{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "_os2SNaj1njY" }, "source": [ "# Image classification from scratch\n", "\n", "**Author:** [fchollet](https://twitter.com/fchollet)
\n", "**Date created:** 2020/04/27
\n", "**Last modified:** 2020/04/28
\n", "**Description:** Training an image classifier from scratch on the Kaggle Cats vs Dogs dataset." ] }, { "cell_type": "markdown", "metadata": { "id": "hEPiUEtj1njZ" }, "source": [ "## Introduction\n", "\n", "This example shows how to do image classification from scratch, starting from JPEG\n", "image files on disk, without leveraging pre-trained weights or a pre-made Keras\n", "Application model. We demonstrate the workflow on the Kaggle Cats vs Dogs binary\n", " classification dataset.\n", "\n", "We use the `image_dataset_from_directory` utility to generate the datasets, and\n", "we use Keras image preprocessing layers for image standardization and data augmentation.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "vFcWzzPQ1nja" }, "source": [ "## Setup\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "u_z-j-fY1njb" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/miniconda3/lib/python3.8/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.3\n", " warnings.warn(f\"A NumPy version >={np_minversion} and <{np_maxversion}\"\n" ] } ], "source": [ "import tensorflow as tf\n", "from tensorflow import keras\n", "from tensorflow.keras import layers\n", "import pydot\n", "import os\n", "from PIL import Image\n", "import matplotlib.pyplot as plt\n", "from keras.utils.vis_utils import plot_model" ] }, { "cell_type": "markdown", "metadata": { "id": "iusfbMxZ1njc" }, "source": [ "## Load the data: the Cats vs Dogs dataset\n", "\n", "### Raw data download\n", "\n", "First, let's download the 786M ZIP archive of the raw data:\n" ] }, { "cell_type": "markdown", "metadata": { "id": "5lujeYX81njd" }, "source": [ "Now we have a `PetImages` folder which contain two subfolders, `Cat` and `Dog`. Each\n", " subfolder contains image files for each category.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "jED1LIFr1njd", "outputId": "bfed1264-9e8d-42d3-be60-3bde47503bf0" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[34mCat\u001b[m\u001b[m \u001b[34mDog\u001b[m\u001b[m\r\n" ] } ], "source": [ "!ls PetImages\n" ] }, { "cell_type": "markdown", "metadata": { "id": "iz07gyGU1nje" }, "source": [ "### Filter out corrupted images\n", "\n", "When working with lots of real-world image data, corrupted images are a common\n", "occurence. Let's filter out badly-encoded images that do not feature the string \"JFIF\"\n", " in their header.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 244 }, "id": "nsPyGIsQ1nje", "outputId": "1eeee067-5d8c-44ed-d2eb-5831ad806f47" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "here!\n", "Deleted 0 images\n" ] } ], "source": [ "num_skipped = 0\n", "print(\"here!\")\n", "for folder_name in (\"Cat\", \"Dog\"):\n", " folder_path = os.path.join(\"PetImages\", folder_name)\n", " for fname in os.listdir(folder_path):\n", " if fname[-1].lower() == 'g':\n", " fpath = os.path.join(folder_path, fname)\n", " #Image.open(fpath).convert('L').save(fpath)\n", " try:\n", " fobj = open(fpath, \"rb\")\n", " is_jfif = tf.compat.as_bytes(\"JFIF\") in fobj.peek(10)\n", " finally:\n", " fobj.close()\n", "\n", " if not is_jfif:\n", " num_skipped += 1\n", " # Delete corrupted image\n", " os.remove(fpath)\n", "\n", "print(\"Deleted %d images\" % num_skipped)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "n82W39da1njf" }, "source": [ "## Generate a `Dataset`\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "m-KkH4-D1njf", "outputId": "fdad103a-674e-4be3-b10d-c43fdbe25a11" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 23410 files belonging to 2 classes.\n", "Using 18728 files for training.\n", "Found 23410 files belonging to 2 classes.\n", "Using 4682 files for validation.\n" ] } ], "source": [ "image_size = (180, 180)\n", "batch_size = 32\n", "\n", "train_ds = tf.keras.preprocessing.image_dataset_from_directory(\n", " \"PetImages\",\n", " color_mode='grayscale',\n", " validation_split=0.2,\n", " subset=\"training\",\n", " seed=1337,\n", " image_size=image_size,\n", " batch_size=batch_size,\n", ")\n", "val_ds = tf.keras.preprocessing.image_dataset_from_directory(\n", " \"PetImages\",\n", " color_mode='grayscale',\n", " validation_split=0.2,\n", " subset=\"validation\",\n", " seed=1337,\n", " image_size=image_size,\n", " batch_size=batch_size,\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "SWzlW2H-1njf" }, "source": [ "## Visualize the data\n", "\n", "Here are the first 9 images in the training dataset. As you can see, label 1 is \"dog\"\n", " and label 0 is \"cat\".\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 591 }, "id": "St7lj7zC1njg", "outputId": "9a20d448-26a8-4e0b-9373-dd3b7051334b" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 10))\n", "for images, labels in train_ds.take(1):\n", " for i in range(9):\n", " ax = plt.subplot(3, 3, i + 1)\n", " img = images[i].numpy().astype(\"uint8\").squeeze()\n", " plt.imshow(img,cmap='gray', vmin=0, vmax=255)\n", " plt.title(int(labels[i]))\n", " plt.axis(\"off\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "03HkTWlO1njg" }, "source": [ "## Using image data augmentation\n", "\n", "When you don't have a large image dataset, it's a good practice to artificially\n", "introduce sample diversity by applying random yet realistic transformations to the\n", "training images, such as random horizontal flipping or small random rotations. This\n", "helps expose the model to different aspects of the training data while slowing down\n", " overfitting.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "id": "LM39ZkDl1njg" }, "outputs": [], "source": [ "data_augmentation = keras.Sequential(\n", " [\n", " layers.RandomFlip(\"horizontal\"),\n", " layers.RandomRotation(0.1),\n", " ]\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "G7dmLVej1njh" }, "source": [ "Let's visualize what the augmented samples look like, by applying `data_augmentation`\n", " repeatedly to the first image in the dataset:\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 575 }, "id": "pI6hq_U01njh", "outputId": "8d19c4ae-cce0-4143-fa3a-b4866eb1ad49" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 10))\n", "for images, _ in train_ds.take(1):\n", " for i in range(9):\n", " augmented_images = data_augmentation(images)\n", " ax = plt.subplot(3, 3, i + 1)\n", " img = augmented_images[0].numpy().astype(\"uint8\").squeeze()\n", " plt.imshow(img,cmap='gray', vmin=0, vmax=255)\n", " plt.axis(\"off\")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "CElkI2-r1njh" }, "source": [ "## Standardizing the data\n", "\n", "Our image are already in a standard size (180x180), as they are being yielded as\n", "contiguous `float32` batches by our dataset. However, their RGB channel values are in\n", " the `[0, 255]` range. This is not ideal for a neural network;\n", "in general you should seek to make your input values small. Here, we will\n", "standardize values to be in the `[0, 1]` by using a `Rescaling` layer at the start of\n", " our model.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "ETAHN-xe1njh" }, "source": [ "## Two options to preprocess the data\n", "\n", "There are two ways you could be using the `data_augmentation` preprocessor:\n", "\n", "**Option 1: Make it part of the model**, like this:\n", "\n", "```python\n", "inputs = keras.Input(shape=input_shape)\n", "x = data_augmentation(inputs)\n", "x = layers.Rescaling(1./255)(x)\n", "... # Rest of the model\n", "```\n", "\n", "With this option, your data augmentation will happen *on device*, synchronously\n", "with the rest of the model execution, meaning that it will benefit from GPU\n", " acceleration.\n", "\n", "**Option 2: apply it to the dataset**, so as to obtain a dataset that yields batches of\n", " augmented images, like this:\n", "\n", "```python\n", "augmented_train_ds = train_ds.map(\n", " lambda x, y: (data_augmentation(x, training=True), y))\n", "```\n", "\n", "We'll go with the first option.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "h_6iyi4P1njh" }, "source": [ "## Configure the dataset for performance\n", "\n", "Let's make sure to use buffered prefetching so we can yield data from disk without\n", " having I/O becoming blocking:\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "ofmdIqoK1njh" }, "outputs": [], "source": [ "train_ds = train_ds.prefetch(buffer_size=32)\n", "val_ds = val_ds.prefetch(buffer_size=32)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "dVPOJ-x91nji" }, "source": [ "## Build a model\n", "\n", "We'll build a small version of the Xception network. We haven't particularly tried to\n", "optimize the architecture; if you want to do a systematic search for the best model\n", " configuration, consider using\n", "[KerasTuner](https://github.com/keras-team/keras-tuner).\n", "\n", "Note that:\n", "\n", "- We start the model with the `data_augmentation` preprocessor, followed by a\n", " `Rescaling` layer.\n", "- We include a `Dropout` layer before the final classification layer.\n" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 312 }, "id": "DENybniZ1nji", "outputId": "05bdae59-7d62-4401-f6a1-1ef4102acd32" }, "outputs": [ { "data": { "image/png": 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xYgSsrKzMEteTQC6Xo3379sKPuV5jxlojow2IaI1r3VRWVmLq1Kl45plntG7SMzWJRCJc3H583ZuWouu4qWNq166dOUJijDEARjqtV1NTg5MnT8LGxka4+Jmfn4+DBw9i/vz5uHTpEr799lu88MILmD59unBTV0FBAb777ju88847OHnyJH744Qc8//zzmDVrFtq0aYPExET89ttvsLGxwezZs1FeXo5du3ahqqoKXbp0QUBAgLDWjUQiwaZNm/Dcc89hwoQJesX94Ycf4syZM9i6datoPoxbw3Gr6+rVq0hLS0NWVha8vb2FU5U///yzMB2KtbU1pkyZAmtra6Snp+PSpUvo0KEDJk2aBKB2rZ1jx46hoKAA3t7eeO2114T+7927h71792Lu3Ln4/vvvkZWVhb///e+iuEjMGDMhA8ad6yTWtW708fzzz5NMJqP33nuPRowYQe3ataNhw4ZRRkaG3n2ooQn3OTk4OBAAqq6uJiJxHLcrV64QAHr55ZcbjX/NmjX0yiuvUE1NDf3+++/04osv0vr164mo9p4KNzc3AkC//fabxnYuLi7CMgkNrbWzY8cOatu2LclkMvr3v/9N/fr1IwCUmZmp9zE2931OrUVT3r+MNZfJb8IV41o3jSkoKCAA1L9/fyopKSGi2g/mLl26kI2NDRUUFBjUnzGSE5H5j5shycnJyUnjZks/Pz8aN26c8Pi7774jABozGNy8eZP8/f2JSL+1dqZPn04AhMXRLl++3GhcdXFy0g8nJ2YOJr8JV4xr3TTm7NmzAGrnnVLPgNyrVy989dVXUCgUJpkUUh9iP251JScnC0ttX7p0Cfn5+fjvf/8r1Pv6+sLV1RVfffWVMGfXnj17hEEX+qy189xzzwGAcAqw7nExhEQi4Z8GfgAgICDA7HHwz5/rJyAgoN7f2RY9cS+mtW7UgxAeH8ihnu34ypUrBvVnSmI6bnU9//zzOH78OA4fPozhw4ejR48eyMjI0Oh78eLFCA4OxtGjRzF+/Hj89NNPeO+99wDot9aO+jrb45NPGiouLq5Z2z/pAgICsGDBAr1n+2bMGFJTUxEZGamzTnRXldVr3YwZM8ag7Qz9kFVPA1/3wxSovS/D0tJSNKuL6quljhsAFBcXQy6XIyIiQhiQ0aZNGxw4cECr7fTp0/Hxxx/jyy+/xIsvvgg3NzdhMEPdtXYsLS0NjsMQDd0wymqTk5eXFx8n1uLqS06im1uvpda6sbe3x5gxY5CWlqZR/t///hdVVVXw9vY2LHAza8k1gkJCQpCfn4+IiAiNe7TqTsmvZmVlhQULFiApKQmLFy/GW2+9JdS19Fo7jLHWwyjJSYxr3ejjyy+/RH5+Pn755RehLCkpCa6urvjb3/5m4FEwnPoYqf+t+39zHbcbN25o7V/twYMHePfddyGTyfDw4UMAtdeN7t+/j//85z9ISUnBvXv3oFAoNFZDnTNnDuRyOe7cuaNxnUyftXbUr+Xj0yoxxp5wBoye0Emsa93oKzMzk1577TX65JNPaMWKFeTr60s3b940qA8iw0Y7/fjjjzR79mxhfZkpU6bQgQMHzH7cYmNj6aWXXiIAJJFIaPDgwfTaa6/RkCFDyM3NjSwtLQkAbd68mYiIgoODSSaTkZOTE23cuJH2799PVlZW9OqrrwojINXefvttWrdundaxaGitna1bt9Lzzz9PAGjq1Kn066+/Gvy68Gg9/Rjy/mXMWES7npOp17oxxB9//NHgOieNaclfbjEdt8e3ffTokc52o0aNonv37tXbT0Nr7TQHJyf9cHJi5tBQchLNgAgHB4cG6/VZ60Zt7ty5je4vNDRUY4Zo9ZDl1saYx60pHh84ouu2gszMTHTv3l2YS1AXR0fHZsXBGHuymDU5mWqtmxEjRjTapu6HdmvTGtYIysjIwAcffIC+ffsiOTkZCQkJ5g6JGdH169eRmpoqPO7VqxcGDhyo0UalUiE9PR0KhUK4Zuji4gIPDw+NdqWlpfj+++81ysaOHdvgonjmVlRUhJycHLzyyitadQqFAvHx8bh+/To8PT0xatQordGoSqUSJ0+exPnz5zF06FAMHjwYUqlUtDGdPXsWdnZ2Wn9E5ubm4tdffxUeOzs7Y8CAAc16HgIDvmYZ1e7du6lz584EgObOnWvQtENihBY6LdJajlt6ejo9/fTTJJfLKT4+3mxx8Gk9/Rj6/lUv0753714qLCzUOr1bWlpKK1eupPv375NCoaBPPvmEAJBcLhemrlKrqamhjIwM6tu3L/Xu3ZuSkpKopqbGKM/L2IqLi+nvf/87tWnTht59912t+pycHHJycqIjR45QeXk57dmzh1544QU6efKk0ObWrVvUrVs32rJlC92+fZsWL15M48ePJ5VKJdqYqqqq6O2339bYhohIoVDQ9evX6T//+Q9ZWloadZl2syWn0tJSunfvnvDz4MEDk+/TlFoqObWm41ZVVaUxNZM5mDs57dy5s1X03dTkVFpaqlVXUFBAEyZM0KqzsrISBujous4ZERFB4eHhhgffgtLT0ykzM5MA6EwEPj4+NGvWLI2ymTNn0rBhw4iIqLq6moYOHUoTJ04U6lUqFTk6OtKSJUtEHZNKpSIfHx/KysrSGceLL75o1ORktvuceK2bpmlNx00mkzV7ZofWrKlLuZi77+ZauHAhJk+erHU908nJCaNHj8bly5cRFBSkNeuJnZ1dg9clxWDQoEENTqFVWFiIixcvapRZW1sLt9ukpKTg1KlTCAkJEeqlUilmzpyJ6OhovW+DMUdMUqkUCxcuRGhoqMExNsWf95ODsQaUl5cjLi4Oy5cvR0xMjLD8BwAkJiYiMjISW7duFdquW7cOkZGRwjRJ6iVJFAoFNm3ahMTERAC1y52sX78eRITk5GQsW7YM0dHRwn1jzen7zp07WLVqFW7dutUyB0mH9PR0HDlyBP7+/lp1MpkM33zzDXr06IGEhARhXkY1CwsLrT9mGnodgNolZqKiolBTU4Ps7GysWLECX3/9tdYN4Tdv3sS2bdsQHh6On3/+2UjPVtuUKVOQlpaG3bt3A6i91nPo0CEsWLAAAHDw4EEAQN++fTW269OnDyoqKnD06FFRxzRy5EiUl5cL25iUAV+zWAPAQ3FFqSnv5/Pnz1Pfvn3pwIEDVFxcTF988QXZ2NhonEZrypIkpl7uZMuWLQTA4Hv9iIx3Wu+vf/0rjRw5Uuc27u7uRER04cIFsrGxIYlEQomJiUL9pk2bKDo6Wnjc2OugzxIzRA0vy9IUSqWy3lNoRUVF5OzsTADo/fffp9GjRwsz6hPVnmIDQEqlUmO75ORkAkARERGijyk0NJQ8PDy09mPs03qcnIyEk5M4Gfp+ViqV5OLiQp988olGeWBgIFlZWdHFixeJqOlLkphyuROFQkF79uxp0n1rxkpOPXv2pKCgIJ3bqJMTEdGBAwdIIpFoDJCom5z0fR0aW2JGn2VZDNVQIiCqHaDQo0cPAkBeXl5UVFSkEZtUKtXaJj09nQBoLEEj1piioqJIJpNpJbMn5poTY2J07Ngx5OTkwNPTU6N8zJgxqKysRExMjEH9PT6xrimXO2nXrh2mTZtmtkmLKysrkZubiy5dujTadsqUKfjwww9RVlYGPz8/jemuAP1fh8aWmNFnWRZji4mJwfDhwxEcHIzU1FQMHjxYiKe+Wz/Uc1za29uLPia5XA6VSmWy46cmmptwGRODS5cuAdD+hR02bBgAaMxnqA99Zn03x3InpnD37l1UV1frPUgnPDwcmZmZSExMRFBQEMaOHSvUNed1qLvEjD7LshjT9u3bERcXhzNnzkAmk8Hb2xtz5sxBWFgYEhMT4eDggOrqaiiVSo0b1tXJuXfv3qKPSf2aFBQUmCReNf7mxFgd6oUn695gCtTOYGFpaWnwjaH6JBD1cifdu3c3et8tyd7eHu3bt9f6FlQfiUSC3bt3w8XFBQkJCYiKihLqjPU61F2WpSXs3LkTPj4+wrIwwcHBCAkJwfHjx1FaWgpXV1cA0BrYoZ402xQf9saOST1xdGOz0zQXJyfG6hg8eDAAaJ1iy87ORlVVlbAYnzGXJGnJ5U5Mzc3NDcXFxVrlRIQHDx5oldva2iIhIQFyuVzj25C+r0NjWnpZlqysLJSWlmqUTZo0CZWVlbh16xZmzZoFa2trnD59WqNNRkYG+vfvL6wzJ+aYCgsLIZFI0K1bN6PHWhcnJ8bq6NevH2bOnImUlBThnDwAnDp1Cj179hTu8WjOUi6mWu4kIyMDL730EpKTk1viUOk0bNgwXLhwQau8sLAQf/zxh86k6+zsjNjYWI1h5Pq+Do0tMaPPsixA7Vyb48aN02sYvvo10PVc/Pz8cOjQIY2h7GlpaXB3d0fPnj1hb2+PefPmYfXq1cKpx0ePHiExMRExMTEax0CMMQG1U1eNHj1a51ydRmXA6AnWAPBoPVFqyvv54cOHFBYWRm5ubrRjxw7aunUrjR8/nvLy8oQ2TV3KxZTLxKhHwKnbGMLQ9299o/Xu3r1LnTp1omvXrgll+/bto5dffpkA0KhRo+jEiRM6+1yxYoXGUPLGXgd9l5hpaFkWNfVIti+++KLB53306FEKCAggANSpUyfasmULFRYWCvUVFRU0a9Ys6tOnD0VGRtLs2bNp4sSJlJubK7SpqamhJUuWkK+vL61du5aWLVtGu3bt0tqXGGNSKpVkZ2dHP/74o1YdDyUXKU5O4tSc93NpaSmdPn2a8vPz621j6JIkpl7upKH+GmKs5EREtHHjxiYPib5165ZWmT6vgz4aWpbl0aNHFBcXR99++22z9qFWUVFBly5danAZHpVKpTGkuzXEFB8fT5MmTdJZx0PJGWshcrkcQ4YMQdeuXetto8+SJPUN7XZwcICtra1R+26oP1NQT4FTV0hICEpKSnDu3DmD++vUqZNWmT6vgz4cHR3xwgsv6KxTKpVITU3FuHHjmrUPtbZt28LV1bXBgRtSqRSdO3eut15sMeXk5CA2NhZ79+7VWW/sa6A8lJyxFtQaljvRh6WlJWxtbTF79mx4eXlh0KBBGDlyJIDaaYh27NiB+fPnIyQkBIMGDTJztI1LT0/HypUrhRFtYiCmmG7cuIFVq1Zh27ZtGrcKZGdn49ixY8jLy8P9+/eNeh3K/M+asT+J2NhYHD9+HESEJUuWICQkRGPBy9Zk6tSpmDp1ar311tbW2Lx5s8ZgBjFTJ1YxEVNMVlZW2LFjh9btC3369EGfPn0AAGvXrjXqPjk5MdZCfH19MX78eOGxrlWDnzT1nUZjrYs+s34YGycnxlrI40tIMMbqxwMiGGOMiQ4nJ8YYY6LDyYkxxpjo1HvNKT4+viXjeCI8PkklMz/1a8Lv58bx+5e1tIbecxKi/z+Z0v8XHx+PgIAAkwfFGGOMAcBjaQgA9mklJ8aY4dR/1PGvE2NGsY+vOTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdTk6MMcZEh5MTY4wx0eHkxBhjTHQ4OTHGGBMdmbkDYKy1KS4uxvbt2zXKsrKyAACff/65RvkzzzyDkJCQFouNsSeFhIjI3EEw1pqoVCrY29vj3r17sLS0rLedUqnEnDlzsHHjxhaMjrEnwj4+rceYgWQyGaZNmwapVAqlUlnvDwAEBgaaOVrGWidOTow1wbRp01BVVdVgG3t7ewwdOrSFImLsycLJibEm8PLyQteuXeutt7KywptvvgkLC/4VY6wp+DeHsSaQSCSYMWNGvdecKisrMW3atBaOirEnBycnxpqooaDQZcMAACAASURBVFN73bt3h4eHRwtHxNiTg5MTY03k7u4OZ2dnrXIrKyvMnDnTDBEx9uTg5MRYM7z55ptap/YqKyvxxhtvmCkixp4MnJwYa4YZM2ZApVIJjyUSCfr164devXqZMSrGWj9OTow1g6OjIwYMGACJRAIAkEqlfEqPMSPg5MRYMwUFBUEqlQIAqqurMXXqVDNHxFjrx8mJsWaaOnUqampqIJFI4O3tjeeff97cITHW6nFyYqyZ7O3tMXz4cBARn9JjzEhMNvGr+hw8Y4yxJ5O/vz/27dtniq73mXTJjAULFsDLy8uUu/hTWbNmDQDg/fffN3Mk4mTO4/Pw4UNs3rwZ7733Xovv2xCpqamIjIxEXFycuUNhrZz6981UTJqcvLy8+OKwEan/QuFjqpu5j8+oUaPw3HPPmWXfhoiMjOT3EGs2E31jEvA1J8aMpDUkJsZaC05OjDHGRIeTE2OMMdHh5MQYY0x0ODkxxhgTHZOO1mOstcnNzUVERATCw8MbXOn2z0qlUiE9PR0KhQIlJSUAABcXF621q0pLS/H9999rlI0dOxYdOnRosVgNVVRUhJycHLzyyitadQqFAvHx8bh+/To8PT0xatQordnolUolTp48ifPnz2Po0KEYPHiwMK2VGGM6e/Ys7Ozs4Ojo2KwYTYW/OTFWx9mzZ7F9+3ZcuHDB3KGITllZGVavXo2+ffvC29sbOTk5CAwMxIgRI3D16lWNtnK5HM7Ozli1ahUiIiLQpUsXtG/f3kyRN+z27dtYtGgRunfvjkOHDmnVX7lyBR4eHrC3t8cHH3yAsrIyODk5ISUlRWhTXFwMV1dX5OXlITg4GAkJCZg0aRKqq6tFG5O7uzs+++wzjW1EhUwEAMXFxZmq+z8lf39/8vf3N3cYomWs43P79m0jRNN0O3fuNFnfcXFx1JRf+4KCApowYQKVlpZqlFtZWREAcnV1pfv372ttFxERQeHh4U2OtyWkp6dTZmYmAaB3331Xq97Hx4dmzZqlUTZz5kwaNmwYERFVV1fT0KFDaeLEiUK9SqUiR0dHWrJkiahjUqlU5OPjQ1lZWQbHaOLPo3j+5sTYY5599lmz7fvEiRNYtmyZ2fZfn4ULF2Ly5MmQy+Ua5U5OThg9ejQuX76MoKAg0GOzodnZ2Yn2G5PaoEGD4OLiUm99YWEhLl68qFFmbW0NpVIJAEhJScGpU6cQEhIi1KuXTomOjkZFRYVoY5JKpVi4cCFCQ0MNjtHUODkxVkdNTQ2SkpJw5swZoSw/Px9RUVGoqalBdnY2VqxYga+//ho1NTVCm4KCAqxfvx5EhOTkZCxbtgzR0dF4+PAhACAxMRGRkZHYunUrAKC8vBzr1q3TmEooKSkJfn5+UCgU2LRpExITEwEAd+7cwapVq3Dr1q2WOgwa0tPTceTIEfj7+2vVyWQyfPPNN+jRowcSEhIQERGhUW9hYQELC82PmfLycsTFxWH58uWIiYlBfn6+Rr0+xxsAbt68iW3btiE8PBw///yzkZ6ttilTpiAtLQ27d+8GUHut59ChQ1iwYAEA4ODBgwCAvn37amzXp08fVFRU4OjRo6KOaeTIkSgvLxe2EQ1TfScDn9YzOj6t17DmHp+LFy+Sv78/AaANGzYQEdF3331HHTt2JAC0Zs0aeuutt8jX15cA0MqVK4mIaPfu3dShQwdq06YNvf322xQcHEzjxo0jADRo0CCqrKwkIiI3Nzfq2rWrsL/79++Tra0teXl5ERHRuXPnyNvbmzp27EhJSUl07tw5IiLasmULAaC1a9c2+bmpNeW03l//+lcaOXKkzjp3d3ciIrpw4QLZ2NiQRCKhxMREoX7Tpk0UHR0tPD5//jz17duXDhw4QMXFxfTFF1+QjY2NcCpTn+NNRHTixAkKCQmhs2fPUnx8PNnY2NDcuXMNel51KZXKek+hFRUVkbOzMwGg999/n0aPHk0HDx4U6n18fAgAKZVKje2Sk5MJAEVERIg+ptDQUPLw8DAoPlOf1uPk1IpwcmqYMY5PVlaWRnIiIlq6dCkBoJ9++kkoGzBgAA0cOFB4PGPGDJJIJJSdnS2UffzxxwSANm7cKMRXNzmp+1EnJyIiPz8/cnBw0GijUChoz549Oq/pGKopyalnz54UFBSks06dnIiIDhw4QBKJhORyOV25coWINJOTUqkkFxcX+uSTTzT6CAwMJCsrK7p48SIRNX68y8vLqXv37qRQKIT6WbNmEQBKTU016LmpNZQIiIiKi4upR48eBIC8vLyoqKhIIzapVKq1TXp6OgGgsLAw0ccUFRVFMplMK5k1hK85MdaCrK2ttcratGkDABrXAHr37o28vDzhcbt27SCTyeDm5iaULV26FDKZzODRUI8vN9OuXTtMmzYNTz/9tEH9GENlZSVyc3PRpUuXRttOmTIFH374IcrKyuDn54fy8nKN+mPHjiEnJweenp4a5WPGjEFlZSViYmIANH689+7di4cPH+KDDz5AWFgYwsLCUFhYiB49euDatWvNer71iYmJwfDhwxEcHIzU1FQMHjxYiMfGxkbnNupRcfb29qKPSS6XQ6VSmez4NQXf58RYE0ilUq2L/49r27Ytunbtitu3bxvUt5jWQrt79y6qq6uFhNGY8PBwZGZmIjExEUFBQRg7dqxQd+nSJQDaH5zDhg0DAFy+fLnefuse74sXL6JLly5Yt26dQc+lqbZv3464uDicOXMGMpkM3t7emDNnDsLCwpCYmAgHBwdUV1dDqVRq/HGjTs69e/cWfUzq16SgoMAk8TYFf3NizESUSiWKiorQvXt3g7YTU3Kyt7dH+/bttb4F1UcikWD37t1wcXFBQkICoqKihLpnnnkGQO2aUnU5OjrC0tJS7xt0pVIprly5gqqqKj2fRfPs3LkTPj4+kMlq/5YPDg5GSEgIjh8/jtLSUri6ugKA1sCOO3fuADBNcjJ2TPfu3QMAODg4GD3WpuLkxJiJpKWl4dGjR/D19QVQO7Lt0aNHDW4jkUiafOOmqbi5uaG4uFirnIjw4MEDrXJbW1skJCRALpdrfBsaPHgwAGid5szOzkZVVZXeC5P269cPFRUV2Lhxo0Z5aWkp1q9fr1cfhsjKykJpaalG2aRJk1BZWYlbt25h1qxZsLa2xunTpzXaZGRkoH///ujVq5foYyosLIREIkG3bt2MHmtTcXJirA71fSLqvzAB4P79+wBqr7+o3blzB0qlUuPUnkql0vgw3r9/P4YPHy4kp9GjR+POnTvYvn07KioqsH37dpSUlCA3N1f4y7VLly4oKipCbm4ufvvtN1RUVCAjIwMvvfQSkpOTTfa8GzJs2DCdM2YUFhbijz/+0JlwnZ2dERsbqzGMvF+/fpg5cyZSUlI0rtedOnUKPXv2FO61aex4BwQEwMHBAYsWLcLq1atx+fJlxMfHIzQ0FG+++aawTWhoKMaNG6fXEHz18df1XPz8/HDo0CGNoexpaWlwd3dHz549YW9vj3nz5mH16tXC++HRo0dITExETEyMxjEQY0wAcP36dYwePRpPPfVUo3G1GFMNtQCP1jM6Hq3XsOYen7S0NGEoeZ8+fejw4cOUnJxM3bt3JwA0e/ZsKiwspL1795KtrS0BoOXLl1NVVRXNmTOHpFIpzZs3jxYvXkxvvPEGTZgwQWOEXXl5OXl6egozKhw8eJCmTJlCY8aMoS1bthARUVJSEslkMmrfvr0wdFw9Ck7dpjmaMlrv7t271KlTJ7p27ZpQtm/fPnr55ZcJAI0aNYpOnDihc9sVK1ZoDCV/+PAhhYWFkZubG+3YsYO2bt1K48ePp7y8PCIivY/3pUuXqFevXgSAAJCbmxudPXtWY9/qkWxffPFFg8/v6NGjFBAQQACoU6dOtGXLFiosLBTqKyoqaNasWdSnTx+KjIyk2bNn08SJEyk3N1doU1NTQ0uWLCFfX19au3YtLVu2jHbt2qW1LzHGpFQqyc7Ojn788ccGY3ocDyVnAk5ODTPn8ZkzZw5ZWloSEVFeXh6VlZXV27a4uFj4/8OHD7XqS0tLtYaNN9SfIZo6fdHGjRubPCT61q1bWmWlpaV0+vRpys/Pb1KfatevX6cbN27orHv06BHFxcXRt99+26x9qFVUVNClS5fo7t279bZRqVQaQ7pbQ0zx8fE0adIkg/fNQ8kZa2UcHBxga2tbb33Hjh2F/+s6jSKXy7WGjTfUX0sICQlBSUkJzp07Z/C2nTp10iqTy+UYMmRIs2d+d3R0xAsvvKCzTqlUIjU1FePGjWvWPtTatm0LV1fXBgduSKVSdO7cud56scWUk5OD2NhY7N271yjxGJPohpJfunQJ33//Pa5evQpPT0/Y2tpCJpNh0qRJ5g6tWY4cOSKcSwdqR9HMmzcPbdu2Ndk+jx8/Lixr0JBRo0YhMzMThw8fxqhRo4z2i/Nn8uDBA6hUKigUinrvMWnNLCwssGPHDsyfPx8hISEYNGiQuUNqVHp6OlauXCmMaBMDMcV048YNrFq1Ctu2bdP7VoGWJKpvTr/++iuCg4Px3nvv4aWXXsK7774Lf39/nD171tyhNUtOTg4mTJiAwMBA4efcuXMmTUwA4OHhgbS0NAQGBmLRokVQKpWorq5GdXU1ysvL8X//93946623cPToUcTHxyMyMhI3b940aUxPotjYWBw/fhxEhCVLluD8+fPmDskkrK2tsXnz5ga/GYjJyJEjRfehK6aYrKyssGPHDmGIv9iYP33XsWLFCgwbNgwymQyzZs3C2LFjm/S1f9euXQgKCmq0rKV89dVXOHHiBHr06CGU1T21YyodO3ZEUFAQ1q5dCycnJ/ztb3/TaiOVStGnTx/0798fmzdvNngfYjvW5uDr64vx48cLj3XNMvEkqe80Gmtd9Jn1w5xE9c3p+PHjGtPrN2WqfV1LDphzGYKioiJkZWXByckJDg4Owk9LDdlsbMqb+fPn48UXXxROMxhyA6jYjrW5yOVytG/fXvgRy1/GjLVmovjm9Pvvv+PUqVNQKpXIycnB/v37Aege3w8AV69eRVpaGrKysuDt7Y3JkycD+N+SAxKJBJs2bcJzzz0HGxsbrbIJEyYAqJ1y/9ixYygoKIC3tzdee+01YR/5+fk4ePAg5s+fj0uXLuHbb7/FCy+8gOnTp2vdI9CQf//73/j111/h4OCAbt264ZNPPsHMmTNFMQtAbGwspk+fDqA2ierSmo41Y+zJIYrk1K5dO2ERs44dO+L5558HAGEtnLoiIyPx7bff4sSJE7hx4wZGjBiBoqIivPPOO+jQoQPc3d1x9epVODs7C9+8dJUlJSVh7969eOedd/D000/Dz88PQUFBWLduHRITEzFr1izcvn0bRISsrCzcvn0bH330EQoKCgz6ZjB8+HBUVVUhNTUVv/76K9566y3Exsbi2LFjkEqlzT10TVZRUYGIiAghOenS2o41Y+wJYqpB6jDwPqc//vhDa80ahUJBADSm2HdyctK438LPz4/GjRun8fjxJQceL9Nnyn19lkkw1Pnz58nFxYUA0KpVqwzevin3FVy5coUAUPv27enVV1+lV199lYYOHUq2trZka2srtLt48SIBoK1btwplre1Y831gjWvqfU6MPc7U9zmJ4puTIZKTk9GuXTsAtcPO8/PzNYZoA7qvm9QtqzvlvlrdKfc9PT3rnbb/hx9+aHLs/fr1Q0ZGBpydnbF3714sXbq0yX0Zyt3dXWO10Lt37wpzndWnNR7rgoICxMfHG7zdn4V60lU+Rqy5CgoKmn2fWkNaXXJ6/vnncfz4cRw+fBjDhw9Hjx49kJGRodGmsQ/Mpk65r88yCY1p27YtJk2ahG3btjWrn+Z65plnGj1l1hqPdVpaGgICAgze7s+GjxEzBn9/f5P13eqS08cff4yTJ0/ihx9+QJs2bXDgwAGtNo19YNadct/S0tKk8eri4uJikpmKDRUcHNxgfWs81v7+/ti3b5/J99NaxcfHIyAgoNl/ZDH2+uuvm7T/VjUU6vfff0dERARmzJghnAqqOysvoHvJgcfLWnrK/ccdOnRI9DNePCnHmjHWOonmm5N62HjdEXrq6xvqZQwUCgWA2usYb7zxBjIzM5GSkgKlUgmFQgEi0lhygIhgb2+vVebr6ytMua9eb+fChQvYv3+/sFR0Y9P26zMU/OrVq1i/fj1mzpwJDw8PALWnuSoqKvDRRx8195DpRb3my/Xr1xtsV1ZWBuB/x7i1HWvG2BPGVEMtYMBovdzcXAoMDBSWEjhy5AgVFRXR3/72NwJAzs7Owkiu4OBgkslk5OTkRBs3bqT9+/eTlZUVvfrqq1RSUqJzyQFdZQ1Nua/vtP2NycjIILlcTgBoxIgRtGTJEvr888/pwYMHTTmkBo+OOXDgAA0fPlx4jqGhoXThwgWtdr/++iuNGTOGAJCHhwcdPXqUiFrXsW7K8fkz4tF6zFhMPVpPQmSak88SiQRxcXGYOnWq0fsuLy/XmPlAqVRqTBlTVlYGCwsLjTa6yoDayQ8lEonJpmRRKpXIy8tD27Zthfu3mkp9jrclr6m0pmNtjuPT2vA1J2YsJv592yea03qGePxD7/G5zNQ39DZWBtROud8Uc+fObbRNaGgo+vfvj549ezZpH2IghmPNGPvzaZXJSQxGjBjRaJuWmNyVMcaeRJycmsjUwygZa61UKhXS09OhUCiE9cRcXFyEQUFqpaWl+P777zXKxo4d2+DCeeZSWlqKmJgY5OXlYfz48Xjttde0ph8rLy/Hnj178Pvvv8PJyQmBgYENLotTUlKCzZs3a91vqFQqcfLkSZw/fx5Dhw7F4MGDtfbVUJuzZ8/Czs6u1Z+paFVDyRlj4lZWVobVq1ejb9++8Pb2Rk5ODgIDAzFixAhcvXpVo61cLoezszNWrVqFiIgIdOnSpUkrEZja3bt38Ze//AWZmZnIzs6Gj48PhgwZotHmypUr6NWrF7788kusWbMGISEhcHd3r3dCZQCYPXs2oqKiNMqKi4vh6uqKvLw8BAcHIyEhAZMmTdK4PaOxNu7u7vjss8+QkpJixKNgBqYaagED59ZjjePRaA0z9/HZuXOn6Ps25Wi9goICmjBhApWWlmqUW1lZCSNx79+/r7VdREQEhYeHmyQmY9iwYQOVlJQIj8PDwwkAnTp1Sijz8fGhzMxMIiIqLi6m2bNnEwAKDg7W2efmzZupZ8+e1LlzZ6Gsurqahg4dShMnThTKVCoVOTo60pIlS/Ruoy7z8fGhrKysZj77+pl6tB5/c2LMCEy5jlVrWSNr4cKFmDx5staAGCcnJ4wePRqXL19GUFCQ1khBOzs7UX5jAmrvvRszZozGarHqhTRtbW0BABkZGZg+fTrc3d0B1F5rDg8Ph4WFBX755RetPq9evYpz587B19dXozwlJQWnTp1CSEiIUCaVSjFz5kxER0ejoqJCrzbqsoULFyI0NNRIR6LlcXJif3rl5eWIi4vD8uXLERMTg/z8fKEuMTERkZGR2Lp1q9B23bp1iIyMRFxcHID/rW2lUCiwadMmJCYmAqidGHP9+vUgIiQnJ2PZsmWIjo4WbjRvTt937tzBqlWrcOvWrZY5SI1IT0/HkSNHdM61JpPJ8M0336BHjx5ISEhARESERr2FhYXWul0NvSZA7RpgUVFRqKmpQXZ2NlasWIGvv/5aaxaTmzdvYtu2bQgPD9eY+FhfVlZW6Natm0ZZVlYWfH190bdvXwDAiy++iMDAQI02Xbp0wcCBA7Wun1VVVeGjjz7C559/rrWvgwcPAoDQr1qfPn1QUVGBo0eP6tVGbeTIkSgvLxe2aW04ObE/tczMTHh7e8PS0hJhYWEoLS1F7969sWvXLgDAhAkTsHXrVvzzn/8EUDu0PigoCJ9++qlwvUC9tpW1tTWcnZ3h4OCA2NhYuLu7Y9GiRZg7dy6+/vprZGVlYf78+cIaX03tGwASEhLwj3/8QzSzi//rX/+Cl5dXvSsvd+jQAQkJCbCxscGnn36Kw4cP19tXY69JYmIiBg4ciAULFmDt2rX46quvkJaWhqCgII0P/aSkJCxfvhweHh5wdXWFn58fwsLCmvwciQjx8fFYunQpNmzYIJTb2dnpnMUkPz8fPj4+GmXh4eFYsGCBzuN07do1ANrLp3fq1AlA7TcufdrU5e3trfXHQKthqhOG4GtORmfuaypiZ+jxUSqV5OLiorFeGBFRYGAgWVlZ0cWLF4V+u3btqtFmwIAB5OXlJTzWtbbVjBkzSCKRUHZ2tlD28ccfEwDauHFjs/pWKBS0Z88enddwGmKqa049e/akoKAgnXXu7u7C/w8cOEASiYTkcjlduXKFiIg2bdpE0dHRRKT/a9LYGmD6rCNmCIVCQSEhIdS2bVthfbT09PR62588eZK6du1K5eXlQllycjItX75cePz+++9rXHMaMGAASaVSrb7S09MJAIWFhenVpq6oqCiSyWSkVCoNer764GtOjJnIsWPHkJOTA09PT43yMWPGoLKyUpj7T1+P//Xcrl07yGQyuLm5CWVLly6FTCYzeCSVrr6nTZtW7zeVllRZWYnc3Fytv+Z1mTJlCj788EOUlZXBz88P5eXlGvX6vib1rQGWl5cHQHMdsbCwMISFhWmsI2aodu3aYfPmzSgvL8eaNWtQXl6Od955R2fb6upqfPLJJ/juu+9gY2MDoHYoenR0ND788MN696Fuq6s/ALC3t9erTV1yuRwqlapJz9nc+D4n9qd16dIlANofCsOGDQMAXL582aD+9Jmgtm3btujatStu375t9L7N5e7du6iurhYSRmPCw8ORmZmJxMREBAUFYezYsUJdc16TumuANXUdscZYWFhgwYIF+OWXX3DgwAGt6bwAYNGiRVi4cKHGfV3vv/8+Bg0ahO+++04o++9//4tHjx7h4MGDaN++PRwcHFBdXa3VpzqB9+7dGzk5OY22qUt9HAsKCrTqxI6TE/vTUo/ASk1NFT78gNppliwtLQ2+GVSfBKJUKlFUVIQxY8YYvW9zsbe3R/v27bW+BdVHIpFg9+7dGDx4MBISEnDlyhXhWpCxXhNTryM2atQoJCUlaSWmzZs3w8PDAxMnTtQov337Nn788UeNsrKyMjx48ADvvvsu3Nzc8PLLLwOovVbl5OQktLtz5w6A2sSjTs4Ntanr3r17ACBcq2xN+LQe+9NSL1P/+Cm27OxsVFVVwcvLC0DtaDP1ki710bW2lS5paWnC0iHG7tuc3NzcUFxcrFVORHjw4IFWua2tLRISEiCXyzW+Den7mjTG1OuIZWdnY8KECRplhw4dAhEJQ83VTp48icOHD6OgoEDj55133kHHjh1RUFCAH374AbNmzYK1tTVOnz6tsX1GRgb69++PXr166dWmrsLCQkgkEq0Rh60BJyf2p9WvXz/MnDkTKSkpwrUKADh16hR69uwp3CMyevRo3LlzB9u3b0dFRQW2b9+OkpIS5ObmCn+Z1l3H6rfffhPuN1GpVBofvvv378fw4cOF5NTUvjMyMvDSSy8hOTm5JQ5Vo4YNG4YLFy5olRcWFuKPP/7QmYCdnZ0RGxurMYxc39eksTXAAgIChHXEVq9ejcuXLyM+Ph6hoaF48803hW1CQ0Mxbty4eofkP3z4ECtWrEB2drZQVlJSgnPnzmHNmjVC2U8//YTPP/8cVVVViI6ORnR0NKKiojBnzhxkZWU1evyA2m+g8+bNw+rVq4XTk48ePUJiYiJiYmJgYWGhV5u6rl+/jtGjR+Opp57SKwZRMdVQC/BoPaPj0XoNa8rxefjwIYWFhZGbmxvt2LGDtm7dSuPHj6e8vDyhTXl5OXl6egqzHBw8eJCmTJlCY8aMoS1bthCR7nWs5syZQ1KplObNm0eLFy+mN954gyZMmKAxwq6pfatHvanb6MtUo/Xu3r1LnTp1omvXrgll+/bto5dffpkA0KhRo+jEiRM6t12xYoUwWo+o8ddE3zXAGlpHTK1Hjx4EgL744gudsSkUCvLw8CCJREKDBg2ijz/+mKKiojRG4WVkZFC7du2E/dT9eeqppzRml6hr8eLFGqP1iIhqampoyZIl5OvrS2vXrqVly5bRrl27DG5DVDvy0c7Ojn788Ued+28uU4/W4+TUinByalhzjk9paSmdPn2a8vPz621TXFws/P/hw4c6+6ibeObMmUOWlpZERJSXl0dlZWVG65uIGuyvPqacvmjjxo1aQ5n1devWLa0yfV4TfVy/fp1u3Lihs+7Ro0cUFxdH3377bYN93Lt3jyoqKpoVhyFUKhUVFRU1q018fDxNmjTJ2KEJeCg5Yy1ALpdjyJAh6Nq1a71t6i6Bous0iVwur3dot4ODgzDdjbH6bqg/cwgJCRFOeRlKfRNpXfq8JvpwdHSsd4FLpVKJ1NRUjBs3rsE+2rdv3+AM48YmlUrRuXPnJrfJyclBbGws9u7da4rwWgQnJ8ZM5MGDB1CpVFAoFOYOpUVYWFhgx44d2LBhA86cOWPucPSSnp6OlStXQiZ7cgYu37hxA6tWrcK2bdv0Ht4vRpycGDOB2NhYHD9+HESEJUuW4Pz58+YOqUVYW1tj8+bNjf7VLxYjR45s1R/gulhZWWHHjh0ak9W2Rk/OnwuMiYivry/Gjx8vPH78fpgnXX2n0Zjp6TNTR2vAyYkxE3h82QjGmGH4tB5jjDHR4eTEGGNMdDg5McYYEx0J0WNrJhurY4kEnp6ezb5Hgf1PWloaAGgtJ8Bq8fFpXEFBAdLS0nSuWMuYIdLS0uDp6Yl9+/aZovt9JktOr7/+uim6ZUyUbt26hezsbLz22mvmDoWxFuPl5YWFCxeaomvTJSfG/kzi4+MREBAA/nVizCj28TUnxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicnxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicnxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicn4J9NBwAAIABJREFUxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicnxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicnxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicnxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicnxhhjosPJiTHGmOhwcmKMMSY6nJwYY4yJDicnxhhjoiMzdwCMtTY3b96Er68vqqqqhLIHDx5ALpejb9++Gm09PDywa9eulg6RsVaPkxNjBnruuedQWVmJixcvatWVlZVpPH7jjTdaKizGnih8Wo+xJggKCoJM1vDfdhKJBIGBgS0UEWNPFk5OjDXBtGnTUF1dXW+9RCLBwIED0a1btxaMirEnBycnxprAwcEBnp6esLDQ/SsklUoRFBTUwlEx9uTg5MRYE7355puQSCQ662pqajB16tQWjoixJwcnJ8aa6PXXX9dZLpVK8corr6Bz584tHBFjTw5OTow10bPPPovXXnsNUqlUq+7NN980Q0SMPTk4OTHWDDNmzAARaZRZWFhg8uTJZoqIsScDJyfGmsHPzw+WlpbCY5lMhvHjx0Mul5sxKsZaP05OjDXD008/jQkTJggJqrq6GjNmzDBzVIy1fpycGGum6dOnQ6VSAQDatGmDcePGmTkixlo/Tk6MNZOPjw/atWsHAPD390ebNm3MHBFjrZ9Z59ZLTU1Ffn6+OUNgzCgGDRqEpKQkODg4ID4+3tzhMNZsQ4YMQdeuXc22fwk9PtSoBb3++uvYv3+/uXbPGGOsHnFxcea8kXyf2U/r+fv7g4j4x8Q/QO2bzdxxmPsnLi4OAIzeb3V1NVauXGn252esH36//Ll/xMDsyYmxJ4GFhQUWL15s7jAYe2JwcmLMSBpbQoMxpj9OTowxxkSHkxNjjDHR4eTEGGNMdDg5McYYEx2+gstYE+Tm5iIiIgLh4eFmvVFRjFQqFdLT06FQKFBSUgIAcHFxgYeHh0a70tJSfP/99xplY8eORYcOHVosVn2VlpYiJiYGeXl5GD9+vM6lUsrLy7Fnzx78/vvvcHJyQmBgINq2bVtvnyUlJdi8eTOWLVumUa5UKnHy5EmcP38eQ4cOxeDBg7X21VCbs2fPws7ODo6OjkZ69ubB35wYa4KzZ89i+/btuHDhgrlDEZWysjKsXr0affv2hbe3N3JychAYGIgRI0bg6tWrGm3lcjmcnZ2xatUqREREoEuXLmjfvr2ZIq/f3bt38Ze//AWZmZnIzs6Gj48PhgwZotHmypUr6NWrF7788kusWbMGISEhcHd3R1FRUb39zp49G1FRURplxcXFcHV1RV5eHoKDg5GQkIBJkyahurpa7zbu7u747LPPkJKSYsSjYAZkRv7+/uTv72/OEP40AFBcXJy5wzC7uLg4Mtbb/vbt20bpp6l27txpsr6b8n4pKCigCRMmUGlpqUa5lZUVASBXV1e6f/++1nYREREUHh7erHhNacOGDVRSUiI8Dg8PJwB06tQpoczHx4cyMzOJiKi4uJhmz55NACg4OFhnn5s3b6aePXtS586dhbLq6moaOnQoTZw4UShTqVTk6OhIS5Ys0buNuszHx4eysrKa9JxF8HkRz9+cGGuiZ5991mz7PnHihNbpIHNbuHAhJk+erLWWlZOTE0aPHo3Lly8jKChIawYCOzs7UX5jAoDKykqMGTMGzzzzjFAWFBQEALC1tQUAZGRkYPr06XB3dwcAdOzYEeHh4bCwsMAvv/yi1efVq1dx7tw5+Pr6apSnpKTg1KlTCAkJEcqkUilmzpyJ6OhoVFRU6NVGXbZw4UKEhoYa6Ui0PE5OjDVBTU0NkpKScObMGaEsPz8fUVFRqKmpQXZ2NlasWIGvv/4aNTU1QpuCggKsX78eRITk5GQsW7YM0dHRePjwIQAgMTERkZGR2Lp1K4Da6xjr1q1DZGSkMPVSUlIS/Pz8oFAosGnTJiQmJgIA7ty5g1WrVuHWrVstdRgE6enpOHLkCPz9/bXqZDIZvvnmG/To0QMJCQmIiIjQqLewsICFheZHUXl5OeLi4rB8+XLExMRoTRCtz7EGgJs3b2Lbtm0IDw/Hzz//bPDzsrKyQrdu3TTKsrKy4Ovri759+wIAXnzxRQQGBmq06dKlCwYOHKh1/ayqqgofffQRPv/8c619HTx4EACEftX69OmDiooKHD16VK82aiNHjkR5ebmwTWvDyYkxA126dAkBAQF49dVXkZGRAaA2qQwcOBALFizA2rVr8dVXXyEtLQ1BQUHCB1FsbCzc3d2xaNEizJ07F19//TWysrIwf/58DB8+HFVVVZgwYQK2bt2Kf/7znwBqFzMMCgrCp59+Klyf6NChA9zd3WFtbQ1nZ2c4ODgAABISEvCPf/zDLLOi/+tf/4KXlxeefvppnfUdOnRAQkICbGxs8Omnn+Lw4cP19pWZmQlvb29YWloiLCwMpaWl6N27N3bt2gVAv2MN1Cbx5cuXw8PDA66urvDz80NYWFiTnyMRIT4+HkuXLsWGDRuEcjs7O0gkEq32+fn58PHx0SgLDw/HggULdB6na9euAahNbHV16tQJQO03Ln3a1OXt7a31x0CrYc6TinzNqeXA/OeQRcFY15yysrIIAG3YsEEoW7p0KQGgn376SSgbMGAADRw4UHg8Y8YMkkgklJ2dLZR9/PHH9P/Yu/uwqKp9D+DfYQbwADqYqVAQJ1BBUXzpmBL4dlI0EUEvBlpiJwOfBDtmetDMl3g0UrylhqYmSBoZoIih5ulFjPRCeDFRRPQYKaKggkKAMDDwu39wZ8c4vAwwMHvo93kenodZe+21115s9m/23muvBYB27dpFRA3/FzY2NmrbGzVqFLm6ugqffXx8yNbWVi1PRUUFffnll00+12mrth4vAwcOpICAgCaXubi4CL8fPnyYJBIJyeVyunr1KhER7d69myIjI4mISKFQkJOTE61du1atjHnz5pGJiQldvnyZiFpv6/LycrK3t6eKigph+cKFCwkApaWlab1fKhUVFRQYGEhmZmYEgCwtLSkjI6PZ/D/++CPZ2NhQeXm5kHb69Glav3698Pntt99We+Y0atQokkqlGmVlZGQQAAoODtYqT2Pbtm0jmUxGCoWiTfsrgvMFP3NirD1MTU010lSTDDo5OQlpQ4YMQX5+vvDZ3NwcMpkMzs7OQtrKlSshk8na3Lvq8W/r5ubmmDt3brNXL52lpqYGeXl5Gt/mmzJ79mysXr0aZWVl8PHxQXl5udrykydPIjc3F2PHjlVLnzp1KmpqahAVFQWg9bY+ePAgqqqq8K9//QvBwcEIDg5GYWEhHBwchKuPtjA3N8eePXtQXl6Ojz/+GOXl5XjzzTebzFtXV4e1a9fi66+/hoWFBYCGruiRkZFYvXp1s9tQ5W2qPACwsrLSKk9jcrkcSqWyXfusb/yeE2OdSCqVtjoFgZmZGWxsbHD//v02ld3UrSR9ePDgAerq6rSeATgsLAxZWVlITk5GQEAApk2bJizLyckBoHmiHjduHADgypUrzZbbuK0vX74Ma2tr7Nixo0370hojIyMsXboU//M//4PDhw9DoVBofFFZvnw5li1bpvZe19tvv43Ro0fj66+/FtL+85//oLq6GomJibC0tIStrS3q6uo0ylQF8CFDhiA3N7fVPI2p2rGgoEBjmdhxcGJMzxQKBYqKijB16tQ2rSeW4GRlZQVLS0uNq6DmSCQSfPHFFxgzZgySkpJw9epV4VmQqldcWlqaEJAAwM7ODsbGxlq/oCuVSnH16lXU1tbC2Ni4jXvUuilTpiAlJUUjMO3ZswcjR47EzJkz1dLv37+P7777Ti2trKwMjx49wltvvQVnZ2eMHz8eQMOzqgEDBgj5iouLATQEHlVwbilPYw8fPgQA4bmkIeHbeozpWXp6Oqqrq4WuxTKZDNXV1S2uI5FI1F7M1DdnZ2fcu3dPI52I8OjRI430Xr16ISkpCXK5XO1qaMyYMQCgcYszOzsbtbW1cHV11ao+w4cPR2VlJXbt2qWWXlpaip07d2pVRkuys7Ph5eWllnbkyBEQkdDVXOXHH3/EsWPHUFBQoPbz5ptvom/fvigoKMC///1vLFy4EKampjh79qza+pmZmRgxYgQGDRqkVZ7GCgsLIZFINHocGgIOToy1g0KhAPDHN1YA+P333wE0PINRKS4uhkKhULu1p1Qq1U7Ihw4dwoQJE4Tg5OHhgeLiYuzbtw+VlZXYt28fSkpKkJeXJ3wTtra2RlFREfLy8vDrr7+isrISmZmZeP7553H69OlO2+/mjBs3rsnRMgoLC3H79u0mg62joyNiY2PVupEPHz4cCxYsQGpqqtqzujNnzmDgwIHCezuttbWfnx9sbW2xfPlyRERE4MqVK4iPj0dQUBDmz58vrBMUFITp06c32/2+qqoKGzduRHZ2tpBWUlKCX375BR9//LGQ9v3332PTpk2ora1FZGQkIiMjsW3bNixatAgXL15stf2AhivQkJAQRERECMdLdXU1kpOTERUVBSMjI63yNHbjxg14eHigR48eWtVBVPTXGYN763Ul6L/3jSjoordeeno6+fr6EgAaOnQoHTt2jE6fPk329vYEgN544w0qLCykgwcPUq9evQgArV+/nmpra2nRokUklUopJCSEVqxYQf7+/uTl5aXWw668vJzGjh0rjKqQmJhIs2fPpqlTp9Jnn31GREQpKSkkk8nI0tKStm/fTkR/9IRT5emIth4vDx48oH79+tH169eFtISEBBo/fjwBoClTptCpU6eaXHfjxo1Cbz0ioqqqKgoODiZnZ2eKiYmhvXv3kqenJ+Xn5xMRad3WOTk5NGjQIAJAAMjZ2ZnOnz+vtm0HBwcCQFu2bGmybhUVFTRy5EiSSCQ0evRoWrNmDW3btk2tF15mZiaZm5sL22n806NHD7XRJRpbsWKFWm89IqL6+noKDQ2lGTNm0Pbt22nVqlW0f//+Nuchauj52KdPH/ruu++a3H5LRHC+iOfg9CchgoNNFHQ5fFF7LFq0iIyNjYmIKD8/n8rKyprNe+/ePeH3qqoqjeWlpaUa3cZbKq8t2nO87Nq1S6Mrs7bu3r2rkVZaWkpnz56lW7dutatMlRs3btDNmzebXFZdXU1xcXF09OjRFst4+PAhVVZWdqgebaFUKqmoqKhDeeLj48nb27td2xfB+YK7kjOmL7a2tsIQOE3p27ev8HtTt2XkcrlGt/GWyutsgYGBwi2vtlK9RNqYXC7HCy+80OFR3+3s7PDMM880uUyhUCAtLQ3Tp09vsQxLS8sWRxjXNalUiv79+7c7T25uLmJjY3Hw4MHOqF6XMPjeehUVFUhJScGZM2eaHBLEEBQVFSE3NxcTJ05scvnx48eFe+xAQ0+dkJCQTvtnSU1Nxe3bt9XSjI2N0bdvXzz11FMYOHBgp2z3z+DRo0dQKpWoqKho9p0VQ2VkZISYmBgsWbIEgYGBGD16tL6r1KqMjAx88MEHkMkM/lQouHnzJsLDwxEdHa11934xMvgrp5MnT+Ktt97CV199pe+qtNn9+/exfPly2Nvb48iRI03myc3NhZeXF+bNmyf8/PLLL536Lc7FxQW//vor5s2bh9deew2///477t+/j+TkZPj5+eHZZ5/Fe++9h9ra2k6rQ3cUGxuLb7/9FkSE0NBQXLhwQd9V0jlTU1Ps2bOn1W/9YjF58mSDPoE3xcTEBDExMWqD1Roig/+64Ovri4SEBPzv//6vvqvSZjdu3EBAQAD++7//u9k8H330EU6dOgUHBwchrfHtns5gaWmJ1157DWvWrIGDgwMWLVokLCMiHD58GAsXLkRGRgYOHz7c5SMSGKoZM2bA09NT+NzUKBPdRXO30Vjn02akDkNg8MEJaHpUY0MwevRota6wjysqKsLFixexdu3aLp9ttblnFxKJBL6+vqirq4O/vz/GjRuHjIwMmJiYdGn9DNHjU0kwxppnkMHpwYMHOHToEG7cuIG//e1vICKNt+Xv3LmDkydPoqCgAG5ubnjxxReFZbdu3UJiYiKWLFmCnJwcHD16FM888wxeeeUVIcgRkTANslQqhZOTE6ZMmaJV+bryySef4Oeff4atrS2effZZrF27FgsWLBDFyAB+fn7Yv38/Tpw4gYyMDLi7uwPoHu3OGNM/g7vcuHr1KqZNm4Zhw4YhLCwMxcXFSEpKUjthtzRUvrbD7b/33nu4fv06li5dCldXV7z33ntala9LEyZMwIoVK+Du7o6CggL84x//gIeHh2hGBlANzvnTTz8B6D7tzhgTAX12ZG/Pe05jxoyhFStWCJ/r6+vJ3t6eBg0aRETaDZXf2nD79fX19OSTT1JKSoqwfMOGDVqX3xYKhYIA0FtvvdVivgsXLpCTkxMBoPDw8DZvB218b6GsrEx4CbQ5iYmJBIBeeuklg2l3fb/nZCjaeryw7kUEf/94g7qtd+rUKfz8889Yt26dkCaRSDB69Gih51PjofJVGg+VP3bs2GaH2//3v/8tlOno6Ag/Pz/s2bMH3t7eWL58udbld4bhw4cjMzMTjo6OOHjwIFauXNkp22mLiooKAA3TCRhau8+ZM6d9O/0n8vHHHyMhIUHf1WB/UgYVnLKysgA0TEncWONbeu0dKv/xqQ0iIyMxZ84c+Pj44MUXX0RsbCz69+/faUPxa8PMzAze3t6Ijo7u8m035fz58wAaBuvszu3OGOt6BhWcVC+iqjoJNKYKULoaKn/EiBE4f/48Vq5cid27d2PUqFG4dOlSpw/F3xonJyeNkYf1gYjw008/QSqVYsqUKdi/f79BtTtfEbRMIpHg7bffxssvv6zvqjA9EEOnK4PqEDFs2DAADbf3mqOLofIVCgUOHDiAnj17YseOHTh+/DgKCwuRmJjY6UPxt+bIkSPw9vbu9O205u2330ZmZiYiIiIwfPjwbt/ujLEups8nXm3tEFFbW0tOTk5kYWFBP/74IxER3b59m6ytrcnCwoKysrKooqKCbG1tycTEhDZv3kw5OTkUFxdHc+bMEQbJfOeddwgA5eXlCWV7enpSz549qb6+nqqqquiFF16g+vp6Imp4UN+3b186cuQIVVdXt1p+WxQVFREACgoKUku/evUq/fOf/1QbRTk7O5vGjBlDNTU1bd4O2viAMysriwDQX//6V7X03377jRYvXkwSiYSWLFkipGvTLmJod+4QoZ22Hi+sexHB39/wRiX/7bffaPTo0QSA7O3tad68eeTl5UXu7u706aefUlVVVYtD5Wsz3H55eTlZW1uTv78/JSQk0JYtW2jt2rVCHbQZil8bJ06cID8/PwJA/fr1o88++4wKCwuJqGEYfrlcTgBo0qRJFBoaSps2baJHjx61eTtEbTvYvv76a5o4caKwf66urjRlyhTy9PQkb29veuedd+jcuXMa6xlCu3Nw0o4ITk5Mj0Tw94+X/H9F9ELVY6o99//v378PMzMzmJubNzuI5s2bNyGRSNo1lIpSqUR9fT2KioqaXb8j5WtDoVAgPz8fZmZmePrppztUlkQiQVxcXJc8QxBzu8fHx8PPzw96POwNQlceL0x8RPD3TzCoDhGNNR5frrnRne3s7NpdvmqU4pZOgE2Vv3jx4lbLDgoKwogRI1rNZ2pqapAjgOuj3Rlj3YvBBiexmjRpUqt5OnvgVsbERqlUIiMjAxUVFSgpKQHQ0PN05MiRavlKS0vxzTffqKVNmzYNvXv37rK6tlVLU94oFAphOC53d3eMGTMGUqlUp3nOnz+PPn36dLsvbQbVW88QzJkzp9Wfjt6iY8yQlJWVISIiAsOGDYObmxtyc3Mxb948TJo0CdeuXVPLK5fL4ejoiPDwcGzYsAHW1tawtLTUU81b1tqUN/fu3cPgwYORn5+P119/HUlJSfD29lYbfkwXeVxcXPDhhx8iNTW183e6K+nziRdP0951oP8HnKKg7w4Rn3/+uUGUravjpaCggLy8vKi0tFQt3cTERBgeq6nelhs2bKCwsLAOb78zZWRkCL1aHx9+rK6ujtzd3WnmzJlCmlKpJDs7OwoNDdVpHlXaSy+9RBcvXtTJvongfMHTtDPWVU6dOoVVq1YZXNkdsWzZMsyaNUtjupABAwbAw8MDV65cQUBAgEYHlT59+oj2ikll9OjRakNxNZaamoozZ84gMDBQSJNKpViwYAEiIyNRWVmpszyqtGXLliEoKKiT9rbrcXBiTAvl5eWIi4vD+vXrERUVhVu3bgnLkpOTsXXrVuzdu1fIu2PHDmzduhVxcXEAGkZU9/HxQUVFBXbv3o3k5GQAQEFBAXbu3AkiwunTp7Fq1SpERkaiqqqqw2UXFxcjPDwcd+/e7ZpGekxGRgaOHz8OX19fjWUymQxfffUVHBwckJSUhA0bNqgtb2qOtpb+BkDDlCzbtm1DfX09srOzsXHjRhw4cAD19fVq+e7cuYPo6GiEhYXhhx9+0NHeqktMTATwx8ABKkOHDkVlZSVOnDihszwqkydPRnl5ubCOoePgxFgrsrKy4ObmBmNjYwQHB6O0tBRDhgzB/v37AQBeXl7Yu3cv3n//fQBAz549ERAQgHXr1mHbtm0AgN69e8PFxQWmpqZwdHSEra0tYmNj4eLiguXLl2Px4sU4cOAALl68iCVLlmDChAmora1td9kAkJSUhHfffRfx8fFd3WQAgM2bN8PV1bXZmZJ79+6NpKQkWFhYYN26dTh27FizZbX2N9B2Spaumnbl+vXrADRnpe3Xrx8A4Nq1azrL05ibm5tGoDdUHJwYa0FNTQ38/f0xa9YszJ49G3379sU777yDmTNnIjAwEDk5OQCAwYMHq63Xs2dPDBgwQPg8YsQI9O3bFz169MDEiRMxYsQIvPLKK/D09ER1dTVCQkIQFRWF48ePY82aNTh37pwwwG97ygaAuXPn4ssvv8Rrr73WGU3TqosXL+Kpp55qMc/QoUPx+eefAwBeffVVjZMtoN3fwMvLCwsXLgTQcJURHR2N5ORkjBo1CocPHwbQMIr+G2+8gY8//hgjR47EnDlz4Ofnh507dyI9PV2n+3737l1IpVKNGaLNzMwANIyor6s8jTk7O+PSpUstzrBtKDg4MdaCkydPIjc3V2NKjqlTp6KmpgZRUVFtKu/xATXNzc0hk8ng7OwspK1cuRIymazNva+aKnvu3LnNXrl0ppqaGuTl5Wl842/K7NmzsXr1apSVlcHHxwfl5eVqy7X9GzQ3JUt+fj4A9WlXgoODERwcrDbtii419+6lqoedlZWVzvI0JpfLoVQqdb4/+sDvOTHWAtWV0eMniXHjxgEArly50qbytBnt2czMDDY2Nrh//77Oy+4qDx48QF1dnRAwWhMWFoasrCwkJycjICAA06ZNE5Z15G/QeEqWrpx2xdbWFnV1dVAoFDA1NRXSVYF3yJAhyM3N1UmexlRtVFBQoLHM0PCVE2MteOKJJwAAaWlpaul2dnYwNjZu88uh2gQQhUKBoqIi2Nvb67zsrmJlZQVLS0uNq6DmSCQSfPHFF3ByckJSUpLwPA3Q3d+g8bQrnU11K/bxThvFxcUAGoKKrvI09vDhQwDQmFLIEHFwYqwFY8aMAQCNW2zZ2dmora2Fq6srgIbeZ9XV1S2WJZFI1F6ubE56ejqqq6sxY8YMnZfdlZydnXHv3j2NdCLCo0ePNNJ79eqFpKQkyOVytashbf8GrenKaVcWLlwIU1NTnD17Vi09MzMTI0aMwKBBg3SWp7HCwkJIJBI8++yzOt0ffeDgxFgLhg8fjgULFiA1NVV4dgEAZ86cwcCBA4X3Sjw8PFBcXIx9+/ahsrIS+/btQ0lJCfLy8oRvs9bW1igqKkJeXh5+/fVX4R0VpVKpdjI+dOgQJkyYIASn9padmZmJ559/HqdPn+6KptIwbtw4XLp0SSO9sLAQt2/fbjLgOjo6IjY2Vq0bubZ/A9VkpI07AxQXF0OhUICI4OfnB1tbWyxfvhwRERG4cuUK4uPjERQUhPnz5wvrBAUFYfr06Vp1wVe1/+P7YmVlhZCQEERERAi3Faurq5GcnIyoqCgYGRnpLE9jN27cgIeHB3r06NFq3UVPfy8A8wgRXQn6f+NbFNozQkRVVRUFBweTs7MzxcTE0N69e8nT05Py8/OFPOXl5TR27Fhh1IPExESaPXs2TZ06lT777DMiIkpJSSGZTEaWlpa0fft2IiJatGgRSaVSCgkJoRUrVpC/vz95eXmpjZrQ3rIPHz5MEolEyNMWujheHjx4QP369aPr168LaQkJCTR+/HgCQFOmTKFTp041ue7GjRspMjJS+Nza30CbKVlqa2u1mnbFwcGBANCWLVta3L+WprwhapiPLDQ0lGbMmEHbt2+nVatW0f79+9XK0FUeIiKFQkF9+vSh7777rsV6a0ME5wvDm8+JtY8IDjZR6MjwRaWlpXT27Fm6detWs3nu3bsn/F5VVdVkGY0Dz6JFi8jY2JiIiPLz86msrExnZRNRi+W1RFfHy65duyg4OLhd6969e1cjTZu/gTZu3LhBN2/ebHJZdXU1xcXF0dGjRzu0DRWlUklFRUWdnic+Pp68vb3bVcfHieB8wcMXMaYtuVyOF154ATY2Ns3maTzifFO3VuRyebNdu21tbdGrVy+dlt1SeV0hMDAQJSUl+OWXX9q8rupF08a0+Rtow87OrtlpWRQKBdLS0jB9+vQObUNFKpWif//+nZonNzcXsbGxOHjwYLvrKTYcnBjTo0ePHkGpVKKiokLfVekURkZGiImJwaeffopz587puzpaycjIwAcffCDMLSZ2N2/eRHh4OKKjo7Xuum8IODgxpiexsbH49ttvQUQIDQ3FhQsX9F2lTmFqaoo9e/a0emUgFpMnTzaok7yJiQliYmKELvfdhWF8NWCsG5oxYwY8PT2Fz41fsuyOWprdmLWfNqNwGCIOTozpyePTSDDG/sC39RhjjImTy8/tAAAgAElEQVQOByfGGGOiw8GJMcaY6HBwYowxJjqS/38bWC/mzJmDQ4cO6WvzjDHGmhEXF4eXX35ZX5tP0GtwSktL0xgKnjFDlJaWhq1btyIuLk7fVWFMJ3QxEkcH6Dc4MdZdxMfHw8/PD/zvxJhOJPAzJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiQ4HJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiQ4HJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiQ4HJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiQ4HJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiQ4HJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiQ4HJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiQ4HJ8YYY6LDwYkxxpjocHBijDEmOhycGGOMiY5M3xVgzNBUV1fjzp07aml3794FAOTl5amlS6VS2NnZdVndGOsuJERE+q4EY4bk4cOH6N+/P2pra1vNO336dBw/frwLasVYt5LAt/UYa6PevXvDw8MDRkat//v4+/t3QY0Y6344ODHWDq+++ipau+lgamqKWbNmdVGNGOteODgx1g4zZ85Ejx49ml0uk8kwc+ZMWFhYdGGtGOs+ODgx1g5mZmaYNWsWjI2Nm1xeV1eHV155pYtrxVj3wcGJsXaaN29es50izM3NMW3atC6uEWPdBwcnxtrJw8MDcrlcI93Y2Bh+fn4wNTXVQ60Y6x44ODHWTsbGxvD394eJiYlaem1tLebNm6enWjHWPXBwYqwD5s6di5qaGrW0J598EhMmTNBTjRjrHjg4MdYB48aNQ//+/YXPxsbGmD9/PqRSqR5rxZjh4+DEWAcYGRlh/vz5wq292tpazJ07V8+1YszwcXBirIP8/f2FW3u2trb429/+pucaMWb4ODgx1kHPPfccBgwYAAB47bXXIJFI9Fwjxgyf6EYlnzNnjr6rwFibqW7r/fzzz3wMM4Pj6uqKZcuW6bsaakR35XTo0CEUFBTouxrdXkFBAQ4dOqTvaohCeno60tPTO1TGM888A0tLS/Tq1UtHtRIXPl66r/T0dKSlpem7GhpEN2WGRCJBXFwcXn75ZX1XpVuLj4+Hn59fq4OX/hmornQSEhI6VM7333+PyZMn66JKosPHS/elq+Nfx3jKDMZ0pbsGJsb0gYMTY4wx0eHgxBhjTHQ4ODHGGBMdDk6MMcZER3TvOTFmiPLy8rBhwwaEhYXBxsZG39URHaVSiYyMDFRUVKCkpAQA4OTkhJEjR6rlKy0txTfffKOWNm3aNPTu3bvL6tpWRUVFyM3NxcSJEzWWKRQK/Pjjj7hw4QLc3d0xZswYjXEXO5rn/Pnz6NOnD+zs7DptH/WBr5wY04Hz589j3759uHTpkr6rIjplZWWIiIjAsGHD4ObmhtzcXMybNw+TJk3CtWvX1PLK5XI4OjoiPDwcGzZsgLW1NSwtLfVU85bdv38fy5cvh729PY4cOaKx/N69exg8eDDy8/Px+uuvIykpCd7e3qirq9NpHhcXF3z44YdITU3t/J3uSiQyACguLk7f1ej24uLiSIR/fr3w9fUlX1/fDpdz//59HdSm/T7//PNOK7u9x0tBQQF5eXlRaWmpWrqJiQkBoMGDB9Pvv/+usd6GDRsoLCys3fXtChkZGZSVlUUA6K233lJbVldXR+7u7jRz5kwhTalUkp2dHYWGhuo0jyrtpZdeoosXL7Z5P3R1/OtYPF85MaYjTz75pN62ferUKaxatUpv22/OsmXLMGvWLI0ZgwcMGAAPDw9cuXIFAQEBGi/39unTR7RXTCqjR4+Gk5NTk8tSU1Nx5swZBAYGCmlSqRQLFixAZGQkKisrdZZHlbZs2TIEBQV10t52PQ5OjOlAfX09UlJScO7cOSHt1q1b2LZtG+rr65GdnY2NGzfiwIEDqK+vF/IUFBRg586dICKcPn0aq1atQmRkJKqqqgAAycnJ2Lp1K/bu3QsAKC8vx44dO7B161bExcUBAFJSUuDj44OKigrs3r0bycnJAIDi4mKEh4fj7t27XdUMajIyMnD8+HH4+vpqLJPJZPjqq6/g4OCApKQkbNiwQW25kZERjIzUT0/l5eWIi4vD+vXrERUVhVu3bqkt16a9AeDOnTuIjo5GWFgYfvjhBx3trbrExEQAwLBhw9TShw4disrKSpw4cUJneVQmT56M8vJyYR1Dx8GJsQ7KycmBn58f/v73vyMzMxNAQ1B57rnnsHTpUmzfvh0fffQR0tPTERAQgE2bNgEAYmNj4eLiguXLl2Px4sU4cOAALl68iCVLlmDChAmora2Fl5cX9u7di/fffx8A0LNnTwQEBGDdunXYtm0bAKB3795wcXGBqakpHB0dYWtrCwBISkrCu+++i/j4eD20CrB582a4urqiZ8+eTS7v3bs3kpKSYGFhgXXr1uHYsWPNlpWVlQU3NzcYGxsjODgYpaWlGDJkCPbv3w9Au/YGGgL5+vXrMXLkSAwePBg+Pj4IDg7W7Y4DuH79OgDA2tpaLb1fv34AgGvXruksT2Nubm4agd5QcXBirIOGDBmCtWvXqqV5eXlh4cKFABq+9UZHRyM5ORmjRo3C4cOHAQCvvPIKPD09UV1djZCQEERFReH48eNYs2YNzp07h+joaADA4MGD1cru2bOnMEUHAIwYMQJ9+/ZFjx49MHHiRIwYMQJAwxTyX375JV577bXO2vUWXbx4EU899VSLeYYOHYrPP/8cAPDqq69qnGwBoKamBv7+/pg1axZmz56Nvn374p133sHMmTMRGBiInJwcrdq7oqICb7zxBj7++GOMHDkSc+bMgZ+fH3bu3NnhgX8fd/fuXUilUmG0ehUzMzMAQGFhoc7yNObs7IxLly4J84sZMg5OjOmAqampRtpf/vIXAFB7LjFkyBDk5+cLn83NzSGTyeDs7CykrVy5EjKZrM29rx6fR8rc3Bxz585t9sqlM9XU1CAvL0/jG39TZs+ejdWrV6OsrAw+Pj4oLy9XW37y5Enk5uZi7NixaulTp05FTU0NoqKiALTe3gcPHkRVVRX+9a9/ITg4GMHBwSgsLISDg4NwhaIrFhYWTaarethZWVnpLE9jcrkcSqVS5/ujD/yeE2NdSCqVtjqyt5mZGWxsbHD//v02lS2mSQ4fPHiAuro6IWC0JiwsDFlZWUhOTkZAQACmTZsmLMvJyQGgecIfN24cAODKlSvNltu4vS9fvgxra2vs2LGjTfvSHra2tqirq4NCoVD74qIKvEOGDEFubq5O8jSmaqOCggKNZYaGr5wYExmFQoGioiLY29u3aT0xBScrKytYWlpqXAU1RyKR4IsvvoCTkxOSkpKE52kA8MQTTwCAxpxDdnZ2MDY21voFXalUiqtXr6K2tlbLvWg/1a3YxzttFBcXA2gIKrrK09jDhw8BQHjuaMg4ODEmMunp6aiursaMGTMANPRsq66ubnEdiUSi9uKmGDg7O+PevXsa6USER48eaaT36tULSUlJkMvlaldDY8aMAQCN25zZ2dmora2Fq6urVvUZPnw4KisrsWvXLrX00tJS7Ny5U6sytLVw4UKYmpri7NmzaumZmZkYMWIEBg0apLM8jRUWFkIikeDZZ5/V6f7oAwcnxnRAoVAA+OMbLQD8/vvvAKD2cLq4uBgKhULt1p5SqVQ7GR86dAgTJkwQgpOHhweKi4uxb98+VFZWYt++fSgpKUFeXp7wTdna2hpFRUXIy8vDr7/+isrKSmRmZuL555/H6dOnO22/WzJu3LgmR8woLCzE7du3mwy4jo6OiI2NVetGPnz4cCxYsACpqalqz+vOnDmDgQMHCu/2tNbefn5+sLW1xfLlyxEREYErV64gPj4eQUFBmD9/vrBOUFAQpk+frlUXfFX7P74vVlZWCAkJQUREhPC3rq6uRnJyMqKiomBkZKSzPI3duHEDHh4e6NGjR6t1Fz19vf7bHPAIEV2CR4j4Q0ffkE9PTydfX18CQEOHDqVjx47R6dOnyd7engDQG2+8QYWFhXTw4EHq1asXAaD169dTbW0tLVq0iKRSKYWEhNCKFSvI39+fvLy81EZNKC8vp7FjxwojKiQmJtLs2bNp6tSp9NlnnxERUUpKCslkMrK0tKTt27cTEdHhw4dJIpEIeTqiPcfLgwcPqF+/fnT9+nUhLSEhgcaPH08AaMqUKXTq1Kkm1924cSNFRkYKn6uqqig4OJicnZ0pJiaG9u7dS56enpSfn09EpHV75+Tk0KBBgwgAASBnZ2c6f/682rYdHBwIAG3ZsqXF/Ttx4gT5+fkRAOrXrx999tlnVFhYKCyvr6+n0NBQmjFjBm3fvp1WrVpF+/fvVytDV3mIiBQKBfXp04e+++67Fuv9OLGOECG6sxMHp67BwekP+vznXLRoERkbGxMRUX5+PpWVlTWb9969e8LvVVVVGstLS0s1hgJqqby2aO/xsmvXLgoODm7XNu/evauRVlpaSmfPnqVbt261q0yVGzdu0M2bN5tcVl1dTXFxcXT06NEObUNFqVRSUVFRp+eJj48nb2/vNtdPrMGJb+sxJhK2trbo1atXs8v79u0r/N7UbRu5XK7Rbbyl8rpCYGAgSkpK8Msvv7R5XdWLpo3J5XK88MILHR753c7ODs8880yTyxQKBdLS0jB9+vQObUNFKpWif//+nZonNzcXsbGxOHjwYLvrKTYcnBjTo0ePHkGpVKKiokLfVekURkZGiImJwaeffqo2tJOYZWRk4IMPPoBMZhhv2ty8eRPh4eGIjo7Wuuu+ITCM1m+DiooKpKSk4MyZM2rDlhiSluaHaSwrKwupqakwMTGBp6dnp84jlJqaitu3b6ulGRsbo2/fvnjqqacwcODATtt2dxUbG4tvv/0WRITQ0FAEBgYKozt0J6amptizZ49aZwYxmzx5sr6r0CYmJiaIiYkR1asEutDtgtPJkyexYsUK1NfXG1xwun//PjZt2oSdO3ciMDCw2eBUXFyMlStX4s6dO9i1a1eztyd0ycXFBampqVizZg1MTEywfft21NfXIz09HadOncLDhw/xyiuvYN26dTA2Nu70+nQHM2bMgKenp/C5qVEmupOuOE7/jLQZhcMQdbvber6+vnj++ecN5pK8sRs3biAgIEAYkbq5PIMHD4ZCocCJEye67B/e0tJSGKPNwcEBixYtwptvvoktW7YgMzMTERER+OSTT+Dp6an1i5d/dnK5HJaWlsJPd7olw1hHGd4ZXAtNDbdvCEaPHt3igI01NTV4+eWX8cQTT2i8SNgVmnu4LpFI4Ovri7q6Ovj7+2PcuHHIyMjQGKySMca01S2C04MHD3Do0CHcuHEDf/vb30BEGvdf79y5g5MnT6KgoABubm548cUXhWW3bt1CYmIilixZgpycHBw9ehTPPPMMXnnlFSHIERF+/PFHXLhwAVKpFE5OTpgyZYpW5evK6tWrce7cOezduxfm5uY6L7+j/Pz8sH//fpw4cQIZGRlwd3cH0D3anjHWtQzv8uIxV69exbRp0zBs2DCEhYWhuLgYSUlJasGppTlctJ0H5r333sP169exdOlSuLq64r333tOqfF06ePAgZDIZLl26hL///e+wsLDA+PHjcf78eZ1vq71UI0f/9NNPALpP2zPGuph+37PShDa+hDtmzBhasWKF8Lm+vp7s7e1p0KBBRNTwdr29vT1VVFQIeRYuXEgAKC0tjYiIVq5cSQDo+++/F/KMGjWKnnvuOaHMJ598klJSUoTlGzZs0Lr8tlAoFASA3nrrLbX0goICAkAjRoygkpISIiK6evUqWVtbk4WFBRUUFLRpO+15qbKsrEwYpaA5iYmJBIBeeuklg2l7kb6EKCr80nb3JdLjP96gb+udOnUKP//8M9atWyekSSQSjB49GhcuXACgPoeLSuM5XMaOHdvsPDD//ve/hTIdHR3h5+eHPXv2wNvbG8uXL9e6fF1QXR35+PgIozQPGjQIH330EebOnYudO3di48aNOtlWR6je1zE3Nzeotj906FC364rbGbiNuidfX199V0GDQQenrKwsAA2zaTbW+B+ovXO4PD7vTmRkJObMmQMfHx+8+OKLiI2NRf/+/btsjhi5XA4AePLJJ9XSVSMyX716tVO3ry1VEB0zZoxBtf3YsWPx9ttvd7ic7iotLQ1bt25FXFycvqvCdOzjjz/WdxWaZNDBSTUK8c8//6wxf4kqQDWew6Uj79+MGDEC58+fx8qVK7F7926MGjUKly5d0ln5rVENjZ+ZmamW/swzz8DY2Fgvs50+jojw008/QSqVYsqUKdi/f7/BtL2NjQ1efvnlDpXR3W3dupXbqBtKSEjQdxWaZNAdIoYNGwag4fZec3Qxh4tCocCBAwfQs2dP7NixA8ePH0dhYSESExO7bI4YKysrTJ06Fenp6Wrp//nPf1BbWws3Nzedbau93n77beGdp+HDh3ebtmeM6YGeH3ppQBs6RNTW1pKTkxNZWFjQjz/+SEREt2/fFjoJZGVlUUVFBdna2pKJiQlt3ryZcnJyKC4ujubMmSOM4PzOO+8QAMrLyxPK9vT0pJ49e1J9fT1VVVXRCy+8QPX19UTU8JC+b9++dOTIEaqurm61/LYoKioiABQUFKSxLDs7mywsLOjs2bNC2q5du2jw4MFUW1vbpu205wF3VlYWAaC//vWvaum//fYbLV68mCQSCS1ZskRI16ZtxND2In0gLCrcIaL7Eunxb/hTZvz22280evRoAkD29vY0b9488vLyInd3d/r000+pqqqqxTlctJkHpry8nKytrcnf358SEhJoy5YttHbtWqEO2swRo43W5ochaggQL774Iq1du5Y2btxIM2bMoDt37rR5W2092Xz99dc0ceJEYR9dXV1pypQp5OnpSd7e3vTOO+/QuXPnNNYzhLYX6T+nqHBw6r5EevzHS4gaPXkWAYlEgri4uDbf275//z7MzMxgbm6OiooKWFhYaOS5efMmJBJJu4b8USqVqK+vR1FRUbPrd6T8trpz5w7+8pe/oHfv3u1aPz4+Hn5+fuiqP7+Y237OnDkAxHvvXQy6+nhhXUekx3+CQXeIaKzxXDdNBSagYQ6X9lKN1dfSya+p8hcvXtxq2UFBQW0ejfqpp55qU35900fbM8YMV7cJTmI1adKkVvM0DqyM/RkolUpkZGSgoqICJSUlABredRs5cqRavtLSUnzzzTdqadOmTWv3HYPOdvz4caEXMdAwPFdISAjMzMwANHTwUQ3F5e7ujjFjxkAqlaqV0VKe8+fPo0+fPn+KL2McnDqZ6pKZMdagrKwMO3fuREhICIyMjLB582aEhYVBLpcjIyNDeG0CaHi/z9HREa+99hrq6uqwY8cOWFpa6rH2zcvNzYWXl5farU9/f38hMN27dw9jx47Fu+++i9dffx2bN2/GBx98gKNHjwrBp7U8Li4uWLJkCebOnYvx48frZT+7ikF3JWesO9i/f79Blt0et2/fxvz587F48WL07NkT5ubmeP/992FiYoKysjL4+PioTbkikUgwatQo+Pn5wd/fHxMnThTtKBUfffQRTp06hfz8fOFn3759AID6+nr813/9F4YNG4Y33ngDTz75JMLDw5GdnY3Vq1drnUcmkyEyMhIffvghLl26pLd97QocnBjTo1OnTmHVqlUGV3Z7LVu2DLNmzRJGPFEZMGAAPDw8cOXKFQQEBGh0vOjTp49or5iAhtmrL168iAEDBsDW1lb46dGjB4CGmaTPnDmDwMBAYR2pVIoFCxYgMjISlZWVWuVRpS1btgxBQUFdu5NdjIMTY+1UXl6OuLg4rF+/HlFRUbh165awLDk5GVu3bsXevXuFvDt27FAbAiglJQU+Pj6oqKjA7t27kZycDAAoKCjAzp07QUQ4ffo0Vq1ahcjISGESyo6UXVxcjPDwcNy9e7drGqmRjIwMHD9+vMlx3GQyGb766is4ODggKSkJGzZsUFve1BxtLbU/0PC8Z9u2baivr0d2djY2btyIAwcOoL6+Xi3fnTt3EB0djbCwMPzwww/t2rdPPvlEGKnG3t4eMTExagE2MTERwB8DB6gMHToUlZWVOHHihFZ5VCZPnozy8nJhne6IgxNj7ZCVlQU3NzcYGxsjODgYpaWlGDJkiHAbzcvLC3v37sX7778PAOjZsycCAgKwbt06bNu2DQDQu3dvuLi4wNTUFI6OjrC1tUVsbCxcXFywfPlyLF68GAcOHMDFixexZMkSTJgwAbW1te0uGwCSkpLw7rvvIj4+vqubDJs3b4arq2uzQ2317t0bSUlJsLCwwLp163Ds2LFmy2qt/bWdjkVXU65MmDABK1asgLu7OwoKCvCPf/wDHh4eqKurAwBcv34dgOaU6v369QMAXLt2Tas8jbm5uWkE8W5Ff+9YNQ1tfAmXtQ+/VPmHtr6EqFAoyMnJSe1lYCKiefPmkYmJCV2+fFko18bGRi3PqFGjyNXVVfjs4+NDtra2anleffVVkkgklJ2dLaStWbOGANCuXbs6VHZFRQV9+eWXbR69RBfHy8CBAykgIKDJZS4uLsLvhw8fJolEQnK5nK5evUpERLt376bIyEgi0r79W5uORdfT3ahcuHCBnJycCACFh4cL25VKpRp5MzIyCAAFBwdrlaexbdu2kUwmI4VC0e66Eon3JVy+cmKsjU6ePInc3FyNKTmmTp2KmpoaREVFtam8xx/wm5ubQyaTwdnZWUhbuXIlZDIZUlNTO1z23Llzu3yg4JqaGuTl5WlcFTRl9uzZWL16dZMdJADt27+56Vjy8/MBqE+5EhwcjODgYLUpV9pr+PDhyMzMhI2NDQ4ePAig+XcvVVdWVlZWWuVpTC6XQ6lUdqiuYsZdyRlro5ycHACaJ5xx48YBAK5cudKm8rTpfWZmZgYbGxvcv39f52V3hQcPHqCurk4IGK0JCwtDVlYWkpOTERAQgGnTpgnLOtL+jadj6czpbszMzODt7Y3o6GgAgK2tLerq6qBQKGBqairkUwXeIUOGIDc3t9U8jan2v6CgQGNZd8BXToy1kWqyx7S0NLV0Ozs7GBsbt/kFUW0CiEKhQFFREezt7XVedlewsrKCpaWlxlVQcyQSCb744gs4OTkhKSlJeJYG6K79G0+50hmcnJyEd7YGDx4MABqdNoqLiwE0BB5t8jT28OFDANCYLqi74ODEWBuNGTMGADRusWVnZ6O2tlaYAFImk6G6urrFsiQSiXDbpiXp6emorq7GjBkzdF52V3F2dsa9e/c00okIjx490kjv1asXkpKSIJfL1a6GtG3/1nT2lCtHjhyBt7c3AGDhwoUwNTXF2bNn1fJkZmZixIgRGDRokFZ5GissLIREIsGzzz7b4bqKEQcnxtpo+PDhWLBgAVJTU4XnFwBw5swZDBw4UHj/xMPDA8XFxdi3bx8qKyuxb98+lJSUIC8vT/jWa21tjaKiIuTl5eHXX38V3mVRKpVqJ+RDhw5hwoQJQnBqb9mZmZl4/vnncfr06a5oKjXjxo1r8sXRwsJC3L59u8lg6+joiNjYWLVu5Nq2v2oYoZqaGiFPcXExFAoFiAh+fn6wtbXF8uXLERERgStXriA+Ph5BQUGYP3++sE5QUBCmT5/ebPf7a9euYenSpfjll1+EtMuXL6OyshLvvfcegIYrx5CQEERERAi3Faurq5GcnIyoqCgYGRlplaexGzduwMPDQ3iXqtvRa3+MJoB763UJ7q33h/b0VqqqqqLg4GBydnammJgY2rt3L3l6elJ+fr6Qp7y8nMaOHUsAaPDgwZSYmEizZ8+mqVOn0meffUZERCkpKSSTycjS0pK2b99ORESLFi0iqVRKISEhtGLFCvL39ycvLy+1HnbtLVvVE06VR1u6OF4ePHhA/fr1o+vXrwtpCQkJNH78eAJAU6ZMoVOnTjW57saNG4XeekStt78207HU1tZqNeWKg4MDAaAtW7Y0WbfMzEySy+UEgCZNmkShoaG0adMmevTokVq++vp6Cg0NpRkzZtD27dtp1apVtH///jbnIWrosdinTx/67rvvWmhx7Yi1t57ozk4cnLoGB6c/dOSfs7S0lM6ePUu3bt1qNs+9e/eE36uqqposo3HgWbRoERkbGxMRUX5+PpWVlemsbCJqsbzm6Op42bVrl0aXaG3dvXtXI02b9tfGjRs36ObNm00uq66upri4ODp69Giz61dXV9O1a9eooKCg1W0plUoqKirqUJ74+Hjy9vZudVvaEGtw4tt6jHWAXC7HCy+8ABsbm2bzNB51vqlbMHK5vNmu3ba2tujVq5dOy26pvM4WGBiIkpIStVtg2lK9jNqYNu2vDTs7u2anZFEoFEhLS8P06dObXd/U1BQDBw7E008/3eq2pFIp+vfv3+48ubm5iI2NFbqpd1ccnBgTmUePHkGpVKKiokLfVdE5IyMjxMTE4NNPP8W5c+f0XR2tZGRk4IMPPhDmFdOnmzdvIjw8HNHR0Vp3yzdUHJwYE5HY2Fh8++23ICKEhobiwoUL+q6SzpmammLPnj2tXj2IxeTJk0UTCExMTBATEyN0p+/O9P9VgDEmmDFjBjw9PYXPjV/G7G5amtmYNU2bETa6Cw5OjInI41NJMPZnxbf1GGOMiQ4HJ8YYY6LDwYkxxpjoiPKZ0+MDOjLdU7WxPiadE5uCggIA3BYt4eOl+yooKOjwe2KdQULUaC5hERDLKMqMMfZn4evri4SEBH1Xo7EE0V05iSxWMqaV+Ph4+Pn58fHLmI7wMyfGGGOiw8GJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiw8GJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiw8GJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiw8GJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiw8GJMcaY6HBwYowxJjocnNdfB4gAAB06SURBVBhjjIkOByfGGGOiw8GJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiw8GJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiw8GJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiI9N3BRgzNPfu3cO+ffvU0i5evAgA2LRpk1r6E088gcDAwC6rG2PdhYSISN+VYMyQKJVKWFlZ4eHDhzA2Nm42n0KhwKJFi7Br164urB1j3UIC39ZjrI1kMhnmzp0LqVQKhULR7A8AzJs3T8+1ZcwwcXBirB3mzp2L2traFvNYWVnB3d29i2rEWPfCwYmxdnB1dYWNjU2zy01MTDB//nwYGfG/GGPtwf85jLWDRCLBq6++2uwzp5qaGsydO7eLa8VY98HBibF2aunWnr29PUaOHNnFNWKs++DgxFg7ubi4wNHRUSPdxMQECxYs0EONGOs+ODgx1gHz58/XuLVXU1MDf39/PdWIse6BgxNjHfDqq69CqVQKnyUSCYYPH45BgwbpsVaMGT4OTox1gJ2dHUaNGgWJRAIAkEqlfEuPMR3g4MRYBwUEBEAqlQIA6urq8PLLL+u5RowZPg5OjHXQyy+/jPr6ekgkEri5ueHpp5/Wd5UYM3gcnBjrICsrK0yYMAFExLf0GNMR0Q/8qrqXzxhjTDd8fX2RkJCg72q0JMEgpsxYunQpXF1d9V2Nbi0tLQ1bt25FXFycvquidx9//DEA4O2339Z6naqqKuzZswf//Oc/O6taosLHi+FSHd9iZxDBydXVlR8yd4GtW7dyOwPCN8q2tsWUKVPw1FNPdUaVRImPF8Mk8ismAT9zYkxH/kyBibHOxsGJMcaY6HBwYowxJjocnBhjjIkOByfGGGOiYxC99RgzNHl5ediwYQPCwsJanDH3z0qpVCIjIwMVFRUoKSkBADg5OWnMgVVaWopvvvlGLW3atGno3bt3l9W1LY4fP47ff/9d+Hzr1i2EhITAzMwMAKBQKPDjjz/iwoULcHd3x5gxY4Shr1RaynP+/Hn06dMHdnZ2XbdTesJXTox1gvPnz2Pfvn24dOmSvqsiOmVlZYiIiMCwYcPg5uaG3NxczJs3D5MmTcK1a9fU8srlcjg6OiI8PBwbNmyAtbU1LC0t9VTzluXm5sLLywvz5s0Tfn755RchMN27dw+DBw9Gfn4+Xn/9dSQlJcHb2xt1dXVCGa3lcXFxwYcffojU1FS97GOXIpEDQHFxcfquRrcXFxdHBnA4dAlfX1/y9fXtcDn379/XQW3a7/PPP++0stt7vBQUFJCXlxeVlpaqpZuYmBAAGjx4MP3+++8a623YsIHCwsLaXd+uEBgYSCkpKZSfny/8VFVVERFRXV0dubu708yZM4X8SqWS7OzsKDQ0VOs8qrSXXnqJLl682K566ur47mTxfOXEWCd58skn9bbtU6dOYdWqVXrbfnOWLVuGWbNmQS6Xq6UPGDAAHh4euHLlCgICAkCPjarWp08f0V4xAUBRUREuXryIAQMGwNbWVvjp0aMHACA1NRVnzpxBYGCgsI5qepXIyEhUVlZqlUeVtmzZMgQFBXXtTnYxDk6MdYL6+nqkpKTg3LlzQtqtW7ewbds21NfXIzs7Gxs3bsSBAwdQX18v5CkoKMDOnTtBRDh9+jRWrVqFyMhIVFVVAQCSk5OxdetW7N27FwBQXl6OHTt2qA0llJKSAh8fH1RUVGD37t1ITk4GABQXFyM8PBx3797tqmZQk5GRgePHj8PX11djmUwmw1dffQUHBwckJSVhw4YNasuNjIxgZKR+uiovL0dcXBzWr1+PqKgo3Lp1S225Nu0NAHfu3EF0dDTCwsLwww8/tGvfPvnkE/z888+wtbWFvb09YmJi1AJsYmIiAGDYsGFq6w0dOhSVlZU4ceKEVnlUJk+ejPLycmGd7oiDE2M6lpOTAz8/P/z9739HZmYmgIag8txzz2Hp0qXYvn07PvroI6SnpyMgIACbNm0CAMTGxsLFxQXLly/H4sWLceDAAVy8eBFLlizBhAkTUFtbCy8vL+zduxfvv/8+AKBnz54ICAjAunXrsG3bNgBA79694eLiAlNTUzg6OsLW1hYAkJSUhHfffRfx8fF6aBVg8+bNcHV1Rc+ePZtc3rt3byQlJcHCwgLr1q3DsWPHmi0rKysLbm5uMDY2RnBwMEpLSzFkyBDs378fgHbtDTQE8vXr12PkyJEYPHgwfHx8EBwc3OZ9mzBhAlasWAF3d3cUFBTgH//4Bzw8PIRnRdevXwcAWFtbq63Xr18/AMC1a9e0ytOYm5ubRhDvVvR8X7FV4GdOXYKfOf1BF/fkL168SADo008/FdJWrlxJAOj7778X0kaNGkXPPfec8PnVV18liURC2dnZQtqaNWsIAO3atUuon42Njdr2Ro0aRa6ursJnHx8fsrW1VctTUVFBX375ZZPPdNqqPcfLwIEDKSAgoMllLi4uwu+HDx8miURCcrmcrl69SkREu3fvpsjISCIiUigU5OTkRGvXrlUrY968eWRiYkKXL18motbbu7y8nOzt7amiokJYvnDhQgJAaWlpbdq3xi5cuEBOTk4EgMLDw4XtSqVSjbwZGRkEgIKDg7XK09i2bdtIJpORQqFoU/34mRNjf2KmpqYaaX/5y18ANHSZVhkyZAjy8/OFz+bm5pDJZHB2dhbSVq5cCZlM1uYeWo9PN2Nubo65c+c2e+XSmWpqapCXl6dxVdCU2bNnY/Xq1SgrK4OPjw/Ky8vVlp88eRK5ubkYO3asWvrUqVNRU1ODqKgoAK2398GDB1FVVYV//etfCA4ORnBwMAoLC+Hg4CBcxbTH8OHDkZmZCRsbGxw8eBAAYGFh0WRe1ZWVlZWVVnkak8vlUCqVHaqrmPF7TozpkVQq1Xj4/zgzMzPY2Njg/v37bSpbTHOhPXjwAHV1dULAaE1YWBiysrKQnJyMgIAATJs2TViWk5MDQPOEP27cOADAlStXmi23cXtfvnwZ1tbW2LFjR5v2RRtmZmbw9vZGdHQ0AMDW1hZ1dXVQKBRqX1xUgXfIkCHIzc1tNU9jqv0vKCjQWNYd8JUTYyKnUChQVFQEe3v7Nq0npuBkZWUFS0tLjaug5kgkEnzxxRdwcnJCUlKS8DwNAJ544gkADXNKNWZnZwdjY2OtX9CVSqW4evUqamtrtdyLtnFycsKgQYMAAIMHDwYAjU4bxcXFABoCjzZ5Gnv48CEACM8UuxsOToyJXHp6OqqrqzFjxgwADT3bqqurW1xHIpGovdwpBs7Ozrh3755GOhHh0aNHGum9evVCUlIS5HK52tXQmDFjAEDjNmd2djZqa2u1nph0+PDhqKysxK5du9TSS0tLsXPnTq3KaMmRI0fg7e0NAFi4cCFMTU1x9uxZtTyZmZkYMWIEBg0apFWexgoLCyGRSPDss892uK5ixMGJsU6gUCgA/PGtF4AwrE1NTY2QVlxcDIVCoXZrT6lUqp2MDx06hAkTJgjBycPDA8XFxdi3bx8qKyuxb98+lJSUIC8vT/g2bW1tjaKiIuTl5eHXX39FZWUlMjMz8fzzz+P06dOdtt8tGTduXJMjZhQWFuL27dtNBlxHR0fExsaqdSMfPnw4FixYgNTUVLXndWfOnMHAgQOF939aa28/Pz/Y2tpi+fLliIiIwJUrVxAfH4+goCDMnz9fWCcoKAjTp09vtgv+tWvXsHTpUvzyyy9C2uXLl1FZWYn33nsPQMOVY0hICCIiIoS/dXV1NZKTkxEVFQUjIyOt8jR248YNeHh4CO9SdTt67I2hFXBvvS7BvfX+0NHeTOnp6eTr60sAaOjQoXTs2DE6ffo02dvbEwB64403qLCwkA4ePEi9evUiALR+/Xqqra2lRYsWkVQqpZCQEFqxYgX5+/uTl5eXWg+78vJyGjt2rDCiQmJiIs2ePZumTp1Kn332GRERpaSkkEwmI0tLS9q+fTsR/dELTpWnI9pzvDx48ID69etH169fF9ISEhJo/PjxBICmTJlCp06danLdjRs3Cr31iIiqqqooODiYnJ2dKSYmhvbu3Uuenp6Un59PRKR1e+fk5NCgQYMIAAEgZ2dnOn/+vNq2HRwcCABt2bKlybplZmaSXC4nADRp0iQKDQ2lTZs20aNHj9Ty1dfXU2hoKM2YMYO2b99Oq1atov3797c5D1FDj8U+ffrQd99910KLN81QeuuJ/mzEwalrcHD6gz7/eRctWkTGxsZERJSfn09lZWXN5r13757wu2qYnMZKS0s1uo23VF5btPd42bVrl0aXaG3dvXtXI620tJTOnj1Lt27daleZKjdu3KCbN282uay6upri4uLo6NGjza5fXV1N165do4KCgla3pVQqqaioqEN54uPjydvbu9VtNcVQghPf1mNMpGxtbdGrV69ml/ft21f4valbO3K5XKPbeEvldYXAwECUlJSo3QLTlupl1MbkcjleeOGFDo/8bmdnh2eeeabJZQqFAmlpaZg+fXqz65uammLgwIF4+umnW92WVCpF//79250nNzcXsbGxQjf17qrbdyWvqKhASkoKzpw5o/ZmuCEpKipCbm4uJk6cqJZ+7ty5Zt9xGDt2bKc+KE1NTcXt27fV0oyNjdG3b1889dRTGDhwYKdtuzt79OgRlEolKioqmn3vxZAZGRkhJiYGS5YsQWBgIEaPHq3vKrUqIyMDH3zwAWQy/Z8ub968ifDwcERHR2vdLd9Q6b+1O9nJkyexYsUK1NfXG1xwun//PjZt2oSdO3ciMDBQLTgREebOnYtff/21yXUzMzM7NTi5uLggNTUVa9asgYmJCbZv3476+nqkp6fj1KlTePjwIV555RWsW7cOxsbGnVaP7iQ2NhbffvstiAihoaEIDAzEiBEj9F0tnTM1NcWePXvUOjOI2eTJk/VdBYGJiQliYmJE9ZpAZ+n2t/V8fX3x/PPPi+JbT1vduHEDAQEBwqCfjX3//ffw9PTEb7/9BoVCIfx8++23+Otf/4pRo0Z1at0sLS3x2muvAQAcHBywaNEivPnmm9iyZQsyMzPxf+3de1BU5RsH8O8JxJSFxQhsC6KhDIpB04kUEdMRkLgMhNASKU2WWBANIU41ZU0OXiaYYSwaL1gSQcVVwJG0ZsBLTIgTl9EAG+UmBHJTAoXlss/vD34cWWHZC8te4P3MMCPnnH3Ou+cc9nHPed/3SUhIwDfffANfX1+lx7bMd35+fqirq8Pt27exb98+ODg46LpJs0rebTRGPpFINC8SEzAPvjkBU89obAhcXFxkusFOJBAIkJSUNOl9FRQUYMuWLdpontznFxzHITg4GKOjowgNDYW7uzvKy8thYmKilXYZqgfLSDDMfDYnk1NPTw9ycnLQ2NiIF198EUQ06X8b//77L86cOYOWlha4ublh06ZN/LqbN28iLy8P0dHRqKmpQUFBAZ588km88cYbfDIgIr6UspGRERwdHeHp6alUfE2YaqChVCpFXl4ecnJyNLovdYnFYqSlpaGoqAjl5eVYt24dAMM/9gzDzD7D+zqhwLVr1+Dt7Q1nZ2fs3bsXXV1dyM/Pl0lO002Tr+xU+5999hmuX7+OmJgYuLq68oPtFMWfTaWlpeA4TukR8towPjnnxYsXAczdY88wjIbptCe7EqDiOKfVq1fT7t27+d+lUinZ29vTs88+S0TKTZOvaKp9qVRKjz76KJWUlPDr4+PjlY6vColEQgDogw8+ULhtdHS02mNI1Bm30tvbyw8ElScvL48A0CuvvGIwx95AxoHoFBsXZ7gM5PrOmlO39YqLi3Hp0iV88cUX/DKO4+Di4oKqqioAstPkj5s4Tf6aNWvkTrV/9uxZPqaDgwPEYjGOHTuGgIAAxMXFKR1/NhARcnNzkZ6ePivx1dXf3w9grFyDIR37lpYWnRXlMwTjk66yY2R4WlpaZjwuTBvmVHKqrq4GMFbWeKKJt/TUnSb/wdIGycnJCAkJQWBgIDZt2oSMjAwsXbp0Vqfhn05paSmGhoawfv16re5XkYqKCgBjk3Ua0rEvKyuDWCyecZy5jh0jwxQcHKzrJig0p545jU/0eOnSpUnrxhOUpqbJf+GFF1BRUYHIyEicO3cOq1atQk9Pz6xPwy9PTk4OAgICYGRkpNX9ToeIcPHiRRgZGcHT09Ogjn1wcDCIiP3I+cnMzOTPMfsxrB9DSEzAHEtOzs7OAMZu78mjiWnyJRIJfvzxR5iZmeHbb7/F6dOn0dbWhry8vFmfhn8qRIScnBytdSFX1ocffsiPeVqxYsWcPPYMw8wS0nNQoUPE8PAwOTo6kkAgoPPnzxMRUWtrK4lEIhIIBFRdXU39/f1ka2tLJiYm9NVXX1FNTQ1lZmZSSEgIP0nmrl27CADV19fzsX19fcnMzIykUikNDAzQ2rVrSSqVEtHYQ3orKys6efIkDQ4OKoyvivb2dgJAERERcrcpLS0loVBIEolE5fjj1HnAXV1dTQDoqaeeklne0NBAkZGRxHEcRUdH88uVOTb6cOwN5IGxTrEOEYbLQK7vuTcreUNDA7m4uBAAsre3p7CwMPL396d169bR4cOHaWBgYNpp8pWZar+vr49EIhGFhoZSdnY2JSYm0ueff863QZlp+JVRVFREYrGYAJC1tTWlpKRQW1vbpO1iYmJo69atKsefSNUPm8LCQtqwYQP/Hl1dXcnT05N8fX0pICCAdu3aRZcvX570OkM49gbyx6tTLDkZLgO5vrM4Irr/pFkPcRyHzMxMvPbaayq9rrOzE4sXL4apqancSTSbmprAcZxa06iMjIxAKpWivb1d7utnEl8VDQ0NMDc3h6WlpdoxsrKyIBaLoa3LQZ+PfUhICAAgOztb5dfOF9q+XhjNMZDrO3tO9dabaGI5AXmzO9vZ2akdf3yuvuk+/KaKHxkZqTB2RESEShN+GmKZZl0ce4ZhDMecTU76auPGjQq3mZhYGYZh5iOWnLRs/Cs1wzDTGxkZQXl5Ofr7+9Hd3Q1gbHD2ypUrZba7c+cOfv31V5ll3t7eWLJkidbaqqqparRVVFTA0tKSfev/vznVlZxhmLmht7cXCQkJcHZ2hpubG+rq6hAWFoaNGzfin3/+kdlWKBTCwcEBBw4cQHx8PEQiESwsLHTU8ul1dnYiLi4O9vb2OHnypMy65cuX4+DBg7hw4YKOWqdfWHJiGD2TlpZmkLE1pbW1Fdu2bUNkZCTMzMxgamqKL7/8EiYmJujt7UVgYKBMjTCO47Bq1SqIxWKEhoZiw4YNelvzaLoabcbGxkhOTsbBgwdx5coVHbROv7DkxDB6pLi4GJ988onBxdak2NhYvPrqq5PqWz3zzDPw8vJCbW0twsPDJ/UUtLS01NtvTONcXFxk5o18kJGREWJjYxEREaHFVukn9syJYTSkr68PRUVFqK2tha2tLby8vGBrawtgrBzIjRs3IBAI8M4776Cvrw9paWkYHh6GSCSCWCxGSUkJAgMDwXEcjh49iscffxz+/v5oaWlBYWEh3nvvPZw/fx5nz57FE088gbfffhuLFi2aUeyuri6kpKRg+/btWLp0qY6PIFBeXo7Tp0/j+PHjk9YZGxvjl19+gYuLC/Lz8xEfH489e/bw66cqKjrdOQGUqx8GaLdGmIeHB2JiYpCXl4egoKBZ24/e0+kwKyVAxUG4jHrYoMr71BmkWFVVRc7OzpSbm0sdHR2UmJhIAoGAfvjhB34bJycnsrGx4X//77//yNzcnFxdXYmIqLKyktzc3MjKyopKSkqosrKS0tPTacmSJbRo0SJ69913afv27eTj40MAyMXFhYaGhtSOTUSUkpJCAOjrr79W6f3O1vWyZcsW8vDwmHLd8uXLiYjoypUrJBAIiOM4OnXqFL/+6NGjlJyczP+u6JwUFhaSlZUVAaCkpCR66623yM/PjwDQ/v37+TjFxcW0Y8cOqqiooKysLBIIBBQZGan2e1SmDE5ERAStXLlS7X1Mx1AG4er9pxFLTtrBktN9qv7xSiQScnR0lJmpgogoLCyMTExM6O+//+bjTkwgRGO1qsYTCBFRYGAg2draymyzdetW4jiOrl69yi/bs2cPAaAjR47MKHZ/fz/99NNPKk+tNVvXy7Jlyyg8PHzKdePJiYgoNzeXOI4joVBI165dIyLZ5KTsOVFUP0zT9dnG26YoOR06dIiMjY1nNCWZPIaSnNgzJ4aZoTNnzqCurm5SvajNmzdjaGgI3333nUrxHnyYb2pqCmNjYzg5OfHLPv74YxgbG6vcs2uq2K+//jrMzMxUijMbhoaGUF9fD5FIpHDboKAgfPrpp1N2kACUPyfy6oc1NzcDkK0RFhUVhaioKJkaYbNFKBRiZGRkVveh79gzJ4aZoZqaGgCTZyJxd3cHANTW1qoUT5meZosXL4aNjQ06Ozs1HltXenp6MDo6yicMRfbu3Yvq6mqcOnUK4eHh8Pb25tfN5JxMrB+mq/ps4+1uaWnB888/r9V96wv2zYlhZuiRRx4BcL867Dg7OzssWLBA5cGgyiQQiUSC9vZ22Nvbazy2rjz22GOwsLCY9C1IHo7jkJ6eDkdHR+Tn5+PQoUP8Ok2dE13VZ7t9+zYAyHTemG9YcmKYGVq9ejUATLrFdvXqVQwPD8PV1RXAWG+zwcHBaWNxHIfR0VGF+ywrK8Pg4CD8/Pw0HluXnJyc0NHRMWk5EeHevXuTlpubmyM/Px9CoVDm25Cy50QRXdUIa2trA8dxBjlvpqaw5MQwM7RixQq8+eabuHDhAv+sAgD++OMPLFu2jB+z4uXlha6uLpw4cQJ3797FiRMn0N3djfr6ev5/yiKRCO3t7aivr8eNGzdw9+5dAGNT+Uz88M3JycHLL7/MJyd1Y//111946aWXcO7cOW0cKoXc3d2nHIDa1taG1tbWKROwg4MDMjIyZLp+K3tOxqtnDw0N8dt0dXVBIpGAiCAWi2Fra4u4uDgkJCSgtrYWWVlZiIiIwLZt2/jXREREwMfHB7du3VL4HsfPx3T/mWhsbISXlxcefvhhhfHmLB33yFAIrLeeVrDeevep05tpYGCAoqKiyMnJiVJTU+n48ePk6+tLzc3N/DZ9fX20Zs0aAkDPPfcc5eXlUVBQEG3evJlSUlKIiKikpISMjY3JwsKC7969c+dOMjIyovfff592795NoaGh5O/vL9PDTt3Y473exrdR1mxdLz09PWRtbU3Xr1/nl2VnZ9P69esJAHl6elJxcfGUr923b59MV3JF50SZ+mHDw8NK1Qh7+umnCQAlJiZO+/6UqdEmkUjI0tKSfv/9d5WOnbIMpbee3n8aseSkHSw53TeTP947d+5QaWkp3bx5U+42HR0d/L8HBgamjDEx8ezcuZMWLFhARETNzc3U29ursdhENG08eWbzejly5AhFRUWp9dpbt25NWqbMOVFGY2MjNTU1TblucHCQMjMzqaCgYEb7ICLKysqigICAGceRx1CSE7utxzAaJBQKsXbtWtjY2MjdZmJJlKlu2wiFQrldu21tbWFubq7R2NPF04UdO3agu7sblZWVKr/W2tp60jJlzoky7Ozs5NYQk0gk+PPPP+Hj4zOjfdTV1SEjIwM///zzjOLMBSw5MYyeu3fvHkZGRtDf36/rpmjFQw89hNTUVBw+fBiXL1/WdXOUUl5ejv379/OFMNXR1NSEAwcO4Pvvv1e6O/1cxpITw+ixjIwM/PbbbyAifPTRR6iqqtJ1k7Ri4cKFOHbsmF7M96cMDw+PGScUExMTpKam8t3g5zs2CJdh9Jifnx98fX353xcuXKjD1mifvNtoc5EyM2PMJyw5MYwee7BsBMPMF+y2HsMwDKN3WHJiGIZh9A5LTgzDMIzeMYhnTklJScjOztZ1M+a0lpYWAEBISIiOW6J7ZWVlANixmA67XgxXWVnZpFIi+ogj+v/c8HqKXfwMwzCa5erqitjYWF03YzrZep+cGIZhmHknmz1zYhiGYfQOS04MwzCM3mHJiWEYhtE7LDkxDMMweud/ho07Kmn34cMAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def make_model(input_shape, num_classes):\n", " inputs = keras.Input(shape=input_shape)\n", " x = layers.Flatten()(inputs)\n", " h1 = layers.Dense(1000)(x)\n", " h2 = layers.Dense(500, activation=\"relu\")(h1)\n", " if num_classes == 2:\n", " activation = \"sigmoid\"\n", " units = 1\n", " else:\n", " activation = \"softmax\"\n", " units = num_classes\n", " outputs = layers.Dense(units, activation=activation)(h2)\n", " return keras.Model(inputs, outputs)\n", "\n", "\n", "model = make_model(input_shape=image_size, num_classes=2)\n", "keras.utils.plot_model(model, show_shapes=True)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "ixwtcs_s1nji" }, "source": [ "## Train the model\n" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 636 }, "id": "mzaGa4mz1njj", "outputId": "898a58c3-0a05-472f-8281-0bc779376278", "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1/30\n", "586/586 [==============================] - 122s 205ms/step - loss: 125.9583 - accuracy: 0.5236 - val_loss: 81.3079 - val_accuracy: 0.4953\n", "Epoch 2/30\n", "586/586 [==============================] - 124s 211ms/step - loss: 55.1137 - accuracy: 0.5359 - val_loss: 37.4214 - val_accuracy: 0.5314\n", "Epoch 3/30\n", "586/586 [==============================] - 126s 215ms/step - loss: 52.3048 - accuracy: 0.5382 - val_loss: 10.2799 - val_accuracy: 0.5485\n", "Epoch 4/30\n", "586/586 [==============================] - 124s 211ms/step - loss: 38.4124 - accuracy: 0.5408 - val_loss: 11.1606 - val_accuracy: 0.5316\n", "Epoch 5/30\n", "586/586 [==============================] - 125s 213ms/step - loss: 17.8660 - accuracy: 0.5387 - val_loss: 92.5307 - val_accuracy: 0.5199\n", "Epoch 6/30\n", "586/586 [==============================] - 123s 210ms/step - loss: 59.4586 - accuracy: 0.5382 - val_loss: 11.6279 - val_accuracy: 0.5295\n", "Epoch 7/30\n", "586/586 [==============================] - 124s 211ms/step - loss: 39.5454 - accuracy: 0.5354 - val_loss: 16.4853 - val_accuracy: 0.5382\n", "Epoch 8/30\n", "586/586 [==============================] - 4456s 8s/step - loss: 21.2480 - accuracy: 0.5467 - val_loss: 31.7739 - val_accuracy: 0.5282\n", "Epoch 9/30\n", "586/586 [==============================] - 128s 218ms/step - loss: 64.4682 - accuracy: 0.5271 - val_loss: 96.2987 - val_accuracy: 0.4955\n", "Epoch 10/30\n", "586/586 [==============================] - 133s 227ms/step - loss: 14.9657 - accuracy: 0.5475 - val_loss: 6.1392 - val_accuracy: 0.5733\n", "Epoch 11/30\n", "586/586 [==============================] - 133s 226ms/step - loss: 70.0990 - accuracy: 0.5242 - val_loss: 39.0431 - val_accuracy: 0.5188\n", "Epoch 12/30\n", "586/586 [==============================] - 127s 216ms/step - loss: 27.6119 - accuracy: 0.5441 - val_loss: 187.4568 - val_accuracy: 0.5053\n", "Epoch 13/30\n", "586/586 [==============================] - 128s 218ms/step - loss: 99.5137 - accuracy: 0.5332 - val_loss: 32.4473 - val_accuracy: 0.5342\n", "Epoch 14/30\n", "586/586 [==============================] - 129s 219ms/step - loss: 16.5628 - accuracy: 0.5577 - val_loss: 11.3521 - val_accuracy: 0.5051\n", "Epoch 15/30\n", "586/586 [==============================] - 128s 218ms/step - loss: 9.9761 - accuracy: 0.5683 - val_loss: 4.8752 - val_accuracy: 0.5681\n", "Epoch 16/30\n", "586/586 [==============================] - 130s 221ms/step - loss: 51.6497 - accuracy: 0.5421 - val_loss: 87.3677 - val_accuracy: 0.5113\n", "Epoch 17/30\n", "586/586 [==============================] - 134s 228ms/step - loss: 10.0727 - accuracy: 0.5703 - val_loss: 15.7859 - val_accuracy: 0.5167\n", "Epoch 18/30\n", "586/586 [==============================] - 131s 224ms/step - loss: 59.4432 - accuracy: 0.5459 - val_loss: 14.2706 - val_accuracy: 0.5233\n", "Epoch 19/30\n", "586/586 [==============================] - 126s 215ms/step - loss: 32.5514 - accuracy: 0.5567 - val_loss: 93.7239 - val_accuracy: 0.5094\n", "Epoch 20/30\n", "586/586 [==============================] - 130s 221ms/step - loss: 24.2537 - accuracy: 0.5608 - val_loss: 7.3942 - val_accuracy: 0.6181\n", "Epoch 21/30\n", "586/586 [==============================] - 127s 216ms/step - loss: 8.3464 - accuracy: 0.5715 - val_loss: 4.1981 - val_accuracy: 0.5632\n", "Epoch 22/30\n", "586/586 [==============================] - 128s 218ms/step - loss: 64.6679 - accuracy: 0.5520 - val_loss: 8.9043 - val_accuracy: 0.5760\n", "Epoch 23/30\n", "586/586 [==============================] - 127s 216ms/step - loss: 6.0070 - accuracy: 0.5886 - val_loss: 10.2113 - val_accuracy: 0.5470\n", "Epoch 24/30\n", "586/586 [==============================] - 127s 216ms/step - loss: 214.5466 - accuracy: 0.5295 - val_loss: 23.9238 - val_accuracy: 0.5581\n", "Epoch 25/30\n", "586/586 [==============================] - 124s 211ms/step - loss: 18.8111 - accuracy: 0.5720 - val_loss: 40.3518 - val_accuracy: 0.5246\n", "Epoch 26/30\n", "586/586 [==============================] - 124s 210ms/step - loss: 12.7129 - accuracy: 0.5858 - val_loss: 24.8830 - val_accuracy: 0.5429\n", "Epoch 27/30\n", "586/586 [==============================] - 122s 208ms/step - loss: 29.3323 - accuracy: 0.5678 - val_loss: 29.9948 - val_accuracy: 0.4972\n", "Epoch 28/30\n", "586/586 [==============================] - 122s 208ms/step - loss: 13.7258 - accuracy: 0.5886 - val_loss: 15.2969 - val_accuracy: 0.5329\n", "Epoch 29/30\n", "586/586 [==============================] - 121s 206ms/step - loss: 35.5036 - accuracy: 0.5616 - val_loss: 69.4794 - val_accuracy: 0.5002\n", "Epoch 30/30\n", "586/586 [==============================] - 124s 211ms/step - loss: 16.3129 - accuracy: 0.5774 - val_loss: 10.7901 - val_accuracy: 0.5534\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs = 30\n", "\n", "#callbacks = [\n", "# keras.callbacks.ModelCheckpoint(\"save_at_{epoch}.h5\"),\n", "#]\n", "model.compile(\n", " optimizer=keras.optimizers.Adam(1e-4),\n", " loss=\"binary_crossentropy\",\n", " metrics=[\"accuracy\"],\n", ")\n", "model.fit(\n", " train_ds, epochs=epochs, validation_data=val_ds,\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "id": "smjeG0W21njj" }, "source": [ "After 50 epochs, we're up to 64% accuracy on the test set, but still close to chance on the validation set.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "TO_jOMfA1njj" }, "source": [ "## Run inference on new data\n", "\n", "Note that data augmentation and dropout are inactive at inference time.\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "id": "-0DzdyI_1njj" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(180, 180, 1)\n", "This image is 0.00 percent cat and 100.00 percent dog.\n" ] } ], "source": [ "img = keras.preprocessing.image.load_img(\n", " \"bathtub_bear.jpg\", target_size=image_size, color_mode=\"grayscale\"\n", ")\n", "img_array = keras.preprocessing.image.img_to_array(img)\n", "print(img_array.shape)\n", "img_array = tf.expand_dims(img_array, 0) # Create batch axis\n", "\n", "predictions = model.predict(img_array)\n", "score = predictions[0]\n", "print(\n", " \"This image is %.2f percent cat and %.2f percent dog.\"\n", " % (100 * (1 - score), 100 * score)\n", ")\n", "#\"PetImages/Cat/6779.jpg\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "accelerator": "GPU", "colab": { "collapsed_sections": [], "name": "cat_regression", "provenance": [] }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.18" } }, "nbformat": 4, "nbformat_minor": 1 }