03_Retinal_Vessel_Detection_Autoencoder_Segmentation.ipynb

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  "metadata": {
    "colab": {
      "name": "03_Retinal Vessel Detection - Autoencoder Segmentation.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
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    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/abhigoogol/Autoencoders-using-Pytorch/blob/master/03_Retinal_Vessel_Detection_Autoencoder_Segmentation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "metadata": {
        "id": "5n2d7hJiDs45",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "**Download the dataset from https://www.isi.uu.nl/Research/Databases/DRIVE/download.php**"
      ]
    },
    {
      "metadata": {
        "id": "Xf5MOBO-e6FC",
        "colab_type": "code",
        "outputId": "739369b1-180b-44ef-e915-6d2c327bee72",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 215
        }
      },
      "cell_type": "code",
      "source": [
        "# NOTE: This link won't work because the download link has the validity for 1 day.\n",
        "!wget --header=\"Host: www.isi.uu.nl\" --header=\"User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.119 Safari/537.36\" --header=\"Accept: text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8\" --header=\"Accept-Language: en-US,en;q=0.9\" --header=\"Referer: https://www.isi.uu.nl/Research/Databases/DRIVE/commence_download.php\" --header=\"Cookie: _ga=GA1.2.775192014.1551372489; PHPSESSID=sta594dqntaabrs31138ubd2l1\" --header=\"Connection: keep-alive\" \"https://www.isi.uu.nl/Research/Databases/DRIVE/free.php?usercode=GNP2H\" -O \"DRIVE.zip\" -c"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2019-03-06 09:17:21--  https://www.isi.uu.nl/Research/Databases/DRIVE/free.php?usercode=GNP2H\n",
            "Resolving www.isi.uu.nl (www.isi.uu.nl)... 143.121.214.137\n",
            "Connecting to www.isi.uu.nl (www.isi.uu.nl)|143.121.214.137|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: unspecified [application/download]\n",
            "Saving to: ‘DRIVE.zip’\n",
            "\n",
            "\rDRIVE.zip               [<=>                 ]       0  --.-KB/s               \rDRIVE.zip               [ <=>                ]  11.21M  55.6MB/s               \rDRIVE.zip               [  <=>               ]  26.12M  65.0MB/s               \rDRIVE.zip               [   <=>              ]  28.38M  65.8MB/s    in 0.4s    \n",
            "\n",
            "2019-03-06 09:17:22 (65.8 MB/s) - ‘DRIVE.zip’ saved [29756930]\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "nB_OmQq1fRYH",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "!ls -l\n",
        "!unzip DRIVE.zip"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "RoCi6gRYfW6C",
        "colab_type": "code",
        "outputId": "5e75c85b-daed-431c-d323-db1f06ee1532",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "cell_type": "code",
      "source": [
        "!ls "
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "sample_data\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "py_hZiqyGoJq",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# My code"
      ]
    },
    {
      "metadata": {
        "id": "vuM8aXpdgg-a",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "import torch\n",
        "import torch.nn as nn\n",
        "from torch.autograd import Variable\n",
        "import torch.optim as optim\n",
        "from torch.utils.data import Dataset, DataLoader\n",
        "\n",
        "import torchvision\n",
        "from torchvision import transforms\n",
        "\n",
        "from PIL import Image\n",
        "import numpy as np\n",
        "import os\n",
        "import matplotlib.pyplot as plt\n",
        "import copy\n",
        "import random\n",
        "from tqdm import tqdm_notebook\n",
        "\n",
        "plt.style.use('default')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "9Id7YI41ho5P",
        "colab_type": "code",
        "outputId": "74dbc945-3058-49bb-ef6d-270fb154cfdd",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "cell_type": "code",
      "source": [
        "!ls DRIVE/training/\n",
        "DATASET = 'DRIVE'\n",
        "TRAIN = 'training'\n",
        "TEST = 'test'\n",
        "IMAGE_FOLDER = 'images'\n",
        "LABEL_FOLDER = '1st_manual'"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "1st_manual  images  mask\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "qCiTxOeIjDOX",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "class RetinalDataset(Dataset):\n",
        "  def __init__(self, DATASET, FOLDER, IMAGE_FOLDER, LABEL_FOLDER, no_of_patches, pw, ph, transform=None):\n",
        "    self.no_of_patches = no_of_patches\n",
        "    self.pw, self.ph = pw, ph\n",
        "    \n",
        "    self.path = os.path.join(DATASET, FOLDER, IMAGE_FOLDER)\n",
        "    self.images = sorted(os.listdir(self.path))\n",
        "    \n",
        "    self.label_path = os.path.join(DATASET, FOLDER, LABEL_FOLDER)\n",
        "    self.label_images = sorted(os.listdir(self.label_path))\n",
        "    \n",
        "    self.transform = transform\n",
        "   \n",
        "  \n",
        "  def make_patches(self, image, label_image, pw, ph, no_of_patches):\n",
        "    # Convert PIL image to numpy array\n",
        "#     image, label_image = np.array(image)/255.0, np.array(label_image)/255.0\n",
        "    image, label_image = np.array(image), np.array(label_image)\n",
        "    label_image = np.reshape(label_image, (label_image.shape[0], label_image.shape[1], 1))\n",
        "\n",
        "    h, w = image.shape[0], image.shape[1]\n",
        "    \n",
        "    ImgArr = np.empty((patches, pw*ph*3))\n",
        "    LabelArr = np.empty((patches, pw*ph*1))    \n",
        "    for i in range(patches):\n",
        "      ih = random.randint(0, h-ph)\n",
        "      iw = random.randint(0, w-pw)\n",
        "            \n",
        "      imgArrI = np.copy(image[ih:ih+ph, iw:iw+pw, :])\n",
        "      imgArrL = np.copy(label_image[ih:ih+ph, iw:iw+pw, :])\n",
        "      ImgArr[i][:] = np.ravel(imgArrI)\n",
        "      LabelArr[i][:] = np.ravel(imgArrL)\n",
        "\n",
        "    return torch.tensor(ImgArr/255.0, dtype=torch.float32), torch.from_numpy(LabelArr/255.0)\n",
        "\n",
        "  \n",
        "  def __getitem__(self, idx):\n",
        "    image = os.path.join(self.path, self.images[idx])\n",
        "#     image = Image.open(image).convert('RGB')\n",
        "    image = Image.open(image)\n",
        "    \n",
        "    label_image = os.path.join(self.label_path, self.label_images[idx])\n",
        "#     label_image = Image.open(label_image).convert('L')\n",
        "    label_image = Image.open(label_image)\n",
        "    \n",
        "    image, label_image = self.make_patches(image, label_image, self.pw, self.ph, self.no_of_patches)\n",
        "    \n",
        "#     if transform:\n",
        "#       image = self.transform(image)\n",
        "#       label_image = self.transform(label_image)\n",
        "    \n",
        "    return image, label_image\n",
        "    \n",
        "    \n",
        "  def __len__(self):\n",
        "    return len(self.images)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "7s50nOTlmFqM",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "# transform = transform.Compose([transforms.ToTensor(), transforms.Normalize(mean=(0.5, 0.5, 0.5), std=(0.5, 0.5, 0.5))])\n",
        "transform = transforms.ToTensor()\n",
        "bs = 20\n",
        "patches = 1000\n",
        "pw = 10\n",
        "ph = 10\n",
        "traindataset = RetinalDataset(DATASET, TRAIN, IMAGE_FOLDER, LABEL_FOLDER, patches, pw, ph, transform)\n",
        "trainloader = DataLoader(traindataset, batch_size=bs, shuffle=True)\n",
        "\n",
        "# testdataset = RetinalDataset(DATASET, TEST, IMAGE_FOLDER, LABEL_FOLDER, transform)\n",
        "# testloader = DataLoader(testdataset, batch_size=bs)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "cA-l5CO7mXUs",
        "colab_type": "code",
        "outputId": "2186bb2f-9b3c-4e1b-8d15-1f1b8ca7fc1c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "cell_type": "code",
      "source": [
        "i, l = next(iter(trainloader))\n",
        "print(i.shape, l.shape)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "torch.Size([20, 1000, 300]) torch.Size([20, 1000, 100])\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "gR4etGyTtwo3",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "def imshow(img):\n",
        "#     img = img / 2 + 0.5     # unnormalize\n",
        "  npimg = img.numpy()\n",
        "  plt.imshow(np.transpose(npimg, (1, 2, 0)))\n",
        "  plt.show()\n",
        "\n",
        "# get some random training images\n",
        "dataiter = iter(trainloader)\n",
        "images, labels = dataiter.next()\n",
        "print(images.shape, labels.shape)\n",
        "\n",
        "# show images\n",
        "imshow(torchvision.utils.make_grid(images))\n",
        "imshow(torchvision.utils.make_grid(labels))"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "sBZfS-LH1EQJ",
        "colab_type": "code",
        "outputId": "4db23e92-5fa3-49df-f578-fe3729b8c60d",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 269
        }
      },
      "cell_type": "code",
      "source": [
        "class Autoencoder(nn.Module):\n",
        "  def __init__(self):\n",
        "    super(Autoencoder, self).__init__()\n",
        "    self.encoder = nn.Sequential(nn.Linear(pw*ph*3, pw*ph),\n",
        "                           nn.Tanh(),\n",
        "                           nn.Linear(pw*ph, pw*ph),\n",
        "                           nn.Tanh())\n",
        "    self.decoder = nn.Sequential(nn.Linear(pw*ph, pw*ph),\n",
        "                           nn.Tanh(),\n",
        "                           nn.Linear(pw*ph, pw*ph*3),\n",
        "                           nn.Sigmoid())\n",
        "  \n",
        "  def forward(self, x):\n",
        "    x = self.encoder(x)\n",
        "    x = self.decoder(x)\n",
        "    return x\n",
        "    \n",
        "net = Autoencoder()\n",
        "print(net)\n",
        "\n",
        "GPU = torch.cuda.is_available()\n",
        "if GPU:\n",
        "  net = net.cuda()\n",
        "\n",
        "init_weights = copy.deepcopy(net.encoder[0].weight.data)"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Autoencoder(\n",
            "  (encoder): Sequential(\n",
            "    (0): Linear(in_features=300, out_features=100, bias=True)\n",
            "    (1): Tanh()\n",
            "    (2): Linear(in_features=100, out_features=100, bias=True)\n",
            "    (3): Tanh()\n",
            "  )\n",
            "  (decoder): Sequential(\n",
            "    (0): Linear(in_features=100, out_features=100, bias=True)\n",
            "    (1): Tanh()\n",
            "    (2): Linear(in_features=100, out_features=300, bias=True)\n",
            "    (3): Sigmoid()\n",
            "  )\n",
            ")\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "hp0AsKd444t1",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Optimization Technique"
      ]
    },
    {
      "metadata": {
        "id": "NG0C08KK40kZ",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "criterion = nn.MSELoss()\n",
        "optimizer = optim.Adam(net.parameters(), lr=1e-3)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "upRafKi65FUz",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Train Autoencoder"
      ]
    },
    {
      "metadata": {
        "id": "vD-g9AYB5EYJ",
        "colab_type": "code",
        "outputId": "941c5ff1-5740-4082-c4bb-ea6bc5fc40d9",
        "colab": {
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}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
  -webkit-box-flex: 0;
      -ms-flex: 0 0 auto;
          flex: 0 0 auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {
  display: none !important;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {
  position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {
  left: 0;
  -webkit-transition: left 150ms ease;
  transition: left 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {
  top: 0;
  -webkit-transition: top 150ms ease;
  transition: top 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {
  -webkit-transition: none;
  transition: none;
}

 /* End tabbar.css */

 :root { /* margin between inline elements */

    /* From Material Design Lite */
}

 .jupyter-widgets {
    margin: 2px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    color: black;
    overflow: visible;
}

 .jupyter-widgets.jupyter-widgets-disconnected::before {
    line-height: 28px;
    height: 28px;
}

 .jp-Output-result > .jupyter-widgets {
    margin-left: 0;
    margin-right: 0;
}

 /* vbox and hbox */

 .widget-inline-hbox {
    /* Horizontal widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
    -webkit-box-align: baseline;
        -ms-flex-align: baseline;
            align-items: baseline;
}

 .widget-inline-vbox {
    /* Vertical Widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widget-box {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    margin: 0;
    overflow: auto;
}

 .widget-gridbox {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: grid;
    margin: 0;
    overflow: auto;
}

 .widget-hbox {
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
}

 .widget-vbox {
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 /* General Button Styling */

 .jupyter-button {
    padding-left: 10px;
    padding-right: 10px;
    padding-top: 0px;
    padding-bottom: 0px;
    display: inline-block;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
    text-align: center;
    font-size: 13px;
    cursor: pointer;

    height: 28px;
    border: 0px solid;
    line-height: 28px;
    -webkit-box-shadow: none;
            box-shadow: none;

    color: rgba(0, 0, 0, .8);
    background-color: #EEEEEE;
    border-color: #E0E0E0;
    border: none;
}

 .jupyter-button i.fa {
    margin-right: 4px;
    pointer-events: none;
}

 .jupyter-button:empty:before {
    content: "\200b"; /* zero-width space */
}

 .jupyter-widgets.jupyter-button:disabled {
    opacity: 0.6;
}

 .jupyter-button i.fa.center {
    margin-right: 0;
}

 .jupyter-button:hover:enabled, .jupyter-button:focus:enabled {
    /* MD Lite 2dp shadow */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
            box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .jupyter-button:active, .jupyter-button.mod-active {
    /* MD Lite 4dp shadow */
    -webkit-box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
            box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
    color: rgba(0, 0, 0, .8);
    background-color: #BDBDBD;
}

 .jupyter-button:focus:enabled {
    outline: 1px solid #64B5F6;
}

 /* Button "Primary" Styling */

 .jupyter-button.mod-primary {
    color: rgba(255, 255, 255, 1.0);
    background-color: #2196F3;
}

 .jupyter-button.mod-primary.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 .jupyter-button.mod-primary:active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 /* Button "Success" Styling */

 .jupyter-button.mod-success {
    color: rgba(255, 255, 255, 1.0);
    background-color: #4CAF50;
}

 .jupyter-button.mod-success.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 .jupyter-button.mod-success:active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 /* Button "Info" Styling */

 .jupyter-button.mod-info {
    color: rgba(255, 255, 255, 1.0);
    background-color: #00BCD4;
}

 .jupyter-button.mod-info.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 .jupyter-button.mod-info:active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 /* Button "Warning" Styling */

 .jupyter-button.mod-warning {
    color: rgba(255, 255, 255, 1.0);
    background-color: #FF9800;
}

 .jupyter-button.mod-warning.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 .jupyter-button.mod-warning:active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 /* Button "Danger" Styling */

 .jupyter-button.mod-danger {
    color: rgba(255, 255, 255, 1.0);
    background-color: #F44336;
}

 .jupyter-button.mod-danger.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 .jupyter-button.mod-danger:active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 /* Widget Button*/

 .widget-button, .widget-toggle-button {
    width: 148px;
}

 /* Widget Label Styling */

 /* Override Bootstrap label css */

 .jupyter-widgets label {
    margin-bottom: 0;
    margin-bottom: initial;
}

 .widget-label-basic {
    /* Basic Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-label {
    /* Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-inline-hbox .widget-label {
    /* Horizontal Widget Label */
    color: black;
    text-align: right;
    margin-right: 8px;
    width: 80px;
    -ms-flex-negative: 0;
        flex-shrink: 0;
}

 .widget-inline-vbox .widget-label {
    /* Vertical Widget Label */
    color: black;
    text-align: center;
    line-height: 28px;
}

 /* Widget Readout Styling */

 .widget-readout {
    color: black;
    font-size: 13px;
    height: 28px;
    line-height: 28px;
    overflow: hidden;
    white-space: nowrap;
    text-align: center;
}

 .widget-readout.overflow {
    /* Overflowing Readout */

    /* From Material Design Lite
        shadow-key-umbra-opacity: 0.2;
        shadow-key-penumbra-opacity: 0.14;
        shadow-ambient-shadow-opacity: 0.12;
     */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                        0 3px 1px -2px rgba(0, 0, 0, .14),
                        0 1px 5px 0 rgba(0, 0, 0, .12);

    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                0 3px 1px -2px rgba(0, 0, 0, .14),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .widget-inline-hbox .widget-readout {
    /* Horizontal Readout */
    text-align: center;
    max-width: 148px;
    min-width: 72px;
    margin-left: 4px;
}

 .widget-inline-vbox .widget-readout {
    /* Vertical Readout */
    margin-top: 4px;
    /* as wide as the widget */
    width: inherit;
}

 /* Widget Checkbox Styling */

 .widget-checkbox {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-checkbox input[type="checkbox"] {
    margin: 0px 8px 0px 0px;
    line-height: 28px;
    font-size: large;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -ms-flex-item-align: center;
        align-self: center;
}

 /* Widget Valid Styling */

 .widget-valid {
    height: 28px;
    line-height: 28px;
    width: 148px;
    font-size: 13px;
}

 .widget-valid i:before {
    line-height: 28px;
    margin-right: 4px;
    margin-left: 4px;

    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .widget-valid.mod-valid i:before {
    content: "\f00c";
    color: green;
}

 .widget-valid.mod-invalid i:before {
    content: "\f00d";
    color: red;
}

 .widget-valid.mod-valid .widget-valid-readout {
    display: none;
}

 /* Widget Text and TextArea Stying */

 .widget-textarea, .widget-text {
    width: 300px;
}

 .widget-text input[type="text"], .widget-text input[type="number"]{
    height: 28px;
    line-height: 28px;
}

 .widget-text input[type="text"]:disabled, .widget-text input[type="number"]:disabled, .widget-textarea textarea:disabled {
    opacity: 0.6;
}

 .widget-text input[type="text"], .widget-text input[type="number"], .widget-textarea textarea {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    outline: none !important;
}

 .widget-textarea textarea {
    height: inherit;
    width: inherit;
}

 .widget-text input:focus, .widget-textarea textarea:focus {
    border-color: #64B5F6;
}

 /* Widget Slider */

 .widget-slider .ui-slider {
    /* Slider Track */
    border: 1px solid #BDBDBD;
    background: #BDBDBD;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    position: relative;
    border-radius: 0px;
}

 .widget-slider .ui-slider .ui-slider-handle {
    /* Slider Handle */
    outline: none !important; /* focused slider handles are colored - see below */
    position: absolute;
    background-color: white;
    border: 1px solid #9E9E9E;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    z-index: 1;
    background-image: none; /* Override jquery-ui */
}

 /* Override jquery-ui */

 .widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {
    background-color: #2196F3;
    border: 1px solid #2196F3;
}

 .widget-slider .ui-slider .ui-slider-handle:active {
    background-color: #2196F3;
    border-color: #2196F3;
    z-index: 2;
    -webkit-transform: scale(1.2);
            transform: scale(1.2);
}

 .widget-slider  .ui-slider .ui-slider-range {
    /* Interval between the two specified value of a double slider */
    position: absolute;
    background: #2196F3;
    z-index: 0;
}

 /* Shapes of Slider Handles */

 .widget-hslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-top: -7px;
    margin-left: -7px;
    border-radius: 50%;
    top: 0;
}

 .widget-vslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-bottom: -7px;
    margin-left: -7px;
    border-radius: 50%;
    left: 0;
}

 .widget-hslider .ui-slider .ui-slider-range {
    height: 8px;
    margin-top: -3px;
}

 .widget-vslider .ui-slider .ui-slider-range {
    width: 8px;
    margin-left: -3px;
}

 /* Horizontal Slider */

 .widget-hslider {
    width: 300px;
    height: 28px;
    line-height: 28px;

    /* Override the align-items baseline. This way, the description and readout
    still seem to align their baseline properly, and we don't have to have
    align-self: stretch in the .slider-container. */
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widgets-slider .slider-container {
    overflow: visible;
}

 .widget-hslider .slider-container {
    height: 28px;
    margin-left: 6px;
    margin-right: 6px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
}

 .widget-hslider .ui-slider {
    /* Inner, invisible slide div */
    height: 4px;
    margin-top: 12px;
    width: 100%;
}

 /* Vertical Slider */

 .widget-vbox .widget-label {
    height: 28px;
    line-height: 28px;
}

 .widget-vslider {
    /* Vertical Slider */
    height: 200px;
    width: 72px;
}

 .widget-vslider .slider-container {
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 6px;
    margin-top: 6px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .widget-vslider .ui-slider-vertical {
    /* Inner, invisible slide div */
    width: 4px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-left: auto;
    margin-right: auto;
}

 /* Widget Progress Styling */

 .progress-bar {
    -webkit-transition: none;
    transition: none;
}

 .progress-bar {
    height: 28px;
}

 .progress-bar {
    background-color: #2196F3;
}

 .progress-bar-success {
    background-color: #4CAF50;
}

 .progress-bar-info {
    background-color: #00BCD4;
}

 .progress-bar-warning {
    background-color: #FF9800;
}

 .progress-bar-danger {
    background-color: #F44336;
}

 .progress {
    background-color: #EEEEEE;
    border: none;
    -webkit-box-shadow: none;
            box-shadow: none;
}

 /* Horisontal Progress */

 .widget-hprogress {
    /* Progress Bar */
    height: 28px;
    line-height: 28px;
    width: 300px;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;

}

 .widget-hprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-top: 4px;
    margin-bottom: 4px;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    /* Override bootstrap style */
    height: auto;
    height: initial;
}

 /* Vertical Progress */

 .widget-vprogress {
    height: 200px;
    width: 72px;
}

 .widget-vprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    width: 20px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 0;
}

 /* Select Widget Styling */

 .widget-dropdown {
    height: 28px;
    width: 300px;
    line-height: 28px;
}

 .widget-dropdown > select {
    padding-right: 20px;
    border: 1px solid #9E9E9E;
    border-radius: 0;
    height: inherit;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    outline: none !important;
    -webkit-box-shadow: none;
            box-shadow: none;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    vertical-align: top;
    padding-left: 8px;
	appearance: none;
	-webkit-appearance: none;
	-moz-appearance: none;
    background-repeat: no-repeat;
	background-size: 20px;
	background-position: right center;
    background-image: url("data:image/svg+xml;base64,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");
}

 .widget-dropdown > select:focus {
    border-color: #64B5F6;
}

 .widget-dropdown > select:disabled {
    opacity: 0.6;
}

 /* To disable the dotted border in Firefox around select controls.
   See http://stackoverflow.com/a/18853002 */

 .widget-dropdown > select:-moz-focusring {
    color: transparent;
    text-shadow: 0 0 0 #000;
}

 /* Select and SelectMultiple */

 .widget-select {
    width: 300px;
    line-height: 28px;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    -webkit-box-align: start;
        -ms-flex-align: start;
            align-items: flex-start;
}

 .widget-select > select {
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    outline: none !important;
    overflow: auto;
    height: inherit;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    padding-top: 5px;
}

 .widget-select > select:focus {
    border-color: #64B5F6;
}

 .wiget-select > select > option {
    padding-left: 4px;
    line-height: 28px;
    /* line-height doesn't work on some browsers for select options */
    padding-top: calc(28px - var(--jp-widgets-font-size) / 2);
    padding-bottom: calc(28px - var(--jp-widgets-font-size) / 2);
}

 /* Toggle Buttons Styling */

 .widget-toggle-buttons {
    line-height: 28px;
}

 .widget-toggle-buttons .widget-toggle-button {
    margin-left: 2px;
    margin-right: 2px;
}

 .widget-toggle-buttons .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Radio Buttons Styling */

 .widget-radio {
    width: 300px;
    line-height: 28px;
}

 .widget-radio-box {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-bottom: 8px;
}

 .widget-radio-box label {
    height: 20px;
    line-height: 20px;
    font-size: 13px;
}

 .widget-radio-box input {
    height: 20px;
    line-height: 20px;
    margin: 0 8px 0 1px;
    float: left;
}

 /* Color Picker Styling */

 .widget-colorpicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-colorpicker > .widget-colorpicker-input {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 72px;
}

 .widget-colorpicker input[type="color"] {
    width: 28px;
    height: 28px;
    padding: 0 2px; /* make the color square actually square on Chrome on OS X */
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    border-left: none;
    -webkit-box-flex: 0;
        -ms-flex-positive: 0;
            flex-grow: 0;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    outline: none !important;
}

 .widget-colorpicker.concise input[type="color"] {
    border-left: 1px solid #9E9E9E;
}

 .widget-colorpicker input[type="color"]:focus, .widget-colorpicker input[type="text"]:focus {
    border-color: #64B5F6;
}

 .widget-colorpicker input[type="text"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    outline: none !important;
    height: 28px;
    line-height: 28px;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    font-size: 13px;
    padding: 4px 8px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-colorpicker input[type="text"]:disabled {
    opacity: 0.6;
}

 /* Date Picker Styling */

 .widget-datepicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-datepicker input[type="date"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    outline: none !important;
    height: 28px;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-datepicker input[type="date"]:focus {
    border-color: #64B5F6;
}

 .widget-datepicker input[type="date"]:invalid {
    border-color: #FF9800;
}

 .widget-datepicker input[type="date"]:disabled {
    opacity: 0.6;
}

 /* Play Widget */

 .widget-play {
    width: 148px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .widget-play .jupyter-button {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    height: auto;
}

 .widget-play .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Tab Widget */

 .jupyter-widgets.widget-tab {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */
    overflow-x: visible;
    overflow-y: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
    /* Make sure that the tab grows from bottom up */
    -webkit-box-align: end;
        -ms-flex-align: end;
            align-items: flex-end;
    min-width: 0;
    min-height: 0;
}

 .jupyter-widgets.widget-tab > .widget-tab-contents {
    width: 100%;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    margin: 0;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    padding: 15px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    overflow: auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    font: 13px Helvetica, Arial, sans-serif;
    min-height: 25px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
    -webkit-box-flex: 0;
        -ms-flex: 0 1 144px;
            flex: 0 1 144px;
    min-width: 35px;
    min-height: 25px;
    line-height: 24px;
    margin-left: -1px;
    padding: 0px 10px;
    background: #EEEEEE;
    color: rgba(0, 0, 0, .5);
    border: 1px solid #9E9E9E;
    border-bottom: none;
    position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {
    color: rgba(0, 0, 0, 1.0);
    /* We want the background to match the tab content background */
    background: white;
    min-height: 26px;
    -webkit-transform: translateY(1px);
            transform: translateY(1px);
    overflow: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {
    position: absolute;
    top: -1px;
    left: -1px;
    content: '';
    height: 2px;
    width: calc(100% + 2px);
    background: #2196F3;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {
    margin-left: 0;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {
    background: white;
    color: rgba(0, 0, 0, .8);
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {
    margin-left: 4px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {
    font-family: FontAwesome;
    content: '\f00d'; /* close */
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
    line-height: 24px;
}

 /* Accordion Widget */

 .p-Collapse {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Collapse-header {
    padding: 4px;
    cursor: pointer;
    color: rgba(0, 0, 0, .5);
    background-color: #EEEEEE;
    border: 1px solid #9E9E9E;
    padding: 10px 15px;
    font-weight: bold;
}

 .p-Collapse-header:hover {
    background-color: white;
    color: rgba(0, 0, 0, .8);
}

 .p-Collapse-open > .p-Collapse-header {
    background-color: white;
    color: rgba(0, 0, 0, 1.0);
    cursor: default;
    border-bottom: none;
}

 .p-Collapse .p-Collapse-header::before {
    content: '\f0da\00A0';  /* caret-right, non-breaking space */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .p-Collapse-open > .p-Collapse-header::before {
    content: '\f0d7\00A0'; /* caret-down, non-breaking space */
}

 .p-Collapse-contents {
    padding: 15px;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    border-left: 1px solid #9E9E9E;
    border-right: 1px solid #9E9E9E;
    border-bottom: 1px solid #9E9E9E;
    overflow: auto;
}

 .p-Accordion {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Accordion .p-Collapse {
    margin-bottom: 0;
}

 .p-Accordion .p-Collapse + .p-Collapse {
    margin-top: 4px;
}

 /* HTML widget */

 .widget-html, .widget-htmlmath {
    font-size: 13px;
}

 .widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {
    /* Fill out the area in the HTML widget */
    -ms-flex-item-align: stretch;
        align-self: stretch;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    /* Makes sure the baseline is still aligned with other elements */
    line-height: 28px;
    /* Make it possible to have absolutely-positioned elements in the html */
    position: relative;
}

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 */",
              "ok": true,
              "headers": [
                [
                  "content-type",
                  "text/css"
                ]
              ],
              "status": 200,
              "status_text": ""
            }
          },
          "base_uri": "https://localhost:8080/",
          "height": 499
        }
      },
      "cell_type": "code",
      "source": [
        "epochs = 500\n",
        "for epoch in tqdm_notebook(range(epochs)):\n",
        "  runningloss = 0\n",
        "  \n",
        "  for images, labels in trainloader:\n",
        "    if GPU:\n",
        "      images, labels = Variable(images.view(images.shape[0]*images.shape[1], -1)).cuda(), Variable(labels.view(labels.shape[0]*labels.shape[1], -1)).cuda()\n",
        "    optimizer.zero_grad()\n",
        "    output = net(images)\n",
        "    loss = criterion(output, images)\n",
        "    loss.backward()\n",
        "    optimizer.step()\n",
        "#     runningloss += loss.item()/images.shape[0]\n",
        "    runningloss += loss.item()/20\n",
        "  if epoch % 20 == 0:\n",
        "    print('Epoch: {}/{} \\t Mean Square Error Loss: {}'.format(epoch+1, epochs, runningloss))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "29d58a669d654da59b970a48544984ac",
              "version_minor": 0,
              "version_major": 2
            },
            "text/plain": [
              "HBox(children=(IntProgress(value=0, max=500), HTML(value='')))"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "stream",
          "text": [
            "Epoch: 1/500 \t Mean Square Error Loss: 0.00018951305869268254\n",
            "Epoch: 21/500 \t Mean Square Error Loss: 0.0001890186028787866\n",
            "Epoch: 41/500 \t Mean Square Error Loss: 0.00018193155048647894\n",
            "Epoch: 61/500 \t Mean Square Error Loss: 0.00017656196614261718\n",
            "Epoch: 81/500 \t Mean Square Error Loss: 0.00016855547834420577\n",
            "Epoch: 101/500 \t Mean Square Error Loss: 0.00016473615065915512\n",
            "Epoch: 121/500 \t Mean Square Error Loss: 0.00016342731280019507\n",
            "Epoch: 141/500 \t Mean Square Error Loss: 0.00015432412151712924\n",
            "Epoch: 161/500 \t Mean Square Error Loss: 0.0001239508234197274\n",
            "Epoch: 181/500 \t Mean Square Error Loss: 0.00011200587754137814\n",
            "Epoch: 201/500 \t Mean Square Error Loss: 0.0001058476646663621\n",
            "Epoch: 221/500 \t Mean Square Error Loss: 0.00010681484312517568\n",
            "Epoch: 241/500 \t Mean Square Error Loss: 9.546385951107367e-05\n",
            "Epoch: 261/500 \t Mean Square Error Loss: 0.00010927121561253444\n",
            "Epoch: 281/500 \t Mean Square Error Loss: 0.00010004849772667512\n",
            "Epoch: 301/500 \t Mean Square Error Loss: 9.559210268780589e-05\n",
            "Epoch: 321/500 \t Mean Square Error Loss: 9.572680172277615e-05\n",
            "Epoch: 341/500 \t Mean Square Error Loss: 9.760391825111582e-05\n",
            "Epoch: 361/500 \t Mean Square Error Loss: 9.117432044004091e-05\n",
            "Epoch: 381/500 \t Mean Square Error Loss: 9.917001157300547e-05\n",
            "Epoch: 401/500 \t Mean Square Error Loss: 9.49245389783755e-05\n",
            "Epoch: 421/500 \t Mean Square Error Loss: 9.503152676625177e-05\n",
            "Epoch: 441/500 \t Mean Square Error Loss: 9.160256874747575e-05\n",
            "Epoch: 461/500 \t Mean Square Error Loss: 9.731565369293093e-05\n",
            "Epoch: 481/500 \t Mean Square Error Loss: 9.520605634897947e-05\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "yaSw2uADETZX",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Modifying the autoencoder and training as Classifier"
      ]
    },
    {
      "metadata": {
        "id": "gQ1-xbq_65wI",
        "colab_type": "code",
        "outputId": "079c63a0-bc4e-47d0-e1ce-53aa62566ce4",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 269
        }
      },
      "cell_type": "code",
      "source": [
        "net"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Autoencoder(\n",
              "  (encoder): Sequential(\n",
              "    (0): Linear(in_features=300, out_features=100, bias=True)\n",
              "    (1): Tanh()\n",
              "    (2): Linear(in_features=100, out_features=100, bias=True)\n",
              "    (3): Tanh()\n",
              "  )\n",
              "  (decoder): Sequential(\n",
              "    (0): Linear(in_features=100, out_features=100, bias=True)\n",
              "    (1): Tanh()\n",
              "    (2): Linear(in_features=100, out_features=300, bias=True)\n",
              "    (3): Sigmoid()\n",
              "  )\n",
              ")"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 45
        }
      ]
    },
    {
      "metadata": {
        "id": "hhgwJIXy670S",
        "colab_type": "code",
        "outputId": "10257075-aa47-45d2-afff-5691c1ee1cfd",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 233
        }
      },
      "cell_type": "code",
      "source": [
        "new_classifier = nn.Sequential(*list(net.children())[:-1])\n",
        "net = new_classifier\n",
        "net.add_module('classifier', nn.Sequential(nn.Linear(pw*ph, pw*ph),\n",
        "                                          nn.Sigmoid()))\n",
        "\n",
        "print(net)\n",
        "if GPU:\n",
        "  net = net.cuda()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Sequential(\n",
            "  (0): Sequential(\n",
            "    (0): Linear(in_features=300, out_features=100, bias=True)\n",
            "    (1): Tanh()\n",
            "    (2): Linear(in_features=100, out_features=100, bias=True)\n",
            "    (3): Tanh()\n",
            "  )\n",
            "  (classifier): Sequential(\n",
            "    (0): Linear(in_features=100, out_features=100, bias=True)\n",
            "    (1): Sigmoid()\n",
            "  )\n",
            ")\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "1mZVmDV5JKtK",
        "colab_type": "code",
        "outputId": "e8e7371f-1745-42ac-e1f6-5b05344f6efa",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "cell_type": "code",
      "source": [
        "labels.view(labels.size()[0], -1).shape"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "torch.Size([20000, 100])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 312
        }
      ]
    },
    {
      "metadata": {
        "id": "WaV5Le5gHZds",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "criterion = nn.BCELoss()\n",
        "optimizer = optim.Adam(net.parameters(), lr=1e-3)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "QBh2O4dHHqtH",
        "colab_type": "code",
        "outputId": "7408c4a9-92f0-44f7-9962-a7142f9c412a",
        "colab": {
          "resources": {
            "http://localhost:8080/nbextensions/google.colab/colabwidgets/controls.css": {
              "data": "/* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /* We import all of these together in a single css file because the Webpack
loader sees only one file at a time. This allows postcss to see the variable
definitions when they are used. */

 /*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

 /*
This file is copied from the JupyterLab project to define default styling for
when the widget styling is compiled down to eliminate CSS variables. We make one
change - we comment out the font import below.
*/

 /**
 * The material design colors are adapted from google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/dist/palette.var.css
 *
 * The license for the material design color CSS variables is as follows (see
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/LICENSE)
 *
 * The MIT License (MIT)
 *
 * Copyright (c) 2014 Dan Le Van
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
 * in the Software without restriction, including without limitation the rights
 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */

 /*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

 /*
 * Optional monospace font for input/output prompt.
 */

 /* Commented out in ipywidgets since we don't need it. */

 /* @import url('https://fonts.googleapis.com/css?family=Roboto+Mono'); */

 /*
 * Added for compabitility with output area
 */

 :root {

  /* Borders

  The following variables, specify the visual styling of borders in JupyterLab.
   */

  /* UI Fonts

  The UI font CSS variables are used for the typography all of the JupyterLab
  user interface elements that are not directly user generated content.
  */ /* Base font size */ /* Ensures px perfect FontAwesome icons */

  /* Use these font colors against the corresponding main layout colors.
     In a light theme, these go from dark to light.
  */

  /* Use these against the brand/accent/warn/error colors.
     These will typically go from light to darker, in both a dark and light theme
   */

  /* Content Fonts

  Content font variables are used for typography of user generated content.
  */ /* Base font size */


  /* Layout

  The following are the main layout colors use in JupyterLab. In a light
  theme these would go from light to dark.
  */

  /* Brand/accent */

  /* State colors (warn, error, success, info) */

  /* Cell specific styles */
  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */

  /* Notebook specific styles */

  /* Console specific styles */

  /* Toolbar specific styles */
}

 /* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /*
 * We assume that the CSS variables in
 * https://github.com/jupyterlab/jupyterlab/blob/master/src/default-theme/variables.css
 * have been defined.
 */

 /* This file has code derived from PhosphorJS CSS files, as noted below. The license for this PhosphorJS code is:

Copyright (c) 2014-2017, PhosphorJS Contributors
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

* Redistributions of source code must retain the above copyright notice, this
  list of conditions and the following disclaimer.

* Redistributions in binary form must reproduce the above copyright notice,
  this list of conditions and the following disclaimer in the documentation
  and/or other materials provided with the distribution.

* Neither the name of the copyright holder nor the names of its
  contributors may be used to endorse or promote products derived from
  this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

*/

 /*
 * The following section is derived from https://github.com/phosphorjs/phosphor/blob/23b9d075ebc5b73ab148b6ebfc20af97f85714c4/packages/widgets/style/tabbar.css 
 * We've scoped the rules so that they are consistent with exactly our code.
 */

 .jupyter-widgets.widget-tab > .p-TabBar {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
  margin: 0;
  padding: 0;
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  list-style-type: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] > .p-TabBar-content {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] > .p-TabBar-content {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
  -webkit-box-sizing: border-box;
          box-sizing: border-box;
  overflow: hidden;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
  -webkit-box-flex: 0;
      -ms-flex: 0 0 auto;
          flex: 0 0 auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {
  display: none !important;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {
  position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {
  left: 0;
  -webkit-transition: left 150ms ease;
  transition: left 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {
  top: 0;
  -webkit-transition: top 150ms ease;
  transition: top 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {
  -webkit-transition: none;
  transition: none;
}

 /* End tabbar.css */

 :root { /* margin between inline elements */

    /* From Material Design Lite */
}

 .jupyter-widgets {
    margin: 2px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    color: black;
    overflow: visible;
}

 .jupyter-widgets.jupyter-widgets-disconnected::before {
    line-height: 28px;
    height: 28px;
}

 .jp-Output-result > .jupyter-widgets {
    margin-left: 0;
    margin-right: 0;
}

 /* vbox and hbox */

 .widget-inline-hbox {
    /* Horizontal widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
    -webkit-box-align: baseline;
        -ms-flex-align: baseline;
            align-items: baseline;
}

 .widget-inline-vbox {
    /* Vertical Widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widget-box {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    margin: 0;
    overflow: auto;
}

 .widget-gridbox {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: grid;
    margin: 0;
    overflow: auto;
}

 .widget-hbox {
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
}

 .widget-vbox {
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 /* General Button Styling */

 .jupyter-button {
    padding-left: 10px;
    padding-right: 10px;
    padding-top: 0px;
    padding-bottom: 0px;
    display: inline-block;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
    text-align: center;
    font-size: 13px;
    cursor: pointer;

    height: 28px;
    border: 0px solid;
    line-height: 28px;
    -webkit-box-shadow: none;
            box-shadow: none;

    color: rgba(0, 0, 0, .8);
    background-color: #EEEEEE;
    border-color: #E0E0E0;
    border: none;
}

 .jupyter-button i.fa {
    margin-right: 4px;
    pointer-events: none;
}

 .jupyter-button:empty:before {
    content: "\200b"; /* zero-width space */
}

 .jupyter-widgets.jupyter-button:disabled {
    opacity: 0.6;
}

 .jupyter-button i.fa.center {
    margin-right: 0;
}

 .jupyter-button:hover:enabled, .jupyter-button:focus:enabled {
    /* MD Lite 2dp shadow */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
            box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .jupyter-button:active, .jupyter-button.mod-active {
    /* MD Lite 4dp shadow */
    -webkit-box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
            box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
    color: rgba(0, 0, 0, .8);
    background-color: #BDBDBD;
}

 .jupyter-button:focus:enabled {
    outline: 1px solid #64B5F6;
}

 /* Button "Primary" Styling */

 .jupyter-button.mod-primary {
    color: rgba(255, 255, 255, 1.0);
    background-color: #2196F3;
}

 .jupyter-button.mod-primary.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 .jupyter-button.mod-primary:active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 /* Button "Success" Styling */

 .jupyter-button.mod-success {
    color: rgba(255, 255, 255, 1.0);
    background-color: #4CAF50;
}

 .jupyter-button.mod-success.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 .jupyter-button.mod-success:active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 /* Button "Info" Styling */

 .jupyter-button.mod-info {
    color: rgba(255, 255, 255, 1.0);
    background-color: #00BCD4;
}

 .jupyter-button.mod-info.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 .jupyter-button.mod-info:active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 /* Button "Warning" Styling */

 .jupyter-button.mod-warning {
    color: rgba(255, 255, 255, 1.0);
    background-color: #FF9800;
}

 .jupyter-button.mod-warning.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 .jupyter-button.mod-warning:active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 /* Button "Danger" Styling */

 .jupyter-button.mod-danger {
    color: rgba(255, 255, 255, 1.0);
    background-color: #F44336;
}

 .jupyter-button.mod-danger.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 .jupyter-button.mod-danger:active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 /* Widget Button*/

 .widget-button, .widget-toggle-button {
    width: 148px;
}

 /* Widget Label Styling */

 /* Override Bootstrap label css */

 .jupyter-widgets label {
    margin-bottom: 0;
    margin-bottom: initial;
}

 .widget-label-basic {
    /* Basic Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-label {
    /* Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-inline-hbox .widget-label {
    /* Horizontal Widget Label */
    color: black;
    text-align: right;
    margin-right: 8px;
    width: 80px;
    -ms-flex-negative: 0;
        flex-shrink: 0;
}

 .widget-inline-vbox .widget-label {
    /* Vertical Widget Label */
    color: black;
    text-align: center;
    line-height: 28px;
}

 /* Widget Readout Styling */

 .widget-readout {
    color: black;
    font-size: 13px;
    height: 28px;
    line-height: 28px;
    overflow: hidden;
    white-space: nowrap;
    text-align: center;
}

 .widget-readout.overflow {
    /* Overflowing Readout */

    /* From Material Design Lite
        shadow-key-umbra-opacity: 0.2;
        shadow-key-penumbra-opacity: 0.14;
        shadow-ambient-shadow-opacity: 0.12;
     */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                        0 3px 1px -2px rgba(0, 0, 0, .14),
                        0 1px 5px 0 rgba(0, 0, 0, .12);

    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                0 3px 1px -2px rgba(0, 0, 0, .14),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .widget-inline-hbox .widget-readout {
    /* Horizontal Readout */
    text-align: center;
    max-width: 148px;
    min-width: 72px;
    margin-left: 4px;
}

 .widget-inline-vbox .widget-readout {
    /* Vertical Readout */
    margin-top: 4px;
    /* as wide as the widget */
    width: inherit;
}

 /* Widget Checkbox Styling */

 .widget-checkbox {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-checkbox input[type="checkbox"] {
    margin: 0px 8px 0px 0px;
    line-height: 28px;
    font-size: large;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -ms-flex-item-align: center;
        align-self: center;
}

 /* Widget Valid Styling */

 .widget-valid {
    height: 28px;
    line-height: 28px;
    width: 148px;
    font-size: 13px;
}

 .widget-valid i:before {
    line-height: 28px;
    margin-right: 4px;
    margin-left: 4px;

    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .widget-valid.mod-valid i:before {
    content: "\f00c";
    color: green;
}

 .widget-valid.mod-invalid i:before {
    content: "\f00d";
    color: red;
}

 .widget-valid.mod-valid .widget-valid-readout {
    display: none;
}

 /* Widget Text and TextArea Stying */

 .widget-textarea, .widget-text {
    width: 300px;
}

 .widget-text input[type="text"], .widget-text input[type="number"]{
    height: 28px;
    line-height: 28px;
}

 .widget-text input[type="text"]:disabled, .widget-text input[type="number"]:disabled, .widget-textarea textarea:disabled {
    opacity: 0.6;
}

 .widget-text input[type="text"], .widget-text input[type="number"], .widget-textarea textarea {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    outline: none !important;
}

 .widget-textarea textarea {
    height: inherit;
    width: inherit;
}

 .widget-text input:focus, .widget-textarea textarea:focus {
    border-color: #64B5F6;
}

 /* Widget Slider */

 .widget-slider .ui-slider {
    /* Slider Track */
    border: 1px solid #BDBDBD;
    background: #BDBDBD;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    position: relative;
    border-radius: 0px;
}

 .widget-slider .ui-slider .ui-slider-handle {
    /* Slider Handle */
    outline: none !important; /* focused slider handles are colored - see below */
    position: absolute;
    background-color: white;
    border: 1px solid #9E9E9E;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    z-index: 1;
    background-image: none; /* Override jquery-ui */
}

 /* Override jquery-ui */

 .widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {
    background-color: #2196F3;
    border: 1px solid #2196F3;
}

 .widget-slider .ui-slider .ui-slider-handle:active {
    background-color: #2196F3;
    border-color: #2196F3;
    z-index: 2;
    -webkit-transform: scale(1.2);
            transform: scale(1.2);
}

 .widget-slider  .ui-slider .ui-slider-range {
    /* Interval between the two specified value of a double slider */
    position: absolute;
    background: #2196F3;
    z-index: 0;
}

 /* Shapes of Slider Handles */

 .widget-hslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-top: -7px;
    margin-left: -7px;
    border-radius: 50%;
    top: 0;
}

 .widget-vslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-bottom: -7px;
    margin-left: -7px;
    border-radius: 50%;
    left: 0;
}

 .widget-hslider .ui-slider .ui-slider-range {
    height: 8px;
    margin-top: -3px;
}

 .widget-vslider .ui-slider .ui-slider-range {
    width: 8px;
    margin-left: -3px;
}

 /* Horizontal Slider */

 .widget-hslider {
    width: 300px;
    height: 28px;
    line-height: 28px;

    /* Override the align-items baseline. This way, the description and readout
    still seem to align their baseline properly, and we don't have to have
    align-self: stretch in the .slider-container. */
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widgets-slider .slider-container {
    overflow: visible;
}

 .widget-hslider .slider-container {
    height: 28px;
    margin-left: 6px;
    margin-right: 6px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
}

 .widget-hslider .ui-slider {
    /* Inner, invisible slide div */
    height: 4px;
    margin-top: 12px;
    width: 100%;
}

 /* Vertical Slider */

 .widget-vbox .widget-label {
    height: 28px;
    line-height: 28px;
}

 .widget-vslider {
    /* Vertical Slider */
    height: 200px;
    width: 72px;
}

 .widget-vslider .slider-container {
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 6px;
    margin-top: 6px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .widget-vslider .ui-slider-vertical {
    /* Inner, invisible slide div */
    width: 4px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-left: auto;
    margin-right: auto;
}

 /* Widget Progress Styling */

 .progress-bar {
    -webkit-transition: none;
    transition: none;
}

 .progress-bar {
    height: 28px;
}

 .progress-bar {
    background-color: #2196F3;
}

 .progress-bar-success {
    background-color: #4CAF50;
}

 .progress-bar-info {
    background-color: #00BCD4;
}

 .progress-bar-warning {
    background-color: #FF9800;
}

 .progress-bar-danger {
    background-color: #F44336;
}

 .progress {
    background-color: #EEEEEE;
    border: none;
    -webkit-box-shadow: none;
            box-shadow: none;
}

 /* Horisontal Progress */

 .widget-hprogress {
    /* Progress Bar */
    height: 28px;
    line-height: 28px;
    width: 300px;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;

}

 .widget-hprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-top: 4px;
    margin-bottom: 4px;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    /* Override bootstrap style */
    height: auto;
    height: initial;
}

 /* Vertical Progress */

 .widget-vprogress {
    height: 200px;
    width: 72px;
}

 .widget-vprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    width: 20px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 0;
}

 /* Select Widget Styling */

 .widget-dropdown {
    height: 28px;
    width: 300px;
    line-height: 28px;
}

 .widget-dropdown > select {
    padding-right: 20px;
    border: 1px solid #9E9E9E;
    border-radius: 0;
    height: inherit;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    outline: none !important;
    -webkit-box-shadow: none;
            box-shadow: none;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    vertical-align: top;
    padding-left: 8px;
	appearance: none;
	-webkit-appearance: none;
	-moz-appearance: none;
    background-repeat: no-repeat;
	background-size: 20px;
	background-position: right center;
    background-image: url("data:image/svg+xml;base64,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");
}

 .widget-dropdown > select:focus {
    border-color: #64B5F6;
}

 .widget-dropdown > select:disabled {
    opacity: 0.6;
}

 /* To disable the dotted border in Firefox around select controls.
   See http://stackoverflow.com/a/18853002 */

 .widget-dropdown > select:-moz-focusring {
    color: transparent;
    text-shadow: 0 0 0 #000;
}

 /* Select and SelectMultiple */

 .widget-select {
    width: 300px;
    line-height: 28px;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    -webkit-box-align: start;
        -ms-flex-align: start;
            align-items: flex-start;
}

 .widget-select > select {
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    outline: none !important;
    overflow: auto;
    height: inherit;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    padding-top: 5px;
}

 .widget-select > select:focus {
    border-color: #64B5F6;
}

 .wiget-select > select > option {
    padding-left: 4px;
    line-height: 28px;
    /* line-height doesn't work on some browsers for select options */
    padding-top: calc(28px - var(--jp-widgets-font-size) / 2);
    padding-bottom: calc(28px - var(--jp-widgets-font-size) / 2);
}

 /* Toggle Buttons Styling */

 .widget-toggle-buttons {
    line-height: 28px;
}

 .widget-toggle-buttons .widget-toggle-button {
    margin-left: 2px;
    margin-right: 2px;
}

 .widget-toggle-buttons .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Radio Buttons Styling */

 .widget-radio {
    width: 300px;
    line-height: 28px;
}

 .widget-radio-box {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-bottom: 8px;
}

 .widget-radio-box label {
    height: 20px;
    line-height: 20px;
    font-size: 13px;
}

 .widget-radio-box input {
    height: 20px;
    line-height: 20px;
    margin: 0 8px 0 1px;
    float: left;
}

 /* Color Picker Styling */

 .widget-colorpicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-colorpicker > .widget-colorpicker-input {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 72px;
}

 .widget-colorpicker input[type="color"] {
    width: 28px;
    height: 28px;
    padding: 0 2px; /* make the color square actually square on Chrome on OS X */
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    border-left: none;
    -webkit-box-flex: 0;
        -ms-flex-positive: 0;
            flex-grow: 0;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    outline: none !important;
}

 .widget-colorpicker.concise input[type="color"] {
    border-left: 1px solid #9E9E9E;
}

 .widget-colorpicker input[type="color"]:focus, .widget-colorpicker input[type="text"]:focus {
    border-color: #64B5F6;
}

 .widget-colorpicker input[type="text"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    outline: none !important;
    height: 28px;
    line-height: 28px;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    font-size: 13px;
    padding: 4px 8px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-colorpicker input[type="text"]:disabled {
    opacity: 0.6;
}

 /* Date Picker Styling */

 .widget-datepicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-datepicker input[type="date"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    outline: none !important;
    height: 28px;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-datepicker input[type="date"]:focus {
    border-color: #64B5F6;
}

 .widget-datepicker input[type="date"]:invalid {
    border-color: #FF9800;
}

 .widget-datepicker input[type="date"]:disabled {
    opacity: 0.6;
}

 /* Play Widget */

 .widget-play {
    width: 148px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .widget-play .jupyter-button {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    height: auto;
}

 .widget-play .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Tab Widget */

 .jupyter-widgets.widget-tab {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */
    overflow-x: visible;
    overflow-y: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
    /* Make sure that the tab grows from bottom up */
    -webkit-box-align: end;
        -ms-flex-align: end;
            align-items: flex-end;
    min-width: 0;
    min-height: 0;
}

 .jupyter-widgets.widget-tab > .widget-tab-contents {
    width: 100%;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    margin: 0;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    padding: 15px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    overflow: auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    font: 13px Helvetica, Arial, sans-serif;
    min-height: 25px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
    -webkit-box-flex: 0;
        -ms-flex: 0 1 144px;
            flex: 0 1 144px;
    min-width: 35px;
    min-height: 25px;
    line-height: 24px;
    margin-left: -1px;
    padding: 0px 10px;
    background: #EEEEEE;
    color: rgba(0, 0, 0, .5);
    border: 1px solid #9E9E9E;
    border-bottom: none;
    position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {
    color: rgba(0, 0, 0, 1.0);
    /* We want the background to match the tab content background */
    background: white;
    min-height: 26px;
    -webkit-transform: translateY(1px);
            transform: translateY(1px);
    overflow: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {
    position: absolute;
    top: -1px;
    left: -1px;
    content: '';
    height: 2px;
    width: calc(100% + 2px);
    background: #2196F3;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {
    margin-left: 0;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {
    background: white;
    color: rgba(0, 0, 0, .8);
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {
    margin-left: 4px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {
    font-family: FontAwesome;
    content: '\f00d'; /* close */
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
    line-height: 24px;
}

 /* Accordion Widget */

 .p-Collapse {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Collapse-header {
    padding: 4px;
    cursor: pointer;
    color: rgba(0, 0, 0, .5);
    background-color: #EEEEEE;
    border: 1px solid #9E9E9E;
    padding: 10px 15px;
    font-weight: bold;
}

 .p-Collapse-header:hover {
    background-color: white;
    color: rgba(0, 0, 0, .8);
}

 .p-Collapse-open > .p-Collapse-header {
    background-color: white;
    color: rgba(0, 0, 0, 1.0);
    cursor: default;
    border-bottom: none;
}

 .p-Collapse .p-Collapse-header::before {
    content: '\f0da\00A0';  /* caret-right, non-breaking space */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .p-Collapse-open > .p-Collapse-header::before {
    content: '\f0d7\00A0'; /* caret-down, non-breaking space */
}

 .p-Collapse-contents {
    padding: 15px;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    border-left: 1px solid #9E9E9E;
    border-right: 1px solid #9E9E9E;
    border-bottom: 1px solid #9E9E9E;
    overflow: auto;
}

 .p-Accordion {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Accordion .p-Collapse {
    margin-bottom: 0;
}

 .p-Accordion .p-Collapse + .p-Collapse {
    margin-top: 4px;
}

 /* HTML widget */

 .widget-html, .widget-htmlmath {
    font-size: 13px;
}

 .widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {
    /* Fill out the area in the HTML widget */
    -ms-flex-item-align: stretch;
        align-self: stretch;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    /* Makes sure the baseline is still aligned with other elements */
    line-height: 28px;
    /* Make it possible to have absolutely-positioned elements in the html */
    position: relative;
}

/*# 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 */",
              "ok": true,
              "headers": [
                [
                  "content-type",
                  "text/css"
                ]
              ],
              "status": 200,
              "status_text": ""
            }
          },
          "base_uri": "https://localhost:8080/",
          "height": 555
        }
      },
      "cell_type": "code",
      "source": [
        "epochs = 500\n",
        "loss_list = []\n",
        "for epoch in tqdm_notebook(range(epochs)):\n",
        "  runningloss = 0\n",
        "  \n",
        "  for images, labels in trainloader:\n",
        "    if GPU:\n",
        "      images, labels = Variable(images.view(images.shape[0]*images.shape[1], -1)).cuda(), Variable(torch.tensor(labels, dtype=torch.float32).view(labels.shape[0]*labels.shape[1], -1)).cuda()\n",
        "\n",
        "    output = net(images)\n",
        "    optimizer.zero_grad()\n",
        "    loss = criterion(output, labels)\n",
        "    loss.backward()\n",
        "    optimizer.step()\n",
        "    runningloss += loss.item()/20\n",
        "  \n",
        "  loss_list.append(runningloss/(epoch+1))\n",
        "  if epoch % 20 == 0:\n",
        "    print('Epoch: {}/{} \\t BCELoss: {}'.format(epoch+1, epochs, runningloss))"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "f85f9d8539644ec982a70d8b0997d926",
              "version_minor": 0,
              "version_major": 2
            },
            "text/plain": [
              "HBox(children=(IntProgress(value=0, max=500), HTML(value='')))"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
            "  \n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Epoch: 1/500 \t BCELoss: 0.014661368727684022\n",
            "Epoch: 21/500 \t BCELoss: 0.014210985600948333\n",
            "Epoch: 41/500 \t BCELoss: 0.014032292366027831\n",
            "Epoch: 61/500 \t BCELoss: 0.013904888927936555\n",
            "Epoch: 81/500 \t BCELoss: 0.01380547434091568\n",
            "Epoch: 101/500 \t BCELoss: 0.013689948618412018\n",
            "Epoch: 121/500 \t BCELoss: 0.013542653620243072\n",
            "Epoch: 141/500 \t BCELoss: 0.013591821491718292\n",
            "Epoch: 161/500 \t BCELoss: 0.013580188155174255\n",
            "Epoch: 181/500 \t BCELoss: 0.013540394604206085\n",
            "Epoch: 201/500 \t BCELoss: 0.013369527459144593\n",
            "Epoch: 221/500 \t BCELoss: 0.01322626620531082\n",
            "Epoch: 241/500 \t BCELoss: 0.01352866142988205\n",
            "Epoch: 261/500 \t BCELoss: 0.013318122923374176\n",
            "Epoch: 281/500 \t BCELoss: 0.013224758207798004\n",
            "Epoch: 301/500 \t BCELoss: 0.013208739459514618\n",
            "Epoch: 321/500 \t BCELoss: 0.013296028971672058\n",
            "Epoch: 341/500 \t BCELoss: 0.01311867982149124\n",
            "Epoch: 361/500 \t BCELoss: 0.01297498494386673\n",
            "Epoch: 381/500 \t BCELoss: 0.012994895875453948\n",
            "Epoch: 401/500 \t BCELoss: 0.013135915994644165\n",
            "Epoch: 421/500 \t BCELoss: 0.012735223770141602\n",
            "Epoch: 441/500 \t BCELoss: 0.012773747742176055\n",
            "Epoch: 461/500 \t BCELoss: 0.01294257640838623\n",
            "Epoch: 481/500 \t BCELoss: 0.012618567049503326\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "WP5upygFMVXw",
        "colab_type": "code",
        "outputId": "9820a449-98b8-4cc2-c0a1-2e58debf73bf",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 471
        }
      },
      "cell_type": "code",
      "source": [
        "plt.plot(range(epochs), loss_list, 'g--', label='Loss')\n",
        "plt.xlabel('Epochs')\n",
        "plt.ylabel('Loss')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0, 0.5, 'Loss')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 57
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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nW90KAACQxfeSS0lJ0bBhw7RkyRJJks/nU0xMjKZNm6ZHHnnkrPqxY8eqqqpK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\nDExEREREHjAwEREREXnwH7lxNhspqrAFAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "metadata": {
        "id": "h9NXdInyEQiM",
        "colab_type": "text"
      },
      "cell_type": "markdown",
      "source": [
        "# Testing Performance"
      ]
    },
    {
      "metadata": {
        "id": "7nmuYsBhPwxH",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "TestDatapath = 'DRIVE/test/images/'  # Test Image Data Path\n",
        "TestLabelpath = 'DRIVE/test/1st_manual/'  # Test Image Manual Label"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "u83wm9IqEZcw",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "def make_patches(image, label_image, pw, ph, no_of_patches):\n",
        "    # Convert PIL image to numpy array\n",
        "    image, label_image = np.array(image)/255.0, np.array(label_image)/255.0\n",
        "\n",
        "    imgArrOut = np.zeros((label_image.shape[0], label_image.shape[1]))\n",
        "    print(imgArrOut.shape)\n",
        "    for i in range(image.shape[0]-ph):\n",
        "      for j in range(image.shape[1]-pw):\n",
        "        imgArrI = np.copy(image[i:i+ph, j:j+pw, :])\n",
        "        imgArrI = np.ravel(imgArrI)\n",
        "\n",
        "        if GPU:\n",
        "          images = Variable(torch.tensor(imgArrI, dtype=torch.float32)).cuda()\n",
        "        output = net(images)\n",
        "        imgArrOut[i:i+ph, j:j+pw] = output.view(10, 10).cpu().detach().numpy()\n",
        "    return imgArrOut\n",
        "\n",
        "# Load Images and Convert Images into numpy array\n",
        "imD = Image.open(TestDatapath + '01_test.tif')\n",
        "# imD = np.array(imD) \n",
        "# imD = imD/255.0 \n",
        "imL = Image.open(TestLabelpath + '01_manual1.gif')\n",
        "# imL = np.array(imL)\n",
        "# imL = imL/255.0\n",
        "\n",
        "out = make_patches(imD, imL, 10, 10, 1000)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "rtMMx_nNrtMH",
        "colab_type": "code",
        "outputId": "8b311fec-8d36-4a9c-f7ca-d738a1607f3e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1341
        }
      },
      "cell_type": "code",
      "source": [
        "plt.figure()\n",
        "plt.title('Input Image')\n",
        "plt.imshow(imD)\n",
        "\n",
        "plt.figure()\n",
        "plt.title('Classifier Output')\n",
        "plt.imshow(out, cmap='gray')\n",
        "\n",
        "plt.figure()\n",
        "plt.title('Manual Label')\n",
        "plt.imshow(imL, 'gray')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.image.AxesImage at 0x7f3905dabcc0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 99
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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cYuRJjx9tK+zqOFcsBIC144jc6XzU+AAMkZ0TvBgFNq2hlfXvxU9Y4VyhLbJe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SUTnUeCb21hg2+rs5aOcVGsXZpztfmiWKDLai00RVGny/DftZkNAumQcA40WyKYtQmr+mBtdGf2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\nbsGHpfDm5R1/4ptH/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0tBzGLEcGyxwf5gvdWKCiyb0VYtYKqhmAVLStEfIN1pwrRO7KZP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\nmh0MveFyLuxOa6ledsCzXTaWScSSXBR/7kwb5JBt0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E/PPL9aOYeFlgvnl2c++Nr7PL35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\nRZGZJTttb4Kq0IGYitPujWk68FMcqgd8ZVlSYDWWRr9V1FB4VhzRMClZlbq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EWmpiNMGL\ny0aBRqJoTxzwyOppO7uOvXWUTCq8DQ7kcybsNoZjWQraA1diQAKKAlx5EJYgG/RgpKkohrB7nTM1\nMSYIA9GRIqHBKBnrjPfOJaEmhY0NgCHJQJISUKWTGg9BDcPNLEqmpSaaxAZbbNuYNVRSzBjATXrR\nhC3cnWU4zJmXVNcaDMILiRmidFyyDk0lDnoDUoL3TqsqAHtYR3F+J0i1HJtkG/Q7k9FxUxMGtmBN\nOuMzDgfw0M7E/dEEdk0pMZp+zo/9mmg7tsbCIiX6yc1ZWxthEcb7MOLQrqVQz1S5V4hzHkxSjADR\neZUSMJld56YUxHtQyFtArCUcyQOx8MhmshSoAotaEk24b6gqslHmUHKKmY9j2+3wsfQ+MMLiK+eM\nfXSkRAnEdL/ftg1aKjQr9m2HJcOj5YSlZLgz8h5+1QbNH1Pz93Zf39CH0EMF8qwopmWPRmf47Plb\nh5+VKj2xtsvlEHwtkc0OH5BoXd0MRcmM9ojNnhV8d1aaN3kBhOr/JAPtsiG5oghwvt+wLguWvODp\n+S1oYfsNMxzxy0p4CmA8MAtLhw8HJMSlBiDxAejew/nZIKeVViG6Usq8Lrh5tAKt4Wa7wf7iBe6e\nvsDJbpHWE87PLrAzN/X1xAqy3+/UhmSaH/a+A5awLrcYnZYfbW/w0dFTP7ofCvcMaP2IswYIJ9Sc\nAPFjJjLimrWxQ1JhR7BzNicB91m/xh/DWAGO0R+w2Pg1ltN6iFqtG1QUaz3hsm08tAZp1LlUGOYD\nKjDbMcY178SM9kB7kCi4gbJz3h90PQLwgJKpzQDTacO6xJKQVZc9iA48GCjmA/UtEp1RHLAwRhDM\nAxzgBjgMyJXGkbMiV1zV+SJyWKxMoswkYUBTOIUTAZCZGBp4kWrmxkmXTELW7sf18EASUqL7glvo\neQbZX1DOSXNJuLQ9rI9SfG12uVMnYm0SQOhvJvnlGOsRRq5mxhlJ2481Mt0eTjcLlmXBi+f3cW8S\nDIbT6QQPp+7uHa1f3QM41+nBBgUjMhwAGFE/n/15uKsq2h6wVfioTUeGXGusERYKM7YhlwKBQzNn\nY+kwjJ3aIbIph23Q0FL5Edg4hZ1+sAfvzvd4/PgxpgB5zgv16CYfmJQCKCmMRhFZYBK0e+P1xwNi\njgg/z37ZAA3BL8ZL5B3K7/xYXxNuTSlhawMDDUtaeeirIWmsYYRJgLw8//mP2wm5xoNy5dg7QFgG\ngkUT/tN/eg+g1Bm8eH4H34FSmL/Btcfh7fQ7S5IgylRTWrEnpieK4vbmBpcXd8fD34N9002Yi3PZ\nkErGk5vHcOu4e/EWvul9T3B6/AjPv/ImUqe9TRvAfac2piY6Jmuiwrkk+p5hxE32BsnCQeHokOYA\nSPf0NXRE5058WB1WBeVdT5Be3OH+xR1Oywm1J5xQcPPud8FF8bWn9xADii4HoSMXsnXavkG6QRdF\nrRXWuUWP3rHUGROdkJGRJMHbgNR8wGDutErQkglF5YzqghYwRYoHJEXksiagtakKD2W+021issDG\naGihVRBPVIBHRpIIr+Hd3V0cKqTkt32HqKJmEhPMWJn33pCzYjmFX1lnUJg3R2Yu+tGFSJiUsnNj\n/st8WbOwSqFnAKFdQC0Rbx8IFwHan6A73Nl91ZKxG6355+ZsQQum5oK4h2EGDjpSndEKnAVmncwz\ndoWa0oHNS8CQBs4iFOxYvJHQ24xIgQTjcLjjfD5H5V0wxbalCjssuQpYZ7TJslBDpKph+a+wrQHi\nyMqZwaV39HAtr0ioCjRz5MROH8dsiT5ppSrOL57HM0JIcr05UXvmI0afPUxYWbRBJA5Hzri8A31v\nUwKFJAZNNEZNlflWdM2nqeiMrNCcDnr8sb2MzplWJW1bNJwKZMAHSRBrXdHDWDeHm4Rn5vOIJzhS\naPy48e+Dmr5aKy53FxYCwgyjPjqmYSycB3YSiVk2bchIlEnHQekB6XXvdBUJn0DRhBrU8WF2eOK5\ncW40kYhpxJtVo1vKUGUBuW1k2rZ9x2g7ppQQriR+TjZcsEyPGeXbfH1DH0IHQyN+LSKHUt+dXP6D\nLvmicW60UA1dtHDg2pkMqSAaNpIhB7XXQVsT+r01JMkoZQFGiPKUEI8PoEFodNp2YBAKNDgePXmE\nervg2VeBy75DhXRoV8FwQ+uDHk0q7AT2Lco5kiSGdGAo0kJ2HAQYvcOHIC8KvvMIuBJqX6COdFrg\n+wVf/9qbuHt+j+284ZVHCdsYuLt7DrWCmb9jTrfqEQNSTVxgJUmknvKh7+F35uKoEZFNgs6g6M7t\nyiYCZxQWvmO1MLhv5hDxABi0uc+xgIOum4MNRYw76MFRtbpSCzbp9C6GZhvywm7I4Ow8UmD/ELRh\nYYvC95nrcmh5OEtk6BlSwm4tNmFA1ekyHJ0qhaoU97kJtSli8MEDFJiQzpUoYIPCYR+sUDVF5HcE\n2I1hmGml0+6HMC1JFQZSbCGG1hktnzM93VLoMroDRWnz7xYBfAjRakpMV4UgVVr7WGcII6DYe0eq\nPNxFLLqG2IglwRAOBcaObnYUV3YUhZwiANLLdv48HkcYctpB8WX1HeFtdqUWJ0no2GF9HOJnGp8H\nvXl2TIOMMA9UgnR3PlN96xQDgzq/JInedkGqmPuGpEwXdACmhv2yHX5rKdEmysK2ygefRbertqgU\nMtJa3zB1bLNTkIB/GRXC2Y9qgswRAAQ5Zextj/3rcKg7GL4qVD0RWeBhKwLajY0Rz1fYAQWtnnsg\nC5bzeYPJ7GyiQ42Oz3qHNQBISJpQ8kJGHngtyabj+2+dRWVJjE+Z12++JgLlRoLTO3l9Qx9Cc8Ff\nDyM/4hwkbPBvbm7x9Gtv4sWL53AVnMotltuVPPqhMNegXXLRXcz5QHrAYFvDkjibQDzgCmA/79ht\nYF0EulZuskhIXbA/PWNrO97z3tfgmU30MDviHdrYcZtuaOnhO9pgrkofhlJzuF4rkOPhCgqkw8lA\nUkAyqejEcsChuxsNE2tGevIIr5SCf/jz/w13b25IesKzfeDuxRm2C9bTDRQJ234Xhx3p6i4GD8rv\nFEfe1AIbFgcBE0vNFQlKk8uxE3oxHqx8ThOGBZYdqvEWFSPD4TK0sPoT4fvnMFax9xbOBeE24BzQ\nroVzFXZRfqjBEQ8bFOjOSLLegWVZ0buhrlwf1jwcjagJo+K9Q1KCVMEY3GiR+Vi02HR9BhvmApRp\n68PclzEcCYXzJaeg9eDJKg8INWVn7XRwoI3FtH4BmGHBnJ+lcnZibrHJ870MA2oQB2yQh+RiSJmb\n0j5YbF2theQYmkN4X21CO4UdLQ9ShTU5oi4kBVlC6bXWD8YpP1DrUyPkGA+iHjgz4zq99EaEQa+w\noEu4Q4iwO04Z+2gYPiAp0bWhA/dnkkheub3hAFwd6MIZR9aY3yC6pdAGGfOD4ITFcs6opeLu7vlh\naUOmlwazkZ3eFDe7XT0oZ+qpO7+1xKxlZun03pFTxmiNzMGc0I26uQSNWG7uRd0Hetwvlznsv84n\nS+U8zYehd8eA4HR7g+mM4c6vOfc163we66k+gDYBJKYjQyRYmdFNxeG4LAtcLISozEab4tYxBmw0\npJojsqnFOiL1fqBhrSvOsscYIQqLXKNwnLZS6T+mTmga9s2TWRwcGIKbXoLgza9+HfX2FlUWrI8W\nSCpo/QLrfIgAdrDDO+BONfrWYwAuyLkCaljKwge7G6x3aBbUvGK9qShFOXjdBs0sE6ttvV3RzDH2\nnRtUFpzPF/Te8eq7H8OFGLCngR0DWvMRwwxzyKVT3CaEw6QkmDAZFCDtNeXMqHLnz6VkeFKMbcfz\nux3ne4fqI3iq+OpX3mL3kdZgce2wlFBKwbntrCzDPWHfCF+UZGjbFrTqSOOcWpOk2I1ZTAibm+lV\n13vnZhc49/CrU687w+VKKhiS4+G6kjLEgdjpeYipQjJhrt4531AVqLDqLarozgOvKFXrZgPPn++k\nvt9Ubi60ccPlfkOCxwbOA46VMT9LfGuoK3wnkXoY6OHnnDkyOjq0RR6ebs5OBsL8nGZ2sNYACZNu\nCbV8R64VLnJYs5SykG7utGlpbQqBOZTf9wtyoTlnSgnDLZTzmcmZrbNydooXc2xeWeb3y3T22Dcs\nZaVtUN9Co8RusA2E0Sl34ZooZOQMswd7DzCREOryek/9IruSBDdQO6LKaGnRg+1XUsHd5YxSYhOO\nwuB83lDXFbnGGrGBKhmuA9YaXBK0MA5BVJDB7nJGTrTWCFsqXUxKKSHsBjzcA0gOMS4ELjDSxIMK\n7SasMkNcW5IeMzioQFMh/2nqxxqfFzpKUNw+Y0WmNiw5C6yjqzOjzAMKuDCALgNVFZf7OyQyT3hf\n9nDkL/SXExVcIjJDqdk+jHvdHaVWdAcp2iF3GMbZc0oxo8xk3u6toeYMyQVtY3gj3OghVxMchhrh\nlaUkPHq0AtjgIW6evvYmAZfaf1A47iVygsrkXrOddODu2XPU/ASCeiwUROUzldkQhwiFf9bYmmtY\nYXjE9tasGFvAEcFaq6eKIUBVDnfP+xlwoyOA0K4/DYW68eDYCSOMYTjf7zjdAo7wplOJGcF0deBT\nPSGvUhZAgyFKug7nJmEHkmNz11KAkvHWW2e8+bWnsJEBVLR9UPmOdISzuUbwXGd17s6W2qcQtTNW\nouYFIjsfeOEGNyJOnAuf3/sSm5VkmoTu+04IUQW9NwptI3wthRgwlRIDZqD1PQSFCdv5AgC4WTm7\nGaGpyVHBCSJTqXfsfUM9reFAwI1x0Qz3HeKkZE9qL0SQJCGHqzZJEYTsxNltThV6bxGLkAUygGbj\nEFwOBNW8X0PJ5vCZTtZyVNcwZ3f3gPrqTjhqVpIWGPv8fKP3BwcQ/8/OmXMobmQpiAjxHChhwek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LaFVQoPJXfHaanIgS1f9j20ByeK2RqNLT1mCWa0K0nhkQXMKqmxswqhIyHAEl2Fh2v4YMZN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\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DE36eUiKOw26vtFeDvcgY0nc8nUdXR1ISwaO1yuEw7hX69jm3/+/d2Gz9QpLYyAHOSSj6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bBV7Z1Q2V5z92/XR4QILtzhMO8AuI/THNpSVQSfPbxZGj6iFZ/8oY/jB//u38DD5Tk08Xnm80Ix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\nSHadAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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pTj75ZLz85S/Hddddh1KphMsuu2ylhuTBgwcPHg4wVoyELrroIkxOTuKTn/wkxsbGcOKJ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vjBD/54PfkBisMIHF4Hc0Kb8UXFotjZ2UkpQiKTwArATwCxbW5uanFxUYODgxoeHk4LyOEWFgaL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08pe/XH/yJ3+id73rXfrDP/zDIy6hG1m42HyCr4+7kaRz585J0pEU58FgkPLsjb5pVnOfCI/y\n8YL0b5rKNqddv+szkzuY678pLKI1QWb0wuZis6uJC/TUqVOqVqu6evVqwSr0htlyuXg77O7urjY3\nN/WhD31Iv/RLv6SFhQXdfvvt6ZRpKutcIWI1vSi07OePliGLBazboNClAqc1E5WQ58Wp2B5br9dL\nJ5n7Wc8NFdQw5ExB72eGueqIoKMQi2UwGKSYFk/YMFIulUrpGCr33fPn/vywjCjzj+kzOTmZTjP3\nLbvXr1/X1taWrl27duRMP6N9WitR6UUARbpECybnHeB8c35IOyoAzgmBBZ8zfXNxG1v3vhHZnpJS\nqZRiYpHfDSqZ1OT2CHb8PS14WoSmowFhs9lMa4RJQVEmUNH7BBJJR8DYj7v8n5TQgw8+qPvvv1+v\ne93rCkrokUce0e7url73utelz170ohfp3Llzevjhh3Xffffp4Ycf1j333JN2yUvSG9/4Rr397W/X\nt7/9bd17771H2ut2u0noS0pnHj0bxZPRbrc1MnJwpMxgcBBIXFpa0smTJ5NCoA+X2U1RsPkzHpVD\nJEpLh+/SpeffRDVkTiJICrSIaMnobMf9sTK5evVq2uFua8eMbjdE3Duxv3+wN+pLX/qSXvSiF+nV\nr3617rrrLv37v/+71tfX0/UTOZ+6+yspKd9er1cQPBxfVEBcbIwNeA5c3G8qa8YBnF4c3SIOrHse\n3WZOoVCg8jn2JSokCuWc0HQdpgddcdyHY6XjcayvrydLye5Fjz/GkSKP0ZK0a3d8fDy5fCqVijY3\nN3XlyhWtra0V+IOClbHEuD5cdwywu9jC5WfRwnXKtNeE+ZO8xrWSi9lFhWDa8z23zZip15Lp5jVu\n92eMIVKhsxA4+DluAaBl634QGEV6xPHR3dbtdrW6upr68pOSkODyjJXQP/7jP+rRRx/VV77ylSPf\nOWg9MzNT+PzEiRPpTprFxcWCAvL3/i5X3ve+9+mP/uiPnmlX/1eF7h27MIzGnWHk76k8iPCiuya3\n+KLrwc/n3AUUdnHvkUuM3dDCoQvKC8Z/E3m7OIZgwWarKyLn6Jrz+Futlq5du6a9vT1NT0/r9OnT\nqS0fa8RUYY8lji3GfTjOWGg9uI/RnUJl7vop8CkELNQ8bvrTc/TPKRrSaUf59wAAIABJREFUPv5P\nS4mCLzenRLV8Nx5zY2HPdpxo4v71+/2UeEOhHceSo6vv+llYWND4+LjW1taSkmPWHZWl5yLSIsZl\nGMT3/3w3rpM4j9H9FMeT4ynyBXknWqA5oOe+2UvCDEj/z03NHCvnO4IV7gOjYqHb1O8xZkj6UAZY\nSZKOvj490uYnpTwjJXTlyhX9zu/8jh566KF0W+VzUd797nfrne98Z/q/2Wzq7Nmzz0rdVEIO6tkt\n1G63tbS0pLvuuksrKyuJAZ2c4Pfjyb9mMjMl3QZUZEZWuaM3aIoTWfI5unDo5+Yi9f98n0jO77Va\nLVUqFc3Ozqrb7Wprayulc/p5j9vmveva2dnR4uKirl+/rrm5Ob3whS/U8ePHdfXqVb3kJS9RqXRw\nbt3MzIyOHTum0dFRbW9v60tf+pKWl5fTqRCmI10JRsa06pj4kIvh+H+6FE1Xz43HYutue3s7BXQ5\nX7TMKDycehutGtM0Pp8TpDG24Swn85T7GQWUectJALycjDwSPQguUSFQKE9NTWlubk6zs7M6ffq0\nRkZGtLy8rOXlZT355JNp46vH4Su6yVfmW88P+YzrwTTi/T7kAVod5Hket+X+83/SlWPl3jv3hb+l\nQ9clFZQtPoIYbioleHEdTJyRpGq1WjjKy94G8qbfpXLzdzxNwVZUBFkcF0GI72viuvpJKs9ICT3y\nyCNaWlrSK17xivTZ/v6+PvOZz+gv/uIv9PGPf1y9Xk8bGxsFa+j69es6efKkJOnkyZP68pe/XKjX\n2XN+JhZnltyoQkXkzapGnj4jLQYzo5uLQifnfiIKywkv1xFRqRViFGL0nRO90nqSDmNJbC+6f6SD\nBbqzs5NcL51OJ9XnH8a9omuu3W7rySefVLlcTpt92+12ElI+6fvUqVOq1+uamJjQyZMndfXqVV25\nckWtVitdlUClTrRL4UBa5ZBnDkGzHm6cjG3RPTPMWnF9niPOeeQR0jBaYlZG0TJ1XTxM14KbVwS4\nXYOCaGHFsYyNjanRaBTib+zfqVOn1Gg0VKlUUnxvaWmpcCurdHgihsEoYx8xTmqLU1LBkrAw5bmA\ndNPRcswVApFoUdE6y/EM6eO+xq0EnmsCAFqUkgoKkX2YmJhQrVZLcToe/+TjuXxiieknHSh109EK\nivE21x+9HByfn/XfTkiIPPqTUp6REvrlX/5lffOb3yx89pu/+Zt60YtepHe96106e/asxsbG9KlP\nfUoPPPCAJOmxxx7T5cuXdeHCBUnShQsX9J73vEdLS0s6fvy4JOmhhx5So9HQ+fPnn40x/Z+KJ6fZ\nbKperycmaLfbunLliubm5hKzWlmZ0eNmTC8gH80RFUs0+f0Z3VMR5fDkY/q/6QLJuTLYDpnVC8x+\nf+5Huf3227WxsaHvf//76nQ6BcERlYHb7Xa7evTRR3X58mU1Gg1NTEzo2rVr+vrXv56UuSR94Qtf\n0C233KKf+7mf09zcnG699VadPXtWIyMjyQK7dOmSvvKVr6Rzx6Lrpd8/vLGW/fbnjAPF5A+i5Uql\nkvrmcwTtjo3xuVLp4J4j/y0douFo5XKu6WLzew40U4lZSTjYbNcLecfK0ydTj4yMaHt7O1mSfM5X\nJziFvVarqVarqdFoaHp6OmVDTk5OqtPp6Pvf/75WV1fTobHr6+u6du1aAicGZeR508kxPVoR7ruf\n8XjcTyeAkEfJ97QIPJ5olRAARpDIunhwbozFMZ3e/YoAM7p6yQOOI5dKpZSQYyB34sQJra2tJVf0\n6OhoOiLM7ZsGtnSs+L3m6F7N7UnimCWlbDnLr2azmd6PsaSflPKMlNDU1JRe+tKXFj6r1Wqan59P\nn//Wb/2W3vnOd2pubk6NRkO//du/rQsXLui+++6TJL3hDW/Q+fPn9da3vlUf+MAHtLi4qD/4gz/Q\ngw8+eEOtnR9WLCh8npyFw97entbX11WtVtMmwagkiDbjAiCD0yUhHTK3BWnOrRavMnA/aY5H1wrR\nPk/jzrkN3YYXwM7OjhYWFjQzM6MXvOAFWl9f19LSUhJORLwuVEgUSMePH9f169fTGWKSklL/6le/\nmgLsx44d09zcnO6++26dP39e586d06tf/WotLy/r//2//6eVlZXkemJwlRYgETAtwZim6v5ub2+n\n1HS7YTlnFP5euL500HT2fEeh6O94dQX5wM8anfK9iNSNqmdnZ3X27FnNzs7qVa96laanp7W8vKwn\nnnhCn/3sZzUYDNLpBdVqVSdOnNCxY8c0Pj6uxx9/XJ1OR+vr62q329r4/+x9WYxkZ3n2U1Vd+9rL\n9DIzPZs9Htt4AxPGk8QBISeGOEQRvogQSnyBIgWZCEISRSRRMESKUXKBEilwk4RcJRZEAUUsUsAg\nCMQGY7Cxxx4vs/V4eq2qrurau7rr/Bf9P18/5+3TY4+XmemZ80qt7q46y7e+y/MuX63m/H/JZBKt\nVgtLS0totVoObqPQUf8Sc6AUXtTvaSUopKnCUYWx/qhSo3PE/cCxU81fravBYOAqkfA9wKa1phYN\n94X6aaxSZfettarYlkgkgnw+j+npaUSjUczNzaHf7zuo9uTJk6jX6z5hmc/nnVLA9ZxOp5FIJNxR\nF9yThPk4DkH14dTPx8R7tnt5eRnz8/NuPq9EAQS8BRUTPv/5zyMajeL+++9Hr9fDvffeiy984Qvu\n+1gshq9//ev46Ec/imPHjiGbzeKBBx7AZz/72Te7KRdFCsn0ej2kUim3uSiYisWiw9h1A+n9Vgjp\npgqCdgA44UZIQJ/NRaalSiwMB/irG9gNpozYPpdtJtNZXV11RwAMDw87aJJhoRaaINOPRqPOL5HP\n531QhI4N20fGH41G3Qmw586dQ7/fx969e7F3715MTEzg3e9+N5aWlvDEE09gaWnJaXMqVKi1Wggu\nCP5UTF8ZrS3FEmSNUsPkO0k6vsqg1Rms46X363ssY47FYhgbG8OBAwdw++23o1Qq+bRpzsXIyAgS\niQQymQyy2axPw49Go6jVamg0GiiXy24M+PxYLOYUDB1brl3ChdbvxvfzeQpTBvkdFHq0UJIVQLpW\naEHY+aBQtPeocqXrw/5WvwqZuKIaqhxaWE/nSv0+tkwOhbqOQavVQiwWcxbO+vo6ms2mU4a4Dq3C\naFGT7cZZoUyedRWk3FxJFPGu5NZtQysrKygWiy5E9c0kOqxzuZxzolMbfcc73oGzZ8/6FrvNnt6O\nFPe3ZXJ4sB4XKBeNVs9WQUV/jS3rrwyCjIEwHjVUfk7Nn/3TSthMSrzpppsQj8fdCa7NZhPlchmd\nTseFipKRW0dzLpfD7t27sbS0hJWVFZdLwrHQDa0Cmtr5rbfeigMHDuDgwYPIZrNotVp46qmncP78\n+S0woW7WIIYfBIdqFKA9K0hhS3v/hci+J0jQ2O9UEx8eHsbU1BTGx8dx6623YnR0FNPT04hEIlhe\nXsbzzz+P8+fP4+TJk05ZWl9fdz6e9fWNKgU8QI6h2tSuFU5VYWf9BNZSYDCK9S3audPETQuXWdiL\nwsu+2/ot9T0WSdDvrJKlNeG492ixKtxKwUgYlnvTBo1QSFFAUOmZnp5GJpNBq9VCuVx2QkgDYrQv\nqmQyWEBhWr6L40MBTMGt60eVQK5jtqvZbOKll15y+14DJ94M0uAHdT8AG/mihULhNT/rmq4dF0Rk\n5NzgxF41PBPYZFAajcX7dYEorq+fAZvaODeBNZd5vfo41LegTmLreNSFoYuPi1sXj/aJzK1cLuP8\n+fMolUrIZrNOUE5PT7sjxXnYGzU4wF9frd1u+7Qxfh9kTbC/jOg6fvw4FhYWUK/XsXv3bhw6dAh3\n3HEHDh48iFwuh8XFRZw9e9ZtQDsv2hZufGq6U1NT2L9/PxKJBObn53Hu3DksLS35hKQyB7ZNx1xJ\nfToAnIBLJpPO92EPctPkw/HxcZRKJbzvfe/DyMiIg5moWff7fTz99NP4wQ9+gGq16hIl2Vaeosv5\nU5+SQjoqWHgvP1MmzrYpbGytRL7P5nVpO8i4dW+o9X0hTT7of747KIFYFQdrtQS9S+eR865RqgrJ\nKlzOPcZ3tNttp2BplJxaeUHttKSWIgW/7hOOdZAyQ0GkY8sqFupPvVIpFEKGuHH1JFBaIadOnUKp\nVPL5RRT64KQTJlCHOa+3UJ1aEtxgtFB0UbEdal6rgAx6PjefQm9csCSbhErrYG1tDc899xyGhjYO\nSMtkMhgeHnZHOXieh2q1ilOnTrmTVhmswdIxw8PDLvxZmSHbppucbeN3tVoNtVoNZ86cwdDQEK6/\n/nq8/e1vx759+/DBD37QJ5grlQpqtRrW19eRyWTgeRt+mj179gRqz5rct7CwgHK5jNOnTyOdTqNY\nLCKfzyMajSKTySAW2zj9lSHs2WzWVRAA4Jz/Cu3Qt8ksekaM0olNC5jnRvHeeDzurMxTp07hxIkT\nOH36NFqtFqrVqq9ApcKqXD+6XqyA5xq1DFHDq8lc1aJRy4mWgq7HTCbj1iDnhHlEOqfWX6YKUBBj\ntlaSrm3LzBVm1X1l1xmfo+udxP3Etupa1VBqhSaBjUAARggqmkAFQ/upwoTChnudc2kj3nS+rQWq\nfVZFY3V1FZVKxfUrSNhfSRQKIUMqIHq9nnMy0lkI+GuOWW1HNW/7PNUYFZOnJaNwksIWwNYz55XJ\nBG1w1TqD4B+rVan2q5rhYLCRjEorcHFxEblcDtPT0ygUCpicnMTs7Czm5+cxOzvrtLl8Po/R0VEn\niOkvCsKog7BvEttw7tw5xONxNJtN3HHHHUilUq5KwOTkpBN4Og+2CjjhKTIpFmRltQw95kA1/HQ6\n7QTIyMiIr8aejhmtPmCDITGajs5qMiDri+h2u87X+OKLL2JpaQnHjx93p6IGKRIKcVkGo8xNLQO1\n0oPWznbWHte3wkGMrlPmaGE4a43YdbsdY7SQnyouHDMreNhPPfbEohPcgyqAVPByLq3AU6HGMSWM\nrcEn1uLgO21buSZt8IPuDbuXLcJigym0j2p5X+lWEBD6hAKJDIiMbnR01EWascIyBQkjvIBNbdJu\n5qBFFYlEnMasMJjtD7WqQqEAz/NckAQAV71Yi2/qYqXvx2pXvJabg89hu2kJEbOmhqiVjcfHxzEy\nMoLbbrsNxWLRafzVahVLS0sAgMOHDzsB9NOf/hSLi4uuT4xOs9ouN5cWk1WNORaLoVgsukz+kZER\nXHfddSiVSlhbW0OlUsHa2poLc61UKlhYWHDQoDJzznUymcTevXuRz+cxNDTk6ggyBFrHcHR0FNFo\nFFNTU0gmk85aowXjeZ4L5igWi44p6Jk3sVgMzWYTjUZjC4yqQQ46LipcaUlpdJhlvMr4+E4bjGIF\nAhmphYEU7uUzWS+N/SJjtRq7tThstBvXFYljoUyfbWE7VRiyf2pNEl3g9xQc9KVqsrP6jmiNBJ2M\nyrlLp9Nu7DmmrHiuVqIVIArDsh9W0OpYWejUCidNmJ+fn3dCjXld5XLZ7eM30xdEejN9QqEQ2obU\nsc9y9YRdstksRkZG3KInc2atMdW2rOWijJZ16oDNyt2cVM0cj8ViyOVyTrOno5lWGjeDbjoKUgYy\nWC1Qp10TFzVIgcl0utmt1ZJOp10/FFKIRCI4dOgQpqamkM1m0W63cfbsWbfJvf+PW9dqNZcQrAJc\nQ+IVsrzQXAVpjVabtRYY+8ENrZCIKgy83kJHykz4bPVPWKZvn6dkLVZaHLrRt3Ny6zriulP4R9+t\n8JnCZda/aUnHlszUWmJkkLTSVPBTgdE5se/UeVYLToNZLJzMebG+HM3Ro8ChtaRBBnbc+JyhoY3T\nYkdGRlAqlZDP5zEYDNyRCKwXxyAfLZvFZyiz1nnQYB5ep+vb1s7TMeM7qGQ2Gg03r6dPn0atVnP8\n5K0QQBynN0sIhXDcNsRJp0XARUmLhZCNhlbbnAlumu2gCP4oHh9ksWiSGjczoQANl1Vnsm4Cvlu1\nKxVGygi2EzraDz6fUJI6bfW6U6dOYWVlBSMjI1hdXcXCwoLzs0WjUYyOjgLYdMDr86mhcjPqBrZQ\npf5tNXxtj7Uw7DUWErnQ/VZD1evUmiBZ4aLtVMtV50yZObDJKNWSsNqyjofOnz5XGZpNprYCRZkN\n36VzwHXPd6iP1LaB7VJFzVoEqijoGOpY2XFVfyzfaS0RnScV5myDWlfcX0w1OHDggINg6f9kXUmi\nBRw7bZ++xyZAB6ETJIXaLDyoxH3DZ2ok5IXW+pVGoRDahnRzsOQMmQJL5ZdKpS2RbbqAgvBvqyWT\nmegzrPZErY3CT+tNqdAjBBG0udV3pc9XjZSWn2rIgD8C0J4Zoxq0Eq+ls39ubg6dTgeNRgPABpxB\nR7/CU3o2CvvLd6ug1I2v7eFvCmnrg1HIVJ9Jnw0rNCszU4agEBeJWe/8XCObLORo/YXWktGD7NhX\nKh5Wo1YtWudSn2shIPbDUpCFp855q5gE9c9q+mrN63oNUhT02dp+VjjXH4125HPUQuC6DBJYvE+t\nY7VIiK4kEgns378f+Xwe/X4fL7/8souY7fV6Dl3QgAwqgSpIbSULtlVhV7XmdGxUmKiVzPspcICN\nAIlqterQmJ3gCyKFQuhViBqGajzA5gmGCqnp90EwBYlMRTey1cb4mwuOm1qFlTIG1a51A/N4BAC+\n8+6VuQJbfRFkpgobMPTYnkipvzkOkUjEQQVjY2Ou1AyPAGefhoaGsG/fPpTLZcRisS0laFSbtoKU\nnyuWzmsUYqMWqrW71H8RjUbdO3V8gxiAwlAWIiMD0pppQQJPx8kqC0rKkDQa0/ZViVaB3h/ElPgs\nzYfRMdFAGbVw1NpWi1rnRpUg/lafCP9Xy94yWds3heB0fFRwKXEe+DewWb7H+j+BzTOteDJwKpVC\nMplEv9/H/Pw8qtWqU4i4F0kaBRdkceocqzWk86nWjlrSbGuQL0nnlNAgn2F9cVcyhULoAsTF0O/3\nsbKygmw265zNjITat2+fT2tV7DqIuXBx2FLwJLv59HnAVliHzEGFCD/jAlUHsDJnhWMUVqRmpgyI\nwpjaonVUKwMiRJDNZrF7924cOXLEvb/RaLgKwvPz8yiXy9i7dy9KpRJGRkbQ7/ddIioZxtrami+6\njMKUGefKeIHNjcpAD/aTbdUQbRKfqf3RStkcRzIfPoNtsJYj58hGYinz1eg21fD1PZZU0+Z82O9V\n4OlvFarqNwyyknX+uQaDhIIyXrvercBU68paiLRaNdpQBZkKGYVoqUBomoMyamuJcT1ZwUolKZPJ\nuLV94sQJ5xu1idEUPKpMWmhT+6drwgpjvdZaduyrVSKouFLZ4yGDauHtFAqF0GukwWAjxJcBAnTE\n8Rweu/gsNEJSjVoZXpD2rfkEvI7PsIJJNTBey2eoryoIBlHiJlXITzUv1Zz5mb5bfzNfodFo4NCh\nQ9i3bx9efPFFn9N0bW0N1WoVADA+Po5qteqYhWUmqi0SOhsaGnLhzdaqsIxI226hHH6nFZ35Yy1P\nJYXWdNz5v1pOfFeQJst7mOCq7QY2lRZrJatFqOOjEKRaZArJ2ev5mUJUFPoWjtO5t33kM6jUWFRA\nx44CUS0E/a1zT1I/KADfelVSS0vbS0WKikY8Hkc6nUYymXQnkHJvcy2q4gDA3a9zqT92fSipoFSL\n086hvYfP5h4lse7jTrSCgFAIvSqpeVyv190xBPF43IUET09PO404KIM/yEdkNSP1DQwGA7fxuWlU\n07NOekYgAf4seL2GQlQhIW0bE2GVMSosoPAAsJUZkVQ4snzM+fPncfvtt+Ptb387stksHn/8cRw/\nftyNmRZuBOCYl2rkmrtj4Rtaq+o/slp0kIBWwaB14VTTJqSpDEzvow/Jwk6cJ4VhtB3snwalaGkm\nMhtrZehaUdK1on21Fd65plUZUkFrS/vwHv7Nas92bajFrD+WIVoBpmuL86BCQ+eMbbKwtPaDocv5\nfN4dlkmrpdVquePKmedUrVaxvr5xQnCv10OtVvMx9Ehk8/hurk3bdt27FMqRSGSLYNTit1Q86Wu2\npH4rO9fMAeK8zc3NOfSBe2onUSiEXgOp36BaraJQKKBQKCAa3QhBrVQqGB4eDtx4NimU1+jCU4bA\nxaUL24YNW78Cv1fN2JbQV+akZ7mo1ca2WEGjgovvsWOj/WAb19Y2jkk4deoUXnrpJUxMTCCdTuO6\n665zkXNsfyQSQbVadbCIlvvhb1o8Ghav2L9WlNBgAY6Tjo8yTvaL17HfhBaDoA1bwZmCUilIANr2\n2P+DxlctYx1rDRhRLZpzp2Ojgkf/5rqyipOuM7USbfkh7aMKmO0YoVpUtj/aVtsvtoN9ooUTi8Vc\n5Fo8Hsfo6ChyuZxLmUgkEs63k06nXbUPChsedcAoTwbDAHDHYDA3SJUN+v2sgLA+Kh0f3Su8Vn8H\nkSo8hGlVADUaDVQqlR1rBQGhEHrNxEXV6/XQ6XSQy+XcguMZHlYLDbof2MqslfiZ1ehVMOjfFg7i\n5/whY+bn3NQadWXfb/FpazXYtlprST/joVpnz551Ya+sR8ezgnTDEiqx58/we0J5DGrQA+UU2rJa\nufbL9sEqCdoXYFOTtpCIjreFtew6sPCKQoUW71fGqwxKC4vqdSrQLJQTtCb1nRYK0rVHQR90hEnQ\nvNu1qQEAVqBYi5YMVLV/tbYpGBSKUis+Gt04YI8ldNrtNur1ukMtGFxEhKHZbLqQZo2YVIVN28Zg\nFqu02T2oioGdY16vECYtZl0Xdpz521p/vV4PKysrvoCSnUihEHqNxIXEMM10Ou0SKokh79u3z2cO\nW+iMn+nzrDZEK0YrBpC4WC0cpSHS/K1VFLh4deHz/QoRBFk4hDe4cagx2qidSCTiwlsVOqQQ+ulP\nf4qZmRnceeedGAwG2Lt3L5aXl31OZVpOhFM4joxE5DUW9mB7LcRpoUdtq2LxQSHeypSV6Wm0oM6r\nWlZ8l4Vf9F0quNTasuskSIAo7MhrrJUcZJWooNQxorJC/4gyZgCuFpy19DgO+rlq43y+MnZVrrSS\nObAZ7k0/lBVkelYOLaB0Ou2OHolGo6jX6+5gOMJqOh7bja3m3lFQqc9JkQauBY57ENxu/+d4MwCD\n5zhpTTodV/sM8h6+b21tzUXtUQDtRCsICIXQRREXLyNmuHFpJvMcoqDcAL1fN4Rq8cqclJHzN4UN\nN7IWSiWDYY7KdhBQkLWg7VDmxs/5TmWg1lpS5qvCgtcRbyd8VSqVXLkgvodwyGCwUfKGmnij0fAx\nOraVbdEsfIWutP1slwp/jpPOkTJxZahBsJq9VuEvkioIQT4OayFZiFDHR9eVheDYDwvH6ZyrJWwj\nJYeGhpDJZJxzXufPlk7S9ytZK4zXaVtU4FPgUJCppaHjx2ttUiyFECsH9Pt9l2umlou1uKzFA2wG\nCum60DWuQpTtUVjXrg0KCl7LPapHhlCw6zxqv3Ud631cCyz7xOvt2O8UCoXQRZBCBTwxkZbC2toa\nyuUySqWSOyce2AzbpPZKIoMFNiEGhX220750AwU5cC18wU2nVoCFllQQBoU601lsBQs3K3/bEihq\nqRF3bzQa2LNnDw4cOICFhQWcP38ey8vL7j1sQ6fTwcTEBPbt24fFxUU888wzW4Q4w2Z5sFhQzgvH\nzVpEFtIhWUal/VArIojhWgaq71aoTsdOfwB/ZW2dP50ba8kEQXtWK6bg0R8Vcqy3x5p7QRAnx9ha\nnSQbVq7wnO4dKksaTLBdMI/2SZUv7QP9O6wgoIoT3+N5nrNwmOdjIVdNNiVTt6kI9lwkBszQL6jj\nwuAlKkoAnKXF96glZJVRto97h/+vrKy4c722W3c7iUIhdJHEBcncoUwm4xZZu93G2toaxsfHtzjN\nFcJRUqsH8DMttXwA+DR+MjFlbrp4lXFZ+EeZFtukP5aowQU57zXngt9xjAip8L39fh+nTp1CKpXC\n7t27cfDgQUSjUcdAyIBZhaLVaiGTySCXyyGbzTo4gsJKn8ucGZv/wjFVZmr9IdpP3dD8zX6QsXje\nZoVqwrNq/ZE0mETbYmEcXVtso+aH2N/aPmrTKnQUZmPiJQ8aJGOk5aCRZrxHLUaFkHTudZ2o5cY2\n8XNdM/yta579svCuBn7o71hso4BtOp12RWsXFhbcvVrhXNtmLX7+ze/V58Xxo6DSOVULlsJKlcIg\nBUDbr2tM22SVDg0G0dqP/X4f58+fd5VHdLx3KoVC6HWQMnMGKQCbkEGv13Nl/ElBkI9l+lxoqhWR\n1L9gTXC1hOwGUGERpMHrcQcAHDwDbIajqtXEdluMXyEW/qYwUViHZxCRGZKha5/03WRGrHA9GAx8\neVoKReqY6Bk/mrRKrF+Fts6pjo2dGw0bZ0gsGbg6zG0odJBg5zOVkelcBvkKbPuCrDVNoozH40gm\nk05R4pyx7Izma+nzVEjqjypSdi0FwVK2bTqumj9EIaqCSpUnYNPK4r3JZBKDwcD5ftg2e3wHsBUS\n1+8simAhVr7TKi22/3yuCm9+HkS6z+2YKmmZLM6dHhmyky0gUiiEXgepEKrX666SdCqVwtraGur1\nOlZXV7Fr164t8IhuVl2slpnrYlfiNRaDtgvZOot1g+mRDJlMxpd9rUyazlp+z/8VClQmpvAi36tM\nhIEHs7OzmJqawtTUFNbX11Eul+F5ns8BXi6X0ev1kM1mXf927dqFTCaDQqGAwWCAarWKxcVFd96R\nwkSDwcBp/jreyhh1bG2QA+dEfwNwYeIcR443o8jYf1UGtF02ZB/AlkMQOTe2jQo18T5dC9YK5jpg\nfhiDSsjQgyA++jgp7AF/MmhQ+0l2rXKtcE3xnVQurCWrzyHcRoHPIsI8diMej2NmZgbLy8vodDou\nCk6Fum0b2xekJOjY2Xstw7cCjMLHWrb6Xt2DhOSUj2gFBYXqtFxYrVZzRYAJK+7UYASlUAi9TlLN\nu9Pp+Mq4U8NUzZn3KNMIsmS4mFUQqIBS4WQtKhVw9jqLf6dSKd8TIs1xAAAgAElEQVRm5G/bFmCT\nSXqe5zaQhSQs7EGy7WZ2d7lcxtjYGBKJBEqlkoui4xiSOTUaDXie50qSxONxVyY+mUwinU7jzJkz\nviRPjm2320UymXQ+Ost8LaykMBawleFSuHAsNG+E42r7bP9WxkOyFsNgsHmAItto85XIkDVHicxe\nrUMGexDKUWZIbZz95t/KZHXurBWmY8bx2Y75q+Wszn1VzpTZB70zEtnwS42Pj8PzPLz88suuT9sd\n8Mextv44fqdtoUVurT5V4Ega9Wr3p46B+mL5PxNleSy7HRMAzm+lgo/Hnth1s9MpFEKvk3Qz0/LR\ncObBYID5+XlMTEz4ImDUYc7nAJvmuYVcgK2aOTVEbgRqiUAwtq33kqjRU+Mi/q2atjJjZcA8KVSZ\nJUPAgxisQi3c3MwXSqVSKBaLWF5exo9+9COsrKw44Uth12633aF0rVYLkUgEmUwGd9xxB+LxOG68\n8UacPHkSs7OzLnuc8BjHaWhoyGn5KjDVd6IMRwNDrK9jOwapTI7fJRIJn1avlnGQlavXbCfEyMhY\nQooWJPus1gDXgD6Xc6vPtgLWKi3sL9cHx4tzH9QPDVDhOzSvS9eHQpMAfNFtKuTT6bSzEDqdjuuv\nVl+3OU1U6qjQKczM9uneUcGoAsuiFBTcVAC22786dprioJaMvpuKLf2tnreRXLu0tOTm1PofdzKF\nQugNEhcXM601eoYQkTpoge0xcmvZXMiPpN8H5aPwGvXxkGzJGD7XWk9aE0yFixWivFaFEJk7N5rC\njnSUR6NRFItFd0z4uXPn8Morr6Db7TqB3mq1nPOfG/f06dOu2vHExARGR0cxPT2NRCKBer2OSCTi\nIudoEdnyNQp96RiS1DfCPllhYC1MHRP+JsOjMNLnB5EyMZ0H/Zxjw8RM9lP9ZGw/+2jhXusnIek6\n4z2cf4U6LbymZMfFWgnaNraP40vlRq1ChbvI9MmkdaytpaZzxWcF9VXHI8iCtUqHrnk7pvoOfZf2\ne319sxJHUJt1rHkv0xu2gwx3MoVC6A0SF0a/30e5XEaxWESxWEQkEkGn08Hc3BwymYzTAG2kFjcX\nF6jNirdJdEFaYxDcE4ls4uoq4FSrt5ogN5aGslrtmX9bzRnYPIRNIQb1NwEbx0Ln83nU63X85Cc/\nQTS6cVR2sVjEwYMHMTU1hVarhVarhXq9jvn5eVdMkhpnt9tFrVZDpVJBPB7HwYMHcfPNN2N0dBRH\njhxBpVLB7OysezcrLJAoAJWoKXNc1E+hJY54wm4ul3NjzGv1RwMWFGLRJGKSVQrUQuO5SxZCikaj\nKJfLDmZkX21ys86Jrj+rVAQJVYWcVCBbpUpJLXBdo/oePpt7h4oANX9aNhwT3kPhs7S05CtHpYI2\nKMpP26Vt4DxYyMy2WZEAFUpcM1wHKkBpkel72A61/qzA4VHhbG+320W9XsfCwoJ7hh5JfjVQKITe\nBOLCY+UEMg4N2x4dHfWVereYs5rZ9nsAPge7hksDm5tGmQZ/FJpQRsINFQQ96OawjESDD1Rj5X38\nrVUQgE3tfd++fRgZGXFRcoQBU6kU9u/fj+HhYeezolNWGYDCM3z28ePHMTs7i3w+jwMHDmBkZMTB\nVI1GA61Wy+cTopVExsVncWyBDWbB+SIjGhkZweHDh5FOp3Ho0CGX8X/u3DlUKhUAcIrH8vKyK0vE\nMVEBo/4mnTNaHxQcZG5styY48l4g+Ehx9a2xT7wmKOJNyyAR9tP1FSS8KOhUMKnlvJ3zXNe8Vs2w\nRzwoXFoqlTA6OuosbL1G1wWfH+Sn1HHib4ViFa5VgWUtFrXu2U9FH6gYWFSB72NpKjsmWhuOkH6l\nUtkCcV5NFAqhN4HUCqHWrsl0jO4hfKLa4naQThAercmi1qegDBXwZ95bP5GW5g+KdiJjUOiPZOu1\n2dpuaqVZCCmVSmF4eBiZTAZzc3NO6wM2tLvZ2Vmsr687qIlRh5GI/4wdywz7/T6Wl5exsrKCSCTi\njg0vFotIJpMA4Mvn0faS1DdGgU9KpVIoFAp417ve5co1MR+FBSR7vR4mJiZQKpUAbCgNjGRi/zgu\ndu6o9VsIjJZQIpHwnarLMVbhESTI7Bqygkv7roydDFDhH/sMdaRb+FBzfOz9CunpWglirsz7ofU8\nOTmJdDqNarXqKmtYpUrboYKG77d9133Ce6zg1D1nk751Hdl79H1WiOnY8fkafEI4v1arubqUGnhz\nNVHEsxxoB9DKyopjMEEM/HIRNz9rn42Pj/vOH8lkMiiVSo4J2WgqAIFaLvMiyIz1CF9+rwmFgB9f\n1udxYzebTZ/2qCGqFn7QNtK3EYlEXHkU1e4pwJQxRCIRTExMYHp6GiMjI+h0Onj22WdRrVYd86d/\n6NChQ5iYmMChQ4dcXwaDgbOcms0mZmZmXLKlFSwUkqOjo7j++uvdOK+uruLFF190xWatP0GtUmr3\nIyMjKBaLOHz4MLLZLLLZLKrVKpaXl7G0tOSKZFI4Tk1NuTpmbB+wYcGUy2X3bjJ9ZdaMdlPmrpp8\nr9dz9yojjEajPniRa4N90DWl68WuE4WGNZIsaD0pXMznKczHtmnCbRCsZyP+GHBBvyEPkSyVSojF\nYlhZWXFhyrSeFC5jO20feY1CxErqU1ULjaTrWAUL1ztDpvm9Kp/snyoI+lyF5jSidnl5GYuLi6jV\nalss2iuBOI/styqk9XrdRbC+FgotoTeR1GJpt9vo9/s+RkAGoRCKwidKFq9Xv4GFRPgckm4aZWbq\nBOb/ypgsXKPt4CbW8Gz1EWm7Fc5j25jf43keOp2OD9fWDczad91uF+l0GiMjI0gmk7jxxhtx2223\nodfr4bHHHsPs7CxeeeUVtNttZ+VwnAeDASqVCvL5PEZGRtzzd+3ahXq9jlqt5mNa/J79ofZ94MAB\nFItFDA8Pu8z806dPu9wUC41VKhW0Wi2fxVsqlRyUxLpmHCcdH93MHBM+wyoLOjfc/EGnxeq6VAFi\nmSzXDJ+va8MKJf5OJpOBFhKfpXkvamlQcNh+0nfJgJOxsTFkMhnH6NPptLMK9MwjC23qXtIxVIGl\ngsHuP5bhUQsuyLekMDWrdahlbv0+QRYR28g51gCQarXqIkE5blcrhULoTSSFG7rdLpaWljA5OekC\nCjqdDpaXl131bRVG1vGpi1dxequBqMap7QgSbBZ+0s+DoAxuLAZHaB8JWagj2DqEySiSySSmp6eR\ny+Vw/vx5zM/Pu7pXwNbikaurq3j22WddkdjJyUnccccdmJiYQDwex+/+7u+6OmGNRgM/+tGP8IMf\n/MCV/6FWefLkSZw5cwa7du1CsVjE6Ogodu3a5SA0rTXGtsbjcRw5cgS5XA6lUgmDwcD5eV566SVX\nTFXHkky22Ww6xgHA+YxYYkYrrnOdJJNJl5ALwNVRoz9Jc3tUEVDBRHhVtXUyXp33C8G/ajlwfXCu\ngyI7qfXqOlLBQqava0LbzAAPhl3Tj5pOp52iUqlUfKHK7XbblbEB4Du6Qa0FizKo0NI5U0Gj7ec+\nVJ+kXhcEZ+qz9D0WGuReIkysFt3Q0BA6nQ5qtZpDCcgbrkYYjhQKobeAuBg7nY7L4eGm0Mxv1bRU\nyATh2fZvaoCEXTSgQfOSgM3MfhZz1JwZvtcW9FSGocxINVttl7ZbtWjCf4VCAalUCrVaDc1mc9uN\n1e120el0sLCw4HD/8+fP4/z5804QURjl83lks1n8+q//OjzPwzPPPIO5ubkt4cqLi4uoVquo1+vO\nIjt8+PAW7ZTQ1v79+xGLxbC0tIRWq4WlpSUsLCw45qdaLxknLV1lSBRw2WzW+ZB4jpJCmNlsFpFI\nBO122zf+OkY67qo5a4Kp/q/rRPsYJIBUqQmqHKHE59mgBV5/IStHKZVK+Q6f49rq9Xpot9toNpvO\n0uR4qvDmnqKCxver8OF42ChF9cuphaHK03ZwtoUiSXbM+T+VTVqqmUzGKSXtdhvnzp3z7dV2u+0E\nkLW4rlYKhdBbQGQI/X4fS0tLKBQKDtfudrtOiyRUFOQwVy2SnwH+MGlex4Pr6Lzk55oNT0ZAOEI1\nO6spq8XF/vA6C3fohlOokH+nUilMTEwgl8uhXC5jYWHBHeXNjUYNn6HtrVbLHTrGqgkLCwt4/vnn\nXamhQqGA9773vdizZw/27NmD+++/H/fddx9OnDiBZ555Bk8++aTPmuj3+5idnXVjymOed+/ejfHx\ncYyOjjrrbnZ2FisrK/jFL37hIFSOhda0o0C3AlurHVQqFaytrWHPnj0+GIzzznL89Aetr6/7SrUQ\nalJmC/gPuLMWdBDpeuKzydwY3aaWueZS6VqxFrEqHVwrCo2qhcx7KDwymQzW1tbcwWw8YluFhFbo\nsL4wChErFNgetYqtP8oKY1VIbJAPLbZEIoGRkREHsbKt3W4XmUzG7Z3R0VFn3Y6NjWEwGKDRaLiT\nXNfX15FKpfDMM8+g3W679/d6PZw9e9aVWVLl8GqmUAi9RcRNqb4hwnBkPoz6UZ+I1WSBrVWKFeqi\nhkhGaK0g5qbodfzcChrep/4F4vu8jsIsHo+7kGH1I0SjUXeYWCwWw9jYGIaHhzE7O4vFxUWfECbz\no0N6eHgYuVwOjUbDxzAICTIQot1uo1wuY2ZmBkNDQ7j++uvxnve8B+Pj47jhhhtw3XXX4dd+7dfw\n6KOPYmFhwefIBjYd/b1ezx2NrHOmjIowSZAWTCahYcrWedzv91Gv1zE0NIRcLuc7g4rKR6PRQKPR\ncInFqhRks1kHf3JMyCQZNaVt5HyxwCfXBJUVOs273a6PqXPdqWDVPCu7vqwipOtULSGF8xQSGww2\nEjC73a473E2FqJa34frTahAaLanrV1MOdA61fXy2HtZIpSKVSuHw4cMoFArI5XJIJpNOcNJSW1/f\nOD6i3W47K65UKqFYLPoQjWazibm5OTSbTZw7d87Bx4RbO52OD9588cUXXSmfa8ECIoVC6C0kxeZb\nrdaWRFDWgUokEm6DWrNetWz9m/8HYf/6fl6nZIUcGZuS+g+spQT464TphtfnDw0NOcGiG1bfQR8H\nC8C2Wi202+0tEJGtIk4Nd21tDadOncJgMMChQ4fwrne9C7lcDtPT07j//vuxsrKCF154AWfOnMHp\n06cd3KNQpLVClZHpOAb538ho7b0cd/okWF+Qhx4qM+U9GgKsyZc6zmo52qRbFYY6B6psWD+k9o9t\n0LJHr0XwBEFUavXpWPF+5s8xpUEhaWXCtCrVkrFw33bwmFUi1Ed34403Ynh42H2+urqKdDqNRCKB\niYkJB7ECQLlcdvBgrVZzBXbb7baz1CgseSRJu93G7Oys82MRgiWkSAsb2FAIG40Gms3mBaHQq5VC\nIfQWEjfu+vo66vW6yx9iBjxL0uzatWtLaRYytyA8OmiDW+bH92ukDxkemZVq/OrcVt+UCjKFX5T5\nKmSokXn5fB6ZTAae57k8HuvgpbafTqfRbrexuLjog+uATWeu+tWUMbbbbbz44os4deoUTpw4gT17\n9uDuu+9GoVDAnj17cPjwYdcHauAnT57E2bNn8bOf/QzNZtO900KRfL/e73me8w/RF6R+P/VH8HoK\nvmw2i0wmg3g87hgWhTOtVmspDQ0NIZvN+koA0VHPZ2igQJCwYLv0t1Va9Dq1IPiZwlRsQzqdxvXX\nX4+JiQmMj48jmUy647VXV1edJcB5pYJh0wzsWOt6su0JCjDQ5F5a4AcOHMDo6Cj27dvnLB+OM315\n9Xodnuc5H2Sv18Pc3BxisRjK5TIajQZeeeUVV6VB873UX0cFUy20oKANCl7Nlzp//jwqlYrbczYQ\n4mqnUAi9xURfDTV3WkTcEJ7nubBeVkQmqRDQjUgYTqPW7LUWZtNn6sbms1S7tNFf6my2zlqFDxUW\nJCRE2GF5edkxW8sc+f5ut+sTMAB8UBjgL7Oi11Fjn5ubQ7VaRbfbxfj4OKampnDgwAGk02kUi0XE\nYjEMDw/j9ttvx0033YSbb74ZlUoFJ06cQKVSQa1Wc8JS4S/CUkFWH/vMubYWLbCZrEpmODIygmaz\n6XwvfKa1xLTkDn9YAUJhMp0fy7StMAkSQkFWn2X2DCZIpVI4ePCgC6Gfnp5GOp0GsKEMMYiD+VRk\n7oxci0ajPkFsFStdX2pp6brm2mNO3t69e5HP551vkTUF1aLpdrtOEFYqFcRiMVcWir7KXq/n1hdD\n6jXq0lqEXHtsqyoqQftRA3wIedK60sjSa4nCZNVLRNxE8Xgc2WwWExMTzgdA7XdsbAzA1gKh1LKV\nyXme53Bs3SAWvtEjmcmAVAjZ8vUAfMxNlwffx/erpkoNkEybeTZDQ0OuBpzWcCOMkclkMD4+jlQq\nhUqlgoWFBfdetS70vdpfYKs/i5teS6kQGiwWi7jppptw4MABl4WvsJYGAGjmfLfbxdNPP43nnnsO\n9Xods7OzvnBrtSDZXi0ey/5kMhlks1lX9mdubg6Li4vodDrodDpbhLTOiz5Lf6vznwx7u6O4aVES\nPuJnuVwO6+vrTiFKp9PYu3ev8y0VCgWMj4+jUCg4v1+9XseZM2dw5swZtFotLC8vuznmWuWpuHv2\n7HEBGOPj4zhy5AiWlpZQrVZRLpeRz+fxtre9zfm5BoON0Ph8Pg/P81zwTa/XQ6FQcOhCIpFwvtbV\n1VUsLi66NUD/4/nz51Gr1TAzM+PQBysodA4tDB2kCFIx0fXFwCCtbMD1ay1WAFhcXMTS0hJWVlbc\n+ruSElIvRLrnqCSFyapXOCn+2+l00O12ff4hAO5EVloS1mJQq0CZHWEcQg2q7dqEyCC/hcJ2AAI1\nU/XfWMhANzQtlXQ6jUKh4I650E1O4vMp9BgpZmE4CkQVlsqsdTy0tI/d0HQUz8zMoFQqIZPJ4JZb\nbsH09DSmp6cd7KXQE5lLMpnEXXfdhVtuuQXtdhsnTpzA+fPn8cwzz6BarfpK77B9DEjRcSR8V6/X\nkc1mfQxWK01QuNvNbi0cCpxcLuei/UqlEqamplAqldy7GDSRzWad0KWQjMViLlJN+8GcnXK57KLY\nGLXIcHgm7qqPje2jr2/Xrl3Yu3cvBoMBMpkMhoeHkU6nnRVAJsxxY3UIPd6A9QAJZUciEZcjxJD/\nTqeD06dPY21t46gHVqmo1+tOAARZ4roeg9aoogaKPijpEfDcE2pNEo4lra1tnDLMsHzlA9cahZbQ\nJSYu4FQqhampKVfoFIArN8N6afY+xeQHg4ETCIxGs0yA96kFQ0HF84ToG9LoKtXk+DwyZHscgUZN\nUfsdGRlxPoLjx4+7SCIKO27mUqmEXbt2Yffu3Wg0Gnjuueecc1arf1uIQ0PBtQ8WQlKntvWTKDPn\n2KpGm0qlMD4+jlwuh8OHDyOfzzvGrlZZo9HAz3/+cxw/fhwvvPCCz9oL0qDj8bib51Kp5IQBo6lo\nEVlnPS2rdDqNqakpDA8PY9euXcjlcjh06BDi8bjv1FemB6ysrLi5PXfunBPkPBCPkWlk/IzmYxQi\nk0M53hoko2tMrS+O4djYGI4cOYLJyUk0Gg0XjEDBdO7cOczOzuLs2bMYDDZOwuVR5IyEJOMmFKhW\nN/1yCpfZg+AsZMb5YKSg+jftHtK9xn2r60thOH2ObQPHkrS+vo4zZ86gXC67+zVAZSfQm2kJhULo\nMhAXeDabRT6fx/DwsGOCDEtlEU7AX1JFtWoyF5toCmz6opSha00r1bYV2gM2YaigCB073vyfmHYy\nmcQtt9yCsbExrK6u4oc//KHvGAYm6UYiEWSzWYyPj2P//v1YWlrC8ePHHSbPMHFlCCoYtW3WR0WL\nzVpCKjSVQVn4UzeXjiurHycSCVx33XU4ePAgjhw5glgshmazibNnz6JcLuPpp59Gt9t19fn4bu0P\nT3xlxYB0Oo18Po+DBw8im806C3BlZQWtVstFcOVyOecXeuGFF1w9OuZCadIy36d9224e7fc6ZiS1\nqPmTSCRQLBYxNjaGu+66y+XLEE5bXl7G+vo6zp49i3q9jmq16luTzJ2h5aD19KxCpcxe10BQHzVt\nwLadApPv0rymoPWhfkEVTNZvZdtDeFOVElbr0KMZVGjtFArhuKuEGKhAhyoFCiOmUqmUW/hBAsFq\n9/YaDf0lY7Yard2sGtLL5ypUR6tD/Tb8n9ey/peecgpsjXwiMyIDVV+WCkg+l0RGotAHP7cJjZZZ\nsL3UfJWpqCbK9yp8yWu63S6ef/55V7vutttuQyaTweHDh7F//36MjY2h3W7jiSeecGf+8Jl8HgMw\nGOUWi8VQrVZRq9WcEOr3+2i1WluOnvC8jTwnwpd8rs5L0Hp5NeJYWN8HP0skEk54TkxMIJVK4Y47\n7sD09DTy+bw7foORkK+88gpefvllrK6uYmlpyQlLChtagBxb9k0VAEtW+bBrgs/hWldo2SobVIw4\ntrovrE/I7jX9TC0lnQuNguO8swCutmOnCaA3m0IhdBmITIKa68LCgjsMj87X5eVld/Q1yQoOKyys\n1WCZNSmIUStzVp8L32frk+kGJpOkVlwqlRCPx30MmBYEhSWfSYuFvgiOj2qubKsltfxoGRKbt34t\nFTDqa2LuCPutfbcRUSpsmXhYq9Vw/PhxjI6O4sYbb8TIyAhuueUWxONx3HnnnXjppZcwMzODX/zi\nF66ME+FLTSwmw+fJsLQUtE3bVTZIJpNOkSHMppFatE7q9bp7llYBiEQirrhssVjEyMiIC5ThMzOZ\nDPL5vIPc2P5ut4vTp0/j5MmTWFhYwMzMDF555RUXimytV665XC6HqakpdLtdF7QyGAwc5EsBRSuC\n46E+T7WKVMBzLHmvCghgM0yanym6YH/rd7SGrCBU4aV7m5UvPM9zgRvz8/Nurdqzk65VCoXQZSLV\ngJhnks1mHUTATaKfWe2MpFYQ/9YqBzb6TbX+oOKn1mfCe2gFqXNX4Qs6swuFAlZWVnzla6xQYf+I\noesmZnu1n8pQiKGTETEqic9jW9kuFVY6ZhaLp2AkbKnRZeyf9fesrq5iYWHBhYWPjY3h4MGDGB8f\nR7FYxHXXXefywFjlQUPRX22NaB/1SG8yu1gs5o7JiMVi2LVrFzKZDHK5nLNC8/m8K3rKwJhMJoNk\nMuk7i4iWGS1wVToIJXH+FhYW0Gw2sbCwgBMnTrgjLdSfpdYun01YOJfLYWJiAo1GA8vLy8660/Wp\nwlbXuCpNKqR1zIIgOl1jdh9xrrk2lDQalP8H+W/4mUYIAptBCNVqdQt6EFIohC4rqVZNDW9iYsIx\nQZrvLACqlpBuNNXWqGVp6RVq0LxWISqbDa9RTups5XstQybkEIlE3BlKDOFlRQgrLPgM+k1YRUCv\nVfiNf9sMf9Wu9XO2WZmKhTStBqvvYN/V16YJs6qhM+qs1+vhueeeQzQaxc9+9jMXlvzOd74Tk5OT\n+K3f+i3nj2MZlyeffBK1Ws1V3k4mkxgZGXFO+MFgI7GWzLlQKGBkZMTNGX1Uu3fvRj6fBwBXBaDT\n6eDEiRPo9/vuCAwKiEql4grKMsGSia96zhSjzhhlpoqF+p50DK2VRv+eVong+CcSCYyNjWFpacmt\nSwbGkImr1UrFinOr+0DXqH7Otc9gB5ZZsoLI+gj1M7X+2UdaW6qQsd20gCKRiMtJmpub88F2OyUU\n+1JQKIQuM6lGxJNBWbeKzIRQRaFQ2OIsD9o8hG5s8itDc7VOl4WraIUERQGp1cB3MdkwkUhgz549\nmJiYwOLiIk6fPo1Op+OYBRm3bnwKr5GREQBwiYO6Wa2lwnu3g+kURlSt2MIltm/6nfrJ2BZ1mnN8\naDn1ej0fLNRoNFxu1HPPPYdsNuuOLr/llluQzWZx9OhR3H333VhbW8Py8jJ6vZ47ypkJlUwAZcIk\nfStkdLVazTFue0AcLRvP8/Dd7353y3jYcVNIi+PKH/3O3qsKBsdHI8m0goCuz1qthkqlglKphJGR\nEaTTaaysrLiEUc3lWV9f94VA68nAuo6C5lePSSAEycolXC8619r+oH7rGOl7GCKu+6PdbuPll192\n0as7MQruUlAohK4AUoHAoobpdNppgYQqVldXHVa+HRzH53Gx0xFMjFyhhCBGTm2fzIXPAzY3tCUK\nIR5Dff78eSwvL28pk79dgIXF+BVKJKnGqSWHiNUTplPtVd+tGz/IT6aRhKrpqvVJq0EZnQZq2HNr\nBoOBEx6rq6vIZrMOsrv11ltdFXUeabC+vu7OLGo0Gr61oRFUGs3Fa+x6sBbvdmOu82uZrYW19B5V\nUiggbHIux8A+m22vVqtYW1tzhUKZB8RK07p+NLhFI9VocalvU+E7nUsqZfrcoDWpMCgtPavoqYDW\nwBrtNyFa7XcIwW2lUAhdIURmw5Bbz/Pc8caRSMQt5mQyiVKp5GM0QZqV4ufcLNTwmF0ObK18zL+5\nubmx+BwLjdExns1m0e/3sbi4iJmZGaysrDihp9oy38OQcCbaMlyd0JMmxVoGrwe9cQxUcPI6FSAc\nYyvI2F91aCsMqdANLTsdJ1oghNM4Nvzh2NVqNdRqNczNzWFoaAg//OEPMT4+7vq5urqKarW6peK3\nWqXKCHU82eZodDOXKxqNuqMsrHWjTJbvV1hNI8s4nrxfrWeO23ZQr1UEdK2vr69jfn4e1WoVu3fv\nRi6Xw/79+x0kuLy87KIFOZZcBwC2JK5yrILgLrZPn2EhbAvdWquQZGE0BmeoYGu1Wm6u+f7QAtqe\nQiF0BZFqjUzuzGazjsGS+Xa7XXf+jDJSC5OoVs7NpUUcVdNVrY//8157mBihNRVW8XjcafxaIUHb\nooyVzIDHMqiDmZvWMgOOjf2Mn6sVZKES1UYtzMKx0/Gk0FYIJijQweZTaSkcfq9tpE+M2fL061Cg\nBUE9+jyFAll9nc+mBa1Qk75f267+Gn6nuWOcY2stKWSloetsG39TgKs1qWuBgoiVDZhPw4AKRoYy\nctIGO3C81PLh84N8gFQqgtaSjp9a4Sq0bRAJ20I/kM4vhfkRU4IAACAASURBVKf1Y4UUTKEQusKI\nDJHwWySykdTJ5K/V1VXU63Ukk0nnI7ImvjIthSh4v/p4LKnWvV30ljLroaEhTE5OYnh4GL1ez5VI\n4QYkDs92WSbQ7XYxMzPjnOTKkKmpK+NV64ykfdXxsAEcCqFp5Jv1L/CZeoaPtl8jvZQRk9Hp0QG8\nl05xZVicY4ZMJxIJlEol9Ho9nxUTi8VcVBzv1blWoUtYiOHvKjxV8WCIsLWIg871UaLg037rvUGw\nqyo6JFUYeIxBu912FSlKpRKy2SwOHDiAtbU1nD59GnNzc76EUj1PiZa1FUJqyVp/mIUk2W/tsyoe\ndp8R7ma/aMGx/qGG/oe0PYVC6Aok1c5pEaVSKVchghYRc29IurkUtwY2Nz2hmgsxMm0DGbUycovv\n8ywgwhJBkUpK1t9EjVgZAN+tMKCFylSY6nlDQWOpf6uFYLVhPj+ozfyt7YlE/Kd7qvVmnd0WpuKz\nOB60Ynhwmib6cr4pTHTeaHnoutHn8n3KXC3UZseMZC2/oHWi1+pve6211PU+z/NcYm40GkWz2UQ2\nm8XevXsRjUZ9dQg1Qk/fxaCbIP+LzoWFNbmerAWr/iCFKgH4zsbi/bVaDcvLyz4I/EJ+uZA2KBRC\nVyhxIdNHtL6+jl27dvmqIy8vLyMej6NYLDqLQRkpsHWzM8yU/1ufDX00duPoZ9ygsVgMxWIRe/bs\nQTwex8zMjBOavMdq0voetk3DvBl4QfiFkWfaD3VOq0/E+mG034Bf21WoxVpnKqT0XhXuyoCUwel7\nGaqrgkkThTke+jfrydFC4CmzZHr8jsoI36mfUUPXxNVYLObgPk2CVYVCfUO2vxS4+iz2w0KdQXAY\nr1VhbMeM/hVgw68yNDTkTiAeGRnB5OSk2wu9Xs/5HfVIcI6JrbChFijHkb5BtZaJFFhrkEoO16Qe\n+95oNJw/T+d4J5bjuRwUCqErmFSTajab8DwPmUzGMSpgEz4pFAouBNv6dsgICR14nuc2iPpDFL5S\nbRrYPPXThmknEgk0Gg20Wi3Mz8+j0+n4LAMyBdWmrYXEjctK0P1+34UtE5Lkz/r6RtkcQjBkJOoT\nU6bIdpIBUsjaz6zWzHeR6ZKRqcDguzSvS+dOmTetNQtNEZbjOKVSKZdsGolsBCzQSiT8pAnGqtVz\nnhSC1VI/mgNlowVt33UNcF2pgFFFxo43P9f2cc1Z+Ivzx3v0h8EaQ0NDWFlZcZU4pqen4XkeKpUK\nWq0WlpaWXE6ajRy065jv5lxSmOp3GpJPSDkej6PZbLpACba/Xq/j1KlTvnVu11NIF6ZQCF3hpFoj\nta9UKuXLamceCf0QFg5RxqcYt03o5Hu4QVWYkfg8Mrl0Ou3aRn+E3fD2f1ovqokPBgN3jk0+n8dg\nMHCMBfCfy6KQXySyUdLf9pP3sA9kxpo/pYJNma/ez99DQ0M+eIwCJoiZqwLAPvP9Oqc2aosOeI7D\nYDBwuULMNVGho4JOBQxJA0F0nG07rACx2rv1a1Cg6bVqVVu6ECTHdcZnqRWlMCMtZR4Pwdpz0WjU\nnetkn6PvsHCc7aO1tOmPJPJQq9WcgsUxYaVyWphWAQzptVEohHYAkXkoA06lUhgbG3MMkod1FQoF\nVw8tSEMFsMUK0vcAW/NMFEbhBhsaGkImk0GhUEC1WvVtRvWXWAe+MgcriBgCTSe9Zp9ns1n0ej3H\nQNV6oAAOwuAVblTfSL/fd7+tr4btI+PTZwQlw+rf1qrQckN8p43W4/0Uut1uF6VSCQDcfBKC0qgz\nHUtaY0HrhXOpoe38UV+WhSf5v0JZKjhVkG9HQdCctcT42WAw2FI9XWFRnjvE6NB0Oo1odKO23cTE\nhG+NMs+KFekLhYITVMxPYt/UKmObeeDi6uoqzpw546sk4XkeFhcXUalU3NEjVqkL6bVTKIR2CClz\nILNvt9vIZDKOmbMuGGE7ktUGlQnx2YTQgnB8YGvJnGh0MzmRkV+8Xx28WjJIN70Nl6XAaTQartYY\nkwAJ5dDfwT6wTaurqz7YicySf1OY8H18hi1ZxDZa4az90WAJ/aFgILzH+1Tw8TeFAseF80chQ0Uj\nEom4U0N51LS2gfXgrKWr7w2CooKCF3Su7XjoOlFrLwha5DUXsq6UmfN+bW+QJaRzORhsJAGz+ngs\ntnEoHxUjroVer+f8kgyeoSDS9UorVIUthXqtVttynlKn03GljLT9oQB6fXRRQuihhx7CZz7zGd9n\nR44cwYkTJwBsaHB/8id/gkceeQS9Xg/33nsvvvCFL2BiYsJdPzMzg49+9KP43ve+h1wuhwceeAAP\nP/zwlkKaIW0lZTDr6+tYWlpymh6FDi2i9fV1pNNpF1Krmp71GfG3ZRxWKKn/qFgsIp1Oo9lsupwX\ntXZ0UxIGU0uF1xIyI/NdWFhwJ4F2u11nHRF2U5iENckIjdjIJoWgAD9D1bG0gQqqpUciEZ+1pBYc\n3xH0XmDT4lRBoP2noNEfrW+WTqcxPDwMYGNvMfpQ6++xLRT2bJdGe1kfjwoetdysgLUQHOCvmmEh\nuCDBrL5BK3RUuNn1yd82z4Z/s14fc51oFReLReTzeXesfLfbdYVj9fBDFoO1ByKyXh5r7PFdnudh\ndXUVr7zyCprNpkuqttZ0SBdPF8353/a2t+E73/nO5gNEePzxH/8xvvGNb+ArX/kKisUiPvaxj+GD\nH/wgfvSjHwHY2KT33XcfJicn8X//93+Ym5vD7//+7yMej+Nv//Zv34TuXP2ki52Lv9lsOnycVoTW\nbaO2SFKGq5/x+cq8FBLh57YOlw1XVabE30FMJ0iTJoMlQyWz7vV6vtptDEqgsLIOecscrXZv26cW\nSpAPge+1eTQKwdh3ci6ArQqEhbz4N/vcaDTQ7/dRLBZ9VpYqENquIF+LEsdEx5vEcVMBqn9rG3Vs\n+Q6FflWoa+SZWn18Pv/WmoJagseuHRWKQbk8RAf4t+ZmaVAEAOfrUaiVFhKrnGuSdrfbRaPRcBF5\nFlkI6fXTRQshJidaqtfr+Jd/+Rf8+7//O9773vcCAL70pS/hpptuwuOPP4677roL//M//4PnnnsO\n3/nOdzAxMYE77rgDf/M3f4M///M/x0MPPeTLeVFiQUPSysrKxTb7qiJl4IwkW19fd2e+xGIxN2br\n6+suAVAhBd3UCj/pRuW1ZBLR6EaZfwq8breLer2+pZwNiQKM8Ib1mViGx3cNBgN3dg0hD8InFEAa\n6RaNRl1oOBmqnl1kKz4rfq/3qCBWZm8rQCtpThQFhZYY0koH/E3rSsfBtotHPSwvLyOfz6NQKKDd\nbqPVarlEVrZLKydwrqw1qtURrAKgfi/2yUKJFwo8CJp3q9To+Ot12lZeo7/1Wo2iszAqITMeJ0E4\nTs8OshYnP7PzSUib7+GpuQxM0XEKKyG8cdp60Mqr0EsvvYTdu3fj0KFD+PCHP4yZmRkAwJNPPol+\nv4977rnHXXvjjTdi3759eOyxxwAAjz32GG699VYfPHfvvfdiZWUFx48f3/adDz/8sDv0rVgsYnp6\n+mKbfVUSN3W/30e9XsfS0hKWl5ddCRTP23B2l8tlVCoVHzxEpqQaspIyYjJgZrKPjIygVCo5hzk3\nKyPPgmAtwm3KiCxTUtyf9eQ07HxlZcU5iGmRxeNx5PN5ZDIZV/TVWhua6KoaOX8oIPVvwM9MNf9I\nmaD1keh4qSauEJKtRKGJkZrvtb6+Ud6nXC4jHo9jamoKk5OTSKVSTrhpHxVqo0Bjuzn26nNSQWmt\nZbU+NPJMhZa+X7/TsVNhyPbw/QzB13G064afUaHQNaN+QH3+YDBwuUVMXWAFCf1bQ/UpwCjMALgQ\n8VOnTjlFS3OAQgH05tBFWUJHjx7Fv/3bv+HIkSOYm5vDZz7zGdx999149tlnMT8/78qOKE1MTGB+\nfh7ARql+FUD8nt9tR5/61KfwyU9+0v2/srISCqL/T9wwZCqtVssxcQCuPAt9F0xgtMxCNVZubgs9\naQQVs9sVSlEmr9qt1Yb1c/3NfmjSoTIeMq9ms4l+v+8i6JQ5sD82T8RCQkHauYXt+FmQX0LHXyPG\n7H1qKSnpmFpIyDJsogD0d1QqFZ8gsXUAt/O1BDFNLQjKdvNeqyBY/6AdJx0rO47bzfmFrGP+b/1L\n+r4g3xXvoa/I+jb5Tn2XHkTHn0qlgpWVFQflKUQc0ptHFyWE3v/+97u/b7vtNhw9ehT79+/Hl7/8\nZZfP8FZQMpl0FYpD2koWOmA+QyqVQqlUcjkug8FGZE8ul3NHPlv/Av0YFs7RUGseU81jCgiVcI7U\n56OO+CDBpMxFnek8FkKZKJmA+rtojXW7XRdJxoAGRs3RmuI7VJjqGKpGzWu0ferXCYKbLDxjITjr\nl7PJrRbaI2zneR6WlpZQKpWQTqdRKpVc3TcbTKDwlvpTNGlWfToUZgozsX38zZ9kMhmYj2PhXPVt\nqXCzvsEgoa/r2frs2HZLFOQcC/pzisUiBoOBrw4fFRa2j/5EVXqWl5dRr9ddCR6+U/PTQnrz6KLh\nOKVSqYQbbrgBL7/8siupUavVfNcsLCw4H9Lk5CQWFha2fM/vQnr9pIyfgqLdbjuBRI15dXUVrVZr\nS10ywF+KX3/IFDOZjDsWWq0fdSZr5JaSasrKlAmR0FGsvgs+X4WQChNqrxphp4EJ1rfDnCrLDBX+\n0vHcDqq0/eL1FpLTMdBnWW1ahX1QXweDjbwXQnmElPR+O85qYalw1fdbaNGSzpX1nQT5cuwzrLVn\n/W7a3yCyFp0dY9sWG+mXTCZdyLYlWpkqWCiwlpaWsLKy4ntHmAP01tEbEkLNZhMnT57E1NQU7rzz\nTsTjcTz66KPu+xdeeAEzMzM4duwYAODYsWN45plnsLi46K759re/jUKhgJtvvvmNNCUk+Oue8Tjm\nxcVFn5+IAorl5hXbVqGjG51nt2SzWWfxUpAB8OHkynj4nfW1UNDwMwpHap2DwcBVVSaDUY2azIx9\nZJ0xPp8BGkzaZf/YDoauK3NSYaoCgFaE/UkkEg7atKRM2/otON5BUWbb+VM4Z4uLi2i1WhgeHsbw\n8LAv0kx9YBq8oXla+r/+trlcCmlx7DWUWeFMJQ0sodLDNadrQAM2gqwvOwZ8dpBQ0jHWeeMx6jrW\nvIeKGBU0jm+5XMbp06fRbDZdmHw0GnVzFiSoQ3rjdFFw3J/+6Z/iAx/4APbv34/Z2Vl8+tOfRiwW\nw4c+9CEUi0V85CMfwSc/+UnnEPyjP/ojHDt2DHfddRcA4Dd+4zdw88034/d+7/fwd3/3d5ifn8df\n/dVf4cEHHwzhtjeRFM7gRksmk8jlcq7kD7CxUfv9vnPuk7moL4gbmEyb9brI2DUQwVoFhD5UoFmo\nhVCIMmDCilqc0lovZGye57lzedgWwoma9NrpdFyFZj0wT2uHsV02QkuTGC0TVpjS+mCArbXztoMC\ng6LCVLunj2IwGGB0dBSlUslXuZx5UhQ+ajVYRq5wn8JYen2Q5cNxJ9kQZfZNw/WthWdhQxXWNnRd\noT4NqlDliO/V59Gf2Wg0nLLD6uR6fIXnbRwl0mw23dHyCvmpUhXSW0cXJYReeeUVfOhDH0KlUsGu\nXbvwq7/6q3j88cexa9cuAMDnP/95RKNR3H///b5kVVIsFsPXv/51fPSjH8WxY8eQzWbxwAMP4LOf\n/eyb26uQfAxbQ6wJX6nPgQydpVAsPMOILZ5zwwrX9n1KqsUDwVn1gL8AplojFmIKgsVUMFHwsK2M\nutpOMKpQ0O9UY7b+I0av8d1WMOpYWCZOhm2tHOs0t/4SFSgUmowaLBQKvogwzhXHVfuiY61tVMGk\nwSjafo6DPabDwmIaIGL7onNvPwu6lu/Yzm/E91nSNtG6pkVGpUvXTLlcdtUo7LoMBdCloYi3A23M\nlZUVFItFd75OSBcmjb5iaZNiseggJfUhsJK1WgyFQsExIUamkTHRyavvse8GsIX5kcmrFs0AFNVE\nmXzINiqzIsNVxzotNlpEJAvLlUolDAabR0ZQiMVim0ceaKQamZbCfqp9q0DS8Wa79LwjFTxW6PF6\nO25M1k0kErjhhhuQSqVQLpddWD77RgVDrTUVomrNaYFXW3FBBYrNs7FWHH/bsPGgIBBrNakCou/m\nelR/jd4ftB5UWHue58a83W47a5HzWKlU3FEZKnxobYV0YbJWM6FmYCNnlIdwvhYKa+VcA6SaMDPC\nWRtL80MYeRaJbERC8bRTFQpBEULKACwDtQ5r1cCVcZIpKXxjYbwgq4MMVftow7WZF6LlVWxUmQpp\n3k/YhsIhCMLSz7VNloI0eh0nhbAU8mOSrkZ0ra6uIpfLIZ/Pu1p7yoD5HK1mYn0sQHCVbT0aXOFF\nO/ZB8xMURag/QbAtSeFAOyYW5tSINQvt8RoKHY6Xzle9Xke1WvUdp87nhtFvl55CIXQNkGUC9CMQ\nJ08kEsjlco4Z9ft9509Jp9NuY/NcG2DTyc3rNJkT2ISfFEZT60KZCpm/Wkj2uAbLwAD4LBsW86RG\npsJwbW3NCaLBYOAc00FlWzgeANxvjolaMITAKCi0rxYGJexpoUhlgDZyTC1M+lloGTSbTWQyGWSz\nWZRKJXS7XRcookVZrbVh5yGIqfN/tSgUluKYqLVg+2uDBLR/Qb4mFWS8RsP1Oc8W2tX1oSHmnEct\nljsYDFCr1bCysuLOBOKzPM/bIpBCunQUCqFriJQ5kcEQqiAcRmKEGnN1aDlZyyQo7Jb3WyGipD4g\nOtPVv6GauLaf9xJW4XNtAq5CMnye9SHRx2Pxf34XdPid7au1xDgm1sdhHfQKO9HyYptVOPOZaoWt\nr29UG+C5OgzK0DEnc1dBoNaYCgqFv9QqthaIhdX0Gp3TCwkcfYZVRvQdQZCtXT+WqCzQ98PnsxJC\npVJBp9PZEjhhrfWQLi2FQugaJG46wm+sMxePx10i69DQkIsoW11ddWHa1IQVolOLRCnoeG+FTdLp\ntPMDMaxcmURQlrxaCGqNWCiH2q1qyBQWTGQF/NF9vJ/wIC0qCgB14pNBKuMm7BMklLXvJMvQVVjq\n5/qeaDTqEpIVQstmsw46JWzK85eC/FhcByrwKUQsXKpwo1pHuo44btpuK6D4XB1LFc4UiDoG+l4N\nJrHjyz7Tx0drqNvtYn5+3mclqoAL4bfLT6EQukbJYvXUrldXV9Fut130FRkLIZ9cLucO/OL9tvSL\nZRKq/VJwaHJqNBp1goHf0zpS57haTox4IjOx2rQyWj6Hp86qs1vfQabIfhByCiqAqsJRhaWGEGt7\nSDYM2YY8W78LP+eJohSinU4HJ0+edO8uFAo+i7Jer/sEgQoXGxDAdge9W+eRAk1LIqkQ5nOD3mXf\np0EbVtDr/Kkgs6HYas2r32dtbQ21Wg3lctl9rhQ0RyFdPgqF0DVOFhphGR5qnppXBMCVOaFPyGbu\nq6XzajAHYTEVgBYeoVCyvgNl3tbvYasRqF8ACNbsgwILFI7T6B8r+Cyz1bGwEYN6bdB48H0aGRaJ\nRLb4zNRiUDgwkUhgMNioFsBinBoAos+wYfNBviO2Ocj6UKGixPFVOM2Gi+s4B8GP1oJin1V4BEFv\ntH6q1arrv7UsQwF0ZVEohELawjzJdBigQKiHyZGsBh2NRpHNZt1hcyRlLqodK+l3ZCTMUtdoOYVM\nNDBAtWP9rYyT/zPhVXNB1OfkeZ47+sEKOGATnqN/SQUMfTH0q6kPigmk1umv/d+OyFgZ/EHIUsPH\nKRQTiQTa7TYA+AJMeI2F1dTaUMe/CkCF1HSd6LX6W8fSKgFqOar/S4UP22UDWTgntMA8b7NIr4Zc\nE8qtVCoOelMFIox8u3IpFEIh+UiZNxkhNXEAyGazPjir2+26723UkvoPlLHx+da3A/h9B/odNXeN\n+GLb1MFuNW0VSjaPRQUBGbK2W8dEoTj+bQWsXmP7b8vU2KoLFpoLctrr52o1AZvnLbG2HH8oICmQ\nrCC3gsMGBqjVYGEynacgK5BjakP2bSFXaynqnFkrRkOv+RktH8KUQYIztH6uXAqFUEhbyAoiMi9q\nm/F4HNls1gUJ0CpiTTZq44SJgmApVrZWpq73qOaswsT6Fmyb+be+TyE92z8+m0dFa9g2fR9aoBXw\n5+DQeuNnGjgRj8fdOzUnh8/QKDIVcCpkaKFFIhGfxUhmznsZcq55Xfyf1qRaB9bKZJuDQq/5+fr6\nuq/+m4Vyg3w5Cn/ZseBnFqJUS41zxwAaYNNK5AF/9XrdV4pH1+6F4OCQrgwKhVBI25KNZOKx4QoD\nsaCp523mHxGm0hI3JIXPEonEBeEd6+tRQaNOautrUIHB/63T3PpA1PrZLoQ3iKGpn8lGjClTtpaa\n1cy3g0T5DPo/1KlOoa21/ghdDQYDV/mC0CrnTYWttYRsyLhaoWyb/R00NkEWlbY7aH6CxoOCl6kC\n/KzX62F5edlFb9r3bRfaHdKVR6EQCumCxA1tHdo8qyedTiOXy7k8IoZ7x2IxpFIpd9qpMjG1ZKix\nMnnWkjIXFWCqjQc5vXmv5r/wWTwMj6Rn6lgoSZ9lf9Ofsl3UHNvK3xTk7DctJQsh8tlqWdlqFdon\ntSZrtRo6nQ7GxsZcte9UKgXP81zJJQotnRdaDSzrFIvFXBAKA0bYfm2zFbQKwWkUnYU3gwIaKKz4\nTvX7sIRTp9PxVX+31ldo/ew8CoVQSK+JFFsnVEUNm2WAGMCQTCZ9UW+xWMzlHqlfxmq/FHAWwtMf\nYGvdsCBBpOX99ZA+ZWzAJjMnQw/S+u3JpZFIxAUk8Dq1ohTSs0dQqFWgz1WLjM9nuwaDgS8KzEKU\n1q/S7/fRbDadn47HgcdiMQdfqdWk7aKTX8eX0ZFsm/rrgiA3QmPaJlvtwColnrcRak3hQmHEQJha\nrYZGo+HardaTVuwIaedRKIRCuiiymrvNpdFjxXm9fpdKpVytMw15VmYEYIt2bf0KJP3OksJuyjDp\n47LQkzJNy9i3Y3C2vfo+2weOgTJMtbxU+KolpONDS0PfZ9tD2FSLkgJw1RWsQqFQHpk/I/NsH62l\nRgGgwRlatUH9U/ocjVBkiR31d/EznvvDs4E4njrOYcHRnU2hEArpdZFGiPE3GS8ZIM8vok8jEok4\nB3oqlXIwnvU9qTVkHfB8N+B3aitkyO/4zu0iroBNK2doaMhZSEFh1NouwH/WDN9NhqsHudm+2QKh\nAHzWId/L0GyFxYDNcjvaTpIKHEYtqs9I4T9NwNVnsm8kjj3HVi07bauOB+dD28i2UfjQgqYQUciN\nyaarq6u+sHq2ge8KI96uDgqFUEhviLbT+hm9RObH7/TkzcFgsCW4QRmXWkfWUlKGze9VeF0oSVI1\nf8BfbijIGlIrxUKIFia0/o+gdnIsVKhay0aFq4WarMVov7PzwjkgLKeHEgbdy/bZ7/WZmijL+dZ2\nUtiQVADp2T6EANfXN0435THmnU7HF5xhLbUQert6KBRCIb1hInNVvwj9RvQv8ChsBioMDQ1hdXUV\n0ehGLTSW1QG21qDTsGa+zzJ8hYPUv6K/bYAEySZX8jn0e6mQU2jNBi/Y9qq1aIWMFgrle7QN/J/R\niLSslCFbqE6FrgYSMNmV4d65XM4xfhtUQcuUz9EwbmAzgEGDENQ/pn3lszW4gffTX0j/Va/XQ7vd\n3jJX6scLLZ+rk0IhFNKbRtaRTyiNGnAkEkGz2XTOcgYr8Pp2u+3Ox6HvSCt7k3Fbn8B24cMaPab3\nW6sEgA8m08guPi8oQMJCQja6jv4XfZcGSAQJUEJwFAb0jVBAqKWo1hyJ/VVLhIECnA/P85BKpVzo\nM9tu4U6SHh5ow6sV2tNxoJBh6Rz19RB24xHuWiiWfeT1odVz9VMohEJ6SygIViNjVH+BWkf0X6h2\nzgTJZDLpnrMdBVk5QVYI/1Z4iUmnGvZtmTKvs5Fu2xHfHRRFZ9ur+UY88daGQ1/oHfo/iQKHFggA\nZw3xu+3eoWNtYVK2XcdH+6i+HlowFKYsVNtqtbaEiqvlZQuqhnT1UiiEQnrLyDIVMj+bM0PrJ5PJ\nIJlM+sKrCefxaGtaSVr92vpU1JegFggpCLKzZwLptba+mhV2fI9WReB1+h4+i6RWixVULOjKJE31\nc+m7FboD/OHkarHpXDBKTuvcaU06O176DoUrPc9zwQOcY/XxsA8UOox+A+Dmk9czmTaE3K49CoVQ\nSJeEFJaidcAQYvVN9Pt9nxMd2NS0yWBZGFSFkfpElClbbV4ZdFCwgQoPGxaubbfQHOAPxQ76W8sY\nqV/J/g4KSFAIUiPOOD5B/2uftO3afit8g6xNawVxLlR4qBBiZQeWeVIBo9Ua2EdNhg3p2qNQCIV0\nSUkZqYZHk8na0jLJZNLnIwLgyrSQmbEqAAWTBhColaG+IPuZTYK0kJ7m5rAffD4tJbUW+Ey1Qvi9\n1mAD4Hs3vwc2w8CtFaftsj4iheD0OvVF8SA/+mAA+ISC9Z1RSaBlptaOFhRlYinhOK1ooBYwhZQG\nPIR07VIohEK6bERmrRASGaRGVjFQgFAdr9HvePorywmlUilftN12TJmkEJ62zUJbaploAMCFrAi2\nQf1NanHZe8n4+R62mf9bC82+z/pu1N8CwGdlKYRoQ8Y5/lqFm5CaCiEKH56Ka0sL6Ts1RD+kkIBQ\nCIV0BZAmfTJsm2Vr+H2z2USj0UAkEnE+DVpJWguu3W77Qofp6Of1yhhV09e2BDHy7cgWD+X1GkpN\noRcUzMDv1fKj1aHW2nZBF3wfheh2Y6v/0/+jFRHYLkavaSUC9pFHhlPwqBUEbFqvTIrV47ZDqyek\n7SgUQiFdUaQOdGCToasQIYO0AkeDFmgVkdRyoeCigNLIvEQiERj2rPCatlUFzHahy+r3UkuJocma\nOGoDBXg//WBAsNW2HQX5iZiTQ2iM48kfXs95oMChANJ+27BqrXIQWjshvRYKhVBIVzQpRER/Bc/M\n0TBj+h8IyzHMmYxSBQgZJQAXJUaridYVmajm2ygMkZDl4QAADB9JREFUppq9MnqFz6xgslF7NoQ9\niGmr38mSjVSzQlB9b4TTKOBssqr6fngPr9Nj11XwsM02ETUUPiFdDIVCKKQdQRQ21Mg1vJmCQ+uS\n8bhrWlG0emgJqUN+uyg33qsJpOrUp3CgcLHPUhiNFCQoVHBZ39B2fh8VjFr4U0vhaA4QBY21NDXK\nzfps2Bb2m0J1fX0d7XY7hNlCelMoFEIh7UhSZqq5LzxMTzVzWj08AVaZKi0gCgIrNLSkjkbJ8R59\nFgVhUPj2duHgShRaGuhgrRS1/DRwQGE0FSL8jH1hBKIKK72HEXYatchnMADBwpIhhfRGKBRCIe14\nokOdJWjIzCmQVDgQjmI5GfXpqOWjTJj/W2tJyX7/amShulcjtYiscOHfCrlRwFiYTYWTWmoqcCjY\nWUQ0LJ0T0ltJoRAK6aojZby9Xs/BaTycTcPA1aLQcHGF+3i9WkIa6KAC6EKRdCT1Hb0eQaRBEpqz\nE2TZWEhPfTo2r0mrW4e+nZAuFYVCKKSrlshECT91u10A8AkZRtyp9WPhMCZoWv+HFTwWhguC5bRd\nVmAp47dBB/a7ICFhLTqbYMtnaU5PmLMT0uWmUAiFdM2RjRyzpHCe+o3UerDVDhTaU2HBqD1bFSES\nifjgMn23Db1WaDDIr6RCyYZV26i5kEK60igUQiGFZMhGkJHpa90zFQoMn9ZTSPVZ9EV5nhd4nESQ\nEFILxSarahABBameChtaNiHtJAqFUEghvQqRqWsU2uuhiwlcCAVJSNcKhUIopJAuEYWCJaSQttKr\nh/KEFFJIIYUU0ltEoRAKKaSQQgrpslEohEIKKaSQQrpsFAqhkEIKKaSQLhuFQiikkEIKKaTLRjs6\nOu5i63WFFFJIIYX0xkmPH3mjldR3tBCyh4SFFFJIIYX01lM0GsXq6qqvRNXrpVAIhRRSSCGFdFHE\nElRaiur10o4WQnrEcUghhRRSSJeGWB6KpxvH4/HXXU1kRwuh0CcUUkghhXTpSQUPD2J8vbQjhRDL\nn/AQs5BCCimkkC4tbWf5XGx5qh0Zol2pVC53E0IKKaSQQgqgRqNxUdfvSEtoZGQEADAzM4NisXiZ\nW3PpaWVlBdPT0zh37hwKhcLlbs4lpbDv12bfgWu7/zuh757nodFoYPfu3Rd1344UQozGKBaLV+yE\nXAoqFArXbP/Dvl+bfQeu7f5f6X1/PUbBjoTjQgoppJBCujooFEIhhRRSSCFdNoo99NBDD13uRrwe\nisVieM973oOhoR2JKL5hupb7H/b92uw7cG33/2rte8QLj3sMKaSQQgrpMlEIx4UUUkghhXTZKBRC\nIYUUUkghXTYKhVBIIYUUUkiXjUIhFFJIIYUU0mWjUAiFFFJIIYV02WhHCqF/+qd/woEDB5BKpXD0\n6FH85Cc/udxNesP0gx/8AB/4wAewe/duRCIRfO1rX/N973ke/vqv/xpTU1NIp9O455578NJLL/mu\nqVar+PCHP4xCoYBSqYSPfOQjaDabl7Ibr4sefvhh/NIv/RLy+TzGx8fxO7/zO3jhhRd813S7XTz4\n4IMYHR1FLpfD/fffj4WFBd81MzMzuO+++5DJZDA+Po4/+7M/e93l5S8VffGLX8Rtt93mMuGPHTuG\nb33rW+77q7XfQfS5z30OkUgEn/jEJ9xnV3P/H3roIXcSAH9uvPFG9/3V3HcfeTuMHnnkES+RSHj/\n+q//6h0/ftz7gz/4A69UKnkLCwuXu2lviL75zW96f/mXf+n913/9lwfA++pXv+r7/nOf+5xXLBa9\nr33ta97TTz/t/fZv/7Z38OBBr9PpuGve9773ebfffrv3+OOPe//7v//rXX/99d6HPvShS92Vi6Z7\n773X+9KXvuQ9++yz3lNPPeX95m/+prdv3z6v2Wy6a/7wD//Qm56e9h599FHvpz/9qXfXXXd5v/zL\nv+y+X1tb82655Rbvnnvu8X7+85973/zmN72xsTHvU5/61OXo0mum//7v//a+8Y1veC+++KL3wgsv\neH/xF3/hxeNx79lnn/U87+rtt6Wf/OQn3oEDB7zbbrvN+/jHP+4+v5r7/+lPf9p729ve5s3Nzbmf\npaUl9/3V3HelHSeE3vWud3kPPvig+399fd3bvXu39/DDD1/GVr25ZIXQYDDwJicnvb//+793n9Vq\nNS+ZTHr/8R//4Xme5z333HMeAO+JJ55w13zrW9/yIpGId/78+UvX+DeBFhcXPQDe97//fc/zNvoa\nj8e9r3zlK+6a559/3gPgPfbYY57nbQjxaDTqzc/Pu2u++MUveoVCwev1epe2A2+QhoeHvX/+53++\nZvrdaDS8w4cPe9/+9re9d7/73U4IXe39//SnP+3dfvvtgd9d7X1X2lFw3OrqKp588kncc8897rNo\nNIp77rkHjz322GVs2VtLp0+fxvz8vK/fxWIRR48edf1+7LHHUCqV8M53vtNdc8899yAajeLHP/7x\nJW/zG6F6vQ5gs1r6k08+iX6/7+v/jTfeiH379vn6f+utt2JiYsJdc++992JlZQXHjx+/hK1//bS+\nvo5HHnkErVYLx44du2b6/eCDD+K+++7z9RO4Nub9pZdewu7du3Ho0CF8+MMfxszMDIBro++kHVX/\noVwuY3193TfoADAxMYETJ05cpla99TQ/Pw8Agf3md/Pz8xgfH/d9PzQ0hJGREXfNTqDBYIBPfOIT\n+JVf+RXccsstADb6lkgkUCqVfNfa/geND7+7kumZZ57BsWPH0O12kcvl8NWvfhU333wznnrqqau6\n3wDwyCOP4Gc/+xmeeOKJLd9d7fN+9OhR/Nu//RuOHDmCubk5fOYzn8Hdd9+NZ5999qrvu9KOEkIh\nXf304IMP4tlnn8UPf/jDy92US0ZHjhzBU089hXq9jv/8z//EAw88gO9///uXu1lvOZ07dw4f//jH\n8e1vfxupVOpyN+eS0/vf/37392233YajR49i//79+PKXv4x0On0ZW3ZpaUfBcWNjY4jFYlsiRBYW\nFjA5OXmZWvXWE/t2oX5PTk5icXHR9/3a2hqq1eqOGZuPfexj+PrXv47vfe972Lt3r/t8cnISq6ur\nqNVqvutt/4PGh99dyZRIJHD99dfjzjvvxMMPP4zbb78d//AP/3DV9/vJJ5/E4uIi3vGOd2BoaAhD\nQ0P4/ve/j3/8x3/E0NAQJiYmrur+WyqVSrjhhhvw8ssvX/Vzr7SjhFAikcCdd96JRx991H02GAzw\n6KOP4tixY5exZW8tHTx4EJOTk75+r6ys4Mc//rHr97Fjx1Cr1fDkk0+6a7773e9iMBjg6NGjl7zN\nF0Oe5+FjH/vY/2vv/l2SiQMwgH8dPDFEDRQRwXBwaYtCcD4JnMRJxEFqCHV1celfaPEPqNEt3CLB\nH2CQIJx4IAjFaUsQNBlFCD3vEO/h9dYQ70vf1+P5wIHwPQ4fbngGH1Ccn5+LdrstYrGY5Xx3d1c4\nnU5L/ul0Ku7u7iz5dV23FHGr1RJer1dsb2//TJB/5O3tTby+vto+t6qqQtd1MRqNzGtvb08UCgXz\ns53zf/T09CRub29FOBy2/bu3kL2M+K5GowGXy4WzszNMJhMcHR3B7/dbFiLraLFYQNM0aJoGIQRO\nTk6gaRrm8zmA94m23+9Hs9nEeDxGJpP5dKK9s7ODwWCAfr+PeDy+FhPtcrkMn8+Hbrdrmas+Pz+b\n95RKJUSjUbTbbQyHQySTSSSTSfP891x1f38fo9EIFxcXCAaD//1ctVarodfrwTAMjMdj1Go1OBwO\nXF5eArBv7q+sruMAe+evVqvodrswDANXV1dIpVIIBAJ4eHgAYO/sq9auhACgXq8jGo1CURQkEglc\nX1/L/kp/rdPpQAjxx1UsFgG8z7SPj48RCoXgcrmgqiqm06nlGY+Pj8jn8/B4PPB6vTg4OMBisZCQ\n5ns+yy2EwOnpqXnPy8sLKpUKNjc3sbGxgWw2i/v7e8tzZrMZ0uk03G43AoEAqtUqlsvlD6f5nsPD\nQ2xtbUFRFASDQaiqahYQYN/cX/lYQnbOn8vlEA6HoSgKIpEIcrkcbm5uzHM7Z1/F/xMiIiJp1uo3\nISIisheWEBERScMSIiIiaVhCREQkDUuIiIikYQkREZE0LCEiIpKGJURERNKwhIiISBqWEBERScMS\nIiIiaX4B5v+1euPa3HUAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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Z8QF5QISANJJoAYVZJ7B6y/kZ7fvttKMsZxliGeVPoPsB4mMWwvuEnnrqKbr44otp0qRJ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\n2vj/LEsKtvjTA1kAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "metadata": {
        "id": "whdtnKaFhXRb",
        "colab_type": "code",
        "outputId": "7671c264-77cf-495d-e428-245d9490ae6c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 435
        }
      },
      "cell_type": "code",
      "source": [
        "# Apply thresholding to convert to binary\n",
        "O = (out >= .135) * 1\n",
        "plt.imshow(O, cmap='gray')\n",
        "plt.show()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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KuNnphs2jsXCyetE77stXdXdtsoctIQe8WsGrTcePB5NSuBUu13IXwLkD/hTnhf7YElLE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\ngg==\n",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "metadata": {
        "id": "jvPdPwZdEZU4",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}