{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# Introduction to scientific computing with Python\n", "*Maxime Sangnier*\n", "\n", "September, 2026\n", "\n", "## Part 2: Plotting\n", "This part is aimed at introducing the most used Python package for 2D-plotting: [Matplotlib](http://matplotlib.org/contents.html)."]}, {"cell_type": "markdown", "metadata": {}, "source": ["# Table of contents\n", "1. [Plotting curves](#part1)\n", "    - [First example](#part1sec1)\n", "    - [Matplotlib APIs](#part1sec2)\n", "    - [Customization](#part1sec3)\n", "    - [Interactive mode](#part1sec4)\n", "    - [Animation and user interaction](#part1sec5)\n", "1. [Other plots ](#part2)\n", "    - [Image](#part2sec1)\n", "    - [Scatter](#part2sec2)\n", "    - [Stem ](#part2sec3)\n", "    - [Histogram](#part2sec4)\n", "    - [Bar chart](#part2sec5)\n", "    - [3D plotting](#part2sec6)\n", "    - [Pie chart](#part2sec7)\n", "1. [Saving figures](#part3)\n", "1. [A detour to TensorBoard](#part4)\n", "1. [Exercises](#part5)\n", "    - [Exercise 1](#part5sec1)\n", "    - [Exercise 2](#part5sec2)\n", "    - [Exercise 3](#part5sec3)\n", "    - [Exercise 4](#part5sec4)\n", "    - [Exercise 5](#part5sec5)\n", "    - [Exercise 6](#part5sec6)\n", "    - [Exercise 7](#part5sec7)\n", "1. [References](#part6)\n"]}, {"cell_type": "markdown", "metadata": {}, "source": ["# Plotting curves <a id=\"part1\"></a>\n", "## First example <a id=\"part1sec1\"></a>\n"]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": ["from numpy import abs, sin, cos, sqrt, arange, pi, exp, linspace, random\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "sns.set_theme()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["We give here a minimal example of plotting a sine curve with matplotlib."]}, {"cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["x = arange(0, 2*pi, step=1e-1)\n", "y1 = sin(x)\n", "\n", "plt.plot(x, y1);\n", "#plt.show()  # In Spyder only"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Remark: some functions (such as plot) return a `Line2D` object.\n", "This may produce an additional output\n", "\n", "    [<matplotlib.lines.Line2D at 0x7fdafd5e7eb8>]\n", "\n", "To inhibt this, add `;` at the end of the last line."]}, {"cell_type": "markdown", "metadata": {}, "source": ["**Question**\n", "\n", "Plot $x \\mapsto e^{-x}$ for $x \\in [-1, 10]$."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## Matplotlib APIs <a id=\"part1sec2\"></a>\n", "Matplotlib offers two application programming interfaces (APIs): the pyplot and the object-oriented API.\n", "\n", "The pyplot API is a procedural manner of plotting: the user defines a sequence of line codes for creating a figure, plotting, and so on.\n", "In the example above, we have used the pyplot API.\n", "With it, it is very easy to produce many kinds of plots quickly.\n", "\n", "Matplotlib can also be manipulated by way of the object-oriented API.\n", "It is a more robust and customizable way of plotting.\n", "Here, the user has to know that a plot is mainly made of two objects: a figure and a set of axes.\n", "Roughly speaking, the figure is the big box in which everything is put (it is the top level container).\n", "For instance, a figure is characterized by a size, a title and a facecolor.\n", "\n", "The axes are the plots themselves.\n", "There can be several plots inside a figure (also called subplots) and they are, for example, characterized by ticks, limits on x and y, a legend and a title.\n", "The axes contain the curves plotted.\n", "\n", "In this tutorial, we focus on the object-oriented API (even though scripts for the pyplot API are also given in comments), for which the minimal example given above is rewritten below."]}, {"cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()  # Create a figure with a single Axes object\n", "\n", "# This is similar to:\n", "# fig = plt.figure()\n", "# ax = fig.add_subplot(1, 1, 1)  # 1 row, 1 column, first item\n", "\n", "ax.plot(x, y1);  # Create a curve in ax\n", "# fig.show()  # Show the figure (in Spyder only)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Among many advantages of using the object-oriented interface of Matplotlib, one is to redraw a figure by calling it, and to add plots."]}, {"cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "execution_count": 5, "metadata": {}, "output_type": "execute_result"}], "source": ["fig"]}, {"cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "execution_count": 6, "metadata": {}, "output_type": "execute_result"}], "source": ["ax.plot(x, y1+1)\n", "fig"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Customization <a id=\"part1sec3\"></a>\n", "### Grid\n", "You can see here how to customize the grid of the plot.\n", "To remove it, you can use:\n", "\n", "    ax.grid(False)\n", "    \n", "Grid intevals are defined by ticks.\n", "To change these intervals, change the ticks (see below)."]}, {"cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [{"data": {"image/png": 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3jrBl78koj0qd5OdMmTRSJo2UabXR9PhbQ0wJf3uviZc2NQFw7QVFfPHyOZo7lX0yXL+8iAWVgTsp//frB9h5SJsHHAohRLTI4ifCshOyoj0E1TtTo3frTvDK1hYA1lxcyo0rSs545ePpQKfT8ZmVM7mwegZ+P/zm7w3UN/dGe1iqIj9nyqSRMmmkTKuNZPETYcmmpGgPQfU+3WhfUy9/3BD4quv65UWsWjorGsNSFXNsMl+9em7wIOhfvrSPI2390R6WasjPmTJppEwaKdNqI1n8RFhjf3O0h6B6n2x0vHOAX/2tHp/fzwVVucHjXaa7xv5m9Hodd1w/j6qSdFweH794cS/HOgaiPTRVkJ8zZdJImTRSptVGsvgRqmWxOfjFi3twurxUzErjq6vmTtuvus7GaNBz12fnM6cghWGnh5//uY6TvXKWohBChCKLnwgrS58d7SGoXln6bOwOD794cQ/9gy7yMxO567NVGMdw+uJ08cl5FBtj4O6bFjAzJ4kBu5ufv1CHbWh6XwdIfs6USSNl0kiZVhvJ3yYR1jMsB6Yq6Rzs4dd/20db9xApiSbuXlM95a7cfK4+PY8S4ozc8/kactLi6bU5+c3f6/H6Tr8b/HQhP2fKpJEyaaRMq41k8RNhluG+aA9B1fx+P3995wQNLX3Exhj47poFZKbER3tYqnOmeWROMPGtG+cTG2Pg4PF+/vJuYxRGpg7yc6ZMGimTRsq02kgWPxFm0BujPQRVe+39Fg4ecaHTwZ03zGNWbnK0h6RKZ5tH+VlJ3HZNBQAbPmzlwwOdkRyWasjPmTJppEwaKdNqI7m9xVnI7S0ib29jD794cS8AX7myjEsWFkR5RNr14jtHeX37cUwxeh74p8UUZGnzdFQhhBgPub2FSu3s3BPtIaiSxebgd68dAGD+3FhZ+ChQmkc3riyhsigNl9vHL1/eh93hjtDI1EF+zpRJI2XSSJlWG8niJ8L8/ul7EOrZeH0+nnylgcFhN7NykrlgiRzjo0RpHhn0eu68fh4Z5ji6+oZ58tX9+KbRTl75OVMmjZRJI2VabSSLnwjLiM+I9hBU5+9bWjjcZiXOZOAbn5lHdlJmtIekemOZR8mnDoCOMerZ29jLK1u0eTGyiZCfM2XSSJk0UqbVRrL4ibD0uNRoD0FVGlos/OP9FgBuuXouOWkJ0mgMxtpoVm4y/3RVOQCvbG2h7mhPGEelHjKHlEkjZdJImVYbyeInwo70Td/Tjz+tf9DJb19pwA+srMnj/MocQBqNxXgaLZ8/g0sX5gPw21cb6OofDtewVEPmkDJppEwaKdNqI1n8iKjw+fz89tX92OxuCrKS+MJlc6I9pCnt5svmMDs/hWGnl6de24/PN32O/xFCiE+TxU+EzU4rifYQVOG191s4cCxwIcNvfmYephhD8PekkbLxNjIa9Nx+XSWxJgNH2qxs+Oh4mEamDjKHlEkjZdJImVYbyeInwvqd1mgPIeoOHuvj71sDB99+5aoyZmQkjvp9aaRsIo2yUuP54qk9bH/d3ERr1+BkD0s1ZA4pk0bKpJEyrTaSxU+E9di1eR+UyWKzu1j7agN+P1w4fwYXVM047TnTvdFYTLTRhdUzqJmdiccb+NrR7dHmaapKZA4pk0bKpJEyrTaSxU+E6XS6aA8hqv5n42Gsgy5mZCTwpSvKzvic6d5oLCbaSKfTccuquSTFx9DWPcjfp+jp7zKHlEkjZdJImVYbReT2Fo2Njfz4xz9m9+7dJCYmcsMNN/Dd734Xk8l01tds376df/qnfzrj7xUXF7N+/fqQz1u9ejX/+Z//OeExy+0tJt/OQ93811/3odfpeOCWRRTlmqM9pGlr5L+FTgff+9JC5hSkRntIQghxzsZ6e4uw35HMarVyyy23UFRUxBNPPEFnZyePPPIIDoeDBx988KyvmzdvHi+88MKoxwYHB7n99ttZsWLFac//yU9+QknJxwdepaWlTd4fYhLVde2jJnt+tIcRcYPDbv74xiEAVi2dGXLhM10bjce5NlpUnsXyqly21nfwu9f288OvnUecSZs3KDwTmUPKpJEyaaRMq43C/mn3/PPPMzQ0xC9/+UtSU1MB8Hq9/PCHP+TOO+8kJyfnjK9LSkqipqZm1GMvv/wyPp+Pa6+99rTnz5kzh/nz1f8fwOPzRHsIUfHCW0ewDgW+7rp+eVHI507XRuMxGY2+cHkZB4/30d3v4M9vH+Wfrp47CSNTB5lDyqSRMmmkTKuNwn7Mz+bNm1m2bFlw4QOwatUqfD4fW7duHde2XnvtNYqKiqiurp7kUUZOWpw690iF097GXrbWd6ADbl1dQYzREPL507HReE1Go4Q4I1+7phKAd+va2ds4da7+LHNImTRSJo2UabVR2Bc/TU1No76OAjCbzWRlZdHU1DTm7fT09PDBBx+cca8PwB133EFFRQUrVqzgpz/9KQ6H45zGHS7ZCdPrvlXDTg/Prj8IwBVLCpmdn6L4munWaCImq1HFrDSuWFwIwH+vO8jg8NS4+7vMIWXSSJk0UqbVRmH/2stms2E2n358R0pKClbr2K8PsG7dOrxe72mLn+TkZL7+9a+zZMkSYmNj+eCDD3j66adpampi7dq1Ex63x+dhR8duABZkz+eQ5QgOj4MkUxJF5kLqew4AUJicjx8/bQPtAFRnzaOxv4Uh9xAJMQnMTi1hb3c9AHlJMzjQe4iU2ECPeZkVHLe1MeAaIM4YR0V6Gbu79gIwIymXWIOJFmvgYnQVGeW0D3ZgdVoxGUxUZVawq3MPANmJWSTFJNLU3wJAefocuuw99Dn6MOqN1GTPZ2dnHX6/n8yEDFJjUzjaF1h4zkkrxeLop3e4F51Oz6KcBezu2ofX5yE9Po3M+AwOW44CUJpazIBrkC57NwCLc2vZ012P2+smNS6V3MRsDvYeBqA4ZRbDHgcvvNlE34CLrNQ4yua52NGxG3NsMoXJ+TT0BBZFM82FeHwe2gdPnmrvJTk2mWG3nURTIsXmWdT37AegIDlwm4a2gRMAVGVW0mw7xpBriPiYBMpSS9jzid5GvZHjttZTvefSOnACm3OAWGMslenlwd65iTnEG+Noth4DYG5GGR1DXfQ7+okxxLAgqyo4H7ITskg2JdHYHzhTqix9Nj3DvViG+zDojdRmz2dn5x78fh8Z8Rmkx6UGLwE/O62EfqeVHnsvOp2ORTk11HXtw+PzkBaXRnZCJocsRwAoSS1i0D1E11Cg98KcBdT3HMDlddEx1MUlMy/iQG/gOKqilJk4vS5ODnYAUJtdzQHLYRweB8mmZGaaC2gYmbPmArw+b7D3dRdWsPPoSSz9Ln7zj51857ML2dvdcKp3Hjp0tAZ7V9Bia2XQNUicMY7y9Dns6doXnLMmvYljtsCcrcyYy4nBdqxOG7HGWOZlzA3O2ZzEbBKMCTRbA3N2bnoZHfZAb6MhhpqsKnZ01oHfT1ZCJmZTcrD3nLTZWBwWeoct6PUGFmZXs6trLz6fl4z4dNLj0tnQ8iYlKUWUphZjcw3Qbe8BnY7FOTXUddfjGZmzCdkctIzM2SLsHjudQ13B3g29B3F6nKTEmslPymN/b2DOzjLPxOX7uPdkfkYY9AZabW1h/4zY3PY+OQlZUf+M6BjqDM7Z/ZZDOD1Oxc+IBVlVHO5vCvtnxLB7GL0usI9Aa58RKbEp5CXlTspnRHVWFUf7m7C77STGJFKaWhT8jOh3WpmfWamaz4iVKUtIMMSjJOxne82bN4+7776bO+64Y9Tj1157LbW1tfzoRz8a03bWrFmD1+vl5ZdfVnzun/70Jx5++GFefPHFCX9FFq6zvXZ07GZxbu2kb1eNDhzr4z+eC3wY/J8v1DJ31th2j06nRhM12Y2a2m38++934Af+9xdqqRjjfyu1kjmkTBopk0bK1NZorGd7hf1rL7PZzMDAwGmPW61WUlKUvwIBOH78OHv37uX6668f0/NXrVoFQH19/dgHGiElqUXRHkJEOF1ennk98K+IS2rzx7zwgenT6FxMdqOSPDMXn7r56R82HNL8xQ9lDimTRsqkkTKtNgr74qekpOS0Y3sGBgbo7u4+7Vigs3n11VfR6/WsXr06HEOMqEH39Lh20Mubm+jud5BhjuWmi0vH9drp0uhchKPR51aUYE400WGxs/5Dbd/7S+aQMmmkTBop02qjsC9+VqxYwfvvv4/NZgs+tn79evR6PcuXLx/TNv7xj39w3nnnkZ2dPebnA6o89X3ku9mp7GiblTd3BL5Dv+XqucTHju/QsunQ6FyFo1FCXAw3XzobCNx4tqvPPunvESkyh5RJI2XSSJlWG4X9gOebb76ZP/zhD9x1113ceeeddHZ28uijj3LzzTePusbPLbfcQnt7Oxs3bhz1+v3799PY2Mitt956xu3fd999zJo1i8rKyuABz8888wyXX365Khc/U53X5+P3Gw7iB5bPz6WqJCPaQxLjcH5lDu/tPcmBY338ceNh/nnNAs1evl4IIc4mYre3+NGPfjTq9hb//M//POr2Fl/5ylc4ceIEb7/99qjX/vSnP+WPf/wjW7duPeNZY2vXruXVV1/lxIkTuN1u8vPzue6667jjjjtC3j5DSbgOePb5fcGzB6ait3a28aeNh0mMM/KTO5eRFB8z7m1M9UaTIZyNOix2HnxqOx6vn//vM1Usnju2Pa5qInNImTRSJo2Uqa3RWA94jsjiR4vCtfjZ291Adda8Sd+uGtjsLu5f+wF2p4evXFXOJbX5E9rOVG40WcLd6G/vNfHK1hZSk0z8++1Lx/3VZbTJHFImjZRJI2Vqa6Sas73EaC6vK9pDCJuXNzVid3qYmZPEygV5E97OVG40WcLd6Jpls8hOjad/0MVf3xv7xUjVQuaQMmmkTBop02ojWfxEWErs2E7v15rmkzbe2xO4INaXryhHr5/4cSJTtdFkCnejGKOBL19VBgS+yjzWcfrlKtRM5pAyaaRMGinTaiNZ/ERYXlJutIcw6Xx+P3984zB+4IKqXGYXnNsPw1RsNNki0aiqOIPzKrLx++H3Gw7i82nnG3KZQ8qkkTJppEyrjWTxE2EjlxqfSrbuPUnzSRtxJgNrxnlNnzOZio0mW6Qaff7SOcTHGmg+OcC7dSci8p6TQeaQMmmkTBop02ojWfyIc2J3uPnLpsA9aW64sJiUpNgoj0hMprTkWG5cEVjQ/nVz05S58akQYnqTxU+EFaXMjPYQJtXf3mtmwO5mRkYCly0qmJRtTrVG4RDJRpfU5pOflciQw8OrW1si9r7nQuaQMmmkTBop02ojWfxEmFOjR8afSVvXIG/vCnwV8sUryjCO4fTCsZhKjcIlko30eh2fP3Xl57d3tdFhUf+Vn2UOKZNGyqSRMq02ksVPhJ0c7Ij2ECaF3+/nTxsP4/P7WVSexbyi9Enb9lRpFE6RblRVnMH8kgy8Pj8vvnM0ou89ETKHlEkjZdJImVYbyeJHTMiHB7o41NqPyagP7hUQU9v/unQ2ep2O3Ud6OHS8L9rDEUKICZMrPJ9FuK7w7PV5MegNk77dSHK5vfzrkx/QN+DkMxcVc/3y4knd/lRoFG7RavSHDYd4Z/cJZuUk84OvLkav0vt+yRxSJo2USSNlamskV3hWqQOWw9Eewjl7c2cbfQNOMsyxXH3e5B/sNhUahVu0Gt1wYTHxsQaOdQ6wrV69u7tlDimTRsqkkTKtNpLFT4Q5PI5oD+GcDA67+ce2YwB85qISTDGTv+LXeqNIiFYjc6KJa5cVAfDy5iacLm9UxqFE5pAyaaRMGinTaiNZ/ERYsik52kM4J6+938Kw00NhdhLL5oXnyp5abxQJ0Wx0+eICMlPi6BtwsuHD41EbRygyh5RJI2XSSJlWG8niJ8JmmifnWjjR0NM/zNu72gBYc3HpOd2/KxQtN4qUaDaKMRq46dSVvNdtP0bfgDNqYzkbmUPKpJEyaaRMq41k8RNhDT0Hoj2ECXv5vSY8Xj8Vs9KYVzx5p7Z/mpYbRUq0Gy2Zm01pvhmX28dfN6vvru/R7qMF0kiZNFKm1Uay+BFjcqxjgA8aOgFYc0kpOpWe5SMiQ6fTcfOlcwDYuu+k5u76LoSY3mTxE2GFGt1F+Jd3Axe2W1qZQ1GuOazvpdVGkaSGRqX5KZxfmYMfeOHtI6jpqhlq6KN20kiZNFKm1Uay+Ikwr0+dZ8eEUt/cS0NLH0aDjs+uKAn7+2mxUaSppdHnVpZgNOg5eLyf+mZLtIcTpJY+aiaNlEkjZVptJIufCGsfPBntIYyLz+/nL+8E7tp+SW0BWanxYX9PrTWKBrU0ykyJ59KF+QC8vKlJNXt/1NJHzaSRMmmkTKuNZPEjQtre0MnxrkHiYw1ce8GsaA9HqNDqZbOINQUufLjzUHe0hyOEEIpk8RNh1VlV0R7CmLk9Xl4+dSbP6qWzSE4wReR9tdQoWtTUyJxg4srFhQD89b0mfL7o7/1RUx+1kkbKpJEyrTaSxU+EHe1X32nBZ/P2rhP02hykJcdyxam/3CJBS42iRW2NrjpvJolxRk722tnWEP3bXqitjxpJI2XSSJlWG8niJ8Lsbnu0hzAmdoeb195vAeAzFxaH5TYWZ31vjTSKJrU1Sogzsmpp4GvRv29pxuP1RXU8auujRtJImTRSptVGsviJsMSYxGgPYUze+KiVIYeHvMxEls+fEdH31kqjaFJjo8sWFpCSaKLH6uC9Pe1RHYsa+6iNNFImjZRptZEsfiKsNLUo2kNQNDjsZuOOViCw1ydct7E4Gy00ijY1Noo1Gbj2giIAXnm/Bac7eqfAqrGP2kgjZdJImVYbyeInwvZ2N0R7CIre+Og4w04vBVlJLCzPivj7a6FRtKm10cqaPDLMcVgHXbyz60TUxqHWPmoijZRJI2VabSSLHzHKgN3Fxh2Bm5d+5qJi9HIbCzEORoOeGy4sBuAf21oYdnqiPCIhhDidLH4irCA5L9pDCGn99uM4XV5m5iRROyczKmNQeyM1UHOjZVU55KYnMOTw8MZHrVEZg5r7qIU0UiaNlGm1kSx+IkyHevekWIdcvLVrZK9PSdRuXqrmRmqh5kYGvT54G5QNHx5nwO6K+BjU3EctpJEyaaRMq40isvhpbGzk1ltvpaamhuXLl/Poo4/icil/IF566aWUl5ef9j+n0znqeZ2dnXz729+mtraW8847j+9///sMDg6G649zTloHoncchJLXPziGy+2jeEYyC0ozojYONTdSC7U3WlSexczsJBwuL69/cDzi76/2PmogjZRJI2VabWQM9xtYrVZuueUWioqKeOKJJ+js7OSRRx7B4XDw4IMPKr7+qquu4mtf+9qox0ymj6807Ha7+frXvw7AY489hsPh4Kc//Sn33nsva9eundw/zBTWP+jknd2BSRzNvT5iatDrdNy4soRfvLiXt3a1ccWSQtKSY6M9LCGEACKw+Hn++ecZGhril7/8JampqQB4vV5++MMfcuedd5KTkxPy9ZmZmdTU1Jz19zds2MCRI0dYt24dJSWBXe1ms5nbbruNvXv3Ul1dPVl/lElRlVkR7SGc0bptx3B7fJTmm6kqTo/qWNTaSE200Gh+SQazC1I42mbl9Q+O8cUryiL23lroE23SSJk0UqbVRmH/2mvz5s0sW7YsuPABWLVqFT6fj61bt07K9svLy4MLH4Dly5eTmprKpk2bznn7k63FFp0DQEOx2By8Wxe4KJ0a9vqosZHaaKGRTqcLnvm1aU871kGnwismjxb6RJs0UiaNlGm1UdgXP01NTaMWJhDYM5OVlUVTk/I9QV599VWqqqqora3l9ttv59ChQ4rb1+l0FBcXj2n7kTboUt+xSP/44Bger4+yghQqZ6VFeziqbKQ2WmlUOSuN0jwzbo+P9R9G7tgfrfSJJmmkTBop02qjsH/tZbPZMJvNpz2ekpKC1WoN+dpLL72U6upq8vLyaG1t5Te/+Q1f/OIX+dvf/kZhYWFw+8nJyRPafigen4cdHbsBWJA9n0OWIzg8DpJMSRSZC6nvOQBAYXI+fvy0DQT2nFRnzaOxv4Uh9xAJMQnMTi1hb3c9AHlJM3B4ncHtzsus4LitjQHXAHHGOCrSy9jdtReAGUm5xBpMtFgDf2FUZJTTPtiB1WnFZDBRlVnBrs49AGQnZpEUk0hTfwsA5elz6LL30Ofow6g3UpM9n52ddfj9fjITMkiNTeFoX2BhmGkoYFNd4Fifyio/Op2O3V378Po8pMenkRmfwWHLUQBKU4sZcA3SZe8GYHFuLXu663F73aTGpZKbmM3B3sMAFKfMYtjjoGOoE4Da7Gr2Ww7h9DgxxyZTmJxPQ89BAGaaC/H4PLQPngTAqDfS0HuIYbedRFMixeZZ1PfsB6AgOR+AtlMH2VVlVtJsO8aQa4j4mATKUkvY84neRr2R46f+ZTIvcy6tAyewOQeINcZSmV4e7J2bmEO8MY5m6zEA5maU0THURb+jnxhDDAuyqoL/3bITskg2JdHY3wxAWfpseoZ7sQz3YdAbqc2ez87OPfj9PjLiM0iPS+VIXyMAs9NK6Hda6bH3otPpWJRTQ13XPjw+D2lxaWQnZHLIcgSAktQiBt1DdA0Fei/MWUB9zwFcXhcWRz9DbjsHegP/GChKmYnT6+LkYEew9wHLYRweB8mmZGaaC2gYmbPmArw+b7B3dVYVR/ubsLvtJMYkUppaFLxwWUFyHjp0wYMaqzIraLG1MugaJM4YR3n6HPZ07QvOWZPexDFbYM5WZszlxGA7cyt9NLbDO7tPMKPYRkK8npzEbBKMCTRbA3N2bnoZHfZAb6MhhpqsKnZ01oHfT1ZCJmZTcrD3nLTZWBwWeoct6PUGFmZXs6trLz6fl4z4dNLj0mk99fNYmlqMzTVAt70HdDoW59RQ112PZ2TOJmRz0DIyZ4uwe+x0DnUFezf0HsTpcZISayY/KY/9vYE5O8s8E5fv496T+Rlh0BtotbWdmrPh+4zoc1rZ0bFb8TNiTlopFkc/vcO96HR6FuUsiPpnxIKsKg73N4X9M8JkMAV/7rX2GZESm0JeUm7YPyOGPQ46h7rO6TPC6rQRa4xlXsbc4Jyd6GfEypQlJBjiUaLz+/1+xWedg3nz5nH33Xdzxx13jHr82muvpba2lh/96Edj3lZXVxerVq3iuuuu46GHHgLgyiuvZOnSpTz88MOjnnvnnXfidrt5+umnJzRur9eHxTI0odeG4vZ5iNGHfc05Zs+uP8imunbmzkzl/3xxYbSHA6ivkRppqZHf7+dHz+6gpWOAVUtnsubi2WF/Ty31iRZppEwaKVNbo/T0RAwG5S+1wv61l9lsZmBg4LTHrVYrKSkp49pWdnY2ixYtoqHh48tpm83mM57WPpHtR8LIClgNuvuH2bI3sLL/zEUlCs+OHDU1UistNdLpdFy/PHDsz9u7TjA47A77e2qpT7RII2XSSJlWG4V98VNSUnLasTcDAwN0d3efdqzOZG3f7/fT3Nw8Kdufyv6x7Rhen5/KojTKClOjPRwxhS2YncHM7CScLm/UrvoshBAjwr74WbFiBe+//z42my342Pr169Hr9Sxfvnxc2+rs7GTnzp3Mnz9/1PYPHjxIS0tL8LFt27bR39/PypUrz3n8k21GUm60hwAEzvDaui+w12fkX+VqoZZGaqa1RjqdjuuWFwHw1s5W7I7w7v3RWp9okEbKpJEyrTYK++Ln5ptvJjExkbvuuostW7bw0ksv8eijj3LzzTePusbPLbfcwhVXXBH89Wuvvca9997LK6+8wgcffMCLL77Il7/8ZQwGA7feemvweVdddRVz5szh29/+Nu+88w7r1q3j/vvv5+KLL1bdNX4ATHqT8pMiYP2Hx/H6/JQVpKhur49aGqmZFhvVlmWRn5XIsNPLm6dunhsuWuwTadJImTRSptVGYV/8pKSk8Oyzz2IwGLjrrrt47LHHuOmmm/je97436nk+nw+v1xv8dUFBAV1dXfzf//t/ue2223jssceYN28ezz//fPBML4CYmBh+97vfUVRUxD333MO//du/ccEFF/DYY4+F+482ISNHuUeTbcjF5lPX9bn2gqLoDuYM1NBI7bTYSK/Tcd2p+fbGR61hveO7FvtEmjRSJo2UabVRRA7RLi0t5Zlnngn5nD/84Q+jfl1TU3PaY2eTk5PDE088MdHhTTsbd7Ti8viYlZvMvChfzVlML4vLs5mR0czJXjtv7WxT5eJbCDH1yV3dI6wyY25U39/ucPP2qTu3X3dBUdSv5nwm0W6kBVptpNfrggueNz5qxeEKz94frfaJJGmkTBop02ojWfxE2InB9qi+/1s72xh2esnPTKRmTmZUx3I20W6kBVpudF5FNtlp8QwOu4M3051sWu4TKdJImTRSptVGsviJMKvTpvykMHG4PGw8daDpNctmoVfhXh+IbiOt0HIjg17PtcuKAFi//ThOtzf0CyZAy30iRRopk0bKtNpIFj8RFmuMjdp7b6prZ3DYTXZqPEsqsqM2DiXRbKQVWm+0dF4OmSlxDNjdbArD3h+t94kEaaRMGinTaiNZ/ETYvCh9P+r2eIM3lly9bBYGvXr/00erkZZovZHRoOeaZbOAwGUX3B7fpG5f630iQRopk0bKtNpIvX8DTlEjN22LtC17T2IddJGWHMsFVeq+KFW0GmnJVGh0QdUMUpJM9A+6+KChY1K3PRX6hJs0UiaNlGm1kSx+pgGP18e6DwJ7fa4+fybGMdz0TYhwizHquWrJTABe334cX3jvsSyEEEHyt2CE5SRG/lib7fs76bU5MCfEsGJBXsTff7yi0UhrpkqjlTV5JMQa6bDY2X24Z9K2O1X6hJM0UiaNlGm1kSx+IizBmBDR9/P5/Pxj2zEArjxvJrExhoi+/0REupEWTZVG8bFGLl2UD8C6D47hn6S9P1OlTzhJI2XSSJlWG8niJ8KarS0Rfb+dh7vpsNhJiDVySW1+RN97oiLdSIumUqPLFxUSY9TTfNLGweP9k7LNqdQnXKSRMmmkTKuNZPEzhfn9ftad2utz+eIC4mMjcjcTIcbFnGjiouoZQGDvjxBChJssfiJsbnpZxN7rwLE+jnUOYIrRc/niQuUXqEQkG2nVVGt01Xkz0et0NDRbONYxcM7bm2p9wkEaKZNGyrTaSBY/EdZh74rYe72+PXCG10XVeSTFx0Tsfc9VJBtp1VRrlJUaz3mVgQMnJ2Pvz1TrEw7SSJk0UqbVRrL4ibB+R39E3ud45wANzRb0Oh1XLdHOXh+IXCMtm4qNVp8fuOjhjkNddFrs57StqdhnskkjZdJImVYbyeInwoyGyOyBWX9qr8+SimwyU+Mj8p6TJVKNtGwqNirITqK6NAO/n+DVyCdqKvaZbNJImTRSptVGsviJsJqsqrC/R0//MB8eCOyKvPq8mWF/v8kWiUZaN1UbrV4a2Puzdd9J+gedE97OVO0zmaSRMmmkTKuNZPETYTs668L+Hm981IrP72deURqzcpPD/n6TLRKNtG6qNppTkMLs/BQ8Xj8bP2qd8Hamap/JJI2USSNlWm0ki59IC/Ml/AeH3Wze2w7A1af+Fa05cpsDZVO0kU6nC+79eWf3CewO98Q2NEX7TCpppEwaKdNoI1n8RFhWQmZYt//2rjZcbh8zc5KonJUW1vcKl3A3mgqmcqPq2RnkZybicHl5Z/eJCW1jKveZLNJImTRSptVGsviJMLMpfF9Dudxe3tzRBsCq82eh0+nC9l7hFM5GU8VUbqTX6Vi1NHCs2saPWnF7vOPexlTuM1mkkTJppEyrjWTxE2GN/c1h2/bWfScZHHaTmRLH4rlZYXufcAtno6liqjc6ryKHtORYbHY32xo6x/36qd5nMkgjZdJImVYbyeJnivD5/MHTg686byYGvfynFdplNOi54tRVyTd8eByfRo8rEEKok/wNGWFz0maHZbs7D3fT3e8gKT6GC+fPCMt7REq4Gk0l06HRypo84mMNnOy1s6+xd1yvnQ59zpU0UiaNlGm1kSx+IszisEz6Nv1+f/CWAJcuzCfWZJj094ikcDSaaqZDo/hYIysX5AOBvT/jMR36nCtppEwaKdNqI1n8RFjv8ORPlIPH+znWMUCMUc+liwomffuRFo5GU810aXT54gIMeh0Hj/fT0mEb8+umS59zIY2USSNlWm0ki58I0+snf6/M69sDe30urJ6BOcE06duPtHA0mmqmS6N0cxxLKgI3PN3w4dgvejhd+pwLaaRMGinTaiNZ/ETYwuzqSd1eW/cg9U0WdDo0dwPTs5nsRlPRdGp01ZLAae8fHeii1+oY02umU5+JkkbKpJEyrTaSxU+E7eraO6nbe+PULQAWlWWRnZYwqduOlsluNBVNp0azcpOpmJWGz+9n446x7f2ZTn0mShopk0bKtNpIFj8R5vON/4JtZ2MddPJBQwcAV2rwBqZnM5mNpqrp1uiqU/N70572Md3yYrr1mQhppEwaKdNqo4gsfhobG7n11lupqalh+fLlPProo7hcrpCv6erq4tFHH+WGG26gtraWFStWcO+993LixOjL3W/fvp3y8vLT/vfP//zP4fwjTVhGfPqkbevtXSfweP2U5pmZnZ8yaduNtslsNFVNt0bzS9LJy0zE6fKyaU+74vOnW5+JkEbKpJEyrTYyhvsNrFYrt9xyC0VFRTzxxBN0dnbyyCOP4HA4ePDBB8/6uoaGBjZu3MjnPvc5FixYQF9fH7/+9a9Zs2YNr732Gunpo4P/5Cc/oaSkJPjrtDR13tcqPW5yJorT/fF9j66aQnt9YPIaTWXTrZFOp+Oq8wr573UHeXNHG1csLsRoOPu/3aZbn4mQRsqkkTKtNgr7np/nn3+eoaEhfvnLX3LRRRdx00038b//9//m+eefp7Pz7JetX7RoEa+//jrf+MY3WLZsGatXr+a3v/0tFouFv/3tb6c9f86cOdTU1AT/N2uWOu9ofqTv6KRsZ1t9R/BWFrVl2ryx3NlMVqOpbDo2WlqZS0qiib4BJx8d6Ar53OnYZ7ykkTJppEyrjcK++Nm8eTPLli0jNTU1+NiqVavw+Xxs3br1rK8zm80YjaN3TOXm5pKenk5XV+gPvqnO5/cHD3S+YnGh3MpCTAsxRj2XLw5cx2r9h8fxyy0vhBATFPa/NZuamkZ9HQWBhU1WVhZNTU3j2lZzczO9vb2Ulpae9nt33HEHFRUVrFixgp/+9Kc4HGM7JTbSSlOLz3kbext76bDYiY81cGG1tm9lcSaT0Wiqm66NVtbkY4rR09o1yP5jfWd93nTtMx7SSJk0UqbVRmE/5sdms2E2m097PCUlBavVOubt+P1+fvzjH5Odnc0111wTfDw5OZmvf/3rLFmyhNjYWD744AOefvppmpqaWLt27YTH7fF52NGxG4AF2fM5ZDmCw+MgyZREkbmQ+p4DABQm5+PHT9tA4CDM6qx5NPa3MOQeIiEmgdmpJeztrgcgL2kGnfau4F1w52VWcNzWxoBrgDhjHBXpZew+ddrgjKRcYg0mWqyBy/pXZJTTPtiB1Wnlla2DAJTPNtLQt4/sxCySYhJp6m8JPJ4+hy57D32OPox6IzXZ89nZWYff7yczIYPU2BSO9gUWnnPSSrE4+ukd7kWn07MoZwG7u/bh9XlIj08jMz6Dw5bAbs3S1GIGXIN02bsBWJxby57uetxeN6lxqeQmZnOw9zAAxSmzGPY46BgKfLVZm13NfsshnB4n5thkCpPzaeg5CMBMcyEen4f2wZMApMWl0j7UybDbTqIpkWLzLOp79gNQkBy43UHbQOB4p6rMSpptxxhyDREfk0BZagl7PtHbqDdy3NZ6qvdcWgdOYHMOEGuMpTK9PNg7NzGHeGMczdbABSPnZpTRMdRFv6OfGEMMC7KqgvMhOyGLZFNS8L9jWfpseoZ7sQz3YdAbqc2ez87OPfj9PjLiM0iPS+VIXyMAs9NK6Hda6bH3otPpWJRTQ13XPjw+D2lxaWQnZHLIcgSAktQiBt1DdA0Fei/MWUB9zwFcXhcOr5Pa7GoO9B4CoChlJk6vi5ODHcHeByyHcXgcJJuSmWkuoGFkzpoL8Pq8wd7VWVUc7W/C7raTGJNIaWoRe7sbTvXOQ4eO1mDvClpsrQy6BokzxlGePoc9XfuCc9akN3HMFpizlRlzOTHYjtVpI9YYy7yMuezq3ANATmI2CcYEmq2BOTs3vYwOe6C30RBDTVYVOzrrwO8nKyETsyk52Pv8eZm8V9fFnzfXc0NCKguzq9nVtRefz0tGfDrpcel8cHInWfHplKYWY3MN0G3vAZ2OxTk11HXX4xmZswnZHLSMzNki7B47nUNdwd4NvQdxepykxJrJT8pjf29gzs4yz8Tl+7j3ZH5GGPQGWm1tp+bsxD4jTAYTVZkVwd5n+ozY33uIWINJk58RC7KqONzfFPbPiKSYxOC809pnREpsCnlJuWH/jNDr9Li8LtV8RqxMWUKCIR4lOn+Y9x3PmzePu+++mzvuuGPU49deey21tbX86Ec/GtN2Hn/8cdauXcvvfvc7li1bFvK5f/rTn3j44Yd58cUXqa6e2AWYvF4fFsvQhF4byo6O3SzOrZ3w6491DPDDZz5Cr9Px6DeXkW6Om8TRqcO5NpoOpnOjrv5h/nXtNvx+ePi28yjISjrtOdO5z1hJI2XSSJnaGqWnJ2IIcTLEiLB/7WU2mxkYGDjtcavVSkrK2E7P/vOf/8x//dd/8cMf/lBx4QOBY4oA6uvrxzfYSNDpzunlb3wUWDEvqciekgsf4JwbTQvTuFF2ajwLy7IA2PjRWS56OI37jJk0UiaNlGm0UdgXPyUlJacd2zMwMEB3d/dpxwKdycaNG3nooYf4zne+w0033RSuYUbM4pyaCb/WYnPw4amzXK6cIreyOJNzaTRdTPdGI/N/W0MntqHTrxk23fuMhTRSJo2UabVR2Bc/K1as4P3338dm+/iOzOvXr0ev17N8+fKQr92+fTv33HMPa9as4a677hrze/7jH/8AYP78+RMbdBjVdU98b9Rbu9rw+vyUFaZSPOP046iminNpNF1M90az81MonpGMx+vj3d0nTvv96d5nLKSRMmmkTKuNwn7A880338wf/vAH7rrrLu688046Ozt59NFHufnmm8nJyQk+75ZbbqG9vZ2NGzcCgatC33XXXRQVFXHDDTdQV1cXfG56ejozZwYu7Hffffcxa9YsKisrgwc8P/PMM1x++eWqXPx4vMqX5j8Th8vDpt2BAyavOm/q7vWBiTeaTqZ7I51OxxVLCnnylf28vfsEq5bOIsb48b/lpnufsZBGyqSRMq02CvviJyUlhWeffZYf/ehH3HXXXSQmJnLTTTeddvsJn8+H1/vxPUL27NnDwMAAAwMDfOELXxj13M9+9rM88sgjQODihq+++ipPP/00breb/Px8vvGNb5x2gLVapMalTuh1W/aexO70kJ0Wz4LZU+uihp820UbTiTSCxeXZvJjcSN+Ak+37O0dd9kH6KJNGyqSRMq02CvvZXloVrrO9Bl1DJJkSx/Uan8/Pvz65je5+B1++soxLFxZM+rjUZCKNphtpFLDug2P85d1GCrOTeOjWJehOHXwpfZRJI2XSSJnaGqnmbC8x2sg1RcZj95EeuvsdJMYZWV419S5q+GkTaTTdSKOAlTV5wYseHjzeH3xc+iiTRsqkkTKtNpLFjwZs3BE4nXdlTT6xJkOURyOEeiTGxbB8fuAfBGc97V0IIT5FFj8RVpxSNK7nH+sY4HBrPwa9jksX5odnUCoz3kbTkTT62BWLAycA7DnaQ6fFDkifsZBGyqSRMq02ksVPhNk99nE9f2Svz+K5U/iihp8y3kbTkTT6WG56AgtKM/Dz8c+L9FEmjZRJI2VabSSLnwgbuW/QWFgHA2exwMf/up0OxtNoupJGo11x6qKHW/adZMjhlj5jII2USSNlWm0kix8Ve2f3Cbw+P6X5Zkrypu5FDYU4VxWz0ijISsLl9rG5rj3awxFCqJwsfiJsYc6CMT3P7fHyzqkr1165ZGY4h6Q6Y200nUmj0QIXPQxcAuLNnW1UZ6rvAqdqI3NImTRSptVGsviJsIbeg2N63gf7Oxmwu0k3x7KwbGpf1PDTxtpoOpNGp1tamYM5IYa+ASev7NwT7eGonswhZdJImVYbyeInwpwep+Jz/H4/Gz9qA+CyRQUY9NPrP9NYGk130uh0MUYDl5y6AOjOfYNRHo36yRxSJo2UabXR9PpbVQVSYpWP3Tl4vJ+27kFMMXpWLMiLwKjUZSyNpjtpdGaX1OZjNOjp7PFy9IQ12sNRNZlDyqSRMq02ksVPhOUnKS9mRi7Wtnz+DBLjYsI9JNUZS6PpThqdmTnRxNJ5gRsmy0UPQ5M5pEwaKdNqI1n8RNh+he9HO/vs7DnaA8Dli6b2PbzORqmRkEahjFwWYuehbiw2R5RHo14yh5RJI2VabSSLH5V5a0cbfqC6NIMZGeq5WZwQWlGYnUR+rhGf38/bu05EezhCCBWSxU+EzTKf/bR1u8PDe/tOAtProoafFqqRCJBGoV12aq/pproTON3eKI9GnWQOKZNGyrTaSBY/Eebyuc76e1v2tuN0ecnLTKSyKC2Co1KXUI1EgDQKrXRWHJkpcQw5PGxr6Ij2cFRJ5pAyaaRMq41k8RNhJwfP/EHs8/l5c2fg9PYrFheg0+kiOSxVOVsj8TFpFFqnvZPLT+09fXNHG36/P8ojUh+ZQ8qkkTKtNpLFj0rsPtJNj9VBUnwMy+blRns4QmjehfNnEGsy0N4zxP6WvmgPRwihIrL4ibAF2We+7P7GHYG9Pitr8jDFGCI5JNU5WyPxMWkU2oLs+STEGblw/gzg47u9i4/JHFImjZRptZEsfiLskOXIaY8d7xzgcGs/Br2OSxdOz9PbP+lMjcRo0ii0kT6XLypAB+xt7KXTYo/uoFRG5pAyaaRMq41k8RNhDs/p1x0Z+VfpovIs0pJjIz0k1TlTIzGaNAptpE9OegLVpRlA4Ngf8TGZQ8qkkTKtNpLFT4QlmZJG/do25GL7/k5gep/e/kmfbiROJ41C+2Sfy5cEfq621J/E7vBEa0iqI3NImTRSptVGsviJsCLz6AXOu3Un8Hj9FM8wU5qfEqVRqcunG4nTSaPQPtmnclYa+ZmJOF1etuxtj+Ko1EXmkDJppEyrjWTxE2H1PQeC/9/j9fHOqSvQXrFYjvUZ8clG4sykUWif7KPT6bj81M/Xmzvb8PnktHeQOTQW0kiZVhvJ4ieKPjrYhXXIRUqSicVzs6M9HCGmrKXzckmMM9JjdVB36t55QojpSxY/EVaYnA+A3+/nzVMHOl9am4/RIP8pRow0EmcnjUL7dJ/YGAMrawKPvSmnvQMyh8ZCGinTaiP5GzfC/AR2uTe222g+OYDRoGdlrTYnT7iMNBJnJ41CO1OfSxfmo9fpOHi8n+OdA1EYlbrIHFImjZRptZEsfiKsbSBwwOXIvz6XVuZgTjBFc0iqM9JInJ00Cu1MfdLNcSyemwXIae8gc2gspJEyrTaSxU8UWGwOdhzsBggeiCmECL+R+319sL8Tm12bN2QUQpw7WfxEWHXWPN7ZfQKf3095YSozc5KjPSTVqc6aF+0hqJ40Cu1sfUrzzBTPSMbj9bGpTpv/Yp0sMoeUSSNlWm0UkcVPY2Mjt956KzU1NSxfvpxHH30Ul0v5X11+v58nn3ySiy++mOrqaj7/+c9TV1d32vM6Ozv59re/TW1tLeeddx7f//73GRwcDMOf5Nwd7GkOfuheLhc1PKPG/pZoD0H1pFFoZ+sTOO098HP3zq42PF5fBEelLjKHlEkjZVptFPbFj9Vq5ZZbbsHtdvPEE0/wz//8z/z5z3/mkUceUXztb3/7Wx5//HG++tWvsnbtWrKysvja175Ga+vHZ2u43W6+/vWv09LSwmOPPcZDDz3Eli1buPfee8P5x5qwukN9DA67yUyJo3ZOZrSHo0pD7qFoD0H1pFFoofosmZtNSqKJ/kEXOw51RXBU6iJzSJk0UqbVRsZwv8Hzzz/P0NAQv/zlL0lNTQXA6/Xywx/+kDvvvJOcnJwzvs7pdLJ27Vq+9rWv8dWvfhWARYsWcfXVV/PUU0/x0EMPAbBhwwaOHDnCunXrKCkpAcBsNnPbbbexd+9eqqurw/1HHDO/30/9gcAer0sXFqDX66I8InVKiEmI9hBUTxqFFqqP0aDnktp8/ralmTd3tLG0MjeCI1MPmUPKpJEyrTYK+56fzZs3s2zZsuDCB2DVqlX4fD62bt161tft2rWLwcFBVq1aFXzMZDJxxRVXsHnz5lHbLy8vDy58AJYvX05qaiqbNm2a3D/MOTp4rI+ePg+xMQZWLJgR7eGo1uzUEuUnTXPSKDSlPitr8zEadDS122hst0ZoVOoic0iZNFKm1UZhX/w0NTWNWphAYM9MVlYWTU1NIV8HnPba0tJS2tvbcTgcZ92+TqejuLg45PajYdOewLE+F8zPJSEuJsqjUa+93fXRHoLqSaPQlPqkJJo4vyKw13m6nvYuc0iZNFKm1UZh/9rLZrNhNptPezwlJQWr9ez/4rLZbJhMJmJjY0c9bjab8fv9WK1W4uLisNlsJCeffsaU0vaVeHwednTsBmBB9nwOWY7g8DhIMiVRZC4M3s+kMDkfP/7gtQ6qs+bR2N/CkHuIhJgEZqeWBCdHXIKexETILx5gR8du5mVWcNzWxoBrgDhjHBXpZezu2gvAjKRcYg0mWqzHAajIKKd9sAOr04rJYKIqs4JdnXsAyE7MIikmkaZTB56Vp8+hy95Dn6MPo95ITfZ8dnbW4ff7yUzIIDU2haN9gYXhnLRSLI5+eod70en0LMpZwO6ufXh9HtLj08iMz+Cw5SgApanFDLgG6bIHTtNfnFvLnu563F43qXGp5CZmc7D3MADFKbMY9jjoGArcsb42u5r9lkM4PU7MsckUJufT0HMQgJnmQjw+D+2DJ0+199LQe4hht51EUyLF5lnU9+wHoODU1UTbBgL3RKvKrKTZdowh1xDxMQmUpZaw51TvvKQZGPVGjtsCx4jNy5xL68AJbM4BYo2xVKaXB3vnJuYQb4yj2XoMgLkZZXQMddHv6CfGEMOCrKrgfMhOyCLZlERjfzMAZemz6RnuxTLch0FvpDZ7Pjs79+D3+8iIzyA9LpUjfY0AzE4rod9ppcfei06nY1FODXVd+/D4PKTFpZGdkMkhyxEASlKLGHQP0TUU6L0wZwH1PQdweV10DHUx5LZzoPcQAEUpM3F6XZwc7Aj2PmA5jMPjINmUzExzAQ0jc9ZcgNfnDfauzqriaH8TdredxJhESlOL2NvdcKp3Hjp0tAZ7V9Bia2XQNUicMY7y9Dns6doXnLMmvYljtsCcrcyYy4nBdqxOG7HGWOZlzA3O2ZzEbBKMCTRbA3N2bnoZHfZAb6MhhpqsKnZ01oHfT1ZCJmZTcrD3nLTZWBwWeoct6PUGFmZXs6trLz6fl4z4dNLj0mk6td3S1GJsrgG67T2g07E4p4a67no8Xjflc+PZWg8fHeikfJ6D+Xkl2D12Ooe6gr0beg/i9DhJiTWTn5TH/t7AnJ1lnonL93HvyfqMyEuagUFvoNXWdmrOhu8zotPezY6O3Zr8jFiQVcXh/qawf0b4/L7gz73WPiNSYlPIS8oN+2dEv9NK51CXaj4jVqYsIcEQjxKd3+8P6+UZ582bx913380dd9wx6vFrr72W2tpafvSjH53xdb/+9a/51a9+xb59+0Y9vn79eu6++242b95MTk4OV155JUuXLuXhhx8e9bw777wTt9vN008/PaFxe70+LJbJP5CrfbCDvKTpeYzBWEkjZdIotLH2eeSPOzncZuXaC4q4cYU2d99PlMwhZdJImdoapacnYhjD7aLC/rWX2WxmYOD0S8lbrVZSUlJCvs7lcuF0Okc9brPZ0Ol0wdeazeYzntautP1oMegN0R6C6kkjZdIotLH2GTntfVPdCdwebziHpDoyh5RJI2VabRT2xU9JSclpx94MDAzQ3d192rE6n34dQHNz86jHm5qayMvLIy4u7qzb9/v9NDc3h9x+tIzszhZnJ42USaPQxtqntiyTDHMsA3Y3H+zvDPOo1EXmkDJppEyrjcK++FmxYgXvv/8+Npst+Nj69evR6/UsX778rK9buHAhSUlJvP7668HH3G43b7zxBitWrBi1/YMHD9LS0hJ8bNu2bfT397Ny5crJ/cMIIaYUg17PpQsDt5h5c0cbYT4KQAihEmE/5sdqtXLNNddQXFzMnXfeSWdnJ4888gjXXXcdDz74YPB5t9xyC+3t7WzcuDH42JNPPskTTzzBfffdR1lZGc899xxbtmzh73//O4WFgd3VbrebG2+8EYB77rmH4eFhHn30UcrLy1m7du2Exx2uY36GPQ7ijXGTvt2pRBopk0ahjafP4LCb+/5rKy6Pj3/5Yi3lM9PCPDp1kDmkTBopU1sj1Rzzk5KSwrPPPovBYOCuu+7iscce46abbuJ73/veqOf5fD683tHfud9+++1861vf4umnn+aOO+6go6ODp556KrjwAYiJieF3v/sdRUVF3HPPPfzbv/0bF1xwAY899li4/2gTclyjuwgjSRopk0ahjadPUnwMF1QFDtjcOI1Oe5c5pEwaKdNqo7Cf6g6Ba/M888wzIZ/zhz/84bTHdDodd955J3feeWfI1+bk5PDEE0+cyxAjZsB1+sHfYjRppEwahTbePpctLuTdunZ2H+mmp3+YzFTlU2W1TuaQMmmkTKuN5K7uERanot2DaiWNlEmj0MbbJz8zkXlFafj98PauE2EalbrIHFImjZRptVHYj/nRqnAd8+P1eTV7amCkSCNl0ii0ifTZc7SH//eXvSTEGvnZXRcQZ4rIjvGokTmkTBopU1sj1RzzI0YbuTqrODtppEwahTaRPvNLM8hJi8fu9PB+fUcYRqUuMoeUSSNlWm0kix8hhAD0Oh2XLfr4tHef7BQXYsqSxU+EzVDRZcDVShopk0ahTbTP8vkziI810GGxU99kmeRRqYvMIWXSSNlEGvn8frw+XxhGM3ay+ImwWIMp2kNQPWmkTBqFNtE+8bFGLqrOA+DNHa2TOSTVkTmkTBopG28jv9/PL17cw72/3Ird4QnTqJTJ4ifCRu7ALM5OGimTRqGdS5/LFhWg00F9s4X2nsk/6UEtZA4pk0bKxtvoSJuV+iYLwy4vOl2YBjUGsvgRQohPyEqNp2Z2JgBv7tTmBdyEUKuNp/aoLpuXQ3xs9M6olMVPhFVklEd7CKonjZRJo9DOtc+VSwJXkX9/30kGh92TMSTVkTmkTBopG0+jnv5hdh3uBuDyxYUKzw4vWfxEWPvg1D+F9lxJI2XSKLRz7VNWmEphdhIuj4/39rRP0qjUReaQMmmkbDyN3t51Ar8fKovSKMhKCuOolMniJ8KsTmu0h6B60kiZNArtXPvodDquOPUv07d2tUX9zJRwkDmkTBopG2sjh8vDplP/kLgiynt9QBY/EWeSswcUSSNl0ii0yehzfmU2yQkxWGxOdh3umYRRqYvMIWXSSNlYG23d18Gw00NOWjzzSzPCPCplsviJsKrMimgPQfWkkTJpFNpk9IkxGrikNh+AjR9NvdPeZQ4pk0bKxtLI5/cHLx1x+eJC9NE8zesUWfxE2K7OPdEegupJI2XSKLTJ6nNJbT4GvY6jJ6w0n7RNyjbVQuaQMmmkbCyN9jX20tk3THyskeXz1XHhSFn8CCHEWaQkxXJeRTbw8Sm6QojxGfnZWbkgTzU3DJbFT4RlJ2ZFewiqJ42USaPQJrPPFadOe//oQBd9A85J2260yRxSJo2UKTVq6x5kf0sfOh1cuig/QqNSJoufCEuKSYz2EFRPGimTRqFNZp+iXDOzC1Lw+vy8s/vEpG032mQOKZNGypQavbkjcKHQhWVZZKbER2JIYyKLnwhr6m+J9hBUTxopk0ahTXafK0+dmvvu7hO4Pd5J3Xa0yBxSJo2UhWo0YHexrSFwHSA1nN7+SbL4EUIIBbVlmWSYYxkcdrOtoTPawxFCEzbVteP2+JiVm8ycgpRoD2cUWfxEWHn6nGgPQfWkkTJpFNpk9zHo9Vy2KPAv140fteL3+yd1+9Egc0iZNFJ2tkYer4+3dwW+8rpycSE6FZze/kmy+ImwLvvUu1jaZJNGyqRRaOHos2LBDGJjDJzoGaKhxTLp2480mUPKpJGyszXacbCL/kEXKYkmlpw6Y1JNZPETYX2OvmgPQfWkkTJpFFo4+iTExXBR9QwA3pgCFz2UOaRMGik7UyO/3x/8Gbl0YT5Gg/qWGuob0RRn1KvjGgdqJo2USaPQwtXn8sUF6ID6JgvtPUNheY9IkTmkTBopO1OjoyestHQMYDToWVmrntPbP0kWPxFWkz0/2kNQPWmkTBqFFq4+2WkJ1MzJBLR/0UOZQ8qkkbIzNRrZ67NsXg7mBHXeH00WPxG2s7Mu2kNQPWmkTBqFFs4+V5666OH79R0M2F1he59wkzmkTBop+3Sjrv5hdh3uBj7+WVEjWfxE2FQ4SyTcpJEyaRRaOPuUFaYyKzcZt8fHuxq+6KHMIWXSSNmnG725oxW/H6qK08nPSorSqJTJ4ifCMhMyoj0E1ZNGyqRRaOHso9Ppgv+ifXvXCdweX9jeK5xkDimTRso+2cjucPPe3pMAXHmeevf6gCx+Ii41Vl0XelIjaaRMGoUW7j5L5maTmmTCOuTiwwPavOihzCFl0kjZJxtt3nMSp8tLfmYi84rSozgqZbL4ibCjfU3RHoLqSSNl0ii0cPcxGvRctqgACBzcqcWvR2QOKZNGykYaebw+3twZOND5yiXqu6jhp0Vk8fP2229z/fXXM3/+fK666ipeeuklxdfs3buXf/3Xf+WKK65gwYIFXHnllTz22GPY7fZRz3viiScoLy8/7X/PPfdcuP44QgjBypp8TDF6WrsGOXi8P9rDESKqdh7qxmJzYk6IYem8nGgPR1HYL2KwY8cOvvWtb3HTTTdx//3388EHH/D973+fxMRErr766rO+7vXXX+fYsWN8/etfp6ioiKNHj/L444+zZ88efv/73496blxcHM8+++yoxwoL1fl945y00mgPQfWkkTJpFFok+iTFx7C8agbv7D7BGx8ep2JWWtjfczLJHFImjZTNSSvF7/ez4cPjAFy6sIAYoyHKo1IW9sXPr3/9a6qrq3n44YcBWLp0Ka2trTz++OMhFz+333476ekff2d4/vnnYzabue+++6ivr6eqqir4e3q9npqamrD9GSaTxdFPSqw52sNQNWmkTBqFFqk+Vywp5J3dJ9jT2EuHxU5uekLY33OyyBxSJo2UWRz9dHb5ghc1vFilFzX8tLB+7eVyudi+fftpi5zVq1fT2NhIW1vbWV/7yYXPiMrKSgC6uromd6AR1DvcG+0hqJ40UiaNQotUn9z0BBaUBs520dpFD2UOKZNGynqHe4MXNbygKgdzojovavhpYV38HD9+HLfbTUlJyajHS0sDuxKbmsZ3MNnOnTsBTtuew+Fg6dKlVFZWsnr1av785z+fw6jDS6eTY8yVSCNl0ii0SPYZOe19676TDA67I/a+50rmkDJppMw24Gf3qYsaXrFYnYebnElYv/ayWq0AmM2jdxuO/Hrk98fCYrHwxBNPcNlll1FUVBR8fObMmdx3331UVlbidDp59dVX+cEPfsDAwAC33XbbhMfu8XnY0bEbgAXZ8zlkOYLD4yDJlESRuZD6ngMAFCbn48dP20A7ANVZ82jsb2HIPURCTAKzU0vY210PQF7SDAqS84LbnZdZwXFbGwOuAeKMcVSkl7G7ay8AM5JyiTWYaLEGvketyCinfbADq9OKyWCiKrOCXZ17AMhOzCIpJpGm/hYAytPn0GXvoc/Rh1FvpCZ7Pjs76/D7/WQmZJAamxI8Qn9OWikWRz+9w73odHoW5Sxgd9c+vD4P6fFpZMZncNhyFIDS1GIGXIN02QMTfXFuLXu663F73aTGpZKbmM3B3sMAFKfMYtjjoGMocBpwbXY1+y2HcHqcmGOTKUzOp6HnYOC/obkQj89D+2Dg+hALsqpo6D3EsNtOoimRYvMs6nv2A1CQHNil2jYQuLhcVWYlzbZjDLmGiI9JoCy1hD2f6G3UGzluaz3Vey6tAyewOQeINcZSmV4e7J2bmEO8MY5m6zEA5maU0THURb+jnxhDDAuyqoL/3bITskg2JdHY3wxAWfpseoZ7sQz3YdAbqc2ez87OPfj9PjLiM0iPS+VIXyMAs9NK6Hda6bH3otPpWJRTQ13XPjw+D2lxaWQnZHLIcgSAktQiBt1DdA0Fei/MWUB9zwFcXhcpsSkMue0c6D0EQFHKTJxeFycHO4K9D1gO4/A4SDYlM9NcQMPInDUX4PV5g72rs6o42t+E3W0nMSaR0tQi9nY3nOqdhw4drcHeFbTYWhl0DRJnjKM8fQ57uvYF56xJb+KYLTBnKzPmcmKwHavTRqwxlnkZc4NzNicxmwRjAs3WwJydm15Ghz3Q22iIoSarih2ddeD3k5WQidmUHOw9J202FoeF3mELer2BhdnV7Orai8/nJSM+nfS4dPx+Hzs6dlOaWozNNUC3vQd0Ohbn1FDXXY9nZM4mZHPQMjJni7B77HQOdQV7N/QexOlxkhJrJj8pj/29gTk7yzwTly/Q2x/rpyA7kbauIf703kesXJx1Tp8RBr2BVltb2D8jUmNT2NGxW7OfEYf7m8L+GVHziZ97LX5G5CXlhv0zovGIHj8wM9/ISe8RMjzR/YxYmbKEBEM8SnT+cZ6jOTAwMKavnQoLC9m3bx9f/OIXeeGFF0Ydk2OxWFi2bBk/+9nPuO666xS35Xa7uf3222lsbOSll14iOzs75PO/853v8P7777Nt2zZiYmIUt38mXq8Pi2Xyb1y4u2sftXK/mJCkkTJpFFqk+2zdd5Kn/nGAlCQTj37jAmKM6t9jIHNImTQKbcjh5p5fvofbA/d+voZ5xdG/tk96eiKGMdxFftx7ftavX88DDzyg+Lx169aRkhK4+NHAwMCo37PZbADB3w/F7/dz//33s3fvXv7nf/5HceEDsGrVKjZs2MDx48eDX7GphdfnifYQVE8aKZNGoUW6z/mVOby0qZH+QRfb93dyYfWMiL7/RMgcUiaNQttc147bA/lZiVQWaetsx3EvftasWcOaNWvG9FyXy0VMTAxNTU1cdNFFwcdHjvX59LE7Z/LTn/6U119/nd/+9rfMnTt3vMNVnfR4bU2QaJBGyqRRaJHuYzTouWJxIS++28iGD4+zfH6u6i/yJnNImTQ6u8BFDQNfz2rhooafFtZ9syaTifPPP58NGzaMenzdunWUlpZSUFAQ8vVPPvkkzzzzDI888gjLli0b8/uuW7cOs9nMzJkzJzTucMqMl3vFKJFGyqRRaNHos7Imj1iTgRM9Q+xrskT8/cdL5pAyaXR2Ow520TfgJDnByNLK3GgPZ9zC/sX0N7/5Terq6njooYfYvn07jz/+OK+99hrf/va3Rz2vsrKS+++/P/jrV199lccee4zrrruOgoIC6urqgv+zWD7+YLnxxhv5/e9/z5YtW3jzzTe5++67eeONN/jWt7414eN9wmnkwEBxdtJImTQKLRp9EuJiWLkgDyB4wTc1kzmkTBqdmd/vZ/32Uwfalxs1cYzbp4X9IoeLFy/miSee4Be/+AV/+ctfyMvL48c//jGrVq0a9Tyv14vP9/Hdkbdu3QrAK6+8wiuvvDLquT/5yU+48cYbgcDZXs888ww9PT3odDrKysr4j//4D66//vow/8mEEGK0KxYX8uaONg4c6+NYxwCzcpOjPSQhJt3+Y30c7xrEFKOnqjw22sOZkHGf7TVdhOtsrz5HP2lxqZO+3alEGimTRqFFs8+TrzTwwf5Ozq/M4c7r50VlDGMhc0iZNDqzx57fTUNLH5ctLGD1imxVNRrr2V7a21elcQOuwWgPQfWkkTJpFFo0+1x1XuBYw48OdNFjHY7aOJTIHFImjU53vHOAhpY+dDq48rxCzTaSxU+EjVz8S5ydNFImjUKLZp9ZuclUzErD5/fz5o6z38In2mQOKZNGp1t/6ni2JXOzyUqN12wjWfwIIcQku/r8wN6fTXvasTu0c8sLIULpsQ7z4f7ARY5H5rhWyTE/ZxGuY36EEFOf3+/nwac/5ET3EDddXMrqpbOiPSQhztlzbx5h445WKmal8b+/UBvt4ZyRHPOjUiP3lBFnJ42USaPQot1Hp9Nx9aljfzbuaMXj9Sm8IvKi3UgLpNHHhhxuNu8J3J/uk3t9tNpIFj8R5vbKLnAl0kiZNApNDX3Or8whNcmEddDFBw2d0R7OadTQSO2k0cfe3X0Cp9tLQVYiVZ+4h5dWG8niJ8JSVXRKoFpJI2XSKDQ19Bm55QUELnqotiMM1NBI7aRRgNvjDR68f/X5M0fdykKrjWTxE2G5ico3Zp3upJEyaRSaWvp88pYX9c3quuWFWhqpmTQK2NbQiXXIRVpyLOdV5Iz6Pa02ksVPhB3sPRztIaieNFImjUJTS59P3vLi9Q+ORXk0o6mlkZpJI/B94lYWVywuxPipg4m12kgWP0IIEUZXLC7EoNdx8Hg/Te22aA9HiHHZc7SHDoud+FgjK2vyoj2cSSOLnwgrTpFTXpVII2XSKDQ19clIiWNpZeCrgnUq2vujpkZqJY0I7vW5uDaP+NjTbweq1Uay+ImwYY8j2kNQPWmkTBqFprY+q05d52fX4W7ae9Rx/TC1NVKj6d7o6AkrR9qsGPQ6Ll9UeMbnaLWRLH4irGNIfae8qo00UiaNQlNbn7zMRGrnZALqOfZHbY3UaLo3Gpmry6pySUs+893btdpIFj9CCBEB1ywrAuCD/Z30WrX5r2UxfZzoGWL3kR50ELxg51Qii58Iq82ujvYQVE8aKZNGoamxT0memYpZaXh9/uDNIaNJjY3UZjo3WretBYCF5VnkZSae9XlabSSLnwjbbzkU7SGonjRSJo1CU2uf1csCx/68t6cdm90V1bGotZGaTNdGXf3DbD91A9NrloU+oFmrjWTxE2FOjzPaQ1A9aaRMGoWm1j6Vs9Ioyk3G5fEFr5gbLWptpCbTtdH67cfx+f1UFadTlGsO+VytNpLFT4SZY5OjPQTVk0bKpFFoau2j0+mCd3h/e2cbw05P1Mai1kZqMh0b9Q862bI3cANTpb0+oN1GsviJsMLk/GgPQfWkkTJpFJqa+ywszyI3PQG708O7dSeiNg41N1KL6djojQ9b8Xj9zC5IoawwVfH5Wm0ki58Ia+g5GO0hqJ40UiaNQlNzH71Ox6qlgbNn3viwFbfHG5VxqLmRWky3RoPDbt7ZHViQX7ts1qgbmJ6NVhvJ4kcIISJs2bzAdVOsQy621ndEezhCAPDmjlacbi8zs5OYX5IR7eGElSx+Imym+cxXyRQfk0bKpFFoau9jNOi56tS1U9Z/cByvzxfxMai9kRpMp0bDTg9v7QwchH/NBUVj2usD2m0ki58I8/iid4CjVkgjZdIoNC30Wbkgj6T4GLr6h9lxsDvi76+FRtE2nRptqmtnyOEhJz2BRWVZY36dVhvJ4ifC2gdPRnsIqieNlEmj0LTQJ9Zk4PJFBUDghqd+vz+i76+FRtE2XRq5PV42nLrw5uqlM9Hrx7bXB7TbSBY/QggRJZcuKiDWZKC1a5A9R3ujPRwxTW3Z14F1yEW6OZZl83KjPZyIkMVPhC3Iqor2EFRPGimTRqFppU9SfAyXLgycKvz3rc0R3fujlUbRNB0aeX2+4A1Mrz5vJkbD+JYFWm0ki58IO9zfFO0hqJ40UiaNQtNSn6vOm4kpRs+xjgH2NkZu74+WGkXLdGj04f4ueqwOkhNiuGhB3rhfr9VGsviJsGG3PdpDUD1ppEwahaalPuYEE5cuDBz780oE9/5oqVG0TPVGPr+ff5za63PlkkJiYwzj3oZWG8niJ8ISTWe/O64IkEbKpFFoWutz1XkzMRn1NJ8cYF+TJSLvqbVG0TDVG+042EV7zxDxsUYuqS2Y0Da02igii5+3336b66+/nvnz53PVVVfx0ksvKb6mra2N8vLy0/73v/7X/zrtubt27eLzn/881dXVXHLJJTz55JMRP3NirIrNyvdKme6kkTJpFJrW+qQkmri4NnDsT6T2/mitUTRM5UY+n5+/b2kG4KolhSTEGSe0Ha02CvviZ8eOHXzrW9+ipqaG3/72t6xatYrvf//7rF+/fkyvv+eee3jhhReC//v3f//3Ub9/7NgxbrvtNrKysli7di233HILjz/+OE8//XQ4/jjnrL5nf7SHoHrSSJk0Ck2LfVadP5MYo56mdhsNLeHf+6PFRpE2lRt9dLCLk712EmKNXL544hcq1GqjiS31xuHXv/411dXVPPzwwwAsXbqU1tZWHn/8ca6++mrF18+aNYuampqz/v5TTz1FWloaP//5zzGZTCxbtgyLxcJvfvMbvvKVr2AymSbrjyKEEGGTkhTLxTX5bNzRyitbWphXlD7mq+wKMR4+n59Xtgb2+lx53sT3+mhZWPf8uFwutm/fftoiZ/Xq1TQ2NtLW1nbO77F582Yuu+yyUYuc1atXY7PZ2L179zlvf7IVaPQOuJEkjZRJo9C02mfV0sDen6MnrOw/1hfW99Jqo0iaqo0+PNDJyV47iXFGLl90bren0GqjsC5+jh8/jtvtpqSkZNTjpaWlADQ1KZ8i99BDD1FRUcGyZct44IEH6O/vD/6e3W7n5MmTp22/pKQEnU43pu0LIYRapCbFsvLU6cavbInsdX/E9BDY69MCBM7wmo57fSDMX3tZrVYAzGbzqMdHfj3y+2diMpn4whe+wIUXXojZbGbPnj385je/ob6+nhdffJGYmBgGBgbOuH2TyUR8fHzI7Svx+Dzs6AjsOVqQPZ9DliM4PA6STEkUmQup7zkAQGFyPn78tA20A1CdNY/G/haG3EMkxCQwO7WEvd31AOQlzeBA7yHaBk4AMC+zguO2NgZcA8QZ46hIL2N3114AZiTlEmsw0WINXHK8IqOc9sEOrE4rJoOJqswKdnXuASA7MYukmESa+lsAKE+fQ5e9hz5HH0a9kZrs+ezsrMPv95OZkEFqbApH+wILwzlppVgc/fQO96LT6VmUs4DdXfvw+jykx6eRGZ/BYctRAEpTixlwDdJlD9yHaHFuLXu663F73aTGpZKbmM3B3sMAFKfMYtjjoGOoE4Da7Gr2Ww7h9DgxxyZTmJxPQ89BIHBjPI/PE7xMusfnpdfRx7DbTqIpkWLzrOD3yiP/yhhpWJVZSbPtGEOuIeJjEihLLWHPJ3ob9UaO21pP9Z5L68AJbM4BYo2xVKaXB3vnJuYQb4yj2Ro47XNuRhkdQ130O/qJMcSwIKsqOB+yE7JINiXR2B/YbVyWPpue4V4sw30Y9EZqs+ezs3MPfr+PjPgM0uNSOdLXCMDstBL6nVZ67L3odDoW5dRQ17UPj89DWlwa2QmZHLIcAaAktYhB9xBdQ4HeC3MWUN9zAJfXRcdQF5fMvIgDvYcAKEqZidPr4uRgR7D3ActhHB4HyaZkZpoLaBiZs+YCvD5vsHd1VhVH+5uwu+0kxiRSmlrE3u6GU73z0KGjNdi7ghZbK4OuQeKMcZSnz2FP177gnDXpTRyzBeZsZcZcTgy2Y3XaiDXGMi9jbnDO5iRmk2BMoNkamLNz08vosAd6Gw0x1GRVsaOzDvx+shIyMZuSg73npM3G4rDQO2xBrzewMLuaXV178fm8ZMSnkx6Xzua2rZSkFFGaWozNNUC3vQd0Ohbn1FDXXY9nZM4mZHPQMjJni7B77HQOdQV7N/QexOlxkhJrJj8pj/29gTk7yzwTl+/j3pP5GbFkQRLv7IYjbVb2NHcRnzoQls+InZ115CRkafIzYkFWFYf7m8L+GTHsHg5uR2ufESmxKeQl5Z72GbFpzzE6LIG9PnnFdnZ07D6nz4h+pxUdqOYzYmXKEhIM8SjR+cf5T4uBgQG6uroUn1dYWMi+ffv44he/yAsvvDDquB2LxcKyZcv42c9+xnXXXTfm93733Xe58847+c///E9Wr15NZ2cnK1as4Oc//znXXHPNqOfW1tZy55138o1vfGPM2/8kr9eHxTI0odeGsqNjN4tzayd9u1OJNFImjULTep8/vXGYt3a1UVaYyve+tDAs76H1RpEw1Rp5fT4e+N2HdFrs3LiihGsvKDrnbaqtUXp6IoYxXKV63Ht+1q9fzwMPPKD4vHXr1pGSkgIQ3EMzwmazAQR/f6xWrlxJQkICDQ0NrF69muTk5DNu3+VyMTw8PO7tR0JVZmW0h6B60kiZNApN631WLZ3Jpj0nONzaz8FjfcydlTbp76H1RpEw1Rpt399J56m9Ppctmth1fT5Nq43GfczPmjVrOHTokOL/SktLmTlzJjExMacdezPy608fqzNeCQkJzJgx47TtNzcHvis/1+2HQ7PtWLSHoHrSSJk0Ck3rfdLNcVxUferYn1Nn5Uw2rTeKhKnUyOvz8eqpY32uPn8m8bGTc9SLVhuF9YBnk8nE+eefz4YNG0Y9vm7dOkpLSykoGN/K85133sFutzN//vzgYytWrOCtt97C7XaP2r7ZbKa2Vj274kYMuSb/q7SpRhopk0ahTYU+q5fOwqDXcfB4P4eOT/6ZX1OhUbhNpUYfNHTS2Td86ma6k7PXB7TbKOwXOfzmN79JXV0dDz30ENu3b+fxxx/ntdde49vf/vao51VWVnL//fcHf/3II4/w05/+lA0bNrBt2zbWrl3LfffdR1VVFZdffnnwebfddhsWi4V7772Xbdu28eyzz/LUU0/xjW98Q5XX+ImPSYj2EFRPGimTRqFNhT4ZKXHBG02+tLlp0s/8mgqNwm2qNPL6fLz6fgsAV51XOGl7fUC7jcZ9wPNEvPXWW/ziF7+gubmZvLw87rjjDm666aZRzykvL+ezn/0sjzzyCAAvvvgizz33HMeOHcPhcJCTk8Pll1/Od77zHZKSkka9dteuXTzyyCMcOHCA9PR0vvSlL3H77bef0wXCwnXAs9vrJsYQM+nbnUqkkTJpFNpU6dM34OR7a7fh9vi4+6ZqFszOnLRtT5VG4TRVGm3dd5Kn/nGApPgYHv3mMuJMk7f4UVujsR7wHJHFjxbJ2V7RI42USaPQplKfP79zlPXbj1OYncS/3boE/SRd9XkqNQqXqdDI6/Px/Se309U/zJqLS1m1dHLvxaW2RmNd/Mhd3YUQQsVWL51FfKyB1q5BPjzQGe3hCI3ZsvckXf2BY30uWajNqzGHgyx+IiwvaUa0h6B60kiZNAptKvVJio/h6vMD/1r/2+ZmPF7fpGx3KjUKF603crq9wTu3X3tB0aR+3TVCq41k8RNhRv30vJT4eEgjZdIotKnW54rFBZgTYujqH+a9vScnZZtTrVE4aL3Rmzta6R90kWGO45La8Oz10WojWfxE2Mhl1MXZSSNl0ii0qdYnzmQMXo33la3NON3ec97mVGsUDlpuNDjsZt0HgdtIfHZFMTHG8Px1r9VGsvgRQggNWFmTT4Y5Duugi7d3tkV7OELl1m07xrDTQ0FWIksrc6M9HNWRxU+EzcucG+0hqJ40UiaNQpuKfWKMej5zUTEA6z44ht3hVnhFaFOx0WTTaiOLzcGbpxbIN11cil4/OWcInolWG8niJ8JG7nwrzk4aKZNGoU3VPsvm5ZKXmciQw8P6D4+f07amaqPJpNVGf3svcGB8WWEq80sywvpeWm0ki58IszkHlJ80zUkjZdIotKnaR6/X8dmLAvcs3PhRG9Yh14S3NVUbTSYtNjrRPcjW+sBB8WsuLj2ni/2OhRYbgSx+Ii7WGBvtIaieNFImjUKbyn0WlmVSPMOM0+3ltVO3LJiIqdxosmix0UubmvD7YWFZFqX5KWF/Py02Aln8RFxlenm0h6B60kiZNAptKvfR6XR8bmVg78+7u0/Q0z88oe1M5UaTRWuNjrT1U3e0B52O4BwJN601GiGLnwjb3bU32kNQPWmkTBqFNtX7VBalUzErDa/Pz1/fa5rQNqZ6o8mgpUZ+v58X320E4KLqGczISIzI+2qp0SfJ4kcIITRozSWlAGxr6KSp3Rbl0Yho23O0l6NtVmKMem64MDJ7fbRMFj8RlpuYE+0hqJ40UiaNQpsOfYpyzSyvCly/5bm3DjPee1RPh0bnSiuNfD4/L20K7PW5fHEBacmROw5HK40+TRY/ERZvjIv2EFRPGimTRqFNlz43rizFFKOn8YSNDw90jeu106XRudBKo631JznRM0RinJHVk3zXdiVaafRpsviJsGbrsWgPQfWkkTJpFNp06ZOWHMs1p/6ye/Hdo7jGcduL6dLoXGih0bDTw0ubAsd9XbOsiMS4mIi+vxYanYksfoQQQsOuOm8m6eZYLDYnG87xwodCe159vwXbkIvstHguW1QQ7eFohix+ImxuRlm0h6B60kiZNAptOvUxxRhYc/FsANZ9cJy+AeeYXjedGk2U2ht1WOxs/ChwY9EvXDYnbDcvDUXtjc5GFj8R1jE0vu/lpyNppEwahTbd+pxXkU1pfuDChy9vbhzTa6Zbo4lQe6Pn3zqC1+dnfkkGC2ZnRmUMam90NrL4ibB+R3+0h6B60kiZNAptuvXR6XR84bLAv8C37uugpUP51Pfp1mgi1Nxob2MPext7Meh13HzZ7KiNQ82NQpHFT4TFGCJ7MJoWSSNl0ii06dinJM/MsnmB046fe/OI4qnv07HReKm1kcfr47m3jgKBU9sjdUHDM1FrIyU6/3gvDjFNeL0+LJahaA9DCCHGzGJzcP+TH+Dy+PjmZ6pYMjc72kMSYbB++3H+/M5RzAkx/N87lpEQZ4z2kFQjPT0Rg0F5v47s+YmwHR27oz0E1ZNGyqRRaNO1T7o5jlWnTn3/89tHcXvOfur7dG00HmpsZB108srWZgA+t7I06gsfNTYaC1n8CCHEFHL1+TNJS46l1+bgjVNnAomp46VNTThcXopyk1lePSPaw9EsWfxEWHZCVrSHoHrSSJk0Cm0694mNMXDTxYH7fr36fgs91jPf9X06NxortTVqPmljy76TAHzpijL0Ol2UR6S+RmMli58ISzYlRXsIqieNlEmj0KZ7n/MrcygrSMHl9vGnN85836/p3mgs1NTI5/fzPxsPA7BsXi6l+SlRHlGAmhqNhyx+IqyxvznaQ1A9aaRMGoU23fvodTr+6eq5GPQ69jT2svNQ92nPme6NxkJNjbbVd9DYbhu1Z08N1NRoPGTxI4QQU1BeZmLwJpd/evMwdocnyiMSEzU47ObFdwKntl97wayI3rV9qpLFT4SVpUfvYlRaIY2USaPQpE/AtRfMIictHuug67QrP0sjZWpp9MLbR7DZ3czISODKJTOjPZxR1NJovGTxE2E9w73RHoLqSSNl0ig06RMQYzTwT1eVA/DOrhM0nrAGf08aKVNDo4ZmC1v3daADbl1dEZX7d4WihkYTEZGKb7/9Ntdffz3z58/nqquu4qWXXlJ8zRNPPEF5efkZ//fggw8qPu+5554L5x9pwizDfdEegupJI2XSKDTp87GKonQuqMrFDzy7/hAerw+QRmMR7UZOl5dn1x8E4NJFBcxWyUHOnxTtRhMV9qsj7dixg29961vcdNNN3H///XzwwQd8//vfJzExkauvvvqsr1uzZg0XXXTRqMc++ugjfvazn7FixYpRj8fFxfHss8+OeqywsHDy/hCTyKCXK3EqkUbKpFFo0me0z186m72NvbR1D7Lxo1ZWLZ0ljcYg2o3++l4TPVYH6eZYblxREtWxnE20G01U2G9vcdtttzE0NMTzzz8ffOzee+/lwIEDrFu3blzb+t73vsfbb7/Nli1bMJlMQGDPz9NPP83u3ZN7lUm5vYUQYirZuu8kT/3jACajnh99/XyyUuOjPSQRQlO7jX//ww78fvjumgVUl2ZEe0iaoIrbW7hcLrZv337aHp7Vq1fT2NhIW1vbmLfldDrZuHEjV111VXDho0U7O/dEewiqJ42USaPQpM/pLqjKZe7MVFweH3944xA7OuqiPSTVi9Y88nh9/PfrB/D7Yem8HFUvfLT6sxbWxc/x48dxu92UlIzeXVdaGrhGQVNT05i39c477zA4OMi111572u85HA6WLl1KZWUlq1ev5s9//vO5DTyM/H5ftIegetJImTQKTfqcTnfq2j9Gg476JgtHmp3RHpLqRWsevf7BMU50D5EUH8MXLpsTlTGMlVZ/1sL6ZZ3VGjizwGw2j3p85Ncjvz8Wr732Gjk5OSxZsmTU4zNnzuS+++6jsrISp9PJq6++yg9+8AMGBga47bbbJjx2j88TvGHbguz5HLIcweFxkGRKoshcSH3PAQAKk/Px46dtoB2A6qx5NPa3MOQeIiEmgdmpJeztrgcgL2kGOp0+uN15mRUct7Ux4BogzhhHRXoZu7v2AjAjKZdYg4kW63EAKjLKaR/swOq0YjKYqMqsYNepFXd2YhZJMYk09bcAUJ4+hy57D32OPox6IzXZ89nZWYff7yczIYPU2BSO9gUWnnPSSrE4+ukd7kWn07MoZwG7u/bh9XlIj08jMz6Dw5bA9SVKU4sZcA3SZQ9cMG1xbi17uutxe92kxqWSm5jNwd7AFUiLU2Yx7HHQMdQJQG12Nfsth3B6nJhjkylMzqehJ3Ag30xzIR6fh/bBwGXbU2JTaOg9xLDbTqIpkWLzLOp79gNQkJwPQNvACQCqMitpth1jyDVEfEwCZakl7PlEb6PeyHFb66nec2kdOIHNOUCsMZbK9PJg79zEHOKNcTRbjwEwN6OMjqEu+h39xBhiWJBVFfzvlp2QRbIpKXhxr7L02fQM92IZ7sOgN1KbPZ+dnXvw+31kxGeQHpfKkb7Aacaz00rod1rpsfei0+lYlFNDXdc+PD4PaXFpZCdkcshyBICS1CIG3UN0DQV6L8xZQH3PAVxeF3aPgyG3nQO9hwAoSpmJ0+vi5GBHsPcBy2EcHgfJpmRmmgtoGJmz5gK8Pm+wd3VWFUf7m7C77STGJFKaWsTe7oZTvfPQoaM12LuCFlsrg65B4oxxlKfPYU/XvuCcNelNHLMF5mxlxlxODLZjddqINcYyL2NucM7mJGaTYEyg2RqYs3PTy+iwB3obDTHUZFWxo7MO/H6yEjIxm5KDveekzcbisNA7bEGvN7Awu5pdXXvx+bxkxKeTHpdO13AvOzp2U5pajM01QLe9B3Q6FufUUNddj2dkziZkc9AyMmeLsHvsdA51BXs39B7E6XGSEmsmPymP/b2BOTvLPBOX7+Pek/kZYdAbaLW1nZqzk/sZ0eZqoXZ+LB/VOdiy3U5h3k6S4k2a+4xYkFXF4f6msH9GpMWlBX/uI/UZkeybEbxx6bIlJpITTBP6jEiJTSEvKTfsnxGgo3OoSzWfEStTlpBgUP5Kd9zH/AwMDNDV1aX4vMLCQvbt28cXv/hFXnjhBWpqaoK/Z7FYWLZsGT/72c+47rrrFLdls9lYvnw5X/7yl/mXf/kXxed/5zvf4f3332fbtm3ExMQoPv9MwnXMj9VpIyXWrPzEaUwaKZNGoUmfs3N7fDz03x9ystfO4vIsvvmZKnQquEeUGkV6Hvn8fh750y6OtlmpLs3g7puqVf/fRm0/a2M95mfce37Wr1/PAw88oPi8devWkZISOC1vYGBg1O/ZbDaA4O8r2bBhAy6Xa0wLJYBVq1axYcMGjh8/HvyKTS2O9DWyOLc22sNQNWmkTBqFJn3OLsao5/brKvnxszvYcaib9+s7WD5f7g5+JpGeR+/sOsHRNiuxJgNfubJc9Qsf0O7P2rgXP2vWrGHNmjVjeq7L5SImJoampqZRp62PHOvz6WOBzua1116jpKSEysrK8Q5XCCHEpxTlmllSG8f2XQ7+uPEwcwpTyZazv6Kqq8/OXzYFvvq6aWUpGSlxUR7R1BbWA55NJhPnn38+GzZsGPX4unXrKC0tpaCgQHEbXV1dfPjhh2c80Pls1q1bh9lsZuZMdV0GHALHfIjQpJEyaRSa9FG25qJK5hSk4HR5+d1r+/H6tHngajhFah55vD7WvtKA0+WlrCCFSxbmR+R9J4NWf9bCfoXnb37zm9TV1fHQQw+xfft2Hn/8cV577TW+/e1vj3peZWUl999//2mvX7duHT6f76xfed144438/ve/Z8uWLbz55pvcfffdvPHGG3zrW9+a8PE+4dTvHPtB3tOVNFImjUKTPspsbhu3X1tJfKyBo21W1m07Fu0hqU6k5tFfNzfRfHKAxDgjt183D70Gvu4aodWftbAvfhYvXswTTzzBzp07ue2223jttdf48Y9/zKpVq0Y9z+v14jvDvzxeffVVqqurz7oXZ+bMmTzzzDP8f//f/8e9995Le3s7//Ef/8Ett9wSlj/Pueqxa/M+KJEkjZRJo9Ckj7Ieey+ZqfF8+YrAvb/+vqWFpnZblEelLpGYR/XNvby+PXD201dXzdXc111a/VmLyHWpL7vsMi677LKQzzl06NAZH1e6D9gvfvGLiQ4rKrRwAFu0SSNl0ig06aNspNHSeTnsaezhwwNd/PbVBh669TxiTYYoj04dwj2PrEMufvda4PTyi2vzWVSeHdb3Cwet/qyF/fYWWiW3txBCTBdDDjcPPvUhfQNOVtbkccvVc6M9pCnP5/fzixf3UN9kIT8zkR/cshhTjCw6z5Uqbm8hTld36mJP4uykkTJpFJr0UfbJRolxMXz9mgoANtW1s/tId7SGpSrhnEcbP2qlvslCjFHPnTfM0+zCR6s/a7L4iTCPzxPtIaieNFImjUKTPso+3aiiKJ2rzisE4L/XHcQ6KLe/CNc8aumw8Zd3A6e133zZHAqyksLyPpGg1Z81WfxEWFpcWrSHoHrSSJk0Ck36KDtToxtXlFKQlcTgsJtf/60ej3d6n/4ejnk07PTwm7834PX5WViWxcU1eZP+HpGk1Z81WfxEWHZCZrSHoHrSSJk0Ck36KDtToxijnm9+Zh7xsQYOt1n5nzePRGFk6hGOefSnjYfp6hsm3RzLV1fN1ewBwyO0+rMmi58IG7khnTg7aaRMGoUmfZSdrdGMjETuuG4eOuDd3Sd4Z/eJyA5MRSZ7Hm2qO8H79R3odHDHdfNIilfftejGS6s/a7L4EUIIMcqC2ZncuDJw5d7/2XiYw6390R3QFLC/xcIf3wjc0f4zFxZTVpga3QFNc7L4ibCS1KJoD0H1pJEyaRSa9FGm1Gj10lmcV5GN1+fnv/66j16rIzIDU5HJmkcne4f41V/r8fr8nF+Zw7UXTM521UCrP2uy+ImwQbdcO0iJNFImjUKTPsqUGul0Om5dVcHM7CQG7G5++fI+nG5vhEanDpMxjwaH3fy/F/did3oozTfztdXaP87nk7T6syaLnwjrGpLrZyiRRsqkUWjSR9lYGsWaDHzrc/NJio/hWOcAz7x+kOl0XdxznUcer49fvryPrv5hMlPi+PaN1cQYtXk9n7PR6s+aLH6EEEKcVWZKPHd9tgqDXsf2/Z2sP3UfKhGa3+/n2fUHOdzaT5zJwHduqsacaIr2sMQpcnuLswjX7S18fh96naw5Q5FGyqRRaNJH2XgbvbOrjT+8cRgdcPeaaqpLtXmK83icyzz6x7YWXtrUhE4H312zgPklGZM8OnVQ28+a3N5Cpep7DkR7CKonjZRJo9Ckj7LxNrq4Np+VNXn4gV/9tZ5Dx/vCMzAVmeg82nmoi5c2NQHwxcvLpuzCB7T7syaLnwhzeV3RHoLqSSNl0ig06aNsvI10Oh1fuqKM6tIMXB4fv3hxL0fbrGEanTpMZB41n7Tx21f3A3DZwgIuW1Qw2cNSFa3+rMniJ8JSYlOiPQTVk0bKpFFo0kfZRBoZDXru+mwVlUVpON1e/vPFOppP2sIwOnUYb6OmdhuPPV+Hy+OjqiSdmy+fHaaRqYdWf9Zk8RNheUm50R6C6kkjZdIoNOmjbKKNYowGvv25asoKUxl2evn5C3Uc7xyY5NGpw3gaHT1h5bEXdmN3epidn8I3b6jCoJ/6f8Vq9Wdt6v+XUZkDvYeiPQTVk0bKpFFo0kfZuTSKjTFw903VlOabGXJ4+NnzdbR1D07i6NRhrI0Ot/bz2At1DDu9lBWmcs/nFxAfawzz6NRBqz9rsvgRQggxbvGxRv55TQ1FuckMDrv52fN1nOzV5gXvzsWBY338/M91OF1eKmal8c9rFhBnmh4LHy2TxU+EFaXMjPYQVE8aKZNGoUkfZZPRKCHOyD2fr2FmdhK2IRf/8dxuuvrskzA6dVBq1NBs4f+9uAeX28e84nTuvqmaWNPUuoihEq3+rMniJ8KcGj0yPpKkkTJpFJr0UTZZjZLiY7jn5hryMxPpH3Tx0//ZTUvH1DgIOlSjvY29/L+/7MXl8VFdmsF3PjcfU8z0WviAdn/WZPETYScHO6I9BNWTRsqkUWjSR9lkNjInmLjv5hryMhPpG3Dykz/uYvv+zknbfrScrdHuw9388uW9eLw+audkctdn50+521aMlVZ/1mTxI4QQ4pylJMVy/5cXUV2agdvjY+0rDby0qRHfFLqJgM/n52/vNfHLl/fh8fpZVJ7FNz9TRYxR/irVGrm9xVmE6/YWXp8Xg356/gthrKSRMmkUmvRRFq5GPp+flzY38voHgXuA1czO5PbrKjV59tMnG9nsLp58pYH9LYErW19cm88XL5+DcQy3UpjK1PazJre3UKkDlsPRHoLqSSNl0ig06aMsXI30eh1rLp7N7ddVYjToqTvaw7//YSedGjwQeqTRkbZ+fvjfH7G/pQ9TjJ7br63kn64qn/YLH9Duz5r8l4swh8cR7SGonjRSJo1Ckz7Kwt1o2bxc/vXLC0lNMtHeM8SPn91BQ4slrO852Ybdw7zx4XEe/Z/d9A04mZGRwA/+aTHLqrR5Yb9w0OrPmix+IizZlBztIaieNFImjUKTPsoi0ah4hpkHv7qEkrzAxRB//kIdf3rjMHaHO+zvfa7sDg9vbXLy/NtH8fr8nFeRzQ9uWUx+VlK0h6YqWv1Zk2N+ziJcx/wMexzEG+MmfbtTiTRSJo1Ckz7KItnI7fHyhzcOs2XvSQCSE2K46eJSls+fgV6ni8gYxsrv97PzUDd/fucoPVYHBr2OL1w+h0tq89GpbKxqoLafNTnmR6Uaeg5EewiqJ42USaPQpI+ySDaKMRr42uoK/vfNNczISGDA7ua/1x3kJ3/cybEO9dwX7HBrP//3Dzv51d/q6bE6SErU869fXsSlCwtk4XMWWv1Z097h90IIITSpoiidH37tPN7c0cbftzTTeMLGw89+xCW1+Xx2RQmJcTFRGdeJniFeereRuqM9AJhi9Fy1ZCY5xf2U5JmjMiYRXmH/2mvr1q28/PLL7Nmzh9bWVr70pS/x4IMPjum1AwMD/OQnP+HNN9/E7XZz0UUX8cADD5CdnT3qebt27eKnP/0pBw4cICMjgy984Qvcfvvt57RSD9fXXp32bnISsiZ9u1OJNFImjUKTPsqi3ahvwMkLbx/hwwNdQOCrsEtq87lg/gyyU+MjNoa/vdfEln0n8ftBr9OxYsEMrr+wmNSk2Kg30gK1NRrr115h3/Pz3nvvcfDgQZYsWYLVah3Xa7/73e9y9OhRHnroIWJjY/nFL37B7bffzksvvYTRGBj6sWPHuO2221i+fDnf/e53OXToED/72c8wGAzcdttt4fgjnROvzxvtIaieNFImjUKTPsqi3SgtOZZv3FDFypo+/vjGIU722nllawuvbG2hrDCV5VW5LJ6bPenXBxpyuNl7tJedh7vZ19SL2+MDYGFZFp9bWcKMjMTgc6PdSAu02ijsi5//83/+D9/73vcA2L59+5hft3v3brZs2cJTTz3FhRdeCEBxcTGrV6/mjTfeYPXq1QA89dRTpKWl8fOf/xyTycSyZcuwWCz85je/4Stf+Qomk2ny/1DnoH3wJHlJcppkKNJImTQKTfooU0ujillp/PBr57HjYBdb6zvY32zhcGs/h1v7+dPGwywqz+KC+TOYOzMVg35ih6n2DzrZfbibXYe7OXi8H6/v4y88Zhek8L8uns3sgpTTXqeWRmqm1UZhX/zoJzhZN2/ejNlsZvny5cHHSkpKqKioYPPmzcHFz+bNm7niiitGLXJWr17N2rVr2b17N+eff/65/QGEEEKEldGgZ+m8XJbOy8Vic7CtoYOt+zrosNjZ1tDJtoZODHodmSlx5KQnkJ0WT05aAjlp8WSnJxBnMjAw5MJmdzNgd2EbcmGzu7ANuTnRPUhj++gbreZnJlJblsWisixm5iTJwczTkGoPeG5qaqK4uPi0SVlSUkJTUxMAdrudkydPUlJSctpzdDodTU1Nqlv8VGdVRXsIqieNlEmj0KSPMrU2SjfHcc2yIlYvnUXTSRtb93Xw0YFOhhweOvuG6ewbntB2S/PMLCzLYmFZFjnpCWN6jVobqYlWG6l28WOz2UhOPv3iSSkpKdTX1wOBA6IBzObRR+ObTCbi4+PHfYzRJ3l8HnZ07AZgQfZ8DlmO4PA4SDIlUWQupP7U6X2Fyfn48dM20A5AddY8GvtbGHIPkRCTwOzUEvZ2B8ablzSDFttxTPrAGQ3zMis4bmtjwDVAnDGOivQydnftBWBGUi6xBhMt1sD9cSoyymkf7MDqtGIymKjKrGBX5x4AshOzSIpJpKm/BYDy9Dl02Xvoc/Rh1BupyZ7Pzs46/H4/mQkZpMamcLQvsICck1aKxdFP73AvOp2eRTkL2N21D6/PQ3p8GpnxGRy2HAWgNLWYAdcgXfZuABbn1rKnux63101qXCq5idkc7A1c6rw4ZRbDHgcdQ4E7O9dmV7Pfcginx4k5NpnC5Hwaeg4CMNNciMfnoX0wcA0Qk8GEQW9k2G0n0ZRIsXkW9T37AShIzgegbeAEAFWZlTTbjjHkGiI+JoGy1BL2fKK3UW/kuK31VO+5tA6cwOYcINYYS2V6ebB3bmIO8cY4mq3HAJibUUbHUBf9jn5iDDEsyKoKzofshCySTUk09jcDUJY+m57hXizDfRj0Rmqz57Ozcw9+v4+M+AzS41I50tcIwOy0EvqdVnrsveh0Ohbl1FDXtQ+Pz0NaXBrZCZkcshwBoCS1iEH3EF1Dgd4LcxZQ33MAl9dFv9PKsrzzONB7CICilJk4va7gHZZrs6s5YDmMw+Mg2ZTMTHNB8JTUQnMBXp832Ls6q4qj/U3Y3XYSYxIpTS1ib3fDqd556NDRGuxdQYutlUHXIHHGOMrT57Cna19wzpr0Jo7ZAnO2MmMuJwbbsTptxBpjmZcxNzhncxKzSTAm0GwNzNm56WV02AO9jYYYarKq2NFZB34/WQmZmE3Jwd5z0mZjcVjoHbag1xtYmF3Nrq69+HxeMuLTSY9L553W9yhImkFpajE21wDd9h7Q6VicU0Nddz2ekTmbkM1By8icLcLusdM51BXs3dB7EKfHSUqsmfykPPb3BubsLPNMXL6Pe0/mZ4RBb6DV1nZqzobvM+LDjl2kmJJV/RnRp2+icgFceWEFFpuDwx0nsdp8mDxpNHX1YrG6sA348HohLlZHfJyO1KQ4EuON6IxO4uN1lGcXkJg5hD7GQXyMg/SUmODPstJnhA5d8ArGWvuMSIlNIS8pN+yfEQ6vizmpxar5jFiZsoQEg/IB8+M+22tgYICuri7F5xUWFp52vM2ll17KxRdfPKazvW699Vb0ej1PPfXUqMcffvhhtm7dyoYNG+js7GTFihX8/Oc/55prrhn1vNraWu68806+8Y1vjOFPdbpwne21o2M3i3NrJ327U4k0UiaNQpM+yqZKI5/fj8/nD8t9tqZKo3BSW6Owne21fv16HnjgAcXnrVu3jtLS0vFuPshsNtPR0XHa41arlZSUwIFpI3uGRvYAjXC5XAwPDwefpyaJMYnKT5rmpJEyaRSa9FE2VRrpdTr0hvAcszNVGoWTVhuNe/GzZs0a1qxZE46xjFJSUsK2bdvw+/2jjvtpbm6mrKwMgISEBGbMmBE8BuiTz/H7/acdC6QGpalF0R6C6kkjZdIoNOmjTBopk0bKtNpItbe3WLFiBVarlW3btgUfa25uZv/+/axYsWLU89566y3c7o9vlLdu3TrMZjO1terZFTdi5HtScXbSSJk0Ck36KJNGyqSRMq02Cvvi58SJE6xfv57169czPDzM8ePHg7/+pMrKSu6///7gr2tra7nwwgu5//77ef3113n77bf5zne+Q3l5OVdeeWXwebfddhsWi4V7772Xbdu28eyzz/LUU0/xjW98Q3XX+BFCCCFE9IX99hYvv/wy//qv/3rG3zt06FDw/5eXl/PZz36WRx55JPjYyO0tNm7ciMfj4cILL+SBBx4gJydn1HZ27drFI488woEDB0hPT+dLX/qSam9v0THUSW5ijvITpzFppEwahSZ9lEkjZdJImdoajfWA57AvfrQqbPf2GuoiJzFb+YnTmDRSJo1Ckz7KpJEyaaRMbY3GuvhR7TE/U9XItRDE2UkjZdIoNOmjTBopk0bKtNpIFj9CCCGEmFbka6+zCNfXXg6Pgzhj3KRvdyqRRsqkUWjSR5k0UiaNlKmtkXztpVItpy6jLs5OGimTRqFJH2XSSJk0UqbVRrL4ibBB12C0h6B60kiZNApN+iiTRsqkkTKtNpLFT4SpafegWkkjZdIoNOmjTBopk0bKtNpIjvk5i3Ad8+P2eYjRj/uuItOKNFImjUKTPsqkkTJppExtjeSYH5Xa07Uv2kNQPWmkTBqFJn2USSNl0kiZVhvJnp+z8Pv9+HyTn8bpdRJriJ307U4l0kiZNApN+iiTRsqkkTK1NdLrdWO6u4MsfoQQQggxrcjXXkIIIYSYVmTxI4QQQohpRRY/QgghhJhWZPEjhBBCiGlFFj9CCCGEmFZk8SOEEEKIaUUWP0IIIYSYVmTxI4QQQohpRRY/QgghhJhWZPEjhBBCiGlFFj9CCCGEmFZk8SOEEEKIaUUWP0IIIYSYVmTxEwGNjY3ceuut1NTUsHz5ch599FFcLle0h6Uqx44d48EHH+SGG26gsrKSa6+9NtpDUpXXX3+db37zm6xYsYKamhpuuOEG/vKXv+D3+6M9NNXYtGkTX/7yl1m6dClVVVVcdtll/OQnP2FgYCDaQ1OloaEhVqxYQXl5Ofv27Yv2cFTh5Zdfpry8/LT//exnP4v20FTnr3/9K5/5zGeYP38+559/Pl//+tdxOBzRHtaYGaM9gKnOarVyyy23UFRUxBNPPEFnZyePPPIIDoeDBx98MNrDU40jR46wadMmFixYgM/nk7/UP+WZZ54hPz+f733ve6SlpfH+++/zgx/8gI6ODr71rW9Fe3iq0N/fT3V1NV/5yldITU3lyJEjPPHEExw5coSnn3462sNTnV/96ld4vd5oD0OVfve735GcnBz8dU5OThRHoz6//vWv+e1vf8s3vvENampq6OvrY9u2bdqaT34RVr/5zW/8NTU1/r6+vuBjzz//vL+iosLf0dERvYGpjNfrDf7/f/mXf/Ffc801URyN+vT29p722AMPPOBfuHDhqHZitBdeeMFfVlYmP2ufcvToUX9NTY3/ueee85eVlfn37t0b7SGpwksvveQvKys748+bCGhsbPRXVlb633333WgP5ZzI115htnnzZpYtW0ZqamrwsVWrVuHz+di6dWv0BqYyer1MxVDS09NPe6yiooLBwUHsdnsURqQNIz93brc7ugNRmR//+MfcfPPNFBcXR3soQmNefvllCgoKWLlyZbSHck7kb5wwa2pqoqSkZNRjZrOZrKwsmpqaojQqMRXs3LmTnJwckpKSoj0UVfF6vTidThoaGviv//ovLr30UgoKCqI9LNVYv349hw8f5q677or2UFTr2muvpaKigssuu4y1a9dq6+ucMNuzZw9lZWX86le/YtmyZVRVVXHzzTezZ8+eaA9tXOSYnzCz2WyYzebTHk9JScFq/f/buZ9Q9v84DuDPWYzUqMXFRVJjrKVkB6YwBycHKSlL5E9h7ISTlgMpRQqtkH8HkuMSzZLTSqFoEg6irBUxjIZ9D37pK/PL91e+74/f5/m4be/L87J9nr0/r/f7WkAi+j/Y2tqC0+lEZ2en6CiSU1RUBJ/PBwAwmUwYHBwUnEg6gsEg+vv7YbPZWJojSEpKQltbGwwGAxQKBdbX1zE0NASfz8cZzX/4/X7s7e3h8PAQPT09iIuLw/j4OOrq6rC6ugqNRiM64pew/BD9MBcXF7DZbDAajbBYLKLjSI7D4UAwGMTR0RHGxsbQ3NyMqakpKJVK0dGEGxsbg0ajQUVFhegokmQymWAymd4+FxQUQKVSYXp6Gs3NzUhOThaYThrC4TDu7+8xPDyMjIwMAIDBYEBxcTHm5ubQ3t4uOOHX8LXXN1Or1RGP2l5fXyMhIUFAIvrJbm5u0NDQgMTERIyMjHBWKoKMjAzk5OSgsrISo6Oj8Hg8WFtbEx1LuPPzc0xOTsJqtSIQCODm5uZtXuz+/h53d3eCE0pTWVkZnp+f4fV6RUeRBLVajcTExLfiA7zO1ul0OhwdHQlM9me48/PN0tLSPsz2BAIB+P3+D7NARP/m4eEBTU1NCAQCWFhYeHcUlyLTarWIjo7G6emp6CjCnZ2dIRQKobGx8cOaxWKBwWDA4uKigGT0k6Snp3/6e3p8fPzLaf47lp9vVlhYiPHx8XezPysrK4iKikJ+fr7gdPRTPD09oaOjAycnJ5ifn+e9I1+0u7uLUCjEgWe8ng6cmZl5953X60VfXx/sdjv0er2gZNLmdDqhVCqh0+lER5GEoqIiLC8vw+v1IjMzEwBwdXWF/f191NbWig33B1h+vllVVRVmZ2fR0tKCpqYm+Hw+DAwMoKqqig+w3wSDQWxsbAB43Z6/vb3FysoKACAvLy/iUW85sdvtcLvd6Orqwu3tLXZ2dt7WdDodYmJixIWTiNbWVmRnZ0Or1SI2NhYHBweYmJiAVquF2WwWHU84tVoNo9EYcS0rKwtZWVl/OZH01NfXw2g0QqvVAgBcLhcWFxdhsViQlJQkOJ00mM1m6PV6WK1W2Gw2qFQqOBwOxMTEoLq6WnS8L1OEw7xK97sdHx+jt7cX29vbiI+PR3l5OWw2Gx9Yvzk7O0NJSUnEtZmZmU//tOWiuLgY5+fnEddcLhd3NvA66Ox0OnF6eopwOIyUlBSUlpaivr6eJ5s+4fF4YLFYsLS0xJ0fvN5/tLm5iYuLC7y8vCA1NRWVlZWoqamBQqEQHU8yLi8v0dfXB7fbjVAohNzcXHR3dyM9PV10tC9j+SEiIiJZ4VERIiIikhWWHyIiIpIVlh8iIiKSFZYfIiIikhWWHyIiIpIVlh8iIiKSFZYfIiIikhWWHyIiIpIVlh8iIiKSFZYfIiIikhWWHyIiIpKVX1ColrT1U9w1AAAAAElFTkSuQmCC", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1)\n", "ax.grid(color='g', linestyle='--', linewidth=.5, alpha=.5);\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1);\n", "# plt.grid()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Axes labels and title"]}, {"cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1)\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_title('Sine curve');\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1)\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine curve\");"]}, {"cell_type": "markdown", "metadata": {}, "source": ["**Question**\n", "\n", "Plot again $x \\mapsto e^{-x}$ for $x \\in [-1, 10]$ and add axis labels and a title."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["### Legend\n", "There are two manners to plot a legend.\n", "The first one is to label each curve separately."]}, {"cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["y2 = cos(x)\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(x, y1, label=\"sin\")\n", "ax.plot(x, y2, label=\"cos\")\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine and cosine curves\")\n", "ax.legend(loc=\"upper center\");\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1, label=\"sin\")\n", "# plt.plot(x, y2, label=\"cos\")\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine and cosine curves\")\n", "# plt.legend(loc=\"upper center\");"]}, {"cell_type": "markdown", "metadata": {}, "source": ["The second one is to give a list of labels to the function `legend`."]}, {"cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1)\n", "ax.plot(x, y2)\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine and cosine curves\")\n", "ax.legend((\"sin\", \"cos\"), loc=\"lower left\");\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1)\n", "# plt.plot(x, y2)\n", "# plt.grid()\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine and cosine curves\")\n", "# plt.legend((\"sin\", \"cos\"), loc=\"lower left\");"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Note that all location strings are available in the [legend properties](http://matplotlib.org/api/pyplot_api.html#matplotlib.pyplot.legend).\n", "Furthermore, the font size and the marker scale can be changed thanks to the properties `fontsize` and `markerscale` of `plt.legend`.\n", "\n", "Let us remark that the legend can be further modified and placed outside the curve box:"]}, {"cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "for p, s in [(0, '0'),\n", "             (pi/2, r'$\\pi/2$'),\n", "             (pi, r'$\\pi$'),\n", "             (3*pi/2, r'$3\\pi/2$')]:\n", "    ax.plot(x, sin(x+p), label=r\"phase \" + s)\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.legend(loc=\"upper center\", bbox_to_anchor=(0.5, 1.3), ncol=2, shadow=True);\n", "\n", "# Pyplot API\n", "# for p, s in [(0, '0'),\n", "#              (pi/2, r'$\\pi/2$'),\n", "#              (pi, r'$\\pi$'),\n", "#              (3*pi/2, r'$3\\pi/2$')]:\n", "#     plt.plot(x, sin(x+p), label=r\"phase \" + s)\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.legend(loc=\"upper center\", bbox_to_anchor=(0.5, 1.3), ncol=2, shadow=True);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Here:\n", "- `r\"\u2026\"` is for LaTeX support (see below);\n", "- `bbox_to_anchor=(0.5, 1.3)` means that the upper center of the legend is halfway through the x axis, and 0.3 above the curve box;\n", "- `ncol=2` means that the legend spans two columns;\n", "- `shadow=True` draws a shadow behind legend."]}, {"cell_type": "markdown", "metadata": {}, "source": ["**Question**\n", "\n", "Plot on the same figure the curves of $x \\mapsto e^{- \\gamma |x|}$ for $x \\in [-1, 1]$ and $\\gamma \\in \\{0.5, 1, \\dots, 5\\}$.\n", "\n", "Add a legend in a box outside on the right of the figure."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["### LaTeX and string formatting\n", "There are two conflicting characters when using LaTeX with f-strings.\n", "Let us look at the example `f\"$\\mathcal{N}(a ^\\top b, {sigma})$\"`\n", "- `\\` is usually used for special characters. Here, *\\t* will be understood as a tabulation instead of the beggining of the command *\\top*.\n", "- `{}` are used for substituting Python expression in f-strings. Here, Python will evaluate `N` and replace `{N}` by the restul.\n", "\n", "To circumvent those problems, we can:\n", "- use r-strings, which indicate that `\\` is not used for special characters.\n", "They can ben combined with f-strings;\n", "- double `{` and `}` when they are used for LaTeX expressions.\n", "\n", "Regarding our example, this should work perfectly."]}, {"cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [{"data": {"text/plain": ["<matplotlib.legend.Legend at 0x7eb277f2aa50>"]}, "execution_count": 14, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["sigma = 1\n", "dist = fr'$\\mathcal{{N}}(a ^\\top b, {sigma})$'\n", "\n", "x_normal = linspace(-5, 5, num=200)\n", "fig, ax = plt.subplots()\n", "ax.plot(x_normal, exp(-x_normal**2 / 2) / (sqrt(2*pi)), label=dist)\n", "ax.legend()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Limits and ticks\n", "The limits (in x and y) of the figure are automatically determined.\n", "Nevertheless, they can be changed, as well as the ticks and their labels."]}, {"cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1, label=\"sin\")\n", "ax.plot(x, y2, label=\"cos\")\n", "\n", "ax.set_xlim(0.0, 2*pi)  # Set x limits\n", "ax.set_xticks([t*pi/2 for t in range(5)])  # Set x ticks\n", "ax.set_xticklabels([r'$0$', r'$\\pi/2$', r'$\\pi$', r'$3\\pi/2$', r'$2\\pi$'],\n", "                   fontsize=14)  # Set xlabels\n", "\n", "ax.set_ylim(-1, 1)  # Set y limits\n", "ax.set_yticks(linspace(-1, 1, 9, endpoint=True));  # Set y ticks\n", "\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine and cosine curves\")\n", "ax.legend(loc=\"upper center\");\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1, label=\"sin\")\n", "# plt.plot(x, y2, label=\"cos\")\n", "\n", "# plt.xlim(0.0, 2*pi)  # Set x limits\n", "# plt.xticks([t*pi/2 for t in range(5)],\n", "#           [r'$0$', r'$\\pi/2$', r'$\\pi$', r'$3\\pi/2$', r'$2\\pi$'],\n", "#           fontsize=14)  # Set x ticks and labels\n", "\n", "# plt.ylim(-1, 1)  # Set y limits\n", "# plt.yticks(linspace(-1, 1, 9, endpoint=True));  # Set y ticks\n", "\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine and cosine curves\")\n", "# plt.legend(loc=\"upper center\");"]}, {"cell_type": "markdown", "metadata": {}, "source": ["To define manually minor and major ticks, proceed in the following way."]}, {"cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from matplotlib.ticker import MultipleLocator, FormatStrFormatter\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(x, y1, label=\"sin\")\n", "ax.plot(x, y2, label=\"cos\")\n", "\n", "ax.xaxis.set_major_locator(MultipleLocator(pi/2))\n", "ax.xaxis.set_major_formatter(FormatStrFormatter('%0.2f'))\n", "ax.xaxis.set_minor_locator(MultipleLocator(pi/6))\n", "\n", "ax.yaxis.set_major_locator(MultipleLocator(0.5))\n", "ax.yaxis.set_minor_locator(MultipleLocator(0.25))\n", "\n", "ax.grid(which=\"minor\", linestyle=\":\")  # Set minor grid\n", "\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine and cosine curves\")\n", "ax.legend(loc=\"upper center\");\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1, label=\"sin\")\n", "# plt.plot(x, y2, label=\"cos\")\n", "\n", "# ax = plt.gca()  # gca stands for 'get current axis'\n", "# ax.xaxis.set_major_locator(MultipleLocator(pi/2))\n", "# ax.xaxis.set_major_formatter(FormatStrFormatter('%0.2f'))\n", "# ax.xaxis.set_minor_locator(MultipleLocator(pi/6))\n", "\n", "# ax.yaxis.set_major_locator(MultipleLocator(0.5))\n", "# ax.yaxis.set_minor_locator(MultipleLocator(0.25))\n", "\n", "# plt.grid(which=\"minor\", linestyle=\":\")  # Set minor grid\n", "\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine and cosine curves\")\n", "# plt.legend(loc=\"upper center\");"]}, {"cell_type": "markdown", "metadata": {}, "source": ["It can be seen that the Pyplot API (on its own) is not sufficient for configuring major and minor locators."]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Spines\n", "The spines of the figure can be changes according to:\n", "- axis positions;\n", "- axis colors."]}, {"cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1, label=\"sin\")\n", "ax.plot(x, y2, label=\"cos\")\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine and cosine curves\")\n", "ax.legend(loc=\"upper center\")\n", "\n", "# Moving spines\n", "ax.spines['right'].set_color('none')  # Erase right axis\n", "ax.spines['top'].set_color('none')  # Erase upper axis\n", "ax.spines['bottom'].set_position(('data', 0))  # Set x axis at y=0\n", "ax.spines['left'].set_position(('data', 0))  # Set y axis at x=0\n", "ax.xaxis.set_ticks_position('bottom')  # Set ticks below the x axis\n", "ax.yaxis.set_ticks_position('left')\n", "\n", "ax.set_xlim(0.0, 2*pi)  # Set x limits\n", "ax.set_xticks([t*pi/2 for t in range(5)])\n", "ax.set_xticklabels([r'$0$', r'$\\pi/2$', r'$\\pi$', r'$3\\pi/2$', r'$2\\pi$'],\n", "                   fontsize=14)  # Set x ticks and labels\n", "\n", "ax.set_ylim(-1, 1)  # Set y limits\n", "ax.set_yticks(linspace(-1, 1, 9, endpoint=True));  # Set y ticks\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1, label=\"sin\")\n", "# plt.plot(x, y2, label=\"cos\")\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine and cosine curves\")\n", "# plt.legend(loc=\"upper center\")\n", "\n", "# # Moving spines\n", "# ax = plt.gca()  # gca stands for 'get current axis'\n", "# ax.spines['right'].set_color('none')  # Erase right axis\n", "# ax.spines['top'].set_color('none')  # Erase upper axis\n", "# ax.spines['bottom'].set_position(('data', 0))  # Set x axis at y=0\n", "# ax.spines['left'].set_position(('data', 0))  # Set y axis at x=0\n", "# ax.xaxis.set_ticks_position('bottom')  # Set ticks below the x axis\n", "# ax.yaxis.set_ticks_position('left')\n", "\n", "# plt.xlim(0.0, 2*pi)  # Set x limits\n", "# plt.xticks([t*pi/2 for t in range(5)],\n", "#           [r'$0$', r'$\\pi/2$', r'$\\pi$', r'$3\\pi/2$', r'$2\\pi$'],\n", "#           fontsize=14)  # Set x ticks and labels\n", "\n", "# plt.ylim(-1, 1)  # Set y limits\n", "# plt.yticks(linspace(-1, 1, 9, endpoint=True)); # Set y ticks"]}, {"cell_type": "markdown", "metadata": {}, "source": ["**Question**\n", "\n", "Plot the curve of $x \\mapsto e^{-x}$ for $x \\in [-1, 10]$.\n", "Apply the following changes:\n", "- wipe off the right and top spines;\n", "- move the left spine to $x=0$;\n", "- display the major grid;\n", "- modify minor y ticks with 0.25-interval;\n", "- display the minor grid with the dotted line style."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["### Line style\n", "The line style can be changed either with explicit parameters:"]}, {"cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1, linestyle='dashed', color=\"red\", linewidth=2)\n", "ax.plot(x, y2, linestyle='dashdot', color='green', linewidth=2);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Or with a concise code (check the [format string characters](http://matplotlib.org/api/pyplot_api.html#matplotlib.pyplot.plot)):"]}, {"cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1, 'r--', linewidth=2)\n", "ax.plot(x, y2, 'g-.', linewidth=2);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["One can also add markers on the curves:"]}, {"cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1, linestyle='', color=\"red\", linewidth=2, marker='^', markersize=7, markevery=2)\n", "ax.plot(x, y2, linestyle='', color='green', linewidth=2, marker='s', markersize=7, markevery=2);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Fill between curves\n", "With Matplotlib, it is conceivable to enhance the esthetics of a figure, for instance by filling the space between two curves."]}, {"cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1, label=\"sin\")\n", "ax.plot(x, y2, label=\"cos\")\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine and cosine curves\")\n", "ax.legend(loc=\"upper center\")\n", "\n", "ax.set_xlim(0.0, 2*pi)  # Set x limits\n", "ax.set_xticks([t*pi/2 for t in range(5)])\n", "ax.set_xticklabels([r'$0$', r'$\\pi/2$', r'$\\pi$', r'$3\\pi/2$', r'$2\\pi$'],\n", "                   fontsize=14)  # Set x ticks and labels\n", "\n", "ax.set_ylim(-1, 1)  # Set y limits\n", "ax.set_yticks(linspace(-1, 1, 9, endpoint=True))  # Set y ticks\n", "\n", "ax.fill_between(x, 0, y1, color=\"blue\", alpha=0.1)\n", "ax.fill_between(x, 0, y2, color=\"green\", alpha=0.1);\n", "\n", "# Pyplot API\n", "# plt.plot(x, y1, label=\"sin\")\n", "# plt.plot(x, y2, label=\"cos\")\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine and cosine curves\")\n", "# plt.legend(loc=\"upper center\")\n", "\n", "# plt.xlim(0.0, 2*pi)  # Set x limits\n", "# plt.xticks([t*pi/2 for t in range(5)],\n", "#           [r'$0$', r'$\\pi/2$', r'$\\pi$', r'$3\\pi/2$', r'$2\\pi$'],\n", "#           fontsize=14)  # Set x ticks and labels\n", "\n", "# plt.ylim(-1, 1)  # Set y limits\n", "# plt.yticks(linspace(-1, 1, 9, endpoint=True))  # Set y ticks\n", "\n", "# plt.fill_between(x, 0, y1, color=\"blue\", alpha=0.1)\n", "# plt.fill_between(x, 0, y2, color=\"green\", alpha=0.1);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Figure and subplots\n", "This example highlights two features:\n", "- defining the size of a figure;\n", "- drawing several subfigures on the same figure.\n", "\n", "The ticks in x and y can be shared, either in row (`sharex='row'` for instance), column (`sharey='row'` for instance) or for the whole figure (like here)."]}, {"cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1000x500 with 2 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots(1, 2, sharex=True, sharey=True, figsize=(10, 5))  # 1 row, 2 columns\n", "\n", "# First subplot\n", "ax[0].plot(x, y1, linewidth=2, color='red')\n", "ax[0].set_xlabel(\"x\")\n", "ax[0].set_ylabel(\"y\")\n", "ax[0].set_title(\"Sine curve\")\n", "\n", "# Second item\n", "ax[1].plot(x, y2*exp(-x/2), linewidth=2, color='green')\n", "ax[1].set_xlabel(\"x\")\n", "ax[1].set_ylabel(\"y\")\n", "ax[1].set_title(\"Cos * exp curve\");\n", "\n", "# Pyplot API\n", "# plt.figure(figsize=(10, 5))\n", "\n", "# plt.subplot(1, 2, 1)  # 1 row, 2 columns, Item 1\n", "# plt.plot(x, y1, linewidth=2, color='red')\n", "# plt.grid()\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Sine curve\")\n", "\n", "# plt.subplot(1, 2, 2)  # 1 row, 2 columns, Item 2\n", "# plt.plot(x, y2*exp(-x/2), linewidth=2, color='green')\n", "# plt.grid()\n", "# plt.xlabel(\"x\")\n", "# plt.ylabel(\"y\")\n", "# plt.title(\"Cos * exp curve\");"]}, {"cell_type": "markdown", "metadata": {}, "source": ["You can have much more control on subplots with `GridSpec`."]}, {"cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1000x1000 with 3 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from matplotlib.gridspec import GridSpec\n", "\n", "gs = GridSpec(2, 2)  # 2 rows, 2 columns\n", "\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = [fig.add_subplot(pos) for pos in [gs[0, :],  # First row, two columns\n", "                                       gs[1, 0],  # Second row, left column\n", "                                       gs[1, 1]]]  # Second row, right column\n", "\n", "# First row, two columns\n", "ax[0].plot(x, y2*exp(-x/2), linewidth=2, color='green')\n", "ax[0].set_xlabel(\"x\")\n", "ax[0].set_ylabel(\"y\")\n", "ax[0].set_title(\"Cos * exp curve\");\n", "\n", "# Second row, left column\n", "ax[1].plot(x, y1, linewidth=2, color='red')\n", "ax[1].set_xlabel(\"x\")\n", "ax[1].set_ylabel(\"y\")\n", "ax[1].set_title(\"Sine curve\")\n", "\n", "# Second row, right column\n", "ax[2].plot(x, cos(x), linewidth=2, color='red')\n", "ax[2].set_xlabel(\"x\")\n", "ax[2].set_ylabel(\"y\")\n", "ax[2].set_title(\"Cos curve\");"]}, {"cell_type": "markdown", "metadata": {}, "source": ["**Question**\n", "\n", "Plot on a 2x2 matrix the curves of the functions:\n", "- $x \\mapsto cos(x)$;\n", "- $x \\mapsto sin(x)$;\n", "- $x \\mapsto exp(x)$;\n", "- $x \\mapsto |x|$.\n", "\n", "You can consider $x \\in [-5, 5]$.\n", "In addition, set the following parameters:\n", "- without sharing yticks;\n", "- sharing xticks on each row;\n", "- setting the figure size to (10, 10);\n", "- adding a grid and a title for each subplot."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["### Adding text\n", "Text can be added with the commands `text` and `annotate` (the main [text properties](http://matplotlib.org/users/text_props.html) are: `fontsize`, `fontweight` (bold), `fontstyle` (italic), `color` and so on).\n", "In the last case, the arrow properties can be changed."]}, {"cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "ax.plot(x, y1, linewidth=2, color='red')\n", "\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine curve\")\n", "\n", "ax.text(4, .5, r'$y = \\sin(x)$', fontsize=18)\n", "\n", "arrowprops = dict(facecolor='blue', width=2, headwidth=7, shrink=0.05)\n", "ax.annotate('Local min', xy=(3*pi/2, -1), xytext=(2, -0.5), fontsize=14,\n", "            horizontalalignment='right', verticalalignment='top', arrowprops=arrowprops);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["One can also go further in the ornaments by defining text frames (see the [frame properties](http://matplotlib.org/api/patches_api.html))."]}, {"cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots()\n", "\n", "ax.plot(x, y1, linewidth=2, color='red')\n", "\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_title(\"Sine curve\")\n", "\n", "bboxprops = dict(boxstyle=\"round\", facecolor=\"white\", edgecolor=\"0.5\", alpha=0.9)\n", "ax.text(3.7, 0., r'$y = \\sin(x)$', horizontalalignment=\"center\",\n", "        verticalalignment=\"center\", rotation=-65, fontsize=18, bbox=bboxprops)\n", "\n", "bboxprops = dict(boxstyle=\"rarrow\", facecolor=(0.8,0.9,0.9), edgecolor=\"b\", linewidth=2)\n", "ax.text(1.5, -0.5, \"Time\", horizontalalignment=\"center\", verticalalignment=\"center\",\n", "        fontsize=16, color=\"green\", bbox=bboxprops);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["### Nonlinear axis\n", "This example plots linear, log and mixed charts.\n", "The option `symlog` for symmetric log scale (negative axis) can also be used."]}, {"cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1000x1000 with 4 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig, ax = plt.subplots(2, 2, figsize=(10, 10))\n", "\n", "for axis, (xscale, yscale) in zip(ax.flat, [(\"linear\", \"linear\"),\n", "                                       (\"log\", \"linear\"),\n", "                                       (\"linear\", \"log\"),\n", "                                       (\"log\", \"log\")]):\n", "    axis.plot(x, exp(-x), label=\"exp\")\n", "    axis.plot(x, x, label=\"linear\")\n", "    axis.grid(True, which=\"both\")  # Draw both major and minor tick grids\n", "    axis.set_xscale(xscale)\n", "    axis.set_yscale(yscale)\n", "    axis.legend(loc=\"upper left\")\n", "    axis.set_title(xscale + ' / ' + yscale)\n", "\n", "# Pyplot API\n", "# plt.figure(figsize=(10, 10))\n", "\n", "# for it, (xscale, yscale) in enumerate([(\"linear\", \"linear\"),\n", "#                                       (\"log\", \"linear\"),\n", "#                                       (\"linear\", \"log\"),\n", "#                                       (\"log\", \"log\")]):\n", "#     plt.subplot(2, 2, it+1)\n", "#     plt.plot(x, exp(-x), label=\"exp\")\n", "#     plt.plot(x, x, label=\"linear\")\n", "#     plt.grid(which=\"both\")  # Draw both major and minor tick grids\n", "#     plt.xscale(xscale)\n", "#     plt.yscale(yscale)\n", "#     plt.legend(loc=\"upper left\")\n", "#     plt.title(xscale + ' / ' + yscale)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["**Question**\n", "\n", "Plot the curves of $x \\mapsto \\frac{1}{10x}$ and $x \\mapsto \\frac{1}{x^2}$ for $x \\in [1, 100]$.\n", "Configure a logarithmic scale on the y axis."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## Animation and user interaction <a id=\"part1sec5\"></a>\n", "It may be quite useful sometimes to animate figures, for instance in order to incorporate a time dimension.\n", "Let us for instance consider Fermat's spirale."]}, {"cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}, {"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["thetas = linspace(0, 8*pi, num=200)\n", "\n", "x = sqrt(thetas) * cos(thetas)\n", "y = sqrt(thetas) * sin(thetas)\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(x, y, 'b-')\n", "ax.plot(-x, -y, 'r-')\n", "ax.axis('image');"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Let us now animate it!"]}, {"cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [{"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "b805e28ed3804782bc9ff5f61bc68fce", "version_major": 2, "version_minor": 0}, "image/png": 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width=640.0/>\n", "            </div>\n", "        "], "text/plain": ["Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from matplotlib.animation import FuncAnimation\n", "%matplotlib widget\n", "\n", "# Create figure with adequate limits and aspect\n", "fig, ax = plt.subplots()\n", "ax.set_xlim([1.1*x.min(), 1.1*x.max()])\n", "ax.set_ylim([1.1*y.min(), 1.1*y.max()])\n", "ax.axis('image')\n", "\n", "# Create artists that will be updated\n", "blueline, = ax.plot([], [], 'b-')\n", "redline, = ax.plot([], [], 'r-')\n", "\n", "# Create the frame-by-frame function\n", "def animate_curves(frame):\n", "    frame = min(frame, len(x))\n", "    blueline.set_data(x[:frame+1], y[:frame+1])\n", "    redline.set_data(-x[:frame+1], -y[:frame+1])\n", "    return blueline, redline\n", "\n", "# Create the animation\n", "# frames: int for range(frames) or list of arguments for func\n", "# interval: delay between two frames in milliseconds\n", "anim = FuncAnimation(fig=fig, func=animate_curves, frames=len(x), interval=50,\n", "                     repeat=False)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["It is also possible to animage images."]}, {"cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [{"name": "stderr", "output_type": "stream", "text": ["/home/maxime/p3venv/lib/python3.12/site-packages/matplotlib/animation.py:892: UserWarning: Animation was deleted without rendering anything. This is most likely not intended. To prevent deletion, assign the Animation to a variable, e.g. `anim`, that exists until you output the Animation using `plt.show()` or `anim.save()`.\n", "  warnings.warn(\n"]}, {"data": {"application/vnd.jupyter.widget-view+json": {"model_id": "dd5125b08bfa4222a8f0918966858a2a", "version_major": 2, "version_minor": 0}, "image/png": 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", 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' width=640.0/>\n", "            </div>\n", "        "], "text/plain": ["Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous \u2026"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from urllib.request import urlopen\n", "from PIL import Image\n", "\n", "img = Image.open(urlopen('https://images.mubicdn.net/images/cast_member/2552/cache-207-1524922850/image-w856.jpg'))\n", "img.resize((369, 438)).save('image1.jpg')\n", "\n", "img = Image.open(urlopen('https://resize.prod.femina.ladmedia.fr/rblr/652,438/img/var/2023-01/refgejeanpage.jpg'))\n", "img.crop((125, 0, 494, 438)).save('image2.jpg')\n", "\n", "im1 = plt.imread('image1.jpg') / 255\n", "im2 = plt.imread('image2.jpg') / 255\n", "\n", "# Create figure and plot the first image to set adequate limits and aspect\n", "fig, ax = plt.subplots()\n", "im = ax.imshow(im1)\n", "ax.grid()\n", "\n", "# Create the frame-by-frame function\n", "def animate_image(ratio):\n", "    im.set_array((1-ratio) * im1 + ratio * im2)\n", "    # ax.set_title(str(ratio))\n", "    return [im]\n", "\n", "# Create the animation\n", "anim = FuncAnimation(fig=fig, func=animate_image, frames=linspace(0, 1, num=50),\n", "                     interval=50, repeat=False)"]}, {"cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": ["# Close all figures and go back to inline plots\n", "plt.close('all')\n", "%matplotlib inline"]}, {"cell_type": "markdown", "metadata": {}, "source": ["# Other plots  <a id=\"part2\"></a>\n", "## Image <a id=\"part2sec1\"></a>\n", "Matplotlib makes it possible to show images using the submodule `image` (generally nicknamed `mpimg`).\n", "The following example reads an image and shows it.\n", "\n", "For more details, you can refer to the [image tutorial](https://matplotlib.org/stable/tutorials/introductory/images.html) and the [image API](https://matplotlib.org/stable/api/image_api.html)."]}, {"cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1000x1000 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["import matplotlib.image as mpimg\n", "%matplotlib inline\n", "\n", "img = mpimg.imread('img/upmc.jpg')\n", "\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "ax.imshow(img)\n", "ax.grid();\n", "\n", "# Pyplot API\n", "# plt.figure(figsize=(10, 10))\n", "# plt.imshow(img);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Another interesting feature of plotting images is to show greyscale image with a particular [colormap](https://matplotlib.org/stable/tutorials/colors/colormaps.html).\n", "The following example plots each component of the previous RGB image, with a specific colormap."]}, {"cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1000x1000 with 6 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from matplotlib.colors import ListedColormap\n", "\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = []\n", "\n", "for i, color in enumerate(['Reds', 'Greens', 'Blues']):\n", "    ax.append(fig.add_subplot(2, 2, i+1))\n", "    axim = ax[-1].imshow(img[:, :, i], cmap=ListedColormap(plt.get_cmap(color, 256)([i/255 for i in range(256)][::-1])))\n", "    fig.colorbar(axim)\n", "    ax[i].set_title(color)\n", "    ax[i].grid()\n", "\n", "# Pyplot API\n", "# plt.figure(figsize=(10, 10))\n", "# for it, color in enumerate([\"Reds\", \"Greens\", \"Blues\"]):\n", "#     plt.subplot(2, 2, it+1)\n", "#     plt.imshow(img[:, :, it], cmap=ListedColormap(plt.get_cmap(color, 256)([i/255 for i in range(256)][::-1])))\n", "#     plt.grid()\n", "#     plt.title(c)\n", "#     plt.colorbar();"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Scatter <a id=\"part2sec2\"></a>\n", "See the [Scatter API](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.scatter.html) for more details (in particular the [colormaps](https://matplotlib.org/stable/tutorials/colors/colormaps.html))."]}, {"cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [{"data": {"text/plain": ["<matplotlib.collections.PathCollection at 0x7eb27a45e840>"]}, "execution_count": 44, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from numpy.random import randn\n", "from numpy import exp\n", "\n", "n = 100  # Number of points\n", "x = randn(n)\n", "y = randn(n)\n", "size = randn(n)\n", "color = randn(n)\n", "\n", "size = exp(size) * 100\n", "\n", "fig, ax = plt.subplots()\n", "ax.scatter(x, y, c=color, s=size, alpha=0.5, cmap='plasma')  # alpha tunes transparency\n", "\n", "# Pyplot API\n", "# plt.scatter(x, y, c=color, s=size, alpha=0.5)  # alpha tunes transparency"]}, {"cell_type": "markdown", "metadata": {}, "source": ["**Question**\n", "\n", "Let us consider the 200 points defined below by their two coordinates *x* and *y*.\n", "Each point is associated to a label (0 or 1), that indicates its membership.\n", "Scatter these points with one color for each group (0 or 1) and a transparency coefficient set to $0.5$."]}, {"cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": ["x = random.randn(200)\n", "y = random.randn(200)\n", "label = 2*x+y > 0"]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## Stem  <a id=\"part2sec3\"></a>\n", "See the [Stem API](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.stem.html) for more details."]}, {"cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [{"data": {"text/plain": ["<StemContainer object of 3 artists>"]}, "execution_count": 47, "metadata": {}, "output_type": "execute_result"}, {"data": {"image/png": 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FIyJ/xvATwJLiNIiJch1stFFXLnsn8hbORSMif8fwE8CUSgXmZia67DMnM5H3+yGv4lw0IvJ3DD8BLk0Xi7yZo6HpH+bQro1SI2/maM6tIK/jXDQi8nec8BwE0nSxSB6mRd6mEwCA/OyxuH6Elkd8yCc4F42I/B2P/ASJ9kGHX21BvsS5aETk7xh+iMijOBeNiPwdww8ReRznohGRP+OcHyKSBOeiEZG/4pEfIpIM56IRkT9i+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWfHKF5ueP38ea9euxWeffYbIyEhMnz4dTzzxBMLCwlwud8cdd+C7775zai8tLYVarbY/rq6uxtq1a/Hhhx8iNDQUU6ZMwdNPP43+/ft7/L0QERFRYJM8/BiNRsyfPx/Dhw9HQUEBqqursX79ejQ1NWHVqlVul586dSoWLFjg0NY+NLW0tGDhwoUAgBdffBFNTU34/e9/j2XLlmHbtm2efTNEREQU8CQPP2+++SYaGhrw8ssvQ6PRAACsViueffZZ5ObmYtCgQS6X/9nPfobU1NQunz98+DAqKytRVFSE+Ph4AIAgCMjJyUFpaSlSUlI89VaIiIgoCEg+5+fEiROYNGmSPfgAQFZWFkRRxMmTJz2yfp1OZw8+AJCeng6NRoPjx4/3ef1EREQUXCQ/8qPX63Hfffc5tAmCgIEDB0Kv17tdvrCwEPv370doaChuvPFGLF++HDqdzmH97YMPACgUCowYMaJb63clJKTn2VClUjr83cYq2hzW25t1uyL1+j2pqzGiq4JljKTcLjuOjdz3q84Ey3YkJY6Ro47bvKfHx1/2KcnDj8lkgiAITu3R0dEwGo0ul73jjjuQkpKCwYMHo6qqClu3bsXcuXPxl7/8BXFxcfb1R0VF9Wr9riiVCsTERPZ6eUGIcHjcZGm1/6zR9EO42rNDL/X6pdBxjMhZoI9RoG/3Uq7fKtrwpf4n1JqaoBXCkRw/ACqlwmPrby/QtyNv4Bhd0dU276nx8ZfPKr/+hFy5cqX95xtvvBHp6enIysrCjh07sHr1aklfWxRtMJku93g5lUoJQYiAydQIq1W0t1uarfafDYbLUIepPFKnt9bvSV2NEV0VLGMk5XapUikRpg6VbP2AdPV/fK4GbxwuR63ZYm/TRqnx66k63DQy1iOvAQTPdiQljpGjjtt8v4hQj46P1J9VghDRraNUkocfQRBgNpud2o1GI6Kjo3u0rtjYWKSlpeGLL75wWH99fX2n67/22mt7XnA7ra29/4e2WkWH5Tv+7Onf8KRevxQ6jhE5C/Qx8uZ2GSj7VUl5DTYfLHNqrzVbUHCgFHkzRyNN57kABAT+duQNHKMrOm7zbYHHU+PjL59Vkp9si4+Pd5p7Yzab8eOPPzrN1fHU+m02Gy5cuOCR9RMReYoo2rD3WKXLPvuOVUJsNy+CiDxP8vCTkZGBjz76CCaTyd5WXFwMpVKJ9PT0Hq2ruroaJSUlGDNmjMP6z507h2+++cbedurUKRgMBtx66619rp+IyFMqqgyoa3eqqzO1ZgsqqgzeKYhIpiQ/7TV79mzs2bMHeXl5yM3NRXV1NTZs2IDZs2c73ONn/vz5+P7773H06FEAwKFDh/D+++/j1ltvRWxsLKqqqrB9+3aoVCo89NBD9uWmTp2Kbdu2YfHixVi6dCkaGxuxYcMG3HbbbbzHDxH5FUOD6+DT035E1DuSh5/o6Gjs3r0bzz33HPLy8hAZGYlZs2YhPz/foZ8oirBar06EGjJkCGpqavD888/DbDYjKioKEydOxJIlS+xXegFAaGgoXnvtNaxduxZLly5FSEgIpkyZghUrVkj91oiIekQTqXbfqQf9iKh3vHK1V0JCAnbt2uWyz549exwep6amOrV1ZdCgQSgoKOhteUREXpEUp0FMlNrlqS9tlBpJcRrvFUUkQ7yrExGRlyiVCszNTHTZZ05mIpQBcLUmUSBj+CEi8qI0XSzyZo6Gpn+YQ7s2Si3JZe5E5Myvb3JIRBSM0nSxSB6mRd6mEwCA/OyxuH6Elkd8iLyER36IiHygfdBJitMw+BB5EcMPERERyQrDDxEREckKww8RERHJCsMPERERyQrDDxEREckKww8RERHJCsMPERERyQrDDxEREckKww8RERHJCsMPERERyQrDDxEREckKww8RERHJCsMPERERyQrDDxEREckKww8RERHJCsMPERERyQrDDxEREckKww8RERHJCsMPERERyQrDDxEREckKww8RERHJCsMPERERyQrDDxEREclKiK8LICIiou4TRRsqqgwwNFigiVQjKU4DpVLh67ICCsMPERFRgCgpr8HeY5WoM1vsbTFRaszNTESaLtaHlQUWr5z2On/+PB566CGkpqYiPT0dGzZsQHNzs8tlampqsGHDBkyfPh3jxo1DRkYGli1bhu+++86h35kzZ6DT6Zz+5OfnS/mWiIiIvKqkvAabD5Y5BB8AqDNbsPlgGUrKa3xUWeCR/MiP0WjE/PnzMXz4cBQUFKC6uhrr169HU1MTVq1a1eVyX3zxBY4ePYr77rsPY8eORV1dHbZs2YLs7GwcOnQIWq3Wof+6desQHx9vfxwTEyPZeyIiIvImUbRh77FKl332HavEuMSBPAXWDZKHnzfffBMNDQ14+eWXodFoAABWqxXPPvsscnNzMWjQoE6XS0tLwzvvvIOQkKsl3nDDDbjtttvwl7/8BQsWLHDon5iYiDFjxkj2PoiIiHylosrgdMSno1qzBRVVBowcxl/+3ZH8tNeJEycwadIke/ABgKysLIiiiJMnT3a5nCAIDsEHAK655hpotVrU1PDQHhERyYehwXXw6Wk/uZP8yI9er8d9993n0CYIAgYOHAi9Xt+jdV24cAE//fQTEhISnJ5btGgRDAYDBg4ciLvuuguPP/44wsPD+1R7SEjPs6FKpXT4u41VtDmstzfrdkXq9XtSV2NEVwXLGEm5XXYcm0Dbr7yxzwbLdiSlQBmjAUL3Ps8GCOF92pY6bpeeHh9/+aySPPyYTCYIguDUHh0dDaPR2O312Gw2rF27FrGxsbjrrrvs7VFRUVi4cCFuuukmqNVqnD59Gjt37oRer8e2bdt6XbdSqUBMTGSvlxeECIfHTZZW+88aTT+Eqz079FKvXwodx4icBfoYBfp2L+X6vbnPBvp25A3+PkYTovthQOGX+MnY1GWfn2kiMGHsEKj6MOenq+3SU+PjL59V/v8J+f8KCgpw+vRpvPbaa+jXr5+9PTk5GcnJyfbHkyZNQmxsLNasWYPS0lKkpKT06vVE0QaT6XKPl1OplBCECJhMjbBaRXu7pdlq/9lguAx1mKpXdXVF6vV7UldjRFcFyxhJuV2qVEqEqUMlWz8gbf3e2GeDZTuSUiCN0dwpSSg4UNrl83MyE2Ey9vxzq72O22W/iFCPjo/U270gRHTrKJXk4UcQBJjNZqd2o9GI6Ojobq1j//792Lx5M/793/8dkyZNcts/KysLa9asQVlZWa/DDwC0tvb+H9pqFR2W7/hzX5J5Z6RevxQ6jhE5C/Qx8uZ2GWj7lTfHJtC3I28IhDEa9/OfIW/maLxxtAKG+qu3i9FGqTEnMxHjfv6zPr+HjttlW+Dx1Pj4y2eV5OEnPj7eaW6P2WzGjz/+6HBpeleOHj2K1atXY8mSJZg1a5ZUZRIREfm9NF0skodpkbfpBAAgP3ssrh+h5eXtPST5TKOMjAx89NFHMJlM9rbi4mIolUqkp6e7XPbMmTNYunQpsrOzkZeX1+3X/Nvf/gYAvPSdiIiCTvugw6+26B3Jj/zMnj0be/bsQV5eHnJzc1FdXY0NGzZg9uzZDvf4mT9/Pr7//nscPXoUwJW7Qufl5WH48OGYPn06Pv/8c3tfrVaLoUOHAgCWL1+OYcOGITk52T7hedeuXcjMzGT4ISIiIieSh5/o6Gjs3r0bzz33HPLy8hAZGYlZs2Y5ff2EKIqwWq9OhDp79izMZjPMZjPmzJnj0HfmzJlYv349gCs3NywsLMTOnTvR0tKC6667Do888ggWLVok9VsjIiKiAOSVq70SEhKwa9cul3327Nnj8Pjee+/Fvffe63bdubm5yM3N7Ut5REREJCP+fVcnIiIiIg9j+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWQnxdQEUGETRhooqAwwNFmgi1UiK00CpVPi6LCIioh5j+CG3SsprsPdYJerMFntbTJQaczMTkaaL9WFlREREPcfTXuRSSXkNNh8scwg+AFBntmDzwTKUlNf4qDIiIqLeYfihLomiDXuPVbrss+9YJUTR5qWKiIiI+o7hh7pUUWVwOuLTUa3Zgooqg3cKIo8TRRvOXazD6S9/wLmLdQyyRCQLnPNDXTI0uA4+Pe1H/oVzuYhIrnjkh7qkiVR7tB/5D87lIiI5Y/ihLiXFaRAT5TrYaKOuXPZOgYNzuYhI7hh+qEtKpQJzMxNd9pmTmcj7/QQYzuUiIrlj+CGX0nSxyJs5Gpr+YQ7t2ig18maO5tyQAMS5XEQkd5zwTG6l6WKRPEyLvE0nAAD52WNx/Qgtj/gEKM7lIiK588qRn/Pnz+Ohhx5Camoq0tPTsWHDBjQ3N7tdzmazYfv27bjtttuQkpKC+++/H59//rlTv+rqaixevBjjxo3D+PHj8cwzz6C+vl6CdyJf7YMOv9oisHEuFxHJneThx2g0Yv78+WhpaUFBQQHy8/Oxf/9+rF+/3u2yr776Kl566SU8+OCD2LZtGwYOHIgFCxagqqrK3qelpQULFy7EN998gxdffBGrV6/Ghx9+iGXLlkn5togCFudyEZHcSX7a680330RDQwNefvllaDQaAIDVasWzzz6L3NxcDBo0qNPlLBYLtm3bhgULFuDBBx8EAKSlpeHOO+/Ejh07sHr1agDA4cOHUVlZiaKiIsTHxwMABEFATk4OSktLkZKSIvVbJAo4bXO53jhaAUP91aOw2ig15vA+P0QU5CQ/8nPixAlMmjTJHnwAICsrC6Io4uTJk10u9+mnn6K+vh5ZWVn2trCwMEyZMgUnTpxwWL9Op7MHHwBIT0+HRqPB8ePHPftmiIJImi4W/75wov1xfvZYbHj0Fww+RBT0JD/yo9frcd999zm0CYKAgQMHQq/Xu1wOgEOoAYCEhATs3r0bTU1NCA8Ph16vd+qjUCgwYsQIl+v3CZsNobZWiBYLRJvKo6sWm60IFVuu/Ozn6xetSlibVFfW0yp6qsSg4rUxarn67/rz2AigpRmefDUpt0vRqoRVaQuY7d6b67a/Bvc1twJxjLy6XapEj45P2/pbFL693kryVzeZTBAEwak9OjoaRqPR5XJhYWFQqx0nZgqCAJvNBqPRiPDwcJhMJkRFRfV4/d0REtLzA2MqldLh7zatVhG/+a4YQ5p+RFX+vj7V1ZW2WU6Bun7yjUDfbgJ5/dynqLcCebtcBqAqfCBUqtt79TnrCbzUvQtKpQIxMZG9Xl4QIhwe22w2jBoxAOavfuxraURERAEtecQAXDNIgELhmwsrJA8/giDAbDY7tRuNRkRHR7tcrrm5GRaLxeHoj8lkgkKhsC8rCEKnl7UbjUZce+21va5bFG0wmS73eDmVSglBiIDJ1Air1fEQ4ZB/fRq2blziH+xUSgWihAiYTY2wijZYmq14bOOV+Vkv598KdZhnD/8H4vrbj9HlplZJ6w9UHbcjctR+u3xl+W0IVXn2N2wp9ytv7rOvLL8NAwf09+h2JHX93iTVfqYIC4PB0PPPWHcEIcLpzEtnJA8/8fHxTnNvzGYzfvzxR6e5Oh2XA4ALFy5g5MiR9na9Xo/BgwcjPDzc3q+iosJhWZvNhgsXLiA9Pb1Ptbf24fym1Sp2vrwqtA8VBQdliBKq8HDYGq0QW0WIKiValFfGRVSFQlR5eN5GAK7fYYxaFJLWH6g6bkfkqP12iZAwiB6+dYGU+5U391mEhHl8O5K6fm+SbD+z2gD47pcWyU+2ZWRk4KOPPoLJZLK3FRcXQ6lUugwnN9xwA/r374933nnH3tbS0oIjR44gIyPDYf3nzp3DN998Y287deoUDAYDbr31Vs++GSIiIgp4koef2bNnIzIyEnl5efjwww/x1ltvYcOGDZg9e7bDPX7mz5+PKVOm2B+r1Wrk5uZi586d2L17N06dOoVly5bBYDAgJyfH3m/q1KlITEzE4sWL8f7776OoqAgrVqyw3xWaiIiIqD3JT3tFR0dj9+7deO6555CXl4fIyEjMmjUL+fn5Dv1EUYTVanVoe/jhh2Gz2bBz507U1tZi1KhR2LFjB+Li4ux9QkND8dprr2Ht2rVYunQpQkJCMGXKFKxYsULqt0ZEREQByCtXeyUkJGDXrl0u++zZs8epTaFQIDc3F7m5uS6XHTRoEAoKCvpSIhEREcmEby6wJyIiIvIRhh8iIiKSFYYfIiIikhWGHyIiIpIVhh8iIiKSFYYfIiIikhWGHyIiIpIVhh8iIiKSFYYfIiIikhWGHyIiIpIVhh8iIiKSFYYfIiIikhWGHyIiIpIVhh8iIiKSFYYfIqIgJIo2+8/ll+ocHhPJXYivCyAiIs8qKa/BG0cr7I9fePNzxESpMTczEWm6WB9WRuQfeOSHiCiIlJTXYPPBMhjqmx3a68wWbD5YhpLyGh9VRuQ/GH6IiIKEKNqw91ilyz77jlXyFBjJHsMPEVGQqKgyoM5scdmn1mxBRZXBOwUR+SmGHyKiIGFocB18etqPKFgx/BARBQlNpNqj/YiCFcMPEVGQSIrTICbKdbDRRqmRFKfxTkFEforhh4goSCiVCszNTHTZZ05mIpRKhZcqIvJPDD9EREEkTReLvJmjnY4AaaPUyJs5mvf5IQJvckhEFHTSdLEYlzgQ5783osWmQKjChoTB0TziQ/T/GH6IiIKQUqnAqOFaxMREoq6uAa2toq9LIvIbPO1FREREssLwQ0RERLLC8ENERESy4pXw89577+Gee+7BmDFjMHXqVLz11ltulyktLcXTTz+NKVOmYOzYsfjlL3+JF198EZcvX3boV1BQAJ1O5/Rn3759Ur0dIiIiCmCST3j+5JNP8Nhjj2HWrFlYsWIFTp8+jWeeeQaRkZG48847u1zunXfewcWLF7Fw4UIMHz4cX3/9NV566SWcPXsWr7/+ukPf8PBw7N6926EtLi5OkvdDREREgU3y8LNlyxakpKRgzZo1AICJEyeiqqoKL730ksvw8/DDD0Or1dofT5gwAYIgYPny5SgrK8Po0aPtzymVSqSmpkr2HoiIiCh4SHraq7m5GWfOnHEKOdOmTcP58+fx7bffdrls++DTJjk5GQBQU1Pj2UKJiIhINiQNP5cuXUJLSwvi4+Md2hMSEgAAer2+R+srKSkBAKf1NTU1YeLEiUhOTsa0adOwf//+PlRNREREwUzS015GoxEAIAiCQ3vb47bnu6O2thYFBQWYPHkyhg8fbm8fOnQoli9fjuTkZFgsFhQWFuJ3v/sdzGYzcnJy+lR/SEjPs6FKpXT4m5x1HCOraLM/FxKi7NW4uxKI628/Ru3XJ0X9gYr7mntSjpGU+5U391ml6spdrz05RlLX703Bup/1OPyYzeZunXby5ITjlpYWLF26FACwevVqh+emT5/u8Pi2225DS0sLtmzZgnnz5iE0NLRXr6lUKhATE9mrZQFAECJ6vaxctI1Rk6XV3qbR9EO42rOZPJDXLwgRCFNf3YalqD/QcV9zT4oxknK79+Y+K0RdGRtPjpHU9ftCsO1nPf4XKS4uxsqVK932KyoqQnR0NIArgak9k8kEAPbnXbHZbFixYgVKS0uxd+9exMa6/1K+rKwsHD58GJcuXbKfYuspUbTBZLrsvmMHKpUSghABk6kRVitvJ9+ZjmNkabbanzMYLkMdpvLo6wXi+tuP0eXGFo+vPxhwX3NPyjGScr/y5j5rMjciXB3l0TGSun5vCrT9TBAiunWUqsfhJzs7G9nZ2d3q29zcjNDQUOj1etxyyy329ra5Ph3n7nTm97//Pd555x28+uqrGDlyZE/L7ZO+fBeO1Sryu3TcaBuj9uPU2ipC5eEvXwzk9XfcjqSoP9BxX3NPijGScrv05j4rWq+covLkGAXjPhts+5mkJ/HCwsIwYcIEHD582KG9qKgICQkJGDJkiMvlt2/fjl27dmH9+vWYNGlSt1+3qKgIgiBg6NChvaqbiIiIgpfkJyIfffRRzJs3D6tXr0ZWVhbOnDmDQ4cOYePGjQ79kpOTMWPGDDz//PMAgMLCQrz44ou45557MGTIEHz++ef2vkOHDrVfCn/vvfdixowZiI+PR1NTEwoLC3HkyBGsWLGi1/N9iIiIKHhJHn5uvPFGFBQUYNOmTThw4AAGDx6MtWvXIisry6Gf1WqFKF49pHby5EkAwF//+lf89a9/dei7bt063HvvvQCuBKFdu3bhn//8JxQKBZKSkvCHP/wB99xzj8TvjIiIiAKRV6agT548GZMnT3bZp7y83OHx+vXrsX79erfr3rRpU19KIyIiIpkJrgv3iYiIiNxg+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiLyIFG02X+uqDI4PCb/4JU7PBMREclBSXkN3jhaYX+88c9nEROlxtzMRKTpYn1YGbXHIz9EREQeUFJeg80Hy2Cob3ZorzNbsPlgGUrKa3xUGXXE8ENERNRHomjD3mOVLvvsO1bJU2B+guGHiIiojyqqDKgzW1z2qTVbUFFl8E5B5BLDDxERUR8ZGlwHn572I2kx/BAREfWRJlLt0X4kLYYfIiKiPkqK0yAmynWw0UapkRSn8U5B5BLDDxERUR8plQrMzUx02WdOZiKUSoWXKiJXGH6IiIg8IE0Xi7yZo52OAGmj1MibOZr3+fEjvMkhERGRh6TpYjEucSAqqgwwNFigibxyqotHfPwLww8REZEHKZUKjBwW4+syyAWe9iIiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZYfghIiIiWWH4ISIiIllh+CEiIiJZ8Ur4ee+993DPPfdgzJgxmDp1Kt566y23y3z77bfQ6XROf371q1859f30009x//33IyUlBbfffju2b98Om80mxVshIiKiACf5d3t98skneOyxxzBr1iysWLECp0+fxjPPPIPIyEjceeedbpdfunQpJkyYYH8cGRnp8PzFixeRk5OD9PR0PPHEEygvL8cLL7wAlUqFnJwcj78fIiIiCmySh58tW7YgJSUFa9asAQBMnDgRVVVVeOmll7oVfoYNG4bU1NQun9+xYwdiYmLwxz/+EWFhYZg0aRJqa2uxdetWPPDAAwgLC/PUWyEiIqIgIOlpr+bmZpw5c8Yp5EybNg3nz5/Ht99+2+fXOHHiBCZPnuwQcqZNmwaTyYTPPvusz+snIiKi4CLpkZ9Lly6hpaUF8fHxDu0JCQkAAL1ejyFDhrhcx+rVq5Gfnw+NRoPJkydj+fLl0Gg0AIDLly/jH//4h9P64+PjoVAooNfrHU6Z9VRISM+zoUqldPibnHUcI6t4dX5WSIiyV+PuSiCuv/0YtV+fFPUHKu5r7kk5RlLuV97cZ5UqBQBuR10J1v1M0vBjNBoBAIIgOLS3PW57vjNhYWGYM2cObr75ZgiCgLNnz2Lr1q0oKyvDn//8Z4SGhsJsNne6/rCwMERERLhcvztKpQIxMZHuO3ZBECJ6vaxctI1Rk6XV3qbR9EO42rObZSCvXxAiEKYOlWz9wYD7mntSjJGU270391kh6srYcDtyLdjGp8dblNlsRk1Njdt+cXFxvSqoTWxsLFavXm1/PH78eCQmJiI3NxdHjx7FtGnT+rR+d0TRBpPpco+XU6mUEIQImEyNsFpFCSoLfB3HyNJstT9nMFyGOkzl0dcLxPW3H6PLjS0eX38w4L7mnpRjJOV+5c191mRuRLg6ittRFwJtPxOEiG4dpepx+CkuLsbKlSvd9isqKkJ0dDQA2I/QtDGZTABgf767br31VvTr1w9ffPEFpk2bhqioqE7X39zcjMbGxh6vv6PW1t7/Q1utYp+Wl4O2MWo/Tq2tIlRKhUdfJ5DX33E7kqL+QMd9zT0pxkjK7dKb+6xovXIKjNuRa8E2Pj0OP9nZ2cjOzu5W3+bmZoSGhkKv1+OWW26xt+v1egBwmqvTU/369cO1115rX1+bCxcuwGaz9Xn95B1iu/PvFVUGXD9CCyU/4ImISCKSzmAKCwvDhAkTcPjwYYf2oqIiJCQkuJ3s3NH777+Py5cvY8yYMfa2jIwMvPvuu2hpuXpqoKioCIIgYNy4cX17AyS5kvIaPPPaafvjjX8+i99u+Qgl5e5PrRIREfWG5DMnH330UcybNw+rV69GVlYWzpw5g0OHDmHjxo0O/ZKTkzFjxgw8//zzAID169dDoVAgNTUVgiCgtLQU27Ztw+jRo5GZmWlfLicnB4WFhVi2bBnmzJmDiooK7NixA/n5+bzHj5/7+FwNNh8sc2qvM1uw+WAZ8maORpou1geVERFRMJM8/Nx4440oKCjApk2bcODAAQwePBhr165FVlaWQz+r1QpRvHo+MSEhAfv27cP+/fvR1NSEQYMGYdasWViyZAlCQq6WPWzYMOzYsQPr16/HokWLoNVqsWTJEixYsEDqt0Z9YBVteONwucs++45VYlziQJ4CIyIij/LKNbOTJ0/G5MmTXfYpL3f8IOzJ3KIbbrgB+/fv73V95H1f6n9Crdnisk+t2YKKKgNGDovxUlX+iXOiiIg8izcMIZ+oNTV1q5+hwXVACnYfn6vBnuJz9scb/3wWMVFqzM1M5ClBIqJeCq5bNlLA0Arh3eqniVRLXIn/+qj0exQcKIWhvtmhvW1OFCeFExH1DsMP+URy/ABoo1wHG22UGklxGu8U5GdE0Ybtf/m7yz77jlU6nBIjIqLuYfghn1ApFfj1VJ3LPnMyE2U7t6X8Uh1+Mro+Ndg2J4qIiHqG4Yd85qaRscibORoxHY4AaaPUsr/MveOpri77yXxOFBFRb3DCM/lUmi4W4xIHoqLKAEODBZrIK6e65HrEp42mf/fuUSXnOVFERL3F8EM+p1QqZH85e0e6oTEYEB3u8tSXnOdEERH1BU97EfkhpVKBRTPGuOwj5zlRRER9wfBD5Kd+kTIYi2elcE4UEZGH8bQXkR+7aWQsxsYP4JwoIiIPYvgh8nOcE0VE5Fk87UVERESywvBDREREssLwQ0RERLLC8ENERESywvBDREREssLwQ0RERLLC8ENERESywvBDREREssLwQ0RERLLC8ENERESywvBDREREssLwQ0RERLLC8ENERESywvBDREQ9Joo2+88VVQaHx0T+LsTXBRARUWApKa/BG0cr7I83/vksYqLUmJuZiDRdrA8rI+oeHvkhIqJuKymvweaDZTDUNzu015kt2HywDCXlNT6qjKj7GH6IiKhbRNGGvccqXfbZd6ySp8DI7zH8EBFRt1RUGVBntrjsU2u2oKLK4J2CiHrJK+Hnvffewz333IMxY8Zg6tSpeOutt9wuU1BQAJ1O1+mfVatWue23b98+Kd8SEZHsGBpcB5+e9iPyFcknPH/yySd47LHHMGvWLKxYsQKnT5/GM888g8jISNx5551dLpednY1bbrnFoe3jjz/GCy+8gIyMDIf28PBw7N6926EtLi7Oc2+CiIigiVR7tB+Rr0gefrZs2YKUlBSsWbMGADBx4kRUVVXhpZdechl+rrnmGlxzzTUObW+++Saio6Odwo9SqURqaqrHaycioquS4jSIiVK7PPWljVIjKU7jvaKIekHS017Nzc04c+aMU8iZNm0azp8/j2+//bbb67JYLDh69CimTp2KsLAwT5dKRERuKJUKzM1MdNlnTmYilEqFlyoi6h1Jj/xcunQJLS0tiI+Pd2hPSEgAAOj1egwZMqRb63r//fdRX1+Pu+++2+m5pqYmTJw4ESaTCcOHD8eDDz6IX/3qV32uPySk59lQpVI6/E3OvD1G1nZXnoSEKHv17+rt9XM7co9j5J4UYzTh+mugVCnxxuFy1LY7AqQV1Pj1L3W4aWTf7/PjzX1WqboS1LgddS5Y9zNJw4/RaAQACILg0N72uO357jh06BAGDRqEm266yaF96NChWL58OZKTk2GxWFBYWIjf/e53MJvNyMnJ6XXtSqUCMTGRvV5eECJ6vaxceGuMmiyt9p81mn4IV3t2s5dy/dyO3OMYuefpMfrlpBGYPGE4vtT/hFpTE7RCOJLjB0DloSM+3txnhagrY8PtyLVgG58eb1Fmsxk1Ne5vYuXJCccmkwnHjx/Hb37zGyiVjulz+vTpDo9vu+02tLS0YMuWLZg3bx5CQ0N79ZqiaIPJdLnHy6lUSghCBEymRlitYq9eO9h5e4wszVb7zwbDZajDVH6/fm5H7nGM3JN6jIYMiMCQAVc+FE3Gnv9/2RVv7rMmcyPC1VHcjroQaPuZIER06yhVj8NPcXExVq5c6bZfUVERoqOjAVwJTO2ZTCYAsD/vzuHDh9Hc3Ix/+Zd/6Vb/rKwsHD58GJcuXbKfYuuN1tbe/0NbrWKflpcDb41R+9dobRU99tupN9bP7cg9jpF7gTZG3txnReuVU2CBNkbeFmzj0+Pwk52djezs7G71bW5uRmhoKPR6vcNl63q9HgCc5gJ15dChQ4iPj0dycnJPyyUiIiJyIOkMprCwMEyYMAGHDx92aC8qKkJCQkK3JjvX1NTgf//3fzud6NyVoqIiCIKAoUOH9rhmIiIiCm6S3+fn0Ucfxbx587B69WpkZWXhzJkzOHToEDZu3OjQLzk5GTNmzMDzzz/v0F5UVARRFLs85XXvvfdixowZiI+PR1NTEwoLC3HkyBGsWLGi1/N9iIiIKHhJHn5uvPFGFBQUYNOmTThw4AAGDx6MtWvXIisry6Gf1WqFKDqfTywsLERKSkqXR3GGDh2KXbt24Z///CcUCgWSkpLwhz/8Affcc48k74eIiIgCm+ThBwAmT56MyZMnu+xTXl7eabu77wHbtGlTb8siIiIiGQquuxYRERERucHwQ0RERLLC8ENERESywvBDREREssLwQ0RERLLC8ENERLIitvtW9/JLdQ7f8k7ywPBDRESyUVJeg2deO21//MKbnyNn7RF8fM79F3ZT8GD4ISIiWSgpr8Hmg2Uw1Dc7tP9kbELBgVKUlDMAyQXDDxERBT1RtGHvsUqXffYdq3Q4JUbBi+GHiIiCXkWVAXVmi8s+tWYLKqoM3imIfIrhh4iIgp6hwXXw6Wk/CmwMP0REFPQ0kWqP9qPAxvBDRERBLylOg5go18FGG6VGUpzGOwWRTzH8EBFR0FMqFZibmeiyz5zMRCiVCi9VRL7E8ENERLKQpotF3szRTkeAfqaJwOJZKUjTxfqoMvK2EF8XQERE5C1puliMSxyIiioDDA0WDBDCMWHsEJiMl9HaKvq6PPIShh8iIpIVpVKBkcNiAAAhIUqoeKpLdnjai4iIiGSF4YeIiIhkheGHiIiIZIXhh4Je++/qqagy8Lt7iIhkjhOeKaiVlNfgjaMV9scb/3wWMVFqzM1M9NhlrR3D1fUjtLxXCBGRH+ORHwpaJeU12HywDIb6Zof2OrMFmw+WoaS8xiOv8cxrp+2PN/75LH675SOPrJuIiKTB8ENBSRRt2Hus0mWffccq+3QKzBvhioiIPI/hh4JSRZUBdWbX385ca7agosrQq/V7I1wREZE0GH4oKBkaXAefnvbrSOpwRURE0mH4oaCkiXT97c097deR1OGKiIikw/BDQSkpTuP05YUdaaPUSIrT9Gr9UocrIiKSDsMPBSWlUoG5mYku+8zJTOz1JelShysiOeO9uUhqkoefkydPYtmyZcjMzIROp8OaNWu6vazZbMaKFSswfvx4jBs3DkuWLEFNjfMVNJ9++inuv/9+pKSk4Pbbb8f27dths3Fnkbs0XSzyZo52CinaKDXyZo7u031+pA5XRHLF20eQN0h+k8MPPvgA586dw0033QSj0dijZZ944gl8/fXXWL16NdRqNTZt2oSHH34Yb731FkJCrpR+8eJF5OTkID09HU888QTKy8vxwgsvQKVSIScnR4q3RAEkTReLcYkDUVFlgKHBAk3klaMxngglbeFq77FKh8nP2ig15njwJopEctF2+4iO2m4f0ddfWojaSB5+/vVf/xVPPfUUAODMmTPdXu6zzz7Dhx9+iB07duDmm28GAIwYMQLTpk3DkSNHMG3aNADAjh07EBMTgz/+8Y8ICwvDpEmTUFtbi61bt+KBBx5AWFiY598UBRSlUoGRw2IkWbeU4YpITrp7+4hxiQO5f1GfSX7aS6ns3UucOHECgiAgPT3d3hYfH49Ro0bhxIkTDv0mT57sEHKmTZsGk8mEzz77rPeFE3VTW7iamHwNRg6L4X/MRL3A20eQN/ntd3vp9XqMGDECCoXjB0l8fDz0ej0A4PLly/jHP/6B+Ph4pz4KhQJ6vR4TJkzodQ0hIT0PbiqV0uFvcsYxco9j5B7HyL1AGiNzY0u3+/Xm/+auBNIY+UKwjo/fhh+TyYSoqCin9ujoaJSVXTknbDabAQCCIDj0CQsLQ0RERI/nGLWnVCoQExPZ6+UFIaLXy8oFx8g9jpF7HCP3AmGM4q6N7na/vvzf3JVAGCNfCrbx6XH4MZvNnV5x1VFcXFxAz7cRRRtMpss9Xk6lUkIQImAyNcJqFSWoLPBxjNzjGLnHMXIvkMZocEw4tFFq1Lo49aUV1BgcE466ugaPvW4gjZEvBNr4CEJEt45S9Tj8FBcXY+XKlW77FRUVISEhoaertxMEAT/88INTu9FoRHT0ld8Q2o4MtR0BatPc3IzGxkZ7v95qbe39P7TVKvZpeTngGLnHMXKPY+ReoIzRnMzETq/2sj8/ORGiaJPkvj+BMka+Emzj0+Pwk52djezsbClqcRAfH49Tp07BZrM5zPu5cOECkpKSAAD9+vXDtddea58D1L6PzWZzmgtERET+i7ePIG/x2zk/GRkZeOWVV3Dq1Cn84he/AHAl1Hz55ZdYuHChQ793330Xv/3tbxEaGgrgylEnQRAwbtw4n9RORES9w9tHkDdIHn6+++47/P3vfwcANDY24tKlSyguLgYA3HnnnfZ+ycnJmDFjBp5//nkAwLhx43DzzTdjxYoVePLJJ6FWq7Fx40bodDr88pe/tC+Xk5ODwsJCLFu2DHPmzEFFRQV27NiB/Pz8gJ5zREQkV1Lem4sI8EL4OXPmDJ5++mn74w8++AAffPABAKC8vNzebrVaIYqO5xM3bdqEdevWYdWqVWhtbcXNN9+MlStX2u/uDADDhg3Djh07sH79eixatAharRZLlizBggULJH5nREREFIgUNn4JVqesVhG1tT2/oiAkRImYmEjU1TUE1eQwT+IYuccxco9j5B7HyD2OkWuBNj5abWS3rvYKrrsWEREREbnB8ENERESywvBDREREssLwQ0RERLLC8ENERESywvBDREREssLwQ0RERLLC+/x0wWbr/ZfnqVTKgPj2W1/iGLnHMXKPY+Qex8g9jpFrgTQ+SqXC4ftAu8LwQ0RERLLC015EREQkKww/REREJCsMP0RERCQrDD9EREQkKww/REREJCsMP0RERCQrDD9EREQkKww/REREJCsMP0RERCQrDD9EREQkKww/REREJCsMP0RERCQrDD9EREQkKww/HnL+/Hk89NBDSE1NRXp6OjZs2IDm5mZfl+VXLl68iFWrVmH69OlITk7G3Xff7euS/Mo777yDRx99FBkZGUhNTcX06dNx4MAB2Gw2X5fmN44fP47f/OY3mDhxIkaPHo3Jkydj3bp1MJvNvi7NbzU0NCAjIwM6nQ5///vffV2OX3j77beh0+mc/rzwwgu+Ls3vHDx4EDNmzMCYMWMwYcIELFy4EE1NTb4uq89CfF1AMDAajZg/fz6GDx+OgoICVFdXY/369WhqasKqVat8XZ7fqKysxPHjxzF27FiIosgP9Q527dqF6667Dk899RRiYmLw0Ucf4Xe/+x1++OEHPPbYY74uzy8YDAakpKTggQcegEajQWVlJQoKClBZWYmdO3f6ujy/9Morr8Bqtfq6DL/02muvISoqyv540KBBPqzG/2zZsgWvvvoqHnnkEaSmpqKurg6nTp0Kju3JRn22detWW2pqqq2urs7e9uabb9pGjRpl++GHH3xXmJ+xWq32n5988knbXXfd5cNq/M9PP/3k1LZy5UrbDTfc4DB25OhPf/qTLSkpiftaJ77++mtbamqqbd++fbakpCRbaWmpr0vyC2+99ZYtKSmp032Orjh//rwtOTnZ9j//8z++LkUSPO3lASdOnMCkSZOg0WjsbVlZWRBFESdPnvRdYX5GqeTm5opWq3VqGzVqFOrr63H58mUfVBQY2va7lpYW3xbih9auXYvZs2djxIgRvi6FAszbb7+NIUOG4NZbb/V1KZLgp5EH6PV6xMfHO7QJgoCBAwdCr9f7qCoKBiUlJRg0aBD69+/v61L8itVqhcViwRdffIHNmzfjjjvuwJAhQ3xdll8pLi5GRUUF8vLyfF2K37r77rsxatQoTJ48Gdu2bQuO0zkecvbsWSQlJeGVV17BpEmTMHr0aMyePRtnz571dWkewTk/HmAymSAIglN7dHQ0jEajDyqiYPDJJ5+gqKgITz75pK9L8Tu33347qqurAQC33HILXnzxRR9X5F8aGxuxfv165OfnMzh3YuDAgVi8eDHGjh0LhUKB9957D5s2bUJ1dTXnaf6/H3/8EWVlZaioqMC//du/ISIiAlu3bsWCBQtw5MgRDBgwwNcl9gnDD5Ef+uGHH5Cfn48JEyZg3rx5vi7H72zfvh2NjY34+uuvsWXLFjzyyCP4z//8T6hUKl+X5he2bNmCAQMG4L777vN1KX7plltuwS233GJ/fPPNN0OtVmP37t145JFHEBsb68Pq/IPNZsPly5fxH//xHxg5ciQAYOzYsbjjjjvwX//1X3j88cd9XGHf8LSXBwiC0OmltkajEdHR0T6oiAKZyWTCww8/DI1Gg4KCAs6V6sTIkSMxbtw4ZGdn45VXXsGZM2dw9OhRX5flF7777jvs3LkTS5Ysgdlshslkss8Zu3z5MhoaGnxcoX/KysqC1WrFV1995etS/IIgCNBoNPbgA1yZX5ecnIyvv/7ah5V5Bo/8eEB8fLzT3B6z2Ywff/zRaS4QkStNTU3Izc2F2WzGn/70J4fLcKlzOp0OoaGhuHTpkq9L8QvffvstWlpasGjRIqfn5s2bh7Fjx2L//v0+qIwCyc9//vMu9ymLxeLlajyP4ccDMjIysHXrVoe5P8XFxVAqlUhPT/dxdRQoWltb8cQTT0Cv1+ONN97gPUe66ezZs2hpaeGE5/83atQovP766w5tX331FdatW4dnn30WY8aM8VFl/q2oqAgqlQrJycm+LsUv3H777Xj77bfx1VdfYdSoUQCAuro6fPHFF3jwwQd9W5wHMPx4wOzZs7Fnzx7k5eUhNzcX1dXV2LBhA2bPns0PsHYaGxtx/PhxAFcOzdfX16O4uBgAMH78+E4v9ZaTZ599Fu+//z6eeuop1NfX4/PPP7c/l5ycjLCwMN8V5ycee+wxjB49GjqdDuHh4Th37hx27NgBnU6HzMxMX5fnFwRBwIQJEzp97vrrr8f111/v5Yr8T05ODiZMmACdTgcAePfdd7F//37MmzcPAwcO9HF1/iEzMxNjxozBkiVLkJ+fD7Vaje3btyMsLAxz5871dXl9prDZeJtdTzh//jyee+45fPbZZ4iMjMT06dORn5/PD6x2vv32W0yePLnT515//fUu/8OWizvuuAPfffddp8+9++67PLKBKxOdi4qKcOnSJdhsNlx33XWYMmUKcnJyeFWTC2fOnMG8efNw4MABHvnBlfsfffDBB/jhhx8giiKGDx+O7OxsPPDAA1AoFL4uz2/U1tZi3bp1eP/999HS0oIbb7wRTz/9NH7+85/7urQ+Y/ghIiIiWeFlJERERCQrDD9EREQkKww/REREJCsMP0RERCQrDD9EREQkKww/REREJCsMP0RERCQrDD9EREQkKww/REREJCsMP0RERCQrDD9EREQkK/8HmTEWTCONsJMAAAAASUVORK5CYII=", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["x = linspace(0.1, 2*pi, 20)\n", "\n", "fig, ax = plt.subplots()\n", "ax.stem(x, cos(2*x))\n", "\n", "# Pyplot API\n", "# plt.stem(x, cos(2*x))\n", "# plt.grid()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Histogram <a id=\"part2sec4\"></a>\n", "See the [Hist API](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.hist.html) for more details."]}, {"cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1000x500 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["n = 5000  # Number of points\n", "mu = 100  # Mean of distribution\n", "sigma = 15  # Standard deviation of distribution\n", "sample = mu + sigma * randn(n)\n", "\n", "fig, ax = plt.subplots(figsize=(10, 5))\n", "ax.hist(sample, bins='auto', density=True)\n", "ax.set_xlabel('Smarts')\n", "ax.set_ylabel('Probability')\n", "ax.set_title(rf'Histogram of intelligence quotients: $\\mu={mu}$, $\\sigma={sigma}$');\n", "\n", "# Pyplot API\n", "# plt.figure(figsize=(10, 5))\n", "# plt.hist(sample, bins='auto', density=True)\n", "# plt.xlabel('Smarts')\n", "# plt.ylabel('Probability')\n", "# plt.set_title(f'Histogram of intelligence quotients: $\\mu={mu}$, $\\sigma={sigma}$');"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Bar chart <a id=\"part2sec5\"></a>\n", "See the [Bar API](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.bar.html) for more details."]}, {"cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [], "source": ["# Some random data\n", "names = ['cars', 'houses', 'pets']\n", "means = random.rand(len(names)) * 10\n", "std = random.rand(len(names))"]}, {"cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from numpy import arange\n", "\n", "index = arange(len(names))  # Bar positions\n", "\n", "fig, ax = plt.subplots()\n", "ax.bar(index, means, width=0.9, edgecolor=\"blue\", alpha=0.2, yerr=std)\n", "ax.set_xticks(index)\n", "ax.set_xticklabels(names, fontsize=14)\n", "\n", "# Set nice axes\n", "ax.spines['right'].set_color('none')  # Erase right axis\n", "ax.spines['top'].set_color('none')  # Erase upper axis"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## 3D plotting <a id=\"part2sec6\"></a>\n", "See the [mplot3d tutorial](https://matplotlib.org/stable/tutorials/toolkits/mplot3d.html)\n", "and the [mplot3d API](https://matplotlib.org/stable/api/toolkits/mplot3d.html) for more details."]}, {"cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 1000x800 with 2 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["from numpy import meshgrid\n", "\n", "# Polynomial\n", "x = arange(-5, 5, 0.25)\n", "y = arange(-5, 5, 0.25)\n", "X, Y = meshgrid(x, y)\n", "Z = X + Y**2\n", "\n", "# Initialize 3D plot\n", "fig = plt.figure(figsize=(10, 8))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "# Plot\n", "surf = ax.plot_surface(X, Y, Z, rstride=1, cstride=1, cmap='coolwarm', linewidth=0)\n", "\n", "# Colorbar\n", "fig.colorbar(surf);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Pie chart <a id=\"part2sec7\"></a>\n", "See the [pie API](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.pie.html)\n", "and [color names](http://matplotlib.org/examples/color/named_colors.html) for more details."]}, {"cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 640x480 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# The slices will be ordered and plotted counter-clockwise.\n", "labels = 'Frogs', 'Hogs', 'Dogs', 'Logs'\n", "sizes = [15, 30, 45, 10]\n", "explode = 0, 0.1, 0, 0  # only \"explode\" the 2nd slice (i.e. 'Hogs')\n", "\n", "fig, ax = plt.subplots()\n", "ax.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%', shadow=True, startangle=90);"]}, {"cell_type": "markdown", "metadata": {}, "source": ["# Saving figures <a id=\"part3\"></a>\n"]}, {"cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [{"data": {"image/png": 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RkJvHdaxqbmL6eF9mDW+X60cEg1ucEobNdpkZRAzmKAxvKlEIRvaKbaWCL7PpfS2bCo434JuJZFWTZQkA4Jln7mzBqmZ/eJq+FC5C89Hf1Ou+fG9p9sNsQURRGN4gohCM7A3bTQVfpkkNr/cAVksF37An30o83Y0101Y1RZHj6KiN09PzaFXzFDO5nrdzH7hqbl3vnW3dRBeF4dNKFIKRnbMpb8DrsIn9XjcVvI1j2uV+Iuvl4qJ/I6xqti2I9o1dfT59U098wlApjcnc5CgMD4koBCM7pfEGZH66BMl+dQVHnibmPWNvglXNTfsITexj9uOFh4ShtVVd16wAKCilEIXhYRCFYGRnbGpM3HKsJzW87q7geP+MLMPVjmQzrjGcWNWUM8JwXwTHZW7qZ2DfX7csDC3c9wyq/0RhuM9EIRjZOk0qGNgXEbie41g1FTyfeMOMrIbrSHaCDzhEq5r9ioxtj8N63T5hCERhuO9EIRjZKloD3W6BwWCI0Wj/itmXvR/leYqiyOr03HpSwdt6ALg0djKODh3Kg+cms8pbdB2rmumu5F1xUzXCob/uKAwPhygEI1th2hswScxOHyzrZDoVfHExGD9c17f9tW7u0rYJnU4BrRWqqroUGXLTLUaj0d5EbSPTrO9NkaxqWq0cnU5rxgD7JljV7APOwuXp+fBdRxhOOpLVpXUjmyAKwcjGuewN6G4A+/fBvu5xTaeCT097qKr9i3D6aI6dGXjy5AL9fg9E05GhDO12axwZGgyGUQDsDZv97Exb1QDuWnGNJ7uyqjmsFOn6eLqE4GUkYWiMQqdT4PHj03EDShSGmyMKwchG8XkD7uvneNHjKooMeZ5iOCxxcdE7qKjZbEdzD9a6g78aGdLjOrJZATAap5H3Rfwe0vk/NMqyQllWO7Oq2dd7xaa5aa97WhhqbZDnWS0ELQBbf8abiKGempl8w07UBohCMLIRJG/AyQf68JhOp15c9McF+Jtg3ZHT63Y0V1WFiwu/ADg6ooO3JDlEdv3c25VVzdMcHZvH05Yavg7T17iLBM5GDJ0wbH5J1RHDKAyXJQrByNoJewPyzh9m8wgJryTRaLVcIf3p6cVWDHrXdZ6kjmalFtuJTwBkWYo8z0BEKMtyKjIUG09uApu2qrnJD/ab+vGZeChe/dnVVHIFoDG3bsRgFIbXIQrByFpZxBtwn29uvnvGJBU8wsVFf69fw2WyLEVRyObWy0QfGgFwdnYxY0mSZfvXefq0sa/X3yatavb1NW8KJ2Bu2IuuWeR+dFkYAlxfI1EYXpcoBCNr4XregPs5F3becStFaLe3kwpe5HiuAxHQahVIU4Neb7CyubXErCXJed156hoM5nWeDgbDOAv3BrBeq5qbJYp2OXJz91z/i+n1hWGck9wQhWBkZZpUMLDYjWufb27T94QkMWi18q2mgq8ez3I3Ka0V2u0CRITT04utiy7XeTpAr+caT1znaYosS9But2YaT1y68HBn4e6GPf4QCSxjVXNzH9Q3u0Zw1dceheHiRCEYWZppb8Drfmb387M2qRHcj1TwcjvNsgRFkaGqLM7OLsZdwbvEdZ72cHHh6guTxCDL0pkGg7KsptKFo7047n3kaXpQLWJV0wiCPM9uVCT5KXqbr41LDa9/m/V/1X9HYdgQhWBkKS57A16H/fURdDffbre1k1TwOmi3c6Rpgn5/OI7G7SNN4wkwqSNr/rRa+fh3mjTyosbWNzuddvjMs6pptXIUhYsWdrttVJWdihg+vZHkm901vPnXvpgwbMTg0y0MoxCMXBufN+B12MfPEpHrhLV2d6ngaa5zH1RKodPJoZTC2VnvoIyfr1NH5je2vpkPzKed0ahEvz9EUeR44YUHMxZGm7Sq2RduqA7ciQieFobNvpkZRAzmp1sYRiEYWZhVUsHT7OPNrSgyaK1RVRZPnpzv+nCuRZq6qElz7IeeUl3c2Hoy2WLCzei03MfP0DbYtFXNPnGzI4K79Y28LO6aQ2G29fvydAnDKAQjC7FKKvgq+9M1PN0VXFUVynL/oglSurPVypBlKQaD0Tid9rQRMrZuJlsAkzqypykqdNOZ3CpmPwSyVU16xarGlRgsZlWzD0xf1zeNTdQIrsJVD0PUf9v6/jwRhq1WAaUUer3DycpEIRgJsog34CGSJAbtdj5OBRdFtmcp6+aEX41yTQvY8/MehsPDuemsyjxj61YrR55nU40n0dj66eGqufA8LlsYrWZVsx/c1Mt236OhPnNrZjue4R6FYOSpQBoTtwrMi0+z2BRNJG04HOH8vD8+rn3CdzyXBeyuaxl3TWMxkucZXnzxYd2RHI2tnxaW/XK2jFXNPtXW3nRD6UOKhk4Lw0M7diAKwYiH63oDXo/d3dxmI2n9S6Jgf1LW00wL8Wlbm0bARib4ja2TcefpoRtbu0v0ZgqEVVjEqqbxtmz+7Pra2Lcvp9ti3yOCEvuW1l6EKAQjM6yrIUSisWnZNoccSSMidDq7mXByyMw3tm4e/odqbL1/X1Y2y2ZEwTyrmsu1p7u0qjlkMbQqh2wDdYjvWxSCkTHrbQiR2L6P4CJNFbsSqCGM0SiKDAA2JmD38XVvgnkP/8vG1lVVjUXhvhpbH9hzZiW2dW3Oqz2dZ1UzXXu6yRTgTflMzuMQxRQwSREf2rFHIRgBsB5vwEXZpuBSSqHdzj2p4CtHVlsA7AfNzaTVylGWFc7PezdKAGyDq8bWZqaOrPmd6xpbR9bLLh6sklVNc21s1qrmMMXQejjM1z4Rgjs+kGsSheANZxup4F3R+OtZa/HkycVBFfAS0fhhMxiMtjAl5OYWpjdctiNRisYP/sWNrSPrZh/qdhexqmHmekziEIPBaGWrmkNOj67Krn0EV+XQjj0KwRvM9lLBszi39s3e3FutHFmWXMtfb18+u8ZotNv5+N+xy3U3WMtzu06zzG9svevmgqeVfflsNshWNRna7dbK3eo3vWt4397zRWjcMKIQjBwE20wFb5PpUWvL+Ovt+pxkWYqiSFGWFXq9IY6OWrs9oMiYq12nZjzxZLa5YDhOF24iCr3ra3Q37PeDdRNWNYdaJ7cODvW1x9Rw5CDYlDfgdXA1gut/mq2aCnY3nt08ZYlcFDNNE/R6A/T7Q6gmXLvhYzq0m5bENq/rsixRllebC5qoEBHNpArXW0P2FL1pAfYhNXxd1mVV8zR9NhflUBsugMM99igEbxCNNyDzrm8w69/5JBU8xMXF8vV0u3jmaK3QbhcgIpyeXkw9EHhnxxS5Ps0D/exMqiGbnXgSWYwDe65e4XpWNcOpaOGBv/AlOFQxBRzusUcheEPYpzFx6zyGVVPBu8aljjJUlcXZ2cVeWpVErs+8GrImjTzf2HqEslz02j3M+qlleRoNtGWrms5YUBRFDoA2blWzTxzyF9+YGo7sJU0qGNini7OJdK1WBzItotbRFewOZXt3oXbbpYL7/eHcruD9eb8Ogf0+WdaGjK3pAI2tt8XTL3wvW9VkWYqTky601jg56QLYtFXN/nCoUTUgCsHIHtLUAu6bDcE6jmVdqeBZeCvfRqejmGdnvQWKxjd/TIf8LfwQ8aUKsyz1mBcPY7T4huC6jZ0ofPLkDKNRuYBVzdPjb/l0CMHDOvYoBJ9CiIA8N1CKMBjs7w1iGYHa1NMpRQuJqH1jtqHlfMGHe1Rpi3OYlhvTqUIimpl4ctnYWuv9MT3fBk9jajjMRFBsw6pmnzhUMQVM28fs+ECuSRSCTxmNN2CSTITgvjH5gF/voX01FbzeT9umupkbFhlzd+mINnYsTxuHduOVmK4dBBpjaxcNyvMUWmswM27fPp6aeHJYX4iux9OfGr6MdBvyWdVk2fJWNftE89oPUQge6rFHIfgUMesNuF/j0uZxHc3V1NOtNxV8mc18eJUitNtFPeZu8YaWA7uXRDaEM7Yeot8fAgBOTrowxsBaO37wW8vjFPLTZmx9E8sWrhMVW5dVzf5wmFE14DCtjoAoBJ8K5nkDbnOe73WZfMDDB7jNVPAmbjxJYtBu57CWcXp6sVQDwL6+j5HdwMyoqgqPHp0CcA/+Jo28TWPrbXJoEZZ1sczLvq5VzXA42qvGpENODcdmkchO8HsD7s4cOcxi/nhZlqAoNpcK9rGu5pqiyJDnKYbDEc7PFxtzt6+o/inIlgApMCn3t6r/Rl2PQCqq1q0we47dg7/nsSLZtLH1Nrh519QksrT6+7SIVc1sY9Juvzgc6lQR4HBFbBSCB4zkDXgYEUE/IWuVzbBc7eJliAidjksFX1z011Cnufs3svXJ34IeXcxdNsqPkFw8AAAwCFAKTBoghSrrQg/OJ6KRFKA0mBRYGXcxqIm4bJZBaVjS7p1Qekp4avDU9sf7QgYeFYCtsA/na5dctiKZnnhyiMbW+3of2ySTWrP1b/vq9WFmxuEBuHJ9bFPYuC/ihyWkGg5VxEYheIAs4g24bU+8ZZhXTzE9ZWPbXcHr+Pwao9Fuu5vpsqng2WPazk0lSRJYO9+ihKqRVwQCgConQp3AgK1AcDVI1uTQg9O565VZB6b32LtdCwVVzRcpo9YtJGcvzfxsAOAIQJkfQV88dqJyLCInf7NOnWBsRGTze0rBpi1QNap/3qznfsdqDQKNf9as4/7WU9tSgDLuW9oGuI4wmu44PT1F0Nh6PxsLDvPhuhrbiSy562M0/rLqPAyTsZVRu719qxonpja3/U0ShWBkKzSpYCAkXLbjibcMvg/KdCp4l1M2lk0N57nr6izLCufnvbXdzDb5PjpPw2JsSeIsKCYpRADQglhjKKihXySSR8gBAKvEu6wyOfTg3H/cpT9KzDoBsQUqe2X/VqdQw5533bJ9G+aSwBwva53AnL7sP+a0Dd17MjmOJjqqNKruPaizh2OROPu3htXGBaHVlDDVTlxymoOsnQjOR23AJNC94ZTYrX9fGfczrZ0Y1XXktHn9orH11caCwWCEqtptY8G++aBug3Wmhq8D83Rj0m6sag5VTAGuMfAQDz0KwQOBaGINs8iFtmkrlHXQHB6RM4jefip4PRAR2u0cxuiZ7s59Z9LIYvHo0RMAdOWGPxyOMHr8ce82qrSA8bxeZkAP/WKO2C8wOMkBjxBkUlD9M/92rX+7NmuLQlAN/NuVhCsrA9WbjXyOo6O2QlUOofrzI6M2KWA8ywCgPHoG5uGnJvuq/7QB2CQH9f3nuLz1CqiXP1kLTDMjEFmZcbq+rw36SoNMApWk0GmCrHuCdDAAKw0LQsmEEgCTW9/qBNREW3W9TW0u7ccJU5hkpW80h/hwXYVNpoavwy6sag5ZCB7qsUcheAA0AhC4zo3hEC5G2mkq+DLL+BtOp4LPznprt2XY1D2laWRpPA2rynUaNjf8JlKUZSmSwRN4E9xKe/dh0wJGEGxSJJGFsoYq68BcPPRvV4gkunrC+dgkl6Ob1n9tVkUXZjQ/kggAJIhPm7ehBSFIwuuxRRdaEIIYDkDMQFUCVQmaCt5U7RPoJ/MjnBbA8NYroV/8xPhnCkBa/zeTAlvrFd3VnVdBvTD7BYKpTmdog+r4GdDpg7FwdEKyFpNp7j5+tYgctttgpaBLdgI0a4GqCmym15v8YZ2461IbYN7v7PkXZMd+CoptWNUcsoE4ER1kh34UgnvOrDfg4jT3kH1NqzAzkkSPDaJ3mQq+zKLnu0llu1Rwf0M37vV2fy/ayDJtQdF9/BJ81W7SkAvWGYD5QtDqFGokROak1K/y37asyaAGy6WqXbRQqIXs+cWaGC0kDTWVMr663H8SWRmoC2Fd4VwwCOrcL5iRtgD4U93UE0T8yV3Ylz4t7HvO9tgCpYUdDUGjT4KG/blXtr31LNTLk2038rt5pdX914A+/VHvvm3rGPTkwfxlRQd8cTYRhcYAOnE3WpOAT+4Bp48vLZsISm51gdGw/llyaTsGbBJQEwHVyUSIGgOYdOZ3pYzNQWhVbMaqJtYIbp8oBPeU66aCL7Ps9I5t0Nzk9i0VvOh5nk5l93qDjaeC1/VQWKaRRQ0vvA0bgBzpkq67Kim8QpBBYopWSinbtO0VgswQI2+SIKvSFrQgBCWBWRVdaKG2kEb+69+2jqEfv7D0ukrYL9j//rNOQOePvMtHKoE/tgpo6bronIAezxdqAMBpJmwZgBAB5TQHngjit3MCOnvsmoXmnDtWBvSHH/Zv/+Q+4BHADHKR0pGnVKJ7Ajyaet3TEUuTAPdeBX74ImASnKYZelmGkQVgDMgk4OPbwMW5+12TgBqhmtSCNG+5i7z+/cnvOUHKJgVpDSTJeDmZ9UqAdVjVHKqYAg5XxEYhuIcslwqez75FBJtUMAAMBqO9EYGOxt/Qr7xmU9kXGI322aF/wrLRS6lRxOpErLczlSCQJdGVtWEu/PuVonaSarZ5G1qIrolRyKQABCHoq/8DADapfxkAdfFIWFeINDKgBLHGaeFdBgAkvJ6qfQt64I/4QUh/sTbAY78AtXkXShCCNBKitkqL2+bubdCFIBS1luPrPSENrxTw8EX/urfuAi9+xruYurfA00KwTtePj+3oDvgFVwta1X/GywDwqz4H/LF/790+3381+FMf8y8/uQ97+fiIJkL06Ba4dw5KXOSSEicyqRGbaeGOJEmdgGxEZpKAksQJTaMnIjNJMKz/dv9OkbYKpEULabuFTlGAugUsEYbV9FjFwxSCh+ohCEQhuHcsmwq+zD5GBKe7gplxcLUU07OOt5XKXsc9pfFkXCZ6qfuCEDS5P6qnNJQQuSFBJLLyCydr5K5fKv3btSaHxnwhyCA59St8KEPRQkjNK8Ux1JkQLSz9dYm2dQx15hdUYsTPZGLKGYIABQA6F66Lzi2oB35BpI0W70h0KkT0ju6AXhYEauC40fdfO6y0LPRO7gEvfMq/vOgC8L9uKeIMABhI0XUAj/3nhQHwy5/1L08y2JfnRJaZgXIEZDnspz4+3tYVjm/Bvixcpye3YR8INbJHJyhf9l+r6ugY9vwClCR4KXGikY2ZRDeLFtiSE6CJASUpqBagqP+7+3/5Cy4tvyOiEIyszLwxceva7q5xqdQCaWrQ7w/Q6w1xdNTeu65m6by3WjmybDep7GVPU2MNs8p4Pi3WtgnRt6QFNXrkXW6kpgwh9VulLbnrV4jMSVS57GmoRv7JMJy25GihsMymmbf+EgBIiIzarIDyZ9BBQqOObR9DC7WUKIWoXNqSRXOS+7cLABfCcbWOoc4eCfvOxfOFoZAqJwU8koUevfBJ//K8Je0ZLAh+AMC58FlCQMjlLfAjQYjdvg9+wS+Q6c594BP+aKG6dRf28SP/8pM7ohBUJ3dkIXjrLiAIQbp1B/bBA2Aw/3OWPPc6DD7yEe/65hWvwtH/9f/mXb4N9qXTexk243gauRZKuVKRdYrA5lvJrsWW1hpHR20Yo3B6eoFer4nY7O+nZfqUKaVwdNRCmhqcnfV2kMperlkkSQyOjpy1w5Mn58t1Y7P1mkEDEGsHWeomztqA0IErp36FW1brWLSOkQSkJF6Y1NLRQpsU4n6lFKvN2qIAlW4WNhDxYy3HAEQx1j4S1xUbcnQCK4gxfXwrsG3/dcMA8MgvRnB8V1wfmZxKhxCdBSDWJnKSAg+ktPI9UcTSrXvyvjvyexJ8baFIaiiaGTJPD0TqKPFnAQDAdOXXl7zxj8r73wKHHBGMQnCHNFHA+bOCV2MfrsUsS9HtFuNZwdM2Avs5Am86nQ6kqRNTAJYXUzugKDJ0OgWGwxKnp8unsHX/1HV6zoFZFmwkmBBXQoctkkwUP1Lql1JJzGnZe1BIo1Z5V1yuhv7jrfK2dxkgW93Y0LpC6t22AmLN09Dg9tuVm4CETmVATu1y95azs/GtGxIcp4/8y7q3xeaZYERPiIICAKQGl7wlN6ncuiem6tHqyvsOCbVA4xcP5C+w9lwILQOwp0IZAQArvS+LrB/Y/+BMsEgC0HnzW2DM7tLCwLQQ3OlhLEUUgjuimRCyuWaO3UUEG4uSVitDvz/E2Vlvzrek9dqirIPpQ2y1MrTbTkw9ebI7a5vrXBtEhG63hSxLcHHRH1s6LIvYKJIWYgpXFInCPqvEH7lgAFroJhYjZFnbGTz7jknyNJSaPUiJ1jBSJMWaVIw0SmeKTSqmjaEDTSZnftFii45wTAFPxKIDElLOnMgdweWp8Jo6R2KDCweOm6VoICAKPdvqiqldHN8RN02Bxp3QB517QpQcAEvRSAD2JSHtrPTVJpLp5UkK+6KwfprJy5MU1WeF7SuF8jNC3SeAUlgfAO48/zzu3r2Fe/du4/i4i6LIxtOStkWMCEauhdYbG0M6ZlfXojEaR0ctaO1Swb7mhP2MCDqKIkOaJjg/X11MrYNFzlNz3pUinJ5eeP0Br4PUKMKC0LAmgxKaQUiI+Fn2fzCodSSmflmKkGmhAUWn4jg7aZ9VIUcLSapZy+UokBiV65zIX6MkW5n2sRhZlR4LDJIjfoFIJISOYNbG6/8HAGifiJsOPoCl4253QReCKO/KKWupuxsAWLgOgICQIwrXDz4U6vNO7gKCkFR3nxFrQtXdZ8WGJ33vGbHEQd8LrH//WefN6Nv/nXvgM8G6qd3B46yLBw8eo9frQ2uFo6MO7t27jXv3buHoqIM8z6A2/NCNQjCyEE0qeNMicHaf21NbeZ6i05mfCj4EksSlvIicz966Z2huiiybPe+L+AMughQRlGo8rfFHfZg0lDR2ThCQJQnmyToBhJo4aSrIKilYZ5rtWQaCkuY0C3V6TApK6MyFFKUM2cpkcopUbDLp3pLnRwdSu6KIPLojp+gDz1ctHXfRAUkRvY4s9EI1bpLQAiB2I3NeAIFGEEko0e1A/eDRiby8FYgA5wEbokK+nhBYrgL1jXRyW1yefu7ngYgwHI5wdnaBBw8e44UXHuDhwyfo94dIEoOTky7u37+Nu3dP0O22kWXp2p+Nh5wajl3DW2Kd3oCLwsxbibotM2vXHdv+hASbkWvN0PV1ialVcd8u/edpFWuYaS6/FVQNoYXJHyR47knfL6u0BdPzRYlZjMxJHxxqHQFCrZ44dm6VSSVitPAIWrB3kaJyVesY5onQ+CDZ5LSPoU4lWxlhkTIgoVEk6E3Y958raeIHsEC3sbBtTnPgoWCe3TkBzgRRTmppf0EmEhtB+Og2IEbs7oHPhJKHYP2g3Gjhnw9ZE6iNDEYz+3LWhPuB9YUosfsF+TmRfu7VRhFmxmAwxGDgPidK0djYOsvcODxmRllWGA6HGAxGGI1GKz2boxCMiKzLG/C6bOOC3PSs3U1zeeRaUQSmGuwJ67CGmWX2ApVtY5Q8ik30CBREV9aWp3cIqdKKyTvpgtMCShiXJk4FyfyTSgCIDShSPRwzQ0k1fkJUFYCY5rRZASVkOaVjtp0TqAf+NKRoJK00SJhkYosulCAESRAkTAp47BdTISPpJM8hyg3RSFoDD/3TXXByD3hRsG7pHoup22BaOVDbGKoftE8eycsF2xcAcv0fINYXAkAlrA8A1UvCuQVQPRK+1GC+ELyMtTwVpDiHUgpZ5oRhnmdot53DwmhUYjgcYTAYXvueqlRMDUfmQORsYbaZCp5ls1G3VVLBrkZwtxHBeXV1+/gZvnyamm7mlaxhAoiNIknhjZ4wy9E3cTyckGa1yogpZQgPS1X4IyrMLI6dAwk2OEkmW91I1jBFV67Tk2ohA9FPkiJ+OhHNoDkgQElIv9vuLZBkEh/4vJPQwIJbd8Xoa6irthS6Uhcykha64BFqUgk1xQkm1wBmp5FcXkYK/JLQiJEVYMm2pnsMFoQi3b4LFgS2unNfFKJ06y5YOPd0fCL6F6JooXpBEJJaI3n95/qXe7DWotcb4PHjM7z44kO8+OJDPHlyDmstWq0cd+6c4Jln7uDWrSO028W4bEjikGsEY0RwQzRdweu2hbkOm9rvMqngq+z2w5LnKfI8nTNybb9S1pdpUtiDwWijjSziRBFlvNG3Km0hEYSVKBKlusO0DSOkoyUj6WFZwSsTWkdi9600dq7KOlBCulK0hkkLsY5P6kSmogsWIoIkNc20T6CHQgRH8MrjNJe9CYWObwCAEJXl9hFI6hhOA3VoASNpfvBZrxwzd59FWU/VmEvAgy9oJH0mGUkHGkFaXdGWhu7cB3/Gb4JNt+8DZx/1L791F3goRGm7t4AX/BE7dXwiRgTp5La8/u27qASjan3vWVRP/GP1kudeC5UHSgoWoKoq9HoVej13TzVGI01TpGmCdrtAt9uGtXY8Bm84HF0JfKzTUPrnfu5n8NM//VP4vd/7XZyePsGrX/0afP3X/8f42q/9j8bPp3e965vwwQ/+xpV1f+qnfgqvf/3rr7W/KAQ3QNMQsvsvBusXNetKBe+qa3g9InZ7NNfQdAr7/Ly/2UYWZpRZC2WauQGFTFMPUQYrAzv27GOAUXvDMawybtIGs/sZWwAMYguGgir7qHTimgLYArYCsXV/hE5X1v7IXJUUYqOAkrwH8zbgEYLM8lQQMVpoMjEFK2GTQl5X+NwEI35C9zQgN5lU7RNoIYUqmTVbJXcEc+tYFoJCs89CRtLCWLoqVJsYtJ0RGmDSTI423r4HSBNBTu6IEbtQowfSQIlBqAkmdJMOPuMC64f2Hzj+9I2fHzqApSjLCmXZw8WFi9YmiRnXGHa7bipWVVl8+MMfwf/2v/1/8YY3fC6+7Mu+FO124AvLgvzIj/wQnn32FXjXu96Nk5NbeP/7fxXf+Z3vwQsvfBbf+I3fNP69t771C/Et3/Ju3Lo12e+rX/3qa+8vCsE10nQFA/sgAtcvtvxRtGXZrhLUWqPTkUXsPrxvs/B4ugngupk31cjSeFpSNZxJ4dKlXCNxOfXWEUBT6S+TASjrI59+FU6wGY8PIDMBsKhwUv83zUzJZpVMdbtOhdmZ3bJ2H4nRGA2HYMsTockMVBWq1jFgrXtdthagtkJZlt5oIbWPxFo8KVpo8444wk3y2rN5R649FMRY1TqGHvojTFJXts3bICF6hcA0Eim1y0e3QS/5BU+o21iyV0H3FkiowQsZSdvBQLwTqdOH3n4LztviNYKTe8CnhWhjIK0cOudiyhoA9wJp55DRsyBy3XK5fq96FFj/SWD/gfrHdEsTRUajEqNRifNzdz4bUfhrv/ar+IEf+IcA3Jf1N73pTXjb257HF33RO/EFX/A2FEUgSu7hO77jv8fJycn4388//048fvwYP/IjP4Rv+Ia/OrbC6Xa7eMtb3op79wINRQGiEFwTTVfw5gyir0+o43RRNhFF21ZHc0OWJSiKbAERu1+pYaUUtFZrFN/zmX7JNBK6M5URBZAkNEi4Fm2SQ4/O62Nx0UW3Tt1YwRZEUw+9qU1VaQbiPkquQIme2UtlchhPbSEDAKWosgQuMU31iSCQIqi8DTq6U3+o3XFYa8H1HzA765k6GoqxAGUXZbK16OTK1c7V4tPZyggPQCFKwkrLfniBDlJxdFx+BC0JQaEu0eadYO2h9KkiQdyi3QWEqBgXXVEIclXKd0EpUtk+Akti6PiOmPqlNJeDZlJNJSDW5wGAFTqlg0bSSQKWjKTzAiw1crTasC8L0c68CBpNWyEaykSwn5aNppMFGkU2QZMe/uqv/jN45StfjQ9+8AP44Ad/Ax/4wAfwoQ99CD/0Q/8Yxhi86U1vwfPPvxNf93X/ZzzzzLMLb39aBDa88Y2fh5/4if8d/X4PrZZseXVdohBcEaKJCNxlPaCPVTXN4XcFA62Ws1jp9wdTs473n0Z8V5XF2Zn8zX6dSA0Qrut3vhBk0tBWEILibGLBxNhkUJKVjSA+IYyzc6nqXi0S2NUoNp/fyqWHzKX9jo+y1QEuHuFqsWT9G0kKg/lprTLrQl08dFNHauHJpAAm55ShUlRF3hwk0MRGGbDaILEl2FqUZTlJv9s6AppkqI7vjYVn84ds5cS2ZCsjROUYEC1puHUkCkEpvcrKgJ74BY06uiN2vjIH2jECBtgkmTl3bomp36QoIN1RWBDPgBzpZKXlRpB2Vzw2uv0M8Fm/kFJ3nkH1hx/zLtd3nkF59hFh/fuoBKNndfdZVKcf9i4395/F6GP++kV9/xUY/eEf+rd/+w7M3YCH4oZxUcA3401vejO+5Vv+Opgtfv7nfwm//uvvx2/8xr/Ghz70b/Bbv/VBfPzjH8Pf+Tv/zUr7+q3f+iDu3bs/IwI/8IHfwJ/6U18Gay2+8Au/EH/zb/5NvPOd77z2tqMQXIFdeANeh1UjgutPBa/v2BZBa4V2uwAR4ezsAqNRWMTuw8ST6ePexXxjKSIowToBPEKQQaBS6HSVumRVAmC+EGSQKBKl+a42yaEFcSrNPGadiJ3TWuhwZm2gqBF3TYq7qtcl6HLgNVYeZbeh6lq6yxO0mAlMFVRrflSwbN+GepwDSjvvO1bubyIACipJgdbnAlBOfzLAtQBllQCjelQkcy08eSxAOWvB3npmKu1eurRlVbp/S2Ls+A7Uy0IDi1AfCkA0irZFByT4B6JzIs8IDlg+jITUKjNkf8GiI461U3efQfWpT3iX08kdsNBxS50jUQhSIGWOTK6dpFD9YWh5wGiauscA/EIw/dzPk7e/ZZQiaJ3i+effieefd2Ls/PwMH/rQb+N1r/uclbb9m7/5Qfzsz/403vWud49/9va3P4+v+ZqvxXPPvQbD4Rm+//u/H3/5L/9l/OAP/iDe/va3X2v7UQguSZZpaE0YDrf/oL4Oy4ia6VRwrzcx5Vw3mxRcaZqg1crqaNruZgVflzQ1aLXy8XHn+ZZnZtpKTu9KhfPCG8o6g/IU/DOzmG6WKtJtknvrDgFACeJT9DRUBlpYtypH3punanUBIQUb8i00Qhez2JAR8GEE4AQo2/qUVuNTy6Sg+z2/AC3uIRnWooVwJRJa5Qa6mh99rdKWm/qi7sBFP52xqqsLJJRFF+royInSpnecMf5WpvMC9nP+KGxZ1WmXOjVvrTuW/gB8676Lfjbis/nTPZGNpFXASPpCqNUkJXb8mjv3UYodtXfAQoOManUgfnUVxjwCAAdqiYNG0aH5xlI6HwvUJw4C+xc62IHNNYosCxFdCZa02x188Rd/yUrbfeGFz+Lbv/1v4+1vfwe+/uv/wvjnf+Wv/Gfj/753r4uv/MqvxNd93dfhe77ne/De9773WvuIQvCaNA0haaqRJMleC0Hmicnlokyngk9Pe6gCxcjLskkfwVYrR5Yl6PeH6PXkm83V49p8pNLHfGuY7QpYNbrwR7pAoEqoD5Q6O0OpX0F0SQbVYueuSkQxJ4oqk0NLdjVCFNKqxGvQGpqeIs1wZmYoQfRak0NDMuQWhG1xBHMu2IgIkVUmJZpj26wN0zudRGcveUky5zCj+cfNpEBPHiOzl+pDtftTHt2DfviZyQ8uMTy5D51UTngqDYZyAlS5VLxNcqD4fLe8TsOPo6AMqKoCjk/qmtBafFoLripnK/P44az4LJu/R6hCHb0B70MbmLgh+fMBCzR6vOyv/2MA9gUhLU2EKrBcqv8DIK4PANVLstH1IkbS24TG19D6OD09xbd+69/A8fEx3vOe7xTnJbdaLfyJP/En8M//+T+/9n6iELwGl70Bd51CDHHdVG5RpMjzrO6O2lxjgmP923bTNnIopVaatrHt91Wyhtl2yYHYKKJTIaond9FKqV+rE68QZFLiODsxpWxSwLddZigpBS7ccK1OZCFYll4hSK0uINTSkRDFsWkbeiAIPSlyqhLRa1ESoIA8jaQqjmCEiSISoQkrtn0C/VhIrwpRXQBQwx4U15HPS9cuKw30H3tFbnV0F+ry1I1pEXrnGLp8BPcYnT0Oy4zqzi0o/ZwToOQ8xUhpEGn3IMlbsN3CaUu2sJbHqfc0STCqGPSGzx+LUK7sOOppqxIoK+fTV5bgcuREaD2dhYu2OM0EJ3fERhB191lUn/mUd7m+9ywqwb9Q3X0G5af866vbd1EKRtHUPUb1QJi/nGVIXvdHvMt3ARHBBpp/rsNg0Mff+lvvxtnZGb73e38AnU7gi8UKRCG4IJe9AfdtVq6PRQ7x8pi1wWCDHnU16xY4TUrVWjflZJ0fyE0yG4HdnDXMooj1dlIzgclA5XxhFUr9knAxWJPBeFKpbrtS+knqUi7EyJwS0rfW5OJ5UtIoPJV6zbjduoIZdJLJQlDYr83bMELNoxTNtUkmGmeHvAllq5wu1MUj/7ZDk04k70nSUIKlje3cgn4odLWagL+gkLpUROCLU3cdzbmWLCngMUNV8780kDmGvlxe0AQ9E8Ce3Ade/gyA2WO0DEBp2DuvBF7+rBO7VEdBydWEMhS43QU/eeWkFpQBrksGmC2oaKE6Ph6LT67qKGhVgssS6s492IszJ0JHQ3cupj7Hrr7PLwSd0bT/3Ku794AHQpPO57wBFKgd3TbzUsPLUpYlvu3b/jY+9rE/wHd/93tx79794DoXFxf4+Z//ebz1rW+99v6iEAzg8wbcx+aQyyyS5kwSjVarAMA7ESLr+PC0WhmybD3TNraZGl60GWdr3zeYQVJ3rjAeToqgsUnFxgux61cQn9ZkV7p6Z7crdClLKVjIndPSG2J1Ai3ZrFSVXwhmLagLKeLnx+pUTjmT/1bPzKJxdpXKE1Sk82x1Ilrl2KwlCkEpfc8gUehV7RPox0L6UxhpCACQRgAC4r45zUVzbj66AxIaZNTRbVRCp7RNi7kCUhFc6l0p8bNcdQrQuV+I2ZMWqKpfn6r/jD8yBHs7B3oTEcoMQBtXAqIM7O3b4PSNYKUmNaGYdMmjaCHtfFEdAcU4EuqqRoEyzUGf+8ZagJZOhI5c5JPLEukffbP32HfFOoXg3/2734Ff+qVfwLve9W6cn5/jt3/734yXvfGNn4ff+Z0P4Z/8k3+Mr/iKr8IrXvFKDAan+IEf+AG8+OKL+Pt//+9fe39RCAo0qWBgnvA7/IhgU5M2HJa4uOhtVdyu4wOjFKHdXv+0jU2/rdOWNr3eYAFfxu1cZ1T2vWkyZpZTtFINmZC+Y9JiDaDYnKJTwPOwC3cTSw0oLRgp8iYZSSeFKAS19HDWmVjjJ0UabdYWl8tG0l3ovuCFJ0WCmWWhlx+J50MqEWFmUUzZ9gnUE8E/MAlEEwWhx8yiXY4tuiChIajq3BKnsHCay76KAYNt8XMBAMKYQQBiAw0AuZMaAB7Npm2JANgSZAFgCDx6wTuxBwDY3kIiWAal2X0wHs2WfhaAU6QpzBe+RT6+LTOZM7ye7b3//b8CAPiu7/ofriz7p//0x3Hnzl2MRiW+7/u+G48fP0ar1cLb3/52/J2/83fwBV/wBdfeXxSCc7jsDTiPyeiv/Y0O+tLX0wJqW6lgH8uevyRxqWDm3UQyl+W6ljbbG2BOYgSBdSo2dIhRPeElWJNCewS8qzsURIQo5gpRzMnWMIJwBcnRQm91oIvaibWFzP5oYZKJs4tZ2C8D0JJYS3NZCErHnHehpQd+IH0n1R7a4ghaEoJJLrzqkNAD1Jkg9Nq3oAShYlvdq6nbaUKj0wKNIFbqdGbn6ei1xFdGHLlnsyIw7q8LkqKR7SN5rF5oed66IiRnliep2I0NEOi5NwjLt0/TlLmu+/WP/uhPBH/n7/29/3H836tOFtmiL8Vh0EQBQwJl8obvb1Rw3vEniRnPSjw9vdiZCFzl/BVFhk6nQFmWePLkfK0icJNNQGlq0O22avF6vpCvIbC91DBJAicw7cLXRALI9Xah1K8UaVRCBzOL3cSB6ShCfWmVtsSmDGm7oZm2Sqh3qxJ5VJUUVa3yrthUI9VoMik54pfKx0UjIRJpMjElPRkp6Nm21KXOLE9RaZ/IQjHksRd43pOQSrfMIMmcO8lgpUkp3VuydcvJXfH9xtEd/zIA6NySl3dXXH5LNoE2914hTlyh+68EBTwId8W+BoVCRCE4RdMQsgiTiOD+CsHL6etpAXV6ul4BtSzXOX1EhG63QJYluLjo4/x8tXrA+WymRrAoMrTbBYbDEqen++lrKHbRCrDyNwswlGg5c7mTc/aAAillMVUtdCkHmgCkqB1LghhKjNpJVjdMWraGkVKFRNBCRzBCDRfCF4AqPxKFovTkY5BY/2eLQBQj8FSVJpk4oSd8UQgJvcDnk3qCv6DSotBD5xZoIJQtHN+BmDJvyectacvdpVLEG0Dt5yghLw/NjZY+1wBAacDI+jX7FQ0EplPD+3dfX4QoBDFpCFlUBDp4vO6+0lyTShG63daMgNr19Xrd/RujcXTUglJqo5HMdZ8XJ17duT8/76/czLIpuByJRf/iMuEzIM2YDVnOSA9DK4gbZhZr8cRmD5PKNYuSDU4oWigI4irryDVjQvSqTLvOVsS3rjRdxWRyk0nA604SvlVxJNv7BASDmDbOO2JNZDCaGPgSTFK6O8lAUjdy97Z8nRQBG5BAFzYL7ycADM/l+kAK1Q8KDUsAwvWFwqQXt/2A/6EQTQX2XQju+ECW5MYLwUVTwZdplP++RwQB4Oho96ngqyx+/vI8RadToKqcNcymI5nreksb8dqc+2WaWRqT240jjUSDkqeNWKE7VxRdgdSvVB8oppRzMW1IpdTlKgvM8BxmzzKQXOMnRQshR/xCYk0SelUuD68Xz5XJoAWxFmzWEOo0bSKnjassIKYC9lGS0LOp3L1ddW6Jn8jQ6w5FGyEIXACg00f+fQNifSDrRF6eZHJ9YVrI9X1pDjwUfB9NAjwQOrkDRtUAoF77ueLyXRAjggfM9aOAEw7h/U5T94Aoy2pvUsENi5y/xt8wz1P0+0OcnfW29EFbXXhNi9fVmll4K1FnMR0qzdUFLW34DCFFZVUi1haK9WEha5glU+A2KaAE0SsdU5W1RdErjp3LO4F1A2lwwcdPBSaZSE0mVR4SY3I0UOwILo7kbQcgQUTarC1HG1vH8sYDqU0I4hmQU9pMShZieVtcH9074gQZPr7jJp/4ju3WPbkUIJC2xsld+eZ++754Xei7z4KlLvPj26Dj2/7lOyIKwQOECDBmeRHo2N+IYJMKThJ3w7q4GOytcPWdP61dNE1rNyUkbLGyHlb9IBMB7XaBosi2LF6Xp9XKoSVjZmmGsEmF1C8v3fUrj1qThauUnq1MS3zQSWlhNkItZDBaKL8eySg6OPVDqi3M5IifsbKtjCRQpagsAKgLQUS2jkVxK9VTAoG0cVqI0cRgbWLIukVKSTPL3cZZSxaCR3dl78TOiXhstpDfbwTq70wuN/+ExuJJnxEAoEBzkerIXwDUa/YvGghMdw3v+ECW5MYJQaWcCFzV9mXaPmafSBIzTgU3zRT7doyALLiyLEG3O0kFl+Vm5h37WPZ8aa3Q7bZhjMbp6cXWxOuyNPWLSaIxpARlcQJbnACtE1D7BKp1DMo7UCYFJzmsTmGVAZMGN3JLSmkGUr9SJFGKytokD6SUhfMuNXuQCljDyHY1cgTTfw1XWVvu6pXWTQqxzlK6xTEI9tRf60aBtLHY5Zy2ZIuekGAIrCumdgPRxKBHn5jCVyBB6HHnljztpH0i7puzgBAL2dIEUuIsHBsAjE7l+j6pGxoAEFjOUpMMXK2yuP89rA8EDr9G8Mb4CC7iDXhdtjmFYhEmBtEjnJ/3xQHV+8K06Jo2Wu73B+j19ltITdOMuKsqi7Oz9XUFb+rG0oy2YwYePniEM6RXvxYSAMXQxGA1J5LADEUKlLYBnkTi3OwABkhBZSOA2X1K2MlHYnY1c1yiYltH6NzPwW6uKuCmUhBbdxLYTj5pgW5iEqOQQuNEUnjH2QEhcZIB0sg6qQYz0Bwg1hYmBSBEx8Rxd8URzIVfCGryC0kmJc8IztpiVG7e2LWZbUsTQ4pjaEFQcOC+JzVLsDIgQRzb7m0oYSydLTrQklBUOtAUFKgjFrqVAYj+gBaQ6wNJgR++6I/wawOW6vuUkuv/QOJyAKhelPwDD0EIHqYSvBFCsBGAwCa6Qte7vWXwT9jY3/T1BHds1zVa3hTLzJBe54i7OUe09vcvyxIURVaPtuthNBRq/JQCS40XsO4GT/WNfgqlNCzz/O9Kyvi7aNnZv1A6iUiNv3QRnMBMWm6z5EZUERESozGyDBoNxulfqgepun9bsGWUxXH9symRyRasElejNS06a6wyS08qqUwOLQhBKbpZmQJ6KDRk+I/IWdJIzRyBqFx19tifMmqfgB77mwKkL8jMLIrIqnUC80RoOAjYn0izjVknoHNBZHZuQT/wNytwILUaishBmjbCEG1nrEmAx4LIDBhB4+gO6KEgxE7ugV70zwfm47vAC5/0Lle3n0X1mU/4t3/7HvCicG67t8CCfyKKNuj+K/3Ld0gUgntO0xG8CZYRDesmSQza7RzWXp2wsa/p6wZ3/lxTS6uVrT2atmmaZpZ1j7jbJO321YhrKZj+Smk0ZQxYSsNK6U7pILUBXSoHmPmccVULz3pL9X8PygqUZEA1miuQmnF2Fh4BpBLY1C0bd2uTE6B8xYSaxyqsiYQOk2wiOscCk2FNAtbGGVVz5YSftc7r0FZybWGaA4IQFCN+eQdGmJ4hWpwYeZJJ0OtNWNfmXdFfEMkKaWNlgkbS+qHQlRoQx6s0glht5LRy9wRKGu12dAf0ol+IcftEFoKtDiAJwVBaOlA/qDtdSF/fqdUFQzj3R7cAQQjSc6/f+fPWR3NYB6oDn14huIlU8GU2OYViEUKRqEOYfpKmCYzR6PeH6PXk+pVtsOi1Mp1a3eSIu3Vdu9NR47OzHkajst4+o5LEnFTQLxybMgYQBCYEw2cxmkQq0LkrbFcZwNMMwswzEUr3uW5eINcpvUvnorn5k4ayQ5dLvdSqwgCqpA3S81tYrDJ1TRmBXYgThInItSqBzVtTh8JIE42qqlBVFagsnS+dtZMoZy0ybVrApi3AVu682Grm6JQwVq7KOlBCZK3s97wPDzapPI0ka4lCkEqhWYJITht3TqCF1G0oCgqpvo8ZSkobZ22xQYa7d0Av+SNuKI7EGb9SYxaA4MOIq0q2vSlH8vaHcqlO0L+wquSBLIGbndrTtDCw71m3ME+lENxkKniaXdUI+lPB89nHa7SpX7wsTHZPOMqb5ynyPB2nVvf9W6ATrQWYGU+eXMBOpa9sVfrTGU3Nnhf/Cyco+aYvpZulfSoDeIUgAUsaVLNOxdpC0a7GpOJDUuxE1mkdaWwS65M6S/c3QaGa/gHK+ksH523owZP6t69GbskUgOaprdZ1YlCo6v1WcA8xdyujcaCTdYJRVrg1efYPcQVmQnl0rxad1olMrgVn69hZmHg/GML7wAwSRGLVugUtpo1D0US5sUYSetw+kUfDtY9BkhAMCbnA3DoeDuT1Q0bO0nxhhmxbw5D9AQPLAYhpbQBgKRoKgPa0YxiIqeG9Y5Op4Hls+5tA05Rgrb3yUJ/HvjW0AJPXAACDwWiPRKCMa2YpkCQugrnNruBlu9wb0ToaOdF6mVKIBpLSguiC7BMnXJdJlqPyFewzy/sUHpYmy2D7gsCUGkHE0XFyh/Pl2siZZXU6ehlCY/QkmxNmzE05uyO1gEmgRvV7MAl8jrFQ0BhOVpp6iVXSRjI4c/YLcxjlJ0g0T7rKlXIlBuS+HBjS4FZrXALSlJEy2HXljoautpQtFACtgHIwBKwFZ23YauSuvap0wrMqx18exPnBICipBq99C+qx5OHXgZaEYKg5L9CxKwk5CwIJx8ZJBjwWXlurKxpR4+gWSKrPO74LPBAaOU7uAC8LjSLdE/AjYexe0RGNqmES0Ctf61++Yw7dPuapEYLNmLhVbWGuQ1Pjti2WbUrYp4jg9GswRiP0LXjb+K6d2WaW3hYtbabT+9c7V+12jiQxomitpPpAceskp3el+jMpja6TgEG1X+gpbS4nb8cwKdHeRYp8ss6grNARLAhXazKooSROBR8/k8nj7qR1kwJG8BcUo3KQbXSCUbf6uFx2vQKmDa+TbNzAMk96j4pbSEanV8RnkikACmWew/DVWjULgKGhlQLar3Urk8J0L7vVCWjYdxHP5v+m6jltkjufPesinOM/VeW8/RSBlXK1nvNet9AIYgG5PjBvibWNOL4DEoQYH90B9YRGjc4JIAnB1rFYn4d2RxaC7SNRCFL3ligEzb1nMDz111fSq14H8nzx2AdcVH2/nmXXYX/P7DVoxsQ1n+ltsa1om1IKnU4OpRTOz3sYCg+Wy+xDQwswP519dNTCvkUrG6a/UGzKGmYRlrme3fWymGgVI4LwywWlFPyV4bJItFXpfdfTNEXpEYIMuT6QBSNeVx84f11nfC1E7SRDbZBsVxOIFi7rpcgguYs5MP1C8vizaQumLzyUJdEMkkfamQJGqD00KtBt7Bm1pwCUWQHT8x/3KLuL5MJzbASUWRdm2Lw2jctS1SYplHnWpUmVqscCKrAiMCXQVQm+fRvT71vtjARoDer33TOjruOE5bFQtnkHKnnZic46ysmj4bjm1WYt2fQ3ZPRMJNcHzumUn33xgcxToEY6dBsbBUqsk8/5vL0WW/t8bItw8EKwGRO3i/eAedXpJGGumwreR5LEvQbm2c7mXTfbzGc2AjeJYA5xcbH7ZpYQky5yN9pOEq22KsUULosNHUJ9oNKzUaDLq7FfzJUj/zLXgOJZzoxKnNEqCIxQFFI4D2wyKKG0QQkRTKsz6CVnOCMtQEKzhxiR1Yls9hwwLZYEaJW2RTEWuk3Lo+E64sg7NoHZxsJ7AcArMgFnYt50USsCpv0uYYGy3YIROnbL9jMwvToiSLikMwmj4w6MfQJgVtA1olO1j6HS1zmvP1K1ZRPVZQkE6ATI/qj7b2YnSuoGIlgL0gnw7GvGEU5Ulfvi1PwRZisDENPOAMT6QwByNBIAzuX9H7/1bcjv38ZoVGI4HGEwGO5VSVEUgjuiSQUDu8zLc9ClfhVarRxZlqzkT+fE1u7U1mWT66vslxKcWO7slzXMIiUPeZ6iKDLhXM8iRQPDqV9hYoi0U6X9nb3M4HLoXd8kCUqfCNEJ4PMlBOTmFDIAPFFIZjlqJ9XpBaKFLJyoYMRP8NJjZmhhXWtyUQhKKfTKZDDiKL3lI5GVyaGFdLYu2oAgBEXBLkQTASdgtSQEs7Zs7B3wNpSuPwBe78Ox6Lx45B3XyKTAlfV+rthk4MGpGwKkUWvN5h8ZbNoC9U5h28+6ySVKu23Wf9skgx4OAbwSXMclGahTcIAlBTUcAnefcXWcTWq9suCqBCsCLi6AzpGz3ynLGRseNin4ZSHtTITTo2cwfHKOLEvQauXodFyN6XA4wnA4xHA42voEqtlDpIOtDwQOVAg2XcHbrAecx6YiWqukgi+zq28pTkjl0Frj4qKPweDqw2XbNZbXodttXYlg7ivNfGNj/Od6HpUUfVMkpH4hi0Sx65fgLeRTWmzoKIVpEkobrxBkkFhPJ9bLmQxq5Bc+cjdxLq4rRguTAkaYPyxN5nDrylYePhgkT0ExOSAIQel8WGXkbSc5INU1+qLMqIXeCtFEmxWiEOTAjYqG8hcvyUCbdQIl+A9WeRf6/JF/efsW9CN/fV7VPoEW0vG2fQzdO61FZ3XlPFetLtRjv1Crbr8S6uzSclX/SerlL34CTm64+k7L7L7MKI3q6K6zzVEa2qQoK2dSz00Xe/cWbJKh1+uj13Pn2RiDLEuQpgm6XTdStarsWBQOBqOtZs+I6CCzdQ0HJwSnU8G7VuCbqBFszJXXmQretthqPPaAzXrsbYIkcR+JqtoPa5hZL8irBzNpYsG1m1jkiKCfcOpXiL5J1zNpAJ46PgCo/D5nWpNXt7JKRNEldvUGOnPFiJ9QN8Ig0Rg59KEV5+EquV5M6kR29YGSDYlk/QIxomfTNoxYEyljz/2TTqh1BBLEkk0LUQhS4HMueSqGxu1VWQdanKRyDD0UGkGyNiC8tpA3YrCbOYAUuQYgds27/V8tNVBE42Yc1mZmAs7lq7d83RuufLbLskRZlmMnhDRNxn+OjjIQEcqywnA4xGAwwnA42mhQJKaGt8yuo4CXWafImqSC11ePtu1mkVmPvb744dgna5tpaxgA6PUGe3+dzTax9K7VxGKthZWaK5acCuIsZzxij1kWiVIFmU6uTBuZbJZR9nuCSNSAZ7dMwqg7QIxu2iSDkaKFQgTLmlwcHUfCe0N5B5AMmaVjDozKWym1m7VhpBq+0AxgIdJYJQW0MC7PpgWUIJZEo3FAHMVndSqnlYtj6FPBdiZriUIwVJMpe3nK3oiAP+08Xh6aXyx4Iy60XJo5DQBCpB8A+NnXyesDdYrYfYkkorEodKlk56FaluVYFK6z1IcoCsGts08NBusSWS6q41LB+2WuvDhEhHY7H08JWdRjbx/ey2lrmIuLwTiauc80tZfL1o/K00QAf/4WYlpY/DxoI6doJWEqEdiuIuu3lVHamwJ33cRSfaDgPcjw1nS5dQMegKWQBjeJ9O6IQs+aQnxNYmpXp2LtIesVIpE6hRaEoA0JwdFI7KqV6hptUoj1f1XRRSK97kDHrhgFx4ppZciTVlgn4nKb5qKAtmlLTFtzWoi2N5xksgm30qBHglE1CPbZ6/kHMjMGgyEGgyFOT12pVZNGLgpXX8jMY0E4HK7mZTsxk156Eztnwz2vTzfraMRwNQ4tMANPnpyvXQRuIyKotcbRUWs8JWRREbgPH5w0NVP1gOc7LTiex+Vz1DSxZFmCi4v+0k1E0nxhJUVuGGK0UI5eSNehEov9xWkjJDVOAFXf/xA3WhBzOg0ckxDxS3I5winWB+ZuXvEy6+pU9kuUrHAY0EINnzWB+cJSDR8pOeqWtsRtB8ePCSlpzlqAVCOXtcVthxoCSRqlCIi1i6y0LMSytpiWrtonYvS4ap+I15JtHXuXAQB35OVV50Rcbju3xP3z0R0xWssn94Bcfn9CWGvR6w3w+PEZXnzxAV566SFOT8/B7Gqr79w5wf37t3Fy0kWr5erar8OhTxUBDjAiuE+s+sa32znSdL2p4MtsOoKaZQmKIlsoFXyVzXZdh5hnDdNooH3wXpyFoLXzBwSA09MeKuHBG0KMCAovnZTyC8FVUr/CFBNm2TxZ2q4b4eYXgmRH/rWFNKmLFgoiXJpUEoj4hfZrhVQe6wyA8HqFNLhNAybUoohksRGkytowQjo7VGcmCdQqKcTaxNIUSOAXYyaRH4Mk2BIxSJybXKUtaEEIVq1j6Mf+iJjNO/L84iSQvQhEaaXrFMC4S9hL6P4d2D8nuexv+IrXydtfgrKsUJbV+Et0kpg6jZyi223j6IhQVdW46WQ4HC5UdhOF4A3nuvUBTSpSKdpCKngzYsvV1Dkh2+8P0Otdv/FgV5+bWXPr1bqyN487SWmqkWXpuB5wlZsOM6Mql5uyEUr9St2sooWLf6069StE5iS/PdEMWoGFtJyWAqMmCwhMubZQSoOK6VmTT0bDzT8y/xJabWKIJHxt2hJTt+HaQ0EYpwWUIH5tKgvBUCMIX5x6rz9WBkqoe6xax9Cn0sSQDiBFBAPnPHSTJOlzDACitybEaShueag+UK4vhG+UZEMgLW4XqA9cldGoxGjkGk+IgCRxorBJJTe/M51Knr7/rjM1/HM/9zP46Z/+Kfze7/0uTk+f4NWvfg2+/uv/Y3zt1/5HM/fen/zJH8P73veP8cILn8Fzz70W//l//v/EV33VVy293ygEV6C5GK7TwNJ0BVdV0xW8WTW0iYjg7Li1C4xGy0emth15cx3NhdcaZl+/1OV5hn5/iF5v9chxf1jhFMdQAIgYipqomgUsoKkCafczYgaRa9EnAqqxibobmeAess34BEE5kZIFm+SzJtXTkYayQrRQSinrRJxrTOVgI9FCFlPZLJs968TXWO0OS5oYkhTQ0rxlyYSatCgirc6gIYgxIQJtlRFTu8g7gCAEQ3cQadvWZGLqlrq3gIef8S5fWchJneMIpJUBuT5QaXG2MpsMJK2f5CCx/i+X6/9MAnoizEcmJdYHAoB9xeeIy9cN82zjiVJN44lrgmyeHYPBEN/3fd+HPM/x/PPvxJ07J2t5dvzIj/wQnn32FXjXu96Nk5NbeP/7fxXf+Z3vwQsvfBbf+I3fBAD4mZ/55/iO73gP/tJf+kY8//w78bM/+9N417vehR/6oR/C2972tqX2G4XgCoSsPS7TpILX9UBfjPV25k4L2VXHrW07lD7b0Sxbw+xDatg14LhUcK83WLj2MsSgZFSsXI/EpXOQKMbQXrotNL/DDHV5hel5sJpRUceJRjjhSAAUnJhUbN3Px9Nf6/9mhuYK0NlYuDU/B9w3GVbGRSrrn413q7S3r4WZ5eYUKVpIGiw0N2hhFJo1OYwgBMXaQpPLnchiR3ACLYlIsbmFRc9Dm7aghah/eOxcwFYmIIgkpEYPm+RQQlSqyjtQQtTMkpaTo1IEHAEhRyrcqCF5I7ZOoIT5xc5fUPD/C/gLVp0TaOncdW5BS/OVu3egXvqkdzkf3QG97BfZ9vguUHS8y7eBtTzT/Ki1Qpqm6Pcv8A//4fej13PXzjPPPIN3vvOL8ba3vQPveMcX4+7de0vt7zu+47/HycnJ+N/PP/9OPH78GD/yIz+Eb/iGvwqlFL7/+78XX/3VfwZ/7a99MwDgi77oHfj4xz+K7/7u78Z73/vepfZ7cEJwn7qGG0LHs91U8CzrPF+Nvc06hew23stpw+VQR/O+1HlMezECWGsTS18Y7KmI4dP2huBdBjCqZiFNyz3XlGsIKD1iQWsIo+4YiixgLhWM14JQkwKZDgiASRS4rNzc1HrnikcgbiKePBGpzftsChBqgcnW/ZytG8Mm2cosOec3FPELzggW0tFsMkDYthSRtUkBI9ThhWrBgvWB0ti5kM+dIEasyeRIZdoWhWCoX5KFdRkQ7XJsUogNMlXrBPqJUB9YdGQhmBby0SeBaGWoKSJkaxNaHpp/nAbqA7eQFr4uVWVrU2uF973vh/Hrv/6v8cEP/gZ+7dd+DT/5kz+Bn/zJnwAAvO51fwTveMc78Sf/5J/GF3zB2xbe/rQIbHjjGz8PP/ET/zv6/R4ePnyIT3zi4/jmb/4bM7/zZ//sn8V3fud3YjgcIk0D7/scDk4I7hOT1LD/cm6aKbaVCr6MO8TV1Nb0pJN1Ctl1HFuI2TT24obLu/yyMd2Ac3HRx/FxZ20RSsuMQSmbAvtQghBUJEfFpZnGJLR7KN/rJjdjleFGXAFuchWgUee1oRWBK8+jkgGFCjCFZ78KSDpOJGJylbpIpYLiEopQ/yGXXicA1kKRQqWNa6rhWZFpSUOXF2Ce/6qlxhdn3yJ5wkn1kKGJISkgLJdMt91oOGn8WsBWRvDBY5MF5g+35bpHcc9ybSKTFusDuXUspkZt3hGFYMgIOnRvlLqFAQTr76i/or9gYDkC20eg29puoFFkndy9ew//4X/4f8Kf+3N/DkdHHXzgA/8Gv/zLv4x//a/fjw984Nfxoz/6I/jxH/8x/MzP/ILsxBDgt37rg7h37z5arTZ+8zc/AAB47WtfN/M7r3/96zEajfCJT3wCr3/966+9jygEV0BOLU43U2wzFXyZ1ca4JYlBu52vddLJhM2OmFtnGntbXI66rvv8DIRoIMCohFMknT2tAN8AGRVYl4W0olLk9acmBCK4wjIldT8DAFcATbomp7dE2oArntgP8tQvMDkBqjM3yvXKjhOoslUf3tWCcwKDktb4v10U0+2ESUGnLaSJQTUawdpqHMEktmA4UUb1v2GrsbCsAhNDRIsPKDn9GhCCkmBh0qJZMxUd0fol1G0s1zUmYsStKrowZ0LqVWfiAzRJEvG6F2dYA2KDDDPL/n2k5PpAnYDOpPq+VK4fNGnAH9DI9YEg0CP/cmA7jSLrgIhARPgjf+QNeO65z8Gf//N/EWVZ4t/+29+GUmolEfibv/nBugbw3QCA01N3vXY6synzo6MjAMDjx/7Iu0QUgivgiwhejkLt0iB6Fa/Dib3KcqbFITaZhZ1nDbMou5h4Mt3JPH3NrPscSUIwUQumfj3LfSjlHzZC4MD0GamDWYF99XbM4rry20sQTbMDNjgspGATrca+2Zc/l6w0qBqOR3o5kUOTY9UpLCz6Fq7RZSrSxnDNOJTO2olwXRvCOkM1xy+vEdMEhk3yOoJZ772OZrIyLhLJ1nVDswXZaiI2xfdPHjtXZYGxc8GUtCT0UtmEOu/CjASxErJeCUwrsRdP/N3IILE+kNNcjEba9gnUE78Qqzqh+cO3oB9+Wl7/5U/599+9DdX31//ZoztQwvp8dAf0QBir170FtGUPw31hno+gMeZaKeF5vPDCZ/Ht3/638fa3vwNf//V/YaVthYhCcA1M38+nU8H7EYW6/v5n7VX6ax3HM8v6za7XZQ2zzdTwdCezL+q6ruOR6wP9QnDh+sBrohSBvevKYk5KRitJfQKQLHKUUt5pIwBkASAJF2ZU4nxhueZKanxhnUDNEaDjSGPdqDN/XeO6nAlTFxqNo6E2aYGU0AxCCWyWu7Y0muyFAFRKQ5cj94V0qk4T7Oo0K2WcAG4EJleAdUITXNVmzfPT6FanYkdwlcmNIKHRblKnMzOLEz+sycSJHHR8G3jgF2rcPhGtXTidX9IwXp5k4vJQ/R60LA1CdkCh+kTOWuJ3MfvsdruFV2EThtKnp6f41m/9Gzg+PsZ73vOd46hit9sFAJyfn+HOnbvj33/yxH1pOD5eTjwfnBDck1r+Mc3kjv1JBc/SnK9FLW6SxM2v9dmrbOLY1kXIGmYfuU4n86oE6wOlqN4+1Qc22xWjhcIRMcSIn/jliVTAD1FYVxtAEBeJUd4pe0GbHP9eawNroQ4v8FAXfQ1VAl0NpwKXl5K1ugCV/dkvMtT8H4F0AsJ0ZHPyN5NytYn5s+OtMppiTEKlUuiyP7MSTzUCWWUwMslYZIKtE5mN2GSGNZl7fbaaOW4GQQsNLjbvykKwOJIngqgs0KYSuPYD97bQtJOgv2CofjBU/xeYH3zo9YHTrL18Z9DH3/pb78bZ2Rm+93t/YCYN/JrXvA4A8LGP/cH4vwHgIx/5CJIkwXPPPbfUPg9OCO4bzC6C0O221+Krt26uY3HTzK8dDkc4P19/KtjHdXwYfTSCajSqcHGxmqDaVmq4sRNazBpm9eOR0sIE9tb4ATesPlBYJpqzM8t2IqFooVTcL9jkABD9EGFSkNAUIU5mAYEkT0SdAtLUF0FwMygwFzkfN6lMWw41h8u6gJ6XrWg+KspAawY0wRVsTiKATmSWoPSW+zczmAhMCoBClRR12rkRoFN3UHYRWNs6RtMINCM0rQUnOariyInMqgLZcsankYUGGQBiJBOAnFYGyfWBIX9Bncj1fzoBCbY1rDTosVQfCHE5cDj1gcDknrCOL/FlWeLbvu1v42Mf+wN893e/F/fu3Z9Z/qpXvRrPPfca/It/8bP48i//yvHPf+qnfgp/7I/9saU6hoEoBNcAI8uSPUoFz0cSW86vLocxGhcXfQwGm0oFz3JdH8Z5XMca5rrb3RSzXdjhLw7rSjmI9YGahPRurA+cLJXrAyWLFrGWThsx9Zsm2h8thArMFw7U2UnRQpOJk0yCkUipKzfJZSPpwIdQarawZERfxCptIZmK+E2n0AELqxWMEIEtdQaDYRPYbLaCRnBWRkN3Zucnu3pN7UQoCFy8ZlwHOo6jEsGkCTAcAce33fVmGWwtbFmCqwoWCuifw6a5+9JSlW7yjh2BrIXt3IISxtZVndvQgkl21bkF/cBfP2i7t6FeCtQPPhBMuLu3QQ/9x8ftY6B7y7t831Bqfanhv/t3vwO/9Eu/gHe96904Pz/Hb//2vxkve+MbPw9pmuIbv/Gb8F/9V9+GV73q1Xj725/Hz/3c/w+/9Vu/hfe9731L7zcKwSVxqeACSimUZYXT00CofEeExNa0X92u0qnLRgQnTTm4ljVMiE2mZ2e7sM8X/uKwDmEq1QdKUT0tvj+7qQ+Ut7uf9YFS5CxUHyhFCzk0IUWaGKKMS696Vw4kMCUxZjLR7oZD2xbOlxN6QjQxKWAkH8hgPabQ6cwsTytRyVyrHic2LaqkEH0VqXUPfGlsXSMxoQG6dQ/8ch/z2tItAGrfAbUyd35JASBwY7fEAJIctt2p8+9cf3FiEFfu85gWLvhcRzNhKzfKriqBqgw20fClhqUry/MOCIJ/4gGlhYHpGsHVt/X+9/8KAOC7vut/uLLsn/7TH8crXvFK/Ok//TUYDPp43/v+Z7zvff8Ir3nNa/Fd3/VdePvb3770fqMQXAKtFTqdAoAbTr1Os99NMU9IzNan9bdupjzZ3fUjgrPWML21R2I3ERHM8xRFkW099Q64h5dUH2iF914T4Ft1V/WB8jzk/awPlJoPSMj7MmlRRDo7Gc+6gfrAkIG1aELd1Ad6YG3EcXgkRDGZdEDo5dBit7F/ERCIgi4wCUULljdV1kIipdND/oEBu5GqHHnrCxUAa0to4X0rEw1Tznl9tdqskhw6Y8ym0yfNKcO8DZ28GgzlxKZSM5FNbVIg+zy4L3MYi02wdfcDk4HvvxqoKrCtnOiuKiiuwKPhQTWKAHWD1JqenT/6oz+x0O993df9OXzd1/258b/v3euutN+DE4K7bhbJshRFkaKqKpyd9dHp5HsxjszHPIub6VTwOtOpSxxdfTzXW2sVa5jFj2t97+l0+vriYoDB4Hrnex3XfKg+sBQMBGN9YL1f0gB8+dlAfaDQGuBG4UkDhOX6QLG2MFAfKAnqlesDhXPp6gOluciZGNGjkNmyJPRIi+baNuC5GJwvHGoDCRlBi5NQAAjdyACJ006YFLTQ5MJKQ0lTYEjDXDyaHSlYTS9XwPDU+94zALYlKCnheoQUgNnzOXzuDd797yPrFIK7YnmnwxsGEaHTKdBqZej3hzg97bkCY95sPdmqXL4+tdY4OmqN/ep2JwKvj1KEbreFNE1wft7bkAhc75cNrV0jkdYaZ2e9a4vA+oiwqjCV0sKJFiu9VqoP9LFqfaCwIlhM3/oXufpASTALakwZMSIozeKFNuJyuZlDyZ3IqWwjIk0MYZOJp0s8rkB9oE1yOYIaMoqWRKQy0MK+q7SQaxtD1ihiRBlibSIzxGii1SlYEHpV1hajmbZ1DG8xKeAaWIRrrSqOxVrWqnUsz7tuHculCK1jWaQXXXBrOQuUXUFEe9sbsChRCC6AMRPxdHp6MSOeGvuYfYeIkGUJut1iPO5u1yntRUb0NRijx53Zp6cXS/sDLso63tIkMeh2W7WdzflK53vV4xH9A4W7gKgRAyJRWrUpsPZtd+n6wND8VCFVHZwAIApM4fUwy129wVo5Yd1AvZYdCg9dnYjWMOFmDaGGL8lk8btCA4tVifM99O5b9tijYH2gkLJmlqes6BRaMLmu8q5sx5N1vMsA10ktUQVErMlb4vKQt2JIJIeipTbgf2jvLmd/sktcRHDXR7EaUQgGyPMUnY5fPO37BdCIrTxP0WrlGAxGODvrHVQou3kPXFPO+ZYaWlZTXkWRodMpMByWOD3dbTd5qD5QqsdLtP8WEarjk8YRSqm9VeoDtSjIEIzmeCEViBZK3cRGjLKIkTXSogWLBDPAQuTMZLKoCPkHzjOwHu+bArWHgtiypOWUtAmYJQcQtw2CHgom1Wlb7NAOCR0OGDUHxXfgWqBSdnzggP+fFMUFAAr5D0qG6Qgfn737anH5PvI0pIYPrkZwWyxeR8dyqmrH6PpB7lLB++Zx6P723fs2ZQ0TPq7lP9SbsOJZ9R7THzGMquc6MI+bBQGAiDEs5Vo9H/tYHyhvN1QfKDSCbMg/MFwfaADJSFpa12QgyUJlNBJGoKkN1geqcCOI1PEbShuL0UQjjqWrsg6S3iPv8mCjR6h2UawjhRhtZGZxNjKDAvV/Bjh/6N+5SaEvhPpClQTrB4P+htL+AVQHGBFUKgrBnbDpurxpS5WQLck+1wg2nbXMjH5/uFci0DFtbTPLpqxhFmWZ93TSTb7+Y17lGnvUN3ipd/UBRsToZIyLkYUiVwOnwCByyxQYF0OGVhm0dpE6dxwMa637fcZkIglPZpPsyj9QikJuzD8w4AEo1wcmILEpQuomDvkH+l8wM4tNJKZow148Eo4rUB9YykLPCF+QQpe6XB+YBG1lxG7j0Ni5KhCRE0Smm1Yi1AeaVE47593AtJMj6HNh/nBxBHPqN3K2xZFoZF21jqAfC/OLW8cwTwT/wvYxtGBETd1b4LwDjDZb9rNONjFebhccpBDcJNe1VNnWFIrr0mrlyDI37i5Nk728UH0RwWlrmKYpZxfHdR3S1I3ma+xs1nvMq11jZ4P56zITLDOGVfPwm30IZrpCaedHswgMrdkr9nIzQmlpLCw1sZteSwxFgIIFUWM6YcfbdP+rpi6KicgMWQwlaYJKqIkL1gf6nvHMYrRQfG82WR+oEjESKaV2WaeiWCutFeuGRP/AJIcWunJD32pC9YFa7DbOxfrB8L6l+cKQbWVMCi0JqawDc+GPiNm0DSWMZrNJLgtBk8xxFpwQqv+rQOJ7btJM/gSG/AUD9Y3qFZ+zl88piX0NAl2XKARrVrFU2aeLYXZqRQ+jUYk0NXve0DI5tkbAbs4aZhGu1wC0eTub5akscCFcylK5pSH2maUg0Ral9ScWK6thuXY94Vk7ucJYDKv56ybKQgq6GGVh2QlIRVxHLgEFhtYGpU6cAW4duWzczWAZTBVAuo5m8ay4lJ4/Si/vH6gCET/JvkVpsatXOmiGLGpCkS+pE5mSQo58BZoxxBq7gME1mwwI1KGJ+xZGuzEp0Si6ytqiNYtNWmJELVgfGEwry5Gy0HxhJdkMAWLKHADsxZncRR6qH5QisQD0s4coBGNE8KnhOqngy+xT1/Ds1IqLcZpsn69Rd/5cnUW7XUBrhfPz3sa7gtdBYynkjrmP4by5p2tglffPRQPnX5+KGAPhNFcs1AcSo/RsN0sII6E5RRKfigCfpaEiC9dz46RXxbPO0bpS6JcG825riZY7nDVZsALAk8hlczyKGKSs+zkAJzDdHwZDsQVpfSmyyXAyWNdylK+cLWYWDZtXmX4BnYGs8GAX/QPl+sCKtBh5UixEIkmJKWk2GSBF9AKfhVDaWJp0UqVtuT4wEPEKIXVZA6H6QEBL3oak5GihTqAkEavT4PJwfeEj//GBoM78ywFAv+J14NPDsTObJgrBA2fV6RquRnD3QrAoMuR5isFghIuLyzfD/RGr81DKee05m5XdjLmbZpG6z22P5lv27fOlhQEgN4xe6ReJI2/ETxanTgjMTzIZJQtMFtLgRgH+vhbGQPjyIFrZNBMQAICcxGu+ClYMJIpR8fzX43pprHcHhhhW152kdQRSEUD1Naa4mkQtwe7ntcgEyKXzanHa/G0UudRtOXAGvmyv7j5QHyhO1khSKOlLjWjtEzCKNjlMoGFCQrSN0Ym4b04KWWQG7INCETnJpJpBsn+gyUUhWBUdGKERxNX/+evvbN6FGfnrA6uii0TyXiy6MELEz7aOxbR21b4FLdQP2u5tUNEBCzWE+8g6x8vtkoMUguto0FjXdI1dfxOYjaTNj0rtc0ML4MT4cFji4qK3Jx8ouRM8yxIURbaz0XzX4Xzofx3SNZGpCkM7P+5DsBhKIlGQXXlC6A3nny+CFYSeLOaSwHhhcYSe0P2MgFeiIsC/mGGnRRNNVUQSoJW6+nppsq6z2JkfhdKJBpupe1bjyQmMI5fKFLV4bLbXxCYxHg1HbN3v1BFMYgtLBqRqk+s5IlMSkZXJRfuVkMNCSOhpIb1pTSELwcA9UKwPhFwfWJks4B/YgREiajZtyRFBkwMIdAQLhOoDgw+IwPsWqi/UeQH4A47gult4n++l84ip4QNmlVTwVSamyNu+GJJEo9UqFoik7V9DSyPEAWA0KnF+LteX7AvTTTi93nbqAZdtSDJphp7QKS54TEPye061FC20kJrTq8ofLcxTjYF3ZVkkKrC3v1YRC2JNRhNNuqLnIY2zE4ceA9LcOFrAt3Bm080DCa4JCKhgSc29bJTSKIUHuwIB04X99TdJYgZI1RHfWqg20crmmEjB6qT+uRORk0m0FkYpZ8Fi6zmz02cjVB+ocwBSnZv8JktNJkxajsilHRgp9ZoUohAMCrXAsQdtZ4TaRwBQg4B/YGA5BcbeSdFAAMBArk/ke685SDHV2Gsd4KHPcOOE4Kqp4MtMd75u82JoUsHDoUsFh0av7lNEcNoaxlre+YSTy8w7l9OR16YJZ19pjvWlU4avFdYoxsjTsAEApRA+cfVz85enGkITibxMEp+GxHG78jxkoe7QWeEIYi4QLZQijaFoIUtTWQLTCqzg0xf0SxRvVHS1MaYRmUSAMuCqxLhFhmZrUElpsJ5/whgEZUsgP57ZHzViWyegUX/mykoTg6qsYKsKTOQEVRPFhAUsjyOXsBZWJyBrAb4kMnUSGDvXkusDA0JOHpcnR1EBQAtCiwFoaX5wYD6w1SmUlJZOMjltHVquUyjJv5A0+MlL4lfZ/DVvcHWQWu28NOg6xIjggbGuVPBlJhdAk3TZLMsYFnNdYL8PXLaG6XaLvaxfnD6kJoLMvJ16wNDxSEwf6wuPBvC975lhXIzmL9NkvbYxgCRu5CYSQwwrCMzhqPQfb2bQ83S2EFhsQCHho6kDX+CkG7xWJIo5aV1FCuKUE2FdYzRsoENU3K7QzOHGr0m1lkKTCUP0U4RO5nRfTzwlkyRBdUmsDUf1/U3VMUXtesSv7FtpqHIIW09L4ZlvvwQ2GVQtMuvqSwDNm89OrJh0nCoHuzQ5rB13dluduskelyKZQKDRg5QoxKqkgO4Laef8SLSdqXLZH9DV/wkp9awrRgSrrAsjTCSxrSOxfrBqn4j+g3xyH7pogwi4d+82yrLCYDDEcDjCcDjaa5EVawQPiPWmgmcJTcdYJ7MNCj1UAXPTCfvRLDIvrbqPH6DpVGyWpSiKJoK8LzWM87lcu3jaX27iTarZa++iyIpNJJJINMpi5BGYiqwQtZPH1SVi1A7BGj8xWiiOhpO++snzkuUMgmy4bYzBUBKCkjG2NuJEEPHLbGiCiklA0r018OEp+xf+r6t1tNC7aZUAmLyu2ftd3QFeR8dn9tH8QzVlcM31qcdnwl0+jCq9Vb8MHtfMMchN3KiGkwqc8ctkgAFLyqWlmS+JzApkK1RpG1SOnO/jHJHJJuDPF6r/C02SDT4aQr8gbz/UbT08eQW4N0BRZHjy5BxZliDLUrTbruxpNCoxHI4wGAz3LhMTI4IHQp6nKIqsrkPbRGH/pEZwk6yS0maWR4VtmpA1zB5o1Cu48XY50jRBrzfY2ni7eSzyVjdeho3IHowgpn6HwvOayL/DVFsMK5/JtBXrDqUHSqIg1h1KTaxpor3RQkWh6is/RpEoBOVooQJL3SuSwAzUB4pdMcEJKTKSCXVwgkpw28JsYmWgBL9Fk+WoBCEozXIGIHo5MmnZxDopoEeTiB9NhZgJjMoYqLKOmF0+DAI4LaBsH00rzxXhlLQBbev6TgYpVVdX0lhojtLZmk1uXjO7uszRySvGEUywdelxW4JsBaqGYKW9Y/+UEI0EIHorAgAJ0VAg7C9Y3X41UnKvfTAYYjAYAjiH1gpp6kRhq5Wj02nBWjuOFA4Go2sEQzZDjAjukEVOuvN4y6G1xsXFoL64NncsmxIz60lp7+4qDTW07ONkFiJXt5QkZk/qAf3naNbLcCKyTwXbGLnZAyg9Qg/eo1hkuyw2e0CoO0yUFLUDRkIUapWOYCmlHBqTJ7eYBNaV6gOZMRr67wHihBRAFpikxCkoFDI8liaZUMAcW2nxuEeDgT/uxCxPOlEJTCV1G6eBYwvYyojCXE6XMzPUlLch1aFiVV89DAJGQ6/QtcpAV/3acpLgpgM1EcJsUhuZ33FfakiBqW7fIQVLLpppcbfeH0+u+UZwliPYvFsLTJcab6KZTAqq5xeKrIw8f5gI5e1Xzr3mq8qi1xuMs0fGGGRZgjRN0O22cXREqKoKg8EIw+EQg8H208gxIrjHuBRqAWDzvnSzNYLrZV2za3fVLNJEY0MNLfsUEUwSjSxzqYxpU+5dM+8cTV8fl69zyT8wEQRboqzo87dss0eqWNzu0ibTYJSCSkyMRuXxFzSKxEYRucZPdgmQ0sIqMKlE7ETWGiylZ8WCRwTqA0OlBLIJtZLMsQNCT5zHHBB6KivAUlerNgFxLCyD3LHrhJzgr0cmOPvYCP6DNmmJRtI2LaAF9wKbFOP9N5FMaiLGDHBewAz92x8VJ0jOL6amTzY1mu4eWRYnUGcvu8+C0mA4oekEJ6FKMqi6Y9hl2OuT3UQz0xZg0oVcN8qyRFk6hwkiV1OaZWlddz5xoJiuL9w0MSK4p0y6abfrS7duMdPUe1VVhbOz1VLa2466TUcxQ2nVfWpkaYRrWVbQWu2NCJzHpOnm6vXBLAtB6UpKlMWgml9zpEkWiVLUTitG5UlVa7JiE4l0vCYQ8RsI0Vyp05MoUB8o1PgRAiJSsLoJRQsVSe0akIWe1pDm94npVYY811hroFxOoDKzHJFLcnGkXWlJnnSyQkcvkzxlxSY5jGQbYzIxLR2czxuaRS0uRVChBFPqoefOOCNGLmIIO/uBzQqY0i90+7c/p9nTtcudpsWeUoQ0TevnpksjM/M4hTwcDjfiThHtY/aM6Tq0Rbtp18U6x8wRuaaKNF2vV922om7Xj2LuvpHFnfMCSeKEKzOjKLKdHtM0lyO6kyky82cb90bS9A55rJz0aEm1xcCTNlYkzR5G7W03H6P8noZhk2mhqUIFOpy1QuWpm9K0fH2gCpT4haKFLFi/yA0ool+NLBqYxbSwqw9cNiPBgW7iFCSkbkNmxr7aN7fzBUyqA5NQJINsBGxlgoTmB4uNPRCjjUBg2gmzWP8XWh7aPhCuDyy7993vrejDay2j3x+g32/SyHpcX9jttkDURlVZDIfDsThcxxf9mBreIxY3Vt4M64pqTfz1aK21aduahzxtDXN21lvow7Frj0OlnHBtznlZVkjTZOfi9DJN3WITaZVmG58OFHLT1BjVWZj6b6NYaBSRawclpE5jAgeaSIT6QC2NlZOjkJKPH4ExFA6KiOHTmG4k8XLdxKFooQgzWIrohVK7kmBScjdxsBFESlerRI6KheoapdpDhhyxM9mkkWMOpFNAEIKhVx4cOycZZAPi7GNLBkqINlqTQku2LUkBPRD8/9IWjNAoYrO26B9YJbnof2hNKk5jYaVRdlxtovOU9f7qtSnLCmVZjcetpmlSC8MEeZ6BiFCWZR0tXN6mZt+eE8tykEJw+v26jrHyBo9oZTEzK6IuxNqlfWT5iRvyOLdNkiQG7XY+55zv27l3x3N01AIQtg761OMUj3rzk2UnRYknfQ2ChVZOGGoClGKkukJpCYrcJAhF7rpuxItlQqKmUtCYiMxJZO7qByHVLEQLlx8rp4nFz3vIA1D6jE13hl5GKRIfWlK3sAp2E8vrBnbsXwYK1AcGbmBCJzKThrLLN4KIET1SgDA1w/kDClMxAo0eRsupdrHbGCTX/+lUNLG2SQtGEmpJDiM1wZhcFIIh2xbWGQBBCJoMGtJ85AIaghBM21DC8ZWde+P3x0UENxfAacTe2ZnbVxMtvGxT09QXLhqEIZLvI4fCQQpBYLep4MusGnFrRJQv1bcqm4wIhqxhwse2kcMKMv0F4vx89lv7vkX5lVJjx/1QpLW0wGPBP7CqBRnDzbmdFmEnBeN0MP+WkJsSI0/tIACkpkJpXRROE0ORSxdrYqhaJiqqDTFoNqWrr9TZ8FhkyubV/ogggcVooZRSVgSUQlZBXBfN0fsIRBKli0/6CNf+dN5VA1E3sVkDJHYEk9Ly2Bcp1Q2ItjE6K2AvhCG1gfua2MnMjOrizHtaWScBW5kcRop46RSQUrdB/z+ZULeyGAFGIIq7yPLA9kPGTeXRM5NtbXFE66xNDWqbGldf2G4X6HbbY5uapr7Ql2Vc53H/4R9+Aj/8wz+ID33ot/HRj34Yr3nNa/GDP/i/zvzOu971TfjgB3/jyro/9VM/hde//vVL7/sghaAxCt1ua2ep4Mssm950ackcSm12bNmmPl/TKflVOmy3GV2/zmSWbY8NnEdRZEgSA2stTk/leaAA8OhCe+vxNDHOh8t1BKeavTOEXSTRiU87I97cg67gyus92E5H6HnEpyYLZ1pix8LS/c31mDt3vRHcv9M0ga1Kdx0yoGj6gOvH0jhNLgtBcTScoMjkoF1grJxSYn2gFA10YkyyfhFDp3J9oDJiLZskIpkBkqKFOgWVfrEU+gIrpWYZJAs5k8MI0USTt1GdCV/MQ5mMQISLylD9n5BWZg7U/0FOy4LCy4W0MTPEtDEAcX0AGO1ICF7G2dT00eu5850kZhwxPDpqg6iDsqzGptbDoasvJCIotb7j/uhHP4xf/uV/hTe96c1gtt7n6Vvf+oX4lm9598zPXv3qV6+074MUgmXp1Hq/P9j5gxpYriu3SUtaa7dmU7LOD9u0NczliNp12GZH8/SM48UaWaRqr83iDK0LGKMxGpULG4I/uPBHGdpZhbOBpyNYMXqjcCRxHqm2KMv56xryG1ADELuFc2PRL50lRcVAxZPtuMjiJVE2AJpbWtuU6Avdz1xb9upaVFITxayniRDslegl1XsjYhij0FwfbC0sN92+UrRQQS6GE2BACrsFr45V6gMFg/FwI0gi1vCFvgWyMEGFoeTUrclAI6GZIRCRGw6HcjdywB9Qqv9j0mJKu9IZtFQfmLbEaGSVtWH6j4X1OzDCbOUqCyzPOzDCfOEqbcnziU0G2zoe/3ufSu1Go7IeQNEbp5Gb+sJWK8e3f/u348d//MfxRV/0PL78y78MX/IlX4LbtRfiKnzpl34FvvzLvxIA8J73/Jf43d/9t3N/r9vt4i1veevMz7JstebGgxSCANbWTbsurnMNTLo+R+Ni1k2yzm9asxG19Rh1b+MmkKYGrVY+nnEse8Dt9tvF5QaWJDFQC3YnviwIQUlLtlOL8+F8waaJ0fcIPQBihCw3FXrl/GNXxN4u5BCpthgK85BLQWA23c8MoLyi3Vw62/eaClNh6BHMRIwEDHATsXSC0klG9zM1FcVsBJYTmuxilqTrA2qaVdzvuPpAsaPCvyhkFB36AEoNETrQCBKM6AkefaRhxRq4VPYuXDFtrKRIZWDkXcgfsEpyJJKQNCkg2dIE6v9C3cyhsXQcWj9Uf5jkgCAEp9PCwG4jghLTaeTTU/c5fOtbvxDvf//78Yu/+Av4xV/8BQDAvXv38Y53fDHe+c7/AO94xxfj9u07196XCtSzbpKDFYK77jadZtEavNl6On/X56ZYNdW5LoPrabbhIxiyW/Gxi9TwvAYWYxarJboYEvpCVK8/ksyg/S+0MKUo5iSRKL23uam8UTuAxUiiVuzVPobsOFU9f8t+3BQT/zFLEUyjGO4jQZi87snry7R/BJ8mFi42RqosGDkUudIYW4uzRkRqtiDN7t/cyNhaUJKbc0JNxPJS5DLUrCGNhgs1eoliCwpa2rZJA3ORZZQkMkFi6tWaHFoQgqVKYSCMvAsIpdCUllALbahbWRTnkL0TF1lOkmckELTFORQheBlrLb7sy74CX/ZlX4GXXnoR//7f/x5+4Rd+Ab/0S7+Mf/bPfhL/7J/9JADgjW/8o/iv/+v/N171qtVStvP4wAd+A3/qT30ZrLV405vegr/6V/8f+NN/+k+stM2DFYL7xCKidJcWN80HTOqEDLGMNcyCR7fR8XzNmMFdCO/rsmq6XUoL54nFUBBskpiTIokhMSdF/KT3PdOymJPrGf2m2IAVZzAbwfiaII/J02BUnge8InbRR+9+Af/3KkJVJ6YrBkYjYPrWbRQwZOv9aBvFsJTPavL689tEKZWeiEcnY3mcEtd1t3FTC+gEpR2bDXMTxWQ7uwuQ3HBgkubFzCdkdixF1EhDB9LGYo1dMAIvH5shK/6GaCvDLKaFGQQtHTtpKGH+r1VG9Ad0y/3RPCYlTjthhOsHRwcqBKe5d+8+3vKWz8fXfM2fxZMnfXzkIx/G+9//K3j/+38NH/nIv8fpqXwOluHtb38eX/M1X4vnnnsNXnrpRfzwD78P7373X8f73vc+vP3tb196u1EIrgXZAqUoUuR5eNTaplh1f8tbw+wOafxaiNmxgdt5s9ptZ2jtS7cvIpZFIWgshuX85UVivR6AAMKROY+AKUyFodBpLHkWGuUXXZosRoJIlKKQspWN3KUcXFc4Iun1ABAvMxWwyREbQcDz7S3qC4qIXIOPZ22jGEOrmx1d2bYCA7o19aOJwCRSIFuNRWUjHCcik5yIZDsVyawFJbOLVNJ8d25WGkpotmCdAkKTSnBih2CXA4T8AQm2d+rvRjapaKuCvAMSOqWd/59/eZW2YMSxc21owZKnSttIhIhglXVhzh/Iy8X6wi44La78/NCE4HQWkIjw+te/Aa9//RvwF/7C/31j+/wrf+U/m/n3H//jX47/5D/58/ie7/kevPe97116u1EIrgFfRPA6HaqbZToiuDirWsMsdGQbsLZpxvOVZYXz8+XH822j9EApqusB1UrpdsuuY9i7XBAhmbFewZbpShRd0jLJvDpVlRjxk1KwqbbeKCTBb2wNuBRs6Y3a+VO3brm0bHk/RAVGJShQo2RTbWkCig50NcrlDyw2sc2dmVx/aCwIihTsdMnBpZOgYOuayDnHBQXi+n45FpBTmyGCtiVQC8wmRU5jY0uqj6WOXLJ1Ec36bzFtzPLEjrA/YCH6A+q8DZZqH1UiOwWFbGdCN66gO3hofVlEs5HT4vPSwsDuHRquS3OadukjWBQF/tgf+zL8H//Hz620nSgE18A8MWOMRrvtBmGHDIA3zTIfsHVZw2ybdUQvt3VDMkaj0ylqa5hz7w1lkTrKxz3lrW1TxDgXagcl0SWlaBMldwRLncaJYZSe7xWaZDEnnYo8AYblchG/RMmTVaSgcqLkCKfohxjwiZZQkKOFSvBaDNnZKCI5UglpZjJE4+zgODxFk0hzIxSa7QJQpFBRXYs557QrZpRewUIgLoG0A1BdrceNwARACqoaTSKtPFV7ydYJsTqS2QhLJzIrJzoDQqkMdCOH/PuC9X3BsXOyDZWUlgYACm0/cHzz0sLA4UUEmwvv8I77KgcrBPerWQSYvhvleYo8T1eOSK2P60UE12UNswjNqVm1McPVA64rerlcBPU6NNfIaFTh/Fy+sS5SRyl1C7fTCufD+csVMS6EJhLpQZ+ZCheeJhJN/rnEgPxeZ7oSavzkJhKjGEMx4hdqmJm/XBOLTSR1GMq7X3EUniCoFMnRQq1kgSr7JcrRQtlPEfLcY7honLhv/6bnpoOndgxpSkqoSxrKuGaL6Q/VtOZVGmxHk87xSx8+Vsb7ypgZpDRKk4JAU66TdZkJM4iBqp1iHM0kZ0Sumo5zW4KzlhsnaEvA2rEotSowdk6noi2NDdjSVCZgW6NTaKH+kElD9aT6QkLZvTfzs0MVgvsQyez1evilX/oFvPWtbw3/ssDBCsH9ovYbm0oF9/tD9PurW6usg2mxJbEJa5gwq9fjNdFX5uvXA+6CdjtHmibo9QZru0YenPuFoBYCFO3U4sJnhwJGf7Tc9IPGA9C33WWbSFIt1wdKb32qpQimLBITJe1XTgu7aKF/uSS2QmJMOleKWEwbryr0xOWKZD/loNATZirrkO9hoP4vcJ8J2cqIRtDKTI3bmzYhqoWcTqDLPrgOP3L9BjavVhdtN0klvZxerVt4TAo16tdfOwhMTljWB+dqJ0dtYCqCCTuJWFpTgKqRq92c8x7YpAj6F0r1jVXehTl/2b+8fRu41FHdXMOHJgSVWq+A7ff7+OVf/kUAwGc+82mcn5/jX/yLnwEAvO1tz+PjH/8D/JN/8o/xFV/xVXjFK16Jl156Ef/L//I+PHjwMr7lW75lpX1HIbgGmtRwMwt2XdYq6yRk3LwJa5jFjsv9vWxEcLYesLeWb2ebuh9N11yuc5LMoCRvxA+QU6VG+V9skVQYCGLO3y0sC5TcVBhYoYkk0NXrE1VGMQZSoMi/KGgbI60dWle6nDR4aSFIgdpCRSQKQelCJwSiifN7OBaDOSAitTxFJbB5cVxeYIoKQ8nehDqVDbKVEZtUQibW5PWSczWQSZrAjs4n9ZLTbxG5JhmasTBS47UBJ/Saj22TyWKiOnpJYG3AaT57bfBEVFplgA65N78Rk7ZywtKWwSacy2lhYD8ia8swEbDr2d7Dhw/wbd/2/5r5WfPvf/AP/ifcv/8MRqMS3/d9343Hjx8jzwu89a1fgG/91r+NL/iCL1hp31EIroHG581ai7OzfUgFz8f3cG7E1PqtYTbLJiJr06wzM+yilsvVXIbeDikamGkrWsMMAqLLV+2TJ4H0rSA+leABmKpqZoLIZSTB1c4Uzvq+8ypH/LSyqDzRwqBtjAL8JcBWjFKu2ggiFarLHtSBaGFI6Ml5XXFUnpLn8IU/d1JHL0NOC2sj2s6QNoDkkRcyqV4h2ggAdijbylQ9YTYyc2As3ezYOqqLI6drIVVVXu2YrjUlM0ORBSUukT0tH7j+AzKokvu1IKxn8RChDoFidPLKK8d1+Knh9Rz3K17xSvziL/5r8Xf+3t/7H9eyr8tEIbgijRgBsNci0BcR3LU1zDIeh02n7eZmNE+nq1dn9ail3Fn9pE/opFX9mwAzjWf+FqnFqN+MQ7t0XNpiIIjEUGRu4Hkehz0A/csSzV4vWgo1kQgEo3ZSE4lmsfHFCtF2o+T0q3TNu9Suf82gbYyw2AREpKtu8287HNETUrsIfNLFCSp0tVN5Gq0lQ8ZgI4cYTQTk2cbMUJJ3IQgkNFKw0mBJCBo5GqmLNvhCGOuW5OLYu9A0lODyqW7qmfPY6ExlYIuTK+tN7m37+ez0caiRzHkcrBDc9cmfzK0l9HoDFEW2k0kU12FaS2wqTblpVomsLco638NNC23LwL/7bOYVbbfaJR5dGGhlYRTDKMBo5/9nyNUwKQWkRqH58k7UdHwqaFXB1l7FlgnMztQ4ZOjsE3tGrLULNZFIDSiM/si/shEjfoFoIXmtEkGB+kAt1uHJkcZQtFD60qmJAtYvSlgeso2Rx92FhJ4kIl3oSdi2UuK45tDEDmmKCjOLU1QWShtXgpDTKZRUf6hTIFB/KFFaEruRQ2lpn5XPovsP2eqUxcnciOqh1ggeaiRzHgcrBHfJ7JSNCxBRLQSXb3jYNK7L2l24zRgza3dvDTOpEQxHeiadtuXGu5ndMa2y7qSLeVWhLd1nXj7TXhFIxDjtuZt7ZRUqi9lUb7vC4978m//dLvDg3G8bc9rX0MQwiqEVQynXWasUY1QSEmXrebpTx4M6ykWExu7NiUsXLVGBjmASxuClyqIU1g0ZRYu2MWK0UBbFsl2NbBsjxeRUqLYw0E0sXVQh25hVhB4FhN4i+5aQR69RIG0cmJusTKAbOSRSZULRSCVGSiE3sSA87UQSwW55YKxd4PjL1u356x1oZO1Qj3seUQhekybCMz23VklOs3tC861lesrJNsRUmMU+Re12jiQxW+7GXu591Vqj09lOF/Nnnvg/wseF9Qo9rRinfSEtXFZoCs0vc9J2ItHy1W5YrWwtFOafu6N8hLPhVcNZgsVRNkJZ6RlRqaieUgE3+i1VdTVSo0bqv41iaCJU1k3SmN7/yrYxwrokrBu0jSHJh49FIbeSbQyAUvA1NVrJzWJBoRfwD1wyVQ5mQPLYC9rGaFEohr+Mrlb/J47EY4Ck+j6QPM2EtJg2ZtLg/rn3jsakRf9BhhJta5jD/oOSEDzEqFqMCN5AlFLodHIoNc+nbrrObX9JUwMi2vGUk1lCnyF33l0KfrvdzMvNQG6ixZvwkJxXevCZx/50jtQRfNJmPPJE/BQxzof+W4MUieqkFc486xIxLkbzl3HtpNavzNyoSmFKDK3/mFppOWNXQ7BQ5FLhhSlhmUDE0OSOg6iZqQtUrJAodxST43HnOlEWpSWvsF2pESSw7rIDC2iBRhBp39J1H+omJqVkI2kpzllPAPFvW4tCL2wbIxNMG0tCDgpKWG6VgZbqA00qCzGTgUZCfZ7JYKT9mwxamLWuiw74zD82zia5OC3Fpi1xeZW2wSbzLD1MIXgIAaBFiUJwASapVDs3lXqd9OYu0FpB12Zy+2dt4xfR0+f99PRip6N8FqHVypBl6QbqAaebVybn4GxAOBv4heD5UGjKEG5inaz0ijlFjCc9wUol0YDnedROS1yMfOOnWGxcSQ1j6NmuVlc7oxkKFbtu3lRbrwDNdIVS6FJuJyV6pQZgoaiOVBLXafEKpTVQVPdH1qnrSRcmuVnMzT+bY+NGrHl3G/D4C5lMr2IbwxiN/ILBGI1q2aHJzGCx/i8k9AL1fyE/G7H+j+TUqAqkjY0BCefN1dcJ64dEbPC1r3ZvrMrSE/8fH4C8gUB9YVncEjd9iEIwpoZvEEWRIc9TDAYjXFzMD73v80XcdKwyA2VZ7pkI9H+Idp3Cvs5b6uoBc2itNzKT2Xcsn3ns//i20woXghn0k56QDhUiiZ20xLlHzBEYZ8JbJRlbF0mFocezEJA7jYuk8gq9oMDUFqVn+azxtRp3Yjd0EqDnPccMo9k7vq8wJQYlQZNLIauZvxkja13jTr2tRlwqRTBGoxwOxrG1y9cHEQt6LGQyTeK1r7XydnUjaBsT8AcMiY2gP6BkIqlBgr8faQPyzTwEwvV/gfuFFG0EEBwrJ3YbM8tpYWY5rcwMBNK6UrQRgCyS4U8LA01qWFx9L4mp4T1g0+d+uqv2/LyPoRBWb9i3iOB0x6pStHfHN01zaERAu13U0012mcKWLVsapo24tz3VRBKCRcq48Jy6TlYJAkYSN86dA57tttMSPc/IOQAYCandTFuvEDRzIn7TSO9SYSoMBeNrac5ybiSvxPCM5pEQaXTSTqFkAJd+T5OF9KqOW4TTKxFbWzfjAKmtAHINJUQ8E7F0JY0W0+IS03+LnSCM4cD/wNc6gRVr+AI3bUksMSCOlVPytBGXD5d3LxFKG0tpYeaAkCMdSCsnMGI3cgZd+tPK1uTB5SY0lk5arhKxW5hJoSqOvcsPuUbwEI97HgcrBDdJkmi0Ws6iZNGH+7I1ZZtgns9eq5XvzfFdpvE4nFjy7GMK+yppatBq5Vsz4p6uERxVwEuCkbTkt1ckjJ7neX251u4yA884OsD57fU8z+oircRxdVLHbyupxChkTzjeRDGGnstIk0Vf2K9W7I0CuVnKguWMZvgaxSlguJ1pFrc9nJuaVWC4qKJUS5mbSti3sxiaCFxXZ6ngooymbtqh5m+4bnFF5CKVWoOtBjODrYW11nUQMwCwXJgIyLYxWkuu3QukTlcQciCxPjBoGxOq/9OJLGL1/LrZyfoGEDRyaHnIFoZ14v3yBwCm1QE/8b9+ZxsjuQEcpqA61EjmPKIQvMR0SvLior/wG92Mmds1/npGDhZT7xJj1NiS5/R099NNQruflAxMuse3yQtPDNgTkUq0FTuCJZEozQgukhKDyn/LkKxfMmUx8LicpYbREyJ+UnSsSCpx1J1k7VKYCj3h9Yyk1yN6GkLsNJZnHsu9qUYxBqJfomy6LX2nvWq6XafD64NS2l4d71dNr29heb5gVwSAqzoOikmzTuNlCYBrtdJEKo0mEAHVqAQTQMrU6WG+8gEVU68Muds4ZBujE7kjOJA2DrapBG42QZPrULfyysvlL+Sh+kIpLQwcdo3gIR73PKIQrCEitNv50inJfbgepLq6fTg+iSyT6zB3wTxhv+p1sgyTm80kb/dpwTamm1s8vJi/PNUWZwPBNkYQMHnij65luhIjiaWQRm0lFU49Yi4U8TNC1C5RVkztSs/nVFWi8bXkaRgyzVbCugQWJ7pkBt5oLiCnqw1ZcbqKItkzUWpu0YEpKHmm0e9bMMi9XZey0m56y6VzNtYnKTRbN6Vs+vC5jkoSoGBBuolUOmgq/a25BMCuqaJez90ULUDaRf18Ejwk1Fao/3P1e1L9HwK2LiSPlYMK28IEty/ZxjCof+ZdDgDdV74OQ0owHI7mllgdamRNqSgEnyrctIocAHB62kMlpCD87C4iuKg42YeI5TTNcQMYR2D3h6sf8F2nrqeHnH/2iV/gSO9zN7d41Jv/sU+0xfnQv10pylUkFU49XcpaWbFxReoGP24RToXLYigJVxNoIhFEotREAsgRvVTbpaOUmQ5MXhHihZoCM5E1wwoi046NGa8S8kQM+RqOxAYqlmcmz7FNAgCQk3oU2LfRwND63w8FAuui3gnX0ctmvwwNC9L5WFhS/XuN3Y2GhaXcRSuZXQSPnaF6qP6PTSYLsSQDSfV5JocZ+oWYTXLowHLRFiYpAstb4v45baEyGYo0RafTgrVcC8IhBoMRqqo62MgaBab3HBIHLQTdtIzVttFMq1jV920dx7IM080KkjjZpxpGYPa4reWtNlkswuX3s0m570Pq+sGFwtDX6UqM075k5SCJxMorEo2SRaLPZw8A2kmFM6nGTxCJLn40f3mm5UYQ6S0qEnldKXKWB8WaYK+j5DnMkjUZwUIKQCfaiuls6XwosqLQT9RV8/BLWxeXSXY3WWpEyxodiFSGEB/WDIxtvcmFHC0AkEuJK0UobTn7sZn6byWZWDNDKe3qC8n1ylCzm1pMEhGsTgG412m0wmg4dEKS2c3nVWZKXM4SvKWv+guhcqJAfeEoP0H/sROKxmhkWYo0TdDttnF0RHXQhVCW5cEJwkONZM7joIXgKkxH0dYxraJpeNgmjTVMVVU4O5NFrFu0H0pwdkRfD91usXfRymnyPEVR7I+VjdQtfKsNPPT4zipinAppYeme1skqnA7mizlNLIpE6a1tp3IHc38k+B22NB6ezz9qRSymqo3QRKKIxfo/o9grihTJNXpOCC4XLQyNwpNQJM9EDgk96dqgwBQUEzCwtuJYuBChaKLYBg2llGh5I68N+Zba2IuM/766TJFCc6mNAKc+TTGzedL15278jJlkn4gZZPJxWnsSrawlLQOcdSdC0tZ/swW4Em1lAASXi000mK0PLMsKZdnD+XkPRECSJMiytHa3SHH//m2MRiWGwxEGg+FKYzm3waEJV4kbKQQXjaJdl21qmXY7R5om1zAv3o+I4DzT5X38LDXCvtPZByubWR6eKRSmqn3tCBUTKutuTM56ZL7QOMotTj0G1IpYNKeWLp12WuLck4IlsJgWNsLxZgHrl8Go9K7bMpVYWygJrlwv34CS6kpMQ0qRxlSFavj8XzYJjFIUoHL9J4S0MEEWkUa2B4SC7NwijsNThEoQaloRWBKCoSkqCAi9kHehJGKZAZbuGRTwPlSzJtfjG3gt+2pvxDq2OPs7BLBK67R0Ov/wlIYqhwCoXq3Zfn1GmKC4BNIOZusrXQqcmaGrIaxOnbC01UydJRO5juF5+2aMawazLMFwWGI0GiFNnTB0aWRbi0KXSt6nrNHT5CEI3EAhOImirdfyY1tdw/OsYRbBpTp3pwSd6XLjy3jVdHkfROpl0tSAeR+sbOpv+0Q47RN+/9PzPraMRDOUZVS2crN3Feq5ve78arJoJ9bNg63rrhgAMyFLLHojBa5n605fKyExJxlQt9JK9BaUIm+5tjjziCpFFhfC5JQsM+iV848rUVYUmFIjSBJsBPEugoIcLTTaolpSvKaaxeUQRCQCQi/R8qg8BWlmMlCJBtZyk0lqFIa+0C0ArRRKQelxQMhZybImsD4pJQo50rK3ISnZEieYlg0ul6d9gAyIhrjSuVNjTeqmpdQikcf3BLddqzPgUv2i+/7s7i82aQMqcAzuQGCtRa83GAcHksQgTV3E8OioDaIOyrLCYDAcC8hdirCnaaoIcMOE4PWjaIvDvPnZg6FRdzK7u2KbZhzm+abLu0irSySJgTG6Pt7zvRpt97GXfB9ZQpFWeHThv/F2ckLP4wP4zDHjpdNmXYZWbk6vUYxOVqIcKWhV+8rV3ZvO8gMoSyDXpROWdd2Msx0hJIrhK4XPAxE/KTrWSipcCALzvO83Zc4TqXkl1EQidUezKBLTgOWMFWv0lo8WAhbS95hUyyJT/mTKaWFNLE8qUSTWD4ZuW+LcY3BAyGnRxJoUydNEQt6FgYMPLw/Yxggidj3LA/ufc/zulLhvmDbriOtP1rmaYh2NSoxGZZ1GploUOmHYbjuP39GoxGDgmk5KaSrMBokRwT1g0QaNSbcnXSuKdr1j2ewF0fjWLVunNpmHvN1vMU0ENtSMsy8RwaYe0FqLsrR7IQKnT9nHXhTGymWMc8/3m+NWJaR++ZLvIKGyLt08gKvje9SbXx/YzUuhMxcoR4Rh6WbuNn8aMalRgccGxZhRHAQXhTJkwXAmx5YnkUrpesl0iZEg5rQxgMeLLyROpc9Oqq04t1iKNGqS6/+MsqiW9C286g946bi8SwAg0C1MslbTBHgCsw7xZsQYCQ94RRAdHozRYjoxlBYWJ/UBcs6ZOTApJZRWhux9CBKXh0ywGQQleCcGp6EEbG8AwGZH4vKGkI8gM9eCbwjgHForpGmKLEvQbhfodtuw1o5TyIPBaOPdvE3QJwrBA2G2MeFiow/2TaRe1+VbN8+LbtNMj7iTIrD78llqIsa93gBaq71rYOkNgRee+MVAX5j60UoZZz6RWFicDoTomtAI4qJr85e10xK9WiRW1dXoSmUJZ1dGpTlut4Z4fH61tkkROz+8SqOx+miEZZpqcG3nMV0yxUAdpCAwGBf9+odz3t9EQWgikSN6RrEQeeOg5Yy0XLpthfwBtWJ3/j1UQkTeUGDfSrasCUXspLRxmhiUQjexIpKPzSgx8xqq/+NAxEychKK0v5sYcObYwnJoA5IOXhnZCDo0O1kn4vLgNBSTgYTlVmdgM7828TLX7b6tKoter49ezwVEksSMu5GPjjogopmmk0XGw16XmBo+IBohso3pD5uwZ9lEU8s2IoLTc5oXi8DudirLbN3lBUajauxvuE98/GXjtSZpZRZPen4hIdXT5Slw6vl4dLMRLjzWL4A8l7hILPqetz7VFc6WsKOxTMhSi/N5ArIHAArdDN4o5XE+xOM6uqmIoYmhtZtiYRQwgobWrjCe2Y1Iq0ueYJR1wmMqUsRwQomIgrOHJaEnXf2KrBgtTPTy00QMWfG4Q80W0r3ECT3/cq0IVtiAJnkymlj/B8ZAmItMRGDhhSkld8CoQH1fMG0cTCvLhNLKIcJp6dD6cn3iomlhYPXu2yaN3GwryxKkqbOFa9LI000n63mOxojg3qOUQqeTQ6n5jQmbYN11boumVBdlWxFBVw/oPnzXr2PcPr7jdTWfOz64Me79+thLfkF2nFu84IkIdnJ5mogkEouU/RG/bBLxm4ckfDpZhYe9+UJQE+NMiFAmmr2zT12E0r/u9PO3STePLICR61J+0teYfI5nj+8kH3kjp6mq0BuZcXTS/e2+HCowrCIomnz6ZroruanR47lNXcGRdFI0MBQtlMvkxDuFIlnomYDRMwVyr6UktMByt3FAaGVpikHfX2JDJFl3Q44mAmK0EIDcLcwsRwuZxSYUZpbTwhyYrcwMKmVbGLLycpt1xeXj7axZUDHzjB2c1npcW9jttkDURlXZcQp5OBwulSWMQnDPWa2hYkWGPZiPfgBsEsCkYJ26v039t06AJA12Um2yqWWTgbfGnHs0qnBx0Vs48riNRpt5zIrty8fLQOBb77bIshSDEeMTL/m/bEhjyTq59TaJdDKLc8E2pi9E/FpCxC831fyoXY1U09bNS69nISBHITsZ46FnEAOBcSFEIQtjMfIsJ2Kx+zlPLM6FyGluK6+YayUlTqf268amTQlKAJWbfwGjlTMdHo0AclMsSlZXRBXXotIEvAelL7DOZNq7alDoyQT8/wCxvi/k/xeKZA6HAd/YUBhUFHphWxhxuTayP58KzUZOQZVQR77IcsE/kElDS0KSFGza9m9/ik0LqqqqcHFRjadWpWky7kYuCpf1aZpOfCPw5OPeyGFvnYMWgpffhKahYhcza5kZlBXQn/59qLMHc3+nPH4W+sEnwUrPCkSTAkkGaIMkL4A0xzkrVCqBMimQpGCTAToBJylgsoUE5eXjAzZnITNdX3d9c+7tf5pCx7svH/DmOH/3D9krnjJj8ejCL1qHpf89b+f+iF8rLUUxJ0Wp2lmFR96In1yTKH0naKcjUZBJ3a+dLNDYIkTO2olsfC19aXATUITaQmJMP9YZtTckN+nVZJIqH79XaX1cI/SEc2kxwrBSY2HZiExnJ8QYWlVPu3BCksC11Yx7H1zauIlUzm5bTi/K00Q0kTguL+z/J0fsQrYxkvAwRsOO/PewcNpYBbqNNaSkNwUyS8F7eGhxoBuaQ7Y0OhEjkjbrLhxx2HZFUCP2zs4uoBSNm06KIveOwJt/3OsTgn/4h5/AD//wD+JDH/ptfPSjH8ZrXvNa/OAP/q9Xfu8nf/LH8L73/WO88MJn8Nxzr8U3fdNfx5d+6ZevfgA4cCHYMF2Tdn7e30hxaIgmpVM992ao3/mFub+jzx+CSbkh5cMeaDhbbEu3noX9xO8AcI+V6Y9j1b0L9eizs/usBSWSFLZ1AipHE1HZiMckBactQCmUJydA6QqV3bJaUOrlL4PpNHxTX3ddtjme7zr1i7vsFZn2XTw76+Hffdpfs3irbfHi6fz3sEgsHgu1gwNJJKYWAyHi52v0AIBKsFE5Kko86s0vJCfIU0oyw+h56w4ZZ32p89Z/104C85CN8htfGwVx3cxUGHkbeeQpJq1ENreWnvqaLPqlAjC/frGVlOhLUU5dXTq2SZSSwCgtT0amTXV/O7FZYWLgw1N/ADBDadl2JtRNLEUTQ12oSmkxmijVDgJOSMnliYH6uxWaUADI0URAbiIBQIFJLsH1pVoCANU16wOB3aRYrWX0+wP0++5rmG8E3mAwaTq5HFBZx3F/9KMfxi//8r/Cm970ZjDbuVnMn/mZf47v+I734C/9pW/E88+/Ez/7sz+N/+K/+FZ893f/f/CWt7x15WM4eCGYJBqtlqvxmudRty2aC6J65efB/P6vgOa09lM5gD2+D3r0mfnbEGpi1JMXwUUX1JsMAG8EJYY9IG1DvfSJ+dtVGmyBQTm8IjABoLr7HOjRC04Umgyc1iLRZGCTgNMCMKYWjpM/umijOO6CL0Z4MmRY0kuqp/XWV/oI+RleZTdKcLpJ6PT0AsORxR981v/7UrH/UcvipTO/SHziidoBEOfWdnJ/jV+irDilRKpp62almGKVRNNxG3hw5tu2PNO4lVY4Hfr2y4EU+Ug8ZslSpgjY1UiWMwSuhd58soBvoWidMtf8msbTbJxIlNLspbjvjF3aWREmArKJWIJhySJJjXswjrtbnZjUsLCo5+7WzTzTqFUb4gIrK7b+gBozwAFbGGE5NbOJ/b8w99ky3jxpKKF+L7gcKmw7I9nKYPH6QGC/au18I/CyLEGrleP3f//38a53vQuve93n4I//8T+OP/knvwqdzp2V9/ulX/oV+PIv/0oAwHve81/id3/33175ne///u/FV3/1n8Ff+2vfDAD4oi96Bz784X+Pf/SP3ov/7r/7Bysfw0ELwTxP0OnkGA5dKngPriVQkjox+Infnv8L0rexxy/AFl2oKbE33i4RbPt4RghOo568BFZ67rc1shXsrVeCXpwvFNXpA/DgAjRwxVWXb//V7VdBvfjxuete5G3wxSmoHrA+IxbTDHx8Dxj0gCQHkimRmebj36naHehOBxhYIHUp8HWH4+R6wKvs6saUpgatVj4zP/pTDzV8/U5GMR6eL+cvd1RYvHjmH+/mG0fntitE/PIKj/rzhRGt0ghiSlHMSW9ZOynRr4QUqmRebWTRI31hyBN55nEizDx2ljNSV7Zkbh0WkVK6OjMVBsK2QyW9Uope02QKSsUALp37RsD26i7wyyPSMmMxm3iYEpIEJGxdlqEeqzmew1sLSQVbp2ddZBPj+bxNo5jcDVwJ93AVmiYSWK6NgRWFoIb3AwLUOXX/YigtL9fJ7Fi7K8tTkPUU4QLgpAWoxWXFPgnBaaZH4J2eusxXWVokSYJ/+S9/Hv/yX/48/tv/9r/Bq171arzznV+CL/7iL8Hzz78D7fbi0dAGFehK/OQn/xCf+MTH8c3f/Ddmfv7VX/1n8D3f8/fD9a4LcNBCcDgs92YG7HTIuHzuzV4hqM4fwLZOoC4eXV1IBG4dAT6xd/rAL/aqIeytZ0Evf3LuujQ49x47Dc5hb78C9ODT85ePhO66/jn4ziuBlz7pjmtw4f40nD4Enjyc/P6l9e3912D06Y9iNLWMSTlBmOZA1nZ39zSfEo/uv7lou7bHNHdCM50sQ5oBJgURzZ1vvAjbTg1Palxn7Y7800SA250KL3sifqlmPBLSwtIUjKO8wgPPlJJE+2cWA3Kk6Sgr8cTbCMJiDV8rtRj2/Z3Gj/3PJ6SG0fc833UgLZwa6xWCilicaZyoEkNBgErvQWHkucXS5UmwGAjRwtxUGCy5bUBuQAlNQQl1QYcyBK72cHp5LfEYULBTkcyr2zDEYnVhQow+NwISM5FKwKXbQVw36jgB2tRcEoDEKIwGDNjKWQ9d2n7wlhKa5rHq8sC0klWjKddJC69xtxvHWovbt+/i+7//f8ZnP/sZfOhDv4Vf/dVfxb/6V7+EH/uxH8WP/diPQmuNN7/5rfhP/9O/gv/gP/hja9v3xz/+BwCA1772dTM/f93rXofRaIRPf/pTeNWrVotMHrQQrCreCxEITF/IBO7cRnXrldAPP3Xl94gIqugA84QgAmKvHMCePAN6cHW7AACpwPniMXDrPvjhC3OXk/AVn568BO7eBp3Ob4KRoIsnsLefBT2Ynw6n/tnVn7F1UcRBD1x0gU99dP7GlXZCcDhfqPL91wAPPouLrMB5koEbEZnVYrFz4oq+sxxIi/HPKc1hj7qoOh3wkIEk3ajPIRHQbhdzTcMtAx9/WYr6+I/rVrvCS+d+kfhYaDCRI4n+SSNayY0gWnj+dwJziSXx0clKnHlTuxBFUTupcCakdofCuq2kRK/0rytFGtspiybgRjOG3ue2XFsYmpAiX86BaKG2KAUBG5qCIpUGUGDuccj30Ch5LrIOGGA3/j7NHG53wM0CgJVy3ofTwmXqv41lWLTG9TdENLayGZudq2IsMpt0d9MRXnEJa8ilvNkCzHVNIbseHimtywjYxgBKsIVx6wemiUjdylh8mkjDvkYEJZ555lm88Y1vwF/8i38Rn/3sY/zO7/xbvP/9v4Jf+7VfwYc+9G/w8z//c2sVgqenLjDU6cyK7G7XnesnTx6vvI+DFoL7RRMRdP+qnnvzXCEIAHjyImASoJxTR1gNXR3hQ090TqgPUWcvw3ZuQZ09nLucssL7XZgefhactedGDokIaHcBjxCkh58BFx1Q76qoA+Cic779PnkAvnUf8AjUmeji5XVtBb7/auDTHqH44icAncI+fnnuYr77SvBn5qfLLwAMn3sDyj/4vUlEshaMVAtG7t4CLI//jaxeNv53DsoKUFaLzCS7ItwaM2siNdc0/JMvEx48LJEmhETXY9q0E1SJBkZDwnFW1ddd82ih2uSYkZsKZT0ujqeqQ0/a/tpBoyye9P23BumefZRXeOJLC4PF2sHMWKERpBKbSKRUpatXE1K7wrp5IC0sCVutLHqCiNQoId2CpRrNInRcIaEnCLmQ+bUmFo2eQzORR4IQSwJzj3WgmziEbBkndzoTsWiA7bqsZ5czT6anZInB6MqX9YkkhDIoRxZQ8xupFBHYTqKPwPTfDLIWRBZUp7qJ6/9uRCURqOw5QTfv1YemiYRsZVQCTq5nxH+IQhCYHLdSCm9+81vw5je/Bd/wDX8Vg0EfSbLYRJV9IgrBNTGZ5VvXvtz/HHDaAg2vChmyJcrjZ6B9kT2pxuT0Zdj2CdT5ozkLCcjbgEcI2gefdqnV0dVvdQTAHt8FveBJIT96wXUXz6mPIQB8dBfwCEF68GlwkoHm7BcAqOh4I5V49CJwfBd4/NL85X1BKDKD77wC+OSH5//Ci58C2kfA+ZO5i23zepjHEUrg4URMv+r1sB/7d979851Xgj87JTRrQUlZDs5bUK0udJLgYZaj0il4SjhynoOSDJ/5VBcnjzsY6QJDXWCkC4xUBpDCK25ZfPLB/Ae20QxSVHdm1mktVSLRQGIYgz4j4VpUEkOpSbdllvBYhFimWljS+AG/rPVLNyuFhgyINWntrMJjQWCGxuANPQJUkZyOznUlCLJAA4qpcL6k1U07k6OFWrFgASILudxYUQgqobYQgBwNJCu+rlRbUeC6ffvXt4LvYSiaqIkD4/JkkalJnoTihKB/fRvotg3VXRIIDIvLAcnx8SkNnk6bk545VUqpWZFJVG+1Xg4GJW0AU1ZCzCDYcRq8JA1w5UQnW4DLsaisrtEkMjmE1aaK7ArfcWfZ+idSdbvuvJ6fn+HOnbvjn5+euufW0dHxyvuIQnBNTGoE6x8ojfLVn4/kI78+9/eVEOlSZw9h27egzq8KOiIC8g4wTwgCoMcvgnUyv2vZVuA7rwY++7H5+z1/6K3OodEQ1e1XQnkaTkha11bgu88Bn/mDuevyg0/7RSYRuH3kF4IPX5CFoqfe0m0bwO37YI8QrF78NHByF3g0f9v86EXvtgGA8nz2hl0LSh70gCcPoV77uRj8zof8Gzi5i89/+bP4/Mv7BaGvOxglLYysxsgUtVBsjf876bTweJhjmLQxMi0nII1bjqyFF87d72OOZ9j9Y3/d4b3uCI/ODIxmGMUw2okSrdyDdjAACj0cfw7qTBsYhERVSLWCtU5UTo+RK5JSTAtL6UDnD+gXmFIdXjuVu5Ql0dNOKrEBRThkJMpfdwgAiqVooZy6zbUVX7NSLDQMsCjU0kD9XxLoVJaRhZz6/7P357G2bXteH/YZY8xu9Wv3+/TNva+pV0VXBVWPCuAEg4RMBQjGduSGWCBMiAKysSWwEhzFkokSsJEdoyBZqiQEx7JlyzF2HMkFFEU9inJBFS78qqh67757T9/tfu/VzWaMkT/GWrsdY6xz7z3ndnV/0ta5d48915yrm/M7v7/f9/tdkpLi2MTw9svaxsuGP5bGui0BNPFwA0vj6RCdf2wTs5WZRyJGj+3y+XXOHC6O2pmQ+x5DggAppAuf9pUQiGL4oX0Wlln9fFbrkwSwt2/fBeDhwwen/734/zRNuX79xsfex5dA8A3WZZf+5uY3SD/4Be8JQs5OnDfgiQdkCIHN2+ABggDyZBerEq8flDANZngNsffEf5CembzTbWdLRCOR+RIxHTn2bS+w7SwiVqkr5PYd9NP3/X9w+HKudvPMTS4BiuJ4D7uyAQcB0Hbif40Xj01vBRsAgmJ8DFs3sS/9r7V99SQ4AgBgImwmQFWskHLVN0ZgaekTjootNke/Gtx+P7/OcOw/NmMdmFSmnANE96PTFnXa5q5qM1MddFLQJG3qtE2Ttun0c6zuu98lBZO0S5O2QEjWug07R2EhSCeTF+xOhDAOTEpLL22ojT1lJ+VcAbpogxkNLVXPH2lhYyIx1mUEhypTcSPoGAuTSh1t7SYqzMpJEWcLi0R/dHPrXDCNxAImMtZ+XQL0ljB2ibToSIpNjBET2GgCTirjbeVUEm0rLwMh8Qv3Em9Czlq8vpIsbxvHvQ0lJuLf55JUlphYR7YXUkVj64SQ8Vi7ZWkpFifY+5DlANWH3uxTLyk/ueO+ceMmt27d5id/8m+e2swA/M2/+RP80A/9FtI0fCP7uvW5B4KfpBnx69QpEyIEnfUN7PV3MU8D7cMk0mI7iTB7usYMthH7foUwMZXv+BA92EAe+YGRiEjZxdEOtruCCLSeY8bUYrSPGWwgAvu1MZBZzbAbN+Cl38KG/ZfxKIJ2PwgExegQu34Ndv0A1h68Wty2+h87Nv9YV4hrdzGP/a1p/eIJor+CPQ68nvsvsPOGkK9U9MQNZdaHAP6WwnLSvcnG/rdJmylwdY5yp/cVVvd/Jfj4B927DA4deK+TNjZvUSYdmjloHHevI3VFk7ZJ2i0mokuTuTWdtqnSLjpt0WRtpqbgyHS91hPrnZqDiAF1VSdoY8kSgZKulSWlRQmX6rGwulmoPxdMpLUumk8JjZ23vs/PcLZTvUSAEvMWbJh8RIYzk3GhR6os4UmuOAOaKRP1NVTCxsxJokBPChMV9ORLmEq1BGTaqJp4GZsYz0VWka+4O7Ylz12KeGTekraxXNK2zpZlI7PEF3JZ23nJHwipIOJz65t/fp36orWGP0rNZjP+3t/7FgAvXjxnPB7zkz/5NwD4jb/xh1hZWeGP/JF/hX/73/5z3Lhxk9/0m36Iv/W3foJf/uVv85f/8n/0Ro7hcw8EP0tlrUUIgVKKbtfdHY1vfD9pAAjK411sWnjtWYTR6MgcYczSRY4PML015IlfJBEFLwcvoNWBqV80Ytr9IBAUe8+xeQtRBi5TrQ4EgKDZeeZUvKND/7aRtocop4jt25jnD/x/cPAiyCgCiKIdFtFMR9itW/AiAEJ3nrh0lxCQjXiOCSFcazoABLPqhJ32HdYnD7zra5OHTNM+rdrf2h5On2IQyMCzyxv/dmfHF11GZ63T/06bCTQTsnOAUmxUrL38H4Pb7238ACvPf/HC75qkQGcdmqzN8dpXScf7qFaLNdVFZx101nbreYc679NqS07EAJm3abIuZd5xxyUdgBtaEZxpHBQ1o8l5oOcYSSUd8zUT7ubiNE1DLF4TSyINFkUm9VluhnUAz1gRfe3OEj/8lSeGSWQ95CkJ0M6grCOqWmVpItvH5vsSEQdyywysl36elrSFl7V9Y0AqXaYmFtDE2MxlSGsJKFgGGqJtXaAq415xMe9DIHjuO3uA+PpSW5rko83GiaUv7GezhBBLWv2vXwcH+/y5P/dnL/xu8f//wX/wV1hZ+c387t/9eyjLGX/tr/0/+Wt/7f/B7dt3+PN//i/yAz/w69/IMXwJBN9gWQtKKYoimxsXz7CDbVTAN1BgMb21ILMnYnOEk0N0bxUZsnTJCwiMx8nDl0HxhhN+bHiBICwxrsZih1vw8oF3W3H4MtzSFgLbXw0Dwb3n0O7BxP+kTORuVVQzpy5+4Z+NZO9ZtIUrZBIGik0N23exT/xtbfvyCaLTD84hchy35GlUGLRLAUftm7SOrjrRA7SaE3b691k79jOSg/ETRq0NOlM/OF85eZ86ac0Zw6vVP36IEQoZuIh0TgKM9bzao6ssbNLMSJoZ+WQPWU3JjpyIyGdKUbZWSH2jFeBa2p0VapFh0gKTddB5G5130HkHk3XI+wWJHGLTwv1u/qOLDrrVZj/rYJWfEVxrVxzOQupOe5rv7IDlWTSbFJZUaaydGxrPM34XRJc9zRg2zmblEnrKE8ss5idsa0JReBA3Ak9F3BYmU/G5xiVQJ9oWTpbM/7n5viVq4tgI3ZKji7V1l6qJl7WFWdIWXtI2FkJE28JpkqADQrzF9nEguKTtC8vXP0JbGL6cEQS4du063/rWP1j6dz/2Y3+AH/uxP/BG9nm5vgSCb7CEcMkQF4yLhaB+9zeTvHrftS6tcf+aBqGdP5QtuqBraOoLd15ydoIJzRGC874LHcvRDjbJvHN9whpnPh0QfjAKgxNRzzBr1xA7/tkzMQmzTKKpsOthsQqHu1gh5vYHl7YVuFm/ABBk5ym0ukHlcuwyJeoKNm9jA36FdueJs4MJ+BWKpg4DRQHJ9g2q74WBoNi4jt3xM7/r00c0MiMJ+Ie1dJzVMwEg445NMG5vB4Ggspq94VdY2/ULWrJmwv7Kuwz3v+M/ttkBRyv36R/4QXJrusfx8A7dQ//noTXZZbJ2m3zPz8bm0wPGG/dp7Vx9fNXMUEfPqda/SufZP/ZuD5Bc+346j/5RcP347m8mf/4epuigi64Di0UH0WqT5j3q/oZjAue/N60urX7BRPWxRYeq6GBaHZeWM69+0QRzmjOp0SQskKFgbhkkLFJaWqlASYXR9ZmNiDiT3WgjUGIhAjgzWgZBkeKJjTurVBmaSLvbRqbwpDDRx86VjbONyhdpd1Ziqcl0cMnN9y1pG8fVxHG1sFrWFpYiqkZeth4eDnG1DJAsa9lKKSMKdHcjHHOyIMndjOFHqM/rjODn9bhD9SUQfAMlpaTbLRBCUNf1lfQKs3EPsfM9hNDMreiBFEjdIPzwHnJy4JRfQoBQLl0DgVE59Ibugayd95+Mo/KNxaxsg64RTePak02FMNq1lleuoXYDgK2Mi0b0yjbyIGACHWt3To4wK1uIA384blRwUo6x6zdcu9VXMWEHOD/CEBDcfQrtLkwC67HnZDRcu4198p533e48he4ARkf+hz6Ks36i08UGtCyprXjefoftkR9sDafPOC426c389jur44dRINkJbLeoxMQNZK2KRa9Bk3Wi66bdh8PI9p1hEAgC1EWf8O0Q2CWeXiE2c1HZySuS0X7w5kgXPezJ8ZXW2XCxf2upWyuI2QTb6mDnwDAvOphWD9vqUA+vgW6wrS5FL2eWDrAt93e23UMXbXSri211SZRiUgkux66Bm4cMtW6dRrum1AmJcuBGKeFyfq3FYtBGocRFdewZvpmznAFMkS0BcsttYYJLCExUJOJMpsPrToQS235ZWzjg13Jay9TE8Rbisrbw0rZzLLYU9143sY/50jSSJUDzI7aF4fM5I/h59T6M1ZdA8GNWmiZ0OgXGGJpG+7+zKkGv3SbxMBfA2RdRzD2drJ67yYPQFUIlF9u4i3O9Aj28hjq5iCIMgFDIpIDiXQcu7VmmoW602+dwE1mXmKbGVpUDQwswGbnAi8NX2M4AMfYDH9JwO5PDl9juEBFoAcfuXsXkGLl1Ex1Q6QbbyiyA4lYYCO4+jXoK2pix9cKGJgAE7eEuYn0bu+sH1nbnWVTskkTse4UQjIuNIBBMTcnL3lfYOPKri3vlLofdm/RH/td0ePwBs3xAXvqf2+DoA4zKkAHGoHf0ECtkcMaofRLw0pxXdugX8ZxufxhgtRfrex8ERxkAWq/eQ2dtlMfvEyDffUg52CQ98r++anbC5Pq75E/9QF0IQbN9h/y7/9CJuI6vzu3O7v1G0l/5hdP/v8zhNhu3EI8ca2rTjG6rg+30oNXBtjvYVhfdWSPNwOZ96HSx7Q60z/417S5lP6cqBlSdLmQLIOm85IpUUEfYwG5Wz8Uvrs2t5m1uMW9519oBPQHnMo7dv9Y6NfD88nnqg3dqyrvEe/DjmkwvA3LL2sIxtu911Maxx3et0cj8M+I11uPZyE0kcQpYogb22M5cro/YFnb1JRD8LNTnHgh+mqrhRTZsVdWMxzM6nTA30azfRe28770nlrMRJu8iPSydEGCKPqoOqF7LyZWmiQTHGNZjTN5HTeZM2vx8sXjTRX8dezBGZWIuIMkBx+BoY+He19zcnJTztpA8MxqVKZQTN7uitZtBaWrHTs7Grt09G13N2hTCJXJEZgFt0QnazdiIVF6cHGJXtyEQZ0cIuLIQbmyFZ/n2XsBgDQIpJTG2EnBzggEgKMop4todzFN/a3pt8pBp0qcVEHf0Sz/7uigZ6/sAs3wYBIJSwKh/i3zH/9olpuJ4/at0X/rVxVl1wtHKO/T3/WxqNj3kePUe3X3/cy+me5ys3aW99yC4/WjjHdo7/jnIpBpzsvkV2i/8QFiahsm1r9J+5Be1CCGo124EgSCAbcXzVWUV0/hC+uqD4EgEgHr1iHp9G7X7winR6+pCfjeAvf8bsL/0D6+AyEWZr/4A+hd/8XR60KapY8i7XWh3aQZdbNqFdgs63Us/HephC/uVH0Bsbc+te86+2VJYKmSwdVwkDePmMoN5NjfZUg3aylNVt5wLcvIsResGM78RElis4PR1stZN/i1LC4mqiYm3hZUQ0fnCZGlbWGIj83lyiVp5WQvydbaPVZbnNDFTfpXG28IqdYrij1hCsARof/Zq8ZJ+gXDg5x8IfholhKDTKTzZsDb8xcvamME11JGH4RACkhwC7VoxO8YKdcoSni/ZzNCdVdTY37qKte7M4S4EVMtKCnSrhzp64TWftaQgatfuXnyKMtfuBtCD+8iD51iZgJBYqeYRZ46B4P43wBh3V2UMibA0VYWoGyjazjqlrqAqL7BJ5tXT6LweeWRucnQQ9TokpLJmfkLtr2IDQFCcuFk/E5j1s7vPQchwGyZi2yMFHLau0zrxA8FufcBu5zarY38LdW38AVXaJav9n6/B+GnUpqatw6bcQHSQHkAnEYYYaJYkEtStQXz7Ir69jajkYXnrK5nG5zBjrWuA7Pl76HYfGZifVeMjZjffJX3sdxcQQmC3bkDgRgJARU1fQDx+H3NOqCXqGo4O3A9zwuze1+A7fkA/A8Q//c8h/uz//spaK9HMImyi8hpYi1NA2UjlNcge1yBQCBEGmakwzDQX2MkFKymAROjTXZ9ZmJv5zbMT65izhsyVkjI+X7is4jASlreVl6GNj7e9jVnCEGvmz9c/RlsYPp+zdl8ygl8WSaLodNyH/+Rkij73RbLWDf6Gqtm47weCuNk6m+SIxqPkNQ2ms4IaBUQjMUXaeB+TtbyshBCgWwNUwIpGzo6CbT2ha3RvHXUUmAWcjRFCOPBq9RWzUt09t+38JVMZkClMrpBznai1FqTCygQrJFZIdNpxM1cWwDpWcs5MWgts3nIt7nrxU561N4oYUDzCblx30XOesoev5gfrf72TXo8qMOsnyombM3z2wP/YLx65Y5v52aOujYOxOg3P4kksk+Etsh2/aKLVHLM/uMfwyD+60Dl+zKi1QTsgKukfvk+dtklrP7PQO/wAIxNkoAXVPXocbR93jpe0fw8exYHs/pL28Mv3MGmBDHwPip33qXrrJAHRVjI+YHrtHbLnflZSWsPs+n3y9/6H4HOwXZ8u+tw+ZmE2G0A+fg+d5YgqEOM4ncA7X4XvhIUzdOLznPan/zb2z/zvruZlR9FCPAUlEUvi8FLLrIm0jRND2SinOPa8/a0EyphVj9Kn3ocOGM7NzOfMpNZmLshZAEl77nNmMdbMWcqzFu/Zy7O8rRxPAwEbjoBx69G0EcDG274xtTHWImwTh5ofqy38eZ8R/JQP5A3Wl0DwQ1Sep7Ra+Zk1jCdgPFa2s4IJWckIN3iuRoEvpg5/YdX0CFN0kZ7UECEEpuhBoD0lp8dhsNdU6N4a6jjQlvaA1tPHLceY7hpyFGDZYi765QQzN70WQoA1iHPtCZkkCJ933pyU0GvXkPtPcR/vttsdAmSCkQl89RtOmIOczyvNGQtrHBrNW1jdII3GlDNsVUI1Q0xG2K2b8NIPTOqXT0CFjVeFDDn64QLit24Gs4t7k+eMWpt0p/4W5dr0cdTKJWvCyS7g7FZCJYRg2t0OAkFlNQcrX2V1x68uTpspB6tfZbjrb89m1TFHq/fo7fmBVD495HjtPp09P1DNZkecbLxDZ8fffk7KZe3hmsn2N2g/DreHq41bQSAIYDpx1lIuMf/OduNgVzx7H90fIo8P/et1hb3/DcSvfDv8GJ12dB+8jNv98OqlYwy/dhZ6KIWNsoFFoqlMeD1PTHT7pSKTyOygy1yOK53Pi1AsYu4FCSBIpaWJHHumDFPv182ByEw6Ecui5b3woHQ9EYsUxs0PLthLJdC6mecFG9SytrISUbWvVDJqAi1UXA0s09R1ZcI7cK3jj1GfbyD4+TruWH0JBF+zOp2CLEsvWsNcqUhreF7N+n2yR7/gXZOzURCUyWoSBJEIgU0KwN/6U7Mjl9jgAV9CV+ju2hXBydl6BLDNToKZyAA2MjuixgeY9gA58TMdKgl798npMTpimO3zR5RYMDXS1JjhNnLPf9GzVmFznAoboFjMTvYxgB5sI3o5CIWVCqkUINHaYIzFigQ7mzglX9Ng6xqaCltVLqouwvqZWHKAEEyy1SAQzPSU5+27bI39YKpz/JiTbI1u5X/NhqOHaJmgQqxdFQZBQFCVfFpL5ohMFgcpeskcnini68vaw4j4SV1FVPYA2eES0cuz76IDzDyAOt6lvHaH5LnfSkcC9c17yF/+h5GdxC/K4sXjePrEzkvsrdvwONzqtn/nbyPOAcFlbeFUQRUhtWIJK0LE2cDlBtc2mnSyTOmcyCWWNkGQ6treFuHUyHNgeeX45CWT7AbOS4VScR5IcgVIKmuwMj39fxY/1jgluF0cTeD4l7WVl7TEi+6ApF1QlvWFztiHqc+jj+CXQPAzWG/7vVhYw0gpGY2m1HUYGL2OcMUMt7HPQ2kiDaa9ghj7L9Y2Nkc2OcSq7AJzdlq6cWDv2A8ivNssHnd6FAVsNgnbc8jjHWzWRvgUmYs85cDjmoOXkHcQZYDJitiCLDXbjpmvGo1ZuYbw2O5IQBzNTbGr0ZU1ADPcdLNgZw5B5/8DvXoDdp9hVeqAskgwwglxjieWF/UGylRzFlQjbYPUNRkVsp5SyhapmfnTQiJeXkIITlpbQSCY6hkvu++wcexXv7Ynr9jv3GAw9gPo/uH7VHmfrAwIWg6+h1YZKvBZ6y5RF3cOH0fbv63XaQ8H5mwB2q++h0lyZIDlLl59D91dQQZSddLjHWZbd0kDZupSN5S3vk72ftiz0K6sQwAIuseIg2319H2MlIiAhFYe7tHcvod45BfmALCxGQeCP/234Y/9idP/j5/uLLUNg8RlbeFeITmZhdFINm8Lh2oZm7js2hGfDTRRS5ZlljdiiYjlvPfh6XGeA5QCaAi/drh+B8izG6BTQHluXSStUxB5+q91/1oMQqZzYGlYgNBFZe0unV6Hfl+gtaYsK8qypqrq1wZJn+8ZwU/5QN5gfe6B4Nus89Ywx8fjpeqmRcRctISkWb9H+jwwqxPx2ZOTQ0zWRnqAlcCi24Mws1eHlYtyNgqDPSGwETsYOYrE5AmBbveD1hzyZC+cpywEujNABYCgPNoJ7heImm3L8QGmu4oMeMPFEl0EFla2g+kp8uAlttVDTP0zfbKaOmbWw7ytCzhZucVd4xMFSMDwzH4/6/oplU0pbUJlUoxQlFqRGcHL7g8hjMYaNzspTEMqNLaunQI4XyfRM1I9RV0GRfFhL2b5ShAISmE57N5is/S3h5Wu2B1+nbV9/+c+rcYcrL7DYM/fGs/KI0ab92m98jOer9Ue3n6X9nM/0JW6orrxdbKH/uOXwHTzDkUoZxvQ/dUgEIQoTnfHGFEmA6in38UULUSAUZaTE/TdryDe97fAAcT6GsSAYKD1fFr/+Jexr14iNrfmbeHIfF+iqWJt49QyjcThLb2pfoNt4cuVShtNOkmVM++OrceAXirjQDNZ5n24dPurJtgL2x5wamh9un4GDxclBW62W15lmQUCIQViUjOa7pFlKXmekecp7XbLeWfWzRwYVjQRxPx5jJj7Egj+GqqFNUxZ1kwm4Zbd+XrdD4Zeu03y8jve4XVZTzGtIXJ6eHXDBYsWAlblKMiKyGqC7a4iAuDHqgjDNtoPC1kA3VlBBfze5PgwPINoNbq/iToIbDuJbIvF9NcQgRavPNoNJqsATpkceC3k5AjTX0cc+9uhYnocPnUJge2tBoGgGO1jBuuII/9jb7AXzQduRIoQglw05DSg5p/N+Tf5gbjD7TrgV0nJrrzDevMCa/s0VlGJjNKk1DahYyQHg98CWmMspMpSlga0QZgaZSVHvdsoXZI2M1QzvdASzpfMIYolvaZYnB7ATLaj5tExwQyAype1h+PIY6kNTEA4dbr+7D1skrpYQt/x7TyhXr+G2g18H3RDfefrJL8aZhXpxVvkHIaV8QA8eA+GK3AYBrz2Wz+F+IP/7GuohYm2F53tiP9zLrCMy4hty6fcFpbCoiNs41K17TLws9TEesnmS7YXS2xnpAjb8lgsiUxOAVFVORbw5ASUkmSZA4WdToter4PWhqpasIXVBULl8zgjuBCEft6OO1ZfAsFLFbaGeZ16DUYQQKXolVskAW80GzNVnh5hZYLwzfs1FWKwjj3ys4JWyuAJSo73I/nDFt0ZBhXCcnYUBKCiqdD9dVSA7fCxm6fb1iV6sIk6DPjvzQGZd0rHasxwG7EXSFY5ehW9KNusCJ/Mx0fY4SbiMNBqH+1HfeFs0QkCwa6Y8Fhc56b1A9zr9hlTClr4b066Ng7GZsLN4gkhSIUhZUZHnT3Wo+QuN8tzrNul+4OX8hqb1ROgC3RprKC2OaVI6ZuEk81vkpgKbQTaOFbC6kWsouZg7WvkzLBl7YBkMyVp3P6Hxw+i6uL+Sbx93Dt6FF3Pdh9E19OX72OSDBm4echfvkfT7qMCNjDZ4QvK9ZskgTQfVc+Y3vw+sgd+1lEIgdm4HgSCMBcIREruxAUf8tlD9MYmYifw2RUCe/cu/A8RIPjTPwV/8J9d2haOAi1hmJTh9VZqmUbmAz/rbeFlbd/XbQuH1+Nq5GXry7tb8Zs2lfihg9aG6XTGdOq+02mazNnCjFbLCdIWbGFVVfN9fb4A1Zczgl/wumgNM0F/SAOp0+HcJXdbAHrjHmrvgfdUpabH4RawNc5KJqBgjMUNydE+zI2erzwuoFtDVB0Ce2G2UdQlur8RnkGsw2BazEbQX4cA+7ZMXawHm4gAyAyZUoObBdTDa6gAUJRHr1xCSmCe0CZZeAi7nGBWryH2/AICefgy2BJ3DyCDd/OJMDxRN7mj/e29NbvDrtxgzfhvBjb0MxqSYFpJy8ZZr8usXSIsiZg5YKqgzFe5Pnl0quC+XM+L+2yPFu1fJ8QxFiqRUZNzUmwgx8c0VmKsswVxbW6LsJrSpiSTY2RTIZsS2cxQ1ZSknpCWxxytvUNv199eTsoxRxvv0n3lbw+rpuR48+t0n4Xaw5bpxn26D/+H4OtTDraCQBBApvFTbuITg50/xmffu+AHeGX94BX1jTvIp/5ZQyEE3LgFASAIOGP4WP39/x4xGzMTYX7246qF01QxjaClL9vCsfUl2chLWDi5RMAhhMu7fp2q64a6bhiNJkgpTtnCdrug23U3pe12CyEEZVljYhExn5H60lD6M1hv6s1YZg3zesdyfuZiyR1X3qG69nXE7GQuWLSOqZgP5lqhnJWJaRz7p5tTFtCXJnJa4yNM0UfOPKyFEIh2D+sBggByFrOSmTkrmZCFRgywTQ6jghMtVQg3oEb7mIgZb6ydJ2cn6P4GMmR/E2MjjUZs3MK8eOB/7MOX8RnFWNtI15i1G4hX/qH8GzxjRIcufiDbDajDwZ2kx7IfBII5JU/TO9yoH3jX15sXHCTrDBv/+7xZP6WWGWlAJdxv4q3HNleBphRQUFFQUco1Vu05f0mnozmtl5132UjOt/QV0MXaDo3IKds3SdZTGlIaFNoqNIJUWMoajGoxbrWgaRyD3lTIeoaqJ8hyMu9nhktFbJwAspDX57yS53FPQ/X8far+Goknig7mNz/3vo5475eD+xAb6xAAghCfgQXg/e9AnkMZeK5lSfoPfgb9239X8CGWtYWjamEso5kh9B1Kpf2yLRzb/C22hQGUSl6v83WpjLHMZiWzmftcZVnK6uoAIQT9ftfF4TUNZVnPGcMP04375OqjPPfPen3ugeCbqDNrmJLpdIkNxmvU6zCCAHZwDTs7PjtzCMmFq157cKEF7ICmBAFSpQhdoaRwPJ3RGH0GIm2ag9HugmMaxyDoGk72o63lmJVMLJxcTQ4xrT7Sl8IgBDYtAD8QlCe7kLfBd4ESwsXVBYCgPN7BxtTFSdhSQ06OMBEbGjuNAC5rnLp4xw/mxOGLaFRe1INRwI7YpGv9rN86++yIDdat/33asi9oUCQBk7EkkkIhhGCUDINAMKVmp3OH9RP/HGJfH7JT3GRt5mfF+tNnjNJVurV/PnNl8ohStcm1H6ysTh7RyOyKXY0QgpSK9fIR0paoy0a6FlBQqwJannXaWNtiICdUw69jjKARGRqFkJLKKIwBZWDa/RGoXZyibCqoKkQ9Q5ZT0qOXVMNtssA4gypHjK9/leKJP8FDCEGzdScIBAGatLjcsb/4VA/3o2BEPHwP2+nCOJBkVNeIr30/5tthT8Lm7/wdRBAILm8Lx9TCeaIpdZhx6hSSk2n4XPRlW3iJifXHbAsngbbwh61Fx+34eETT6FPRSVFkdDpOdFJV9aka+aNa1Lzp+rI1/AWrD2MN8zq1+GC8thIq70DegzKQGpG1YHa2dv5x7Ty148J3Q85NAazBtroBWxiBzZzgZHHjeIpDrXExcImzDMBohHZAEt04k+gI22jzNgTiuOTJXlRwQm/VDwQX28bUxd1hXF2cFYhQJF0WccYfHcBwAw79gEvOAu8b7jmZ/noYCB7tYLsriIAKdUUcRj9CY9llXfuPq8WMJ+lNrtd+Vmirecok6dMOZBdvmFcYJDJA6YTmKhdVq0h6ixCc5JtBIKgwHHZusXXsV76mtora3GR6ym7/HdaO/O3hVM/YHdxn9fDquhCCwk4Z9W+wuh9W3u5tfp0Vr3l2BmS8WvkGnd0WjSowMqGxGVpItFUYK5BJi3o4QJoGXTcOVFYloi4R5RRp4zej2asH0RnU5MUDmtUN5H7gc2sN+v478O1fDO7DRG6gAOqf+mmSP2tQSp7Gui2MkZUwGASJcFFuzq99bhMixNK28DK+pax08K/El23hj9cWZklbmNdvCy+rsxarxVp7qjIGUEqR5w4Y9i5Y1JyxhZ8WEPtSNfwFqg9rDfM6dTYj+CGo48EWvAoAimoWHm5vSkSr62WthBDYrIXwspsWoavTaKLzR+rOfxrd6SHLMXDV1NlmXczsGBDuYnQGI8FYms07zsdsLg5wYLJBWo3o9DE7T/zPZ3RAKItXmCaqLlbjg7i6uLe+RDTiB6hANEJJTI4xsRnF8UFYzCIEpjOIAMFjXshttrxWMrBtX6JJUIFZvyLRBIk/IdiTG7TxA8GWHvM8u8lWFcgurp5ykqzQa/zHvl4+oREpifUfQK8JMM7zCrGBiwo959Na5uC0TB28LHu4ibsIdKp9CjMB438eleiiOEEIs8COcCp4Vhj2qH74XahrGlk4ZlKmaBKMlWAFRqSY8QyjNdQNtm4cmCxnMJsiNm9hD3bDgiUp4i/T4zjYZH+PyS/+Cvb7f8OVpX5eM6r8lxbhctPQRiDFIiN4Hu02T99ojCCTbma7apr5Bd8BGAlRoNcpFJMyzBx92RZe0haWEBvTU8lHawv7jyUMqLTWTCb61LHjokVN8aEsat50fR6Vzsvq1yQQ/CjWMK9TH+nDkfcgC1nCGMcaBpinRgdn8qEch2eRdI0teojA41oRueMrR6AShK6vhjEIMJ0+cnIASuA+XgmQuwS3JIP16yz6dFYIENJdBKQEoTDlbM5GnoFJoRuXN5x3XHu7qS6ccEVdOkAWVBdHmDtrMMOtIFDk8GXUhsZmEdHIbOxEI/sBO5DjHTQSFWLe0gwC+LQQJY/VTW5qP+u3Wj1nJPt0jR/sDUx8li2WCiOE4DjbCALBzFY8a91le+L3/Os1h+y1brI69b/mK7OnnOTrdEv/Ma6OHzJL+xS+mEFg5eQBVdIma/xAbHjygDppk4bWjz+gTjuktZ/N7R0/oCyG5LND73pn/IKT3jXaJ/73PatGHK/dp7vr9zyUWJq1W7Sf/hKZ9ot3xje+n/b0fUfhXCHvBJO1lKxYp1EtGpmjZY4WKYYEkNRW0az+NmxjsLXG1g22qqGqkOUMO51hv/p98N1fCRtU/92fRF8CggLLtA63fTNlmNThy043q5nW5wVJF5vgvbxmXCnUHES6nwWghLo2pEohpUBKcco2GePi3Kx1rKVL7Lj6zf0028JSxPf/RWoLw4drsX4ci5o3XYvP1RepvhBA8HUSPcB98LrdFkrJj2AN81pHcrqf1y4hoL8FuwGT17oMq3WrSdjMGYvNuohAWH00Oq4cRUyiweRd1MQPAkQ1jVrJONHIIaAdkJz/mdVA0T1ri52OSypAuZP3tdvI6RFYixEKhMTO5yqNVNBuu4Qla93Fa97eRmvHvo2PnGF3U10EyKH5QpgnjVxHBLJg5cHLoO2O+4NI2kc947G+xl3lt/xYq58ztTkt4X9sFYl1kwJG2TrdQKu+b455ld5gs/bve6t6wky2HbPlqUFghnBRIVXyoqokHCknhGBUbASBoBRw3L5BceR/bgrNXvcdNg79c3gKzX7/Pmv7/nWJ4Xhwh7VdvyBDChj3bwaBIEDVWQsCQQCxxNNQNXH1drb/JJqkUux+QN0Zkk6OSI3/Zne8/RVaz76zEG9fqdHNGxSbrxyITAq0yLEyc8wkCaZ8foVT7mRNFOgViWEUAYrLzpxutlCgLVdauAJLKeUlIcrivxVZYmlMeuHvzwPJVGpqk5yyk27TRZqGnatpxVwKaOfXnbN9fdy2cJEpZpE8vk+7LcwbbAvDR5+1+zAWNWVZfeyRL99xfwkEP6f1ca1hXqfO28d8qGoNIcnB1560GlF0/aygEPOsyQCrWU+D7R3RlGGRhRCuXRpQxIpyHG7FmhrbGiB8htjggFmoZiNM0QvO3p2yVEI4c2JrTllJqS02ayMXiujzitNEoVsDlDrbt0HAHEwqpRDXbmPLKVrbuQW/RUmwTQNI7HBrzkY6RpK6dLtYJho5eInN20GlZqLCr0ciDA+5xn38j31NvOTQ9hkGWrztKuwFBzAz4a+/EobjfJti4heF9MwRu/kN1ko/kFyfPWGcDOg0/huRtdlTtEg8og1X/TKestHSARX5vNIAk7aoZElcW7YEiOVVfP+dadxcur3/KOqZmO8+oG4NSQPfo3R6xHj9Hu1d//sjBZRrd0gmEfPpJexOfvgUIQSJrUhqz+v17HtMdh7TbNy6sN9YlRG1rxKGaR1JIkmaqCVNO40bXGdK05zb3iLQVpzO5KXSMo1s30qbK48v5u1sJ1DRGCvmUW729F9wLVtzLqbNnt4Bu/9a5Ah/nHrbbeHkDbaFF8cDH190scyixhgzF524+cKPa1HzeYzFW1a/JoDgm7CGed1azLN8qBIC+tuwH7B8iFiz2HIczBgWVmPzHsIn7oA5oxCo2Sgs0LAaW/SDYE8ELu4Asp4sAXsRcDI5CvorOvBaQMBaRV2K55NYsI07cRrcTGU1vviF0MzZATBrG67lPc+2sNZiZYIVEqlyKL4yP9Nyur5obVuVwfgIdDNnJOfiANNwU73isO4xlP7XoyfCgEQIwYFYZWj97+9QHPNUXOOa9TNT18xTSnLyQP85qeLm1FPC85NSwKS1SefEDwQzO2Onc5f1kb993G0O2W3fYnXiZ2L70+ccF5v0Zn7AOBw/YpKv0C79YHgwekhVDMgCjHn/5CGzYoV85t++e/KESWeT1ti//2Kyx/HwNp1DP4hX9YSj9XfpvfKLUqSA6cqtIBAE0Hk8RSQJtLZPj3H3YdBBACAd7THduEO2E7ai6fzST3H0P/0X58dsGFdxIFVF1MDtVEfZxFRZIoTZ0mois39gaSK5yALrVTpbzkDBrFGX0njPSgrjujTedUsioaksxiiXaT4X3pyBSUtj7VyQY0+3W9y02s9ZWxg+ZOfsNeuyRU2SJKeik36/gxDdj21RI4T4XPgdfpj6wgPBhTXMdFoym318a5jXqY/0+e6swNEzxzpdKttUEGDvxBwA+RXCgK6CggVZjrFpy5tDLATYrBNm9ppZ2MuwmmJbfUSgLRmdP5seYdIC6WMjxZni2b/tQVj4IYSbMQx5B472MFkrGCN2GaCKuWobq8HUmNbAn10scAbAmUCQcn6gqzGCWaPYGQ+o1YhGQ20E1rgWlNHOr+SwGVLYGco2pNS0ZIUyJbktWWc/GklXy5yAiwyp0DyUN7mjH3jX10zcnHpLP6USGVlA5ZpFWqeAe36RslkBgbdLCEHVXoMAEBRCUPa2g0BQCpj0rgeBoBCCce9GEAgKIZh1toJAEKAp+sE1AFS8zZbUYfsigNbB4+Xt4fYwaFKtqsm8PexvkQOY7gpEgGD722dAsJs1jKqw2jhVJgoEY96CYCkjucZKmOh6JjVVhI1sJXFLmyLRzCLHnqslljjKUAbXBXlqcdo+/98UylBGgGymDDPt2tfnAeTiX4WhOQcqF+3uBZgU1mKsjVy73mxbGD6ZFmvTNDRNw3g8RQjxRixqvmwNf47KWcO0kFK8EWuY1y1rXzNm7nIJCb0tOAyIFiJ3ILYch70Bde1YQZ9FjRCO9fMAQQCqSAtY19hiEJxBNFYEhSxydhyZQRSYrAOBtrScHoefK2BaPdSJn+GSk0NsIJVBCIEpehAAgnK8P2cNA0BRhC8Csp6ie+tXzLgTaellDbflCYWoSKT/Pf7eZIN38imLeUnmTJy1FnTCo/G7DOUJtZEIKZhWYq61MVgDD5qvoGxDS9WYuiG1FamtyO2Mlsfg+fxrEjOnzqh5nN7hZuVvT66YfXbSa6zVfkZyo3rELOlSNH7A0x8/i7aPOxO/OGhRxSxubp2X8fZuEQCRi2rN4urnzuhpFKh19z9AqwwVuInr7D+gbK+QBeZx09kR4437tHf8rKprD9+Op5UssYlJj8JzjgD5018lOXhOs3JtqUn0LNL2TaVmFgFy7TQOxFqJibZ108TSRC4B8ory7dL2acIs5uuypJZt+XFxhZjflptzZOH52/RcCeoIxsmloTE5i9HIi0ASsuQjXtdix/wJA6o3ZVHzNo/7v/1v/2v+/J//P175/b/wL/yv+BN/4k++lX3CFwQIXhaLLKxhtDYcH0/eqoJo2bF8qOquwfELfytYV9is7U3DcOxdO9gCxobPAGJ2EmktG6cunvrBHrEWcHkSjskTApO1wzOIswjYswbdHqICCQ6iHIXBqzXY3jqEMpOnR0GltRCgiz4qAhRN3nbpFB+yuknF98ZrvNP2A4tb+R5TndFSV02Ui0TTymEzPXdcl3QY35ttcT9dxN0tlNzuj/LG8rL6AXpyyqxR1FbSmAWQFGDgcfo1Z06tNcrUKFuTmpLMlqQRc2qAMukGbWykgJP2dYqAJ2BuZzxv3WUroD5uN8fstG+zNvG3X9vTXQ5b1xlM/VF/7fFzjostejP/56Ezfs6ku0Vr5F9vT3YY9W/QPvbPSeblEUerd+nu+4VgSleM1r9K7+U/9q4LIZit3AwCQQCdhUU3sJxVLHYfRNvD2ckO0/VbZAGxFED723+H6T/xh5hEgF4na5g24ctNKzGMI21hKW2Q2YZ4EgbEk0ZCbd/TdWEZzcIjP0oss5xZ7m04i3yNpLBR70NB3BuRJWpmuPj6WRbA9GzUpbMkceej1KfNrH0Yi5qXL3coyxnr6xvA2/cQ/Hf/3f8rnc7Z6MfGxsZb3d8XAgier7dlDfO69ZFmBOeVtwrExg1mL0OtmPDj2nIaiYcrMVkH6Zn5EkJg0la4tdyUYS+8egatHvjsWYRwdjGhNu4SsGdaQ9Q4FLM1DiuTde2ymEf+bUVsW9Ogu6uoQCSdnBxGgOKcUQwAQTXej85GtlV4bCFThvdmG7yr/AzYrXyXg6rDSuKfCRsEfg+QJYLatBioPQYBcuiF3WLbnAdTEjcr2aLfNBzwfaR6RmXSOZBUaOO84nIFT9PvR849JZWtUaYmMSWpqVB1HDgvY2qaJGxeDTDNBkEgKIRg0loLAkFnfr0RBIIAk2yFNn4gCGDy+PEpGX9+2RLWsnXwOOw1igN6VXuFNAAmVTVhvPUuredhA23dW4MYEPyln4Lf9b+ItoWXiUhiQE0KG88llrG26/Lc49aSJJNCxdnIXiuedBJvCy9fz6SJRuo5tXKsbRxXMyfCRoG0FG4fb6M+Sx3WmEXNv/av/Um+853v8JWvfIXf/tt/Oz/yI9/kK1/5AbIslvHz0etrX/s+hsPhW3lsX31hgODbt4b5cMfyYWsxyzg2G4zGFcIaZ7CKu+OT1rr82yR3/1rjFMXGzOfUNDbt+FvA7qDCx1uO4q3loh9kG4W6ajp9ujaNsI1YTGuAGPsTJkQ9iYI93VlBBbYlpgitpg4oBvcbvnlwQHENdeyfC4sBRReVF/aEvFac8Hw24FruZ19X08jgvxDs60EQCK4nI17pdTbws6g3kl0qk5AJPyukIlSMShQj3edOcggB9frj4jo37WUgMZ+XtJYd8+to6xMqm1DZxAFJ66IUbS14lv8GpGnc5940KFM7gUtT0av3otnHg9nz6AxlPzBjuKjeEvVvb/ws2v7tHD3GCIUMsPKt3Q9okhZJQKXcOnhE2V0PZhins2MmG/dpvQp4Egqo1m4FgSA4L8xYZSfx16h4+G1GB3vQ2fauK2GjbGGRxEUkrTTOJhZJXGSyLPd42el6GVap4nTcErbyqg3O1f3H10XwVn2xHi8lbdQfMU/ejrDj02YEY3XZouaP/tE/xn/9X/91fv7n/wE//uM/zo//+I9TFAU/+IO/hR/5kW/yIz/yo9y8eWvJo3526wsBBJNE0eu9XWuY1y0bHbi9WlKK+SzjIubOkBRdyguJIcp9m5UL/LaBFAxhLSrt4oLm5rMeTteGMAaZtkgEYDRGuwurA5PaCU4C834xyxczPoKI4MR5DgZAVzWJ2NtUmPYw7FcYGeqV1QTTHs79Cj0VUcfJaoLprCDHgf0uBYrrqONA63m0H515m5qwt9xqNuFlvcaW9DOdN4oDaqNIhf91KU0amkMnlw0fNFtBP8MNdjiwA1aE//OxIXbRNmyMnYk6fDUVgpnqssEuHZ96OYdH4g636stziIKF+d1T8S6d+imVzahtghEJpZZoKzEGDmxG2kyxxiB1QyYqTFWjTEXSzNjv3mV19MB7eJ1qn/3ubYYjf/u5VR9x0L/D4Ni/fVaP2RveZ3jgB2rKNhyufI2VHb9noRDCiVoCQBCgUi1ivONS0cnug/ANDJAdvWC2ep1038+sAshf/Bn40T/oXWsv8RbMpI3Ory2DMk2ELVvW9pXiNUQoke0TYSib8PHlKdSRx0+EibJ5Stjo+rLIvOVt43i2MUCRvnkQCJ9tIHi5vvnNH+Wb3/xRjNE8fPg+f/Nv/iR/9+9+i5/5mZ/mZ37mpwHH4v2Vv/LjpGl87vZ16l/6l/5Zjo4O2dq6xu/7fX+Af/6f/8OoJeKyj1NfCCBYFClam7duDfM69WFaw87b0CmX3Cyj+0bmRYdyNvby5rqpHRj0CB6sEJDkmLo8d0meH4tUSJU6r0LpAwUCmXbAGqRY2MrYUzAp8z7CNggsiQBrNKapneGyylBN6W9LlyOsUE5he3nN1JjWEBFiKyIAVFaR3GPARoyc1fQ4bmETE36U4yVAMSK+sJpXZp1rwg8Ub7f2GOucjvID/UrLIJgrZMUH5Qb3Mn/7+LraYaRbdKX/+EL7dAcuOGLACn4g2JElj/U1bgZapJu84pAhQw796/YlNWlw3rBvAzco80qEJhcN+XlG89zr9Dy5xbbXl1AALZ6mN2hPSkpyjEyYmQxtHSvZWEFJi/3eGtYaEqsxTYPUNVKXqKakKvqYE4kM3GDYJYIMFZnhBcincdFK5+BBtD3c2v2Aqr1CEmoPlxNGm+/QfuGf1QQww02IAMHuL/1tqt/2+zE4oZgx4jWHpW0UaClpmEaAVK70UrVvGWkLF4mmjLSd8yUilGW5yak00SnaVNmlauDY80tlvK3+OibX0Ug5Can6EgguKs9zfutv/a38ul/3m/jjf/xP8urVS37u536W//6//3uUZfmxn8/a2jp/9I/+cb7xjR9ACMG3vvVT/Ef/0f+NnZ1X/Ok//Wfe0LO4WsK+5pHv7IRjuj7tkjIa4PCJVqdTuGSEUdyQtiichL2uG8bjqyzTbHJyiRU8qygryNzWxEfBWEuapmifOSwgkwwCQEaoNMyGWYuQ0vnkifkxLBRnC8Nn08zb2cb9awzCNFihnAn0Yv3yQ2ftIGDTRT/INmItImvBzN8u1e2VoOAEazFpa5637Nm2s3JFAXy+TNEPAsXdWcF6pM37qNrgduoHitZYjpuCgfLP1b2sBmypwOsBfK/c5n4Snmd7UQ+CjOPUuPZrEmAcX5gNtmxYxfvQ3uS2CduQPLY3uRVZf2k32NT+x7fWckyfvjn0rmsrqWxCYf2f7YoMdBPMRi5FQWKqIGArRYFoZlgEFTk1KbVN0JyBSVMb57+pDegGoWtkUyGbEtlUiKYKegZaayk7m2QBphlgtPYOnZ3vBtcPt36A3pOwufTxte+n+zi8PhteJ90JOBrgbp6+82/8f9CdldPfSWFppRqBQMqrcXACSJTB2jMvPmsFC9tlbQT9vGYcaQv3sjrKNjqRSsS7MGmi84GZ0tH5vFzpKCOZSh1t/eaJibKhmTTR7Z1JdhxIxoCgUwuH1zuZoJO/HSA4HPYAweFhfA72s1RZlrK6OuDkZMps9sk4kfzlv/zv85/9Z/9v/ov/4v/L+vq69282Nnofax9fCEbws3RTYa11ubmR6nRapKliNquC3oZ5q0M1G3vvMKKsIBaVZhhf5JkQ0Rxh09TIue/9lcfVNUneRvvEEEJAkp2qne3CN3/xMEIhhZkzBFf3L9rDcwB0zkaespISWfROva4ckNTzDGKNKfqIZga6vthintvQyAAQlJPX8BwMAEE52g8bWwNWhb9W68WMB8dD7nYOvet9TjBWeEUSQgpelj0Gbf9+t7Ij9uoha9L/2JvpEcb4HxtgFjGIbsmKR/oat4UfDGyJVxzaAcMAa7jBLg3KqY89VQRi9BZVyyKoGhVCcKzW6FeH3nUlDHvpdW6UfvVxRsXT/A7XZn4bnNzOeJnfYWv2ILzevsPG5H3SRbTe4to5/3e/f4eVo/c9ucDuCPZ6X6d/8B61yKlFRkNKQ0KDwlooZYdqetOZAuvGWSA1NbKZkTYzmrwTZQWXmYO39x9Gt88PnjIbXiM79NvJCGvo/cpPc/hDv+/0d8YKcmU4KsMziMNWxUkZYkwtUiTURiKFRZ3LFl4YLjdakF6yXTL2TPkas6RZ1vZNl4g0MhkHgctAWp7EW+KptFEQqJa0laVYphZe3hbOP36XM1jOmPkzdPF+jfqosXgfp37n7/xd/Cf/yf+L7373V4NA8OPWFwIIfpYqZh+z8DZcMIZNZEJXCEne6jKb+BW5RNqXutGIAKBrqhlpmgVYQQtpEWQFdczLsCoRUvnbuVZD1obAxehiM30BIhf/amySOcB2CiTPxURlbdcenr/wQkqEkC75w1jE+u25oMaeMZKniR8pcnrk0lMuAUk5OQCVeg2+zzwH/YBMjvaDVj8Qbz0Psxnvj1a43/Eze9dbR9RGXrn4LeqgylkL4LmenPLBbIO7uX/4/6baobQZOf6bk1ZSBofuhRAcMQwCwbaY8Vj4RCOuNuwr9sUqq9b/vLfMs2gKyqrZiYpCOibe0cgCz3lRKsCEnm4fiQoEUJF0IABVT1HCophR2KvM+zhZpa123Ef/ysVZUasT7P1tLJJmASZFihESjSIxgvHKJqKpXC+waUDXqKaEqkTWM6bbX6Xz3G8uLYSgHm4FgSBA/5d/6gIQBBtV2yppGFcRNi8nainTTWuOy/BcbT+vGZWJe13lGRu5AJOptPNIuHlCh3CM5OKMlEhN06jgCT2Rlpj/sBKWJjImJNEEZz2AIpNMyvA5N1VQRYEk0fnAbGl2scsvflvlWsOfr4SOMyD4KR/IG64vgeAbrtCM4Hlvw9Ho9bwNs6JNOR17vyy6aUhUivElkWBRSYYJsF1EHOJjrKBpKmQoE1kASREEe0bX4VOerhBZGxuKjlOpn7kDKCcXFM/WGOw5tGKzDsyO3UleAMi5jDDBCoVJVucA0boZy/mzRwhkmiPqEq31KRuJ0afA0rSHDkDOM4jPckVBt3qoABC80zlkb9ZiLfcD7pilSDepee9kjXcDnoO3i30mOgva0cQeO5GGB9Mt3slCopE9dvSQDXXoXd+SO2ijgirjQtZhLzghGIk+q9oPBFOheZ7c5lbj9+Tr2DGvshtsVH7GcsXscZRvBjOM1+tnnCQrdBt/S39t9oRJ0qfd+NtYg/ETpkmPVuMHnP3JU6bpgFbtB8qD6TNG+Tqd0j9y0Kn2OezcZDD2P79UT9kb3GPl8D1SW3vFI7vDr7G6+z2HPa6QdAn7K1v0O4cOSMoCLTOMVDRWYawkFSnV138LRp9jJesKUZeIakbx8j3k5AjTHgDQzTXTCJDr5U2EDYR2DtPIgN0yaztncD3PE/Z87opURNTKlkIpZ9KOA4/nwaTAUhs1T/K4qus11lm6CJw1y1XVrYnO9oGlauLXCBcpF7EUW3KJCSndF/W2RCKn+xf+68xnuaT85IHg3/gb/x1KKb761a+9tX18CQTfQl3+zrdaGUWRU1W1dx4w/DiSvNUJsoImchLQOswK1uUMpVKsB0RGWUEhnMo3sE9bzRBC+Q2szYIVDLFkkZNONQnnHgsQRRcCCmFbTSFoMH0ui/n0ec3/zjrwiqkBy/yaAlJh54yk7a8hF3Nd1jqmT8z12hZMcW8OIC2PnzeUlUFajcJwUieU9oRcNrSThlxUp15rd1qH7JQdNnI/qG4n4atjpgwPpxt8pRXyHNxjv+qymvjnT0MWNO4FE5zYLhsB0UdLlDzQ29wJqI/X7SuOGDAIsIZbvEITBpJ9GVe/qkQQI/bGokufcCTdSbYWBIJCwFG+GQSCUsBxcY3WyA8EhYDj1nYQCAohmBRhIAhQZx2IvT3LLuzlYXS9f/wIZEJuZuR6dgW0W2uZtOa+igti/gKgTDh6/g94+c4/CTjGLTYpHWtrCmE5iZwq1ZJc41zpuOXMktzjTqpPRSDWAybbacMowma204bJOV9FwRmQFFgyZbFWnjLYWZZgjDmNOJPCYvTClkjMweS555dAvcSkOoYjBXapyXT+ltGBEJ9si/VN1NtuDf/pP/2/5Qd/8DfzzjvvAvCtb/0d/vpf/y/5Z/6Z/yVra2+nLQxfAsE3Xucj5oRw84BJoj6yt2FWdIKsoNHLWMEc0wQyeyPtSasb9xw8H3bbVIgkg8ZzxRU4EBlkBZsgK2irKSpvYwIziDbJvUAQwJaTYFtaWIPNu+HUlXoW9oHTNaIzxI4Cqs3zecti/hjnQLAteqeK6NvXmP+l+8pNa4E0fYpkATwt40ZSVpKygZ0q49iWZAlMZnY++GSQ1pAIzXcm26xkUxJbk8uaQtanQHItC6MFIQT7uhcEgmvpiCflOjcSPyC5nuxEFb65Cn/GhRBMkgGDxg+Gckoei+vcCrSPh2afV2KDDetnQ1dmz5nJDoUJ+Ck2L2hEQhKw7xk2u9H2cq+KR9Z16yXq3jos5AHozV5GPQkHk6dR+6Hh6BFV2iGr/c+/O33JSWebzth/k5DoGQfDdxju+0UnQgjK9nrUYHvzwbd4+c4/iZImCpRaaRNlCwctw/EsDNS6mY4+fpEaRhGgmEobbasuMzJftn4ZolnEBeCbyItq43EN58de2llzSY28YCPnTKh0vQs3jm6x1rhuiHFspRJncXMWe3n+hlQRbWunCtRbbAvDojX8VnfxxuttA8Hbt+/y3/w3f52dnZdYa7l16zZ/6k/96/yhP/TPvZX9LeoLAQQ/Sx+mxbEoJel0WgjB0nnAWAkh5rOCHiCzlBVsgqygaaogK2itQaUtTKhVK2SYFaxnCCH9Xn0xVnBJy5pqGo7CsgabdSJgr4ykidTYoosIWcnUVThZRdfY1iAcwVfP5lte3W8rtXxnp8vXVufHLASt1KksAVa6M+oGOunl5+vA5PcOe6z3zx2VtUwaRVkLqkLyXnmNxNZobZ09hLGAYyRR8MKsI01DJmpyUdOSZ8BepmmwY1OohofNNneEn/XblrvsNwNWpf81GZo95zkoPoLnIDCVHdCB5BdheSW2uG38oo/MljxJbnGjfuBd75gTdls3WZ36gWhXH3JYXGc489uo9Jp99mPr9T4HrRsMp/7Xrt0cs9e5xcrY71mY6Sl7vbusHgeyhTGcdG+xduCf8wMoWytBIAjLja9ak7jB9vDlt8mmB3RWuxxH2r5FYqKM3HLvwHhbNWYJI4WNKomVMEwjBthKxi1jlDDLRSqRdb+3oQN2ruVsafTlNJA5OpxX4RWinLW2QTtR2jxceNHeFvP/z5O3P7v3ebSPWbCyb+uw/9V/9d94Ow+8pL4QQPCzVY4R7PXaaG04OZl+7A97VrQpZ2Osh/EyRr8VVrCJKYhjrCDMWUF/C9gYHWQF9WyMiMwg2rQVTE6x9SzcAjaNawGH4roCTCPgwFzRCyaCxLYVuka3hqiAD9xWt0RbgfKwC5myvJj26KSH3m3v9k84qnIG2fy1EoJWamilABrSnO0s3Fv73tE273T3YD5NZoy7eJZaklvBB9OvkqDRej6LNBfbFIlmphOemU1SajJqclFSiHp+GM5zcDUiGnnIdW4TUB/zigOGrATaz9u8oCIlCzCSQxtn5ZZmI0c85wDGFAwj6zpthQJWAGjSFrF+qVFh8QMst+bLdbx93h2/iLKO/aMPqNMOaYBVbM0OOB7convkB8vCGtYf/l1Ohr8neAyCeNJIKg0ns/ATbaWX2bKL1c3ibeFlBtftNJ5Usmy9SJa0pRMdPf58WeTdEu/Ddgb+5tO8xYydA1X/ayywrHc+iWSuzyMQfLss6adVXwLBN1wLV/Gqat5Y1rEQAtFa5WBUO8UbTpGmBAhh0MKiRHaWIsJcBYdBQ3Buz7GCfhsarEGkuQNYVw8IIjY0tq7CrKBuIG2DL2NWCKfUDQlD6gnI5NSm5sKm1kDedcIQX+kIs9eUmLyLLAMX0YiyTTRl1Jx6PKroB16qQavhe3td3h36t13Lp9RGkHoEHkrCy2n7DAheqq38hFeTDputQP7wpe2kFLQyQ2s+I3moe9zp+Jk3qHg2WWMrPwQKoIcxUFnFtE5oN4qnzVewxqkSjQGsIZUG3RjKJOGF3poDyYrMluRzIIkQHIsBK/bQu+dc1DySYc/BAce8lNfYNH5166Z+zrEcBj0Ht5unTEWblvXfyGxWT6hFRmr9N0H96XMakQY9CQfTZ9H29MrkMY3MSAKRecPxI6q0SxZIC+mNnzFurdOe+lv7RX3M4eAO/aMH3nWJYTS4zcruP/auA+iiRwDnA7D98Kd5+Y0fC673izqaS9zONCeR9UwZqijjFz42WM7m6CjbuIyNdL6VsTIfM1Juqb7CLFMjw7QK76OTmaWv4ZuoL2cEPzv1JRB8QyWEoNMpSBJ3gprN4r5oH7a6ueJkqqm108SeDQK7/RUJ1AEvgDwV1LUzMlDSkkgJ1v1/lgiUWMyX6LlPnwUsButm7+aq2vNlmhKpskCur42zgtZEZgUniODjgmp30aND/7ZNBZF8YscKBpi9GNirZ671HPJii5wUemnJw/02d4b+16KXh21FOmnDe/t93h36r7q3eiOmjaKV+LONT5qczYC6YL015dHJkNvtQ+/69dYxlVFk0j/SUNuLF2opoUBTKM0K8MF4nXtFoI1oS/bqAWvJCS4mroc2UJqEUivaOuF5/TXXCjPupqduHNiXtqG2Ka+aayS2IrMVOTPSc8CrknnU5uZQrgWBoPMcvMbNyt9+Tal5lt3jehnyHCx5lt9hO+BJmNmSF627bE38j5/Ymuet+2yN/XN6EsNB6wZb9a9614UQVO0wEAQwSZx1zHTcc7B78iTqOdjdfY/i5AWznj97eFnbd1kk3DQy+6ekibKNmdTxpBAVZ+PyJbnIy5JOlq2nMp4kIpcksbhIvXjb3AHdiDNB9slYuny+ZwQ/5QN5w/UlEHwDpZTzBwSYTEo6nYLQbNhHLSEEw3bCzomfaYj5RVWNQUr3pWusmAeMz0ULlSVLEhqt8bndZplwa3Y+X8KZ8k0Ji7TOWkXgAKS7OMxbiSp1d6eXLxi6hrQVViarDBEAgvVkhIi0gMm7EAJ7kcg6UU+dAXXI6zAyFymqSXzbyIVvs1vx/KTDtbZ/25VWjbF+lqNIDO8d9PnKwN8OvdM74rjO6Kf+1zLW5WgnDd87WeGdjh9Q3GodcFi3GCb+Pmc/jfQ/heDEdFjj7H1SEtpzBTWUPJxtcCcNzLLZGTvNytzG5jyQTClNQlsLnjff71hIBbNyLuIyGmE1wkh27DVS69jI1JQXWsZdAp+feWUen7/zlRD3DJRL1kNs46KKJe3f1jTE5LrqnzxGyxRl/OeSztFjqtYKWWCkIa3GHK/epbvnB7sA6x98iye//g9d+X0mdVTE0UkbpjrmHdjEvQUzHWUbi9QwimyfK7PEJDqutl1mQp1KQxMZP8iWRtrF28pu9jJ2/IYqko2cKujkb9/o+fPKrLnr6OfrmF+nvjBAMGbk/DYry1La7RytNaPR7NRn6G0cSyuT5Img9PgCaANFKqk9ZymLIFGS2itYid+V1dq1oq1w0U9mbo3iHtiSyhS9aDsvLFbmleYSrevT2yfFwoNrDiiT1hxEup9UCXRTOzlb2pqbPOtLt18Wsk4Q7Nn5xS3UAo4ye5H3TFZjN6MYAK8yzYJq6TsrM54d5Vzv+1nimJh8rVXy/n6X+0P/xX+7OwnOGSoJr2Zd+qlfrXqrc8zOpMNG4T/uYWTGUErYq/tBILiWjXk6XeVGFjDGzvaYmuyCSOV8tVUEbAnB1Lbg3ByhA5I17Tmge1Bvc3dhY+Mx1XtSX2NTvsABSdfuK01CZVOkUTyub9KTM2a1+35Y43rc0mqkrnhV3KHQYxJTkpnZhVbwevWUadqnVfvHFNbLJ8zSPkVgfW32mHE6pF0fetcHs+eM8g26pR/wtapD9ju3GI79c3yJKdntv8PqoT9bWAjBSfsaa5GM40aE00IANh/8HQ5+0+87vYOxOLNmNz+nnB2LEVdmrhJlw16TLL+1joEwXoNNi4k83HoYhIklBtqCOEgDu2R9edt6WS0zud4cZmxu9mkaTVlWlGVFVb35ecHPKxD8PApcXqe+MEDw06h2OyfPM2aziunUXeQXn5G3MVQqhGClk/LiKMCWNTbIQ5aNIZH+O71aW7JE0nhayxZQSULT+FgMQWzcpWm0u4Oa/78G9LmTUKIy9Pn5RAPIHCQkSmEWYhTrwKiYz0diLUlSnGMhHRO5SA6xSY6sps78+dJspCXsgyjKONizKvWvAXZyBGnhz2MWYs5i+IHgnZUpz44Krvf84CdVkTZO2vC9/R7vDv2gYrs9cgIQ5aExhKAUOSFzurV8yuPxkFutQ+/69dYRpVHkgfaxiYiRMml4v9rgfuZn/TbSE16Uq2wnASCZ7DAxOW3pf01X1HFwJhSuGmsn0pLIms4cSDZZl21zuMCJV+qlus5G9Rh3Cu1QW0llUiqbUJuEsewyriZz1x+XcuOApMs0HtNlMH3mgKSeXrCEEUJwUmwFgaAQgnGxFgSCAE3aDq6BAyWxKmZxq5z+8UO0ylAB5r519JTZs2eMhvfO/dbSSuU5MGXnoyoWJR1bNqskuWhIU+WM2fUitlLMve/EaX6vMeLCHXcrbShjIpFUR4FaO22YRbdvmEXYylYSf/xWGhd5tFJLGWnrZkpTR4BiIky0LeyAaLxtLJsxBwcVeZ5SFBmdTgtrLVVVnwJDvSyX7jXqTH37+QJVXwLBL+u0hBB0uy2UkozHU6rq7CT+tj8jeSpp5/7oIW0FRSq8rCBzVrAKRF3F7jSrRqMCX4BGW1KlTo1Qz5dFIKVyrKBvn5EXq2kasiSlaeq5TY57Dtr9g1W5S065xEKCi/JDzWmgOVUssXMVtEHlPdciXLCRZs51Go2VCcpaMA3CaM7DalGO4vnESe4HgsD9tRl745Q1nxrvFCj661Z/ytPjFjd6fhDaycIUSifVfHe/z1eHh9717fyIkyqjl/kv6LEEqJZqeFKvclP6AcmtfJ/9qsNqwKR6LRkFc5UB6qvxF6eVSMMrNmnjt2oZyAmvzBab+OcUt+UOh3rAUITMrV8yo6AISIAHzd6F7ORUGFJV0pmD/RENbXES9CQ8Fjm9bgIkWNumwbGRFQlWJGQ6Y7/16zBWnMUlGo2igaZBYRjn6yhTkjYT1KUbnuESz8GV0YOo6KQ72+Gkc53u2P/6JqZif/guwz3/rCI40ch754DgoGguWco4VnCBK1bbmqPZ/D0//aifAafVdsXh7NJsqlgASXdDqNDOiWphiXLu3KCEJpPOgsVwFUguvXdf9gcfbxkpLUSAmhI2qnnPVJzxzJe0jYvEvZYLwAdjlFLkeUaep/R6Hfr97hthCz+vs3afx7nG16kvgeCHrCRRdDoF1sLJycRzd+Q+JW9TZj5sJ0xK/4W7rC3J/GR3uWa1Jk/87WNtLHmiqL0uowKlZIAVBB1rLTcaJaXXENtaQ5Kkrh18ZZcLX0H/iabRDTJgem2MIUkWQNG9D+aUA5EYlTjrm8VbpM79ay2y03ZzjIv8YpwExQXdC4RpUGJuuGo0umkcG2kMJu/SlBWmbijSs+cspWBnkvuBIHB/bcL+JGW15X8tYkzEdnfGw8Mud/r+i/pqqwyOTiQKnk+79AIt3NvdYw6qDitpIOVExGcBJ3RYDTCOg2TKy2aNLeGfQ7yR7nCi2/SkX2jT5zgKJBtDUDwphOBY9IPZyEoYnnKN2/g9/QpR8kRe44bx2+B0GfNCXmfb+D0D+/aYV8k1NprnCCFI0aRC05mvryawk26y3oSzfV+t3mW1enIGJMnQMqUyCdpKRrZN1kzmFpLuRkcYjdA1UldMkgHDo/dJmqnzl7xUZTEMAkEAuSQndvvxt3jv1/+LLHLR0zQJkeIAURGGwDL2iECMFVRaoKzhaJahAy2KRBoguTKvK3DgJ080k0pdyCI+HxmJdX6cqdRYD5BMXsM7MLouLbM6xuYtaxvbpWrmZQDGJxLRWjOZTJlMpggBWZa9Ebbw7Pr4+UJVQgiM+XzlI79OfQkEP0TleUqrldM0mvF45mXIzlrDb+84UiXpFYqTmZ+FU0pgAqxgzLqgjiC6qtHB1rIxllQlF9u85/YppQyeIHREwFFVFYlKMN7HBakCecqANmGrbaMbVJLNVcaXD3cOQHV9+iY6DfXcnd8alEwdy2kszuJ/zmIoEGkOmQMuI22ZVVBWlqoC0TG8N2lT1eYsKQSDEoZUuCQEy4RcaVpJcyFL9d5wfNE38FKpJHyRWGtVPBkNuNX2g56bgzG1kaTS3z4+aoogEFzNZzw8WeVO2w8kN5NDZjqhUIGbiMZ4cm9dSQk75YBe5geCXTnhpdlgKxAbd13tcKh7DKV/nnRb7FCZ1JlYe2oojqLXqULERR1iSfqEkfHTr5bxObyFD+gpkGQKdnrKkqv0OmuzsAH0YSIZtLpY26EhpZEplc1oSGhQpCgOW78JjMUag0Jjmgapa2RTkTUjpq018tmBFxQWk10Gu7/K0cb3UaSavVH4M9orGiaRpJBBq+G4DK/3cx01sO7ll9lIVxZBbQQdqTmO7H+YVxxNr26/iI7LcovW8iyL+BIjmcqGxkqwdj4RbS8AyV5LcjwNA4xcmTjbt0Tkkoi4iEVg6SxRC1uLhy1MyfPsCltYVY4tDIHPL2cEP1v1hQGCb1ss0ukUZFl6YR4wfCz2rTKCAIN2wrjUAebPkikxDyW/WLW2tPOUmUehYCzkqQqKStxz8gM3HblLqhtNoqT3TspaG2UFY4rbpqlRIsw2qgUr6KnYd9nUFVKlfrNoIZBZjp4G2t3VjPFE0G9blBJ0WtBpLZ6D5INXCe9s+4+p0TArWySFobaWkxrKCqra2ajsTQTtqnHChflcpBKGRBhamebBcY+VvKSVNGSXZgJjM2Ft1fDd4yFf6fvB3I3WEaM6oxtQH8sIUZEpzXuTNd5tB8Bafsirss9m5p9x3MoOqa0kDSSRNI0Jn8WE4NCEgWAua56LLbaNn/XqyxEv9Dbb+OcY1+wu+2KVVRsAwfYFJ6JPz/qf26Z+xkR0aFs/yN5Y4mm4UT9jKju0ApF6a9VTxsmATiDSb9jscJhtMqhekdKQ2obWJbfr3c4N1iaPzljzC1hI8Kr9dfpH36WRKbXIHaAUKdoqNJLto1/maOP7aC+bj8sVkwiuXiZijc3O8RoikJhSNyYScdFxMK2TCNCyFKkKMHqugzOdf8cXYjpxDkwuKpUWi8VacfqvyyAWKElczbwESH4U70DHFmomk9mcLUznjKGPLawvjA99OSP42aovDBB8WyWloNNx84Cj0ZS6jls/wCcz96CkoN9KOJlpN0NkL0yzoZREB+YBmyjz504IvudQa0MqpRf0GYuzoQmISlyPLsAKah38gmmtw6ygEAiVYIOsoA6zgmYJKyjCbel6NkEGjK2lELw4UvTb/m1vrNaczCS94uprkSh4fpTRK2YgBEXmzF8XtTa0TGcJg5YfjH9vJ+P6mgMNE22ZVoJq3m6aZZZfPBlQqMbNm1nXLG+lBqsNQkoOyoJCNbSSi88rlZYHsz5fSQNWMu0jXk27bOb+1vR6Pg63cIVgbArAD5Y6quKDyQb3cj+zdSPdY7fus54ExDLJPpVNyIT/u5CZSGubuPWPEIJGdSCQISyE4Eis0tP+Y5MCDpIN2oEUDyUsB8kWreqDwPaWw3SLVsCzUAjBSboeBIIAs7THoPKDdPcgcRVr0YwcI2kdkLxcq/sHvGd+jFGErcuUYX8Ufp1baRPNFe5mTTTJo5fHk0R6ecOoDh9fN4+zlW7/EYPsqEhFkEnN0URyfh7yfGVSo0nwTxlaEmEZW+Ha2eISmMSBLWMFiTwDXk7Fo5Lw2AAAx+dJREFUzSmQ/LjegY4trCnLmpMTH1soaBpNVTlQeH67z0stHEE+T8f8uvUlEIyUmwd0dzbHx5MPMRvw9hlBgF4r4flJTjn3hRIYEmlJE4GpXbvWGHPq/7c4MQgpyFKB1np+kjj7ZFs7nwcMzArGLox1E27HNlo7JbCnFWyxZFlGVfpFGLE85aap3QxigG1UaY6pA6xgpO9nmioOFJMMKj+4uLulOZoIBm1PdFwieLiT8LUAK3hno4oARcHLUcag5Qcv99ZKN2fYrkmUoNcCWu4Y1oCH+yl3VxYn4YvZpAAP929wd2VCaRyD0jQwq92/tmX51fImwhqstUhrKFKDbdxs22GT0VY1haxILilyh9mMh6NV7rT8StRbxT5jndNR/tekk0QYeCE4MW3WA0CykDUflFvcS/2s35o65nm1zrbyg9xt8ZJj06Uv/CB3pXlFSUaOn85atTtoJCpwE7Qq9qPq5l4gYWVRfR22eAEYNDsYRFC0slo9jyadrE6fUCYd8sYPVvvVDietTbpTP5jM9JR3T36e7wx/NHiMvbzhcBZug/daklDoDzhV/TRyf740aeRjJnksO9crGbfESZWljKznqYkAWUGexIFwK2mYBoGspUgMrfTNopsYW9hut04BaauVX2ELP6v1eW1nv059CQQDVRQZRZFR125Y9sO899a+XbHIoqSAGwPD+3vuTtIiqQ3U82tSpiS18V9mlLRI7OnM4AJESmGZGUOeuEmW83eXWIsVruVp54Dg/JfCAulSVtD/ha+qKsgKGmOCecruFjgBE2AFGz03jPE8rtaoJPczikuymE09Q6rEReZdqlQJno4kg3YAKG7WjEtJJ78KDhxQTB0r6Kk76yXHM0W/uPo6SinYn2SsBtjIOyszXpzkbPf8r1We6tPHaWcWMuife7++t9fm/sqizboAku4UMjQwq7Yp0oqJFtRaMq0EtXYG5rNM8l7Twc6j5qx285EJDZlo2Kta3Mtfkcurr9lmdsLz2SrXAn6IN7I9ZialkP7n3Vf+1uqiGhFmc4QU7OuVIBDMZMNDfZ3b+D372mLGE3GNm9YvGmmbMc/l9XB72hyzk15jvfaLRrrmmP38Oiulf/u2GbNb3GRt5j++zJbsdW6xOnrgXZfCMulskx/5k1AAmqIPASAIsPX854JAUGCZRpJApLQcRt6+VBpOIrODuYobWOeJ9opQFlWoeK5wrvTS3OTY4ythmNTxtnUZaWsD0dlAICimWuyhH0k3ehN1lS2UdLsdiuKMLdRan7aQq6r6TLNuXwLBXyO1mAecTktms/hAuK8+yQ9Kr7AMWoaj6dWTQaUFncwy8VwftRG0Msti1G0BIk9LGMrA+SGV9oL1y2JgWgnLrDbkKkPYRWvCzP910XhSCVzusb3AsFoIs4IEE8Pcc2lqlFQuIu9SWSwylJmMi7sLto/rijQr0JXfG9DKFBEQstxcNxyOBMPu1c9CqgQfPJd8/Yb/Wd3ZqJhUkranXZMqwfNpRr/ws4J312ccTBJWfCBUiOhFd7tX8eigze1AHN5au0IbccWDDyCR8HLSpjesyRKXkNA578FnLS9GBdc6C2ZJ4FphCsjJqhTEFg0uOaFsFLWGWjuLkUkimZieS06oXaJNMpc1ZKJmr+5xL3vmNdZeS054Xq1zLfGzftfVK0a6TTegTt5QezRGkQj/TUxPjKOsUSp0dN1KEf2AaxE/TZsl6yriQwmQBtjMReVVuLUM0Bk/j1rVrB58h9Zsj2mxdmVtUDTRXOFBXnMUaSuvdGEv0lZuZ3ERSSs11GUECKaauoxYrqQmCjRbqY4mmbTTONBclrRSLIm8W6ZmFliGxdsFgpdLa0NdN+R5yqtX+2RZOreoOWML3WxhPVcifzbYws+r5c3r1BcGCL6JN0dKSbdbIKVkNJpQ1x/9A/hJMIKLurep+EePnb3B5ZrULnXCZ6swqgRFYqk93lXTWjiDU885ojaOMZqdgkhBY8Q8OEuBsKGuKam6KCxZgEgpLHUNaZph5rN9EjMflnY/MpFY0zhm8rxA5JQVDAhZmjpoNWONRsZYwYgSwjYlIjArmCjByyPJsBtgBbc1x3NRyeXKEsGvvlR8/Zr/Ar09KDmeSvqtq2+4koKjKvMDQeDu6oy9ScZaO5DlHAENw1bD+3sd7q/42bFbgzGTOqGd+kFobWNzVjUfHA643zugnZkrINgYy1GVs3LB7zCZ/xRQ5SC3mFlB2SRUjaQ2Aq2dv+Y0UZikQ91YpNFIHJBMacio2BNDuviBYEeWvJRbbGk/67Yqj9i1G6wZv5/iFq84FEOGgTbvtn3BSHTpWv/rutk8j4pGVqtn0fXB9DkT2aNt/KKZ3vQFJ8kqvcbPuHaqA45a1+hP/axkZmbs926zcuyfZRRYbu/8LL966/deXVtynlyWFDIu45YrMbZOCss4AuKksEwi60LE2UyXNLKMzYs//9hYDOC98TlfiySXUPVyfcGd4JOq86fjqqqpqjO2cAEKe702/X7nEltYf2qM3Jet4V8DlaYJnU6BMYbj4/HHylp0quE3eHCR6nRapKnixrDk8b7PzkaQpWfM38UKp2yAiIpKZrUb/ve9TNMaigR8OLrW0C0Uk/lQzAJEAlQa2kIwC7RK1Lw9fVbzvGMB0hiyJMMCUpgL0XWndIyunEPyJZVxjBVsZrN4+1glLuPYU/evGQ5GghUPK5glggcvwqKSu5sN41LQyQPbvkrot/zs6Y1BuH2MEBxOFGuB4Inr/RmvxgWbbT+DutppgtnHmbI8POlyN/UzSLd6Iw7KFiuZn81cac2Cjy2lYEqLFfzbDrKS57MVrmcH5Kq+kghijeW4Lhim58HSGZBMTELV3HBRc1pRG4mes5HGWjSKh+ROqW01yjYk1KRUFFTMbCCCBEAIjhkEgaAUcKDW6TZ+ICiFZU9tcbMOi0b2k21uVH7RiBRwmGzSDsQyCiEYZWEgCDATLfrBVbBLWJs7O3+Pp/d+lzN7F/NBEeGUr+20wVrXpWiswFj3/R+0NCcRtq5fNIwjbOJq13I4iVjW5HE2sps1jJeIRCYRkUkna5jEkkqShjLC5uVKR9edN+HHibRzWeafRoXFgYbJZMZk4s4/Mbawqioar8PF2ztm+JIR/MJWUWS0WjlVVTMexwPlX6c+CfsYKV26iRBOzTwsNK8SdSocOV+TSlCk1rs2bQSdzHjNTGsj6WTGCyKNFeQJ3txj51cY/rZMSidg8YHISWXIE+H1NNRW0EoE1alPgnCZpRZAYoQI+hIKLEq0MOeAoRIWKZ2QJk0cyEwT4WLqtMs4ThQYbUFqL4i0TcXBSLLa9Ys7TkrFSjcA9rY1J1NBr3X1ueap4PFxRif3fx7vbjaMZpJuQFRyWOb0AxnCd9dLdscp6wFz65ApL8CwqPlgr8O9Ff9jb/cmVFpesa8BnMF0kwWB4DCveHQ05E730Lu+mR0xajK6iZ/NTAPKYHCzfodN5xIQPKuWrHjUrHI736HjYzSBV2WPzfT8saXznw7XG8NhfR9FQ20UjRFoI50qEzcN8UjfR5kGhUbZmtRW5FRkdsYae1FRx2CJaGRgl4hGzN5pTJuvVuqXGCQyJGopn1GLnNT6bz5WZ0+YpAPatf8moD3bQ754wKve105/t9Gr2Rv7vfmyBMCQiEXH4EwNuwCSiTC0kwaLOx8t8osX4o9l3sZNLB8TnM9fpOyS7ZfhhWUikiwxNJH5wVaio0CzlSz3HmynS16kt1Sva8PiYwuzzLGFQizYwvo05eRtsnVnquEvHhL8NQ0EhXCMWpIoJpNybpT58ettexomiaLbbWGM4eTEsZeXhSMXS8xBl184UjZibnHqaxGDkv6T6oL5qzwns0oL2oHW8nIQuTjWqzVrLEkARNbauuQUb2ayQEqB0fr0zdGcxVvV85nGSTU3iV58NebHn2ZtN6syPwnIee5xVRk+OCh5PjpvEu2YykRZ8tTyeFcxaBtauSU99/ZkieDBS8XXA3flm/2a0UzQLXysIDzcyfhaQFSy3Z+FRSVCcDgNA8HtzpRnxznX+wEVr0fksqhcGd476PKV1XD28f4sZ7XwP3YvDzMUiYS9qks3kD+8nk94Oh5yI5CNfKN1wFhndJT/e95L4zeBFWH2RyWCk6bPnTScBPKo2uSWWqwLHG2ZY22XwkqeVffocUJjJI2Vp0DEaOeLuZdsU5gxyjQktiKjJDUlma3omWNeJdfZaPzt66454VV2nY3KL1pp2Qkvi1tszh5611NqXrTusjXxi0aEEJzkm0EgCHBv9++dAsFUGg6n/suPRSCFYffkahLIotpZQ9mk+M5nUlhnID2RJNKgpLs5UsqdAwROKNcYQStxXqzux3UnhHAsZaylWixR6mYq3pJNhImLZETYu9CVXdI2d38Tq+GnxAbCojX84QBVmC1MabeLU7Zw4V34ptnCLxnBL2ApJel0Wq4tMpq+4Q+NRSzx3/qodaZmbq6wl1HhSBMWjjRG0M387WNjJYU0gbvrhU2x/5tRNgSZv2kNmfKboNYaWqnwAkWLQAaTU/zt6EVV2pAqf8qJsdDKUsoqkLm7uOBciqyTmeSddxXPXzXc2PS/5w+eaoargpm1HNeWsjQ0taVuLCY3/OJz4yKwrJ0njVi6BRhtOBzB3fWKVmpILl0Xbq/XjEpJ1wPMUiV4cJLRL/wM2N21GfuThNWAqCTWUtrsVjzYb3M3ICrZ7s2otSD1zBtKKdgvW0EguFLMeHTY43bP38bcKk6YaUWh/G90moTP0om0PJv16QSsYlbSCU8ma9zM/TY3N9I9jnSHgfKzoVvpQdSzcKBG3ptEIQSpsLTThlURlsg+1xtcYwGCFdAG2mgDlU1p9ApHtk1jFNoIpLTUjXBOxdZQkrErJMrUJHYOIs3slAWMq0shN3H1da/ejbKOtw5+gV+4/c9RqxYrHc2uhw08faxCszeJefMZygAQM1YgJUyDbWXBZt+wN/I9vmMgO4nLLpbCIqW76ZPCnuLOTBmUOGMj7ZyRXJwnikRHvQnbqY7mizsgGmP74m3jVMbXBZbBW1YLx+pNdMzO2EIusIXdbpte782zhV8CwS9YZVlCu12gtWE0mnyseUBfvS1G8HXUzNcHhqpxrNrCMFQbB2SmEeHIuBJkyp9XOalda9knAKkax/zNPGvaCjqFZOyJwjubTwyDSL/pi2MSc+WfYTQWilSeax9f3GfYsQ2mZe1i9Dzf9EYb2nnOzKtqFoiIqOTuDcnLPcPWmiDLBFl28W8/eGq5dcO/bVFbTioDLUtVOwbSGMt0atHaMhob2ql2Fy0MRWrBOIuWXmHZHScMi+YKiFRSsDfJ/EAQuLMy5eVJxlbP/znLI2eObq753m6Xd1f9YO7OYMRJldLL/IyEjBAhRWL43tGAd3p+VnAjO+HltMtWETC3zk6ojCKTfiBZBNrC4NrLR1UYCBaq4dFsndupP4lkoCY8qza4rvyikg15wK5eYV3627zX5CuOdJ+BuMi2Kgktam6KV0xo0T2fn3xudNFYmNqCDjVnbGSP2iZUNqGtFa+6v57E1ijhOgV2znILo5G65lX7PkVzQm5nqGZGYs/ew44+Zrd1k7Wp36omsTW39n+eB5v/k+jsX6IMR7MY22Y4msUMqjVHAbYR3OzdfjDuzhkvH83SYBynksZlznrWBZZUGkYohDD+yLn5eTlTen6tcLK4pjm7cMSiQGH59SVXJspIDormUxGJLOpNJ3S8DltY181pRN5HIX6+FIt8Dup135tWK6coMsqyPv3QvPlj8bdgP2p9mHSTTEEnE3xn5+LwuhCGTFo6uUYIhZQWYfXcjd7NNCZyMajvkkq0XbB5/ozhRc0agRDW+x4cTzV5gPkrtaBIofIwf8YKilQEAZ3bIgQiLSrWPlb+9rEDdAICg+/TsgqmrmyvK569qrnuZQUFlWc+c1F3rsPOgWVj5erfZKng6StBrw1ZBlnmTu79+eR+3VjKmaHf8T/2B88ERb+mqi11A7PS0tSgG4tODP9oJyeVrp3dzgxaGzJpyJThYJay3qm8F4xr/ZLHBy1uDfzzfmudCm3wbptIeDHp0MsOvdve6I55dtLhescPuDZbExojrhhXA84iR4fNidtJwwcnK9zv+FnB9eSEl9M+W3mgtZ0dMNUZrUB7eS2bp6gEPptJICpvcezlZZXLpfVj0WMQMM+WEg7NkC7+100KOGCVzrlIOyEEmdBkaFAwYci2nnsCerDWM3GDjWYCdIAOjRXUNnWMJAmN6XA86FFr4VwM5mykNC6j+NroVzi+9yPsR9i+lbaOrg9a8fVurjmYhkFQN9ccziIgqW2iucj9vOGo9H/GLIJ2pqMilH5eczz1by+FpZ00TGvl2Mj5+VliT2cjBU6kl0rt5HDztvYiJUQQnw0EPnHLmMv1tqPaLrOFZ9F3H50t/BIIfgFKCEGnU8znAWcXYm7ezv7ezON8lHST64OGV6OEw3MnQ2slpYZyIhm2LQcjf6TRsNVcult3826psnQyN0+jhDN6lYu7XARKGsekCTFXANpTECkiLadYYt+stnO7matrlYYikdQeoLhIRzEBQFebMNtYN4Y0kNPs5gxl0NeqKCR1MxecXKobW5KngfaxFCI62H7nmmD3yLI+uLqWJoKnx4p+x39Mt7cNB2PJSteSZdC5pBZ+8EJye9P/XbhuLU+OO/RTTaOFA5GNiyg0GkptmRzmZMpitUVJQyo1uTTkiebBUZd3QlYz/TGTWtFO/crmmNVML6t5/2jI/Z6fObvVOeSgCquTV/NJUJ2MEJQ2wjZJw/uzNe4rv4FyR055PF3nVuZn/TaTA/bqAWvKP0t3Te0wsW3aASubbbFDaTJy4Qei6+zRkJDg/2Kts4dGoQIqhTW7G91+w7ykFhmpdftPhCURFa25F+GKPKYkpwiwpvCUh5Md4Lp3VRC3bJHCRtlEtx7+7ChponF1UliOIh1wKWy0ZQt2qVI3xva5traNRtoNioqRlxF1N8DdVFMbeTrHfCG3WEAmLa1PSSSyKCHEh0jq+niltWE6nTGdfjy28G07gTx8+IC/9Jf+L3z72/+IdrvD7/k9/xR/7I/9b0jT8PnoTdWvCSDonMxbAG9hHvBqvSnVcJ6ntFo5TaMZj18/3UQI+PpWyd9/2PK0gQWTys1L+drAJ6W6tDZX4zVQaUmuLJXHdxDcXNvF4HhDIqFsXPvS4FrTLg9zweu5mZzFXZaZg8jFvqUQ6ICS0acsXlQZAXTGQjtPmXlvBsRcDRgAkdogAzBy2Fd894OSr93zf63S1DGr0oNAttbg8QvDrW0PUJSCWRWCrnDnmg3a1CgpOBxLVgJ+hrc3NTvHko3+1ddYCsGkVmz0DTnQaZ19Jhb1bC/l2qofSLZSwWFaUDeSsoZGg9YWoy3WwKyGtVZFXVuU0KRSk0lNoRpudEfsTFtsBOL0hnkZHMGQUkSB4CAreTRa5U7b316+2TrguGnRV/7tt/ITtJWoALvnS0c5LSGY2gLwA0Ep4NAMaAdmBVOpeSk22TJ+UUohK3bkFhtNYF2UvFLbbDZ+0UghKl4k19hqnvj3LxpeqBts148Cx285VOtsVyEgCLcOf55nQz8QXO02HE4jljDthoPI+rDdcBBlExuOAmwcwKCoowbUKx3LQcSSpp83H2v2L5N6KVCdRuLmtHVuD7H5wDuB2d5Puj4tYs3PFqZL2cLF3P/bOO7j42P+1J/6X3Pr1m3+nX/nL7Cz84r/8D/8S8xmM/70n/4zb36Hl+oLDwSzLKXdzufzgNNPhNZ9ExFz7XZBnqfMZiXT6YdXM7dSy/31iu/uXG01VY1grQMHnvOBNs5OpqmuHr+xjvnDCwQdyLmoPpY0xkUg1UbNWxr+uZosPW9s7XKRUwmlMbSUmfsDziPv5gyjmLOVxsxNYez59vTZY/lqWjbBNm9jrBOVeO9YBbuHDetD/8Xg1vWU8dScA01ntb6iePpSc2vLt6WgVYQvMNc3BK8OLJsrni2FYFrBSggobhkORpIVj8WNlAKNJBRtcWutYXeUsh6wwMmz8Od8pWd5ftTmem9K7+IRA86LUthszk5cvPg21jISGSQlVe1i6nQD2joQKYxl3/RJdH0GIkVDoRpy1XCre8y4yegErGZi6mQpBSe2Sz/gWdhRFY9ma9wOsX75Ca9mw0tWM2d1Pdtl1LToykBbXcRFJx174pijANOeNvELfW78+11UiI08v/9YDcx+1Irm/vR/5Bf6v5taFlfW4nFpNpqSATboQbpYLyNK3ddh82a14XJG9/mKzQrD8lzhItWMot6GNeOYd2HaRNXGqTSsfopq4UW97dbw65afLXS5yO12wbe+9S3+rX/r/8A3vvENfsfv+B38zt/5P+OKSekbqP/qv/ovmEzG/Pk//xfo9wfzY9P8e//e/5k//If/COvrG298n+frCw0E2+2cPM8oy4rJJBJc/4br43zAhXD+gK8zD7isbgwadi61iBe1N4Z+bhhVV09cxzPJoPCvjSrFoNCMPLFLk0owKAwnHhDZGEEvN0w8a/aKf5pj5SoNaEmjLRbr9e0Scw/AMxBpUMIxnspaCqVdBrISKOlyi6018xxlMM6b44pAJNaqXR0u5gGvfn2KXPK9hw1fueM/GQ96grKyXgC1NhS8/1Rz/4bnYiIWxtv+z9b2KjzdFdxY98/NnUxdHJevNgeaZ3uK66v+Nm3MT22tp3l6kHFj6Adcnayh0VwRqwAUqeXBbov7ax72SAiu9Sv2Rinrff9j700yVnODFBcfXFvHWj85LFiRTsGs9fw9NZaFP91O2aUjZ6RCk8mGXNYUskYK18Kd6Ix2YBawq5ZZzYRZJylg1wyDQDCXNY+qTW4ngXxhOeWp3uKG8ItShvKEF3qTbeFvXw844hUbbOIHsn17xCuxyYb1b9+zx+ynW6zWL73rbTthJ7vGesCqJrE170x+kV/p/sjF42410bbuSrvhOCISGbaaqIhk2faDoomycd28icbB9QrrPS8u6uOxffA6ljHLlN8bneoTCzuI1WcFCF6uBVsIE6SUKJUBlp/4if+On/iJ/44/9+fgq1/9Ot/85o/yzW/+KN/4xg+QJB8fRv3sz/4Mv/k3//ApCAT4nb/zd/MX/+L/iZ/7uZ/ln/qn/ucfex+x+kIBwUWr6DyYGo+nVKG8s7dcH/bDrpSi2y2wFk5OJl6bkw+3f/j6ZsnPPWp5mDjBrFmkg/jaxxIlLdoDAkalDLaWj2fSmVd7WMOTUtLNDFPPXfu0lgzalhPP9bX+UCBSou1c76GhbJTzQfTeBxiK5KzVLebWLUq6E2ouNcxzkhd5yU+eVzSNYTKFPNUUuaBViAvt3rs3E/YONWse1rDblrz3sOarAaC40pM0jSXxzBlur0s+eKq55+uqCYHrXPg/bzc3LE92JDc3/EbPNnJ1WB9oHu6k3Fn3MwlZ4uINfWRIv2V4elBwc+AHTjdWZowrRSfzg9BJk0IgC3etXfPooMOdwfjKdlkCN1dKtBasBZTAL0Ytttqa82yktpapkZS15MWooCdnzqRYu5sFiUVag7CG/bJHX47JhAORuahPL8Q3sj2OmrDCeDuJs359NY66D2Sx9jOwRHSKXnLq1yKJ2tDVJsasgQgYuy/q65Of4/nab3Kdk/n9TZ4Y7LxroI2LCLx4boo/qWVK22Xry/R9y0CWosarsJlXt7AczcI76WUNJ0uSTGJt5VzpaKSeEJb1zpvxyv249VkFgufLGMO9e/f5j//j/5RHjx7xS7/0i3zrW9/i7//9v893vvMr/NW/+uN0uz1++Ie/yZ/4E3+Sa9f84w6vUw8fPuD3/t7fd+F3vV6PtbV1Hj588DGfyfL6QgFBWIgrXMvhTYCpj1JnMwWvP0+waGG7ecDZG/uStDLLO6EWsZYMWw3HHgVdbQSDzDDygC9tBd0MRp5ruz2dn/MppwWVDptXn8xcFrHPC/CklHOD6qvbzRqXgDLxpKO4YxWMZr7PgcRYc3qsFklj3SwbwAxJoi6C4c6qmzUdAI8eT7l3u+DEWKqpoW405cw4oDipeXXoWtVSWDptqCvHXrYKxcs9w6ArKPKLxzzsC957bPjKLf8Fo9cVaG1RnvP99prgwXPB3W0/K6gi3/Zra5aHLxV3NgJCmMwGBRZrPcODlxn3N/0XmWGroWwEucfjL1XweD/j3XU/O3ZrOGV/krMaiNPrt+KRdw9OOtwfBBTA3SnPjjtc754Da8LZKGVKk6VTjIFW4p8l3Zm0WD1n2G2sZWYkZa2oteRglnEkZk49u4g8tAZhXc7xWGdsyAMyqgsgEmCoxs5qJglZzeyz20SsZsQOh6bPUASeOy85oUsPv5hni5eM6NINrG/aF5yIPj3rf/w184pDucrQ+Ocwe80+au8xz9L7gIuL2xldZVGlMKTKMmhpZpWklTSnsZKcYUiUNDRG0U4bF1Vn3FjKYkSnlzeMImxjJ4uvF0mczUuXiFCUtNHZQfDfPH+YypWhMeF9rLUqv9L+U6gPc238tEsIwZ07d/jBH/wN/Mv/8r/Mkye7/MN/+PP87M/+XX72Z3+Gv/W3foIf/uEf4cd+7A985H2cnBzT7fau/L7X63F87P+Ovcn6QgFBpwJ682Dqw9bZfsOtvPO1aGHPZhXT6ZtvYd8YNBxOJNNaziGaxFhB3VgOp4pebhh72sBHM0m/CKxNRbBFPK0l/UJ7QWSlJf1cM/bNIBpBXoREIIsoOb81T8wj8WhqgiCy0pJ2qr0+iHY+5xTiNjbWMiZTTbulyHL30zln4/L02YxbN/wtwkdPZxQrGZPG0NSG2cxQ1wbdGBoUv/SBQSlIExDWopRTUGep5L2nmndu+NutnbYTyPhsW7ZW4YPnknvb/pujIhdBULUxsDx4mXI/oDBe6ZlgC7hTWN57kfOVTT8reHut5GiqGLT8rOC4lMzx95UaFg0PdjvcW/Uzbzf7YyZNQjvxM2gxz8JcGR6Me9zt+YUdG+0pz0Y9rrdPTo/VgUi3r0GrYlYndFPfdzrhuE5oy95phvbMKMpGUmnpVNoy4ZHtnnr5pdJgtTnNOT6hTddOyCmvModCcEKPYcBqRkjBoRkGgaAUcChX6Br/uhCCYzGkpwOPLwRT0Q0CQYBvzP7BKRDMMxgHoizLxnl7Hke8Ade6DQeTi+sCS6IckEykoZU059wOzsoCeWoQwt30GSOo5wkji2plhipiOdPNm6jIxLF9MZELHEcsb5YlmSgR9w0Ey8ZnhA2EzwcjeLmc0tnSarX40R/9bfzoj/42rLUcHh4yGHgsHT5H9YUBgkJw6g/4NsDUR6llsxifVAtbCHhnveZv/Ur7yjC0wOVZpgqEnM/WnWZ7uru2Tjr3q5r/NMZZiMRaxKNSXprdO6vjCLt3PLF0c8PE0z4uG0Evt5eUya6c76A/HYX5McdA5GXm73SfWtJKtfdYW23FyxdT2i3/CXg4TKhrQ5pefS63b+Q8e1lxfStF5ZL8EmH76EnJ7Zv+C0c/NezVhtQ4g+mqMjSNG3w22vJ4t6GdWTotQV0ZksSSKchSS54RBGwbQ8uDZwn3twPJGB0b9AYctC3vv8h4d8t/sbmxWjOpJO3Mk40sBbvjjEFAIXxzpeTZYc71gf97PezUUc/Cx4ct3lkJJJV0Zjw97nCj6weS17sjSq3IA0kmPmb2dE3CXt0JAEHopxWPxyvcbu3PQaS5lNFc8mrSYfOKp6EEcoZGM26uk6sJpVGUWlEZhdZuntQaeKDvI60mV+4mYwEiU2r6nFCRkuEH9xvs0aBIArdC63aHmoQ0aDXzgpKcHP/zv1P9Kh19jGh32B+HX8h+EVcC9/KrIBBcd6LWgjzR7Iz8cXQArVRzOLkcZ2dJpCWRDiQ6NlKfsrYLK5aFOXSjnUG0Ni7v+OLJ3y719VtWmbLUkeZWZ0lSST9vPnXLmPMlxOuRJJ+lWgDBy79bWfEo+D5k9Xp9xuOrN10nJyf0F6axb7G+MEDQWjg+DlsWfJJ11hoOI8HzljafRAu7lVl+8M6Mn33/opGcRTIq3SD1wdj/cVjtNB6nfkOqnLmrtpBK1/44f8etpDuZnjc8XaScOHGGv308q2VgdhFGpWsx+gDmpBJ0Cxh7rjuVFvP5RN+cobMCCTF/01JQ1ZqiuHqx2tou2N2rWF+7yvx12gnPn0+5cd2nMhO0W2rO3l09pts3Mw4OG1aGV/fZbkkePm24dzMhTeUFFhJgOnOzjpfbzuAmmH7pacPNTeYspJ37AhqssdTG8t6rxM3CzdtyaWIpEkunMHzwKuXdbT9w2BpqylqQp1dP8K0Mvvci490IK7g/Tljt+CPvbCSycdjSfLDb4X6AFbw1nHBcpvQDSmEVaZdl0vL+cY/7Az8ruNma8GLcZbvlZ85utI+iopNBOosqgE3keUsJR6ZDP5meA5EXn+Pj2Sq3ssuij4TFqf/J7BZbco/SKGqb0MyBzJyEpNSKnpqgawciFTWprclsSSZKnsvrXDf+JJFUaF4lN7nePPQfP5avlz/P45XfzjRiuJ4ngnGEzMpSP5u4qCKLs2Wd3HAwubzuwHRjoJPHDazXOjX7k4vffyXsPOfY0s4atJUUqjlLF5mXtYI8k1SNu2lZnB/PVypNfPbvNYDm5meMDYTPnzGzYzHfznX6zp27V2YBR6MRe3u73Llz963s83x9YYAgEBxY/6Rr8fkODnpfiLj7ZCxtAK4NNO9uVLy3cxW0HEwS1roN+x4wuD9O2B7CzgViQlJr2B1J1roNu4E7+vVOw8EFEOkYx5ly7WNtBUo6I1QlIUkkTaNJpD1NNjkfCm+jBtWCqrHB+ZNxJYMxerMmzPwhJc9eTLh/t311bc6Surk9jz/gVs7ufs366tULSb+X8ODRlPt3/EDREPYdvHMj5fBYM+xf/cC3CsmrPc12wOXg+qak1pZ+3//1f7lr2fKoj0ugvaF5PDVYa9HNAkRarHHZrImyjnWSllQZMmUpUkORGm6t14xLSceTjaykE4asBtil68OKnVHBRtsPJNc6dTBtJJFwMCuCQHCrW/Jy3GGr5QeSN7ojSp2Qqw/P2CsJu+MOtwMX4n5W8mo2YCuQsrJdHHPYdBlKP9C8lh0wtTkt4Wfd1rNjaqtIhf82Z5iOSawhUxqfKOfYtOnZ2blzmZr/OCPeVpNzYm7TWIk2Cj2/4TMGhDUgBK/kLaRtUKYmtRWpLcmtO97vK3+B/3H024NCjW6u2b8C0s6qk2sPiDurdqa9bOGiikRzGGk5JzIedyeF3wBbW4HWCrS70YipjdcSy+Hk7AVw1lmWRDm3g15LzdOXHDpfGDFb65xYM9lQ6iQ4e10kmv6nnCRyvhafpc8bEJTy7bWzv/nNH+Wv/tX/OycnJ/R6blbwJ3/ybyCl5Id/+JtvZZ/n6wsFBD8rdXFG8GKdRdx9spY2i/r+6yX7k4T98VUAsT9WdDL/TODOkaWdWyaetYOxop0b79reRLlW7+maYxym5myWcHxlyNqdWActfSFFYBGTVzeKTtY4X8NTAOloSKMNaWJozEUACcwzUGIm1CEVNdy+1eblq5KtzavoanU148GDMe/cuwoUpZRUEbbixrV8Dug8KS/DhAePZty/7ZszFJSVEyhIzx3H5prk5a5ma/3qe5Klkp1jQycwd7c6hOMx3ti6Tkvx8FBy71rA5LuxVBX02mevswEm1lI3lieHgqHVLuJuDiAdiDQUmeW7uw6QZ9KQJ+6nmLe0YpHg/Zbmg70O9wNJJtf7E47KlEEADMYUoXli+eCoy72+nxXc6kx5dtLjesfffr7WOWFcp3RS/74LVUeTTmY6DVrXKQk7VY9W4j+XtGTD83qNa4EklK6a8azc4EbiX+/LCc/rDa558pGFEKymY142q2wJv6gF4KVeY1O8wj2JAigwxlLbFCES7tj3eV981X/8mfWy+KfrqWEaYcs6uaGMAMVu4WMDz2pZnN1KO26APSjqqIikSBoOLt1EO+ssZ5+lpGFaMx9bEfg+CJ1MnnoHivmNtnM/cN2Zzc5nY1RqUWeM4Kd8IB+i3jZ4/f2//5/mP//P/1P+zX/zX+cP/+E/ws7OK/7yX/73+f2//w++dQ9BAGFf85nt7MRNRD8LJeVngxEEWFnpXZj7Ox9xN52Wbz3iLlalTvmJXyq86tx2pqka6RVddDJNpaUXKHUyTan9Qeyt1NBcsYJw5Swj8M7nJdKpY31tYCksrcQEDGYtveI8aDWOoZrPP7bmM49SuPvn8wxjIs+BSMMFWnd3t2RtLfG2cuvaMJs2DAf+i8LDxxPu3b5qoAvw9HnJrev+7crSoBtNr+O/WD14UnL/ln/bnT3NxipeoAiWl7uaaxv+L8yTF4bb294ljLFMpuF848ev4M6mHyhaa9k/FqwP/KedF/uC6ysX2QujLbV2OckHR+6zZvQ8jcZYlHDvb91YOqoiV47haqX6AkP48KDNvWH4PPbkqMWtnh9IllrOFcR+ZuXlpM12EX7shycD7nbCwonHoz63234FMNayN2uxlvkZy9o4cUmo/TzWKTllMOd4pNt07Umwg3FgeqxwGDz2PT1gjfBz2zcDViPre6zxX4o/dKWF0s31HOT5D6yT67kVVWD2L9PUWnpZMnBiIIP/vAROgCFl2ORaCEsrtZQRk+t+0TCOROYNW0uSTFpVdH21A0cRf/BMaX7w+pH/JuNTqiRRrK+vsLd3+LF8cj/JklKwubnGbFZxcvJ2gPWDBx/wl/7SX+Db3/7FecTc7+Vf+VdeL2JuY+Oq4vjD1JdA8C3VcNg9BXxKSTqdFkLAeDx76xF3yypNE3YmLX7y2/719a5mL9Tq9ajzFrXWaYJh76vtJthiuZpvfFa9XDMO3PF3MkvZ+O8s3byU8AJaKSxZYgIpApZutrgAWaqZpqobmtrQ1JrJqKLVlrRzwaw0SOVaj2kqGE8abmxlFIW64gM4mWikNEFhyZNnM24HFcYl9274TwbTmQFr6LT9H/yHT2ru3fTvc/fAsD70t57B8vyV4cam/wryfMdwYyN06rDs7MPWqn99/0Sw1gvP2jzbEdxc918gjsaCXt54xS4Aj3YS7q7PT9TWUjeCRltmlaBpLOXMmUljz5S4LqHGUNaC9WJKrhpypa9cPD847HEvMCsI8HzU4nrbDyRrI2gaQdtrReNa1yvpOAjGnk4G3MjDYOrhZJW7RZiVezRd4XYeXn82W+FGuhtcf1kN2Ur2guuHps/QBoAssKuHrIvw9v8/8Xt5Km5d+N1Gr2F/HL4Irvf8oyxn29dRNm+jG193s38xEFZzFGEDl4HAInGZwCGgKoUbr4ilrfTyuHfgvZUx13qfLUYwSRLW14fs7h586tfC1y2lJBsbq0ynJaPRZ2feclEfFwh+2Rp+S+XAiSBNEzodNw94cvLJzQPGylrLvU14slny6kRh53M9bjhasDty+bK7J1dPQLujhLWODqSVKFY6miPP2v4kYbWtOfJYMBxOkzlQvLp2UipWAiByXAl3LJ7sT2dT48/9NFawaBZ7xSqNxGiNVIqsSMiKs8fQ64bxSUV/NeeylquzAg+ejLh1q0U9M9SVpqo1unZq3um0ods28xlGNwOUKEGWuhPNZGpot3wK44ynLytubF296LQKycMnDfcCQHBzXTGZWtreyDvJg6cN9296e5IUeXj28dqG5NELHWANBUKGTaZXe5ZHLyW3t/xgsNu2aO1X5A46lhcHKdeHfkB1baVmNJN0CzeflqYOpLcKd1zP9nOuD0tCbban+z1uDWZMjVO1N1pQLXKSM8t3RrnLGLaGVDpzaSVcRnJtE2ojSeXV55VKy7NZn7tdP5hbKWY8GQ251T70rt9oHXJQtllJ/fFv28URM5NSSP/rMkynUVHK0vnHJYzSTCex5DW0CIMVgB+S/5BJaxtjhFOAKziZqmBuezvTV1qq56uV6kuzyRcrVcYjgDsrKWzw5hTmAo1onN1y14huS7A/Dv/RstzjThZPOskT+P67HXSTUpYVZVl/Jq4/n9cZQfh8HvPr1P+/vT+PtyYr67vh31o17qo9nOE+99h3D8jUIBoNQaBlNIKBV42GTK8KSLQjAXEIvg7P84gmtEmj0gkiYoSgPGAw4gCSkCANKiDKLLamoRG66eEezrinmtda7x+rao9V+0x73uv7+Rxpz77POXX22bvqV9d1/X7XUlUECRkd5zBNajUXjHEYho4wjOF5o1dSTRNd11CpONjfb+H9f2XhysFA/hYRsHSBjTJPB/Bl3Ailco6JEPnfcgOAHIxO0sgKnQoYOs9tl2hUft/cx4iAbfLcXaEEAq4lciNlAIGaxdAquPMetTaqZseFSf5XHmrghsv5d1mtZgjX1aHrw8eTxBwsSVBy8k7gAvW9ABub+S6Oa9c8nD1rIQoZ4pgjTjh4GgkTxwxrZbmeTqMCug6YuhSRlknQ9hjOncl/Dh54OMYtl/IfC0Jp/MjbjQwA9z/M8KhL+Y81WhyuLWAUXIseuCJwy4X800vDE3BMFH7t/VeAR53PrxaEsTSqlO38731lXytceQchsNfUCncnN30K10iga/nf+8F9CzetFe/ivVI3cdbxZfYdIwhjmX/JGcC4AGEMOuGynU0YNMJhkgQmTeAlBrbM4vPsg+0aLtsnrwo+5K/hBmtE1S+o4bxR8P2FwE5SxRntoPDx/aSMdVoQfisEDlgZa0WPA/jvyT/BNuQ81Llqgp2WNEBI53o32kqjMtevt1LGAQgun2vGCaoljt1JVgOdeOQ6u4odwxsxG1gyBCJOCufksq5FPMINXDlk5d0tGwEecx6wLBOGoUMIgThOUlEYzawaZ5oGNjZquH59r2N8mXeydna7HcDzZr+reRBVEZxDsjV3uq7B84KZzgPmkWl/TSN47hMCvO+zDuo+7XmcIIgJDtoAQHKdtGWbIWakz4FLwGHqQKUk228alcJcI9lzIsWgoYk0SoakWwDSFq4guY5fmV0oitfhxaPyDLXCNnA90OGaLDda4sINVTz41QYu3zj8BitXLDz41QZuvnn4Md2g2NtPYJf0nEoGgVUy4PsJSqXht965cyXU6xHW103k+TgefMjHjTcMzxlGACIa4ZEDAs7kZpMsU1BwAV3T8YWvcpgaZDC1Dpg6YJuy6rd7gELjyIUtAi8AnJzxxmqZ4uFrHJfP5V/NttaBMAasnOtl1SG4/xGCWy7mXwgunBHwAgInR+xZBsFX9zSU7YKq4FqC63UNZ2sFu5PRXUc5SKXEcfXAwsWilXhrAQ4CA2sFP9s25FyZa0mX5+Ar5KG6gwvVFmT5LHtNyhuDihC4r76BddOHAEUYyRstwdP3rMbxZf8sTJrApBwUSbreTn6ctRqIuAaT5l/gy3o0cm3dyAoWIYhHrE8DIfBRwnpBgDUIgQenMOAaAL6Bfg4f4N+KWinBTku+JwW6xomMis2w7xmFLdWSyXC1rkNkIpKmbvZ0daROBTgn0jhE5DywEKRzPmJCnjeKEQVjJV1yiuh9VByCnRG1lZqdoDFqE4oxWgRqhGPL8dBqAa2W3JtrWQYsy4TrOqhUXDDGEIYxwjBCFEVTM28sYnzMIh7zcVAVwTFDqcwHpJQgjhO02/NTCcyglKJWc9PcRYIYNv7bR4Awx5235jC0w3yDyGaZ4cDPH9beqjDsFszvnK0kfY8RyKw6Swc2q0AY8XTeU8hLZSqsbYsiiARiJjoCMqNqFc/jOEaCkOUPnZsaB0f+HtIoZIjDGNVaXgVPYPuah/MX8iJlgAe/2sRNN5VzH7vySBs3XMpXXs1WDMsisK3h30UIgfqBFIp57OxEOLeVf7GuNxJUXJKzw1ggjjl2dmKUHYIkE5BCztG5JYKDBkPV4TLOwpDCzjYFTEPO3/k+Ry3/V8VXrwI3F2wySZiAHxBU3fxT0LU9ggvr+S1LIQTqTYKNSr7o2WtQnKkU34BdP9BwvppfNQwTgHDRcSsP8siBUbg7GQCuNy2cc/OrhlwIeKGOqpX/sxuBjrIRyW0jeT+76eKSOyymOBcImYZrrRI2bT8VkTLuQnAZBU8FR8SADbMNMAaLxDBp3DWRCIGdqIot/SD/FxMCB4mLNS3/WsA50GY2KjTf1MI54AkLZVL03BC8g/1LWGVnZOTLVvWw2cAEuyNmC89W4pGPb1ViHPh6upGkW4WkREZTmRoHE+mWJiE3IjFBOp2RopvLDEuXO62LTCoE8rU3SmyO6nQAwA1VHzeuFbtITFOKQssyoOuyWhhFcadaOMlcW9u2sLZWwdWrxdXpecOyDKyv19Bs+gjy1lDNGGUW6WHWQjCbB+Scg3Mh3ZVz1BLOoJSgVpNmFts2kSQMX3oowvs/b0PknJzOVhPstvJPOufXEmw38x87V2PFj6Wtn6KvyyoCg2yVE+x1LhKyypWFHrsGQwLSrUACABEQgsDUOcJES+/4+3/HihUXpvJvX2vj7NlSrqGi1YxgWTQ3aJoxjmYjwsZGfhv44YdauPFyvoh86GEPN17OF4qNRoySTWGawxcJIQT2diOc3coXitvbIc6dzb8Atj2GkkVgDAlFABC4tp3gwtn+35NxjjDkOKgzOFYaB9MjPEqWQJxwECHg2gJmKiDtnsN76DrB5QKHMYTAbh3YquU/fm2f4kLBrCAAPLSj4cbNAidtQGBRBjNn/zEAPLhr4KaNgveuELjWMHChmj+E78cUOhKYBe3l7baFc05xe3nbK+GsnW86gRDY8y1s2vkX+YhRQAjYBTN/jchCRfO6RhghEHOKkFEkjMJnOihn4BwyPJdLAUnBoSFBQkxU+T5MEsFCPFRFvM7P4Ky4Vvi7XRdbOCuuFj5+n/YE3B0/s/DxdTdBY0SuX7UjkIqrhUlB8gEA6Jq84SlqycoxldGRNetODD/WerY0iTTiSgMlBBoSRCytRKJ/vAaEYK0UozmiGuiYDOEIoUmJwN+/uIdscmXUYgNAzidLUWjCNA0QQpAkrCMKo1H5VyegVLJQrZZx7VqxeWjesG0Ta2tVNBoewnD+DC5KCPYwSyFo2yZKJQtRFKPdDlAulyCEmMuKICEEa2uyhNObZ/jFKzo++sX8iJMLawmuNwrEYC3BdoGoO1NhuXfvBHIG8SAnw4sQgTWHo5FjHiFEYK1U8BgEqiVWcKEQWHeyx9KNGZpc3USpQBJG+OqVEBCZ+1yKIt2gaLciXL6hDDOnSvfwQ03ceGN+OWx/L0CtZuTOEoYhQxIlqFbzZwmvXPVx6WK+GHzwwWKhWG/EqDg0d62dEBy7ezHOnskXgw89EuKmAudyEKSr6oz8i8q1naQwimZ3n2Ozx53MOZcO3ghIEo5mm8ExIXfqQman6Zr8ewaRdIfahoBtiCHzycPbBJcLHMZNn6TzfrkP46vXDdx8Jv/9yYVAo03zN51Amqa2nJwdv9n33rNx01rBpiMhsNM2cdbN/9leTKFDroXLY9uzcdYu3qJ03S/jvF3sbn64VcENBaYUCIHtsIwtq6jqJ9BKLNR0H4ILuZGEaYg5RVZECiMCDQyEcxBwUMGgI0k/GDQewSH5QjaBhnfw70WQOxwhsO7mv/czNspyXVwRW4c4jc9WR1cLz5TjkevuDmvp2jpPQ7cLhCjlcEwGDpJmAXYzLrPXmqlxxJx2ZrS5kN2RTPBdqgZ41KYPIL0xE0j/l6Tfp1gYEtJbLTShadKwk7WQwzA69Vyf49gol11cv744QrBUslCrVVCve4giJQTnHn0GU4+ua8MwdARBhCCIOp8jhKDVGhHyNAMIAVy3lJpYhkOtP/0VAw/uatJBzOSuzizH71yNYac5fBKmRGC9QNRpVKBsA81gWCToVKBk5odUm5rci+tF+e1cQ0NuhqCRioi8xzTKYRsCQc7dPGccURjCKQ8LYcEFDvY8bG6VEKUCLkk4OGOQy0YZKKUgRK6L03UCw5BVu9CPcO68k3vyvX7dx/mzZu5jnpdA04FSTrURELh6NcSFgtUhDz3k46bL+YK+3khQdgiMXEEnsL0T43xBe/nhKxEuX8x/gwUhh+DFMTY7ewnObuY/1mpzOLYoqEYinUOUxxdFsqUcRrICmcQ83e3CQQCYuvzfzLRUbxHcfCbMFYMJEwgCgmop/8R+ZV/HpbXi6I2H9kzcuJ7//o4ZEMUEZTNfSG63itvHAPDVfRc31Yrn6a40bVx088VgwoEw1lAxC6qhiY4SKW4/78cO1vWCiiSAK34VF63iqJhHgjVcMosv8o+E6ziv7SLiGiKmIREEjFFoVCBKCO4XN+Kv4ycMfd1WpbcbMIxMFxhl4EjSLSD5rzNb52CjcgWpgKmNng+s2GzkfOGmG48MoN5wIhyM+B1cM0nDo4dHPHQqz41PvrEJS8/m2eTfuPe/OT+aKARkFdM0Tdi2NJwQQjqGkyiKT1QtdN0SXLeE69eLjU/zhuPYqFbLODhoIx619HlGKCE4wDSFIKUknQekaLd9xD0JzY5jg9L5EoLZ/CIhBJSSvsDrDCGAD/21js/f37vRQ8A2AMsQ2KzK9pOuIb1bBQSRsRQi28+Zisdshq9kcAhCEeWZTiwZ+ppn9Kg5oidVf/DrEoSJVhBuLU+WeY85JkPCae73bLUCmAaFXRo+EQd+DAIBxx2umDHGEYcR3HK+MNu+3sbauokk4kgSBp7INVGOTdFoRihZFFoaJWMYUkTaFkWzGePcufzvGfgMhAK2le+kbtZjrK0VCboAly/mV/6aTQbXKW4RX70e4+K5Aqf19RiXzuVfBJOEwws41ir5F9GHrzHceD7/oiTd00CpYGXew9dFoWFFbjoRsE2BOAYYE4hiuRaPcyCMBEo6A4WApfPUpSr39loGx36L4mItX1A1AwpHT2AUOoxt3Fgrrtw9UrdwQzVfDEohSVE28y+0e76JDdMvzh1slnG5XFwVfLBZwY3uQeHjV7wyLpSKHcDN2EZVzz92xoGQ6XC1fBEdcwrOCWya/7xGXMd/O/g2hKL7GqVEjhfk3TSmB4WaI9AcUS3cdJOR6+ROmzu47owWeVlYf2FuIBUwtdGzgTJzdbRT+NFbw5XmXiGYfmaoWniYKCSEDFQLKTjnfbOFfNT6n5Ry2UGpZGF7u/hmYt5w3RIqFRf7+20kyfIJQeUaPiG6rsF1Zfu30fByyuUCZMTC+Gmj6xrK5RI452g2PdRqZeTdGRMCPPdJCTgH7vlq6twTBH4E+BFBKxBYLwvstQZ/NwLXFiBUwAspADkbY5ty8N6xElRMCppGzxC50gNCAK6VwI9pJ4ImE2l1j2CznH/yboU6NtwkNwusHelYc/If8yItncEZPmGXyzZ2rjdhWvrQTKBdMnCw68G0hmNjNI0iYARBkMC2h39mbc0GixncyrCSsasCXjNAtdZfwQsEYJRt/O0XW1JExhyMcwjGpQCngOcncEpUCkidwDTlh21REEoRRTx3lvDSBQvXtvONJZWKhmvXI1zMySwECGpVHWEkYJk52YJnDezux9hcH74Y6zpFGInCXLhL56gMuF4ffszQKa7sc1wq2LR0cQvYawAbg8GOAAydoOURVByeRtUMV1Ku7xnY2hg+uceQVcNrjMn4FwHEsRSQSHcrh7FA2Uhg6TISxqAcls5g6xw31HzseiY2nXzB41pMZublnCYMDbjasguF4EYpwkONCi6X82/QL5ab2AtsbNj57eczJQ8h02Bp+dVQW0uKHcaEoM0MFKyqhkaBg9AtFIIG5djh67CRbxYwaYKvs+/DJ/0ndj63VU2w0xrVsj3KKrjiy13ZGr2T2KB85GwiwegNIwBg6yJ/l3nKWmm0kKxao0WgQXnhXKt8z/U6X+XO9izTVIpEMbJaKFvEUvAB8pqSicJqtdxXLQzDqHBrSPdnLg7KNZyiKoJdLMtEqWQijhna7fyKX6lkwTA0NBrF7Z9pYVkGSiWr73h7N5/kIQTwgc/p+NsHhy/qhiZQc4H9nH3FFZuDEwo/p6V7psLR8POrcefXGLabsuWhazJv0DQEDI2gbHMZAk0yAYlOCHbJkMGvMSNDd9qjssDOuDH2C066Vx7cx6Wb1nIfu/ZIAxdvyFEcAHaut7B11sk1ltT3A5SrBgxj+PkM/Fg6dN3h4+FcwG9HBc5lYH9Xtqx7EYIjijj290KUHQrGOERq5CjZsgrGmYBjI61AElim/JDHLrC9k+D8Vv6b6eGrES5fyH/MD2RVLS/AGgAeuprgxgsFLWJP5hLqBdkb13c5zm/mPoR6U6BaFrmiCgB2DoCza/l38u1AVq2LZgmv7RNc2Mi/qEnnM0XVGfjeQiCMgYMGQclIAAHEMTpubCJ4Z5vJuh3C1DhMymBpSed34FygERhYt/MFVTPU4WhR3xq9Xq62XVx0itvLX21WcNOIquDD7QouOQVVRSGwE7hHmiXMI+EEEdNGVA01vGv/W8GoBdtMZ0ZJdy2kIEROZQhZgTQMwCs4DwByrnhUQHTRDWfGaXMHD8v80ykHofndjwy5l734d3jMlo+bN46/RaS/WthtJYtsAY84vIVMCOm4kC3LBKWyWpgFWYdh1BFRlYoL0zSwu3tw7GOdFZWKC9ctYXe3daSq57RRreEBJi0EXdeGaRrw/bAzD5iHbcs3Rb1e3BqaBo5jw7KGj7dWKyMIund3eXAB/O/P6Lj34eGTj6kLVBzgIEcMVksciaAIcuJotqocB+18197lLYJHCsZGRplVztUSbLcMGJqAqcsgViNtXZdMDi4o0uuGnCbjQL3Fsbvj4fylWs5JTmB/u4nNc/lvrvpuExsFb7wrD9dxw+V8oXjtSgsXLuUbS/Z2fWysy3bLIJ4XQ9dIbvYgYwLNRlgYUn2w52NzM39ecG83wNZW79cJRCFHHHOEYQLOpJEGQrqAbYsgSaQhK0kY1ioUlokeAZk+ByNaxHHMEUYC1XKRUGS46UL+Y37AQUlxi/ihawI3ns8/nQWR/D2covbyNsHlrfzqGOMCbR9YK+cLyXqbYs0pHiDfb1JsFgRYhzE6bWkAgJBzcjEDkhjwAgLXTBBFSAM2hXTwEg6dcHihhgtuCwZhMAbNJUJgx7dxtlTQfj5k7V0jMuHqYeEs4Xbg4qw5Yo7xkFnCh4M13DBilvCz7UfjY80n4eIGx7V6sQA6X4ux3eyKMD3NKtXTD9eS4dMkE5GpUGTpFhNDF/AjDYnIv4so6QyJKHYay/Dn0RXBw1q6m25UeGMqvz6/i5Fh6Ry33dIovBE6KoMtZCG6r6njzBYaht6pFg6GWeu6Dk2j2NsrHl2YN2q1MkolGzs7rbmsCiohOICmHb7a5yRQSuC6JWgaRbsdHLos27LkgG29Xjx0PUkIkfOLmkbhecHQLGCt5iIM45FiFpDZX//7szoe3KEIY/TN8lm6gFsC6jkr3mqu3C6SNxd4rsax26K5UTU3bgEP7+X/AYvFoMDZGs+No6FEYMPNb/twxhEHAaySjNBhMQNLGHSdIAwSGUhrUGiUQNMpdJ2iVNJBNQKvFeHMWTf3WLavtXD+QoHg227hzLnix7Zyvyewu+Nj64wNklNtbLdjGAYpiLGRQnGzIMbm6lUfly7mC8VGI8JaLf/iEwQMBNnuZGnaCCORhlkL2Sa3CCCyTSjyEmxogB8InNsELBND1VPOORpNgc21AuPIdY7LZ3MfAmMCbV9greCc+Mg2cMNWvpgTQuCgQbBZEFWzXSc4t1b8nn9kR8OlzfzH/QjQBIdt5p9qd5s6tsrFlZxrdb0wqiZmAEsIHJOBMSBKIOdzEwLOAEI4eBrhQ8ChQa7EM9K1eB63cMEsFmvXwwrOmsUX7L3IxaY+YpYwKaGq5d8MMw5E3IBD89uZiaB4r/88XG87KLpIjZr5BQBdGy3SCASq6WxhZ4uJloXhC7nxyJC5pbITkWYHZrmBnKBqMeyNFHGjRaClc7l9ZkSu4GGRNbee83BD0TadU5AJQ6kSes0nR68W9oZZm6YBSimEEGlHSppO5lFc9bK2VoFtW3Org5QQHGASQlDOA9oQAmi3/SOFbWbt2IOD6QtBTZOmEABotfKPt1p1EccxfP/wkwfnwB9/BvjLLxBoVFZVLEOuNzN0wC3RzokSIJ2tIZYhT7B+hKF2zfma3GWcNzh9wxmBK/v5J+7zawm2c8QgIQJnKjw3xFqjArUSy50ZjKMEYRChtj6c6ZdECQRjsN1hoZRECeIwhKZrYAlDknDYNkHgc3Ah5/hMg0JPI2hMU4Nla6CU4mDPx5mzeRmCAtevtHHhYr4YvHqljUuX8h9rNgJUa/kO5HY7hm0SmGaOUOQCXivC2lq+eeSRKz5uKBCKe3sRNte13FZ4kggkjKVCcZgrVyNcPK8jiqRwjGOOJN2EkiRyaJ4SwDTk31bX5GvNMjgaLeDCmdxvi50Dga01UXAOELi2C1zYLHDLNgnWXZa7HxkAHt4tjqrxQ7knpEjsPbKr4YaN4rV32w0N56r5lTkvpLC0YlPKXtvEGac4pupq3cLFAlMK5wJNX4ejx4jS3cqMy/c8SWfGCJer8DRwGCSBQRnMdJtJI7ZHOoy3wwrOGgeFj1+L1nBeL64KfiG6BR+qf0Ph40VJBhnnazG2R8wWHhY+fRQRB0IgILf1GJrcsESJ6LSxDV0KSQEp9jhHJxA/4cVz0BnrpdE7hx2D4em3NCdSAOnlKIYT4HBhuLFRBU3fZP1h1nEaZj1/8Szr61VYljm3OkgJwQHGLQQzQZckcr7uqDcupqnDdUvY35/u85aFWjPG0Wr5hXda1aqDOGbw/aPPlHzyC8D/+jSGKnm6JnB+neLK/vATv16WCfpxAliZgNQFdJ2iXEqzsJiQJ0kOcEIRxUDNYbhaz8/YO18QVJ3F2ORV/3QqwKII1ByujIVBJKNPKsOCJ/AiOb9X8JiAyHULx2EsdzaX+gUW5xxxGCMKYug6QZIIUAhounS4EiJbhbatwdBlBI1la52W8fZ1D+fP5wdRX7nSxqVL+Y/tbAc4u5UvFINAzqXlVRSFEDg4iLC5kS8UD/ZDbG7kX6QOGjFqFQ1azswf5wLNZoK1Wv4F8OAgyTWdAIDvs1RsCzAm9zvLKo00cMQxh1sSsFIRKQWk/P+9UFZ4zILr7kPXCW48m38h6rSXC3YcP7yj4YaCqiCEwE6D4my1IOjZkw7hojnFh/cMXF4vDrjeaZo4W8l/L4cJARW8234e4MA3sWEVpxs80nRwKc+UIgQiRrDdtlHRQzAuRQ5Pd/hZOksrxIBDQ9m+Jgmsnm0mnAu0kxEOZEHx23vPQ4sPv67PrwlsN0bP1HlxsUvX1DgIJcXh0USgavORcTCHRdocNltYthKZwkBl/AtNA6hp575afj7hRK7BE+gIyMz88aQLbZwvuImYJCeNp1lfr4JzgXq92QmzNk05StUbZh1F0dysZ93YqEHXdezuzqbDdxhKCA4wTiGYzdcFQXQswQRIQVYuT1cIZqHWYRgfutGkUnHAGBvKETyM+x4Gfu+jyGn5Ctx8juDBneGTqmPJVWV7zeE/zNk1gaaf30K+6azAboukc3+yIpQ5ZuWapu7JkXEZWcO53Jtb94dP3mEQgycJytXhsNoojCC4gJMj6kI/AqUEdmlYDLVbIWybwjCHT/btdlgYR+N7EShBbhxNHCWAEDDt7tdxxsASjiRO4HsxTIOm5g+aruQj0KgUmpWKLgWkqYH2iLArj3iFq+12dkKc3TJyT9y+z0CIKKjuiZGr7a5ej3DxfP5jYcABIgojcBoNhvVa/kX4oJ5gYy3/As65QBhwlN3BxwXiWGBnP0HVBTgTSFIHsIAU5DKPTeYa6lRWc3qDrB/ZpbjhTMHFSQhsF+04hpwlrNpx4RzXw7s6LhcM+8uAaw0bbv7Prvsaqmbx9x4VVQOkVcNK8Vo8P5ar7/IIEi3dpJIvNPcCG5tmf3s4YUDENSSMoBXpsBCDd8yrAhpkFZIKhgfjc/jL1hP7vl6jAk5BBqlEYLOSn22acfYQJ/Jhq+hqpdFr3oy0qp3w4mOs2mxkxXGUqU0jAptujL9/Y3vi1cDDOE61cGOjhiRhaDSGRVVvPI2ua1NdfTeKzc01UEqxtzfbmf8ilBAcYBxC8LD5uqNgGBrKZQcHB9MZLpUh0dpIJ3AvMkrmZCvwru4D/+3DcnPDIDefAx7c6d6tZuiawLl14GpOy3fNlZfhVpAzM3iW4Mo+MPz+F7hhg+GR/eGTqKULnFvn8GIKgwL79QjtdgKeth1l4LMGTddgWhoMU4duaPBbIQyL5gq+VsOXBqCceJhm3UfJMWBaw4+FXgjd1HIf81qhrPzllKe8dgRdJ7Ds4YtAECQA53DL+ZmGLIpQci0A2cwel+3rWCAMYlimNM84NkEUy/eMrhN4XozzZy2YJh1q9+7uRdhcH47VAeRuaJ4wlN18oXhtO8aF3Dga4PpOjHNn8i+EUSxnDytDgk4yypTi+xyWicI8xEaLY62Sf6JotDiqLnpaxDKDMI4FYsbh+xyOLR3DRKRVXMKhUyBmAmsOk653PWcTyo6GywVr7xgX8HyCWoHxZLel48yIbSYP71u4XLRfVgjsewY2nXyh6UUaTFIs5rbbFs6OWIv3SNPBDQVRNgCw65dwxhqxNi8o4YxVsKNYAH/4yJOxH3fHIi6sxbjeKBZplzaBqweFD6NWYqmLOP/JlNVTkptvCnRnC1thsTvjsC0kG+7ox0uGnH8smh0EBG57VBO1gkD0WTKqWri5uY4oStBsjhZVmqb1zRbKamHSaSGPe/XdKM6cWQcA7O/PPgUkDyUEBzitEDzKfN1R0HUNlYqDen2ydvPeUOtWy0eSHO2kcNoVeE1P4AOfZHhoW1bqdJ1AowSEygpexDQkHIgTgigBgli2lG+5QPHAteHnwzFl5Mj+UD4hcLYm0AylWWWQSxssnSfs/6NTIrBZkC0WhzEYS+BU+ttNgiVgcQQi5Do0SuTFnjF5vEnC4bomdIPCMDVYlg4t7eUd7LdRrdnQc3p79X0P1TU7d9Vc48BHpWJCz4mVaTdDmLaeO9sXBTEIJbm5hWGQQKM8V0QyxuF7cUEcjUC7EaC6ZoEn0j2cCUnBBeKIwbKorJQZcuYpC8EOAoatjfw2cJII+AFDrZov2h65GuFSQdVwv55gvUIL2ssc9SbHZkFl8NoOw8WCtXdRLNfclZ38k8WVneLcwjiRLWIrv1uO/QZwpsYBCEQxkCTZ60gaWnTKwZkASefINCLdrYbG4QUEF2th4ZziI/sGblgrMFcwIIwJKlb+OWDPM7BpB8VCsm7jcqX44ny1aeNCuUisCbRDAzWrYP9yokEXDGZBbmE9NFHTfeTcZwAAtqMaPlZ/Anjq/o05RZTkB9EbGoeuA9ERDCJFHLaK7lyteFc6cPgWE43ISJxR4dEbToL6iOzCy+shnnRxPoVJL71CUNM0rK1V4fs+Wi3vhGHWBjRNGwizjk+9+m4UZ89ugDGOg4P5WRDRixKCA1CKwpPoYZimAcfJ5gGDU1XyNI2iWnVRr7cn9gLtDbVutfxj/ZxxrMATQuBT93K852MMgzdnFQeolSmu9MyBWwZgW8DWGgUX0k2maWnAcHoe0DUKPyapgCSdlnHVkUPZrZxVdRc3BLbr+RlcBzsNbJ6rDR8752g1fdQ2hh28URBJsWPntIm9QIZKp61gwTkEZxCcgycxSPqLGAZBEPLOFpcoSrC2bsNIq4O9lbX9XQ/rG3ZudMzBvo9q1YKWIyKbjRCuo8PIEYoycga5kTNJwhAGDJXqsJLhXCD0Q5Rzwq8BoHEQYH2jwGV8EMAtaxCp+YOl5g8BAc44TAOwLCmwtZ4QbE0D6nVWOBN49XqMSwXbTNoeh2nkB1wDAtd3eOEO5P0Gx3pF5FY5AYHdA4Gt9dwvxW5d4Eyt2JSyVwe21vLPH20fcC1eeJ66tk+wWU2QxFLcMZbNXQmYGpDEDBoVUkxQKSAtjcHUORqBgc1S8bjHbtvElpP/nudcwI/04tV0kQ57RG7htmfjXGnEJpWmi0vuiLiZVrk4txDA/77yBDzQ3uzbUU6JgKGLzu5waWYTiJkUjECWOSqXEDJOsObKLkORIl5zEjRHCDBLz2YLiyt1tdLo2cLDcgcPi4sxNI5nPboBU59vt20vmqahViuDMY56vZGKwJOvvuuNpzlqmPVJOXduE3HMUK8rIXiqHzQtTioESyULtm2eaB4w/zgoajUXjUZ7InMNJzWxZIxzF/JeQ+B3PpTgK1eGD+JrLlE8vC1jLnqpuYBbIriWk1xx03ng6r480RIiUDIB2ySwdGCtShAxmsY7UBBCIEBhm0CjDfiRgB+i7yRf32lgfas6FL0ihEB9r4WNs8O5f0nMEHohquvDLt04imQgc85e4qAthWJeuzdo+7BdC1TTwBkHBEuFpGzdUkqga/LiDxBomoytCfwYm2dKue3lg30fa2tWrohsNkO4JS1XKPp+IjP5nBwndcwRBjFqtfySl8wfLNhlvB9gvSCqxmtFcMvD7WXOOSI/AeMytiNOpIAEBEDSNYaMo1qWolrXZXZhFjx9fTfB+TP5b/o4livlqm5B5W+b4dLZEbmFtDi38MqOwKWtgtzCUFb7ir726i7Bxc386ljCBOIEcAtMKfU2xbqbc6ETAjEj2K0TlNOtJZxDPpdCiiXGBIy0BaxTDlNjsDTWmS3ca5s4Uyo+J1xtlnChXDwwv+vZ2CoQg5wLeLGBilFgamEUmpDB2rm/d2zjI/Wvx9VGwZMK4EwlGSmwHJOBcZrmB8pZY0OXIfYyZ1BWbOX8cdflmxk04oTgwibB9REReIe1hB0zQRBrxavmiIBjjo6LeeKFNm4qcqHPIb0isNHojkuNL8y6O1vYDbPuzhaedjzr/PkzCMMYjcbJOmiTRgnBAY4rBAkhcF3Z0vO8cGxzB5QS1GplNJvekdu1R8VxLFjW6USr48gKVLM5ntYCFwJ/cQ/HPV+R1UGWRiRECYFtygvS9sDJkwC4+QLw0A7AB6p5NVfAsih2clyBN50TuLo33BYyNY4wiKDbJQjO0jMJBxHyiqjpBJRSdP4chIBQijCIsL5VgW70iyLOOVr7HtZz3mRxlCAKY1TXht2MgSfnuBx3+ILVbkmhmNe2jbwAhmXktolDz4ftyLk/zqR4FIKncSvSLOKUNISRgKYR6DqFYVD4foyNjXyh2GpGsG05Jzn0OwQMECx32wljAu1WjPX1PKEosLMd4uzZ/Iv1zm6Ic1v5ArPdltmDpjF8rIwJJEnSV+FkTFYdk5gjCBgsg4ClokfO7XWF5UY1FZDGYHahwO4Bx1bOajsA2NnnOLuR+5Dc/NEWuavtALnN5Nx60U2gwF6dpC3kYQ5aBDWXFZo/ru5RXCzYdhIn8mJqGwUxOW0dm725hUIgTqTpKooJWm2Cks66W1DSEGtb5+BcgAoG14hh6QkGO/ataPS2kx2vhC27WEhebZdxsVSssj61dzM+d3Bj7mOmxqEbBEFc3BLeKDMcjHD5Xj4DPFIcq4izVaDhyxQCXRNpZVaAUBkfRCBAtDSCR5BuTEzPxpNaKRm5rm6UQQQAqnaC2x41+biYcVEkAgcpCrM+bjxNN8zagGEYfWHWYRgjSY5XLSSE4Ny5TQRBhGbz9EWiSaCE4ADHEYL984DBWPOLCCFYWyuj1fIQD5bDTvE9xyVaSyULuq6NTQhmBKHAn3w6wt2fjOCH3ZcWJcCjbtCRpALRNLpzhXIbDE33DMsLWRjLjxvOEjy4Q4Yia9ZcAdMg2G3mCJz9JirrZdCBq2gcxUjCBOXacJWPxwGIllarhJzvIqnzDYLDsjTEaZtaEApNo6AaQRwmWD+T014OEyRRjEpt2KUbeBEIRWro6KfdCmCZeq4ppdUI4LhGboUv9AKYtpU7hxh4QTpnmLZqOU/bMLL6Z1kyjFqu6pLB2aZJEfhJYVB1FHEkMUOlMnzBEkJgfz/Cmc18wbe9E+L82fzH9g9ibNTyswmDgAPgcJx8U8r+foIzG/kX2FY7QbWShl8zAZZI41DWvqaQLWwCGeGhUXSyC71ArrbL6yC3fAHbLI6juboLXDqTL/a8QK4WswtmDa/uja4aBiEZXm2XstvUsFUpPj9cq2u4UBBALNvRBLaR/7332xrWSxEoZAUyZgBSEck5EMWARZOOgNQgYOkJKDgMytAMDJx38sWg4ALNyMKamV+VjDnF7z74D+Cx4ffO2dpoF/DgBpJB1pwErbC4UmdqMivQz9mYlLFZTgp3FmtE4Ewlhh9rUkBSdLIGs7BqAgEQgpgTMC73r/ebRQSedksT6yM22cwTRxWBeYwnzJr0xdNQKlduZpXCo4RZU0px9uwGfD9Cq6WE4Kl+0LQ4qhA0TR2Oc3je3mlYX6+g1fLHMq+gaRSuWwIhQLsdnLrKKHch62g0xmuHJ0Q6mMOY4D0fquODn/D75gc1Ctx8UcNOXWCwK335nDSE7PQUBAwdWK8QbK5ReGEqVChAqGz7NVoMLQ8QhIBQ6QTWdA2BH0IjyA2Dbu23UFkbFopJJO8aK2vDQtFr+rBsoy/SBZAnqyTwYFiWPIkjPUNBzg9qFNANKYAppdB0CsOQg85JwlGu5ucTUgKUcqJlvFYI06K5FcV2M4Rt67kt5FYzhF3KN54EfiTd032VSLmPOIki6FqnuAqezvVwLn93p0RhGlSahExZhQSkscbzkoLNJAK7uxHOFlQGd3aKq4bNVoJSqbhq2G4XR85c340L9ye3PekEzttzLIRA22NwbJIGZQskLK1YCOkYJkRe6DUqw69NXcAw5MxaHAPlUsFc3X5x1VAIgf0WwZlqwWq7FkXVSYqrhvsaLq7ni8GYyRuusl1gLGnp2HDiwqrT9bqO8wXbToQQ8EINFSv/Z/sh6Ww6kQHWBBoRiBKACIGEEVgkkjOQqXi0tQQ6SaARgS82z+LPth/f9z3PVhPsjIh6qdgMQVzswJWzhTw1eORzcQO4djBKBB7uAubIN7hIBNYdNlQtpER0KpAXaxFuPT+f7clBTiMCBxlXmPWo1XdhGOVeVzWNYmtrA54Xot2eTjv+jjt+Du9///uGPv9Lv/QGPPWpTx/6vBKCAxAincOjyOYBj5K3dxrW1ytot4NTt5t7Q6LbbX8sLuRJ7ELOHMyEULTb0sHs+Rx/83cR7vm7CA9eZdA0wNBp2r4EQCjiJM0VS4AwArbWKRoeMBjBeG5DzoVdHdhHnEQx4li6gAkhEEKAkLQdTHhnlpBkt97p3Jmm62CCgmoadF3rzBA2D1qorLud9PvOz4kZoiDMFYp+O4Sm06EAaQBoHbRRqTl9wlMIAXAGwaKelrTonOsYEyjZcikYpQS6oUE35H8HfpS2nod/lu/F0DSCUk52oYykobBzDCSeF8EwaK4Lufs9hx+LQnmTk1UwhZCOWHAuzUtCxnAIIcDlyF96s0agEQ63rHVeD71sbxdXDQ8OEtTW5Oq/QcJQVjvLTn424c5egrMFcTV7Bwk21yhozsUkimUGYblg1rDRZFivDv9MITj8gKc3BwKMkU7LFUSgZAp4voBrp85hXXRyMwH5fqCUwyrQF/tNis1K/o0m4wJhRFC2Cyp7LQ0b5ahQ7F3dN3FhLV/sMS7gBRS1Uv7PbgYaXCMubBHveaNnEfc8a/hxIeScHiP42MM34bonK/Elg0MQUujApUSaNxojXMLnavHoTMEqx26r+Ottg0MAheHUgFx1OcoFfNhsYclgeNZjGsiZHJk7xikC8zhpmHUvcvWdvA6apglKCRhjnRZyGIYQQm4/2dpaR7sdwPOmE1lzxx0/h7/6q8/iZ3/2tX2fv/nmW1AuD3eglBAcYJQQzKpVun70vL3TsLZWPvXPyUKioyg+cdRL0fcdpxDsdzB7A2JVyHk7j+Fz98b42y/HOGhytDyBIJSCp1qm2GsI7DXk15k6cOGshrJL0WwJhLFAHMn/FYKDUA1yBweRs36aBgopPKjZX2XjjCMKQpTSmJ1egrYP0zJgWEZawetW9XQqZAmz0yqSP0unDNBtWX3sEXeMcfitAJUcg0noRyAoaAc3fDgVayh6hnMBr+mjttH9fpxxAEy2MnkCTaN9RiEBgDOg7GoQVIOha9B7qmdBEAMCcHJm/4IgBkH+Y2GYQHCROzMYhnKDRLmcE9UTc0RhgmqBQzkOIjhlQ57AmQBP5x4hhHRjg0jPCIXc+azJ4f4gTLC1mR+A3W4z2BZyq4acyyryxlr+SWJ7N8H5M/mPtX0uDQYFDuW9A46t9eM7lDnnCCMZhN57nFncTDsQMLP1culFjxIBy5DvBc6BaonD1PnQZpKmR1G2i6uG2w0N52rFuYZBqBVWDeuehpodFUa+XKubuFAtzjXcbZvYcvPPabJiqaFsFqzdiw18/Oot4ILAMoAobaEyDiRMisUoke/Xw1rCG26CejAqU1Bu+hgV9XK2BuyMuERuleOR+4hLBgMTxTuTAeCptzSxVR6vG3YSTFoEDnKUauFhohAYDrN+/vOfj3a7jac//en4lm/5Fnzd130jdD3fJDdu7rjj53DvvX+L//f//e9H+vdKCA5QJAQppWm1ajyt1aNQq7kIAulcOgmua8M0Dfh+iCAYb0l6nLuQ+2N3+h3MQvCemIB+4kTg6k6Ch68l2N5N0GhxtEMOP5Du31ZbwAsEYiYlHyfyZC2EzCskBNAoB+MUoLLMT9KLpHQVEynUiLw75FykBhFNKgtKoWkyvV4TEQTRQfX+O/YwkBWTwRYzSxhYHMMqWenPlJWurD1MCQBCIQgAIR+kVK76Mp28zSYxIDhKOa3sdjNAyTFyncjNuo9KzR524jJpnClXpTgXaXVOSme5ko1qpPO3EiBp1VRu+jBtY+h7RhEDixnKlZxtKDFHEOQLPpldmOS6kDkXaDYibBSssNvfj7BZMGsYtCOUShRcyJ24gotOtU2+3uS2FY0CeuoONQwpLBnncEr5F/bdvQRnNws2mjQ4qhXkViMZk9W9oqDq7X2OcwXGkzCSx+wUXGek8ST/VB0n8jVnGVK8sUSApUXIOJHVTEsXfTtwdS39HOFIGPJdyJBir2IVC8lrdQMXqsWr7w48HRtO0UYSAm3E6rt9z8Rmqfjm996dDTzsn8W1nN3j6QFgq8oQJHKcZHAuT95Eyg0yYUyQCCkg41RAZpwpJyMrdWcOWSPnmAzJSJGX3xLu5aaNEF93af4zA/tFYPPYaRbjYBzVQk2j+K//9S1473vfg52dnfRzOr7u674eT3vaN+NpT7sNN998y5EE5klQQvCU5AnBSbRWj0K16iKK4mOLuN7NJu12MPZMJKAr3k4rBItid7qDvvzUJwPGOPbqHNt7Cbb3GfbrDM22QKPN4YfyQhYnQJJkQ9bdpe5EcLk8jKSDhUQm/emUg1CAC12uF8vaxZpIg7GpFHbp1yQJA9E0aShJW80AwJNEVg71/j2+QgiEXgirNBwWnYSRFCi63iMipVWBgKdDrumxEgKqURmhwjksZ7ii6LcjGCaBmdM/bDcDOOVhE4kQAq1GiNq6PXQy45wjCaK0zc07k9lZvIYQAoTKSikh2eyjNP5wzlBy8gVfuxVhbW34+IUQqB+E2NzMdxrv7Yc4U/DYwUGEjXU994TcaiVwHZrzu3PEEQO43PwhhPyds9epocs2cMki0HTA1Ek675eODrQYqpV8ZRSGck4wv2o4Wgw2PZmBZ+TqAekyLsombLYBtzRcEcy+tt4iWK/kC64gEtAg/75JOqZhaAJhLG9s4kS2XzUqK+aGJmDpHLomTVVNT8O6k1+5a4cabC2GoeUf907LxFm3uEV8vWXjvFssgD74lZs7LeJBSqbMHg1HBEtvVhj2h4KjhfybaxxrToIwkXFVPXGn4CK1kwn5vg1jKnMFB16HBAJnagR7I06zR2kJP/sxjcI91PPCPIjAQU5bLeSc44EHvoLPfvbT+NCHPox77vnrTlHj/PkL+Kf/9F/gn//z7xn7cd9xx8/h7rs/AMMwEIYhHvWoR+OlL/0BPPOZz87990oIDjAoBCfVWj0K1aqDOGbHinjJnMxCAO32yTebHIZp6nDd0+1CLpfz2+zZm2+SSe+HIYRAvZlg50Bg54Bjv85x0GJoewJBJC9+UULAEiBOhSPjAIisOGauWhBNCsD0ZEEEg2HIcFp5EkkrgRTSxEKyi4HMAWScIIkZzJLZ2UKSweNIziZq/ReBJGZy5rFs9YtLziFYDE2TM3UEaUwKlW5NAXREKkmNKZpGwRLZ1s2bX/TaEUq2Bj2n2thqBii7ZkGYdYDamjV0EpUbSEIZ8tpjnAHk8xQnXP7ORD4/hiGjbiiVgjav2ggA+/vFQvGgHmG9lr/+rtVO4NhdE0svcp6Qw81xIXMuEAQMlXL2mDTPiLT6GEdyewXnANL5R0oB1yZoBxyVEmAa0uzUf4PAUW8CG7XcXwXNtlxvl3dtYkwgjGRYex67dWBrLf89x7k0Z62V80/3By2CdZcVtHkFWj5FdcipKk0zQUhkxRlZ51qKYS5kJT9KgKoVwaAchsZharzv9xslBhMORHFxi7gZGfifX3oMmOj/+1IqUHNE7s7xjMNaxjVHbgcpNJgQgUqpd0OJFMm6JquMOhUomRxMpPOshACEytdPmhWpEY6QFf8M6RJu4cyct4TnUQQOMhxPc7RqoW2bWFurol73cP36Lj7xiY/j4x//GP7yLz+Om2++BW9601vGfqz//b//N2iahltueRRarRb+8A/fjU984i/w7//9f8RznvMPh/69EoI5ZN297v7d6MTt2dNQqThgjMHzjiYEMyfzODabHIZh6CiXTyYE80whXURaXZnDM8ER8AKO7T2GnTrDQQNopJXHIIScU2Q0zUmUYjBhgNxAJ+8suQBYwsFBoBvd9qrgAhph0A0qHc7oGidAAC2tPAIAiBR6cSzAhRiaKxRcADyGZhhpZa5LGCYQQnSqcln8TSfKg5LOJhcC2T6Pmdzuoht6J8Q6OxmyWH6/PJey345g2TS3Zd1qRnAco28+MaPZCFGpmH0GEc7lbKBgMXRd7kLORAWQ7kL2ZXSMrpP0o/u9Qz+GZeevuGu3Ezil4cogkMbgJDx3TzLnAq0Ww3rBPOH+QYIzBdtQgoDDsqQg4Vx+Lwj5v5zJvyslsn2dxdXIjEOg5Qmc28h//4SRbGsWBVU32sBaubjyp1MBs0D77BwQnFsbEVcTE1RLI4wnbpHLWKDpa6g5UswILjqzfPKDgzMprAABU5PnD40I6IQjSCjO2D6Mgj3IX9jdwKevXuz73Lm1ZKTIk1U4HaN2Des6CjMJAeBsJcHuCKey3FBSHEejUYGaS1D35FYUQxMd5zkl8ibvbCXB487Nt0tY1zVUq/MtAvPojafpbqEZDrMulSzUahUcHPRHwXHO03Gaw9vDrVYLu7s7h/67ixcvwTCGX1Occ/zQD70MntfGO97xu0OPKyGYg2mOEirTo1wuyYH/IziTu07m6MjC8TQYhoZy2cHBwfGGeaUpxIYQyFlrt9gi8LhoGk2XoevYbQhc201wfS/G3kGCdgC0fVlV8mOOOJZt6yQBOAAuUqMLSOpWlm2mJBGgGu20kzMhZ+oinXeknawxCCFnJSlB1kqmaVs7jhKAkCEBxxgH5Qk00xw6gYV+DE0nMC1ZzRMQacyHvDDRVGSRVEXqOkEcy0iZcsUcqsglMQPnAnaOgzkIYuiU5OYl+l4CwySwcoKuvXYM25YRPJ3Z0/Q1xxlP2/n9X2OZBH4k4FgUtk2HjpMlHGGULwaFEPD93spgP6PEYLPN4ZTkbOIgcSLNT5VcF7KMqynZWWVaIM3WlQIqkc5iLZ17M3QpIgxDzr/tNwg2C4KqGx5BxWYFhjqBvQbFVjX/fOlH8ucUrTXbrms4V8uv3DEu4EcU1VL+924FFK5ZPItY93TU7AAJJxBc7i/nnKTzoMA917ew05azt+fXElwfIQIrFkPEimNcCJEO3wO/eGZP7iIu/hlZBuMog8lWZfRs4YaT4Jsf3Sw048wDiyoCBxnVQnacEiqVMvb320iSk3W5/uiP/hB33vnaQ//dO9/5btx00825j/32b78db3rTG3D33R+FZfUPEyshOICuU6ytOdKl2prePGAessUrRrakp+1kztB1DZWKg3q9deTnqL9iOWgKyeYBF/RMcEp6l6Jnuy9lFEGMKBrOp2Kc46AJ7BwI7Dc4Gm1gv8URhPIiFydAzAiSrHKStq5lAs6AiCQEFBwJE6C6bJEKLme+NCKg6+i4pQnpzjYRkE7bm9CuQIqCCLqpD+QKAnHMZCiwNezWDYNYBoRrJHVeZ7WWbvs6OwBCCAyDyvDhkKGaYyJhjIMnDLaT70ROYpbrUo4ijjjhKLs5O5ZjuY3FNORgoJDTo+Adx4zcEEHSvyelUkQSQtD2Emys5QuDRjPBerXAaexJMZhXqUwSgWiEGNxrCJxZy1cBbU9GzvR/X1lp44wjimWViaezUIYmW7SUSBFaKXEpHvX+mUTGBXyfoOYWbDxJ19sV7lhuajhTEGcTxkRG4RQIyf2Wjs1yUedGyI0obv7jUULx2YfPghLSaRMLyJEJxoE4XQ/HBeBaYuQe4HO1BDutYhFYK7GRLWNK5PPbHBFXc6Yyei7QNoB//BQBkyaI4xhRFE9sTOikLIsIzCMThoQQrK/XoGnaqYTgOFBC8BgQApTL1lj2BZ+Ww/b5yharzL6bduVS0zRUqw7q9faRZvmKKpayMMU7lYtVxjB0VCouOBfw/QCGocM0jc7uyyiKOx8nQQiBpiewWwf2mwL7LaDtS5NBGCHdhQokIrsAUjCBrltRAIJSEEJT17WsqGiEgYtUFKZ3xZQIUCrjTmiawUiInHmUbU0C3dT74nOEEEiiGJqhD7Vh45iBCD40pyiEAIsT6BqRKwAJUlczSV9bAlSnUpxR6QLX0wpbqxmjVhsWpUIIRGEMO2cmUsYb5QddCyHQbCVYqw2LACEY4oDDNCnSkB6QtG4KIef3TEM+R7omq6XZfGDb47AtSMfyAHIWsVgMej5H2c2vKrXaAuXSoBiUJEzu3K4OJxnJr/UEsgU7WUA451IUd1rX6WNZSDaEnH/zQoKztTi3eicjZygqBZW/A0/DmhMXVrl2mzq2KgUbT9KtQ65ZEGfjm/jYV84XZvlRIlfMtQJNimBNwDQodA3pVikBQ+dImAYu5M9jWRQNk+8XU+MyvmhEy3irEo9sGVftBH5SLCQJBL750W1c2pQdh94by+z8MQkD4XFYZhGYQQhQrVZgGPrM18txzvGv//VLEQRBrpNYCcEc9OKbuaki9/kSNJvDQrCbuzebyqWmUVSrLhqN9qF3mq5rwzD0uTSFzAuWZaJcdhDHCZrNVt+JUdc1mKYJ0zSg67Kl2SsKJy2gvVBWl/abQL0N1FuAF6Zr/BJZKWFp5YQJCp7OPIJIQcnTrgnVtH7Di5BO0nQxm5xr6lTUpFgEIZ2KIONEtqbpcKi1EAI8YaC6NiQik5iDJQwlp+sOljN3PD0G2bam6A56C6QtVJOCpuaaXsEk5wa1jqjsJY5iaHr+Y+02g1MiufOGns9gGUjFojwKzuSwEedpi51mRydjbbKYF0IAx5LnLn2gyrffENgcURmUG1GGH2NMVgGLImkOmsBmNf+1F4Syopw/iyjQ9gHXzm4ASSoi5a+WcA5NyN9Vo9JhTAigaxymJrDb0nG2mi/2OBdoh1phUHUroHDMpDCo+ss7Ffz1lc2hzxMisFVh2B1R6dssJ2gE+QKNQO5udm1ZddVSp798rafOc0Fg6gx+rKU3ZRRs4HuZmpw9LHIyA8ATL3h4zNl+0WEYBkxTfmhaajiJp3cO6WU1RKBAtVrtXPdarel5DK5evYLXvvY1+If/8Pm44YbLaDYb+MM//D185jOfwmtf+zo861nPGfoaJQRz0LR81920Kdrnm2X4JQkrrBZOGkopajUXjYZXuGOZUgLXlTE2rdZymULGiePYcJwSgiBEqzU66yubKzRNsxMgnSQMURTNVfsnSQR2m8B+C2i0CVo+0PSBIEzDfrkM7GWMgAmZR8iHZh6lEUAIOZPaO5tHOIOhS6stSfPcSJbu1jG0pFmRaXZHHMnXX96GE54kINqwIYQxgTBkcN1s84mce0Sa96iRbshzx4EtCBImq2B5e43jiIMLAac0/FiScAjOc/czJ0wgDHnuvGHHpexqncglIdBxXnMuOhU4AbnCjgmZkxjHAlU3XwzKncRApaAyOEoMRrEUr1aukVvgoEWwURBJ4wWAZeTtYJb7nYNI/g7Z78hkmg8Ikb+rpbHUgStbyVqP8Ntr6ThTLq7OfPrBM3jooBspQyBwtspGtnvX3QTtUBsSbhmUCKy5HAcFe4QBYNONUff1PnMIJV0nsUHTEHBkIx5dUwLjBEwAaw7DP7jpsHOI1hGFmQM/jrst5El2llZBBAICtVoFhmHMpBLYaNTxC7/w8/jiF7+A/f096LqBxz/+Vnzv974U3/RNT8v9GiUEc5gnITi4z9dxbFiWgSAI4fvTdzJnUEpQq5XRbHqF+xWzGJtVN4WMolx2YNsW2m0fvn88d182V5h9kDSvUN7l5++9nGc4lxXHvRbQaAENn6AdEPiRrD7KiB6SxvVQWUmSidvdmcdOWJusHgoAhikvdp3A8DSmA7Tr2OsJaAHV5LpAmn4Acq6QMQHHKRCRNC9vUCCKElimjLfJrnpZ+1xW+EjnZGPoJI3wIfA9hlrB3GCWQ5jnNoxDBtMkQ4YWQM4buiWS2wqOYpYGqcvnM/0F0r9LtxopQ9hlrI0MXR8tBv1IQCcnE4NRLCNUinIRmx5Fzc1/jQcRSTeldN2cjAMiHU2I4zQLtBMcLHc+a1T+rp9+cAvNUB70UWJigrSKl4fMG+TYG8ob7LLmSCE5qt27UR5tQNlwE9z2NU3kFJsL6T2HGIY+NIYSx/HYxJoUgRUwxpZaBFarFZjmbETgSVFCMId5EYK9a9x6Q6I9L0AUzXbGgxCCtbUyWq1+SzwwOsZm1U0hGYQQVKsudF1Hs9k+9T5pAH2icFxzhfMIIfImhFKKRqONg2aC/TZBvS1drV4oBWSYpOKRyflHLtJ4nt72tZRenSpiNvcIwcEFSeNrMuezDOzWNMj/pvJ7yJQaAs45TFNG0PSKNMYEopjDdYbFG0tk9l5/aHg6c8dYGlLea5yRx8y4bAPL45DzhJn48wMOQ8tfZRfFciaxZA8/xpgA4xy2lbfzWG7qGdx6kq2oSxLe2WFLSJqplr7HGYcUZTpkZavv/Do6rLodEDhmftC1EAINj2K9nC8Gw5hA11jBbl2BlkdRG8o2lEQJwd9dK4NQioQRaRwRgIAmd5rHAjEjKFscTBTvKUanmjh65i9MioUkIKTLeIQ5pGoneMajW4WO7KOi63pftVAIgThOOueQk47xrIYIBKrV8sKJQEAJwVzmRQhalgnbNtFqeSiXZbRBqzW5kOjjsr5eQavl9w0eZwHcYRj3xd4oU0gXSimq1TIoJWg0WhOp3M16rnBSyNnUMgCCRqN54vdCEAIHHkG9TdAMKFo+4EUEUSw3zES8u3uWCykEsqBv3skJS00vvUpDyLVr2RpDuZItO5+IdMOEFJGUpBVNQhAnHKZOeuYDs28n4AdSnA1W8uR+ZQ7DpGnFs7vdRMb2MBkHlM5bCsifLTjAhIBjS2PK4Eabli9QK+efAFttgYqTv/M4itMWZs5sZBTLCJuSLZ8HlgZpZxE+otO6Fp3ZR1l9FIgTgmqJ5VYGhRBo+hRrBZXBVkDgmKxwY0qjrRWuxwsTik9+ZQ1Rkl+ZXXMSMJFuGtLQk98nbUBcyJ3nQUI77v3BuT/XYuB8lJAEzlZHm0dck+GZj2nCNsb7nqaU9lULs45D1kI+quGkKwKTdHfwWA9zbqhWXZimiTCM0WjMd3bjIEoI5jA/QlDOAgIyDqPV8ufqAr6+XkG77Xeqk8oUcjjZjIwQIo3emfxzQimFZWV3+fJqOo9zhYeRPXecCzQazakbpOIEOPCApkfRDAjaAYUfydZ1xyHKKTiXYlHmPRLpsk5d01JEErBU+PRuLBFCQCes0y7ONr+QrHBJuptnZI6fbAHHsRRSpZzdx3EsM4PyqoNhxGEb6ffNvj+6opWSriklm0yjFEiSdH4vx8UcxWl2Wo7BRIpMdNzGQ8cTCtiWyHUEh7Ho7PrN8tnkNwVEusaQkkyMyWBtnUph2goIyjbLdSnLY9Kw5hSYS0INn31gbchJvFWR83yjZgI3yyxXwGVzf1WbddztJA2AlseEtHJNUDI4GoGOiMmbkEFsneOZj2nCtSb/Hu6KwqMbTlZFBFYqLixrMUUgoIRgLvMiBF3XhmkaQ9W1eWFtrQzPCxHHSc9uY3+gVSw6lcBVxzQNVCoukiRBo9GeiajPmyvs5hXGSJL5XEU1D8/dSeBcmmTqmXgMKdoBRZTIWUcZqE3AIaN6OCcdswAhqR2YyAgeIHMzS6FjGjQNDJePaFRG9pB084z8JvL/cC6g61LI9VYWhRAIQlkdHKzyybaggG31Vw2lYYNDcPRV6XrnLAlE5zxqaADSWBxAoNmW5pM8wecF0l2bV/1LmGzHunbe316aWoZdyrL6yJiABunUlZ/tPm9ZK75kyBV2meDMaPg6PvvVGhiXnzxfi7HdKt4qYmocri1QHzXP5yRoR6PbwWer/ZtHMmGrU/lhGRxPvOCjVrCtZZIMGk4A9Mwnx2CM9YnAev10O+nnmUrFgWXJNbT1+vxdp4+CEoI5UJqu7pohWXWNEHKqfb6TZG2tjDCMYJoGhMjbbaxMIRmlkgXXdY7kDJ4mhmF0qoXzOleYRetEUYxms334Fyw4Qsh4noZP07Y1RRAT+JF0WnN0XaJSnHTnFEXP95C5iT3zikKAC9m21vWeiiO6ZhBK5Nd1WsxEVi8J8ucKw1g+ZlvDj/HU8Z1VDjut67SKp5HuXGP3yOWmGY3IqqM+cFPOhYAXUFQLAqtbHuDYIrf6FycCEAS2OXw+EkIgiglKaWWNCwHREWkCUUxxrW7C0AAvoh3XuxRy/a1eQgi8qDgMeqsSY7/d7w7uRaMC6w7D/gghWbUZnvaoJpyc32Xa9BtOjHR3Oe/cZB4czOf1axxkZr8oSlCveyi6OZh3lBDMYZZCMNvDSymF74dwHPvYa9ymRa3mpm/24ba1MoV0yU4WnufPZWU3Q84VdqNpZEUo7lQLZ/G3zKJ1fD9Auz2bqKRFwQ+BZkBl1TEiCBMDEdMRxRxBzJAwKmceQdEpJKbt3mz2EZDCj9JuoLWESwEnspDwtKKXCkkhBoQk0JmNDEKgZGJoLZ0QQBDJKt6gcBNCxsToveYH0ZG8gEjbwLTTNU9nIWUL38yNnpGB1VFEUS6oorV8gnKJ5VYro4TgvqslBHH3FyFIt6toAjWbI+akp70uj41z2eaNE7meb6dtSDNNDqbG4VgCzRGbS7bKMb7pllaBCWb22LYJ13UAoOPWH4fhZN7IzutxnODgYHFFIKCEYC6zEoKDe3gpJcde4zYtMlNIkrChnENAmUIAeTGoVMowDB2tlocwnF3cz3HJBsUtS84VZlljWTTNNOYKu9E63lxs+lkkSiUbrnu4gE6YFI9Nn8CLKLxItq2zoHCeCkSeRvWINN9RpA7mbPYRkKInixTNXMxCSAEpTTM9geFA57qZBWJLwwX6WtQJE0hY/swhYwJJQeA14wxEZCK3O1CYHakQWatV/vysHUyIrMbaRr5TmXHgy9dLaPRU6yydo2oL7I3ICHRMBlMXaATy32g0zQdM27yUpDuYsxB2yDEBJlKTSbom8vJ6hG+80Zvb/cGD7eAiw0kmCud1FOUwXLeEUslGHMtKYJGwXxSUEMxhFkLQNA04jtW3h/c42zumSTa7KNuISecirUwhXSglqTOYotlsz3yl02komiuMIlktnMTJvFpdTAE9D2QXqZNkUx4FzoF2SNEKKdoRlTmPiSYrZekea2mcEanxQaQiMg3sEQDSzMJeIcm5AOMEusZ7qo3yQ64s5Om/lW1t+Xg3vNvKMdZKk0n+Y3EiLTB2+livCUVwnlY9ey5vpNvM3W7o2GkaOFORO4GL1tIRCJypJDjwRhtLzpQT7HnF7WKdCnztRQ83b87ve+GwmUBC+jecZKMovdXCRSgeLJsIBJQQzGXaQjDbwxsEUV/lo7u9Yz6EYG+WYbsdwLZNJAmD74fpG1iZQoBsD3MZgECj0ZqLv904kTuQZcbluOcKZb5iGbquodFoLbSAngVZFbXV8hAEs6uiZnuy5UozDZwLHLRi7DcZ6m2OdkTgp9VHzuV+a8ZltTFNloEA6WmxZnOG8kPX+lvNQqQOXKBT2aNZ8zsVc5TK1W4yRic9zxMBP5Rzg8NzhQJBRGDp+dXBMCbYbkjTiJ5WFCnpl3K6JuDHVAahp7FEvcKhWkogcMhMYTnGN1xuz8U8YBEnMYZkoyiGIauFQoghw8m84bo2SqUSkoTh4KC9FCIQUEIwF0KG51km83MIXNeGrmvwvHDoInrY9o5pkm0KAbpZhpWKA8Y4PM9XppCUrruVpXEJy/2c5M8VJp1omuPcGMgbnzIIIajXW3N5IZhnKhUXpmmg1Wr3xTfNmu5axO6YQZIknYryqL9zlMj9wF6swY8JwoQiSijCJHNYI21fk87cY9ZqJoR0KotZeHjC5H/J+cfuirpsywvpEXJZ1VEImcto6N05yAwugP2Wjr1WVs0T2HCluMvawIPoVKBiJdA1GXSuDUTHCGT5lcCjzoRzXQUEuiJQOvpP5g6mlPRVC7PZ82wUZR5uCLN5ZSkCvaWKwlFCMIdpCEFKpbAiBGi3g1yh193e4c/0jWAYOlzXHjKFZMKw2WyrdjAA27bguqWVcbcOkjcPdNS5Qk3TUKtNN19xWeidRZ33KmreSrNxX/CTtHXtxxR+qCFkBBEjCGOpCpNs5pHLOUcB2hF82fxgtkqPEDHcuqbS8ZwpxszxLEUmQczk5pqEAQmniNN92gBQKyXQCFAPtO43GKBkMNxyJsRN62FBEPb8oOsaarUK4vjkIjCPwYpyZlzrGk6mq8Ky1IdlFIGAEoK5TFoI9gqrdtsf+aLO294xTTJTSBTFaLeDgccMlEr2gCssWsn2cDY34nkBPE+5W/MiJbK5wsGtBIaho1otr0wVdZxkrXRNoxPbUjNJ8i7409yA4zglOI6NRsPHXiOEn2gIYoIg0RDGBDFLA8AFOnOOUi8SCAJk3eTeowxj2eplnMDSOFyLg1KBMKFp61p0W8gdASo/f2ktwsVaPLdmkF50XUetVh67CBwkqyhnLeTeirI0nEz2NZ+JQBmF42EZ71GVEMxhkkLQtuXauDhOhoRVHnJ7RzCTTLfMFOL7IYKg257ITCFC8J4LvnnsKtCykLXk2m2v73lSdMnmCuUFvztXKIRIIxhiNBqrV0U9DdKQVAGly9FKz2sh9xoJxv37ZTdvJ52nFAIIE6AdaYgSCj+hSBgQMTkTyHl31jzbFiKbx7L1KwSw5jBsOAnWnSQ3+3BemZYIHIQQ0nfzMDijHMfJWG8eVkEEAkoI5jIpIVgkrEaxtlYeWtk2aQZNIb3Vm1GmkOxNallmXxVI5tBFC1etOIxuNUZDsznfLbl5IpsrtG0LlNJTzRWuKjJRoAJgOVvp+RVl3nmNnPa9Vi47sCxTudJPwKxEYP6xaH03D9Jw0nvzcPL3hW2bKJddMMZxcNBeWhEIKCFYiF4cCXVsRgmrw6jVXIRhPLVKU54ppMvxNoVkorD3zi0ThYsumuSFuAyApM7g5RK5kyarxvh+AMZ4wVzhfDoHZ82sdy7PgnG2kJUIPDnzJAIHoZR0bhwGY66Oe/OwSiIQUEKwkHEJwdHC6nCqVRdRNB0hWGQKkZxuXZy8c5ORI1mchNxaESGO44UavjUMHZVKGZzLmbZVuBCPk667tf9CfJy5wlUle+0xtrrzlLKFbI7cc1tE9tprNttzs0JxUZhnEZjHqJuHOC7uPFiWkZ7fOQ4OPDC2/O8xJQQLGIcQNE0djlMkrI5GteogjtnENytYlgnHyTeFZKvixnXRyU7k2daK3tZgGM53qGi29zaOEzSbrYUSsLNGttJd6Lp+pAtx90Ru9s0VZifyVXvus2iiRbkQT4Pj3DxkIeWNRhtxrETgcVg0EThIUYTR/v4BPvrRj+Lxj78VW1tnYVkGymUXQoiVEYGAEoKFnFYIZiHRYRjB804u4mRWHzvV9zgMx7FhWaNNIZO66MpyvtlpDQLZ3b0UhfM0+6T23p6cXmPDSdytmqbBsvpngVbJqZ7dgKxqNNFRyQuyjuMYmkahaSqk/CRkrv5FFYGDyJsHHYZh4Pd///fw8z//8wCAW2+9Fc9+9rPxrGc9C5cvf83ShEUfBSUECzipECREzj/pujYWk0e5XALnAp43/lVRJzWFTIq8VWaZKJxGTMAous5gf6YbGxaRcW9ayd9fmqTzp8s3V5g5F30/RLs9uNdbUUR282DbdiewudtCXo1Eg9OybCJwkCiK8D//5/vw8Y//OT7xiU8gimQhZG1tHU972m142tO+GU95ylNRLpdnfKSTRQnBAjQNnZPHUaGUpCHRFO22Pxbh4rolAOJIUTPHQdMoXFcGWp/WFDIpekVhN3h2PK7Bo9K78kzNFR2f3nnKen38M21FTvVlmSvMqtCe50/kZnCZ6c1YbDbbfTcQpzESrArLLgIzst+z3fbwoQ/9KT760Y/gz//8o9jevg5AtsXvuOMXcdttz5jxkU6O0wrBMXprFxtd1+C6JQjB000b47rgdZPtx4VhyGNljKPZHK8pZJz07q7tbfmUSvZY99sWkTmD5cqz5tLF30ya3pm2Sc1T9g6AA/1zhdnrJI6ThTQlzcve4EWEEIJabThjMTMnDb9O+jdXzMP5b5asjgjMuhVAHANPe9oz8LSnPQNCCHzpS/fhz//8I7jnns+jWq3O+EjnG1URhHQZlUoWkoSh1Rrv7Jjj2Okd7XhaQtmx5gVaj9sUMiny5sXGvY1A13VUq24a0bF8OW2TxrYtlMsOgiBEqzWbduYizxUWOasVh5PNoxJC0Gg0D20Ba5rWN2owziy6RWS1RKCshNXrHuJ4tf7OvajWcAFHFYKZ0SIIook4e0slK21Lnv5iWmQKIUSKQM7nXwQOkrV7MgcygL55sZMIuH5ncHvhnpNZk63tmqd1e4OmpN41VWE4X3OFmbtVjSIcH0opajVZ4TlJ0HbenPIqtZBXRQRmO5IBJQIBJQQLOUwI9hotPC9AFE3mBFEqydmn06zfIoTAdW3oujZ0rJkzeBkqXtlJ3LJklMRJLvalkg3XLc20krXIlMsuLGu+TTWEIA2dNWGa+szmT4ePS22qOQ3921bGE7SdhRP3rkbsDTxfppvEVRKBsmIMNBo+omh+bgJnhRKCBVDa3RM5yGlDoo+Dbcu8vXr9ZEKQUpoaWObXFDIJuhf7XrMJ64jCJBm+yGYzWe22D99Xg/nHgRCgUlnMSlZR5IgUhuPdXVrEsu0NnjaaRlGrVcC5FIGT+JvljRosSwt5dUQg7RkbUCIwQwnBAoqE4OjtG+Mnm+k7ODj+m1PXNZTL0hTSbvsDd8jLKwLzGB1OnKBScRdSxMwDUsSUQSlFo9HOFdmLQjYvNhx2fvJRg8PobWeOI15n1eiu3OMTcabnka0zy4KsF7mFvCoiMLtZUCJwGCUEC8gTgrZtolTK374xKUzTgOMcXwh2TSFsKPxYGkJWRwQO0l1UbkLXtc7z4HkBgiBc2eflJPTvXD58MH+RmMZcoaZpqNVWa2/wOMnafLNeuTcYdSVvNJPOXvV5PaesoghsNn2EoRKBvaj4mCPiujYMQ4fnhVN28R0/PsZxLFiWOWRgyUwhi+AMniRJwjrBsll0AOccritNDoviLJ013UqMQKPRWLrninOBIAgRBGHfqIFtW3Cc0qnnCqUzfbX3Bp+GTMQkSZI+f7M7lt4Io+6NpgHbLk+lqnwSVkcEZlFCFI2GEoGTYOmFIKUErptt3/ARx9N9EWUnNyniRv/b3q0m7bY/ZAoRYjlMIeMgy7hLku5FuNvuMeG6pY5zWG0iGKb7/CVoNJbfWS3EYbmWx8uhMwwD1epkMxaXmXkWMdmNpucFueeU7naT/FnladB9/uJTGRHnHTm2UgWlNK0ELk7LfpFY2tYwIYBlaXBdG0JIo8UsRJSua6hUHBwcjK4Y9JpC2u1gIPx4teYBD6NUkhWdUXtbizZWyFiaaKXDpW3bhOuqvbcZeTl0oypAam/w6chuQhbx+ctvIWdzhdMJPF8lEVirVVIXvo8gUCKwCDUjWIBtGyiXZUh0u+3P7I49E4IyEyv/IHq3mkjBurqmkMNwXQelknXslV2ZKOw9gWeicJEGw09LtvLM94Oh2VMF+ipAg3OFURRD1/WZB20vMpZloFxeTBE4SG8LeVrGpFUUga1WAN9XBsBRqBnBAoQQCMN4IiHRxz0OAOmc4LCYG7XVZNVNIb0Mxpscd84zjpOO4JMncLPz3GdtwUVcY3YcuvE63szfF/OKnCuMEARR7lwhgM7KO8XxyCqpYRgthYjubyF39yAPt5DH04HIROAyiOhRUAolAqfM0lYECZGh0rNGRku4aDS8IZdiqWTBtotNIYu4KWQSdONNxh/Uq2m0Iwr77+ojhOHyBM5m2y7UyrOT4bollEo24jgGpXQgr3D5wonHTbaycBUq0XkZqKdtIa+KCCQEqNWq6Zx8AM9TIvAoqIrgnNOtCHY/128KCfpy75QppB9Ny5aKC9TrjbEbPhjj8P0Avh/0xY24rgPXRXpXL0XhIv5NerddNBpq28VJyLat9FaisxuIbN4tCyc+zWrEZaVUsuC6zlytLJwkg8ak3rgr27aO3UJeRRHoeaESgVNEVQSncBxraxW0Wj7iOAGlBOWyA0II2m2/r2Ug/xR86WI8Tko3XmL68Rx5O0szUSjdgvNvNsmCjglR2y5OylH2BufPFS7Wa2VSZDOpx53pXVZ6W8hHea2slgisQNdlxFu7rboWx0GZRUagz0m9c3290tkMokwhR8O2LbjuaGfwNBl0C87DbttR9GcEtlSF6phklVRdP34lNf+1sorGJJnrqWZS8zmshSyEWBkRWK1WOjm/SgQeH9UaXgCEENB1Haap57qYlSmkn2wea57miUZn0HVP3vOw3m6WldRlgBCCWk2u3KvXm8eu6PW3BfXOfttSSbYFe18ry/q3yd7DrZaHIFAiMI/8FrLZMSdlY0JZJ2kZO0WECFSrVRiGDt+fDxHoeR6+53tehO3t63jLW96Oxz/+CbM+pImjhOCUsCxjyBQiUZtCeqlUXJimMdcXkMyB3G77fYvss5P3LC/0KuPudHT3BhPU66dfuZckCZIke63kzxVmK++WpWpbLjuwLPNE7v5VRrqQ5QhRteqCMdbpIkkXcneucDnGDUSnEuj7EVqt+Xit/OZvvmXlxmiUEJww5bKMnIii/igbKRCySuCMDm6OOE0rbpYwxuB5/RESMivNAYCpGghKJRuuW1IZdyck22cqhEC93hz736vXmJTNoFqWAccpwXWdpZgr7L2RUyLw+GQba3pv5LJw/N4Yo3nrQhyfTATKAkmrNR83/Q88cD/+4A9+F694xY/il37pP8z6cKaGEoITQppCSiCEgnPRV1lQppB+NI2mzmCCg4Pmwt6Ncc57dtt2L/SDd/RhGI/9d8xace22D99XQ/nHpTtTyVGvT76dLnNOo45Y6u627b/Qh6GMG1kEMhE4ylijKCZPBALo6zIASMeM+rsQWeSVvOGc/+tKtVqBaUoR2GzOhwgEgLvueh2+8zv/CW688aZZH8pUWWohKER/bMu06G4KEWg226kgzA5EzQP2Yhg6KhUXnHM0Gs2FOIkdhd4LfV4wMWOsc6E/7b7S3guwqsIcn+5MZZLOVE7/GPIu9JY1H+MGRyFzVy9SNX+eOM7avWzcwPN8UEo7oymu66BcJnPfQq5W5fkqDOO5EoEf/vAH8eUv/x3uuON1+MIX7p314UyVpRaCs8A0DThO/2q7riBVzuBesnm2OE7QbM7mAjwNBofCu2YT81Rmk0Vtp88T87j3tvdCL+cK5Wuld9xgXuYKpeOzDF1XIvCknOY1yDmH74fw/awLoXfyCuUNJ+8LPZ818qbVRBjGaDTmp3MRBAF+5Vfuwu23/xu4bnnWhzN1lBAcI9mmkDCM4Hn984CaRtONIUuqdo5Jd+dtiHZ7tebZes0meWGzR6n+UErTbSvkRM5WBWDbJlx3vleeybnC3gu9kd5s9s4Vjm+N2XHoDStXr8GTMc4bkWytahgOpxt0W8jdcYNpd18qFReWZSKK5ksEAsBv/dZbsbGxiRe+8DtmfSgzQQnBMVEul9JE9KDzRgS68x2lkoW1tSoYY6l5YPon7nkhOyGofLH+faW91Z/MVdrdQBB1Tty921YODsZvalgFMmPNPEUUHUbxXKEJx5lujFFvxE6joUTgSZh0Nbo/3aAbZJ0tNOjdbjLpuezMSR5FCep1H8AMZrYKuHr1Ct71rnfgF37hF9FqtQAAvi/PCZ7nwfM8OI4zy0OcOEsdKK1pk58RzEwhlFK0WqM3hcg7NLnXdhFCicdNbytTDZSPJm9bRRwnYIzBNE1wzqZialhGltFY05tBp+vaROcKpQisdKrR4177uArMciSht7JsGAYoJRMNPS+XHdi2lYpAD/MkAgHgM5/5FF71qh8qfPwJT/ha/Jf/8pvTO6AToDaLjIBS+TEpNE1DuWxDCKSbQnpPiKPnAXVdg2XJE7dcYL/ocQCj6V131mi0VAXhGGTxEaWSBV2XolBVlk9GVplot/25zak8Lb2VZV2XezZ7o2lOI9wolSIQIGg0lAg8CfM2l9rbQta08d5ElMsl2LaNOJYiUIj5EoEA0Gw2cd99X+j73Je+9EW84Q2vx6tf/dO49dYn4nGPe/yMju5oqM0iM8I0dTiOnbsp5CimkCw8tD+UWM6JcZ7NckSI43jhTRS9684mkc+27GQzpjJzK0QYRrAss68lmInCVagsn5RViTeZ1FxhN2wb6n18QuZNBAJFLWTz1C1k151/EQgAlUoF3/iNT8597PGPv3XuReA4UELwBJRKUrANmkIAdKJhjnMX1RtK3Lt9oFotL0R0xCiyE590BrcX7vjngayV6Xk+PE+2MjPBl7UELUuuMFu2m4hxsMrO1nHNFcqsTxm2vUwxT9NkHkXgIEU3EdlM7VHHmVzXRqkkCyXzLAIVEtUaPiaua3f2Ig6aQsa9KaR3U4WuS82eZx6YV9Smi9OTVbGO0srMbiKy10tv0GwYLt5NxDjoNzWokYRejjpXqGkaarVuRX8VX0enZRFE4GEUtZAffPAhfPWrX8UTnvBE6LreSYRIEoaDA0/djE4BNSM4gnEKQUKkKUTTikwhYqKtEkJIp33cax7ILvLz1qbJBoSXaSB/mhACVCoypPckrUxpNjHTgXB5E5HNic3j62US9M6l1uuthd1YMw16g4mzm045vpLAssypbVxZRpZBBA7S27l61at+GB/60IdQqVRw22234Vu+5Vvw9KffBsBUInBKKCE4AkKkc/i0aBpFuVw6kSlkEvSW7E3TACGkZ6dtNNMBbkIIKhUXhqGrfaMnhFKSZgSOp4qV/3pZ/L22o8hamYBAvd5aCeE7LrrrEbs3nV1z0uk34awSmQgMwxit1nKIwEEeeuhBvOc9f4iPfOTP8OCDDwKQVeQnPenrcdttz8Rttz1j5Va2TRslBEcwDiHYbwoJBgTffGwK6V7kzTQKYDaO0t6Q40ajrS4YJ6ArYDAxV2avKFzGGKNp7w1eRrK1e3GcwPfDTrWQUrr0CQfjYhVEYEapJDeZ3HfffXj/+z+Aj370I7jnns93bsBuueVR+KVfegPOnTs/4yNdTpQQHMFphaBtmyiVLIRh3BnSz5CGkNmLwEEMQ+/E0vRe5Mex03YU2cVXDpO3VKzECegVMI1GayozoINzP4t+ke/uDWbp3uD5en8uAr0isNFo9T3WuwknmyvMtlUsopltUnRF4PxurRkXtm2iXHbBGMfBQRtZ8f3g4AB/8Rcfw8c+9hF85Stfxn/8j7+MG264PNuDXVKUEBzBaYRgkSlEromTIdHzftLTdb0zV6hp3Tt56SgdnyjMTnrq4nty5sFd3Y0x6ppNFsmx3vscDgoYxdE4zjzboJmtP2pktiMqs0SJQMW0UUJwBCcRgr2mkHbbRxxP1xQyKXpjRmTlR3Tagaep/Ni2BdctLdUg9LSZx+cwz7HenUOdP7OJZcncs3l6DheN7Dk8SSszbw6VMZbeeK7OXOEqiUDLMlCpyA7GwYEHxub7RnGZUULwEPRjJCX2mkLabX/gjnY+5gHHQV7MyEkqP3n5dorjkUUtzPPO2655QK6kysxJ2UV+1m7cUsmC6zpz/RzOO10ROB4Bk63TlCMHqzFXuGoisFyW+9CVCJw9SggewlGFoGHocF0bjHG0Wv5cmkImQTc2QjoEj5I91xttopzBJ6cbsePB9xdj3RkhgGEMmk1mV/lxnBIcR92MnAbbtlAuT05I588VJp2OxLznoR6FVRKB2e+qROD8oITgIRxFCC6iKWQS5GfP9bcDu9EmGprN1drSMC5OmxE4T3TNJubUKz+ZkG61vKXdGzxpstB3zwvgeZOvpmYjB9k5ZhnmCldLBOqoVKQpsF73kCTLf11cBJQQPITDhKDr2jBNA74fIgi6la1FMoVMgqLsOUoJhJhctMmyQ4gU0pq2fEI6r/IzKbNJtnFFVaRPTjaWMKvQ995zjGEYneir7PWyCO+NVRKBmZtcCKQiUJ3/5wUlBA+hSAj2m0KCvpPOIptCJgEhsnJQKtnp/0/6tlTMekZsUcg2XQAkjdhZ3uetd3l9/8jB6dYjLlM1dZZk873zNJYwaq5wHvdmr6IIBICDAyUC5w0lBA9B0+TFo/9z0hQCyE0hg6aQrBKokNi2CdftOjINw+gLmO3OiE03wHqR6GYEijQjcHVOpHLkIG894vHagb3VVLlxZf4rRvOI6zoolea7pd6tLg/vzZ6HucLVEoFaJ+S+XvcQx6tz7loUlBA8hEEhuKqmkJOSDeMXDZLnzYhlW00WobUzDVTIcRdCSCf0vLcdeNgmHDmbWgGlam/waSiXHViWuVAt9dFzhdPvSGSO2VUQgbquoVZTInDeUULwEHqFYGYKiaIY7fbqmkKOSjaH1W77R6ocDGcVLn9kxGGofLvRDG7CybuR6LbUofYGn4Ls/bzILfVZzxWOO2ZnnpFdjAoIARoNH1Gkbr7mFSUEDyETgkWmEMnqmkLyyFpwuq6d+KLR3VIxaByIUuPABA58zsgcmb4fot1e7ovGOMgLPU+SBLqupS315sxbgotKterCMBZbBOYxyrU+7rnC1RKBNBWBRInABUAJwUPQdYJKRZlCjoqmUVSrZRAyvhZcUVZhGGaicPku7tkc1qwcmYuOplHYtg3bNkEIOVK+pSKfalWaaxqN5XKpD5K3InEcBiVgtUSgplHUakoELhJKCB7CxoYLQoZNIfLXVqaQXgxDR6XiTrT6kpdVOK6T9bygok1OT+/e4Far3fea6c6ISVGobuTyIQRpZX/5ReAgeXOFvZmox7nBXVUR2Gz6CEMlAhcBJQQPwbZ1MMaUKeQQspNdHCdoNltTad12V5cNukkX8wLf21JftQvvOBk1V1mUb5mNHCjXuqTrsKapw3p1n5cig9JR5gpXSwQS1GrVVAQGCEN1/loUlBA8BErlRxclAgfJgmWDIJzZyY4QdGZ9Bi/wi5BVSClNN66Qlb/wnoZs3dlRX4u9olBGGfGOKFxVIU4IQa1WBqVUOaxzyJsrzEZVeucKV0kEUipFoKZRNJs+gmA13zuLihKCh9ArBDNXsBKBXeZ13+3wBf7wiJFZoWkaarVs7ZJytZ6U7IbkpOvOuhf41XWt98fsqO0/h6FpWtqV6J8r5JzDsswVEoGVdNvRbETghz70QXzgA/8TX/jCvWg2G7jhhhvxohf9c7zwhd8BMhgErBhCCcFDoBQgRJpCpBCc9RHNB7J15ELX539DQ7ZxwLLmr+oj5yrLYExlBJ6GcW+6yDcOxJ0ZsWX8O/VurqnXm+qG5Jhk88u2bUHTaGeuUIblz39X4iT0isBWK4Dvz+Y68K//9ffj/PkLeOYzn421tXV88pN/id/+7bfjpS/9AbzsZbfP5JgWCSUER0ApQblsgbEEYRiCseU7+Z+E7IIhXWGL1cbUda2TO9db9QlDGRcxTXrnKhuN1lR/9jIxaXNNZhzIqj4A+owDyyCY5Hu6AkBVpU9D9p4OAtkmlqMq+tzdgI4DSpG2g2crAgHg4OAAa2trfZ+788478KEPfQDvf/+HQfvnuxQDnFYIFmziXQ7kYLkOQgw4Tqln5uzoa62Wjd5VZ4tYNUgShiTx0W77fVmFtm2B86zqE409Q2yQUsmC6x59lk2RTxZtMsmqNOccQRAiCMIeg5IB1y2hXHYWvuojI58qEEJlLZ6GXhGY5X5mr8nesYNSye6ca6QwTBauwiwd5VIEttuzFYEAhkQgADz2sY/DH/3RHyAIfDiOO/2DWiGWWggyxrG724JpZoJBT1emraYozCI5kiRBo9FeuJPXIIwxeB6D5wXQNNppH1er5Z4A6/G3ArM2puf58DyVEXgSBvcGT6vCIoRAGMr3PSGAYciLu21bcJxSz97seCF2GWfzqZxz1OtqNOGk5InAXuI4QRwnnRvQ7GaiUikP5BXOf4WZEFkJ1HUN7XYIz5vPsaDPf/5z2No6q0TgFFhqIQgAQgBhyDp5SFIUyru7TBRKI0KUGhHm+018UrItF8tawWKMw/cD+H7Q1woslx0A48sq7LYx2zkbahRHQbpaK6nDujmz0QQh0Gck6XWTyqrPfJtNsuo+Y1zNp56Cw0TgIIwx+D5LzzXdXNRFqDBLEViBrmvwvBCeN5/nsL/6q8/h7rs/gFe+8kdnfSgrwVLPCB5GryikVDqTuhWB+XOnnpTMGbyKFSxCSN9Wk5NmFS6SuWae6TU0NBrz62qV6+7yViTOh9lE1/VUBDI0Gk1lgjshXREYot0+vlO9l94K8zzGGcl2cAWGocPzQrTb8ykCr1+/httvfyluuukW3HXXG9V84BFQZpExYZoaTFOHZemdF173TRwhjhdPFBICVCpyBkttuSgKI046sTRFoqQ3kmPRzDXzRLeNuVizbHLsYHhF4qy24RiGFIHKpHQ6LMtEpeLC94NTi8A8huOMsrnC6d9MECJQrVZhGDp8P0SrNZ/XgmaziVe84gdACMGv/upbUC6XZ31IC4ESghPAMCgsS+/ElQBI20RRakSYfyHQG3DcbLZnfjc6j3RFoQlK8zdUZIP4gECj0ZrbCta80zUpLfYsm2wF5lWYR99MjIve1XtKBJ6cSYvAQbIZ5mzl3XTnCgVqtQoMw4DvR2i15icvtpcwDPCjP/oKXLt2Fb/+62/D1tbZWR/SwqCE4ITJRKG8q+sVhZk7df4EVm/AsRIvRyNbQdXb0kmSBIahg3M5g7UoFax5I6tgSZPSdNYXToOi1WWTCj7PRGDe6j3F0Zm2CBwk72Yimysc/5pEgWq1AtM0EAQRms35FIFJkuBnfuYncM89n8ev/upv4JZbHjXrQ1oolBCcIrrerRQOisIsRmDWdJ3BKuD4pBiGDtu2Ou3jeRf+88wqiZfBmwnOeUcUnvZ1s0rrzibJrEXgIMVzheN53VSr5bkXgYDMDPyjP/oDvPKVP4qv/dqv73vssY99HEzTnNGRLQZKCM4IXZcmBMvSoWkaAKQD5VHqQJ6+YLBtC65bWomL7iTJnscwjBEEQSeWJpvzydrHyjAymu7zuHriRZpN+l83J824tG0T5bK7tI7/aTFvIjCPcc4VVqsuTNNEGMZoNObbJPiiF307rl69kvvY7/7ue3HhwsUpH9FioYTgHKBppFMp1PVeUZhVCiMIMdl9id1su5PtaVVIZKRQ/vPYm1WYrS2bJyfpPJHFFc3zRXda5L1uep3ro143tm2hXHbU83hKMjG9SM9j3lzhUTfiVCpuuit5/kWg4vQoIThnFInCrBogBcN4f2a16sIwDLTbnsq2OwVZzE6r5SEIRrdRKKV9sTTZxb37N15dUdjdG+zD99VFqJfe3LnD4owyMb2KsU/jZBFF4CCUEhiGkc6jZnOF0tz2la98BbpuYnNzE0BXBEZRjHpdvW5WASUE5xhNI51IGsOQ2d39giE6lSiUsSZlUKqh2ZzedoZlozdm5yQZgYMXd2D5dtkelXLZgWWZ6qbkCOTHGcmLO6UEtq3E9GlZBhGYR7d9TPHkJz8ZQRDgSU96Ep7znOfgec97Hm688WY0Gj6AyXaiFPOBEoILAqXozBQOisJsrvA4orAba4LUGTz/kTbziNxyMT4x3bvL1jCMqceLzJJs64oK3D4Z2cXdssyOSSmrMKubvOOzrCJwkLvv/iD+x/94Hz796U911iJeunQDvvmbn4lv/uZn4UlP+nro+tIvEVtplBBcQDJRaJo6DEMDIaRn/iNKq0jFfxbD0FGplME5U7Emp6B/y8X4xXTmCMycpL0Vn3lcP3VS5MaCMnRdn+re4GUkG0/wfVnN6ZoG5nvd3byxarOV5XIJURThwx/+E3zgA3+Mj3/8Y2i3pWGwWq3hW7/1+XjVq/5tx9ioWC6UEFxwKEXaPjY6ohBAX6UwE3pxHOPtb/9NPP7xj8M/+kf/CI2GcgaflG7A8fS2XPS2AWVMxOKvM+xWVKnaunJKsrb64BYgTdPSG8des0ncGT1Y5XnUPFZNBGYzuXGcoF73IARBHMf43Oc+g49+9E/x0Y/+GXzfx+/93vtQKpVmfbiKCaCE4BJBCFKjid4ZCAbkvNn29g5+4idejU9+8pP49m//DvzUT/3MjI92cZmHrMVuTIQJTRtv5ty0WJS9wYvAUdvqlNLO6EHW7lvVedQ8lAgcngkUQoBzrqqBS4wSgksKISI94eu4fv0qbr/9dnz5y1/G85//bXjNa14DSjV14T0BWTDvPGUtDmfOzX8bsHf1Xr3eWnkBchqq1ZMZlfLmUbMNFcs0enBUVk0EOo4NxykhSRgODryl2dijOD5KCC45f/M39+Anf/LHcHCwj5e97F/h1a/uznl0582W24QwLhYh267bBjSh61onq/AkQcSTYln2Bs8DmQg87Wxl/oYK1hGFmYlgWclE4KrkqCoRqOhFCcEl5k/+5G78u3/3s2Aswb/9tz+F7/iO7wIAmKbWySrM2sdyx2mU7jhVonCQbAh/keI4ZKDsfGUVdvcGqxWGp0EabCrQNC2drRyvUMsbPZj3KvNJWTURWCpZcF0HScJQr3tQxXiFEoJLyv7+Hr7zO78Ntl3Cv//3/xHf9E1Py/13mSiUVYCuKFx0E8I4yQK3B4fwF4ksq7B3Nqw3lmZaZpdKxUUcJ2g0WhP/ecsKITL/U9OmY7CRowfDVeZl2IizqiKQMVkJVCJQASghuLRwzvHud/8O/sE/+CbccsujjvQ1pql1AqwppQCQLjCPUhPCaonC7IKr69pSxZp0Z8PMQ7dTjItstnIV9waPk16Xdb0+/fzPoirzNG8oxsWqicAsF5ExjoODthKBig5KCCpyMQzaaR9norAbULv8ojBztBJCljrWhBB0LuzdrMLxGgayKsQ8z1YuAnITUCV9Tc7eZS2rzF1RuEjh50oEzvqIFPOEEoKKQ8lEYbaSCEBnZkiaEJajUpahaRpqtTKEWD1Ha15WYRZLcxIx7DglOI6t9t2ekm7UDubyNUkIgWHoaZVZjpmc9rUzKVZNBFqWkS4Q4Dg48MDY4lRtFdNBCUHFsdD1bqVwUBTKFvJii8Js6wpjyswgDQNmpyrcHRM42sqyzGDTankIgnAKR7ycSBG4WFE7mSjMbijm5caxKwJX48bEsgyUyy6EEEoEKgpRQlBxYnSddPYfZ5E0cpA8SlvIiyUKszk2ZWYYRtf1znaK3qzCMIwRx8Mu0izgeJENNvOApkkROM0NNuNmOOcy22wy3UijVROBmTlLiUDFYSghqBgLuk46q+50vVcUxh2zSV5q/byQzbEFQajMDIcwmFU4eGGvVLJsu3auSFQcjWxEYZnyFqXZpOte75pNpFFpUr/j6olA2dmQ4y0ekmTxXzuKyaGEoGLsaBrptI/zReF8BBtnZGuWVuUiMU7yLuwA4PsBfD9cCvEyC7LQbcb40o4oZJFGpmlM1L2e3eStyvs7y+oUAqkInP9RAsVsUUJQMVEyUWiacv8xgIGl99FMRWHWwmy3PQSBamGelMzRKk0CvHMDMI1qz7LRDd1OUhE46yOaPFmkUfYh3eusc+N4UrPJqopAADg4UCJQcTSUEFRMDUrRmSnsF4VJZ65wWhc9mRHoQtePv6NV0U/e3mBCSKd9nP2tuysNJ5NVuAxkF/JVn1Mddq8fz6gErKII1NL3oawExrF6jymOhhKCipnQKwp1XQMhBEIIJEnSySqclFborV4tc0bgNOjOsRWbGfKrPUmnIjzPeXPTJBvuj6IYzWZ71oczN3TX3fUblUatu1s1EajrWuosVyJQcXyUEFTMHErRMZoYhtbZf9xbKRyXW7K3etVotJQIOQUnjdrpDbCmdDwtwEVHicCj0TUq9ZpNsjETOX6wiiJQBo0DjYaPKJrNe+iBB+7HXXe9Dvfc83k4jotv+7YX4Ad/8N/AMIyZHI/i6CghqJgrCEFqNNE7A+TAeEShFC7uUrkwZ8W49gYP5s1lLcAwjJEkixU/dFLU+r2TQSlNVyV292dzzqFp2spssdF12rNtZnYisNFo4Pu+75/h8uUb8X3f9/3Y3r6ON77xLjzvef8IP/7jPzmTY1IcndMKQX1Mx6FQAACEAIIgQRAkIESkJ/rMbOLAdZ2+9vFRs7F6hUuzuRoD+JMiEy7jqF7FcdKZ+eq2AE2USvbchBBPkizWxPdDtNtKBB4HzjmCIEQQhCCEoFwuwbKstCpowzD0sa5KnDey7sasRSAAvOc9vwfPa+MXfuEXUa3WAACMMbz+9XfixS9+Gc6c2ZrZsSkmD531ASiWFyEIwjBBoxFgd7eJRsNDGMbQNA2u62B9fQ1ra1U4jt3ZcpJHVgkMw2hlXJiTwrYtVCougiAaewszjhO02z729+s4OGggCCIYho5arYKNjTWUyw5Mc3naTKVSJgIDJQJPiW1bsCwLnudjb++gM/tr2xbW16tYX6/CdUudyuGikwWNE0LQbM5WBALAX/zFn+PJT35KRwQCwHOf+63gnOMTn/iLGR6ZYhosx7tKMfdIUcgQhvKEZ1laZ65Q7rMtpbtNo3S3KUez2cTP//zP4sqVK/j93/9D+P7yzwtNEsex4TilqcxeJQlDkvjwPL8vq9C2rZ5Myu5c2KJRKtlw3ek8l8tO3nPZayQpqjSPMpvMM5pGekRg0DknzpIHHrgfL3zhd/R9rlKpYHPzDB544P7ZHJRiaighqJgJmShsNkOYppa2j7ui8JFHHsGrXvUKfPGLX8S3f/t3KBF4SlzXQalkod324PvT3RvMGE8DqgNQSjuxNNn6rDjORgUWQxTK16iNdttXr8tTkonAUc9lNn7Qbvvpujv5+lnEmwqZeFAFpRTNpo8wnI+RiWazgXJ5eM6sUqmg0WjM4IgU00QJQcXMiSKWtkakKHzwwfvxylf+G1y5cgUveclL8BM/8f/rzBWuqiv1NGSh281me+Z7gznn8P0Qvh/2baYolx0A6Imlmc+swmyLTavlIQimK6iXjaOIwEFkpZnB84K00jx8U5FtQJq3vc6UykqgpkkRGATzIQIVCiUEFXPFJz/5KfzkT/44Wq0mXvWqH8PLXvYyaBqFYdidtlDWPo5jJQoPo1qVe4PnMXSbc9FnFsgcpK5bQrns9F3U5yEmqFx2YFnmXAjqReckInAQWWnuvamQonAeXz9dEaih1QrmTgRWKlW028PpAc1mE9VqdQZHpJgmSggq5oaPfvRP8bM/+9PgnOM1r3ktvvVbvw2tVohWK4Rh0E77uFSyV8aVelLk5pUyNE1Do9Ga++dHCIEwlPFChACGYcCyTDiOFAy9W01m4SAtl11YloFWy1Mi8JSMQwQOIm8qIgRBBEJIJ9Yo+1ly/jhO54+n+/qhFH0i0Pfn64YMAG666eahWcBWq4Xd3R3cdNPNMzkmxfRQQnBOuffe/4Pbb38JLMvCH//xR2Z9OFPh7W9/G3TdwC/8wi/iyU9+St9jccwRxxGACLpO06xCaT6wbatngDxCFM236Jk0/ZtXmgvXThei3yyQbaWwbatjKspuAKbxu/W21uetqrpoTEIEDtI7Nwh0sy5tW95YTPMGkhCgWq1C0zS02/MpAgHgqU99Ot7+9reh2WyiUpGzgh/+8AdBKcVTnvLUGR+dYtKoQOk5RAiBH/qhl+HKlUfg+97KCMHt7esghBwrs6orCnVomgZAVgfiOEpbyKslCimlqNXKAKQInHVLbNz0Okg1jaajAnE6KjD+v3XWWl+Equq8Mw0ReBjSbCId7HLdXbbZJEIcx2ONpiIEqNWq0HUN7XYIz5vfSnJvoPSLX/wybG9fx6/8yl143vO+TQVKLwBqs8gS8r73vQfveMdv4jnP+Yd497vftTJC8LToOulE0ui6FIVZdWASJ/p54yh7g5eJ4Yv6eGNFlAgcH/MgAgfpjTXqrrtLOusST/P+kSKwAl3X4Xkh2u35FYEZ99//Fdx11y/innv+Kl0x90LcfrtaMbcIKCG4ZDSbTfzLf/nd+Omf/lnce+/f4l3veocSgidA0wgsS241GRSF2Yl+mUSh3FdaBmP8WHuDl4XuDlsTuq6d6gagf75y8Vrr80aWXzlPInCQXgd7thqzVxQep7Iu28EVGMbiiEDFYqNWzC0Zv/Ebb8LjHncrbrvtGbj33r+d9eEsLIwJeF4Ez4tSUain1UITlmX2LLtffFFoGDqq1fJKr99jjMHzhmNFqtXysbIKCSGo1cqglCoROAYWQQQC+Q72LNdUrsVkHVE46jVBiEC1WoVh6OnaQSUCFfOPEoJzxH33fQHve9978ba3vXPWh7JUSFEYw/NiUIpOpVBWAMy+llAYRgslpMa5N3hZGI4Vke2/LKuwKGtOikBpsqnXW0u533aadEXg9EPMT0Ovgx3IMyvxjihstVqwLDv7yk4l0PcjtFpKBCoWAyUEJ0hmvz+MixcvQdd1vP71d+K7vutFyq4/QTgHfD+G7w+KQnmyl3f/SSercA4zjTvYttx1GwQhWi216zaP/KzCwaw5aTSpVFwABPX68plsps2iisA88tfdGfjsZz+D7//+78djHvMYPPOZz8Lzn/98bG4+CUEQodVa7N9ZsVooIThBPvzhD+LOO1976L975zvfjfvu+wLuv/9+vOY1d6DZlPOYUSTvKJvNZlrVsCZ6vKvGoCjMjCaGoacD0i7iOO7Mms2T+aK7nzWA5/mzPpyFYDCrMJsJc5wSCCEQQqTbQsisD3WhWSYROEjvurutrfN47nOfi4997GN461vfgre+9S24cOECbrvtWXjmM5+Nr/u6vwddV5dYxfyjzCJzwlvf+ut429t+o/Dx7/mel+DlL//hKR7R6kIIOpE02eA4gL728SxFYbbmbN7nrhYBTaOoVisABJKEwTB0UEpnGkC8yCyzCCxC1wk+9alP4X/9r/+NP/mTP0GzKXfzVqs13HbbM/Dd3/1PceutT5zxUSqWGeUaXhKuXHkEV6480ve597//fbj77j/GL/3Sf8a5c+dx6dINMzq61UVWjvSO2SQThb3tY8amJwqzNWdqw8Xp6Y3bqdebHROJbP/JuUIpCrszYSpGpphVFIGVigvLMhGGMRqNAEmS4POf/xz+7M/+BB/5yJ/g2rWrePzjn4C3vOXtsz5UxRKjhOAS89a3/rqKj5kjCBHpjNmgKGSdSuEkZ8uqVReGoTZcjIMsbodzjnq9OG5H1/U0lqY/q1CtNexnlUVgFMWo14cr80IIfOlLX0SlUsX58xdmcISKVUHFxygUU0IIgjBMEIZJWinUOnOFjlOC45R6YiYiJMl4RKHMtXOh6yrceBxIEVgBY+zQzMUkSZAkciasN6tQrjXsjyBaVVZRBGaV+ShKUK/7yJsrJYTgMY953PQPTqE4JqoiqFCMAdPUOu5jSuVFQc6ZHZ49Nor+XLuWmlc7JVnmYpIkqQg82ffJ20rRu9VkVQK9V1UE2raVikAPylykmDWqNaxQzBldUSiNBwA6c2ZheHTzwbLvDZ42vcHbjUZrbN+XUtqJpcm22HSNRcsrCjMR2Gp5qdt6+SmXS7BtG3EsRaAQSgQqZo8SggrFHGMYtJNVmIlCznnHaBLH+aKQUoJarQpAoF5vgc9zoOECYJoGKhV34sHbhJBO+9gw5ORNd4Y0Xpq/4yqKwMytr0SgYt44rRCkYzoOhUKRQxxztFohdnfbODhow/dDCCFzAGu1KjY2aiiXSx3RAADvfe8f4vnP/1Z8+tOfwsFBc2nEw6ywLHMqIhBAmkUYodFoYW+vjlbLA+ccjlPCxkYNa2sVlEo2NG1xT73ZPKwSgQrFcqDMIgrFlIhjjjiOAEQwDNoxmti2Ddu2wRjDm970JrzxjW/EmTNnUC7XlratOC2yFXxhGE19+0r+qjKzEwZ+1P2184QUgfZKiUDHsVEq2UgShnrdVyJQsXSo1rBCMWN0ncIwKP7zf3493v72t+Py5ct461v/K86dO5cKBeUSPgnZCj7fD9Buz9f2FcPQYVlmai6iPTOkMZJkPv/eqyoCszSAgwNvofaQK1YHFR+jUCw4QRDh537u3+N//a//ga/5mkfj137tzbh06SJ0XYNtWx1Hqsyui9XF6AiUShZc15nbFXzZqjKgd3+trBbOY1bhKorAUsnqiEDZDp71ESkUk0FVBBWKGRKGIX72Z38KH/vYR/CkJ30d7rzzP6FarQIANI10jCaZG7UbUxKlMSWzPPr5JKvieJ4Pz1usFXy6rnViaXoDrLOPWbCqItB1HTAmK4FqTFcxz6iKoGIhYYzhXe96B/78zz+K++//MjgXePSjH4Mf+IEfwtd//TfM+vCmxsc//lF87GMfwTd909Px2tfeiVKp1HmMMQHPi+B5USoK9XSu0IRlmRCiP9BYicKuaFnUXLskYUgSH57n92UV9laGp5lVuIoi0LbNVARyJQIVK4GqCCpmgud5+O7vfiFe8IL/D5785G8CpRTvfe8f4GMf+zO8/vVvxN//+/9g1oc4FYIgwKc//Uk85SlPhWEYR/oaStGpFGZuYykKk05W4SqKwszZuYyihVLaF0uT/b27NwHj/4Ovqggsl91UBLaVCFQsBCpHULGQMMbQbrc7bdDscy9+8T/HpUuX8brX3TXDo1scikRhkiSdrMJVuJhlK79aLa/j0l1WKCUwTWk06WYVJgjDOP17n14ULrOoLsKyDFQqZTDGUa97YGwF76YUC4lqDSsWEk3T+kRg9rmv+ZrH4KGHHpzRUS0enAO+H8P3Y1CKTiSNYehphdFN28fjEwnzRqXiwjQNtFpthOHy7/zlXCAIQgRBCEJIutXEgOuWUC47aWVY/r1Pso1mVUVgueyCcyUCFauHEoKKuSFJEvzN3/z1Ss0IjhPOgSBIEAQJCAEsS+9UCqUodPrax8sgCjMR2Gy2Z2ammCW9WYWEAIYhV905Tn9WYRjGYOzwrMJVFIGmKUWgEAIHB0oEKlYPJQQVc8Nv//bbsbOzjX/2z/6/sz6UhUeIYVFomvLDMBy4rtPXPl7Ei1+1WoZh6Gg0WnMTszJLhECfu1hG0kijieOUwBjrxNLkBVivpgjUUalIEagqgYpVRQlBxdhotVrY3d059N9dvHhpyBjxyU/+Bd761l/HS1/6A3j842+d1CGuJP2iUKStRCkKXTcThaxTKTxJO3GaECJFoK4rETiKXlGYZRVaVjerMBsXiOOkRwS2EQTLPWOZYRg6KpUyhADqdQ9JMj8iUKUqKKaJMosoxsYf/dEf4s47X3vov3vnO9+Nm266ufP/f+EL9+KHf/hf45nPfDb+7//75yd4hIpeCAFMU0vdqDoIkauz5lkUEkJQrZahaRoajebCrGabJwazCoUQIITM5QaWSWEYOqrVMgDg4MBDkszX61ylKiiOg3INKxaahx56EC9/+b/CYx7zOLzudXdB11WRelZIUaina8+kKGSMddrHs75YEkJQq5VBKUW93jrSzJtiNOWyA9u2wBiHptGV2GJjGBqqVXnhrNc9xPF8iUBApSoojodyDSsWlp2dHfzYj70S586dx2tfe6cSgTMmihiiiAEIe0ShnubJHT5jNkmkCKyAUoJ6vTl3lcpFxHVLsG2r0w7OAqxN00C1Wu4JLJ9egPWk0fX5F4GASlVQTBd15VXMhDAM8OpXvwr1+gF+5Ef+Lb785b/rPGaaBh772MfP8OgUvaLQMGgnq7BUsntmzKJ0xmyyopBSKQIBJQLHRTYT2Gy2O7mLjHH4fgDfDzpZhTJWxQGAvliaRXScL4oILEKlKigmhRKCipmwt7eHL33piwCAn/qpH+977Pz5C3j3u/9oFoelyCGOOeI4RKuViUKZVdgrCrOIknEbNyilqNXkLFe93gRfhXTsCZMnAgfJzyo0B7IK5d98Ef4muk5RrZZBCNBo+AsnAgGVqqCYHGpGUKFQnAjDoJ0Aa02jAJCKQlk1iqLTiUJNo6hWKxBCoNFoLmQVat44iggcRSYKsw9CCJIkSUcGjpZVOG00jaJWq4AQgkbDTyvd0+e0qQqvfvWP4KUv/QF8//f/4KQOUbGgKLOIQqGYObrerRR2RaFIBeHxRaGmaajVyuBcoF5vLsV82qw5rQjMo1cUUkpTc1GcmotmLwp7RWCz6SMMZ3dMKlVBMSmUEFQoFHOFrpOO+1jXNQBI3ahRx3gw+us1VKty52uj0VIicAxMQgQOIrMK5VyhFIU8vQkY/8jAUdA0glqtmorAAGG4eHmTKlVBcRSUEFQoFHOLppGO0aRfFMYdkdB7Brr77g+CUoJ//I//MRqN5lLGl0ybrjvYm5gIHETX9TSf0oSm0c7IgIylmbwgkwajKjSNotn0EQSLJwJ3dnbw8pf/K9RqNbzhDW+G4zizPiTFnKLiYxQKxdzCmIDnRfC8KBWFeioMTViW2RNREuGtb30Lfu3Xfg1f+7Vfi+c851tmfehLges6sG1zqiIQkA7XJEnQbvtpgLUUhbZtgfPu33wS+6Ezl/kii0CVqqCYJqoiqFAopg6l6KsU/qf/9J/w5je/GTfccAPe9KZfw5kzW6oaeEpmJQJHkWUVWpYBXdd7qsPjySrsikANrVYA3x+/0JwGV648gn/6T78j9zGVqqAYRLWGFQrFwiKEwBvf+Hr8zu/8N9x88834rd/6LZw/fz6tFCYds8kCJJTMFfMoAgehlHZiabKxgd5YmuOKQkqRtoMXWwQqFMdFtYYVCsVCwjnHL//yf8R73vP7+JqveTTuuutXYRgumk0flmWk5gMDgNvXSlQxMqNZBBEIyL9/b1ZhNlPoug5ct3fn9eFZhYQA1aoUge22EoEKxXFQQlChmCAPPHA/7rrrdbjnns/DcVx827e9AD/4g/9mKCdsFXnzm9+I97zn9/G4x92K17/+V1CrrYFzIAgSBEECQpDOFOowDL3znHWrRou54WKSlMsOLGv+ReAgQggEQYQgiPqyCh2nBNd1kCRJJ5ZmcLMMIbISqOsa2u0QnqdEoEJxHJQQVCgmRKPRwKte9UO4fPlG3HHHL2J7+zre+Ma7EAQBfvzHf3LWhzdzbNvGM57xLPxf/9fPo1wuDz0uxLAoNE35YRgOXNfpax8zttqicFFF4CBCCIRh1PkdsvZxqWTDdUt4wxvegL/+63vwjGc8A09/+m24+eYboesaPC+E5y3u761QzAolBBWKCfGe9/wePK+NX/iFX0S1WgMAMMbw+tffiRe/+GU4c2Zrxkc4W172stuP/G/7RaFIxUG/KOy2EoerRsvOsojAPDIjCSCzCre3t/Fnf/an+LM/+1NQSvHkJz8Zz372c/HUpz4DZ8+em/HRKhSLhzKLKBQT4hWv+EFUq1X8h//wy53PNZtNvOAFz8VP//TP4gUv+PYZHt1yQAhgmlo6X6aDEAIAKyUKl1kEFnH16iP4xCc+gbvv/iA+/elPd4wlt976RDzrWc/Bs571XFy+fOOMj1KhmA7KLKJQzCkPPHA/XvjC/giISqWCzc0zeOCB+2dzUEuGEEAYss7qMCkK9c58meOU0rVnUbr2bLlE4SqKQEDgcY97LL72a5+If/kvvwdf/eoj+MhH/hR/+qcfxqc//Qn8n//zN3jzm9+I/+f/+Xd4/vNfMOuDVSjmHiUEFYoJ0Ww2UC4P36lVKhU0Go0ZHNHyE0UMUcQAhIWiMNtwMQ+7cE/DqorAWq0CwzAQBBFarRAbG5v4zu/8bnznd343Go0GPv7xj+Izn/kUbr75UbM+WIViIVBCUKFQLCWDotA0pQO5VLJRKtk9u3AjxPFiicJVFYHValcENpvh0L+oVqt4/vNfoCqBCsUxUEJQoZgQlUoV7XZr6PPNZhPVanUGR7S6ZKKw1QphGLSz6i4ThXIXrsysm8Yu3NOwmiIQqFbLME0DYRjnikCFQnEylBBUKCbETTfdPDQL2Gq1sLu7g5tuunkmx6QA4pgjjiO0WhEMg6aVQgO2bcO2M1Eo28fzJgq7IrCNMFydvLxKxYVpmgjDGI1GMOvDUSiWCjrrA1AolpWnPvXp+NSnPoFms+u4//CHPwhKKZ7ylKfO8MgUGXHM0W5H2NtrY3+/Dc8LIQRg2xZqtQo2Nmoolx2Y5uzvmVdZBFqWiShSIlChmAQqPkahmBCNRgPf933/DJcv34gXv/hl2N6+jl/5lbvwvOd9mwqUnnN0nXTax5om9+AKITrt4yzXblqsrgh0YFkWoihBve4BILM+JIVi7jhtfIwSggrFBLn//q/grrt+Effc81fpirkX4vbb1Yq5RULT5B5cy9Kh672iME7NJjGOdhY9GZkIbDbbUxegs6RcdmDbSgQqFIehhKBCoVBMCSkKZaWwVxTGcZxmFY5XFK6uCCzBtm3EsRSBQigRqFAUoQKlFQqFYkowJuB5MTwvhqaRTiSNaZowTTMVhUknwPo0onBVRaDrKhGoUEwTJQQVCoXiBDAm4PsxfD8Gpei0j03TgGkaEMJBHCedrEJ+jKUmqywCSyUlAhWKaaKEoEKhUJwSzjEkCk1Th2HoHVGYJEmnfcx5calwVUWg48hMxyRhqNd9JQIViimhhKBCoVCMkV5RSAg6M4WGoXdMQlmlMAyjjijc39/HL//y6/CCF7wAz372c1dOBDpOCUnCcHDgTdR8o1Ao+lFCUKFQKCaEEEAQJAiCpEcU6qkodOC6sn187dpV/NiPvQr33Xcf/t7f+8aVEoGlktURgbIdPOsjUihWCyUEFQqFYgr0i0IB05Qzhc1mHS9/+ctx33334SUveQm+93u/B3GcgLFjDBUuKKWSBdd1wJgUgceZo1QoFONBCUGFQqGYMkIQhGGCq1ev40d+5OX48pf/Di9+8UvwUz/1U6BULnxKEtZpHy+jKLRtMxWBHAcHSgQqFLNCCUGFQqGYAfv7e3jVq34IX/nKl/Ev/sX34gd/8JXY3W3DNLWO+9hxSnCcEhhjnUiaJFl8xWTbJsplNxWBbSUCFYoZooSgQqEYKx/60AfxgQ/8T3zhC/ei2WzghhtuxIte9M/xwhd+BwhRTtCMn/mZn+iIwFe84kc6z00UMUQRAxAWisIokgHWScJm+0ucAMsyOiJw3tvB9977f3D77S+BZVn44z/+yKwPR6GYCEoIKhSKsfI7v/NOnD9/Aa985Y9ibW0dn/zkX+J1r7sD169fw8tedvusD29ueNKTvg5Pf/oz8L3f+5JCgTwoCrMA61JJRq0wxjs5hXE8/6IwE4GcSxHI2Pw6Q4QQuOuu12FtbR2+7836cBSKiaFWzCkUirFycHCAtbW1vs/deecd+NCHPoD3v//DnRk4xckxDNqJpcmeT855p308j6LQNA1UKi6EEDg4mG8RCADve9978I53/Cae85x/iHe/+12qIqiYW067Yk6dkRUKxVgZFIEA8NjHPg7tdhtB4E//gJaQOOZotSLs7rZxcNCG74cQAiiVbNRqVWxs1FAuOzCM+Wj6mKbeEYHzXgkEgGaziTe/+Y344R/+cej6fDyHCsWkUK9whUIxcT7/+c9ha+ssHMed9aEsHXHMEccRgAi63q0U2rYF27bAOUcUxWkLOZn68UkRWIYQQL3uIUnmWwQCwG/8xpvwuMfdittuewbuvfdvZ304CsVEUUJQoVBMlL/6q8/h7rs/gFe+8kdnfShLT5JwJEmEdjuCrpPO/uNMFAohOpE00xCFhiFFILA4IvC++76A973vvXjb294560NRKKaCEoIKhWJiXL9+Da95zU/jG77hyXjRi/7FrA9npUgS0RGFmkY6lULLsmBZmSiMO2aTce/2NQwN1WqvCJyNPbjVamF3d+fQf3fx4iXouo7Xv/5OfNd3vQg33XTz5A9OoZgDlBBUKBQTodls4tWvfhVqtRruuON1yiQyQxgT8LwYnhcPiEITlmVCCIE4jtNKYXzqNW+6rqFalQPs9bqHOJ5dRsyHP/xB3Hnnaw/9d+9857tx331fwP3334/XvOYONJvSIBlFEQD5ejZNE5ZlTfR4FYppo1zDCoVi7IRhgB/90Vfg2rWr+PVffxu2ts7O+pAUOWga6UTSZMaSriiM00rh8b6nrmuo1eZDBB6Xt7711/G2t/1G4ePf8z0vwctf/sNTPCKF4nBO6xpWQlChUIyVJEnwMz/zE7jnns/jV3/1N3DLLY+a9SEpjgCl6MwU9ovCpDNXeNjVQtcpqtUKCCFoNPw0A3FxuHLlEVy58kjf597//vfh7rv/GL/0S/8Z586dx6VLN8zo6BSKfE4rBFVrWKFQjJVf/uU78ed//hG88pU/ina7jXvu+evOY4997ONgmuYMj05RBOeA78fw/bgjCk1TikLTNOC6DpIk6bSPOe9XhZq22CIQAC5cuIgLFy72fe6zn/00NI3iG7/xyTM6KoVisighqFAoxsonP/kXAIA3vvE/DT32u7/73qELrWL+GBSFsn1swDB0GIYBAH2VQkIIajUpApvNxRSBCsWqolrDCoVCoTgShCA1mshKYbYaL7uMNJsBwnD6WYUKxSqjWsMKhUKhmApCAEGQIAgSECJgmgZsW4pCzwuVCFQoFhAlBBUKhUJxbIQgCMNEiT+FYsFRwV4KhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCuKEoIKhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCuKEoIKhUIxQTzPw3d91wvwzd/8ZNx779/O+nAUCoWiDyUEFQqFYoL85m++BYyplWsKhWI+UUJQoVAoJsQDD9yPP/iD38XLXnb7rA9FoVAoclFCUKFQKCbEXXe9Dt/5nf8EN95406wPRaFQKHJRQlChUCgmwIc//EF8+ct/h+///h+Y9aEoFApFIUoIKhQKxZgJggC/8it34fbb/w1ctzzrw1EoFIpClBBUKBSKMfNbv/VWbGxs4oUv/I5ZH4pCoVCMRAlBhUKhGCNXr17Bu971Dvyrf3U7Wq0Wms0mfN8HIKNkPM+b8REqFApFFyKEEEf5h9vbzUkfi0KhUCw8n/nMp/CqV/1Q4eNPeMLX4r/8l9+c3gEpFIqlZmurcqqvV0JQoVAoxkiz2cR9932h73Nf+tIX8YY3vB6vfvVP49Zbn4jHPe7xMzo6hUKxbJxWCOpjOg6FQqFQAKhUKvjGb3xy7mOPf/ytSgQqFIq5Qs0IKhQKhUKhUKwoqjWsUCgUCoVCsaCctjWsKoIKhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCuKEoIKhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCuKEoIKhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCuKEoIKhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCuKEoIKhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCuKEoIKhUKhUCgUK4oSggqFQqFQKBQrihKCCoVCoVAoFCsKEUKIWR+EQqFQKBQKhWL6qIqgQqFQKBQKxYqihKBCoVAoFArFiqKEoEKhUCgUCsWKooSgQqFQKBQKxYqihKBCoVAoFArFiqKEoEKhUCgUCsWKooSgQqFQKBQKxYqihKBCoVAoFArFiqKEoEKhUCgUCsWK8v8HffUn7GDedCsAAAAASUVORK5CYII=", "text/plain": ["<Figure size 1000x800 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["fig = plt.figure(figsize=(10, 8))\n", "ax = fig.add_subplot(projection='3d')\n", "ax.plot_surface(X, Y, Z, rstride=1, cstride=1, cmap='coolwarm', linewidth=0)\n", "\n", "fig.savefig(\"img/polynomial.png\", dpi=150, bbox_inches=\"tight\", transparent=True)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Image saved:\n", "\n", "<img src=\"https://perso.lpsm.paris/~msangnier/files/pythonM2/img/polynomial.png\" width=500>"]}, {"cell_type": "markdown", "metadata": {}, "source": ["# A detour to TensorBoard <a id=\"part4\"></a>\n", "[TensorBoard](https://www.tensorflow.org/tensorboard) is a widely used tool for analyzing the behavior of iterative algorithms as well as the structure of neural networks models.\n", "We give here a minimal example but more powerful features exist, in particular for use with [Keras](https://www.tensorflow.org/tensorboard/scalars_and_keras) and [PyTorch](https://pytorch.org/docs/stable/tensorboard.html)."]}, {"cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [{"name": "stderr", "output_type": "stream", "text": ["2026-08-28 23:14:25.630080: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n", "2026-08-28 23:14:25.965105: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", "To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", "2026-08-28 23:14:26.979244: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n"]}], "source": ["# Load the TensorBoard notebook extension\n", "%load_ext tensorboard\n", "\n", "import tensorflow as tf"]}, {"cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [], "source": ["# Clear previous logs\n", "!rm -rf ./log/"]}, {"cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [], "source": ["import datetime\n", "current_time = datetime.datetime.now().strftime(\"%Y-%m-%d_%Hh%M.%S\")\n", "\n", "# Create file writers for the log directories\n", "writer1 = tf.summary.create_file_writer(f\"log/est1_{current_time}\")  # Orange curve\n", "writer2 = tf.summary.create_file_writer(f\"log/est2_{current_time}\")  # Blue curve"]}, {"cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": ["# Normally drawn data with mean 3. We aim at estimating the mean.\n", "mu = 3\n", "data = random.randn(1000) + mu"]}, {"cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": ["# The callback is a function called at each step of an iterative algorithm\n", "# Its aim is to record the values of interest\n", "# Here: the values of two estimators and their respective mean squared errors\n", "def callback(est1, est2, step):\n", "    with writer1.as_default():\n", "        tf.summary.scalar('Value', est1, step=step)\n", "        tf.summary.scalar('MSE', ((est1-mu)**2).mean(), step=step)\n", "    with writer2.as_default():\n", "        tf.summary.scalar('Value', est2, step=step)\n", "        tf.summary.scalar('MSE', ((est2-mu)**2).mean(), step=step)"]}, {"cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [], "source": ["# For each sample size from 2 to full size: compute estimators\n", "# and record the values of interest\n", "for it in range(2, len(data)+1):\n", "    est1 = data[:it].mean()  # Unbiased estimator\n", "    est2 = it/(it-1)*est1  # Biased estimator\n", "    callback(est1, est2, it)"]}, {"cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [{"data": {"text/html": ["\n", "      <iframe id=\"tensorboard-frame-b8e14c5639e15d6\" width=\"100%\" height=\"800\" frameborder=\"0\">\n", "      </iframe>\n", "      <script>\n", "        (function() {\n", "          const frame = document.getElementById(\"tensorboard-frame-b8e14c5639e15d6\");\n", "          const url = new URL(\"/\", window.location);\n", "          const port = 6006;\n", "          if (port) {\n", "            url.port = port;\n", "          }\n", "          frame.src = url;\n", "        })();\n", "      </script>\n", "    "], "text/plain": ["<IPython.core.display.HTML object>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# Open TensorBoard\n", "%tensorboard --logdir log"]}, {"cell_type": "markdown", "metadata": {}, "source": ["# Exercises <a id=\"part5\"></a>\n", "## Exercise 1 <a id=\"part5sec1\"></a>\n", "Plot the probability density functions of the exponential distributions with parameters $\\lambda \\in \\{0.5, 1, \\dots, 2.5\\}$.\n", "Do not forget to add a legend with LaTeX support."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## Exercise 2 <a id=\"part5sec2\"></a>\n", "Plot the Lemniscate of Bernoulli parametrized by:\n", "$$\n", "    x(t) = \\frac{\\sqrt 2 \\cos(t)}{\\sin(t)^2+1},\n", "$$\n", "$$\n", "    y(t) = \\frac{\\sqrt 2 \\cos(t) \\sin(t)}{\\sin(t)^2+1}.\n", "$$\n", "Annotate the points parametrized by $t = \\frac{n\\pi}{4}$ for $n \\in \\{0, 1, \\dots 7\\}$."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["On the same graph, animate the drawing of the Lemniscate of Bernoulli and that of Gerono, parametrized by:\n", "$$\n", "    x(t) = \\cos(t),\n", "$$\n", "$$\n", "    y(t) = \\cos(t) \\sin(t).\n", "$$"]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [], "source": ["# Close all figures and go back to inline plots\n", "plt.close('all')\n", "%matplotlib inline"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Exercise 3 <a id=\"part5sec3\"></a>\n", "Subplot the mass function of a Poisson distribution with parameter $\\lambda \\in \\{1, 2, 4, 10\\}$.\n", "Set the limits of the y axis to [0, 0.4] for each subplot and do not forget to add a legend with LaTeX support."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## Exercise 4 <a id=\"part5sec4\"></a>\n", "Consider the first row of the [UPMC image](https://perso.lpsm.paris/~msangnier/files/pythonM2/img/upmc.jpg) (see also above), described by the RGB tuple of each pixel in `first_row`.\n", "\n", "Plot, on the same graph, the histograms of red, green and blue values of pixels (respectively the first, second and last item of the tuples).\n", "You may use different `facecolor`s.\n", "\n", "Does the result make sense?"]}, {"cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [{"name": "stdout", "output_type": "stream", "text": ["Head of the list of RGB tuples: [(99, 163, 207), (100, 164, 208), (100, 164, 208), (98, 162, 206), (95, 159, 203), (94, 158, 202), (95, 159, 203), (97, 161, 205), (100, 163, 206), (99, 162, 205)]\n"]}], "source": ["import matplotlib.image as mpimg\n", "\n", "img = mpimg.imread('img/upmc.jpg')\n", "\n", "first_row = [tuple(pixel) for pixel in img[0]]\n", "\n", "print(\"Head of the list of RGB tuples:\", first_row[:10])"]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## Exercise 5 <a id=\"part5sec5\"></a>\n", "Create a 3D plot for the function $(x, y) \\mapsto x^2 + y^3$."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["## Exercise 6 <a id=\"part5sec6\"></a>\n", "Define a function `print_latex`, which has basically the same role as `print` but is able to display inline LaTeX equations (you can use the `text` routine from Matplotlib)."]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [{"data": {"image/png": 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", "text/plain": ["<Figure size 10x10 with 1 Axes>"]}, "metadata": {}, "output_type": "display_data"}], "source": ["# Example\n", "pi = 3.141592653589793\n", "print_latex(rf'An approximative value of $\\pi$ is {pi:.5}.')"]}, {"cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [{"data": {"text/plain": ["3.141592653589793"]}, "execution_count": 73, "metadata": {}, "output_type": "execute_result"}], "source": ["import numpy as np\n", "np.pi"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Exercise 7 <a id=\"part5sec7\"></a>\n", "Create a figure similar to Kandinsky's painting, called *Several Circles* (see below).\n", "Do not forget to erase the axes and the ticks.\n", "\n", "<img src=\"https://perso.lpsm.paris/~msangnier/files/pythonM2/img/cercles.jpg\" width=300>"]}, {"cell_type": "code", "execution_count": null, "metadata": {"collapsed": true}, "source": ["# Answer"], "outputs": []}, {"cell_type": "markdown", "metadata": {}, "source": ["# References <a id=\"part6\"></a>\n", "- [Matplotlib beginner's guide](http://matplotlib.org/users/beginner.html).\n", "- [Pyplot API](http://matplotlib.org/api/pyplot_api.html).\n", "- [Scipy lecture notes](http://www.scipy-lectures.org/index.html)."]}], "metadata": {"kernelspec": {"display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3"}, "language_info": {"codemirror_mode": {"name": "ipython", "version": 3}, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3"}}, "nbformat": 4, "nbformat_minor": 4}