microsoft/AI-For-Beginners
Publicmirrored fromhttps://github.com/microsoft/AI-For-BeginnersAvailable
lessons/4-ComputerVision/08-TransferLearning/AdversarialCat_TF.ipynb
234lines · modecode
| 1 | { |
| 2 | "cells": [ |
| 3 | { |
| 4 | "cell_type": "markdown", |
| 5 | "metadata": {}, |
| 6 | "source": [ |
| 7 | "## How Neural Network sees a Cat\n", |
| 8 | "\n", |
| 9 | "A neural network pre-trained on ImageNet is capable of recognizing any of 1000 different classes of objects, such as cats of different breeds. It would be interesting to see, what does the **ideal siamese cat** looks like for a neural network.\n", |
| 10 | "\n", |
| 11 | "> Of course, you can replace *siamese cat* with any other ImageNet class.\n", |
| 12 | "\n", |
| 13 | "To start, let's load VGG network: " |
| 14 | ] |
| 15 | }, |
| 16 | { |
| 17 | "cell_type": "code", |
| 18 | "execution_count": 1, |
| 19 | "metadata": {}, |
| 20 | "outputs": [ |
| 21 | { |
| 22 | "name": "stderr", |
| 23 | "output_type": "stream", |
| 24 | "text": [ |
| 25 | "2022-06-17 13:28:58.931467: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA\n", |
| 26 | "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", |
| 27 | "2022-06-17 13:28:59.603736: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1525] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15401 MB memory: -> device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0001:00:00.0, compute capability: 6.0\n" |
| 28 | ] |
| 29 | } |
| 30 | ], |
| 31 | "source": [ |
| 32 | "import tensorflow as tf\n", |
| 33 | "from tensorflow import keras\n", |
| 34 | "import matplotlib.pyplot as plt\n", |
| 35 | "import numpy as np\n", |
| 36 | "from IPython.display import clear_output\n", |
| 37 | "from PIL import Image\n", |
| 38 | "import json\n", |
| 39 | "np.set_printoptions(precision=3,suppress=True)\n", |
| 40 | "\n", |
| 41 | "model = keras.applications.VGG16(weights='imagenet',include_top=True)\n", |
| 42 | "classes = json.loads(open('imagenet_classes.json','r').read())" |
| 43 | ] |
| 44 | }, |
| 45 | { |
| 46 | "cell_type": "markdown", |
| 47 | "metadata": {}, |
| 48 | "source": [ |
| 49 | "## Optimizing for Result\n", |
| 50 | "\n", |
| 51 | "To visualize the ideal cat, we will start with a random noise image, and will try to use the gradient descent optimization technique to adjust the image to make a network recognize a cat.\n", |
| 52 | "\n", |
| 53 | "\n", |
| 54 | "\n", |
| 55 | "Here is our starting image:" |
| 56 | ] |
| 57 | }, |
| 58 | { |
| 59 | "cell_type": "code", |
| 60 | "execution_count": 2, |
| 61 | "metadata": {}, |
| 62 | "outputs": [ |
| 63 | { |
| 64 | "data": { |
| 65 | "text/plain": [ |
| 66 | "<matplotlib.image.AxesImage at 0x7f90a0277ac0>" |
| 67 | ] |
| 68 | }, |
| 69 | "execution_count": 2, |
| 70 | "metadata": {}, |
| 71 | "output_type": "execute_result" |
| 72 | }, |
| 73 | { |
| 74 | "data": { |
| 75 | "image/png": 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\n", |
| 76 | "text/plain": [ |
| 77 | "<Figure size 432x288 with 1 Axes>" |
| 78 | ] |
| 79 | }, |
| 80 | "metadata": { |
| 81 | "needs_background": "light" |
| 82 | }, |
| 83 | "output_type": "display_data" |
| 84 | } |
| 85 | ], |
| 86 | "source": [ |
| 87 | "x = tf.Variable(tf.random.normal((1,224,224,3)))\n", |
| 88 | "\n", |
| 89 | "def normalize(img):\n", |
| 90 | " return (img-tf.reduce_min(img))/(tf.reduce_max(img)-tf.reduce_min(img))\n", |
| 91 | "\n", |
| 92 | "plt.imshow(normalize(x[0]))" |
| 93 | ] |
| 94 | }, |
| 95 | { |
| 96 | "cell_type": "markdown", |
| 97 | "metadata": {}, |
| 98 | "source": [ |
| 99 | "> We use `normalize` function to bring our values into 0-1 range.\n", |
| 100 | "\n", |
| 101 | "If we call our VGG network on this image, we will get more or less random distribution of probabilities:" |
| 102 | ] |
| 103 | }, |
| 104 | { |
| 105 | "cell_type": "code", |
| 106 | "execution_count": 3, |
| 107 | "metadata": {}, |
| 108 | "outputs": [ |
| 109 | { |
| 110 | "name": "stderr", |
| 111 | "output_type": "stream", |
| 112 | "text": [ |
| 113 | "2022-06-17 13:29:02.100818: I tensorflow/stream_executor/cuda/cuda_dnn.cc:368] Loaded cuDNN version 8303\n", |
| 114 | "2022-06-17 13:29:02.570980: I tensorflow/core/platform/default/subprocess.cc:304] Start cannot spawn child process: No such file or directory\n" |
| 115 | ] |
| 116 | }, |
| 117 | { |
| 118 | "name": "stdout", |
| 119 | "output_type": "stream", |
| 120 | "text": [ |
| 121 | "Predicted class: 669 (mosquito net)\n", |
| 122 | "Probability of predicted class = 0.05466596782207489\n" |
| 123 | ] |
| 124 | }, |
| 125 | { |
| 126 | "data": { |
| 127 | "image/png": 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Ci8uWkd9i9QFa/4CbGjTNBe+dhOKgkh1UHtY7VlHLaP8NqdTiCIfvigmdbRJnARd1QNH4XOo1pbrGcBzyOEZuVFo7wMtt2nVMp8fkk4D6rqHOZZbTAs0+RbcUOl0lW52Q2D65VKMlFo/yDZ0a83CjUh8DAsXl0ktpNYvNUkHWQY0PXNAwKlac5TlftNcc5RdYX9s4VUFZ5uxUlSruUQ4daQd54+LLOaINGYsDmfyIVnVEIqZxa1YcKeyek/Ya9U5FflB53vjYvY2iOWCUsJFRU4fj/ILkbEw/u6HzCgrFpeoSeGehlC6ZSKlM2Lk9ndOQK0scbUYb9Iw1jagwqB//gMUCFnc+l3enZI2LPcoYzyOMMxVdGcrUYDAYDAaDwWDwZ/lgmZrK35OtNphiwvXBoOE1SisxV3LcQ8I6+hwl60iernj9dCB+2tBUCYHtwTFg3HQUnoOznaIToXQR7KE9TsjbX6X1r7E8iZNOYRlckfUyE3mFYsnsuojOmnP3my3N1RiimOnDnnGzRI9KvDZGRDamoaCIkhd1jj5ao4YX1OZ7um2IVBp0L1viH8kIw6HUGlLmyMklT5qBZqRcHxpOrZLWNXlxtBB7hX45IjMnPHuTIHKJWWrTrw2EyFC9guIqxnhW0zstkp4Rd+9xbrf0xY6mN5AftniqoJ32OEmG4W8obR1x95xV/oxWOmPvjfiBqnESaUwWz9GPMI9y+lBFKDfknYd1NCjYcSv7pMuQppXx7IzZ+wDl0NPs/xCmtyx1C2vUUfk61bij90LO6yniscCqKup5hisSdKniwimQFg5hZXB0av5gfkKLxuK25/ToIGs+/tnVR4rfL48Q4m8KIb4TQrwWQvz9P+W+EEL8g5/f/0MhxI9+4d57IcRPhBA/FkL87sedfDAYDAaDwWDwqfjgAyj2OxvmMlr5wM42WEoSx/yeyi5YSSM0+553hxmXjkHnX+Ef3xF4GvKjipnXZNmR6ugi3AZ+qqPOJA5zj0qKcNWe8rsG/fSAwpStFSFMgYqHUnQ0yYxUXSC9/4ZUdbiSRxSXBXkXkQmXtoI+FDiPP2TMd2QnMjzphF2BEBobY4HfwmTlE01k3Js9ez1FzTf4fY/S6vQi4XWbc4VMo3TcTHzc9wHrrsY4TSEe4XhHtvUWJfohRdyxubI5DQ+Eo55AWmFrM0xZo3xbYZUnBDTIlsPrOONZpRMrDnZo4o5trnc137syWqbgZFP+UCuYuDE3T7/LAomd/xwxipk81aw/OyLrDU6iY21h3UmclRVCacDsoNbJxQu8POSP9ntcTcaSIVw7zOqcQqq5nDYkwQjFaznKPX1sIRUtl2rNT7QSydmhBBNsoyfp5myXGY0e0b0qPlb+fimEEDLwD4G/AdwDvyOE+O2+77/5hWV/C3j589dfA/7Rz3/+a//Dvu93H2nkwWAwGAwGg8En6INlynFn9FFNGxfsSTg9MekNgzK3+bz7liK5wMIm9hpG6Q7b6JEeDDZmDrJGf9eh5TkHz0N3NTCPXAU1mzpBn7SMZwqmqhNvNfpWMBIJzZnELhxhmCm2/zPczKHLQx5nOuIw4/Nqy9MkwFFV8kudPnxFt3WQayhtE6eMafsJthZjlxaibXj2bc7Nac1Je0JSKEhNjr9TeD9S8Hudslpx6BvmUcrjMscIXUaBRJ3XFAeLLNIZezXh5EjfzLirZBZhRFprZHqD5fSkX3Y4NxWOXFNPChR9ShSWOPkp25MH7MeC6MpClysOzRS3XTFue3Y7l6N7iWOYIJvMdJ+bvkev51S/HxJfH3nxRUacquSJhZa3tNItW2WJsEq6t8/wnmn46gb9WLA4i4mLBeZmRCV02v2RRDJYlBCKMfP+wI1a48g9RrkksmuiMEL1arJwhlfeUqsvPlb+fll+E3jd9/1bACHEPwF+C/jFMvVbwD/u+74H/oUQwhdCnPZ9v/r44w4Gg8FgMBgMPkUf/tLeeE3YP1LWIbPxjKr3EfuOpg3Z9h7S1GSvBRR9CvWO35McHnUV37mAkYLi1Vi2xLmckFgBvSzxLt9TmTpdN8KMEt7nKkqso/Yq7anA7DSukfBPfKT4lJtKJqRjWn1GFxzIJzIiMKG6xI1nRHbB7ekjdTsFqWSrOoQLk0IysGZ7pidbOK+RK4ksWZO2OtlCY2royLaPsdyQNj5+ssOYuujjKafuAb9zmXoeTfQZtlQyDnKuVxXHWU5zaaHqDVZxSi90kuic1PHZLNbE54IqjxGmheovET/c4sUNjXXCXd/TehF6fEMzkdDmBrsXIadTnSSLWZR72jhEHlmc7QLamYYzHcP7E+RjiF0dYTQl089Zjnt8eYpiWrjOnjjv2TqnVNGM0xAMQ6Kxzmh9h5EcEs57DlZB5B+4etZhlD111LCoR3RCRawuuSqmLKQx0iT+SPH7pTkH7n7h/f3Pr/2brumB/4cQ4veEEH/7v+lDhBB/Wwjxu0KI391ut/8Wxh4MBoPBYDAYfEo+WKbaZzauM0ITEzZNyB/toVJUhPoMY77E8h/xzQnmaMVCGXPSyWSuThfdEpkZpWVgVw8kmcqsHqHsLZSlTtxPUOnp1Aq9UsguS9TpG9Si4BBZrK2I4kmhjwuWbo4Sq7j5BkdvKWdXnCRLxEmOrv0Mt/KR+oYk3tGNc6a1xLIUWF3N6uklN4rNe0ehHC+Qr1tmpOyqLbd5ia70BMUldjICMyE6/Ffo7w6UVUqStZRdSNI/4pe/wvHZlqJwqLcN0yTDLDp6VUKLHKT6O0bfwsw7ZVbICNekkW+p6p+SP3TQ+kwXK/p5yCyp6TwTcx3yfrvjpCxIpgqzsmNXBbSaCeOat+mB/SjC3z1Qbzqcuys6t2dcfYOaCKokRt1HqH2FWCvUaYlySHmQE1Z6SW3FtPtvMKQcqW4xZA97usZorrjf+SRCp7zSeaDCmTwy/voBfdSx7R1EP/lY+ftlEX/Ktf6/xZp/r+/7H/HHRwH/rhDiv/+nfUjf9/9p3/e/0ff9b8zn8z//tIPBYDAYDAaDT9IHy9TZ0yVUDYfGIVcUmnlFK8tU6Zp92vEmf4mmNcjqJZu8Jqgtztcp5SQgFi3xccTG+GtEtkGb7tnuXqOqHp7dM50IDvYZRzdHFBF6MCNc+4zVBv9+QRzfkesqpZEwc2Jqb4PuC/T7RxLxRBO5vNLm5GnFdPMcdaziBQqZrlMke6RMpzf3KLuOpu0ws4z0qKGfJWiGQl7G6EmPGucUlyqq0ND0C7zRHNsX6CcubTfDNiuMeYBa2NRSy2m4xSxrgsJH6dcofYKqwtiO6B87uniLlC2ZZyZh5LGXW3ZnT+y2U6yblkrvmLkxshri6C7JrMXMN2TqlEBx2OhH5GiPeqrzg2zE/VThcdmwUlv6J4/jTqVonyOXU6QLg/1iy1gccMcnzNpTnr0a4T3YZFsdc/mckS1QtFOU4JzFK5+DiCjKE5qxQbwNWagBwjzDfaVS321pa4tq0Xys/P2y3AOXv/D+Anj8N13T9/2//rkB/q/88bHBwWAwGAwGg8Hg/8eHj/mZR7rORFqOGHUy/f5b1nbOF2aGV3pM45A76YH5rcR+YqAXKeeTHZRLZNPFMEsmm5Bxv6WzKkZfXTMvAp4dUjYPJpllcrnJKK9W9E5PrVso4oj7osJ/rvLiZMTp3TPC6znR3TlLKafrUkzFp1wdOREVsjNmPw3JZJXtXubL8g2V0uOPGlrHIO9MYtlB2AGLOiRteozawL0o2MwzZkuF4jFhW5gUjyplFWMkJt3qkcbzkPsLHuOKG+mOxjjgVM+owoZs5NDM52SLHDuz2Cxc9vOItXWCNCrpo4y/6hk0SQeZh1DfYdY536sGYSshWc+YOWPscMFJ4VG9rPH7AjOtKfNfZ1Sek4drbDfji0nMj5QSfQTlC5VR/44maSmOOd2Tx7EbUd4cOIiY1AzYT2Ok84Te2FF1DlVlYRo/oV+kmHXEqXLD5KcP6Bl4iYFal2y/lLHmFs/WB758+OSP+f0O8FII8VwIoQH/IfDbf2LNbwP/0c+f6vfXgbDv+5UQwhZCuABCCBv4HwN/9DGHHwwGg8FgMBh8Gj5Ypt4376jqmsbbICkhV+VvMi1U1Nhj6a4xxJy80zmMD0y0hmv7hIM5ojk5Yh40sjLn9ouY0Jxh8CVir+F2JffVipwDJ01JKzmM2xlFesS+UCix6J01cfrET159Q2vtsTcdYrHjjeYhVQZC1JTHI7ebEeF3NWUl0LYa7mXOQ6/iaiUH6ZQfbEOmnc9yqtC8aMh8j75bYObQeh0noUovKtpOpZ6b1LMNryyJja4gTR08bYWjHHA0A097TjvzaY0jjjdnPo75ne2aTVaQdSqzrmTumOhmi1SaVJLJvg3Q/ZJxq1E8XaLaOpedzFHWKPQd0fE7nr3X2O8tmluPaSlxIinMmoZitKadTmhvrkmLX2e9HJOrMumq4F2xxRmHpEmPqFK0acZibDBRYipDJQkq1KZjV8scshPG0o4+b9HlHls5Z5PmNGOV2BS8W+yZV2c4ZU3o3CAtPX5ifdrfM9X3fQP8PeC/AL4F/vO+738qhPg7Qoi/8/Nl/wx4C7wG/jPgP/759SXw/xZC/AHwL4F/2vf9//2j/gMGg8FgMBgMBp+EDz7N78XBJLNAjgKsWQjrkg0V8ajAcDrEcctFJAjHR8pSRdXf4So6TjajMT36qqHfCJwzHWUakpUm35+fIdrvSXJ49iRRnmVkO5tTJMpNQvCioX6cIOkOi0XPcdGxeTXGWt7y5TfXJOcSxUWPd1LyPA54M4/pJY/MDegTC+XkQEIJ7hPvHQ+DADXskEuPbbzg86biptAR7SkaoMh7GlnDtVM0FL6+O9BeNLS4pG9tHCdn+lUNfyhT+wZ50ZJ0AZ7I+e8KjV1V4DkKIixI9zMM95bMNtC1CVlqsGh1sksZy9wQr0vMvMfsTDT3lK4pCLqc3G2xowe66ZiHUYKVPJBVCYqckbs+yfqWqhMYU6D3Wdgj6kmK5BecrTWkVsK4KskfWhaTC3Y8crjvkEnI0x3BZyp6aSCFc45XW+zMpyxlZuuchXTOQxfQS9eMkv8PD+WPOOv1j5O+X6K+7/8Zf1yYfvHaf/ILf+6Bv/un/N5b4Nd/6QMOBoPBYDAYDD55H9yZWjtLxDinnAiO+yXRosCrfUa6QpupJFVKq9tMapWLNdhhQd2csU1mmO2Uy6pB+BVRWnI4lFRdydVP9oxUwVyZE58f2ecL0uwOpVDI16eIrOFRrvFHE3RFRigJ9stH9MQk8h8ojA1W+UAry5hOiIuMpflMih1Ss2HyE53TlYG3CVEf9kzzmq1Zcl5Z9MTcSzITL0TMapLtllXtUn+RQaOhlEtkS+b44KJkUwozgnRP/HBEGqXI1Tv0TEUZa6TZgVx20ebn9JrDq2VBlRvkwkZrFWx5hVzE+PET8euWdgujmYNcSXSaRRvk0NdsUKnlEHMJehVyYlxT659z2i3JrUsOaUpjFzRGwf2hYqYJVDmkCjvK9pTYKGkDk1dhznEk0RgBoefjxD4vLI9TJ0ALA8adz6EJKR/PWFcK7E9wPIco7nDsCen5PYfmnJHxLbXpfKz8DQaDwWAwGAwGn6wPlqmilyiefYZlyEhWB5ZM5gfctU8c2px0O2LRxMiKSTve004MDB6YdivU8EA9eU78pNFxQ5g6+F9t2LgepXFBpbro5QUiaundGavwmuM0xTr4nGc90rogMXKsb08Yr+ZwHHM0TZROxth47KM5P40v2UsaerBGmUyYBBf09kv8zKOSdeb+FzxiYiYqRX7AMiWS8wd67YjxJDPzPXSnwE5WTOUSqxJkBRSqg9OteW73SCMPxTKYGGBmGiOrZNzUlPYUad/SPtlUQYa7seknKUKcEpLz/sdj7LRmN5uiSimle6QSE1x/BlbDky3YCZj4t5ilxqRxCWcOxfd7hHdL78Y4TcXlpsRTSqxlRPC9TpCoFJGEuzdRv1lTywptH+Hezui2AqHEuOLI9HzLU2RQqRpRZvF0UaHbNea2xE4iJmaMOVbYqRWTcsPF9y6jhcAwZ2jWzz5W/gaDwWAwGAwGg0/WB4/5LbSO5rXEOrxkmhc8WfdMVwr5RCbIDWbznG8eFC6eN+jmmGiqk6QOdlFQdRFtkDG+VsmtH+L7YO4KClmmayt0qSDJatQ+ZVQIqi5HrxY0cYCY7AidCr/wCH7tgPn6GjVbQVZSaDnHxSUv1EeiQsE1G8JFQZNcsr88oEiC88rE2Y8IR4KytJB1waOW0OwirHxKYHr0RcVMhChljbZ5Sf5cJiVipE2QlkeEDHlUE1QSltCRvp1w/OwJ69iwP0hcuB7qxRG18RCFRO46yJrALg9IdxPK8zOSFxvaNMN1fHYPMV3jsbcP+K8tvJFMLvaMjv8+Cj/hIBfk9RmSdcu1r3P3aJCHrzmbGJR9gdypvPhrR2gLZnbPU2Az8026PkYuHayF4Kyy2K51OqXh8Dwj7HsU1UC1fJ6kHZ+NerbNnmkL0WhPfiwprxZEoUrbb5B3CjvngCNbHyd9g8FgMBgMBoPBJ+yDZaosa7zyezx5hNu4nDoLHs93LLVLZCOmtk/xxxW3osTu95ysV7STEbkuU+gWm8bk8+0d+gLKCMRiiizvuFwbvCsN+lGI59fE4wBVWDjGH6FMfPq2oYrWpJMlTXKJfiqxbzr81kaXJ6hiR3yUQReU9oRJ0NMeU7QrBacqyG0oU8GyfmBTZ3ypuhSZzXaaIhuCVaEw9VXSTUQxvWQ62yJqEzMy2Gk5emTxJlQYlxvqscX+WNOoHecPJpmkcDGrKTSF0rikfUzYST3LtYExyuCdg2x0mG6NVeT40ZhNf+RUswnagC7KWFhH2nrE7lqmXr8hMcfMkoTqdM0kVHl8ahCKhjw553i00dgSbFMWqsaTrNIe1D/+wuHDgfwqJc4MsgUkf3CgeFkz3bmowQglu6epXfwXS5bVlmPasvTndE8KW81ErXaI/Y5eCjHcEWEwRsoLMoZjfoPBYDAYDAaDwZ/lg8f8Dm7P1vsaIXncTjW+00qE3lNqKV9cZHg5tKRMGpNOqDzqY/bhiLI+RaBx3mbETkYV9jzFMfG2x81kdq6HUL6h02U6c85ETHBmDmWn8qDmrJuM83bJSaEyzUuSqubqckrlKYwyk9wyEWcJjV3gPhwwCx8ueuRlRVUKpPsKr3qi0C2uApntvcLa6vB6n1Rbs9xLyGHLQ98ib3bcdTXl4xFrWTARHn6voFkR9RcnTHMD2RVc/6pA0qYUss67dox2Y1OvAox5z2gmkUste8Xn3bQh0it+2kR0gcExs5AUl9KZ4okao64ppj8kySLOViqpbWKPS0rpHnVfcPswYxec4NUtmm2gOR3SfobtO+SKTd86FGKJ1BscK43g7TOSxMA5+hSnCtN7g8x1kNZgmTX9/MC7NiBJLazkS9J1Sf2lwqRtMUTNCwXkfEmxtZAXAt3XKWPvI8VvMBgMBoPBYDD4dH2wTOVughqnCPvAaHZAdzd0qk9iRGweawL3p2TTguj+gP9aoDxMqTcHlOkDTbnCmtaU3RdsshbDusD2UkI9JKaims+5eg7GriLPItLmnpFmcXbTIK7GNMGcyKtI/Ya+SukfU0TzQOZtkKOa5FGldgWJ5GB64K8m6D+ZsDzqRI5M152TW0e2lwHxaMVYbYkbDXsLo6tb5GPBVe4Q9DVMSiL3hPRYU0sjaGsuzB5e23QS6A8N9iEmGZXYbDldB1TtW9JeEJc6x0NONT7BVR6pZg3Xi5BfyWIqGyRfZ9IbFLFAfSFT+zX27papqhP0IU0ZI29SNtqIyj3hZPTEy6xlQ4b9/glt2TA6fWKiVkiN4LQBW08opR5xonIy2zEWCnXZMJKXaLpGOas5oJDnoB1+jenOh7ghHO8Q3pbNeotRCmb1mAdRUp4qJM8kzKignu7wmuPHSd9gMBgMBoPBYPAJ+2CZuqo6bHmLeR0SdR1RP0LhW9RYRk4dznOHC1ImF/c4owTXlHlx8ozwSWK/NYnkBLM8cv28wB1vua+fc9n9gK4/oGk7/uhQshndEiYLKrFEDTQkzcXay+jTb7DfbVDe2aiSSZkm7LxTwrmEEk7wj8+xvjnhrl4QHY/E8orGX7E1Zcx9gWLVBGGNVVpI3QXR4RSx3bEqZYqbH9JqMmlh4CzOaMJT6nqHZhmk5SPVNCB+LLD8HfLWQVxesFnPceU1sRcyOq8on88YzzJc8cCyq6n7O76VbU5sndeVwd5WKdsHnpoDWVgzmTzSpiXuo0280QmuHTorQ1nExJ5Ktfa4K0qOrsU3WYtTjTH6jOPbmFeGQ3yv0oZT3qkRYifh5QEmLZY4xcjfU6QgspzQ95DuXiHONiwLl/h5yoMcoJ1oSI1CG404+cPP8BIJTd8zzT3qXUJ9q9LdCS7XIdqz8mPlbzAYDAaDwWAw+GR9sEypeY9qHWl/vMQ9Spw7BX1yjjS9prAM7kODfNORm2dE7gJNO/LYB8w2Gqc/WJK9nhLpFcU2oGx0CkLuii3WQWH0qHB6jPncg1YXZGnCWi6Iz1ukfclezKmaK06sirZZ0YuOZbVFuu3g/JGRaKnVnkvvkZ0eEkwhzm16P0K/DIg0BUsUnGin3N132NYRazxmLkvkTkBo2jRFi510zDITqTzlRurASTmEGyZnCqkT0iw87JsM04EEl6k3o33oUO4VbiuXnW3hmD3z/J7nR5M8riDN8PIY0z4DJWD0PEVZW4jblsjr2J3EdEmGxxUn6+c0Ox9bjvlL7ZgqzVlc1JijLcfJkrGWcp423LkG3ZdPSIqKZq/YewaZCnfRPdXnn2P0LYWcsat05BMZdXXJ77xsUJsCuZpyTDt6qSKpVeqTPdtlyrE7p9m3JP4E23OxzgS/U9sku9XHyt9gMBgMBoPBYPDJ+mCZWiXnNPcy0uLIpCvwVg61o9FEO2R5TKKWTNwEUbg0gU4tadi5Rj5xkOMDC7tlulCZeC9wipZ5YIBVIS5cuomMLMH39wfOnCfsOmdivUULtzSWTmnvyKyEe+OWY6nT5HNcycRybVppRl0fME8aJp3P6X3MReDxQtWwnR7p6OHUKpN6RmkdGf3Ve9IcgnaLN9aopEuM8kDx39mh7UJED6fhE24okNkjVI0/cM5YxCpt9C2iz6nNgmxdUnU6t2PB/vkEXy3I8j1v83M2+zkzkSEigVyruAeH5kbCqlzCvU5ox8Rf5eh+wQ98lZmioPQWmR2wv7bZTj1W6Z62mtJnS8r6OZajs1molF3Gs6DHf6+irHXk8Ybx8YCQDsSTI6v8HktPWYw1lmzIwxnhSYkUtFRvYpRRSh87WNUZumajzRrmWwcvTNHUMV/kYBRbmhZO5s+Qp88+Vv4Gg8FgMBgMBoNP1gfL1NTYsjYkWlPnaNRQRUy6J4SQOfh75ppOmi3pphbKtUKiNURaxOQE0qon9DTy1SUiDzCmTzz3QszApMsCmtZgF16glmfU/RTNc9jLBr1nICwbrTJYemCGOacrnVPnSN+eoIgn9DQk8VtkjiTalsibs/UfeWoyrLWCZEo0SkX6aoVyXDNrdDRcfBqU9yUvV7ecqzFn713S2EJXttRXCp6WUjovOMXHOuzY2Z8xXxqMflAirAjb12k6A7OZo+zf0hU7XuzAMNdMtIZ93WPld7hXKums5/Z5i1VplA8HvFYjO444+gqHzZzasAkigUgrljfv+CxJuGwVpkZN0eTkj2953ycc3zT4ZYjsNETqgQtzSxbbOIeW8b7iemzzsvKwXRk98em8Ga605IudhonK01xGio7Ues3sLGSkJuT6PbV9x04W6DONUk+pjYZ2brDXniHm6cfK32AwGAwGg8Fg8Mn6YJkKbRcxsYgOJdlqxqOYkJaX7FUd5ShzmuakhqC6fcVtHlHc6qitBAePprNYZEc8L+BeKriNPO73Nb3e0woVu6xRvDfw0sQ62shjWDhfMU0n2I8121rl1bEgPb7keGJwmBu06wM7e859rtN2T7i5Rv8cpLHM5dRDl2xCEZIG0FQK1jOVp6OFYmeo9jdEmkLtqOx//chaMjFNk/mJRZs4JJnL7ytfoWYqVaXhHkqsYotDyup9QkTDzNW52GWIvkMyp7jOGTtlgmykmBchQX+k8nSko8MqfoaTfMYx1ak0g9SaYLkOz6QTypHNbfAO2/8x8iTGVWf0p0fenygo3jmO8Z7gKkc7RkyUCZv3vwKShSQJYutXaJVf4/hiQenJ1I8Ot7JBXG5581lAmh0JG51HX0YoBmNuuFLGLE4y/lBAbfc0T3+dUHfpnZqjtGLVjTj5mU/5YHJ+8x39v5x+rPwNBoPBYDAYDAafrA+WKfsY0sk7xIPO0QkJOsHbxIPEwG51jo1GGkKx8DgvAyQpII837JwNTlPwGLS8zR4JpA7VtJiPbJqphpRWRE8P9MqESaOSWS3Bak90v0aEEkZbYdSCaQStK3A7MKUcyUp4/rRm1sh0ownvWwn+nybHsmH3vqJI4dYSuMYYPeoIS50T36UqLLRUhl7GsDSkSFBsNfZWRm+2FM6OOvL4vLuhTXIOXUby+ZGtyPjxWEfvVZpWJnzrcsxlZukcu89wsogmM3CUZ0jHJS94idGcsXYjnk3ukYonvjQeaI2K+lgxa3aItz/jtL5lbMWEp5/ROj9gN4O8uiJ9fKLa/wz5mYvXSSgLk5EWUb3MkLyK2lRR6w2VsaF82LOTNIRcoDo6lSVBnUF+hhTuyHYbDEVFZ0ruvaG/M3n5tkHavWDJz7D6A4sqwEwTbLvku2VNZEgUTo55mnys/A0Gg8FgMBgMBp+sD35pr4TE0p5zd6XTZhGn1im28Aj7J3ZCZYpBYtdo1QhJb6jHOS8mz/H1nne2QxgcOVNGqNaUOox5ChJyTnFHY2S9pPNTto9TbP0BLWj5toEvxyV9N+ZLoyZazujeHShfQHlUUcYxx42GoRfs+5qRMkEab0lGHUlj4TQ6TjLnVm144xQ89yaUVU5+0HG9K8gf+YncM+qXaFYAUcGTWGOsRrz7+oYX9xata+H6M3Y3oIgCX5VRu1N6u0TRj8hGS6+/wWwCYtdnsZjxdJOjLXWWzY5F05EbFcdEhvgVD5Ml08hhvavYhx5lbdB5Ad72h5htQZ3dIMkLFrXKSEvYHCpGp1MKreGiVFF8m0BJuYnmnNvQXH+Lt9GIp79C1CXodo7R7DGTJdbM4qA/0j3TMe9KUt1H0m3qrmR6GvBwjJGnMaNDxEoa09mXeKsdZQaqESN0g0Op44cf7NiDwWAwGAwGg8GAP+uYn1Swe1SZ7lImYoGi3lGNvkM9abCkhlSqsWcOLns2Ss25pVEEO37ydk94u2dycBB7Qdw8YDdTJE1DVO+IO4WD7bMJJSR1R6ecUysXnGkdSnVC1Sk87mz4rqJPCzQEUZ1xVGTkOiGsW+zUoq8ORM8PiE7G3yjYrGijArUM+R+UMpNkTa/2TA8NQfeKaS0xPo4Qx5ZyUYJmoEQKsf6eRZgxUkJS5cAoK5jXBSO5Qoo1TLXAfJWTPM8InVMC6wVYMtXOIPc3nH2moB8rxGbLfpbT3k6pZB/XmDEyM9KmYTvt6IRMWzR4Z2e0tUv7OMKxPaoy4F4/UMsOtmeTVPeYjcLRXFKkHkXaMrO2EAXUr20SSaLsEi7FHrfIKDyQJAceV5hWi34IsZMZy8yAxEQoM3ZNx0iXuXqwUBWfUdXQNwGcGIgsZV4LPHFEMzTasfWx8jcYDAaDwWAwGHyyPlimItMlkzMuW+ibkDTWKQKfJJY4V3RGn8eM0xxDt3iuzshSi6we4+/nXMxPEVcht1LPYT+jKp9IzDW6K6Osn7iScqZ1RbWpUVcb1OaBeT8i2cgc03c0RJRVBuMxWqpiSSdcxmM29WecWz3txQ5ZypnvNWy5RFF1Yu0FPDNB9OydR7bmCbpk0XozqldnrD0JaV/h6reYoYFc9zA3cH90zVxIfG/e0swrNorEdn7PMclRC51cNHhjMPHwtD0dCSLsUcc+3X3PWjQcJiH7kzEkM9TWRsliJujsMw1h50wyjWOtIH85oe9TbCXHykM4ChTRoFGiNwozfYajP0e+NZkkKx7HGZd9TiQuuM9OKc0xqXzObF6iazNcG8ZFyaZe8djqyOsTzHzJq6sKST8gyiN6+B7hSKhJg/b1njcjk7Z18KWUpi6YLBzGik9ZXWJLFjuz+Fj5+6URQvxNIcR3QojXQoi//6fcF0KIf/Dz+38ohPjRn7gvCyF+Xwjxf/t4Uw8Gg8FgMBgMPiUfPOb38iGjmI5ZndSoveBV2XJmpSyCmH8ufC52Czq5R09iIlvC7QSUPpGVIicqi+clurAIaoE9CkgfK45jnWeVy77tUeQp9Rd31MGUwr7FUgXKHDx3ib2qSOYlycjnKo8I7IQsi+h8gztHp0pH6I3EUVuiNzUP3o6undDHPVapoHYGp6FNdH6PckxAkpHfjbGuMmrLR15BT45+dUsZX2J6J9i5QL9dklUgC4EpazwJwfihhAsFrW7x1QS5VAkmDnMnQtsKbtYqquYgWT3tPEU3avqnKVHSIMkmtdpi+jmuInCMlr28xPZ6OlFw0F1mVUMlfO6rnlGWsRAV8QLKuGG0/hnN6RhHHLEvZWpjybOnCDuw2V3d0gULsnaGuniD9GMVcVFT2A5Xm5TbMUiehtS7+GFFVI1omt/DGinUhymSXaDbI7JdzV7NqWWLdFMR15/2l/YKIWTgHwJ/A7gHfkcI8dt933/zC8v+FvDy56+/Bvyjn//81/5XwLeA91GGHgwGg8FgMBh8cj64M3WY5mxsBdyKplN5lmfMq4iRqvAbWsWiiNHrlqyzcEKX42mO8msS8WJEk8fcfWsgrUzEwWa3PuOHYsE0V/i+KlCaA6Z0wDiatCJjLGtw8JhJLXkk8/7yDCt7gfuqJhaCVO9JpBGReo8aL7iURyxLBaPTeVZEkI3okpQubZDzji6FKL+jft8gbIWDphK9cPH5ElWWkaUNqmejrucoQUr83SOX+ZhRFHKUFFxZhudzhJei2DocDeSg5dudxaN1oNvpHHcOrxfvibwVnmTQdzXV24wi0tDkAtW9Z9QUqEbNZ2GPRM3aUNH7mE6+Rbva04/f4p4dMKMbPo9DyiZBlzP6ykXIFTZLgr2BHJbIccRn258h71/RdwHaxmEjeaT9E31mkV9dkUxUYndBpbqM7QmnkU5rChAustey3n3GdttQOwWH/IR53uCGEbI4kmg1Z5/rfPal/rHy98vym8Drvu/f9n1fAf8E+K0/sea3gH/c/7F/AfhCiFMAIcQF8D8B/s8fc+jBYDAYDAaDwaflg2Wqb5cQZKgh1MeOvXNCN+p5Z78glwSZLEiNjEbyKNwN7aNBG6/Qywd0I6PnGc3ewmi2dAqsuhYlF1xYFVYmU/f3lEZLLbUo/Yw4iHknHcA2mSclqptzpQvSJ4FzN0KuNU4UBdKCZt9RFAcqecXbiY0kHOzS4HRm0p4saHRo5w7e2CSZOJxfP2exTpE3N3BrkXlXlKGO6owoZwbmzKMzC8J5xdemxNbuKMtvGR8h9FrqdkXuRjzvDETq07kRnfoOT5mg3s+ptxlyLDOxa8ZVjHyeoY90pLKjXI95+2yJNlJRa49VsGHTK7w9LHgoF/T7r5B8QXwW87zJeYhj6m7PTnHouh5EQdJEWFXD+/3n9OaYw9ikM6eoBOQzA6X1ICuRHyc0TzFPVCjBIzd9Tvj+iSB94Ng/YTk77qUZTyHoVstuI9gbe7L6jLndIzYlk7r+SPH7pTkH7n7h/f3Pr/2brvk/AP9boPslzTcYDAaDwWAw+HfAB8vU3I05fzCo1gbzUcPUDJHKFicLsb5XmE0qTjYF81IllWycZUQelbiyoNqcYsdr1M9CinmH/X1IYcyJYpeV05NMdax6gZa3qHpIa+4YnSm8XBlcr1Z0ckbTRxznG6pMYyKvmTR7PFvFVgRqOkVyF0zGDr7Zsj9bofg9vYgYOTD51TNKXUZcwHScMCtr+o3JarxD0kI+8wxwCrpNxsmra6TE4E3a00kKr087RrMCcyMwOh3TsjEXC6JGJbGnqJLCc8lh9jAmqy545spYfs6je+DdTUM4KnG6llfGjNfHKZKaIjUxaXSK+/0tZ7mFtTW5fr1hueo5mDUP7ZhiI9GOLMJSQU1D5qpNfZ6hBOfMqwIpuOZYbthoKcdiT6VvcKtbPn+toucG7uUGNb9lHoZIlkp3EfKX3BrN1AicMUafUY3WTC2Fa3/GhRKgXtosJyeYhkRxDAj6A/n20z7mB4g/5Vr/b7JGCPE/BTZ93//en/khQvxtIcTvCiF+d7vd/nnmHAwGg8FgMBh8wj5YpvaFz+65SpFkbJSKWZJQqyVn3i39i4rX2Rmr8Smp/C22OCBtPKRDg3GtcxzVOD+AvaPidmOSc4cvZJuFpvOXwl+jq45I7z1GkwKl6pk8yaibS1ZWSfPFjCbQadoIbdYyHo2oFiPW1wrJ+wW53BC8DEncCM09QzrscB5tjOgGZ28RBAfa/6piMsrQNgLl+4Tk/Zro5JFZlrM/HNkmT0CH7TrkLx5RPk8ZuzYjs+fk6cD14QLRSqyf+TT7jEhPGLUjHOcGYcYkfUWnr8nzgGMhs+gl/ko+YzZ9yXg0YWVGjIMlJ5cHUt2g3YFnbVH/Us77kwX9tKEbj1i+6Fk2EedaguU1NPmYiWZi1S+pKgelO8HqetLyS+LFa86f3aE4HfXYZ/ykoPgjismMu/wVyY2g0k65PIFTo6A+/pBMaZhrNiN/jBbouI+/wjgZkeljem1CF9ZE7y3SPmasZjwPjpTGJ3/M7x64/IX3F8Djv+Gafw/4nwkh3vPHxwP/AyHE/+VP+5C+7//Tvu9/o+/735jP5/+2Zh8MBoPBYDAYfCI+WKa8fs+JXqDNI37QFJSVRf5gsyor0ssKW0mZ1e8YORqS/BzJucC1XaR/+Y5lksFe4CcJ1V1C67b8QRtTr6Dd/RGVc8nq+oH0OwunOuW9GVGkLdfzhlGsYl+0nNsO7nuPpHnimGrU30zo1ZAr+xH7boSXW6z++XvC4tfRFRfJfc76NMLzHKpfr5kER2ZawlUxQf1hxtj1qVqN+npOorgoS5mdCekqQX6Cl12JHiS8OHoUmz2NOMU7viOUJUSXYsqCrGipDyUPvcr7YsrXkceUkHelxr+a6vRJRPJHR5TvZliTn0B7wJLeopiP9M2BvIHPspyRqqA978l+dkMY3XIXF7S6yS7aoagFx8l7jqqM0TucjHUMLUb2VZLqEv2dxjQ70Kcam0Agkrd45iXm2AI5ZJuXlG2G8phDLNBMHatJ6MYvaVyFcZjTPP6Y+0RDocA6sfAyjVR9xsb0MQv5Y+Xvl+V3gJdCiOdCCA34D4Hf/hNrfhv4j37+VL+/DoR936/6vv/f9X1/0ff99c9/7//V9/3/4qNOPxgMBoPBYDD4JHz4ARTHDCnq6M0JxY2FWOr0mqDaXVHcj9jFEs6sxVVPaKMdir2h1Sxq9YzGjBjNA3bdga2x5XhfMdu9J40C6jE8i3WujSOLcYocZbiJx/7kFTtHQZIqRvch66Tlzulo6LkV7zlrGsRB421tItVrYm/CyX/PwNxvcEOfJp8iI9FGEiQ2N/aI2+mYO3eMdydDpLAvJNSoZlSkqH2GERhkj1c8aTJhULMNIn7ix2RXJTPPg3zMRtZo/vCSurHIjnOW+QhDz9m+zMg8mXah0cqf4z7uiG0L0beMjS3urWDTOsibKbJsUjULetvAPDyipSb70CZyDALXYrS3yKMj+ZlAUxSOco1yeM8hy4nr9xzaniiNqAuVQleRq5atUiNuCm6nI7xpg2fuMeSWkJJkK2HYAWlkIiSVTdWgywGTqEa5OOKWArYBjqXSFne8Y0f19C85jSM8Z/Wx8vdL0fd9A/w94L/gj5/I95/3ff9TIcTfEUL8nZ8v+2fAW+A18J8B//FfyLCDwWAwGAwGg0/WBx+NXrRT7juPKM0ILEGjqGSUfIlJFt5yZZrsnn4NRwdDslAOKr1/RFpWTLZjHvcNRm1y5ZlkSU9WwfilyWnyRGS7RNcL+GZOF4REqomu2hR3MgdeodU9e8XFNxKcSca5ekk4kWn9li8fBa+WCzxtw+YRjiMdU/0OpwwpmjG2fCAKdtTqnKIO0CuFw7Sm6yIKR8KXLgn1e042JVH6iv7sR2i9wT7zOLdmvK1L0sMZtfyHdCcKl+mM/csK+aKh+g46d0tdOXwpdxhLiyo/YtqPRN0F4z4h/2qBiEakz44oR9CLnnr0BSmP+NsO3b9gKzcY4ZGjljLJFhTKFRPz9zkyoi0f+dLzySYSh0BG6idMzzpkZKq6pDmx6fQ9i/aRV27Loj0DRaXKL7kdHbi4lyksi5vTlvMA3loRVuCxlBvSNIRsxMN5x5fJmG38nuZEZXTnk8UG2+kVxvHwkeL3y9P3/T/jjwvTL177T37hzz3wd/+Mv+O/BP7LX8J4g8FgMBgMBoN/B3xwZ0qVJJqJxxiLyaTErrbMJ0ey0Yp+4rCSMhyzgkpgey2qVVJEJUlp8+5zHblf4ucQOD2NGaGPRiijjFabERQ941sVrbjn4VKi1UOssztE5xCrv8Jj+yVfjWc471360CatD1jJjibf871QUJo76lBBmheMxiN0ySMsvkJrJxxLhd610TcHurTG886pVzNUecTF2qURe6zA56dNQ9Ff0Fg71MYg/dGGraNS5wbR+hFTt+hziVhInFgqkyfBdN4wHi2YNxGXtYJ8LEg3NVl2xNhG9K2HiB+JVnuOdzbK8YhyqmNmNdLbOdvUZA/I1phefsaFoeMUEzztnvXIQSkr9qVJki84Jj651aL0I7qNSSNK6osWL5hRxVeEYsGJpOMaLV7dsBY+RuEgT2JctUB5TDnTa15Ugmlsc1OsOQY6o+wF/UZhd5KR1grtNznzzEdelDRfdIj6Tz6rYTAYDAaDwWAwGPxJHyxTy2RJmz4xkUNsx8P3FLriN5EUm7ViIzOnsPbU54+kTxm3h5a0+SFIU6pIRj91YDaiOk5JJy0oEnmsczMFJXFZCZvg11WaZwVzL0UNevLJE57Yo/uv0OU18dTF8+ak9gXZ0kFYKcqJTiv3JBRIxwnSTUMWScimRGf0nBY6xdahHy8wg89plYT0VxUazeS7y4KqtomMHafKBdoPttjhCm/T4YcneH6GIVq0ryweLB9VNplPZOadxkGpKOwOJZaQqxfcCIt3QE6N5NUUhkakx1SRQzq6Z7nJGQUjdk8p45XE/PyBRJNpiwO2tqOX76jUKVQ1V4qGZAgsM2Uxn3FsExRC5q7Gmpj9uGV/sNnGNsH0HT17FKFSP57QNB3reI8svkEk7+ltl962sZszvjstuH3sKa4eqd1L0hce8q//mHPFwCxrrPOe4C8bGPOAidyS396jff70keI3GAwGg8FgMBh8uj54zM/jkWUds+OEz/JHfrKSuFJVSlnm6nRNp8kckpZloPAY6kh+iik9ko1U/OaJNrggSAXKQqGtTdrCQ2lMKrlnPzlwVsL2tcPzQoPRAsna0Y1MUmONvh9z9+ZI6UiY0Rv6+DM6XeAnKrntoNVTkvoeI1Q4tVIeso5EyhjXCanV48ktRlzzMIrxtJqr9waBJvgs9VCuYraRRatC8ZMxeDKROCJuS1pTQ/dLDLmibV3KekKdSdxZLTUGfRvTlz3ZeI2rTvA2d+zNc7Q6Jh1XeFWL3Mz4rD7lbZcidnvcrxxeG2smm684FT8m8VWqUKYYO1hpw/04464vWN5qBKbNpk1RxhFur9AHAZodUxlf0zeCxc5g9HxMYshMfv/A7YufIJI5Vaainc+pDYkqdglNn+k+ZBTJtJcqcbgnzzUWqcwhOWE2jyibDMkykIIpcZbTjZ6zrFLy5PnHyt9gMBgMBoPBYPDJ+uDOVHaVkp86mLJCVr1AywzQvsMxKpI6p40kMiZspBh7HqLO50wPjxh5gR5CFsrUpzlynqIeXR6yFYd6SxxllLHNUXKI+4g97ym8LVnh04YtWmdhdALyZ5iFxltLRRUpyaLEMn32JzFN80QTdaDXxErAyq2Z+k9oh4zwskFVapTplsm0wh7X7PKERlkhOwL9oefSkWm8EqVuaYuElehYz1NMUeOIEXntoz5ouFHA+ygguTM4KQp+Y6MS9DLHtUS0b7hSFyy6R2onx+0EWrtGWE+UaooiK8xOl5xGHb5bcfP5v8J1XHRh0Xklz3Z7tMRgRoAh1YSnNWaZgZ6RdAaRm2AJwduJgYqE3ILmb9g/7rl5f2T7LMaxvyTZfE0myejvXaahhzqpOBUrNqMJlb7kTVnTdTLmeM7+syPBfE6Vq6TpGKdWkJuSZlRR9xXHxiLcBB8rf4PBYDAYDAaDwSfrgztTYTtitpXpi4BsETJRxrR9gdjUaOYYqfaxG5VxC51vkqSPtGcF3lijcs8JsjHGK4G8SNENnaWtMYo6HuwGoz4yrWVOjg7b0RKz39GPMhRagk3JSbRA/XINb2UeXYsTo2EaG4hUpdkWjD4fUby759vE5GU4ZTJJiDMFzSy53MgcQoEYL4hKm/O+xu1zYhFSVnds5ZaunqHet2hKT6WpfFXaPO0r0u6AP5PZaXs0dYHeq3zdtYz6AuNYcrMvsZcB5+2M5kSiOapk4isO1Zqvsz21PKNzPepI4nykkCUSzThDOlh8Edgwbump0dMOpbN4HIGznmL64CkFnd+jWFPy/T3J2kUe33K90qmlN3QTwT44pVVbvjCecDR4eGsyvjiSNyAHj8SHKVJbc2a+x9EK1pLBSWEyOVfYVltOKpnQ2dDvAsZ2w8+OBqPqyPVB5fFlQVleYJtDmRoMBoPBYDAYDP4sH9yZqvMtr8UTd4pMOspR7RuKZEd+HdPLMa29o/Z2xNIUpTvnV+cuSm8h3xUkqYIWfsd6WrBe5ZTZhsneoJjMGGce46qnOI/YjnT8LGGcjdGkDjXeMOsrOn3POj6gzHLUkUrSXjIRgienRs5bglXBQb/i7IcK4WlHvRNoqoFRmkSdhPdS4Wdihbn/nlelRfuspn5UUZ0RmnlJmAnsNMbwbyizjDDb0jQd5B7p/Q7r0UR1n9ijoZgt91crSsulvHYxJ1NiReCvS97utlRSzovolKD5TY7KKX0i0MIRj2KLJIUokiCR90RFg7rbEHkxSlWyX8ictzoX5+BJIeuDTF5OSfY7rHzM7OoCxdaIZhridEzbeZz4NTP5QBTGpI3Grxga5A12YXK4dDh+DZXR0t79Zc7sBoqYvmqoVlcsA53vDY+6/oZj0fBme8Gp0DDqEQd/zaFUKZBoYvtj5W8wGAwGg8FgMPhkfbBMGa6HKUyq7MCX31RktYLstcxqGVM+J1NbloSo8waVFQ+SQ3Hv8FhIeMGO+VLiK/uJ6EVLaozpRh67Xqc3drSWR723UT2Tu7FEkDek255j2qEUGuVEY1yeEawKziOFWV2SPknUdkEpHDb9HL+Z0W0z6j6nuRxRaQqhocPO4jFocbtn5PoYKThg7nSWJ2Pa1sRtU3pjzqpbEDYvOcsldjMXb26jn1csrATDPDBRl1h6QNblmJHFk9MxrTRqNOrmQNT74Ava1qP8zKL379G0FUxabvyWPrzg1IHdNKVZWLxe9mTRkgUmFBqtAnLcI6UOTlwyaxUSP8CvNdyyJa+POJhMbYV5/ET3L1+TGhmSImN4XxK2Mm8vtxRWilMYuG8StH2J4/aoJ/co+zEj9UeYsSCLtsRByMuyw69fcGGOuTi9ZZ7nFJ1EefIVqi2o2JHif5z0DQaDwWAwGAwGn7APlik3t2jRyWqXf147BFcK+vgrHiWDXbzHeFCw0yVyZHKX9hSJRWIl2O0Tx1MZpzDIFJuLlUNd5vDe5au+YmYoBPEDSa4j5B2jICDNC6q+p9UnWAkU+y2ZVZBOlmiaxtm4pDl3sJ5szpwIR/mWZnLHdeOhXkeoekZeqsiGzu6LEuu4Z7aOmXQWP7SmiFwmyiKQeupcYL1bczZXkU8E1+M5C/mc4sknrQ1enVyQTkoeJfA7BWs641QHeeORbxyMuGDc2+zlFEqTvgjRXt8g3UdIP82ZNjoTWcI3noh6DeWxxNlb/I9kh/urGUpaoTrgrFo6JaaXVb5XVZBURLrFa2IiuUB7W6CFzxE/swjHPfbnNnZa8u0i4KjJ2Gcm6rsYIVmI+R2SVjNbT1H2DYkjqB2NytpSXux5L1lsWpmo7BAPPZVi02Y9B2lK88wgqRXko0PZHbDE9x8rf4PBYDAYDAaDwSfrg2Xq1tyAO8P5ocnotKV8byCvd3SPPZO3DvLUIzM2yHXGtBvjrDa0fodhfI51lBDRka7bI5Iz7HBO+jJlFR7ZjRT6Kx/HE7ixRetI8B6MTcu0h05M8F2ZS8lhuRhRC5l1JAjTjOtJj3GnYr/zsbI1aRCwyObIcYnjSzSlwLd71NmUYFISGRE/NbeM+ica54DvFCiOiuGOcco19UbmlbViIwpm+o4zJJR7GQ0TyUs5ziW6o8bDuwV18shuJHNQLQptjH2AUk+Q3YiH/nuerhOUK483uy1dFiDuDRJLoErPUYst3ylHTqMbyldQGIK73sSIfbRyhO2D2t0z5YyjqtBIAcIyeduFPOo1u0bG9k4x+jXL70zc6JbwKSEZQShScmWCrhnMvobElyF20LuKeaQwHnl8NpeQpBnb2qcQLe/GCSI7YzLNWDQJ0oNgbigsPegV/6OEbzAYDAaDwWAw+JR98AEUZWVx3rcQyOxnJlJgUh9T2rIgntS4ScFBkThOfbQ0xEtn1DYckgIz9enkmLNoyl5/Ry9yRsEJq3HO+X1N7suMdg1rsSWdN8yWErPZNUl54L+2EkzO+LJ/BXcn7BQJmQ2tqXOb+ZhGR6JBxAzd2JEbGnkvId/tiV2VlxuHp+IerT8lntiMtwfuFRukkuBdh71s8S/3FNsAXcoZNxNs/Q39zGK/gZOlwl3oUzVfUKb3WB3Inz3Rdc/RlIo4Bu1SMG0CylRhogvk3ZdIvoaTxxxMk94AfdJxdpiw0/ZYno7ULOiWGcIs8TcpykJQJw98Pz1gbR1a1eZBLTkb9ejenObdkUncMurn3L65J/IPpLGDN/eQCjh1EhppgXij4Rg7xJlFEW2Zdi2laAm0nnisMG1aTlKFotuzkDoy6wL/9S2Pss3uRuCMdRwpYGvGpJlCq30wFoPBYDAYDAaDwYA/Y2fqS1PD2AQk6h67a1DyJ2RO8K+moJ+Tq2CKJWdbhb5ZUToN/VpmaYN12XDQNDIhUzxrCKczEt1H665pcx+nDng/MTCjH1AcC8KXW6J+xZv7DVdofG3lbJ0lWTHDESlKOGO6a5HFPU2v4C/GTDIDxDO6YIY9XSBVS65TiV4KWaxG+HWNSYxipRx0ByHmjC2Nh72OfJSpWhC+S9x3xJnJ29pj+0yQ+Dph8wINwecdSGOVqeywkP6A5+GGK2zKPKJ90FioC5rtCM07MEkLGqfnxX3L5NHg2UYm0N+ykiuK4xXHNuVhl1OKkp2m481DdMVA282RpxmjVGa6NWFrIP9EQ5crtr96wnZxQLlQmUsgjzQq9UgUtNy1Mk4Q8KWsIwuBsTVRxIQkUdEVCQ4FZrtnK8sc+rc0SkXQVyydG2qrJJ2vEFqBG3TE1ZRd5NBpFdb67cfK32AwGAwGg8Fg8Mn64BbEynOYJyvaZIl3hKkp01g5ch9wLhsc5SXtTYiuV7gnp+hZidBk5NSiyubgCJrLI6c3ArPa0s81vs/uKNUxXXjGSJbRXzxhCBelPWesvuH9eEk6K7FbA6UNOBhTzvICRc9ozEv8rmG10Sn2T1zNDHLHxGx1nrZrfrCo2egLVuYO93mMlnVMch0rfeTgntBtdLLrGvV9ijhqjPPPkaUxm9kDVe0iiwy/nKBEBl8d37N1DWoaTkuDhyRGnas0akyUjDCLEU9ugl31qPoaLhTMjUslt7BI0VVIFhGGayIfC4rrGDuEVnawwhLZtrlrUixjxKQ6krY+O91ipNYcnySOZy2ueoZx75AYGdfHFT8TCt6Zw7SWyUc1bS+xsXvatCM0DZoopzhPkGgImKG2FiLV6B6P4KmYU52gMThEEY0/RpEh0R+5dTscwyXvDeyyQBrNPk76BoPBYDAYDAaDT9gHd6YWPw7YWz1Rr3PzokJSNWrxhzS1RJspuAjs5Sn7s88w0oJ8UvPe1mgWaxLvHTs94e07l9AacaMteSr2FNOeUovRbIl93cPtjtMCzHchd4nMD2QJcTApiwOTmcYPp4J6opONzglknZ/OfhVGJqWmUdQ1HGqCbYTXCZLDHDmV8IoxX6gdxr4hiDQy+d9nHtb4IictWi4uPIppizxuKZfvsUOV/aJhfJRo9j3d93se65xpf6Sx5gTKhrOqY1n0RKWPYW0xpTVZVSMlPXHRY37XI25jqHZIVy2lvuLdm4LjNuRCH7Ne2eTpmi7OeBRQ75+QDzZxnbCX1nj3R7xpSN+acFlxaXUUUkCuHMjw2M0s9Kaj+VmOsi3pvIhRWiB6nXb8Bqtq2DkZ6tHlunZ5GZsoSgNRwvzkSGnqlIqBImRKLFzjhrG4w9vP8XYmoo/xLYnsqcOSoo+Vv8FgMBgMBoPB4JP1wZ2px3HK/Nihzxu2VsvBzVkcXrAbl+ydgsukoW52nBgK5iLjO7ljFlZYxxH5wqJ4emCqVRxrcGZjskCF+pTUalhUNZIZsAoUJsUZ3mLF/uSEx72K03Xsuozg3ZgXpolj9cR6xNK5QWxL4tM1enlCj8AoZXzdheR7jvMl+77lIgwJjHPaWYRFSSwF2FmO5fusgh2lX1BFTySzU7TdZ5zkB559t6Kc6pSKzqlac9BP2GUxU6nm6aAQLxLMlcFUXhA4Gw7pe06ET2GU2KMtm1zhtZnyV4oTtF1IKDf4zy7ZP1b8VN5wpUYo8QmWnGH6HaUsMSk71K5FDmWehMu8zPCkAyLVafOQ3Ktx7Z487ClbB0WbUskbbvQSB5nbUcpkZ/F2pKFZNQslIPeOPI0E0rsI1y0QKxCi4cmEzr3nfFewnk4x3wgsbYJ1OUZ7LHhVR1z3NW+XgiLzP1L8BoPBYDAYDAaDT9cHd6YUluSfuaxFyGwt8YW5x9VhVjiUkUqtHDkeTaoebjYjZM/jtLPZWjdk24xT1aXdGFh9Q/lwh2UV+O1bfAukqMFXz0jmE2q34a3mUvUdfVdRNjmGmGEEYEglVbFgFIw5vMmQkhitH6FkDfsiJNEC1P6BXrliGqbo1hvkLMcualoy0huFJzpCp+NmfGTk+yj+1xjZNVZugnNgNzIJDg6pHCMfMn4cHlj2FXId0J4dwIXxNEeSZ4jJK7S3BRfqBWPRMvZNevkKT3XRxz5Hx2b7wkaoPWkDklnyvPb4zFBpHRlTCJbtO7SFTFLOeDy23NoxL72GoHJ5115w27Uk+YLu3QL5RuE63aFJYMslin3JUr7CSHzaoMeyMia9BopHfJgjr7/A+AOLuG7YZTaxmpP5DlmkMoqf0yxszKLm8euG46ID3rFdfMvopiZ+bbOYmdhm8JHiNxgMBoPBYDAYfLo+WKaKZwra+wRpNSJPj1SNSudtCUqLS/dIwgXSFyleb3BMlyhBR682OIeSmXbLXmRMVJuRsUCWRtTRgiL7imMfs5Mt2jJj6bwlfl+xeNCYbTOaY8WXiYd9qDHcjr35mjZvkKsQ15uwn0sUdcflVcdsLBBtxjTLEPyUg1WSFTOi0xnvwoxWVfG+1pDWW4Tm06Gzszr6qEBMazRdR6sNvMJGn214Htiobcf1Oay7kNqdcvNaxXlmkhwWlGZBbnrUz5ZU/ZJ9/Yxe72gPgqKxME5NsibCSI9MfIdJVVCo7xGBwrtEZu4dCRYSpfUDRkaDUB+YjSMuxSVBeWAsy/TqG07qlshL0WY9TErW3YzxW5Xi0OGuTJ6CGDC4br/mHT59pYBa0+oVkpNQ6Atm1ZQ0V6hPNN7bI9xlRpeV5JnOWekh5zKaaWJENs/fjtDPL3h8uSOoZOp/Bx6NLoT4m0KI74QQr4UQf/9PuS+EEP/g5/f/UAjxo59fN4QQ/1II8QdCiJ8KIf73H3/6wWAwGAwGg8Gn4INlyg8qNBZcaSmuviTcztjrKp2UEJYJWlowClLuxSPnrQI/k3i4TUkDE+WdzPWjguRJvNNlRG2Q7o6ktys0uUSrem67hCJ+RjuViM8jDomKYjbc+hlZU2KPDJSthWFV9AsJc/M12ZsTOqMgCxzKTiL0XDbuD/CaZ1jlOb9mnaLGY3Jpjl4v2DnnjM9PMft7iqbl6qijKg9oU5kiFej1a/YXB4yzv8xTYjMvGgrVZRZYdEFOYuw4vslwA4nLSmF9E2OWEYZ/IH/m8LgFXYO6ecbkMUSRCsK7l9wdpkTkmMUPOZzn5KpM+mQTHra8DRqegpywlEi8KypbJu9UIhExJiTvd3S2SqmHNIVO82IMP2y4fm5Qju7o3IYIQda02Jng7vY9adiSGkv0G511m6BNJeafSRjemNE+Z9kWME4Zq1t24w3PtSlu0/F+vOE2cpgoD3wZTv/4mGbafqz8/VIIIWTgHwJ/C/gB8D8XQvzgTyz7W8DLn7/+NvCPfn69BP6Dvu9/HfhLwN8UQvz1jzH3YDAYDAaDweDT8sH/M5X1MZUHXuVRGT2dUJDvEqbKDFG5GNkOt1uwG8nYRsz0oUf3XJ5mNrui40QGMenRwndY1pxxLcBXuH0Vs5ArvpbhqEgoo4w+9ejtGkmTcPbfUS+vqYqaWilQbYM6cYisiHR8h1yOWKkRaqojGQGlvqV1R/j7howjS6Wn/SsR9c5EDzsKSVCsZYyDC4bBVLS8s2zcoOJKknjoJ6Tj95i2wa3tk69bhCzYtRGq1zPJU0QteNXU+FMVIRza8XvMTMfeCGIhcCcPFHMbPXEYVTc8bFvE6RJttmLZZOhVyNP8VxkpFuHTW6S+5AtTIt7cEefXRMaUqje5Vs4oJ0emQUqtSFydtITbgDKwuVNDkmmEJhaMnJT8sad+KbO8/StYzZ5ARCj2lq+8DikFo5UpX9copza9ucNqIcanVEfMq5oclcuxz+hvxASxhBhJHN84LE+bj5W/X5bfBF73ff8WQAjxT4DfAr75hTW/Bfzjvu974F8IIXwhxGnf9ysg+fka9eev/uONPhgMBoPBYDD4VHxwZ6rUJBgJbsuSOhMYfcXl5BxdiXDPCmLPIZ2GmGHBMVfxxxrKqICyYjV94OGzI0/RI54JdXJg5/qE5QjFVpDPDYoCjG2Gktr0ToWSZKjbEbuLr8l0kHsJqfAZNRrSLoAExskz8qOguC/wDiW+P8afmwgzoxmtSGWD95JP+jNBqqq00j1m0DDtX9JOMvauIMg7locW5azh/nzKXbrn5I3NqMzR7zvUSUI2jfCnDnp7RVGf8KiecmE6dLsJqpTgvH3Osu05+dWeallS6iPKrqRtSmK3Rz+XkdUKaeOz3busTj/HXH9HGpdMGw1575EfNNL+czJKcsPAXmkUbg6PBt1Mp2k0knuduRTQzb9BnUuMmDFuGsp1Sec6fPnjgk66o6wmWJLOSvFp4hPuXQGpze5HCyatRB/Nyf+/7P3Z62Rrvt/5vZ81z7Fijt+Yv5z2rtpVZ2ipdCRojLFpg9S+0K3a4AZjEKIlsME3+hN85YuGpoUaN3aDcSOwDQf3AdEXNrZxq33mGvaYOzN/Y8zDmue1fHGqRfmolEeSVamzddYLfmTEWk8QT8CHJL7r+6wnChOzidGkFYrVMC0jVlnFu3jIN8WU7ElG6hrug+Rj5e9X5QK4/4XnDz8/9i80RgghCyH+CNgA/3XXdf/tr26qvV6v1+v1er3vqg92pgp7wKwYcaHc8lQM6dScb+QDhiyjFEOy+oCXpljdjFp+5H6lEpkBi5cKrfuCwV2BWmgcDvechi1NdU8XwcWlCnnHftJiaCVuPCTcpUSKjhPnZPU9SjvCrUekUwvFXyLiE14IrTWhk+cMnQ3t8YE0tAks0E9HtgOVOs0o9Ra7gnY/YXEy2A0L9EWAvAswRjGWOiFYJoSFoKHAHOx4NEc0TybmOKALSrJ6wcKsibUG40XGfJnyTQnD1xoHAeapoX5bYFwdqCc+XOTof+xA8RnS4isMqaG7Eyjbgmn3nCQR5KpOsFmjSw3tTCcVArs5UhYxejlgNHggi14w8U2KQsO0OlbqnvZ+SHyhoasB7calsydEiyVadWDpuTTegcKp8AwV/37AxoBpULJVQ+R0zLYJGesLRnKAWzvYbckX25pZaZFHLbpVI0KbRGkZvXxkuP3Ob40ufsmxP91d+ueO6bquAX5TCOED/xchxA+7rvvpP/MmQvxt/mSJINfX1/9/TbjX6/V6vV6v993zwWLqqm0QwSPbFDL/PYORwE5LEhnCuuR65iOFgjJ74NIc8+4ixZwM2BcJUlqgNB1pnuBevcbUGtxkRySNEDGYSgyWjmXqKPaG76k1QfmawozRHr9PZ5k8ygem60feHUZ46QXtoKPY5ijckasylRihvh3ivu+of2NCfiyYqAr23iK5cmjv3hNfwbzw2eYdlf6M/C5iNH0inVn4hUkTtpj6BY+1yadtSqsaeK5OvEo4yDBUSjJnxvusxpuEGN8aZKOYbiIQZkgrAp7d1jSrHG+wQL6/5cEMoKrxO4272Q6pbjiLdSS1RtE8zPM11R5iU0UfeUS2hrszMbMM9Hu23pj6tsTq5vBMZ9A05OsKbdEQ5iHlwsO+23NSJKohDJ6GhM4T4cnH/I05iijgDxJMZ8bqFCJ5J17GPnZlkksDTu4SY3vgUdhIaUSe6fywSognLptNyvvg1/iffawE/mo8AFe/8PwSePqXHdN13UkI8X8H/jrwzxRTXdf9Q+AfAvzoRz/qlwL2er1er9fr/QXzwWV+0cOSr7uSSLXx4yFFaWHuxjTap9gnibwziednKAx4dBrsVkIJnrC2IX415F6SaPUGKXzgXRnxfgmWW6LHFWs543K7pfBaits9p+05x6QlTC4Q05adckRetHRDk/EgJVJLjFGLP8twSgP1pOH4N5T2iM2rjG7TMCkLyuOKr4sQ9e4L5t6QYXMkad/jpSWqHiCsR+4aHdmUMdWOVpNZhillF7OapggxRHoL57OAgbnncSvI/z9vWFQZESrl2RKzmSDwSR5fUT19gu6MQZ/zrjixWvwx2kFinyk8nR8YRGMGA5uVZZHPNEzzQC1dgqoz2w2psxizrDGLd8hXOphDBgnMnrVMvAP5tqV4mfDoaeyEII5VytsYszvnoozI1Iy7kUSSjBAVLH5y5Gz9JavR10jaA8MoxttecnAlHqSc26YkPzqM/Aa5eYLZlLY1eLtQUIqYcbdgZH/9sfL3q/K7wGshxHMhhAb8LeC3/9SY3wb+w5/v6vfXgKDruqUQYvrzjhRCCBP494AvP+Lce71er9fr9XrfER/sTOmWy8AaMG4N1LzEalzSqkGtKtTrArPI8bIp6aXEUbYY3KzIsnNWBnjVCeWyxcwGpG3JuDa5+sQmi/a0noc1SqjFK9QkoJk4bOoOz4s5TSv2366Y2QrZxuKluOIrc4mryTRbhbKTkOcCU03w0i1WJdOkHqs3AuYSir3gKncYxSZ7qyZPb1DDjLILqWwF5cKhvp0S7QTq92NaLWW4m5AoFqXySBSuMaYtWQGbKGUiLNSxymNdY+cGplhQewp+vCPJBUIeUrChcx2UyqUzd2jLW2aLc9zS4lEuGdcZej6g3V2j2GsCUTKVp6ytE+oXKedTm+Pwt1glG9A3aLpHnszoqogrRSd4TDE0D6+WWI07shlUWU5a+TiRy+XwlsPdEdUcEHoO7UFnwv+AZazhjj/HEgcy5QJ7VvODtOV9uOUUjhgLHyVuaEyP/BhzVM/Rkids79XHyt+vRNd1tRDi7wH/GJCB/7zrup8JIf7Oz8//A+B3gH8feAOk8E+bcWfA//7nOwJKwD/quu7/+rE/Q6/X6/V6vV7vz78PFlN5oeM7ewoxZpGGPBotLR2L9zsC6QIt18iNb6lPW6bKb7DKhkyLAuFEmOOI9qTzLm+4uJwxKVOeMonYHbCoQsLIQlFCZFHxvHPYtDHWQWY96nDJ2JQa7kjmyyTASkN2rYRzNcA7OrzXN3jtjKY58eQbKLGPfpnjahFtFXJqIvT5BbnREqb3mLMpxVsHJ5HJhgMKLSJzBd5BxjpaVF2KG2jkFwrkglNuo5ZjZH1LN4yJijN+eJ3w01uHsIkxmy3vihEiUXGHa+yhTYCN1p2QrBFPCwvFt9BOCXY7Jyi/whYlWv1EVjXo36aUo4rhuKVpZYJKZb6OaD9JeB/NOHYpV90j96MGL3jBNMyQP02I1IiL5ZQkbskqGdnaEXUS3dFDETdcDfas9YLTDpQXBz55O+HruGBk+yjxPaKFP8gSus7D0DREZWJMK8pggzSERpZJJBtN3n2s/P3KdF33O/xJwfSLx/7BLzzugL/7S173Y+Df+ZVPsNfr9Xq9Xq/3nffBZX5m2aDHBUW053CdQGJgTD3SV5/i3Ickp5ranyBG/x7vV3ssIRj4Q0T2V6jT1yjtD5lqMuJnLQO1JdWeOKk6bWszeRCwLFEjwVeiJXZGJIbDZD2hyS4wbA1bKcmFQj55iVNqaLca6bcJytdj6o2A3MQevcD9JGW2VijV79EYn1DMJKQsZ1gvuXEMtCrEHgZMghNN0aLYNWZzomriP/kh24EMQuMiXmKOXW4+yYmUA2L2PbpySnun8vRWQXEq9GKBVnYM5jHjz040hgMHj6HWccoi0sMIzfcZqSfsQcNLt8Mvx0hagW3mBI2E4p6RK3O02QTbEkzzjMAqkd+1/FopcRkGdI3G8/aMldyyUw5EpcL0bUPc5jijgIG2RaJjaObUmwmS6nCIhjzeSUivB4R5xFvWTAc23XVEjMnx3YxxNKLzdPKRgjqICKyCOzS26LhxjDlbYFryx8pfr9fr9Xq9Xq/3nfXBYmo0AlH7TFiwDF6iehWnPKbOnsiMFsmtaJfnZA8d0x9NMF92nE4JnfUlWhYxrh/Q/7jDce44ZQXkL/lep1MdKp7MIcNphZwMMFIDN1hCcmIY/x7FfEOjh9iHhI2d0H67xdYmnOwjB3OPq7R073yOjouR7fFvf0IyMQnMmMCIse0FnRKSJZ9ANOGoOGDM2V0PyQ4WTrPATXQWVUeo65hZRjh6Q1oNSVYqce3gDTta4548cZDm9wxYY65b2qpguzRpj1MKbUw9UDmJkpXxnmlZEJoHPHkNhcl7Qg7KA/gyoWGSWBbXhoo1PpJIR8rTieJRIRi4FMqJ4kxm2cFK7uiMFnIF8/qWKmvQDir1aIyRqmTvK/Kjiym/YhSoNIOU0K7Z1wWDRmG+mbKIPc5NnTCdcJ9s2JtrOj8nnl/gFzlTKUIpTqjZhrkOI9Xg6ATsq/836+CDDcter9fr9Xq9Xq/Hn7HM72u/IREqfrnBzEqK1YzwIkUyW4a6jKmYoL5HkxaUdyZCWjOQa8p9i+QMOdQt+W9ZHDMdKS1Qiy0inBPlY0y3wj74pMOarjkhW2eEueBulHCTTvFWKbXTMilCjq8dRFIgxXOkcYzaDtCuC3THJtkdCNTvIx8DrlYthRtQRIL3iSC3jviTL5EVH13y0CQDYxzTrR4xdJ84q1lMPbbpiWI14jBukCZLLvYW7qGl6TxOn2ac/0RFM21qF5JjwuUNdM09ceNSxTbd1OK03HPTziC+p8h8kGJmQcfPYolLZY3nnEEV88aN8WMb6aCwCq4ZXm4ZCBdJ3uE1IWLs4f1xQEhDrUtIXcJoMaNVAjaBjvj1iJWmw/9TMB9WhOYZzvodSfWI5DgUyoh9c4eUzGkn7xhHMrv6U4bxE0OzJK4insQY85gRdEeGzYCpWiE6ie54xsHwmUzffpz09Xq9Xq/X6/V632Ef7EwZmws4Ckx5yn07ZWwWvG51hg10JxMjOdHUKaoSY3QKuuOyU844aiamP+SyKTDLHd11zVgH01YphyfGs5DWMfliMOYwGbDqVB7WsFXXfNa45GXDybI4iRpv2iDtdObHmFROyPOOTk1ppW+ojTV6E5LWAaUPG1PlUT/D1XSu3JznRoGaPMczhzT7kl184JA06IbNpszpJId0XPBs0nKuHwiEDpVDaBS8NQKGic2zEzwbCprGZhF2zJMnzoIT6vaK0U5mHOcYxw2DzEH17hmaZ0QPU5S9jFq6qAuf7Fyn8WLY/ZALz6fjCvuZzUjbQHqkjbasDhF/+H5O+j4h0i+RjtfYqMxvS+IfHgguLFo/wcgSfv0r+CtDFT2Q8Y0Qa2QxcyyURuDlCdeqQ+FWHGyLQa2g1Blm57J2XFh/wVQO8YslQ/WSNC9Q9Cn3oiXKj7x0IyZflR8nfb1er9fr9Xq93nfYBztTmiXBpCaWJSZvJzwM3+JYKllWIrtj7k8b1NZjJxegqlylAa6hoFtPWELjZBWYxZB3tymaZqApOValcdBKCnXD9U6mXtccKxmrPmJJKj/dGrx6CfI3FbeDguHjhPSUIlkWF02BGEyRlJr0NCF7D4k+xV+UlNmJdpNiF0PCTwWHTc3NYYt9M6MaZKRjl67dI8tHvlEcbL1iZuvI2Yan/R5fsRiEKmdxQERLzWec7IQ6WWF1JegdcjnCG0343FVpjc+ZpkOaUMbVzvDsI4WQsfISXpcca4VW5IzrJUbqgnEinN+hZj6fNE/kWxnNbPijvUxedXi+Tt1GpMMJ562C/EJF28QczAXdzyRq1UCzJIa7C77hPVdxhXJRslvvEccB9rzEM16zXGyx7gImakl5klmOdH6zcflSbwmlHH1q0nhr9FBjalas9iqxf4/SDhiqFmpyoPQ/+0jx6/V6vV6v1+v1vrs+2JkK4oZZnrMIWpLBe/RQRS1lynXK4pQwtH+dqs256Apu6i2tOSFJDTJF52GncdspPDkFhltwu5J4WHmcmpzZIWUeJjQWkCnoixHh4pz8NES8znhMdNJxjFu2WKHOvI3QqogE+HH9Bav1W8I0B6dFWezIdI1MuWTmPse/cKhuMy4ylSdfoXryUP6bI1Fbk+oqyilAXqu0a5P3rcn+0acYDkhHJqJxSeSIfW0jqiNtEBGnLUdpyKrxaId7YlfFyRqM6IbGLckmGfmo5ttC4cd6S1hNKUoJe/wpQ0OlThJEFpPHIZ0FTvhIONnxlVC5f19imCWdbhKqB4YvpgyiiCdJIfv6SOTIpFGKbUTMpIZC6XiSvkLPde4GPro1wSxmKJOaqX6GpDwxXibIwicIxmwik2qn8vU5rIwS5yDYJJ/y9NTQqTU7K8I2LKp3OufWI1uv4VBVxNvm46Sv1+v1er1er9f7DvtgMfVahKhfF5xkE8944snSOEYNplLiixGOusW6GHPYphxXFYeyZCcpZO0F0STnTJcwNIlSJEyMhE8GFsndkLqeU3c1x+mRrS1Rnk64kz2WN+P6oeUHQUkTa9DcMBg+kg1TOmvI3M34QVPTTM8YmjqRLiEClXxzoIsfqJw7rFNHlQ3JLRfr1JF29xzPX2BKKk6UYw4dDGvDJ23GNHuHj8blGx97+8TECbG756R+hfrc5rSwGGoviIsT5nxI/ZSgGRqtconlC5aKyUm3eNcdqcMHnoWfUtYnitjCfnrkScrJwo7czRkNrqm6hjAyiI4m/p3F5fcdzq2CyhLMvQVFukYZ7zGiIwwzxC7nTL7AyjKSzZZB2uDfeuy3NW1bkb4x0NQUWRlQUhFNVRLbJJIzoknJZS2xGF8iETM0oLPBHP8e/241wb/IKLY+WqGgn9doyZDMDvm8VhC/dfhY+ev1er1er9fr9b6zPlhMlW6M71/jZm9RC4N56LGXLwi9Zxy9DNXZYB9qqvMLrPMKghJfrBhKB85PZ6xyC1FE1O1LhC+I8weK8wp50mGfPycxFV4EcJYrVGGI8L7mkA34o/BIPQTbabiTPqHen4GZcLBg2bziVVLiTHzMxkY1z7DHc/TOpmyvWVYFZ8OKgQB9ZDNSHJzmhCcVvDjTyU86i6NC/j1BbswpjBPdmUQ5OKMZeZSzJ26KhjRXSaSWp+MjQ3HOofoaMfLYnEIK+S3CzqmPA1KtxD9YTIdntEHOmT7gRkpRFRklHKJ7Yzx9TpdkjBSN6fmRoWuRfbZkF9uYtw2XUYveDqizM/KtxUxVUAaCG1PDHsR8Pb7ifuawk2TU1y7aVcnAKhjO9zyWEupKI0DCebsjaRTaYcM8cFC9gDflivLwxOhsTMKQyDYpxzZhMWF+ecC6qHHrS/axg3QquLhJOC77e6Z6vV6v1+v1er0/ywfvmZKLBcW5xSjeEqoO08kSkZzjbC3yNiR65dBoKmKtUrgunRPSjk3Kwwh78DMU28XMBM83Gs3IY9pmHKKIjdJRHVeMtiYr7UhbGnhPN2zDEMe+o3IXSG3B0Mh4NDPOL6EcdBiNwc2ZyikQFFsHzQ9x9wVKVbFvYjy95JCOSTKZ7CZk/FRQSzZZI9MmDcpWxxuatG5DnpdM44hTp5C0A0wLujpCc2bQJJh3K15MFArV4niqcM0b7nWJvN3iFw3qScY1M8a6iog8pKCgdXPKxmZU7DkuZC43HXEqyIqEyUJhf6qJGhnUjpycWiy5vbzAqWqazwtcU1B0BYezLebnBkezZVkIZq3Eo6nSOR5JlWAMNaT9kPxZyWya0nylUAGBOMckoS0gRuOYzBk/rwnuP0WYGZMuwms8/tt4xeW+5dIyWfkS+cOG0SAiLmySzkd5Hn2k+PV6vV6v1+v1et9dHyymds07qkJBOg2RzmXuugOayJEvMow2Qao7tOhEdzmlCSxE2iCbHUW6RF/I6PoJd3/BSfqaMp2RqAnDuU2rJ+hfOaiXGmFhchF2dIqMedOQph6WGWF1BmGRMM+mhF1A3gpe1zbrpsU/BTyMVZQwJKhfoZgnAlOlxmDWpBirnDKXYdQRZR3mwEA1toi8RJvVmIczoijjqYkZFxlGUBCp90j2c2Q1oJBsvi9q7qoTzsiiyw0ic4H67nN828Z2GlJDQlFAPCloIkcfSNhixLrbMzaHBNlPsF9MaT93kUYt76MztLBiYewpFBNf8jlsZKZ+QzKtKEYVVSEojnP2ocb5pOZkxWRLk/l0QpwtebE5kjw3mFcVWmojrwP2a5hc1FQHFcgpWo/mouUon3gZ69y9KxnULfWdhOkdiCeXvJZd5lrB7iCYmRar2YFUmeBUId6pZNBOPlL8er1er9fr9Xq9764PLvM7rwystYcwn5iEKRdvDbRix7JQaaQFWmOgimtWkUFdDBk0LUb9hK/72Nvvo38zJGljilajuppzqgd09pa0HJA4ElknY1s58ssTSz9AtRKE7lA6Fll7TptqQIo0dLlmxnGvoKc574cLzK6gcRoG7opaKZDDCW63oC0lypGCLiSCDpRc0FSCdyeHdT6DW5+8TDl4FYs0onUrdn5L3bzGzKfY0ohicMn984xdDZvHijxpWTx8S6eBfxWTyBqdrjNIMuR9hrow0cojx+gbPLPkXlnzIvs+6xTKM4VYnyKdbxkMAyJxw6KaI5krLi4eKe0nOD0SbgLUIOb1tuGvPsYMlZTWkynPdFbmG0banLcDm/gLmS645Ha6JA63VElJUVswysBRmEtr5GzPdSaIlZipJ5FfqXTWkTBL0d+EGInO45cjqqamjlboS5WsgJaculZ4/5X1keLX6/V6vV6v1+t9d314md9wQCvuibQFclLRDWtydFyzRdo8IbwRoXTkk6POVgnwaoM3q47aUFHqA425ZVrrjHyLJtiyWCYsQxnHjjiaOnX8FV3lcDu+Rsk64lBiVLhI+w3SKKBtfbyHFYdE5Su7ZOybnI4VQ9tA4T2uMmMlWcSPAWNrRJmkdJJMNn3CjEbE+RjDj8k0cOcntNOCE1BlEXN7TudqKIOAaN1inu/wws8JVs95Vt0SPpOQW5mTN0XMjuQHhaE9YPmuoPZiRuKB0lFRz6YIsWdvmywUlVOnoIw7gjbj7M0V0vc6lOId7eMlZRWgKhu+nemk6QDL0mmUgGh9zlknWCoG4ctbps0ZudESH2vcUkYvNHZSxHRb0UwTbEXj1y5b9u2A6URCr3XCxxG2CCjlc1oz5yTl3Ngm2tKiFBmK9CmSvSM0wHrbUkkhVfuaVGT4porf7Ml1D12boo2PHyd9vV6v1+v1er3ed9gHi6m4qoiUKbFdcfOmpNVLvG5Be65QuwpuBwdTICkZTteyo6CYnSOyDv+uIHInrFuBptecr2LKZ9DUBrkoUFcDCvMGY+jiP+7Yd2MUZ0ijPaBXJcexTKWD4ylMC0GqHqDImAgX0i1pZXJWqBzGDV4uoxgKUrailDpqa0zhJCihyrRqKHWVPJ+jNjXhJETWPOSThJLFuI1KVlUMA7jPn6OTs65jHLVmhsmTXnGZqzy+7hhkW+RoSXd6xq6Y8MwdUY1LOg3UVkOVFxh8wWnl8srNeO9aKPuaSr7ELUyKQsf+jYbDexmaEefjiveZw1i2iKyIs9JG+nZGOaxJuhhzMkQPVfRogHr1NYlm4+YeUlxQlQOmisYqTrnzO3znntoWiE6jcjryrcf2i4T5pwNEZiKkR6rDFLNsybUQS56j+gei24RoYKBpHpbbka/vEdX2Y+Wv1+v1er1er9f7zvpgMUXqMsgbJqJGVRq6csL2VYS+V9BUmVMj8bK44G68p/Z0nK7AbCK8xCc1Uwq/ZHIwkQKJoPFZdyGe11I1NmfPapLaRlVO7LyEVpeR31sgXBJJQl0mqGONbVUQ7xwsqaKYybTqGZaIaPQpazNnLI2QtYCvym8xjIqzVGBIA6KwpTklFO0nbN2MRn7E3+WY5SWxOCEVRyTlgmQqoVy+pzp4mNcSwV6jGOpolQ65xzgw6T6x4X5D1DxnNukI45KBOeKb91/xWXpBcKayz1IUoXJuLDDdLd+6E7TlPcJUGQQSyWJAF+2Iiowuzjn/Sy7BnYdq3lEujjhJiTLdEnsCW4mo9gV6mlC4R44DD01ykFKDRBcUMjS5hKBAD4dIQxkxq1lvdrw4P6AGHXUlkG5cjlGIV4fEgYIhr6kmDdVJYliFJIeQYDwgTwuuinuwXayLMV9KH1z92ev1er1er9fr9fgziqmt9ERczbC6FP1qRipFXEmwVm7YyJ9jn5scnu6ZNCr6KSGOLjEqi/xiieo8MX17TmdoDDyZk5PBW4th6lI8l1hXB6RDhSY5mLng6Su41lza84wm3lCnUzQ9Q5mBEe3ZtjXnikzuZ1SlhaYqeKrEvRYTIXDnOpN7gdYYlIVEuqwp9Yp5DNlKYTI8J1S/pTzTKN8t+OnIYRIc4emILAb8rmzyW+8qrJcn4mzC4X2BVM9g9C2zuGCmd8TdI0U3RKpAFncsFjb7vQnmCf1oY0opP04CLlwVcd/huhnrhc1DDJp1x/y+I6nHxKrKw5c5hjAptILw2yFXNai2CuUEeZ5yNh4THLdctRfEqwf2jk1uOgy0iOPBZt8eeNkZqC8cXnx9Tyc3JLZM8vmUbjDgql3ROCX3oqY6ykhaTHOjkEQqUddgLBwOkoSunriyBkTyD3HfPLDUE35jaHys/PV6vV6v1+v1et9ZH2xB6PWQ7xkCaX6J7Ci0fsypk5kqtwi75sw1OPNMGjni3hkRau/RrTXPVi6KLjNUErQ4x2wDavOEZmtknYPzNsNLUlSn5Oh1KNqnLM5ckrMtQRLRyA1q+we4TcjZbkarCJzSwd4qiCRjqU6oRchpFxAeFOZjC74q6MqO6+kaNQTLmeNNPDYvJWKxI989ITtTmmLN4JNHnFBhMynIHRX9WcJnesFOWlH+ROVC2yPrJTeD94xmHZTXHOSOKNFZHTTkStBZHrV5TqcpRPc+mSVTighzoLDf1ohAo7x2sHdDahKmdzFxJXEUBVdSy6RVKZMUtVS5ONNhOCQ/afjulru85nB8R2XpWFmBmq/RMw23ege7C+xuwFWxYJTEZA8nkpHG06imHVaYyiONseKdW3G7PCFlO6ydzERykVcwrDyeKRKGVqMQ0UgTwoOJ6ZzoTJNO6ojy734xJYT460KIr4QQb4QQf/+XnBdCiP/45+d/LIT4Sz8/fiWE+L8JIb4QQvxMCPG/+Piz7/V6vV6v1+t9F3ywM1XqCbt6gPOQ4LYJ4yTix9MFpRIxaF5w7FKkbMh0fMu0M3gjFBor5P1UplNGdNc57f7EYzEj7DQuixOtDK2wWRdH/OsNw6JiuJOJHjaIHxYUsYzZ2qTuDWk2Q80jXkktwUCnIiWyOswgYWD71KbGMGtIqoSjqrH3X9PKb3GTHa15Tm4PwFwzLHzi+IS1ipBynbQBQ32DG2aYskEdDPDyJfbUob5qiQ8vsNsvaLhCO67o5IqL4Y8IT3s29R57pFLlOtayozMK8qv3ZKcF4fGCLjmgKy0r+ZHdEq654GwxpsiglhMUJUVSa9zIQx+W5J2OaxxpyylPM4HpvebF4cfsPI+4bnnIEjT3Gm8oqKozNP0BxVPYrTW+VA2mg4hOiZhszymmDvr3WpbVAP2U4KDS3UHJgezKpNvuWdQVQQTtOKFqr1DWBTz7ls1uxER7QtUb1or7sfL3KyGEkIH/BPgfAQ/A7wohfrvrus9/YdjfAF7//O+vAv/pz/+tgf9V13V/IIRwgd8XQvzXf+q1vV6v1+v1er3ehztTrv+eM23JIK/Ziy3rUcOMJYbWEr+/RXlYUZYZnx8V4rrG+uaK4z5nEodYh5jHn6UUqUqtqFw/CGK/Yika0njJIhMMVgOiN8+ItBJlNKJdZiSehGobaJ1Ha5UsvYwv0cizN2jOEDMZYA0k0O5JtBXBVYp1VmBNF5w3D+xUne3sjMg8UTcaJC3l4xZLMhH6nCCysQ8dxmyLkCWKdYUsUvbnNxRFRXZxxJIfeT322Ckyka4gWTLh8gnZX8Io41Tc85inXF2G1PURbzXGCAXO4h3YMq2qMb8cU0s+90WM/rZiFCh06pRhOqMs/3tsLYM8b9kVE4Sq0kz/AOd04FA/kssKwbblZbGklTLsYg6bhqysMKYF6j5lYLXY1zmHNuB4fMSQH/DlR9pySNt2hLJHqKeMhhvM8R67LfBO17TVhPKZxUGueEnMtR1g7Of4TxrRaYrdvGK4lj9W/n5Vfgt403Xd267rSuC/BP7mnxrzN4H/ovsT/wTwhRBnXdctu677A4Cu6yLgC+DiY06+1+v1er1er/fd8MFiSmk/ISw7ss7EFjpOO0GXIsRBYBoa+3GDNFXxZi8JQonty4J24nCr66S5AP+SLqnwp4LWs9kuLJqBRKubBNQ8lRVyabPZt7zpXLLkgqaacsgU8krmIZU4WENyL+QunRNjYmHQHVoG9QhrJLByCfH+B2haiYKKsakJDmvGO2hW9wRNgWdVpE0Er0Ke/aZGVo5pdr/B+GQx964pjgLUioFzwbv9K+RszKZ0QasxCod4ElBGRw6th1rMUaav0dMBcXFFJ0ZI1gXK1EESV6SySzySqKwG30hgsqdVPXaYiGbD4lxCsf4Qawvh0UFPQd+UFIfPWF2Y6FsdLTCZzgdsZZ/phU48zDmMSqwzi/Te4su6oZU3FMYA06pQdZVcKSiGQ9BlftieIPojJHFPGE7p/BllZXHfDlkT40sSRSFxyA/UpOwyCTG/R9UlynJHWcw+Uvx+ZS6A+194/sA/WxD9mWOEEDfAvwP8t7/sTYQQf1sI8XtCiN/bbvsdEHu9Xq/X6/X+ovlgMRUtXbJ0TOEqZMYM9dCiqQPM7zlMflRQ3k6R3BWImPITk5nckbQwK3xGps9iVMLcIi8r5DLjqpRQ3sqkNBTXGUlRU/8gJfoUlEnI/myG5gGeil/F/LrW8ToHqVrBsKM6bNHkWzJjglYppKlOVpTo7ZJxHhOuH6m0E7oyZNh2XHQlo22OdFOQnZns37a8LWRUSeaofMPmSiLySvR8S/3YkqZPPF9nfGUknCYWqchAS/DzlLEs0KVHzuWU5EliMogIpTswjgTWCW+8oHN2aOYBp+oYaDnK2GRWyOzyGnNa8xyP1ZcRsrnA/J7F8x+6LF6siN05y6jAFwGl8k8ozYDZIsfuJKovCxApsj4kWLeUQ5kbbUDSKgwPPvL4MxbdpzTKDPvtgnm4JTy3sIceY89nMBcU2ZZ6HyFJCc99hUzPGWc1h87lIHQGh5SsuKEZ6IxaG2Wcf6T4/cqIX3Ks+5cZI4RwgP8T8L/sui78ZW/Sdd0/7LruR13X/Wg6nf4rT7bX6/V6vV6v9930wXumzqSvOGQGqpmxUyaMPkmpTzOORUIsqVwPC05fVXh0BHOfzl7z69GIUOl4QsHWZKw2I69KGkknTJfIlwJf0+junpP5T5y9kfncW1FVCz5pc1bWAUmck7oWpl5RlHvsRMPTZRRZ5d03JspQ4QtH4JUWA0kmHpQkmBSuhSNNscWe+6ZCtRrE3qZWKs5qk6o1GR3vaF0NFB25jHGahtwYMXlVQThDvC8YezVlleK2YJstqT5CakqSUkE4NQM5QtsvqM8FZVPRpTlD8473dYdc2DRpya4dYHdropXC4OIPabIFqXBRpwVafKIWZ+zCFbktIdoAr5TBMLlZDDj9oc+7i/dURcNE1ThUDXnxNTQXHO9b2pmPVKUEg3v0TuNhpONkW247QdbE+Gug0hm+Cin2bylXA8rrBP+2ZtOqLEuBn+wYLiS6IKKTPGS7oCtc0tkd08z+SPH7lXkArn7h+SXw9C86Rgih8ieF1P+h67r/869wnr1er9fr9Xq977APd6Z2I1oFGsXhstuxfTjnUTGIgg7/tEajwpb36A4Mmj1r2eEwP+IM7sjjHU2r0PGMtOzASchKG9tUMbKUohSkmk7kuvixyys06mlNe5gT/1hB37QEnUVq62izV6xqaMWBF6Oc0Yt31BONez1lHcik0Z6hvOb8tYW6y4mF4LSxUbMZph9wn9s8vnRopjNqbM4GOadBR1BIiJPCOy/n6e1rlmlNLlcoOeg7CTmwSY05+4eWVZPS1UuSr2KcQ0aoblGjiKFfcT1XSTuZ4eZTZscpbgda1pKaFpydkJ5MkjZCeWaThoKok6jNI5pm4DkO9krG93JmQUqav0SZLOnSMbEyZmv7qFmGGOgI30K6GuM8W+HlBva2Q/+x4IwzcmPEUQqxtzKvvij5S5VHe+dwX5tIsYm11hgrJcciIziY/PTcJVRcpMUc49lr9A5ccUB89ZrZpvlY+ftV+V3gtRDiuRBCA/4W8Nt/asxvA//hz3f1+2tA0HXdUgghgP8t8EXXdf+bjzvtXq/X6/V6vd53yQeLKeOVR/tDj6R1SYNnOG4LeYltjigcn6SM2OrPMKnQhM5529IdS5JOYXrwcE8NyfAOU+pINiUXqkm68rlTNeouIbZeoVYntMDhaSBjON/gEDK53LHRGx6yBvX2NdlecNZYbHMHYRuUDw2fBg9cthLDcUBijInXA8J1geUnZE5J8T2NzEtJ9Ct0f4D7NqYqf0onwzdHjXFuM590uGqDo495wU/QTiGXs5SsAulZQrAoqJcDilHLwB4ws/4KsxuTPBPMhCCWFZLapI0PJIeWYvYHpNYBTZOxaZl3MmPH5Jtfn1P7Z2yXNfkLDcs6Q9FVIt/kzTbHfLZha5S4jorTRNTpmLQ4cKNExF5OMrAZHyzGcYIjKtxAIlMVNtYVq6FE1MXYZcmnOOhqxtPFW7707vjpcUi775jbt5TbCfvhNePBGXNV4lUmUA81bZOzyh4ZlyWuNkC8MPi8fvmx8vcr0XVdDfw94B/zJxtI/KOu634mhPg7Qoi/8/NhvwO8Bd4A/xnwH/38+L8L/E+B/6EQ4o9+/vfvf9xP0Ov1er1er9f7LvjgMr+2HZPdSkxcgzfticujwyd6wu9eBMhvVHwh83yQUqefoWgbBqbOsWspTg7upMSTNaLwAr/4Ga1msm7nDCfvOI1mDLSK2dsNlXGgvh5zcVuwfBpw4XXsbJ/r7ojcLbnw3nAYjNG2FQPTpc1mPJlvOHUew9WQ9jcaXh4PnCyFRkS8ezVmcoo4G7W0twb5UOLCaKilGXGsECc65URhmsoYbsTu/JLuVnBnd2xFhhNdc24dUWMddybTHQNeHlSCToZVwu68xnRsunHHcRcwrBvuu4xQKIzNCaaX0HCDF3zJvkwZdSb//fWBo3+JpjdkdxVG2LBfwFzbY1xnBMeWUV1zn0Fnl1izl3wyriizBr3r0KyItTxClzKaWEc61ijahNl2ydrX2fw4Z/DikdPz50xzB6mSqd8Lbs4CDkHERjnH6iSU8RJdCJ4XHqrmshQVR6Pl+ixhv1E4D0o0p2L3a/XHyt+vTNd1v8OfFEy/eOwf/MLjDvi7v+R1/y9++f1UvV6v1+v1er3e/48PFlOmtATpSCZmvDJ0qjLg6GR89uATWhKhVvA0mHE5OrEuK4IqxbYmGMkSuYK75yGTuKbIDYzOYVI+UdQq7ilhmAe80wy0dEBQWZhqxGgxZxllDJWMuC257GbEVYRYqQTtnMCKKarnfKpYSFWC6YXktxZdkePbI/ZFwbgAybU4PbXkUx+9qsiTjlKPGZ1czFywv6g4jFS69Uu0Y4gpTwiNa15sv8Wc39OejljxJV+tGq5uGqzbM/YmKNKR84PLxsrJNjqDtGWVpLi+hxrLzMNL3g/uEMkGNRhTvLigjAJs7YH2uEe7HNLZPiv1lnowIVIb3Mii8TvK1GeZqgzVHHlwRxMmNHFLbSkoqYUvJygmyO6SrVVivU+pHZnhNMCyQpriDFKdYxMzrxtKT2UdyrTyFJc17jOLrIpJFY+tUzGMJdrzgPPthOMp4FS+w1z42JpHtKo+Vv56vV6v1+v1er3vrA8u89tkGgPZQj3uyaQhSSZh13MCb4tzXTNLOuztiXyfohcwVGa8PDRcCI3O0DHezYjEc7rTOYkqSHSDovU4GDLvkcn9nKY94ue3BEWG9FQh6gHBrYJRW1TaPW63ofiBjns+4NyWEPXPyIwHDP/AQC8I9yFl5JAscyxdYzDt0MMIWp9xIJGFNVIZIAd79q/WpMaSNE5YVBuq9xaSfcK8eORKSch/GJDWBql4Tmoa3GQzjI1BtzpgGDGdrENRISoHOYdyqHN5rTIbgqNISOYbxl2KOQhJvJDxY4ZY7dA2Izx9ivy1yaKKmQqDUbLBDjLSCw2WBoPM4Cx5Qmwa7k4JZeBjWGcoO8HQ9EkcjWDf0og1RlUi22Nay0ePdnSKC0fQ046oOiesK84nCuO5wsVoT+yc0QQlVXDJ/iDQ2xekXkNxZ7DwAwQe8vAvs0y+R7DXKZMPxqLX6/V6vY/q5u//V/+mp9Dr9Xq/1Ae/NafPLG5znUiOieodtplxW7XUpylB4yJmLhQGPy0G3CoHRPotmV3xKFuUqcYoOrJ/fINRhwhXA8UmHUvMTyC5Y6ZpSabMMc58LoTFtLtiJlaYn7TcumMOu2e8a+e45Yq32h+SaCv4pGEsWg5HiQcv4mwxQ/6eSYVOEw8p9yW2coauxUjSgTkSqtmRDhTelAXLc5umagiXEuXFE7u8YWN4FFJI++WCXJGwDj6reoSeSEQipxslpFFI7MjcKyVW6tI8txkpkIuGUzxBOlS8e1Fwumrp9B1/ebqnehGQ5ILgfMLSydgOA2pFZ5tNSXOdtvN58a2Or8k8pO8g6shGMecDF9uPyds5yBqVuUWYe7z5AkO64iyaYQiY5yr56iXLt2M6Q1DmNc8Ki8nwgvrLimorERXPqcIhBy9gn5d0cQ1KRCwaNNnkjwOZNMxo6zU8fEt0HJCO+2Kq1+v1er1er9f7s3zwW3N4zDg7ehTJlJlX4xQNzvARp94xfxPSJQmKtmHx7JHvnwmKccehjZGqCsXI+QIXdTQi8yTSp5x9F+HvFXbqHc7xnmETI00PvI9SAr9mX/4+VXJC2Q+J9yH2+JFUC1B+NmdcLXDLMfKhICgkJDUloCNtfNp6TjOwOE06cDukbcXQmOLpKsI7crg9YdzJjHOVOgclmpI6MTOtw5YkBlmLPJV46Z+oJgb70QOFe6T+QYVpQaSoaJpC43bYRk4ibKo4Ix9ZaPkR7THg7Cpnsh2hnDqkR5dvownB+wHqZIE/jRmf1wxmTyTaFjHdkWQphq2zVCueTgnTmYqmT/AzGcKI2hLI6nta3yOxc8ayzyT8FlEobOqao1LyRn7CvOxQSIhsi12i0HVPPNwf2b0uMYYZ6qjAvnziqOaoFyM8zvGUNen+NZmlYQ49eNminHn8cOYyUu5wltbHyl+v1+v1er1er/ed9cFiSs5tTq++YOR7tHcHqlpQHTTyUidQbbanC6oCmqNM8aXB5Ktfp1kN8SSVwk5YTHXMxqIpdzR6h6O5PA5SbFlDGy9IvDOu3mlc6D6JpNFNJizdM3ZSwWdKRj6wmU+fIZU5s5+VhCeFWs9YKT5VC3aokepfkR1/zPH1A8Q1eVsitAqpXfHWqSmMc0K9xrGPXHU5N3pM/f2Sam7xXh2Q2z6V2KCuG0Jxxum9Cf6Ii71CsTnQZTOiUUa1Fww2GuPBCMnfclUJqi8Nym6KsajIZI87aUCLiyx03M5idIK8PRJvLHb7irdf2hzUhqKNmJ7PcKMRXglnU41dcUa1KNEsA2HOiB+fsbKOiK6hOpmk9YCVZ6IeI2zpUxJpimWrnJIjttBpWwuvqRhe3nI+lvC0KYeywj0Z2IcBl4cFz5crdPeRN41L2e7Yff5Emt3zIlGxC5WN6ZOXFqYbfKT49Xq9Xq/X6/V6310f3IBCipdM1QH5Q0qlu7ReTetPcGYOStJRPq0Q1yW1YVM0N9CseGntSXlBJSWctiXkLZdzif15yWk5RNQn7LMpSe1wOt3RPvdwqw5DUelWFdLoQJSNSLuCvDVQH2u2Zov/mUOS1cxTB3tSEC3HyLst3UwlGTrM9wMsq0XNG1p5jDpaMVvCLNtzdF6QFQotKevdGKcQTDqDcHZAO00pGonQnJJ07zgbabhKS6dqxEmDIr5C3o5QapnTO5Xq+xJOblBUY9RnJ4quRtQa704dg8EWkam0cxcSnQoZq5LJGh09kcEvGLWCeiezeqaghaB64JUyUr1HnWmUtyA6idJbc54O0YucQywQ8QFjIvP1pxr6w4rRIEDeQOM/J1AFbrVnrDe8t+fISoIZzujqirS+Q7UWSFbKg7FEe1S5HF5TeE8035twCHLuy5ogyrloUjpdR+izjxS/Xq/X6/V6vV7vu+uDnamhbCL/1KIdw+hZiSkMrjdLmu23zO6ekBcTpvX38L5uSKN3tFZOZGvspYj1SEN/JnN60bI8G5JJz2irNdNySDG3aIoWu7UYFwpdkxMsGvJFTbedMdRyIi9n8WXH0DTQRM2oe2B8BP/J4/QgsxhtyS2PzNJxohF2dmRZCFajhtuLjDdNjelYvLkCd64imykbM8Jd5BzIkC52jKoBSpujKjqirrGSioEtyGuBJkfcaDZB6ZFOXU43Btyco7YScfsFh/UT5WPAsV6TUnFelwzQqKsOR4VUv6OxWk6Zi7naULcZI6ulqlyc+QNNsUQ1N2jLMUl9wDLPyetrAj+h0FaMTg1KNKJpIUFjOrBQ0DFEhn6WkS1NHsYGu12A/f6O63iL0hh0lcVBuOTVgVJT2etDRHuizkLqcIRlXFCpR6SkYb7xcJsBtT9BSo5IlU952ZFkfWeq1+v1er1er9f7s3ywmKotj6cb+082cChP1IXKg9bhjjWqHybIZcPX9wrD2TmSYSEdbR5UH2EoTNYJL+m4mKS4dwrlaok3Mak/PdC92dCKFqFe0mQdg2LPsFI4ZC84Xgnk8w2jVCZ1NLr9juEU1rZPPMrZfFoy6VYEls5OK5k+RGT6jtbVme0r/OTExe2Jy3dbDkbKC0lDZA6BJDPbfcbgLmN0TDn9tEE+dSijB0KzRLG/hLHFNpWQ85pb1eD9vMQ3B9RxiBp6CDvguv19JMXHeFGhew5m6tGIEceRw/1ogTc/UDR7TtKCkVxh1SnVb6aMbkoSTdBlGoU7Z15dofs+9TRDzw26Q0bMO35TTBGBy+PMZ1uvkbcyfpaRpzL7g4L6Uxv3SWJCyfNdhj9Y0TkW6fBTDlaF1G4xthZ6nBMv11jpgtQaE+kzlFYiiQRlqnLcWdwNlhRDhTMtR8+HSFGOe1vTYn6s/PV6vV6v1+v1ev9C/jzu7PnBYurGshmaDVvfIDNGVC87StPm/lBxu79m3KaMzJj7Y4AV5PjGkUlSM0wlUtXkriloT5CrAS/Yoz+1vH4IiHYldZDQ6A/kkzEH+yXJQ4hVfstFW9LsBlRSSz4zic8qHt945A8Vs71KmQmMH1qoQcinjkF3HqB3Y46lQLgpxVYgiZBY+5T2fcVX9y5e2NFFGnm4o7MTJnaN6Y5Zq4JsqyIpCXorERYee70llT1e1xnmESLFZJFLGNUSrX3ip9JnMFTxKokyvGdwcAiLR1yzQm9V0uQGXfGYr9YUFw8Ui2/5+p3G404hk1JMrePsMCL3H5H8JSMvZXtmY+gx3XHGH2UB9kIwS0PksU+kWXBdkkoZtmiRpwrfjFoafY1ct9zUJgweSJIYV8yRAo9LTWZuXTB1VXKngiZEZoZcWBRGhSPA8Co6c0ygZQThntnNHcWnEdnA4QdG9pHi1+v1er1er9frfXd9sJgKohWDJOfiwUAJTZokJG1OTLQWScg86jLBc4fJWEWrdSrzDC2zeZBDMr8mi3c4M51QGvPOgtw2OMkLxCyjrEOuH2u0NmEUSITGEMXrkC9VMqmiiZ4RnRK6wYDxszW2rhB3GVadkj52dMcrwkwQZAMKasrlkJ3s0YmWejwhHtjIbc1DdOSx2rCLFYajA9G85s5ysZoQK6zI1ZeM4xvS21cMRhLXaoKY3hOoUwKjwhQJh6lMNciItjF5FXEWS5i+TKRN2A1ixMlmlMuo65ZMbDntFMpKJvjSZxQs0JycsRKi7XQ2asohL3BaHTOekz7AbHsikxrGXU3VjogeZDxJIt8adOoTjaxSETG79KiihB+dTpycMYqTcLAlhHsNgx2PZw9YWUp7iHgwHsguz7GCgvLY0HGPZdsMPItEPSHJgpvTHjv7AsWQcJcu5drCSC2WrfhY+ev1er1er9fr9b6zPrw1ui4R6iVO95ap8TVuesUzr6M2W2LvkU4CTxHoZYXodGRbAyJk2Ud7SJHamGYdkMVHrN0V5VTmsC8In0w6vWSvO1RVTq5/iU2K0kVo9y3ndokyDiguCrwsZhBpJPfnZO6I2iqxuaP9xEWtFDb3M055Rm2FUJ3QfIeSW+bB7zFwW17bHbZvo9/sCCSDQ2WjNylpKjDME2NxYChaUjnAWlbsNQ0tUnhfFOiawTRPMeOv0AYt5tTg3Ch467i8eWywK52LhYrv+oRGjZJ+jrG12Nbv0ec60jjGcTOmeoFc6MSDFLd2OLg2Xe7T7PYkwwvyoYO00EjHG4xRwfGVwckccGFEtK3EqN0i9Ed2uxWGkfDtyMe896i6T6iiKS92IcphwWTvcxwOSHSNrNApHo4Yto6hqjhhi6K3NKlO0+SU0RVN3THNJyyignA5xzmeoz3riDX5I8Wv1+v1er1e71+/P4/LwXr/dvpwZ2onoeZjVs90wvLXmIQ/Q3o3YhPtUIMDqDuq+j3KMeTgNuTShtw+MBUSg+wFYXpNvUq5SRskuyT3a8TrkMWzDkV07L7noV5teSN0rOMTSpfQnhJO6YKVKiEOHu/HN8idwdhpOFNMcqkgYsBoG2EpG2ZyhoHERjKZ+DnN4yu0/QXR+QV36hknrjBag5lcwPEKSUiIxubqbIySmCQKVHefMx4d0eIV119IPD6NePWk4hcN7pnE1QsD9ZjhhBaLeIYiHWkil4O24r1kERk2tuPQui4ma6yRT2WeI/IzctVFG76g8CT8U4h6qJG/8OgGFropYbpLpN2Q/GTjdRbzbxWmpzWN5hKqBu5rn6PXEkYO2T4iyhyMg4R2nlMHOurwnGQyQ54a6PkJ2W0ouxb1pHCdSYSzJ6Ra57ErKOWCeHxilw1IrQPr+pzN15fcbqZErwSul7G/TTjRF1O9Xq/X6/V6vd6f5YNboyfzBk4dRuWQ6hHHl5dIy4Zh8ALVV9HSjM2g48FOiKqWReeyP8RcTgW3Vx1iNaZyKwz5gMgXKG9VVsoUkau8TjdIqxNtUzLGw1SG5IpBzRyt/mPy2uHFZsR+eWLtvOZAisGJEdfsrDvMp1ue8gFjX+KsqxlJCYP0jCd3xT6f4Kp3DGhhG7GJGs5fTimMz3EBZdpiRCEaDrIpiD2fyMipZZ+z1GSiWrhGTr7dEAcGqfQJtSrhWyvePyyIZR/f/BbPbMmPNY1yIL6X8JUx91OLl+U9UvdIO9AxEo1UrdGPYxI1I72Myc5SjN2QtVJidhMSJ0fKbHaxhGeXuLMtUTxFtfbk714wfXaPWs0wR+ek1QbpQsXbDAkmX1PLDXl6yUpp0ZYDAkvFWNg4IudRO+I1N3iXt5jtkKT2qdYlSrvm7NYi/82SG+9IFFvki5R3RUZ8yPEi+yPFr9fr9Xq9Xq/X++76YDE1SySyZkl3sNH1lEykTEyT2BS0Ukx3PKI8jClHMtd41JuIwbAjSO9QdZWLscIRwfrmBziJglclmAOb42DN3ZdDKtvgt0KPrpMpRYueKZh6wOm4YG6GqONHJl7Me6NgVulYXc7gyWWvSuj6OdeXLVpikGwdDM/kwX1CPdTMLIFUdZTTCi0/cl2qRAcZc+jjMOZEzNdWzMgSOKFGMCzQ9IL5+IJ2UeNvVxSjgsfsEidrqNsdkzInby3KwZ5pPaW6nmC6Jc0WXjkl3+pzGrPFOKrkkU9xVJBfQFif0POSB0PHqkrUg4wcaaz9NaQlm3nELFGImpDPlJb4+wrOvUPWlmhqzHG6Qn6cIzkZx/bIYSuT2wfMMCXWDaQixayOaEeTmSToCpem3DB1TuySHxDXe7r9iql1gaxVeEZEYQoyP+RwNBh4NZWdo6cg4hn+qcEx1I+Vv16v1+v1er1e7zvrg8v8pLzlmaMyNi1UMUN9rKilklE2QF9B42rY+ogiqDiYAY7lUNQHJMXE8OZsNi6RyDHvdogyQUOiqFqydURn7vDDJXedIKu/RTJzyiEIuSVQajZJTemNiE5zZvce+Y8b9rXBo/w15Am0AXke8DA90D43saf3TCjoTJsmTeh2NsrWxB9P2I0MRJpxOplYBxi+A2f3nOYypDBCNL8lo0LKTjyd1jTOgH0ps4sF8Sd7Nuclm0bnKRgTzz02bU4XCLpyiD/0OOwKyu0Se3VErzIYVVjnOcExx+86ysGIatzBjYpkq2zdhKHnMZ77LLIGSxI813S2wxHHuyVL6YDbtejuJ8hiwvGmwioMmjJi7AmkRxt5PGIkvscgqNjlFZabId90PJMlLq0Rh2BEFSU4+5ri+hOOZcNy+C2llvE+N5hUBt9zFNr2GbFhc2hqpigsTIWp3n6s/P3KCCH+uhDiKyHEGyHE3/8l54UQ4j/++fkfCyH+0i+c+8+FEBshxE8/7qx7vV6v1+v1et8lHyymBoMIIXkoD0MMs2Z4acFgRNNtGGhTwvacchSx6BxE17IbP2GOOnQ/xysPqAONi1RnmK+pxDuCmx21VTCOJ7yyz3FiB80JaB2VY5jR/OREfAgZNoJrcw/BA6ZVI3uPMFc4nGp2joE2GHEop0iBjxMGJKeMz7c1hy9k1PyCnaaQ6irLtxrrwkX1bQbDgsWwJm5/QueEPEgZzWZIN0hxlg03357h1jumjHEsm/hoYkt71C+HvPhaYnE5RnYb5CLGMjLSHJIqY3NSuZNdilGHLr1FJqGKZpRyRzgwiFwfo1DRdjqD6iXIDS9nYxaWTxNLtJ1L2DyRVoLQPlIMFuyy77PqMtRlQleDqstURsVQ0sBtsM5y4koiS/8IUzlnJgTaUCZONHbp71I3Wxw5ZZzuqYYqzW1NkQuM8IL8lHPdmER1ymPxnqb9FvG0xqxKivjIt1XN78vf7a3RhRAy8J8AfwP4DPgPhBCf/alhfwN4/fO/vw38p79w7n8H/PVf/Ux7vV6v1+v1et9lH17mJ0reFgrtxR9DlmCuP6Gpat6NYd6YWJHAkgWVNcb5YkU3Saj8K5InFalrcf0Kz4uRA48nw+U+g09PCo6pEFYdp3zMRLtFzy1creLwAqx0gTV+JJY/ZVTIHCWJwaFFlVTwFEaKRJXEFNeC8GnK1XHG0f0aa90gPXMJRy2vHwv2icXLs3c0jzlVNubYSnRKg6ZdYbeCZ8kdipDZhS+Qjfdk51ueNTJGsUF+Uhl6M/LdIxM743FgIa0E3byBtzWyO2FcddwfW64VQWv5dJ1gOZgwRmF/Kvl+FhE+izkVQ+y7jFfGM6IyQYmfkR8b8m6HY1zhNm9ZTW7IszuaHG4Ck7rJKVSbOo64cmPWW4m3Uoclp9jaDFUaYpUHNqrMs1GJqAyEnrEVAuvdgPKlw7dlydlojFK3jIId5UTDXn1OZgzRy5RDYyCPhkg7ncmlQfelQHpxh7r36ZL6Y+XvV+W3gDdd170FEEL8l8DfBD7/hTF/E/gvuq7rgH8ihPCFEGdd1y27rvt/CCFuPvqse71er9fr9f6U/25nwvf/6//xv+GZ9H6ZD3amNrlPMTLh4HOef4oTVjj2Bk2ySbMdql4SrRXMQmM4lSiUDPVBo1YStDhGFhBrIF8rlOmB7+3eU28SjnJGXIaIyz1NNUdkU/LWZWieEw4kTtWIy0PJJtNRmjWB/J59FBMqWw5pyUb2iTOFwU2G0DY0mUu1MPBSgf7FE0kgU1Q+9w9TlPkZ23pCcpgRlCUb02PVDbg1BWE3QwxSjg0MFZ8H8Yy9euInisQfminasELVZVxtgmZmeE+CtvGZfr9iPPa5tgS1tmGsfUuZN0ykT9ArCz+/Y21KiJ/OcY4eqim4VwOk+MiOP0ROC3xnTST9mMzv0B5rkJ4z2up0wwXJYMZG2ByMLd9UFSI7Y5576OYM/X5PGyhIZckLeckxjPgpKXF1QulkqkYQtxWDsuarIkCfhhzPBmythPTlcwx3xFeFi2lrjA5jNMNF6nIGYkp7/D5GoNNtP1hjfxdcAPe/8Pzh58f+Zcf0er1er9fr9Xr/XB8spp7yAe0KjHLO/mQT2WM8T8OWH/GVDXmogWNi1jsaxUE152ytCk3y0ccReRChRedYhyu+Nx+gdBayIhHPB8icoXXglxIHO0TPGzQloXELqvaOSjLp8j35g4O+mHN9XnCu+6hVw/mq5tO8Qc8FclLQRTWDoyC7rLGvCyxDp+t2fHJuk4sNahsjXdrYRwP3lGE4SxaKTBUcMY7fYs8rin1KsH+PUUy5mu74XhJwppk8tCmVviUMTSazEuNcsFuXROEtdgCNPWSzrymNgpMpSJqK7nxBFExJrlI2w5BaSrhQAma5zFlpMR02iNEZbjxmfXSoBwaOdKCwDRK1ppFH3DQSJ81nUFrMgh1yXlAlKbk/o1Y3lFbLTv4hUT5GP6jcdpc0aUV13kJTcnk15Gya4oZ7LswE+yCoftKidjbe6xSnkUkyeMwsmk1DdlGwKUoOVynGr33n75n6Zb863P0rjPnwmwjxt4UQvyeE+L3tdvsv89Jer9fr9f7c63+rqdf7s32wmNLdhiSTWY72lG6CLDpOexgWDqW1YObleOMNR1FSbwvqRkVRW7pMIonmbN2SzV7ja+WBTdPQuDaK3TFKBc5iiyl/jVad0Ks9uV5RRibG3kFaj8jsI0mXcsqGBKrDWjfRd2uyuiIb+jztct4eSpaJTy0dCG2Bf6jYPXVsJh7u8453foZufMbEAJMIXR3iFTWlcsGjoWO5NeHUp22eMYmGzLQUbePSfD5mVLks1wpaKtCtB6zRht0sQktKBpmDafgE7FB2KrFmsz116Js7LkSNU+yoxiNeBCZnDwnOlcnXqsLOONG9mLMemazCBqOxGZVrbHWNkdiY1xKHoqQpd9RJjHJn4GtHvjmveG3lvD7pXCUyZmQSNz6nUmWotZyd+QxOEt7awQ4ucR4HNEuZ2eM7yqPCk1dQjIas9Aw5yXACwTun4eQ/UT7bM1FLAvmRtN5g5jOc4JfVGd8pD8DVLzy/BJ7+FcZ8UNd1/7Druh91Xfej6XT6rzTRXq/X6/V6f3Hd/P3/qi9av+M+uJ6rDdfIe4Wx7mLKKon+SG0MkGsZ+7xD/bqhdmXujQE4gmmzoGk2+K8EJAlteE45WyMHQ5rjCU020JVL4nKJompY1a9R1BVUL6hbBcnJ+LSpeOfkbIqOUbsgU7/C3U0RYsiFPCUbFZQnmbneopTQTlM0cU1+aqjHMpab0CR7MmtP5X/CKVRwyicOrorRBCTKkPPjE2rWkolLJm6NmqjMnAhVv6B4UXA4aRQNdJZA116wLyr8Vib+fZdpk+JVW+4WQ7T9NaWUIo4G3zdjlNMYe6ry2EV490syJ0RqZLrbkrmVEBULbvKQ8CR4kuDbbM1YmtOMW5pv9tTvJpzPc9ZmTispqFpFtlG5OWv4o3GM16lksobVxBzbE7I15MdKi7UPEJcS1WnO/llA10hI7Zg6nnGwpwy7LZZ2RXF5wdPxjoyC5K7k3NVRvzJ4Myxprbd8374hTxIMp/hY+ftV+V3gtRDiOfAI/C3gf/Knxvw28Pd+fj/VXwWCruuWH3eavV6v1+v1ev9m9Pdi/evxwc6Up6ucDT287Imuq/FXL1nXOWFesNyXdBjEpym2luPP1lRqTafFcFyzUjxO2pHrpU3RpeSdzSBySdUVjR0jC4lGKjjc6NizHGcoMWgz7ux31HScZzJWcsuVPSb6uiLd3rGTf4YTbthbWx7NjqLZIzUVvhPzA12mKk/oquAgRRyLBd9bV1xGHUZrcbG9pilrZCK+7CQO3x8ivdywjY9kS5VcuSA9Ntx6IB83tPqOkXFAck4sKolvDiZ7NyBSFjyZBp25Qe82vK5gokwQiUqmxdxnPrrmY8gttfMJ5vCcYHKJOpWYWxGjTEHtIopWYOugTOBw9MhmJXGjkh4v8dYudWAx61Ikd0apjSHzebQSQrHHqNdcKR3aMGLeaXjtGD0fMxmv8QtBLt0zaLcMrmouRhK26RKJRy66HbYtU+x1Xlxn2JJKpbak6YTk+IKmGvIguYSa/5Hi96vRdV0N/D3gHwNfAP+o67qfCSH+jhDi7/x82O8Ab4E3wH8G/Ef/3euFEP9H4L8BPhVCPAgh/ucf9QP0er1e74NX7Pur+b1e78+LD3amOr1l5GZwPOfJ1mhnT8zbgtpxiXONp3KNrlSMiiPDvcZh/hOWkY90dDGbBaqcc/ohaGHFfvkef+iidhOOZkdTZHQbjUxteFUlbNWMqBugxRXSyCRdj0iliuRMohkdSJQhRmjjaEMu8gFG8A1RqtP4OZQSYd1gKlN26o5LyaIsO/6wgDNjhdHatMOK4blJuZS5iFeY6Q51+xlOe2L/8pGibsm0AiV9zb5ckqcKqpCgbgjskptzFe2hIb1Ych6NaNuMfdvxYJi8u3tk4jrM9IzT5o9xZGi6C7qs4mA2SLsE3bMoNZWvjY46E6jvXPxXEss4QS1bJDzGbUdUpwxMEynoiKY2TSgzfDwxuW5AndNWd3TKOZfrjLWlYlIhaAlCH1HMqeSI82xCJmmc4ikv/YA2SND1BUGXM5Y26JJFGuXkrYJxHfNsaWPcOWTiyLOJwyqPP1b+fmW6rvsd/qRg+sVj/+AXHnfA3/3nvPY/+NXOrtfr9f78XBX+8zKPXq/X+y76YGdKIyEUOdtXQ8zoEU8oKN4FjhRiaBXOqxG6FZGaDkFoY6wHXDYbhAjQw28I0x2PCURRwPcHUzpzQF1JnK2G6C0IRWIqw9ZZMEtHyPuENM5A03CUBMvOaHZPSOUNdlujKi12uwHjc9QfDBl92rL1xgTiFQ/GgfX6HUIbsjM16Bo870hmzCheLJHMB6KyJJV1pHSGvrVZ5RJPjktYtsRWw8C2uSluubjZ8VJkaPaO2pPAszmMZOLBmE9PPt2sIWWK7J7YKTsmlzb+Vcx+LCG5EZlVsntxJJC/ZNulGH7LYW+TbXTsNKFa7XEmT0hhxitXZyYkaCxqw6ZwQlT3RPZJzV4VPDMmlGLA0DnD/wY0aczhoPK+O0e63RG7KvYUvKHgnhGSrGFtFsg7F0lv2MgVp5uWnbyHoIDwOYZ1iWnE0BWom5ynQcTxPEIVMptSZi5NPlb+er1er9fr9f7C6Luq//b5YDHVNHOqsU8sKxwnC0Z5gBjqoFtMMxVZaWgvHVIvJzrccjqd0LcT1H2HKVyeD2T0dMN4N8IoZjjvQgrhcDMbsfcbVsYaU8+xy4yDrLGtGuztAlOKyB2d5iTIz1TUxTty02EV7vn6KaR6lNhGERuvYa4KrNsd09U1F8OKozixCCS6/QDp1BKHEvFySJpM8FMVPVHJzobcLjyG6RJzZ+MLF2+1pkoTVNckD+csTZsN5xipQftkYOUao3FObN1xOjY0VUtnzlBME8Mb4bQVzUEnrz7F2k2ZGR0vp9dcNCrWV0OCpxSNMY+VTXF+ic6CTTNk1SzRR/dIxQV1XnG+DBHvJeLdlqmc8aX0wBejNW9PFYepYHAy6CZPdPZ7FtIVlyuT47sA8+EOsXiPs13RuF9jGztmasw0Uki+bLm2Ggw1JWg2jN9V5LxGm3S0gYGzHhMdMvjEQroacqg+Vvx6vV6v96+q/0LW+xj6nPV6H/bBZX47s6LwWuZPtxj2cwJJcPnmGzaLhkr16I4txaPB5WtYGZc0us3AjlBlH9lyOR6WXI8alIXFF2UCL0Ps+ie8O4R8Ojrj5L1ivy8wd19SzT7B9R1YJKhhzXFYoqQJg9sEwxuTdQeEkPDORqjG91HNP8Y+uOzqBPmzCkeWiIMXONsas7CQGpMCmWeqoPRt4k2ArwtMueUwTxhEV4SzE7VecMglfpT+OqFS8f7bLce9w+VfiuBYUKZjzCZm8nnMyTAJwpZ4IqFLLpMiQJVLsvbEXTYhnfwhg+A3ySQTLz1S6hNcJ8L/LGTyU5ndsxUzXScIToStwsDyMQKP5UjBG3+NU3RshE9XO+y0I3rXYLYSrxyDTORMsiF30w36cI6zkvgnYclfmygwmjHUBaf3KfLNkO3yyFU6Z1e2xM03jL2K97nL807HGMg8KDXTsKQefMpRuseqU9yhhVnsqZp7lOqDNXav90/1y4N6vV6v1+v9RfbBYuq0rPhh4HG/3eKo79DPK1Zrm3TbMFAELQrlpUOYm+gXBUa9Ie0G5COL5SplcN7xZA/Q118zazyaBw3DGVAzY7VMaLWvcJ0OpZ1w8CpmB5Pc+5Q83mF+k9EkFzTVE/r+QHK2QExbzH1B631FejyjKW6phMOklrmV3nPV/YCBcSCaLlGSl8irOcIpOVYFnZ3xGNoYecn0mz3Z+RNh+RyrPDC/bFniEgxPuAeNafKA+fY3UUh4P1xxY7sEA5e0OOItJSRkJC3hsGrxPAPpTEE5BDjFFUM1R7I80viMvZbT1R5B3DJ7JoPe8VUo81IqKYMhomh4NAxUrjEGWxKxY/61j9gGdAOLNvQptgWe1SDbOSkZzs8kBp5EXUz5Te5JSomGBnUh0cU5d08DJGXMV16OLEW81GvixMEaBFw0NfdbHcVzSTtBGvwEZzrGOMhkrcxaCCzJIeo7U71er9fr9Xp/bvUXM//8+PDvTKkJBz0iGVdkUxNrr5H5F5SDGUU6pxFnKFJEHDTMo5wgNZEzQZHKKF2LVWhY9YLOGbCyBZaQ6CQNaRAy92fI8pxs7nKcGTjbI58XEkWy5kRB6ESkn2V4z2bsVZ+5aiKkjGZ+zz7bUaQ5m/1zBqcDgVPjlNecmhpJTzm1M5K0YSoaTk6AkttITY0n1VSqzHZ4gxi8ptENxE2KxBLdbBgVJrLiIfzvEZaPVI7MDJdCiYhXGvlmhLGYoLHHWK2pzmpyobLdTMktHWlqUyqC9nFDo1fchDpesicILCr7M4K9hWWeGNYHDGVFV52YBi0v3txhdA2je4XENimvPVQho3shdiWTbw2K3Yz6VIEkQFFRxhrdVPCklFz5Lg/HhOLiAruTmLkJhvaE5iW81ywC5YKLB429q6E5z5FFjmML7LMRddAgdyes5wZeceIsktFV+2Plr9fr9Xq9Xq/3F9C/LfePfbCYGronkjjj2cHghbQm7cYU5QEpuUXTdnhmDOYDg/KRzVbFO5YozYkua7lUJYqsJd7dY+4knuFTXryg0kra7AVpMKZIhqy+nuO2c8ZDm7N5hMcJ2dvRfmKyCAuq8kB+NqSbPjFtP0XZnzHJYFAXDM0/pB65PEsW+EMPa6gRv3dxdRn1pHArJWwOZ+h+QjvSCYYDJo5Ctm1QdiuKpqPOFhy+eUUXxzSRjttldErKyDsnVhsyOWGZy5T5mm48ILkfEVqvKZQx8nsVMzD4ZPozZm2NUQq6rkK6vGC18rgNEgyRYdkNx9UXzBuJy+MVP40+QVwbqK6PbAo2Y4s73vKgLQjHDgwrvPSEUksUlwFVl3HwTGbThtyUME4HpPQnaPs5fzmKePP0FqcxafcNpaYibSZY51MWOxX1VGNtNsRaSbw5IzWfCKQ5b1sH9j5lpxCPtzTrgn36nEI2iK+tj5W/3r8m/7b8h9Tr9Xq9Xq/3XfLBYipXBP7QRTcFT1LD08UOI4BMmiM9k8jDFs2YszybkdgywUglUucUXU5QlWQ/rdBli8LtMI85xvs78scK45gQ5AGOfeSTfUaxfqA+6Ay/iqjKCeZjS/fHCW3WUUw7nucHrPdDjNVPUIXCWSbjjyW0mYF9dFi3G3K+oZC/xHE65PgR6zceuR3oWOId9SpGfmsh3xfsxZL4Vc5SS/DGR8ToxKUSs4xaJmlKJisoXc2Ts+FknJDaCl9LYCox9AvKusWbf82eEHeWkagr7oIRYeyzzzJWTsIyKTm7OOIpMcpcY+AfUZ2M1URhoywZyh3G7/mYP9Fpuordk4t11JDlE3p+5KKOUdKUalmg2RqukTGrv0WvJPyRxW7oE3VX4B84XYb48ynLpsIpOpxRjC9kjuuUvV7i3YYUWxl780BV7+keNeZ5yaJbkUsq42lDUSgUWQJKTmWVfHJ687Hy1+v1er3ev3F/kS9I/UX93L3evy4fLKbc5gqBzsMi55wBi2XNRd5wWdhkqUaoluSrEfbRxhjULLoc75Qy7g6URosyf0ZVShy7knvjLY2dMScBW+L7M0FbHcnPJPKDxRu/Jjcd1IONcrZgZni0RkK9MXjv6ih+R4xNZOQ8Gga3UcKxHpPuM5qdAK0kTq/JdbCyGekKZmpJeGuStFe0jk0zVKH0aFctftIyLEvmP21w0oyJkrHSUrpuRzeNELmLvhkQ+y6sHKbRa7JNzWKRUP2soNIhlg02Q59WDSi8nGG5QFuPmWQrmrplMXEoWwVnYyEnZ1hNwI0jCPKS5OyJwD8xGatYLwtisaDNCtywoWkKajFg7zVMDzUjZ4ScNWx1m0Y+oXgr1MzAPHmMbq9ohxJpFhNPNsSBTDlZsygCUDpWcxX1YkzSfY9C66herYgyj2gLIyniaW2THGsUEXI+ipCOMvXqs4+Vv16v1/un+i91vV6v1/uu+WAxta2gKlom9zp6ZVHkDt/MWwaDgHVmcKwipGbN0LfRVZVI6Aw5kVU6CgamfkK5b1ioNq2u8ji3+PJmykFa8/4YI+UdVVpx4chcjCE4H5AMvkYxH9FoGOUW021L1R7I2gZvdoZR2LjyhEWYMjcams9K2qlNt53SuA22byOHFbU+Q9keeX5WY4wi2vSAlwtCuWQkFSi1Q5A5PFRjavs3qa4/RZkt2Fg/5NF6xkYJ2A9/n3kWUts5sRxTP8S8L1uSl2NePXcYndXMBPhJjh4/Ym1WFJnDgytRWDGnApqtSdbEpMOY66bmx3sX3A5vNsT3Q54aCzNzsH2dqEtIKpX7zZB4OmEsT8gUiZMmyC9GpPscKZJoTYVm9DOWwuOuMrC3BjP5giIeoWOxFSlacSR9X2IFnxKUBdKrCGG2yDsbY3qik55jhFNMq8M/H9FkL0hnJpWTEHp9Z6rX6/V6vV/mn9fF+lVfDPiL3D3r/YvpM/JvxgeLqTNVIUsTvPH/t707jZHkPAs4/n+6+r57eu5jd3bXu2uMJTCxbJNICBEQDpeRAMlIiUMEikB2CAgJHPjAVyMhRJCCI8sxJCJKFJlIWBAIYJACEviIbeE7Xq935z56uqfvq7pePnSvNBrt9HT39Ewffn7SaLreqrfq7X7qet6uqk6y3xA8F7LUwnU+qFpMrLxPIhak5E2yU7qOzOUpOufZXFjGidxDIWBjzwrRJT/lWha7bMFagLsrYPkbYEFkcpLg1Rr4blLaEvymirsSpL5t2C9HeN2VZPvuALHqeZysIVi7Rqzix3EV8cdi+LZm8aZ3qbhvkphKcKlqU0hbvHMuj6uySS0EdatO7cU6icpdlIyNncqwUPNQdE9jefJEQ1n2AxkKtTWczGtM+3NEPqjQmKlxoRon6/KT809SNWuEp8s41SjBWpxALoopz+KTErsum92Ql+Cyh+nJdax4nIlylII/zZbk2fEXSEwIhakqvtlJ4pNQXQ9S8nuZi9cx3v/D3s8RDSRxJ26Q8V8nXlwn5cuR9q2Qq8WxS2nc1QxFTxnHe50JEyeztMdeOEfB9iJ2ikioQjbmJVNIslH5CDMXF6lctalN5TE3LrK6usxUZAbfYhmm0qxYWSY8Da5sT+KOV6iv+thOxtibyZ7V+qc+ZHRHr1R3znJ7Oa1lDfN2P8xtU6oTt1uHdb0+W20fjS5WGTtWIVcFn6mRsS0SKQ+VSWH23CS7q4I9XyJQjEHBEN9y8NdukvXuQd1PqLZBLjxNIhdkiTzX8kGyniAh1mh4bdLGhbO3gBNM4q1GKRjBXnqDq8UIDX+RsreAN2/hm8sRYYK8z09tV6jnHarJG4QnZmisLxJcj5FNeyhF83hyOa4GHLbrAcIRqG4niVzeQ6a2mVir4J5OslGL43f5MaaAO+mllm4wRR3/4l3Ud9LsOVXmKw7bIT8ThRBxI6R9UQp2hnA1SxWbzWyWSO08ngAsGC/Xah5+UMoSjqyzvG2RrvrZvXCeYGQXd26Z7I0CLn8Rn/Vf7JTjBOM1QnUP2c1ZfNU4ZU+NcMhNdiVGdSpM2rXKbMbGG7qDoneVUr5BwJomho+t7SKumBDd3WM2tExuLUM47FCo1olsWyxOBNn2VtnFhZ3ZwvElyFsp/HaFohFK21dY9O1S99epzjd413ZolA1Fl4PdcHNpr+1qoVTXdKfemeXH/2lgj7nVx+wOr0GuF2dB170Pl3GNdz/fVy/zavdt6SA+63GN8+20PWv2pYqcI0I+7MGZ9+FsuQkE93EHYWsvTPl8hajtYT1ns1APY0/l8VRK+Dx5KpU5TCnBlBWg4CuxXQ1Qi3xAxjfDdNCHVOtM+uI08JLOR5jP5ohYBVyxMGuNEosN8ExMUKquU63MYXx7mNf8bC2XcUuJSREqmTfIbyYJhstUw9vUrAj12B6u3QAL01l2cJGbtSk0kiSzZbJ3Rim+FsTvKSG1BpHYVfbc32NXFnDZcKVYJmaHuaORJLVlwPs+meIWrolLzGbSNBrnKLpX8BSTNOqTZNnAtzZN1ifMzrsxMR8Jb4iUe4Fcahe5WSfvCjLns1ifC7JYEDyVOt5KGPIWjYYP39TbZItR7AthEjt1PBGHsge8/gV28ytEnFl89RL+jENcaiTKFmb+AvuVNS5ORNnxvkXQFWU7F8G6UEaKm2SNTb4eJxCK41hVXP4M0+EA4YZDth4mWi2RTeaozu2QLoS5Z85DbjuPt+rG/UGeVdfVs1r/1JD4MO30lLrltJOUdtvVcR0M2gExXI7bR540XidZV4bBSU7+b9U5jWREqbPQNpmq73iRaJxq7hql9AThaIiMUySQd5OvWizXKuwUKoSnlpDIddy7C6Qid2LCeTxbbrLBm+x5I3jcQVz1OrPuOLVcg1rsEhnbYWZ1mzJpAt593rvLT+OGEK07lGWJjYkyrkKd5XKAVz0VdpwYl5MFwjsB4q4C8WwCscqYqSoFn8En+9g3HSSWZPfKHvaGD38gQrmRYykepFZo4K0WCCUMdTtH+lIA936ewIafi1O7FKMByrl5KnEvJd81iAWpVWv47AlmzSqFgB+v+zoRzzSF2tvY+SXi58Ls227ioRLmR8+z9eIbNKwa/i0v82EXNyLX8DlT7K4YYpIh4CQoBeepeBtYxRxOZBFPfIaQk8beirAaiRBrpLFKW0R8fianL7Md+QH+zDz5SIOdUgKPk2JvxUXEu0Qm7CNZiGEcw+Ksg10NkM3nKNXL5LOGib0twheTYAuJkJAqLlBp7OGv5UnvTBEJBlhKJUmf85OY2SHtKuF3QiwUls9o9VPjbBR60zs5gRn296DUuDh4AqzbnToNg96vDyrJG/T7Hndt75lyf9TPxryFCQSxJgO4V96nEZnBtVBnbs5mt2Yz6XIzky5jJEYxv0+ttkFjxcN0ZY2QXGTDCpCPO0gmhmflTvLuMLX0Kt7NNRKVINash615Fyb1FpbfT9AJEcvt4XOFibnrFCeqxEyRRDXPhsvGNR+DmSl2Z+OUGhHS0RChsAe/+xIej4eo7eOO7Bzzxkc1mybeyJOqZNmvu0nhsL9UJVX0kr9exCldoVKzcBXPMZ1NUNvfwiqniHiF6J5DdGMKKwpb5SThRpDNnJtsJgv5GZLM48HgmiiSy9zB9r/ncVJlcusJiLso1l1QnmB2P0nUglQ9Qm3K4lI0RXg7y0S8ih8HJ1PgRngLZ66Cx15n3/ITDE6ymMmRtd7Fk6vjqWZxvEXKoS3WSwa3r4RnPUXKLlB738vNQpC0J025YlEnTqWWoB6IsLUYIVvcY2GtzvtverAzFULVBNZ0mQuJbSLvgO1bpx4qUdoMUVi/wsp7Yapm46zWP6UGot/Xk5/G9emjdM17P9o6Ku91GJzFunHay+hl/qOwTQz6ZPnW69OOXbvhfi+rm/n3+t5P43gw7Ouq6p+230x97pE/kbNqyOD84qAbcCZ+ZdANUEOpk2+Puu3ROnxQ73TaUe0xO40katg/i0HGTXtYO9PPGH2YP/NOtu9O93Pj9Pn1sp866nM6al5HHUv6/Tl2E+NxiaEmev2lTxpQY0lEHgS+CFjA08aYJw6Nl9b4nwNKwG8YY17ppO6wOY2TeTj+2v2D428dDDtty1kkDIM6+I3bQfe0nfVN06cx737P8yTb9HGfZz/a2un8+pGI9KtOL3pdTjedVEeVt6t/km+Gjpr/4TYf177jpjmr/V+nSdZpdBwqdYsmU2rsiIgFfAn4GWANeElEnjPGvHVgsk8Al1t/9wNPAvd3WHdodHNAPumBot83zHfTm3vc++lHz+JZ9U62O5k5iU5u5u60/e2S5uPqdZKE9+Nm+9M6Oep0PRm2E65+JiX9OEk+68s+O91H9Cuh7LQ9nZbfbrpuOqhO0qZhc5btPOl61uk+8ST7tVGJW6dG4eqLbmkypcbRfcA1Y8x1ABH5JvAQcDAhegj4mjHGAP8rInERmQOWO6g7cjrtyez1Er1+6KZNJ3lcbLue+6Pq97LjPzzPXg+QBw/GRyU23fRid1ve7XpwVOLU6fw6XU4303Qb88PjjzoZOuq9HZ6+HydcvY7rZ53j5tGPDote2tDNJWKdtKebbbMbZz19u31Eu+TzNNrST910SPXSMdDpPv+01pN2dU+aiAwqMTsuNqOeYEnzXFKp8SEivwo8aIz5rdbwp4D7jTGPHZjmH4EnjDH/3Rp+HvgjmslU27q3c++995qXX375NN7Okcatt0oppZRSw+dwZ0+/vzU9btm3DPLKABH5vjHm3tuN02+m1Di63YNTDvcaHDVNJ3WbMxD5LPDZ1mBBRN7tuIX9MwmkBrBc1X8ay/GhsRwfGsvxobHskfxZ++GzXHarbBCxPH/UCE2m1DhaA5YODC8Ch5/3ftQ03g7qAmCMeQp46qSNPQkRefmonhI1WjSW40NjOT40luNDYzk+hi2WbX9nSqkR9RJwWUQuiIgXeBh47tA0zwGPSNMDQNYYs9lhXaWUUkoppfSbKTV+jDG2iDwGfJfm482fMca8KSK/3Rr/ZeA7NB+Lfo3mo9E/067uAN6GUkoppZQacppMqbFkjPkOzYTpYNmXD7w2wKOd1h1iA73MUPWVxnJ8aCzHh8ZyfGgsx8dQxVKf5qeUUkoppZRSPdB7ppRSSimllFKqB5pMKTWCRORBEXlXRK6JyOODbo9qT0SWROQ/ReRtEXlTRD7fKp8QkX8Tkfda/xMH6nyhFd93ReRnB9d6dTsiYonIq63frNNYjqjWD7Y/KyLvtLbPH9dYjiYR+f3W/vUNEfmGiPg1lqNBRJ4RkR0ReeNAWdexE5GPiMjrrXF/JSK3+7mbvtNkSqkRIyIW8CXgE8BdwK+LyF2DbZU6hg38gTHmh4AHgEdbMXsceN4Ycxl4vjVMa9zDwA8DDwJ/3Yq7Gh6fB94+MKyxHE1fBP7FGHMn8CM0Y6qxHDEisgD8LnCvMeZumg+QehiN5aj4W5pxOKiX2D1J8/c/L7f+Ds/zVGgypdTouQ+4Zoy5boypAd8EHhpwm1QbxphNY8wrrdd5midsCzTj9tXWZF8Ffrn1+iHgm8aYqjHmA5pPnbzvTButjiQii8DPA08fKNZYjhgRiQI/AXwFwBhTM8bso7EcVW4gICJuIEjzNyI1liPAGPM9IH2ouKvYicgcEDXG/E/rIWNfO1DnVGkypdToWQBWDwyvtcrUCBCRZeAe4AVgpvX7ZrT+T7cm0xgPt78E/hBwDpRpLEfPRWAX+JvWJZtPi0gIjeXIMcasA38OrACbNH878l/RWI6ybmO30Hp9uPzUaTKl1Oi53TXA+ljOESAiYeDvgd8zxuTaTXqbMo3xEBCRXwB2jDHf77TKbco0lsPBDfwY8KQx5h6gSOtSoiNoLIdU636ah4ALwDwQEpFPtqtymzKN5Wg4KnYDi6kmU0qNnjVg6cDwIs3LGdQQExEPzUTq68aYb7eKt1uXJtD6v9Mq1xgPr48BvyQiN2heYvtTIvJ3aCxH0RqwZox5oTX8LM3kSmM5en4a+MAYs2uMqQPfBj6KxnKUdRu7tdbrw+WnTpMppUbPS8BlEbkgIl6aN2I+N+A2qTZaTxT6CvC2MeYvDox6Dvh06/WngX84UP6wiPhE5ALNG2lfPKv2qqMZY75gjFk0xizT3Pb+wxjzSTSWI8cYswWsisjVVtHHgbfQWI6iFeABEQm29rcfp3lvqsZydHUVu9algHkReaC1DjxyoM6pcp/FQpRS/WOMsUXkMeC7NJ9Y9Iwx5s0BN0u19zHgU8DrIvJaq+yPgSeAb4nIb9I8Gfg1AGPMmyLyLZondjbwqDGmceatVt3QWI6mzwFfb3VMXQc+Q7OjWWM5QowxL4jIs8ArNGPzKvAUEEZjOfRE5BvATwKTIrIG/Cm97VN/h+aTAQPAP7f+Tr/9zQdeKKWUUkoppZTqhl7mp5RSSimllFI90GRKKaWUUkoppXqgyZRSSimllFJK9UCTKaWUUkoppZTqgSZTSimllFJKKdUDTaaUUkoppZRSqgeaTCmllFJKKaVUDzSZUkoppZRSSqke/D+o+5O+CpvwIgAAAABJRU5ErkJggg==\n", |
| 128 | "text/plain": [ |
| 129 | "<Figure size 1080x180 with 2 Axes>" |
| 130 | ] |
| 131 | }, |
| 132 | "metadata": { |
| 133 | "needs_background": "light" |
| 134 | }, |
| 135 | "output_type": "display_data" |
| 136 | } |
| 137 | ], |
| 138 | "source": [ |
| 139 | "def plot_result(x):\n", |
| 140 | " res = model(x)[0]\n", |
| 141 | " cls = tf.argmax(res)\n", |
| 142 | " print(f\"Predicted class: {cls} ({classes[cls]})\")\n", |
| 143 | " print(f\"Probability of predicted class = {res[cls]}\")\n", |
| 144 | " fig,ax = plt.subplots(1,2,figsize=(15,2.5),gridspec_kw = { \"width_ratios\" : [1,5]} )\n", |
| 145 | " ax[0].imshow(normalize(x[0]))\n", |
| 146 | " ax[0].axis('off')\n", |
| 147 | " ax[1].bar(range(1000),res,width=3)\n", |
| 148 | " plt.show()\n", |
| 149 | "\n", |
| 150 | "plot_result(x)" |
| 151 | ] |
| 152 | }, |
| 153 | { |
| 154 | "cell_type": "markdown", |
| 155 | "metadata": {}, |
| 156 | "source": [ |
| 157 | "> Even though it may look like the probability of one of the classes is much higher than the others, it is still very low - look at the scale to see that actual probability is still around 5%.\n", |
| 158 | "\n", |
| 159 | "Now let's chose one target category (eg., **siamese cat**), and start adjusting the image using gradient descent. If $x$ is the input image, and $V$ is the VGG network, we will calculate the loss function $\\mathcal{L} = \\mathcal{L}(c,V(x))$ (where $c$ is the target category), and adjust $x$ using the following formula:\n", |
| 160 | "$$\n", |
| 161 | "x^{(i+1)} = x^{(i)} - \\eta{\\partial \\mathcal{L}\\over\\partial x}\n", |
| 162 | "$$\n", |
| 163 | "Loss function would be cross-entropy loss, because we are comparing two probability distributions. In our case, because the class is represented by a number, and not by one-hot encoded vector, we will use *sparse categorical cross-entropy*.\n", |
| 164 | "\n", |
| 165 | "We will repeat this process for several epochs, printing the image as we go.\n", |
| 166 | "\n", |
| 167 | "> It is better to execute this code on GPU-enabled compute, or reduce the number of epochs in order to minimize waiting time." |
| 168 | ] |
| 169 | }, |
| 170 | { |
| 171 | "cell_type": "code", |
| 172 | "execution_count": 4, |
| 173 | "metadata": {}, |
| 174 | "outputs": [ |
| 175 | { |
| 176 | "name": "stdout", |
| 177 | "output_type": "stream", |
| 178 | "text": [ |
| 179 | "Epoch: 900, loss: 0.5220473408699036\n" |
| 180 | ] |
| 181 | }, |
| 182 | { |
| 183 | "data": { |
| 184 | "image/png": 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\n", |
| 185 | "text/plain": [ |
| 186 | "<Figure size 432x288 with 1 Axes>" |
| 187 | ] |
| 188 | }, |
| 189 | "metadata": { |
| 190 | "needs_background": "light" |
| 191 | }, |
| 192 | "output_type": "display_data" |
| 193 | } |
| 194 | ], |
| 195 | "source": [ |
| 196 | "target = [284] # Siamese cat\n", |
| 197 | "\n", |
| 198 | "def cross_entropy_loss(target,res):\n", |
| 199 | " return tf.reduce_mean(keras.metrics.sparse_categorical_crossentropy(target,res))\n", |
| 200 | "\n", |
| 201 | "def optimize(x,target,epochs=1000,show_every=None,loss_fn=cross_entropy_loss, eta=1.0):\n", |
| 202 | " if show_every is None:\n", |
| 203 | " show_every = epochs // 10\n", |
| 204 | " for i in range(epochs):\n", |
| 205 | " with tf.GradientTape() as t:\n", |
| 206 | " res = model(x)\n", |
| 207 | " loss = loss_fn(target,res)\n", |
| 208 | " grads = t.gradient(loss,x)\n", |
| 209 | " x.assign_sub(eta*grads)\n", |
| 210 | " if i%show_every == 0:\n", |
| 211 | " clear_output(wait=True)\n", |
| 212 | " print(f\"Epoch: {i}, loss: {loss}\")\n", |
| 213 | " plt.imshow(normalize(x[0]))\n", |
| 214 | " plt.show()\n", |
| 215 | "\n", |
| 216 | "optimize(x,target)" |
| 217 | ] |
| 218 | }, |
| 219 | { |
| 220 | "cell_type": "code", |
| 221 | "execution_count": 5, |
| 222 | "metadata": {}, |
| 223 | "outputs": [ |
| 224 | { |
| 225 | "name": "stdout", |
| 226 | "output_type": "stream", |
| 227 | "text": [ |
| 228 | "Predicted class: 284 (Siamese cat, Siamese)\n", |
| 229 | "Probability of predicted class = 0.6449142098426819\n" |
| 230 | ] |
| 231 | }, |
| 232 | { |
| 233 | "data": { |
| 234 | "image/png": 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