm1vvsHiK0nlXUrA68KksKjC6rgEbCmgx9zZsm0qGtBj7rQMvE1Aj/jwto46bz6WeMSH89g1Yw8I6DF3HkDULjwvUL4O9PwSXmoBw1dBeHEY8yAsmHjuWBkfc3dBAS/PgyE3Q+L5O5YepiTNiTQfS1WXMHP4X5yC7h/Dilnpj7fTx3ICM7icywimZplYUl5bZH45T996sH+r5WrNaUE6B86pnJvb3fQErJ8Ph/fC64vh0z5EL5nGx9TiDtaQZC6uS3+GUIkJ7Gcz8UylNg+ynvjQwtCgHcz/nGnUpiSBdDTemdTqAfDxgVnvw5nHaTZcvYTPqcFMjvA03rOGLXEOXKgIvLoQAoLh5VawL8N7rVw1NsPPjXdlGZ+WRLr1mDtjO+PXchOCQ+F/b8HJg9z1xdsMS6tkvuOu8MpPc/2Yu8ymsWXbLiKjoihfpjjvvv8Rt99xJ50eeoCvp04xh9dv0JC58/7gvXfH0btXDzckNNRqAgqTrNYR1eNYAYVJjm297SeuMMn2LdQE/iWgC2ktCbsLWOJC2u6Iqr9ABBQmFQi7DupKYOBcqN0C5nwI/sFQuyUMug72bTq3ZZZhUmgExF34WKI1NCQMX55jO09SGh986MA6dv93EKycBatnu6pIP88vASM4vL4zfPs6zYjgGiIYWub/A8CBcyAtDV66VmFSfvXCm47TcTgs/hbWL4Az70wKO7qfj6nJPax1e6YfUp0n2ERChhDqSsKoT2E+Yj+06no+TMqw9w+ozgC2s5dEt49p1Q0K9By4VDVocAv8MBxufByKlIbJL+aaqjVRboVJt1CUcgTxTrUKMGAWJCfRsNvlfBZXmtXEUnvlVx4Pk4a+8RbdnniSN4a+ypCXB9K4SVNm/jKHd8aOoW+fXqZBz159GPjyENq1vZF5v83NtYt2UHACCpMKzl5HlsAFAgqTtCDsKqAwya6dU91ZCShM0tqwu0CBXkjbHU/1F6iAwqQC5dfBsxLoNwOuuAlmjYMPnsh0VJZhUiaj53ElxfDnWbbxKpXMMKk9a9j234EKk6y2CqMrwENvwbC7LgyTXvol/c6kgS0Yuj+NXzjCbI5ZrXq369E5sNtkOdsgY5h0YzdYMImQuJMMohJ98uIuIYVJOeuTu1s99n76Lx683BpOxICf/0W/TODuLo3xRpg0mqrEkUo9lrrcxQVh0vPfm2ESPevw1MlgpnOYH1YudStM+mbaj7Rq1Zo2N7Uy343070/HTl0YNWYcM2dMp8Pd7c/9eN3GrURERFKmZFHz3/29fDWnYmNp3rSRyzlogLUFFCZZuz+qzkECCpMc1Gwvm6rCJC9rqKaDLqS1COwuoDDJ7h10bv0Kk5zbe8vN3Hh3Z9dx8N1QeGg4NLgNZoyCjzN/NI87YZLxxeANRDGOvUynDr740IZVbAvyg+RESLn4BeiW83FKQRnCpGqEUJkQZkYFQf9ZkJZK/f5t+SAumsMkcwM5ey+KlSh1DpxP3Xj6c1j0LSz+On8O2LhD+p1Jf3xxwfG88c6kemElaRNcliGHXYcuHsf/cD+EF4PRD8Lvkz22e+PvjHepRjxp1GaJy/32pAzlCKZnteKk9fkm/e+UZ6+Ck4fNbdetXJPtMMkIklq0aIm/vz8HDxxgxIhhjB0zytxPp84P8/gTT1KufAUeebgT30/79oLaikVH8+eipQQHh3Bg/z78/Py4pc2N7N27x+UcNMDaAgqTrN0fVecgAYVJDmq2l01VYZKXNVTTUZikNWB7AYVJtm+hYyegMMmxrbfMxDtRkkWcYP0ND8JDw9IfQ7V9JdzwGHz+LMz+KNNa3QmTGhFuhkmvs5NxVDHfitGNLdl6T4ploLy5EP9AuPw6WPsbPPA6tH4MHi0PJ2POz7ptD0hJpvXMiW49fsrqbAqT8q5DT1KGZFJ5p2QoDF8DR/ZA9yp5d8Bs7Nkbw6TGoaW4K6AsPY//lQ0BDw8Zuw2iSsG4zh4Nk4rizyRqspxYnmPbJYsuSgALuIoAoE21QmzuMzFXYdKlDvZs7+dYtOjPTO9WyridESqlJCdz9OhRD4NrdwUloDCpoOR1XAn8S0BhkpaEXQUUJtm1c6o7KwFdSGtt2F1AYZLdO+jc+hUmObf3BTrzcpebd5mwex0DqMgMDrPk7mfgnkGw/W/o1xSa3ge/TUgfl8knJ2HSYP7hfkqYYdJEDhQogQ6eQcDo+629YM54+Hs63NXffJydER6d+1SoA6mptN61V2GSFo9LgdIE8gt1ScOH61nBwSpXwrEDcGiny23zcsBrVGYEuziI99wNWaBh0ttbIKo0vNPFo2GSsQa6UZoFHGcNsZdcEv74MJEaGKFSu2qFie8zNc/CpLxcm9q3tQUUJlm7P6rOQQIKkxzUbC+bqsIkL2uopqM7k7QGbC+gMMn2LXTsBBQmObb1+T/xsrXSX46+6tf0O0+Md0rM+eh8mNT+SbjvFVg/H15q7rI+hUnwAhX4nkMuv+x0iVnQA3pMgsb3wcoZ8EqbS1ZjPH5q5Jl3mTTIxrtMCnpqro6vX6hyJZTzn4+hComk0svFnSU5P4K2NATeDKhOQyK4O2k5MR4IyXxJfz2a8T+XnzwMk84eOwAfOlPS/KWHnSSeL6lUVbjmbvjmVS54Z1IuH3Pncs4a4EgBhUmObLsmbUUBhUlW7Ipqyo6AwqTsKGmMnQR0IW2nbqnWzAQUJmld2FVAYZJdO2etugvhxxRq8SX7+YQMjyY7W6ZfALy3E0Ij08OCq+8w31VU7tN+fE0tthDP/e3b51mYZHwJY/zPuMfJm+5MGkIlphLDCk5Za0G4W81j78P1XWHhVzC8wyW3VpjkLq5zxz9ICfNRll9w0LkI+TDzv3waEJnmz9Ns4ieO5PqIxh1Bp0jmMw5SnABOkkK8+ad3Jp98CJN6UIZelDf/nG13z13Q5kn4pAfsWAk3PwnvPHw+TCrqCwPmwKn/f1fSwOshMc4s2p13JuUaUDvwSgGFSV7ZVk3KjgIKk+zYNdVsCChM0jrwNgGFSd7WUefNR2GS83ruLTNWmOQtnSygeVx5IxzeTYddMQzjMrYSTwtWXFyM8U6c93dDYBh88gz8701zTOunGjHqWGHiSKF++xvzLEzKWJDxKCLjS5lDHvgN+gJSP3dYhUlLC7oFuT6+zoFzTQitH4dWXeCN2+HQrnM7VJjkAdts7GKxTwOK5DZMiq4I4cUovXUVn1GTZNK4j3X0oBzTOMTfnMy8knwIk7pTmr5UYDEnuGvQWKjZHOZ+CDPevjhMYm+mdSpMysZC0pBLCihM0gKRgEUEFCZZpBEqw20BhUluk2kDiwvoQtriDVJ5LgUUJrkk0gCLCihMsmhj7FBWUBi8MB32bqbD+y8yLK0yG4jjBlZCo7tg8deQduZBRUaYNHYrBIbCxOfh/lfMGbbu2YyRZpiUSoO7boJ7B8PGhdCvsUsBdx5z53JnNh2gMElhkk2XrmfLHrEOytSEz3tT+vtRFCOQVcTid+ZRaVnc0+LZGhy8t+U+DYlI86N7Tu9MMv5+GLYCChej1gvX88WBIPM+pI6s52NqsJZY/suGzIX7z4JyteCNO2DLkjzpwgVhUp9XoMFtMGMULP4G2jwNw+48f2eSwqQ86YF2mn53dbYe/WgHrNijJwmLKmyHUlWjBC4SUJikRWFXAYVJdu2c6s5KQGGS1obdBRQm2b2Dzq1fYZJze5/rmddqDi/8BCkJdOh6FcMSS58Pk15dCC82hdSU9MP8O0y6b3B6mNSrBe8cCyeWVOpG7obnf4Rpw+DPyS7LU5gE71ONrzjIrxxz6WXpAXrMHakpyZZukaWLG7oUKtfHb8IzzPhxNiUI4l7WsZ70R4zpk7cCC3zqE4U/j6dtYH69JhAWCQsmZX5Q42f128HfP0DsmT+3AkPO3LkaQs2X2vDNFuMhd3Arq/mMWszmCAP4J/P9RZaCcjVh9Zw8m2SWYVK1a6BMdRh2F8VXzSMEX/4hIdM6dGdSnrXHMTtWmOSYVmuiVhdQmGT1Dqm+rAQUJmlteJuAwiRv66jz5qMwyXk995YZK0zylk4WwDyMMKn3N5CcQIcnrmFYYil2kMC1LIczYVJ4KlxHFNP8T5y/M2nM/6DBrZCSRNPx/RmXVplTpNA4s8fjXWJaTg+TmhHBKC7jECnpd4PZ+aMwSWFSbtav8edN1UYEfNyDJT/9ThB+PMEm5to9ZM2NST5ue3tIOe70K8WDp5ZAswfMO4yYPirzCp6ZDNfcm/5+tI+6Q8kqsGMFjNkERqg0vAOvrN7GSZJ5nV28TKVLP+YuH+aZZZh0dXuIKg1jO8L8zy9ZicKkfGiUlx9CYZKXN1jTs4+AwiT79EqVXiigMEkrwtsEFCZ5W0edNx+FSc7rubfMWGGSt3Qy63kE40tFgs27hjz6McKknl9CciI3Pd2EtxJKsIN42rZqDB2Hw5eDufGH9+lBeTr4b+LE2M3pj7kb/V+IP5l+19KmhVxDOPtJZDun3SrP6WHSLRRluBkmJdOYZW7ZWWaw8aVz3HHoMCj9vTd/TIIPHr9kea2JYiRV0x+NiB5zZ5leFmQhGcKk5T/9ifFnXlc2KkzKp540Di3FXQFl6Xn8r2yESV9A4w6wcApEloAKV8IHj8GDb5wLkzquNh5sl8IUYgjFl0TSzHcoFdTnSUrThwrme5tu7zPk/GPujHcGRleGd7soTCqo5jjouAqTHNRsTdXaAgqTrN0fVZe1gMIkrQ5vE1CY5G0ddd58FCY5r+feMmOFSd7SyaznUYEg8+Xhj7PJs5PNECbRqy4TY0sxht0seuZDaHwPrPqZGYN7czlhDPDfy/ixf5wPk5bPyHUtCpO8IEx6cgJ8OxQObofmD8KCiXA6VmFSrv/rcNgOzoRJPp88w6Dp31GXQtzPOjNw1CfvBdwKk7p/As0fgvmfQZX/QOnq8HEPuL13epj01j1kDJPyvnrXR+hJGZ6hnPnYxNZ9XlaY5JpMI/JAQGFSHqBqlxLIiYDCpJyoaRsrCChMskIXVIMnBRQmeVJT+yoIAYVJBaGuY3pCQGGSJxStvQ+PhEm+fuAfBIlxUPu69McYnTh45s6kJOhVhw6xgczlKAdrXA3tn4Ppo5m78gCVCWGw/14+VJjk0YXiFXcmvfI7TH0F3AgXdWeSR5eRd+zstUVQ5WqY0JMrfvzADLAncsA75maDWZwLk04ug1GbICQMHi0Lmb0HLGOYVK42VKoHHz0BDW+HEpWh/7V0PJp27s6kC6ZftxWs/x2S3LuLNbeElQjiDS5jKvv5su8n6e98mjkarmitO5Nyi6vtsy2gMCnbVBoogbwVUJiUt77ae94JKEzKO1vtuWAEFCYVjLuO6jkBhUmes9Se8ldAYVL+ehfE0XIcJpW/HG54BKYOgaJl4YZHYUIvMF52H1wI3rgNnvkKju+HgS0h6eIXjw+lIrcQzb3+m1n93gYICIMR97gVHmRlpjuTbH5n0nUdodvHELMdnqic7f80FCZlm8rrB37L5dzJGlIffgea3guDW8HWv71+3labYK2wEjQtVIb3DyyD+16B8Gh475HMy8wYJvkFwBU3pv9dcuIQFK9o/t3QkZIXh0nGLzT0/xne7gSHdxUcQbtecHtfeK8rPPC6wqSC64TjjqwwyXEt14StKqAwyaqdUV2uBBQmuRLSz+0moDDJbh1Tvf8WUJikNWFXAYVJdu1c9uvOcZg0ZAFUbwq/jIPF38ANj8H4p2DEWjC+BBzQArZd+ovbsgTRnwo8ajxir+FtUKoaTB+R+W+sZ39K5kiFSTYPk1p2hm4fwb5N8FT1bHffCJNGn3lnUj29Mynbbl4zMKI4xB4z39X2PXW4g9WkFC4KTe6FmWO9Zpp2msgF58CN7oSwKJj9oeswyfhFhQdehWF3XTC2KiHmO5IueI9eyy7QaTT8PQ1G3m8NnlHrFSZZoxOOqEJhkiParEnaQUBhkh26pBozE1CYpHXhbQIKk7yto86bj8Ik5/XcW2asMMlbOpn1PHIcJr00Cy5vBT+NhPq3QLFy8OotcMUNEFkS3uniMhS6IEzyMLXCpAvDJOPRXhuIK9AX1bvV4rNh0s7VGO/cyu7HCJPeozpxpFCbv7K7mWXH6RzYzdb0/AK+eZ2QHav48UyYdELvRnIT0bPDszoHjsSfBFKJz9ifjHcmfTUQ7n8VRtzruqAH34Bbe8PWpfBcQ9fj82OEwqT8UNYxzgh4X5hUsiQYtyjPHMt1RNCKIvRjuxouAcsLKEyyfItUYBYCCpO0NLxNQBfS3tZR581HYZLzeu4tM1aY5C2dzHoeDSnE81TgTtaS5s50n58OV7WBH9+Ems2hbA0YfBNEV4AipeGH4S73pjDJJVGOB/z7nUmTqMVjbOQEKTneZ75umMMwqQQBTKQmq4nlGbbma8l5cTCdA7uhWqMJvDjTDBReGtCR+ynBdA7TywvWgRsKlhua1TlwL8qxjJPM5RhVCGEPCcR3Hw/NH4L5n8GkF6Dt0/Bpb9dzuvdluLM/rJkDH3aHjsNhRAeIO+F627waoTApr2S130wEvC9MKlcRekyEITfxB1dSkgAeZrP5B4Y+ErCygMIkK3dHtV1KQGGS1oe3CehC2ts66rz5KExyXs+9ZcYKk7ylk1nPYzqXU5dC5hfvU4nJ/oQzhklzPkm/I2n6qPTHSWUzTArEhzIEXfi4ouxXcMmRujOpKKOpwhGSacDfTKYWjzogTDIWxQAqMoPDLOGkh1ZTwe0mz86B/YPAPwBOnyq4yXnqyBWvgJNHoFoj6PkV7FlH/x5t6EhxvucQz+iX2T0lnaP9ZHUO/NyZMOkXjjGGqoxgF9u6v3s+TBrzv+wf797B0P5FWPdb+mNWjWDx53Hw4RPZ34enRypM8rSo9ncJAe8Lk255FB4YAi+3ZuH+cIriTw+28BNHtBAkYGkBhUmWbo+Ku4SAwiQtD28TyLMLaW+D0nwsK6AwybKtUWEuBBQmef8SmUFdahPKi2znUw64nLDxRf0odnPs+Wnn70z6tM/57eq2Sn/B+u+TXe4rLwc4PUy6jkjepgqHSGIEu3mVSkzmAIMpwJfTu9PwHN6ZZBxCYVI2oI1HU15WH74alI3BFh/yvzdh27L0P3MG/Apfv0bQmjn8QF3uYBWx7t1zafHJ2q+8zM6BKxHM91zOUVJoxyq+ozafsJ8Jd3SGW3vBDyPgm1ezP9k616cHiT+/kx4qXn49zBgFH/fI/j48PTKPw6SixYpx6uRJEhISLqo8NDSUipUqsW7t2kxnVSw6Gn8/f/bv3+fpWWt/BSTgfWHSu2vhsqvNF2kunPC5wqQCWlg6rPsCCpPcN9MW1hBQmGSNPqgKzwkoTPKcpfZUMAIKkwrGXUfNvYXrUf8AACAASURBVIDCpNwbWnUPXSnFB+zDnTApAB+mUIuebGXb819nHiZZZMJOD5OMNrQggm3E8wAleZwy/MYxHmS9RTrkogyFSSZQnp0DZwiTHqM0MSTyNYfssTYyVlm2FgyYA/HHoXc96DwKvh8GezbQgkjmcUxRUgF3NbNzYH98mEYd1nKKFcQylMpsJ55mfmtg6F/Qt6HLd+5dNK0XfoSxneHxj63xd1MehUkVKlRk1JhxXNfyeq5t/B9WrVp5jqJa9RpMnPQlCYmJBAcFUaxYNK+9Opj33h1njqlYsRKz5y4gKTmJlJQUQkNCua55E3bs0KtoCvg/k1wf3vvCpFFLoFZLmDaUhRO/UpiU6yWiHeSXgMKk/JLWcTwtoDDJ06LaX0EL5NmFdEFPTMd3jIDCJMe02usmqjDJ61p6bkLTqUtbVrkVJj1KKZ6hLIs5wUM9BqU/2u7HEfD1EMtBKUw635LnKW+NMCmqNDz1KQy5GVKSLr1mchEmVSOEgyRxjGTLrUt3C8qzc+AzYVLpr15jMjWJI5V7WMdJu7xT6yxkrebwwnRISoDul0GsXqfh7hrL6/Gu3plUiiCGUol/SKApy6FMTdiTg9D7bJjUabQ1/m7KgzApODiYkaPH0vTaZpQvX4Gm1zS8IExauWaD2c4rLq9h/v/4Tz7n1ttup0zJoqSmprJ95z5Ox8dTpXI58+drN2whIiKSsqWK5fUy0P7zWMD7wqThf0Kd1vDtqyyc/LXCpDxeQNq95wQUJnnOUnvKXwGFSfnrraPlvUCeXUjnfek6ggRMAYVJWgh2FVCYZNfOXbruLpTgRSoyhB3cRYlMH3PXkZLEksKUDO9R6kxJXqQcC4wwKeoUGC89//Dx9C9yLfZRmHS+IVmFSc0Ipw6FeI99JOfH/RtPT4KG7WDqK1T8biQtiWQ8+zNfObkIkyy2FHNVTp6dA19zN1zWgDqfv8x4apjdNx43dgAXIV+uZpMHGxthUs8vITkRetVVmJQHxLndZVbnwMYdcauJZSknmEptxrKXmbl5HcqDQ+Gb1yE0HHp/A/0aF+zfTXkQJp3txQcffkKH++6/KEzad/AoPj4+lC5RxAyPjHF3d7jXDIse+O//ePOtkQx86UWGv/WGuatHHu3GsOGjaNWyGUsWL8ptq7V9AQooTCpAfB1aAhkFFCZpPdhVQGGSXTunurMSyLMLaZFLIJ8EFCblE7QO43EBhUkeJ7XEDsPx5SeuoA0r+ZLLLx0mFU6DAbNg7Xz8Pn6apynLZ+wnxuJ3fShMch0mLaU+UfjzJJs5QQqF8Mvdl7muVveg36Bmc/h5DJ99NI46hHE/61lH3PktS1WDuGNg3DnT7SPYuTo9JHDoJ0/OgQOC4PW/oFAR6rx4I+NjghUmOXR95ce0s3MOPIaqjGAX2zid+5JCI+DZqfDyDbnfV272UABh0qQvpnBLu9vYunULPXs8ydRvvueTjz+i1zNPMfOXOTRu0pSWLZqy9K8l5sxq1KzJkqUrGTNqBP1e6Jub2WrbAhbwujCp0MjFpNW+Ht8f3mTJZ18RgS+9AnaxwPcUvsBJn9QCJtfh81LAx1jRNv0EhxYmsngZ9u9Iv1VUHwnYRaBwVAkCg0I4vH+Hx0pOS0vDx8f4U1sfCeS/QPnq9di9eSWpqSn5f3AdUQIeEAgJiyC8aAkO7Nzkgb3ldhfG7x/b+AQtt9PX9m4JhBcpgX9gEEf273RrOw22pkDqf+7AZ9syfA79w7enq3BH8Bamna5CrbRgBgbs5Rv/YwSkwQmfVB5MLkIsqUxp1IzkJz6B+BMEPV7RmhPLpKqiJSuSmBDHyaMHbVOzO4Wmn5tn78/yPkkleSQ5mvm+J+kUtpfUOtfjt3wG805Xp0iaH88G7iY4zYdI/Jngf9idMtwam9hrKml1b8Rv5ijmf/wpxdP8eS5gDz/6Hzf3kxZciMQ3l8OhPfj9Np6ULmPx2b2WwBcauXWczAb7pUHD1FAW+cVxeWoI16UUZkzAQXwMRyA1m5a5LsTNHZSvfhW7Nq8i7aJzYOPv8px90oLCSBy5EQKDuGrQrXywMf29Qu2DN3HQx17n2qnVm5LU/VNISSTwhavxiUtfS/pYRyD9HLgkB3ZuzLKo55NK8pnfYXb75v7OuDT/QFKvvhO/PyYXKELi0GWkFauI/0eP4/fnF5esZfmixdx25x3s3bf3gnFxcXEYf9b/+5PVnUnh4eGsWrORIkWLmpt8+MF7ZqhkfJatWEOVqtWoWa0ye/bsNv9dVFQU/+w+wMqVK8z3L+ljXwGvC5OKvb+W+EpXE/H7J/wx9j3CUmBQuVQKp0BEsg8To3P+l6B92+ycyjP5c882k/f188PfP5DEhHjb1KxCJWAI+Pn74+PrS3JiosdAEuNPERgS5rH9aUcScEcgKCSMhNNxYOe/VNyZsMZ6nYBxTuHnH0iSBc4pUlNS8fXTLwd43SLLown5+QeYv0ySbMHHmOXRlL12t6euuJlD7QfhH7ODsm/fwwfb/OhaOYUvN/tRKglGlUim9XE/opJ9eLZCMg1ifYn3hanXtCCm/SD8Ek5QbtgttvExQtC01FRSknP/5aQVJ50QH4txfpSdT7cDvtx/2JfFhdJ4pP2tHL3hCUp/1JXv/thJZBIMKZtCUJqP+f3MlKJ598u+Bx4YQXzVJoQv/JxZb4+laFIar5VJY3ZE+ndCab5+7OvyIQEx2wj+ZwWHb++P/6EdlB1zT3ameckxIalpDN3pz1MVU/h0iy/Fk+DVMmn4AaUSYVIxa34vFRRSiMTTsZl8oZy9IDEjSlyVRsRVuYaoOe9xrNUTJJaoTLP3nuKNHSkYkVrXSskcDnB/v7luTi52cLrCVRy851V8UpMoM/Z+fE+fysXetGleCKSfAweQlOCBu47yosA82ufeLu+TWLwyJSb3JWTH35c8yk+Tx9Plsa4X/Xe+fPlyEhIufoxsVmGScRDjnUqdu3Q1j5eYmEjL5k3M9yqtWb/ZfM9S5YplOBQTY/48NDSU/THH2LVrJ7VrVMkjCe02PwS8LkwKy/DOpF6T3+F6IunMBj6hJoH48l/WsxfPfeGZH03SMbxPwHj+91fEcCrDCyf1mDvv67NTZqTH3Dml086ZZ5484sM5fJqpBQSy84gPC5SpEiRwkYAec+dFi6JVV3jsfdizAZ6uyXTq0pZVjKQyrSlqXpd/Ri2C8eEhNlCFkPR3Jl19LRh3JsUegW72uTNJj7k7v3bPvjNpHsf4b5vWcM9AeKkZC3cGmO+07sUWbiWaMHzpykbzjjTzU7gYDJgNc8bDT6PMx9IZ7zjJ8ef56XBVG/jxTX7/dDIl8OdZtjONQ+d3efdLsG0ZrF8AxvgFk+CXcTk+5NkNjbl9TE3uYS1/UZ9oAujNVloRQTGC6MQG81F/2f6UrWW+c4h5n9KBaPPupi8yvF8s2/txMTDX58DGkyWe/wFebQvjtkHxSvDeo3BkL1xWnzpfDePjM+9MusVO70wKiwL/QChTQ+9M8tRiy6P9OPYcuEZTaPs0vHW3S9l1K9dwc7u2/LPzH5djjQFZhUkvvjSQZ3s/R/OmjXi+X3/atG1nhlHRRQozd/6f1K/fgOuaN+HvpX+ZxyldugwbNm9nwfx5tL25gB8LmK2Za1BWAl4dJlWdPIQmRPAzR5jG5fiaJ6rrWZvxGblaGxLILwHjD/dDO83/TaAGvdjKoQwvnFSYlF+N0HE8LaAwydOi2l9BC+T6QrqgJ6DjO17AsRfSju+8/QEUJtm/h49SmlWcYmGrDulh0vYV0PsqriOSuRyjAkH0pQJPsdl8CXopAribdbQkSmGS/dtvzuBlKtGJEvzNKW4vtA96TIQhN7GQemaYNJAd9KKc+RoCI1Q89/3M2QBy/1b8u1flR+piBA7J5kPRcvDJKkwqFgqBIbB3I5wNk/7+MQcHyHqTjGFSe4pyPyXMd0X9QN3/F4CObGQFLu5qKVIGOo+CYXfBbX3g8pZEv3EP3yVdZoZJt7GGmAzfJ3hiAjk6B/b1gyYdYMOfcHgXvPIHPN8IRq6DsjXTw6SYnVDpKup8O5qvqW3GaC1YzoHwSPORllj5btSQcBg8D4LCYGxneHICHP//QHJgC0jUU2U8se48uQ/HngMXKpIedm780yWnp8Kkrdt3m4GUcTeS8fn2++lcf/0N3H/v3dzT4V5uv+NOOj30AF9PnWL+vH6Dhsyd9wfvvTuO3r16uKxTA6wr4NVhEpP7mfKlCFSYZN016IzK6raCHl/AycP4PV2dL6hl/kbWzgx3ySlMcsZS8MZZKkzyxq46e045upB2NplmbzEBx15IW6wPKsd9AYVJ7ptZYotGd4Lxm/uzPzRDgmWcZG6ruy8Ik87WeTZMepxNZsBUn8IMYxcdKakwyRLNzH0RbSjKMCozgX0MLRR/LkxaTD2K4M8AdtCDshf/su/ZMGnnGp7oeSOPUooP2McYLnyvR7YrfGEGXHkTTH+L3ydMPH9n0u2dwQhqxj+dL2FSLULpRCleZyc/UQd/fOiSnTCpaFnoMgbeuAMmHDHDjEqDb+PLtQdNO+Oup2149lFeOToHvv5h6PYB/LMKetc7Hya9tQIqXJEeJs1632ybcYeWESLHk0L70F3EDZwDy6bDF/2z3dZ8HxhVCkauN57tDi81hxMxcDoWTuXd+77yfY5edECdA7tupqfCpOOnEliyeBE3XN/cPGijaxrzy6+/MXrkcH766Udm/jKHd8aOoW+fXubPe/bqw8CXh9Cu7Y3M+22u60I1wrICCpMs2xoV5lUCV7eHHpMg9hgPPnwF/ajAHI7wOFvOTfNcmLR9I/T9FkIj4NVb8D15yPxdrBz+PpZXMWoy1hRQmGTNvqiqnAvk6EI654fTlhLwuIAupD1Oqh3mk4DCpHyC9vRhmj2Q/oiy6aNyFCZ9yD6mUIsE0rjz6mokPPGxHnPn6R7l8/4mUYvH2MiJQpHnwqSVNCAcP/qxnecobwYiHVjL2lu7wdZlUKrKuQByeO+7uJtoviGGwezkDoqZwZJbn9v6wm3Pwpj/8fvy/WaY9GT4SWYO/QX8AmBIa0hOhLjjcGy/W7t2NfhmInmFy8w7r4xPrsOkjw5AUCiVXrvbemHSzd3TQ69da+Hb16HrOzC2E3QYyP+xdxbQUR1dHP/FhYQQEoKT4A7FSilQtIJV8ALF3SnF3d1dCxQoNQotRQotX4FCcSjuDsGCBOLydd6DCNnk7Sa72c1m5pye08POG/nfye7M+829l9zF48EkoUUnsvOAcDZXqqG+I3kRAB2yQvHqcP5viLSwvGMCJk06CLb2MLkBXE06H43W2pCfm1YBuQfW1tdQmLRx8xZq1/6Auh/VZt/ePTEdXL56i0yenmT38SQ8PJzuPXszafI0JU/S40ePOHvhCh4emciZzUt55ujxU7x4+VIJiydL2lbA+mDSnINQrBZsngzrhijWkZ5JaXuRWsXoBUx6Fft7RLdqdCIbpwnic85SC09+4TGO7h5458jLzQf+6s0XsVkZVY1+V+8rsaJ38cQqpJCTsD4FJEyyPpum9xlJmJTeV0Dan788SKd9G6bXGUiYlEYtbwBMEp4JzfBhPndiPJO28pifKUEU0VSpmJfHvUXOpCfQOWeaEUTmTIpvKl0waRy+VCIjPbnMdxTDERs+4QwXvxgLFw+AozP0Wgc3jjFnQDMa4s0mHimeayI0ovBmS27ZRxkFJvX0DGLHjP+pXiZjahsfDLScBL9M56tAZ7qRk75c5gohyYNJZepB87Ew7n2YeUqFSVM/txyY5OEDoUFQvQ10nA9XjsCxbfBxf/hxHDg4Q7WWMKI6BNyJMV1xXAkiimuVGkDPNRD4ALr6wsidar6Xl0+Ta2bTPCdhkml0NVGrcg+sLawhMEmApOrVa2Jvb8+D+/eZNWs6C+bNUTopXfotvl69luw5cnL71k3y5S/A3DkzGTNK9TT0zpKF/f8cwdnZhfv+97Czs6N+3Q+5ezf2+0B7tLKGJSpgfTDpkx5q0rH5beHWKQmTLHHVpccxxYFJNbu9xTwKsg5/xc37QzIzlzuscQ+OhUmTD4GtA0yqx6SrAQpMWs+D9KicnHMaUEDCpDRgJDlEgxSQMMkguWRlC1RAHqQt0ChySHopIGGSXjJZXiVdMKlYaRA5a87tgYl1dY75dZi7xdxlNYUJIYr2DtcJHfwrHN4M2+db3lwTGZGESfGFiYVJHtBzFUz+mLK48SlZGMk1upKdTNgzOacbTNivhgzrWwxG/g7fjWLZmXvKOXknTxjLdcNgUsF34NpxiAiNGVQ8mDRpm2m8TOwdVQ+WRZ2wv3qUKnjwP56S7DB3M/4F35Lw7Qio28vyPJO6rYAzu9WIKq9h0uC3wc4RIsMgWwF13Ct66/6rqdQEhBfiswfQI198mCS0jAijEC6KjisxrudYol8sWfNBi4mwsAOEvlSrSZiUZr6HxUDlHljbXIbAJO3WwM3NjYIFC3H69CnFQ+nNIqBSZEQET57IC/L66JkW6lgfTPJ0T6C79ExKC0vRyscYBybRzY/VFKE/V5hBfmqSiSXcY6b7s1iY9MqNuuSYBqy4E0Uw0dTjFC+UVJWySAUsSwEJkyzLHnI0KVdAwqSUayhbMK8C8iBtXv1l78lXQMKk5GtnticdnGDCAXBxx+2rcuwLLcgNQviMM0QN+Am+H6PmUtFRsuGIFw6c4SXVyUQoURzguRoaK+Cu6p2URoqESfEN1Z7srOe+Aghfl7gwKeYfc5eA0X9AYAB89ZZ6MXjvOmoHvGQS+ZSQeA8JYzC+NOcsH+PFW7gxhhu6V4a3L0w+CKu+hH3rY+q8hkl9nR/w27ifwdldiQKirDNjlSYjockYuH4cBpaNaTUHjlQhE3/wJF7OpEeEE0wUj0kkrNukQ1CwghpxJ0MmKFaNvKPq8F14PvPnTCpYEYb8Ci8DYets6DBX9UwaVEF/NePCpL5FYeIBmN4IXj6PCY2oc83o34PhNcfthSJV4PeFsKyH+ryESYbraMYn5B5YW3xjwyTtHmUNa1NAwiQNi4pbEGKzItzwZZEKJFsBAZN6rlZjf3f11RsmvTPqYxbdiyaMaN7nJM8lTEq2CeSDplNAwiTTaStbNo8CEiaZR3fZq/EUkAdp42kpW0pdBSRMSl29jdKbW2aYdgIcnWDw22x4mIETBDKZW9BoGPxvDTy+ZZSuLLkRCZO0rSOgSlEyKFAlXmk7Gy7uh/3fx/vnOmRmGwFsohhFcGUI1+hLLlyxowsXOcaLhJ2W+xj6fwd/fQNLOsd8foAyZMGe/lxjc+X3wSsH/DJDe9CG1Gg8EpqNgcuHYEjFBE8KcLqVkjhgQ3suUBkPrhHMVgJ09yLARtEqsHYQbF+geADlDQhQQgSKfFNNOcNVQmKf/WQA/LkSXjyBMh/Bsa2GjF6pq/ceuPT7MHAThAXDj+Oh3SwVGvcvrX+fAiaJdySBD2HPevikP5zdAzOamQ8mjdwFJWrBtjnwdV91LhIm6W9TC6gp98DaRpAwSVsjWSNpBSRM0lghr13vRZxe4WIbQXT8H+y0usLK1YdLh+C5DJ2WKib0yQtj98H1o4qLv4CUh3nOUgon6ZkkYVKqWEd2kkIFJExKoYDycYtTQO+DtMWNXA5IKqAqIA/SciWkVQUkTEp9y+XCCXfsOEdQ8jt/+zPI4AG7Vyn5il8Sme4uwUmYlPzlQ+1OcPO0mjdJR/mF4gqEEvmHRpEXZ2zoziX28Ux3p0O3wIL2avi0V+U45fDEnj5cYXPl2pA5B/w6MwWD1vFow6Hw+QQ1tOPIagkqCJi0l7ewx0bJndyebNwilKncivHfyogtjcnCbwRwf/I+yP82rBsMm6Yo7YnZJwqTBmyElX3g2X0YsxuGVTZ4fnrvgQVM6vsthIVAv5IwaqcSnpBjv+nfp7s3DN8Op3fBlRPQdQnsXAo/TzYfTBKhOcvUhS3TIFcxyF8RZjaGPuvBzgEm1DF+ni39FZM19VBA7oG1RZIwSVsjWSNpBSRM0lghnchGeTLSjYu0JpuyMf6Bhxa3rsSG5HVMXs3Bibi7U4/BjZMwsLxmdVnBSArkLw8PrkPgo5gGRbi7pMLcSZhkJO1lMyZVQMIkk8ob27hIFJzBE55b3m9QKimQat3ofZBOtRHJjqQChikgD9KG6SVrW44CEialri2csVU8JTJgRwcucJpXOUJSdxhW0ZuESaYzo8itlBNHrhDCHsrohkmOLkqOHaIioW5vBWwS/DxmUMPJTU0y05SzPKrcyCwwyQVbfqA4HtgxmmvMphARRFGTkzwhQhmrCO3XCh9285TW+TJAy8kwsQ5Eqp+/CZPy4Mw1QpTQkryGSaLu2N1qyLngQIMMo/ceOC5M6pEf+qyFNQPg4XWD+otXeeROmNEEbOxiYNIHZOIzfJT3calS4sKkam3AzQsWtIWS74ObJ8xtabCmqTJu2UmMAnIPrL0YJEzS1kjWSFoBCZOS0Edsro9QDids6MgF6uNF8H9hxkZzI07kXzMuseyFoNsy+N9qMvy5iq8pqrg6axaRIHH8ftizJuaGi+YzskLyFBBaR0fH28jGbUjCpOTJKp+yLAUkTEole7xOCDureSp1mH670fsgnX4lkjO3cAXkQdrCDSSHl6gCEial7uLIgC27KaOcd7tyUc1XpG8Rl1xEvqQQCaCEZBIm6btwkl9PvJ/RCZMy+oAIT3buL1jRS2cHbtghcnRdJhhKfwAZsyi5mYxaNDyTRF/inVJunDjIc5ZTRIFJH/IvT8bsgs3TGXvsNO3IxnYC6KQDoAiYtIWS2IKSU7kZPuzlmeql9RomdVoIIhLNHytgcUeDpqj3HvhNmPTFFNg8NWU5qF7DpDq94JOBMO5Ddl98iTf2dONy4p5oBs1Qo3JcmPR2Q/DMAYs6wL5vjdmLbMuECsg9sLa4EiZpayRrJK1AuoFJr39wW3GOM3q68Atvn+2UJDMODOIK0yhANNE04DS3CTX/2mo6GhqPgpsnyfBVWf1hkhh5j5Xw6yy4eUrJCfUvLywDkJlfVeONwCsXiA1RZDiMqgGBjxO0rQ9M+vqeDaFE8x7H0124COMZQ7ZkSgUkTDKlunHaljAplYQ2IF58qo1IdiQVMEwBeZA2TC9Z23IUkDApdW0hYNJB5fKkLa05ZxhMajYWytWDke9JoCRhUqos3ERhkshP3G8DBD+DdllSZSw6O0kmTKperSRB4v3M41tM6lZT8Uz6k6e04XyCbrLiwM8UV3ImfcoZBTwlgEmdF0PZusqlY8WrxoCiCZPcvcDGFvK+FRvmTngmRRjh/dhrmCTec4nQh3O+YN+hq/hgT2su8oIIHLHVnSvLgDkmWbX1DKjcAr4bDg2HSJhkLF1TsR25B9YWW8IkbY1kjaQVSDcw6Q9KKz+4jThNadw5z8vEf4Sqt4VqLWHm53wQGEE5MrKZR6ymKFFE04gzlgGTRELT5uPhwt9kGP6eNkyq2wfuX4GjW+LBpB8pzhecI1jiJON8X+SvALmLwfUTMHYvREfBV2/pdPleTzGq4s5y/Jnm/gzvHHm5+cAfJh0EW3vKjP6YDXdtCCKKqpzgxX+ecbJIBSxNAQmTUskiEialktASJqWa0LIjkykgD9Imk1Y2bGIFJEwyscCvmy9TD6q3xml+OzaG58MTB8Sly6siVJa+ZeUDcPWE2c3hn5/0fcpq60nPJNObNgFM8nRVw9r5loJ+6+F5APQpYvqBJNZD+QbQczUc+AGWdNFZS5dnUvXqpQnqthQe3mBGzw9pShb+5hnNOaezDeFhJYo/YQwhT0KY1HYWvNMIdi7Ba2kvyuPODgL00kUTJjXoD47OcPmQ6WCSsKkAc+uGUBJXJe3ErzxWIJod0Irzhn1X6TXzV5XsHSFDJvUi8NwLEiYZop2F1JV7YG1DSJikrZGskbQC6QImCbf9hRTEFTslXF1XcnKMQCUOrc4y7xJkKwArepJv+wpEUtJHhJsPJolQaQN+huhImPoZ1O8H5/6GrHmhzQw4vZsM0xqxiqI0SSzMnfCSEWDjxWMY8R7kLAz+V5TwaxImGfFrQtzS6bwI8pRQYwZ/+Z0a5k5oriN+8EaKUwE31vCAcX5uuL7zKQE7lsPUowpMEgkep199yileshp/Iw5UNiUVMJ4CEiYZT8skW8pbBlpOgvEfgfj/nEVkyAUTSa95kDZRv7JZqYCxFJAHaWMpKdtJbQUkTEolxRdeBZ+8ygvvbDtX4o49lwRIEl4HIt9K0DPtgSy5BW7eMK+VhEnSM0l7vRihRgKYVK8dhASq4dy++hH2rYd/NhqhpxQ0MXgLLO0KAbd1NlIEVzywJ5wo5f2NCHNXpXopgrosBv/LZOxXkl8pRSvOcItwzYFMIR97eMpv+QvAxL/h6G/q3/ArmLR46Qwqk0l5T3Rejwg9Se6BM2WDCQfA3l4BPbSbDWEhYCzPpI96wJ8rISw4wbyz48hmSigXxNsYEG1IU8CkKsy/LGFSigQ0z8NyD6ytu4RJ2hrJGkkrkC5gkpBATFT8FwX0J3fSMGnGv5CnJCzvDjsWKQoWw9V8MClnUdVThWhY2Ru6LlM3+B2zwag/YElXBt99SWuyKYkcv+dRQqsXqgSj/1CTUoof+1ch10Ss3Z9eeSbJQHdG+LoQiT+X3QEHF9VWTUYmCZNK40J/fBnAFR63HEt01RZE9i6qQsIMnrC4Ax+FOHGLUM7IhLhGMJBswhQKSJhkClV1tDl6N+QrryZ+tXeAwu/C6v6p1Hn66kbCpPRlb2ucrTxIW6NV08ecJEwCbMXde3Fw1Y5IUJIMvEcmFnDHsAUy5yyIM6bwnti5NPZZcc4MuAvfj9Jub+E1cM8CC9pImCRhkvZ6MUINAZMOUQ5nbGiZ+RmHR2+G8DAYVR2ajoK/N8CFA0boKQVNDNoMS7vBk7tJNlIWNzZQjHCiqVC9RAxMol9xfnhflgAAIABJREFUvS/7lsGNVRThKRHUcDhL1JSjsLw31O8DFT6BP5bz5+L5FMKFflzhBx5qTqxA2RpcPbmXKAGk3iwiSsKUI2Brq16cFZfcjAmTkhidWWDSohvgkQ0WtpUX+DRXjuVUkHtgbVtImKStkayRtALpBibFlSEuTGqqxKN9ongexRThFZK3rGXBpFG71OGt6qt6vjx7pLpwv9qsrHjizvt4spJ7jPYIBhFq7dhviLxP4jgSWugdGLhRzd/zVZkYmNSarHxFLtZxnynovj0j/4j0UKD9fHjnU5j8KQzfBgIqreqnCZPitTz/ImTOA+M/gLN79OhUVpEKWIYCEialkh3mnIcchWFlL6jfHzJ6wZB34PbZVBpA+ulGwqT0Y2trnak8SFurZa1/XhImAZ8MUMJdsf973QZ3cII8peDKYeqTmXp4042L5EO8arfhMglv9SdoaMYJ8C0dHyZ554HpJyA8BPoU1fZOkjApnqwyzJ3pv58cseFP3iIDdjT1s+PSuF0qdBUh5Rv0S1MwyRVbFlMIf0IZXKYIUb2/gTsXYfi7esOkGmRiJUUIIoKSHCGqXh/4ay0UrggNBsCG4fxx/gWFDYBJLjOOEzKqJtEvnsQa1K80lKwFhzbB2D0qTPpuFLSaonoRdc9nnJxJhsCkLD4QHKhG3klpyZwLhm1VIfrBn2NbE6H2KjWFEZVlXriUapyKz8s9sLbYEiZpayRrJK1AuodJ8yjILG7Fj7mqD0yq2hguHVRckU1exK2xkb8rjkmMrg5NRqnu24c36YZJfpmgTi9Y1JHXMXkXFfLVCZPG4qckbdxOAJ24aPKpWG0H8y9BVhEasYca7iFfWdg4/lV4wsTD3MXVw6lCA+zq9CRo7IeJypQbJx78Fxs5VFkMskgFLEMBCZNMbIdKTdTY669/m1b0hMrNIUseJYTmWw8fK6EyzugRusLEI7Wa5iVMshpTptuJyIN0ujV9mp94uodJImR29xXw6Kb6srbbctj7LZz+I9a2Bd6Gbstg8NvsCi9EflyoxHHG4IcDtgpY0jwr6IJJogcRHeHJPfhluu61JCIniHBcM5uBhEnxNJIwKXW+fpqQhXK4MdgvIwzZEhsFJHdxuHlK/dsxZ9HTMynBEPv/AFvnwrm9CI9DEZVERNXRKiK/kgDIx3ihs6rIHa43TKreBptOC4jetgC+HQ5ZfNX3XR0XQZF3Yeon0HW5GiFhUQfo9z3c/S+v0JyWap5oE5YEnknNBsPFA3B8G7z3haKbrrQCeg3pi2nw8Vdw5SgMLh/7iHin836XRPNf6dW2rJTqCsg9sLbkEiZpayRrJK2AhEnJhUndF8Hf38LJnaZfY2/CJBFLVtyYED+YdcXtk9Wsf5mDKmRUPIyGiI2VqWBSwYrw+DYEGBhKwfQqmbeHacfAr4zqzfbgmhp+SiSijbvB1ZEzKe6gnUu8h33d3ryY2jjRucymgBLG4pK4cVi1hepuLXIyySIVMKMCEiaZQHzxkmjncrh6FKYehoEVYPLBWK/Z198zG0bSkey8JIJv9QhdYYKRWmWTEiZZpVnT1aTkQTpdmduqJpvuYVKBCjD6TzXnyYpe0GGeEnbOtl9x1lKUrlzg+axTkLsYbJpOhbVjqYsXq7jHz5TElmiac46cOHKPUM4m5qWUGEwSYayEZ1LAXbqRgwM840TcUNtuXtB3nZq/ccohyJofxteBy4esah0mZzISJiVHNcOfyYid4pl0z6+oQWdtw3tK5hMOzqqXjoWc0Q2CSZ0Xq/Dk/F4VGHdZApM/hq8fgUtGmNkU3DKD8I4U6SA+nwBn/4KTvydTLP0fEzBpB6UU78tmnOHMa5gkIu8M2w7XTsQHQfo3DS0mwGdD4fw+GFE19kmRd1y810nMS9SQPmTdVFNA7oG1pZYwSVsjWSNpBdIlTBqOL8cJZB/P+IUSfMN9luMfq5SGZ1L9gq48HPYLPLgOA8uafo0lBZNe9T6f/NTGk+XcZ7pfZgUm2S7qyEBykRNn+hbKQqSOMHdxPZMGcpVWZGXemzG33/4UbGxUgNVqsgrQTsW5HWd6BSy/h7hrJrVg0sQDMLyKXvHULV9AOcK0rICESUa2Xu1O0HUp3L8Ch36Fur1g23woWTM2n9+edeDkSranAWygCGFE05RzSsx0WVKugIRJKddQtmBeBeRB2rz6y96Tr4CESRVg+HYVJn0/GtrPhSf+tOxajkHk4UceMrZ9P6jeFmZ/ToVj+2Jg0m/Ki1YYw3VG/5eT9SXRVOIY4R3mwM9T4NkDNVTVqV3QZz2U/gDGvq+Ey3uzvIcHc8jPIyJ5n5OxH7edA7U6wLwv1Cgd3r5wycw5apK/3Iz6pIRJRpVTuzERes2Ai5vaDVpnjbgw6TQvyYYju3kab7Ityco+nnKjzUSo/6WSLoHFnWJh0pLbkCETzG0VHybZ2UNUlMm9ksRgs+DAb5TEDhsaZnnBjbG/w+M7sLgjjNsDhzbCos5KfvQZ3DLMmM3HQqMRcPpPGFPLsGdlbYtTQO6BtU0iYZK2RrJG0gqkO5gkkg9+TzGeEskK7jGRvNwghCqcgIw+8PwBCC8T3zKwort64wIohqsSuzaSaKpXzMfjfmsh6Cm09yEvztwilAhThR7TAyZlw56vKcannCJUvHCs2wevKY3YSWkcgIaFMnJp4LoEOZMmk4+W+PC//xQZwTXGkZfWnI+diU9eNcminQ2MqgVdlqo35Zd2lX9bQoGa7eHPlbHhp4Rn0t714OIO7iKfSRzXeyN4Jq2kMPO4zXFxQ1DCJLkGLUQBCZOMbIjXMOn2OZjdAob8CpM/UcNn1u6o3gB+qcYxF79NqylKFNE04gy3CTXyYNJncxImpU+7W9Os5UHamqyZvuYiYVIFNYx5lIBJ46DjAgi4xcgeNelMDnYSQDvP5zEveSvgrsCkhdzhF4pjhy2TuckE8hFKFG9zlLD+38OaAVCjLXzUC36dDnu+gUqNYctsnQtMhEqfqcCkCN7lWGydSf9A/orw2yxY/WX6Wpwas5UwKZWXg4BJQ7eqMEN4k2ictVN5dBbT3W5KUxAXBnAFERLPG0cac4b7cXKGTyIf67nPqTZjY2HSxknq5bZBFWDuecjgAfPagDif2NqZJWdrPTLjjj0bSpSAob9BeCh0ygHdlsIPY+HuRQRUr8e/hukvYZJhell4bbkH1jaQhEnaGskaEibFU6AyHqxWbnFHMZirTCUfFwni45JZocdqWNhO3Vi/0xhGVIPbZ5TnfXHmR4opMOmDigV43mMFvAyAbn5Ke/25wqM4P8hGXXhvwqRM2eH+VXhyN6YbkcBxAYVox38/9NOOQ9a8eE1txo7TjxCJKhslApMmkZdWCkx6RhCRiCSOfbnMVl4lXMxeCCbsB1sbWDcEOsxVkyy29ZYeMUL9KYfVDZYObzaEduJmYXSkktdEiT+eRNEKcyduCC6jEKcJolG2MPUF84ymcNPAzZJRF6dsTCoAEiYZaRUIiOR/BbLlVw9vIlzDgDKx3zM6upEwyUjav9GMhEmm0VW2mnoKyIN06mktezKuAhImxYFJA8tDrzXw+xLGHzpBW7Kxh6e08HwaA5PEPkCcb5dxj05kxxkbTvKSlRQhhCjKOpwibM55+HYYvNsUyn+shmya1SxJwyWASb2/gWU9oHgNaD8ThleDgNvGNX4ab03CpFQ2oLs3jP1LBQqjqkPw81QeQNro7hBlyYEjQ7lGD3LihC2ducAhAmMmsJRCrOU+e9qMjIVJQc+hYkOY3hg6L4yFSYc2mX/iJWpCvw0QEQa9CkmYZH6LWNQI5B5Y2xzJgUle3t68CAwkNNTwy6veWbJgb2ePv3/S70S1Ry5rWIoC6c4zKRP2rKEIVwnmS64osaeFG+zRAauhQkM4vBnWfAktJsKs5vHsJDbowUSytmIV6LHKfDBJvGxMqgg3ZM/seM1sxV//XMYBG+oXcuPSsB8hIhz6FoPAx0oLGbBlCyVpxVnmURhxu20SN1jIK1AlgMioXSpMWtFH9Ux6dh++LEm9aE/+4ikviLSU9Zz640gKJonRlKilxkwW8Xc1ikv2Ari/VYsH25borFmdTKykEBcJ4aN+Q+HdZnBiOxUmNKEWniziLs/Ssy20BJafm0wBCZOMIK04FAlPRpGn4NsR0Gm+3jBpIyUUz6QP+Fd6JhnBFKIJCZOMJKRsxmwKyIO02aSXHadQAQmT3oBJIjQdMAo/OpJVOXu1crmrXnzc/XU8tZvhgxM2rOcBiynEUZ6zyMcZZvwLf38HGTLCO01gz1o1TF0SRcCk+RRUwue+5RehekuJsHuHf4nNmZRCW1vb4xImmcGiOYuoISH9L5uh87TR5UzyKe8KWnGe5RTGEVu6CJhUvaFyObnaycPMo4Byhqjbpm0sTFraDbougYn1YNENC4VJodCrcAxManI3gNHkZSzX+I5H+htIeibpr1UaqCn3wNpGMgQm+fr6MWfeQmrUrEXVd9/m339jQ9/e8X+Mu7t7gg43b9rIFy2b4+eXlz927yU8IpzIyEhcXVypUa0y169f0x6krGHRCqQ7mCSskQsnBYCIzfE8CjKLW1ztvQyqtoJ938KG4TphUowlxQ2N3muVMEOVOxdlMQVZwwOmGRqbVd+l8aZnkhZM+nQQVG2J/bDKzAjxwQdH2tlcIETE3BYeTVtmxutZuDtv5BHfUzxpmDS6FtTvByd+h0M/s4zCjOIadwnTdybWV08LJhkwY1f3THjnyMvNC8cTfeprJczdHY71nAfV2sLhTWybOpIS/2HBsdxQbiUas5TGjWdEcJ0QYzYr27IyBSRMMoJBBUwa+LN6u1IkvP3qBzj1p5roVkD9exd1diLinm+gKOFE04SzMmeSEUwhmpAwyUhCymbMpoA8SJtNetlxChWQMEk3THLBlm7kYC3+PEgkP+JrmLSG+zQhC+f/i2ZwSoTGfl2y+MHI32Fk9XgRLnSZrAAu/EAx/uUFbdp3h7q94cKrfK0eWeDp/RRa2voelzDJ+mxqDTNyxhZvHJT3XzsoFQuTPukKD2/QcP+fzKIAj4mgbJsW6vue41thUcfYnEmLb1o2TPp0oJJ6YMkjZ+qSmR0E0ImLSn4lvVJRSJhkDUs9Zg5yD6xtTn1hkrOzM7PnLqBK1ffIk8eXKpUqxMCkps2aM3P2fL5Z/TV376nOCD4+PvTp259mTRqya+cOrt28R0hwMAXy5VY+P3P+Mh4emciV3Vt7kLKGRSuQLmFSXItMIT+LuMP1nouhWhs1frS4daXDMynmOXsn6LkKjm9jwF+76U1O9vOczzmrhMO7ZuwX74bCJBE/uE4vZQMgbpXlxknxWtEq4na7Ts+kcXtVz6ThVdQcQSd34nLqT36iJBO5zj7SsUv5a5g0di8IO63qA3vXaUmt83N9YNJsCrCAO1yq2wWajICtc9n8w0+UwU2BScsTg0kih5N4SR0RpiSlFPnCBEzVKsIV/hrBbCVAq6r8PB0rIGGSEYwfE67h1Q07Vw81L5LwVNIoImee8A99qMffdNymxIspe2wIlB6NCRSWMElr1cnPLV0BeZC2dAvJ8SWmgIRJFWDYNjVn0pel4JVnkj4rJi5M0llf5DmZ8DcMeUef5siPMw8IJ/CT/tBoOBzbCrPjR+7Qq6F0UknCpHRi6DQ6TRGhRxdMKrD/VyU3+GGe0+ntYtj0+oboTZPgz69jYZLwbvTICjMaw7m95ldAnJv6/6BGgOlRAMKClDGNxpfPycJ3PGQF/gzCl+68cSEvbxk1PN4tNZ2FUlpOhE+HwIX9MLyy+ecnR5AiBeQeWFs+fWHS65aWLV9Fs89bJIBJf+/bx507sSFvJ0ycQtfuPfHKlIEuXbszbcZsRo8czswZU5WmOnfpxvSZc6hd8z0OHfxHe6CyhsUqkO5hUoxlBBx6DZNW9oFSteDAj5qG+4rc9CEnf/NciT27hMIKVDJqMRQm5SqmJlj9ZiBu2CkvC/UBBzphkjh0dJgHiDB3PaHFBAUmdTt1jmH4KrfV6nLKqNNNU429hkmFKkHLyTC6OkRHJ2sKBsEk2zCYeACGVWZzZGFtmNR2Jhz8GYdz+/iFkgzkMqdQN11JFQmTtBSSnwsFJExK/jpogBeeOLCmRLFXsb9fwaRXh6Lkt6z9pAjdKjybxnFDu3I6qyFhUjozuBVOVx6krdCo6WRK6Qkm5cGJj/FmPndirWtnD60mQcB9NZpEdJTelhcHe/Ffok8YCJNiOrZ3BHG5cEYTeHRT7/Gkt4oSJqU3i6et+QqYtI8ySs6kzx0uc2TgOtVDcXEnJkX5sp77iiejb83PubnnJ6LF3335BmrkHm9f8MqpwhZLKG6ZVeh+5zwsbB+Ty1tclNtECT7lND446IZJH/WAkBdwejcM2AhXjsCq/jBxPyzsAFePWMIM5RhSoIDcA2uLZwyYpKsX4Xl05/ZtPqhdne2//8m7latQs3oVjhw+pFQvUrQoh46cZN6cWQwbOkh7oLKGxSogYdJr08SFSfNa622wgeSmJzk5yHM6GBsm1e0DAgz9vhiG/QaCUYysqiZoN0HRCZNEPyIpvI0N7FwKrSYrMKnLqXOMwJcjBNKYM8r/j+K6CUZlwU06Z4ApR2FQOfWmTlLebHpMwyCYRLAKk4ZXYXdUCfLjwgRusESXZ1LmnDB8B1w7Ro95gxlMHiWG+qd6QE8Jk/QwnKwiYVIK1kBDvBWYtKJE0VSFSZmxZxPFccCO1pzjkvhOkSVGAQmT5GJI6wrIg3Rat2D6Hb/VwqRKjZVQ4TbBz5V9+2WCKYwrXcjBl6RSvhdxnvtsCGycaPgCK1oVLv4DkeGGP5tOnpAwKZ0YOo1OU4AW4YGUCTsaFXDFf/QONd9U78L0febIVh5zkeC0E+q52Vi4eECJFqSrdCc7LchKU87GpmUQ34GdFkFwoPpsvw0Q/AzaZYGhW2BBe4O8QdPoUrD6Ycs9sLaJTQGTMnt5cf3mPbp27sD6dd9w7MRpChQsRNFC+WK8lzw9Pblx+z4nT55Q8i/JknYVsDqYVPSd95JljceNxvCyTANcT/yG948j9G6j50M7mgfYcdEZNmQKo8sjRwbmCueKU/K8U153HG1nz50hu4iyd8b7uyEEVmqGTWQk3uv7Y6tH2CO9JxCn4qKbjpQKtmWRdzhrvUTQJLVE2zko99xsIsMIKlELh/tXaX3+Jr0eOXDKOYqvcoUy/5YTnXzDCBMrKp2UgI8H86J0fdxObcPzl6lEZvTG/mnycxbZ2dnj4ORMSNCLRBUsG2TDJacoAu1s8O+yiqxL2zP8rg3vBdoxIFc4/7omXHdBRarxuMVUbMJDGNq3Jl0eOXDSJYruebRzXbV6bM9txyj+567/rch0Yn45zTgK2Ds4YWtnR1iItrebvsKFhQTj6Oyib/U0Wc85Kpp5N51wiYbW1Utzo9U05Xs2x/SPsY3QDm+XnEk/qfMlwb5lKLqqH6vOBGIbDQNzhXHBOWW/WckZiyU/4+LmQcjL50Qn09PUkucmx5Y+FLCzd0B8N4cGJ76nSC0loqKisLW1Ta3uZD9pXAF7RydsbWwJC7WuSw4PW0zHc8s02l99yBcBDszzCeeUSzQtAuyZkF0CmjS+bJXhOzq7EhUZSYQILW6FJT3sza3QbPGmVCPQhgKhdswvXYiHbecrHj3Z5zbFToTWflXSyh74WfUOON4+jcvlgzrNtua6E/lEKtqs4WzMpL7LCMtWiPudVmATHYXHjrk8rdMP25BAck6tQ3DhqjhdOYStCJ0nS5pWwJL2wJYq5Pbvv6Fdpw5ECKAcp5w6dYqwsITvCXWFuXtzbkOGjWDQ4GFKiLvIyEhOn7uk5FnK55eTRw8fKtVdXV3xf/iUW7duUrxIAUuVR45LDwWsDiZlyaMm9jK0hHZcQOS7LbDb/x1Oy7vq/XiRSCcWBedkpeNjqkd4UCXSlVWOASx0fETeKCdO2CXvICQATvCM0+DgitPidkR55cYmIhz7fWv1HpuhFdcH+VIu0pXpjg9Y6vocHJywES7AOkr70MwMDsvKMbtgLtgEUy8iI984PGGO8yNDu02z9UO7f01kuU+xO/YLTgvapHgezq5ueHhl5/6tS3q1FZXFF9uHN8gZ5cDgUB96ucQJkQF8HO5BBFH8UqEqYZ0XYxMWRN9u7/JlWFaO2AXR0lU7tFXnUC+u24byu4P5X0bpJYqsZBYF3DJ54+DkwpP7t4zWf1R0NLbi9pgVl6xR9vwQ5IctNrTzesq/A9Zj638ZxxU9lEOOoSVHlAPrXubhjH0oPV1iYxfHbSdo9kXI4EXOBe3YtO+s0ndXl5ucsZMHp7g65SpQirtXzxAVFXuxwlB7yPpSAXMq4JwhI+6eWXh42zTe7IbMTaBq6/42N0QNWVdLAbFuBQh98kD375jW85byeZRnDkJ7f4vtvUs4fDeMkNF/4fDrdBb9to0PI9zZ4PCUHfaBdArzop2rDB1nKXZLyTg8s+YmPDSYF0+t8zwcHRWNjcijLEuaVaBmuBtFopyZVyQ3oX3WK5eVnUdXxyYwds1ayx7455d5KRrlxBgnf751fKrYLCp3CUIGbFLSEjhsnEh4s7HYBD3B5atSadamcuAJFbCkPbCl2ufIvn181qQRDx4+iDfEZ8+eIS6BvVn0gUnHT54hKDiYyu+UVx7fvWc/5cqVp0a1yhw9clj5txw5cnL+0jX27vmLenXet1R55Lj0UMDqYFIGT3c9pq2jSq9voGor+Hs9zGlpUBvv4aGEuVtKYWqSSQk1tplHtCQrg7lqUFsxlUWM2gVXwNEV5raCc3vUMHehL5PXnh5PqWHu3JjETRYWK6jGyF3zlc4nu5ODIeThLEFcI4R6ZGYtDxiS3PnqMT6LqSLi7B7cCC0nxebZMiA0YmLz0CfMna5nc+CoxAPuQ3wI9QVZCSeaDRUqQc/Vytrp2bmCUlesVxGeUKvIMHdaCsnPhQIyZ5KB66BeXyhalezzO7I5JK8CdNpwjjP5i8Oz+8nOR1CHzMwmP0+I5B2O6R7UgquQKTs+c1rz66Er2AmQxXklRrossQrIMHdyNaR1BWSIj7RuwfQ7fqsJc1euPgz4EYSHlcg72205XPqHxSO7xJybSpKBPDgymOtKiClZ0rYCMsxd2rZfehj9B3hSlAzM8baFEbsgJBBGVVNzCL0q1rIH3kYpiuPKcK6xhvvq7PxKw9CtIF6WL+oIPb+G2+dgTK30YP50M0e5B9Y2tbHD3Lm5uXHH/zFDhwxkwbw5ygDWrP2WTz9rRLs2Lfnpxx+UfytXvgK7//qbJYsXMqB/X+2ByhoWq4CESa9N89ZH6iZ/USc4oTvuqpYVV1PEdDApkViwWmMy5POdlKYwLkznFnPb9IeilWFMbTWm7BulGd6Mwo9TBPGECJPBpCxKRg8b/NEOyWbIXFNUd9I/sGEkVG1hETAp7lzK4U4RnFnHQ5ILk94iA+7Yc5wXrKawon0frhCh0ExZpAIJFZAwycBVsfIBuHqSfUpjdhy/o8CkZpzhDCkLEyhg0izy8zQpmLToBnhkw2d2KwmTkjCbtRykDVyZsroVKSAP0lZkzHQ2FauCSb2/gdAg6OYHw7fD8l6suRNFDTLxE48QMEmcvfpxhR9QQ8DIknYVkDAp7douvYw8O454YM95ceZoOBQeXoe96+NN31r2wPFgkpeDmuP64X+RWUb/AWGhMLY2tJwIf2+Ac/vSyxJIF/OUe2BtMxsbJvXu8yXjJkwiu48nQUHqO413K1dh++9/smjBPAYN7K/825f9BzJ67Hga1PuQv/63W3ugsobFKiBhUlzTTDkMgyok21hpHSZNIi+f4E1bznNo9U3VK2p6Izi6JYEmIvL9eooxmuv0JZdJYJLoYyS+OGKr3CgxPOhTsk2Z+IO1O0HXpXD/irrpqNYG9nwDZvRMej1YO2AHpfDCntZc4C3cDPZMyoQ9v1ICe2yYyk1Gk08JlVebkwo0lEUqoEsBCZMMXBdLboGbFz4zPuePY7cVmPQZZ5SktykpCWBSk5Hw2xwIehbbbO2u8N7n+IxrwK/hBaRnUiKCW8tBOiXrST6bthWQB+m0bb/0PPo0D5PK1lPNJ/JuDNoEL59CV1+o+Bmc+J3pwV7Uw1u5KV8bTwmTrGixS5hkRcZMD1P5ZIAKV/Z/H2+21rIHjgeTypSBwu+qF4LjlvZzVJh04UB6sHi6maPcA2ub2lCYtHHzFmrX/oC6H9Vm3949CTo4cPAYzi7OlClVLN5nZy9cwcMjEzmzeSn/fvT4KV68fEm1Ku9oD1LWsGgFJEyKa56uy2Bxp2QbLK3DJHFTZRx56cgFWOEPThlg1uc6YVJckRZTyCQwyRcnNlMSAZWacla9QWPu8homCXfoq0fV0Ij7DA+NqGsayQ1z97otB2zYTxmcsFNC3pV7BZPmVCivd5g7LxzYSskYmCRC4gmY9CH/Sphk7rVnwf1LmGSgcRZeA/cssKANX/yzV7khOJ+7BjaSsPprmPSMSCqKMHdDt8CC9vD8ITi5QshLcMkI3rnxuXWRXykpYVIiqlvLQTrFi0o2kGYVkAfpNGu6dD9ws8KkDJ5Kzlie+ifPDj55YexeEHllRlRVQ2If3wG7V8a054EtP1KC+pxiK6UkTEqe0hb5lIRJFmkWOajEFEgnMGmo7Q3W9psL2fLDhLrxv98lTLLKvw+5B9Y2qyEwSYCk6tVrYm9vz4P795k1a3pMKDvRk4ODAw8DApk+bTLjx46O17l3lizs/+cIzs4u3Pe/h52dHfXrfsjdu/HzvWuPWNawNAUkTDKiRdI6TBKeLZlw4DHhsPSO+vJx7heaMGkFhfiQzHzLQwZgvETPAiZ9TwlsieYLzlsWTLp2AtYOgu4rYGFHOLkjxSvJmDBpHNcYiq/izVW7gh9Peq5IOmeSsxt458Hr9iXELR4HYDI3lfxKr2FSIVw5z0vEi2q8zhVSAAAgAElEQVRZpAJxFZAwKfH1UBhXLhMU/69G8Uzyhnmt4J+fjLaYBExaSEECiaQUR2JhUngofPUjjI1NcumDg4RJSSgvYZLRlqVsyEwKyIO0mYSX3aZYAbPCpPe7gE8+WDcIfEtB0HM1DJS+JXshmLgfbGxgaCXIUQTunoe7F2NaEJe/fqA4n3KaA5QlN44yzJ2++lp4PQmTLNxAcnjxFUgnMGmw4z3WLzsBji4wsR6c+iNWB+FJevNUsvPVyiVlmQrIPbC2XQyBSVqt2draUvGdShw/dpSQkBCd1QVUioyI4MmTJ1rNyc/TiAISJhnRUGkdJsWTYpk/uLrDjCZwbGuSKq2nKFXx4Gce0ZvLRlPU4mHSgDKQsyjcOWeUORsTJvXnEv3JpeQ5+uStXEQO2AgvA+jZuaICiA7ynMaciR13jfZQsx1eY+uxJ7yw4pk0kmvxYNJwfFnGPcuAekZRXDZiLAUkTEpcSREOtCsXeB4XJzUZDeXrw8hqCuQ1VhHfmT9SnDO8oK39fy+/REzw+e2g2Wio3ByW9oJdi5TuJExKWnUJk4y1KmU75lJAHqTNpbzsN6UKpDpMsncCVw81LN3UY+DkAqNqqGHp7l0y7NKHgEmjdqmeSaNrxYNIr3VRIy74sIEH/EIJCuFMVy7zP56mVDr5vJkVkDDJzAaQ3RumgPCkDAtO4IlpLXvg3ylNEVxQYNL8/SpMEu+24sIkwxSTtdOIAnIPrG0oY8Ik7d5kDWtUQMIkI1o1Lkw6RiCtyEoLkgka7B1hwRU1b9HcVnB8mxFHqkdTNTtAhU9gysealSuTkRnkpwPnOZPCnB9KZ0WqwDuN8F012LI9kwRMMmIxJkwSYe5y4aTmTOIBCJh0cCM99/ypGyYtuQ2e2XGa+wVL9h1FhLubzi1mUTDGM0nCJCMa28qakjAJKuDOSyI5+0Y4Tp0wqVAlqPo5rOht9JUg8t6dIJAbVRtDj1Vw+Bf4bTZ0WaJ6Jj1RXcolTEpaems5SBt9gckG04wC8iCdZkwlB/qGAqkOk/xKQ51esG4ozDkLAi6NqQUla5oEJsWdrgBJtRWv4rvqmc/eIX6eQ7k60pQCEialKXPJwSaigLXsgfdSBnHRbojjPdYtOKDCpOmNJUxKBytf7oG1jSxhkrZGskbSCkiYZMQVIl4aVsWd5fjzEZ5kw4meXOY3Hhvei7lhUrFqUL4BrPlKc+xxwzU4YYMnDvgTpvlcohUqNoRKTfCd3ZZNlMSGaJpzzjI8Yl7nTBJh7iwcJmXDUfFM+oGHqlfC1WP0vPdCN0yaf0UJc8fCdtTfs43cOCneSxsoTjhRVOE4I155Jp2zhNxVyV9d8kkTKCBhEnQiOw8IZzOP4imsEyaJG9CZsuq8sWw089g5wNDfYFk3eP5IhrkzUFhrOUgbOG1Z3YoUkAdpKzJmOptKXJjUjRxcI4TtBJhOhQIVoG5vWNUfph4GO0eY+hnU6Qn3r8D3oyE6Wr/+9fBMSrQhcYnPtyT8OF6/vmQti1NAwiSLM4kcUDIUsJY9cD9y0pQsNLE5z+1WYyBrQeVdB0HPkqGKfCQtKSD3wNrWkjBJWyNZQ8KkVFsDGylOBdxYwwOqkYms2PMV19jNEyXJ+RMi9B+LuWGScwY15EOAdlL4uDBJ5AfpQg6+NDDcnTcOjMSP3lyCeRfA3RvfCQ3ZeilYyZn0GWfMC5MEaAkOhEqNoetSsFCYJGKvO2NLLy6xW0e4jJ7kiIVJTteh12r1hs6cc5AlHyzuEAOTtvCYDRRVwnON4BpfU4RDPKcDsXHf9V/QSdT0zAGlasNfa4zSnGwk9RVItzCpXAMQN5p/Gq8TJpXAheUUZSa3+F5AXXMV8V0ucyYZpL61HKQNmrSsbFUKyIO0VZkzXU0mY9FK2GfwwO/IPtZSVPH6rcFJXhgjZ6dndnj2AKLi5P+cchTylICJ9aHHchUmrR8GXRZCeDh09+ODwCiO8YJHIq/sqyLC1XlgH/98J2FSulqrb05WwqR0bX6rmby17IGFV5II79/d2O8urMbS1jsRuQfWtq2ESdoayRoSJqXaGiiLK2PIT0fO8xMlYmCSGEBWHFkqQhjoW8wNk/QdJyDc2wriwkWCiQuTSuNGThzZqsdtQhFyaQr5acd5WPEAXDNiN7MZYw6fxAlbhnBN8bIxW2k2Fi4eAK9cFg2TTlBegUkduaANk5xvwOBfYXSNeDAp354fyYg9J3hBL3IqN0JFm1PJx3VCqMlJg8zQnmzKAVy0p7N8MU2NSy9Cijy8YVDbsrJlKJAuYZKDE0zYDxk8cRtfl433HAgkihacJfTVd5UIDSng+l6eJj/kqTFMLBKBO7lCSGx+JhnmLmlhreUgbYzlI9tImwrIg3TatFu6H7VbZmymHwcHZyoOqMHqADflN7UKx+LnHkyuUIM2w9Ju8CTOmaz/jyAiMghvpP4bwM4JFrSFDnPh+WMYVY0ZYTkS5A3NjiPjyKvsuWNKSmBS9TaQp6ReUSGSO335nGkVkDDJtPrK1lNHAWvZA0uYlDrrxRJ7kXtgbatImKStkayRtAIyzJ2JVsg+yqQMJtnawdg94O0LY0TMbiN7g5ho3nFhUneyUww3egpvI40SDyYtvgkZPGBeGxof+htHbFnPfeyxIYpoorQaM8Xnn0+Ei/+AZ1YVJt06C/2KG7WnlOZMEjck11EUP5xoxFnu6gg1KNy9vyQPp3lBHedrOmESe9YmmFdjsiQbJg0hD3t5xj4ScSlffAO88qgH9/+tNqqmsrHUUSBdwiRnN1h0ExydyDCuLrvOPyeQSOpzirCmI+Hgzwy58ZTu5FSSan/hcgeaj4Wv+6aOUfT4zv2VkorXrID4p4gFTRYxQDMPwloO0maWUXZvRgXkQdqM4suuk6+AZ3ZsZp8FOweKDqrG+jvRym/rR8qvVDJOACLka7elcGq36gGvCyZl8YNy9WDXMuizHjx8YHIDqNFODXN35FclN+wy7qlREkTS+oc3yB5tbzyY5OIOU4+Cs7t6uer22eRrKJ80mwISJplNetmxERWwlj2wF/bUw4s13DeiOrKptKCA3ANrW0nCJG2NZI2kFZAwyUQrJMUwSYyr9AdQvAasH2KiURq/2dcwaSzX2U1pnLCjLec4RGDCzkQSRAFm1gzE5+mjWM+kODCJQ5tinhtIHv7hGXsSgxLGn47aYvaCMGInPPtvIzK6Joz+EzZNgYMbjdpjSmGSGIzIWSXgmzh46yqN8GIS+fiLJ3TK+ByGbIHhlWHmKciSVwlzl+owSSQ7zlkU5kuYZNQFlYqNpVuYNPscCA+lmU3pdOaCmjMpZxYY+xdcPcLoCd3pQDYOEkhjN3/ouw7Gf5SKlkm8K+mZlLQZrOUgbRGLTQ7CLArIg7RZZJedplQBAZOmHMHGzoGoCXUYd/WxgpGSHSpW5CHq/z2EBEGPfOoe/puBIADS5+NhRiM4t09z1KsozBLuceCDFtBhHvw2l3fXjGYEfkoo7hA3TzUXYkSo6rUs4jYMexf8L2u2rVRw84L5F0FEpphQF87t1e85WcuiFJAwyaLMIQeTTAXkHjiZwsnHLEYBuQfWNoWESdoayRpJKyBhkolWyBHK4YUdfbmq9GBwmDvxUOn3X8GkoSYapfGbXUxBKpOJ9pxnPgUVsNGFC7EwSeRiEuEk/tkIWf2gbi84sQvf6c2ZSgE+5yxResCk5vgoyXifGpKHKrnTLVFTTWQfHgKdcqoJefeug4A7yW1R53PGgElaAxLeS5/izf94QkD35fBuE/hpAvi+BSWqw8iqcDehF5xJPZNmnYbcxSVM0jKeBX8uYVIcmFSpBvT9Fl4+pm/7snQhO3/znI4f1IKGQ9QwOlePmt2aEiYlbQJ5kDb7EpUDSKEC8iCdQgHl46mrQONR6j50ZS9shu+IgUleV/8llCglX9Io/PiBB5y1DYUqLeDvbyFSIx+tgEnC2yj0JexcDI1HwM0zsH0BtJgI0xvB6T+TnKsI9Xye8hzgOZ9Xf0eFSZuns+XHjZTGnSncYH6xAlC+gRqiToTME+XsX/pr6JIRJh0CZ1eYVB9u/Kv/s7KmxSggYZLFmEIOJAUKyD1wCsSTj1qEAnIPrG0GCZO0NZI1klZAwiQTrZA/KU02HOjBZUqQgWw4MoxrhvWWBmHSYcrGzLWHkjHpDZj0XkvouRqePYSDP8GHPZRD3KIxXaiJJ6O5wbfLToBIGD+nJa89k4THzWIKcZKXzOE2iyjEeG5wm1DDNDWktoMziHCDBStCvw3qbcNehSEsyJBW9K6bGjAp3mBG7YLiteCPJbBjEdTpBYs66hyvwTDJ3RtEnpbnD9EMcydhkt5rxFIrSpj0Bkzq8TU8f4BT9/z8TEm6cJ5bk/ZAgYqwZRas/tLsppQwKWkTyIO02ZeoHEAKFZAH6RQKKB9PXQWW+4ObN3zdC5vGw1WYNL5OzOWLD/BkJvm5RDCfffwRfDYMdiyADSOSHqeASeLcIWDS172hy1L45xdY1Ss21LMeMx2GLxu4zxVCVO/j8XXYGJaPCrgziRssLFYwFibp0Z7OKrU6gW9JWNk7uS3I58ysgIRJZjaA7N4oCsg9sFFklI2YUQG5B9YWX8IkbY1kjaQVkDDJRCukIhmpiyfzuMsOSuGELU05w1kRa1tHWUAhenExfjTwNAiTRpMHceDryCW+pohumNR9JQTcU2FS/S/h6BZ+mDyYSrgzk9vM/Lw7lKoNY2rEJIx/Dw8FJoUQzTscZS4FTQ+T6vaGjN5w+n/WCZNE3PhyH8P2OfDn18aFSbU7qTBp51IJk0z0HWNJzUqY1BT7M+oN5IhKjUHApGcPlJA6fcjFUu4SPHY3FH0PNk+DtQPNbj4Bk7ZRCltsaM251MmZJEIACaB25Bezz19rAPIgraWQ/NzSFZAHaUu3kBxfPAUWXoNM2WFZV+w+7A6uGYkcWR2e+ivVmuGj5C26RghV+w2Adz+HE9vUkHBJlbgwqUsuGLoVlnSDF48MgknxungFk7aFFaA4rkzjFvPieiYl17ReuSCDJ9w8ldwW5HNmVkDCJDMbQHZvFAXkHtgoMspGzKiA3ANriy9hkrZGskbSCkiYZOIVou/t718oyWecUuCL8GQ6LHIMpUGYFDdnkoBoCTyTilRRD28iseylf2Jg0o+TB1MRd2YJmFTED95pBKv6xVhHwCQRNi+UaCpzzPQwSXjWTDkM9g7wzSBoO8v6PJPErc5PB8CSziowy18Wjm/X+RdhsGeSCCMiYNIPY/WGSY5zW7NkzyGy4kBrLvCIcBP/dcrmjaWAhElN4cz/VDkrNYkHk2I0rtgQvpgOo6rD45vGkj7Z7Yjfpt28hR02NOFM6sAkv9JJQutkT8YED8qDtAlElU2mqgLyIJ2qcsvOUqrA/MvgmQMWdcDz4l4cnFx4cOtSTKv18WIxBbhICDW79gDhxXPge5jZLOme48Kkzjmh6SjYOh9eBoBH1hhYZdDwa3WA/63h+8gCypltCjdZ/UlbEGGxpzU0WQQDg8YoK5tFAQmTzCK77NTICsg9sJEFlc2lugJyD6wtuYRJ2hrJGkkrIGGSiVeIPjCpEd6Mw4/p3OR3njECX7pw0TphktC791rFY4W3P4mBSTsmD6MoriziDpOK+OqEScLTScRNr8BhvqckE7mh5CKJKfZO4JEFHt9OuVXF7cAZJ8HGHuZ9Ae3mwDN/GPEeRJoGcqR6mDs7eyj9ARzbqqmXQTDJOw+M26fCpOGVGfII9vKMfTzT3c+rMHeZZrXi97/PKV58neLm2dIcnaxgbgWsFiY1HwvbF8Kz+9BsbPxwOs5uMPscODjBzDdh0ioIfADd8saaRiTX7rsOxn9kbnMp/Tv+lxx8NH5kxJ7BXFXyUZi8CA3FRYGR1SDwkcm7S0kH8iCdEvXks5aggDxIW4IV5Bj0VkADJol2NlCMudxmf9fpyYdJeg9Iu2IWHBSYtIenRK5+Ak6uMK2REnFBlvSpgIRJ6dPu1jZruQe2Noumv/nIPbC2zSVM0tZI1khaAQmTTLxC9IFJ08hHc7KylceM44b1w6TOi2HXMnjrI/ikPxz5jaHzhtECH7pykX1FSiWASb448SPFuUMYv/CIsfhxniBqEydBbfGa0OS/2Omja6TcqgImTdgPNnYwqR6Uqw+Xj8BJ3Z47Ke8QUh0mGTDoeDDJ/hw06A/b5kNIYMJWsheCSQdUmDTkHYbcDdEbJu34+1xCbzYDximrmkcBq4VJ/X+ANQPg8S2Y8LeynmNKYjApi58KUy/uVyHT62LnAHlKwLXj5jGSJfS65LYaxmhBG9iz1hJGlOgY5EHaos0jB6eHAvIgrYdIsorlKKAHTJpNARZwh0td51gETIon3oLL4JIJpjeEs3ssR1c5klRVQMKkVJVbdmYiBeQe2ETCymZTTQG5B9aWWsIkbY1kjaQVkDDJxCtEDSVUBnug8ZuhhIpWhRv/MiXIixZkZQuPFW8b4ZnUWXgmZcsPPnnh310mHqXxmtcV5q5Dhvsc67MEXj6Fhe1ULx8Bk26dVoHN5I/xCXjAFPLTjvMgPIwcnSEovifLQPLwD8/Ihwvj8eMkL2nAKURSXAHhmHUGcheDOa1g77qUTepNmHT9RMra0+PpNAOTGtWHz4bAnvWwtHPCmQmYNGoX2P739TK6loRJetg+rVexSpgkYOjQbSpMunNWf5iUVo1Zoy3cvQgX9ptuBvMugbcvLGovYZLpVJYtSwUUBeRBWi6ENKVAWodJhatA/vKwdXaakl0O1rgKSJhkXD1la+ZRQMIk8+guezWeAnIPrK2lhEnaGskaEiaZdQ24Ycf3SgA3W1pwnruuLhARrsbT7rUafp7ClNshMTApmEjqkJm2XOBg3BBuZp2F/p3rgkktC2Tg7JgtEBkBvQqr4aIETLp6FGqKl4rr8ImIioVJiXSXGEzaREk+5hTMuwACZCzpoobRS0mRMCmeesIzSXjQ3SSUat16Qs0O8O9O8o5rQH28WcRdIohWn5EwKSUrL00+a5Uwqfwn0HctXDgAE+rEwCQP7CiFG3udI3WHuUuTFgSajISrx5TwPMLzcy3+Sm4Ko5Y55yBLPljcQcIkoworG5MKJFRAHqTlqrB4Baq2UD3dF3aElhMg/9tKdAHPkCcJciaJucR4Jn3UHlpMhJ8nw8+TlGmK25GDyIUvLgzhGk+JUKf/Zs4kixdFDjAtKyBhUlq2nhz7awUkTJJrIa0rIPfA2haUMElbI1kjaQWkZ1IqrBAXbLEFXhIV74WdLpiUA0fK4MZYbrCce6kwOuN2IeBZHpy4Sxg7KKWELFNg0pDvVJg0oGx8mPSqe0/s6UFOxgsPo0RKedy5Rxjv4xnPMykGJs04Ab6lJUwyrkmV1gRMmkE+/AmnYvt2UKcnHPqZLdNGURpXJnGLhdxVe34DJs27G8VfPOVHEsmREidnkgxzZwLjpUKTVgmT6vSC9nPh7nnoVyIGJhXAhZ7kpK+zv1XCpIpH97CaIhwjkBacM+7qkTDJuHrK1qQCSSggD9JyeZhagSH/7fgncTP53YzfB4Uqw+8LYNdyqNkOVvbB0ydX0jCJYGg9A74ZAE1HQ6UmOExvwj+3nXDGjp5c5D5h4tTF+QrvQ8/VEPoSOudM/ljlk1IBPRSQMEkPkWQVi1dAwiSLN5EcoIYCcg+svUSSA5O8vL15ERhIaGhooh14enryXrUaPH36hL/+tzumnneWLNjb2ePvn/becWurmT5rSJiUmnZ39YBhW+H+NVjQFrqvSOCZlNZh0ms5M2EfHyYN+haiImBgeZ0wyRAztCWbbpg0+wzkKiZhkiFi6lk3G458RzG28ogp7QfFwKSN00ZSAXcmcUMnTKo05EPmPXYmmCiqcUI52CcoEibpaQXLrWaVMOmjHtBxPlw5AhMbwMT9MKg8BV4EWydMaj0drh6n2b6dTCe/kpPufU4ad9FJmGRcPWVrUoEkFJAHabk8TK3Ab5SinshdamMLji4qsDGkjNkNRavD9nmwsnfMk4nBJHGZ4w6hyp4ypsw+BzmK4PDNV+z/dTdO2NGHS+TCiXCi2VAoPwzaBE/vQ/9ShoxO1pUKGKyAhEkGSyYfsEAFJEyyQKPIIRmkgNwDa8tlCEzy9fVjzryF1KhZi6rvvs2//yZ8R1C+wtusWrOOjBk9+G7DehbOn8u1a1fx88vLH7v3Eh4RTmRkJK4urtSoVpnr169pD1LWsGgFJExKTfMUq6bCpPBQ6JEP2s+RMCkZ+icKk+r2hg+7wZB3EuRbMrgbGeYugWQZsCWEKCI7LYIPusKxLWycNCRJmFRr8EfMDnAllCgqcpRIXYaQMMng5WlpD1glTKrcDDotVsNxiu/ssnXhn58oMOML64NJ2QvC9OMQFEizruWZHplHwqS3qnLl1AGihEetLFKBNKiAPEinQaOlsSHHwKSs+dSwc7OaGzaDbAWg3WyY1QxCYkFUYjBJZ+OfDoYPuuAw+n0OP8iEM7aKZ1JzfIgkih5cIaJMHfC/DPcuGjY+WVsqYKACEiYZKJisbpEKSJhkkWaRgzJAAbkH1hZLX5jk7OzM7LkLqFL1PfLk8aVKpQoJYNKQYSMYMnQEO7ZvpVmThkRFqZd+HBwcuHbzHiHBwRTIl1v5tzPnL+PhkYlc2b21BylrWLQCEialpnkETPrqJ4gIg37F0i9MEvl2Dm2CO8kLoZQoTMpZFBoOgXmtk29V7zyQr6zqjTBhP9jYwaR6cP1E8tvU80lX90x458jLzQvH9XzCTNVyFoHh22FuWzaeeyRhkpnMYEndWiVMEjetR/0Bq7+Cgm9DszGwbhAF/tygwiSnezDnAri6w7gP4dI/lmQSw8Ziawd91/+fvfOAjqrawvA3mUw6JJCEQGihd5SmNEGQXqVJEwGRJiBIR3qTIh1BelM60gQsCAgqIkV6rwmdEAgQSM+8d++EZAITpmQyLeeu9dZ7jzlln3+fmZx7v7v3hhsnab15iYhMAsSNtHFbSLS2PQXEjbTt+cTRLDIJJqncoPdyWD8a7uiGO0bBJP+80HG6nObuBOXl9Nqjuc4gcqNGQTPOEGzu+n+O5kixHrMpIGCS2aQUA1lRAXEGtqL4YmqzKCDOwPplNBQmvRxp8ZIVtG7b7jWY1KhxU9as28iVy5co+3bJFBN37/E530yfxZhRI5gxfar8WbfuPZk2Yza1albj8L92/PxEv8QO30LAJEu6WIJJ/ddrYJKUasHBI5P28ZacbqJlQXfOaae5e/IgTaqnK0wauRuCSsPUFtB7GShVmgfFFnib0W5gkuS9cfthQn02x+Q3DSYpnTVvoy7pDSIyKU3fB1vo7JAwSRJ2wEZYNQhCbyTJnFQziSuQryxkyQ7/7bIFN6TNhlaj4Np/tD52OAkm1ecUzfFjC6HEpm10TW+tNHf+B9bLb5DfJPWcy+aY0tQxxI20qcqJfraigLiRthVPOK4d+mCSFB30gni2E5YsQpvx0HwEXPobRlTVKY4pMIlpLfkIfyqQmYXcYQslZJjUmNMCJjnuFrS5lQmYZHMuEQaZoIA4A5sgmuhiUwqIM7B+d5gLJt0IuUtWX18WLphPtmzZCAsLY/o3U7h9+xa//LaXylWqUvP9qhw9clg2qmixYhw+epK5s2cy/Ksh+g0VLWxWAYeDSQH58tms2PGFKxPZayWKuBg8RlYius3XuPw8hylXw2kWk5nfVc/xS1BSOt6NKW4PWekWbrNr0WeYd4ITvz4LwlXtxEelfDnRb6lcM8l9XC2cnj3U1/2Nn7eL9mZUpD9nlNG08gphbUQe2mS6SUL2QsQ06Ifn0l5MexFAYLyKnl53eeSkM7mazjkiZkqRBt64LfyMBP88qD19cd08Pk32GtrZ1d2TzFkDCL19zdAuVmv3YtA23Ge1YfUjP8rFuzHd7SFL3B7L9iRkK0CkFIGncKL+mGZMvaMmGjU1Ml8jQSH95IBaqSJy0FY8Jjfk+bg/UQcWJduCHuzYc0x+q7Sv5x2OOUdZbX1iYuMU8PT2ReXiSnjoHeM6vqG1FB7t5ORktvFMGSiyx1JcN47BKexmUvduUT60ifahQeZgohRqU4a1yT4xjQfiFHyKj44cYmJkAJecYvhZ9ZTu0VlY6/KEqR7JDwNLx7lSIt6Nta5PjFrL8/H/oPbLg+vKvjQ98As5E1QsTvzdMGogCzQOzFecu8EXUScY/vfDAmaJKYQCBivg5uGFp48fYXeSYbjBnc3cUPql1Pz1F5cjKbDxWR5aZQohwS8vMc2H47qkJ5EDtqLOGoj79OZ0u/WE5wp1ir8V0S1GEFuvL07XjuAxqYFOOby8fVGqXHnyUP+ZIiFrTmJajMJtcfeksfLGq9jwTIpMguaZQ7jjJNKVOtK+s+W1SC9XxcZE8fyJFkC1ZYONtE2doEbhJH7NjZTN7pqLM7DduUwY/IoCtnQGtlXnHN7/By1at+JhWMpnsxIMepmmTtt2XZFJvn5+XA/WnNXOnjmDQqGgeIkSxMbG8m6FMmzYuJmChQpTrHB+GS5JV5YsWQi+dZ+TJ0/I9ZfEZb8KOBxMKly+ss16Q+2s4mHnBTiHXiPzb/N42HMl7se2M2f9D9SOcOagezzeCQqKRzsx2zeGtT5meRfcanq0DXcmKEbJ2LIFCes0BxLiyTa7Dcrnj9JkU6snzgx86MpllwQ65HrB4tsefJYrklj/fDyr8Rk5133FhhAvXNUwNHsk/7lrFerVMXO8lx9PGg0g64bh3Bu0i3jPLPL/Jj6OBI/MeB7bniZ7De2sdFbh4uZBZIRxD2gNHd+c7UK7L8d3aU8WByt4K0rJ/KwxrMjuQoKHN2onZ8K6LUbt5MSHkzsw/spTYhTQJG+EFkxy5mH3ZfjP/4R7g34i3i8veb4fzOadB1CpFQwLiOSkHr+Zcz1irLQpoHJxw0npTHRkRNoG0uot3YxL41rzCms/DaST6OcAACAASURBVO+dM3AOT36g9dUDFbWeqWgS9IIIpTWtM+/cL0rXxTnsFs3PX2REqBtXXRI44xZP06cq9njGMTx7Mtz99JEzJaKd+SogimgjeN/9QT8R5xNI4Lqv+H7XATwTFPTM+YIHzuZdizlGkwDpi6ePUKsdBxiaQxcxhv0ooHR2wcXVncjn1j9TJKgTcJJSh4rLoRRYfsuDzrleEJc1F0/rfUGWDSO5O2IvapUrxed1ZdXBC8Q5wac5I3mS+PfyaZ1ePKvZHZerh/Ff/JlOPVSu7vLLJNGRyXWUjBWu02MVMahZk0WAJGO1E+1NV8DV3UuutSidYR3xiouJxtnF1RGXJtakpYA4A4vtYO8K2NIZ2Fa13L15LR0/60xMTEwKE8+fP//av0kNdMGkLp91Y+bsbzl+/D+qV60ojzNj1lw+69qdfw/9Q47AQLnOUv6gnDwMDZU/9/Dw4F5oODdvhlCiaEFblUfYZYACDgeTPLNkMmDZVmySmEoI72zQcyk8vEG2noXYREnacobvKYGURmkiwSzkrhUNNePUBSvAkG1yZBKDy0Ma09x9SnbGEcRVoqjBCbZSiiachmz5oOaneK4bzT7K4IqCHlziH56+eTF910CFJvD9YGg6CDL5w7yOcOhHM4qgfyi7T3NXvBCUbwy7F8G4P0Ch4IPBtZj1yINoEniXYyS94y/VzZJSnSzuCa5eUO9zfMbW5dfYwnJkUncuctg/K8REpnm/6FdetEirAg6b5u79jnD0J4hIBuDS70o2XGw2PVtafdmabEynAJeJ5DBPaUcAOwijJ5raFioUHKYsbij5nEvsw4gI2o4zoFwjfEfXZtdjX5xR0IWLnMB8EDKt63/ZX6T4MJeSYhxrKSBSfFhLeQeft0pruHiITA9vsYvSNOAUzwLyQruvYV5nmHsJXNwpPrElK688IwE1LTjLrZcpTVuNhlZj4Pw+GF1Tp1hGpblzcLnF8uxLAZHmzr78JazVrYA4A4udYe8KiDOwfg+aI83dJx078+38haxbs5puXTvLk3p5eXHn/iMehYVx/cZ1ypUrT43qVTh29Ij8eWBgTi5cvs6fB/bTsH5t/YaKFjargIBJlnbNqzDp/lXoXZDtlKIZp+lDIG3ITjvOcc1RCsaaGSZ54cRSirCEu+wlnG2JMOll/JEnThygDC4o6MYlqpCZh8Sxgnu6vT3xbyhUGXbMgIrNBUwy5Duhq2bSS5i0biQM3CQntflg6qfMisv9OkwatRtK1oK/VsOCbnLdGZ/7IfxK6WSY1LQHhAbDwQ2GWCTaWFEBh4VJVtTUWlO/hEkhRPMn4Tph0kEZ1ivpy2XjYJJUg87NC9/nEeyilIBJ1nKymDdDKCBupDOEmy27yEqtNC/C3T7PtGHtaI0/mwjly4plNC8IDSkHcy9rYNKE5rphkspN8wLX+b/gse40dgImWdatYjbzKSBgkvm0FCNZTwEBk6ynvZjZPAqIM7B+Hc0Bk0qXfou//jnCkcP/8kGN95ImDQt/zvPnz/lj3x4+bNaCzh3b8+OmjfLn5cpXYN/+v+UaS4MG9NNvqGhhswoImGRp17yEScd2wMSD8ONE+G9nEkzKgSsjyUv3xLfALW1eusxnZpikbWNvctCTnMzkFksSYZEEk/6lHK44MZxr9COX/Gbkh5zloa4y8iN/hVJ1YMvXUKMTePnCnPYiMulNm+FNMGnVQPmBsRyZFOnMLAq+DpMGbYZ3msHvi2FhN3kmH5wFTEqXL2D6DypgUvprbKkZpO/hVkqwnvsE4WFemJS4CF9UZoFJeZFSrSjSpbi6uJG21I4T86SXAuJGOr2UzcDj1uoK3RfB3YvM+KIhrfBnM6H0HTgVyjWEL0tD23GQvRDFxzVh/fMcSC96NeR0cmSSAfIJmGSASKKJTSogYJJNukUYZaQC4gxspGCiuc0pIM7A+l1iDpgkpSR+EPZUBkd5cwXIk6pUKh4+jpBrKA0c0JdfftvLd/PmMmTwAPnz/gMGM2bcBBo3rMv+P/bpN1S0sFkFBEyytGu0YVKflbBlCtw6lwSTpPRJX5KbwVy1tGXpN186wqS5FORD/FnPAwYmaiZl5Z9BfvLjzteEMJfCchHexpzivj6YdPsiVG8P4+umnx6pjGxXae7KN5Eh6OaEYlQgE5MIZv7LyCQJJiVeH5AlFZi0Fd5pCnuWwIKucmsBkyy+5cw2oYBJZpPSJgaSAPA8bvMZOZJhksd9KF0L1aHNmByZlLg6c8EkKQWfdIhZzX2z6yZupM0uqRjQwgqIG2kLC54RppNgUo9FcP0Ecwe1ohl+bOMhvQISNGnuZraBMvWgSGUKr5vEZoqTgBP1OElVfDjKU4OyLgiYlBE2k2OuUcAkx/RrRluVOANnNI873nrFGVi/T42FSZu37aBWrTo0qFeLv/48kDTB8JGjGTJ0eBIcatGyFctXrqZ500b8/vtvnLt4FW9vH3Jm95X7HDt+mojnz5NqLOm3VLSwVQUETLK0Z/TApKSaMpa2Kz3nS0eY9B2FaIgvP/KQL7mSAmKUxpPfecwyihoOk6SIsffawtIv0lMRnWPbFUxKXMFmSuqFSQspTBQJlM56l4Qxe2D7DHj2ADrNgbkfw7n98mgCJll8y5ltQgGTzCalTQykEybVqwMN+6IaWZ2D4dlNS3OXuLo0wSSpNl6uYvDfLhl0CZhkE1tGGGGDCogbaRt0ir2bpAWTFg1qTX2y8huP6BIQ9xpMYt0oRpOXCOJZxj3WUZx/eMIYgvWqIGCSXolEAxtVQMAkG3WMMMsoBQRMMkou0dgGFRBnYP1OMQYmSSDp/fdr4uzszIP795k5cxrz5s5OmmTWnHm0//gTLl26SIECBZk7ZyYTx4+VP/fz9+fgoaO4ublz/95dlEoljRrU5c6d2/qNFC1sWgEBkyztnlRgkpSuJ/hlcVpL25Te86UjTFpOEaTol12E0YPLSSuR/s0kmLR/JRSrpomYsfDliDCpBB6soTgPiKFOs0ao20+Em2dhUFkYuw+GV0lSWcAkC284M07nUDCpQDkIfwBhN82okH0NVQ1vTvGccQTxIX7sIZzOszZDzmKoVg7g4I4/DIdJbpmg23cw9xNQayrbpQkmFa8O5RvDqoECJtnXthLWWlgBcSNtYcEdeboWw+VoJLIGJkUmlRxUhd4EMo87nPZyh7L14MBqcHYFZxVERaAE+WWuknjK6VPvEkMVTuhVSsAkvRKJBjaqgIBJNuoYYZZRCgiYZJRcorENKiDOwPqdYgxM0j+aJr1dyZKlOHXqJPHxr4dISFApPi6Ox48fGzKcaGMHCgiYZGknpQKTLG2GRedLR5j0HpmYRiF6c4kjRCQtyyiYNPp3KPEBbJsMq4dZVBrtyewRJu2kNG/hyWRC+LZ4waSHvNrr6kYOjhPBkaY9ocMUuHIERlTVCZP28pZc6+pjrwccH7YGnj6CGS0hNtpqfhET61fA7mFS0FvgpITIZzDtBITfhz6FIMEhY0X1OzSxhQSTWuHHrzym35T1kL8cqhVfcnDnAcNhUsdpUONTWPsV/LpAHtkcMMln1VA2U0IerwVneUycwesypKFD3kiXrgWFK8KmCYZIINrYuQIZ9kbaN7eckpN9y+3cgzZifu6SIEWVRzyG7z6DodvhxG6Y1dooA+dRkC2EyRkD9F0CJulTSHxuqwoImGSrnhF2GaOAQ56BjRFAtLV7BTLsGdgIz5kbJhkxtWjqIAoImGRpR2rDpCKV4OY5ePHE0lZYdr50hElSfaStlKIJp1OsySiY9EFXaDkCJjeB4JOW1UZrNnuESb9QCin6aAo3+VZHzaQUYjYdrIFJl4/ASN0w6S/KyDCpaUE3zo3dCfGx0KcIPHlgNb+IifUrYPcw6ZNvQOUG26fD+AMQegNG18jwMMkDJ94lM0d5xrNJB6HAO6hW9OPgrj+TYJIXSmJR8wuPdG+UMfug+PuwdzEs6Ca3eQ0m1Wqr0fzkbv2brdcKyF+GfGMasv5ZNpxQ8BFnDarDoX/w5BYOeSOdWMtESj8lLsdXIMPeSEsvB9TvowEf4kq7AiVrwrCfNC/1dMsFvZbChrFw+4JRY48jn1xf6RjP9PYTMEmvRKKBjSogYJKNOkaYZZQCDnkGNkoB0djeFciwZ2AjHCdgkhFiiaY6FRAwydIbQxsmWXpua81n6zDJyxf6/T81x4R61lJIntceYZKUnrEeWVnKPeKG/wJ5imtS1z0MeV1L3zwwdq+mZtLeJa9FJkk/Rn3JSSHc6V0wC2rp4UV8nCYlnhZM+pZCDOYqL9CkzBKX9RWwa5gUkB+mHtNEJkl7t0obTR2vk79ZX1hbsqDLXKjWDtWomhwMVsow6Usuy9//ONSM5AZx738Clw/D7fPJlg/eCuWbws+zYXk/+d9fg0nNesPdy3DoR/0rXvkYXD3IN74p688+EDBJv2LJLQRMMkYtu2+bYW+kBUwyfe8qVeDiDpFPqUtWvHFmQ8mS8OU6iIvWvNxTpzscXA+P7hg1j4BJRsklGtupAgIm2anjhNkpFBAwSWwIe1cgw56BjXCcgElGiCWa6lRAwCRLbwwBk8waZWKWyCQBk8zzLVgVLj/kZWpzOLZD95iDNsOyvvDotibd0sWDKdrVIQvF8GR2wRwwfJcGJg14K8WeWU8JunBBLuosLttQwNZhUncCWcFdouXqDa9cEkz6+h8NTJKikQRM0r2p/PNCx+moprXiP8rhhpLRXGcweWSs24wzBPdeAP9uhiPbGUMQc7lF2OBN5oVJS+5qYNLk1gImGfv1FzDJWMXsun2GvZG2FEz6aDT8Mh+ehlp+nzTsB3+uNv/chSvBe21xWvoFw8hDFpwZVDIItTZMinlh0noFTDJJNtHJzhQQMMnOHCbM1amAgEliY9i7Ahn2DGyE4wRMMkIs0VTAJJvYAwImmR0mjSKIMdxI4d7MKPFEiR8qllFUfoTcmFPcJ/b1bSBgknm+GiN+gVzFYeR7EBr8ZpgUdlPn50kwSRUKg7fB4zuwoCtlE9y5TpRcF0XAJPO4y5yj2DpMeuOekWCSlIpNqYQJ9QVMSm1jJMIk5bSW/MZb+OHMUK4zliDUKGhaxIt7QzbDswfQt5j8uzuMq9wfvNG8MGnRbQ1MmtpWwCRjvsQKBbQYBQXKwozWEBtlTG/R1g4VyLA30paCSS9fjknlPJOuW2bARlg1SJMe1JzX0J/k34gcw6qz66E3ShQ0LulP8JcrkyOTTIRJuXDlMbE8NyCqXKS5M6dTxViWVEDAJEuqLeZKLwUETEovZcW4llIgw56BjRBYwCQjxBJNBUyyiT0gYJJZYZI+n5bCM3WY1Pwr2DlbUytFpLnTJ6X+z6V0hqU+gC2TU2+r5+FLEkziFjSVHpQEw8ENTCI/a7hPYdyYSH6Wc5dZ3KYUXnI9F3FZVwGbg0lKZ+i5BP7dQu4jP7OBEnzFVfbx9HWhBEwybPMkwiSmtaQhWaiEDyu4xxqKyTCpUYV8hPb/AaKfQyffZJjUZQa8/ymsHQa75shzvZbmrucsuHMJtk3Vb4uASfo10tVCSl0laSf996RGcHpPUiup7t1tYggnzrSxRS+bVCDD3kinJ0xqPQ6uHNZEXzsiTFoWCh4+5JjSkl+P35bTiDYs6WcWmGTMl0TAJGPUEm1tSQEBk2zJG8IWUxUQMMlU5UQ/W1Egw56BjXCAgElGiCWa6lRApLmz9MYQMMniMEl6kJyAmpqcSI5MklJ5DNgAW76GvzYImGSp74GJMGkVRfmee1TBh8/IwV4eM5CrTKEAnTGuCLSllpqR5rE5mFStPfReCeGhjOtWiU/Jzh+E04mLSG9H30ArKkPAJMO2qhZMqoY3lfDmR0LZQHFAQd0KQYT2WaqBSV0Dk2GSZyZN8fZR1SBBk5pSGya1LeDJpQm7NW+99wzi8wg3dhBGCNG67RIwyTB/vdpKgkjzr2tg0jfNk2BSACoZCEpQfgjXTRtb9LJJBTLsjXRqMKnyR5oUuxf+Ns1f5RrBwI0QFQld/EGKDpLS9jpSZNJ3N8DLj2wz27Pnv1syTGoQ5ETwV1sg4jEMLqf5rU7nS8CkdBZYDJ9uCgiYlG7SioEtqICASRYUW0yVLgpk2DOwEWoKmGSEWKKpgEk2sQeqfQx3r8DlQzZhjkWMkCJWhmyDhDgYXN6iMCk3rmymhFwrpSGnePKyzs6nc6B+H7j0D0xqLGCSRTYCet/kVYL88CJWSkyYGJlU7+DvzKcgN4nmH57yMQEc4imfc1nAJEv5Tc88NgmTeq2Ax/cY3aMqnxHIHh4zWBeAFDDJsF2UJQc07q9JrZR4FcSd7ZSUYVJtv8fcnrAHQs7g+3UjNlGKKdzgF+coqPc57JiZ1E8bJnXwfca5cb9CRBgeI6qzJjaItdxnPQ+T7XLzBO8AeHADFt40Kc1dJpTkw41TPDdovQ53Iy1BpLmXNDBJSnOXGJlUn6zMpgDhxPMO/xmkjWhkHwpk2BvpYtWgwRcwvWWyo5xd4YtVmt+QNV8lgW2jPCnBpP7rIOoFdM3hmDBJAs6Z/GFeR/odOkQWVIyW0kh3+VZT4/KvNUZJZmpjAZNMVU70s7YCAiZZ2wNifnMo4HBnYHOIIsawKwUy7BnYCC8JmGSEWKKpTgVEZJLYGOmvgBVhkrS40ngSRTyXtKMRPp4CHw6GE7/B5CZQsgac+CX9tXjDDB6ZfPALzEfIxeNWtSNdJzcmLUwiTGp+cC9TKcBdYujORTniYTI3OMgzAZPS1VmGD25zMClLIIz+Xf5OT1kxl7YEcISn9NQFIF+FSRI0eXAd7l42XIAM2tIVBQsoRBxqenGFmE7T5dSC1c+fYiVF+YUwenDlNXUkmLSbt3BGwSec50Sz3rLeLQ8d4Bvyc4to3uNEcj/pd+OtOjD/M5Dm0FUzqXJTCDkNt87p9EYRPOhOIP112KOrg8PdSL8BJs1MhEkVBUxyqG9yhr2RnnQIchaDqc3gzF6NT6Vo9FG7IT4GehdiwrPMrOQel4lESvN4nhcpK/k4/b+GnrMLxEQm7wkJJvVZCdGR0DOvTcOkd8lMIdz5gfvG7WktmFT30D68cWYDD0BK7ye9fHX8Z+PGM7G1gEkmCie6WV0BAZOs7gJhgBkUcLgzsBk0EUPYlwIZ9gxshJsETDJCLNFUpwICJomNkf4KWBkmaS+wLdnk6JYb7UdDs6Fw/BeYWD/9NTBgBgGTXhHJKyvEx9I80jUJJr3HcdZTgi5cwAMnAZMM2FeWaGJzMEladLcF8Pti6l27xnQKsoDbSH/wPiaHDCWPE6GR5lWYJAEJcRmsQAcC5EjCddIDx04zZJjE+T+T09wR+9pYEkzaz9syTGrDuRQwaSr55TSENTmZ3G/aCZBSV60dDnV7JcGkXWcfyT5twCmufTwGTu5OUQtIe2IBk16JTMpZFKIiqP/HTwiYZPB2t6uGGfZGekEISC8UzOsEB37Q+EyCSV/tgLgYFP1KsCkiB4u5w17C2UpJ2nOOxy8j16X21TvBO000KSFfXq/CpMFbNWnuHlyz7L5QqmDORTnCSvH3Ohrjy0+ESfHcSdcHZJFfpJop1Z805tKCSRz6MbmnfxBEPpMjSC1xCZhkCZXFHOmhgIBJ6aGqGNPSCgiYZGnFxXzmViDDnoGNEFLAJCPEEk11KiBgktgY6a+ADcGkCeRjE6GcaD9cwKT09/zrMxgTmZTYuzl+OmFSftz4hgI04bScxlBc1lPAZmBSqQ8g4hFcP54Ek7h2LAlAStEy7+LFTG4z/eVDNgGT0rRxpAeWCcAZKX1c7W6aeiQ3z74RJjkBg8lFIG705ypxlVvJtUxaXriETpg0/k8oVhV+GAKNvpRhUubpbVl9IhgFCtpxnqcfT3wdJimdQYpCXTkAAZNegUl5SsoPh+vv3WpxmOT3/9RZ0i92mA7QmKbNKDqnUCDD3kjPPg/++WFBl5QwafBm+QWVln2rMS0qgFvEsJ4H9CSQbYQyTErn9vJa9gA8vGFyUymLp5zKEyla6WVk0pJeMPBHuPAXjH7fsjtPip6dcxn2LObzFVPpTS6mE8LSxCgk6fd1PEEUxoMOXCAqZczVm21NDSZZdoUImGRhwcV0ZlNAwCSzSSkGsqICAiZZUXwxtVkUyLBnYCPUEzDJCLFEUwGTxB6wkgICJhkkfIaITJJqruxbadTbranBpB8oRlk8mcNtphn79q1BHhGNDFXAZmBS+0mamhi7F6aASaXw5BzP2UVpOaXRPG4ziZua5QmYZKibjWonpaMcxlXupwIMcuGKJ0ou8iJp3Jb464dJgUUhf1kYXydl/b2PJ78Ok6Q0VWP3wfAqAiZpp7lb2B2kmmLxMdTv/hYzo3PINZMsleYuRTSbUbtKNDZGgQx7I20ATJoaFSBHQP7FEzqTnV94RFcuJcu7LBRcPWFWW6jWARQK2L8Kvvgeol9AzyD45Bv4bSHcPGOMW8zTNrM/PH/M3PggPsRfhmIDsyugfm88l/fnT8rihoIuXJSj8XVebcbD1skQHw+F3oXzB2DetaSaSSkik8xjtcGjCJhksFSioY0pIGCSjTlEmGOSAgImmSSb6GRDCmTYM7ARPhAwyQixRFOdCojIJLEx0l8BAZMM0jhDwCSDlEjZ6FWY9Bk5+J57/EBxKpGJGdyS/yMu6ylgEzApsDCM2aepcTGkPLSfLKe5kyKTXl6TCKIJ/nLdnDvEUA0f5gW4avop/18jY0J9Td0dcaVZAX0wSdcEEkzSWTNJOzLp53ngngnC76UcQoJGJ3bDlq+T/10LJlXDm57kpC26ayq9ao/D3Ui/WjPpnQ8h8in110y3eGSSgElp/noZNECGvZHWgkk1D+wgB66sLpwftCKT9MKkRbflCEi+HwIdpoKTAr6qDE0GwqXDsPu7ZB9IEUtSjcctkw3yizkbzaVgMkz6cgKU/xDPbrnY9zwIqaZdDy6lhEld5sAf38PVI5oaUtNbQdsJULUdLO2j+d+Z/GFeRwRMMqenxFgZRQEBkzKKpx17nQ53BnZsd4nV6VAgw56BjdgNAiYZIZZoqlMBAZPExkh/BXxzw+i9EPUURlWX6zRY6xJp7qylvOnzSjBpOgV4QCzvahWI30gJAZNMl9WsPW0CJknQesweiIuFvsU0BcNfgUkBqOQ6W524QBUy0wBfhns91USvSCnRxtR8HVKYVamMM1hxPLhCJDFGpKCUYJL0Xb9HTIrvOtowaevU10WU0huO+FlT0+PTbJAQr2mjBZN28xZFcKMnV9iJ/rofdnkjXekjuHQQwnTA9VdhkhVrJumDST4oGU8+vpRSIBqxfzLOt8uwlWbYG+lEmOQ2rzMb/j6JDyqaFPYifPDGpDR330QFEEw0BwjXHZmkDZPajNPApBHvwR2t6KWXbmg9AT4cpKmftHuBYc4xU6sUMKl6NWg+GM++JdhHGd0w6bN58MdK8AuCXoth13wo9T4UrAg7Z8K7zQRMMpNvxDAZUwEBkzKm3x1t1XZ5BnY0J4j1pEmBDHsGNkI1AZOMEEs0FTBJ7AErKtBsKIQGw19rrWgECJhkVflNmrwpfsyhIA+IpgLHk8YQMMkkOdOlk83ApCHbICEOBpfXCZPccKI8meTURlsoQW5c+YQLnHu7OkhFzY9tTxd9xKCGKeCBE9spxQbuswityCN9MMnZFaR6bOf2wzYt2KQFkw5Shjy4yoBiI6F6DbK7G2kp0uiLVRB8Wk7r99plIEyqQCZOEZFudeh8cGYjxUhAQSvO8pRE8Kdl8OTECMK53OI77ur1lWigW4EMeyOdCJN853Ri76EruABNCmfi8uDVSTBpRlQA94iV09vpTHP3Eiat6A/Nh2tgkvSygXSOffWq0AS6LYRpLeHi3xbdjvMpRGP85FqgX+ZUQfNheM7tpB8mVfsYGvw/EuniPxD1DErV0UR1vl0XsuXV1Iq6eNCia9GeTKS5s5r0YuI0KiBgUhoFFN1tQgG7OwPbhGrCCFtSIMOegY1wgikwydfPj4hnz4iOjn7jTAULFSaTlxfHj/+X1M7P3x9npTP37ol7OyPcZNNNRWSSTbvHgYzz9IH4OKtGJUlqCphkn3tqLcXl1Ha7eJS0AFuHSdJD02gSiDSm+LV9ugebhEneAfAwBF480anqWSrgiRPducyvWvvKTl3gMGZLkUmLucsFrVpKeiOTpNXrqZm0g1IUwJXeXGUPj/XqZXc30rW6QvdFcPcSfFGEBRSWU1wlXa/CpLCb8t/k+vfDU6S5W0lRBnCVh6nUutIrnJ4GBXFnLcVQJ8KkYKJe6/E9RamOD6u4xwhu6B4xb2l48RRCU/k8rYY6QP8MeyOdCJN85nbij38u4oqS+oU9uTF4rQyT8vSvwNrngeyRf/cVb4ZJczpA/nKamkkbxujeFVrQ2tLbZjlFqYUPO3lEjyzPoEwDPPcu1w+TpAgk6SWv47+Ak1MyTJLqJr3XHuZ+YumlpJhPwCSryi8mT4MCAialQTzR1WYUsLszsM0oJwyxFQUy7BnYCAcYA5Py5g1i9tz51Kj5Ae9VfodTp06mmGngoKGMGjMuxb+VfbskVy5fIigoH3v2/UlsXCzx8fF4uHtQo3oVbty4boS1oqktKiBgki16RdiULgoE4sIainOYJwxu3y35Rnpi/XSZz9hBRc2k1BVrQFaOE8FdYpIa2TpMGkBu/uMZ+wiHnMXg8Z1UwYaxe8XW2lsaJknf5dpkZaV29IqRtdnGEYQUhdGW84QTZ2uSZlh7BpOHjTzgFtEUw4NLRBI1fj8Uqwo/DAFdae4ktRJhkuL0Hpriy37Ceeys1KQwHF6FimSmJ4F05IJB2trdjbQEk3osgusnYFAZdlKahpxKXuurMOn0Hvmz+mS1OExakwiTPuIsKWBS+cZwZi8bovLK/lrHAwZzTbe/pAfhdy9bta6LQRvJio0y7I20Vs2k7gf2kAc3hhfO2MtjNQAAIABJREFUnlQziYFlmP7MR4bWUsrFTwhgN4/4VHEZpCjH2Ch4GZkkwaQsOTQwafci3d60IkyqTmamUoC+XOEQz2T7pJck9Ka5q9QKmg6E03tBnQAla8HWyRpg5uYFEfpTgabn1hYwKT3VFWOnpwICJqWnumJsSylgd2dgSwkj5rEbBTLsGdgIDxkKk9zc3Jg1Zx5V36tGnjx5qVqpwmsw6dbdh2zd8iPhjzUvbIaEBLNo4XeoVCquh9wlKjKSgvlzy5+dvXAFb28fcuXwM8Ja0dQWFRAwyRa9ImxKFwUa4YuUX/4RcZT7pI2mkPKpPTCuVrrMZ+ygAiYZp5jdwKS334X+GzUFr8d+YNwi7aS1pWFSETzoTiD9Fdc0UNg/CLZOgeG/GFybTQJJUs2ksalFPtiJ9o5q5hfkpBc52UIoQ8evMhgm1Tp9jPkUlmFSV+cbSTApac9wxSDJ7O5GWgsm+QyqwM+Upj6nkkHpG2DStxTiKXGU4RiWiExKFSZJaSoX9aTk43DmUIh2nP1/bJIO0OuVFYbtgPC7MLMtxCW/ZGCQczNIowx1Iy0BkKaDYOM4mHkG/PPDgi40OvCznM70u8J5U8CkKs/iOMtzRpKXj/Dnb57Qpno5aDEaRlSGWWfB1RNmtDYKJkmRd53IzgjM/Lale2bosQTuXoT1o0CtlnexdBPXjgBWcz9pV0sw6W/K4oKCLlzkH54m7/iXNZOkumojf4UF3aHQO9B4IMxoCZcO2cS3Q8Akm3CDMMIEBQRMMkE00cXmFLC7M7DNKSgMsrYCGeoMbKLYhsKkl8MvXrKC1m3bvQaTPu/9BRMmTmbF8qWsW7uaw/8mnyW79/icb6bPYsyoEcyYrklF3617T6bNmE2tmtVStDVxGaKbFRUQMMmK4oupLatAbbKwiEI8JI4K2R7B6L2wvB8ctY06KQImGbcfbBEmeaPEGQVhxJEUmVSrlSb91L3L0KewcYu0k9YWgUlKZ/hkOizvy2zy8z5ZaeJ1h+Bvz2jeJp9YD4pWMbg2WwAqgnDnX+0HbXaid0YwczC56UEOdvKQPuNX6odJnlkgJpJesb4MJbcc0fRB84bw4VBY1Z8iv6/RAEgJJkkPiaVoguepp7uzuxtpLZg0b1ArpFpzP/GQni/hWSow6T28ZfgWTizvccJ6MCnv2zB0O/w6D8+t37CcYkiRSzqvwpVg9G6Ii4XeBeFZ2qMopOiO6YRwP53S+1njO5uhbqQ7z4T3PoGNo6Be7ySYVPDAj2RGyX/5CsHoPRD9AvqXSvrulyUT8ynIeG6wc/p+yFsK1o6EM/sgVzHYu1QDkyRs8+i2bjcqnKBwRbnGkLHQ2uB98VZtGLIdYqLgs+wQl3quegkm/Us5XFHINQElm0KJZSdh0Hsl7FsBZ/fBqN0wvRUolNBvNUyoZ7A56d1QwKT0VliMn14KCJiUXsqKcS2pgN2dgS0pjpjLLhTIUGdgEz1iLph05dpNsgUEJFnxz8G/adGsMREREfzy214qV6lKzfercvTIYblN0WLFOHz0JHNnz2T4V0NMtF50swUFBEyyBS8IGyymgPTW9XoeaGrv1OsFe5fJDyBt4RIwyTgv2CJMao4fWVCxlLspYZJW+injVmkfrS0Ck7IFaR4GDnmHfRG5kN4A7+X1iO0z/wCVG0xpCq4emgfLV4/ah3DCylQVUKFgKyX5mHM8Hv+HfpiUOFIZPPme4nJE08iRi6F0LfhzNUXmdEuGSRWaah4ab5qQ6vx2dyP9EiYFn2LGgOa0wp/NhNKXq5o1pgKTpI8WUUTW62cepRtMcscJV5zwQ8UOSso1k+pxKjnN3UdjoOVoCDmJ58CySTCpMO5UJBOreADvNgefAE0qv6HbNBFJA94yC0xaTBFGc507WqlU7f3rmaFupMfsheI1YO8iKFYtCSZx4IdkNxatCpFPIPh0Ctd+iB87pFdAJh3SROmsHgZbJpvk/vfxpic5ac25FP1L4ckL4rmqo0aYQRNJMEmKcJbOqz2D3giTpPF6kJ3SZKIXl5lIPu4Tw+zCeWD4Lrh3BYZUEDDJIOFFI6GAcQoImGScXqK1bSpgd2dg25RRWGVFBTLUGdhEnc0FkzJnzkzjJh/SrEVL6tTRvJj0x769NGlUj/9OnKFgocIUK5yf27dvyZ9lyZKF4Fv3OXnyhFx/SVz2q4DDwaTS1erYrzeE5emuQNEXcMdFzVNnaevb1qVwckKpdCYuVqTsMcQzs6/B28/VLM8GKwJsw5+1w9VkjlOwLaua0TfhkjvMq9uE0CbDcLl3mdwLO+pdmkKtRk5gI9VosJPLSalEoXAiXooUMNMV9SICNw+vpNHutJlCZMF3yXx8FztnTiVftJrRhTKzcugq1M4qAjYMxz0kZTFIM5kihrGSAtJ3fHCQmmtdFhKVpzRZ98wny19aD4dTsWt8MMzNoeZU+0k8L/Y+mY9tpfSWKdQOV7AqG4RXakt0QAECtqYOk1QubsTGSG//a9JJ2er16P2uuN06jfOj29z6dBFe5/cxc8EU6obDbh+YmFvzO5Lg7EJInw2onV0J2DQSj+vJwPWLO7DHG856wuQbaibnUhDunPYVJ7h4yn7zuPIP5Z+pefu5gk1+auZchXiFmi/yK4hQahR+XK0Tj2p0x+3mKYKWdufT+woW5oCFl9Vk//+fxDGFvdkyaCVqJxW+u7/lUZ1ekBBH7gUdUUZqpfEy0eyXe+aBi+m/u9L54pK7mgQb+e22pTNFfHwCSqWTid7R3+1u6ym8KPwe3kfW86JARWJ9Asm2/Wsynf5Vf+fEFrc7LzDqd0bXwCsvqskbo2ZsbgW/Z/dGrXIjV9h9pl2DKCf4ogC8UBq/x17kr8D9FuNQxMWQd3ZLFAl6/taqJVwLBaJgxjUFCQpo+mENrn00Vv6+BE1vxIt85XEPPkGCypWw2n3ItsM0gGawwEY0dFI6o1AozHqmMGJ60VQoYLICSmcVanUCCfHxJo9hyx2jIiNwc08+m9uyrcI20xWwlzOw6SsUPR1dAVs6A9uq1j/9sJiun3d/zbyjR48SHf16BHxqae60B6hduy7rNm6WayX5Z83EsRNn5DpL+YNy8jA0VG7q4eHBvdBwbt4MoUTRgrYqj7DLAAUcDib5BPgbsGzRRChgewq4e2YmS0Bu7lxLJbWP7ZlsVYvWxhaiotqTWcq7zFYm1wtIzaj4ZsNw2rsUxZMHZrU7rtcK1PnK4Dy5Cc3uP8UHZy4qIlkQl59oEqhY9x2iu86D4JOohlXUO3eHeD9ekMCPykd629pKg8xZs+Pi5s7DO+arEyE9YNZ+5BZfrgEJnWbh/G1HfjvzmMJqN/pkfsaWqT+DyhXlrHY4XfzbViQRdphBgXWxBenkfJWIMb+jLlIZp3UjUG6frnfk72LzMc75FrdaDiWh5qc4bZuK8rfv5H5qDx/iZpwGlTvKSQ1xuvKvzvGCilcg5OJxEuJ11OzRa4HlGsT1WIzi4iGU+5YS12sZys1fsyAknjpqb35XhNNddUOzbpUbcVItGZUbyjkf43T2jyQjR8flYrvTY447PWdpbH4GO4cQpkj7umN7LoGyDVHO+IhqZ49TMSET05zv8nG8L7GoWa98xIi4nPziFM6/zXqR8NFYFBf+wnl87STbdscUIzcu9PN5wU8z9oLSBacfBpPQ/muIj8V5UFkUEWn/rXy5Z+4qTAPiUmqxrbFF6aq8wg0n23ghxMPLB2+/HNy9cd5yGzKVmaRXJBQpftHNa1Jc/42oyzbC6bdvSShdB/yCUC7ugdPfaw2eKG78n6gLlMdp/SiU274xuJ92w19ji8p/mwYqQ9j4TmXUeUpS5sc5rIsrSBxqaqjOm/TdSihVk/jeqyA2Gue+xVDEG7bHSia4sziugAxs61YtxqMeC+DpA1T9ipm0Pkt18vbNgbOLK2F3Nb9f4hIK2IsCfoH5iYl6wdNH9+zFZGGnUOA1BezlDCxcJxRITQFbOgPbqpdOHjlK42ZNuX0nZRpnCSSpE2tzattuCEyS2q9YtYbmLVrStHF9Ro0ZT7ly5alRvQrHjh6RhwsMzMmFy9f588B+GtZPvuezVZ2EXakr4HAwyTNLJuFvoYBdKiDS3BnnNqPS3OUoBFOOIqe8WdLLuIn0tV4WCh4+MKsNPQ8dlNPc7eeJnDoqmnjerVWO2B4LNamZBpXRN5pcvPs58WxE8/aGPVwWSXMn1bgZuw+GV2EPb1EEdz6X0txN2y3DJKa1gvN/2oNcwkYDFdhECTpwnkjpAWjljzSpDM/u19s7KWWZU7wm9WHUc1AnaPp5+cLsc5o9M6lxqnvGLlJ8FKkEg7dq6qh8UQQKVoDgU7R5oWIk+ZjAddbyULPuN6S5G0c+tvGQYzwzb5q7WecgZzH4fhDvb19MZbz5mhA6ECDDpHU8kOeTarlsaN4V2k6E8wdgVPUkH+/jbfLgSp/MT9k19RcZJjGtJdToDI/vwMaxkJD2N8DTmuZuAvnk3+4DPKYdF/TuUUs0yFApPqTvQfmm8PNseLuu7jR3+kQvVQeaDoSZrd9YT+1Nw7z82/QlV9lYobKcTtNr0yRWUIQwYunNFXnvJ11eWTVz6bhpTzGPlOau31rNd71XAb1p7l72ldLrLaOoPGPtSoV40msJSC/U9MqvTw2rfi5qJllVfjF5GhQQae7SIJ7oajMK2MUZ2GbUEobYogIZ6gxsogPMlebu1enbte/AgkVL5RR2AwYN4cNmLejcsT0/btooNy1XvgL79v/NwgXzGTSgn4nWi262oICASbbgBWGDUEAK+czkg19gPvlteHHpV8AomFSpJfRaCdeOwahq+gc3psV3N8DLH+/Z7dl79AYqnBhBMNMpKEcmlalVRj9MKtsI8paALVMETHpVe8l3J36D2CgBk4zZlw7QNgkmOSnAwxsMjEB5IxiQYNK0//QCSLu4kS5ZE4ZslaMV6JEXYl4keX0npWnIKQJQ0Y4AZrqEwdxLGqg0ozWc3pPUVko+Jj9sJguzKcR67jGGkLTvoK//gUIVcVrRj60795AdF9pxnkpklh+oS3VcllOECOIo2byu4TBJgopXNEVcpas4HoQQTQQGQKUPumhiHvcsSbG+tMKkUeSlG4Hs5hGduZh27cwwQoa6kf7sW3i/E6wdDnV6mAaTzKD5QcrI8LOf4hqb5h4Cb3/o7EePOF9uE81PhKWcRar1JO1nqe5f67Gw+HPdVqQBJq2nOBJKr1KpgIBJZvCxGEIo8CYFBEwS+8MRFLCLM7AjCC3WkG4KZKgzsIkqphdMWvXDWho2aoKvjyeVq1Tll9/28t28uQwZPEC2tP+AwYwZN4HGDeuy/499JlovutmCAgIm2YIXhA1CAQGTjN4DRsEkhROM/BVWDoLgE0bP9cYO869DJn+Y15ERh47IkUkjuM4PFOUCkQyvVQt6LHotMikzSt4hM7+rXsDsC+Digd/Epmy6HkUMCbTkLE8NeThq3tWYNJpZIpPcvDR1oiKfJdvgnQMmHNAUQz/wvYBJJnnHfjslwST5UajhV1uyydEuOr8/jgaTvlyniVLoU0QnTMqLK0PIy+cuN1OFSS+VHUhu+hLI3zyjDecMFzy1lokwSbW8Hyd3HcQNJV24IEOfeNT8RwQ/UZLfeMTc5p10wqS/KENOXOilHZn0CkxaQmEWcpcjaP12aNskRWyV+kDzO9J+iuZ35ofBKawWMCnt7rbqCFKEz9AdMOo9kNI5+ueHBV000cgWvHZQigK40pur7GnUEfKUgvld6EHgm2GS9Pev+0KY3ES3tSbCpHy4sZHixKCmdqXCPO+1VEQmWXA/iKkyngICJmU8nzviigVMckSvZqw1CZik39/GwqTN23ZQq1YdGtSrxV9/HpAneOfdisyZ+x0LF8xj+bIl+Pr5cfb8FaZMmsjMGZqU0ecuXsXb24ec2X3l/3/s+Gkinj+nelX95R/0r0K0sKYCAiZZU30xt1BASwERmWTcdkgVJnlm0TwsfDWKYcBGWDUIQs2cg18LJjU/tF+GSUu5ywBy8x/P2FerlU6YlOIh78IQOWKg+OhGbL0iVUyCWpzkFq8XPzROJcu0NgtMqtVV47fdi5KNbvYVtJ8IwWdg0NtQrzfsmp0yzd30PZq3ur9pLtLcWcbdFpvFF2ceyZVGzHhlMJhUhyz0JRctlBeIGr8fvANhQh24e+k1UTUwKSd/89SsMMlpxZd8u3MnBXHjYy7wgOS6RKMJ4mfCONy8j06YdJhyZENFb89QdkzaqYmsGl8PbmvqAJXGk82UkBFVo9QAWM1PoUJTmNUOvruO/APbKx9EP0/SQMAkM37HrDGUlLay6WDYNB7mXQPf3DC/s8Vhkj8q8uLGUQlsSnsubynYNEE3THJxg4kHYVITUMfrh0kDN2uAcfc8Bqe5k1wxhNzyd255pfeg13IBk6yxP8WcGUYBAZMyjKsdeqECJjm0ezPE4gRM0u9mY2CSBJLef78mzs7OPLh/n5kzpzFv7uyklHXSbBEREbx4/jzps5cW+Pn7c/DQUdzc3Ll/7y5KpZJGDepy55VaTfotFi1sTQEBk2zNI8KeDKuAgEnGuT5VmCQ9OJQeLP36XcoBrQWTihSHodvh9F6Y8RFzKUQfLqMrYsB92kcsPnuXSOLoxRXaE8DfPOESkcaJY+HW6QaTpIeDHabAlSMw9J2kVb2sS9HXOYQf+30Lvjnh6wbw7JUUQhbWQUxnBwpIMGnmaZAe5E5uap81k3IV19SCcs8MqUQmvfTE74n1xaRoyZVBgSDVj/tng05HpRdMYmV/qu1YRiW8mfJK+jx9MKkJvrTGn0+5SHTdHpAtv1yDSfvaTkkWcZsdPNa9AZc9BHcvDXD2y6uB1ke3ayJZbp8n96xOrKO4/BLAsv+n+DPlEmnuTFEtnfq8VQcqtoTFPc1ST8tkK/XBpObDNantjmyDpb3fDJMkIySYdHYf/DzXKJO6kkOGSdsKFYThO+HOJfiqklFjWLqxqJlkacXFfOZSQMAkcykpxrGmAgImWVN9Mbc5FBAwSb+KxsCkN42W1deXokWLceP69TcCIgkqxcfF8fhxKvdr+k0WLWxMAQGTbMwhwpyMq4CAScb53hCYVBMfgoniKlGgBZOkN9213443buZXWqcSmZSiVf/1sHEc3DzLy1omqaWfqnT6iFxrSUoBNY58bOMhx1JL35Qmw83X2SiYJKUjqt4Bds5OaYCuyKTGA6HjN3DhIIyoktT+EGXJhQvaRc6lt7/FJRTQq4CU8rLNeAgsDLM/TvUNf5030m6emtpNj+7wDplwRsFBnuqd0uwNWgyHzH5w5Cfov0Gzht6FUqS5eznnz5SmBB5y6s1V3H+jKekJk4rvWEhRPNjMwxQ26INJKRpXagXZ8sG2qSn+eToFWMxdLpBcMypFg2UPwNVTUysqSw4NTHp0BwZtguhIenQqyQh1Ho7zjMacMcldAiaZJJtjd9IHk6Q92f07+OErqPc51O8NY2rA1WO6dWk1Cs7/BWf2GqWbFOEpxXc+kdLmShFbkU/hxROjxrB0YwGTLK24mM9cCgiYZC4lxTjWVEDAJGuqL+Y2hwICJulX0VwwSf9MooWjKiBgkqN6VqzL7hQQMMk4l22hBBXIxCxuMY1bms7Sg96x+8FZBaOqM/iZB4d4wgGeJMEk99BgtlOaRpwi2hwJtAyBSX1/kGGS152r7KI0DThFB/xpR3ZauFzlwdxzmvRN0sPO03vkpQTiwmqKcZwI+nPVOHEs3NoomFSvDzTuB2Nrw4NryZYaAZM2UZySeNCRS/xboUZSKiELL1tMZ68KaD3kTW0JOm+ki1aFii1gxZe0JhuuKPQCGrNLJMGQaadApYJJjeHTOXD/qua3IyH+teksDpNcPCDoLQg5DaN2Q6GKSJFJ7JipUwo3nIglgfjmX+lMc5eiUyowqQG+HOEpoVrp81L0W3RbE8k1p0NKmPTF9xD9gp7d32W4OhdneMESbjOYvAzjGnsIN9h9AiYZLJXhDaVaV/nLwW8LDO9jSy0l8JnJF64eRUp/J9VCzIYLaynGUZ7SgyvJ1g7ZCaVrwMoBlP/te6riI59tMuolYFJG9bz9r1vAJPv3oVgBCJgkdoG9KyBgkn4PCpikXyPR4s0KCJgkdohQwEYUEDDJOEf8QmkZKMzjNpO4qekckB+mHgelAr6qwuCQJ8kwqeVI+H0RY8LdaE0AK7nL5Jf9jJs6ZWstmJT90E+oUHDz1VpHOYtBaDATY7IhpW3awSPeJTMFcWeYy11Wz/3rNZhUn6zMooD8NvE7/JcWC9O9r1EwafopDfxZOxL3H7/GAyVh0kNgI2CSVHulEX6ah21SvSRnF83b1uISChiigBZMKoIHz4l/rT6ZNWFSeTJxggjd1aJ8c8E3x8FJCWNqwrvN4dI/cPxnnSu3OEz6ZDrU6gL/bILcJfTCpCSjW3wFbSZq0g6Oqqbbi0oVODlBbOq15CQIf5eYlK8JaMMkryxAYk29PivlyKROPcozXh3ECZ5xj1jqkZXVPGAoWrBbz77ShklduUQuXLkhRcRa8bL7G+m3akOJGrDmq9RVlFI9RkWAWiqEZfuX9ALMBooRQgzVOZFscCZ/KFMX/lrLroTi5ELFJ1ziREA2kKIp72mBJ9tfZpotFDApzRKKAaykgIBJVhJeTGtWBQRMMqucYjArKGD3Z2ALaCZgkgVEdvApBExycAeL5dmPAgImGeerdvjTi5y05zw3XsIbCSaN/UPzwHFC/ZQwKXH4uRTkQ/xZzwMGmiPiRwsmcejHNy5iBgVohT+bCaUsmeW6SW+CSTMpQDjxVLR3mPR2PU09iPVjoU5XKFwRVg+j4pb51CYL4wlOCZMqt9ZENpRpoDPNnXE7RbQWCryigBZMGkgubhPNWkJTNEq6kXZ2BZ8AGQYzcjdI9YrGvE/r24/SLTJpDcXpwUWeSmmpXr0kmDTxICiUMKmh7cEkKQqzanv4b6cmKkNPZFLS8kpUh0FbYO9yWDXA5C27iRJ04DyRaMEFbZh0bIdm7HKNIBEmKXvm5ceEYozkGr3IRUOy8gMP5OgkQy9tmDSEa0yhAJ25YGj3dGln9zfShsCkIdtgUU94fCddNEyPQb+lEKu5zz+ppMg8TDkyoaQfV/i15oe6a0Cmh2E2NKaASTbkDGGKUQoImGSUXKKxjSogYJKNOkaYZbACdn8GNnilpjcUMMl07URPjQICJomdIBSwEQUETDLOEVLdo5cP7MriRV2yMinAGcbsA6XSJmHSbArSHD+5DtJpIviY7DRzucpDHWnupMgkh4FJny+HGp00tR6kKKJiVeGHIVTcuiAZJo34VbMBJtSFjyfDyd0QVEbAJOO+FqK1IQokwqSgTdPkKIEXJMi1cp5pwZukG+m+66BMPVjRFzpMBSkSYnor+h8+ipSi7WtCDJnRqDY6YZIUlSOlwvTInBIm+eeF+9c08FXHZfHIpB6L4IOu8M8GyF4Q8pXVwKGfZujXQEoLFnYL4mP1t02lhcEwqeA7MGw7hIfCwLdYrC7EaK4ziiCTYNJ4gviU7PzBE77kioBJJnswsaNU1+qz+ZCvjOZvQmo1fuwQJk0iP2u4z2me61TpJUz6QnmD3V/MBRdXmP4RxMWkVVW76S9gkt24Shj6igICJokt4QgKCJjkCF7M2GsQMEm//wVM0q+RaPFmBQRMEjtEKGAjCgiYZJwjnICsqHhIrFw7SaqbMTbg//+aCJOcxtfj6E0XzvKCDlpviJs9MmlBCHj5wbcd0BeZtJjCcgql33jMOG4whLx87nIT5l7SmebOYWDSZ99C3V5wZJsmWiERJv24dSdBuNHC5Ro3vvlH83rDwLLw5Vo4/gtIBco7fgMXDsKIKsZtENFaKJCaAokw6e1Ns1hKEeJR04DT8m/JyyvpRvrrQ5q6LVsmQbWPwdObwGnt2XnyDkqcaMYZrpoxnZk7TuykNN24wBXtcQtXgvfawtapKWHSDa1UWWmESYPJTR8COcQzWnHOtP2jDZP2fw8fjYFR70N0hGnjGdnLYJgkjVu7O9w4CZcPySlHQ4hiDoX0wqQAVHK9vXDikqybTH46kE2ONunHZaZQUI6QsmbyNbu+kZZeOlhyD6QaXN80w+f4btSo5bSvSZfSGcYdgAXd4aZumGrk9rFIc+nll+tE8Vhr/2hPfIYKeOFEh4AY/py6VxOFKP39SwUYW8RoC08iYJKFBRfTmU0BAZPMJqUYyIoKCJhkRfHF1GZRwK7PwGZRQP8gAibp10i0eLMCAiaJHSIUsBEFBEwy3RG6YJKU5m57CPzLEyZqRQ+YHSa1nwyFK8P0lvD0wRsXURMfppBfrsVxhciMA5M+nQv1e8PhLZqogzIN4dtPOPPvTdxR0J3L/F6rJUhvoz+6AwM3QlQkbJ0MHaYImGT6V0P01KWAMTBJgtNFq8KmcVCjswyTnGd/wtqjl1Hxf1bC+Vcr9KRJcyldWlcCZSjxEWeTxzIRJu3jbQrgxkius5L7b7RtpDx3dk7zgoaY+HBeGyZ9Pxg6TodpLdOkiaGdfVCylVJ05jzXtevW6Upzl8qgCyisFyb1IFBOjfgTYUmjSHNvpgSfc5HPCKQ2WRnFDbZptTF0HeZqZ9c30hJMWhAMKg+Y1YZPjv9HLGrWovU3tsEX0GYCXD0MY2uZSzarj7Oe4hTGnQ8DXhA8Ya8mba+0PgGTrO4bYYBQQJ8CAibpU0h8bg8KCJhkD14SNr5JAbs+A1vItQImWUhoB55GwCQHdq5Ymn0pIGCS6f5KAZMsXTPJSLOlqIOGnMIXZxriyyqXp44fmaQNk+Z1gRLV4Oh29qpL4ycXGr/AiUxuGphU6F3ovw6iXsD2aQImGbm/RHMDFCj2HmQvwNv7NumPTJKiV5oMhK8bgJSK0dMb5naEw1sNmMj4JsPIw+fk5A/C6eByAyp/BH+sBBNh0m+UoihMfE8fAAAgAElEQVSe9Ocqm16pC/WqdUVwZxxBbOQ+m3hkvPFSDyvCJCl92MdkYx/hcr0iKXI1VIo2swBMkpa+nhJ04QLLKUolMjGDW/J/rHXZ9Y20BJPmXZUjk3ynt2PjmXskoKYl55IjwlqNglZj4dpRGFrBWjKbfV4fnMmOCxcCsqdI2ytgktmlFgMKBcyugIBJZpdUDGgFBQRMsoLoYkqzKmDXZ2CzKpH6YAImWUhoB55GwCQHdq5Ymn0pIGCS6f5Kgkme4SDBJOlB1KjqDH7qziGecIAnSYObPTLJSLPnUZheXEruJdVBmX8tMZ1Pczi9R/7MoWomacOkb5onrb0OWeSaSYO0C92XawR9VkJ0JOyaI2CSkftLNDdcgbfx0g+TMvtD94UwuQlIKS3NCJOqkZnnqDnGsySjU8AkrwfQbzVMqGcyTJISZg0jiBacQW24NKa3tCJMmk4BPsKfv3nCcK4zgXy0l1LNpRdM8lZCrxVwdj9smyJgkum75vWeWjCp4NS2rDn/EDUKOVovOHsueB4OtbtB24lw/oD8997hroD8mpSWUg3I0TVFZJLDOVgsyBEVEDDJEb2a8dYkYFLG87mjrVjAJP0eFTBJv0aixZsVEDBJ7BChgI0oIGCS6Y5IgkncgJqfgsoVfv0OCVZItQkuE2lemOThDZ9MgwVdTTf6ZU8pGqfDVMhdEiTQEqOx1SFgUo5CmrR1UirAl2nutGBSRTLLMGk8wck6asOkrZOg87dw8S8Y+V7atRYjCAW0FDAIJilVUKSyBvLOuw5ZssOUJnByd5q0zIcbaylODPE05WxS/ZQxBPEp2TnCM1p43YMv18D4uibDpGyoaEMAcywVIaMNk2a1A1cPiEyGZWkSTU/nlvgzniAWcoeSeFAZH77iGlsXndLYMacDHNvxxlGMSnNXrR70WqlJb9o1kAZkZTePWUNxEZlkqqOzF4LaXWHtSJh3RX7JQhsmNS3kwb2hP2o0/3sdtB4Pl/6B4ZVNndF2+ymcNGkipfPMkt6gtmYFLsvKJGomWVZvMZv5FBAwyXxaipGsp4CASdbTXsxsHgUETNKvo4BJ+jUSLd6sgIBJYocIBWxEAQGTTHdEajBJ14hmiUyq0xOaD4OpzeDaMdMNf0NPh4BJvZbBTzOhVjedMEmqCyE90N+gnX5LGyb1yq+JNFvaJ910ThfniUHtQgGDYFJ8XPJaqrSBSq1gWos0r68UniyjqBwt1JhT3JfSsQGfE0gfOc3dY3p26gU1O8N33SEsBN5rC1unaqIVFEqY1BBunEizLWYdQBsmzWht1qENGWwTJejAeVZTHOnvwiSCmb/oSPrBpJ5LNcBc+q1KvLZQQp57JreYbimIp0Mcu7yRHrsX8peHxb2g/devwaRGFfIR2v8HiH4OX5aC8Qdg4//rme1fZcj2sL822Qtovut3taKZ7W8VRlssYJLRkokONqKAgEk24ghhRpoUEDApTfKJzjaggF2egS2sm4BJFhbcAacTMMkBnSqWZJ8KCJhkut8sDpMmHYKC78KOmbCyv+mGv6GntWFSDXzkiK5bRFOeTJwmguhUEmX5+OfE1d2T+yGvPPB6CZPq9QKp9szxXfB1wzfrpQ2TeuaFARthWV8Iu5kuOotBM64CRsOkolWhYgtY8aXpohWtAjmLUmrPOp0wSYWCHylJDy5wZ9KfUOBd2DkTsuWBIlVhXC34apeASal4YAr5GcV11iYCHWNh0jKKyNGS6/9fbWk41/BFxR1iIG9pyJoTjv9MDwK5TTQ/SZFJPRZD2G3oUyjJol8pTQk8mMdtJmG93y2bvJF2Ump0SojX7cEZZyBXCVgzFBr0AZUUmdSGrecfkYCCDyrkJbT3Eg1M6pYThmyDRT3h8R3Tv5Oip80pIGCSzblEGGSgAgImGSiUaGbTCgiYZNPuEcYZoIBNnoENsNuSTQRMsqTajjmXgEmO6VexKjtUQMAk0532P/bOAzyqamvDb3rvgZDQQ5EiHQSkdxW4FrABghSlqhTpIIgoKkgHaRZQQAURpImgIh1Eem+hphAgCel1/n+fIU2STGYyM5myz/Pce59Ldln7W3tmzjnvXms9hQfP4cdUkeauUkOwtYfLh/IcUGNkkneAuuh1UhxMbav+3/9eU3ZBzXaw8VNYM153wwvoKWDSQirzkHTqYZjop4IMn0IFtnOfI8QqL73HczUreuK//fKFSR/+BZtmqdMQteoDh9bBfQ0F6Wu2gXe/g+QEGF4dRM2a2HuQM0LEIIrLQa1NAQGTvqUa6WTQidNUx5ULJPw/Rkil9IvDCd3yJarU5GxZKtSBWu1g8+xcUgmYHUaKAl4LvETaqv4LoWwNan30El+nVXwsMkn0F2nSBnGRh5O3Qa2O8MsnaojlEwiL+0P/BSDGmt5JRiblI/gGntQpMmkN1WmBF79wj0WEMpAgRnIFGj0P5WvB+ukaYVIvSjCEMrzBOa5q2hMG/NCZ5IP0yx/AtWPqdIMiJe3x7RAVlq3CKx+qo/GmPwu9PoXAypSb+hzro3xQoeKZRsFEDftKwiQD7htTGFrCJFPwgrRBFwUkTNJFNdnH1BSQMMnUPCLt0VYBk7wH1nYRBm4vYZKBBbaC4SVMsgInyyWahwISJunup13UpixOdOUMl3LUR8prRI0wKbg+TNujhhfDa+R94nnyjuyXvGsn6m54AT2b48USKnOfdFph3FRWATiwmuqcJp4RXNUNJrXoAe98B3dvwrCK2mk0fA0c3wF/r9Sun2wtFdBCAQGTfqQGaaiUz9goyrKGCE7bJuE8+wTJU9ujio7QOOICqnCAaNbmTNeYVy9nd/jyJjg5U2vSM3x9LT4bJvWcBgfWQcixvGHS6V3QsCt8NxYGLgc3T5jXM6vGmkYjtWzgjC1vUoolhOKOHaVw5IqG71ZlimJOc5e5TF1hUiWc+IrqvMZZvHBQwyTbEBAHCPzKwft1GJTkqY5MqlYdxm2G2+dgUrMshUWdqs+oRF8uaKm6fpub5IN0TpgkNP15Bpz5I3vhJcqr6wTN6p5LjOZ4KJFJB4KrwOTf4N4dGF1XRibpd8uYzGgSJpmMK6QhWiogYZKWgsnmJqmAhEkm6RZplBYKmOQ9sBb2G6OphEnGUNmy55AwybL9K1dnRgpImKS7s8ZSVklN1IlT5JM8J2vwQsEk8YIwIwPGNy42mCQMbos310nkmpFPt3fEh/lUIYEMGnGUn6jJOK5ymaQ8nZRnZFLrPiDqidy7AUMraedccSL95E44neMlo3YjyNZSAY0KCEjyLU9wn1SGcYVpVFTDpC5vq+u17FkNXw4ocJzGeLKKJ5QIwqc5Tmo+qSCVQQRMWnAZHJ2p9eHzWTDpmfIqHkzeDjdOw0ft84ZJBoLW+S3OBzuWUY1XOYuI/OxJAO+ICB1Nl5nDJJFmcB01eYEzyvfvYErzstN1+OxfcPfCZ0JLttx1J4ZUXuQsySKKcucyOL8nSxkJkwrYJJkwydEFBq+AiGswuh68OB42fgb+ZfOESblGfGUqnPoDLuyVMEnT59FM/y5hkpk6TpqNhElyE1iCAhImWYIXrXsNEiZp9r+ESZo1ki0KVkDCJLlDpAImooCESbo7IlfNJA3DFB4mpcP4JtSKiuEWyUSTlj2yESKTdFejCD3dfUGlomM8LOUJBSZ9wnUmUI7DxNKPi3kOni9MGrgMwq/AiJraGRUQDHFREB+lXT/ZWiqgpQJZ9W+4zwyC1TDprZnQcTCc2wNTWhU4Yku8WEgVpZ5YM46R4umv3rd5pWUUMGnueXBwotbH3bNgUoemVYgZ/j3E3Yf+Adkw6YPt8GQH+GUGrJ2g5cqK1nwK5ehGST7mBj0oSWVceJOL/ENswQObOUyyx0bZB6O5ym7qUBln3uEqvzzdVklz57j2A36jDvdJ4VXOkfH2Eti1HK5lpyKVMKkQMMmrpPqwgfh9mNgMPt4PH7ZV11ISYOmrdwq3gWXNpMLpZGatJEwyM4dJc7MUkDBJbgZLUEDCJEvwonWvQcIkzf7XBSb5+fsTFxtLcnL+qd2rVa9O6J07PHz4MJcR/iVKYG9nT3h4jvTWms2ULUxYAQmTTNg50jTrUkDCJN39rStMEi9KG+LBTnJAC5HmTolMUsOk6VFOrCeSE8TBkK/gm+Hw/nqDp7nTXQ0de3r4qdP7qdKpPLEDPyWWUaKi/iSasZTnMA/pztmCYdLdUBiwCB7ehVvnYOBSiLgK71XX0SjZTSpgWAXyhEl9pkGXkXBsK8zooh1MGvUTrBoNkdcf71cQTBq6AmLuwlABtB7VTHp1CjwzFOa/Ace3GVaI/4y+kmpKZM5SwngGXwKw531C2MQ9s4BJ26lNTVyZyS0WrDgKTm4wt4e6Vk8hrz+pQ1VclFSf6xo9/XjNJO6DBphUGzfa4MM8NNSKK6RN2jQzyQfpzMikTJh087Q6TeDTr8LJ39S1krS5JEzSRi2zaSthktm4Shr6HwUkTJJbwhIUkDDJErxo3WswyXtgE3OJNjCpfPkKzFuwmDZt29Hi6ac4depknqtp1boNm7fuYOTwd1ixfKnSpkKFivzx115S01JJT0/H1cWVNq2acf16iIkpIs3RVgEJk7RVTLaXChhIAQmTdBdWG5i0gicQadx+5T5zuc0wSjM8Z/qmgmDSBzvhi5dh5I+WB5NKV4dPD6Nk6RpTjynh6fzGfaWIfaFhkrMfTNkJaakwpQ2MXg//bIZvR+juXNlTKmBABTJh0gUSWE8NjhJL/z4DiwyTbCKvM4KyzOZWtvUFwaRh30BsJAwqlw2TNCbtNJwwhYFJoqbSJRI4QI6TZ90nw/NjYedSWDXKcAZqGHkd1amJG59xk5VvfQhVGsG0jhD3oNA2HaE+QThqDZP8cGAc5ZToppfxpzP+vFkM9ZNM8kH6vTVw7RjEP1BHJgmYFHIcWvWGo5vgsxcK7R+loagjduZPSIrXrp9sbdIKSJhk0u6RxhWggIRJcntYggISJlmCF617DSZ5D2xiLiksTHJ2dmbu/EU0b9GScuXK07xpozxhkqurK9dvhSPaZ8IkBwcHQm6GkZSYSOXgsooCZy9cwcvLmzKB/iamiDRHWwUkTNJWMdleKmAgBSRM0l1YbWDS51SiK778RCTfEVEgTHIb14T10b78TjRzxMnyYoRJopZHgfVYdJdP3VPAJLE+1f/TpKmtaRB+l5sk8SoltINJ439Vw6SRtdR1p5LiID21qNbJ/lIBgyiQCZPE50t8N4STQvM+vYoMk2wjr7ORWvyP09l25wOTOjtfJfKjP+HIJlj3odnApBGU4TTx7MoZ2WnnADMOq1OXpSYaxGeFGVREJX1MMN04Q3qNVmrosOr9wnTNarOUqjTDk5c5x3nbZLC1g7QURGrDKNKUteMdAPExkJp3Pblj1McDO4ZwJXcErFaW6NbY5B6kq7eAidshLRl++AD6L1TDpP1r4cWJsHMxrBqj22JlL4tSQMIki3KnVS1GwiSrcrfFLlbCJIt1rdUszOTugU1Q+cLCpEzTl6/4lldf75EvTNqx8y8l/V3rNm2zYNLAQUOY+cVcpn4widlffK4M9fbAwcyaPY/2bVty5PAhE1RGmlRYBSRMKqxSsp1UwMAKSJiku8DawCQPbNlEbTpzitI4ZcGkpnhSDVe+CQ7KSnPXZVRbFsX7E0Matau7wIi1sPFzaNDZqJFJdsAP1GAUV7hJiu5CFdRTgUm/qyOTpraG8KtK62EEZcMkx2vQexasGJprpKyaSSIyacwGNTx6vx7E3jeMrXJUqYCeFBBRJKlk0B4fBSaFkUILLWGSiHZMIoOGjudIWREGv36B7fpphYZJXTlFxIC5sHslXDlCG7zZR4xh4bEG/TRFJonvpEVU4RzxLCBU+drIuj45CJOaq1OFFtMViCMfUZEBos6bqMFWpoZWKe6E2U/gykCCGJkzclXL9RyhgQKTRPTrDgofFaXlNHk2N7kHaQH1RFo6AZPWTVPDpDvnYVRt+OSQes/kA+X0oYccw3wUkDDJfHwlLc2tgIRJckdYggISJlmCF617DSZ3D2yC7tAnTBKAaNDgoYwdPYqfN27Ogkm//f4nTzdrTtvWzTn6zxFFBVFT6cjRkyyYN4eJE8aaoDLSpMIqYHEwqcwTsjZHYZ0v25mWAo5OLrh5+RF11/i1FUxLCe2tqZfiSPtkV2Z6RGvsbKNS8V1UKXr5RlA11Z63ErwY7XWfFsnO1ExzZGG1csQN/kaJ0PH7tAtrr9uw0zmeeW+OJrl1P+yuHcUmJZ60J1rhtGMBrpvVpywMeb2S6MaIWC/2OiYyxjtHfSc9TpoeUJnY4T8oMMljdjfs7t1QRh8Q78G78d7865DMmwFxxA3+Fo95r+Sa2cXdC3sHJ6K8yxA3cIUCkzw/6YRtvGZ/5LeEjPR0bO3EK2t5SQUMr0DnJFemPvQlwi6dtm8NILnd2zic+QP3L98scPLaqQ7Mj/InwRa6BkZz/8O9OG+Zg9e+7/k+uhQ9fCIITLfjjUQPpvulEPPBbnBwpNHc/nx5OkyBMD18wgkrXx3bB3ewTdD9M6NPlRZFl6BFihMrXWNpl+SKf4YtUzyj2O6coEzTIMWJBTH+JNuo6OobRpxtNk56+P4mPL54ERtVhj5N0mos8T3vprLNZZdWAwCV0xzok+DBZE/dIdDOe0F4ZNgw3usBfzkZN1LL0dkVVw8foiPvaLt0g7RPrdyE+P5fQkYK7nNeIeGVD3E8tQvnfd9jCnvGIIuWg+qkgKu7N7b2DsRFR+rUX3aSChSXAh4+JUlLTSYxLqa4TDDovBkZ6diKKF15WbQCJUpX4l5YCCqRYUJeUgEzVMDU7oFNUcL9O3/j1V6vEx2d+9kzNDRUqW303yu/yCRRT+nA4X9pVL82NWs+mQsmHTtxhspVqlK9ajB37qjfcfr4+HDjdgQnT55Q6i/Jy3wVsDiYVLF2ffP1hrTcqhWwd3TCxc2T2Cj58KztRqiTbE+7BCdm+xSubkLDJHuOOqfxRaQHtZPtGeMfh5vKhhopdiyqWZGY/suADHzmdGfCjXi2uCZzuNsIEtq9heOFfWADKVWa4/rHEty3zdbWXK3bD45xZcBDF/5xSmVQyRz1SbQeKf8OGU5uxPT6AhtVOl7fv49NivrFZ78YF4Y+dOOYUyr9y6QSM2ApPovfyDWQk4s7dvb2xPhWIKb/IkhPw3fm80V6MZ6emoKdg6MeVyiHkgrkr8Bz8Y5MeuDBXfsM2g0aSGKrfjie+wvvFQM1yjblgTtHnVLY6pZCTJ/5uP/6GaNCougW68waz0S2u6bQ76ELkwIzeDDuN1QOjjRZMJBFx2+hsoE3AqK4Z5crtkfjnIZuMC/Sk+ZJDnznkUSbBEf8022Y5hvPDrdkZer6SfYsivQi2Qa6BN0nzjbbogfv/YTP/NeKFSbpQx8BpJxUNiTlWJu2424L9cUj3YbJfrHsdjVQVGk+Rjk4OuPk6k5c9D1tzdZ7e5VKRWqlp4jpMw+b9FR8Z3bBNjE2ax5L2TN6F85KBxT71s7OnoRY04DrVuoGuWwdFBAAPz0tleTEOB16m36X9NRU7BwcTN9QaWGRFPAuEUTMvXBUxXgoqEgLkJ2tXgFTugc2VWfs3vILPfu8QXxC7vdnISEhpKY+XqIgP5h05vxl5s+dzbKlX9KhQ6dcMEn8TdRZCq5QmnuR6necorZSeGQ0t27dpGa1yqYqj7SrEApYHExy8/EoxLJlE6mA6Skg09zp7hNt0tzlnOV3alMDd8ZyVamVUhs35gSXzEpzx/gmTI9yYj2RnOg5EV4cB8d/A1tbo6a5e5+yvEdp9vOQ1zinu1A69MyV5s43GsZvgQlNc6UjkmnudBBWdjEpBV7CX6c0d2IRIkXedZK4QiKMWgerRrM80olO+PAr95nPbSWd5rvO4TD3PDg4Uevj7nx9LV6JTFLS3GFadcXWUIPmePIVYXTAlwDseZ8QNqEGE6VwZAM1CSeZ1zhPSs5Ed0+/Cgd/Utdfs/JLprnLsQFEmruRPyp1p5TUdjkjV00gNaKVb1WTWr5Mc2dS7pDGaKGATHOnhViyqckqINPcmaxrpGGFVECmudMslD7S3M2eu4COnZ6hzxs9lAlFSruPP/lMSWG3ds33LFi8lAYNGtKmVTP+PfqP0iYoqDQXLoewd8/fdH62g2ZDZQuTVUDCJJN1jTTM2hSQMEl3jxcVJo3nKi/iTwCOPB/swL1xv6jrfUiYlLtm0sgPoO6zsG0+/DApy2GuHfpj5xtE7PFdsmaS7ttY9ixGBYoCk3KZ/QgmzY604xl82Mh9RF2mZnjS0/kWJ+ceNQuYJEBRQ9z5jru0wjsbJrV7ATxLwC8zGEEZThPPLgyTerMYt4PeppYwScIkvW0mKxpIwiQrcraFLVXCJAtzqJUuR8IkK3W8BS1bwiTNztQHTDp55gIVKwbnOVlaWhpbNm/ihRe70bdPT35ev05p16BhI/76ez9Llyxm9Kjhmg2VLUxWAQmTTNY10jBrU0DCJN097oc9QTgpLza1uTIjkyZzlSGUwREbegW7cHrcD4/DpF6T4YUxcOJ3Jc0dtTrCL5/A2onaTKlTW4NGJtnZg619voXPc0UmTZ4LtdrDriWwbLB6LZ4lsVl4CewcUa0YBj0/Vmom8X49iL2v03plJ6mAsRUQMOkLKikRQk369IQuI+HYVpjRRTtTRvwA34/FM/IWv1KbzpxiJ3UohzMjncP5ae6eLJi0/loSIht9a46bXGRSMzx4h9KM4CrbqI0P9gz0jmXH3H1g5wBTWjHi2t0smNQYT66RSKSJRVhp5zz9t7YmmCSyAQpwmu8eKCgy6ck2cHa3jGbT/xY0yxElTDJLt0mjAQmT5DawBAUkTLIEL1r3GiRM0ux/fcCk2rXrEBBQKmuyevUbMOmDqXz91XLWr/uRjIwMfvv9T75ctICxY0Yp7UaOGsPUadPp2rkTf+/+S7OhsoXJKiBhksm6RhpmbQpImGR8j+eESYMpg1NBMKluMxj0Ffw2Tw1ULAEm2dhAvwVQqQF81AkSH6/HlAsmjfkYGj4P2+fh981oJS3gX56O2Mw9C/aOqL4ZIWGS8bexnFEPCgiYNIfK3CONBm/2hM7D4eQOmP6MTqOLF+urqcHrnONrqtAQL/o53+Ho3CMKTCr5WXfWX4ohERXdOEscjxc61WliA3T6jieogwcv+TzgyqyDapg0rQMjrkUoMEmsVYC4SyQqa5FXtgLWBJM8sWMpTyh7Ps9LwKTRP6vT3A2vkTvNndw0UoEcCkiYJLeDuSogYZK5ek7anVMBCZPkfjB3BSRM0uxBbWHShk1baN++I8890559e/fkOUGr1m3YvHUHI4e/w4rlS5U25y5excvLm9Kl/JT//+/x08TFx9OqeRPNRsoWJq2AhEkm7R5pnDUpIGGS8b39B3V4Alcmc42RlFNgUrdgJ05P2qCOTBpdP7tmEjmK6U7eYRkwyd4RVoSDoyvMfBGOb3/MCe9SmtGU4zix/G/M9CyYVOObCfQlkNGesdjMOo6NvSMZ342F3p+rXxaOrCUjk4y/peWMRVBgOhX4jQfsc87AYe4Z0j7qhOrOxSKMqO7qig2lcOKas31WzSRmv4Ld2d1KpSERnWTKVy3c6EkA43wSYcZhdSTjp12zYJKIRplFJS6QQAdOmvJSjG6b1cMkG1voNAw8fGDbAnXNpMgQdWSr+I2Vl1QgDwUkTJLbwlwVkDDJXD0n7c6pgIRJcj+YuwISJmn2oDYwSYCk1q3bYm9vz92ICObMmcWiBfMem6Rlq9Zs2fY7I94bxlcrlil/9y9RggOHjuLs7EJEeBh2dnZ0ea4ToaF3NBspW5i0AhImmbR7pHHWpICEScb39kHqURZnJnKNfpTCAztetb/C5f6z1Kem14xnekY51hPJiZwwaeofUKMtbPoMVo8zuOHjKMcQAjlGPC9wpujzeZeC596Fn6bCkhvg4ApzX8sTJo1UUl2V5RwJdJr4OdTpBDsXU2P56Mdh0sxu8MpUeHALFvWTLwuL7ik5QjEpEPjyWMI3zkOVmqQ/C5zdc8EkJa2XGVz5waSh18I5RzwlcZQwKR8/5oRJt0jC7v8PLGibjlXXLWLsB+k8I5N8AmHuOTWAnNIarv2r63JkPytSQMIkK3K2hS1VwiQLc6iVLkfCJCt1vAUt29j3wOYonTYwSR/rE1ApPS2NqChZa1cfeprCGBImmYIXpA1SAXF63cMb/6CK3Lx4XOphJAXGU5b/4cernKcu7tTBnY+4kWv2hngQQiL3Scv+9+Y94JUpyul8Qi8Z3NoxlFHql/xLHC/kl0aqalNw884TCD1mYIny0OcLmNsDFl1VRybN75VnX09sGU85fuQuJ0qXhdG/wMRmLIj3pRlePO8Zye1Zh9SRSZ90hlptIewyHPrZ4LrICaQChlLAIA/SlgCTZp0AWwf4qEMWGHiVkhImFQImeWOvRL+uIsJQ2zbXuEZ7kG7RA/7ZhGdS0uNp7gRMmnkcRG0+kUpVwiSj+N7cJ5Ewydw9aL32S5hkvb63pJUb5B7YkgSSazF5BYx2D2zySuRvoLFhkhlLJU3PRwEJk+TWkAqYiAISJhnfEZVxYRilGc4V2uGj1ACaw23jG6JhRvEC8mVK8gcPCMuvwH2z18A3CDbPzn+00Rvgi5fBr4waJs15DWadUkOoWd3g0sGCLREvw8dthqltOEZD/LBjsOdDts/alQ2TxEvDuAdw54LJ6SgNkgoUVgGDPEibO0ziGrw6Tf098+WALCklTMp/V52iEe7YMpjLVMdVgUmfcSv/DoFVIUw/BxSM9iA9YYsSido5JpVJVKAX57nKo4g+AZNypEaUMKmw30DW3U7CJOv2vzmvXsIkc/aetD1TAYPcA0t5pQJGVMBo98BGXJO+p5IwSd+KWt94EiZZn8/lik1UAQmTjO8YkZanBhq+LA4AACAASURBVG4c4qFJw6RCKVMYmPTJQZjUPBsmzeoO4lT5k+3gy/6ap7G1g1KVlGisV/CnFwG85BlJembNJBGZdOWI5nFkC6mAiStgkAdpS4BJeXzPSJiU/2beQS2CcOI9LjONYGxQ0YsLhGTClpxdxffrx/thvH4K0hrtQfoRTFod40dLPFlBOB9mRvhKmGTi33SmaZ6ESabpF2mVZgUkTNKskWxh+goY5B7Y9JctLbQgBYx2D2zGmkmYZMbOMxHTJUwyEUdIM6QCEiYV7x4w5cikQimjCSaJF5UzDikp6hAv+ERkkoBJdTpAzTawZkKhpslsVANXdc0kj2iYfQ6cnGBKGwiRaRq1ElI2NkkFDPIgLWGSSfrakEa1wItn8WUpofzEk9ii4g0ucIGEx6c1R5hk7wgf/gUL+7IyzJa2eLOUMKaXsFGnPD2+XUYmGXKDWejYEiZZqGOtYFkSJlmBk61giQa5B7YC3eQSTUcBCZM0+0LCJM0ayRYFKyBhktwhUgETUUDCpOJ1hMXDpOdHwwvj4PfFsGuF/mASV3HuMR2bgIokzulZvE6Us0sF9KSAQR6kLQEmNekG3qXgt0VZSsvIJM2brjxOlgmTuo6Cl6fC+b9ZPWO0Epm0nHCmBftBh4Hw01QJkzRvD9niPwpImCS3hLkqIGGSuXpO2p1TAYPcA0uJpQJGVEDCJM1iS5ikWSPZQsIkuQekAmahgIRJxesms4ZJjq4wZSe4ecHk1hB773ExR6yBp1+HE9vhn63w/CiY0FTdVpyIT0vRygFZkUlcxbtEaZxc3Ii4qZ9aH1oZIhtLBQyggEEepC0BJuWhtRomBXOFJNpwwgDeMP8h/wuTLpGACpT/ZF3PvguvfQTfvQ+7lhd50UZ5kO71GfxvDFw9zIbxA2iIG99xl4lN6kOHQbCwN8w6Abb28FFHZM2kIrvVKgaQMMkq3GyRi5QwySLdanWLMsg9sNWpKBdcnAoY5R64OBeoh7klTNKDiFY+hIxMsvINIJdvOgpImFS8vjAXmOSKLaMpx4dczxZMpK2be179wm5Kq7xf2A1aBu3egoM/QYV6EFgFvhsDv87USXgJk3SSTXYyEwUM8iDt6AIzj4OTG3z+PFw7ZhZq1MKNngQwjmt52psJk26RwtOYx5qMLbyASRuppdRMGsFVPqYCoaTyKmdJzzRm3K9QvyscWg+zXy6yiQZ9kBZ7OD0VXvkAXpwI5/fw7AfP8y5lGcolri29Cj6lYM5rUK4O+ATB0gGgyoXPirxGOYBlKiBhkmX61RpWJWGSNXjZ8tdokHtgy5dNrtCEFDDoPbAJrbMopkiYVBT1ZF+hgIRJch9IBUxEAQmTitcR5gKTPLFjKU/wOudyw6RPj4CtA8zorBkm3b4AbfvC9Gfgdo5xtHCBhElaiCWbmp0CBnuQbtcfKjWEZYPNRhNNMMkNW37mSdYSzkrums26jGmogEnbqY0t8BE3GEs5klHRjGOkZMYnvbcamvWA3d/A4n5K24wiGGmwB+nytWDy73D7IqwYChO2wIYZsGtZtrVLb4FXACzsowZIvkGweXYRViO7WpMCEiZZk7cta60SJlmWP611NQa7B7ZWQeW6ja6Awe6Bjb4Sw00oYZLhtLWWkSVMshZPy3WavAISJhWvi8waJrn7wowDYO8C0zpAWB7p5nJGJomIpD5fwKzuOosuYZLO0smOZqCAwR6kg6qCb2k485cZqKA2sQQOCKD0J9FmY7OpGWqPDfOphCO2rCaCeVTJAyZ9D817wp9fM+/LTxC/Sd05xwUSdFqOvh+kfbFX4FZ04//BiB8hMRr6llDDpEX9ICYHSFwUAt6B8GVfSE1S19na8aVO65CdrE8BCZOsz+eWsmIJkyzFk9a9DoPdA1u3rHL1RlRA3/fARjTdaFNJmGQ0qS12IgmTLNa1cmHmpoCEScXrMXOESU7Y4IMD4aTAM0PVp7/XTMxbyJww6et34Zlh8MNknUWXMEln6WRHM1BAPkibgZPMzESRDlB8Z18niYUaYNLOL+dRHXfGclWBT7pc+nyQdsSGJVQlkQzeaVyLjKHfQvwDGFwB/MpAVBhkZCXsg/7zoVYHmNYOHoTqYr7sY8UKSJhkxc4386VLmGTmDpTmKwrIe2C5EcxdAX3eA5u7FvnZL2GSpXrWeOuSMMl4WsuZpAIFKiBhUvFuEHOESbnSTzV7reBUQsO+hVZ94J+N8PmLRRZbvFz0wJ77pOJdojROLm5E3MwjIqrIM8kBpALGV0A+SBtfc0ufMQAHbLGhCi4aYdLvX86jhinApAZdwb8sNXZ+z8aMamSI1HyNK3J/6IpsmJSX4xycwM0HosMt3a1yfQZQQMIkA4gqhzSKAhImGUVmOYmBFZD3wAYWWA5vcAUkTNIssYRJmjWSLQpWQMIkuUOkAiaigIRJxesIc4RJPSjJi/jTi/MkN3u1YJgUEAwvTYRfZ8Gd83oVW8IkvcopBzMBBeSDtAk4wUJNaIlXbphUtxNc3A8Dl4E4FLB7Jb8vmm10mLScJ3iLi9mqO7rA8jvg6ILj9M6sPXuXRFLp3bhm7sgkC/WTXFbxKSBhUvFpL2cumgISJhVNP9nbNBSQ98Cm4Qdphe4KSJikWTsJkzRrJFtImCT3gFTALBSQMKl43WQuMKkvAQyhNMO4rKQd8sOegVxme7OOecOkgUvVhc9Dc7wk1LPUEibpWVA5XLErIB+ki90FFmuAgEnLeIIkMniKf0kZ9ROsGg2V6sObc2H5UHb9e4NquDGWa0ZLc7eV2nTmVG6Y9GWIApP4/CXePH2WeNJZ17gF5ExzZ7GekgsrLgUkTCou5eW8RVVAwqSiKij7m4IC8h7YFLwgbSiKAhImaVZPwiTNGskWEibJPSAVMAsFJEwqXjeVxAEv7LlMYvEaomH276lOKzxZTrhSe+N1AnhWvADMkeZO1OUQ1SvSUME7K+GXz+D2OYOtS8Ikg0krBy4mBeSDdDEJbwXTCpj0NdUUmFTf5hgpU3bBqvfh2r9Zqz9IPcrixFhCWO34EETauPhordTR9kE6T5i04JIaJs1+VcIkrdSXjYuigIRJRVFP9i1OBSRMKk715dz6UkDeA+tLSTlOcSmg7T1wcdlZnPNKmFSc6lvG3EVKc+fk5ISNjQ1JSUl5qlGtenX8/Uuwb+8e5e+2traUKhVIaOgdg6gXHxWLm4+HQcaWg0oFDK2AhEmGVtgyxv+FmjTEnVXc5Qfu0pMAxnENghuAqxfuZ/5mJU8QQpJyqj1dwiTLcLxchVEVkA/SRpXb6iYTkUkHiObb5u3g7SVw4yRMbpGlw+dUoBP+vMgZrjXpApUawOrxWumk7YN0oWFSg8Ywch3E3oVB5bWySTaWChRGAQmTCqOSbGOKCkiYZIpekTZpq4C8B9ZWMdne1BTQ9h7Y1Ow3hj26wCQ/f3/iYmNJTk5+zMTy5Svg6+vL8ePH8jTfv0QJ7O3sCQ8PM8by5BxGUEBnmDR+wmRGjR5L/7692bRxQy5Te/bqzWczZ7Nl8ybmz5vNubNneee9EYwcOZrLly9RMTiYJk/Vx87Wjg2btlC7dh1iY2MpXcov1zgODg5E3IvB3t6eEyeO06Ftyzw3bmYni4NJFeqArR2EXYXEGCNsBzlFcSogYZLu6g+zKYOnyo4NRHKBBN0HMoOefSjJUMowmEukoMqGSY9sb6JELVUlhQzacJKHE36Fn2fAxX0GW52MTDKYtHLgYlJAPkgXk/BWMu0YynGIGPY82xv6zYc752B4zazVV8aFYZRmuMMtmL4fPHxh+jMQeqnQCmn7IF1omEQkjP4Z9v8IB34qtD2yoVSgsApImFRYpWQ7U1NAwiRT84i0RxcF5D2wLqrJPqakgLb3wKZku7Fs0QYmCVA0b8Fi2rRtR4unn+LUqZNZZoq/bf/9D8qUKav8W3R0NM90bKMwAHFVqFCRP/7aS2paKunp6bi6uNKmVTOuXw8x1lLlPAZSQCeYJDbRc527MnDQEN7o+VoumDTlw48Y9f5YXnq+C7t2/a6YLTbYqbMXGTxwAGtWf8eBQ/+SnpGubEQBjO5Hxyvt3h7Qlx/Wrs5a6rjxk5gw6QNUKhU+ni5kZGQUKIPFwaRBy5VIAzZ8DNezP7AG2gty2GJWQMIk3R0wg2BK4MACbnMS9feJpV4ihV13Sip1NPxwoDqu7CMbNguY9CVVFNDUukEZEt/7Xp3ibkITg0kiYZLBpJUDF5MC8kG6mIS3kmkHEsQJ4jjcoCUMXw3n98Mnz2WtPgsmOYfDkpvg6Iz7tGeZceEWcWQwlRskizSmBVzaPkjnCZMWh4CTumZSw9NHlEMKpyz8N9ZKtqBJL1PCJJN2jzSuAAUkTJLbwxIUkPfAluBF616DtvfA1qhWYWGSs7Mzc+cvonmLlpQrV57mTRvlgkl/7t7Hpo2/sHTJIgYPeYcPP/pYyUz23DPtlXf9ITfDSEpMpHKwGjadvXAFLy9vygT6W6PsFrVmnWCSUKBkyQCuhNzKBZNEhNHeA0fYvm0Lr73SLUuoESNHIyCTt4ez8m/vvjeSqdOm4+vlqvz/0IgHuLu7c+PGdWrVqJrV72rIbQU6ibky+xakvsXBpCFfg5s3rPtQwiSL+tjlvRgJk3R3sjXBJE0q5YRJrdrWI2nwCoi4CsMqa+qq898lTNJZOtnRRBWQD9Im6hhLM8vGBiZsg5Wj4faZrNVlw6QwWHBFqVtUa0oXVl1P/H+UBM9xCl8cCCWZGKVC3uOXtg/SWTCpZEV4bRrMfwNeHA+VGyk1k0hPtTT15XpMVAEJk0zUMdIsjQpImKRRItnADBSQ98Bm4CRpYoEKaHsPbI1yFhYmZWqzfMW3vPp6j1wwydPTk5at2igZycQlyto8iElg29bN9HjtZSX4ZOYXc5n6wSRmf/G50ubtgYOZNXse7du25MjhQ9YovcWsWa8w6Zdft9KuXQf+/GMXYmOtWL5UiURa9/NGmrdoRWBJH0W4Ll2fZ80P63iqYR0unD/P5Ws3CQsLo27derRu0ZRjx/5VQugWLl5KRHg49Rs0fAwmlSxZ8jEnhFy8ato1k5zcIEjAMhWEnNC8iSRM0qyRBbWQMEl3Z0qYlK2dgElLlTR3Klq0rauGSTdPw6jaugusoaeESQaTVg5cTApY5IN0+wFg6wDHtsK9m8WkrJz2MQVGrYNVoyHyetafsmASV6DLCKjckFpz3+ZbqikwqQuneIcyrCdSiXDK62riFsRLDqUZE/2PRtFdsGUbtRVIlThxG9RqA5Nbgbs3PPE0/PCBxjFkA6mAvhSQMElfSspxjK2AhEnGVlzOZwgFLPIe2BBCyTFNVgEJkzS7Rh8w6b+zTJw8hWHvDKdB3ScJDb3Db7//ydPNmtO2dXOO/nNEaV6tenWOHD3JgnlzmDhhrGZDZQuTVUCvMOl22D1EGNwn06fh6ubKmLET+HLRAp7t3AU3VzcqVSyjCFGnTl0lgmnc2PdZvHC+ApNEurzfd+3m0MEDdGzfmr/3HWLFsiX07TcgT5hUq1atx0Q9tOeAacMkAZJemQZpKbCwt+ZNIWGSZo0sqIWESbo7U8KkbO0ETPqO6iSTQcO2tdUw6fZZGPGk7gJr6ClhksGktdqBu+DHs/ixn2jWcNfoOljkg/TwNWDvBD9NVQNmeRlNAXdseZvS2GDDt4Ryn7TsufOASaVw5Fl8+YZwaNAFKjWg1k+zWEdNJblda47nhkmDlsHKUZAYmzXuDIcnaIoX3VKPc598oooq1oOwS3yWVFJJnyrqDo7+6FuoUA8W9YXTf4CLh4SPRtspciKhgIRJch+YqwISJpmr56TdORWwyHtg6WKrUkDCJM3u1idMCq5Ume9W/0CtWrVJSUnhzd49lWilYyfOULlKVapXDebOnduKUT4+Pty4HcHJkyeUsjfyMl8F9AqTIh/EKqFqnZ/toChy6Mhx/P39efDgPgGlAilfJkD59/r1G7B770Fef7U7W7f8qsCkKsHlOH3ukpKHsWnj+mzbvosK5QIRORjzikzKS3KR5q5Bh+dN1huJXqW43/ptSEsl6Nfp2NrZ5WtrRkY6Yc+ORuXiic+er3F7IE8Rm6xjpWHFqoD4rLx3PQW/dFu+L6niipc6naa1Xp6pGcy4nEqEI0ypW5aQnl/gcXEPAbuXm5Uk8Q+jcPNUR7PKy9oUUNEyIomOD+046JbOlkBnbEQ6MHnprID4ngztOlGBSb57vsY16pbOY8mO2ivgmpLKiBtpCkxaWMaOaBeHrEHuth6A7z8bsI9/kOfAcZWakBRYleC/vmXOxRQS7OD9qk4MuZXKTj87znjYcfO1zyn9y4c8rNqC6LqdCfx9Pht2nsYjNZ3Pg53Y62Of59ihXcfjv/87qt++wbTLKXxQxZGzwTUQNpX7cQyoCq7LVFgl0tNSsbPPXnNh+2nbTqXK4H6tZ0l398X90n5576ytgLK9VEAqIBUoQIGE2ChcPeS9udwkUgGpgFTA3BXY8NUCBr87RKlrlPPat28fSUlJjy0vrzR3mY0aNnqKXm/0oUPHTpQtW47U1FTKBpXgyL8nlff7wRVKcy8yUmnu6upKeGQ0t27dpGY1w5VhMHf/mIP9RYZJ/d58g/XrflTWeunqDeLj4+n8TAcFIH2z8nuaNW/J/n176NDxGUr6eVKqVCCNmzRh5XdrlaJbDx8+5Mq1W0pBrm7dX+ablatJSEhQopImTRynNUxy8/EwXd1FZFKPTxSYxNzXNdspI5M0a2RBLWRkku7OlJFJubUbQRlOE88uosDWDjLyrqmhu+K5e8rIJH0pKcfJVOAF/BH/+YtoVoroDH1eNVsBNhByHBJi8hzZIk9lysgkfe4ircbywo5PCVZg0hSuE0FK4fsHVgHvUnB+L28RyF1SuUYi3/AEl0iiR4NK8O4q2DIX6j8LlRvDljkcXrUGX5U973GJbeQBqsrXgml74OivsKBPtj0Bwep71TmvFd5GU2rZexaUqgxbZsO5PaZkmbSlkArIyKRCCiWbmZwCMjLJ5FwiDdJBAYu8B9ZBB9nFfBWQkUmafafPyKScsx08fIyaTz7Jqy+/xJhxE2jQoCFtWjXj36PqtNtBQaW5cDmEvXv+zgpC0WytbGGKCugMk2Z8Oouh77zL/HlzmPQo1+EHU6bx/phxyjozMjKIj49j08ZfmD9vtpIX8WFMDOfOnaVO3fqE3rlFpw5t2bh5G08+WYvY2FhKl/Lj+q1wpd5SUIAv6enp3IuKRxxIPnHiOB3atiQ5OTlfHUVkkoRJJrjNXDwhuL76hOu5v03QQNMwScIk7fzQ3saXMipH/iWWHgRQAgcWcJuTxGs3kAW2zgWTjLA+CZOMILKVTWFQmPTeahBREmsnQeilPJW1yAdpHWFSVVxwxJbbJBOdMz2ble3Joiy3SDApx8SZMCkdFbOpxD3SeLrfm/DcO3DxIKQkQM12sPFTDq/9uWCY1P4tGLgM7l6FoTlOBkqYVBRXy756UEDCJD2IKIcoFgUkTCoW2eWkelbAIu+B9ayRHM60FZAwSbN/DAWTRJmaeQsW06vHq3R/+RVeeLEbffv05Of16xSjGjRsxF9/72fpksWMHjVcs6GyhckqoBNM6tO3H1OmTldS2IWHhdKvb2/27d3Dlm2/U6NmTWWxXp7eODg6UL/ek6Qmp3D67CXi4uM4cGAfrVu35eqVK3R/6X9s2rxNyaMoroFv9SMwMIiGjRrR47WXlRpKTZo+rfwtM32ehEkmu5fyN6xEeej1OWSkwZIBkJxohoswvMkSJmmn8RCCeEqpDxROe3x1gkkN8cANOy6TQGf8EYmANnNfeWlqzpcndqSiIlHUuvAuqa7TFnnDYEuSMMlg0lrtwAaFScPXqmHSmgkSJhVih02mPGVwYjlhHCW7Jk8husomjxQwKEzq9Sq8MAZO7EA5fVWrI/zyCYd/+KVwMOnGCXi/XravJEyS+7aYFZAwqZgdIKfXWQEJk3SWTnY0IQUkTDIhZ0hTdFJAwiTNshkKJo0ZO4GJk6cQWNKHuvXq89vvf/LlogWMHTNKMWrkqDFMnTadrp078ffuvzQbKluYrAI6wSSxmpIlA7gScos3er7Gpo0blAXu2PkXnTq0wd3dnc6d/8fyr79VaKOrqxtTPvwIP283fHx96dHjDWUD+Xq5Kv1CIx4ofW7cuE6tGmqwJK6rIbdJz0hX5vL20FwHRUYmmeg+EzBJpB0RqbYW99UrTHrKxpOKKhcl5cs/PDRRAQpnlsXAJAdnqKaGwOXOH6VTmjvJpLOKCI1CtLXxQVQXP8ZDolGnZquCCy3wJoY0fkada1Vc+oBJYyhHNVxZRihvEIA9NsziFpexEOBZszV0GqIUWFeiMAx0SZhkIGGteFijwKTvx+MWflVROZ6MXGpb5IO0jpFJU6lAWZxZwh3+kTBJp0+lvmCSLcpPJJ3xy45M6vkyvDgOjv8GKYlQvRVsnsnhjbuyYFISGXhiz0buZdsvIpMGLYOQEzBawiSdHCs7GUQBCZMMIqsc1AgKSJhkBJHlFAZXwCLvgQ2umpzAlBSQMEmzN7SFSRs2baF9+44890x7JZBEXF5eXqz98WfWrvme71Z9S8WKwez84282b97EiPeGKW3OXbyKl5e3koVMXP8eP01cfDytmjfRbKRsYdIK6BUm5Vypn78/ITdClWJbXy5ZTvMWrRQ6Ka4uXZ9nzQ/reKphHS6cP8/lazcJCwujbt16tG7RlGPH/qVN23YsXLyUiPBw6jdo+BhMcnZ+HC7dD4s0yTR3Pkq8A0QFPcpDb201kwwIk0R6s474sJ0H/Mhd/X7YRHo+cSUaB1JZDEzy8IMBi5SaJDWWvMeIRC8eksYop3Bw9YL0FHiY44VWDq8toooCdD7nFlcfAZ1GeDCI0twiialcz2otYVIhtvuTbeC54RB6Hr5XpyA1xCVhkiFUtewx3bFTFhj3CBr/d7XGgEllvx7DqAe2iJRhC7lNZRs3ElTp7CcGi3yQljCp2D5U+oJJmQvokhMm9e4J/xsJZ/6CJQNhxFqY2IzD6bWyYJIztvjgwFeEZWuQH0zyKgnNXodt84pNryJNLGsmFUk+U+gsYZIpeEHaoIsCEibpoprsY2oKWOQ9sKmJbE32uHpDj4/V0fPrpkG0nmvh5qGlhEmaN5g2MEmAJJFdzN7enrsREcyZM4tFC+Yh3vlfvnpT+XeRQSwlJYW5s2cx8/MZWQb4lyjBgUNHcXZ2ISI8DDs7O7o814nQ0DuajZQtTFoBg8Gkzz7/gnbtO9Cwfm1Onb2Im6sblSqWUcSoU6cuew8cYdzY91m8cL4Ck0SEk0hrd+jgATq2b83f+w6xYtkSRM7FvGBSs2bNHhP29y2/mRxMcsGW6VTEDhs+CnLkfo9pUABMeosgauDKOu5yYMhccPOGdR/C9ZMmvZEKNM4cYZJID9Z3HtjaqiM67t82uP6WBZMWKzcMNb58Nxsm1asCbfvB1WNKPYe8LlOASZ/ZR3DN11dt3t0Qg/td2wl6E0BjvNjKvbyLquccUMIkbeWV7Y2ggCM2zCBY+V2cwy1u5JFW0jgwaSyTHtiRhorVRNCfoCxobZEP0saASUFVwCcIYiLh9jkj7CbzmMKgMMn5Eoz8CVaOgJh7MPz/a4JNf4bDNg3zhEm1cOMeqYS175N3ZJJ5SJrbyoBK4O4NUeHQZQSUqgxbZsM59clJeZmXAhImmZe/dLFWPO9WxlmJljxo5pklcq5fwiRddoPsY2oKWOQ9sKmJbE32iPeZby9Vw6RvhkNUqMFXL2GSZom1gUkFjebk5ETF4GCuh4SQlJSUb1MBldLT0oiKitJsnGxhFgoYBCbVrl2HXzZtpWnjBty9G8GRoycIKBVI+TIBiij16zdg996DvP5qd7Zu+VWBSVWCy3H63CXKlStP08b12bZ9FxXKBfLn7n15wqS81DXFNHcCJs2ikhJtMSHIPhsmbZ0LjV9SQ4rtC7KWM5wy1MGdrwlj75A5api0aSbUaa/ObbJ1PiTGmMXmyjLSXGHSoOVgYwsrR0qYpM2OUyKT8oJJVdUp1y4fgZ8/ynPETJj0oU8Koe3egIwMGm1cxKCMUtwkkV1EIyKVzpNAJZwfq5k02zGSc3Vbqsc+/QckFlzfI680d9P80rnT60NIT4evhmkcQxtp9NG2P4G0wEtJ+SfqOxV4SZikD8nlGHpWQMCkOVRWfhc/4YZJwSTxPTOtUgn8Gj3L/TP7UZ35U7+rr9Zc/TB18zTER+t3bE2jGQMmtewFTV+GY9tg51JNFhnn7/ZOas1T83/AMbQhBoVJHMs239EVWvSAP1bwh01dvFX2TCUEB2yyIpMmUo5jxLG9fTfLgUni3qJOB9jzPVRtKmGSoTe0gce3epgkDrRVagQqFZy1zHoCoyjLk7jxLeH8jZF/Cw24f60dJonDCi9RkgeksgDDH8Q0oCt1H1o8B3uWgJQEiLyp+zjF2FPCpGIU3xKnljDJJL2qL5hkkouTRhlFAb3DJEEc/957kH5v9uLwoUPKItb+uJ4OHZ+hpJ8npUoF0rhJE1Z+t5Yygf48fPiQK9duUTm4LN26v8w3K1eTkJCgRCVNmjjOeDDJKwBcPSHhIcRoru1SWO/kC5N2LVOnn7p9juprPqKsjTO3VUl0xPdxmLT5C3juPfVDxYohEKvhBXJhjTNWOxOBSeVwoh4eiNoBO3hQ8OrFg5yESbrtEG1hUvUWIFIK3jjFovvOygvmqSVUhPX+RKmz1WjBEAallVRg0nHieIkS/EUUbtg9BpNmusVy8e05BZ58aYs3tXBX6jI1xfuxmkkKTHrzU3WNryVvmR1M8sSOOnigQsW+J+vLNHe67WLZy4AKFAkmVW0Cdg7qqBddfwuHrwV7B8p+/Xhkkvie+bBZE9w6v0vC/vWots7RrxLv/X/UiL0D/DjVKJE7nfClBA5KTcGLw78CwdqLRwAAIABJREFUAVZ+mqqGWYW8tKqZ1PINePoVOLYVfl9SyBkM3KzffHD3gc2zIeS4gSfLe3ijwaQc0x+kAWLe2dzEG3t8ceBrwvmWakSRxgvtm5CeV82kYlGoiJM+MxTqPgO7V0HVxhImFVHO4u5u9TCpRAV443PISIMv++u11mxx+zZzfgmTTMUT+rWjHu4Mowyh/18tdzKml91Bv6vNezSbhp1Rte6rPjy56XOdpnwKTyVTTQhJxQJbJUzSyW2yU34KSJhkkntDwiSTdItZGaUzTCpbthxnL1xR0tNt2rhBWbSfnx+Xr93i4sULeHl4kJKaxv379xg65G2OHD3Jw5gYzp07S5269Qm9c4tOHdqycfM2nnyyFrGxsUpRruu3wvH09CQowJf09HTuRcUrB0pPnDhOh7YtlVyM+V1KZNILQ6F8bTixA07tLLwzWvWBRl3Vp2n//Lrw/TS01AyTztBtzVy64sdvPKAUjhImaaF+fjWTPqMSjtgqdTAya+/ke4NboQ54+MPd6xChLsaOkWCSiLIJxIlrJHLNwwH/oIrcvFg8L7u0kL3gptrCpF6fQlB12DyLRefDDQ6TMvfMr9ynMi4FwqQnFg2hXYqLUvPpewqGzE7Y8DIlFW22cl95WWeIS1NkUiVcGENZUlEx7MkyEibp6gTvAPArC8kJRnnpr6uZ5tTP5sVxqHzL4PjnV8wJidMtMmngUvDww+Gnj6h284oSsHuJeFK0EaI4YdKjufnhA6Psq8wXdisIZf/wJdYJk8TBEPEbLyJir+WI4tFmzxSxrSFg0hwqcY80muaMTMph51EaImp2LuQW4ndDVCmb9v/HMsZSjlQyeLp9Q1IHLYWQEzC6XhFXWMzdJUwqZgfod3oJkypA75nqQ02L+0qYpOP28sAWPxxJIYNQ7e4SdJwRrD0yScIksGnYFVX7t+HSAdiQXTdEm01l0FTPhTBEwqRCiCSbFF4BCZMKr1VRW4pD2k6ucOusxsxKEiYVVWzZXyeYVKNmTZYu/0apfXTl8iXefWcI+/bu4U74PTw8PHOpeuTwQfr37cPps5eIi4/jwIF9SvGuq1eu0P2l/7Fp8zYqV6mq9Bn4Vj8CA4No2KgRPV57Wamh1KTp08rfjhw+ROdnO2iGSb2nQM02SoqPwUeP4qOyZyORnCNBGccbO2plntonR7q4Nn3VaeeOboJdK3TaGeJlsgO2pJCedctqTjCpq40/ZVVOHCRGiQDR25VfZJL4onN0gdQUSCo4HVlOW0rhQBmciSWNBnjSER+284AfuZvVLDNd2gLuKKdxRY7ABNIZnNdpqa4joGZr2L0SDqnBaC6YtGaC+iS5uG6fz5rDpkYrVGWrw50LcGZ3wXJVrAttB0DcA/jxg6y2OcHAHx7p5gGTfEuDpz/Ex1Aq8g7O2BFNKtGkq9dlQTCp3sJhDEv1L9QJOzdsmUklbLFhGjeUPoa4CguTRB2YoQaESX1tAimhcmA797lVwhsnFzcibl4yxJKLZ8w6naDTIHUkgygWKq+iK9B7lhIx4PjLp8y5fF83mPQIDPis/YBpt5P+P44RPuQ6kaQq9vlhTwBOJJKunOjM8zJhmNQSL1rhwznilVSWRb3yhEkbP4NyTyq/i+z/UQ1M/3O1sPFW7gfOPIoGLYszS7jDP2j4rTbFyKRihEm9CMAdO/YTzRBKY4MNU7hORBFfbHbBj4VUVn5363I0z22SCZNEZNLrlFR+qz8ghE8Izg2TRE3O9+sWdasVb38Jk/Sqvws2DKI0tsAqIrK+X/U6SQGDSZhk3jBJHGoSNZEExBHfOXldxohMehpPelOKayTxOcZJNyZhUnZk0irCKW/jwj1VMieIN9bXR7HPI2FSsbtAGmBqCkiYZDyPPHrWLkzdUAmTjOcWS51JJ5iUnxir1/5Ep2eeU9LZOTg4cPf+Q57t1I7GjZsy5cOP8PN2w8fXlx493mDqtOn4erkqQ4VGPMDd3Z0bN65Tq4YaLInrasht0jPSKVkyAG8PZ40+UCKTMmHSruV8dPQ0gTiyjFBeoaTyUPQDkcoJzTQyGMrl7DF1hEllcSIIJ2JI5Sm8aIonv3JPiUpwwpYQEpVToI/VTMpKc6efyCRXbJVInGTSSVTOahfuKoMT/jgQRSpd8achHqy2uctOlYY0cPkMXxd3hC1XScBJOQcLYSVKkSq+2MQJu3UfqiPHEuPU1Lxpdzj3N/y2uHAGA63w5g0COE288oArYJKIBFn3RBU1BLp1Litd2nLCGEAg6aj4jgjl4eYOyXxQrQxUb6aGQ6UqqQHk7m/h0M9qO3JGJm2bB8++A2nJsKDP43vmn41wcqcajImi4/GPtBPphEQxcnE5uEC3CUpx6IrLRyBezIl80o3xzKp/UxiYJHycQYaBYl4K6YLmr6trYhzfzuBdW5XUgT/Z3GWX6lExPQuEScqeqVICgutDxHUIv6yuZ/YgDAKrgKMzbiGnmBnjbhCYFIwLwTYuRKqSaZhjz+SsmWRT71nlk1/p3GHGJPtjaJg0mfJUwEX5fr1YwsPyYFLdTiBeUIYcU6ckk1fRFcgDJn3MDW4+Aq8iFVcQjv//actQUlGKk5l/Ec1KwrPnzgGTPrktYJGN8rIqEya1wZueBCg1YRY/1QiCG8DFA8r3VdZlEjBpcq7DCZm2PYevcr9ygIfKZ6uoV54wacsceO5dUGXAskFZtZua40WbRyBL+ELUZvuBuzTBU/nNygmTnIASiP+G2znBeSZMEr+Ljm5QriYc+BFOZ9eeKv2on/heNcplBJjUEm+EfmeJY1OOWnYzCFbSDApf9qWU3mCS0HAVVTlCLOO5nqeMmTBpBiE8IA1vHLlIAuKwjYhMal42heQpO+HoVlgywCiuMNgkEibpVVpjHY7Jz2gJk8wbJlXBhdGPIiBzPWvncLgxYFIzPOlPEFdI4BMJk/T6HZHfYJmRSeL3/RAxer2fMcoC9DBJYWCS+Iyo75+S8nxvIyOT9OAIOYTpKCBhkvF8IWGS8bSWMymHegtPHjQI1vTpZuzY+Rc3b94gLDQUO3t72rZqxrqfN9K8RSsCS/ooI3Tp+jxrfljHUw3rcOH8eS5fu0lYWBh169ajdYumHDv2L23atmPh4qVEhIdTv0HDIsOkNymlvOQV+eIFXBAP0vO4rbwIjySFP9u8WGBkkj1QKo8XJ6IewauUVKJ5MuCxly/LuKOcitIbTFo7CfzLQFqq+oW2dykFzPSKiKMZXkqUgEjfVdhL3KwIiPQnUUo6FAGTxCnEP+s1AQdHuPwPRBX+hdZ4yiFOpC0jTDkJK4o+f1yCrPo37FyiTrsVcQ2uHIYWveDULtg2T4Fh4hRbfpeoBSMu4TPhz5PEcfcRTBJr3tDjPShbC7bMYdHZO4rmAia99QgmiXVlwaQm9aH1m+pUiHb2GmDSfOgyAtJSYO7r2eZlAshD60FEXwlItnMZnPxd3cYnSJ2mQryw27VcPUZUGJ2WT+I15WVh9p4RJ9A1wSQBKsVL0uskMssIRU1L4og4/Sxq7/xCpJKCMQUV11q8BM1eh3+3MGznFmXPiJe9f3UbpoZwAsh1HaXULarx5buMSPRS0sSNqlcVRJFs8WL3YSTUbqeOBKvUwCBp7gKXvcfTcWkKSNzIvSy/aZPmLjMySYFJOfeMjS3UbKVOiVmnI/iVwe3Hacy8EVcgTHqeEsp3hPD9Bi2iDsT3jPg87c+xZ9ZxV4m4FPs83MmO2CErwNaOSstHMeahs/YwSRSL7TZR/Yuwfpo6iq6AS8Kkwn7Lmm+79vjQBC9O8JAtmurMlaoMDbtCUjx+u75GfH+IaNAbOYFBHjDpgxLpRLTvqxw2eGrdHPpnlFROEYuX3oWFSeP9U4mu2UL5jm67/zflN/cocSzs2AXqd1aib0rs/QEH7JSDE4nD1XWLNNZM2vuD8jlQla6m/p0SBx/+c4lIqNq4K3GZewpTRPwRyApaOZ53I9PJQMU0z3iSAoKVAwvPhdwo+OWLOKQgoqhF/t/j27JAUE6zOuCtVMs5SoxSP00UOc+V5i4fmJTX90x+MEn8zg+njJJOcyRXsqfPCZPEb2DlRrBjidpWBUA5MIkKyu+KiCgzVDpQZ2ywx5Yk0kkzAkz6H35KPb+9xPAVYVl6aAWTRMpdn9Lw4BbcKLimlT/2iEMG4jf5RD6R5MdoqNRKmsENWuONiJ7/mgglglYcPGpSxZ6UfnPhyCb45VPz/aISllsTTKr8FNTpAPduwd+rCu83ZzfwLKk+2HWv4CgNCZMKL6tBWoqaSWac5s7qYFLFeurf5DsXCQgoQ3JiHNGRdwyyNUx9UAmTNKe5E3VDP6eS8o7kC26R+OjdR1iOiGUJk0x9p0v7tFKgmGCSd8ky3LlySitTzb6xhElm70JzWoBeYZJY+IxPZzL0nffIyMigfduWHP3nCKfOXsTN1Y1KFcso2oj0eHsPHGHc2PdZvHC+ApNE7SWR1u7QwQN0bN+av/cdYsWyJfTtNyBPmNSyZcvHdN6+aWu+kUl5wSTxkqQfgZwlnllt2hcIkwJwZCLllRc/E3yTSKxQG1VqEp1On3jsJW/Oly96h0k7FqlPFMfdx+boZlRt+ikv5/v8+j3iRPZ67rK1c29UPoFwcB1czTv9SaZ4mTcru4hSXjoIMPAt4eweNLPQNQZexJ9GeLKbKKV/ZVxZQih9CHis/k2eMOn4dt7a8QviBlSBKpUqga2DGpY9KrBeDVclRYyATSIao9hg0qZPoVoLiIoAF3f1nhEwKaASiFR22+aDvSPY2kP4FXhlqhom7VicCyb9FwwIv/1RwhWfUuUJPXcE0tUpm3Je2pywE/BT1AMS1xUSdYpkKo8TEyivQAlRL0hoLl7yftai+WMwKdee2TwLnn23YJgUH6V+ybt3DVSsYxCYVG3pcEbGeyjgeKjddSV6iLQ0eqSqUyMWpmZSvjApE0AKSChe6hQSJgnw/Cy+/E4UazTUYMrp+/xe8oqaW+KE+iKnKE4PWZA/TLp9Dpt/fkEVWBXuhsCF/Y//TnmVhP4LQaWCFUOyPnv5/aAZBSbZOWT5jdTELFM646fA70M85Er/z9TfF5u/UH/mdLnE96WAaCKdpSjiLj5/AqJrikx6bTrY2alTo2bWW9Nl/sL2KVMdnNzg/i2ILriGV2GGFJ9xcYWRnGfSre6UUICy+H3QVDNMidrrNhli79F+6VheU5XgGLEszhldkwdMmhxgy903pisHJBrPH8rAjJJKZOvZRzBJzL26UWNUfuXgwj61Tzz8EWnuMiOTxlRwJ/blSQpYabt45OMwae9qxuzfT0Vc+IZwjgxfWjiYtGctKhFBK/JPi8962CX14YPIW5CoTpMrfptGKjXK/hPtnJ8DcsCkKZE2CuweXsWflOffV/z63DfTCoZJhajnl/k9IyJ2y+FcIEwKWDyYmskqJRrMHfsC72fmOd3nVL8Zyp6vtGpKNrTOGeVdCJg0jYrKOaYJhGTDJAEjxfdT3H24fLgw27fANgMJQkRKi/uxv7W4n9F14kyYtJtoHtqkU0nlotwTCcD038ikz7iJOBwjjs6ICOusq/1b0PB/cHgD/PVNgaaI+yVxTyRePuWXRuqEcmdmp8Ak8bvjjC0rCGc0ZRV/d6xVgpRhX6vTOy8fpuvSNfer1U6JIOT+TWjQGdIzlANEer00wSRxj9b9A0hPgRXD1JHm5nrpGjVbpTF0GQlRd+DbkQWuXsKkYtocrXuDjR1cPwEvTTDbmklWBZPEAQ9xmEvcr66dSICjffHAJDcvbKo3V27h+XdrMW1gceBTnebO2iKTKuJMB3yVQ1SrGz5VYM0kAZPmUFl5RyIO+vRWDjmrGMdV5YCIuCRMKrYt/PjElRqCgxOEXoaH2SUVTMhC0zelGGBSX6cKBLh6sSHqEpfIfodg+mIV0UIJk4oooOyujQJ6hUnVqldn956DzPr8U0a+PwZXV1eaPFWPVd+tJaBUIOXLBCi21a/fgN17D/L6q93ZuuVXBSZVCS7H6XOXKFeuPE0b12fb9l1UKBfIn7v35QmTRBq9/17Rdx8UHSaJh/jkOPXp0LO7aXH9upIeT9Q/ESH5AiaNquRLYrdxWVEm/wUDBodJnUcoL+xsjv6qvlm5sJc+G1cpMElEK2ztPUFdl2LjZ4y/FIYdNixyiyeiagPIyICTO7Kk0wdMEinn2uGjRK/UxE0nmDRkx0aewpPvCOePAR+DdwBuP33EWzfVUVb7iOFtgpQXdj8RaRiY9OdX6heFTu5w9Yj6xYOIQBGAKDMy6Y+voPO76ge9iJDHYdLWudBugLrIec7T3xpgktgzu/pOxqF0VRLXf6J+eWljh/MfXxEQo04fJ1ISinQNl0jg02ZNodHzSuqm7nt+U2pb7CVaOY0vLvHyajIVlBd2oj5D5ulvcZpcPOTdJ1Vj7YucMGk1EQwgSHnJ+7E5wqQ6FaBtf6XQeI+N3xgcJs3klgI7xOn7f3OcGtc3TMpMP6W85C0QJp1RTkwq6Qn/3ax+0BRw7eF9SElUn6h09dQdJvm74+jixt2wm+BfVv39khAD4nRtahLcLPiUPR6+8MYsdaDs6v9r7zzAoyraNvwECBAChCQkgdARkCpVpClFOopIFQQRCyBFEKSIgCgoCihIU2lKkSIWehOUDtJ7753QIRASEvJ975w9m5Nka0jYTfKc6/qv34/s2XPmntmZd+Z5yyfAHZOxLodmEgF4cic8LhxEtNR5OfYfBhw6bZ5ndGEAUtvsUgJqNomB2+F7jYEIBo16ageNUkPNnphkEgYwdzBw4ZAza2/CPtviM020lkgPwzyekC+Ten4SNSHrw3DPq7jk66++pnLIDUj03imE4TzClZj0twg6eQO1yMOrp/Hh7bTqYFrmfC1eFDhWsBgem8SkOj/1w5vRgdiBexgPg3duAsWkWU3fAYpUAcSZ4oVmCRKTBmzaHG/M2I1MMopJq34EytYDfIKARaOAE9tVu41ikogERTy8cSs6QkVySnTQNtzBCmNUlzUx6fV+Klqg4bQhjotJC74GilTS1vVdy4BczwIP7qLV8dNKPHBETCo9oTu6R/ghBBFYhzv2xSQL88xwnMOzHplwLzoS215qAlRpCUiaOz0yacUPyLvnHxUKL+LZp6a1ySgmmdPCHNmIkgvGq7jmC4hQ611Crm7IlSDnGHvPkrTAjZFdze2zcMVUqQvQxaR/cQveSGu2Z2rDL56YJBHykvJODo8+LJUHqNYGOHdQsz1FTNo0Dz02rFVr9RxcxSbcjfdaxgO7wQWyAXlLAdfOwiOzL6JzFAYOb8CsU6FKSOwUdQjtTdH5IgqPQWHcQgTqlgpEdNvhWsTd9I/tNT1hf8/gBXwwTTk6aLaUzK+PYkd5J+yboVK7yuH7sa1AVKTmCLB2BlDkBWUDx8oXL2JSu2+0Z49/O5WKSZWA1/trzghTu8dQr/UOIJEVOxYB2fMCmXzhvW0hRl6FirQegjO44q2lJVcH5gF5VQRq2UsXkC/aC+fwUDkOJOaVatPc6TbFkjFAox4Uk55wUDnjhJfgR8l+r/t0bf84q5/rxCRr9YkT3LCE3ZhaxaRS8EYP5FYpZftVKO6wmDQVl9TeXhw3P8IJikkJG3aJf5fsPSUKePtCoExdIHs+zaaw5IyZ+E9Ped/oAjFpuGdR5EmfBd/dP6xSnz/V683h2nnIignA0S1P9dGgmPR0eafypyWqmCSp6woWLKQEpKCgIBw+dhp/zP8NmbNkRp269VUtpRw5cuKFSpUwfeYc5M6ZHXfv3sWJU+dRqGAeNGveAj9P/xUPHjxQUUkDP+1vVUyy1G+2aiY5HJmkokwKahurpWMwYf95eCpvzst4BzmSl5hkKHJu9P6WduH5xqreS5MVc5X3i7ORSSJKPItMuIkIFEamxBWT3h+u0vf5zBuCr889UDUGjOkJk0xMMkSZYNG3QINuT1dM6jgMnrmLIWzOYO0Q25Sy7KO7GZSRKUKhWUyqXkMTBrYvQM81K1EamTENlyERLFLs+1cVdZdDHc5/nDMN7pdvqDb/ddb8rg55t+EuJub1ByQaRbyFHz7QojLuXEPBcC3VYBpEq5zn8uxkLyaVKagxPbkdbeZPSnIxScar8BcPsw9L5gFqvwecP4hWf0xWh7zLcEMdOEqkhBz4/heoHeTj9hVN3FFpNdNDNicP8RiZkDZBh7xdS+bW0kpeMIhJcsgr/S61ZESUeOF1wCsrtKjBHioyKe+P3VAtLI1KvbAC19XzRci9a0hDqUcmTUgXgoOtPkbaDBnwYMM87XkS2SM1yOp306KFZvWzvdQa6mxh8Uig/KtA+ANACsPrqREN0WwDNm1KXDGp40+amLR8XHwx6dROraabCClh97QUjfqVUDGpSistsvHguphoKok4kkM6uaSWm6Wr1efa2iTG6R7NKcAHaVWqUvnVSpq1vMigDqm32zncEzFpFJ6JScHa4lPVb1XHf2ieZySqUcQkEUPmNnsfEO+85RPw3f7TyIJ0Ko1oW4iTSDQ+KeiL+1IX7t516GLSdtzFBP802vi6ex1o0ldzdLCyNlmLTHIbMan8K1pq2T+GotipI0ocETGtuykySV+bJO2YXs9vCW6o+ni+8FTpyE72nKbmWklzFysyKSFiUlxHh4bd1W+m1bzxT1VMkihL89r0UvX4YtKysfhm3ym1Nv2Cq+a1ybKYFOMcI+lJjSlK7dnrYpPk8ciIS9EPUQu+8cWkRSO1tKTSccLunpbKU+p0SU2oUESpSHX9kvqMEtlzAPdxGlKfC5A6mQNNEbu9cqdDuETdhN5E4w0rVRSSo2KSnm65q2FtkpqKupjUd8N6JVT+jMsqdZ5cEi0ia71cEqX9gcn7O1YKVkPU7I97TuA5ZEHPyEPKASduqueupfKZnWOqz/1W1SmT9kudMvNVrqGKtA44/B/evZ9BzTMTcQGhFlISS2S6rFvCysxRxKQuP2ti0tLvnROTxFlKnB7EAUKcd+JcMQLkBmXfxBOTFo3EK0eOqHavCfLF/XbDE09MkrSwMheE39fSNif1FVgAqNQMeBSuRUjac3QwvY8XPFAU3srXfU/hkpqYJCnu9q8Gqr4BHFgHeHlrqZ6tRFp/kjsDbjXtq7Hb8Kv27LN70eq3H9Q8sxI3MSdrtCY0iROJMEnIZfD+9s2YHp4ZvBBy3lDbNiHfqX442bR9XWQUcG5vQr/l6dyXEsUk/zCtNq3UyhV7ynSlmJpJbi4miaPpi/DFfoQqB6CkviyJSZKie3K2aK1WcugtQOz5FHYllZgkZQhmeIVpe3TZF5n2iE+CT1LeiiEkEcrWrsJlXsTJ/VvwWBw1kvHV2CM7gqLTq/pdsSLB7bVJxPxStbV09pLWXpwjxYbUxSRxlqrUVHPmEodhXmYCyjYT8e3ENuDMbnWiBLEF9b32zz2dKqGRULSWxCQ5v5SSF2JDW4vqT+jzYt3XYYw2ZsTpTzIWyXV6t3aOkNSXLiYtGokGRw6rX7vU4b1tIU/Rob0H0ODVRjh77mxSvxW/P4USSFQx6YefpqBBg0YqomjJslWoUq0afp46BZMn/YBtO/bi7p07OHToIEqXKYdLF8+jXp1aWLB4GUqWLIV79+4hVw5/nDl/BVmzZkVwkB+ioqJw/dZ9dca3Z89u1Kn1EsLDraemoJgUJzLJmpi0ZjLQoAdw6SiazBphW0xaMByQTaxcu5Zqm4H/H1rWQjZzKqE7eEQxSU9z9ySRSVbEJL3+TawDOytikqQc1A95xfNZiUkFs8U75P0Pd/FD/SaARH6snakJC0EFkH7xaIw4cUMdMM/AZbO3FMWkODWT7KS5M4qfxgO7VnOtHPJ2GwukTQ/89RVw7oD6jZWGN7oj9xNFDFgVk/SIATlQFa94OWyRNHEmManUxA/RIzyb8rBb5XETzUwpyybXqAsUrQLsWIJBO/YhP7wwPt01HOg9FWnSZ0D478MAiZyUQyc5mJLvu3QUOLYZKNcAOLgBCL0O+OUCTuxA+bOnVGTMkSwZcfe9cTGCjkQC3r+tpep0VEySmh9yGPU4Gji+BZBD3ns30GjdEjSEP2TMS920eJfRW8qSmHRyO3Djkvb+4rktnu/65YyYlLso4JUNuHEBEOHAPzfw1zfA8a3at0kKO4k8kqioce0tmxy6mLR8PHD5hOIVdCMEn0fmVI4O0j4RMa8jEgNg+4AznpjU5gvVb1XHdLIsJjXvpNW/WTYW3+2LEZPszjP1GgPP1dEOISW6KAWISeLoMPTcAxW1LMx1YcCSmBQ3neZWU4o9e2KSOnzxuq8dIIjYX6GRw1GzVueZnj/Gi5pNjMgkR8QkS2NmNC6og27Z1K2sUDVepLWzYpLdSGtDClYsHAmUra8OZmotmoK2yKE8F/d4hKJAdEYcRCjqw0+J1pNxCVuyZ1O/yTy3bmJglOZF3LNoIB417qPEhMbTv0wSMUlS4GwpW/X/FaY8EHxkOwaF+arf+kx7NSBXT8boPcdRJF0WfP7wsF0xSR8zy3ET84o/C2T2A87sA9p8qcZM0MxP8fnVx+rZn+AU7qgqYeL1UBjIUVBFk757+oqqCSjpiiUdsbqsiUly+CLRwiKMSORqsZeA49uArfNj5r4u09Ta5D17EKpd1OpQ/ZsnJyJqvq0i8DzO7DGPGUtikjXROnjcuygcpdV0syq6S4SObD4kStZTUgZHAz4BQPW3NLFEDgUkLaGkkv5zeNJvESXyTNImOxo1a3qjYCV+5lW91VvSaZpEaxWNFrduqFUxKSNuvSFrUwRgiM43zjPzm3fWouPWTImpG+oslbe/M3t/+948m3hiUsGyQJNPtNS9kz9w9q2c/7w4nrzUVrtPUjmLwGbj0lNhrsMtHDE5G+ApRSZ5vPwuomWs71iinK0S64qV5k5Ea3HOO78fPnOGKOek+4jE+8ilIiclMiMvvCDpuVfjNqSSoFxXzXHkvSaWAAAgAElEQVSfTr6VtKd6OyAqClUXTFT2zAk8wFewXSfMyafEfNzNxSRr9fwS3F4LN0rfyVwjlz8846W5k8wZUxu10rJurP8V2PbXEz++v3KdSqsihE+6QQori2LSkQ2ov2CKcgzZiXtmxxBjmjt7kUkqzXTjdsr+9lg3A9EWUhiKo4nU9RanAckqYOkSZ1PJmCFrXmcEq3pNY/9f19va591VTJJj+brwV04iMmeabRErI+pj5FFZcyQd/zpH6prq32NJTPrra3hk9Ue0nJ7euAg0G2g70lrmvdwltL3sgX+eeMw/lS8Qu6x0bWD7ImDjnIQ98rW+2m9dMjpIfWxxvpH/NpVAgAvFJOPaJPtkP1UP/LFKy5mgS7JDFK2qORX9Z5jXdDFJzlbqdtbKX8zqqzIIJMXlUaYeooOLaDapZPCIs9f+Cmdj1zA2vQTFpKTojdT1nYkqJokItPk/zetI0tWJ8CPRRxKNtP/gMYTeD8XmzRtRo0YtnDxxAs2bNsbCxctQqHARdU+n999BzpzBqPD882jzRgtVQ6lS5Srqb9v+24pGDepQTJI0P46muUsMMcl4+CI57mt3AsLuotbUgRSTEjvN3VMXk16P58lrPHwxGrgUk5JYTNIPeX8bYk4J5y5i0t8et1Q0myZAxoyZQVu3OS4mnd1jrrOlUtqZUpZ9s/uYqtU2MssDnHjv2ycTk4yHLyrKqmesQ17x7p8K7UAy1uWImKRHDGyej9YbViJHtKeK5tzfc4p22D93UEw0kV7kPCoK1W/cRXX44gBC8ecrbYHi1TUvN1OdLTmELHpCSwF4MncBPHpjqHZgN6Z1zCtmyqZ5c8oB5qu9zFGzqN5eeTsFzfncfMirCxsSFSMHvraupyYmGcaMnn4quUcm2YuaNUYmJVRMUocvDVtqmxQRMEX4EAHSgajZ5CImTTcJcbHSwhjS9oooIdGREtG0F6Hm6CB4+8KjWJV4tSGcEpNEODaJ1sY6W9acY7Z1lXqInsgzczAG3kz71MSkSbgESwKk/NbFu1I2wNYik4bvPaZSfIy9f8RhMUkiZee36hYzz5jS9hrFpD4+93BfUipKlIxvDkDSpB1Yi3eXzFFi0m8IwbKSZQCZC88f0gSpuJFJqyfFRM1eOKJFs4nDkhw46JdJTAqYNRBfXBbv6NjOMcZUz86ISZXGdsX7jwNxGmEYiXNIj7SIQCTCc4ngn1WL3Gk+CGqtEuH+5fe1aDYRUuI6OhzbCo9jWxCds5ByBKl4dL9y6DmKB7iQ0MMJSxO3FTHJa94XyIA0ysNcL+JuvF0OeD9DvpjabEklJuljRhxUZExIlNKeVcBNQ5pTe/trsyfvCGTJkBbpPDPi1v4NWqrcJ7kM9fzw4/sJ+iZJuymR5A8Rhb3GOmeWvs0YaT21q4r4t3UNQN74kdZGe2ZCBy2FmnjAJzTqy/gCeUoAUidSHFuqtwXylNKisvetdpyNCCjp0gGPImLXeJWIawCFw6JUZgNVS9AQAdli7jjlfCipc/Mb6vlJal3JAqJFOwcq0VrSK9o7KI71wpKSSn6n4Q+BloNjOce4q5gkc3gmpIFEMJsFkTwlgQZdgYehwIw+jveJIc3ds+M6o0ZkJtzCI5XdQARLqzaw40+w+kmZZ0TckX6TtO362iTRIC0RqNKwT321jTkCssvOnfCNTqcipQ4lMJXtBBRWY+arbGE4U/99rd6rpCAOi58WNsFNrNJC2yfvXwNkDQQk1famuRZ/K9bEJL0MgdgzkjUgK9Jh9/+jBHoij3LcNO61exTKhkhZC29eQpMlM83Ovnp0vsfqSYjesVg1R6JOX4Kv+u8rCFelACS6ul+mm9raJfPmzUvmphvnGb2m9dc4h9M+WbXP6OnFTXc4LCbJminrn8xPUgLA3iXOt3JJXVpLUVaSocEvtxa9ZsjS0AQByIw02IG7+BC5Y1KweomIGW12dpavlmjzbPDEbTxSabtFTJLsLRvKVNJq0olwbswyob+ziB7yfw/vaWUM4kYmiTBgyhzjUKS12BHihCdZQHYvU08RQa8DcirhbxouOTfH2WObGH8X4UNqWm/+DVg/0/Y3Fq6kzVUikMwZGPNZo5ikZ3QQdg26a/v8aR8i/e0QNV+IY1ZSXXpk0jfhJ7C/jJSPAArv24g+4QFqbZqDEEipjiN4gDHFCyA6VzHNAVayhjh6VWyiOUYd3gAsHBFzl1FM0seMRLZJ5hXJ3jL/C0efEO9zsn8XajK3my8LdUONe22KSQnGzRvtEEhUMUme5ePjg117D+Dy5SvwypgR5cuWwke9+uCzz4fCP5s3fP380KZNOwz5Yhj8fLQc3Jeu3kTmzJlx9uwZlCquCUtynTx9AVGPoxAYGIRsWTLa7UxGJiVBZJJRTHLy8EU3VoYEROPyW19pub8Nh7w48R/wYltV9ydWzSSmuYuV5i7pIpMoJhWCl/IYkwM7MSjEsP/CPwoX3/5ajdey47uh26PsNg/sdGHAe94XGHk21GYqIXuHvL4zP0XTq3eUkbAf99AJuVwemZSUYtKI3cfhh3T4Osv9JBeT1uI2zuKh8p6Uw/4GHv7IFp0OP3s/xMmOo62nuZNNh4X0U3EPeftci1YHdgMKByBCDhxvXkTD6cMsbqSNY2a4GjPAoNxeMd7fkuqvZG3g5gXNm6nCK8D2xdqGzZSCVa/NZjzkjSUmFc2peYZdPgaPiHDtsFM8lsSbLm06eN0OwaiH2pgfEJwON5IqMoliEozzjKORSXEPX8wCZCoSkyS1azlkUaL1T7iEbQULa79TOYCQKL049W+SVEwyRZQZ62w9jcgkdxSTVN3Q1/tqaVn3/a1tpA/8axaT5DBxRYfBWooPa4cvlsSkHQvh8fABouUwSdJ4ysGDdzYkhZjU8XGgqgEpaW8awF95OM9tIrXZKmmCVqXmqjYbrNjAlqNmf4Vem80YzYbbV801msojM9ojp7IppMaa+cqYWUuFEn4fgx7lQADS44d013H42eeg3KDlYLnpJ7Ejk05uR6v5P6HG/9NYrcEt/G5IYfUWglTUr9Stk/phsjb1TMrIJAsCpESUlb10Udkz23EHEXpj5aAzS4AmjIigoV+GwxfPRh8iTTpPhE/9CLimpTjMhrTK+16EMz3tpN2NoXwgoWKStw/wzPPqkLrS/u0qAlUEyC/tRbgYxSRxwpMIsPB7wJKx2houUdeyFpsuu2LSqh8ASfkota5m9TffFyuVkKQTcvSStMuqNttvQJ6impi0ZDRGHjoPz+g0GI8LkBS3cskxbdb/12CV8SOiv/mS36Y4OqyfBY+8pRAtB7Cb5wJ1xAM7DQr/MhB9Qr3jiUnWbGBdTDKmlO+Pk7grzjrRUVpNNP168U3NDtq9Ah7PlEO0Tw7tgF/q2Yq9JAKwqTabHmltU0ySw21ZV0SEKFFDe4pEf+jCnTjzSLRZRLiWdlP+W/pQP4x+gsikEXhG2cDf40JMCq78pbUodXnGxHcs96oc4KdJo6U9EwckuQxi0vPjuqBzZCDOIQy7EZpkYpJExEgqehFIdNHa6OhgTUwaumM/ciI9JuGymr/kMGqq521c99EigJWgb+fSxaRhvhE41+EbIPoxMKmzxi3u9czz8PDLiejLx9D1YigCoj3xB0KwP3c+7ZMSVaCL1irTSGkg9LaWRSFuDUiDMGB8jD0xyWjPyLouc3RcMenD4sGIeqVXvMwx5lTPcoYiAlGadPC9dBJfhUmKdA8VdSPz011EonfZwlrtZpljJGOD6bIkJqnzmTcGq8Ntv8ndkeeRlkL3cFAwcpavjSsHtyD67L6YZpZvBKT3UrVr1Xwklzg6qAgdyarwlr1uA7pNV445GX4bgryXtO847uurfU/EA03MkQhgieSRvsz3nPo9Dj14xjRmLpmdY1QKVrFFoiKAie+an90CgagHX5WCNR8yKjFJorw36Y6bcpCv/74lFbt+SQmIGu2Bg+s1YToBYlJFj6x4NjoTjiMMW5t/GE9MkprWX0Ay/kSjTxAQ+lwtIDwMCDmtORpeOoasG2arqDuJnr5vIxWhfdgJ+IQ9MUnWt3KvAPJeIiLJeA05BayeAo+gAoi+eRl4rnZMZJIFManoTz3R+b62PvTBSfNLyl5J+ITgUaJEG+pi0lePz+FQZ6mNnAaFJ/Uyr01iq76DnCot86iatTUBccdC1RaHL2fEJCupnvUxI+tuIWSEpOKT9PJbLdRLlXlGxHpJWbfW4xaaRQeqmpVT6ze16SBOMcnhHuUHnSSQ6GKSRBNN/2Ua2rzZDjly5FBi0vw/FqDai9WRM1DzoHjl1dcg9ZUqViiNI4cP4/ipc7h8+TLKlCmLGi9Wxq5dO1Gz1ssYP/EnXL1yBeXKV6CYZEo/pQqQuyoyiWJSrBQfKoe/LDyqzpYYn2VUnS39kFc2Z2j4oWbgSkoXOWC+dRn1Jg+0WP9mNSOTMOHwFWVcGwVIS5sia3UpRnrfw1GTMCDGSq/7WbTNrAtqJplrYhi8Mu2JSZaEgRBEYB3uJG7NJCfS3KUUMcmRMWOxZpKDYpKt+jfWhAGjAPlJbsuphGLPMzH1/GyJSTJmBlQsbT7kVYcx+qZI0hRmzwevBSMx6tRtikmmKBOJvpR0OHL48nnVSvBu9CEerJ+DaDlI0tM1mDZFTy0yyeDJm9rFJEmnubvr99ph4QqpbWZKpzn+bfNBPcWkv7UIBlP9m6SKTFJiUrP+yp7B3lWJJyZJPT8La1NSikkH8SCe97eysyVNyBOIST+K+GmKZgv4dTAaX3+gjoQOI1Sl9zr//xpcQ9Jf1Q7mJMKrTkdNyPr3FwzffVQdqCh75n1TxK7UyWvUM56YpNeAVBFlxYpqKWvP7seEa55qbpdIj/eR0yViktgzQ0ypEeUgI4uqvRiNkxXqAjXeAg5v1A7kTcKAcpowCZCer/VGmnTp4TmxM565qaVMlDqT7ZEDp/AQ33jfBTJm0WplFaqg1YE8tQv1LlxR6ZuO4wE6IVgJWYML+plTPau0PXJgeP6glopXv1p9oaVrXDYeCDQdMF86BjT9VB3WVxrXDSJAipg0FDFpal7zCECe6PTYgtvY6eerHfBHRQGSsk+vwxgrmu0D4NhW1PxrIgpHZ8I+hKq04ZJOU40Zk2gdK82d7oR37TQy/9wb3kiHMETi7msfm9em3rv3I1t0WszBVdw1paCUaAWL1U4kPaMSk+bFEpMmHLyoxswonFcHoXJJ/RuxZa/gEYbiTAwviZKOU2fLGDVrPLBzJNWzJTGp9zO+CHvlQ+B2CCpNH4JqyIZjCMOiRm0cPuQ1pu39umploGxDJYB3WL8GReClImO2dRoFZPLRorMMdUNfCkujPL//KF8R0RIJfmwL8ChMe/bmecDFo5q4JIfq7Udrc++sfghKnw7hYaHIeO2aqikchijsyPBYizCPeIiSDx/DB+lwBmHogTxKTBIBTyIk5dqdvwAe2ROTZLwGFwaWTwQkhbJHGuDkNuD1AcoRztK+SWpqLsZ1dUh9D5ExEREyB0kaZ9Gjdv+DiuFp1LhZmTuHJsTKb9RUozPuGZPU3ZTooJm4Yp5nnBOT4ggDsq6IMDC+g8XjLIk4kfe/gXAMNz07lpg0sy+QNbsmPhpFEEPKsiHbdqsaid9nuIF9Hb/TfrOzB8SknypZM37UrHFtWvkDcu5eo95P6kaHS5RfNFDq9l30QG4luvarUDxe2t5EEZNkbXq+CZDVH75zv8BXFyRqM66YVERLD35sK7BxthaldOsqBtxMY55nLDn7VhjXBR0jA5QNPKyK2MDdVR3c6OhIbY4W8VmcLKRWoERgyHolioukMZd0vyImjWlj+RhSRBJvX+D0TqDVMHPd0AHXRJKIxsfihCei0LXzwGHLKVhjBEjjmDHsmwwZHVoh0Fw31KKYJOczIprI+czUblpUm0RWyXuanGNi7Zv0mknWnGOWjwWkFm7IGTRb+ite1WvN6unBDQKkUUwyliEwRlq3XTAdVeGDJbiOpQXza3aCiF7imPIkl4jQMjbkWjdDm5Ok7VdjBB3FxVJkkogm0t8ivDYfaNNBHOIcE2ffpByLTJFJsc5nEFMXUdaB2vDFctxQAo+kRBVbyWLKU0mxLOnsxQlAxrmFK1HEpPxl1ByR/dIpvPNQi+KLVTdUF5MkdbBEJ8l8cOk4UOd92w5VhvHaDAHmMSN1R6U2qsyp/5jSMkr0aiUPHzXP3EYEupjmGWvnM5aygHyJszhnIVqeae6e5AfFe4VAoopJ7d56G63btEXD+rWxdPnfZjFp38Gj8M7kjWcK5FbUS5cugw2bt6F/v48xcfxYJSa1e/MNldZu65bNqFu7BtZt3Iopk35Eh3fesygmlSlTJl4Pbvp3A7zf+sxs4FpaeIy1TCwq0koYiDmwm7D/vDKUjN5Sxo20NWGgErIqY2XS//PRvoUc8Q7sYPDKbDZ7TLxJRIXjdhkdr5YJxaTH0OtSSNob8V6oC19IKqE/2/Qwe9jpmyLjRtqRtDDOHNhRTFqCbn8viV/k3ODJW/yHD/FRmI/JW8pk4B7drIWvi7Ei+eTFAyy4mPIAppgUU5dCjzKhmNQFiDNmBmza5NjhiwO1TIwCZKoQk0ybIq/fv8KoU7coJlFMQvcIvyeKgExozSR7ae6Mhy9KTOo+QTuwWzqaYpIL09xRTLJWzy8mMskoDBij2WKJ1pUrApWbaymUJJ2p6fBl+K7DMWKSnahZXUxyxAZ+2pFJRucY+a2/jSBcQyQGW3N0MBzY6WJS7rGd8fHdDKp6zjyT4H8MD/D1i9WAF14Hdi7T0n86WM8v5sBuoyaEZsupHaSJwJKjELDkW6Be13jzjKRGFDHpFB5gWO7MgETP3bqEbmduxNjA730ZkxpRrw1hcMIzRrO1+2uaxVqzNsWkq6fQaPowvIrs2Ig7mPVa+3hjRiIe5EBOokVEwLuqx4PlLq4JA5LKSiJYbIhJQ30jcKHB++pwtezvo9EtMlCLzi9dBChbDzi5E8gW9BTEpBjR2rjXntyoZcLEpJeqm6NMeq5ZqQ7srO21jXVDjcJArHSaMuaUAPl9zJgxiElFr91THuQSAfmVCFkiUO9Zha7/LEd5ZMEMXFH1PEVMkggdOeCXq3/+LLjXYqAWlfH7UC2aTaJkoh/Dwz8Xoq+c1GpCmfZN6nBYIrjkgFwEZytikjhUiRAjz5aonFW4pZ2jGFI9W3TCk/pw8z6zeGom0UFxReuEi0kGYWDFeM1Z8+op1FsxB88jK/7DbZRAZhRDJkzHFbxpSo0YS0wSsUV+e3Lo/vdPQL5SWjS+OHuaHKpiiUldxmkpWCXiW+ZiyaCyZ4VtMWnZWAzfdwpZkRajfMJxut0wFWVSanJfc63ZJBWTTI4OvnMG2xaTZN907yZQrj6wcS4GbN5iU0wyCpD2HKqMwkCsfdMfX0EdZEs2BxFAxHntwL/av5kiIFGnk1lMsuSEZ62en10xScZM5ZZKdGm1fJ59MUl39hVHDRFQZMwcXp8wMcnKmd5cc63Zcei57zAkPZlEnEhKQltpe/XUiGIDL237Scw8c2i9+XeYXVWZg6qRq18S6yY1gO4hKlaaXZlbRJhZnAW48J4pE4ekpJWaTvdvo8KkPmo9kvpZ8+s2085nNs3FcxsWICPSKuE7pOeMePOMtWxDTolJ2e4C/nlU9HWbi7fMZ3rPICOeRSYVdSfrXbxLUuy93l8T86d2N/+5tocv8kRnxC7cxRueeVSqZ6cik/77Ex4RDxAtUYn71gCNe2t1Q2d/Zk4pL8KMOMdIxO7xivUTNmZkbi9SWYn1zXZssXgOLHXO5DmzVASVVgfduG9yRkwanD0KV19ur81xf35pjvalmERB6EkJJJqY5Ofvj117DqJl8yYIDb2HHydNg5+fn6qLNGPmHATlyIl8uTVDqVy58li7YQtat2qOpUsWKTGpcMG82H/omKq1VPmFcli2fDXy582Jf9ZutCgm+ftLaG/s69yJMxSTZOF5a4DNIudYMxlo0CNeGLXULqnw/5QyMnGv7TzSplemIzUGmOaOkUkUk2Lni2dk0hLtsMVUM+lpprljZFJtrV4TxSSz97fVQ15GJqkoCql/I043unOM8uQ1Hb48M7k3LKZgNRzYGaNMvtt3WtWSEQePDhY2RfYOX6yJSdnHvYNcUVrNmKLwNkeZJLY9ox/yMs1dNCgmJZKYVLWSOdWz8fAlJYpJRucYq1GzVsSkJ51nrHl/W6qzZU9MEmHgSxGyqrYGdtp3qFIHrXHrbB3djISKSY2nf6lSlok9M92KmCTzq4hJE3ARFZFVRefPEAdMqakQJ9LamOZOd8JLaKrnxI9McnMxSQ7I4wqQSkxKi/Cw+xAxSQ6NbY0Zo5jUQYlJHuibP3OMmLRlPlDvA5ND1W2TE96vmjiSADFJovtkTMzCFax+ubmWsu/gP0CTASqSznJGhx1AyFlNlNi+GMU2LoCXKWJgCPInjZgk9ekkbeGZPTDum4xRJno0W2wxKSYLiDFq1hhlYlFMMqafspSCNU7UrG7PfOUThtPvjlLRHdYESKMwoKftTXCaO0PUrENiktlxM7ajg6XzmUQRk9ZON80zO7TIZQuidZKJSQ6MGXOaOyuZY6yNGX3f5EjaXqODeIyYNBaWbGBra1MsMcl0pue54Bv0OnZRJZZcgRvKjpZIX6mPG2GqO/QasitR4h/cwux6zbXUgZvmYsShCzZTyhvP9MbXfcU8z/TftFml6RaxO8bRIUa0ThQxqXRBoF5n5aTQ5o/JZjFJTw8uKYMl7Zu0W2oVX9KjawxiktfUHqr2nOwD2iAHqiArxHGnlmeQ82KSlWxDcZ1jZL4W55hBDjjHWKyz5UBQwevIbnPf5IyYNCgoDUJE+I6THpxi0pNKKbw/0cSkai++hIWLl5uJpkuXDh4eHnj48CHWrF6FOnXrI7uvVpjz9abNMH3mHOTOmR13797FiVPnUahgHjRr3gI/T/8VDx48UFFJAz/tb1VMstR1rJnEmkm65wsjk2IO7IzGSp2f+uHN6ED8h7v4wU4tE2NRUFmU37OzKbIkQFJMopikilme3WM+fKGYNFlLpeCfGy5Jc0cxiWKSYSNdekL3ZB2Z9MLYrnjvcYDKry5FdCXVnWw4KSZNBtPcfY3Rx2+ow07jRlqPMpFD3iRNc2ehzlbcdJp63VCKSTGODnJgZ4xMopj0oxYpESfS2p6YZMzEYUz1bKwBSTHJchYQhyKTLIhJAdP6oFlUJkQ8CsehByGJJCbFjc5/cjFJUiitMdUntpp+ypwePLYw0GfDOhUxIBlb9Fqz1rKA2K+ZZCVlmQPCAMUkByKTKCZZrpmUDMWk9H/F2DPG85mPcMIsJhlTPZvrbK2cAHuOm9bEJL0GZOwUrIksJhnmmTbzf4onJhlrWn+HCyptqFznCpfVIpOun0P9aUMgQtoW3FGRVEktJjnrHONuYlKRcZ1QKSoT7iASw/euRYNXG+HsuZj0vfbkEf/s2RF67x7Cw8PjfTQwMAh58ubF7l078VhSR8a5sgcEIF3adLhy5bK9x/DvyYRAoolJcdu7aMkK5MqVS9VMKlqsGLbt2KvS323csB5Tps2ApKmrUO45ZM6cGRcuXzfXRDpz/gqyZs2K4CA/JURt+W8XipcoAZ/MUgbU9kUxiWISxaT4XgwUk1gzCRcOaPndK7cArNSlUBtKU75440aaNZO2aykbTB52fTesR1Fkghi4W02HhcHTP0GyqZlEMYliUgoSk6wJAxSTKCYZD18oJkXDlWnunD18oZg0BpA6L5KSRq+ZRDEJm3AHbpPmzoKYlG/qx/j8oR8ioh5hesRZVYfxySOT3EtMMtrAFJMYmWQ5PTgjkySdXWJGJlkTk77AGQQhvYrKKWaIzk+JYpKI1lI6ROps9VV1tvopManhtCFoiUBIfeK0SEMxybQ22bOBpQZk671LHRaT8uXLj+/HTUTNWi/jxSoVsW/fXvPBfNmy5TBz9jyVYUyuiIgIVcJm+bIl6n/nz18Aa/7dgEeRjxAVFYVMXplQs3pVnDlz2t7xPv/u5gSSVEwKDg5WgpFcnwwYhE4fdMWOHdtQpMizaFS/jvr3hYuXoVDhItixfRvqvFwdPXr2RoXnn0ebN1pg2Jdfo9uHPZEmTRps+28rGjWoY1EF1RlTTKKYRDGJYtJRU40By+katsNYY0APozZ6viQ0xYcxyiSWR2ipfBbTNeRFRpSEN6bgEvTQe2MYNWsmWUslNBusmTQGePk9LY/zTMt1tuylEmLNJE8wzd1jJPfIJIpJ4RhcqRxQ421VWF7VlCpRE1hNMcneRpqRSfHHjDNRs8b0U/NbddOKtC998rWJkUlS/4ZikrX6xBSTXBuZRDEpJmUZ09x5gGLSI1irg/40xCSJdu6AnPGi81OqmPQ+cqpaRUbnGIpJ9rMNWXKockZMypgxI8aMnQDJRCaCUbXKz5vFJDmnP3cxBIcOHsD0X6ahWYuWqF27rhKUJCuZp6cnTp+7jIdhYSoTmVwHj5yAj082laWMV/ImkGRikiUsadOmha+fH65fu5Yk1CgmUUyimEQxiWJSTC2TriVzxxSSZWQS9HzxkuKjNvwcLnLOyCTnPOycSadpNHAlZVmnx4HKk9de+iljvnhjjQFn0jVQTKKYJMWHHakByZpJMaI1ayaxZlLcWiYUk+zXmoWqf6NFmTyNmklMc/cIVcd0UtFBx/AAXxvq+fVcsxKlkRnTkLhp7hiZFA1xhHsfwbiIcDDN3QawZtI8GNNpsmaS5TIEHjsWIbp2R+BI7DFjqQ66Mc3dbFw1R0Ba2zellDR3xnSaFJMikdCaSboTnjNikn5wP3nKL2jVuk0sMUn+9yuvNFaRSPolmcb8/PxQumRR1K1XHyO/HYMhgwfiu29HqI907PQBRn33PWrXekkFjPBKvgSeqpiU1JgoJlFMophEMYliEsUka2lhKPsCmYMAACAASURBVCbF1KVgZBIjkxBNMYliUvwi5/aEAYpJFJMoJrUGdi5Bt7+XoAKy4BdQTMKib4EG3QCPNCg8qRf6hHrjERyrG6rXv5E6PO+Y0hgxMsn6PIMCZYDgYsDiUZpAmU6i2WJqmTw/rgs6RwbiHMKwG6FoigD8i1uxHKoSWjOJkUmMTDLW2WJkkmsjkygmMc2dI3XQnzQyyZaYZOl8f9XqtahUuQp8s3ph6fK/UaVqNdSqUU1lIpNLL4Ez7vvR+HRAv6SWCPj9SUgg5YlJbT4BilYF1s3Cp7sOqDyis3AVLRGANPDAHITgTQThkcdjLIi+jjYIVEWbx71UCyjfENi5FMieB8hbCvh7EkYcPI/0SAMJI22NQJWnc9Az/ghr1B24HYLaM4bhdQRgB+6qsMsX4IOFuIZyyIJgZFDPboEAVQD4y+D0uN60HxD1CFg/ExAPhEtH0WT+RNSBH9biFgKQHiWQCbI4bHr3KyCTj5Yv++V3gWgAa38GXu4IhN6Ax95ViK7eDjj2H95cOgdV4IMluI7lb/QCgvIjw7LxGHb8Gjzl2UHpcK3FJ6ZnzwJqvw9cOYnG875HPfhjPW7BB57KU+s3hGBdhyFAZn/t2bXeBWSkrJkG5VHy4DaqTx2k8pPuRSjuIRLVkA3LcF3VEskPL8zAFfV3efY3gR643OJTIDoSWDsDqNMRCDkDnN4NVG4O7P8H761egrLIgvkIwdq3BgE+gfBZOAKDzz2ABzwwFyGQzYZsTBbhOt5AoPJcv45HqI5sWIWbWNjiAyC4KPD3Txh5+CI8oz0wS/V3oOqb+bim+v4KwvFVxXJA1VbAwfVA2rTmMYPi1QG/nMAqafc7alOENVOA2p3gERWB6I2ztfRS5w8C184ZxkxeIG9JNWbwYhsgXUb1Hqj9HuTADmt/0frbxpj55+2B8MxVBGF/fgPUfBvwSIdnZg1C9zsZ8AjR+AvX0BpBOIUwjK72EvD8q8Cu5eiybo15zDSAPzIjnXm8RiMagwv64r7kXg+9gZd/+RxNowOwC/cwtfarQKmawKbfgILltTGzdByGnbiu+k3GblvFPBp/mNidRRhGVa0KVGwC7P0bHf9ZYXPMFJ82AB3DsiAUkRhYpojWruM71BhC6drAlj+BvCWAnIWBlRMx8siVeGOmwqS+eCvSHxfxEAdwHw2RHZtwG5mQ1jxmXkQ2ZIcnJnjfx7H2wwAPDxT95VN0vq9tZvuULgjU7AA5AGm54BfzmMmPjCgML8zEVTT3CFBjZqR/NC6+MQiIjkLZyX3R4ZGfQ2Mm88LvMOTs3XjzTJ+S+cxjptkfk1ALvliDW2p+KAYvxXlL51FqzAT99iX6hUSpeUYfr9cQgS24a3OemZzhNva/O9w0Zgaj+530qt/6lMhtnmdw+YR5zCBbDqjNqBS5rfh6vHmm1LT+eO+hD24jEus9blscM3227UAeZMQ0zxs42HUs0nhmRPji0drzZI5bN1P7rV85CVw4aB4zyOwLPFMB+GcaPt97AlLbZFzWMJxo+0W8eUYOayyNmd5bt5jnme0fjAbSemq/PZnX4swzjeZ85/CYUTzk/SPDgS2/mccM7lwDytQFti1Ej00bzWNm2wffITqtJ4LnDUOfa9Fqnvm0cADCG3YDblxEvVnfoDGy4z/cwYwGLeLNM8YxMzS3F2416WNnnolZm/R5xtqYGVrhOW0uOrJJq7tQ/CVgwxzg2cpqjfNaPAZfnLoVb22q8kMv8zxzGg/Na9P81zqYx8yw/acSbZ4xrk0Vf+qDdo+zQ+aZYwgzr03zGr9lHjMo10itTX5/jsCnF7X14bN8WXGv8Ufx1qZJtRqY5xlLYybP7CHodTMtIk1znKwxMs98U6kivOt1xIPNfyI6vRcg+af/nQ48V8ehtekAHuCGYW0yzjNPOmYcWZvszTPGtan01H54N9wXTzLPxFqbqr4IVGys1ibjPGNpzMwzrSsyzwwpV8yiPSOpQGWe+dnzBna/PwJI46mlFDHNMy/81AdtLYyZxLZn9HnGOGYGPJsDj+p/oOwZe/OMREOKDRnXnjGuTc7MM47YM5/tP4Zc6bNiyv3jFm1ga2vTn03fM9vAluYZow2MQ2vN88xby+ebbeBVb/bVbGmxpUz2DNZMjlkfDDYwLh23OGb0tSng9+H45HIE4tozRhsY4Q/i2zNWbGBrY8bSPGPNBnZmbbI1z+g2MDJ4m+eZQXuOxLNnrK1NRnvGng1sXJtwbItNG9iRtck4z9gbM0Z7xt7aJGPGs35npEmbAbkn9zbbMwmdZ4w2sL0xo+bGGu1tzjPO2MDGfZNxzLReMtPivskZe2Z2ozbxxoyz8wyCC8fbNyXUBjauTYVnDELXe15qr+2IDSz7aEf32j/Xez2ePWNtnjHaM6MNa5Nx32Rpr220gY1rk6V5xjhm8v06GP0f+iI86hHmRZxX+1Zb+ybZD4gNLPuANxAQz56xNs8Y901qb6NsYNlzdlQ2sCP7Jn2vHTPHWds37QXuhFi0gfV9k7W99k6EWrSBLZ3PWLOBrdkz+pj5zi8S51oPjrfXNq5NRhu4/449av9l3Dc5uzbp9sz32SJw+s3P1PmMtTFjPJ/R7Rn9bCjuXrt/sWBE1e0c73zGng2sn5HY2msbbWBL5zPGMWPPBjaOGctrU+wxY5xnPKq/ZXPfZG1tSowxo++1rZ3PWBsz+r7JEXvGeKbnzL7JmTM94/nMn7hmnmes7Zvs7bWNZ3r29k3GecbamZ7RntH3TY7MMy0X/GzzfMY4z1jba6eFByogK/5ECKp5BigbeMzjCzjU4SvN0cGwNlk/B45/ppfQvbazY8Z4DmzpTM+4b7J2PmM+07NjA5/HQ7y9dznebN8O9x/cjyU3nDp1CpGRkfEkCEuRSZZ0ColMOn/+nKqttGvPAVXSpliRgrh48YL6uK+vL85euIq9e/eoz/BKvgRSnJiUfLuCb04CJEACJKATePjwISRHLy8SIAESIIHkTeDO3TvwyeqTvBvBtycBEiABEsC1a9cQEBBAEiRAAiRAAsmcQKUXq0BsdON18eJFREVFxWuZI2JSmzfbYeKPk1Gh3HM4cfwYDhw+ruosFcyfy1zqJlOmTLhy7bYSnEoULZTMCabu109RYlLq7kq2PrkTEJW+YMGC2LlzZ3JvCt8/lRHInTs3vL29cfTo0VTWcjY3pRKoXr06Nm3aZNEzK6W2me1KWQT8/f2RN29e7N69O2U1jK1J8QTy5MkDLy8vHDt2LMW3lQ1MWQSKFi2Ke/fuQQ7jeJFAciVAGzi59hzfWydAGzjxx4I9Mck/e3YcPHwCPT7sgnlzZqsX+Hf9ZpQvXwE1q1fFzh3b1b8FB+fCkeOnsWH9OjRqUCfxX5Tf+NQIUEx6aqj5IBKwTYBiEkdIciVAMSm59hzf2xoBbqQ5NpI7AW6kk3sPpt73p5iUevs+ubecYlJy70G+vxCgDcxxkNwJ0AZO/B60JybtPXAESxYtjFUHacasOWjyejN0aP8m/vh9vnqp8hWex7/rNuGnHyeiT++eif+i/ManRoBi0lNDzQeRAMUkjoGUSYBiUsrs19TcKm6kU3Pvp4y2cyOdMvoxNbaCYlJq7PWU0WaKSSmjH1N7K2gDp/YRkPzbTxs48fvQlpj0x4LFiAgPR+tWzc0PHvTZ51iz+m+sWPUPfpgwDv369lZ/69W7L4Z8MQyvNqqHdWv/TfwX5Tc+NQIUk54aaj6IBCgmcQykTAIUk1Jmv6bmVnEjnZp7P2W0nRvplNGPqbEVFJNSY6+njDZTTEoZ/ZjaW0EbOLWPgOTfftrAid+Hfy5cgtq166Jh/drYuGG9+QEjRn6Hjp27YNnSxerfPDw8kD9/QfX/K1Usi0NHT8LHJxty5fBXf9+5ez9C799H9WqVEv8l+Y1PlQDFpKeKmw8jAesEmOaOoyO5EqCYlFx7ju9tjQA30hwbyZ0AN9LJvQdT7/tTTEq9fZ/cW04xKbn3IN9fCNAG5jhI7gRoAyduD4qQVKNGLaRLlw4hV69i9OhRmDDue7zWpClm/jrX4sO6demEGdN/RvaAAGzeugMZM3rh6pXLSJs2LV5pWA+XLrG2YOL20tP/NopJT585n0gCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACKZaAiEpRkZG4detWim1jamsYxaTU1uNsLwmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAk4QYBikhOw+FESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESSG0EKCalth5ne0mABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEjACQIUk5yAxY+SAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQQGojQDEptfU420sCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACThCgmOQELH409RDIkycvrl0LwcOHD+M1OjAwCHfu3EZ4eHi8v9m6z9bfLJGVz58/f84qdF9fX3h6pkdIyFWbHZMmTRrkzBmMixcvWPycp6cnMmTIgNDQ0NTTwSm4pa4eu/bGmzPoM2fOjPQZMuDmjRsWb/Pz97f6N2eew8+6LwEZT/ny5cfp06fivaStsWbvPmvfaY2EtbFmaz1wdl4vVLgIThw/5r6dwTdLMIGkmJdlvNy8ecPhOdCeTeHofGrrdyf2RKlSz2HXrp0JZsUb3YuAq8euIzZFrly5lV1uz461ZVNkzZoVGTN62bWp3at3+Da2CNhaU23Nh7buK1euPPbv34dHjx7Zhe/I2LX7JaYPJHTv6ej383PuScCeLWttf2/rvoSs07SB3XN8JJe3Sgo7QtqeNm1a5M2bz+IeMS6bp2ED2/rdJZe+4nuSgDMEKCY5Q4ufTfEEnnuuNP5csASBQUF4/Pgx/vlnNZq+9opqd3BwLqzfuBWXr1xGzhw5sXbtv3jvnbfU32zdZ+tvloC+1qQpxk34EceOHkGRZ4ti8MBP8MvPU+N99NjJszh08CCaNG5otV++HT0WzZq1wKnTp1CwQEHUfrm6+bBSFrxBn32Obt17on/f3pg6ZVKK79+U3EB3GLvWxlvt2nXx58Il8fB/NuhTjP5upMVuWb/pP4hgGhEeDg8PD7zwfFnz5l02NRMm/oSGjV6Fn08mREVFpeSuTbVtmzx1Opo1b4F06dLhxvXr6NTxXaxauVzxsDW32brP1t8sgZbf1Y+TpiFnzpwokC/Y/BFb64Gz83rHTh/g86FfwdvbWzkwfD/mW3w59PNU2+8pqeFJMS/L2Nu0ZTtkHpS58e+/V6JZk1etYrNnU7Ro2Qpff/Mt9u3fi9cbN7KJ39bvTv7W/u13kD59ejWO69epSVEpGQ9mdxi7tsabjlaEpP2HjqHvxx9hyuSfrBK3ZlNkzJgR/67bjOIlSqjfkwj69eu+TFEpGY9dW2uqrfnQ1n1ii4yfOEmt07I//PyzQVbtV1s2irP2cEL3nsm4+/jqJgJJYQM7u07TBuZwfBICSWFHGN9nxqw5qF6jFvLlDnK5Dezs/vJJuPJeEnAXAhST3KUn+B5uQeDA4eM4dPAAZs2cgWFffY38+Qugft1a2LxpI+RvjyIiULZ0CfXv+w4eRbcunTBj+s/qb7bus/a3uI2Ww6ETp86r7+z5YVf06Nkbnw/9EiWKFooVWTTy2zHo1LkL/lmz2qqY1Pi11zFr9jzz+6/8+18UKfKs+UC0Ves2qFnzZbR5sx0+6tGNYpJbjMCEv4S9MZjUY9fWeFu1ei1u3bqJpUsWIzIyEtmzB6jfV8H8uXD92rV4jZ40+Wc0b9kKQdl9lIB06epNbNywDi2bv64+2/+TgWj0amOULl0Gvlm9KCYlfNi47Z1ywD3qu7EY+vlg5MmbFz0/+hinTp5Q86+tsWbrPlt/swRCPN6+HvEtWrZqjejoaOTPk8P8MVvrgTPzemjoPRw5fga/TJuCY8eOYvg3o9RhfIBfFo5rtx2djr9YUszL8/9YgD9+n4/5v83F0uV/o0rVaihUII/Fw297NoVs9Fu0egMf9uilnGdsiUm2fndyED923A9o80YLBAYGYtPWHVi39l80fqW+47D4Sbci4Oqxa8+G1WFt+W8XSpQsiV49u1sVk2zZFDN/nYuiRYth2NDP0bbdW6hXvyGmTZ2sbHBeyY+Aj4+P1TXVJ1s2q3ssW2uxUPh3/Wb07N4FZ86ewe69h5TwmDdXoEVAiWkPJ3Tvmfx6jm9sJJAUNrCz6zRtYI7JJyWQFHaE/k41a72MhYuX49atW1bFpKdlAzu7v3xSrryfBNyFAMUkd+kJvofLCYj316QpP+OVhnXVu5QtWw7rNm7F7/N/Q7cuHXHl2m0YIykkMuj0qVPo0L6t1fsGDuhn9W/vvN02Xpvfat8B4yf+ZD5kF0Pu5p0HGDxwgPJWl0sOf+b89ge8vTNjz+5dVsWk3/9ahCpVqiE4yE/d93rTZpg+c06sQ6eixYph2469FJNcPvqe7AXcYezaGm+1Xq6NuXN+NTfys8+Hom279ihcMK/Fhp85d1kdrNetXUP9ffrM2ahTt755LMu/DfliGHr17ksx6cmGjtveLZFsfT/uZY6k3LptN4oVLw6fzBlga6z9OHmq1ftsfactEBu3bEfu3HnMYlKmTJmsrgf16tR0al4XkUrmeT1Cb/jXI9G1ew91KL9k8UK37R++mH0CSTEvi90gh90rVyxTLyCe9CNGjVbCu6XUu47YFPI9127ew8aN622KSbZ+d2JL7Ni+DQ8ePFDvdfbCVaxcvgwd3+9gHxQ/4XYE3GHsOmLDftynPypVqYK6devbFJNs2RQbNm/Di1Uqmvvg+q1QXL9+DUULF3C7fuEL2Scgwri1NdXPz8/qHsvWWrxr5w4EBARg79496gXkAPOZQoVQslhhiy+UWPawLVvD1t7T0v7SPjl+wp0IJIUN/FL1Gglap2kDu9PISD7vklR2hBCQ8gwSkXz58mXl4G0tMulp2cC29p7Jp8f4piTgPAGKSc4z4x2phICkgbt97yE6tH8TDx+GY86832Md8G3euhPBuXLF8lYXNMb7xHvYeNn6m3xuyrQZEO8GOTDVL9nYbtiwznzII14e7du1wR9/LsKePbutikmHjp5U76JviMUjSQ5kjVFIFJNS5mB2xdh1ZLzptHfvO6Si/bp+0DFeB8i737obpjzv9Q3x0C+Hqyi93Dmz4+7du+oeikkpc+xaa5UIipWrVEWRZ/LBmbFmvC/ud9v6m/GzcTfSjV5p7PB64Oi8rj9PRP9fZsxGzkBf88F86urplNvaxJ6XJT3Xnv2H8dcfv+OT/n0sgnPEppAbHRGTHP3d6emgyj5XHFeuXE65HZqKWuaKsWtvvEndu9X/rkep4kUQcuOuVTHJUZtC705xFNu6ZTPeats6FfVwym2qcU0dO/5Hu3sse2uxjLvtu/ahbZtW5rS7cenZG7vGz9uyh52xNeztL1NuD6eOliW2DezMOk0bOHWMsaRuZWLaEXN/+0PVritXvgIqVKhoVUxyhQ0sHB3dXyY1c34/CSQ1AYpJSU2Y359sCcgGRBYh/2ze0NPKVav8PPbt26vatGTZKoiXT9w0W8b74jbe1t/ks9t37kWBgs8gu29m860XLl9HWNgDFcXx/biJkMKZXTq/D/G0tCUm3bh9H8eOHkXlF8qp75LCw5IubPGiBXizdUv1bxSTku3wtPnirhi7jow3eWnxtLwcckt5Auu/JWNjKjxfEf+s3Yhx34/GpwP6qT990LU7vhnxLd7t0A7zf5un/o1iUsocu9ZaJQd8C/78A3379IKjY02+y3hf3O+29TfjZ+NupJ1ZDxyZ143Pkg1I8eIl8Hz50qmrg1NBaxNzXpbvmjTlF+WdeS0kBEUK5bOYFtGeTaFjd0RMcuR3J3O3zOFyyfwt8ziv5E/AFWPX3njbsWsfBg0cgOXLluDu/QirYpKjNoX0kqRIk6i6l2u+iJ07tif/jmML1KGevqY6Oh8KNktrsdihnbt0s1urzt7Y1bvFnj3sjK1hb3/JoZC8CSSmDezsOk0bOHmPHXd5+8SyI+rWa4CvvxmJcmVK4o8Fi22KSY7O+YllA+usHd1fukvf8D1IIKEEKCYllBzvS/EEjp86h7Hfj1aHIZJ6TkJlK1YojSOHD6u2ywJWp049ZMuSURVj1S/jfXEh2fqbfHbvgSOQsGCpl6FfIhpFPIrAGy2aYva831H82WfU8+yJSRJVdeDAfogAJpfuEbLgrz/MHpcUk1LmMHbF2HVkvAltEYYGf/aFirywdFWvUROLl67Ed9+OwJDBA9VH3u7wLsaO/0FFCerRfhSTUubYtdQqqev21dcjUbRwfjx8+FBFjNqb2+R74t5n/G5bf4v7DnE30s6sB/bmdYm00i8pJC9eyrVrvmhRaE09PZ4yW5qY87I4lTxXugyGDhuOai++hD69e+KnHyfGA2fLpjCOPUc20o787gIDg9DolVcx6rvvcf/+fas1RVJmD6fcVrli7Noab4cPH0LFFyqZI/ZtiUmO2hTSe+LtnDlzFnO665Tbo6mjZXHXVEfnQ2trsTjlVan6Iib+MAmBQUEqUtpS9KUjc6Uj9rAztoa9/WXq6PGU2crEtoGdXadpA6fMcfW0W5UYdoRE5B84dBx169RUdXTtiUmOzvmJZQPb23s+beZ8HgkkNQGKSUlNmN+fLAnMmDVHRQC1btVcvf9Hvfrg86FfonnT18xpDVb+/a86zDEeise9z9j4uH/LmjUrJOpIv7b9t1WJRC9UqhwrzZ1EEx06eEB5TAYEBKr8sHJJ/ZCwsDDIploKcYvHnH59MWQwen3cFzdv3jDn9PbPnh2nz16C/G3UyK/VRykmJcvhafOlXTV2i5coaXe8yYtLfYKQkKto1uRV1Q49wk9vVOUXymPLfzsxd/av5nobkuJOUt0ZN+4Uk1Le2LXUIsmFLbXr6rxcHceOHlEfkTnR3txm6T79+y39Le44lPSgly5dVLfE3UjbWg+eLZTPqXm9dq2X1DNE7N938ChGjfgav/w8NXV0bipqZVLMyzo+ifQ8ceI4GtWvnaCxJ98TdyOtR4M6a1Pon5d6djJHi+foiePHUlFPp7ymumrs2rIpBgwcjNOnTiIi4pECXqJkSVy9egV/r1qJvHnzqawBztoUb7R+U43ZEkULWYzyS3k9m7JbZGlNXbV6rdU9ljNrsYhNh4+dwsgRw3H9+vUE7b8csYdHjfgGH/ft90R7z5Tdyym/dUlhA1tap8d8Pz7WvEkbOOWPrafZwsSyI+Ss6533OuLE8ePq9fMXKAAvLy8cPnQIvXp2w8rVa83Nsneups/5iWkD29p7Pk3efBYJPC0CFJOeFmk+J9kQkEOU1m3a4qWqL6h3zpEjJwoVLoxlK1ajf7+PMXH8WPXvUvgvIjwc5cuWUv/b0n2RUZG4fu2a1b8F5ww2cwkJCUGnD7qg98f9kCc4AHfu3FF/uxMajimTf0Jo6D2UL69FGckl9UPE83fbtq14u10bFCz4jPlvZ86cxtIVq1GgQEFVZ0au2rXrQgp61q1dQ+WDl4tiUrIZlg69qCvH7vw/F9odb7K5lxpgUotgyeKFqk3iIZcjRw5z+yTi5Or1O/hv6xazd/APP01BqzfawM8nk/lzFJMcGhLJ+kPigbZj935079oZ//6zRrXluedKY8KPk22ONWv3SVpFa3+7cuVKvHGoR5zGFZNKliyFzf/ttLoeyDvql715vfdHH6qP/rVoKQ7s34dBn35ibqelNJDJukNT6csnxbxsRCl1FHfv2ol2b76hfh/Ojj35fFwxSTzwE2JT6M+WNCS//7lQpQl+9Eg78OeV/Ai4cuzasik+6vUxvL1j0kGLeHTy5AksW7IY34/5zmmbQn438rwqlSrgxvXrStyX1Ghij/BKngQsramvN2tudY/lzFqs1+GSup4rVyxP0FzpiD0cHR2NTVt3JHjvmTx7jm+tE0gKG9hI17hO+/r60Qbm0EsSAolpRzRs1AhNm2mlGuQq9VxpZMmSRdVh/rh3D6T3TO8yG9jW3jNJwPJLScANCFBMcoNO4Cu4D4F69Rti1ux5GP7lUDyKfKTqDLV/+x3UeLEK/v5nHR5FRChPW4kSOn3uMlo2a4LVq1fB1n2ly5S1+p1x0yNI/mzxup82dbLK/y7FV8Wbo2C+YLO4pNM6efqCKj7YpHFDiwB1I7F+3VpqkZX6T+UrVIAUxdYvPZe8tRQ57tMzfBN7BFw9dh0Zb1LwdfLU6bFEIUvtEvGoZavWyBGQTR1ESjHjNav/VqKCfum55AP9s6rUZ7xSHoHdew/i0qVLWLFimWrcc6VKwy+7P376YaI6qLY2t1m7T6LhbP3NGkGpzREYlCNWyi5xJrC2HsT9Hnvzuozlpk2bY8wYLbo0R1AONGz0CsqWLpHyOjWVtSgp5uW27dpj0aIFKlKvUOEi2LptFypWKKNSfjg79vTP37zzABs3rEfjV+pb7SFbc3z5Cs+jQoXnMXnSjyrCWlKVig3V9LVXUlmPp5zmunrsOmJT6LRtpbmTz9iyKcRhbM/+w5g54xecO3cWnuk88eprTTBv7mz8OHF8yunQVNQSa2tq1crP29xjWbuvVo1qqlaSOBOKo58cjvbrNwAF8+eKleZcR+zI2HXUHrZla9j6jVpKv5eKhkCKaGpi28BfDfsiQes0beAUMZxc0oiksCOMc9u8+X+iUuWqyJc7yGL77O2/EssGlu9JyP7SJZ3Ch5JAIhKgmJSIMPlVyZuA1CoSD9906dLFasjJE8fVoV6ePHmxdv1mlV5Jrh07tuODTu+pGkfW7mvUoK7N77RETASkKdOmq/R1/v7+GP3tSItpj0RM2rd/rzlnvKXvGjHyO7zZrr3yeM8ZHIyWzZuYaz5JvafRt3VwAQAAC+pJREFUY8erlCAhV69i8KABmP3rzOTdian07d1l7Noab9I1i5asQDZfX3PUn7XuSps2Lf5ZtwnBwcE4d/YsMnp5qXuioqLULZJmrG//AfD29sbu3bvw0YddsWvXzlTa+ymz2VL8+vWmWppR46ULSNbGmq37OnXuYvM7LZEU8bNFy1bKU/2vP39H1w86IjQ01Op6YK03rM3rrVq3weQpv8S7TRwKen7YNWV2bippVVLMy2KLSFo7mftkQy3CjdgheuSeszaFpGuaPPUXVXcpIiICE8Z/j88GfWq1h6z97vp/MhCSeky+49atm8qB5b132jMqKZmOdXcZu/ZsCh2viEkf9eiGqVMmWSRuy6aQQtkiKBmvyMhIVbtUtzmSaTemyte2t6YmZC3+8Yfx2LptNzw8PHDx4gXcvnUbrVq8jvPnzzk9V+o3OGoPJ2TvSUeU5D/0k8IGfumlGk6v07SBk/9YclULksqOMLZH6hyKmJQ/T0yGk7jttXWullg2sL3fq6v6gM8lgaQmQDEpqQnz+1McAVl45BAnqTeZ+fLlx9mzZ56Yn9R+klpLev2PJ/5CfkGyJfA0xq6t8Sa5hEPvh6rUj45cvr6+6rBUT/noyD38TOoh4A5zm7O/qcSa11NPL6f8ljo7huRgXJxAJIrCGTskscaetd+d1GVMmyatqonHK3UQeBpjNzHnedoUqWNcOtJKZ+dDcSiR8W5LQIr73MS0h539rTnCgJ9J3gQSMjcm9jrt7Lh09neXvHuIb+8IAWfHkCPfaekziTX2EvK7S+g78z4ScHcCFJPcvYf4fiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiTgQgIUk1wIn48mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgAXcnQDHJ3XuI70cCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACLiRAMcmF8PloEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEnB3AhST3L2H+H4kQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4EICFJNcCJ+PJgESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAF3J0Axyd17iO9HAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAi4kQDHJhfD5aBIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARJwdwIUk9y9h/h+JEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJOBCAhSTXAifjyYBEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABdydAMcnde4jvRwIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIuJEAxyYXw+WgSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEScHcCFJPcvYf4fiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiTgQgIUk1wIn48mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgAXcnQDHJ3XuI70cCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACLiRAMcmF8PloEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEnB3AhST3L2H+H4kQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4EICFJNcCJ+PJgESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAF3J0Axyd17iO9HAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAi4kQDHJhfD5aBIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARJwdwIUk9y9h/h+JEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJOBCAhSTXAifjyYBEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABdydAMcnde4jvRwIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIuJEAxyYXw+WgSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEScHcCFJPcvYf4fiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiTgQgIUk1wIn48mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgAXcnQDHJ3XuI70cCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACLiRAMcmF8PloEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEnB3AhST3L2H+H4kQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4EICFJNcCJ+PJgESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAF3J0Axyd17iO9HAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAi4kQDHJhfD5aBIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARJwdwIUk9y9h/h+JEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJOBCAhSTXAifjyYBEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABdydAMcnde4jvRwIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIuJEAxyYXw+WgSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEScHcCFJPcvYf4fiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiTgQgIUk1wIn48mARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgAXcnQDHJ3XuI70cCJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACLiRAMcmF8PloEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEnB3AhST3L2H+H4kQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4EICFJNcCJ+PJgESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAF3J0Axyd17iO9HAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAi4kQDHJhfD5aBIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARIgARJwdwIUk9y9h/h+JEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJEACJOBCAhSTXAifjyYBEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABEiABdydAMcnde4jvRwIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIuJEAxyYXw+WgSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAEScHcCFJPcvYf4fiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiTgQgIUk1wIn48mARI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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "obb.equity.price.historical(\n", " \"AAPL\", start_date=\"2022-01-01\", provider=\"polygon\"\n", ").charting.to_chart()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Input Schema" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'fields': {'symbol': FieldInfo(annotation=str, required=True, description='Symbol to get data for.'),\n", " 'interval': FieldInfo(annotation=Union[str, NoneType], required=False, default='1d', description='Time interval of the data to return.'),\n", " 'start_date': FieldInfo(annotation=Union[date, NoneType], required=False, description='Start date of the data, in YYYY-MM-DD format.'),\n", " 'end_date': FieldInfo(annotation=Union[date, NoneType], required=False, description='End date of the data, in YYYY-MM-DD format.')},\n", " 'docstring': 'Equity Historical Price Query.'}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "obb.coverage.command_model[\".equity.price.historical\"][\"openbb\"][\"QueryParams\"]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'fields': {'sort': FieldInfo(annotation=Literal['asc', 'desc'], required=False, default='desc', description='Sort order of the data.'),\n", " 'limit': FieldInfo(annotation=int, required=False, default=49999, description='The number of data entries to return.', metadata=[Gt(gt=0)]),\n", " 'adjusted': FieldInfo(annotation=bool, required=False, default=True, description='Output time series is adjusted by historical split and dividend events.')},\n", " 'docstring': 'Polygon Equity Historical Price Query.\\n\\n Source: https://polygon.io/docs/stocks/getting-started\\n ',\n", " 'alias_dict': {}}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "obb.coverage.command_model[\".equity.price.historical\"][\"polygon\"][\"QueryParams\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Documentation" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method historical in module openbb.package.equity_price:\n", "\n", "historical(symbol: Annotated[Union[str, List[str]], OpenBBCustomParameter(description='Symbol to get data for.')], interval: Annotated[Optional[str], OpenBBCustomParameter(description='Time interval of the data to return.')] = '1d', start_date: Annotated[Union[datetime.date, NoneType, str], OpenBBCustomParameter(description='Start date of the data, in YYYY-MM-DD format.')] = None, end_date: Annotated[Union[datetime.date, NoneType, str], OpenBBCustomParameter(description='End date of the data, in YYYY-MM-DD format.')] = None, chart: bool = False, provider: Optional[Literal['fmp', 'intrinio', 'polygon', 'tiingo', 'yfinance']] = None, **kwargs) -> openbb_core.app.model.obbject.OBBject method of openbb.package.equity_price.ROUTER_equity_price instance\n", " Equity Historical price. Load stock data for a specific ticker.\n", " \n", " Parameters\n", " ----------\n", " symbol : str\n", " Symbol to get data for.\n", " interval : Optional[str]\n", " Time interval of the data to return.\n", " start_date : Optional[datetime.date]\n", " Start date of the data, in YYYY-MM-DD format.\n", " end_date : Optional[datetime.date]\n", " End date of the data, in YYYY-MM-DD format.\n", " chart : bool\n", " Whether to create a chart or not, by default False.\n", " provider : Optional[Literal['fmp', 'intrinio', 'polygon', 'tiingo', 'yfinanc...\n", " The provider to use for the query, by default None.\n", " If None, the provider specified in defaults is selected or 'fmp' if there is\n", " no default.\n", " limit : Optional[Union[Annotated[int, Ge(ge=0)], int]]\n", " Number of days to look back (Only for interval 1d). (provider: fmp);\n", " The number of data entries to return. (provider: polygon)\n", " start_time : Optional[datetime.time]\n", " Return intervals starting at the specified time on the `start_date` formatted as 'HH:MM:SS'. (provider: intrinio)\n", " end_time : Optional[datetime.time]\n", " Return intervals stopping at the specified time on the `end_date` formatted as 'HH:MM:SS'. (provider: intrinio)\n", " timezone : str\n", " Timezone of the data, in the IANA format (Continent/City). (provider: intrinio)\n", " source : Literal['realtime', 'delayed', 'nasdaq_basic']\n", " The source of the data. (provider: intrinio)\n", " sort : Literal['asc', 'desc']\n", " Sort order of the data. (provider: polygon)\n", " adjusted : bool\n", " Output time series is adjusted by historical split and dividend events. (provider: polygon);\n", " Adjust all OHLC data automatically. (provider: yfinance)\n", " prepost : bool\n", " Include Pre and Post market data. (provider: yfinance)\n", " include : bool\n", " Include Dividends and Stock Splits in results. (provider: yfinance)\n", " ignore_tz : bool\n", " When combining from different timezones, ignore that part of datetime. (provider: yfinance)\n", " \n", " Returns\n", " -------\n", " OBBject\n", " results : List[EquityHistorical]\n", " Serializable results.\n", " provider : Optional[Literal['fmp', 'intrinio', 'polygon', 'tiingo', 'yfinance']]\n", " Provider name.\n", " warnings : Optional[List[Warning_]]\n", " List of warnings.\n", " chart : Optional[Chart]\n", " Chart object.\n", " extra: Dict[str, Any]\n", " Extra info.\n", " \n", " EquityHistorical\n", " ----------------\n", " date : datetime\n", " The date of the data.\n", " open : float\n", " The open price.\n", " high : float\n", " The high price.\n", " low : float\n", " The low price.\n", " close : float\n", " The close price.\n", " volume : Union[float, int]\n", " The trading volume.\n", " vwap : Optional[Annotated[float, Gt(gt=0)]]\n", " Volume Weighted Average Price over the period.\n", " label : Optional[str]\n", " Human readable format of the date. (provider: fmp)\n", " adj_close : Optional[float]\n", " The adjusted close price. (provider: fmp);\n", " Adjusted closing price during the period. (provider: intrinio);\n", " Adjusted closing price during the period. (provider: tiingo)\n", " unadjusted_volume : Optional[float]\n", " Unadjusted volume of the symbol. (provider: fmp)\n", " change : Optional[float]\n", " Change in the price of the symbol from the previous day. (provider: fmp, intrinio)\n", " change_percent : Optional[float]\n", " Change % in the price of the symbol. (provider: fmp)\n", " change_over_time : Optional[float]\n", " Change % in the price of the symbol over a period of time. (provider: fmp)\n", " close_time : Optional[datetime]\n", " The timestamp that represents the end of the interval span. (provider: intrinio)\n", " interval : Optional[str]\n", " The data time frequency. (provider: intrinio)\n", " average : Optional[float]\n", " Average trade price of an individual equity during the interval. (provider: intrinio)\n", " intra_period : Optional[bool]\n", " If true, the equity price represents an unfinished period (be it day, week, quarter, month, or year), meaning that the close price is the latest price available, not the official close price for the period (provider: intrinio)\n", " adj_open : Optional[float]\n", " Adjusted open price during the period. (provider: intrinio, tiingo)\n", " adj_high : Optional[float]\n", " Adjusted high price during the period. (provider: intrinio, tiingo)\n", " adj_low : Optional[float]\n", " Adjusted low price during the period. (provider: intrinio, tiingo)\n", " adj_volume : Optional[float]\n", " Adjusted volume during the period. (provider: intrinio, tiingo)\n", " factor : Optional[float]\n", " factor by which to multiply equity prices before this date, in order to calculate historically-adjusted equity prices. (provider: intrinio)\n", " split_ratio : Optional[float]\n", " Ratio of the equity split, if a equity split occurred. (provider: intrinio, tiingo)\n", " dividend : Optional[float]\n", " Dividend amount, if a dividend was paid. (provider: intrinio, tiingo)\n", " percent_change : Optional[float]\n", " Percent change in the price of the symbol from the previous day. (provider: intrinio)\n", " fifty_two_week_high : Optional[float]\n", " 52 week high price for the symbol. (provider: intrinio)\n", " fifty_two_week_low : Optional[float]\n", " 52 week low price for the symbol. (provider: intrinio)\n", " transactions : Optional[Annotated[int, Gt(gt=0)]]\n", " Number of transactions for the symbol in the time period. (provider: polygon)\n", " \n", " Example\n", " -------\n", " >>> from openbb import obb\n", " >>> obb.equity.price.historical(symbol=\"AAPL\", interval=\"1d\")\n", "\n" ] } ], "source": [ "help(obb.equity.price.historical)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OpenBB tool" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "from langchain_core.tools import StructuredTool\n", "\n", "llm_historical_price = StructuredTool.from_function(\n", " func=obb.equity.price.historical,\n", " description=obb.equity.price.historical.__doc__.split(\"\\n\")[\n", " 0\n", " ], # Use first line of docstring\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multiple OpenBB Tools" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "llm_tools = [\n", " StructuredTool.from_function(\n", " name=name,\n", " func=schema[\"callable\"],\n", " description=schema[\"callable\"].__doc__.split(\"\\n\")[0],\n", " )\n", " for name, schema in obb.coverage.command_schemas().items()\n", "]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OpenBB Tools fed to agent" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n", "\u001b[32;1m\u001b[1;3m\n", "Invoking: `quote` with `{'symbol': 'AAPL'}`\n", "\n", "\n", "\u001b[0m\u001b[36;1m\u001b[1;3mid='065c3d7f-db6f-7f8e-8000-07203cdade8d' results=[FMPEquityQuoteData(symbol=AAPL, asset_type=None, name=Apple Inc., exchange=NASDAQ, bid=None, bid_size=None, bid_exchange=None, ask=None, ask_size=None, ask_exchange=None, quote_conditions=None, quote_indicators=None, sales_conditions=None, sequence_number=None, market_center=None, participant_timestamp=None, trf_timestamp=None, sip_timestamp=None, last_price=189.0155, last_tick=None, last_size=None, last_timestamp=2024-02-07 19:20:26+00:00, open=190.64, high=191.03, low=188.61, close=None, volume=31533293, exchange_volume=None, prev_close=189.3, change=-0.2845, change_percent=-0.001503, year_high=199.62, year_low=143.9, price_avg50=190.551, price_avg200=182.7054, avg_volume=53796024, market_cap=2922538759450.0, shares_outstanding=15461900000, eps=6.43, pe=29.4, earnings_announcement=2024-05-02 10:59:00+00:00)] provider='fmp' warnings=None chart=None extra={'metadata': Metadata\n", "\n", "arguments: {'provider_choices': {'provider': None}, 'standard_params': {'symbol': 'AAPL'}, 'extra_params': {}}\n", "duration: 1112108417\n", "route: /equity/price/quote\n", "timestamp: 2024-02-07 21:20:28.607138}\u001b[0m\u001b[32;1m\u001b[1;3mThe latest stock price of Apple Inc. (AAPL) is $189.0155.\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n" ] }, { "data": { "text/plain": [ "{'input': 'What is the latest stock price of AAPL?',\n", " 'output': 'The latest stock price of Apple Inc. (AAPL) is $189.0155.'}" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from langchain.agents import AgentExecutor, create_openai_functions_agent\n", "from langchain_openai import ChatOpenAI\n", "from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder\n", "\n", "\n", "prompt = ChatPromptTemplate.from_messages(\n", " [\n", " (\"system\", \"You are a very powerful assistant, but don't know current events\"),\n", " (\"user\", \"{input}\"),\n", " MessagesPlaceholder(variable_name=\"agent_scratchpad\"),\n", " ]\n", ")\n", "\n", "llm_tools = [\n", " StructuredTool.from_function(\n", " func=obb.equity.price.quote,\n", " description=obb.equity.price.quote.__doc__.split(\"\\n\")[0],\n", " )\n", "]\n", "\n", "llm = ChatOpenAI(model=\"gpt-4\", temperature=0.1)\n", "\n", "agent = create_openai_functions_agent(llm=llm, tools=llm_tools, prompt=prompt)\n", "agent_executor = AgentExecutor(agent=agent, tools=llm_tools, verbose=True)\n", "\n", "agent_executor.invoke({\"input\": \"What is the latest stock price of AAPL?\"})" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 4 }