neuropsychology/NeuroKit

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docs/examples/bio_custom/bio_custom.ipynb

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Maintainability
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{
    "cells": [
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "# Customize your Processing Pipeline"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "This example can be referenced by [citing the package](https://neuropsychology.github.io/NeuroKit/cite_us.html).\n",
                "\n",
                "While *NeuroKit* is designed to be beginner-friendly, experts who desire to have more control over their own processing pipeline are also offered the possibility to tune functions to their specific usage. This example shows how to use NeuroKit to customize your own processing pipeline for advanced users taking ECG processing as an example."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "metadata": {},
            "outputs": [],
            "source": [
                "# Load NeuroKit and other useful packages\n",
                "import neurokit2 as nk\n",
                "import numpy as np\n",
                "import matplotlib.pyplot as plt\n",
                "import pandas as pd"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 2,
            "metadata": {},
            "outputs": [],
            "source": [
                "# This \"decorative\" cell should be hidden from the docs once this is implemented:\n",
                "# https://github.com/microsoft/vscode-jupyter/issues/1182 \n",
                "plt.rcParams['figure.figsize'] = [15, 5]  # Bigger images\n",
                "plt.rcParams['font.size']= 14"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "## The Default NeuroKit processing pipeline"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "*NeuroKit* provides a very useful set of functions, `*_process()` (e.g. `ecg_process()`, `eda_process()`, `emg_process()`, ...), which are all-in-one functions that cleans, preprocesses and processes the signals. It includes good and sensible defaults that should be suited for most of users and typical use-cases. That being said, in some cases, you might want to have more control over the processing pipeline.\n",
                "\n",
                "This is how `ecg_process()` is typically used:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 3,
            "metadata": {},
            "outputs": [
                {
                    "data": {
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ww8CvSCmrUsp54G3AjbHv9HYp5Skp5TLqOHZFSllCGcUSeA+wIIT4VPAZ7fwwcJeU8p+llC7qWJ1te01XmYPP+qyU8phUfAn4T9R5NhgMBoMGGMPPYDAYDOvl+VLKMVT07lJU9AcAIcTLYqmPq8CVsee/BNwQRL2SwEeAJwghDqOiYrd2+zAhxOOEEF8QQiwIIYrAL8Q/MyBuoNSAsOHMXpSBGnKiz/daQhkyg3IIeG34XYPveyD4zLWORYvMUspa8ONo8L5pYDb2t+8Gdm/gOyGlvEdK+VNSyv2BDHuBt3d5acv7Sikl0N6Js5fMBBHFbwQNZFZRhmT7eTIYDAbDNmEMP4PBYDBsiCCq817grQBCiEOoqNKrgWkp5QRwJyCC1z+AMsp+CfhyEI06i4qc/Y+U0u/xUR8EPgUckFLuAP46fM8BmEUZYyEH+7z2v4H9QojrB3zvU6ho4kTsv4KU8kNrHYsB3tcGdsbed1xKecUGvlMLUsp7Uefsyi5PzwL7w1+CFM79XV7XQZDe+nHUWtgTfN9/ZfDzZDAYDIYhYww/g8FgMJwLbweeJoS4BhhBpRQugGr2QaeB8SWUMRSmdX6x7fdujAHLUkpLCPE9wIvXId9HgN8UQkwGNYm/1OuFUsqjwF8CHxJq7lxGCJETQtwohPiNLn/yHuAXgoikEEKMCNWIZozBjkUvOWZRaZL/VwgxLoRICCEuFkKE6a0fAV4jhNgf1Ox1k43gcy8VQrw2+O4IIQ4ALwK+0eXlnwWuEkI8X6iZgL8IXDCIzEAGyKK+rxs0fTFjIgwGg0EjjOFnMBgMhg0jpVwA3g/cJKW8G/i/wNeBOeAq4Kttf/IllCH35R6/d+NVwBuDusKbUIbPoPw+KhXyIZQx9f/WeP1rgHcC7wJWUQ1afgT4dPsLpZQ3oxqtvBNYQTW5+anguUGORT9ehjKm7g7e+2M001Dfg+qmehvwHeCf+7xPGdWQ5ZtCiCrK4LsTeG2X77MIvADVtGUJuBy4mQFGP0gpy6hj95FA3hejorQGg8Fg0AShUvgNBoPBYDAYmgghEqgav5dIKb+w3fIYDAaD4dwwET+DwWAwGAwACCGeIYSYCGr2fgtVo9ctLdRgMBgMDzOM4WcwGAwGgyHk8aj01kXgOagOrvXtFclgMBgMm4FJ9TQYDAaDwWAwGAyG8xwT8TMYDAaDwWAwGAyG8xxj+BkMBoPBYDAYDAbDeU5quwXYTHbu3CkPHz683WIYDAaDwWAwGAwGw7Zwyy23LEopd7U/fl4ZfocPH+bmm2/ebjEMBoPBYDAYDAaDYVsQQpzo9rhJ9TQYDAaDwWAwGAyG8xxj+BkMBoPBYDAYDAbDeY4x/AwGg8FgMBgMBoPhPOe8qvEzGAwGg8FgMBgMD08cx2FmZgbLsrZblIcFuVyO/fv3k06nB3q9MfwMBoPBYDAYDAbDtjMzM8PY2BiHDx9GCLHd4miNlJKlpSVmZmY4cuTIQH9jUj0NBoPBYDAYDAbDtmNZFtPT08boGwAhBNPT0+uKjhrDz6AFvu8zM7eA5/vbLYrBYAhYKZXxzTVpMBgM5z3LxTJzSyvbLQaAMfrWwXqPlTH8DFowt7zKLXcf5aGZ2e0WxWDYUqSUrJYrSCm3W5QWyrU6X77lDu596NR2i2IwbBmu5/HJL3yNk7Pz2y2KwbClfO3Wu/jG7fdstxhaMDMzw/Oe9zwuueQSLrroIl796ldj2/aG3uvJT35yNGP8h3/4h1ldXWV1dZW//Mu/3EyRB8YYfgYtsOwGAJW6fsW8ZxaW+Mbt92inmBvOD2bmFvnSzbdzVhNPa4jrugDMr6xuryCG8xbX9XCCdaYL9eBedN9x4/Aw/O9C14yr+dr8pv63FlJKfvRHf5TnP//5HD16lKNHj1Kv13n9619/zt/lX//1X5mYmDCGn8GQSKhQtY5pZTffdT9zSyvaboqGhzelShWAcrW2zZK0khDq9qDjNWk4P/iPr9/Mv37lW9stRgtmvRsM+uB5HqVKbUv1r89//vPkcjle/vKXA5BMJnnb297G+9//ft75znfy6le/Onrts5/9bL74xS8C8MpXvpLrr7+eK664gt/7vd/r+t6HDx9mcXGR3/iN3+DYsWM8+tGP5nWvex0ve9nL+MQnPhG97iUveQmf/OQnh/L9TFdPgxaEOco6BtXCSJ/reqSSyW2WxnC+kUiEBpZei1+i5NHxmjScH7iut90idBDu975Z+IYh0XAcbr7rfq5+5EWMFvLbLY7W2I4LUu0VyczWxKruuusurrvuupbHxsfHOXz4cJQJ040//MM/ZGpqCs/zeOpTn8rtt9/O1Vdf3fW1b37zm7nzzju59dZbAfjSl77E2972Np7//OdTLBb52te+xvve975N+05xTMTvfyEPnDxNVbOUSkFYnKrvzdZ4gg3DIKzL1i2VWDd5DIatIFz2UjNHzHKxxN3HTmy3GIZNYG5plYWVIkdPnt5uUbTn4dTi5SMf+QiPecxjuPbaa7nrrru4++67B/7bJz3pSRw9epSFhQU+9KEP8WM/9mOkUsOJzRnD738ZdsPhrmMntCvgbSq/2ytHP4wH+OGPjsaMrt3LwmOl4zEzThjDsNA14veV79zJ0ZOnzdo/DwjPoY57K+glVyjJVt4mL7/8cm655ZaWx0qlEmfPnmV6errlGgzHKDz00EO89a1v5b//+7+5/fbbedaznrXuAfQve9nL+Md//Ef+4R/+gZ/+6Z8+9y/SA2P4DZG63eDbd97H4mpxu0WJcD2VWmM3nG2WpBf6bDjt6HjDXVwpahe91ZVyrc6nvvh1Flf0uR6hGe3W6WYL+jphGo7LZ778TR44eWa7RTGchzSvQz0vAN2a4Rg2gJ6+vgit7kWRLFt30J761KdSq9V4//vfD6g6w9e+9rW8+tWv5siRI9x66634vs+pU6f41rdUjXKpVGJkZIQdO3YwNzfHv/3bv/X9jLGxMcrlcstjP/VTP8Xb3/52QBmfw8IYfkNFcmZhiUq1vt2CRIQ3jWRCr1MfpddotN+0o5sHGOCrt97Ff33jO9stxsOCucVlAM4uLW+zJG2E0W7NFE1f04if7ThIKTl+5ux2i/Kw4cTsHLMLS9stxsMC3dZ7OzrehwzrQ2hu+elWb77VCCH4l3/5Fz72sY9xySWXMD09TSKR4Ld/+7d5whOewJEjR7j88st59atfzbWPeQwA11xzDddeey2XXnopL37xi3nCE57Q9zOmp6d5whOewJVXXsnrXvc6APbs2cNll10WNZUZFqa5yxBJB/m5DY08dGExfdhFUxeiRhKaKb9x/rdvhg9/9GwgpGtjoyjVc5vlaEf3NCkdufXeYwA87ynft82S6I/e8T5zHzof0FnPAc2cCwJ25neSz2XJZtJb9rEHDhzgU5/6FABf+9rXeNGLXsR3vvMdHvOYx/CBD3wAX0pK5SrJZIKxkQIA733ve7u+V9j1E+D48ePRzx/84AdbXler1Th69CgvetGLNvW7tKNX2Oc8I6lhtz6tLugYkRKnp3iAUTTXw+n5Re3GE0ipDIaEpjV1ull+UtMwvOep86hrbaRh/ei0t+okSzd0vYfrSKVWZ0Gz1H4g0nN0PZW+1K+sZTuN5e/7vu/jxIkTPCaI7imBlDzh/ehc+a//+i8uu+wyfumXfokdO3Zsynv2wkT8hkjTk6/R1a2pF78ZXdBNsia61fjpJk+cm++6H9A0wqCZvaBrZE1XubygTlk3w8/zPD7z5W9yzaMu4vDeC7ZbnIcVvu+T1GRUjlb36y5Izfb9umVz3/FTXHXJEW3OYcgXv30bnu9rdx/S3XjXq6NtVAtxXvODP/iDnDixNV17TcRvyCQSCa0UdF9TL76mYrWg22a9WZ6mzUZbxUnblMrwX70E01WucJCvbpHbhqNS+u998NQ2S9KKbuevGzrtrbpnn+h0rADufvAEJ2bntYysbeXQ7/Wg2zlsR3f5dODhfISM4TdkEkJodRFF9Qv6iAQ0b7Z6qXKt6JSyC/re1FxNDdJobWm2+HVVzJvXpF5Xpa9pJDKUS7c0Kd32rW7oJKOu12OITscKmtupE/QP0BGdnO8Qj6jpdS5DdLwGdM4Ge7ixLYafEOLvhRDzQog7ezwvhBDvEEI8IIS4XQjxmG6veziQSGhm+GmaUqnjRtOOOWaDEabi6YpuR03X86jbeg/RtfYwmv+mmWKum9IbEl/3Ol0DGonSFd0cC+GOqlvqdRzdsmOkduew7XrcRjl6optQusmzDrYr4vde4Jl9nv8h4JLgv1cAf7UFMg0FIYReOfmatmiP5NH33qHvMdMMXSORug4k110u3a5JXTPxwuOl2/rXyfEYR1vDT7uV1YpujoVom9Bsn4ij3zW53RJ0ouv1qN9OH6KrXGuzLYaflPLLQL9hWs8D3i8V3wAmhBAXbo10m0sikdDqxqvjhgNx5UTfu4dem6G+246uEQZfV4MBzQ0/zdDWUN5uAXqgqyHjt0QY9JFR16yYEN3WfZTirKtygX7HLIz46SRWyzHSSrDt+dhkMsmjH/1orrzySp7znOewurq6PYIMAV1r/PYB8Qr5meCxDoQQrxBC3CyEuHlhYWFLhFsPCSG02hB12wBDNBWrBd1k1Pdc6imXrh2EmobMNgvShk4Oqzi6ri995dpuCbqjrZ6pkzBd0E2+KMVZw/TFEN2OWXNv1UcuXa/H7SKfz3Prrbdy5513MjU1xbve9a6W5x/Oh0hXw29gpJR/I6W8Xkp5/a5du7ZbnA5Ucxd9NkTjxdw4usmor2K+3RJ0J2oKopmAzdRFveTSTZwQEyFdHw8HuXSSUdd9NUQ38cIUT71GALSi2znV0dkXv//odC/SwUR+/OMfz+nTpwH41re+xeMf/3iuv/56nv60p3L0qBpd9axnPYvbb78dgGuvvZY3vvGNANx000285z3v2R7Be6DrHL/TwIHY7/uDxx52CCH0urh1EiaG1NAD1o5OmyGg110jhnbHKSCUS18lQC+5wuOkW/K1ZocpQrfzF/JwkEsrGTW/FWl1rIBwh/C0k6uJbscsNJJ1kkvX6/G+46coVWokEoJEYnNiVTtGR7jqkiMDvdbzPP77v/+bn/mZnwHg0ksv5Stf+Qog+Mxn/5U/+P3f51Of+iQ33HADX/nKVzh06BCpVIqvfvWrAHzlK1/hr//6rzdF7s1CV8PvU8CrhRAfBh4HFKWUs9ss04YQQmilqWgkSguR8qux11C3Y6ebPCE6pTbH0dHLCvrLpRv6yrXdEnSnXaHTpfuirl0EdV1fIbo61rS9ANDvnDZH0ugjV+s+sY2CaEK9XufRj340p0+f5rLLLuNpT3saAMVikZ/8yZ/k6NGjSNfH8dT81htuuIF3vOMdHDlyhGc961l87nOfo1ar8dBDD/GoRz1qO79KB9ti+AkhPgQ8GdgphJgBfg9IA0gp/xr4V+CHgQeAGvDy7ZBzUxB6bTo6yRKnWVCvL7odO90iV030lKt5uPSSr1l6qJtcgTyaGAohuh2nEG3liv8s9TmdukYY9N1XFTodqzi6ygX6nVMdnX2tNX7nJpiUkobfwPEcHN/Flz4SH4EgIRKkEinSiQzZZGZNR9SjDh/AcVwy6RSFfO6c5FoPYY1frVbjGc94Bu9617t4zWtew+/+7u/ylKc8hY/800c4/t/f5Gk/+yIAHvvYx3LzzTdz0UUX8bSnPY3FxUXe8573cN11122ZzIOyLYaflPJFazwvgV/cInGGikBopWbqujnrWrcTRzfZdJMnRLebbIiuKZW6dhGM7L7tFaMD3c5fyMNBLrXG9DijLTVFGh07zTM9tTIW4ui674Ne6wv0rDfv3CfWjyc96o6F5dV79rbwpIfjO9SpA4JcKstIaoRkItlLsA3JslkUCgXe8Y538PznP59XvepVFItF9u3bB77k/Z/6GOFOkclkOHDgAB/96Ee56aabWFhY4Nd+7df4tV/7tW2VvxsP++YuuqNq/PS5uEdKn+BpiRt5pv8k+OYjYe7D2y0SoG/UI45+smmqOOkjSgs6elkh7vTYZkHa0GlNxdFULG0VX10ja5sZYdhUdJKlC1odqxiaigXod8x0vBedS6qnlJKqU2WpvkzNra6joaHEci2WrCXKjXLXv9PBEXPttddy9dVX86EPfYjXv/71/OZv/iaPfdz34AZpniE33HADu3fvJp/Pc8MNNzAzM8MNN9ywTVL3Rtcav/MGoVOq59yH2bX0WyREXf1un4Sjr1I/77lxW+V61NxvcmXiLHZlD8y9eXvl6YEupzHEb1PodKzd0QntI366yaVpzENXubTbIAJ0rd3RVS5dmxqFmPW/fnSrO9cxy6M1JXxwuVzfpWiX8KS79ov7UHfr2J7NeGb8nN5ns6hUKi2/f/rTn45+vv/++3HKNXhonje+uhnR+4M/+AP+4A/+AIC9e/dqd08PMRG/IaNVV8/jN5GQ9dbH/Bocv2l75AEVcTz6KjL+LEJIcvKsMkY1iUTG0WmTBsgsf5ynJW7kuYmnIr79KG2Oma6bXRRV1uw8amv4aSZPiK5y6Rvx6/XL9tLuuNIFnWTphn7i6WfEADD34ej+OHnvddrcHyFmiGp0MjcywN1yLZatlXM2+kJ86bNqrzYjf84yBe8oO8R95N37wVnelM/ZFDQ6d+vFGH5DRtX4abJA7FPre3wrOH6TMj7jbLcx2gOtFIK5DzN2+rUUxDxCSIR9ShuDWavjFEPflMrWfwf7G4kv/ei/YRxzbc9jGJHRJMIdoufR2pzanaGgqVy6rvsQ3eTbyP41dAKHcnh/TDoz2twfQc9UzxZHzACvrzpVSo3SgK9eH1JKvMYi0jpBAgcBJHDAOqGN8afTuVsvJtVzyAiBPiMKsgdUeme3x7cLHY3RHmh1oR+/CdErervNabJaHacYWkbW5j7M1au/yfWJs9hllebs734hru/iSQ/P9/CkFzPyJJLe9ROCBAkR/idIimT0e1IkSSTUv4MwVvkUT0v8CXlnAb55AA6/cdvXFui7vnKrH+dpiT8gj17HK738MZ6W+D0l1y374cgfaCFXa8RvGwVpQydZuqHb/vXo4m+STZzFmb0QRv5Ii7XV16GsgXxaNrNbRwS+3ChTd+t9X3OuJBqziI57nQ/2aUhPDfWzB0Knc7dOjOE3ZLRK9Tz8Rvx7f56EsJuPJQpKQdkudDRGY2wk/WFL0Nhg1lUBnqh/hksTbyNf1ESuwCud9WsgICfPIo++knKjiD39Ixt6S4mPJ328vktVkBQJkokkSZEkKVIkEwlSItXsrDb3YS5c/R0SwlK/61IPDIxVPqkM0oYm5xFg7sPsmH29lvXTozP/BxHK1Tilh1zo3HRG09TFAG2OVbB/5aTavzLeGW3Wls73R9Cz7GDQZkuVRmXoRp8SorG+x7cafU7dujGpnkNGq66ee25krvwreIsj6iLPHoRL/nJ7N+nDb1TGZ5ztNkZjyLkPRXUCF515kjapIj0N4+02mOc+zI6zr49SbCIFeLuP29yHOVT5fSUX2yuXJz3qbh3/od/p8EoLv87o6T8ZsgQST3o0vAZ1t07FKVO0iyxZS8zXFli2lvEf+h0S0mr9Mx1SsAODVIfz2EKP+ml5/HexXIu6W6fm1Kk5tbb/6tTdOpZrY3s2jufg+d7m3TP6ZQZsM+mlj0V76/R912//OQxQke4beTY/oE/n61i92sGTT9RDJp3LNHS9PwZM2Z/laYkbuaH6OG3WWHLpo9Ea23X0e7rKVHWq1Nxal78eAiLT9WEpMri+u+3/yYE7l+qHifgNGSH08upUijeQ/K3T2DtHOXDL27dbnMjodG79P6Ryyzi1STKPedv2ewwB5j6MeOAXKQTe8rROHs3Db8S//5WtyqYOBnO/BkLbecyO30SSHobMFsjlS7+p3PvKY5lrnO762kTjzNDl6Y3E9V1ED9mkfYqGZ5NOpEmIbfAbHr+pt0G6RetLSokr3SgN1/U9xu1T3btA2jNBHcz6iaftJoMU3TBlNymSvedetXy+ppGPuQ8zEotERjVYsO0R0r1FzSLdUb2aUri1uQ/purZA3QePvqrVMNXh/ggw92Eurr+JpGZrbOTUr0bXY8o93SGT5VpUneqWieRlLiBpz7Ske0oSeJkLtAimPJwNPxPxGzICjVI9AVxP/atL3SHAnhs59vU3s/Cyl3L0M7+9/UZVyPGbEL6e3nL23MjqjjdF0Vs/c2D7o7egrzKwTXLZnk3RLrJYX6LilCOjD8DP7O36N70e30r6yaa+zyJL9SWKdom6W8f1N6er25ps8XmUUuJ4DjWnRtEusVRfZqG+wIq1QqlRoupUsT1rKOdSpe26OH4jUrrKjTKr9moQnZ1nqb7EirVKqVGi5tSwXDvwRgf7u66RD10jkf0cC9uFrpE1XdcWqPvgJX8Z3R/dxIV63B+hvxNyu1jjenQ8h1KjvKUiyeQEXnY/vp9EAr6fwsvuRyYntuTzz549y0te/BIufeSlPO57Hsdzn/1c7r//fh59zaMDAbdEjBZGR0c35X1MxG/IaJXqCZHhJzzNvBXhMdJJLl2NmICafDrur34XgLH73kU+l91midC3ZnML5VLRPZXe50mv5+sq+17P+InfaHEuyESeyr7Xb7pM66Wy7/WMHXsdiUTTUG2XzZMenudhe0qJESTIJNOkExnSyRTpRHrzBRvyeZRS4vgODc/B8Rs4vssgd/jKvtcz9uDrW+qnt+JcelJFHZ0u22ZSJMnt/3XyD7621ZjRIfKh696qo1wayeT5QaMpfMTB3yV97DWtzlEd1lbInhtZ+tX/AsD+5Os5sOeR2yxQgEbnc83Ptk/hSY9io8h2WDoyOYG97JEqWzg7R0mP7tiaz5WSF/zYC/iJl/0EH/jgBwC47bbbmJ+bj71oS0QZCibiN2S0GuAO4CoNQegU8YOmXDoZfjp7NAEsJ/pRm3Tiw2/EJ9f6mA7KwOE34nttNQObLJcnPSqNCkv1ZSpOpa/RB2BP/wilQ2+mUZ1ASmjUJykdevOGG7tsJvb0j3Bq7hWRx9zL7FtTNomP7dlUnDIr1gqL9cUoIuj5/Y/FwBx+I77f5uA4x/Po+R41p86qvcpCfZFVe5WaW8XxHQa9u9vTP8Ks/SvrOl7DxpMe1cnncHb0d5qRj/ReSofewsqOZ0ZNGhzf2fp7lK57q45ybZNMUkp1PTcqrFgrzNcWWLKWWLFXKNpFVnc8g9KhN+OUdqj9q7GT8qG3UJz44TWdXltBy5pubK8sLTzM1li5UW7O1dtOtnCL+uIXvkg6neYVP/+K6LFrrrmG/Qf2R797nstv/Nkf8fgXP4+rr76ad7/73YAa/P7Upz6VxzzmMVx11VV88pOfBOD48eNcdtll/NzP/RxXXHEFT3/606nXldPk2LFjPPOZz+S6667jhhtu4N577wXgoYce4vGPfzxXXXUVv/M7v7Np389E/IaMdrOmXI02wBgyNPh0MvwOvxF59JXaejTj51Ib38KeG1k6eZapU39AYroKuQOIwxq0j99zI6c/+VX27vwgiekqIndw07pBetKj5tSouxbrvTvZ0z/C6U/b7Pzs7Zx58ePYe8PzzlmezWJ19Qnk/2iVykU7Gf3s/1n33/vSx/asKCKYFCmyyQzpZHrjNYJ7bmT2y7dxQfJvNnwefekHUb0GDc/ZtOHDpcZTSP/qabxMkuRtf7Ap77kZlFLPIPWrSpGo3fJ7FApZ8Bstacegzk8qkSKdUP+mEqnh1XHqWqN8+I349/w8iYRGna+3+D7keA41t07Da/QdHQNq/5p7/xIT33yQudc+nT3f92SIXfPpRJpcKkcumdtWXUg6W5SKPgiH34h/9ytIJGPXnw5r7P5XtqZ7JgrYB36bhre9XTStd34Wee9p/HSSRGZzTJbkZfsp3PTCns/fddddPOYxj+n7Hu/9x//H+OgYX//gJ/EeeQFPfOITefrTn86BAwf4l3/5F8bHx1lcXOR7v/d7ee5znwvA0aNH+dCHPsR73vMeXvjCF/Lxj3+cl770pbziFa/gr//6r7nkkkv45je/yate9So+//nP88u//Mu88pWv5GUvexnvete7NuW7gzH8tgDNUj11MqzieBpG/PbciOO6JL/5yySmqzhyD5lHvWX7jZiAVsNPnzVWST4T+at3AjB17N2kUoPNjRs2xaXHk/3DOss/eDmX/t36DZl2fOmrzoxunXNyRwbRd+FqtPaJXYv9Z0MMjCddaq4LgQ4WGhfpRJpUYHQMohxWFr6XpbcsUD00zZEvv6Xva33p4/keju/iSgfHczfN0OvACdLo9bkUFW68OUJvPOnieS52zDeYFMnmOdpMY3DPjRTLFcZv/3US01W89D5SF//h9u+te25k9ou3ckH6Pfo4rvbciO/78PVfIjFdxZV7SA/hPmS5FjW3tu56XZlQ16ywO53Kju/gNBwqVMmncuTT+YHniJ4rLeNCdDL89tzIzCf/h307P7TpTshzkalUqTJ62+uj65GL3khx/OnoktOo2776X1/8AnfecQf//F//hshlKBaLHD16lP379/Nbv/VbfPnLXyaRSHD69Gnm5uYAOHLkCI9+9KMBuO666zh+/DiVSoWvfe1rvOAFL4je27aV4+mrX/0qH//4xwH4iZ/4CX791399U2Q3ht+Q0S/Vs9VY0CUiKUK5dDL8AG/6Baz+6hcBWPzzl3H5nu/fXoFiSC92LrdRjnakE5dLI8midOJzk0lKSd2tU3Vqa3rEB3xDJVdDI+UEmvXA/nCuybAtthVrdKC6VqaaA+eDQfRCCML/+aESJ2UQlZBIKfGlVIZeMPDek+6WpijJ0MDSab+Hlj1/vZdjs46zGQFLihTpZIqUSEfRwY3cR+pjz8P51W8AYH/1TRzYc8G632MYlFefQPqPFqntnWDvl/+YTHoItarrxN/5QpZf+wWEL1l558t51J4nbNp7q3TO6oYdIjI89332L4lPzVVOskKqwEi6MHTdw49fh45emU7FU9eR+0OLxadfyeXv+ZXtFgeA+o4fwf7VrwNQ+/LvMz6Rh61q2tWH3KufRaps4U4USO2b3JLPvPzyy/nnj/9z39dIKXn7b7yBpz/hSaSuOhSt5/e+970sLCxwyy23kE6nOXz4MJal7nHZbLNMIZlMUq/X8X2fiYkJbr311q6fM4zrxNT4DRmtBrhD07CSUi+DVMdUT9puHjrVCUCHEa8NOqagAnjn5lwIDb4la4mKU9kcoy8mT0I3wy8wkLeyHlilYTawPYuaW6XilCk1SqqmyF5lxV7Bc1TqkfB8Vu1VinaRUqNExSlTc1WXTcdvbHldigjXl05rnlgaPSA3wYj3pIvlWqqW015hob7AUn2Zol2k0qhiuRaO76x5/FscRLF65XMlivJ6DrZnY7l21Gwp/p/lWtieTcNr4PpuVJMmY9knuuxfEokM9D+xSdErz/ei6+ecouBhxG8g40pSc6ssWUtYrr32y8+BloHkmu2t4bGSevjdgdZty6pXt65T81pEJ3LrLsan/MBTsG2bv33P30aP3X777cycmol+f9qTn8K7P/oBHMcBKbn//vupVqsUi0V2795NOp3mC1/4AidOnOj7WePj4xw5coSPfvSjgNIzbrvtNgCe8IQn8OEPq3mKH/jABzbt+5mI35ARQmgW9dDbWNAq1ZP2AvHNU042Axlv5afRudQ1BTVKeVvnGpNSYnkWNac2lIYFYoNyDR1NswOaaeEarS2aET+h05qnVSGXQzpmYZootCrz4SzCZCKYSUgzius0bMJYmle3VAOgbktMBoZPENltRnh9FeUliPD6fnB9ntt3dBvqOwhPpXKTzJESqcHmJg4J5YAUgERuggOy5tSpOBU2Q5kOUz37Rfza8aVPqVHE9rKMZcaGUksav/cI3XobePplB8SdQk6tDkxsmyxd2cJDJYTgox//KK/9P6/lrX/6VrK5LIcPHeatf/bW6DUvf/FPcPK+Y3zPjc+BbIpdu3bxiU98gpe85CU85znP4aqrruL666/n0ksvXfPzPvCBD/DKV76SN73pTTiOw4033sg111zDn//5n/PiF7+Yt7zlLTzveZtX/28MvyEj0Ev5bfH+6iNWcyMcUlrZRmk1/DTxgIXEbma+RvVhLYafTk6PDRh8dbdOza0NN3q0ybV0m4bbulfoYveFcunkLQea16PUy1CO7/lssQKsZhH6eF0+tmZVKEQ/l1mylrZUtl5EkUgJlUYVJxjRIUhEKa6ZoEHRVp3jyO4Duh7MAXE8h7JT3txoTpiqvgHHle3ZOJbDeGacTDKz9h+sS6xYjZ9u9+7wWGl639bKyb31AT8A9u7dy4c+/KGOx2+97VYAEkLwpte8jje95nUkrzhAItl0DH3961/v+p533nln9POv/dqvRT8fOXKEf//3f+94/ZEjR1re601vetO6v0c3jOE3ZLRL9Wwp9NdHsPCmoVuDi5YjpFmdQEuNn6PRRq1rqueASq/ne0E6mLV56Zx9EDo2NoI2QzmueW4zLc4rfQwsYhE/nZZ9y56v0f4aT/XsOohwu/Db1334k686wdKg5gII0okUmWSGTDIznLmV4WfHPS8buA95vkfFqUbdNjeVMBV8g/uXL1XK9kh6hJH0yKaJ1XIV6tTcBZpZCxpFIlv2Bo0MZbENqZ7rRitFZ22M4TdkdB3gHnqltUHHOX60HSPNZGsxsGx9NuoWz6FGa0ysEVVueA3qbr2lkcVWoKvhJ9oifrog2hwLuth9uqbGxhU6eQ7Rok0nrmjqKJdYa91L1bXSd6g6VRIiQTaZJZvMDiV6FUW412HEeL5H1a0G9XTDuYg3K1W96lRxfY/xzNimXDutXT01Wl809zCdHN3Sja0rjeSK0OgeBLTKo+Hh6ocx/IaMEHpF1kKlVyC1UuZ0be7SYvhp5J2DNoVOJ9k0jSp3W2Oe72F5FpZrbd/AYU3XfqSM65a1oG0kMqZoanS84obyYA04toh4xoJGaz/ugFnP/uVLP2ocExqBuVRuUyKBMp7rOcA5VLP4alvjxPI3z3FlexartseO7I5zrvtruQZ1uj9Cs3GWRnJZtkXUc1Kj6zE6kRrtqUDLAtNKzxkAY/gNGaHbHL9QKff16uoZecC2sIPgILRG/PTZpIG2FC59ZNNysDy0RJVrjorstQ+x3hZCJUCnmy20eX01OpG61ilruu5b6rp18uTHZdFJLi+eFbOxt4gbgUmRIp/KkU1mN9wgRkrZ7MHew/DzfDV2o+5aw5tV2YUoarVJ59DxHVasVSayO86poY7O2Tq6lbZ40qNhx9KANZELiN16NNpU29Fpwx8AY/gNGe1q/GId8XQy/OID3LVKk2rxGmp0vGir8dPpxhZTTHxNmvV4vtcyzqHilLdXoBgJTbtUhsqJRK/7WqgsCV+zrAVdDeWWVE89rkdoc1Zp5LhqOY+bsMA86VJxKlScCqlEikwiu+7mMKqbaWvET0qVatrwHBq+vW3t94eRqu5Jl1V7lYnsxLkZy9Eb6rPuAe1q/GpODbzm+tHKQRSg2wD31nkh2yfGRjCG35DRrcZPxMYm6BSe1rXOqaVOQLOIX0tkTZMbCLQ3ndkeuXzp0/AcHL9Bw2uoNE5NR4Y0Uz31OYdAM0LqS7S6s4V7he+jlVyaRvzicukSYYA2R4eOcq1Z47d+XN/F9d2oOUwqkSSVSJEUSZJCjboQQpAIwnvhGIuG12ze5TZslq1lfeasDSlV3ZMeK/YKE9kJUon1q6o6l2lE+o4GqdeqmZnVYuwJne5FprnLpmMMvyETOvS0iWLFlCat1qoX9+JrcqzQ3GvY0hxBI9nic8O2IOInpcSVSqFyfAfHc7unOmlaSyc0jfhFtTu67hWeZhG/tm6j2qBrSni8SYlO12Q81XOoyqaMDMG1qDQscqEu4Xr6GH0M12kbdvyczE6uO/IXzzYZ1vzKDaORo7viVAHZahzr5IgJf9jiU5jL5LjyqitxXZfDhw/z3ve9l4mJieYL4vJswn7/hje8gdHR0ZYxD8Ni86dmGloIDRht9IBww5Hga6QEiFj9lU5KU+sQWH02Q6A1QqTRuWxRgDfJoymlUpLCzpuVRpWiXWSpvsxCfYEVa4Vyoxw0aemuFGlrYLVEsPSheU3qZWA1Uz31ivi1dEHdRjk62MY5fn1xNXWqhTW3Gjk8ZCzoroOxEEcM2aEWGn+ev76125LWrFMEC2Jzi7d3gbm+2xzx0XK8NFpj2xTwy+fz3HzLzdx6261MTU3xV3/5V21y6dnMaxCM4TdkROCv0CatMq6c6DTbJoou6KVktoii281D09odBqzd8aUfGXOWa1FzlEFXapRYtVdZsVZYqi8xX1tgob7AsrXMqr1KuVGm5laxPXt9TQw08rLGGbbitGF0TanUNeK3ybVhm0ZLExWN5Io7OjRIeQuJOzy0OY9SIsJrUKN9QkrZ3L+G6Bj1pMeqXVxX5+UW/UazpnEitrdup6O76tSavzh6RvwGSfUU8x8hdfPlpL46TurmyxHzH9lUEb73e7+XM2fOdH1u8nuv4LW//jquuOIKnvrUp7KwsADAsWPHeOYzn8l1113HDTfcwL333gvApz/9aR73uMdx7bXX8oM/+IPMzc11vOd73vMefuiHfoh6vc473vEOLr/8cq6++mpuvPHGTfk+xvAbMvFUTy2Ipz9odHHHu1xpYyTTVten0fGCtlo6jTz5cSPUbtSpOlXKjTJFu9hizC3WFyNjrtQoUXGUQWe5Fg2vgeM7wY1+c9ZDa6RIH8JOtgnNIpFCVwOrpRHUNssSJ7ge5RBqw86JliZQ+uwT2iqacaV8m0UJiUf8dDJipGxmUAw7k8KTLkW7OLAupW3zIGgpbdkuWqJ9tOmDGjkXInocKjH/EZLHXo2wTyGQCPuU+n2TjD/P8/j85z/Ps5/97DZ5lEDVeo3rrn0Md911F0960pP4/d//fQBe8YpX8Bd/8RfccsstvPWtb+VVr3oVAE984hP5xje+wXe/+11uvPFG/uRP/qTlbd/5znfymc98hk984hPk83ne/OY3893vfpfbb7+dv/7rv96U72Rq/IaMbqmeLcOPdYr4uXp4wNqRrt/MMddtM9yGNu2e9PClj+f7+NLHlx6ebP3ZibWFrloVhJPbEtnWIlJMdDOwYgOQdapvbY5+0csZo22q5wbnvw0dXccmxGXRyBmjo8NDylj0UaP7kCQW8duCc+j6LsVGkYnsxJqvbSkz0OiYQfsa2549v+bWWn4XGqbGyuj/epM8+QaEX295TPh1kiffgLv7hRv+7Hq9zvXXXc+Z02e49NJL+cGn/WAX4SCRSPDCH/0xAF760pfyoz/6o1QqFb72ta/xghe8IHq5bauZmjMzM/z4j/84s7OzNBoNjhw5Er3m/e9/PwcOHOATn/gE6bSa/3n11Vfzkpe8hOc///k8//nP3/D3iWMifkNGNEN+2ytISFw50eTihpjnS6ObLbR7DfW6eeDEzuUm3HSllHi+11JHV2qUWLFWoyjdUn2JFWuFUqMYROhq2J6F4zei6JzQtFYg7FSmUx2plDKKQOpUUwRNRSDh+TrZV7GB0XrtFZHzSqLVum81/PTZ89E1myKeEq7JApM075FaparLrZer4TUoN9YexxM3/LQqhSBm+MntGavl+R6Wa7c81nKMNLoewxRn0es42TPre3xAwhq/Bx58ACklf/WXf4XneVx/3fVcf931vPFtsUhdTDQhBL7vMzExwa233hr9d8899wDwS7/0S7z61a/mjjvu4N3vfjeW1XSUX3XVVRw/fpyZmabsn/3sZ/nFX/xFvvOd7/DYxz4W1z33gI0x/IaN0KzGT9Nhvs0B7voo5dB6jMQ6i8uHzjk2d5FSYrk2pUYpapKyZC211NFZbqtRNxC61h5GTRs0Wl8dqVL6yNbsgqrXzM94hEGbfRXaumdqtO59PR0xLZF3rQxSDR0x8Vo6jc5hvMZvKw3Sulun5tT7vubhEPFjm9LVVbSv7YO1dHLLtZu7ZPev7/F1UigU+LO3/xlvf9vbkVJy8y03c/MtN3PTr7wOUN1jP/6Jfwbggx/8IE984hMZHx/nyJEjfPSjH1WiS8ltt90GQLFYZN++fQC8733va/msa6+9lne/+90897nP5cyZM/i+z6lTp3jKU57CW97yForFIpVK5Zy/kzH8hkwYwNdFcWpJR9KpoN5vKr86KXMy7l3RZjMM2KAR7/ke5UaZxfoSpUaxbyfMc5VLp2MWV1A0uRyJR0j1kqutAcE2y9KCG0YipVb1Ttoafo6mtU6aKuYtaXiarHzp+c0B1hqtecn2NaeqOGUaXqPn8y33bo1SiYHoHAp/69eYL33qrtX5hI41fgMcGu/gG5CJfOufJfJ4B9+waWJce+21XHnVlXz4wx/ukG0kX+Dbt9zClVdeyec//3luuukmAD7wgQ/wd3/3d1xzzTVcccUVfPKTnwTU2IYXvOAFXHfddezcubPjs574xCfy1re+lWc961ksLS3x0pe+lKuuuoprr72W17zmNa0jJTaIqfEbMrrV+LWm/ehR4yelbBvnsM0CxWhJ9dRlMwxpiaytrdD50qfqVINNf4gHWUvPYbOpSzPVc/tr6aSMyaWRQge0dM/URP8F2pxXGl2T8aZBWzG/cmA0dcS0KOMayRVPw9OlHljbxhtye8fkFO0SU7keM/4cfZ2229nVs+7W6bqha1qiESmEPY6T3P1CPFStH/YMZPcrY/Ac6vsAVoorLb9/4pOf6PzsVAKE4E//7/8lncu0PHfkyBH+/d//veNvnve85/G85z2v4/E3vOEN0c/PeMYzeMYzngHA//zP/2xA+v5si+EnhHgm8OdAEvhbKeWb257/KeBPgdPBQ++UUv7tlgq5STQNPz1uIELDrp6ddU56HCtoO0aaHK+IuLG3huFnuRblRgXJ8L+Dtoq5q5+BpVKlmjUyOq19XVqOtyM2GOkeOpo6PFo9+fqcR22bzrSsLz0ipLqmLbbvX1v++fgUG0Ums5MdDVJaGrNpt+dvT52ylDIw/Lqg6/U4wPGRu194To1cNoKQEplMgACR6uJ40JgtN/yEEEngXcDTgBng20KIT0kp72576T9JKV+91fJtNlFvF11c5jre1Fq8hnopmfFjpNsYgEFSPX3pU26UsT276/NDoUXR1GWNyZYmBLqssXiqlG7R7mbkA6RGilNrbZg+12Q84qHL3grtzj595Iobyjo1LBGufo4r4cSPlT7XoiRo/gTbZpC6vkvZKTOeGW953Hc9InVck/sQtN2L/K2tn7Y9G1/2OE+aRpUj412fZR8hgZkzZ/XR7wdkO2r8vgd4QEr5oJSyAXwY6Ix7nidEA9x1WRdaGn4xr6Gv2SUUT4fVaDME1kzNcH2XFWt1a40+WhUnnY5ZM4KlUTfIlmi3Zs1d4sO+NRr9IjTcw4DWiJ9G6z7e/VcrA0vX1LKWFFQ91leLAaqTA7ItW2e7sFyrI5LVMq5Ko/UVd3RvdYOq9hEOLXhx58La675atTl+chFviMdWjXMIdEOd7o0QnMjtLxfZCNth+O0DTsV+nwkea+fHhBC3CyE+JoQ40OvNhBCvEELcLIS4eWFhYbNlPWe0S/XUUCmXyLYW7WsfK8dx8bfgRqN1qmefNu0Nr8GKtbq5TVsGJR5h0MQ73R5V1sXAkpJmt1FXz4gf6JVSqa3B4Om37oHW61ETQwbWX7fm+T7uFsgvdIwoaxodbdlXt/lYlRsVXD9e1xd3xOhzPUpkazO7QVIZN2Hsg+M5rcennRZ9ov9nOY7HnXfPMDu7yuLS2qM11o0IZ1fGHtOr1FwrYda7NnTt6vlp4LCU8mrgc8D7er1QSvk3UsrrpZTX79q1a8sEHJTmGD89Vkm8vkkXJUBKGaWLCCnXbIxgNxw+943v8M077h2+bJrecIEWD138mNmezapd3JJ6vq5oODesve24Jpdj59ofQK65+SILi0O42bahbYpg/DrUqTOxhuse2uXSaA/zBj9evi+5445T3PLd49RqvTs5brZca3W+9nyf2bOrnJ0rDlcmR2MjZhtr/NqlKTVKka4lWyLd+lyPLc3sBkj19H2fr912N7fee+ycPrfWq7YvZB0D3BcWS/iBLlkud+kQeo6kMilWlleQvdJSdUGDgJ+UkqWlJXK53MB/sx3NXU4D8QjefppNXACQUi7Ffv1b4E94mBJF/LZZjgjPRyaE2nA0UU78tu5pa0UXZheWcFyX+eVVqnWLkfzgC37d6Jq+RXtNkZItnMu3nSuu5Sar0TGLz8vTxvCDWLR77UikZTk8+JDKbJicKJAaYlF53GBYS6mTUlIq1xkpZIcqk5JFP+cVtB0jnQwsTZ1XLetrjeNVrljULQeA+YUihw8Nz8m7nojyqZllZmdXAZjYUSCXSw9HKF1TPf2m40qHBiqu71J1qoxmRltSPXXqstvayXntevMHZ2ZZXFGOhSsvOUw6tX613ZPe2iUfLft9f5nKZYtcLk0um6Za3fxSkh27d7Ayv8L83DwicKrIhEBQ2vTP2ihyoYQUgkRjnIQQHc2FtpJcLsf+/YPPLdwOw+/bwCVCiCMog+9G4MXxFwghLpRSzga/Phe4Z2tF3DyaNX7bvylCEO3IpBCWs6aBVa1b3HrvA6RSKa6//JEkk8MJEEsZKxBn7dEEi6vNi39uaYWL9l84FLlgY81drEaDbDo9/I2gbYC77W2/0adk0a+LYEvEz9co1dP31Tw6QiWg/+sfOtFMZy+V6kxNjQ5PuHV0AF5aqnD02By5XJprrjpIIjG8tR93LOjSfANojRRppGi2ONU0UM4j1nG8QuWyUMhQLK4RuThH1pPiXFytkU4ncRyPUqk+NMOvNXqlzzmMpzTrIlfNrZFJZlodHmukLm4lMuboHqSnwfEzc9HPy8Uye6Yn1/2Z1iAjnNbhuKrXG+TzGQr5DKvFGp7vk0xsnn6YTCWZ2jtFba5I4Wf/XImUz8C3fnfojsVBqf/iP+JOj7LnQ7/CaGaI9+EhsOWpnlJKF3g18B8og+4jUsq7hBBvFEI8N3jZa4QQdwkhbgNeA/zUVsu5Wawn1XNLjEPPx08HF84aBtZDM7N4X7iTytfvYW5ppe9rzwUpVY2fDC7otbz4lVqd3VMTjORznF0cnlzAujtdnTw7z3989WbuefDkEIUKiMnmex5FWwOjjzYFQJMUm/Z5eWspwFJKTp9ZoVQerpLZ7mXtpwb4vmR1tcYFe3YAUBmCpzUk3nAJ1r4mV1argIpIrhb7NBDYBOJybXddURx9Uyr1HzOxltFQrVpk0kkmJ0ao1Rt4QzSsW9ZXn/3LdT1q9QZ7du8glUpQrmx+ylskR/z608ipoGvX61KjhN8ywF2P+xCENX6x5i599L663aBat7j08AGEUIbfRrC6DWxvo7X/Q+/j5fsSy3bI59IUCmp2nVV3NiTXWoSOFz+VGMgxatsO37n1+JaUQuBLGFIwZNhsi9RSyn+VUj5SSnmxlPIPg8duklJ+Kvj5N6WUV0gpr5FSPkVKOfxiriEx6AD3uaUVPv2lr7NSGu6CDSN+sLYyZ335Ti798//iqj/8LEsPzAxNJj+IesjAII17N9uRUlKp1Rkr5Nk1NcFKqTxUg1m2dLpa+3NOnVURmQdnZnGHbfR4PjJwLDQaQx7Kvh5aIjKayIRs9eSvcW6KxRonTy1x192nh7u+ghubFCiFrs9H1euqtmlsLEehkBlKik2c1pS3/segUrWZmCgghKBUGrKxrOEsUqBVIdfE4QF6OmJgfSnh1arNyEiWkZEswHDr/AZsThVef2NjOQr5LLXaEB0xXtxI1mjNa9gsDtQYo4YdM3a0uQ+BGnqv5El4sq9yuFquALBraoLxkZEN6Ye2Z+PJAa57bzBHjG07SAmFfIZ8Xhl+dWtI12Ogo8pMak3HKMD8Qgnbdjl+YmHogRTh+mqO38OQh6fUDyMG7ep5en4RKeHYqdm+rztneTwZM/x6b9S+75P/3J3NBz5329BkkrGLW/3eu/NU3Vbe3tFCnrFCHtfzsBrD8TYB66rxk1JSqlTJZzN4vs/y6pDz0X0fmU4NJNtW0hqR0UPRlLJVrrUM0sXlSvRzZYie/FChk+mUcn708/4Ghl8+n2GkkKVatYd2c1MR0rjB0G+vkFiWw0ghS6GQGaoCDK033LUM+K2kZf6bRqlluKquGwZzXkkpaTS2oBuwN9j68jyfuuUwMpKlkA8jDMMz/AZt0lMLZCjkMxQKGer1xvCUzXU2d5FSUizWogYcwyJ+rxY6pREDXiO2RjS6P8bLDgC8PntYtabuPaOFHKOFPNX6+u9Fg0T7lCCD1ZFaQa1tLpeJUpvrQ474yUxKRUnXWGKloNGM6/pb44BMatDdZQMYw2/INJdF/xW7UlKK5tnF5aFGioTvQ2Bg9b2pWTZjD8zjPeUK3AsmyNx+cnhKZlCELbOB4ddnk65UVRrZ6Igy/EClfg4LuY4GF5bdoOG4HNl3AQAr5Urf158rwvWjKKlON7b4utKlBqtldhKs2UWwWKwzNqaaBpWG0LUswgmdHkG0u4/yVI9uuGlGRrI4roczpK6W7cpJv+yA0NtbKKiaj9oQlXJQe5gfHC+dUj1ZR0R5S/G8KL1/kGY4Dxyb45bvHmd5pTpUsUKnkJ9K9N1bbVut+3w+QzYbKJrWkBTN2Fw6oG9qbL3eIJlMkE4nyeczeP4QDeZ1plTOz5e4+94zzJxZHo48IfH7o2aGX3g9SiG0uj+2pHrS3wFftSzSqSSZdJpCLkvdXp9zYaCmLtGLB4veWsH1mM2lSCYSZLOpLYj4JYMSjTWywSoWu3eNI4RgZXXYJQe+SfU09GCAVE+r0Yjq1jzfZ2mYkaJ4qmcf5aRyZpHcQpn0NUfgqoPkH1qkZg3Hkx8pIwNEIsuBkTdWKETdPGsb8IINTLjxpJNr3jxWK0pRmp4Yp5DLUqoOd+ORblOh06l2Rwzoyd9aBr/Zuq5Ho+EyNTlCNpseau1Oe7S7r6JpNchm1c029LSGN+FNlyswlAcxsOKRyHw+g+N4Q523JuJp4WuseyklM6eXh27EKLkG71K5lcSzPNa6HhsNl8Ul5bBaHHadTNBhWiYTayiaypjKZtMkEoJsNh1FHYZBfH31kytscCGEIBcYpLY9JMNvHWnXQFTjtLQ0XOdj6Ljy08lgTI4+xp8ISkb8THKgukgpJWfml4ZeotGRfdJnr6zWLAqBnpPPZZFSYjUGN7Jsdx06WxhdS4g1HDEuiYQgHfRkyGXTkXNms4lnxMR/70at1sD3JTvG84yOZod634ZgnzCGn6Ebg6R6hobexQf2ArBaHp6SIjw/ZmD18eLfewqA/FWHSD9qH7mlCpXF1aHIFNb0yeDmSZ9Uz0qtTjqVIptJk89lEUJsKP1hYIKbgMymEWvc1ErBeRsfGWF8dIRSZXiGn+M5SnEKo6Rr3NiklBw/ucgDD84NPf2nJb1zAAXYcbyhKwxSqs5u/iBrv95MZRkdzQ63li6WyrKWXJblRAZfpGgOK/IR1EQ2nUR9brih4ZdLkw8N0qEq5rEU5zXW/dJyhVMzyxx94Ozwaz48Hz8VpqDqY/jhNTMD1spaCBsGpdNJKtXhKk54QcruGoZfqFTmgr0unxue4Rc2gRpk3Vu2G12P2UA2e1gRP2fwiJ9tu5QrFslkAstycJzhpe3GHVc6NXeBpmN7EKctwLFTZ/j2Xfdx3/Hh9TOAZlQ5Mhr6GJo1y2I0MPwKOVXfWl+HA74+aJonzZpbP5Ps61ywbYdsJhXptplsangOj+j+uLaD24plBuTzGaxhRSFDTMTP0ItBunqulqsIIdgZRIrKQ4oUhZ36QmOhn1e68dA8ANmLLiR3mRq7WL/n1FDk8sMb0wDKb3xunxCCQi5L1RpmxC8YBptJrak0rVaqjORzpFJJxkbyVOt1/CHcDH3pU2qUAgV4sJS3YqnO7OwqCwtlFpeG7Mn3ZTMSuYaRWa3a3Pydhzg1szzcJipBxE8OEMEKbxj5XJpcLk2j4Q7NWI6Uk8zaESzLciKDL0x5G1bEL2xAMFAkstYgl0uTSCQiuYalCCilSQ6kCAAsLKi17vtyS5rhDBpZ20rikdu1m/SovXTP7nFs2x1aKjE0azVlMrFmM4lEQkRt3HO5NJY1nHq6MMW5ub66f/+wDjIbnO9MaPgN63oMFeBUcs2UylJJ6Q+HDkwDwxmw3S6XivjpMx8VaMqWSSEHiEbOzC0CqtxmmDTXWKjvdJfL931qVmvEDxg488rxHDy5jn3Yizkh+xijtu1G+zxANpPGcbzh3CM7+j/0d4yCujfmsmlc18cb4j4sfGP4GXoQzfHr85pa3aKQy5JIJCjkc9SGaMjEa/z6XUT+qUWkgOS+aXKXKsPPfWA4jWc6Uz0HM/wARvK5oUb8WmRba6hptcaO0ZFILilVM5rNptyoqC5dfqzGbw0Dc3W1hhCQSiVYHXbuu+vFUvH6K45h6//TZ1Y4GwxqHQp+aDCsnU5ctxyEaN5AAOwhNRCSbRG/Xoqm63p4nh/dcBMJQSaTGmLko1U56VcTGaa8wfAN0jAFdZB6YCkl5YrF1KS6Joc9ZgKvaZAOEvGbXygNd82HeGpUjhSs3T2zYpPPZxgbDdPoh+g193xkUkCifw2WFSiaYYQhm03j+RJ3COm0st3h0UOusJYvjPQlE6rWb9ipnioa0/97h9G+nTvHgCGfw7BGOZtS9yNdOktDa32Y51F1emdSWXaDYqVKMpmgUqvTcIaXseD7PkLGnX3d10zNspGSSN8prNPwq3vr7H3gSqRQzoV+uo5lO62GX3ANDKW+1Wu9P/aPwDukUglSqUR03x52Srgx/AxdGSTVs2o1jZmR3PAMmSjiN4BXWpxZxts5hsimSR3YqV5+anE4coURvyhtsZcHTFK3bQr5bPRYIZ/bmhq/NSJ+UkrqVlO28Hxu9rm0XBvbU+/ZGmFY25M/UsgyPp7fghSupgK8lne6WrNJpRIkEoKVIdZhSafNc9jHo1mvN6J6omGnVIZ1KKxxTYYKZS52w83l0sM1sHwf1jBkpGzOdAKiG+/QIh9h5Da9diQy9PiOj+cpFDJD7/ImPB8/kGvNRlCWw7EH53no+ALlIc+KDJsQyET/lEopVVR0dCTbbNM+ZMOPIOK3VqpnqFxCM+Vzo2tMSsmZ2V4zOoP1le2/vuxY3WFINpMa3rqPGVhr7am1eoNCIUMyqRpvDNPwa9ZgJdVoggGiPuWyxQPH5oYajYFmVodMp8CX1Nwajt/9/CwVVbnNow4pJ3fYbG8YhPeitRzdoV4T6hKpZJJMOjWQ4SelxHbXd96F50Wp1732r6YDMgWfuRV+71/IBud8GM7RpuM9cHD3GfVlxzJiMsNOvSbYV1MPTxPq4Sn1w4hBUj1rdTvy5hTyWRqOizOE5ghRx7Lg4ui14fi+JHV2Fbl3CgCRTeNOjSBmNz4s3bIbfOvOezk932k8Rkp4NtNXrrrd6gEDZSg7rjc8D53X3KRFn2Grlt3Al5JCLjDgh2D4edKj3CjHH2hG/Pqsl1Chu+Drx7jgU7dhW86Qm280FeC1Ih/Vqs3YWJ7pqdHhKiihErCGQgcq4hcaMtmoicqQUhe9Vrl6RSLjndRCctk0trVxuRzH4557z3SNhKkaP7mmY8G2XaRU9ZAh2Ux6iKme7RGZtVN/clnVBXXo3UZjKYJrrftw4D3A/MKQU6+jlMr+kbWG4+G4HiMjWTKZFMmEGOoxE0GN3yDNJFoMrNy5pRNXKjYnTi5x9IG5jueixhtrpDiHBl6Y6gnKCByaohlvcrHG2oofr0I+Q32IMw9FPOLH2uu+UrW48+4ZFhbLFIfdbt+LR/zU/lVpdDfoytUa+dMr7HzrZ8jOl4Zr+LU39OphLIclLCP5fPRYIZejVl/b8LM9G0nnuajVGswvlLrrMZ4PCXU9ruWAzNcdeN1H4CPfJv9ZNeqrMYw9P1Zqo37vH/HLRjXwQ069BhXhNhE/QzfWGuDuOC6O6zYjfmGnyiGke4ZpUmKNi6hu2+QWyoj909Fj/oWTJGZXN/zZx06dYXZhmTuOPtSx6UQesEgp767MhUbUSC6e6pkNnhtWx1E/kq1fHUrohRsJDPhcJkMykaBa37ybW6VRbdnMW8Y59PG0Nhou2ZkVdv3Zf7Ljb7/MxB0zw6sNg7Yamd4btef50fy3oXeDHLBIXEoZNFHJwANzZCwHIcQ5p4z0amDTnubca+1HimY84pdN4QQe2I2wtFxhNRhU3ylYa0plLwMrbOOdz7em/gyty5tEpTVHNWsDtB33fPLJ5BZ0Gx28xq9YqjNiOewKGnEMk6jteKL/2IRaUAM5Wmsg/uco+Vx6yBE/GWvu0n3/CiMMuWxKnXwpm2lcG1xjYQ1co+F2XDtR4401MgPstlTP8GflCBlGrVOYGdC/xs8PRkpEjXDyGepDqoeEmONqgFQ8gJnTKyQ8H3x/+JknTqex7PgOdbfznlyu1rn4IzfjfOrbXPwvt1KsDNPwC45R6BztUUdbrVuqg3OmubeqkQ5r6zqW13lspZTcdc8Mxx6c75r9IMLU6z41t+G+Xvj6A9Fj6a+qnzfq9JBSUqlavY1RaGaD9bgefV9i2260N6RSSRIJMbzUa0yqp6EPkeHXI/c99OqEkaLw32Gke/q+h5BA4BXppcxVV8pkVuukDu9pPrhviuxCacMdwsIxDHbD6UxVCJQxEXX17H7zCI3hQluNX/y5jTC3tMLdx0703Xhkun/ELzyP+bJN8Zf+hsbn76CQz26aQWp7zRTPkLAz2FpziizbZfpbD0W/T918YvhdFwdQgEOlcsT3yQfXydDmc4WzIoObaC8FJTTQxh5cgOe9A/Fz/0Aue261dMsrVW7+zkOc6eY4aa/x6yGXZbskkwlSyQTcdRpmV2PRyI3JFqYYWpbT6YwJswPWkiuMqpUteMb/hV/9INlMCmtYCrD01aD7AcaY2LZD/vQK+R/8U3b/1sdByqGtL2jtmMwaA9zri2Uu/61/5qLXfBD/9MpwO476PjLV35MPwTqSktHXfBBe8V6m7zg91GgRfhBhSCZ6doS04pG1n/57+P43k1yqnFM6cTx63z5/TNJ6HnsrwC7pdJKEL+Fvvghfuo9sJoWUcjgNceJRon5R20D5Hr1/Dp71Nsa/cxIpGV6Tnvb9q08qHkB9ocy1N32S637to9jDHhcSzokM6g9Dqk4VX7bKWZ1bZvQO1c1z7NYTVErDLDtoa2bXSw+rWxTy2UiHBGX4qdq/3vuFJz0aXud1W683orrYrmnOgSNG9kn1DA2pzN1nYKIAL3gs4o4Z0snEho2sufkSd9w5w4mTXbLBBhx3FKaZhl12hVA18MOM+JnmLoaehJdsrws1NIKatWFBAe8QIljN3PIw1bPHzfahswBkjzQNv9T+nWSWa1TLG2uQUK1bZIPPbR+43h7x670R2iSEIJ/NYH/+dtwHZs/ZUJZS8u077+PoydMsdpuf6MZk82Tv8xh8vv+ez2F/6luUfu3vGUmnNyXiJ6XsnqLi+ZBKrpnCZdsOYw/M41+yB3nDIxl7YH6ohh/xiN8aimZutsjkc9/BxM/+AwnbGd5GHXmm+6fGhp8/+q+3qyjq7TOMz5fPKUK6sKDWVdduql7b2u8jVzabQnznBPx/74If/ytywe6y0frDMNLkeX5HYb50gwYEazhjLMshmRCk/+U7cHIJ/v1ORk8uDU0BlqEiPoBjwbIcLvzKUYTtkv7OCUZOLG2BwyNc972/e8NxGfv6MVLLVRK2y/TXHhiyZ3qwWjrLdhg7sYQ4pjo6T37pPhzXO6fz+NDxBWZOd++SqLp6ir7jHMLjUrh/Dr5xDBbL8NFvq1l+GzX8LNUEAug0bNs6X/dL9cxmUvBP34K3/Sf8wvvIBe+10XNp2y4LvdLwYhkL/SJ+4f419vdfgQcXGPv7L6vHhzxYfpCui47rMfm5u8icXiGzXCX7laPDkSnE81VDo1RrBMuXfkujF9/3EXfNIHxJ7sefSKLuII/NDc8Z0x7F6rHGVCM7lebpPngWv1wnn8vi+37ferpetX3lSlOn7OoACzMDkomezeKsoMOuuGMGrtoPVx+AssXoSm3DNX5LwX1xYbHcccyj7ttrzG21Y2n9IdlsanjrPmjQY2r8DF1ZK9WzvYA3nUqRSiU3HMGSUvI/372Tb9x+T6cXP7hoxBoRv0Zg+OUuujB6LH14N0JK6ifObkimmmWza3IC6DTSwpuFyPSvPazVLfK5LO53H6T48new8qN/TNKXZNKpdc22aXlPy8YLNrmVYhfFPEqxSSFk73bVNcsml83gfOku9R2WK+w4trimd24Qqk5NdfFsQ6UaiLXbodcbjB6bR1x7EHH1fvKzqzSG2OK7JfLRp9uobbvs/vL9CNsl8eACO792bHgKcKi8Rmu/l+dQfX769lNwmZqrueOeM9h2Z1RsEKSUUS1Lvd4l5Sq2vpRcvSMM2WwaPvQN9cBCmdydykO9EQXY831s22V8XCkW7YqAbDNIeyvmqq5C3PwQ7JsEYOQ7J6LnNpvIA7yGXKCOy/jRObhU7WM77jw93JoPTzYN5T7XY7VqM37PLP5kAe8Ruxm/7+xwZ065alB6vxQuANtymXxwQf1ywyPJ3n4KgrEFG8FxPM7OFTk1s9w9xTYySHvX+IXnK/NdtaY4NA1fuT8YGr0xuSzbYceOAtBl3QepxM36q96pntlsGj59a/RY/tsPBc9tbI09cOwsDzw4z2KXSJiIz5Pts6datkOy3iD53ZOQTpI6Ok96pTac+is6m2/0mydbqzWYvuUE7qMuwBvLkbvz9HAj3a6P7BFRrrt1XF8dk2rdYvTYPFII8i99MgCF4wsDd89cL82IX299R0pJrW4zks9if+5Wlp/yOxR/5i8G6uzZnhkUPR5cS+Pj+e4OMK9ZC9wv4pdLJxEnluCRF8DFuwEYXShteI2F16Dr+jQarceieR/qr7OGUfzsUgV+4X3w+XuGWmveHHb/8DShHp5SP4xYq6tntW6RTqVIp1LR68+ls2e1brG0WmJuaYXVcmuUqD3FoJc30zuhbv7pw7ujx3JHLgDAPt5ZEL8WVqOB7/tM7RgN6t56GH5BJ7leylw4ysH67M3q74o1Gl+5m3w2u2HDb3Gl2U69XOsSzYxtPMLr3a66VrfZUXHwTy0y8trngxCM3H0az/Nx+gykXwvP96i53aOs0RBYIfpGGNwzq6TqDuKyvXDRbhXJeWhhwzKtRcuA7TWKscePzcOjD8LBKabumBlebVjHoPTeN7ZUqU7i5DL88NUwNUL++BK+LzdUH+Y4qkZppJBFyk4jraNrWZe1L6XEth1y6SR8+X541tWQTpK8+bga0ryBm1vYFGYiUIA7FAG31SvdK0Jq2S7ZVBJun4EnPQou2kXm7tnouc0mStEdYCxHo2KTO7EENzwSLt7FxNH5oda2Jlqau/RpOlN3GL//LDzmEFy5j9HjS0OtpQtrUdZK9bQbDmPHFuDCCXjqZSRW62QXyhs2/OJplKUujqZo/+pT4xemOCe/exIu2QNPuQzunSUbpHqu13AIa+DyuXTXWlTpq1TiyJDpkrKrrkeXLFKlXf/ck2BHnvRtas7tRpXNahAxXFzqkt0Rj/j1yTyxbZexo3MqKvjKpwAwenxxaONoIrmizIA+w8iLNUaOLyEedxHuI/dQOLU8nBEAAeGcSDUupPN4lYMsmpplM3JiCXHRblJXHoRClpETy8Prru62OtW6Gcu24+D5vmrm8rf/CYDzzfvJLTZl7obnez07l4ZZI/lcuqvhJ9xYxK/n9egwUraVI/XgFBxRHd8LsyXsxvrT+z3Px3E8dkQOyLZ9cMCmbFZQi5/5f1+DL90Hb/gE2VQiqhHedML3NBE/QzfWqvGrWa3jCeDcZtOVYsPfS22D4EPDTwQd+Hq2aD+9hJ9LI6ZGo8eyQb2fe3L9BkOYtjqSz3cdvxDJle2fgloLxl64d5xQG3Q2RePr95LPZaltcF5eqVojmUiwc3IHlVqXYx5TNIXf+4ZbtSzGgk05ff0jSB7ZTTpImToXz2HZKUOv2UgtKVx9NtzQyDuyEy7aBYA43qWhxyYRT3nr262vYjFyfEmli1x3WKWgnqNi3tM4a4tgiT4plaNzQcrvZRfCpReSCc7jRgyZ8EY2GcySs+q9DKze3l/XVcNx82ULyhZ8z0XwiN2Ie2eDzp7rP2aR93csRyIhOiJOHS3Hu6yvsBHO6HINag24ch9csY/E/WdbPmO9eJ7P8ZOL1LrVl7U1w+m1vnzfJ/XgglJmrtgLV+yncGp5qIPlidVE9o2sLVfILVQQ1xwkcfk+0mWLxjk0zloLEdb49UmplFJiWw75o/NwzQG4cj8AI8eXNm74xYzZrqM0QoO0b01RMMrhwQV41AXqXNouo2eLSLn+2WHhmswFMzrbFWDZ5vAQXQz4sA545NSKun6v2g+X7yNxdI5kMrGh4xVXUMuVLo0u4o6rNVI9d8wE3bd//HuQyQRjDy0OPZMicnj0qfHz7p0l4XokrjkAF+8mf2Z16ONCwnXfLT3W8RvYnq2ydeZKpI5cgEgkSFy0h/zZYkdJymYh27M8uuz5UdMsD5xbjpF52qMBSN+qIt+9MsK6NXWJnguyRnK5dOCQbv1c4anMgF7XY3O/D9JkD0ypOr/pEXKzqxtyjobX48REDwdkIIdYo3mQZTvkcmnEV+5XDyyUGXlI1QwOw7kQBStMjZ+hG2vV+FXrVkuXSlD1fvUNpgiWKs3c9fY6QT82mkAKenrnkmdW8C6caCkqTu6dQiYE/sz6DYbQiM2t1hjJZqi2GULtKajdvOUNx8FxPQqZDO7dp0g/+iLSVx7C/e6DqtPVhlM9LQr5HKP5HNV6vWd6bBTx69r/xceyGxQW1bFPHtpF6oqDJO4/E3zGxmRreI2uRdohkSd/jRq/5MmgxubwTji8EykgfWppiDUMzZS3bgZDiDy5TKLhKgPrkj2kShbu4sa7qZUrFt++5aHutXRt8/J63UDshsvISuzGdskekieWIIi6rZfwRjY5OWhkrVOu0ODMzwff6+C0Sl+85wzZTHJDxnL4N7lchlwu3Vnz0aacdFMEQgW4ENQwcngnXLwbMVci63obNuIXF8vMzq5yvGuxf6sHuOd5tF3yZ1bVL4+8AC7ZQ3q5irs8pG59UgaRorXHTMiTag8Vh6YRgcecITpimrU7vVO4XM9H1hqk50tqbR1RDqL8bHHDdTL1uvLCFwqZTk8+rV0Ee6WE25ZDLpGAs0V1PT5SZZ7kAuNmvQZNcyxKmmwu3eHMidZTFMHq3L/C45EPFEuu2AeP2AUPLpBNJ89tn5go4Hl+5/fqGCvU/X1s2yW/VIVdYzA1ijg8zcg5nMM1Cff3NcpHABJHVbaQuGwfiUdeQNJ2aYT3pmHgerEU5+5yVRpVajWL3EKZdNDTIH3xBeTPFs8p4leu1bn5rvsolrs0iWkvbelyTVpB587sA2fB8ci/+Pshl8G//3Tf0hbL7ZMCGjhRes6mDQzlXjW3jYba7/OLsfsQwOFdpIPrcb3O0fD1Y6O57t2z28Yd9Sw5sBzyAKdX4cbHAZC/S+lfG3VAuq7HqZml7jXO4f3RRPwM3YiMpy4bdXPod6vhN5LL4UuJtYEoVqlaYySfU1GwdgPLCb0UyZ7DfD3PIz1XQu6bbnlcpJK4u8bhzPo36mrdYvI7J7CechO7PvZtalarRzPyngRz/Lopv2F3zJGVOrJcJ3XlQVJXHcK9d4Z8Jo3reRtKqQzTR0cL+WAeYPsNNx7x697VM9yEswslSCdJXDBJ6tL9cGaFRN3ZsFFassvc/8BZZntEA0S4USd6K06+L0nPrODn07B7HHJp/OlRsguVjnz6zaK1yUXvCEMi9EwfmoaLVFpx4vjihg3SsEvlQpe5aJHBkOufMmLbrjLgkwmV8nZwWjUHWa1vyGuuUlBgpJAlmUxQb08t81ojWN0Up2iUw9kgLfngtFKAl6oUbHdDKW+WpYr0U6kE+VymM/IRXgd9aiKj6El4vA80U3/Gl6obnjEY1kRWukQ+Oo5Xn7mHufmSUvz2TcIj1PpKPrTx9dWPjlTifhH4cN0fmIqUp8Sp4SnAgzR3sYPjBagUrkIGLpxgZK54Tqme+Xxara/2SDdEc8PoMcdPSollu4wU6yrKdXA6Ol6ZWXUtrNe5EJ/tmMumO1LBOsar9LkeM7OrymFz4Q54xB6oNRgp1TdkZIXfI6w97FBWY+tL+LJnBpFlO2Tny2ptARzeSW6uOLza1o5xNL0dkOLMinI475sgFVyPfpBNMQyEGzNkekRJPelSm5kj4XgkDylnR+qiC8gsVaifQ2fPoydmOD2/xHfve6DjuWaqZ+8sj3qg+6UCJ1Hqsv2kLt2He89M1NmzHdd38WT3tef5KqUyl0337AYd3ye61ZGG+mh2rqyarVywQz1xYIpkcG9a7zqz2xyQPUsh+pQcqH3CYXSpoop0H3sE9k2SDjNPNrh/zS+UmTm9wtm51c7PDOUwET9DV/rU+IVDv8PZbyGFcxj+Xa7WGR8tBJtD91o60r07QVYtm+ximcSB6Y7n/AsnSJ0tdjy+FjXLYs+3jgNQ+PfbVRfBuIEVyJXoE/ELv0vuIXWjSF1xkORFFyArFvmq2pDWa2DFC6gLvcZCeL4al5AOaiu63HDD1NX02SLJAzsRyQTJwHs4sljeUMSv7tZZWC6ytFTh+MnFqAFNnJaNukf7eLvhkD9bxDsw1VyLeyfILpSHVvchwm6jgp6NCGzbbTUYLg4iDGeKNDbYRbAeKJfdO5a1FtR3U1CiWrr5slLm0klllKLO40YMP7vhksmkEEKoG1uvyFquT4Qh+Nz0bFEpWBeMw6GdgVyVDae85bLpSC7bdvD9TmdMv85zobc2M1tUhsL0aBQpGp0vb1jZDFuNe55PtdY++mXtSCQoBT8/V1LKSSYVGX75M6vDSf0ZcBaplJLk6cDw2z8FeyeQyUTzsSEgPBk4iPoMZrZcte6h6cm/eBeF2Y0bflbdIR9T6Pw25Tsa4N6j6UwUUV6M7RO5NFy4g9TpMOK3fkUzkRCk08nmPMDYNdkeUe52vMLXp2aL6hwKoaLdwMh8ZcMOIiCqdWqPnIjI8Au6enbZ7v1Auc/MBXIBHNpJZraI3c3wXo98vZxL7RH4PvNRU7NFvF1jyokarrEhOjzwvDVTiaFZvpI8FDiHjuxByGavg42wHDSKK5aruG36TNPR3XuN1W3VwVwcX0AUsiQumCR5ZA/eyQVV99dFp+gf7QvnTqZ7R/z8cK6m6Ho9hms0PbuqnGmh0bN/EjFfRjjeussOwq7QqVSCXJea20iv6bO+Gg0X35eMhCUaF+2Ci3aROLGEEBuvuQ2/b6XSeVyjfcIYfoZuNAN+nRdStctcOmh2+Kyus7On70vVoSqf7+oVksENXIRRom7K3Jklkg2P9MHdHc+JfdNk5svrnuVXrdsUAg9tYr5IerXWYmBFkchcv4ifen14w09efAGpi5RxlT29Cqw/pdJqNAuoC1llfLenJAnXU0ZyEFXrdu8LU1fF6WWSB5TiGxp+48u1dcslpaTm1FhebnocKz2aIzRTPXvUrFku2cVyUxEA2D9FboOGTCjf7NlVau1KeShXqND1WGPQjDDIfFoZDBfsQCYF2cWNGwy1ethO3elUVsN04j43W8/z8X3ZqjgFCsroUnVDhnLUjRO61hR1yNXFYLBt1X4+cWoZDkyqtXhYyZUNbnYbSbGJ5MqlO43HNoO0W6pU+F2SZ1bVcRIiMpRzC2Xs4Ia8HsJi/z27lTe5Y92HKbsDdBvNzZcihZwLlYGVXTi30Ry9BW9VgHu13Hdcj8x8GX88D2M5SCVxLxgnO1vE79MRcS3q9UbP61k5iFSWR8+5dA2nafiF0aJ9k2QWKxvymEspsRtBalmwhjquH1+qVKkeEZkoHTlU6EK5Dk0jTiyRCeZFrgfLUuteCEE2iP7H14MYoAFavd5QzpzTK02Zgv0it1TB8/xoXtrActmOMkaDe2DHsQrqr0gle6Z62raLcD2SC2W1TwAcmlbRrIXyhppTAczPl/jurSc4O9fF6dsevepxPTYcj+xCGf/CCfXA7nH8VILEEB0euHLN5kEAiRllfIYRv/DeLWY6U80HoeE4VOsWE2OqrrtjfNUAET/LbpDLZvAePEvy4gsQQpA8uAv/zDKFZKprt3Db62P4RZHuFMlkgnQ62cW54AUp4cmeDg8hUJk6B2L6xL5JhJQUivUN3IeCMUXfPUk2neycKRvV+IX3oe7XI0DuTLF5D7poF+L4IpnUxlKvoelU6lZzGxmg4TzZhxnG8Bsygt7jHJpNT1oNv3w2gxDrn+UXplCOFvIUcjksu9ESKYo25VQySPvpsuGEoxxiM/xCkgd3kSnVqa6sb/BqrVonM7uqGrIAhZmVlu8m2yN+XW6atWAOoDyxQGL3DhIjOZIXqXqPTDAnqr7O1Nj4KI18cMOt223H3PORySQilVCDo7ucyJplkRACeWqpmS5yOGxzXF13JLLu1vGkh2U1KBSUXB2RD2Ke/D6pLLbVILtYReyfjB5LHJwis1zDrm6shmF5pcrxE4vceXf3dtwiUOj61R6GKUky9Jinksg9O8gubsxjLqWkXm8wMqIM+HBGXUTYhKDPvLzwc1OzRZXuBiryl0qQ32jEL5z3hTKwGo22yEd4Y+ujOEVG2smlZjRm3yQkBNnZ9afYhJHNUPENDcC4AtyRYtNFcbJth0w6iTi51DxemRTsHlfpZqw/EhnKMD4e1Hz0rMFao9i/7pCbKzUjC8kEcu8EufmNOzx83+fM7Aqrq51ddgftmGxbKtLt75to/u3+KRWBPwdHzO13nuKOu051j8r4fjT2ped8LstVtTsTBQiiTuybJFm2cEqdtc9roaJ1RM0k1Gd0ppb1ayYRKquZuRLk06puDVS0+8SSihCsN8IQRLqBvhG/KALf5XjV6w6FXFpFq0IDa884pBLKyQY01ukksi0lVyIhyKSTna3xXS8yYtSx6n49Zhcrar5Y6LgKHB/5ueKG99WZoLyj+xzStWuUIfh+CxVkeB9KJnD37CA5u3pOqdfFUq1r/aiSzWtGsHqse8/3Sc8WlVEdGKXJoMwlcXZjsoV1ffv3KF2gvWlcM+LXe8+vWw3y2SzusVmSFys9J3lwJ/jKwPJ9H9tprrF+aZ7QWtsKdJ2DGfYM6FULbFkOuUwKMbPc3O8B9k4AMFqsrz8Cbzns+cpReMm72f23X8H3ZUvTmfaxQl3TYsNI5MyykiWfUSUHlsNIxTqnsS+gnJGdTaBMcxdDHxJ9Uj3DKFY+rG0L/yaRIJ/NrjvVsxozZMJ5L3GjI1qsqWTP1t6NkyqVMhzfECcTGDP1h2YHlsl1PTi7gmi4ZJ56jXrv+VJrNDMy/MJxDp0Xd7VuU8jl8E7MkwzkSFw4CVm1EQkh1m1gxY9XOqU8YR3ROU8pTWFag99VNotRVyJLNZIHg66ZhSyJPRPk5krrivip4bJKsbRsh9HRXM+W/VGqZyLRHHTaRuNskYTrkYx56BL7pxBS4s5szNtajqXiVapdDFLXV578HnWkENxEFsqI2A1E7JvccMSv0XDxPJ/poBNtx0bd1rShq6JpOyTqDonVWlNxSiVh3yS5udK6a+l8Xw0xz2abhl9HZC1cT7mw22h3ubKZZKvhl0nB3gmSYVH9OhRg11WRzaYCrD7b7qcAd/VKO2TTSVWzFk8N3z9Jem5jNR9RDVYu3TX1p70ZTq8ULmepQqraiCKQAOLAlIpEbtADPHu2yImTS9x/dLYjkhl2M1yzCUHDIbtQbvWYB3JtNBJZrdnRWuvWJTFqa98n8mHbDvmFcqtCd6GKuqYXK+tOv47qUvs0kwj3r17NXcLjkTy92kypBHUNrNbIO/66jlmUyh1ca6lUkmQy0aIYtjs82lPoVXlAg5GGpzrZhvtEUBOcDqKT642SWrYbGciZLoOnwyyK0MnXK+KXXWiL2gb/bjTS7bpedHyq1S5zSJ3W6FXPzJNSjcxqjcTB5vXo75sgO1/u6C45KJ7vc/c9Z7j9ju4Oj3Ddy2Syd6TbdsnNl/Av2EENpQ+IqVFkNh1Eu9d/zGqB83jX1ATQpWQn1MOiDKcue2ujQV6Cf3qZ1MVqDmmoW+QXgpEOMed5vzRPiKU4p1SEKptNdToX/P5dUOuWQ8H1oWK3ZhCF81uXq+uK+IU1vOPfekh9ry/dp5qoxfYJ0bbf93JAJhKCxPHFqGt5JNPqxmpuw70i7DZa6eFIJmUifoZu9DH8apZNPpcl0WUI5EZGOoQpBSri1znoM/JK9yn098O0hwM7O57Lb2CWX82yolSdzOMfBbkMIwuVHhG/3oafGuWQxTs+H+Xii0SC5L5p/NNL5LOZzmjdGoTHt5DLIoRQ8wDb3yP0tKbCuU6dx6xSqzNRVH8XRvwAkkd2k5ldxXHdgRvP1N06Eh/X9XBdXxVjZ1LdIyd+UEvXJ7ImA8NA7IunegZe15mN1VfYwWwtgGr7hkiopIRR5R433Hpo+MUU8/2T5BYrG+tSGdwsRkeygTLXpmQ6rSmV3bysdsNtbXARcnCazNlS0K568BSu8JxlOyIMTeW83cBqlyucGTZSbUDdaRp+gVzi5FLXeWT9iLy/gTyqBrGt2D9Mv+4zWN62HEYr4UynmFz7JqNi//Wey3i7/WyXId3N5hv9azVFWDsUM7BCw8/aYNOZMOru+bIjyiA7FOAehl+toWqoY8crcXCaVK2B3aUp0SCUSs1rsKsjxm92/+07NmGuzSANIiDZ5eq6I2tRTVEmRTqdVCND2tfCGhGGuhWkgZ1qizAE+9fIShXH8QZOkVWvbTo8IFCA48p9Rypx673IttWsspGVIOrblvKWDCPw6zhevu/TaDRTr7OZdNdUdXUfSvSsNbdC4z0u1+5xZDq54Uh3s9voCFLKTrkih1rv+yOAeyLQKw7H9IoDU0quDY50qNca4Pn4rke1y7pvdqnss+4tleIsD0xhuRau76qGfBdOkl2qbqw+P/ib0XyOXCZDtd42FqKji3nnnl+3bUbCLuFBSUuok2Xm1RqLy9YvzRNaU5xBXZftc/dE2GypSwTe9yWW1WCsGHyXIMoHRNHu3FKFRmNw52jD8ZC+T+5u1X0zsVwls1JrMR7DYyP6RJQtyyWbTiGOL0Y15uHelVutRTWA60F1MIXJHYUg+677fEHT1dPQlajGr2uqp9XR2CWkkM/1nNXSi0rdIp1KkkmnYs1K4gZWcBGlkyqK1W0zPL2EO54nMZLreCqa5beOoudq3SYf3AyTF19I8tAuCvPl1hq/0PDLh/MFWw+W7/tqyCoJ/PliFPEDSO7fiTez1LPTVT9qltVieHcdCxEoTSIZ3thaFQHfl1RqFmMrakMMvXLq590kg46cg0QjfelTc9T7hEpSvmaT9TtvuNGg4SAa2SuVRYY1FLHUstBbJ4LayPVi2y5jozmSCdHRSEVKqWRJhYpmd2+ue3aVhON1eA4zKzUa5fXfbO2YkZXrZjBEkbVQMe/eRCUfjpOIy3VgitTsqvJGrsMDHEU9hID/vJNcsBe0ROeCazLRw2CIFM1ACYhHsDg4DaeWVO3gOgyseDSGY/MIx+tI/ensbtiuCPg0HC8aYdKhmM+VSHRrS78GlqWcCqlUUhm0XWqdlPC9I2uO45EJR0zEUpzZP0WqYuOE4zrWiWWpOiwIlM4Y7SmovVLe/DMrJDxJ4lBTAU4G59Q7sbGaokrVihoIdZt9qJotJXruE1JK7KpNerHcasCHht/S+p0x0fWYSSEIUsvaDO5wgHuv5i71eoNCNq0cVPGIcmDUhMOsB11jLeluwQ05m0m1Rvy8dgO+Va4woho1nNnfuu7FmVUSXfbF/nKpz48ifoFM7bVOMn4Oe0T8CstVtQZ3BjN4kwnYN0l+g5HucK+aGM22/B7RNoe0Z1OjU6o7ZSJmKCcPTZOqb9zhUS3Vufr3PsmVf/hZSsXO9Ov4QPKeTaCCkoMw86TqBMbWvimyS5V162CgdK5cJkMikejqwPfb5ha3z5RtOMpQCY340Jmc2DMB2VTUYC80KNdK8wy/Z7i+QK17KVvTKtujyu1/LyUUwjT3fbF9NaU6fGbW2WjMthxSVZtExYanXwFA4eRS6xrzWo3kruVJduCArDtwUbCvBh1Hs0vqfG543mcuE+xdPbqNmlRPQzf6DXCv1Osd9X0hI7ksDWfwSBFAtVZnJJ9XnfoyGaUIxDeucMNJJXs23kieLeLv2dH1/RO7d+BnUnjrKHqu1i3yZ4swmiOxa5zkoV1kF8qtm6ETGn6BEdy2EYYGXeQBi9UfJg7sxJtZJL+BWX7tMxTz2S7Go+urYxV6dtpkqwZ1laHBkDgQV+h2IZbKJGxnIKM0jPZB0JRlvsTkC/+KQ2/6dGdaRngjiyJrPSIf4SiINg+dTAhSG6xhcFerXPxLH+CiD36zM7XM81WNSdjcpUfET4TRxoOthh/EjNV1YNsOqYpN9g8/zfjs6popgr2G5o6GRsHBVkUzUbFJVe11GTKh8lv4p2/BL3+Q9N98qTPyEd3YuhsyUeF6aMi0RPymoGSRb3jrimJFhf43H4dnvx3e+u/BIPjezV3aU/HCG2G+m1z7pxC+ZKRsbSjil4vVobiu39JuPzpv6eB67FoTqWqdANgbU1CCeiy5gUi3lBKrZnP4C/cycnyx83uF2RTp/qmeMopENuUSoTK8wQ6HtuUw4niM0BmJhHDsS+99QhnKZRUZjJ/H3WPIhCC7VN3QeUwlBclf/Ed4+d+Ry6Z6to/vZpCqml2H0XoDbLc1shYYW9n5sLHRYLJF675qw9PfCm//TxVVjiuFYWZARnUlbl/3oec/M9/FsbBvErFUoSDWZ/iFcuXnSvDHnyUXNLiIZxcI11ddWZMJhOze+dqyHXUf2h80gAr/9sAUucXKxgw/22Hn146x55l/xuR3TnSmzblrO9SA5giTmKGcPKwMGvf4xhwe3m0nGZlZYezYAs53TnR5QTNK2qu21Vkqk67aJA6q+7bt2Ti+Q/rATjJLlWiM1HqoWw3ygUN/pNAlcyu4BiNHd5seFmZuhY6N5MHWDCcZOLrL1cBJvEaaZ5TiHN77gEyYfh2/n3lhbX6noRw6unLLgeEX31dBjU8IG40NuPYt22k2bnrKZQCMLrSt0zbHQvuxCr/baHg9hhG/kSzsyJMJjOd1lxxETqIU+S7duKMMDxPxM3Sj2dyldUNsOC4Nx2W0kO/6d1HEbh0bT6VuMVpQf5dICJX+2K3GL53qqgS4nkdqrohsv6jD7yIE3p4diNODKyg1yyI/VyJ10Z6oM1X6bJFa3Wq2OXbbDD+v+0aYDy7uMNUTILl/GrlcoeAL6najVUlcg3CGX0ghMLbj7ZeF56moWqp7xK9cVRthZq5IYtd4S6Q0jP5lFyprGn7xaB+odMCd33wIUXfI33WGxOxqS0qTjKca9Gi/3AgUOn8sB6MxB0Mqib97PJjltz5PmOf5jH/jQTIzK+z89ztxFlu9te1ydVM0XddTowmg1ZMfGH5idnXdqRm27XLhVx9AfOxm9rz/ax1pLM26it6pePV6g8JSFXYEHRdDAmV4velS4c0m9YV71Wd/4Z7Ozp7ReILucoWKfPZsUR3TC2NOmeDYjSxVotTgQbBsl1QqQfJzd6kHPn0r2UAxj45ZWwOCdidR+B2ycyXV2WzPePPJQBkeW6ltqPnGiOXAL7yP0ZtV7Uf8pt3sppbC77G+LEsZfnI813oeA6UzNbvadTxKP1zXZ/Jrx9j5t1/hUX/x353fK5Krf1OjRBcFOPp5gzW3jZLFI375Qzzypk92bdsfGVg95uWFMw+BVgMrlUTsGSe/srFUz/GFCnz5Pvjmg4yfWO6skY1SPTsdROFaHFnqElEey8FEIdpD1h3x+9L96li/+4tkU4mgC2fQ/Cny5Ce71k7X6w3S6STJM0XYOaYaSYSE675Ub0nnHlSuwtv+E97/VXZ87Gb1veLRbs9DppKRotm1CZQVzPCLry2AA1NkzyHVc+9/3Y1wfS74/L2dCnTUdbH/OIfk7Cp+PBKJajIGIDc4xD0ZM/ZSt890PC9ihl/Ck13Trrzj6rPjteZVp0pq/04yJYtacf3RyLptUwjKVkZyOeyG06JTtJe2tOsUpapa85mzRcSOAolgtiOodE/v1CJjhTzlmtI91krzbIQpzrnmWg3rzuPnM368hN/ayC5Mc0/Pl9Tonok2vTWW3t+RFtkDZfgFx/eq/TCeo7BUabk/hvuViGpuW9dXmL6dD8eMhYYfwN5JUoHht9GSg2wmTS6Xod7WbTRyvJiunoZu9Er1jNfjdWO9Ix08z6Nu2Yzmm+9XyOVaPFYt4elkoiPqsbpSIrtYIXO4s6NnxL4p0nOljtk0vajU6hTOFqMOnMmDuxANl3SxHnmsmqme3ZXM1bLyfIWt61vq6PYHA6OL6jiFm+FahMPaC/lmqu1IZGzHjnmwGYbdm9o36UrwHZJnVkkc2NXyXChnYaG8ZjQyHu0DpZwXQmUMGH1oocXbGsmRCiNrXRSBekMpwBd2RnD9fRMb6qBp2w4jsRt17s7Wzp5RHWkQYWhPY1HvoWaGqU5qMdkCwy+7WN5QN8gd96qmQ9m7z+A7Hk68IUV7SlLb8fKCtMTcfKk16gGRMrzedCnbdskIgbgvaIb04CJ50eYRbeta1r72a4GimTi1oo5PvJg8UFYKi53F/v3lclQ90W2n1AOrNQqlulKAw+MSRfx6RCLDWWZnVtXxiae8BOcxv1xd1/oKvbfTn7sbvnQfY3/2n0reLs1wRDhipYcBn12stKYjQbPRxXy5M4K+BpbtsOPO0+rvl6p4bVHD0AMso7EJPQy/M6tKubogtu7HcnjjOVIb6HDoeT6jt54gtVoje2KJ5LG5jvcI52r2au4S1jkBrYYfwN4Jcsvrj/hZtsP4Q81Izuh9s1EDmkiuoJkEXY5XFGEIGlnQPlf2wBSJKK1yQEXTcshkUiQChwJAYWYVaBqPTedoaJB2Xo+FfEaln+7vjHoAjKzUsW13YOeCZTkkpER85zgAmVvUv/E1KrzYaAJo1iIGuK6H53qqqVL7OTwwRbJq4yxX1r2+rKpN4YRK0xw9Nt8lkyI4n/nuaYugyiHSZ4u4F+xoKkQQKznYmMMjeXwRZ+co7s5RssfmO9d9kOopgzKNbp2vxYz6bvE9v+E1kEGas31yfbP8pJRKDztbpvgLf8VIsE/Eo36dPQ3a9Z0q6VQKTi+3lI5AzPAbKVCp1Wl4jbXTPKNRDmlYqcH9Z6OsinjGTjgeqltqbLliMVLIkpgtquyh+HkEFe1eKJP2/a7p5r3kGlmqqPfaP6nGTLU3IVqj63UtGuWwqhxCMccCe3eQmCup+vV1zxd0yWZSJBIiaMomu447Ml09DR1IKdXG6Psdm9Kahl+uixHSh6hDZSFH+aYPsvz8P6KQSrXV0gWLtUdDkMrR0yQ8n/yl+3t+TuLQLnILpcjgWYvycpH0YoVUzPADNecrjJZFjSTCesc2o3KlVGF8pIA8uYjYOUZirHnMkvuDqEdQY1esDFa/Ex/lEDISREsr8WPuxpQmukT8ajXy2Qz+qYUWgxSaht/oGrP8pJTU3dbjaVkOhbkSXHsQmRAUTq20KtFhF8Fwo+46AqNBdqnS2tglQOxXXuD1e8KUceQdmkYKKJxc7mpgyT6pnpatGrvIcLh2yJ5xZDJBbmEDNUW2Sy64ySbqThCd64ysiXz/yFr6bKlToQsUqZGl6rpuIJbtMFax1Gc/6VEgJWPzZax4/U7QNVD0MEjrtYYaNRLv6BkSzg4Loq5dGxx0lcsll06p1MKr1LU+EirA4feLFOAkUnRGiiKDdGalU64945BMkF+s4LjewFF4VdcEhcAgTcyVOsccRBFl1Zm4Z9vxpQqi3fAbz+OP58gtbMCxYDnkzxZVFBFIBw0JQqJZpOnejbM8zyczV8K7YLyjNsTbO6k6HG6ge+bI8aXo98LR+ZbIr/Q8lXqdCsYmdO2e6arRKvGRCSF7g1l+60glDhsS5efLKkI1PUIukLHDmx82nWmTK4wwZOeK6ljFU9VB1dPNLFMoZAde93XLIZ9Lw4ML0TVdCKKs4fgXEV9fbffIcGRMPp+B0ys9Db/8kjJWrQGHplu2w8RCGVF3YN8kifvnEA231eERzpMNa83b1oltu6peqtrojPgFv2fOltY9X1CeXlHn6cp9pOoO3tlSy/NRRCaIfHSLRDYaLtmFCrL9HI5k8cbzag7oOvF8dS35eydwL9pF7sxq53fzvOa4I/VHrd9NStUxFjqMZXuP0jHcU4vrMpYtu4EvJePv/wr2v91C5u8+D9C9tKVHx+RiucrE2Aj+qcUOwy+xfydytcooAt+XrFbWjkjGOyXz8++FH30nyVMr5HNpqnEjLYzAJ0QQ8VMPSympVCzGxnJwZqUzzROitT9RaVAZcEyUVXcoLFWUEyybhoNTZOZKOE7sntHR1bP1WIUOovSpZRXtixukF04gzqySTafW7eC2Qucozdrblhp409XT0Avv5AILj/gFdn39wY4av0qtjhAi6r7ZTjqdIp1KDdzZM4zsFaSg/r7P4373QcbvncVuOLGLqJnq2c3Lat+rFK7cZQd7fk72kftIWi7VYN5fPxqOSyIo6o5m0QTGUH6x0jTS+sy1kVKyWq4wMT6Kd3yOVFs0MhFE/NILJZLJRDRDZy3ihnf59z/M8jPfQMFR56gz4icQPbp6lqt1xjJZ/DMrHZu02DGCGM8zslSl0t7ZK0bdtfBlWyqd7ZA5W4JH7EFesCNoQ98j4tejeL1eb5Bdap3hF5I4NE2mVMfuMpOsH2HnS3HJHvwLJ8jPrrbKFct9l6nucqmUpFKnZzqpUhmzS+urR/F9H7dikV6owA+oWoHCmZXW1tJrpC7W6w54Pom5Yqchk0vD7nFGFisDp7FA4NFcDtbjD1yu5Dq92uo99HtH/HxfUq01GBkJDL9DbXIVMrBzlOTpVdKp5EAKsPpsh0LVAsuJjlc2uE5DD3CzEVSqu5OoYjE6klVytZ/HVBIu3BHVQQ16Li3LASlJH52Daw4AMHJyqXvNR5/OxPV6g+xCl4gfwL5JZUyu2/BrkDtbgqdchhSQOrXcddBwvy67th3M8OuhOG1k1IRlu+QCBVjm0xTOrHY9XjLZJ+JnOxQWy4gD052e/L0TpBYrOPH7yBqoGX5SGW17J+CSC0gF66tlWHqoaKaSHdGYSsWmUMgox8KFOzpTqg5Ow5lVRrJparUuYwbaiIy2bBpOLClHTCpB+qQaBF8MmoO0jDxqW1+WrWZwFjIpOFvsXF+7xiCbimb5dZu92o16vcF4mPr+nEcjPJ/cUrU1DS9sVJIKSke8zvtFtlfUNsgMyC2U1tWcynU90qFh9P2PUnKcWGp7kY+fTCidArrWTttWQ42ZaDdIAW/vDtLzpXWVaICKhuYWyvj7p2B/92tHeLLFadu+57uupxwxkwVVExaX6wIVOUrOFVvm5a1FtW6B75O65UEA5LceAClbI35e754Gvu9TqtbYUSjgzSx2OpODHgJjK+r9Viqthng3LKuBECqThjtm1Jr+wj0UCllqsTUaNYFKJVXaZ3BNVatqXMzYaA7OrLY2igsJ7pk7SnVqtUaUOt0Lz/OpWw1V43coWBf7p0jNlcD3m+fS85XjMbz+u2TEpFIJ1dHzotZjxYUTULXJ+3L9GQtWg1y+tRt3NwekMDV+hnbCTpCJLnN3KvU6hR6jHEIK+ezAxcXhxpK9v2mQFe5RXukwXVTGm7t0q/F7QKWkpR5xYc/PyV9xCADrnpNrylSu1qLc6yjVc59SLiZKNgsrwc0uivh1Rj1qlk3DcZkcG8U7vtDS0RMgsWscsmm8mSXGRwqUKoMZMmFK6IgH9b//L9x7ZvC+cAeZdKuxHXqlu6V6qo6edSbKDZCyY5MOaxrzCxUqtXrPurW62yqz5/t4K1VSpTocmkYcnCY7X2ppO94cIJrsOQfLObNK0nIQ7QYDRO3kvZNLHc/1w67ZZBcqiEPTyCM7yc8WW5QJGd8Qeyjmtq0icokucrFvkuxiZZ2RNbep9Dz5UgDyp7srwL1q/Go1m9xKVSlYXRQUVSdTotFwB/Kae56P43gUQrkefzFANGcr+n4dEb/m+qrVbKSUjDu+mp3UbpAGcolTy4yOZjuH1nch6s4WduO8aj9Mj5CeWSGREJQrwX7T5liIHy/H8bAshx2Or2aZdTuP+yfVTZx11GBZDdIlC1FrwFOVoTx2ts3hETewEqLDkJFS4i6USDTc7obfwekNRfwa8yXSVRtx6YX4e8bJnS21OTyaKc69UlAtO5jhd7BzfYmDU2SWKutubW+H9XmHp/GP7CJ/ujUzQDbiKeH9avzKnQYDwN4JhOcHbdYHj2ABpM8WVYrmRbsQx5dAymjdSylj3UZVjXKoaEopqVQtRkdywZD0butrClyfsaqtBiyvIVu5bOH7kgnLUQ6PS/aovfXBBSZ2FCiGQ+qj9RWmoMqW9wAYrzfUftJuwAuhDOW5EomEaFGqexGmmBeWqurvv+8RAEysVFudTFH9VagAtyrW4VxUdWy6RyKz8+V1RW5bmm8Ehl/q1FJnt9GkaDa56BbxW6iQspyopi+ODBwe61bMizUyq3XEgSnEwZ2kag0abfXmUZQ01XnvBpXOl5svIbvtE0H2SXaxPHB2Eyg9LDdXhnKd9HUXQ8VitGi1pXqG96Kwi3nzmFXqqlnceNUBx+ua6gmQC6LKgzgXqjWbfD6DiGcp3DFDoZDBttX9rON6jOkTi0vquO5IJqBY7x7xC4y30aAmN7xWelEsKX0oE+4RoO5ljtc60sHz2tZX635fqzcYkSDmy52GXzhYfrW2Ln3CCerl87Euu9BWJ+iaiJ+hF8FiFX5nYXGlWmesR5pnyEhu8JEOVUuNckicVHUVYixP6qH56LMA/HDDySRVCkRbZC3x0DxeWyplO9nLVGpY497OYup2yrUauVl140gdCTpTZdMkLpxkbLlOuVqjUqsjXU8pcaFXJybXclBcvSOdwT+70tLYBQLjav80/swSO0ZHKFarA6VmzC2tMjE2gndrs97D+fYDQV1ka8SP2A03fvOo1Gp4vs/Yaucoh5Dkod2kzqpmJd3qNS3XwpNtaTuW26y5ObQTcXCKfHtxfjylskdzFx5U55+Ld3c+Fyp56zT8vDOrJDwfcXAniYt2kztbpNGSAhGr8euhaDaWq6Tbh8AGiH2TQQe6dSgoVkxBuexCuHCCkblS94260COlsu5EIzm6KeYcnFKKLFAfwBkTfnZuvqwihvsnYfe4Ko6PPR/VrHWppVsNohBj3TqNhhyYhlPLjI/nsSxnTYMmTI0phErioWnVhfP0CmOjOcqV4BjE0sLbm4KEw2zHus0yC9mnarBgHZGP+ByySy+EvRMUzq62RinWcCzYtksmrAvrotAlDkyRXazQWO/ssLBe7dBO/APT5M8WuzsW0r0j8I3FCumKTfJg54zU5KGdJDyJu856J9tqkJsvIw7tRBzZSW6u3OaIiSkoqWSHg0hKSb1qk5krdTfgA+Upu1gZuMFLeO0mT6+qtXFkJ6JsMWI5rRG/qKYo2aJo1usNXNdndDQw/Lpdj0FX1LEgY6FU6q+cr6xWEQLVcAZUWtjhXXB8kYkdBTzPV46TWApXe+R2ablCJpMiFzac6Rb52D+FmFlhpJBdU/mFWPOm+bJKkb5EZbSMLlVbaqWE6yPTzeYu7ZEPO+zoGcjQwkgWOTWiomLriPiF+6osZODKfch0siMdWThqzq2Ims50aaASjH9KHem8P4YOD2vAdN0QN4g8Jo/sJHk4HIfSei9TTttkz1TPsOSg676aSqr61vnywH0DIOhiHuzx2WddD8DEfKUt1VNdH2FXz/i5DB3XYaZIsr1vQNg1/PQyuWx6zSwPlaZpq2hdeHyuPwwPzDNSCGY91+1gDJMMjlcycsTU6w1mzxbZtXOMdLg3d1v3kyMwmiUb1NQVy/2vx1K5TspqkFipNY9/OKZlvtx0ELky6LHQqRuG8u1Yil3TcYK9K79aa2ngtBZhinYulYK//DyJe85EI1aizzZz/Ay9CKNE7R2SHNejXKuzY2yk79+P5HPULHsgQ6ZWtyjkc2rUQjpJ5gmXIQLFvxykNUYbThevdN1ukJ1ZQV7Up7ELkJgYxZsaRT5wdk25VkoVRuZKJPZNIWJNVJIHd5IPbsCnzi5EQ9JFIqFaaMcu0PnlVTLpFKNBG+H2iB+oOj9vZpHx0RFc11tzkLvreayWK+yemsQNDL/UFQfx7j/N2EieUrXW/G5hxK9LN7XVIK20ECgCXQ2/gztJzK6C7zdrGmPU3M7HlKc1iIYenIID06QqNna4wRFT6NKBQtcevXU90qcCJbLdEwbRJrvuWX6hoXhwisThnSQbHm6YpgTIsOlA1EyiS3QsbFvfTaHbP0l6tYa9hiIXx7Ic1Qod4NBOOLyT/FypzVBuK6jv0q0vMmR6RPwSixUStjtQumeotKmox1RUwJ6YLbYWm7tSrfkuTo/VYo2RQpb0mXAtdFFQDk7BXInxIGK42mWeVZxiWaWYZ8IuoRfsUPLNrDA6lqNWCzrjxrtUtu0VK6tVEgnRbD7UTa79k4jlKgXBQJFIUMdkbDlm5B6c6khxpk8qHgR1raEC3E1BOTBFwvVxwzEnAxINhD+8E3F4J7mzpVYvcrvB0CUq7AZz+hKHOtdXGA3x21Pp1qCxWCFVayAOTpM4ME12udqiRLekXndxEDUcT61rx+thwAfRonXM8gtHq4iypdZnMLNwLDYIXkXXpLpHRhE/9fcrgaNjMiFgtdZjfSlZs/Ml0ukkxbUMv5Uq42N5kqFhfWhaOWPOrLAjqNtcXa01B0anW5vOVKs2q6s1dk6PIsKatG77xL5JOL3C+HieShCN7Ec9vk/sn4SJAuzIk59XtU6hkSVcr9mUjc5xDuWKxehKTTW3KGRoRxyYIr9QWd+YCdtV96FD05BM4F+4o2vttEwlo9rDrnP8gvpO0eU8Jg8GDo91jliRwXWSOrSTZLC+5MnWsRBqjEksW6etIY5drpNZrnbPPIFo/ymvM+I3HmRTZJ50JaBq/LtF/JrNXeL6zgrpVDJy/LY7icTkKGIki3tygdHRHOWK1VcPqwZrcGwsr+7d0yNwzUF4aIGRIJJVLNbw/TDVU0Rz/KSE2bkiQggOHdzZ7DrcLUIqBBycJnFqmdHRnLqW+shVLteZLAX7VKgHBOujsFBuNp3xVFBAdBnfY9sunuczEjrJL2pzqIVD3AP9bOCMhcAZM/KtB+Ev/gt++YNqpmxL0xkT8TP0IlgUCem3VPitlNRCnRwf6/JHTQr5nPJqrGHIAJSqNcYKebyZJZL7pkleug//5AIFkYjq2drHOcS90gtzixROr5C9ond9X4i45AJyJ5dYKVV6vkZKyfzyKqNnS6Qu2dvyXPLgbuTMIpPjoyytlpThF3pOEk0vq3qPFXZPTeAfV0ZsN8MvsW8a77SK+AEU10j3XA3kntoxhvvQHIm9U6SvvQj3/jNMjY1iN5zmRh14DUWXFJuFlSKZdIr07CrkMiR2d3bPTB7aDa5HZrlGuU2uhtfA9TsjNHbckAkUYAB5MpZmE+sq1S2yVrcc8mdWlbe2vWEDwEQBv5BRxdQDesIg1o7+4HQUIZBxZTWaZxYo5l0iDIlwHEi3FK7wpnJm8MiHZTnKyzo1ojp7HZomO1tsTZsL53N1SfX0fD+YgVXuHE0QEtyU8kvlgWrpKhWLREKQnFlp3tj2TSJmVsjnM1TC9/A81QUyWl9KLsfxKJctJiYK6oadED0NGaRkZLlKJpNiebn/Nbm8XGViR57EzHKzS+i+SZgtMhYoIpWKFZv5Gdb4yZb3mJwYIXFqWRmP3RSBIN1squ5QCjqGroVlOapDadjMY98U6SDCEKVJh3tDj9TFatVuprx1S0kKlHW5jpl5ruuRObOqshL2T5I8spNUvdE6ysRpGqQkuqdehx53cagz4hcZXesc6SBCR8yhabW+pMSPNcuQLZHbzkhkrWY3o+XdDKxQeVquDjwr0rJjta0HpqP3HYk1bZIyiPiFNUW+j0Q5SOcWyoyN5siE36ObYn7BDtV2/tQKO8bzgfLaXdG0LIe65TA5OaKasmSCsQL7J6HukCrWGRvLKadJl4if5/ncc+8Z0ukkF144od5DtHUkDtk/CcU64wlVi1daI/JRqdokEoLEmZXmGjgwFc0fi9JFPWVgRZGPmGPBcTxqtYZqKtPNGAWV4rxYjgzNQbBth/xcubleD0x11scGTttekUgAEa7pLo6F5AZLDggMRXFwKpqDKYIGVdHnhs2DeqR6eqeWEbJZ9tAh94FpcvPlaLzCIFTrFiMLFcTEiOprkM+QX6xQt+xml1ev1QkZOhtcz2N2YZkLdk7hn16GZILE3tZjJoQgsX8nzqkFxsfzOI7XN6NiIdijovvIwWl4xG4IRj1NTBSYnV3FcdxYhFSleqq9vsLkRIF0OgnHm1kPXTk4DSeW2LN7B/V6g9tuP9k1A8VxXKpVm4mwv8Dh2ND1dJLx1VrzugkzrqKIX/MchlH+kdCJ2a5PTI9AJkU6OAaDpjmHzpHMHUFW2+kVRov11oyHaL9/eJpQ2yK1EOKZQoj7hBAPCCF+o8vzWSHEPwXPf1MIcXgbxDx3ekT8FlaUF2V6RxcFM0bYcXItj1PdbmDZDSbGRvFmlkjsn1bGli+ZXrVZKZWRUjbbCKdTHdGY5VuOknB9Rq6/ZM2vlX/sIxk5uczcydmer5lfXsWqW2ROL5PsMPx24s8X2ZHKqE3VDeoXoCW6sFQs0XBcFZk7Pqf+tlvEb5+a5TeWSJJMJFhYXu0r/1JRKTqT46N4x+dJHt5N8uILkOU6O1FesLkldbOKZmC1pXpKKVlYWWX31ATeqUWSB3ci2hsj0IwCThQtSm0pI92ifRCkvM0HXS9z6eiGmZ4t0ggVk/DfZFNxanmPekN1ITyys7NhA4AQ+HsnyM2XBk7hcoL5ezI0joIbZiKmRLekliUTnRGGhks27AzXLeIXGBHJucE70Fl2Q6U5hYrF4Z0kqzbecrWpDMaau0hBiwIcpnZk58vq87u1aA7ee6pss1rs782UUrK6WmNsJKsG1YeKxf5JmCsyOZqjVKorgztaX8FeEcg1N6+ifNPTo+qGvXeitQNqJJd6b3FqhempUVaLtZ7pnuWKRaPhMj09BieWW1NsPJ+xoL6vHHYiRaWFx/eKYrGG43pMT40qRWD/VPdZRsF7T5ZUY4C1FGDP85sG/L4J9Z77JkguV0k03KbBEE/1jDmJQqpVm9GFslLs4zP8ouOlzmPy9OrADSUsyyF3toi/bxLSyShy4Z9oRhjiEXjZZd0DytiOydDCBTuQoQEwIFLK5rV3YKpZ2xUzHpup14mug9JrtUYzu+BwF4Uul4bpEUZWawOPC7HqTiw9eUqdz1SC/EIZ11W1r76UQXOX2PGSsLysmppceOFEMzWtm1zJhDLsTy0zNTWK6/ocb4v4hONBjgfnKTL89k4o4zzsdjyzwvhYXjWxiCt0wfEqBtfqIy7eQyadUsd391j363FfmIJaR4j+KahSSlZWa4ynU6pGKVwX+6dIBVkUYeaAcP2oYRa0NhkLo/yZMLugG/snSS9WqJf7R4jiWFVbNQQJDG9xcLrzfuG2jjvq1jkzcXoFd3q0OeQ9zoHQEbM+h0fizCpeLq1SDEeyuOP5KLU8Llu47qGzE2q0vnoYfhycIlW1qc2vdn++DRk0ccnNlUgeCeYWH9gZpfeHnb2jc9fWaGx2YRnX8zh44W68mUUSF042HYIx1EiHBaanlKP7jjtnOtIYpZTMzZc4O1dk965x0qkknAz2/NBwe2iRfXsn8YL9WYQD3FNJhIR61cZxPHXdgNrvp0bUnNtuHJqGMyvs2lFgfCxH3XK46+7TlEp15hdK1OsNVos17gv6UIyvtpUKJJUTsRDU+DcarkpxTjQzruKOhWKpRjqdJDUTOE3a70MJldGSCiKCg459qVsNcrl002EBjN13NpqHCG0OtYchW274CSGSwLuAHwIuB14khLi87WU/A6xIKR8BvA14y9ZKuTmEiyJeuA6wtFpkcmyU1BqLZnJ8FCEEi6ulvq9bWi0Grx/Dn1kkuX8nqUcqY2vncp1q3aJcrUUbX6ItDc/zfJxbHwQgfc2RNb9X/nsfhZCS0tfu6fq847rcdewE4ysWwnYjWUJCY2hs1cJxPfyG0zT8konIA/bgzCzpVIoLd03hPTinRjmMF2gnuS+4MZ1dZff0BGcWlnre3KSUnJydZ3rHOJl0Gu+hOZJH9kS589mFMmOFPPOh8die6hlssKVKDbvhsGtyQr3HoU6DNP5dd6xYLR1HPd+j4XXfiOxAARZB7UJzgHipo+tic2B06/et1xvkZ4uIbvV9IQenya6jsN6yVCMJf+9E1IFTJhMkT680GzM04m3tOxXzsJGEPznSOlQ+JFCccguDd/a0wjlk4Q08UBRz8Tqs2HwumUi03EDC1M30mZXu0QWIDKzxoprRVe+T7lmrN7Bsh12eBNtt3tj2TSpnTGCYLS9XgqG5IpbCpeoWZk4vMzk5ouowji/2VU4AOLXEBXtUBOLe+2c5O1fEDxxOCwslZs+uctfdag7d5I5Ca5fQwGBIza6SC7okRh7NdHMunZSSUzPLZNJJJiYLSq6eaVLNtB1Yu9g/VHCzs7GuqmE632KlGflwm4p5e6pn2BSkMFfqbixAsGYFuYXywPOm6pZD/mypoxaFuLIaRpTDde92KsCpM6tdOwgCkEri7h4nNVscWDF3XdXSXgpaDL/Emdj1GG87nhQd3TOrNZuRhYrqKntBD0fk3knyyzUqFbtnVC3+PWv1RnPw+v6poF5qMooslsr1oKYo1kxCSqTnMTu3SjabZmpyRK2vhOhtzByYgpllpqdGufCCHczNFZk9u8rqapVjD87znVtP8J1bT7Cy+v+zd9/hcV1l4se/595p6t22ZLn37jhOJ5CQhEAIEOrCUsLCLiy9LH0J5MdStrDsLlnYpcNSQkmABBIgBQLpiR07jnu3Zcm2etfUe35/nHtnRvLMaFykGcnv53n82JZGM0dT7r3ved/zniHmz6s33fnSt2Hw/m7todQtj4y5k0BeVQwJnWxPX+lNJBzsyP7+cu/TPt5HRXmIru7BrM9ZT48b5HrvlbSMn2rrJeCzkhMmY8sW0ytP+vqG8WuNOtmf87lSjsbu6E9NHo6npdus+3J/V2tuHb6RGLHOtKqCuJMz4xeNxgm29+Nk6CwNnNGEB5hjVfq+gPHGKnwnekfdRrllqMmO3GPKY5P7B2YNls3XrbYeRqLjl6tHY2ajdn9rT3KC2p5Tn9zYfMhbcjO2w7Q7rtaTHZQEA9RVVeIc60puVTWWajbve59tmc8J8Oy2owwPRzh0uIMDB9vZsbOVg4faCYX8zJ1TCyNR04l2bh0scN+7RzqT6/yGhqJpn0fzWg67Jfql3lrEQzne92DuO+7A8V6WLW2krq6ccCTGjl2tHDjYztZtR9m1u42BwTBz59QTaOszE8glaaXJc2pNN3NMA5hUV/XREwtaa/r6RqisLEEd7Mi8nAWgqRrreB+hkD+5Nn084XDMbOFwrNs0NSoLUrLXJB6Sa2Rljd9puxjYr7U+qLWOAj8FXjHmNq8AfuD++w7gGpUpnVLsRmX8zJc6evro6R+ktip3mSeAz7apqSyn0+t+mUXLiQ6CAT/VgQBORz92cx32/JkmbX5yAKWg5WRn8sCnAj53vYebXejuoWzPCXRdOVaWg82ocW1YhLYtAlsPs22vCRi9bRdOdHbz4JNbGBgaZlXY/P6+laPLR5N7+bkzYYlILHXh6wYLI5EIxzu6md80E59tkzjcjm/BrIzj8cacaO2mqaGOSDSWLKdNF45EeXLbLobDEebPnoXTO4juHcI3f0Yy8Eu0dFJTWUHvwGBap6tUiY0XlB5qPY5lKWbUVJI40o4vy9pIq8nMRJX3mDr/kYi52MyW7QMvw9CfmpkrC6Jrygi1D6QFfmmlZRmaSQye7CPYPZQz8LPm1hHqGGRkKP8NV0d1//PZJGZVEjjRl8rOpWf8rFP3F4yEvU3Ss5xsGyrQPtNNLZ/Az3E00aEovs6BVMmhe3IqOdGfWl+WYw/LoaEICncdV7YTW3UJVISSF7TdPZnLf7TWnHQzKNVesDN3dIBV2jlEKOSnq2vQXDhZqZMtCYfOrgG0hoXzG0xN3KHO1Ml6rNoys6anpds9ydczNGQuAJ7ZepgnnjrA/oPto7IevoERGIqcEmDR0kMo5Ddr10ZlsMzzNTQUYXAowuzZtdhggsesz5dZq2S1dFNWFhx3zUf/wIjpjNvae8rzFepMC9JGvY6jM2sjIzFisQTBtt5TF/p7fDY0VhPqGGAo7/2mTDmk5V1ceFnDtHVJqYyfL+PnMRKJEzzZTyJTWazLmV2d7Bybj2jU3cphRqXJHsw0F9GB9oG0z6MXkNpot2lDuuHhKGUd7mc6W4fppmoCHaZqZLxOlb19ppFCaeegKTH31pvNq8PX1ottW3R3D6Hjjtlf0E6VOccicQYGwsxoqDDVE0c6s2e6wbw/3IznnDl1lJeHOHykk117jtPe0U95WZC5zbWsXN5E46xq8zPHelLHCe/vYz0mk4d7LmL0cTUaiZuN3y3LfB4PtGdumAVpWcRuZs+uJRKJc/BQOz29JsjTWif/nDjZh21bVHnHCe9z2FwLsQT1cSf5fCb3k80QYPUPhKkdjpkgLdsEkbfnZ3t+5Z6jssnzRk946LSyTOUt0/DGNTajPBJ1j/dZxuW3STRU4DvRP+6kgsd0g+wnkVb67syuMZ+vtM+dSrgNcWz30nHMVjm+4304Id/oTb/TedtgtPfT0d877rj6h0ZQ0ThWRz++BeZ6wJ5TD63do7Z00GMDv7i53mnv6WP2TFM5lHAn8DOJN1Wabsq9wyxaOIOSkgDRWIJnn2vhxMk+2jvM8o0F8+pZv3Yufm/PVjCvZXWp+XOoA9u28PkswpFYMgPvBVkRdzmCt48dh3Mc79OeLw534vPZLFk0k4ULZlBVWUJFeYjy8iBLl8xizapmGmdVZZ7QnFuL1dqD32eZtb6xhNvUaPQa+KMtXcTiCeqrykzmdn72wI+2XiorSujPI9ut3c7DJUG/ec7m1cKSmQTcMtdkuWj69dcUVIjAbzbQkvb/Y+7XMt5Gax0H+oDxI5Ji42X8HI1GE48neGLbTgCaZuT36zTUVNE7MEgsnvlioL27l/buXhbObsRxZ83s5npUwGe2UNh/goaaao53dKUyfv7RGb9DR1qp2d5K6AVrMpYrjmWVhQg8byUzNx3hUMtxHnjiGf701Fb+vGkbTz63m0g0xoYVSyjZ1YoqD+FbMXpDeHtpE1iKwAEzi5KIxpMZP6/pzPEO94TeaE6wiYMmM5eJl/FzWruYWVeDbVkcaj2Z/H48kaC1vZM/b97Gye5eSoIBmhpqSbhdT+0FM7HSAr+qijKisTjhaNQ8R75UVyntNuY5eqKdeY0z8XcOQSSedWzKtrCb682FENDZ04ejHUbimS86tdbEewaxB8KjD4pzaynpHExeACcvNN2uZeklXPF4gsR+t6NntgtgTEMJK54gmufC+vBIlFBHP1bawd+ZUztqwX+ytCxw6jpSSGX8VLYTiLu+K9iZXzOJSCRGoHvQXPQkM2vVaJ9FaXt/csZcxxM4tmVmiNPKibXWdPcMUhNNmA2Us2WwlMk82K09lJcH6Rqzlk5rTW/fMK1tPZxs7zdd0MY2ZfHKMlvd0rLhiJtRVqBUcs3awGCY0tKAaSPdMWCCtGzPl7uo3juxNzVWs2H9PBYtnJFsQ11aGmDxoplcdOECli6eZco8IfV8uWsrONrlBn7RURule8eKHrc0p76uHNoHYCSW+0JgTi20dDNrZhVDw5HkepNMOrsGqHI0ajDtfe9emJf3jiTXVSabb2RoUNXbN4RvMIzVN5I9UHbHFeoYYDDPbqOx1l7saBzl3WdJgERdGf4T/al1O8nAz8q4tnV4JEqoYyBjgwuPcidihvLMRHrbomjvdfTbODMqR22HMrrUc/SayETCYWQkSuhEX/Z1O2A2FW/vB7c0MZeTJ/vx+2yzT2f65M7cWtSRLupry+jqHiQeSY1Lu+vhvAxDmZcRPdyVe1xz60x7+f4RbMti9crZrFoxm/nz6lmzqpllSxuZPbuWqiq3SmQoYprFeAFfacCsAzrWjT9gju/euNIrFsxmzm7weaLP3M/iLIFfdYm537YeqqtKaWqspqNzgN17jrN121Ge2XqEpzcfYvuOY/T1j1BTXZpqHJTM+Jnx1Q2bfQN7+4ZNc5e0AMv7HESjcSKRGFVeU6dxKgNC7QN5lezGYolUSf6YwC+9BM7bZiLT2kOAcMcAgd4R7GwZGcBpqiZ4GlusRMPmszRqPeOcGoJdQ4TTsjpWPGHWanoX52mZTm8bFKexJvNSCEhrIDRA3+AACSd3prR/cMiMS+tkBZA9twGGwpTHdLJDefKY5fe2pHFoOd6B1pr5TbPQ0TjOid6Mk/AJnSDR5GbmW3vw+WxWrZjNvLl1lJYGaGqsZuGCBtavncusWdWp67mj7nssvSrGDWYCAR+RcAzlOKluyUA8EkMpsG0LBsPQOZD7eL/YvQbaY0o5lVLMnFHJyhWzWb2qmTWr5lBXW055ecgch/YcN92b082tQw1FqFWKvv5h0zXWZ5teBgqImzW3x0/0UV9XQY3XiTdHxo/OASpDfhIJJ7W2PotING726ozETXDdXAtLZ2If6AC3dNw8OakJtaloauYp0yil3qGU2qSU2tTR0VHo4YzmntAsd6Fs36BZc7Rx1dJxG7t46qtN+VZHhqxfd98Am3fupaK0hIVzGk1HT1IZMN+y2cT3tFJfU8XQSJi4m21KrvFzHIbDYcJbDuIbjBB84Zq8f7WS11+Jr72feU8exmfbWLbF8gVzWbd0IZesWU7zjDoiD2zDf+myVHmK97SUhbAXN6J2uotn44nkwdk7EPYNDhH0+6koLcEZDON09GFny6rNrDbZp9Yu/D4fC2bP4tjJDv7w2Cbue2wT9/zlSTbt2IvPtrl8/SquumgdlmWROJRaN2iVhVC15SRaOql2u632DQylWo4n12Al2HfkGLZls2x+Mwl3I/tsgR+4nctauwn4fbR39xCOR4DMM0+RSNxk+2BUEKLc/cfGZvySF5ppM/n9A2HKvAP92ANrOm9h/eH8Pjex433Y4fiooM1b9+F1wkqWvHnrUcauweoeNJnIbOU1YDaz7hpicHD8CxTvghpIlW75bFRzLeVdQ/T3mwsBlb6ONG3So6PTdI1s9C5Ex5vRPNpNfV0Fw8NR+ty1fo6jaW3rYdfuNlqOdVNbW8aihTNMxsJvp5pAzKo02YsjXZSU+InHHRy3HXr6uCKReNosq7tuKUcA7wVYnmDQz4yGStaunsOlFy9i7eo5NNRX4PPZWJZKdWb13l+2ZX63w50Eg34SjsaJpl+Ym8za8HCEUMhvStSTC/1zTGDNrYOjXTTUVxAK+bMGfiMjUYaHo8wYjo2+z/pyCPgo6xtJdq8bvcH26P2muroGqfY6s2abAcZ0OAx1DObVpAfAOeR+PtKCEGd2jVnv5L1vkmvDfBmbqAx1DRDsHsLOEZD65tfjHwgzkiNAThdxy+hGNadwN7P2Po+jSz1HB6T9A6aUyne8L/fr2FSNisSpTWg6OgeyzppHonF6eodoaKgwwUx6s4V59TAUYYZtm3OhN3GS1m4/7H7eS0oCZpyHOmB+jnGNWdOolKKysoTGWdVmK4ixvNK+9Kzr7NoxGb/UXrfe6xiNxgl6WccDObbIMYMwF4vumObOqWPVytnMmlWFbVuUlgSorSkjFk/Q1FjNgvkzTElZacBk7yEZYJUmG7xE3VLPU5u7tHeYc0VFlxf4Za+kIOCjrHuIvr7xu1QOD0cpOdmHLg+adXSQDITstFJiFTMB6dhSPE/CXc9lL8txHmquPa29/KKtPVixxKhJFHt+PcrRhNPW3XrrIlPLNFJj85ZC6FwTRGVB9IwKSt3KkVxVOgB9g0PJfexs9/jjVTfNGEnQ2euWcXvnbkslj/k9/QOUl5ZQVhIi0Wb2vPQmtNONxMLQXG3+477H/H6bpsYa1q2Zy7y59cycUXXqBH6yG7d7nwvqk91WgwEz2We2c0hd68QjcWzbMvd10D0G5jo/Vpeaz1b6foHZHOwwE4erx+R83GNGRfeQ2V8wajLKSqlk/wfvvDujoQJ1wB1XtokYd0uHareEuydLpY5n2D0npJpTmYyf6h8h2DeSWieYbDImgV++WoE5af9vdr+W8TZKKR9QBWRs+6S1/qbWeqPWemNDQ46LowJQSpmLULdVde+AOdmN19QlXW1VJX6fj6PH25MH23g8wbN7DvDIlu34bJuLVi/DZ9s4x9y9bbzAb0kTTksn1ba5iAy7pU2W35/MxnR091Gz7ZjJwF05dqlldsGXbMB/yVJm/+QJnldZz1Ub17FsfjPzZ89iVn0tkXs24ZzoIXTTJRl/3r9uPs5zR8DbP8aXuvhVCYfB4RHK3X0OEwfdk0eGxi5gsmrWrBoS7u+/ZN5s6muqKAuFCEdjLJg9i8vWreTqi9bRUFNFwG+ej/iRdlAquVeOt2i60u0O2jswZAKqtHIkHXfo6OljZl01wUCA+EE3eMwZ+M0gcbSTpoY62jq6GQhnv7AzM/CnBn7MqcXfNciIuz5m1IzTmMxaf/8wZS3d5qSdqROkxw0mfEe68tvj5tCpB3974Qx8IzGG3YX1yQtNb1xpF5oDg2Ei3oVTjgtNNbuGUNdAci1QLkNDkeSm6KNmgOfXJ/dai0TiozrHepMLWmtaW82eWxXefYy3hqGthxk1ZYRCfnbubuOJpw7w5NMHaHGzpvPn1bNk0Szz2T/aleqcCSZDNacGjnQRDJj3oBNLJCeIvHFFo/Fkti4ZYI2XWTvWk7GTpFLq1IuAli5zgZp+ATyvHo50Ji9wE14DB3cfP7zmK14L8gPjZ5SZWwetPahYgob6Cvr7R2ht66Gvb5h4PIHWmoHBcPK5q/IuSL33hmXB7GpKOwdJJBw3Q+pecI7Zx29kJMrgUIQG74S9JMfa1uZafP0jhLuGUhm7LBzHwfZeg0Vpv+uYTHd6iXOmNbexPaYRlrUk+3HCC+Bihzqz3iZdtHuQQH941ESMNa+OYHs/I8lmOGnNSnyjS2NPnuyjvGPAXLwvzVxGDyRn02cOhIlEYqdszzEwGKare5D9+81xekZlCYxdb+atU3Y/ZyPD7n2kXZjHvY3ffbZ5Pw9HIVfAkOyEml/FQjLwS19v1lwDx7qxbQsrvUust3VCQhOPO6n1+F4lRY7XkXl1yQtlpRSVFSUsmNfAxg0LWLG8icWLZrJh/Xzmza3H57PMWlFvyxcwGXjbwmoz6x1HRqKpzbWTpZ4JEo7JfFRXlxJo6zFrR73gcSzLguYaynuH6esfHrdx1uCQaVLCvLTmYKUBErVlBE+mlSMnxmwsP2YdHfvcypscn0drfj2BvhEiOToSp/M+H3bascfv7hMc9z47jmMqrdLKBNPX+PW29xNq78eXa2IU08G8oq2XgYEwIxn23PVorens6aO23wQGyTV+buBX2x8jGoubCXyvIY5b5UEiweBIOLmvc2K/OVb4Fjee8hgj8ZFRJcp5O9qVLL8HzPmkvR+GIgQCvtRxIS3jl4jGsb2Jht1uI79xni9WNuUX+HkdM1eNCfzciZ4Sd/9nHY2b1xCSy5N6+0awLWW2qNhnjjlZJ2LcwM/fMUBlZQkdnQM5S4q9aotRe2K6x8bq9oFTKq6malfPLMXzE+ppYIlSagEmwHs98NdjbnM3cDPwOPAa4I863xXvxca2kl09ewcGCQUDhIKn7rOTjWUplsxtYufBo/x50zYqykzjkWgszpxZDaxePD8ZyHh7+FkzqgGT8QMIuSe8mHuytUL+5Emtd2CQ6u2t+NYvxKrOUuuegVKKyq+8ne6Xfo7u62/Ft26+2UZiXgPYNsPfvg/f6rkEb9iY8ef96xcS/sVjlPWMJNfRec+XWeMXTQbI8R1Hze+zck7G+wKwm2txWk3gF/D7uWL9KsBcuFlZ1q4kDrWbPQbd7Io9p574c0fw2TblpSX0DQxS4q3xc8fnxBKEI5qKMlM+lDh4AlUWzLiVQ3Js8xrQ/cPMK6vgsHOSlrYu5jTXZiyrHRgME2rvRys1OivmLs73neg3zUjSu3q67zFPX98IM471oJY1Zl+3A9BYhVMepLSlh6HhCFUZGud4HEebDBaMCkK8PZBiB9ph7dy0Jir2KZnIvr7hVFCbo+SN2TX4ekdIDIZHZ78y6Okdoql35NRtGObX43t8Pzia3t4hQqMyfuYE0tVtykmXLpmFumOTOSnOyv46MscsXrc7BliyeCYtLd0oS+H32TiOw4yGylRZGZi1B2MD3Hn1cLTLtMcGs4YhLdut3c5hXgaCAx2mG16m1vGeubUQjcPxvsxbK4x1tNv8nulrp+bVwaP7CLgnskR6KZ47sRBPOJR5+yntOWGer0xbX6Tfp6OhrZemubV0dw9xtCVz2/YZDZX4nzjkbluR9jvMr8fvZjP7+kYoO2UfP/P+ajvei1JQcbTbjCvX8+BtFOyuHazIlB1yDQ1HCR3vQ5cEUDNSv6uaV4//nm109Q1DdVlyjzDlz9x0hj3uBfDSXJkPM2bnaH6BX8wLLtIrA+bVE+gPE+kegua61N5lfjeD5Qa6wyNRenqHWdrrBtsrcozLvaiq7BjEqivj5Mk+KitKCIdjDA1F2LvfK+2ChQtmUOLtq5X+3nc/775jPdjN1UQH3W6VtsLBC/zcpQiWyu9C05voOZpn4Ofdrnn0+4vfPweRGP707sh+22QaHFNaZntVK/vbTXBVkyXAAlg6Ex7YaRpqlORxrm/pGj2B4m4eTks3IXf/MBV33D1bU5m1rq5B4vEETbOqYZdbNpdrqUZzLaETvWYSum+I+rrsVUf9/SM0tA+gLh7T7K25hmD7AIODEYJBv7uPX3rXxdTx3nEc7EOdOCE/lnsBnontvvecPSdgQY4JG+9+3YkYf9q+bd4+mMmtheJp7/tkQ5xUef/IzjazxjRXAI/5fvDpQ4SHI0SjMUZ8YcoDp772A0PDjESiVHSPoCpLk9dSXu+Ayr4wwUVVHG47QV0iVeWBbUHcbC7ud4/58d0mDzK2G/pIPIzGMU3Rqkryn/AAc+5OP+d65/DDnQSqS0a9772tE5xoHJ83zl3HoTw4+rOTyerZcP8O6B6E2hzXk08cMGXWYzOuc+ugNEBg30lYarbCSgbubsZveCRCaVnQHCf2t5sxZWqYBcntaGjrpWnZcnbvPU5X1wANDZnPW97euVabG5g21yTXgFa1D9AxGB61z+1UDfwmfdTumr33An8AdgE/11rvUEp9Tin1cvdm3wHqlFL7gQ8Dp2z5MFUo9+Sh0QyHI5SXZL/IyGbx3NmsXbqAvsEhjp3spKwkxEWrl7FhxZJk0AeYPfyaapOllfYyc+CwD7WjFDjhKI7PMoGQezE3crKXskMdBF+w6rTHZTfXUfv7z1L2oZejgn7iu48x/M37GL7ttwSuWEHVd99/Spmnx7dhEQA1hzrdzoZeNsZ8uOPxuJn5BeI7WlAVJcmDaMaxuHv5jZUt6ANIHD45Kotoz6kn0dqNjieoLCulf2j4lO0com5L5lDAnNDju1uxl87OuTbSm/Ur6xpiRkMVrW09PPHUgWSZjicWS3DiRC9V3UOoxqpUu2dInqBKj3WbFuFZmrv09g0z0j9C6HDnqbNpYykFS2dR2tLN0DgNXgaHwgRP9KMD9ujgyLu4O9JpLnDTMn7pa/wGh0xmp+p4n3ncxTlOuO7JoOR4X85tACKRGMPDUdO+v3nMNgzz61CROFXhmCkxjCdOWUfa2TVIMOAzndHyuXCam7rQLC8LsWJ5E8uXNrJo4QyWLJ41OujTOrVv0qj7MOvx/D7zOCqeSM5oYlvJdvLJjN/OVjPjmCuA94IJd23FuI50mUXr6ebVQSROwC2FcWLuululTAbLMWuUkxcCe/J4vrz3xqEOLMtixYomli6exfJlpuObZ+XyJhYuaEhlSNMD0gUNWEe7KQm4m3S7mQYV8CXXRIbDMdo7+pk1swp713FYOTuvcZW09Y5b7jk4GE6VhKXdp+1eOEX3u8FXjj1Sh4ejhI50oYO+7KV4kOoieKxn3K0mtNboDBl47/5jB9pHlZUlm+FowHE4frwXpRTVbX3m+c6VuW2ogPIg1qEOZs2sorNrkE3PHGLLs0eSQd+c5louvGABM2dUptrkpwd+s6tNUH+ki1DQT9hbX+n3JYOZRCyGzy3rYvdxc/tcF+YVIZPFyPcC+GC7uX160LZohpmcONyJz2+fmvFzL/CSgd++k9mzC56ls1JNYMbjOCZzM7b0vdmUbweCPiLReGpy1DtPxh06OvoJhfxUlgbM8zXe8X5uLVZbLz5b5Sx5cxzNUNcggc6BU94X1vx6sz52yCuhN8fVVKlnKiM2OBih5Fg3zoL6nMcv5WZUVL7Hr5Zu89lP36dzZiVOiR/be87d46gekyUF83kMeqWL4wV+S2eionFC7QMca+1mJD6Co0/9bO472oqlFCXt/aOuKVRpEKuhEt3SSUNNldn72OvkjFveH3eIpV/v7GnFaq7Dqhi9bcJIeqlpc20qg52PI92jP49pgZ/fb6cqKezU5EIimsD2nrvdeRzvAS4113U8tj/7bRwHHt8Ply0+9X1hW7BqNr5dJmtoxdLPj27jv5FoqvJk74nc1xJe59e2HqqrSyktDXCkpYtBd+lAZ9cAg4NhHEfTdryHwcGwOTe1dEN9hZm4qSmD+goqjvfiODrZbRTM8X4qKsiotdb3AveO+dpn0v4dBl472eOaELZX6qmJxeKUl2XZAyUHpRQLZjdSV10FWidLEcdKtHRipXWCsuc0QChAYk8rgdmLUHEHJ+0ik4SD78AJlAZ/Hvv3Zfz1Gmsp+8DLKPvAywBw+obQwxHsxhwXOIBvaROqNEjFgU5zQB7z4Y7FE/h95u0Z234E38o5qBwnD3tuA84vn0CHo6jQ+LOsWmsSh9oJvSJVimrPnwnxBE5bN6FggOGOCMrRqLSMXzQcBUoIBQOmEcvOFoIvuyjnY9mLzIktsvso829YxsDgCCMjUQ4cbKerexDbspjltiNPOJqyzsFTS/sWzwDborK1l/7+ESrGzmi660gPHe6g5kgXViQOlywc93mwljdS9svNnBgYSc2OZdDXN0J5a4/JWKUHWLNrTCfBE/3mIjp9I+u0NVje3j3lx9wTUGmO18gNZCrc33VGhtk5x9EccdctBI92mxKTdO56rJreEY6WB1ExJ9ndzTvZhsMxysqC5qJq7wl4w6XZxwRpbfy7gMW5b9veb9YwjM34za2FcIxAr5t9jzupUhbLSpaQ+Lz1WLuOwysuyP1Yy2aZi+SdrfDCFblv643/2jETPe4Fnv9wF5T4zLhsCwXJY4XjaFP6E0/A3pPwuovHGVejGddzx+DqFfh9djLgq6kuo6/BdCxMBsxHMgTK8+shGqcukqAtPpLaLiSQmvDwGu00VpeZC/O3XJF7XItmoH02lcdM2am3DUYmfX3D1J7oQ102+vX21hfFD7Wj9Yq00mt3Ui2tUUVf/zDlR7rQi2dmnQgDoLoUp76csqPd9A+MUFOdPas0PBwl1NZn9qQc1QTK/Ntu7WF4JJq2r6Y1Kmjo7hmkrrYMe1ebyVDlalKglAl2DrQzd04dPttiOGwyZGVlQaqrSlMZbEgL/NKOYQGfyWId7cIfsIl5pcRpwVYimsD2svvbW817Mke23/y+taly6PEcaDfluukXr97aoP3t+Bc3pErebGvUnrI+n2Xe93uOw+szL19I8spm95yA1c25b3ui32z5MvZ9v7AefvUMQdsiFkskSz2TXQTjCQaHIsyYUYk61AnhGKxqOvX+082tQw1GqHegvWco1bZ+jM6uAQLHe80kwZggV82pJdAzxGDPEMytN5nI0gCpDbZHLzmYcawX6+rlucfVVE2iNIC176TppD1OcOE70kmssYpA+nvOsogtmkHwUIfJ0EZTpdcq7X0P0N0zSOXeE+iqklTDpmzc17J5MML+9n5s26IjNMjcGWafvpFwhJNdPRw72cmy+c04RzrwXzD6vGvNaSBxtJPy0hKOnew0k2pW+rIDU7brt92M395WfEtHB/Ej8ZHRZabNNeaclY9IzDQlGpuBV8pk/C5fnMr4pR0nnJhZ40f/COxohTdfPv5jrZptJlf+tBtuXJ/5Nk8fgq4heMGyzN9f04z64WOoWMKszS8dmxRwTDOm/hFTEfOStdnHE3C7th43e2cvnD+DHbuO8dyOY6NuZlkKx9GUlQbN+eBY9+js5pKZ5twIDA9HCMgG7iInn4XlbueQHsycicqy0qxBH3DK3i/KtvCvn0/0kV0E/D4ze5JWUqkcB9stvbIX51jjcRqsqrJxgz4wgYFvzTxKDrVjxRLJ7Naoi1+fjR6OEN9+5JSD6Vj2kibQmviB/A6GunsQ3T88qmGM9+/4gRPJctzkdg5ey/G0jJ/T2o3uH8afowTVu19VUUJ46wFs22LNqmaWuLNUvb3DdHUPsmNnK51dgzQ3VWMf7Tq1BCLoh4UNVB7rMVmw5H55NvgUVkITjcQIh2M0HekyF9wb54//RCxrxA7HGNx7gs6u7GsP+/qGKD/ShRq7GDvgg1lVlLT309k9eGqJTcI0P4lG46A1Zfva87hAqYWQn+qT/fT0Do1af+g4Zi+5Z7Yepqt7kHn1FVjHek5d3O0GzqUdpqbfZLBSawVwNIm4O6N5sMNcfOUqdwNT1hj0mZPNeHZlKVVzAyz7UIdZU5ReymKr5BpJ27bMBe1QZPyZ/NKAud981lb0DEHP8KkTC6tMlszafsyUvKVl4U3mw/tMWrCjzVxors/9vqc0YGbUnzuW8dtVVaXUeuVACcdcmI/tzuaOs7rbNMaKuR0JVcA3agbY77cJbm81Ew9jy9PGCvhQS2ZQ2dpLT+8wkSzdBCOROAOtPQQ7B1FjMwNegNXWm8wog5fxU6P2y+tp76f8YAdWHp9HtXYO5Yc6T+kaO1Zf/7DpxtlYPTo48tbSneynu3swbX/BVGZtZDBMPO5QHfTD1qNw0TjPF5j38a7jKEcze3YtSxbNZP68etO9dmzQeMTd6LliTHVLWpmz5QXKbvdfAMdtJkE8AVuO5Hf8WuGuKRpnrSZam7Kwsdm6+fXmedl7wvwe6SVvvlRprG1b5v0ZiZ/akGKsObVQ4k+Vq+birv08ZS3j6mYYjlJ60hyTkxk/97mOjZiOn6UlQdh82PzMurm5H2uNCUIb2wdQSvHsc0fZf/AkXd2DbpMqh+6eIQ4d7qC6280ujf08zqlDaVNmHIslkmunleWuV0sr9Rw+2EGgfwRrzTjBr1IkFs+g5FBnzv1RAWKxOCVHukhkyvKsaDKTJn3Do7ajSa3xc3Ach5Mn+qjZfQK1cX7uSgowx6+Aj/qWHmpry2g73su+Q208+OQWHnjiGR7duoP9LW3MbZzBkvoGnJbODPsW15M42k5pyJQjxiOxVBbSZyerPHw+G2coTGJvG77VqddSa81wbExjGa+BUD5r81u6zfs/fXLBWz5wuBN/IDX5YqVtGaIcbSYg/7jLHFdftHr8x7IteNk6uG+72YZorD3H4V9+Z4LDsZOPnnVzULEE5S1dZlxuVs0shXAnYmzbHLu0hg3zco+pqRrcjvcVFSHWrpnLwgUzqK4qxeezaKivoLw8xOKFM1i9qtl81lu6R2fhl8xEHWgn6LfMUhtva7RcE3lFbGqOegpRtrtuQGs3nT8xSVYdjprOl2P2fglev4HEnlbKTg5gpZWVadtGxR38rd2mBn9m9YSMKxd73gx8J/uwoolUeZedCvy0chh4bDvEEthXZJkdcvmWmBNnYm8eF79APEPDGN9CE/wmDp2kJC3wU3Zq49yY24AgGPAT3+muPVyR+wJYWRa+tfNwth42j2lb1NdVsGrlbC6+aCEbLphPU2M19XXlzA4EYDBL+/4VTYQOdRKPO0S8BgsBG22Z13R4KAJaU/qXvXDBPKjMI7u80jxv5Qc6aHMbtMRiiWQpD8DAwAiRI134+0YyBiFqbh1lnUNmX7r0jb/djIzXAGN5QmN1DcLzluYek23BkplUHO8lkXDYf+AksXiC3r5htm47wrHW7uQWBU1hE1CeUrIzowJK/GZPN0h2BwOS3foSCcec2Laa15HxLlAsC9bPhU2Hct8OzMWoUqcGfl5mcnsrfr+bWfOnAiydXlr25EHz9QvGObF59/vcMRhvKbR3MbpszERPWdAEz8+2uIv9nVQznLRx+WwLnnLHdfH4GWXWzoFtLad0+zvFoQ43azHm/eVeeAbdsqbESAzH55agWhY4ZsP7kpKAKS/y27Axj0BmRRMlhzpRaPbtP0E4HGPvvhMMDoZp7+jnwKF2tm0/Srl38bJ2zHujugRdV0ZlS8+YwC9VRg9m70u9rcVMbuURYKnVsyk50UdvSzexLBd1ZguSIcqP96HGXpiXBaG+nMruIbq6h0ZfALvHsBG3vLV8V5v5vHrlWblsmAcDYdh/cvzb7jmRucve3Fo40oXftlKlsQFfctY8EY2Z9/2u4+YYmE9AurrZjMvboiSbw51m64dVY17HgM98djYfwe9LBaSm1FMlM4C2bcGzLeZ7Y+9jLNsy7/vNR8Yf/67jbsn9mOOXe5wIuSWJlrePn516rgACARueOmRK2nKVEXv3GfAR2nWcdWvmUFdXTkfHAHv3neDpzYd48umD7Nl7HMfR1BzvM++ZsRUL7jjLjnSZbSa8jeWTXRfN6xqLJVLP1/pxAlLA2riAsiOd9I/ZhH2swfYBsx1QhrWf/nXN2JE4QztbU0sO0p4zFXfo6RkmtKsNf8cAXJdHIBPwwdpm1DNHWLp4FiuWNbJ08SwWz5vF+uWLuHzdSq655AIuWL4YZ5+59jhl+6q5DThtPYTc83QiGktb2qLQ7lZdfp+P+NZD4Gj8F6YqDDI2lVk60/yO+TSC8ta2jn0tFzTAoU5zHvKOzwHbBH+Yax/btswa2MbqU4+B2bzt+WYd4mv+G/77ARM4fvn38M4fwE23mYqTz70yezbffb9UHuwcc82anhSwzFrCoG/88/ac2lHrgEtLAsycUcmK5U1cdOFCFi+ayaoVs2loqDTrBqNxkyEdE/gRjlHZFzaTE9GEqZ6zxt/+rBhJ4DfR3E5qCccx6fwJav+aaDVvbHvM3i/BGy8C26LmL3uwYgkcd78ifGa23NcxgJO+38sksufUY3cP4RuKoAM+hmMjaFvhuB/uOFHCf9kGfpuBVTV0h7vNbTJc3NrzZ4LPJr4vv8Avcdjdwy8t46fqKlCVJSQOnEiu4VNxBxX0JzN+CXdfLJ/PJrblIPjsUw70mThrm01pRtoeXZUVJdiWRTDgY97cepYsnoWVoYFK0urZ2F2DBLqHiLqBnwr5R83klx/owD7SBa/ckNfzwPJGqAjR3GoavGzddpRNzxziue3HePzJ/WzddpTtO1up8rJcmQ6yC+oJtvYQDUdxoqdugDzszuKWPX7A3P6KPMqKlzfi23uSec119PQOs2nzIXbtbiMSiVNbW8bK5bNpqK8w2Sc4tWmGZcG8enxuYxAnfuq2CQlHpwKshorcnTM9Fy80F2s9w7lv92yL6VA2dtF5ZYnJ5j7XQsCbafVmNO0xGYbH9pvZylwt7T2XLoLOwfHLf7x1NJmaZqybA88dw++3RgV+6d0zbZ8Nf95jSqDS1ulldfli6A+nLgKz8V7HsSW7deXQWI1vpwlYdTQ+umoh4RCLO/h9FjywwwR9ucqIPWuaUT1DLPH5GBgIs+XZI3R1D/LcjmMcONhOR8cAFRUlLOwdMRfmYwNSpVAXLaBy93Ez4RJL4NjKvO/Snq+jLV1U7zxusiEb5o8/Lveip3zXcdrb+5NfTiQcBtwNiFuOdTPUOUCopTtzKeGSWZQf6WZkJJrchDl9f66IewwK/u450yQin8DvQnfsmw7nvl00biYXMo1rbh0MhAmOuM1KABVMD/zcNaS/2WqCjsvHKaeG1MXoc+O8v552x50pmNy4ALa14Hec5Jo1bGvU59FnW/CXPeYCOJ/P40ULzPMwEM59u02HTZA89jixsAFK/AR2H091vvZbo54rAJ+l4OmD5vHGO4cH3IvkJw4QDPpZvHAmGzcsYHZTDWVlQRpnVZtjKlC257j5LAbHXJwvmYkuCVB5oIP+gRHzOnqVFG73X4ATJ/uo3H0cHfLl7hjr8l2xxFStPH4w5+2i7iSdP8N5yFprPjuJLUfRXhbfn9qQXMfidPcOMeOJg+gSP1ybZxfzC+fDzjbUcJTq6jLq6sppmFVB88x6Gmqrk93H47tNZYNv+eiJYN/iRtCaoNeFM+4kM43atpLXO36fTfSJPaAU/gvM+9TRDsPxDOsxveN3Plllb93j2PPb/DqT8bMt09kXzKby/rSMXzhqzkMvXj3++8szqwp+8k7z+f3aH+E9P4T/e9RM7r3rarj/o3Bdjp4SMyqhsZrKAx3m+ittGZBXEePvH4G7t8JNG7I3dkn+nvWm8Vme24XQ1msqNtIDP3fCo/JEP+FwDBVN4PhsFBL4iUzcjF80lprVmQheYxNrTAMUe0YVgatWU/GnnebD7S1GtW3zwR6MoKuzd3OcSF7Tk1DnIHG/YjA2YMqkvKyH1nDPNnjeEigJEHfiDMYG6A53E0mMbsqgAj7s+TPyDvziu1ogFBiVIVVKYS+cRfzQyWSppxVPoAI+rGQDgri5nWURe3IvvjXzUKW5DzwJJ0Hikvnm93p0X+6BbXd3Nhl7AQzmwhyTnYt7TSkCvuQFXXQkxozHD5iZtBevGecZcPlsuHgBJU8fpr6m7JRSG68UYuHxfqgMZS47XDsHazhKSVsfMXe/HNLWYI2MRLGHo/h/8TRcvdwEWePZMA/6RmgcCLN8aSNNjdUsX9bI2tVzWLwobXZ882HTHSzTxdiyWdjehZO7pxO4pZ7ezGE0AQ/thiuX5ndi89Z6PbI3+23CMZMVyxbgrp0DW47i91mjF69bKtmd1R6KmPdKvuO6wh3Xw+O8v54+ZE5omYK2Nc3QN0Jp97D7fI0uCwfwt/eb5/zFecyWg3kOfJZ5jnN56qAJQjJtxLuuGWtbC5alTIY0LROJm7kt33XczOqOtx7S4wYVtbuOm42+m2qYN7eexllVLFk8k0suWsjypY0EnzhggotMnT8vXYSvcxBfSzdONO6uiVRupluTSJi1dDO2HEVdOB9q8jjOXjgfyoPM3N5K2/EeOrsGGBgYYefuNrbvPMZTmw7S2tZDc8+Iea9kmoXfMBffoQ7skSjD/W5zpLSOkNGRCKGBMNaDu+Dl60c308mmqdpkDP40zuu4+bDJRGTKUrtZwJJDZiYfvLWabobB0fgcDXdvgWtW5u6c6VnYYAJ9r9wxm8f2mQvKTMeJjQsglqB0X4eZHE2b8PAyfr62XnhoT/4XwBvnm+x7rnENR031wPMyHCd8Nqyajb2zLZk9Ti/XdbwJyENdZr1UPtlRMOuqdrbB8V7A7AE3d05dcuP7xYtmcvGqZuydxzO/hj4btbaZygPtDA1GTKMSL+Pnll47jubk8R7qNx9BXbU89/pRzwVzcYI+Ao/tS22RMkYkEiPx+H60AjtTVn9RA05ZgODu48Tc85hK74Qadxho76fuiYOoa1eNHzB4rlhiAto/7kr7omYwNjogi209hKoqxZo9OvPqW22eR9utRho7qZYq77eJ3PUk/suWYVWZ9/5wbDhjMxkWNJjnNZ/Ab/dx8/kdWwE03+ytaXUNJjPdVtCX3CtSJRzKnzxoPs/5Xk+kj++2N8HvPgw/egc8cQvc9xF4/3WmzHM86+ZQerDDHCcyrIEvuWurmWR6Sx7rDufVuc3W8mwC5TWLSl/jt8j0WCg70I7jaBIjURy/nXcsXGwk8Jtgys34ReMTG/g57ubtYzN+AIErV2F3DhDsHBzVQVAlHHyDYVRVHifYCWCl7bumg+7zYlnJdRahxw9A5wC8dnTzlIRO0Bfpoz/aPyr751vSlHepZ2zLIfxr5qUWy6fdR3xni9lnTWusuIMV9JuNmTH71PlsG0aixLYdJnDpOGWLYDZ+vXCeubB9YGfuG286ZA44mVohL2+EgI+qw53E3QBLBdO64kXi1Gw5ai4k8j2pAbxqI+pEH4u3HWPD+nlcevEi5s+rZ92aOaxe2cziefVYj+yFSxaNbuzicdeWVOxvH3XC1T5TihcOx5j9p92o/jC855r8xuRdyGw6TE1NGfPm1lNTXUZZWRDbW5fhOCZguHB+5ouxtXNQ3UMEOwex0tesWanSxbIHd5kLsFdn3nbk1N+12az1+/1z2W/zwA4T/F2dpdHKxgXQPUTpiYFRM5rp2wDYv3rGNIcZr5GEZ2aVCcrvfTZ7uWc0brKb2TIp7ixy2dGu0Wv8rFTJW9B7/2ZbuD9WRcj8vvduy17u6TjwyD64LMv7a+0caOslNBhBxU+9ME8kElQ+uMsEALlmktPNrTOlcQ/spLamjLlz6mhqrGb+vAbq6ypSnSW3t2Zfi3KlKT+v2XaMRMTtbqhIBsqDg2FKD3USONKV/4VTwAdXLaf6qUP4InH27T/J9p2tDA6GCQZ8VFaWsGzJLJr2nDAXRJku+DfMRzmayn3txN3umVbQnyxLSkQSzPzLXnNB99eX5Tcupcxz++QBUzKZzT3bzPq2KzK8xy6YB36b4JajaRk/fzIjoxIOFU8eMvf/mjw/jz7bTI78cXf299dw1GSpr12Z+TixYR4oRXD7sVHNltInPALfe8Q8339zZX7jWjfXvB8fzHG8/5O7dipbk4v1c1G7jmO7jXBUILWBu7cuzH/fdvOZuWqcBiqea9xj0qggZjT7sf3mWJFtXBfMI3Ski2jPYGqTdGUuzFXCbJ9Tuu0Yvr6R3I030pUE0Fcvp+7JQ+zb1Zrca83b6/PAoXaeeeYw1Y8fwFndnNqPLp1l4aycTfmBDga8rqVpa/xikRgVTxzAHo7m//4Cc+6eUws/eHTUWtJIIkw0kZoojT62G/+ly06pnrIXzECVBnF2HTP7RcadtAn41DHft72FxJEOQq8yn8m4E2c4nuWz5rdNN8t8OqHuOZ55/brXsfVgx6iMn3c+Uo6m5KnDZqJ2vHLKbObXm/NzPlUY6ebV4e8YMMuA0j6POu5AwiHwy03w/GWwcPztP9I7mObFrRIatSayLAjr5xJyKx4SIzG03ypIpdy5IIHfRHNPHtFo2ua0EyBxtAMCvuQefum8/e/Kj3TheI/vS2X8VAEyfgmdYKA+9VyUubO73h5rAIG7tppZ2iszB1fheJjeSG9yRsy3cg6JIx04fdlbVYMp+YjvOIJv3fxTvue/cBG6ZxB1tDM10xrwY3uz4m65buSBZyGWIHBl7gvNhJNgJB42J58XrYY/PAddWRo3tPebC+BrspSguOtRKg60J2fMrbSMn2rrIdA9lMpK5euqZbBhHurLvyc4FEGNxGisKaO0NGhKlb75Z+gYgJetz/zz8+vQ1aVUHGgn7l2k+HzJyYV4LE79I/vg0oXjNyrxzK4xs5SP5MhgPXHQ1OLnWCQOUHWkCxVLoAOpkkoS5gRS9tMnTdbkgvHXoQBmYuL6NfDwXtMoZawTffCVP5gZwkuzrIFzm1aU7mw1AdaoC02Nhcb6yROmScl4G+ame9WFpgx1a5aytz/vMc1isgWkS2aCpSg5bAI/x+2Cmt7kwveH7aYccWz7+Vz+6mLTejxb1u+Jg+a9n+11XG9mzKsOtJsub2nNcHAciCYofXS/+XydzgXGKy80+0mNLY8dCMP3Hoa3f9fMTme7SGyqJrGwgertrehoDO2zzYWA+/4aGAwz46E9ZlLrxnX5j+v1l6AGwqw72sPqVc0sWzKLtWvmsOGC+axY1kStbaPu2mIyEZkykRvmQcBHze4TOGG35C3kT2bWEtEYVVuPmtcxn/Jmz3WrTNXCfdszf/94r8nWvfyCzPvXlQVh3Rz8mw6NOn4lLzS1puKRveaYf1ke5aeeG9aaCcLfPpv5+7/ZYiZirs+Spa4qgaUzCTzbgoolRnW+VgmNPRLFunebKZ/Pp1oBzPN93Sr4w3bTfXAsx4H/e8wc57Jl69bPRcUTVOxzS/UCqUk+HU2Ao7Hveda8D/Id18IZJkt615bsE0S/f86877M119loJhZK97WbtZppG2yTcOjpHabhqUPo8mD24DED+1Ub8Q9FCD2wi81bDtFyrIunNx1k+45j9O5qY803/0xpWy/2zdm79toXzKOspZvhk33mC4G0jtwjUap2tOHUlOafIQVzzH//taaz5VcfGBX8DUQHTMf27UdxWjoJXHnquVtZFr5Vc4ltO0IoEHDPRanJvuQevPdshlCA4EsuTN435FizvbIJth/LvX66ZwgOdmYuvV7dbCZCthxJfR7TSq9JOPifbTHdwSc7wJldg3I0/oFw8ljinbcr957E6hqCV1+Y33153YW9bsPjOdZj1g7Wj5l8f/5S7D0nCHQN4rgZP0vW+ImM3AAr4ZVKTVSp59FO7Oa6jF2GvMYnQHK23Ludv3/ktDZuPxcSToLecC+JutLkicz2LhQsyw1Iw1hPHDClWzmC5ZgToyfcS0In8G9cbJrobD6Q8/Hj249CJI5/w6kXF96i6tim/WYLAMyG95Y7Q6cSDj7bJnznY1hNtfgvy31iM+Ug7sH7b55nLpz+310mkBrrK38wf78pxyz8ujmUHOxIzQIH/cnAz+/tTZSpsUIulgW33mRmxl/077Dx/8HlX4ArvwgXfw5ue8BcxFyTJWBQCrVuDhUHOtDeuEJ28sJJdw8RPN4HL8hzVtrzYjfA8k7iHq1N5uH/3WXWE2Rbq7F0FgR9VB7qxIrFU1llW6HjDpX7TmK39cJbn3d6J7bXbjSv43/dn7oI6BqEW34Jr/gvs6btn1+TvWPcvDqoryC0vXVUp12vGU7V/g5zET3edgljvXy92XvoU3eYCQavbHf3cfjuw/CF35g1SpmyMWBOsAvqCRzscEsqR1+cBDsGsPadzH4Bnc21K80F7tf/eGr3xZ4h876vLcv+Oq4yTSnK9540mdv0EtS4Q8X+dqyhSH5d59L91cXmAvcjP4PbnzBrUd7xfbjqn+Fff2fWdXzv7TlLk/SKRkpae3BGYqnSH/d9HxmJUbfpMOq6Vfk1WvJsmAdrmrH+509UDEWorS2nrGMQvv8I/PwpePM3TXD67hdm/vmQHzbMpXL7MdNUhtGVAXooSumBjry2exllTbPJHHzrz9DrrnGNJUwg+M/3wN9+zzzG370g+31cshBr9wl83trDoC95LlJxh9DWFhMsjNdtMd21K83kzZd+a/aCBDPB8che+M5fzGu5YV7ui/3VzVj7T1JqW/jSzkU4mrJDnSYjks9WKenecoUZx/t+BL9+xlQnfPdh+Ke74W+/b5oevfea7L+r1+TC7RCsSgJppZ4JKvadRJ3sN5/703HzFaYR1Md/YSpQOgZgMGyy8h/7Ofzuudzn3fVz0Zaicu9JVDSODvjNhIfbbn+ob4jaTYdNOeXYNYK5PG8JelUT83/5DP4jXRxr6WLGsy1ccNuDbPjYHZRtbYF/eLEJ9LNQ6+eiHI3tLplQacGyE01Que8kzvq5px/IvHSdmVj7xkPmHPkff4CtR0kMDDEw3MfQv/4SSgKEXp75mO2/YCHx7UcIKeWWL6YyfirhoOIOid9vIfii9VjlIYZjw8SccdakXbrQZMdzdXN+dJ85X2aaDHYnPNh0mFluhZFZc2tedzscw+4azL1P3kSZnSqz1CXue8g2SyEq9rkNpvLpFQCm6qS+Ir99NcFk/JprTv1cutUk9VuPomLxVBJlCpqauw9OISp9RgfwT9CGj4kj7ck1c2NZtRVQXQa9QyS8i1+vc5MGlamscIIkdILeiAnUsC3zgTzRl5qp91mosKZqu7u2IY/SrYSO0xfpo2rdPPDZxDbtJ/jC7CeH6MM7QSkCGYI2e/EsVHUZsU37sa40J15fMDCq/CE4GCb6lx2UvuslOfcWjDkxIom0xf0LGuBDLzIdru7fYS4kfJY5IAV8JlvzzquSGzlntG4O1g8epfxQp9nENq1rWcCrYc+1GXM2S2bCt94Kv3rGBAc9Q6bcZ0GDmVm8fHHuk+W6OZT8eQ/+3mG0UljeRtZa4/dm2sbbLHes118CP3ocbr0Lbnuj+T33noDP/NpcNNWUmnUEmbILYGaiVzZRtr8dPSbjp+IOVTuPmwxzloxyVotnmuD8h4/BLzeb0rbhqHl+XrwG/vb5uRsaKAUXziO0vZV4wsFOntjMsaJqt9vpL9/yLU95CL78OvjIz+GDt5txlQbMGiAwnTw/+4qcEynMq8d3tAtfaQB/uSkX9srVkyfcfJpupPPZZsb847+AT9yR6i6nNfz8aRNE/Pvrs18kBnywZjZle04wXBFKNh/wMmul3pqM8drsj1VTZh73fT+Cz91tMsxVJSbz+ObLxt+DDbAWz8R3zzaG+0bcwE8lm4JYhzvwD0ZOPwOvlHmd3vxNc5E5t9ZsIeJlaBqr4etvzl1+dfkSSr7yB4JudYEVSk0QWe395pw0tstfPuP6xEtNJvT5XzKvi7fWuMRvLta+8oZRF22nWDkbpTVl7p5YVtCXzBgFeoZMAD+24+x4LAu+/HrTRfCVt7lbT7SZUmkw2fz/eEPu49e8OlTXEBWxRKrboJvprvBKv8br5jnWyib4p1eZCZen0joBlwXNa/nJl5rmFNnUlUNTNZXu506VpM5DTixB3dYW89yd7nHiNRtN9uPHj5tGOumqS00J3Tuvyv7zZUGchQ2UHe40E1fB0Rm/4I42U06ZrXIlG6VQX3g1vpu/zfp//BVOeRBrMGLeT299HrzhktzvLTCl+ECpt1Y+rWusE40T6BrCOZ0sd9rY+KdXmmDjV5vhOw+bShggHPJDOEb559+YXJs3lm/DQvjmH6ho6TGlnoHRx/yKfSfRvUMEb7iQmBM7Zf1gRpctNuXb927LfCzQGn76lDmuZTs2bpwPv3qGBi+LGvAl25UEet1MdT5NvM61tNc5lKwGM0FyaWsPurkGdTrLWVbPHr8BlOdgx+g9SD0LGmDxDOo2HSHms9Du8X4qksBvovns1KawTGSpZ2fGDJbHXjiTxDMHKa2vBhi1ts2uzbNM5CxpremP9I9uTVwRMoGfNyOe/uG2LVSeFwFxJ06/HcG/fgHRPz0HH3tV1ttGH3oO3+q5JiAeQ1kW/g2LiG3az5xXrAfAXxZMNSBIOFRtPgKONh1TcxiMZijpfPvzzZqlP+6CHz1mAvL1c0w50F9fOv4auOWm6UuZW7ZrWSp54WR3DphgsO4M12xessj8ORPuRXL5oU6cgI1ln4OAdE4tfOwl8PnfwLX/ZoKrgbAJ+P7fK81M93gbPK+dQ+gnTxCtLiEWTCv1jMRNWWxdeeZyufF84gZTSrrrOERj5uLztReduk9YNvPqsB7cSaAsmHp8971fcrwPZlef3jpNzyWL4E8fM90C799hmtgsnWWyYfmUgzXXoh7fT+XKplElNspxCPW7kxjjXXxlcuM6M6Zfbh5dmlRfDrf//fglwBvmE/rew0SWzhyzF6mmpLUXp7IEa2xpTj4uXwx//Dh0DZj352meyC23GU1pSzcJ7/VyX0e/12r9dANSMM/Hne8zmchj3SbLetMGk2GbW5d5LWQ6tzlUqRu0WGndf61Ot9rgTCb8Ll4IP32XudiMJUygvLzRBB/57GnlHs+9bTJM4yzzepZ6XQ8zNfgZz5xa+Om7TYnugXazBvXFa0z1w4zK8X/eC4L3njTZZ0hmbgN9I+Y4k09znrFedaF577f2mjb2c+tMea3W+b3X5tZSssV0srTLAqlW+45DxcEO89463eOEZcFHX2ImY3a2wZaj5rh65VJzTMvjddQL6il5tsUEMWl78JJwKNvZhlagTqdc17OsEe75ENy5CetAh6kyuWZlfu8tgNpy4vXllLvZHZMldZ+zvmFTMXCmgYxlmWzjDWtNlvS5Y2Z7k2M9cPUKgi/JXoLqXZuV7T2JisWh3L3e8ZljRaXbNdt3xXL6Iv3kLPH01JWb9/mPHzdN09K312nvNxnwzYfhMy/P/vxtXAA/fiLVdTngSyYqAt5ShjO9njgbjVXJf/qr0q4NHU3p8T7U6WYh180xSw36R3JXX0TjZh/SbNVN166i7Bt/Ymh+fWqJxhQkgd9ES1sgDhNT6un0upuRZ8n4AfgXN5F45iCVM002KT3w801S4NcfHTi1fMHNKiQ3+7VNeU3p8T7U3Nr8Os65Yk4U/4tWEf/iXcQPn8Q3/9SDQ3xXC7HNByjLERj6Ny4m+sdtLC+vohewggGUu95JOZrS51qwZtXk3MYhHA9nL9W4aIH58/5rTS356ZQ1uQdE/0CYWFnQtPN2L+j8PcM4FaFU85PJ1FQNQOhEP07Ah0+RnGkNnOgzwcOsPC7AxnrjZeZC7L7tJkhePMNkgfO5mANY3ogVSxDqGCS2Lq28xnHwD4TRNWVn1pDZskz5z0tPY+1Wutm1pjFC30jaHpamlCXQ1ntmWVuPzzYt+vNp0z/WnBqTKWnrhSXupIttQ0IT6A+nsoiny7LM3k2fe6W56HW0WXflt/P7jC9vRMUdStv6iHsBrM80ggr2DKMbq858HUpVSeZmEflws/PB7iEGvS6UPgsSGuVt+XEmASmYbT8+deNZjaukrRdtKbOWzjtOeBngMx3Xqtn5r9Uda1YV2BYhb6sKf2qNX9AbV2P1md33gnrz/joT3prV9n4zRlITHoGBcH4dRrMJ+MzYFqRlEfJ9rzbVYD9htjjwlwZT6w8TmlBb7+mXXacL+k3DnXz2CR3DmldP6H63cU36hFrcIdTaS2JWFb4zmbgCE9C846oz+1kgMbOK4A4341eSah5kdZr31xlNEI3VUGEqdtLKf3sjfdSEqrHUqedfe2Y1VnM9od3HicWcZPUJto2KJyg90YfVWMNAIErCyWNTds+nboQdx+Dvvg9vvNS8fzsHTcCnFHz4elPSno23Tctj+83faZu5B7xy7kmsCEtKPye4XdO9jJ+/d9g0WDsd7np/Nh8xQXI2R7rMMo5sgeWaZpQ2E1f9qzJ0Xp8iZI3fBFPuGj8guQ1ANomTvSTa8mw5mya+2xzk7CXZ34j2ApOJUO5iVJU2W+GvO4ML8tM0HBsZXfbo8Q4qaRdNKuEQ7B46o8xC7NploBThnz866us6Fmfk9r/Q87p/Q1WXUfL67N3Z/BtNaVb8SdOyX/l9ozJ+gZZufCuas6b5He0wGMvSwCVdSeD0gj6AkJ+Eu+bI6yql3KxXoHsIp0Bbc3gXS75km2OVnGn19Q7jVJWc/u/qecla+I+/NuVvb7ws/6APRnXmSp1szUy+b2AEVYgyFjAZPU/ZmBNbz/CoGc9J5ZUZH++DkLuu1S15C/QPm9Lssy1v8RqglAXzn9hxjwWB3uHUXqTJ1zGMPpNszLmQ1uRmdMMGB6tnyOxtVojPZFM12lIEe4aTn0dvLV3qgq4AM/m2BTMrU0FeWjMJv9cEpRDPV/q5xn0dVdr7qyDPFSQn1ABUiT+Z8fMPjJhxnc0E0VlQ6WXCycBPoeMJSo73ET/dMuJzyEmbYFQlqWodu8eckyfqmJ/Q8VHN5sbyb1iIb0eL2SvSn/4ecyg50YeeXz/+ur6xqkrgh+8w67a/94jp2jwSgzddDr/9oFlvm+u821BhgigvUE6bIEoeJwqR8YPUBGOZ+7dtoeIJ874/3dfQ6yz653G2o9nvLmfIVrmTVoEmGT+RnW2hwl5jl+w1wU7fEN0v+iw6HKP2vlvxzcu/QUd8p0nTe907M7FmuBeSXqYvbe85X/3EBn5m/70sgdDbr4SBkVRXRbe5i32ms6yN1XD9akZ+8Ed8q+fhWzSLyO82M/KTv+Cc7MV/6VIqvvBmrLrsWU7veYxtNyU26d3UVMLB19qN/cLsmZ6h2FDWg/+5oGdWQu8wCW9NlPt3sGuIWKFmocqCyTUZ6V3xAPxu4FeQw2R698nQ6IyfbygGKwt0Uku/0CxNO7ElHOz+kcJc/MLo58t7f7nbOfh7R848S3S20vZUcsaswfIPhlF5bBI9ISpCJMqD2IORtIkF05nY7h0mUVWCrxAZeL9Noq4MX8cgjs/GJlXlkbqgK9Br2VhtMsoApal1a/6+EVOqXnkGpddnq7LEVJ0MhJOTEcpv9uD19YfPrLz5XEh/3LRW+wEvm5xvN89zTKWvQw+lmuHoWIJAzxDxC08/i3jOpGeM0zJ+vu6Jz2DFnTg94V6qg1XY1ugznm/lHKy7n8JfESLmnSPdiW7fQBh9pln0mjL4+ltM+WltWf5lsZ7GajjpZuADPlTEdAJOvscKkfED894+0gUN7vWpbRHoG0FpTn8iJuAz21z9cRfckqP09blj7lYZWa6/m6pxSvxYI7HUeWgKkozfRPOlmrvkKvOM/H4LuncIwlHCP334tB4ivv0IVkMl9ozsWYLgiy+k5M1XU/belwKM2nTcrpm4D7bWmv5ojpr1C+bBD/4uVXftXsz5zqa85kMvQpcG6H/X/9D9os8y9B9341veTNV330f17R/Btzh3i3yrogSroYr47mOA2+nKstAK/P1hVCSecb9EgGgiyki2vXfOEe1mgxLugUe5AY0VT5zZOpRzxHEzcV5GJv0iRVcVaFz15Wh3rVqZdwJzZ/L9A+HCZfzSM3ppgZ9vKGKOF2dTWnY20i80vROb35T/+PrcjF8h1JalurKOWktntqQpWEYGiHulgV4m0u/Dijv4+kZwCvU6Ao57PkjOTKd9Hp3y08i2nmtpWSxKAsm96QJ9w1BVeuaVAWfLe++7zZaU36zP9/WPFO79lb6JdFkwNZnmZUcLdbwfFZCmMn7EEqZjawE/jyo9S1oeTL3vu90s8wSPLaHjdId7TrkOsBtNsOwfCFNVk1ZOnDjL6x1PQ8XpB32QrNYxg7NTGfjeYXNuOpPS/nPh7682x4qlbtmlbaWC0TOZgHyJuzYz27ZCYEpB1zRnPzYqRdxt/BIv1PNyDkjgN8GUnaqZzhX4xTbvR1WX4b9kKdFHsm+uOpbWmujje/BvzN3a1ioPUfH5NyYzXekdkVT1xB0Ih2LDxJ14/j9gW9jhuNmu4EwP0HPr4P6PUPLj91Hxb2+l7uEvUf1/HyR4zbqcXThHDWPRTBJ73JbQaYvXA33mwJOpMYyjHXfvnYml3KyM410Ip8086UJeaLonEMfrnuk+b4GeIXShMlhKodyThO2NwWeZVtWReOEuUNI7WHqfRZ+Fv6+A5W5g3kteKa0bMKtQACuWwNczXLiMn1LJi80yN/hUPhs7Gsc3HEUV8n3vXmjGve6yQdMgIdAzVLgSVFIlb14G3isJD3YOFjQgTQZ+tgV+23T2xO0iWH2Gay3PBa/82m22pLxsTH8BSz3TM/BVJWYTa5WWtS1waT+QWp9vWdhuRmYyO4WPZadlI+1QIDkx6nW4nYzXUmOuBbrD3YzER0joBFZj+qSaTU+4B8dvmX0iI/HCBfHpr2VaI7tgz3BBA3hu2gAPfiz5edRBX3J7mjPKQl670mQ3v/FQ5r0PW3tMt/Bxtolw3LW6ccn4iazStnPw5ejoGX/uCP51C/BvXEx8Zws6HM3r7hOHTuK0dRN43untMaRKU+U0aoI6jcadOMPx4dP7oYAvdVI7mwNhwMfIhiZ8r7kkZ9ObbOyFqdIxVZZqPON3OxtaGQ48A9HB0R1LJ4g13/w+vqgJqFVaEFHIC2AvIPVmwrwTrh0tbCYyeXGU1jk29R4r4InNC9zTM35eC/pCjsu7EHAbnqiQzwRYg5HCZfxIlZfZaRcCHquAFyjaDUi9CwGv5DPYNYQu4AWw9zomKwPc44R/IIwu1LodSAV+7sWXSp85L2hA6l6Yuw3HrIAPpTVWNF64caWXclaVgFI4fptAd4GPX+nrm9xqDm1b+Hq9idHCvY6+tDI92286TDt+dz/l0sCkZrrjTpyB6ABdI130VqeqnmJ+TcyJoYO+1Gs5gRPwOc0aU30SSnt+ClURk0H68f6M1h36bLOd1nPH4JN3mL1yuwehc8A0xfmHn5pzcq4tVgDtHr8mbjHPxJM1fhPNnTU0/8wcZ2utSRxpx3/JUvwXLIR4gthzRwhcNP4GldE/bwfAf7qB35l23DoNA9FB8mpLnEanz6Kc9Wym2T6iJlSTsdNWLnbaGksv8NOWwu9m/NSYTe+zNq+ZAJa7cD7oluuq9OesgBd0XuCnvJc8fVyFvKDzZqS9v9MaLhX0xOazIRJPZth0+gVJIQNlr8Ol+7c/vf11AQM/vKYNXifg4Lk8Vpw55ZbtqpiZiPEuUPwDYeJFEGCpuDsZVZr2fBVyJj+91BNGvY6qkO97r/za3X4pkL7NS6GOE+nXDMHUxIJ/0N0/sYDve4/lZmm1rZITauekc+YZUm5DL8dW2LYClNliKJYgUai15gAz046d3vVX0IflZZ8K9d5P/zwqlVqzCUUW+KUfv85wXDeuM/v0fevPp+5hWeKHf3ntqcensVaYPgrh02kyV2Qk8JtgyraTM5tWlvpr3dmPHopgz5uBb7VpchLf2ZJX4Bf57Sbs5bMzbl2Qi1U2sQvozXYG+WUt06lzHCwkdIK+SD81oerT+jnfgtTzqZJdF1WyFC894xdLxPLr4nmurJwNC+qxvT3/0p4zq4AHanuuCfwsr39R+gVdIS80r1pu2lW7galOn9EsZEB6y8vhv+5PLiS30y80Czku7wLYvXgb1Za9oYAXAt7z4wV+o44VhbsAttxMUcw7JqRfoBTw82i5mUjfiHscLpYLurHbNZSkB/CFnCDyKgLcA1ixTFz96B1mD1OXV7qr/fbobOkkG7xsEeWPH8CeW++OJ7UHXKaKmEljW+x7x/OJ1pSxwrbNxLrfB0STHbELIuAzGaVIPNXJOX2yr1BjG7uhffr5sZDn7TGcUGrbkDNuAKUUfOA6eM1G+PUzqe7SHQPwyg15dcn1X7eSHZ94Cf1LZ3GGux4XnAR+Ey0942dnnmtKHDGbd9rzGrBm1aCqSpONRXJJtHYR27Sfso+e/t5FviZzETw0Ad3wtNYMxYbO7IdLzv3FXMyJ0h/tpzKQ/wyNPT8t4+decDo+m8CQOQF7J7a4E6c30sfpZjbPSk0p3Pvh1PjSA79CluKtm0t8dg2Bv32B+ULaa1nI0h9ef4nZN3G529SnSDKkvOIC88cVSt9LrpCZjzdfbja6vdRsazIqYChkxu/GdfDgTrjarW4okgDef81KWv/uSkKvu8R8IZg6zhfy8+h3Jzp8bkLBSnvfq0K+jl5jkEvdDaeDxRHAc81KeGyfaYEPo48ThTx+eXutubzAz6kqwT7brVXOQujf/oquvSeodSeIRpVeFzhT5HvVhUQGI1iWwnEg4TWgKXSGtLrUdND01pEWw+TV3NrR/w8WZ6mnctdQO9WlZ79X8ewa8CbOT5Mv4Md/xRKWFnJy4yxJ4DfR3A3JARwnc3AQP9Jubjp/BkopfCuaie8aP/AL/+YpAIIvu+i0hxUsL2HTrS/H31zPgtP+6dy8xcxnIlSVdoI9hxdz4XgYhaIikN8Fjz0vNfOTLPX0ZueCflRJkISToDfSiy5wtffowK+AB6MZlfge+GjqoJJ2AilY90ww61GWpzq56mK5oBsrrYsmk1CKndXimWbfRE/6ZEwh318rmuD3/5D6f5EEDFbIz+wPvyT5fx0ojs+jmlcPZUGsf7je/D8tO1TIgJSQH+54T2ptUfp6sUJemNeUwlfekPp/SZFMEI3hNc8qdJmnr66cussWJ/8/ag1WIQN4YP7cVBZLqbRguZCZW0gds9znpyT9NSzU2IJ+eO81sMStckoPqooo8Ct3j1lWgd9bAEsXF2j7oHNEAr8Jpnw2thvvNc3IvAVA4kgHWAq72RysfCvmEP7ZI2jHydqFUmtN+OeP4r9w0Wnt+ecpKwmhl89m6ZJzG/Y52mEodpoNXdLYZWnZhapz2+HNa6+cT/Cn0rIcyf2vykugYwCrttzN9GXfrHUyjZrJL6IDdXrTmYJm/MZKD/wKGWCN5Y2rMnT2m6SfS8U6A3xO1wOfQ+kTHg0FXAdSFoSnP5N8L6U/X6qQJbsA2fYsK/SFebqSImk6M0ay1LOY3vOkAr9EyI+dPilTAOn7JSulkluaFLLrNWA2Wj/alSyvtEom7nrntGTLfhXRedt2z9WqfGKXKZ0PJPCbaG5Xz5e94FKsLEGc09qFNbMa5c7k+ZY3o4cjJFo6swZ1saf2kThwgtIv/80ZDcvv83HdZRee0c/mMhwbObsMWPrF3AR0G/WykZWBynEbvlR98z1oJ/W7+MtLiAPUlNETLnymz6OKYZ1ABiptxryQ7b3H0m5Q7/htrGIKsLz3fmkRBaMw+gK4UHu/ZaDSx1XgC81R0sZiFzrASnt/j54gKmDGL5dCX5inSz8XFdGeXcntOYrpuSLVfCNRGSpcA5UsVHIbgAKfHz/xUnjpOljkXtdN8PXOWSuiib5kBn4Kb6NQLIrnLD5d+WxIJLIGfQCJk71Ys1J7vPhWNJuv7zqWNfAbuf0vqIoSQi/deG7HexYc7Zz+9g1jTcKHOpqI0hPuoTxQTtDOfpEdvP6C0V/waswrgxRTM19feqlUMZ080teGFdHMYcBbGF5SPBdzQOq9X2zjChbnacIuoovxUQKpz2BB19KNMaq5WDFd0KUropLKUZ/DIpogCrjdiYuqioK0jF9lATNXWdjeNjmFLFUHM3GWvmZz7JY+xaaheI5fyfXlJRL4na3iPKNPI8q20PHcQYLT3jeqmYhvaRMoRXz3MYIvPnVPEadviMi9myl57RWoIsoODMdGOOsmJ8msx8QeCE23zz4CdoAyXxl+O/vBxNEO4XiEuHeTIsqqAdhuFzNQjN8HdvKM2jKkiGbpSt2ZcquYyjwh9Z4PFdlhuUiDhGCRttPWRZohtdMDvxlFdEGXrpiCmfIiOz64gl5jkCL7XHqBn1PIksUsrISb8ZtZlfuGky04Odc7Z2xWET1fq2ebrRbeckWhRzLlFc9ZabpyM365OO19o7ZuUCVB7AUzsjZ4Cf/yCYjECL3h+ed0qGfD0U5yDd1ZqUhtlj4Zooko0UQUW/kI2H58lg+FBWgSOkHMiRFNxACduiAvposTzBqGmrdcQUmouE4evqoircX3And/EWVHITWjOUnv/bw1u9UIRXbCtWdVm38UWwBfpEGVUgon5McKx4ovqzy3zqx9KqZg3us+WkxZSECF3exVkZ2Hkk2ziu3zCLRfuZTm3zxrGh4VE29yoZgqdQA+/yp44kBxvZYzq+DBjxV6FNOCBH4TzbYgR8ZPR2LonkGsmdWjvu5bMYf49iOn3l5rRn76F3xr5uF39/wrBiPxs1zb53E3J+eic91rNLeEjjMSj+e+kXdwLrITLkB9Ea7Z8ft9dFy+iHh9BY3j33zyePsWPX9pYccx1tKZpvTnTZcXeiSjBf3wl08WtvlAJtUl8FcXwwtXFHoko9huJiZe4i+6E6z1nbeBt69fMfmX18LhzqLKkFIWhE/dCOuL5zwLgHaraopsjV/CnbQtnqLYlNaXraPz0oUsL6YMFqQmOoqtPPbVG80fMS0V0VF2elI+C50j4+d09ANgzRh9QPItbyZyzyacgRGsitRBIb71EIndrVR88c0TM+AzoLU+N9k+MLM6X3/zKXsXFYWoGxgW2Qm3WNm2xdBnXk5tTXGVJDG7Bn78TlhRVOGoee8/9Zniuvj1FNNaD49ScOtNhR7FKXw+mz3veyGxmVWsLvRgxtowr9AjyGz93OILsMDsaVlsLpgHTx1KTZIWiZh7XkwsK75W907Ax8jsGny+IqumWNhgShjfe22hRyLOI0V4hTHN2HbOjJ/T3gtkCPzWzQcgvu0wgStSM9ojP30YSgIEX37xOR/qmQonwud2W4Ori2sGP8krjyqCfWSmAqUU89P2QywqxXoBXIxBnzgtPp9N94XzqZUJIjER/vb5ZjuMlU2FHskoQ+vmsP/tV1Lz2uLLFAWDPiKR+Oh1rsWgLAi/eE+hRyHOM0X2KZiGfBYkHLTO3PQkcbIXAGtG9aiv+9ebUsfYloPJrzmDYSJ3P0XoZRePygIWmmnqch549UazuLgYs5FCiKIQDPpYvGgmCxcU6aSHmNrKQ3DdqqLqNAoQKg/SceUS7MrimxhdtbKZ1SubR+3vJ8T5SqaXJ5iy3XVhCSfjAl6nvQ8Ae0y3KauqDHvhzFGBX/iOx9DDEUr+uniaukQSERJ6nLVx08Xli2VxsRAiJ6UUDUW0jYMQk2H27FpCQT9VxbZeDQgGfASlmkIIQDJ+E8+rKc9S7um095lN3jM05whcvpzoo7twhsLoaJyR7z2A74KF+C9YOJEjPi3nbG2fEEIIIaYkv89m1qxqyaoJUeQk8JtgXsYvW4MXp70Pq74SlWGD9+ArLoGRKOE7H2f4G78ncbidsvfdOKHjPR0JJ0E0UYQd4oQQQgghhBCjSO57oo2X8TvZe0pjF4//oiX4L13G4Od+CrEEwRsuJHjN2oka6WmTbJ8QQgghhBBTw6Rm/JRStUqp+5VS+9y/a7LcLqGU2ur+uXsyx3jOJdf4Zcn4dfRlDfyUUlR+5W34Vs7Bf/lyKv755oka5WnTWhNOhAs9DCGEEEIIIUQeJjvj9wngQa31PyulPuH+/+MZbjeitV4/qSObIMrN+OlsGb+OPnzrsm9Wbs+uo/buT0/I2M5GJBE5t1s4CCGEEEIIISbMZK/xewXwA/ffPwBumuTHn3zevjEZMn46nsDpHMia8StmI3HJ9gkhhBBCCDFVTHbgN1Nrfdz99wlgZpbbhZRSm5RSTyilbpqcoU0QbwuH2KmBn9M1AFpjNVRO8qDOTsJJEHOkqYsQQgghhBBTxTkv9VRKPQDMyvCtf0z/j9ZaK6Uy72oO87TWrUqphcAflVLPaa0PZHm8dwDvAJg7d+5ZjHxiKDfjp51TyyKTe/iN2by92Em2TwghhBBCiKnlnAd+Wutrs31PKXVSKdWotT6ulGoE2rPcR6v790Gl1EPABUDGwE9r/U3gmwAbN27MFkgWjpfxy7DGz+kwgd9Uy/hFpKmLEEIIIYQQU8pkl3reDXitKW8G7hp7A6VUjVIq6P67HrgC2DlpIzzXkmv8smf8rCmU8YsmoiR05g6lQgghhBBCiOI02YHfPwPXKaX2Ade6/0cptVEp9W33NiuATUqpZ4E/Af+stZ6ygZ9yM346nmGNn5fxq586GT/ZwkEIIYQQQoipZ1K3c9BadwHXZPj6JuBv3X8/BqyZzHFNKF/ujJ+qLEWF/JM8qDOjtSYSl6YuQgghhBBCTDWTnfE7/3gbuGfM+PVPqa0cIokoGtm7TwghhBBCiKlGAr8JltrAPUPg196L1TCVAj8p8xRCCCGEEGIqksBvouXo6pmYQhk/RztEElLmKYQQQgghxFQkgd9ES3b1HJ3x01rjtPdNma0cIokIUHy7ZQghhBBCCCHGJ4HfBEt19Ryd8dODYQhHp8zm7SbwE0IIIYQQQkxFEvhNNF/mjF9yD78pkPFztENUyjyFEEIIIYSYsiTwm2h25jV+zokeAKxZNZM9otMm2T4hhBBCCCGmNgn8Jliyq+eYffwSbd0AWLNrJ31Mp0sCPyGEEEIIIaY2CfwmWpZ9/Bw38LOLPONnyjxjhR6GEEIIIYQQ4ixI4DfRcmT8rIZKVNBfiFHlzaztk26eQgghhBBCTGUS+E0w5cuS8TvejdUoZZ5CCCGEEEKIiSeB30TLEvglWruxG4u7zFNrLZu2CyGEEEIIMQ1I4DfBlLuBe/o+flprk/GbXVeoYeUlImWeQgghhBBCTAsS+E20DPv46b4h9FAEu6m4Sz2jjpR5CiGEEEIIMR1I4DfRMuzjlzjUbr41f0YhRpQ32bRdCCGEEEKI6UECvwmW2scvlfFLHDoJFHfgF0vEcLQz/g2FEEIIIYQQRU8Cv4mWIeMXP9wOSmHPbSjQoMYnTV2EEEIIIYSYPiTwm2jJNX5ppZ6H27Fm1xb1Hn6yjYMQQgghhBDThwR+E0xZFlgKnbadQ+LwyaIu80w4CRI6XuhhCCGEEEIIIc4RCfwmg89OZvx0wiG+tw3f4sYCDyo7KfMUQgghhBBiepHAbzLYVnID98SBEzASxbdmXoEHlZ1s4yCEEEIIIcT0IoHfJFA+O1nqGdt+BAD/mvkFHFF2WmuiiVihhyGEEEIIIYQ4hyTwmwy2lezqGd9+BEIB7EWzCjyozKJOFNCFHoYQQgghhBDiHJLAbzL4LHD38YtvP4pvRTPKZxd4UJnFJNsnhBBCCCHEtCOB3yRQto2OsAKq5AAAYb9JREFUO2jHIb7jKP7Vxbu+Txq7CCGEEEIIMf1I4DcZ3Ixf4mgHejCMb9WcQo8oI9nGQQghhBBCiOlJAr9JYJq7OCSOdgJgLyzm9X1CCCGEEEKI6UYCv8ng7uPntHYBYM+uK/CAMotKmacQQgghhBDTkgR+k8Hdxy/R1g2WwppZVegRZSTbOAghhBBCCDE9SeA3CZTPRiccnLZurFk1KL+v0EM6RSwRQ+MUehhCCCGEEEKICSCB32RwM35ORz9WQ2WhR5ORrO8TQgghhBBi+iq+1NN05LNN4Nc/glVVVujRZCRlnkIIIYQQQkxfk5rxU0q9Vim1QynlKKU25rjdi5VSe5RS+5VSn5jMMU4EZVtmH7/+YVRlSaGHcwqtNTFHAj8hhBBCCCGmq8ku9dwOvAr4S7YbKKVs4GvAS4CVwBuUUisnZ3gTxN3HT/cPo4ow42fKPHWhhyGEEEIIIYSYIJMa+Gmtd2mt94xzs4uB/Vrrg1rrKPBT4BUTP7oJZNsQS+D0DWMVYcYvJmWeQgghhBBCTGvF2NxlNtCS9v9j7tcyUkq9Qym1SSm1qaOjY8IHdyaUz0YPRyAaR1WWFno4p5DGLkIIIYQQQkxv57y5i1LqAWBWhm/9o9b6rnP9eFrrbwLfBNi4cWNx1iv6LJyuAYCia+7iaIe4Ey/0MIQQQgghhBAT6JwHflrra8/yLlqBOWn/b3a/NnX5bJyeQYCia+4i3TyFEEIIIYSY/oqx1PNpYIlSaoFSKgC8Hri7wGM6K8q2IJYw/y6yjF9MyjyFEEIIIYSY9iZ7O4dXKqWOAZcB9yil/uB+vUkpdS+A1joOvBf4A7AL+LnWesdkjvOc86cSq8XW3EUyfkIIIYQQQkx/k7qBu9b6V8CvMny9Dbgh7f/3AvdO4tAmlAr5U/8uooyfox0SWtb3CSGEEEIIMd0VY6nntKNCgeS/rSLq6inZPiGEEEIIIc4PEvhNglEZvyIq9ZT1fUIIIYQQQpwfJPCbDF7GrySA8k9qdW1OkvETQgghhBDi/CCB3yTwMn7pJZ+FJuv7hBBCCCGEOH9I4DcJvIAvveSz0CTbJ4QQQgghxPlDAr9JkMz4lRRPxi/uSOAnhBBCCCHE+UICv0mQzPgFiyjjJ41dhBBCCCGEOG9I4DcJVH0lADqWKPBIDK01cUfW9wkhhBBCCHG+KJ4Wk9OYPacegOCNGws8EsPRDiFfqNDDEEIIIYQQYkryWcVTyZcvCfwmgW/BTGp++Ul8a+YVeigA2JZNZaCy0MMQQgghhBBCTBIJ/CaJ/8JFhR6CEEIIIYQQ4jwla/yEEEIIIYQQYpqTwE8IIYQQQgghpjkJ/IQQQgghhBBimpPATwghhBBCCCGmOQn8hBBCCCGEEGKak8BPCCGEEEIIIaY5CfyEEEIIIYQQYppTWutCj+GcUUp1AEcKPY4M6oHOQg9CjCKvSXGS16X4yGtSfOQ1KU7yuhQfeU2Kk7wuE2+e1rph7BenVeBXrJRSm7TWGws9DpEir0lxktel+MhrUnzkNSlO8roUH3lNipO8LoUjpZ5CCCGEEEIIMc1J4CeEEEIIIYQQ05wEfpPjm4UegDiFvCbFSV6X4iOvSfGR16Q4yetSfOQ1KU7yuhSIrPETQghx3lJK/SPw10ACcIB3aq2fnKDHegj4iNZ600TcvxBCCJGLr9ADEEIIIQpBKXUZcCOwQWsdUUrVA4ECD0sIIYSYEFLqKYQQ4nzVCHRqrSMAWutOrXWbUuozSqmnlVLblVLfVEopMBk7pdR/KKU2KaV2KaUuUkr9Uim1Tyn1efc285VSu5VSP3Zvc4dSqnTsAyulXqSUelwp9YxS6hdKqXL36/+slNqplNqmlPryJD4XQgghpjkJ/IQQQpyv7gPmKKX2KqW+rpR6gfv1/9ZaX6S1Xg2UYLKCnqjbhvx/gbuA9wCrgbcqperc2ywDvq61XgH0A+9Of1A3s/hp4Fqt9QZgE/Bh9+dfCazSWq8FPj8Bv7MQQojzlAR+Qgghzkta60HgQuAdQAfwM6XUW4GrlVJPKqWeA14IrEr7sbvdv58Ddmitj7sZw4PAHPd7LVrrR91//wh43piHvhRYCTyqlNoK3AzMA/qAMPAdpdSrgOFz9bsKIYQQssZPCCHEeUtrnQAeAh5yA713AmuBjVrrFqXUrUAo7Uci7t9O2r+9/3vn1LFd08b+XwH3a63fMHY8SqmLgWuA1wDvxQSeQgghxFmTjJ8QQojzklJqmVJqSdqX1gN73H93uuvuXnMGdz3XbRwDpmPoI2O+/wRwhVJqsTuOMqXUUvfxqrTW9wIfAtadwWMLIYQQGUnGTwghxPmqHLhNKVUNxIH9mLLPXmA7cAJ4+gzudw/wHqXUd4GdwP+kf1Nr3eGWlN6ulAq6X/40MADcpZQKYbKCHz6DxxZCCCEykn38hBBCiHNEKTUf+K3bGEYIIYQoGlLqKYQQQgghhBDTnGT8hBBCCCGEEGKak4yfEEIIIYQQQkxzEvgJIYQQQgghxDQngZ8QQgghhBBCTHMS+AkhhBBCCCHENCeBnxBCCCGEEEJMcxL4CSGEEEIIIcQ0J4GfEEIIIYQQQkxzEvgJIYQQQgghxDQngZ8QQgghhBBCTHMS+AkhhBBCCCHENCeBnxBCCCGEEEJMcxL4CSGEEEIIIcQ0J4GfEEIIIYQQQkxzEvgJIYQQQgghxDQngZ8QQgghhBBCTHMS+AkhhBBCCCHENCeBnxBCCCGEEEJMcxL4CSGEEEIIIcQ0J4GfEEIIIYQQQkxzEvgJIYQQQgghxDQngZ8QQgghhBBCTHMS+AkhhBBCCCHENCeBnxBCCCGEEEJMcxL4CSGEEEIIIcQ0J4GfEEIIIYQQQkxzEvgJIYQQQgghxDQngZ8QQgghhBBCTHMS+AkhhBBCCCHENCeBnxBCCCGEEEJMcxL4CSGEEEIIIcQ0J4GfEEIIIYQQQkxzEvgJIYQQQgghxDQngZ8QQgghhBBCTHMS+AkhhBBCCCHENCeBnxBCiGlFKXVYKXXtmK+9VSn1yAQ+plZKLc7x/bcqpRJKqUGlVL9S6lml1I2ncf+n/E5CCCHE6ZDATwghhDhDSinfadz8ca11OVANfB34qVKqeiLGJYQQQowlgZ8QQojzjlKqSSl1p1KqQyl1SCn1/rTvXayUelwp1auUOq6U+m+lVCDt+1op9R6l1D5gn1LqL+63nnUzen+V67G11g7wQ6AMWOLe5yKl1B+VUl1KqU6l1I+9oFAp9UNgLvAb9/4/5n79UqXUY+44n1VKXXWunh8hhBDTjwR+QgghzitKKQv4DfAsMBu4BvigUup69yYJ4ENAPXCZ+/13j7mbm4BLgJVa6+e7X1untS7XWv9snMe3gb8BYsAR78vAl4AmYAUwB7gVQGv9ZuAo8DL3/v9VKTUbuAf4PFALfAS4UynVcFpPhhBCiPPG6ZSoCCGEEFPFr5VS8bT/B4Bn3H9fBDRorT/n/v+gUupbwOuBP2itN6f93GGl1DeAFwD/mfb1L2mtu09zTJcqpXoxmb448CatdTuA1no/sN+9XYdS6ivAZ3Pc15uAe7XW97r/v18ptQm4AfjBaY5LCCHEeUAyfkIIIaajm7TW1d4fRmfs5gFNbolkrxuMfQqYCaCUWqqU+q1S6oRSqh/4Iib7l67lDMb0hDuWGuBu4ErvG0qpmUqpnyqlWt3H/FGGx0w3D3jtmN/heUDjGYxLCCHEeUACPyGEEOebFuBQemCota7QWt/gfv9/gN3AEq11JSYoVGPuQ5/pg2utB4F3AW9WSl3gfvmL7n2ucR/zTWMec+zjtQA/HPM7lGmt//lMxyWEEGJ6k8BPCCHE+eYpYEAp9XGlVIlSylZKrVZKXeR+vwLoBwaVUssxQdp4TgIL8x2AWyb6beAzaY85CPS56/c+Os79/wh4mVLqenf8IaXUVUqp5nzHIIQQ4vwigZ8QQojzitY6AdwIrAcOAZ2YIKzKvclHgL8GBoBvATmbtbhuBX7gll2+Ls+h/Cdwg1JqLfD/gA1AH6Zpyy/H3PZLwKfd+/+I1roFeAUmG9mByQB+FDmvCyGEyEJpfcbVKkIIIYQQQgghpgCZGRRCCCGEEEKIaU4CPyGEEEIIIYSY5iTwE0IIIYQQQohpTgI/IYQQQgghhJjmfIUewLlUX1+v58+fX+hhCCGEEEIIIURBbN68uVNr3TD269Mq8Js/fz6bNm0q9DCEEEIIIYQQoiCUUkcyfV1KPYUQQgghhBBimpPATwghhBBCCCGmOQn8hBBCCCGEEGKam1Zr/IQQQgghhBDnj1gsxrFjxwiHw4UeyqQLhUI0Nzfj9/vzur0EfkIIIYQQQogp6dixY1RUVDB//nyUUoUezqTRWtPV1cWxY8dYsGBBXj8jpZ5CCCGEEEKIKSkcDlNXV3deBX0ASinq6upOK9MpgZ8QQgghhBBiyjrfgj7P6f7eUuophBBCCCGEmFixCHQdh45W988x6GmHoV4Y6IXBXhjqg1gUEnGIRyEeA61z3++7vwGB+CT8Ahk0zofSisI89hmQwE8IIYQQQghxbmgN7S1weCcc3QMte6FlD5w4AtpJ3U5ZUN0AFdVQXg1Ni6CsEgJBsP3g84PtA2ucAsXSCqiZMZG/UXa+AAC2bbNmzRri8TgLFizghz/8IdXV1Vl/bOvWrbS1tXHDDTdM0kANCfyEEEIIIYQQZyYagf1bYd8W2LsF9m+Bvi7zPaVg5jyYsxQueynMnAsNzeZP7UwT2J2tXbvMfRVQSUkJW7duBeDmm2/ma1/7Gv/4j/+Y9fZbt25l06ZNEvgJIYQQQgghipTWcHQ3bHsEnnsUdj1lyjgBZs2Hdc+HJRtg4WpoXgLBkoIOd7JddtllbNu2DYCnnnqKD3zgA4TDYUpKSvje977HggUL+MxnPsPIyAiPPPIIn/zkJ7nxxht53/vex/bt24nFYtx666284hWvOOdjk8BPCCGEEEIIkV0sAs89Bk/fB8/8Efo6zdebl8C1b4DVl8OSC6CytrDj/ME/weFd5/Y+56+Am2/J66aJRIIHH3yQt7/97QAsX76chx9+GJ/PxwMPPMCnPvUp7rzzTj73uc+xadMm/vu//xuAT33qU7zwhS/ku9/9Lr29vVx88cVce+21lJWVndNfRQI/IYQQQgghxGjhYdjyJ3jqD7D1zzAyCCXlsP4FJqu39nlQO6vQoywKIyMjrF+/ntbWVlasWMF1110HQF9fHzfffDP79u1DKUUsFsv48/fddx933303X/7ylwGzRcXRo0dZsWLFOR2nBH5CCCGEEEIIcBKw4wl4+Ffw1H0QHjJZvMteChe9CFZfBv5goUeZXZ6ZuXPNW+M3PDzM9ddfz9e+9jXe//73c8stt3D11Vfzq1/9isOHD3PVVVdl/HmtNXfeeSfLli2b0HFK4CeEEEIIIcT57ORReOB2ePRu6D5hMnuXvRSe9wpYcRFYdqFHOCWUlpby1a9+lZtuuol3v/vd9PX1MXv2bAC+//3vJ29XUVHBwMBA8v/XX389t912G7fddhtKKbZs2cIFF1xwzscnG7gLIYQQQghxPtIafvtt+PB1cM93YN4KeP9/wTeehHd+CVZdKkHfabrgggtYu3Ytt99+Ox/72Mf45Cc/yQUXXEA8ntpr8Oqrr2bnzp2sX7+en/3sZ9xyyy3EYjHWrl3LqlWruOWWiclcKj3epohTyMaNG/WmTZsKPQwhhBBCCCGK373fg//7PFx8Pbz1M1Nyzd6uXbvO+Vq4qSTT76+U2qy13jj2tlLqKYQQQgghxPlm3xb40Zfgouvgg/89/kbpYsqTV1gIIYQQQojzSSIO3/kMVDfAu/5Ngr7zhLzKQgghhBBCnE/+9As4vBPe8mkorSj0aMQkkcBPCCGEEEKI80UiDnf9LyxeD5e8uNCjEZNIAj8hhBBCCCHOF4/9FjqOwU3vAqUKPRoxiaS5ixBCCCFEMYhH4fhhaDsIPe3Q1wEDvWZTbYDZi+HyG6FmRiFHKaa6e74LzUtgwwsLPRIxySTwE0IIIYQohK7jsOtp2PUk7H3GBHyJ1F5fKAvKq8G2TfD3x5/BT/8Nbno3vPLdsr+aOH2HtsPhHfA3t0pDl3NIKcUb3/hGfvSjHwEQj8dpbGzkkksu4be//W2BR5cigZ8QQgghxGTQGo7uhqfug6fvM/8GKCmHpRtMBqZ5CTQvhppZUFkzOrg7fgh+/h/wi/+Eg9vhg18Ff7Agv4qYoh78mXnPXPHyQo9kWikrK2P79u2MjIxQUlLC/fffz+zZsws9rFNMaKivlPqQUmqHUmq7Uup2pVRIKfVepdR+pZRWStXn+NmblVL73D83T+Q4hRBCCCEmTF8n/OZb8A/Xw8dvhF/eZoK9N34CvnQXfOcZ+OT34A0fhStvggWrobr+1Ixe4wL4wFfhrZ+FzQ/Af74/VQYqxHgiI/Do3XDpS6C8qtCjmXZuuOEG7rnnHgBuv/123vCGNyS/NzQ0xNve9jYuvvhiLrjgAu666y4ADh8+zJVXXsmGDRvYsGEDjz32GAAPPfQQV111Fa95zWtYvnw5b3zjG9Fan/UYJyzjp5SaDbwfWKm1HlFK/Rx4PfAo8FvgoRw/Wwt8FtgIaGCzUupurXXPRI1XCCGEEOKc0Rp2Pw2/+z5sftCUcC67EP7287DxOhPYnakXvwXQ8P3PwU//Hf76Y+dq1GI6e+aPMDIIV72m0COZWHdfderXFr0OVr0bYsPwuxtO/f6yt5o/I51w/5jn5+UP5fWwr3/96/nc5z7HjTfeyLZt23jb297Gww8/DMAXvvAFXvjCF/Ld736X3t5eLr74Yq699lpmzJjB/fffTygUYt++fbzhDW9g06ZNAGzZsoUdO3bQ1NTEFVdcwaOPPsrznve8vJ+GTCa61NMHlCilYkAp0Ka13gKmFjaH64H7tdbd7m3vB14M3D6xwxVCCCGEOAtOAp76A/zm23DgWaiogZe8Fa5+rWnOcq5c/xZo2Qt3fwPWXGH+CJHLE7+DqnpYcXGhRzItrV27lsOHD3P77bdzww2jg8v77ruPu+++my9/+csAhMNhjh49SlNTE+9973vZunUrtm2zd+/e5M9cfPHFNDc3A7B+/XoOHz5cvIGf1rpVKfVl4CgwAtyntb4vzx+fDbSk/f+Y+zUhhBBCiOLjJOCRu+HOr8LJozBrHrztc/CCV0Gw5Nw/nlJw8y2w6yn434/Dv/1ONuIW2YWHYcuf4AWvnv5NgXJl6Pylub9fUp93hi/jQ7/85XzkIx/hoYceoqurK/l1rTV33nkny5YtG3X7W2+9lZkzZ/Lss8/iOA6hUCj5vWAwtX7Xtm3i8Thna8LW+CmlaoBXAAuAJqBMKfWmCXicdyilNimlNnV0dJzruxdCCCGEyE5rk+H72Evh6x8xa/c+/HX4yv3wojdOTNDnCYTg3V+G7pOm6YsQ2Wx9CKJhs75PTJi3ve1tfPazn2XNmjWjvn799ddz2223JdfpbdmyBYC+vj4aGxuxLIsf/vCHJBITu2Z3Ipu7XAsc0lp3aK1jwC+By/P82VZgTtr/m92vnUJr/U2t9Uat9caGhoazGrAQQgghRN52PQ3/+Er4yrvBceCDt8EX74KLr5+8rMridXDN6+G+H8GxfZPzmGLqeeJ3UFUnZZ4TrLm5mfe///2nfP2WW24hFouxdu1aVq1axS233ALAu9/9bn7wgx+wbt06du/eTVlZ2YSOT52LDjEZ71ipS4DvAhdhSj2/D2zSWt/mfv8wsFFr3ZnhZ2uBzcAG90vPABd6a/6y2bhxo/YWRAohhBBCTIjONvjxP8Pj90DtLHjdh0w3TrtAu2T1d8EHr4El6+GT3y/MGETxikfh7y6Cy14K7/hioUdzzu3atYsVK1YUehgFk+n3V0pt1lpvHHvbCcv4aa2fBO7ABG3PuY/1TaXU+5VSxzBZvG1KqW+7A9zo/dsN8P4JeNr987nxgj4hhBBCiAkVDcOdt8GHr4NND8Cr3wf/8YDpkliooA+gsg5e9V549mGThRQi3Z7NppvnhqsLPRJRYBN6lNJafxazLUO6r7p/xt52E/C3af//LiZjKIQQQghRWNsegW9/Gtpb4NIb4K8/DjOaCz2qlOveaPYKvPOr8OkfFno0ophs/TPYflh1WaFHIgpsQjdwF0IIIYSY0vq74Wv/AF+82WT1bvmRWctXTEEfmCYyL38nbH9Msn5itC0PwYqLTOOhaWqilq4Vu9P9vSXwE0IIIYQYS2t45C74h+vhsd/CK98D/3JPcWdNrn2D2aftV18r9EhEsehoNU1/Lriq0COZMKFQiK6urvMu+NNa09XVNWoLiPEUsCBdCCGEEKIIdbbBt/4Rnv0LLF5vGmLMXTbujxVcsARe/Bb42VfM5u5zlhZ6RKLQtv7Z/L3+qoIOYyI1Nzdz7Ngxzsdt3UKhUHKT93xI4CeEEEIIASbL99Ad8H+fN9szvPUz8KI3Ta0Nr695A/zya/C778E7vlTo0YhCe/bP0NAMTQsLPZIJ4/f7WbBgQaGHMSVIqacQQgghRDwG3/iE+bNgFfzbvfDim6dW0AdQWQvPfyU8/GuzzYM4fzkJ2PkkrLkclCr0aEQRkMBPCCGEEOc3x4GvftBk+179Pvj0j2DGnEKP6szd8DcQi8IDtxd6JKKQDu+E4QFYWcTrUsWkksBPCCGEEOe3n/wLPPV7eNMn4bUfBGuKXx7NXgxrr4QHf2qyPuL8tOMJ8/eqSws7DlE0pviRTQghhBDiLGz+I/z222Yt30vfXujRnDvXvB66jpsGNeL8tPMJs7avZkahRyKKhAR+QgghhDg/9XXCNz8Bc5fDmz81vdZBXfhCqKqDP/6s0CMRhRCPmf0ci3n7ETHpJPATQgghxPnph1+CoQF471fAHyz0aM4tXwCe/2qT0expL/RoxGQ7tB3CQ1LmKUaRwE8IIYQQ5589m+GRX8ONb58ae/SdiRe+zqzxe+iOQo9ETDZvfd/KSwo7DlFUZB8/IcT0dfwQ7HoKDm43M97hISivhsVr4ZKXTO2ufUKIM+c48IPPQc1MuOldhR7NxGlcYDI+f/q5+T2nUymryG3HEzBnKVTWFXokoohI4CeEmF4iI/CnX5gZ7sM7zNfKKqF+NgRLzNee/B385F9N8PemT0J9U2HHLISYXI//1kwIvfcrECor9Ggm1gteDV//KOzdDMs2Fno0YjLEY+b1vuo1hR6JKDLjBn5KqRnAFUATMAJsBzZprZ0JHpsQQuQvEYf7fgS//jr0dcHC1fCWT8P6q6Bx/uiZ7s42eOAncO/3YMuf4O3/ZDY8FkJMf04C7vxvkw25/GWFHs3Eu/h6+M5n4OG7JPA7XxzZZSZB5fUWY2QN/JRSVwOfAGqBLUA7EAJuAhYppe4A/l1r3T8J4xRCiOwObINv/aPZrHbVZfDB98OKi7Pfvr4JXv8RuOYNZib86x+BQztMV7+pvn+XECK3x+6BtgPwwf8+Pz7voTLYeB08fg/c/Onp18RGnGrPZvP3sgsLOw5RdHJl/G4A/k5rfXTsN5RSPuBG4DrgzgkamxBC5OY48Jtvws++AtUN8OGvw0Uvyn8dS8Ns+PT/wQ+/CL/7Hgz3wzu/BJY9seMWQhSGk4Bf3maauVx8faFHM3muvAkevRu2/tkcI8X0tvcZM8FZ11jokYgikzXw01p/NMf34sCvJ2JAQgiRl6F+uO2D5kLm0hvgHV+E0orTvx/bBzffAmVVcOdXwbbh774oTRCEmI6eug/aDp4/2T7PmivMnn4P/1oCv+lOa5Pxy1X1Is5b+azxqwbeAsxPv73W+v0TNiohhMilsw3++W2ma+fb/h9c98azC9SUgtd+AJw4/OrrUNsIr5FDnBDTzr3fhRlz4eLzLPixfWY94/0/gcE+KK8q9IjEROlsg56TsHRDoUciilA+0133YoK+54DNaX+EEGLyHdkFt7wauo7DJ74LL3rTucvOve7D8PxXwR3/BY/cfW7uUwhRHPY/a0rgXnLz+VnOfeVNEI/CE/cWeiRiIsn6PpFDPts5hLTWH57wkQghxHgO74TPvxkCIfjcz2HOOd50WSlTMtreAt/6FMxbdu4fQwhRGPd+F0rKz98W9wtWm339Hr8Hrn1DoUcjJsrezaahz1w5d4lT5ZPx+6FS6u+UUo1KqVrvz4SPTAgh0nlBX7AEPnv7xAVkPj984KvmAvEr74HhgYl5HCHE5Olsgyd+By/8K/PZPh8pZdZD73wSejsLPRoxUfZshiXrTXmvEGPkE/hFgX8DHidV5rlpIgclhBCjtOxJBX2f+QnMnDuxj1czAz5wG5w8Ct+9dWIfSwgx8e7/iWl68eKbCz2SwrrspaAdeOoPhR6JmAjDA3B0DyyVMk+RWT6B3z8Ai7XW87XWC9w/Cyd6YEIIAZiZ+i+9DfyByQn6PCsugle/Dx75tSmNEkJMTU4C/vJLuOAqs4XL+WzOUmhaBE/KOr9pad9WE9jL+j6RRT6B335geKIHIoQQpxjqN907RwZNI5fJCvo8N70LFq2Db98C3Scm97GFEOfGtkdMl8MXvLrQIyk8peCyG2DnU9DbUejRiHNt72ZQlin1FCKDfAK/IWCrUuobSqmven8memBCiPNcLAJf/ns4fhj+4X9g3orJH4Ptg/f8uxnL/37ClIoJIaaWP98JFTVw4QsLPZLicOkNUu45Xe3dYpq6nK/rWMW48gn8fg18AXgM2c5BCDEZtIbvfAZ2PQnv/ldYfXnhxtK0AN74Cdj2sCkXE0JMHYN9sOl+uOJl4AsUejTFYc5SaF4Cj0u557TiOHBwm2T7RE7jtvzRWv9AKRUAlgMa2KO1juZz50qpDwF/6/7cc8DfAI3AT4E6TAD55rH3p5SaD+wC9rhfekJr/ff5PKYoQlpDX6fZbLujFQZ7zZ/wsNkw23EgETf7Ki1aC897hemsKM5ff/g/eOgOeNV74YqXF3o0ZoP4x34DP/wirH8BVNUXekRCiHw89luIReEF5+kWDtlc8hL45W3Q026aWYmp78QRszxi0bpCj0QUsXEDP6XUDcA3gAOAAhYopd6ptf7dOD83G3g/sFJrPaKU+jnweuAG4D+01j9VSv0v8HbgfzLcxQGt9frT+m1E8Wg/Bk/fZ9pG79lkAr10SkGgBHw+E/BZFsRjcP+P4U+/gI9/G0orCjJ0UWA7Hof/+wJceC285gOFHo1hWfB3X4CPv8yM7X3/UegRCSHy8ec7YO5ymL+y0CMpLpe+BO78Kjz5e3jxWwo9GnEuHHjW/L14bWHHIYpaPpt8fAW4Wmu9H0AptQi4B8gZ+KXdf4lSKgaUAseBFwJ/7X7/B8CtZA78xFSTiMMT98Iffgh7nzFfmzUPNl4H81dA40JoaIbKGhPUWfbon9caHr0b/udjcNuH4GPfMgGiOH+0H4P/fJ/ZZPg9XzYBV7FoXgKvfDfc8V8mK33BVYUekRAil5a9cGAbvOXTci4Zyyv3fOJeCfymiwPPQrAUZi8u9EhEEcsn8Bvwgj7XQWDcHY211q1KqS8DR4ER4D5MaWev1jru3uwYkK238gKl1BagH/i01vrhPMYqCkFr0+7+p/8O7UfNRfvrPwKX3wgz5uR/P0qZC+rBXvj+58yC/KukPOe8EYvAf77HTCD8w/8WZ8b3Fe807/XvfAa+/DsIlRV6REKIbP58p2nQ9LwiKBcvRl65Z28nVEv5+pS3fxssXHPqpLoQafKZTt+klLpXKfVWpdTNwG+Ap5VSr1JKvSrbDymlaoBXAAuAJqAMeHGe4zoOzNVaXwB8GPiJUqoyy+O8Qym1SSm1qaNDWhNPuvYW+Pyb4KsfgNJy033x3+8zbfBPJ+hL96I3mz1ofvwvEB46t+MVxevH/wwHt8O7/800VClG/iC84wvQ2Qq/+K9Cj0YIkU08Bg//GjZcDZV1hR5Ncbr4ejNxu+n+Qo9EnK14FA7vlDJPMa58Ar8QcBJ4AXAV0AGUAC8Dbszxc9cCh7TWHVrrGPBL4AqgWinlZRqbgdaxP6i1jmitu9x/b8asL1ya6UG01t/UWm/UWm9saGjI49cR58wTv4NPvMxcrL/tc/DFX8NFLzr78jzLgjd9Ega64f6fnJOhiiL31B/g9/8HL/kbUxpczJZthGvfAL/7PhzaUejRCCEyefZh01RM9u7Lbu4yszfq0/cVeiTibB3ZbYI/aewixpFPV8+/OcP7PgpcqpQqxZR6XgNsAv4EvAbT2fNm4K6xP6iUagC6tdYJpdRCYAmmxFQUA63hztvMWqfF6+H9/3nm2b1sllwAa66A337LrD/wB8/t/Yvi0d4C//txU6Lyxo8VejT5ef1H4en74dufhn+6Q0prhCg2f74DKmth/VWFHknxUspk/e79vukGWZaxsEpMBfu9xi4S+Incxk3NKKUWKqV+o5TqUEq1K6XucoOxnLTWTwJ3AM9gtnKwgG8CHwc+rJTaj9nS4Tvu47xcKfU598efD2xTSm117+Pvtdbdp//riXPOceBb/2iCvhe8Gm69/dwHfZ4b/w76umQ2cjqLR+G/PmAmEz7w1amzz1Z5Fdz8adM44r4fF3o0Qoh0/d2w+Y/wvJtka6DxXPQiSMRgy58KPRJxNg48a7YZqmss9EhEkcunJu8nwM8x++81Ab8Abs/nzrXWn9VaL9dar9Zav9kt4Tyotb5Ya71Ya/1arXXEve3dWuvPuP++U2u9Smu9Xmu9QWv9mzP79cQ5pTV897Pwx5+ZNXx//y8Te6G+5goTVD7404l7DFFYt3/ZnLD+/l9MydFUctmNsO5K+Nm/Q/eJQo9GCOF59G4TzEhzsPEtXm/28XvqD4UeiTgb+7eZbJ90rxXjyCfwK9Va/1BrHXf//Aiz7k+cb27/N3jgJ/CKvzddOyf6AGNZ8MK/gh1PwInDE/tYYvI99yjc8x2zOfol+fZ9KiJKmbWt8Rh8/58KPRohhOfPv4SFq80aNpGbZZms37N/gchIoUcjzsTwALQdgEXS2EWML2vgp5SqVUrVAr9TSn1CKTVfKTVPKfUx4N7JG6IoCg/dAXd/A679axP0TZYrbzJ/Py5vuWllqN/s19i00DTymapmzoXXvB+e+j1sfrDQoxFCHNkFh3fA86WpS94uepEJ+rbJrllT0oFt5m9p7CLykCvjtxnTjOV1wDsxTVkeAt4F/NWEj0wUj/3PwndugdWXw998dnJLCeoazdYOj98zeY8pJt73boXeDnjPv0OwpNCjOTsvfbvZDPl7t8r2I0IU2kN3mCUIV7ys0COZOlZcDOXVUu45VSUDvzWFHYeYErIGflrrBVrrhe7fY/+M29xFTBND/fAf74HqGab5hj1uI9hz79Ib4OhuaD0w+Y8tzr0n7oVH7oJXvXd6lKb4/PC3n4fONtnbT4hCikfhkbvhwmugoqbQo5k6fH7znD3zR/MciqnlwLMwa74J3oUYR65Sz+fl+kGlVKVSavW5H5IoKt+7FXra4YO3Fe5EeslLTJbxyd8V5vHFudN9Er59iylJueldhR7NubPsQtnbT4hCe+ZPZv/Xq6TM87Rd9CIz0bvjyUKPRJwur7GLEHnIVer5aqXUY0qpzyilXqqUulgp9Xyl1NuUUj8EfovZyF1MV4/fUxyZmdqZsHAtbHmocGMQZ09r+MbHIRo2JZ7Trc366z9qJke+/WlwEoUejRDnnz//0nSoXHtloUcy9ax9HgRLZfukqab7BPScnB7VM2JS5Cr1/BBwI3AceC3wT8CHMZupf0Nr/Xyt9dOTMkox+Qb74Lu3moNJMWRmLrgK9m+F/q4CD0Scsft/As8+bJq5NC0o9GjOvVF7+/2o0KMR4vzS22n2onveTYVZkjDVBULmPPv0fTJxNZXIxu3iNOXczkFr3a21/pbW+q1a6+u11jdprT+ptX5ksgYoCuTnX4HBXvi7LxRHZuaCq0zG6FnpOjYltR2CH33R7Ht33RsLPZqJk9zb7yvQdbzQoxHi/PHoXSZgkTLPM3fxi6CvE/ZtKfRIRL4ObAPbD/NWFnokYorIZx8/cb45tB3u/zFc/yaYXyQHkwWroarOzOiKqSURh6/9A/iD8M5/md4bzKbv7fcD2dtPiEmhtenmuXg9zF5c6NFMXeuvMh1Rn5Jyzylj/7MwbzkEgoUeiZgiJPATo2kN3/8cVNbCaz9U6NGkWBase4HJ+EkZytTy6/8xXcf+9p/Mes3pLrm33x9g0wOFHo0Q09+h7dCyF14g2b6zUloBay435Z5aF3o0YjyOAwefkzJPcVok8BOjPfMn2LMZXvtBKKss9GhGW3clDPVJ18Sp5MA2uPM2uOLlcNlLCz2aySN7+wkxeR66E/wBuPzGQo9k6rvoemhvgSO7Cj0SMZ7jB2FkUBq7iNMybuCnlCpVSt2ilPqW+/8lSik5uk5HjgM/+3eTsbjqtYUezalWXmr+3vF4Ycch8hMZga99BKob4G9uLfRoJpe3t1/XcbPeTwgxMWIRePRusx1BsU1WTkUbrwFlwZO/L/RIxHj2bTV/S8ZPnIZ8Mn7fAyLAZe7/W4HPT9iIROE8/luzUfprP1QcDV3GqpkBTYtgxxOFHonIx+3/Cm0H4F3/ajpenm+WXQgverPZ2+/ZvxR6NEJMT5sfNJUgL3hNoUcyPVTWwYqLZFuHqeDANigph8aFhR6JmELyCfwWaa3/FYgBaK2HgWncneE85STgjq/C3OXFXS6z+jLYvck0zxDFa9sj8Pv/g5e8FdZcUejRFM6bPmFKPr/+EejtKPRohJh+HroDameZtWni3LjkJXBsn/kjiteBbbBwtemBIESe8nm3RJVSJYAGUEotwmQAxXSy6QE4fghe+e7iPoisvBQiw+aAJ4pTeAi++UmTnX3DRws9msIKhOD9/wUjQ6azqeMUekRCTB/dJ03Dr+e/Eiy70KOZPi56kflbyj2LVywCR3bDQlnfJ05PPlf4twK/B+YopX4MPAh8fCIHJSaZ1nDXN2DGXLjkxYUeTW4rLzF/75Ryz6L1s/+AzjZ45xdN4HO+m7MU3voZeO5Rsz+mEOLcePhXoB3p5nmu1c40pepP/aHQIxHZHNkNiZis7xOnbdzAT2t9H/Aq4K3A7cBGrbVspjad7HrKtNu/8W+Lf9a0staUo26XBi9FqXU//P4HcO1fw7KNhR5N8bj6dfDCvzJbWzxyV6FHI8TUpzX86Rew4mJoXFDo0Uw/F7/YdPY8cbjQIxGZeFVP0tFTnKZ8uno+qLXu0lrfo7X+rda6Uyn14GQMTkyS33zTBFRXTZFZ0xUXwf6tZmNwUVx+/p8QLIHXfbDQIykuSsHbbjUZ6298AnY9XegRCTG17d5kgpKrpKnLhPCqf56UrF9ROrANquqgrrHQIxFTTNbATykVUkrVAvVKqRqlVK37Zz4we9JGKCbWiSOw5SG47k1Tpyxv2YVmqwDZZ6i4HHwOnvwdvPRtpjOcGM0XgA99DRqa4V/eDnufKfSIhJi6HvqF6Wh4yUsKPZLpqb4JFq0zx3RRfA5sM6+Pkl6L4vTkyvi9E9gMLAeecf+9GbgL+O+JH5qYFA/ebso7r/mrQo8kf0svNH/LhXNxuesbZh+tl7690CMpXhU18Okfmb0Nv/Q3sjWJEGdieACeuBcueymESgs9munrkuvNhF77sUKPRKQbGTRbJUmZpzgDWQM/rfV/aa0XAB/RWi9I+7NOay2B33QQjZhW2BuvNe2wp4r6JjPePZsLPRLhaT9mGgFc8wYorSj0aIpb7Uy45UdQMxO+eDM88BOzXkkIkZ8n7jVVH1e/rtAjmd4udss9n5Zyz6JycLs5ZyxcU+iRiCkon66efUqpt4z9M+EjExPvyd/BQA9c98ZCj+T0LbtQMn7F5Pc/MNuAXP/mQo9kaqhrhM/fafal/PYtpvSzo/X/t3ffcVKV1x/HP4eOVAER6R2llwVBEAUVFRV7iyaWGBM1RePPqLEmMc1o1MRekmhixWDXCCgISJHeQZoFEAXpvZ3fH89dWZZdGHZ35s7OfN+v133dmXunnNm7d3fOfZ7nPHFHJVI6jBgMDVupomGy1WsCTdvCeHX3TCuLpoe1WvykCBJJ/LrnWY4lTO8wKIkxSaoMfwHqNYV2veKO5OC17grffhWmDZB4bdkII14JY2000Dxxh1SDm5+BH9weKuv+8iR45QHYujnuyETS15efwoKp0O98jW9KhaNPCT/v1SvijkRyLZoJdRuFonwiBymR6Rx+lmf5EdAVqJr80CSpli8JXSX7X5DeE7YXpo3G+aWNsW+H5O/Uy+KOpPQpUxYGXgH3D4XuJ8GQh0MCOOYNdf8UKciwF6B8BTj27LgjyQ653T01p1/6WDRD3TylyIryjX8ToElzSrsxr4OVgT5nxR1J0TQ+Mkwb8KnG+cVu5KtRt6vOcUdSetWpDz9/CO5+GWrWgYd/CXeeDwunxx2ZSPrYsjFM2t7rNLV2pEqDFuHvu6Z1SA/rVsGqZermLEVW7kAPMLO3gNxLz2WAtsAryQyqyNbOhzeP33tbiwug3bWwYzO8N3Df57S5PCxbVsGwAuYDansNtLwQNn4JHxYwfqnjjdD0jPDeo3687/6ut0PDE2HVNBh7/b77e/wB6h0DK8bCJ7/ed/8xD0KdzrB0OEy5Z9/9fZ+Amm3gs7dgxv377u//b6jaCBa+DHMe27N96TToXQkqRxO2z/9XWPI79V0ofwjMfhQWFXDYB40M6+n3wedv772vXGUYGI0NmPw7WJZv+sdKtWHAf8PtCbfC1/kmZa/SEE74T7j98fXw7bS993fZuqfAy0dXw7pP995fuzP0fjDc/uBS2JSvMtnhveDoP4bbQ8+Frd/uvb/BCdDtjnD73VNh55a99zc5HTr9X7id//cOsuN3b2MZWD0GcmrAW/323l/Y716uk16FynVK5+9ejdZw3JPhdkn/7vUEunaHYUvg9nPg+N1Q94gwHUQu/e4V7e9eLv3uhdul7e/emq/hkDVh+iH97qXud++opSHZGPYDOOm5sC3bfvcgPf7uLV4OtTfBxsfgzf/svT8Tf/dyZfPfPSj+714eibT43QfcHy1/BPq6+y0JPA8zu8HMZpvZLDN7MZobsJmZTTCzhWb2splVKOS5t0aPmW9mJyfyfpKgzRtCRc8adeKOpHiq14Ev5sP2rXFHkr1Gvhq6K5b236V006wdPDAcBv0Y1qwMLX+rloHvjjsykfis/joUHFFrR2pVrxUu/6/8Mu5IZNGM0FtL05hIEZknaRyJmTUAxgBt3X2Lmb0CvAsMBIa4+0tm9jgw3d0fy/fctsCLQA+gPjAcaO3uu/b3njk5OT5p0qQkfJoM8+St8PHb8MSE0v3HY+JQuP8a+O3gUOxFUmvnDriud5hX8cYCri5KyVjxOTz/p/D7Xqc+nPcLOPYsKHvADhsimWPOBPjt9+Anf4bjC7hiLsnjDjedClVqwG9ejjua7PanK0Nhu7+o0qrsn5lNdvec/NsT6ep5DvBnoC5g0eLuXj2B9y0HVDazHcAhwFdAf+B70f5nCVVC839rPBN4yd23AUvMbCEhCczXNpzmVi2H29JwAPqGNdBnUOlO+gBaRFd9F81Q4heHWWNh3bdw3DlxR5LZ6jUJifWssfDCvfD4zfDmk3DBDaHiXjZVNnSHrZtg185wO/+FS7Po52H57pNvnX+7ffeUvfZ/97PNf19S7n/PhsSj12lxR5J9zKD3GfDyX8O0M4c1iDui7OQeKnp26x93JFKKJXLJ+F7gDHefezAv7O7LzOw+4AtgCzAUmAysdfed0cOWAgX9BWkAjM9zv7DHpbcKlUKlvnRTpiycenncURRfrcPDJNiLZsQdSXYa9w5Urgqd+sYdSXZofwz8/rXQ8vfyX+HBn0Lz9nDhjdDx2MxJSnbugC/nw5LZ8NWSsKz4HNZ/CxvXwe79dvxInQITzGhd6ZDQXbdtT+g1MEybI0W3fEn4vT/r2lDUS1Kv96Dwd2fs23BmAWOMJPlWLoMNq6G55u+Toksk8fv6YJM+ADM7lNBy1wxYCwwGTjnY10ngfa4GrgZo3LhxSb988VSvBVcVMEBXSk7Ljqp8GIed28MXse4nQfmKcUeTPcygx8mQcyKMfh0GPwR/vCKU9j7zJ+F4lCkbd5QHZ+tmmDsBZo2DhdNg8SzYsS3sK18BDm8SWj2P7A5Va4RWn7Ll9m3dw/dtBXTfs73A+xS+P//rfHc/7/48z3P23N+wBhbPhJfvD0v7Y+CMq6Fjn8xJ0FPpnaehXHk45QdxR5K96jaCVl3g4zeV+MVlcXSRu6USPym6RBK/SWb2MvA6sC13o7sPOcDzTgSWuPtKADMbAvQGappZuajVryGwrIDnLgMa5blf2ONw9yeBJyGM8Uvg80gmadEJJg4LLQFVa8QdTfaYPiYUCVK3q3iUKQvHnQvHnA4fDYG3n4IHrgstS4OuDtO0VEjThHz3blgyC2Z+DDNGw/wpsGtHSPKatYeTLgnFO5p3gLoNS18im9eq5eGL8v+egz9eDkcdDZffCU2OjDuy0mPtShg1BI47T0Wk4tZ7EPzrN6FFvlGbuKPJPgunh+rOjfWzl6JLJPGrDmwGBuTZ5sCBEr8vgJ5mdgihq+cJwCRgBHAe8BJwGfBGAc99E3jBzP5KKO7SCvgkgVgl27SIrnwtnhmupktqjHsntLx06B13JNmtfEU48WLof0GYYPmNx+HJX4exgMedG/YdkQbTrq7/FqaPhqkjYeaY0CIG0LRtmMC+Yx9ok5O+yWpR1akfWmIHXgEjBsPgB+GWM8L9C2/MvM+bDO/9K3T/Pf2HcUciPQfCc/fAx2/BRUo+Um7RTGhy1N5T+4gcpAMmfu5+RVFe2N0nmNmrwBRgJzCV0DL3DvCSmd0TbXsGwMwGATnufqe7z46qgM6JnnvdgSp6SpZq3iGsF81Q4pcq27fB5OHhS4D+AaWHMmXD8Tj6VJg9Doa9EIphvPNM6GbY50zIOSl1reK7d4eLMVNHwrSPQhcld6hRGzofF8aFtu8dJqvPBuUrwoBLQwvtS/eH4zJ9FFx3X2jllIKtWxVaS3udpnGS6aBmHehwTEj8LrxR3ZZTafeu0FNCxdSkmApN/MzsV+5+r5n9nT0TuH/H3X9+oBd397uAu/JtXkyo0Jn/sW8SWvpy7/8e+P2B3kOyXJXqoUVjkcb5pcyM0bBlY0g0JL2YhUSv/TGw5hsYOTi0ND1+M5S9PVwc6X4SdOhTspX53GHZQpjzCcwZD7PHhyIEZtCyc5iCovNxIckpk8j0sRmqak246nfhGDx+C9xxPlx+B5xwsb5EF+T1x8N4z/OujzsSydV7EDx6E3w6Bdp0izua7LFsUaho3ELj+6R49tfil1vQRRPjSXpr0Sm0ckhqTBoOh1SDdj3jjkT259C6cPZ1oRLi4pmhe+74d2HqiLC/XpNQdbJZ+1CBslHrxCom7twR5pH6Yh58NicsC6eFqT0AatULLXqdjwuJZvVaSfuIpVanvnDvO/DwL+HpO8LYnSt/EypBS7BqOQx/HvqeA/XToLuyBN0HQIU7YPRrSvxSacG0sG7ZJdYwpPQrNPFz97ei9bOpC0ekCFp2hDGvw+oV4UunJM/uXTDlA+h8fKiyJ+nPLFwlbtERLrkFli4IhVVmjYUJ78GHeSZkrlYLah8RumRWqBi6KO7aBVs3wuaNsOZr+HYF+O7otctAgxZhOom2PaHt0aH6n1qvDqzaoXDz0/Dq32DIwyGR/r8nwzQ1Ai/+JazP/Vm8ccjeKleFnqeG7p7fv03Ta6TKgqmhx8ARTeOOREq5RCZwzwFuA5rkfby7q71Z0kNu14eF06GHEr+kWjAN1q+GnBPijkSKwiy07DVqHQqMuMPKpaHVbumC0JK3ekU4xju2wfatULZ8mJeuUhU4qgcc1jAsDVuF6nL64ld0ZcrCBTeEscp/vwFuPwdufkZVP2ePD9VQz/mpJgtPR/0ugFGvhQtHfTXmLCUWTIVWnXVRTYotkaqezwM3ATOB3ckNR6QImrQN83otmhnmOJPkmfxB+Fl3Pj7uSKQkmIUWurqNdO7EKedE+M3L8Oer4K4L4Bd/gy7Hxx1VPHZsg3/eDXUahIqokn6O7B6K7YwYrMQvFTZvCGOoNX2SlIBERtmvdPc33X2Ju3+euyQ9MpFEVagYWh8+mx13JJlv8gehO98h1eKORCSzNG0Lvx8Sxl7e+yMY+nzcEcXjpftD6/MPf6PW5HRlBv3Oh7mfwFdL4o4m8y2cHnpntO4adySSARJJ/O4ys6fN7GIzOyd3SXpkIgejWbtQ6tj3KUArJeWrJeGqYzd18xRJilr14O6XQmGcf9wJz94TxtVmi6kjwlQXAy6FLv3ijkb2p+85oavyyFfjjiTzLZi6Z6y2SDElkvhdAXQGTgHOiJbTkxiTyMFr1j6MS1q9Iu5IMtfkD8K624nxxiGSySpVgZuegFMug/f+Cff9JJRxz3Sfz4WHfhEmqL7klrijkQM5tG7ojvzRf0OlX0meBVNDryb1tJESkEji193dc9z9Mne/IlquTHpkIgejWbuwXqLunkkz+YPwpUzFFkSSq0xZuPxOuOJumDoS7rowTG+QqRZMhd9dGr7Y3vy0uniWFv0vhLUr90wRIyXPPRRVa9U57kgkQySS+I01s7ZJj0SkOJocFUrLL5kVdySZacMamDdJ3TxFUunk74dE6Jsv4Y5zw3yMmeSbL+GFe+Hui6BKdbjzBU3JU5p0Pi4crw9eijuSzPXVEti0DlppfJ+UjEQSv57ANDObb2YzzGymmc1IdmAiB6Vi5TCfmFr8kmPmx2HuNo27EUmtzsfBb18J02rcfRF88n7cERXPhjWhGuRvvgc/Px7eehJ6DoR7osI2UnqULReKvEwfBd8sjTuazLRgalirxU9KSCLTOZyS9ChESkKzdjBrXNxRZKbpo8LksS06xB2JSPZp1CYkRvf/BP56LZx5DVxwffjiXRqsXgETh8HEoTBnQihYU68JXPhLOPZsqFM/7gilqPpdAEMegRGvhOMpJWvB1NAFun6LuCORDHHA/xqaukFKjWbtYfTrYcxBzcPijiZzuMOM0dChdxh7JCKpV7MO3PEf+Ndv4Y3HYN5E+MVD6dk1cvfu0O1+xhiY8uGeVov6LWDQ1dB9QJi0XpNRl3516odW6ZGD4dyfQbnycUeUWRZMg5adoUwiHfREDqyUXC4UScB3BV5mqUtiSfpiPqz5Bjr1jTsSkexWoRJc/Ycwl+ZTt8PNp4ciMMecEX8StXpFSPRmjAldwzesDtubt4cLb4QeA6BBy3hjlOQ48WL4y9WhyEv3AXFHkzm2bAz/f89RJW0pOUr8JHM0jWoQLZmtxK8kzRgV1h37xBuHiAR9zgw9HB69Cf5+A4x5I1QArdsoNe+/ezcsWwDzJsP8yTB/EqyMxnjVqAOd+4YLRR16h/uS2XKLvAx/UYlfSfp0ahhb37pb3JFIBtlv4mdmZYHh7q5v0ZL+KleFI5qpsmdJmzYKGrdJzy5lItmqQQv43WD433Pw8l/hhpPghIvgrJ+U7Lm6fSssWwifzYXP50TruaE1AkK3+tbd4NTLoV1PaHxk/K2Pklply0Vj/f4eirzUbRh3RJlh3sQwvKJ1l7gjkQyy38TP3XeZ2W4zq+Hu61IVlEiRNWsHn06JO4rMsXVzuKJ/yg/ijkRE8itTFgZeAUefAq89Ah+8CMOeh679oNdp0P6Y/Y933r0bNq6FdavC2Oh1q0KXzRWfw9efh/XqFWGcL0DFQ6DJkaHFsWUnaJMDhzdWoiehuueQh2HEy6FrrxTfvImhJ1PlqnFHIhkkka6eG4GZZjYM2JS70d1/nrSoRIqqWXsY+zasXw3Va8UdTek3ZwLs3K7xfSLprPYRcNU9MOjHYU61j/4Lkz8I+6rWDMlfmTIh0du+FbZtDhd1tm0p+PWq14LDm4SxhPWaQv3m4Qvo4U1UZEIK9l2Rl1fh3J+ryEtx7dgGC6fBSZfGHYlkmEQSvyHRIpL+vivwMhs6HRtvLJlg+kdhjsQjc+KOREQOpG4juPimUFZ/yWyY+wl8/UVozYPQMlehMlSqHFrvKlbekxjmXQ6pFuvHkFIqt8jLlA+hx8lxR1O6LZ4JO7brf6+UuESmc3jWzCoDjd19fgpiEim6plHi95kSvxIxfXS46l++YtyRiEiiypSFFh3DIpIquUVePnhJiV9xzZsU1kr8pIQdsM+GmZ0BTAP+F93vbGZvJjkukaKpWgPqNg5Xu6V4vv4CVnymbp4iInJguUVeZowORV6k6OZ+EqY/qV477kgkwyTSWf9uoAewFsDdpwHNkxaRSHE1aweLVdmz2KaPDuuOSvxERCQB/c4P61EaIVRku3eFompq7ZMkSCTx21FARc/dyQhGpEQ0awfffAEbVYi2WKaPCmOGjmgadyQiIlIa1KkfhgeMeWNPNVg5OF/MD9OlHNk97kgkAyWS+M02s+8BZc2slZn9HRib5LhEii63wMvnc+KNozTbuR1mj4OOx6pUu4iIJK73oDBMYPHMuCMpneZMCGslfpIEiSR+PwPaAduAF4H1wPVJjEmkeHITP3X3LLr5U2DrJhXIERGRg3P0qVCuAoxROYgimTU2zI95WIO4I5EMdMDEz903u/ttwAlAP3e/zd23Jj80kSKqXjvMa7VEiV+RzRgdBuq36xV3JCIiUppUqQ5djodxb4fxapK4nTtCYZcOveOORDJUIlU9u5vZTGAGYSL36WbWLfmhiRRD8/aq7Fkc00dD666az0tERA5enzPD/JGzxsUdSemyaEYY39deiZ8kRyJdPZ8BrnX3pu7eFLgO+OeBnmRmbcxsWp5lvZldb2adzGycmc00s7fMrHohz/8sesw0M5t0UJ9KpFl7+GoJbN4QdySlz9pV0TyIquYpIiJF0KUfVK4airxI4maNDePq2/WMOxLJUIkkfrvcfXTuHXcfA+w80JPcfb67d3b3zkA3YDPwGvA0cIu7d4ju37Sfl+kXvYZq2srBadY+rD9TgZeDNiM63TW+T0REiqJCRTj6FJg4FLZrdFDCZo2Fpm2h2qFxRyIZKpHE7yMze8LMjjez48zsUWCkmXU1s64Jvs8JwCJ3/xxoDYyKtg8Dzj34sEUOoHmU+Gmc38GbPgpq1IYmbeOORERESqveg0K3xSkfxh1J6bB1M3w6Vd08JanKJfCYTtH6rnzbuwAO9E/gNS4iVAQFmA2cCbwOnA80KuQ5Dgw1MweecPcnE3gfkaBGHahVT5U9D9bu3TBjTOjmWSaR60IiIiIFaNcTah4GY9+GngPjjib9zZsIu3ZA+2PijkQy2AETP3fvV5w3MLMKwCDg1mjTlcDfzOwO4E1geyFP7ePuy8ysLjDMzOa5+6j8DzKzq4GrARo3blycUCXTNG+vFr+DtWQWbFitbp4iIlI8ZcqG7p4fvhJa/ipXjTui9DZtJJSvCEdqdJMkTyou6Z8KTHH3rwHcfZ67D3D3boRWwEUFPcndl0XrbwhjAXsU8rgn3T3H3XMOO+ywpHwAKaVyC7xs2Rh3JKVH7vi+jn3ijUNEREq/nqfBjm3q7nkg7jBlRJjGoWLluKORDJaKxO9i9nTzJGrBw8zKALcDj+d/gplVMbNqubeBAYCabuTgNG8f/piqwEvipo+GZu1CV1kREZHiaNMNDq0L49+LO5L0tnwRfPNlqIYqkkRJTfyipO0kYEiezReb2afAPGA50dQQZlbfzN6NHnM4MMbMpgOfAO+4+/+SGatkoGYdwlrj/BKzeQN8OkXTOIiISMkoUwaOPjV0Y1Tvm8Lltoh2OT7OKCQLJDKB+/l5Wt9uN7MhiVbzdPdN7l7b3dfl2faQu7eOllvc3aPty919YHR7sbt3ipZ27v77on08yWo1owIvGueXmFljYfcuJX4iIlJyeg2EHdthsrp7FmrKCGhyFNSpH3ckkuESafG7w903mFkf4ETChO6PJTcskRLSrL1a/BI1fVQYfN+qS9yRiIhIpmjVNVyEHf9O3JGkp41rYf5k6KpunpJ8CU3gHq1PA55093eACskLSaQENW8PXy1WF5MDcQ+JX/teUK583NGIiEimKFMmVPecNioMKZC9fTI09LbpPiDuSCQLJJL4LTOzJ4ALgXfNrGKCzxOJX7PcAi9z444kvS1fDKuWq5uniIiUvJ4DYed2mPxB3JGkn/HvwuGNw/cVkSRLJIG7AHgfONnd1wK1gJuSGZRIiWke/SHVOL/9mx5NkdlRiZ+IiJSwVl2i7p6q7rmX9d+G8fU9TwOzuKORLJBI4veEuw9x9wUA7v4V8P3khiVSQmoeBocernF+BzJ9FNRvDnUbxh2JiIhkmjJlQqvfdHX33Msn74dunsecFnckkiUSSfza5b1jZmWBbskJRyQJmrdXi9/+bN8KcyZAx2PjjkRERDJVr6i756ThcUeSPka/DvVbQOMj445EskShiZ+Z3WpmG4COZrY+WjYA3wBvpCxCkeJq1j5Mjrp1U9yRpKe5E2HHNo3vExGR5GnZOUxXMP7dAz40KyxdEKp59jtf3TwlZQpN/Nz9j+5eDfiLu1ePlmrRvHy3pjBGkeJRgZf9mz4KyleAtkfHHYmIiGQqszCZ+/TRsGl93NHEb8RgKFse+p4ddySSRQ7Y1dPdbzWzQ82sh5n1zV1SEZxIicgt8LJ4ZrxxpKsZo+HIHlCxctyRiIhIJut1GuzaAZOGxR1JvLZtgVFDIOdEqFEn7mgkixww8TOzq4BRhMqev4nWdyc3LJESdGjdsGic375WLQ/dTTppfJ+IiCRZi45Qp4G6ew5/ATasgYGXxx2JZJlEirv8AugOfO7u/YAuwNpkBiVS4pq1hyWz444i/cwYHdYa3yciIslmFoq8zBgDG9fFHU08tm2BN5+E9sdAm5y4o5Esk0jit9XdtwKYWUV3nwe0SW5YIiWsWXtYtgi2bo47kvQydWSYW6lhq7gjERGRbNBzIOzaCROHxh1JPD54CdatgnN/HnckkoUSSfyWmllN4HVgmJm9AXyezKBESlzz9uC74fM5cUeSPnZsC1ddu/ZXRTEREUmN5h2gbmMY/07ckaTe9q3w5hOhmNpR3eOORrJQIsVdznb3te5+N3AH8AxwVpLjEilZLTqG9cIZ8caRTuZ8Ats2h8RPREQkFXK7e84cG8a5ZZMPX4a1K9XaJ7FJpMUPM+tjZle4+0fAOKBBcsMSKWE1DwsDyhdMjTuS9DH1Q6hQCdr3ijsSERHJJj0Hwu5d2dXdc/s2eOMJOKoHtOsZdzSSpRKp6nkXcDOQO3dfeeA/yQxKJCladoKF0+KOIj24w+QPoUPvkPyJiIikStO2UK8JjMui7p7DX4A1X8N5au2T+CTS4nc2MAjYBODuy4FqyQxKJCladQnTF6z5Ju5I4rd0AaxcCl36xR2JiIhkG7PQ6jdrHKz/Nu5okm/rJnj90VDJs5162Uh8Ekn8tru7Aw5gZlWSG5JIkrTqHNZq9YMpI8K6qxI/ERGJQa/TQtG1T96PO5Lke+9fsH41XHhj3JFIlksk8XvFzJ4AaprZj4DhwFPJDUskCZq2g7LlYcG0uCOJ35QPw8+jVr24IxERkWzU+Eio3xzGZfhk7hvXwVtPQbcT91yAFolJIlU97wNeBf5LmL/vTnf/e7IDEylxFSpC06PU4rdhDXw6Ra19IiISn9zunnMmwNpVcUeTPG8/BVs2wgU3xB2JSGJVPd19mLvfBPyJ0OInUjq16gyLZobJY7PV1BGhe42mcRARkTj1Ghh19/xf3JEkx9pV8N6zoVtrkyPjjkak8MTPzHqa2UgzG2JmXcxsFjAL+NrMTkldiCIlqGXnMHfd0gVxRxKfCe+HLp7NO8QdiYiIZLOGraFBy8zt7vnGY7BjG5x3fdyRiAD7b/F7GPgD8CLwIXCVu9cD+gJ/TEFsIiWvZeewztZxfls2woxR0ONkKJNQg7+IiEhy5Hb3nPdJ5lXcXrUchr0Afc+B+s3ijkYE2H/iV87dh7r7YGCFu48HcPd5qQlNJAkObwzVamXvOL+pI2DHdjhajfYiIpIGeg0Mc8tOeC/uSErWkIfD+tyfxRuHSB77S/x257m9Jd8+T0IsIslnFiZyz9YWvwnvQ43a0KZb3JGIiIhAw1bQqHVmdff8agmMfBVOvAgOaxB3NCLf2V/i18nM1pvZBqBjdDv3vgYHSel1ZA4sW5gdk8bmtW0LTBsJ3QdAmbJxRyMiIhL0HAjzJ8HqFXFHUjJe/RuUKw9nXRt3JCJ7KTTxc/ey7l7d3au5e7nodu798gd6YTNrY2bT8izrzex6M+tkZuPMbKaZvWVm1Qt5/ilmNt/MFprZLcX5kCJ7ObJ7WM+bFG8cqTZ9VEj+eqibp4iIpJGeA8N6fAZ09/xiPox9C065DGoeFnc0IntJWnUHd5/v7p3dvTPQDdgMvAY8Ddzi7h2i+zflf66ZlQUeAU4F2gIXm1nbZMUqWaZFByhfEeZOjDuS1Br/LlStCW2PjjsSERGRPRq0CBO6j3077kiK78V7oXJVGHR13JGI7CNVZf1OABa5++dAa2BUtH0YcG4Bj+8BLHT3xe6+HXgJODMlkUrmK1cBWncJVcSyxZaNMGl4uKpa7oAN9iIiIqnVZ1AovPbVkrgjKbrZ42DqSDjrmnChVSTNpCrxu4gwLQTAbPYkcecDjQp4fAPgyzz3l0bbRErGkT3gs7mweUPckaTGxKGwfSsce1bckYiIiOyr96BQgG3MG3FHUjS7d8Pzf4baR4RuniJpKOmJn5lVAAYBg6NNVwLXmtlkoBqwvZivf7WZTTKzSStXrixesJI9juoOvhvmT447ktQY/TrUbQStu8YdiYiIyL5qHwHtjwn/r7wUFo8f/y4sngkX3AAVKsUdjUiBUtHidyowxd2/hjAPoLsPcPduhFbARQU8Zxl7twQ2jLbtw92fdPccd8857DANopUEteoCZcvBvCwY57f6a5g1FvqcGa6mioiIpKNjz4Jvvix9F2V3boeX7g/jFNWzRtJYKhK/i9nTzRMzqxutywC3A48X8JyJQCszaxa1GF4EvJmCWCVbVKwMzTvA3CwY5/fxm+HqaR8NkxURkTTW4+Tw/3n0a3FHcnCGvQDffAHf+5WmS5K0ltTEz8yqACcBQ/JsvtjMPgXmAcuBf0aPrW9m7wK4+07gp8D7wFzgFXefncxYJQsd1QMWzYStm+OOJHnc4YOXQhfP+s3jjkZERKRwlaqEuWbHvwvbt8UdTWI2b4Ahj4Ruqp36xh2NyH4lNfFz903uXtvd1+XZ9pC7t46WW9xDR253X+7uA/M87t3oMS3c/ffJjFOyVIfesGsHzJkQdyTJM3scrPgMTrok7khEREQO7NizYNN6mDoi7kgS8/pjsGF1aO3TcApJc6mq6imSftrkhAHYM0Yd+LGl1fAXQ0npo0+NOxIREZEDa39MmPi8NHT3XPEZvPtP6HtOGD4ikuaU+En2qlAxdPecMSbuSJJj7cowjcNx54bPKiIiku7KlgtTO0wdCetWxR3N/v37j2Fu3ItvijsSkYQo8ZPs1qkvLF8MKwssGlu6vfcs7N4FJ30v7khEREQS1/8C2LUTRg058GPjMn00TB4OZ18Hh9aNOxqRhCjxk+zW6diwnp5h3T03b4Bh/4Eep0C9pnFHIyIikrgGLeHI7qE4WTrO6bdzBzx3DxzeGAZeHnc0IglT4ifZrX4LqFUPZoyOO5KS9cGLIfkbdHXckYiIiBy8Ey6CFZ/DnPFxR7KvYc/DsoXw/dugvIZSSOmhxE+ymxl07Re6bJSW0tEHsnkDvPlUqFraomPc0YiIiBy8o0+BKjVCq186WfMNDH4QOvSBbifEHY3IQVHiJ9L9ZNi2OXNa/d56MpSWvuj/4o5ERESkaCpUgr5nwydDYf23cUezx7O/gx3b4Iq7NX2DlDpK/ETaHQ1VqsMn78cdSfF9sxTe+Qccc4Za+0REpHTrfyHs3A4fpUmRl6kjwuTyZ10L9ZvFHY3IQVPiJ1KuAnTtD5M/CAO2Syt3eOKWUAr7e7+KOxoREZHiadQ6FHkZ+p9QpTpOWzfDM3eFwjMaPy+llBI/EYAeJ8OmdTA7DQeRJ+rtp2H2OLjkFqhTP+5oREREim/gFbByKUwcFm8c//0brFoGV92jgi5SainxE4Ewn98h1WD0a3FHUjSfvA8v3AtHnxoqoYmIiGSCnBOhbmN455n4Yvh0Crz9TJhf8Kju8cUhUkxK/EQgDCLvPQgm/A82rY87msRt2wKvPwYP/BRadoJr7tVgcxERyRxlysKpl4Xka8G01L//1s3w6P9B7SPg0l+n/v1FSpASP5Fc/c4PlbrGvh13JPu3cztM/hD+fgNc3QNeui+Uvb7tOah0SNzRiYiIlKzjzwu9cuJo9Xvhz2E+wWvuDTGIlGLl4g5AJG00aw9NjoJh/4ETL06vlrOtm2HmmJDwTRwaxiNWrQl9BkGfM+GoHnFHKCIikhyVq8IJF4ex7MsXQ/3mqXnf6aNCYZmBV0K7nql5T5EkUuInkssMTrsSHr0Jpo4ME7vHaeWyUDp68gcwZzzs2B6uNnbtH6Zr6Ng7VCQVERHJdKf/EIb+G4Y8DD/9a/Lfb/UKeORGaNgKLrox+e8nkgJK/ETyOuYMeOUBeO0R6HJ8alv91q2CORNCZc5Z42DFZ2F7vSZw0qXQrT+0yYFy5VMXk4iISDqoUQcGXBqKrJx9HTRokbz32rkDHvoFbNsKNzwc6gCIZAAlfiJ5lSsfJmZ9+nYY+1Yo+JIMu3fBsoWwcAYsmg7zJ8OXn4Z9lauGrpsnXRKSz1R1aREREUlnZ/wIhj4P//07/PzB5L3Py/fD/Enw0wfCvH0iGUKJn0h+/S+AEa/Ac7+Htj3h0LrFe71N62Hpgj3L53Nh8SzYuinsP6QatOwcxuq16wXN2oVJ2EVERGSP6rXhlMvgjcfC/H4tO5X8e3z0X3jrqXDxtU+SLv6KxMTcPe4YSkxOTo5PmjQp7jAkE3wxH+44D+o3g5ueglqH7/sYd9iyETauhQ1rYP1q+ParMMHrquVhjN43X8Kar/c8p2LlMF6gRSdo2TEkfPWaQhkV2BURETmgLRvhhhOhTgP47eCS/f85ezz84fIwV98t/9DQCim1zGyyu+fk365mBZGCNG4D1/8NHvw5/OJ4OLxJ6J65Y3uYTmHHdtiyCXbt2Pe5ZcpCrXpwWAPocAw0aBWSvUatwj8qJXkiIiJFU7kqXHwTPPYrGP0aHHduybzuF/Phr9eGcfU3PKKkTzKSEj+RwnTpB396M4wn+HZ5SOjKVwhLuYphzrxqh4alak2oVhNq1w9dQ9VVU0REJDmOPRuGvwj//gN0PLb4QzKWLoB7Lg29cm5+GqpUL5k4RdKMunqKiIiISOmyfDHcfDq07wW/erroVbg/mwN/vCL0xrnjhTDEQ6SUK6yrp/qciYiIiEjpUr85XHJzmHf37aeK9hrTPoK7Lwq9dG7/t5I+yXjqjyYiIiIipc+A78O8SfDCvXBEM8g5KbHn7doJQx4Jk8E3bhO6d9aql9xYRdKAWvxEREREpPQpUwauuRead4AHfgYT/nfg5yyaAXddCP/9W5iu4e6XlPRJ1lDiJyIiIiKlU8XK8OtnoUUHeOC6MAfvpvV7P2bnDpgxBu7/Cdx2NqxcGiZnv+7+UCVUJEskraunmbUBXs6zqTlwJzASeByoBOwErnX3Twp4/i5gZnT3C3fXLJoiIiIisrcq1eG25+D5P8G7/4APX4Yjc+CQarBmJXw2O8z/V+1QOPs6OONHYZ9IlklJVU8zKwssA44GngIecPf3zGwg8Ct3P76A52x094O6DKOqniIiIiJZbMlsGP4CLJgK27ZAzbrQsCV06gudj4MKleKOUCTp4p7A/QRgkbt/bmYO5E6QUgNYnqIYRERERCSTNWsHP/p93FGIpKVUJX4XAS9Gt68H3jez+whjDI8p5DmVzGwSoTvon9z99WQHKSIiIiIikomSXtzFzCoAg4DB0aZrgBvcvRFwA/BMIU9tEjVRfg940MxaFPL6V5vZJDObtHLlyhKOXkREREREpPRLRVXPU4Ep7v51dP8yYEh0ezDQo6AnufuyaL2YUBCmSyGPe9Ldc9w957DDDivJuEVERERERDJCKhK/i9nTzRPCmL7jotv9gQX5n2Bmh5pZxeh2HaA3MCfJcYqIiIiIiGSkpI7xM7MqwEnAj/Ns/hHwkJmVA7YCV0ePzQF+4u5XAUcBT5jZbkJy+id3V+InIiIiIiJSBElN/Nx9E1A737YxQLcCHjsJuCq6PRbokMzYREREREREskUqunqKiIiIiIhIjJT4iYiIiIiIZDhz97hjKDFmthL4PO44ClAHWBV3ELIXHZP0pOOSfnRM0o+OSXrScUk/OibpSccl+Zq4+z7THWRU4peuzGxSNCehpAkdk/Sk45J+dEzSj45JetJxST86JulJxyU+6uopIiIiIiKS4ZT4iYiIiIiIZDglfqnxZNwByD50TNKTjkv60TFJPzom6UnHJf3omKQnHZeYaIyfiIiIiIhIhlOLn4iIiIiISIZT4pdEZnaKmc03s4Vmdkvc8WQyM2tkZiPMbI6ZzTazX0Tba5nZMDNbEK0Pjbabmf0tOjYzzKxrnte6LHr8AjO7LK7PlCnMrKyZTTWzt6P7zcxsQvSzf9nMKkTbK0b3F0b7m+Z5jVuj7fPN7OSYPkrGMLOaZvaqmc0zs7lm1kvnSvzM7Ibo79csM3vRzCrpfEktM/uHmX1jZrPybCuxc8PMupnZzOg5fzMzS+0nLJ0KOS5/if6GzTCz18ysZp59BZ4DhX0vK+w8k8IVdEzy7LvRzNzM6kT3da6kC3fXkoQFKAssApoDFYDpQNu448rUBTgC6BrdrgZ8CrQF7gVuibbfAvw5uj0QeA8woCcwIdpeC1gcrQ+Nbh8a9+crzQvwS+AF4O3o/ivARdHtx4FrotvXAo9Hty8CXo5ut43On4pAs+i8Khv35yrNC/AscFV0uwJQU+dK7MekAbAEqBzdfwW4XOdLyo9DX6ArMCvPthI7N4BPosda9NxT4/7MpWEp5LgMAMpFt/+c57gUeA6wn+9lhZ1nWg7umETbGwHvE+bVrhNt07mSJota/JKnB7DQ3Re7+3bgJeDMmGPKWO7+lbtPiW5vAOYSvkidSfiSS7Q+K7p9JvCcB+OBmmZ2BHAyMMzdV7v7GmAYcErqPklmMbOGwGnA09F9A/oDr0YPyX9Mco/Vq8AJ0ePPBF5y923uvgRYSDi/pAjMrAbhH/YzAO6+3d3XonMlHZQDKptZOeAQ4Ct0vqSUu48CVufbXCLnRrSvuruP9/DN9rk8ryX7UdBxcfeh7r4zujseaBjdLuwcKPB72QH+L0khCjlXAB4AfgXkLSKicyVNKPFLngbAl3nuL422SZJFXZ66ABOAw939q2jXCuDw6HZhx0fHrWQ9SPgHsDu6XxtYm+efdd6f73c/+2j/uujxOiYlqxmwEvinhS64T5tZFXSuxMrdlwH3AV8QEr51wGR0vqSDkjo3GkS382+X4ruS0CoEB39c9vd/SQ6CmZ0JLHP36fl26VxJE0r8JKOYWVXgv8D17r4+777oqpHK2KaImZ0OfOPuk+OORfZSjtA95zF37wJsInRf+47OldSLxo2dSUjM6wNVUAtq2tG5kX7M7DZgJ/B83LFkMzM7BPg1cGfcsUjhlPglzzJCP+dcDaNtkiRmVp6Q9D3v7kOizV9HXQaI1t9E2ws7PjpuJac3MMjMPiN0qekPPETo4lEuekzen+93P/tofw3gW3RMStpSYKm7T4juv0pIBHWuxOtEYIm7r3T3HcAQwjmk8yV+JXVuLGNPd8S826WIzOxy4HTgkigph4M/Lt9S+HkmiWtBuHA1Pfq/3xCYYmb10LmSNpT4Jc9EoFVUKaoCYfD9mzHHlLGiPvrPAHPd/a95dr0J5FaJugx4I8/2H0SVpnoC66KuPO8DA8zs0OgK/IBomxwkd7/V3Ru6e1PC7/+H7n4JMAI4L3pY/mOSe6zOix7v0faLLFQxbAa0Igz6liJw9xXAl2bWJtp0AjAHnStx+wLoaWaHRH/Pco+Lzpf4lci5Ee1bb2Y9o2P8gzyvJQfJzE4hDCUY5O6b8+wq7Bwo8HtZdN4Udp5Jgtx9prvXdfem0f/9pYSieyvQuZI+kl09JpsXQhWjTwlVpG6LO55MXoA+hO43M4Bp0TKQ0Hf/A2ABMByoFT3egEeiYzMTyMnzWlcSBoMvBK6I+7NlwgIcz56qns0J/4QXAoOBitH2StH9hdH+5nmef1t0rOajyl4lcTw6A5Oi8+V1QjU1nSvxH5ffAPOAWcC/CVUJdb6k9hi8SBhjuYPwxfWHJXluADnR8V0EPAxY3J+5NCyFHJeFhPFhuf/zH8/z+ALPAQr5XlbYeabl4I5Jvv2fsaeqp86VNFks+uGKiIiIiIhIhlJXTxERERERkQynxE9ERERERCTDKfETERERERHJcEr8REREREREMpwSPxERERERkQynxE9ERLKWmd1mZrPNbIaZTTOzo5P4XiPNLCdZry8iIrI/5eIOQEREJA5m1gs4nTDJ8DYzqwNUiDksERGRpFCLn4iIZKsjgFXuvg3A3Ve5+3Izu9PMJprZLDN70swMvmuxe8DMJpnZXDPrbmZDzGyBmd0TPaapmc0zs+ejx7xqZofkf2MzG2Bm48xsipkNNrOq0fY/mdmcqAXyvhT+LEREJMMp8RMRkWw1FGhkZp+a2aNmdly0/WF37+7u7YHKhFbBXNvdPQd4HHgDuA5oD1xuZrWjx7QBHnX3o4D1wLV53zRqWbwdONHduwKTgF9Gzz8baOfuHYF7kvCZRUQkSynxExGRrOTuG4FuwNXASuBlM7sc6GdmE8xsJtAfaJfnaW9G65nAbHf/KmoxXAw0ivZ96e4fR7f/A/TJ99Y9gbbAx2Y2DbgMaAKsA7YCz5jZOcDmkvqsIiIiGuMnIiJZy913ASOBkVGi92OgI5Dj7l+a2d1ApTxP2Ratd+e5nXs/93+q53+bfPcNGObuF+ePx8x6ACcA5wE/JSSeIiIixaYWPxERyUpm1sbMWuXZ1BmYH91eFY27O68IL904KhwD8D1gTL7944HeZtYyiqOKmbWO3q+Gu78L3AB0KsJ7i4iIFEgtfiIikq2qAn83s5rATmAhodvnWmAWsAKYWITXnQ9cZ2b/AOYAj+Xd6e4roy6lL5pZxWjz7cAG4A0zq0RoFfxlEd5bRESkQOaevweKiIiIFIWZNQXejgrDiIiIpA119RQREREREclwavETERERERHJcGrxExERERERyXBK/ERERERERDKcEj8REREREZEMp8RPREREREQkwynxExERERERyXBK/ERERERERDLc/wMW97YC3KmHWQAAAABJRU5ErkJggg==",
                        "text/plain": [
                            "<Figure size 1080x648 with 2 Axes>"
                        ]
                    },
                    "metadata": {
                        "needs_background": "light"
                    },
                    "output_type": "display_data"
                }
            ],
            "source": [
                "# Simulate ecg signal (you can use your own one)\n",
                "ecg = nk.ecg_simulate(duration=15, sampling_rate=1000, heart_rate=80)\n",
                "\n",
                "# Default processing pipeline\n",
                "signals, info = nk.ecg_process(ecg, sampling_rate=1000)\n",
                "\n",
                "# Visualize\n",
                "nk.ecg_plot(signals)"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "## Building your own `process()` function"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "Now, if you look at the code of [`ecg_process()`](https://github.com/neuropsychology/NeuroKit/blob/master/neurokit2/ecg/ecg_process.py#L49) (see [here](https://neuropsychology.github.io/NeuroKit/resources/contributing.html#understanding-neurokit) for how to explore the code), you can see that it is in fact very simple.\n",
                "\n",
                "It uses what can be referred to as \"mid-level functions\", such as `ecg_clean()`, `ecg_peaks()`, `ecg_rate()` etc.\n",
                "\n",
                "This means that you can basically **re-create** the `ecg_process()` function very easily by calling these mid-level functions:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 4,
            "metadata": {},
            "outputs": [],
            "source": [
                "# Define a new function\n",
                "def my_processing(ecg_signal):\n",
                "    # Do processing\n",
                "    ecg_cleaned = nk.ecg_clean(ecg, sampling_rate=1000)\n",
                "    instant_peaks, rpeaks, = nk.ecg_peaks(ecg_cleaned, sampling_rate=1000)\n",
                "    rate = nk.ecg_rate(rpeaks, sampling_rate=1000, desired_length=len(ecg_cleaned))\n",
                "    quality = nk.ecg_quality(ecg_cleaned, sampling_rate=1000)\n",
                "\n",
                "\n",
                "    # Prepare output\n",
                "    signals = pd.DataFrame({\"ECG_Raw\": ecg_signal,\n",
                "                            \"ECG_Clean\": ecg_cleaned,\n",
                "                            \"ECG_Rate\": rate,\n",
                "                            \"ECG_Quality\": quality})\n",
                "    signals = pd.concat([signals, instant_peaks], axis=1)\n",
                "    info = rpeaks\n",
                "    \n",
                "    return signals, info"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "You can now use this function as you would do with `ecg_process()`."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 5,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "image/png": 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",
                        "text/plain": [
                            "<Figure size 1080x648 with 2 Axes>"
                        ]
                    },
                    "metadata": {
                        "needs_background": "light"
                    },
                    "output_type": "display_data"
                }
            ],
            "source": [
                "# Process the signal using previously defined function\n",
                "signals, info = my_processing(ecg)\n",
                "\n",
                "# Visualize\n",
                "nk.ecg_plot(signals)"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "## Changing the processing parameters"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "Now, you might want to ask, why would you re-create the processing function? Well, it allows you to **change the parameters** of the inside as you please. Let's say you want to use a specific **cleaning** method.\n",
                "\n",
                "First, let's look at the documentation for [`ecg_clean()`](https://neuropsychology.github.io/NeuroKit/functions/ecg.html#ecg-clean), you can see that they are several different methods for cleaning which can be specified. The default is the **NeuroKit** method, however depending on the quality of your signal (and several other factors), other methods may be more appropriate. It is up to you to make this decision.\n",
                "\n",
                "You can now change the methods as you please for each function in your custom processing function that you have written above:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 6,
            "metadata": {},
            "outputs": [],
            "source": [
                "# Define a new function\n",
                "def my_processing(ecg_signal):\n",
                "    # Do processing\n",
                "    ecg_cleaned = nk.ecg_clean(ecg_signal, sampling_rate=1000, method=\"engzeemod2012\")\n",
                "    instant_peaks, rpeaks, = nk.ecg_peaks(ecg_cleaned, sampling_rate=1000)\n",
                "    rate = nk.ecg_rate(rpeaks, sampling_rate=1000, desired_length=len(ecg_cleaned))\n",
                "    quality = nk.ecg_quality(ecg_cleaned, sampling_rate=1000)\n",
                "\n",
                "    # Prepare output\n",
                "    signals = pd.DataFrame({\"ECG_Raw\": ecg_signal,\n",
                "                            \"ECG_Clean\": ecg_cleaned,\n",
                "                            \"ECG_Rate\": rate,\n",
                "                            \"ECG_Quality\": quality})\n",
                "    signals = pd.concat([signals, instant_peaks], axis=1)\n",
                "    info = rpeaks\n",
                "    \n",
                "    return signals, info"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "Similarly, you can select a different method for the peak detection."
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "## Customize even more!"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "It is possible that none of these methods suit your needs, or that you want to test a new method. Rejoice yourself, as *NeuroKit* allows you to do that by providing what can be referred to as \"low-level\" functions. \n",
                "\n",
                "For instance, you can rewrite the **cleaning** procedure by using the [signal processing tools](https://neuropsychology.github.io/NeuroKit/functions/signal.html) offered by *NeuroKit*:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 7,
            "metadata": {},
            "outputs": [],
            "source": [
                "def my_cleaning(ecg_signal, sampling_rate):\n",
                "    detrended = nk.signal_detrend(ecg_signal, order=1)\n",
                "    cleaned = nk.signal_filter(detrended, \n",
                "                               sampling_rate=sampling_rate, \n",
                "                               lowcut=2, \n",
                "                               highcut=9, \n",
                "                               method='butterworth')\n",
                "    return cleaned"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "You can use this function inside your custom processing written above:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 8,
            "metadata": {},
            "outputs": [],
            "source": [
                "# Define a new function\n",
                "def my_processing(ecg_signal):\n",
                "    # Do processing\n",
                "    ecg_cleaned = my_cleaning(ecg_signal, sampling_rate=1000)\n",
                "    instant_peaks, rpeaks, = nk.ecg_peaks(ecg_cleaned, sampling_rate=1000)\n",
                "    rate = nk.ecg_rate(rpeaks, sampling_rate=1000, desired_length=len(ecg_cleaned))\n",
                "    quality = nk.ecg_quality(ecg_cleaned, sampling_rate=1000)\n",
                "\n",
                "    # Prepare output\n",
                "    signals = pd.DataFrame({\"ECG_Raw\": ecg_signal,\n",
                "                            \"ECG_Clean\": ecg_cleaned,\n",
                "                            \"ECG_Rate\": rate,\n",
                "                            \"ECG_Quality\": quality})\n",
                "\n",
                "    signals = pd.concat([signals, instant_peaks], axis=1)\n",
                "    info = rpeaks\n",
                "    \n",
                "    return signals, info"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "Congrats, you have created your own processing pipeline! Let's see how it performs:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 9,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "image/png": 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",
                        "text/plain": [
                            "<Figure size 1080x648 with 2 Axes>"
                        ]
                    },
                    "metadata": {
                        "needs_background": "light"
                    },
                    "output_type": "display_data"
                }
            ],
            "source": [
                "signals, info = my_processing(ecg)\n",
                "nk.ecg_plot(signals)"
            ]
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": [
                "This doesn't look bad :) **Can you do better?**"
            ]
        }
    ],
    "metadata": {
        "kernelspec": {
            "display_name": "Python 3",
            "language": "python",
            "name": "python3"
        },
        "language_info": {
            "codemirror_mode": {
                "name": "ipython",
                "version": 3
            },
            "file_extension": ".py",
            "mimetype": "text/x-python",
            "name": "python",
            "nbconvert_exporter": "python",
            "pygments_lexer": "ipython3",
            "version": "3.8.5"
        }
    },
    "nbformat": 4,
    "nbformat_minor": 2
}