Kaggle Carvana Image Masking Challenge.ipynb

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    "colab": {
      "name": "Untitled8.ipynb",
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "TPU"
  },
  "cells": [
    {
      "cell_type": "code",
      "metadata": {
        "id": "ikh-0zfDVrKM",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 224
        },
        "outputId": "842bf445-01be-46a4-9150-c656246616fa"
      },
      "source": [
        "! pip install kaggle\n"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: kaggle in /usr/local/lib/python3.6/dist-packages (1.5.6)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.6/dist-packages (from kaggle) (2.21.0)\n",
            "Requirement already satisfied: python-dateutil in /usr/local/lib/python3.6/dist-packages (from kaggle) (2.6.1)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.6/dist-packages (from kaggle) (4.28.1)\n",
            "Requirement already satisfied: six>=1.10 in /usr/local/lib/python3.6/dist-packages (from kaggle) (1.12.0)\n",
            "Requirement already satisfied: urllib3<1.25,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from kaggle) (1.24.3)\n",
            "Requirement already satisfied: certifi in /usr/local/lib/python3.6/dist-packages (from kaggle) (2019.11.28)\n",
            "Requirement already satisfied: python-slugify in /usr/local/lib/python3.6/dist-packages (from kaggle) (4.0.0)\n",
            "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests->kaggle) (3.0.4)\n",
            "Requirement already satisfied: idna<2.9,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests->kaggle) (2.8)\n",
            "Requirement already satisfied: text-unidecode>=1.3 in /usr/local/lib/python3.6/dist-packages (from python-slugify->kaggle) (1.3)\n"
          ],
          "name": "stdout"
        }
      ]
    },
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      "cell_type": "code",
      "metadata": {
        "id": "WpERyJfvWo3X",
        "colab_type": "code",
        "colab": {
          "resources": {
            "http://localhost:8080/nbextensions/google.colab/files.js": {
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              "ok": true,
              "headers": [
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                  "content-type",
                  "application/javascript"
                ]
              ],
              "status": 200,
              "status_text": ""
            }
          },
          "base_uri": "https://localhost:8080/",
          "height": 74
        },
        "outputId": "6f2dc3ca-4a65-47c4-df46-c0f7824ffd14"
      },
      "source": [
        "import os\n",
        "\n",
        "# Upload the API token.\n",
        "def get_kaggle_credentials():\n",
        "  token_dir = os.path.join(os.path.expanduser(\"~\"),\".kaggle\")\n",
        "  token_file = os.path.join(token_dir, \"kaggle.json\")\n",
        "  if not os.path.isdir(token_dir):\n",
        "    os.mkdir(token_dir)\n",
        "  try:\n",
        "    with open(token_file,'r') as f:\n",
        "      pass\n",
        "  except IOError as no_file:\n",
        "    try:\n",
        "      from google.colab import files\n",
        "    except ImportError:\n",
        "      raise no_file\n",
        "    \n",
        "    uploaded = files.upload()\n",
        "    \n",
        "    if \"kaggle.json\" not in uploaded:\n",
        "      raise ValueError(\"You need an API key! see: \"\n",
        "                       \"https://github.com/Kaggle/kaggle-api#api-credentials\")\n",
        "    with open(token_file, \"wb\") as f:\n",
        "      f.write(uploaded[\"kaggle.json\"])\n",
        "    os.chmod(token_file, 600)\n",
        "\n",
        "get_kaggle_credentials()\n"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "\n",
              "     <input type=\"file\" id=\"files-44a1ac7f-8c39-4fc9-a80e-685833ec9d53\" name=\"files[]\" multiple disabled />\n",
              "     <output id=\"result-44a1ac7f-8c39-4fc9-a80e-685833ec9d53\">\n",
              "      Upload widget is only available when the cell has been executed in the\n",
              "      current browser session. Please rerun this cell to enable.\n",
              "      </output>\n",
              "      <script src=\"/nbextensions/google.colab/files.js\"></script> "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "stream",
          "text": [
            "Saving kaggle.json to kaggle.json\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "id": "ODNLPGHKKgr-",
        "colab": {}
      },
      "source": [
        "import os\n",
        "import glob\n",
        "import zipfile\n",
        "import functools\n",
        "\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import matplotlib as mpl\n",
        "mpl.rcParams['axes.grid'] = False\n",
        "mpl.rcParams['figure.figsize'] = (12,12)\n",
        "\n",
        "from sklearn.model_selection import train_test_split\n",
        "import matplotlib.image as mpimg\n",
        "import pandas as pd\n",
        "from PIL import Image\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gX90dSCkYoR3",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import kaggle\n",
        "competition_name = 'carvana-image-masking-challenge'\n",
        "# Download data from Kaggle and unzip the files of interest. \n",
        "from zipfile import ZipFile\n",
        "\n",
        "def load_data_from_zip(competition, file):\n",
        "  with zipfile.ZipFile(os.path.join(competition, file), \"r\") as zip_ref:\n",
        "    unzipped_file = zip_ref.namelist()[0]\n",
        "    zip_ref.extractall(competition)\n",
        "\n",
        "def get_data(competition):\n",
        "    kaggle.api.competition_download_files(competition, competition)\n",
        "    load_data_from_zip(competition+ 'train.zip')\n",
        "    load_data_from_zip(competition+ 'train_masks.zip')\n",
        "    load_data_from_zip(competition+'train_masks.csv.zip')\n",
        "    \n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oFkdF357ax6_",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "vv='/content/'\n",
        "get_data(vv)\n",
        "\n",
        "img_dir = os.path.join(competition_name, \"train\")\n",
        "label_dir = os.path.join(competition_name, \"train_masks\")"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "h_W5_BkM6GXP",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 187
        },
        "outputId": "505184f7-b283-40e6-ceba-b32097d4fa09"
      },
      "source": [
        "path='/carvana-image-masking-challenge/carvana-image-masking-challenge.zip'\n",
        "!unzip /content/carvana-image-masking-challenge/carvana-image-masking-challenge.zip\n"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Archive:  /content/carvana-image-masking-challenge/carvana-image-masking-challenge.zip\n",
            "  inflating: 29bb3ece3180_11.jpg     \n",
            "  inflating: metadata.csv.zip        \n",
            "  inflating: sample_submission.csv.zip  \n",
            "  inflating: test.zip                \n",
            "  inflating: test_hq.zip             \n",
            "  inflating: train.zip               \n",
            "  inflating: train_hq.zip            \n",
            "  inflating: train_masks.csv.zip     \n",
            "  inflating: train_masks.zip         \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Oaf8Ois286mC",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "616624b5-f61d-4ec8-8143-e300f6725a3d"
      },
      "source": [
        "!unzip /content/train.zip\n",
        "!unzip /content/train_masks.zip\n",
        "!unzip /content/train_masks.csv.zip\n"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
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            "Archive:  /content/train_masks.zip\n",
            "   creating: train_masks/\n",
            "  inflating: train_masks/00087a6bd4dc_01_mask.gif  \n",
            " extracting: train_masks/00087a6bd4dc_02_mask.gif  \n",
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            "  inflating: train_masks/02159e548029_05_mask.gif  \n",
            " extracting: train_masks/02159e548029_06_mask.gif  \n",
            " extracting: train_masks/02159e548029_07_mask.gif  \n",
            " extracting: train_masks/02159e548029_08_mask.gif  \n",
            "  inflating: train_masks/02159e548029_09_mask.gif  \n",
            " extracting: train_masks/02159e548029_10_mask.gif  \n",
            " extracting: train_masks/02159e548029_11_mask.gif  \n",
            " extracting: train_masks/02159e548029_12_mask.gif  \n",
            "  inflating: train_masks/02159e548029_13_mask.gif  \n",
            " extracting: train_masks/02159e548029_14_mask.gif  \n",
            " extracting: train_masks/02159e548029_15_mask.gif  \n",
            " extracting: train_masks/02159e548029_16_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_01_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_02_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_03_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_04_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_05_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_06_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_07_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_08_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_09_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_10_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_11_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_12_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_13_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_14_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_15_mask.gif  \n",
            " extracting: train_masks/03a857ce842d_16_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_01_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_02_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_03_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_04_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_05_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_06_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_07_mask.gif  \n",
            " extracting: train_masks/0495dcf27283_08_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_09_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_10_mask.gif  \n",
            " extracting: train_masks/0495dcf27283_11_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_12_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_13_mask.gif  \n",
            "  inflating: train_masks/0495dcf27283_14_mask.gif  \n",
            " extracting: train_masks/0495dcf27283_15_mask.gif  \n",
            " extracting: train_masks/0495dcf27283_16_mask.gif  \n",
            "  inflating: train_masks/04bd942b463b_01_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_02_mask.gif  \n",
            "  inflating: train_masks/04bd942b463b_03_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_04_mask.gif  \n",
            "  inflating: train_masks/04bd942b463b_05_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_06_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_07_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_08_mask.gif  \n",
            "  inflating: train_masks/04bd942b463b_09_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_10_mask.gif  \n",
            "  inflating: train_masks/04bd942b463b_11_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_12_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_13_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_14_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_15_mask.gif  \n",
            " extracting: train_masks/04bd942b463b_16_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_01_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_02_mask.gif  \n",
            " extracting: train_masks/0789bed99cb8_03_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_04_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_05_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_06_mask.gif  \n",
            " extracting: train_masks/0789bed99cb8_07_mask.gif  \n",
            " extracting: train_masks/0789bed99cb8_08_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_09_mask.gif  \n",
            " extracting: train_masks/0789bed99cb8_10_mask.gif  \n",
            " extracting: train_masks/0789bed99cb8_11_mask.gif  \n",
            " extracting: train_masks/0789bed99cb8_12_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_13_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_14_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_15_mask.gif  \n",
            "  inflating: train_masks/0789bed99cb8_16_mask.gif  \n",
            " extracting: train_masks/0795e132d090_01_mask.gif  \n",
            " extracting: train_masks/0795e132d090_02_mask.gif  \n",
            " extracting: train_masks/0795e132d090_03_mask.gif  \n",
            " extracting: train_masks/0795e132d090_04_mask.gif  \n",
            " extracting: train_masks/0795e132d090_05_mask.gif  \n",
            " extracting: train_masks/0795e132d090_06_mask.gif  \n",
            " extracting: train_masks/0795e132d090_07_mask.gif  \n",
            " extracting: train_masks/0795e132d090_08_mask.gif  \n",
            " extracting: train_masks/0795e132d090_09_mask.gif  \n",
            " extracting: train_masks/0795e132d090_10_mask.gif  \n",
            " extracting: train_masks/0795e132d090_11_mask.gif  \n",
            " extracting: train_masks/0795e132d090_12_mask.gif  \n",
            " extracting: train_masks/0795e132d090_13_mask.gif  \n",
            " extracting: train_masks/0795e132d090_14_mask.gif  \n",
            " extracting: train_masks/0795e132d090_15_mask.gif  \n",
            " extracting: train_masks/0795e132d090_16_mask.gif  \n",
            "  inflating: train_masks/08a646be6b30_01_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_02_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_03_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_04_mask.gif  \n",
            "  inflating: train_masks/08a646be6b30_05_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_06_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_07_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_08_mask.gif  \n",
            "  inflating: train_masks/08a646be6b30_09_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_10_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_11_mask.gif  \n",
            "  inflating: train_masks/08a646be6b30_12_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_13_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_14_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_15_mask.gif  \n",
            " extracting: train_masks/08a646be6b30_16_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_01_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_02_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_03_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_04_mask.gif  \n",
            "  inflating: train_masks/0cdf5b5d0ce1_05_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_06_mask.gif  \n",
            "  inflating: train_masks/0cdf5b5d0ce1_07_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_08_mask.gif  \n",
            "  inflating: train_masks/0cdf5b5d0ce1_09_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_10_mask.gif  \n",
            "  inflating: train_masks/0cdf5b5d0ce1_11_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_12_mask.gif  \n",
            "  inflating: train_masks/0cdf5b5d0ce1_13_mask.gif  \n",
            "  inflating: train_masks/0cdf5b5d0ce1_14_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_15_mask.gif  \n",
            " extracting: train_masks/0cdf5b5d0ce1_16_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_01_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_02_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_03_mask.gif  \n",
            "  inflating: train_masks/0ce66b539f52_04_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_05_mask.gif  \n",
            "  inflating: train_masks/0ce66b539f52_06_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_07_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_08_mask.gif  \n",
            "  inflating: train_masks/0ce66b539f52_09_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_10_mask.gif  \n",
            "  inflating: train_masks/0ce66b539f52_11_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_12_mask.gif  \n",
            "  inflating: train_masks/0ce66b539f52_13_mask.gif  \n",
            "  inflating: train_masks/0ce66b539f52_14_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_15_mask.gif  \n",
            " extracting: train_masks/0ce66b539f52_16_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_01_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_02_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_03_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_04_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_05_mask.gif  \n",
            "  inflating: train_masks/0d1a9caf4350_06_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_07_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_08_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_09_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_10_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_11_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_12_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_13_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_14_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_15_mask.gif  \n",
            " extracting: train_masks/0d1a9caf4350_16_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_01_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_02_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_03_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_04_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_05_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_06_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_07_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_08_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_09_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_10_mask.gif  \n",
            "  inflating: train_masks/0d3adbbc9a8b_11_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_12_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_13_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_14_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_15_mask.gif  \n",
            " extracting: train_masks/0d3adbbc9a8b_16_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_01_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_02_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_03_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_04_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_05_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_06_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_07_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_08_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_09_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_10_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_11_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_12_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_13_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_14_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_15_mask.gif  \n",
            " extracting: train_masks/0d53224da2b7_16_mask.gif  \n",
            " extracting: train_masks/0de66245f268_01_mask.gif  \n",
            " extracting: train_masks/0de66245f268_02_mask.gif  \n",
            " extracting: train_masks/0de66245f268_03_mask.gif  \n",
            " extracting: train_masks/0de66245f268_04_mask.gif  \n",
            "  inflating: train_masks/0de66245f268_05_mask.gif  \n",
            "  inflating: train_masks/0de66245f268_06_mask.gif  \n",
            " extracting: train_masks/0de66245f268_07_mask.gif  \n",
            " extracting: train_masks/0de66245f268_08_mask.gif  \n",
            " extracting: train_masks/0de66245f268_09_mask.gif  \n",
            " extracting: train_masks/0de66245f268_10_mask.gif  \n",
            " extracting: train_masks/0de66245f268_11_mask.gif  \n",
            "  inflating: train_masks/0de66245f268_12_mask.gif  \n",
            " extracting: train_masks/0de66245f268_13_mask.gif  \n",
            " extracting: train_masks/0de66245f268_14_mask.gif  \n",
            " extracting: train_masks/0de66245f268_15_mask.gif  \n",
            " extracting: train_masks/0de66245f268_16_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_01_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_02_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_03_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_04_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_05_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_06_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_07_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_08_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_09_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_10_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_11_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_12_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_13_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_14_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_15_mask.gif  \n",
            " extracting: train_masks/0ed6904e1004_16_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_01_mask.gif  \n",
            "  inflating: train_masks/0ee135a3cccc_02_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_03_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_04_mask.gif  \n",
            "  inflating: train_masks/0ee135a3cccc_05_mask.gif  \n",
            "  inflating: train_masks/0ee135a3cccc_06_mask.gif  \n",
            "  inflating: train_masks/0ee135a3cccc_07_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_08_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_09_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_10_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_11_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_12_mask.gif  \n",
            "  inflating: train_masks/0ee135a3cccc_13_mask.gif  \n",
            "  inflating: train_masks/0ee135a3cccc_14_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_15_mask.gif  \n",
            " extracting: train_masks/0ee135a3cccc_16_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_01_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_02_mask.gif  \n",
            "  inflating: train_masks/0eeaf1ff136d_03_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_04_mask.gif  \n",
            "  inflating: train_masks/0eeaf1ff136d_05_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_06_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_07_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_08_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_09_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_10_mask.gif  \n",
            "  inflating: train_masks/0eeaf1ff136d_11_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_12_mask.gif  \n",
            "  inflating: train_masks/0eeaf1ff136d_13_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_14_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_15_mask.gif  \n",
            " extracting: train_masks/0eeaf1ff136d_16_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_01_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_02_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_03_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_04_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_05_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_06_mask.gif  \n",
            "  inflating: train_masks/11acc40dc0ea_07_mask.gif  \n",
            "  inflating: train_masks/11acc40dc0ea_08_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_09_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_10_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_11_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_12_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_13_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_14_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_15_mask.gif  \n",
            " extracting: train_masks/11acc40dc0ea_16_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_01_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_02_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_03_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_04_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_05_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_06_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_07_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_08_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_09_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_10_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_11_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_12_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_13_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_14_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_15_mask.gif  \n",
            "  inflating: train_masks/11f3dc041cfb_16_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_01_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_02_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_03_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_04_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_05_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_06_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_07_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_08_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_09_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_10_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_11_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_12_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_13_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_14_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_15_mask.gif  \n",
            " extracting: train_masks/11fcda0a9e1c_16_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_01_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_02_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_03_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_04_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_05_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_06_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_07_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_08_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_09_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_10_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_11_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_12_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_13_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_14_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_15_mask.gif  \n",
            "  inflating: train_masks/120c1dc7b116_16_mask.gif  \n",
            " extracting: train_masks/1258cf954183_01_mask.gif  \n",
            " extracting: train_masks/1258cf954183_02_mask.gif  \n",
            " extracting: train_masks/1258cf954183_03_mask.gif  \n",
            " extracting: train_masks/1258cf954183_04_mask.gif  \n",
            " extracting: train_masks/1258cf954183_05_mask.gif  \n",
            "  inflating: train_masks/1258cf954183_06_mask.gif  \n",
            " extracting: train_masks/1258cf954183_07_mask.gif  \n",
            " extracting: train_masks/1258cf954183_08_mask.gif  \n",
            " extracting: train_masks/1258cf954183_09_mask.gif  \n",
            " extracting: train_masks/1258cf954183_10_mask.gif  \n",
            "  inflating: train_masks/1258cf954183_11_mask.gif  \n",
            " extracting: train_masks/1258cf954183_12_mask.gif  \n",
            "  inflating: train_masks/1258cf954183_13_mask.gif  \n",
            " extracting: train_masks/1258cf954183_14_mask.gif  \n",
            " extracting: train_masks/1258cf954183_15_mask.gif  \n",
            " extracting: train_masks/1258cf954183_16_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_01_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_02_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_03_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_04_mask.gif  \n",
            "  inflating: train_masks/125cadcb9feb_05_mask.gif  \n",
            "  inflating: train_masks/125cadcb9feb_06_mask.gif  \n",
            "  inflating: train_masks/125cadcb9feb_07_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_08_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_09_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_10_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_11_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_12_mask.gif  \n",
            "  inflating: train_masks/125cadcb9feb_13_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_14_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_15_mask.gif  \n",
            " extracting: train_masks/125cadcb9feb_16_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_01_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_02_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_03_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_04_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_05_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_06_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_07_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_08_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_09_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_10_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_11_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_12_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_13_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_14_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_15_mask.gif  \n",
            " extracting: train_masks/1390696b70b6_16_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_01_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_02_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_03_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_04_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_05_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_06_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_07_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_08_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_09_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_10_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_11_mask.gif  \n",
            "  inflating: train_masks/13cad6eeabe8_12_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_13_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_14_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_15_mask.gif  \n",
            " extracting: train_masks/13cad6eeabe8_16_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_01_mask.gif  \n",
            " extracting: train_masks/151c7f2d4183_02_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_03_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_04_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_05_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_06_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_07_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_08_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_09_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_10_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_11_mask.gif  \n",
            " extracting: train_masks/151c7f2d4183_12_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_13_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_14_mask.gif  \n",
            "  inflating: train_masks/151c7f2d4183_15_mask.gif  \n",
            " extracting: train_masks/151c7f2d4183_16_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_01_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_02_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_03_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_04_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_05_mask.gif  \n",
            "  inflating: train_masks/154ee2b6d27a_06_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_07_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_08_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_09_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_10_mask.gif  \n",
            "  inflating: train_masks/154ee2b6d27a_11_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_12_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_13_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_14_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_15_mask.gif  \n",
            " extracting: train_masks/154ee2b6d27a_16_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_01_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_02_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_03_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_04_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_05_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_06_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_07_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_08_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_09_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_10_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_11_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_12_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_13_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_14_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_15_mask.gif  \n",
            " extracting: train_masks/169f5f6d8c9d_16_mask.gif  \n",
            "  inflating: train_masks/16f0ec26d608_01_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_02_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_03_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_04_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_05_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_06_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_07_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_08_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_09_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_10_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_11_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_12_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_13_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_14_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_15_mask.gif  \n",
            " extracting: train_masks/16f0ec26d608_16_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_01_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_02_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_03_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_04_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_05_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_06_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_07_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_08_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_09_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_10_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_11_mask.gif  \n",
            "  inflating: train_masks/189a2a32a615_12_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_13_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_14_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_15_mask.gif  \n",
            " extracting: train_masks/189a2a32a615_16_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_01_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_02_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_03_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_04_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_05_mask.gif  \n",
            "  inflating: train_masks/1952e5f91de0_06_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_07_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_08_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_09_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_10_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_11_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_12_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_13_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_14_mask.gif  \n",
            "  inflating: train_masks/1952e5f91de0_15_mask.gif  \n",
            " extracting: train_masks/1952e5f91de0_16_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_01_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_02_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_03_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_04_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_05_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_06_mask.gif  \n",
            "  inflating: train_masks/1a17a1bd648b_07_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_08_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_09_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_10_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_11_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_12_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_13_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_14_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_15_mask.gif  \n",
            " extracting: train_masks/1a17a1bd648b_16_mask.gif  \n",
            "  inflating: train_masks/1aba91a601c6_01_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_02_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_03_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_04_mask.gif  \n",
            "  inflating: train_masks/1aba91a601c6_05_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_06_mask.gif  \n",
            "  inflating: train_masks/1aba91a601c6_07_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_08_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_09_mask.gif  \n",
            "  inflating: train_masks/1aba91a601c6_10_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_11_mask.gif  \n",
            "  inflating: train_masks/1aba91a601c6_12_mask.gif  \n",
            "  inflating: train_masks/1aba91a601c6_13_mask.gif  \n",
            "  inflating: train_masks/1aba91a601c6_14_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_15_mask.gif  \n",
            " extracting: train_masks/1aba91a601c6_16_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_01_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_02_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_03_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_04_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_05_mask.gif  \n",
            "  inflating: train_masks/1adaeb44f109_06_mask.gif  \n",
            "  inflating: train_masks/1adaeb44f109_07_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_08_mask.gif  \n",
            "  inflating: train_masks/1adaeb44f109_09_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_10_mask.gif  \n",
            "  inflating: train_masks/1adaeb44f109_11_mask.gif  \n",
            "  inflating: train_masks/1adaeb44f109_12_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_13_mask.gif  \n",
            "  inflating: train_masks/1adaeb44f109_14_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_15_mask.gif  \n",
            " extracting: train_masks/1adaeb44f109_16_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_01_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_02_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_03_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_04_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_05_mask.gif  \n",
            "  inflating: train_masks/1ae8a68a40e4_06_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_07_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_08_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_09_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_10_mask.gif  \n",
            "  inflating: train_masks/1ae8a68a40e4_11_mask.gif  \n",
            "  inflating: train_masks/1ae8a68a40e4_12_mask.gif  \n",
            "  inflating: train_masks/1ae8a68a40e4_13_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_14_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_15_mask.gif  \n",
            " extracting: train_masks/1ae8a68a40e4_16_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_01_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_02_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_03_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_04_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_05_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_06_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_07_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_08_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_09_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_10_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_11_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_12_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_13_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_14_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_15_mask.gif  \n",
            " extracting: train_masks/1b25ea8ba94d_16_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_01_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_02_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_03_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_04_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_05_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_06_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_07_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_08_mask.gif  \n",
            "  inflating: train_masks/1ba84b81628e_09_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_10_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_11_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_12_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_13_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_14_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_15_mask.gif  \n",
            " extracting: train_masks/1ba84b81628e_16_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_01_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_02_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_03_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_04_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_05_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_06_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_07_mask.gif  \n",
            "  inflating: train_masks/1c5748340af8_08_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_09_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_10_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_11_mask.gif  \n",
            "  inflating: train_masks/1c5748340af8_12_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_13_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_14_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_15_mask.gif  \n",
            " extracting: train_masks/1c5748340af8_16_mask.gif  \n",
            "  inflating: train_masks/1e6f48393e17_01_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_02_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_03_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_04_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_05_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_06_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_07_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_08_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_09_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_10_mask.gif  \n",
            "  inflating: train_masks/1e6f48393e17_11_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_12_mask.gif  \n",
            "  inflating: train_masks/1e6f48393e17_13_mask.gif  \n",
            "  inflating: train_masks/1e6f48393e17_14_mask.gif  \n",
            "  inflating: train_masks/1e6f48393e17_15_mask.gif  \n",
            " extracting: train_masks/1e6f48393e17_16_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_01_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_02_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_03_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_04_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_05_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_06_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_07_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_08_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_09_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_10_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_11_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_12_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_13_mask.gif  \n",
            "  inflating: train_masks/1e89e1af42e7_14_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_15_mask.gif  \n",
            " extracting: train_masks/1e89e1af42e7_16_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_01_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_02_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_03_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_04_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_05_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_06_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_07_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_08_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_09_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_10_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_11_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_12_mask.gif  \n",
            "  inflating: train_masks/21a7e6726ee3_13_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_14_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_15_mask.gif  \n",
            " extracting: train_masks/21a7e6726ee3_16_mask.gif  \n",
            " extracting: train_masks/2267f4aa0d2c_01_mask.gif  \n",
            " extracting: train_masks/2267f4aa0d2c_02_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_03_mask.gif  \n",
            " extracting: train_masks/2267f4aa0d2c_04_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_05_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_06_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_07_mask.gif  \n",
            " extracting: train_masks/2267f4aa0d2c_08_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_09_mask.gif  \n",
            " extracting: train_masks/2267f4aa0d2c_10_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_11_mask.gif  \n",
            " extracting: train_masks/2267f4aa0d2c_12_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_13_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_14_mask.gif  \n",
            "  inflating: train_masks/2267f4aa0d2c_15_mask.gif  \n",
            " extracting: train_masks/2267f4aa0d2c_16_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_01_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_02_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_03_mask.gif  \n",
            " extracting: train_masks/2335eef27de6_04_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_05_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_06_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_07_mask.gif  \n",
            " extracting: train_masks/2335eef27de6_08_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_09_mask.gif  \n",
            " extracting: train_masks/2335eef27de6_10_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_11_mask.gif  \n",
            " extracting: train_masks/2335eef27de6_12_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_13_mask.gif  \n",
            " extracting: train_masks/2335eef27de6_14_mask.gif  \n",
            " extracting: train_masks/2335eef27de6_15_mask.gif  \n",
            "  inflating: train_masks/2335eef27de6_16_mask.gif  \n",
            " extracting: train_masks/23c088f6ec27_01_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_02_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_03_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_04_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_05_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_06_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_07_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_08_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_09_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_10_mask.gif  \n",
            " extracting: train_masks/23c088f6ec27_11_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_12_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_13_mask.gif  \n",
            "  inflating: train_masks/23c088f6ec27_14_mask.gif  \n",
            " extracting: train_masks/23c088f6ec27_15_mask.gif  \n",
            " extracting: train_masks/23c088f6ec27_16_mask.gif  \n",
            "  inflating: train_masks/245f9c9eab8a_01_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_02_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_03_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_04_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_05_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_06_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_07_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_08_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_09_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_10_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_11_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_12_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_13_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_14_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_15_mask.gif  \n",
            " extracting: train_masks/245f9c9eab8a_16_mask.gif  \n",
            " extracting: train_masks/26ccab021981_01_mask.gif  \n",
            " extracting: train_masks/26ccab021981_02_mask.gif  \n",
            " extracting: train_masks/26ccab021981_03_mask.gif  \n",
            " extracting: train_masks/26ccab021981_04_mask.gif  \n",
            " extracting: train_masks/26ccab021981_05_mask.gif  \n",
            " extracting: train_masks/26ccab021981_06_mask.gif  \n",
            " extracting: train_masks/26ccab021981_07_mask.gif  \n",
            " extracting: train_masks/26ccab021981_08_mask.gif  \n",
            " extracting: train_masks/26ccab021981_09_mask.gif  \n",
            " extracting: train_masks/26ccab021981_10_mask.gif  \n",
            " extracting: train_masks/26ccab021981_11_mask.gif  \n",
            " extracting: train_masks/26ccab021981_12_mask.gif  \n",
            " extracting: train_masks/26ccab021981_13_mask.gif  \n",
            " extracting: train_masks/26ccab021981_14_mask.gif  \n",
            " extracting: train_masks/26ccab021981_15_mask.gif  \n",
            " extracting: train_masks/26ccab021981_16_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_01_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_02_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_03_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_04_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_05_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_06_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_07_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_08_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_09_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_10_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_11_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_12_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_13_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_14_mask.gif  \n",
            "  inflating: train_masks/28109f18d9d4_15_mask.gif  \n",
            " extracting: train_masks/28109f18d9d4_16_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_01_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_02_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_03_mask.gif  \n",
            "  inflating: train_masks/28d7fb5ba432_04_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_05_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_06_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_07_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_08_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_09_mask.gif  \n",
            "  inflating: train_masks/28d7fb5ba432_10_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_11_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_12_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_13_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_14_mask.gif  \n",
            " extracting: train_masks/28d7fb5ba432_15_mask.gif  \n",
            "  inflating: train_masks/28d7fb5ba432_16_mask.gif  \n",
            "  inflating: train_masks/28d9a149cb02_01_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_02_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_03_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_04_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_05_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_06_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_07_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_08_mask.gif  \n",
            "  inflating: train_masks/28d9a149cb02_09_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_10_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_11_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_12_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_13_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_14_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_15_mask.gif  \n",
            " extracting: train_masks/28d9a149cb02_16_mask.gif  \n",
            "  inflating: train_masks/292f59c6a347_01_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_02_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_03_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_04_mask.gif  \n",
            "  inflating: train_masks/292f59c6a347_05_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_06_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_07_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_08_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_09_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_10_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_11_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_12_mask.gif  \n",
            "  inflating: train_masks/292f59c6a347_13_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_14_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_15_mask.gif  \n",
            " extracting: train_masks/292f59c6a347_16_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_01_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_02_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_03_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_04_mask.gif  \n",
            "  inflating: train_masks/293a0fa72e5b_05_mask.gif  \n",
            "  inflating: train_masks/293a0fa72e5b_06_mask.gif  \n",
            "  inflating: train_masks/293a0fa72e5b_07_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_08_mask.gif  \n",
            "  inflating: train_masks/293a0fa72e5b_09_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_10_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_11_mask.gif  \n",
            "  inflating: train_masks/293a0fa72e5b_12_mask.gif  \n",
            "  inflating: train_masks/293a0fa72e5b_13_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_14_mask.gif  \n",
            "  inflating: train_masks/293a0fa72e5b_15_mask.gif  \n",
            " extracting: train_masks/293a0fa72e5b_16_mask.gif  \n",
            " extracting: train_masks/2990f858e939_01_mask.gif  \n",
            " extracting: train_masks/2990f858e939_02_mask.gif  \n",
            " extracting: train_masks/2990f858e939_03_mask.gif  \n",
            "  inflating: train_masks/2990f858e939_04_mask.gif  \n",
            "  inflating: train_masks/2990f858e939_05_mask.gif  \n",
            " extracting: train_masks/2990f858e939_06_mask.gif  \n",
            "  inflating: train_masks/2990f858e939_07_mask.gif  \n",
            " extracting: train_masks/2990f858e939_08_mask.gif  \n",
            " extracting: train_masks/2990f858e939_09_mask.gif  \n",
            " extracting: train_masks/2990f858e939_10_mask.gif  \n",
            " extracting: train_masks/2990f858e939_11_mask.gif  \n",
            "  inflating: train_masks/2990f858e939_12_mask.gif  \n",
            " extracting: train_masks/2990f858e939_13_mask.gif  \n",
            " extracting: train_masks/2990f858e939_14_mask.gif  \n",
            " extracting: train_masks/2990f858e939_15_mask.gif  \n",
            " extracting: train_masks/2990f858e939_16_mask.gif  \n",
            "  inflating: train_masks/2a4a8964ebf3_01_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_02_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_03_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_04_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_05_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_06_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_07_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_08_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_09_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_10_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_11_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_12_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_13_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_14_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_15_mask.gif  \n",
            " extracting: train_masks/2a4a8964ebf3_16_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_01_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_02_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_03_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_04_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_05_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_06_mask.gif  \n",
            "  inflating: train_masks/2af7c265531e_07_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_08_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_09_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_10_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_11_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_12_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_13_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_14_mask.gif  \n",
            "  inflating: train_masks/2af7c265531e_15_mask.gif  \n",
            " extracting: train_masks/2af7c265531e_16_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_01_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_02_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_03_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_04_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_05_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_06_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_07_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_08_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_09_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_10_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_11_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_12_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_13_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_14_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_15_mask.gif  \n",
            " extracting: train_masks/2c57132da7a0_16_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_01_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_02_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_03_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_04_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_05_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_06_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_07_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_08_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_09_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_10_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_11_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_12_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_13_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_14_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_15_mask.gif  \n",
            " extracting: train_masks/2cb06c1f5bb1_16_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_01_mask.gif  \n",
            " extracting: train_masks/2cb91c2543fa_02_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_03_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_04_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_05_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_06_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_07_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_08_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_09_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_10_mask.gif  \n",
            " extracting: train_masks/2cb91c2543fa_11_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_12_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_13_mask.gif  \n",
            "  inflating: train_masks/2cb91c2543fa_14_mask.gif  \n",
            " extracting: train_masks/2cb91c2543fa_15_mask.gif  \n",
            " extracting: train_masks/2cb91c2543fa_16_mask.gif  \n",
            " extracting: train_masks/2ea62c1beee7_01_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_02_mask.gif  \n",
            " extracting: train_masks/2ea62c1beee7_03_mask.gif  \n",
            " extracting: train_masks/2ea62c1beee7_04_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_05_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_06_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_07_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_08_mask.gif  \n",
            " extracting: train_masks/2ea62c1beee7_09_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_10_mask.gif  \n",
            " extracting: train_masks/2ea62c1beee7_11_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_12_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_13_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_14_mask.gif  \n",
            " extracting: train_masks/2ea62c1beee7_15_mask.gif  \n",
            "  inflating: train_masks/2ea62c1beee7_16_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_01_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_02_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_03_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_04_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_05_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_06_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_07_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_08_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_09_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_10_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_11_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_12_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_13_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_14_mask.gif  \n",
            " extracting: train_masks/2f39abb12388_15_mask.gif  \n",
            "  inflating: train_masks/2f39abb12388_16_mask.gif  \n",
            " extracting: train_masks/2faf504842df_01_mask.gif  \n",
            " extracting: train_masks/2faf504842df_02_mask.gif  \n",
            " extracting: train_masks/2faf504842df_03_mask.gif  \n",
            " extracting: train_masks/2faf504842df_04_mask.gif  \n",
            "  inflating: train_masks/2faf504842df_05_mask.gif  \n",
            "  inflating: train_masks/2faf504842df_06_mask.gif  \n",
            " extracting: train_masks/2faf504842df_07_mask.gif  \n",
            " extracting: train_masks/2faf504842df_08_mask.gif  \n",
            "  inflating: train_masks/2faf504842df_09_mask.gif  \n",
            "  inflating: train_masks/2faf504842df_10_mask.gif  \n",
            "  inflating: train_masks/2faf504842df_11_mask.gif  \n",
            "  inflating: train_masks/2faf504842df_12_mask.gif  \n",
            " extracting: train_masks/2faf504842df_13_mask.gif  \n",
            " extracting: train_masks/2faf504842df_14_mask.gif  \n",
            " extracting: train_masks/2faf504842df_15_mask.gif  \n",
            " extracting: train_masks/2faf504842df_16_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_01_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_02_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_03_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_04_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_05_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_06_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_07_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_08_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_09_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_10_mask.gif  \n",
            " extracting: train_masks/304437bad7ff_11_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_12_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_13_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_14_mask.gif  \n",
            " extracting: train_masks/304437bad7ff_15_mask.gif  \n",
            "  inflating: train_masks/304437bad7ff_16_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_01_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_02_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_03_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_04_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_05_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_06_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_07_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_08_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_09_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_10_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_11_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_12_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_13_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_14_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_15_mask.gif  \n",
            "  inflating: train_masks/3071362591f7_16_mask.gif  \n",
            "  inflating: train_masks/31186febd775_01_mask.gif  \n",
            "  inflating: train_masks/31186febd775_02_mask.gif  \n",
            "  inflating: train_masks/31186febd775_03_mask.gif  \n",
            " extracting: train_masks/31186febd775_04_mask.gif  \n",
            "  inflating: train_masks/31186febd775_05_mask.gif  \n",
            "  inflating: train_masks/31186febd775_06_mask.gif  \n",
            " extracting: train_masks/31186febd775_07_mask.gif  \n",
            "  inflating: train_masks/31186febd775_08_mask.gif  \n",
            " extracting: train_masks/31186febd775_09_mask.gif  \n",
            " extracting: train_masks/31186febd775_10_mask.gif  \n",
            "  inflating: train_masks/31186febd775_11_mask.gif  \n",
            "  inflating: train_masks/31186febd775_12_mask.gif  \n",
            " extracting: train_masks/31186febd775_13_mask.gif  \n",
            " extracting: train_masks/31186febd775_14_mask.gif  \n",
            "  inflating: train_masks/31186febd775_15_mask.gif  \n",
            " extracting: train_masks/31186febd775_16_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_01_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_02_mask.gif  \n",
            "  inflating: train_masks/316bbfd3d93d_03_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_04_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_05_mask.gif  \n",
            "  inflating: train_masks/316bbfd3d93d_06_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_07_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_08_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_09_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_10_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_11_mask.gif  \n",
            "  inflating: train_masks/316bbfd3d93d_12_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_13_mask.gif  \n",
            "  inflating: train_masks/316bbfd3d93d_14_mask.gif  \n",
            "  inflating: train_masks/316bbfd3d93d_15_mask.gif  \n",
            " extracting: train_masks/316bbfd3d93d_16_mask.gif  \n",
            "  inflating: train_masks/32edfb7723ff_01_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_02_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_03_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_04_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_05_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_06_mask.gif  \n",
            "  inflating: train_masks/32edfb7723ff_07_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_08_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_09_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_10_mask.gif  \n",
            "  inflating: train_masks/32edfb7723ff_11_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_12_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_13_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_14_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_15_mask.gif  \n",
            " extracting: train_masks/32edfb7723ff_16_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_01_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_02_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_03_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_04_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_05_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_06_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_07_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_08_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_09_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_10_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_11_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_12_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_13_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_14_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_15_mask.gif  \n",
            " extracting: train_masks/32ff007d9505_16_mask.gif  \n",
            "  inflating: train_masks/33a310ea7462_01_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_02_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_03_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_04_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_05_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_06_mask.gif  \n",
            "  inflating: train_masks/33a310ea7462_07_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_08_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_09_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_10_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_11_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_12_mask.gif  \n",
            "  inflating: train_masks/33a310ea7462_13_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_14_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_15_mask.gif  \n",
            " extracting: train_masks/33a310ea7462_16_mask.gif  \n",
            " extracting: train_masks/344ece157efc_01_mask.gif  \n",
            " extracting: train_masks/344ece157efc_02_mask.gif  \n",
            " extracting: train_masks/344ece157efc_03_mask.gif  \n",
            " extracting: train_masks/344ece157efc_04_mask.gif  \n",
            " extracting: train_masks/344ece157efc_05_mask.gif  \n",
            " extracting: train_masks/344ece157efc_06_mask.gif  \n",
            " extracting: train_masks/344ece157efc_07_mask.gif  \n",
            " extracting: train_masks/344ece157efc_08_mask.gif  \n",
            " extracting: train_masks/344ece157efc_09_mask.gif  \n",
            " extracting: train_masks/344ece157efc_10_mask.gif  \n",
            " extracting: train_masks/344ece157efc_11_mask.gif  \n",
            " extracting: train_masks/344ece157efc_12_mask.gif  \n",
            " extracting: train_masks/344ece157efc_13_mask.gif  \n",
            " extracting: train_masks/344ece157efc_14_mask.gif  \n",
            " extracting: train_masks/344ece157efc_15_mask.gif  \n",
            " extracting: train_masks/344ece157efc_16_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_01_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_02_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_03_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_04_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_05_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_06_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_07_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_08_mask.gif  \n",
            "  inflating: train_masks/34b0c08544a5_09_mask.gif  \n",
            "  inflating: train_masks/34b0c08544a5_10_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_11_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_12_mask.gif  \n",
            "  inflating: train_masks/34b0c08544a5_13_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_14_mask.gif  \n",
            "  inflating: train_masks/34b0c08544a5_15_mask.gif  \n",
            " extracting: train_masks/34b0c08544a5_16_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_01_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_02_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_03_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_04_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_05_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_06_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_07_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_08_mask.gif  \n",
            "  inflating: train_masks/34defeec3ce6_09_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_10_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_11_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_12_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_13_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_14_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_15_mask.gif  \n",
            " extracting: train_masks/34defeec3ce6_16_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_01_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_02_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_03_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_04_mask.gif  \n",
            "  inflating: train_masks/351c583eabd6_05_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_06_mask.gif  \n",
            "  inflating: train_masks/351c583eabd6_07_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_08_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_09_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_10_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_11_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_12_mask.gif  \n",
            "  inflating: train_masks/351c583eabd6_13_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_14_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_15_mask.gif  \n",
            " extracting: train_masks/351c583eabd6_16_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_01_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_02_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_03_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_04_mask.gif  \n",
            "  inflating: train_masks/3627b6f4c16d_05_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_06_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_07_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_08_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_09_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_10_mask.gif  \n",
            "  inflating: train_masks/3627b6f4c16d_11_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_12_mask.gif  \n",
            "  inflating: train_masks/3627b6f4c16d_13_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_14_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_15_mask.gif  \n",
            " extracting: train_masks/3627b6f4c16d_16_mask.gif  \n",
            " extracting: train_masks/364923a5002f_01_mask.gif  \n",
            " extracting: train_masks/364923a5002f_02_mask.gif  \n",
            " extracting: train_masks/364923a5002f_03_mask.gif  \n",
            " extracting: train_masks/364923a5002f_04_mask.gif  \n",
            " extracting: train_masks/364923a5002f_05_mask.gif  \n",
            " extracting: train_masks/364923a5002f_06_mask.gif  \n",
            " extracting: train_masks/364923a5002f_07_mask.gif  \n",
            " extracting: train_masks/364923a5002f_08_mask.gif  \n",
            " extracting: train_masks/364923a5002f_09_mask.gif  \n",
            " extracting: train_masks/364923a5002f_10_mask.gif  \n",
            " extracting: train_masks/364923a5002f_11_mask.gif  \n",
            " extracting: train_masks/364923a5002f_12_mask.gif  \n",
            " extracting: train_masks/364923a5002f_13_mask.gif  \n",
            " extracting: train_masks/364923a5002f_14_mask.gif  \n",
            " extracting: train_masks/364923a5002f_15_mask.gif  \n",
            " extracting: train_masks/364923a5002f_16_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_01_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_02_mask.gif  \n",
            " extracting: train_masks/364fd5fd7569_03_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_04_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_05_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_06_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_07_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_08_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_09_mask.gif  \n",
            " extracting: train_masks/364fd5fd7569_10_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_11_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_12_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_13_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_14_mask.gif  \n",
            "  inflating: train_masks/364fd5fd7569_15_mask.gif  \n",
            " extracting: train_masks/364fd5fd7569_16_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_01_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_02_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_03_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_04_mask.gif  \n",
            "  inflating: train_masks/36a3f7f77e85_05_mask.gif  \n",
            "  inflating: train_masks/36a3f7f77e85_06_mask.gif  \n",
            "  inflating: train_masks/36a3f7f77e85_07_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_08_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_09_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_10_mask.gif  \n",
            "  inflating: train_masks/36a3f7f77e85_11_mask.gif  \n",
            "  inflating: train_masks/36a3f7f77e85_12_mask.gif  \n",
            "  inflating: train_masks/36a3f7f77e85_13_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_14_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_15_mask.gif  \n",
            " extracting: train_masks/36a3f7f77e85_16_mask.gif  \n",
            " extracting: train_masks/371f057d1242_01_mask.gif  \n",
            " extracting: train_masks/371f057d1242_02_mask.gif  \n",
            "  inflating: train_masks/371f057d1242_03_mask.gif  \n",
            " extracting: train_masks/371f057d1242_04_mask.gif  \n",
            "  inflating: train_masks/371f057d1242_05_mask.gif  \n",
            " extracting: train_masks/371f057d1242_06_mask.gif  \n",
            "  inflating: train_masks/371f057d1242_07_mask.gif  \n",
            " extracting: train_masks/371f057d1242_08_mask.gif  \n",
            " extracting: train_masks/371f057d1242_09_mask.gif  \n",
            " extracting: train_masks/371f057d1242_10_mask.gif  \n",
            " extracting: train_masks/371f057d1242_11_mask.gif  \n",
            " extracting: train_masks/371f057d1242_12_mask.gif  \n",
            " extracting: train_masks/371f057d1242_13_mask.gif  \n",
            " extracting: train_masks/371f057d1242_14_mask.gif  \n",
            "  inflating: train_masks/371f057d1242_15_mask.gif  \n",
            " extracting: train_masks/371f057d1242_16_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_01_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_02_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_03_mask.gif  \n",
            "  inflating: train_masks/3789e15178c7_04_mask.gif  \n",
            "  inflating: train_masks/3789e15178c7_05_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_06_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_07_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_08_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_09_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_10_mask.gif  \n",
            "  inflating: train_masks/3789e15178c7_11_mask.gif  \n",
            "  inflating: train_masks/3789e15178c7_12_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_13_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_14_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_15_mask.gif  \n",
            " extracting: train_masks/3789e15178c7_16_mask.gif  \n",
            "  inflating: train_masks/3810c5e1cdeb_01_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_02_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_03_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_04_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_05_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_06_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_07_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_08_mask.gif  \n",
            "  inflating: train_masks/3810c5e1cdeb_09_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_10_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_11_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_12_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_13_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_14_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_15_mask.gif  \n",
            " extracting: train_masks/3810c5e1cdeb_16_mask.gif  \n",
            "  inflating: train_masks/3a7a8f03e713_01_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_02_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_03_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_04_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_05_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_06_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_07_mask.gif  \n",
            "  inflating: train_masks/3a7a8f03e713_08_mask.gif  \n",
            "  inflating: train_masks/3a7a8f03e713_09_mask.gif  \n",
            "  inflating: train_masks/3a7a8f03e713_10_mask.gif  \n",
            "  inflating: train_masks/3a7a8f03e713_11_mask.gif  \n",
            "  inflating: train_masks/3a7a8f03e713_12_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_13_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_14_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_15_mask.gif  \n",
            " extracting: train_masks/3a7a8f03e713_16_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_01_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_02_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_03_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_04_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_05_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_06_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_07_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_08_mask.gif  \n",
            "  inflating: train_masks/3afec4b5ac07_09_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_10_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_11_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_12_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_13_mask.gif  \n",
            "  inflating: train_masks/3afec4b5ac07_14_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_15_mask.gif  \n",
            " extracting: train_masks/3afec4b5ac07_16_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_01_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_02_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_03_mask.gif  \n",
            "  inflating: train_masks/3b45f83ba3fa_04_mask.gif  \n",
            "  inflating: train_masks/3b45f83ba3fa_05_mask.gif  \n",
            "  inflating: train_masks/3b45f83ba3fa_06_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_07_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_08_mask.gif  \n",
            "  inflating: train_masks/3b45f83ba3fa_09_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_10_mask.gif  \n",
            "  inflating: train_masks/3b45f83ba3fa_11_mask.gif  \n",
            "  inflating: train_masks/3b45f83ba3fa_12_mask.gif  \n",
            "  inflating: train_masks/3b45f83ba3fa_13_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_14_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_15_mask.gif  \n",
            " extracting: train_masks/3b45f83ba3fa_16_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_01_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_02_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_03_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_04_mask.gif  \n",
            "  inflating: train_masks/3bca821c8c41_05_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_06_mask.gif  \n",
            "  inflating: train_masks/3bca821c8c41_07_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_08_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_09_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_10_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_11_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_12_mask.gif  \n",
            "  inflating: train_masks/3bca821c8c41_13_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_14_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_15_mask.gif  \n",
            " extracting: train_masks/3bca821c8c41_16_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_01_mask.gif  \n",
            " extracting: train_masks/3c16409ab9db_02_mask.gif  \n",
            " extracting: train_masks/3c16409ab9db_03_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_04_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_05_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_06_mask.gif  \n",
            " extracting: train_masks/3c16409ab9db_07_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_08_mask.gif  \n",
            " extracting: train_masks/3c16409ab9db_09_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_10_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_11_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_12_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_13_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_14_mask.gif  \n",
            " extracting: train_masks/3c16409ab9db_15_mask.gif  \n",
            "  inflating: train_masks/3c16409ab9db_16_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_01_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_02_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_03_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_04_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_05_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_06_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_07_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_08_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_09_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_10_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_11_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_12_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_13_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_14_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_15_mask.gif  \n",
            " extracting: train_masks/3c54e71fd2c9_16_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_01_mask.gif  \n",
            " extracting: train_masks/3c6acfceb552_02_mask.gif  \n",
            " extracting: train_masks/3c6acfceb552_03_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_04_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_05_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_06_mask.gif  \n",
            " extracting: train_masks/3c6acfceb552_07_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_08_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_09_mask.gif  \n",
            " extracting: train_masks/3c6acfceb552_10_mask.gif  \n",
            " extracting: train_masks/3c6acfceb552_11_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_12_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_13_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_14_mask.gif  \n",
            "  inflating: train_masks/3c6acfceb552_15_mask.gif  \n",
            " extracting: train_masks/3c6acfceb552_16_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_01_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_02_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_03_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_04_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_05_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_06_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_07_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_08_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_09_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_10_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_11_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_12_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_13_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_14_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_15_mask.gif  \n",
            " extracting: train_masks/3cb21125f126_16_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_01_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_02_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_03_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_04_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_05_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_06_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_07_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_08_mask.gif  \n",
            "  inflating: train_masks/3d7a1030deeb_09_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_10_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_11_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_12_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_13_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_14_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_15_mask.gif  \n",
            " extracting: train_masks/3d7a1030deeb_16_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_01_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_02_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_03_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_04_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_05_mask.gif  \n",
            "  inflating: train_masks/3f202616a2b9_06_mask.gif  \n",
            "  inflating: train_masks/3f202616a2b9_07_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_08_mask.gif  \n",
            "  inflating: train_masks/3f202616a2b9_09_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_10_mask.gif  \n",
            "  inflating: train_masks/3f202616a2b9_11_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_12_mask.gif  \n",
            "  inflating: train_masks/3f202616a2b9_13_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_14_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_15_mask.gif  \n",
            " extracting: train_masks/3f202616a2b9_16_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_01_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_02_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_03_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_04_mask.gif  \n",
            "  inflating: train_masks/3f3e362dea23_05_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_06_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_07_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_08_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_09_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_10_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_11_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_12_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_13_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_14_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_15_mask.gif  \n",
            " extracting: train_masks/3f3e362dea23_16_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_01_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_02_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_03_mask.gif  \n",
            "  inflating: train_masks/3f8d611822bc_04_mask.gif  \n",
            "  inflating: train_masks/3f8d611822bc_05_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_06_mask.gif  \n",
            "  inflating: train_masks/3f8d611822bc_07_mask.gif  \n",
            "  inflating: train_masks/3f8d611822bc_08_mask.gif  \n",
            "  inflating: train_masks/3f8d611822bc_09_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_10_mask.gif  \n",
            "  inflating: train_masks/3f8d611822bc_11_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_12_mask.gif  \n",
            "  inflating: train_masks/3f8d611822bc_13_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_14_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_15_mask.gif  \n",
            " extracting: train_masks/3f8d611822bc_16_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_01_mask.gif  \n",
            " extracting: train_masks/40851e617b93_02_mask.gif  \n",
            " extracting: train_masks/40851e617b93_03_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_04_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_05_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_06_mask.gif  \n",
            " extracting: train_masks/40851e617b93_07_mask.gif  \n",
            " extracting: train_masks/40851e617b93_08_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_09_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_10_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_11_mask.gif  \n",
            " extracting: train_masks/40851e617b93_12_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_13_mask.gif  \n",
            " extracting: train_masks/40851e617b93_14_mask.gif  \n",
            " extracting: train_masks/40851e617b93_15_mask.gif  \n",
            "  inflating: train_masks/40851e617b93_16_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_01_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_02_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_03_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_04_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_05_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_06_mask.gif  \n",
            "  inflating: train_masks/419687d50dcd_07_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_08_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_09_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_10_mask.gif  \n",
            "  inflating: train_masks/419687d50dcd_11_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_12_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_13_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_14_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_15_mask.gif  \n",
            " extracting: train_masks/419687d50dcd_16_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_01_mask.gif  \n",
            " extracting: train_masks/42415ff65013_02_mask.gif  \n",
            " extracting: train_masks/42415ff65013_03_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_04_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_05_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_06_mask.gif  \n",
            " extracting: train_masks/42415ff65013_07_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_08_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_09_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_10_mask.gif  \n",
            " extracting: train_masks/42415ff65013_11_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_12_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_13_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_14_mask.gif  \n",
            " extracting: train_masks/42415ff65013_15_mask.gif  \n",
            "  inflating: train_masks/42415ff65013_16_mask.gif  \n",
            "  inflating: train_masks/424658d9f222_01_mask.gif  \n",
            " extracting: train_masks/424658d9f222_02_mask.gif  \n",
            " extracting: train_masks/424658d9f222_03_mask.gif  \n",
            " extracting: train_masks/424658d9f222_04_mask.gif  \n",
            " extracting: train_masks/424658d9f222_05_mask.gif  \n",
            " extracting: train_masks/424658d9f222_06_mask.gif  \n",
            "  inflating: train_masks/424658d9f222_07_mask.gif  \n",
            "  inflating: train_masks/424658d9f222_08_mask.gif  \n",
            "  inflating: train_masks/424658d9f222_09_mask.gif  \n",
            " extracting: train_masks/424658d9f222_10_mask.gif  \n",
            " extracting: train_masks/424658d9f222_11_mask.gif  \n",
            " extracting: train_masks/424658d9f222_12_mask.gif  \n",
            " extracting: train_masks/424658d9f222_13_mask.gif  \n",
            " extracting: train_masks/424658d9f222_14_mask.gif  \n",
            " extracting: train_masks/424658d9f222_15_mask.gif  \n",
            " extracting: train_masks/424658d9f222_16_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_01_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_02_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_03_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_04_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_05_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_06_mask.gif  \n",
            "  inflating: train_masks/42a3297ccd4b_07_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_08_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_09_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_10_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_11_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_12_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_13_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_14_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_15_mask.gif  \n",
            " extracting: train_masks/42a3297ccd4b_16_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_01_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_02_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_03_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_04_mask.gif  \n",
            "  inflating: train_masks/42b3feca1993_05_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_06_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_07_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_08_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_09_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_10_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_11_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_12_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_13_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_14_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_15_mask.gif  \n",
            " extracting: train_masks/42b3feca1993_16_mask.gif  \n",
            " extracting: train_masks/42d81612e2ce_01_mask.gif  \n",
            " extracting: train_masks/42d81612e2ce_02_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_03_mask.gif  \n",
            " extracting: train_masks/42d81612e2ce_04_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_05_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_06_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_07_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_08_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_09_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_10_mask.gif  \n",
            " extracting: train_masks/42d81612e2ce_11_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_12_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_13_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_14_mask.gif  \n",
            "  inflating: train_masks/42d81612e2ce_15_mask.gif  \n",
            " extracting: train_masks/42d81612e2ce_16_mask.gif  \n",
            " extracting: train_masks/430f0cb5666c_01_mask.gif  \n",
            " extracting: train_masks/430f0cb5666c_02_mask.gif  \n",
            " extracting: train_masks/430f0cb5666c_03_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_04_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_05_mask.gif  \n",
            " extracting: train_masks/430f0cb5666c_06_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_07_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_08_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_09_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_10_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_11_mask.gif  \n",
            " extracting: train_masks/430f0cb5666c_12_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_13_mask.gif  \n",
            "  inflating: train_masks/430f0cb5666c_14_mask.gif  \n",
            " extracting: train_masks/430f0cb5666c_15_mask.gif  \n",
            " extracting: train_masks/430f0cb5666c_16_mask.gif  \n",
            "  inflating: train_masks/47ea8f25c948_01_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_02_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_03_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_04_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_05_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_06_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_07_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_08_mask.gif  \n",
            "  inflating: train_masks/47ea8f25c948_09_mask.gif  \n",
            "  inflating: train_masks/47ea8f25c948_10_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_11_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_12_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_13_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_14_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_15_mask.gif  \n",
            " extracting: train_masks/47ea8f25c948_16_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_01_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_02_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_03_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_04_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_05_mask.gif  \n",
            "  inflating: train_masks/4856fcb85be0_06_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_07_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_08_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_09_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_10_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_11_mask.gif  \n",
            "  inflating: train_masks/4856fcb85be0_12_mask.gif  \n",
            "  inflating: train_masks/4856fcb85be0_13_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_14_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_15_mask.gif  \n",
            " extracting: train_masks/4856fcb85be0_16_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_01_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_02_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_03_mask.gif  \n",
            "  inflating: train_masks/48b3f0c936b5_04_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_05_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_06_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_07_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_08_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_09_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_10_mask.gif  \n",
            "  inflating: train_masks/48b3f0c936b5_11_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_12_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_13_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_14_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_15_mask.gif  \n",
            " extracting: train_masks/48b3f0c936b5_16_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_01_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_02_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_03_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_04_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_05_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_06_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_07_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_08_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_09_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_10_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_11_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_12_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_13_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_14_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_15_mask.gif  \n",
            " extracting: train_masks/4a4364d7fc6d_16_mask.gif  \n",
            "  inflating: train_masks/4b74275babf7_01_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_02_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_03_mask.gif  \n",
            "  inflating: train_masks/4b74275babf7_04_mask.gif  \n",
            "  inflating: train_masks/4b74275babf7_05_mask.gif  \n",
            "  inflating: train_masks/4b74275babf7_06_mask.gif  \n",
            "  inflating: train_masks/4b74275babf7_07_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_08_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_09_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_10_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_11_mask.gif  \n",
            "  inflating: train_masks/4b74275babf7_12_mask.gif  \n",
            "  inflating: train_masks/4b74275babf7_13_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_14_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_15_mask.gif  \n",
            " extracting: train_masks/4b74275babf7_16_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_01_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_02_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_03_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_04_mask.gif  \n",
            "  inflating: train_masks/4baf50a3d8c2_05_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_06_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_07_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_08_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_09_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_10_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_11_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_12_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_13_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_14_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_15_mask.gif  \n",
            " extracting: train_masks/4baf50a3d8c2_16_mask.gif  \n",
            "  inflating: train_masks/4bea0766c14c_01_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_02_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_03_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_04_mask.gif  \n",
            "  inflating: train_masks/4bea0766c14c_05_mask.gif  \n",
            "  inflating: train_masks/4bea0766c14c_06_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_07_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_08_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_09_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_10_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_11_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_12_mask.gif  \n",
            "  inflating: train_masks/4bea0766c14c_13_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_14_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_15_mask.gif  \n",
            " extracting: train_masks/4bea0766c14c_16_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_01_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_02_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_03_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_04_mask.gif  \n",
            "  inflating: train_masks/4dc8a7fe7c02_05_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_06_mask.gif  \n",
            "  inflating: train_masks/4dc8a7fe7c02_07_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_08_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_09_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_10_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_11_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_12_mask.gif  \n",
            "  inflating: train_masks/4dc8a7fe7c02_13_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_14_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_15_mask.gif  \n",
            " extracting: train_masks/4dc8a7fe7c02_16_mask.gif  \n",
            "  inflating: train_masks/4df1536de792_01_mask.gif  \n",
            " extracting: train_masks/4df1536de792_02_mask.gif  \n",
            " extracting: train_masks/4df1536de792_03_mask.gif  \n",
            "  inflating: train_masks/4df1536de792_04_mask.gif  \n",
            " extracting: train_masks/4df1536de792_05_mask.gif  \n",
            " extracting: train_masks/4df1536de792_06_mask.gif  \n",
            "  inflating: train_masks/4df1536de792_07_mask.gif  \n",
            " extracting: train_masks/4df1536de792_08_mask.gif  \n",
            " extracting: train_masks/4df1536de792_09_mask.gif  \n",
            " extracting: train_masks/4df1536de792_10_mask.gif  \n",
            " extracting: train_masks/4df1536de792_11_mask.gif  \n",
            "  inflating: train_masks/4df1536de792_12_mask.gif  \n",
            "  inflating: train_masks/4df1536de792_13_mask.gif  \n",
            " extracting: train_masks/4df1536de792_14_mask.gif  \n",
            "  inflating: train_masks/4df1536de792_15_mask.gif  \n",
            " extracting: train_masks/4df1536de792_16_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_01_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_02_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_03_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_04_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_05_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_06_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_07_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_08_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_09_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_10_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_11_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_12_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_13_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_14_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_15_mask.gif  \n",
            " extracting: train_masks/4e308ad8a254_16_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_01_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_02_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_03_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_04_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_05_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_06_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_07_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_08_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_09_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_10_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_11_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_12_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_13_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_14_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_15_mask.gif  \n",
            " extracting: train_masks/4e5ac4b9f074_16_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_01_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_02_mask.gif  \n",
            "  inflating: train_masks/4e7bc95552ed_03_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_04_mask.gif  \n",
            "  inflating: train_masks/4e7bc95552ed_05_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_06_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_07_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_08_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_09_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_10_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_11_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_12_mask.gif  \n",
            "  inflating: train_masks/4e7bc95552ed_13_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_14_mask.gif  \n",
            "  inflating: train_masks/4e7bc95552ed_15_mask.gif  \n",
            " extracting: train_masks/4e7bc95552ed_16_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_01_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_02_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_03_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_04_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_05_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_06_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_07_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_08_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_09_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_10_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_11_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_12_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_13_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_14_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_15_mask.gif  \n",
            " extracting: train_masks/4f0397cf7937_16_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_01_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_02_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_03_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_04_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_05_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_06_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_07_mask.gif  \n",
            "  inflating: train_masks/4f1f065d78ac_08_mask.gif  \n",
            "  inflating: train_masks/4f1f065d78ac_09_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_10_mask.gif  \n",
            "  inflating: train_masks/4f1f065d78ac_11_mask.gif  \n",
            "  inflating: train_masks/4f1f065d78ac_12_mask.gif  \n",
            "  inflating: train_masks/4f1f065d78ac_13_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_14_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_15_mask.gif  \n",
            " extracting: train_masks/4f1f065d78ac_16_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_01_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_02_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_03_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_04_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_05_mask.gif  \n",
            "  inflating: train_masks/4fc2470c0f7b_06_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_07_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_08_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_09_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_10_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_11_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_12_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_13_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_14_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_15_mask.gif  \n",
            " extracting: train_masks/4fc2470c0f7b_16_mask.gif  \n",
            "  inflating: train_masks/51f1cdf5f539_01_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_02_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_03_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_04_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_05_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_06_mask.gif  \n",
            "  inflating: train_masks/51f1cdf5f539_07_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_08_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_09_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_10_mask.gif  \n",
            "  inflating: train_masks/51f1cdf5f539_11_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_12_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_13_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_14_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_15_mask.gif  \n",
            " extracting: train_masks/51f1cdf5f539_16_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_01_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_02_mask.gif  \n",
            "  inflating: train_masks/528eb34a4c29_03_mask.gif  \n",
            "  inflating: train_masks/528eb34a4c29_04_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_05_mask.gif  \n",
            "  inflating: train_masks/528eb34a4c29_06_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_07_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_08_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_09_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_10_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_11_mask.gif  \n",
            "  inflating: train_masks/528eb34a4c29_12_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_13_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_14_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_15_mask.gif  \n",
            " extracting: train_masks/528eb34a4c29_16_mask.gif  \n",
            "  inflating: train_masks/54ee69d7d5e5_01_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_02_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_03_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_04_mask.gif  \n",
            "  inflating: train_masks/54ee69d7d5e5_05_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_06_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_07_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_08_mask.gif  \n",
            "  inflating: train_masks/54ee69d7d5e5_09_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_10_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_11_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_12_mask.gif  \n",
            "  inflating: train_masks/54ee69d7d5e5_13_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_14_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_15_mask.gif  \n",
            " extracting: train_masks/54ee69d7d5e5_16_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_01_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_02_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_03_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_04_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_05_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_06_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_07_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_08_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_09_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_10_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_11_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_12_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_13_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_14_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_15_mask.gif  \n",
            " extracting: train_masks/553c658b9efa_16_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_01_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_02_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_03_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_04_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_05_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_06_mask.gif  \n",
            "  inflating: train_masks/5588758ee21c_07_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_08_mask.gif  \n",
            "  inflating: train_masks/5588758ee21c_09_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_10_mask.gif  \n",
            "  inflating: train_masks/5588758ee21c_11_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_12_mask.gif  \n",
            "  inflating: train_masks/5588758ee21c_13_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_14_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_15_mask.gif  \n",
            " extracting: train_masks/5588758ee21c_16_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_01_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_02_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_03_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_04_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_05_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_06_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_07_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_08_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_09_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_10_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_11_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_12_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_13_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_14_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_15_mask.gif  \n",
            "  inflating: train_masks/56023a17481b_16_mask.gif  \n",
            "  inflating: train_masks/562706000bd7_01_mask.gif  \n",
            " extracting: train_masks/562706000bd7_02_mask.gif  \n",
            " extracting: train_masks/562706000bd7_03_mask.gif  \n",
            " extracting: train_masks/562706000bd7_04_mask.gif  \n",
            " extracting: train_masks/562706000bd7_05_mask.gif  \n",
            " extracting: train_masks/562706000bd7_06_mask.gif  \n",
            " extracting: train_masks/562706000bd7_07_mask.gif  \n",
            " extracting: train_masks/562706000bd7_08_mask.gif  \n",
            " extracting: train_masks/562706000bd7_09_mask.gif  \n",
            " extracting: train_masks/562706000bd7_10_mask.gif  \n",
            " extracting: train_masks/562706000bd7_11_mask.gif  \n",
            " extracting: train_masks/562706000bd7_12_mask.gif  \n",
            " extracting: train_masks/562706000bd7_13_mask.gif  \n",
            " extracting: train_masks/562706000bd7_14_mask.gif  \n",
            " extracting: train_masks/562706000bd7_15_mask.gif  \n",
            " extracting: train_masks/562706000bd7_16_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_01_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_02_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_03_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_04_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_05_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_06_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_07_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_08_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_09_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_10_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_11_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_12_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_13_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_14_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_15_mask.gif  \n",
            " extracting: train_masks/5a194c1384f3_16_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_01_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_02_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_03_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_04_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_05_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_06_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_07_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_08_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_09_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_10_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_11_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_12_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_13_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_14_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_15_mask.gif  \n",
            " extracting: train_masks/5ab34f0e3ea5_16_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_01_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_02_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_03_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_04_mask.gif  \n",
            "  inflating: train_masks/5bc30efeb7bf_05_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_06_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_07_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_08_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_09_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_10_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_11_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_12_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_13_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_14_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_15_mask.gif  \n",
            " extracting: train_masks/5bc30efeb7bf_16_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_01_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_02_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_03_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_04_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_05_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_06_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_07_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_08_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_09_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_10_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_11_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_12_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_13_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_14_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_15_mask.gif  \n",
            " extracting: train_masks/5bcde75955bb_16_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_01_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_02_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_03_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_04_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_05_mask.gif  \n",
            "  inflating: train_masks/5d95d80e10a9_06_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_07_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_08_mask.gif  \n",
            "  inflating: train_masks/5d95d80e10a9_09_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_10_mask.gif  \n",
            "  inflating: train_masks/5d95d80e10a9_11_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_12_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_13_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_14_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_15_mask.gif  \n",
            " extracting: train_masks/5d95d80e10a9_16_mask.gif  \n",
            "  inflating: train_masks/5df60cf7cab2_01_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_02_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_03_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_04_mask.gif  \n",
            "  inflating: train_masks/5df60cf7cab2_05_mask.gif  \n",
            "  inflating: train_masks/5df60cf7cab2_06_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_07_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_08_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_09_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_10_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_11_mask.gif  \n",
            "  inflating: train_masks/5df60cf7cab2_12_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_13_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_14_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_15_mask.gif  \n",
            " extracting: train_masks/5df60cf7cab2_16_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_01_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_02_mask.gif  \n",
            " extracting: train_masks/5fb012d30fd9_03_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_04_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_05_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_06_mask.gif  \n",
            " extracting: train_masks/5fb012d30fd9_07_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_08_mask.gif  \n",
            " extracting: train_masks/5fb012d30fd9_09_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_10_mask.gif  \n",
            " extracting: train_masks/5fb012d30fd9_11_mask.gif  \n",
            " extracting: train_masks/5fb012d30fd9_12_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_13_mask.gif  \n",
            "  inflating: train_masks/5fb012d30fd9_14_mask.gif  \n",
            " extracting: train_masks/5fb012d30fd9_15_mask.gif  \n",
            " extracting: train_masks/5fb012d30fd9_16_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_01_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_02_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_03_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_04_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_05_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_06_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_07_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_08_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_09_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_10_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_11_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_12_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_13_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_14_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_15_mask.gif  \n",
            " extracting: train_masks/61060ada97c9_16_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_01_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_02_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_03_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_04_mask.gif  \n",
            "  inflating: train_masks/6131a03dd028_05_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_06_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_07_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_08_mask.gif  \n",
            "  inflating: train_masks/6131a03dd028_09_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_10_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_11_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_12_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_13_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_14_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_15_mask.gif  \n",
            " extracting: train_masks/6131a03dd028_16_mask.gif  \n",
            " extracting: train_masks/630335e37f40_01_mask.gif  \n",
            " extracting: train_masks/630335e37f40_02_mask.gif  \n",
            " extracting: train_masks/630335e37f40_03_mask.gif  \n",
            " extracting: train_masks/630335e37f40_04_mask.gif  \n",
            "  inflating: train_masks/630335e37f40_05_mask.gif  \n",
            " extracting: train_masks/630335e37f40_06_mask.gif  \n",
            " extracting: train_masks/630335e37f40_07_mask.gif  \n",
            " extracting: train_masks/630335e37f40_08_mask.gif  \n",
            " extracting: train_masks/630335e37f40_09_mask.gif  \n",
            " extracting: train_masks/630335e37f40_10_mask.gif  \n",
            " extracting: train_masks/630335e37f40_11_mask.gif  \n",
            " extracting: train_masks/630335e37f40_12_mask.gif  \n",
            " extracting: train_masks/630335e37f40_13_mask.gif  \n",
            " extracting: train_masks/630335e37f40_14_mask.gif  \n",
            " extracting: train_masks/630335e37f40_15_mask.gif  \n",
            " extracting: train_masks/630335e37f40_16_mask.gif  \n",
            "  inflating: train_masks/6343156803f9_01_mask.gif  \n",
            " extracting: train_masks/6343156803f9_02_mask.gif  \n",
            " extracting: train_masks/6343156803f9_03_mask.gif  \n",
            "  inflating: train_masks/6343156803f9_04_mask.gif  \n",
            "  inflating: train_masks/6343156803f9_05_mask.gif  \n",
            " extracting: train_masks/6343156803f9_06_mask.gif  \n",
            " extracting: train_masks/6343156803f9_07_mask.gif  \n",
            " extracting: train_masks/6343156803f9_08_mask.gif  \n",
            " extracting: train_masks/6343156803f9_09_mask.gif  \n",
            " extracting: train_masks/6343156803f9_10_mask.gif  \n",
            "  inflating: train_masks/6343156803f9_11_mask.gif  \n",
            "  inflating: train_masks/6343156803f9_12_mask.gif  \n",
            "  inflating: train_masks/6343156803f9_13_mask.gif  \n",
            "  inflating: train_masks/6343156803f9_14_mask.gif  \n",
            " extracting: train_masks/6343156803f9_15_mask.gif  \n",
            " extracting: train_masks/6343156803f9_16_mask.gif  \n",
            " extracting: train_masks/64f701f36437_01_mask.gif  \n",
            "  inflating: train_masks/64f701f36437_02_mask.gif  \n",
            " extracting: train_masks/64f701f36437_03_mask.gif  \n",
            " extracting: train_masks/64f701f36437_04_mask.gif  \n",
            "  inflating: train_masks/64f701f36437_05_mask.gif  \n",
            " extracting: train_masks/64f701f36437_06_mask.gif  \n",
            " extracting: train_masks/64f701f36437_07_mask.gif  \n",
            "  inflating: train_masks/64f701f36437_08_mask.gif  \n",
            " extracting: train_masks/64f701f36437_09_mask.gif  \n",
            " extracting: train_masks/64f701f36437_10_mask.gif  \n",
            " extracting: train_masks/64f701f36437_11_mask.gif  \n",
            " extracting: train_masks/64f701f36437_12_mask.gif  \n",
            "  inflating: train_masks/64f701f36437_13_mask.gif  \n",
            "  inflating: train_masks/64f701f36437_14_mask.gif  \n",
            " extracting: train_masks/64f701f36437_15_mask.gif  \n",
            "  inflating: train_masks/64f701f36437_16_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_01_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_02_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_03_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_04_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_05_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_06_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_07_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_08_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_09_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_10_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_11_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_12_mask.gif  \n",
            "  inflating: train_masks/65051cfe0789_13_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_14_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_15_mask.gif  \n",
            " extracting: train_masks/65051cfe0789_16_mask.gif  \n",
            "  inflating: train_masks/66fea07e1152_01_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_02_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_03_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_04_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_05_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_06_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_07_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_08_mask.gif  \n",
            "  inflating: train_masks/66fea07e1152_09_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_10_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_11_mask.gif  \n",
            "  inflating: train_masks/66fea07e1152_12_mask.gif  \n",
            "  inflating: train_masks/66fea07e1152_13_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_14_mask.gif  \n",
            "  inflating: train_masks/66fea07e1152_15_mask.gif  \n",
            " extracting: train_masks/66fea07e1152_16_mask.gif  \n",
            " extracting: train_masks/6752de44b721_01_mask.gif  \n",
            " extracting: train_masks/6752de44b721_02_mask.gif  \n",
            " extracting: train_masks/6752de44b721_03_mask.gif  \n",
            " extracting: train_masks/6752de44b721_04_mask.gif  \n",
            "  inflating: train_masks/6752de44b721_05_mask.gif  \n",
            " extracting: train_masks/6752de44b721_06_mask.gif  \n",
            " extracting: train_masks/6752de44b721_07_mask.gif  \n",
            " extracting: train_masks/6752de44b721_08_mask.gif  \n",
            " extracting: train_masks/6752de44b721_09_mask.gif  \n",
            " extracting: train_masks/6752de44b721_10_mask.gif  \n",
            " extracting: train_masks/6752de44b721_11_mask.gif  \n",
            " extracting: train_masks/6752de44b721_12_mask.gif  \n",
            " extracting: train_masks/6752de44b721_13_mask.gif  \n",
            " extracting: train_masks/6752de44b721_14_mask.gif  \n",
            " extracting: train_masks/6752de44b721_15_mask.gif  \n",
            " extracting: train_masks/6752de44b721_16_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_01_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_02_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_03_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_04_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_05_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_06_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_07_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_08_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_09_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_10_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_11_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_12_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_13_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_14_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_15_mask.gif  \n",
            " extracting: train_masks/683ddec95b82_16_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_01_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_02_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_03_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_04_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_05_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_06_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_07_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_08_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_09_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_10_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_11_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_12_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_13_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_14_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_15_mask.gif  \n",
            " extracting: train_masks/68fcee2be01f_16_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_01_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_02_mask.gif  \n",
            "  inflating: train_masks/695f39dfac16_03_mask.gif  \n",
            "  inflating: train_masks/695f39dfac16_04_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_05_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_06_mask.gif  \n",
            "  inflating: train_masks/695f39dfac16_07_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_08_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_09_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_10_mask.gif  \n",
            "  inflating: train_masks/695f39dfac16_11_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_12_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_13_mask.gif  \n",
            "  inflating: train_masks/695f39dfac16_14_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_15_mask.gif  \n",
            " extracting: train_masks/695f39dfac16_16_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_01_mask.gif  \n",
            " extracting: train_masks/69915dab0755_02_mask.gif  \n",
            " extracting: train_masks/69915dab0755_03_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_04_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_05_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_06_mask.gif  \n",
            " extracting: train_masks/69915dab0755_07_mask.gif  \n",
            " extracting: train_masks/69915dab0755_08_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_09_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_10_mask.gif  \n",
            " extracting: train_masks/69915dab0755_11_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_12_mask.gif  \n",
            " extracting: train_masks/69915dab0755_13_mask.gif  \n",
            "  inflating: train_masks/69915dab0755_14_mask.gif  \n",
            " extracting: train_masks/69915dab0755_15_mask.gif  \n",
            " extracting: train_masks/69915dab0755_16_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_01_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_02_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_03_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_04_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_05_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_06_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_07_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_08_mask.gif  \n",
            "  inflating: train_masks/69fba9e8f572_09_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_10_mask.gif  \n",
            "  inflating: train_masks/69fba9e8f572_11_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_12_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_13_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_14_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_15_mask.gif  \n",
            " extracting: train_masks/69fba9e8f572_16_mask.gif  \n",
            "  inflating: train_masks/6a951d3a3131_01_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_02_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_03_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_04_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_05_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_06_mask.gif  \n",
            "  inflating: train_masks/6a951d3a3131_07_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_08_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_09_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_10_mask.gif  \n",
            "  inflating: train_masks/6a951d3a3131_11_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_12_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_13_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_14_mask.gif  \n",
            " extracting: train_masks/6a951d3a3131_15_mask.gif  \n",
            "  inflating: train_masks/6a951d3a3131_16_mask.gif  \n",
            "  inflating: train_masks/6ae670e86620_01_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_02_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_03_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_04_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_05_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_06_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_07_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_08_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_09_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_10_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_11_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_12_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_13_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_14_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_15_mask.gif  \n",
            " extracting: train_masks/6ae670e86620_16_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_01_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_02_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_03_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_04_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_05_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_06_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_07_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_08_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_09_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_10_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_11_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_12_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_13_mask.gif  \n",
            "  inflating: train_masks/6ba36af67cb0_14_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_15_mask.gif  \n",
            " extracting: train_masks/6ba36af67cb0_16_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_01_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_02_mask.gif  \n",
            " extracting: train_masks/6bf969856536_03_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_04_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_05_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_06_mask.gif  \n",
            " extracting: train_masks/6bf969856536_07_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_08_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_09_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_10_mask.gif  \n",
            " extracting: train_masks/6bf969856536_11_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_12_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_13_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_14_mask.gif  \n",
            "  inflating: train_masks/6bf969856536_15_mask.gif  \n",
            " extracting: train_masks/6bf969856536_16_mask.gif  \n",
            "  inflating: train_masks/6bfd601be25e_01_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_02_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_03_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_04_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_05_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_06_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_07_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_08_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_09_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_10_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_11_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_12_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_13_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_14_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_15_mask.gif  \n",
            " extracting: train_masks/6bfd601be25e_16_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_01_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_02_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_03_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_04_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_05_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_06_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_07_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_08_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_09_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_10_mask.gif  \n",
            "  inflating: train_masks/6bff9e10288e_11_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_12_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_13_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_14_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_15_mask.gif  \n",
            " extracting: train_masks/6bff9e10288e_16_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_01_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_02_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_03_mask.gif  \n",
            " extracting: train_masks/6c0cd487abcd_04_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_05_mask.gif  \n",
            " extracting: train_masks/6c0cd487abcd_06_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_07_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_08_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_09_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_10_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_11_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_12_mask.gif  \n",
            " extracting: train_masks/6c0cd487abcd_13_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_14_mask.gif  \n",
            "  inflating: train_masks/6c0cd487abcd_15_mask.gif  \n",
            " extracting: train_masks/6c0cd487abcd_16_mask.gif  \n",
            "  inflating: train_masks/6c3470c34408_01_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_02_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_03_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_04_mask.gif  \n",
            "  inflating: train_masks/6c3470c34408_05_mask.gif  \n",
            "  inflating: train_masks/6c3470c34408_06_mask.gif  \n",
            "  inflating: train_masks/6c3470c34408_07_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_08_mask.gif  \n",
            "  inflating: train_masks/6c3470c34408_09_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_10_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_11_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_12_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_13_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_14_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_15_mask.gif  \n",
            " extracting: train_masks/6c3470c34408_16_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_01_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_02_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_03_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_04_mask.gif  \n",
            "  inflating: train_masks/6cc98271f4dd_05_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_06_mask.gif  \n",
            "  inflating: train_masks/6cc98271f4dd_07_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_08_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_09_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_10_mask.gif  \n",
            "  inflating: train_masks/6cc98271f4dd_11_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_12_mask.gif  \n",
            "  inflating: train_masks/6cc98271f4dd_13_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_14_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_15_mask.gif  \n",
            " extracting: train_masks/6cc98271f4dd_16_mask.gif  \n",
            "  inflating: train_masks/6d21aad248e4_01_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_02_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_03_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_04_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_05_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_06_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_07_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_08_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_09_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_10_mask.gif  \n",
            "  inflating: train_masks/6d21aad248e4_11_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_12_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_13_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_14_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_15_mask.gif  \n",
            " extracting: train_masks/6d21aad248e4_16_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_01_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_02_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_03_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_04_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_05_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_06_mask.gif  \n",
            "  inflating: train_masks/6d375bc2ece1_07_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_08_mask.gif  \n",
            "  inflating: train_masks/6d375bc2ece1_09_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_10_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_11_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_12_mask.gif  \n",
            "  inflating: train_masks/6d375bc2ece1_13_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_14_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_15_mask.gif  \n",
            " extracting: train_masks/6d375bc2ece1_16_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_01_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_02_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_03_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_04_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_05_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_06_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_07_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_08_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_09_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_10_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_11_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_12_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_13_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_14_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_15_mask.gif  \n",
            " extracting: train_masks/6d77433cc7ce_16_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_01_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_02_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_03_mask.gif  \n",
            "  inflating: train_masks/6dc8783eca68_04_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_05_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_06_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_07_mask.gif  \n",
            "  inflating: train_masks/6dc8783eca68_08_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_09_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_10_mask.gif  \n",
            "  inflating: train_masks/6dc8783eca68_11_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_12_mask.gif  \n",
            "  inflating: train_masks/6dc8783eca68_13_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_14_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_15_mask.gif  \n",
            " extracting: train_masks/6dc8783eca68_16_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_01_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_02_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_03_mask.gif  \n",
            "  inflating: train_masks/6e016b8b3617_04_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_05_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_06_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_07_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_08_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_09_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_10_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_11_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_12_mask.gif  \n",
            "  inflating: train_masks/6e016b8b3617_13_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_14_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_15_mask.gif  \n",
            " extracting: train_masks/6e016b8b3617_16_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_01_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_02_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_03_mask.gif  \n",
            "  inflating: train_masks/6f6dced498c4_04_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_05_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_06_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_07_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_08_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_09_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_10_mask.gif  \n",
            "  inflating: train_masks/6f6dced498c4_11_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_12_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_13_mask.gif  \n",
            "  inflating: train_masks/6f6dced498c4_14_mask.gif  \n",
            "  inflating: train_masks/6f6dced498c4_15_mask.gif  \n",
            " extracting: train_masks/6f6dced498c4_16_mask.gif  \n",
            " extracting: train_masks/70b6a79565fe_01_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_02_mask.gif  \n",
            " extracting: train_masks/70b6a79565fe_03_mask.gif  \n",
            " extracting: train_masks/70b6a79565fe_04_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_05_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_06_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_07_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_08_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_09_mask.gif  \n",
            " extracting: train_masks/70b6a79565fe_10_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_11_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_12_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_13_mask.gif  \n",
            " extracting: train_masks/70b6a79565fe_14_mask.gif  \n",
            "  inflating: train_masks/70b6a79565fe_15_mask.gif  \n",
            " extracting: train_masks/70b6a79565fe_16_mask.gif  \n",
            " extracting: train_masks/717689f3e788_01_mask.gif  \n",
            " extracting: train_masks/717689f3e788_02_mask.gif  \n",
            " extracting: train_masks/717689f3e788_03_mask.gif  \n",
            " extracting: train_masks/717689f3e788_04_mask.gif  \n",
            "  inflating: train_masks/717689f3e788_05_mask.gif  \n",
            "  inflating: train_masks/717689f3e788_06_mask.gif  \n",
            " extracting: train_masks/717689f3e788_07_mask.gif  \n",
            " extracting: train_masks/717689f3e788_08_mask.gif  \n",
            "  inflating: train_masks/717689f3e788_09_mask.gif  \n",
            "  inflating: train_masks/717689f3e788_10_mask.gif  \n",
            "  inflating: train_masks/717689f3e788_11_mask.gif  \n",
            "  inflating: train_masks/717689f3e788_12_mask.gif  \n",
            " extracting: train_masks/717689f3e788_13_mask.gif  \n",
            " extracting: train_masks/717689f3e788_14_mask.gif  \n",
            " extracting: train_masks/717689f3e788_15_mask.gif  \n",
            "  inflating: train_masks/717689f3e788_16_mask.gif  \n",
            " extracting: train_masks/7251c8797749_01_mask.gif  \n",
            " extracting: train_masks/7251c8797749_02_mask.gif  \n",
            " extracting: train_masks/7251c8797749_03_mask.gif  \n",
            " extracting: train_masks/7251c8797749_04_mask.gif  \n",
            " extracting: train_masks/7251c8797749_05_mask.gif  \n",
            " extracting: train_masks/7251c8797749_06_mask.gif  \n",
            "  inflating: train_masks/7251c8797749_07_mask.gif  \n",
            " extracting: train_masks/7251c8797749_08_mask.gif  \n",
            " extracting: train_masks/7251c8797749_09_mask.gif  \n",
            " extracting: train_masks/7251c8797749_10_mask.gif  \n",
            "  inflating: train_masks/7251c8797749_11_mask.gif  \n",
            " extracting: train_masks/7251c8797749_12_mask.gif  \n",
            "  inflating: train_masks/7251c8797749_13_mask.gif  \n",
            "  inflating: train_masks/7251c8797749_14_mask.gif  \n",
            " extracting: train_masks/7251c8797749_15_mask.gif  \n",
            " extracting: train_masks/7251c8797749_16_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_01_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_02_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_03_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_04_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_05_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_06_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_07_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_08_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_09_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_10_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_11_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_12_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_13_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_14_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_15_mask.gif  \n",
            "  inflating: train_masks/768f299c36e1_16_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_01_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_02_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_03_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_04_mask.gif  \n",
            "  inflating: train_masks/781c5338fe02_05_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_06_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_07_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_08_mask.gif  \n",
            "  inflating: train_masks/781c5338fe02_09_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_10_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_11_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_12_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_13_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_14_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_15_mask.gif  \n",
            " extracting: train_masks/781c5338fe02_16_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_01_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_02_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_03_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_04_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_05_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_06_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_07_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_08_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_09_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_10_mask.gif  \n",
            "  inflating: train_masks/784ca55262c2_11_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_12_mask.gif  \n",
            "  inflating: train_masks/784ca55262c2_13_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_14_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_15_mask.gif  \n",
            " extracting: train_masks/784ca55262c2_16_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_01_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_02_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_03_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_04_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_05_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_06_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_07_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_08_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_09_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_10_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_11_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_12_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_13_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_14_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_15_mask.gif  \n",
            " extracting: train_masks/78bfb9c780db_16_mask.gif  \n",
            "  inflating: train_masks/78f63d808555_01_mask.gif  \n",
            " extracting: train_masks/78f63d808555_02_mask.gif  \n",
            "  inflating: train_masks/78f63d808555_03_mask.gif  \n",
            "  inflating: train_masks/78f63d808555_04_mask.gif  \n",
            "  inflating: train_masks/78f63d808555_05_mask.gif  \n",
            " extracting: train_masks/78f63d808555_06_mask.gif  \n",
            " extracting: train_masks/78f63d808555_07_mask.gif  \n",
            " extracting: train_masks/78f63d808555_08_mask.gif  \n",
            " extracting: train_masks/78f63d808555_09_mask.gif  \n",
            " extracting: train_masks/78f63d808555_10_mask.gif  \n",
            "  inflating: train_masks/78f63d808555_11_mask.gif  \n",
            "  inflating: train_masks/78f63d808555_12_mask.gif  \n",
            " extracting: train_masks/78f63d808555_13_mask.gif  \n",
            "  inflating: train_masks/78f63d808555_14_mask.gif  \n",
            " extracting: train_masks/78f63d808555_15_mask.gif  \n",
            " extracting: train_masks/78f63d808555_16_mask.gif  \n",
            "  inflating: train_masks/791c1a9775be_01_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_02_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_03_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_04_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_05_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_06_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_07_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_08_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_09_mask.gif  \n",
            "  inflating: train_masks/791c1a9775be_10_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_11_mask.gif  \n",
            "  inflating: train_masks/791c1a9775be_12_mask.gif  \n",
            "  inflating: train_masks/791c1a9775be_13_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_14_mask.gif  \n",
            "  inflating: train_masks/791c1a9775be_15_mask.gif  \n",
            " extracting: train_masks/791c1a9775be_16_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_01_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_02_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_03_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_04_mask.gif  \n",
            "  inflating: train_masks/795d2ee07ce2_05_mask.gif  \n",
            "  inflating: train_masks/795d2ee07ce2_06_mask.gif  \n",
            "  inflating: train_masks/795d2ee07ce2_07_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_08_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_09_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_10_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_11_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_12_mask.gif  \n",
            "  inflating: train_masks/795d2ee07ce2_13_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_14_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_15_mask.gif  \n",
            " extracting: train_masks/795d2ee07ce2_16_mask.gif  \n",
            " extracting: train_masks/79a7691a90b1_01_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_02_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_03_mask.gif  \n",
            " extracting: train_masks/79a7691a90b1_04_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_05_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_06_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_07_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_08_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_09_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_10_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_11_mask.gif  \n",
            " extracting: train_masks/79a7691a90b1_12_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_13_mask.gif  \n",
            " extracting: train_masks/79a7691a90b1_14_mask.gif  \n",
            " extracting: train_masks/79a7691a90b1_15_mask.gif  \n",
            "  inflating: train_masks/79a7691a90b1_16_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_01_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_02_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_03_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_04_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_05_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_06_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_07_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_08_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_09_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_10_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_11_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_12_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_13_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_14_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_15_mask.gif  \n",
            " extracting: train_masks/7ab9747cf6d7_16_mask.gif  \n",
            " extracting: train_masks/7abaa38c227f_01_mask.gif  \n",
            " extracting: train_masks/7abaa38c227f_02_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_03_mask.gif  \n",
            " extracting: train_masks/7abaa38c227f_04_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_05_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_06_mask.gif  \n",
            " extracting: train_masks/7abaa38c227f_07_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_08_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_09_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_10_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_11_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_12_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_13_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_14_mask.gif  \n",
            "  inflating: train_masks/7abaa38c227f_15_mask.gif  \n",
            " extracting: train_masks/7abaa38c227f_16_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_01_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_02_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_03_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_04_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_05_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_06_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_07_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_08_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_09_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_10_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_11_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_12_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_13_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_14_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_15_mask.gif  \n",
            "  inflating: train_masks/7ac210ba75a1_16_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_01_mask.gif  \n",
            " extracting: train_masks/7bd1142155ae_02_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_03_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_04_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_05_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_06_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_07_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_08_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_09_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_10_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_11_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_12_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_13_mask.gif  \n",
            "  inflating: train_masks/7bd1142155ae_14_mask.gif  \n",
            " extracting: train_masks/7bd1142155ae_15_mask.gif  \n",
            " extracting: train_masks/7bd1142155ae_16_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_01_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_02_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_03_mask.gif  \n",
            "  inflating: train_masks/7fbc761387f3_04_mask.gif  \n",
            "  inflating: train_masks/7fbc761387f3_05_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_06_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_07_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_08_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_09_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_10_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_11_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_12_mask.gif  \n",
            "  inflating: train_masks/7fbc761387f3_13_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_14_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_15_mask.gif  \n",
            " extracting: train_masks/7fbc761387f3_16_mask.gif  \n",
            "  inflating: train_masks/82f72273d23e_01_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_02_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_03_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_04_mask.gif  \n",
            "  inflating: train_masks/82f72273d23e_05_mask.gif  \n",
            "  inflating: train_masks/82f72273d23e_06_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_07_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_08_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_09_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_10_mask.gif  \n",
            "  inflating: train_masks/82f72273d23e_11_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_12_mask.gif  \n",
            "  inflating: train_masks/82f72273d23e_13_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_14_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_15_mask.gif  \n",
            " extracting: train_masks/82f72273d23e_16_mask.gif  \n",
            "  inflating: train_masks/843763f47895_01_mask.gif  \n",
            " extracting: train_masks/843763f47895_02_mask.gif  \n",
            " extracting: train_masks/843763f47895_03_mask.gif  \n",
            " extracting: train_masks/843763f47895_04_mask.gif  \n",
            " extracting: train_masks/843763f47895_05_mask.gif  \n",
            "  inflating: train_masks/843763f47895_06_mask.gif  \n",
            " extracting: train_masks/843763f47895_07_mask.gif  \n",
            " extracting: train_masks/843763f47895_08_mask.gif  \n",
            " extracting: train_masks/843763f47895_09_mask.gif  \n",
            "  inflating: train_masks/843763f47895_10_mask.gif  \n",
            " extracting: train_masks/843763f47895_11_mask.gif  \n",
            "  inflating: train_masks/843763f47895_12_mask.gif  \n",
            "  inflating: train_masks/843763f47895_13_mask.gif  \n",
            " extracting: train_masks/843763f47895_14_mask.gif  \n",
            " extracting: train_masks/843763f47895_15_mask.gif  \n",
            " extracting: train_masks/843763f47895_16_mask.gif  \n",
            " extracting: train_masks/858841907a4a_01_mask.gif  \n",
            " extracting: train_masks/858841907a4a_02_mask.gif  \n",
            " extracting: train_masks/858841907a4a_03_mask.gif  \n",
            " extracting: train_masks/858841907a4a_04_mask.gif  \n",
            "  inflating: train_masks/858841907a4a_05_mask.gif  \n",
            " extracting: train_masks/858841907a4a_06_mask.gif  \n",
            " extracting: train_masks/858841907a4a_07_mask.gif  \n",
            " extracting: train_masks/858841907a4a_08_mask.gif  \n",
            " extracting: train_masks/858841907a4a_09_mask.gif  \n",
            " extracting: train_masks/858841907a4a_10_mask.gif  \n",
            " extracting: train_masks/858841907a4a_11_mask.gif  \n",
            "  inflating: train_masks/858841907a4a_12_mask.gif  \n",
            " extracting: train_masks/858841907a4a_13_mask.gif  \n",
            " extracting: train_masks/858841907a4a_14_mask.gif  \n",
            " extracting: train_masks/858841907a4a_15_mask.gif  \n",
            " extracting: train_masks/858841907a4a_16_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_01_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_02_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_03_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_04_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_05_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_06_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_07_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_08_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_09_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_10_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_11_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_12_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_13_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_14_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_15_mask.gif  \n",
            " extracting: train_masks/85bc655a7523_16_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_01_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_02_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_03_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_04_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_05_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_06_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_07_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_08_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_09_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_10_mask.gif  \n",
            "  inflating: train_masks/85cba1a00135_11_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_12_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_13_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_14_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_15_mask.gif  \n",
            " extracting: train_masks/85cba1a00135_16_mask.gif  \n",
            " extracting: train_masks/8603668953a6_01_mask.gif  \n",
            " extracting: train_masks/8603668953a6_02_mask.gif  \n",
            " extracting: train_masks/8603668953a6_03_mask.gif  \n",
            " extracting: train_masks/8603668953a6_04_mask.gif  \n",
            " extracting: train_masks/8603668953a6_05_mask.gif  \n",
            " extracting: train_masks/8603668953a6_06_mask.gif  \n",
            " extracting: train_masks/8603668953a6_07_mask.gif  \n",
            " extracting: train_masks/8603668953a6_08_mask.gif  \n",
            " extracting: train_masks/8603668953a6_09_mask.gif  \n",
            " extracting: train_masks/8603668953a6_10_mask.gif  \n",
            " extracting: train_masks/8603668953a6_11_mask.gif  \n",
            " extracting: train_masks/8603668953a6_12_mask.gif  \n",
            " extracting: train_masks/8603668953a6_13_mask.gif  \n",
            " extracting: train_masks/8603668953a6_14_mask.gif  \n",
            " extracting: train_masks/8603668953a6_15_mask.gif  \n",
            " extracting: train_masks/8603668953a6_16_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_01_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_02_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_03_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_04_mask.gif  \n",
            "  inflating: train_masks/86c10c8c6206_05_mask.gif  \n",
            "  inflating: train_masks/86c10c8c6206_06_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_07_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_08_mask.gif  \n",
            "  inflating: train_masks/86c10c8c6206_09_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_10_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_11_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_12_mask.gif  \n",
            "  inflating: train_masks/86c10c8c6206_13_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_14_mask.gif  \n",
            "  inflating: train_masks/86c10c8c6206_15_mask.gif  \n",
            " extracting: train_masks/86c10c8c6206_16_mask.gif  \n",
            " extracting: train_masks/878738468f6b_01_mask.gif  \n",
            " extracting: train_masks/878738468f6b_02_mask.gif  \n",
            " extracting: train_masks/878738468f6b_03_mask.gif  \n",
            " extracting: train_masks/878738468f6b_04_mask.gif  \n",
            " extracting: train_masks/878738468f6b_05_mask.gif  \n",
            " extracting: train_masks/878738468f6b_06_mask.gif  \n",
            " extracting: train_masks/878738468f6b_07_mask.gif  \n",
            " extracting: train_masks/878738468f6b_08_mask.gif  \n",
            " extracting: train_masks/878738468f6b_09_mask.gif  \n",
            " extracting: train_masks/878738468f6b_10_mask.gif  \n",
            " extracting: train_masks/878738468f6b_11_mask.gif  \n",
            " extracting: train_masks/878738468f6b_12_mask.gif  \n",
            " extracting: train_masks/878738468f6b_13_mask.gif  \n",
            " extracting: train_masks/878738468f6b_14_mask.gif  \n",
            " extracting: train_masks/878738468f6b_15_mask.gif  \n",
            " extracting: train_masks/878738468f6b_16_mask.gif  \n",
            " extracting: train_masks/87e334269396_01_mask.gif  \n",
            " extracting: train_masks/87e334269396_02_mask.gif  \n",
            " extracting: train_masks/87e334269396_03_mask.gif  \n",
            " extracting: train_masks/87e334269396_04_mask.gif  \n",
            "  inflating: train_masks/87e334269396_05_mask.gif  \n",
            "  inflating: train_masks/87e334269396_06_mask.gif  \n",
            "  inflating: train_masks/87e334269396_07_mask.gif  \n",
            "  inflating: train_masks/87e334269396_08_mask.gif  \n",
            "  inflating: train_masks/87e334269396_09_mask.gif  \n",
            "  inflating: train_masks/87e334269396_10_mask.gif  \n",
            "  inflating: train_masks/87e334269396_11_mask.gif  \n",
            "  inflating: train_masks/87e334269396_12_mask.gif  \n",
            "  inflating: train_masks/87e334269396_13_mask.gif  \n",
            " extracting: train_masks/87e334269396_14_mask.gif  \n",
            " extracting: train_masks/87e334269396_15_mask.gif  \n",
            " extracting: train_masks/87e334269396_16_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_01_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_02_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_03_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_04_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_05_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_06_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_07_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_08_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_09_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_10_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_11_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_12_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_13_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_14_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_15_mask.gif  \n",
            " extracting: train_masks/880ab8468df2_16_mask.gif  \n",
            " extracting: train_masks/880fec285c06_01_mask.gif  \n",
            " extracting: train_masks/880fec285c06_02_mask.gif  \n",
            " extracting: train_masks/880fec285c06_03_mask.gif  \n",
            " extracting: train_masks/880fec285c06_04_mask.gif  \n",
            " extracting: train_masks/880fec285c06_05_mask.gif  \n",
            "  inflating: train_masks/880fec285c06_06_mask.gif  \n",
            " extracting: train_masks/880fec285c06_07_mask.gif  \n",
            " extracting: train_masks/880fec285c06_08_mask.gif  \n",
            " extracting: train_masks/880fec285c06_09_mask.gif  \n",
            " extracting: train_masks/880fec285c06_10_mask.gif  \n",
            " extracting: train_masks/880fec285c06_11_mask.gif  \n",
            " extracting: train_masks/880fec285c06_12_mask.gif  \n",
            " extracting: train_masks/880fec285c06_13_mask.gif  \n",
            " extracting: train_masks/880fec285c06_14_mask.gif  \n",
            " extracting: train_masks/880fec285c06_15_mask.gif  \n",
            " extracting: train_masks/880fec285c06_16_mask.gif  \n",
            " extracting: train_masks/888e04d96663_01_mask.gif  \n",
            " extracting: train_masks/888e04d96663_02_mask.gif  \n",
            " extracting: train_masks/888e04d96663_03_mask.gif  \n",
            " extracting: train_masks/888e04d96663_04_mask.gif  \n",
            " extracting: train_masks/888e04d96663_05_mask.gif  \n",
            "  inflating: train_masks/888e04d96663_06_mask.gif  \n",
            " extracting: train_masks/888e04d96663_07_mask.gif  \n",
            " extracting: train_masks/888e04d96663_08_mask.gif  \n",
            "  inflating: train_masks/888e04d96663_09_mask.gif  \n",
            " extracting: train_masks/888e04d96663_10_mask.gif  \n",
            " extracting: train_masks/888e04d96663_11_mask.gif  \n",
            "  inflating: train_masks/888e04d96663_12_mask.gif  \n",
            " extracting: train_masks/888e04d96663_13_mask.gif  \n",
            " extracting: train_masks/888e04d96663_14_mask.gif  \n",
            " extracting: train_masks/888e04d96663_15_mask.gif  \n",
            " extracting: train_masks/888e04d96663_16_mask.gif  \n",
            "  inflating: train_masks/88bc32b9e1d9_01_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_02_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_03_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_04_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_05_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_06_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_07_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_08_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_09_mask.gif  \n",
            "  inflating: train_masks/88bc32b9e1d9_10_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_11_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_12_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_13_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_14_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_15_mask.gif  \n",
            " extracting: train_masks/88bc32b9e1d9_16_mask.gif  \n",
            "  inflating: train_masks/898339fab87a_01_mask.gif  \n",
            " extracting: train_masks/898339fab87a_02_mask.gif  \n",
            " extracting: train_masks/898339fab87a_03_mask.gif  \n",
            " extracting: train_masks/898339fab87a_04_mask.gif  \n",
            "  inflating: train_masks/898339fab87a_05_mask.gif  \n",
            " extracting: train_masks/898339fab87a_06_mask.gif  \n",
            " extracting: train_masks/898339fab87a_07_mask.gif  \n",
            " extracting: train_masks/898339fab87a_08_mask.gif  \n",
            "  inflating: train_masks/898339fab87a_09_mask.gif  \n",
            "  inflating: train_masks/898339fab87a_10_mask.gif  \n",
            " extracting: train_masks/898339fab87a_11_mask.gif  \n",
            " extracting: train_masks/898339fab87a_12_mask.gif  \n",
            " extracting: train_masks/898339fab87a_13_mask.gif  \n",
            " extracting: train_masks/898339fab87a_14_mask.gif  \n",
            " extracting: train_masks/898339fab87a_15_mask.gif  \n",
            " extracting: train_masks/898339fab87a_16_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_01_mask.gif  \n",
            " extracting: train_masks/8b4b87ad7be6_02_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_03_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_04_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_05_mask.gif  \n",
            " extracting: train_masks/8b4b87ad7be6_06_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_07_mask.gif  \n",
            " extracting: train_masks/8b4b87ad7be6_08_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_09_mask.gif  \n",
            " extracting: train_masks/8b4b87ad7be6_10_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_11_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_12_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_13_mask.gif  \n",
            "  inflating: train_masks/8b4b87ad7be6_14_mask.gif  \n",
            " extracting: train_masks/8b4b87ad7be6_15_mask.gif  \n",
            " extracting: train_masks/8b4b87ad7be6_16_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_01_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_02_mask.gif  \n",
            "  inflating: train_masks/8b88fb784951_03_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_04_mask.gif  \n",
            "  inflating: train_masks/8b88fb784951_05_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_06_mask.gif  \n",
            "  inflating: train_masks/8b88fb784951_07_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_08_mask.gif  \n",
            "  inflating: train_masks/8b88fb784951_09_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_10_mask.gif  \n",
            "  inflating: train_masks/8b88fb784951_11_mask.gif  \n",
            "  inflating: train_masks/8b88fb784951_12_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_13_mask.gif  \n",
            "  inflating: train_masks/8b88fb784951_14_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_15_mask.gif  \n",
            " extracting: train_masks/8b88fb784951_16_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_01_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_02_mask.gif  \n",
            "  inflating: train_masks/8d1a6723c458_03_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_04_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_05_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_06_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_07_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_08_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_09_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_10_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_11_mask.gif  \n",
            "  inflating: train_masks/8d1a6723c458_12_mask.gif  \n",
            "  inflating: train_masks/8d1a6723c458_13_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_14_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_15_mask.gif  \n",
            " extracting: train_masks/8d1a6723c458_16_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_01_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_02_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_03_mask.gif  \n",
            "  inflating: train_masks/8d5423cb763c_04_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_05_mask.gif  \n",
            "  inflating: train_masks/8d5423cb763c_06_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_07_mask.gif  \n",
            "  inflating: train_masks/8d5423cb763c_08_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_09_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_10_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_11_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_12_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_13_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_14_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_15_mask.gif  \n",
            " extracting: train_masks/8d5423cb763c_16_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_01_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_02_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_03_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_04_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_05_mask.gif  \n",
            "  inflating: train_masks/8d78483ce302_06_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_07_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_08_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_09_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_10_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_11_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_12_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_13_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_14_mask.gif  \n",
            "  inflating: train_masks/8d78483ce302_15_mask.gif  \n",
            " extracting: train_masks/8d78483ce302_16_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_01_mask.gif  \n",
            " extracting: train_masks/90b65c521a8b_02_mask.gif  \n",
            " extracting: train_masks/90b65c521a8b_03_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_04_mask.gif  \n",
            " extracting: train_masks/90b65c521a8b_05_mask.gif  \n",
            " extracting: train_masks/90b65c521a8b_06_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_07_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_08_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_09_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_10_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_11_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_12_mask.gif  \n",
            " extracting: train_masks/90b65c521a8b_13_mask.gif  \n",
            " extracting: train_masks/90b65c521a8b_14_mask.gif  \n",
            "  inflating: train_masks/90b65c521a8b_15_mask.gif  \n",
            " extracting: train_masks/90b65c521a8b_16_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_01_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_02_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_03_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_04_mask.gif  \n",
            "  inflating: train_masks/90fdd8932877_05_mask.gif  \n",
            "  inflating: train_masks/90fdd8932877_06_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_07_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_08_mask.gif  \n",
            "  inflating: train_masks/90fdd8932877_09_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_10_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_11_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_12_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_13_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_14_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_15_mask.gif  \n",
            " extracting: train_masks/90fdd8932877_16_mask.gif  \n",
            " extracting: train_masks/917f262f1608_01_mask.gif  \n",
            " extracting: train_masks/917f262f1608_02_mask.gif  \n",
            " extracting: train_masks/917f262f1608_03_mask.gif  \n",
            " extracting: train_masks/917f262f1608_04_mask.gif  \n",
            "  inflating: train_masks/917f262f1608_05_mask.gif  \n",
            " extracting: train_masks/917f262f1608_06_mask.gif  \n",
            "  inflating: train_masks/917f262f1608_07_mask.gif  \n",
            " extracting: train_masks/917f262f1608_08_mask.gif  \n",
            "  inflating: train_masks/917f262f1608_09_mask.gif  \n",
            " extracting: train_masks/917f262f1608_10_mask.gif  \n",
            "  inflating: train_masks/917f262f1608_11_mask.gif  \n",
            " extracting: train_masks/917f262f1608_12_mask.gif  \n",
            " extracting: train_masks/917f262f1608_13_mask.gif  \n",
            " extracting: train_masks/917f262f1608_14_mask.gif  \n",
            " extracting: train_masks/917f262f1608_15_mask.gif  \n",
            " extracting: train_masks/917f262f1608_16_mask.gif  \n",
            " extracting: train_masks/9274d0b3caa8_01_mask.gif  \n",
            " extracting: train_masks/9274d0b3caa8_02_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_03_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_04_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_05_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_06_mask.gif  \n",
            " extracting: train_masks/9274d0b3caa8_07_mask.gif  \n",
            " extracting: train_masks/9274d0b3caa8_08_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_09_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_10_mask.gif  \n",
            " extracting: train_masks/9274d0b3caa8_11_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_12_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_13_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_14_mask.gif  \n",
            "  inflating: train_masks/9274d0b3caa8_15_mask.gif  \n",
            " extracting: train_masks/9274d0b3caa8_16_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_01_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_02_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_03_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_04_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_05_mask.gif  \n",
            "  inflating: train_masks/93881caf9f70_06_mask.gif  \n",
            "  inflating: train_masks/93881caf9f70_07_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_08_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_09_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_10_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_11_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_12_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_13_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_14_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_15_mask.gif  \n",
            " extracting: train_masks/93881caf9f70_16_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_01_mask.gif  \n",
            " extracting: train_masks/98ee0624de87_02_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_03_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_04_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_05_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_06_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_07_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_08_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_09_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_10_mask.gif  \n",
            " extracting: train_masks/98ee0624de87_11_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_12_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_13_mask.gif  \n",
            " extracting: train_masks/98ee0624de87_14_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_15_mask.gif  \n",
            "  inflating: train_masks/98ee0624de87_16_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_01_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_02_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_03_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_04_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_05_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_06_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_07_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_08_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_09_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_10_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_11_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_12_mask.gif  \n",
            "  inflating: train_masks/99639c826ea5_13_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_14_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_15_mask.gif  \n",
            " extracting: train_masks/99639c826ea5_16_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_01_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_02_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_03_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_04_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_05_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_06_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_07_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_08_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_09_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_10_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_11_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_12_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_13_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_14_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_15_mask.gif  \n",
            " extracting: train_masks/9a2bfb24ba6e_16_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_01_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_02_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_03_mask.gif  \n",
            "  inflating: train_masks/9ab2a45de8c7_04_mask.gif  \n",
            "  inflating: train_masks/9ab2a45de8c7_05_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_06_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_07_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_08_mask.gif  \n",
            "  inflating: train_masks/9ab2a45de8c7_09_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_10_mask.gif  \n",
            "  inflating: train_masks/9ab2a45de8c7_11_mask.gif  \n",
            "  inflating: train_masks/9ab2a45de8c7_12_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_13_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_14_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_15_mask.gif  \n",
            " extracting: train_masks/9ab2a45de8c7_16_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_01_mask.gif  \n",
            " extracting: train_masks/9c2e82c23803_02_mask.gif  \n",
            " extracting: train_masks/9c2e82c23803_03_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_04_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_05_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_06_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_07_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_08_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_09_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_10_mask.gif  \n",
            " extracting: train_masks/9c2e82c23803_11_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_12_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_13_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_14_mask.gif  \n",
            " extracting: train_masks/9c2e82c23803_15_mask.gif  \n",
            "  inflating: train_masks/9c2e82c23803_16_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_01_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_02_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_03_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_04_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_05_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_06_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_07_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_08_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_09_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_10_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_11_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_12_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_13_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_14_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_15_mask.gif  \n",
            " extracting: train_masks/9cc257b449d0_16_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_01_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_02_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_03_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_04_mask.gif  \n",
            "  inflating: train_masks/9d8c465a0881_05_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_06_mask.gif  \n",
            "  inflating: train_masks/9d8c465a0881_07_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_08_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_09_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_10_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_11_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_12_mask.gif  \n",
            "  inflating: train_masks/9d8c465a0881_13_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_14_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_15_mask.gif  \n",
            " extracting: train_masks/9d8c465a0881_16_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_01_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_02_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_03_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_04_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_05_mask.gif  \n",
            "  inflating: train_masks/9dfaeb835626_06_mask.gif  \n",
            "  inflating: train_masks/9dfaeb835626_07_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_08_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_09_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_10_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_11_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_12_mask.gif  \n",
            "  inflating: train_masks/9dfaeb835626_13_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_14_mask.gif  \n",
            "  inflating: train_masks/9dfaeb835626_15_mask.gif  \n",
            " extracting: train_masks/9dfaeb835626_16_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_01_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_02_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_03_mask.gif  \n",
            "  inflating: train_masks/a070dbb32d2b_04_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_05_mask.gif  \n",
            "  inflating: train_masks/a070dbb32d2b_06_mask.gif  \n",
            "  inflating: train_masks/a070dbb32d2b_07_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_08_mask.gif  \n",
            "  inflating: train_masks/a070dbb32d2b_09_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_10_mask.gif  \n",
            "  inflating: train_masks/a070dbb32d2b_11_mask.gif  \n",
            "  inflating: train_masks/a070dbb32d2b_12_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_13_mask.gif  \n",
            "  inflating: train_masks/a070dbb32d2b_14_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_15_mask.gif  \n",
            " extracting: train_masks/a070dbb32d2b_16_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_01_mask.gif  \n",
            " extracting: train_masks/a078586ccdee_02_mask.gif  \n",
            " extracting: train_masks/a078586ccdee_03_mask.gif  \n",
            " extracting: train_masks/a078586ccdee_04_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_05_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_06_mask.gif  \n",
            " extracting: train_masks/a078586ccdee_07_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_08_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_09_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_10_mask.gif  \n",
            " extracting: train_masks/a078586ccdee_11_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_12_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_13_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_14_mask.gif  \n",
            " extracting: train_masks/a078586ccdee_15_mask.gif  \n",
            "  inflating: train_masks/a078586ccdee_16_mask.gif  \n",
            " extracting: train_masks/a1038b207299_01_mask.gif  \n",
            " extracting: train_masks/a1038b207299_02_mask.gif  \n",
            " extracting: train_masks/a1038b207299_03_mask.gif  \n",
            " extracting: train_masks/a1038b207299_04_mask.gif  \n",
            " extracting: train_masks/a1038b207299_05_mask.gif  \n",
            " extracting: train_masks/a1038b207299_06_mask.gif  \n",
            "  inflating: train_masks/a1038b207299_07_mask.gif  \n",
            "  inflating: train_masks/a1038b207299_08_mask.gif  \n",
            " extracting: train_masks/a1038b207299_09_mask.gif  \n",
            " extracting: train_masks/a1038b207299_10_mask.gif  \n",
            "  inflating: train_masks/a1038b207299_11_mask.gif  \n",
            " extracting: train_masks/a1038b207299_12_mask.gif  \n",
            " extracting: train_masks/a1038b207299_13_mask.gif  \n",
            " extracting: train_masks/a1038b207299_14_mask.gif  \n",
            " extracting: train_masks/a1038b207299_15_mask.gif  \n",
            " extracting: train_masks/a1038b207299_16_mask.gif  \n",
            "  inflating: train_masks/a2df64508b97_01_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_02_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_03_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_04_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_05_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_06_mask.gif  \n",
            "  inflating: train_masks/a2df64508b97_07_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_08_mask.gif  \n",
            "  inflating: train_masks/a2df64508b97_09_mask.gif  \n",
            "  inflating: train_masks/a2df64508b97_10_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_11_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_12_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_13_mask.gif  \n",
            "  inflating: train_masks/a2df64508b97_14_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_15_mask.gif  \n",
            " extracting: train_masks/a2df64508b97_16_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_01_mask.gif  \n",
            " extracting: train_masks/a3e2e104d58a_02_mask.gif  \n",
            " extracting: train_masks/a3e2e104d58a_03_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_04_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_05_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_06_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_07_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_08_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_09_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_10_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_11_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_12_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_13_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_14_mask.gif  \n",
            " extracting: train_masks/a3e2e104d58a_15_mask.gif  \n",
            "  inflating: train_masks/a3e2e104d58a_16_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_01_mask.gif  \n",
            " extracting: train_masks/a4551c5409e3_02_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_03_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_04_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_05_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_06_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_07_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_08_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_09_mask.gif  \n",
            " extracting: train_masks/a4551c5409e3_10_mask.gif  \n",
            " extracting: train_masks/a4551c5409e3_11_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_12_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_13_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_14_mask.gif  \n",
            "  inflating: train_masks/a4551c5409e3_15_mask.gif  \n",
            " extracting: train_masks/a4551c5409e3_16_mask.gif  \n",
            "  inflating: train_masks/a46baa0b3ac0_01_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_02_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_03_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_04_mask.gif  \n",
            "  inflating: train_masks/a46baa0b3ac0_05_mask.gif  \n",
            "  inflating: train_masks/a46baa0b3ac0_06_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_07_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_08_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_09_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_10_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_11_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_12_mask.gif  \n",
            "  inflating: train_masks/a46baa0b3ac0_13_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_14_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_15_mask.gif  \n",
            " extracting: train_masks/a46baa0b3ac0_16_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_01_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_02_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_03_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_04_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_05_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_06_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_07_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_08_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_09_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_10_mask.gif  \n",
            "  inflating: train_masks/a56f923399ca_11_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_12_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_13_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_14_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_15_mask.gif  \n",
            " extracting: train_masks/a56f923399ca_16_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_01_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_02_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_03_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_04_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_05_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_06_mask.gif  \n",
            "  inflating: train_masks/a5fea424990e_07_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_08_mask.gif  \n",
            "  inflating: train_masks/a5fea424990e_09_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_10_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_11_mask.gif  \n",
            "  inflating: train_masks/a5fea424990e_12_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_13_mask.gif  \n",
            "  inflating: train_masks/a5fea424990e_14_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_15_mask.gif  \n",
            " extracting: train_masks/a5fea424990e_16_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_01_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_02_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_03_mask.gif  \n",
            "  inflating: train_masks/a7b9e343cf6b_04_mask.gif  \n",
            "  inflating: train_masks/a7b9e343cf6b_05_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_06_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_07_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_08_mask.gif  \n",
            "  inflating: train_masks/a7b9e343cf6b_09_mask.gif  \n",
            "  inflating: train_masks/a7b9e343cf6b_10_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_11_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_12_mask.gif  \n",
            "  inflating: train_masks/a7b9e343cf6b_13_mask.gif  \n",
            "  inflating: train_masks/a7b9e343cf6b_14_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_15_mask.gif  \n",
            " extracting: train_masks/a7b9e343cf6b_16_mask.gif  \n",
            "  inflating: train_masks/a7c1ef8d9cc9_01_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_02_mask.gif  \n",
            "  inflating: train_masks/a7c1ef8d9cc9_03_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_04_mask.gif  \n",
            "  inflating: train_masks/a7c1ef8d9cc9_05_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_06_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_07_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_08_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_09_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_10_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_11_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_12_mask.gif  \n",
            "  inflating: train_masks/a7c1ef8d9cc9_13_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_14_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_15_mask.gif  \n",
            " extracting: train_masks/a7c1ef8d9cc9_16_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_01_mask.gif  \n",
            "  inflating: train_masks/acb0fd30b83d_02_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_03_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_04_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_05_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_06_mask.gif  \n",
            "  inflating: train_masks/acb0fd30b83d_07_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_08_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_09_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_10_mask.gif  \n",
            "  inflating: train_masks/acb0fd30b83d_11_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_12_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_13_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_14_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_15_mask.gif  \n",
            " extracting: train_masks/acb0fd30b83d_16_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_01_mask.gif  \n",
            " extracting: train_masks/ad5a6a058944_02_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_03_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_04_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_05_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_06_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_07_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_08_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_09_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_10_mask.gif  \n",
            " extracting: train_masks/ad5a6a058944_11_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_12_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_13_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_14_mask.gif  \n",
            "  inflating: train_masks/ad5a6a058944_15_mask.gif  \n",
            " extracting: train_masks/ad5a6a058944_16_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_01_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_02_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_03_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_04_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_05_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_06_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_07_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_08_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_09_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_10_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_11_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_12_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_13_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_14_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_15_mask.gif  \n",
            " extracting: train_masks/ae296a20fdd9_16_mask.gif  \n",
            "  inflating: train_masks/b1a27da4f01c_01_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_02_mask.gif  \n",
            "  inflating: train_masks/b1a27da4f01c_03_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_04_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_05_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_06_mask.gif  \n",
            "  inflating: train_masks/b1a27da4f01c_07_mask.gif  \n",
            "  inflating: train_masks/b1a27da4f01c_08_mask.gif  \n",
            "  inflating: train_masks/b1a27da4f01c_09_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_10_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_11_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_12_mask.gif  \n",
            "  inflating: train_masks/b1a27da4f01c_13_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_14_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_15_mask.gif  \n",
            " extracting: train_masks/b1a27da4f01c_16_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_01_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_02_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_03_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_04_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_05_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_06_mask.gif  \n",
            "  inflating: train_masks/b24fd9084449_07_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_08_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_09_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_10_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_11_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_12_mask.gif  \n",
            "  inflating: train_masks/b24fd9084449_13_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_14_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_15_mask.gif  \n",
            " extracting: train_masks/b24fd9084449_16_mask.gif  \n",
            "  inflating: train_masks/b38c4e132183_01_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_02_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_03_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_04_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_05_mask.gif  \n",
            "  inflating: train_masks/b38c4e132183_06_mask.gif  \n",
            "  inflating: train_masks/b38c4e132183_07_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_08_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_09_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_10_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_11_mask.gif  \n",
            "  inflating: train_masks/b38c4e132183_12_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_13_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_14_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_15_mask.gif  \n",
            " extracting: train_masks/b38c4e132183_16_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_01_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_02_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_03_mask.gif  \n",
            "  inflating: train_masks/b44091aa62e4_04_mask.gif  \n",
            "  inflating: train_masks/b44091aa62e4_05_mask.gif  \n",
            "  inflating: train_masks/b44091aa62e4_06_mask.gif  \n",
            "  inflating: train_masks/b44091aa62e4_07_mask.gif  \n",
            "  inflating: train_masks/b44091aa62e4_08_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_09_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_10_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_11_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_12_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_13_mask.gif  \n",
            "  inflating: train_masks/b44091aa62e4_14_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_15_mask.gif  \n",
            " extracting: train_masks/b44091aa62e4_16_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_01_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_02_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_03_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_04_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_05_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_06_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_07_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_08_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_09_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_10_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_11_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_12_mask.gif  \n",
            "  inflating: train_masks/b58cc561e560_13_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_14_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_15_mask.gif  \n",
            " extracting: train_masks/b58cc561e560_16_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_01_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_02_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_03_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_04_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_05_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_06_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_07_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_08_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_09_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_10_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_11_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_12_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_13_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_14_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_15_mask.gif  \n",
            "  inflating: train_masks/b63a6f7952d4_16_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_01_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_02_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_03_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_04_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_05_mask.gif  \n",
            "  inflating: train_masks/b98c63cd6102_06_mask.gif  \n",
            "  inflating: train_masks/b98c63cd6102_07_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_08_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_09_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_10_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_11_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_12_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_13_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_14_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_15_mask.gif  \n",
            " extracting: train_masks/b98c63cd6102_16_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_01_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_02_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_03_mask.gif  \n",
            "  inflating: train_masks/ba7e7421003b_04_mask.gif  \n",
            "  inflating: train_masks/ba7e7421003b_05_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_06_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_07_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_08_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_09_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_10_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_11_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_12_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_13_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_14_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_15_mask.gif  \n",
            " extracting: train_masks/ba7e7421003b_16_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_01_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_02_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_03_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_04_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_05_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_06_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_07_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_08_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_09_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_10_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_11_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_12_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_13_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_14_mask.gif  \n",
            "  inflating: train_masks/bad53871c7d9_15_mask.gif  \n",
            " extracting: train_masks/bad53871c7d9_16_mask.gif  \n",
            "  inflating: train_masks/bb2f95262773_01_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_02_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_03_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_04_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_05_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_06_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_07_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_08_mask.gif  \n",
            "  inflating: train_masks/bb2f95262773_09_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_10_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_11_mask.gif  \n",
            "  inflating: train_masks/bb2f95262773_12_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_13_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_14_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_15_mask.gif  \n",
            " extracting: train_masks/bb2f95262773_16_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_01_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_02_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_03_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_04_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_05_mask.gif  \n",
            "  inflating: train_masks/bb7625a3f1d4_06_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_07_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_08_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_09_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_10_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_11_mask.gif  \n",
            "  inflating: train_masks/bb7625a3f1d4_12_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_13_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_14_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_15_mask.gif  \n",
            " extracting: train_masks/bb7625a3f1d4_16_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_01_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_02_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_03_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_04_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_05_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_06_mask.gif  \n",
            "  inflating: train_masks/bd8d5780ed04_07_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_08_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_09_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_10_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_11_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_12_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_13_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_14_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_15_mask.gif  \n",
            " extracting: train_masks/bd8d5780ed04_16_mask.gif  \n",
            "  inflating: train_masks/be86e79f1225_01_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_02_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_03_mask.gif  \n",
            "  inflating: train_masks/be86e79f1225_04_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_05_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_06_mask.gif  \n",
            "  inflating: train_masks/be86e79f1225_07_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_08_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_09_mask.gif  \n",
            "  inflating: train_masks/be86e79f1225_10_mask.gif  \n",
            "  inflating: train_masks/be86e79f1225_11_mask.gif  \n",
            "  inflating: train_masks/be86e79f1225_12_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_13_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_14_mask.gif  \n",
            "  inflating: train_masks/be86e79f1225_15_mask.gif  \n",
            " extracting: train_masks/be86e79f1225_16_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_01_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_02_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_03_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_04_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_05_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_06_mask.gif  \n",
            "  inflating: train_masks/bec93f7ddb19_07_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_08_mask.gif  \n",
            "  inflating: train_masks/bec93f7ddb19_09_mask.gif  \n",
            "  inflating: train_masks/bec93f7ddb19_10_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_11_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_12_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_13_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_14_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_15_mask.gif  \n",
            " extracting: train_masks/bec93f7ddb19_16_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_01_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_02_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_03_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_04_mask.gif  \n",
            "  inflating: train_masks/bf92e198d9b6_05_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_06_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_07_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_08_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_09_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_10_mask.gif  \n",
            "  inflating: train_masks/bf92e198d9b6_11_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_12_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_13_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_14_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_15_mask.gif  \n",
            " extracting: train_masks/bf92e198d9b6_16_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_01_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_02_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_03_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_04_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_05_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_06_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_07_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_08_mask.gif  \n",
            " extracting: train_masks/bf9932f7aca8_09_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_10_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_11_mask.gif  \n",
            " extracting: train_masks/bf9932f7aca8_12_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_13_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_14_mask.gif  \n",
            " extracting: train_masks/bf9932f7aca8_15_mask.gif  \n",
            "  inflating: train_masks/bf9932f7aca8_16_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_01_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_02_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_03_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_04_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_05_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_06_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_07_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_08_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_09_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_10_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_11_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_12_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_13_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_14_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_15_mask.gif  \n",
            " extracting: train_masks/bf9a32258ef4_16_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_01_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_02_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_03_mask.gif  \n",
            "  inflating: train_masks/c24b8293eceb_04_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_05_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_06_mask.gif  \n",
            "  inflating: train_masks/c24b8293eceb_07_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_08_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_09_mask.gif  \n",
            "  inflating: train_masks/c24b8293eceb_10_mask.gif  \n",
            "  inflating: train_masks/c24b8293eceb_11_mask.gif  \n",
            "  inflating: train_masks/c24b8293eceb_12_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_13_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_14_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_15_mask.gif  \n",
            " extracting: train_masks/c24b8293eceb_16_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_01_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_02_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_03_mask.gif  \n",
            "  inflating: train_masks/c2fd64144e97_04_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_05_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_06_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_07_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_08_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_09_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_10_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_11_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_12_mask.gif  \n",
            "  inflating: train_masks/c2fd64144e97_13_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_14_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_15_mask.gif  \n",
            " extracting: train_masks/c2fd64144e97_16_mask.gif  \n",
            " extracting: train_masks/c353e364e931_01_mask.gif  \n",
            " extracting: train_masks/c353e364e931_02_mask.gif  \n",
            " extracting: train_masks/c353e364e931_03_mask.gif  \n",
            " extracting: train_masks/c353e364e931_04_mask.gif  \n",
            "  inflating: train_masks/c353e364e931_05_mask.gif  \n",
            " extracting: train_masks/c353e364e931_06_mask.gif  \n",
            " extracting: train_masks/c353e364e931_07_mask.gif  \n",
            " extracting: train_masks/c353e364e931_08_mask.gif  \n",
            "  inflating: train_masks/c353e364e931_09_mask.gif  \n",
            " extracting: train_masks/c353e364e931_10_mask.gif  \n",
            " extracting: train_masks/c353e364e931_11_mask.gif  \n",
            " extracting: train_masks/c353e364e931_12_mask.gif  \n",
            " extracting: train_masks/c353e364e931_13_mask.gif  \n",
            " extracting: train_masks/c353e364e931_14_mask.gif  \n",
            " extracting: train_masks/c353e364e931_15_mask.gif  \n",
            " extracting: train_masks/c353e364e931_16_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_01_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_02_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_03_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_04_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_05_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_06_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_07_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_08_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_09_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_10_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_11_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_12_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_13_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_14_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_15_mask.gif  \n",
            " extracting: train_masks/c3614abc7405_16_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_01_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_02_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_03_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_04_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_05_mask.gif  \n",
            "  inflating: train_masks/c3dafdb02e7f_06_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_07_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_08_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_09_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_10_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_11_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_12_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_13_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_14_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_15_mask.gif  \n",
            " extracting: train_masks/c3dafdb02e7f_16_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_01_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_02_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_03_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_04_mask.gif  \n",
            "  inflating: train_masks/c4ac16c0dd59_05_mask.gif  \n",
            "  inflating: train_masks/c4ac16c0dd59_06_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_07_mask.gif  \n",
            "  inflating: train_masks/c4ac16c0dd59_08_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_09_mask.gif  \n",
            "  inflating: train_masks/c4ac16c0dd59_10_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_11_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_12_mask.gif  \n",
            "  inflating: train_masks/c4ac16c0dd59_13_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_14_mask.gif  \n",
            "  inflating: train_masks/c4ac16c0dd59_15_mask.gif  \n",
            " extracting: train_masks/c4ac16c0dd59_16_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_01_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_02_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_03_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_04_mask.gif  \n",
            "  inflating: train_masks/c4f1840b2a65_05_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_06_mask.gif  \n",
            "  inflating: train_masks/c4f1840b2a65_07_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_08_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_09_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_10_mask.gif  \n",
            "  inflating: train_masks/c4f1840b2a65_11_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_12_mask.gif  \n",
            "  inflating: train_masks/c4f1840b2a65_13_mask.gif  \n",
            "  inflating: train_masks/c4f1840b2a65_14_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_15_mask.gif  \n",
            " extracting: train_masks/c4f1840b2a65_16_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_01_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_02_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_03_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_04_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_05_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_06_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_07_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_08_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_09_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_10_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_11_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_12_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_13_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_14_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_15_mask.gif  \n",
            " extracting: train_masks/c502287be9f6_16_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_01_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_02_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_03_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_04_mask.gif  \n",
            "  inflating: train_masks/c52b272a5329_05_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_06_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_07_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_08_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_09_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_10_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_11_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_12_mask.gif  \n",
            "  inflating: train_masks/c52b272a5329_13_mask.gif  \n",
            "  inflating: train_masks/c52b272a5329_14_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_15_mask.gif  \n",
            " extracting: train_masks/c52b272a5329_16_mask.gif  \n",
            " extracting: train_masks/c53e374fdd72_01_mask.gif  \n",
            " extracting: train_masks/c53e374fdd72_02_mask.gif  \n",
            " extracting: train_masks/c53e374fdd72_03_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_04_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_05_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_06_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_07_mask.gif  \n",
            " extracting: train_masks/c53e374fdd72_08_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_09_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_10_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_11_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_12_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_13_mask.gif  \n",
            "  inflating: train_masks/c53e374fdd72_14_mask.gif  \n",
            " extracting: train_masks/c53e374fdd72_15_mask.gif  \n",
            " extracting: train_masks/c53e374fdd72_16_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_01_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_02_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_03_mask.gif  \n",
            "  inflating: train_masks/c6f50d44f141_04_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_05_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_06_mask.gif  \n",
            "  inflating: train_masks/c6f50d44f141_07_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_08_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_09_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_10_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_11_mask.gif  \n",
            "  inflating: train_masks/c6f50d44f141_12_mask.gif  \n",
            "  inflating: train_masks/c6f50d44f141_13_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_14_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_15_mask.gif  \n",
            " extracting: train_masks/c6f50d44f141_16_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_01_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_02_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_03_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_04_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_05_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_06_mask.gif  \n",
            "  inflating: train_masks/c7145a80089e_07_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_08_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_09_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_10_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_11_mask.gif  \n",
            "  inflating: train_masks/c7145a80089e_12_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_13_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_14_mask.gif  \n",
            "  inflating: train_masks/c7145a80089e_15_mask.gif  \n",
            " extracting: train_masks/c7145a80089e_16_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_01_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_02_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_03_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_04_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_05_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_06_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_07_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_08_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_09_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_10_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_11_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_12_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_13_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_14_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_15_mask.gif  \n",
            " extracting: train_masks/c7a94c46a3b2_16_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_01_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_02_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_03_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_04_mask.gif  \n",
            "  inflating: train_masks/c87688f6960e_05_mask.gif  \n",
            "  inflating: train_masks/c87688f6960e_06_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_07_mask.gif  \n",
            "  inflating: train_masks/c87688f6960e_08_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_09_mask.gif  \n",
            "  inflating: train_masks/c87688f6960e_10_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_11_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_12_mask.gif  \n",
            "  inflating: train_masks/c87688f6960e_13_mask.gif  \n",
            "  inflating: train_masks/c87688f6960e_14_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_15_mask.gif  \n",
            " extracting: train_masks/c87688f6960e_16_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_01_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_02_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_03_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_04_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_05_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_06_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_07_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_08_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_09_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_10_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_11_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_12_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_13_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_14_mask.gif  \n",
            " extracting: train_masks/c8d52e0ba341_15_mask.gif  \n",
            "  inflating: train_masks/c8d52e0ba341_16_mask.gif  \n",
            "  inflating: train_masks/c9acf5847ef1_01_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_02_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_03_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_04_mask.gif  \n",
            "  inflating: train_masks/c9acf5847ef1_05_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_06_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_07_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_08_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_09_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_10_mask.gif  \n",
            "  inflating: train_masks/c9acf5847ef1_11_mask.gif  \n",
            "  inflating: train_masks/c9acf5847ef1_12_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_13_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_14_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_15_mask.gif  \n",
            " extracting: train_masks/c9acf5847ef1_16_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_01_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_02_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_03_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_04_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_05_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_06_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_07_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_08_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_09_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_10_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_11_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_12_mask.gif  \n",
            "  inflating: train_masks/c9f382c7349e_13_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_14_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_15_mask.gif  \n",
            " extracting: train_masks/c9f382c7349e_16_mask.gif  \n",
            " extracting: train_masks/cafee4122080_01_mask.gif  \n",
            " extracting: train_masks/cafee4122080_02_mask.gif  \n",
            " extracting: train_masks/cafee4122080_03_mask.gif  \n",
            " extracting: train_masks/cafee4122080_04_mask.gif  \n",
            " extracting: train_masks/cafee4122080_05_mask.gif  \n",
            " extracting: train_masks/cafee4122080_06_mask.gif  \n",
            " extracting: train_masks/cafee4122080_07_mask.gif  \n",
            " extracting: train_masks/cafee4122080_08_mask.gif  \n",
            " extracting: train_masks/cafee4122080_09_mask.gif  \n",
            " extracting: train_masks/cafee4122080_10_mask.gif  \n",
            " extracting: train_masks/cafee4122080_11_mask.gif  \n",
            " extracting: train_masks/cafee4122080_12_mask.gif  \n",
            " extracting: train_masks/cafee4122080_13_mask.gif  \n",
            " extracting: train_masks/cafee4122080_14_mask.gif  \n",
            " extracting: train_masks/cafee4122080_15_mask.gif  \n",
            " extracting: train_masks/cafee4122080_16_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_01_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_02_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_03_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_04_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_05_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_06_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_07_mask.gif  \n",
            " extracting: train_masks/cd2e588ef1c5_08_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_09_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_10_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_11_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_12_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_13_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_14_mask.gif  \n",
            "  inflating: train_masks/cd2e588ef1c5_15_mask.gif  \n",
            " extracting: train_masks/cd2e588ef1c5_16_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_01_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_02_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_03_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_04_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_05_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_06_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_07_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_08_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_09_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_10_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_11_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_12_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_13_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_14_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_15_mask.gif  \n",
            " extracting: train_masks/ce74dfdf123b_16_mask.gif  \n",
            " extracting: train_masks/cf5add31c130_01_mask.gif  \n",
            " extracting: train_masks/cf5add31c130_02_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_03_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_04_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_05_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_06_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_07_mask.gif  \n",
            " extracting: train_masks/cf5add31c130_08_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_09_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_10_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_11_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_12_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_13_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_14_mask.gif  \n",
            "  inflating: train_masks/cf5add31c130_15_mask.gif  \n",
            " extracting: train_masks/cf5add31c130_16_mask.gif  \n",
            "  inflating: train_masks/cf65b1c5e147_01_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_02_mask.gif  \n",
            "  inflating: train_masks/cf65b1c5e147_03_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_04_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_05_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_06_mask.gif  \n",
            "  inflating: train_masks/cf65b1c5e147_07_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_08_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_09_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_10_mask.gif  \n",
            "  inflating: train_masks/cf65b1c5e147_11_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_12_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_13_mask.gif  \n",
            "  inflating: train_masks/cf65b1c5e147_14_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_15_mask.gif  \n",
            " extracting: train_masks/cf65b1c5e147_16_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_01_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_02_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_03_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_04_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_05_mask.gif  \n",
            "  inflating: train_masks/cf89c3220bc4_06_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_07_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_08_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_09_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_10_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_11_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_12_mask.gif  \n",
            "  inflating: train_masks/cf89c3220bc4_13_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_14_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_15_mask.gif  \n",
            " extracting: train_masks/cf89c3220bc4_16_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_01_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_02_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_03_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_04_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_05_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_06_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_07_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_08_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_09_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_10_mask.gif  \n",
            "  inflating: train_masks/d0392fd5feb6_11_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_12_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_13_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_14_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_15_mask.gif  \n",
            " extracting: train_masks/d0392fd5feb6_16_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_01_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_02_mask.gif  \n",
            "  inflating: train_masks/d0dab700c896_03_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_04_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_05_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_06_mask.gif  \n",
            "  inflating: train_masks/d0dab700c896_07_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_08_mask.gif  \n",
            "  inflating: train_masks/d0dab700c896_09_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_10_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_11_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_12_mask.gif  \n",
            "  inflating: train_masks/d0dab700c896_13_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_14_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_15_mask.gif  \n",
            " extracting: train_masks/d0dab700c896_16_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_01_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_02_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_03_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_04_mask.gif  \n",
            "  inflating: train_masks/d1a3af34e674_05_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_06_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_07_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_08_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_09_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_10_mask.gif  \n",
            "  inflating: train_masks/d1a3af34e674_11_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_12_mask.gif  \n",
            "  inflating: train_masks/d1a3af34e674_13_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_14_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_15_mask.gif  \n",
            " extracting: train_masks/d1a3af34e674_16_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_01_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_02_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_03_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_04_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_05_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_06_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_07_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_08_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_09_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_10_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_11_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_12_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_13_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_14_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_15_mask.gif  \n",
            " extracting: train_masks/d22e6a2ca6df_16_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_01_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_02_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_03_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_04_mask.gif  \n",
            "  inflating: train_masks/d326cb5c3d12_05_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_06_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_07_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_08_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_09_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_10_mask.gif  \n",
            "  inflating: train_masks/d326cb5c3d12_11_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_12_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_13_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_14_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_15_mask.gif  \n",
            " extracting: train_masks/d326cb5c3d12_16_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_01_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_02_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_03_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_04_mask.gif  \n",
            "  inflating: train_masks/d3d0d2662918_05_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_06_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_07_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_08_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_09_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_10_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_11_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_12_mask.gif  \n",
            "  inflating: train_masks/d3d0d2662918_13_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_14_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_15_mask.gif  \n",
            " extracting: train_masks/d3d0d2662918_16_mask.gif  \n",
            "  inflating: train_masks/d46244bc42ed_01_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_02_mask.gif  \n",
            "  inflating: train_masks/d46244bc42ed_03_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_04_mask.gif  \n",
            "  inflating: train_masks/d46244bc42ed_05_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_06_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_07_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_08_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_09_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_10_mask.gif  \n",
            "  inflating: train_masks/d46244bc42ed_11_mask.gif  \n",
            "  inflating: train_masks/d46244bc42ed_12_mask.gif  \n",
            "  inflating: train_masks/d46244bc42ed_13_mask.gif  \n",
            "  inflating: train_masks/d46244bc42ed_14_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_15_mask.gif  \n",
            " extracting: train_masks/d46244bc42ed_16_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_01_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_02_mask.gif  \n",
            "  inflating: train_masks/d61b6bfeabb2_03_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_04_mask.gif  \n",
            "  inflating: train_masks/d61b6bfeabb2_05_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_06_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_07_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_08_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_09_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_10_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_11_mask.gif  \n",
            "  inflating: train_masks/d61b6bfeabb2_12_mask.gif  \n",
            "  inflating: train_masks/d61b6bfeabb2_13_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_14_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_15_mask.gif  \n",
            " extracting: train_masks/d61b6bfeabb2_16_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_01_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_02_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_03_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_04_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_05_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_06_mask.gif  \n",
            " extracting: train_masks/d8216041ffa9_07_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_08_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_09_mask.gif  \n",
            " extracting: train_masks/d8216041ffa9_10_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_11_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_12_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_13_mask.gif  \n",
            " extracting: train_masks/d8216041ffa9_14_mask.gif  \n",
            " extracting: train_masks/d8216041ffa9_15_mask.gif  \n",
            "  inflating: train_masks/d8216041ffa9_16_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_01_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_02_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_03_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_04_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_05_mask.gif  \n",
            "  inflating: train_masks/d8e1c401ac3c_06_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_07_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_08_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_09_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_10_mask.gif  \n",
            "  inflating: train_masks/d8e1c401ac3c_11_mask.gif  \n",
            "  inflating: train_masks/d8e1c401ac3c_12_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_13_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_14_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_15_mask.gif  \n",
            " extracting: train_masks/d8e1c401ac3c_16_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_01_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_02_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_03_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_04_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_05_mask.gif  \n",
            "  inflating: train_masks/d8f11603ef08_06_mask.gif  \n",
            "  inflating: train_masks/d8f11603ef08_07_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_08_mask.gif  \n",
            "  inflating: train_masks/d8f11603ef08_09_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_10_mask.gif  \n",
            "  inflating: train_masks/d8f11603ef08_11_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_12_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_13_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_14_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_15_mask.gif  \n",
            " extracting: train_masks/d8f11603ef08_16_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_01_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_02_mask.gif  \n",
            " extracting: train_masks/d9b2ded58b72_03_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_04_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_05_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_06_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_07_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_08_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_09_mask.gif  \n",
            " extracting: train_masks/d9b2ded58b72_10_mask.gif  \n",
            " extracting: train_masks/d9b2ded58b72_11_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_12_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_13_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_14_mask.gif  \n",
            " extracting: train_masks/d9b2ded58b72_15_mask.gif  \n",
            "  inflating: train_masks/d9b2ded58b72_16_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_01_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_02_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_03_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_04_mask.gif  \n",
            "  inflating: train_masks/db09fec614d2_05_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_06_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_07_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_08_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_09_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_10_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_11_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_12_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_13_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_14_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_15_mask.gif  \n",
            " extracting: train_masks/db09fec614d2_16_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_01_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_02_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_03_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_04_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_05_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_06_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_07_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_08_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_09_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_10_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_11_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_12_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_13_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_14_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_15_mask.gif  \n",
            " extracting: train_masks/dc1c5c2b9e49_16_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_01_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_02_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_03_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_04_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_05_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_06_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_07_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_08_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_09_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_10_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_11_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_12_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_13_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_14_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_15_mask.gif  \n",
            " extracting: train_masks/dc995bf5296a_16_mask.gif  \n",
            "  inflating: train_masks/dd47eb7ac4ee_01_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_02_mask.gif  \n",
            "  inflating: train_masks/dd47eb7ac4ee_03_mask.gif  \n",
            "  inflating: train_masks/dd47eb7ac4ee_04_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_05_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_06_mask.gif  \n",
            "  inflating: train_masks/dd47eb7ac4ee_07_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_08_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_09_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_10_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_11_mask.gif  \n",
            "  inflating: train_masks/dd47eb7ac4ee_12_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_13_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_14_mask.gif  \n",
            "  inflating: train_masks/dd47eb7ac4ee_15_mask.gif  \n",
            " extracting: train_masks/dd47eb7ac4ee_16_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_01_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_02_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_03_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_04_mask.gif  \n",
            "  inflating: train_masks/dd70a0a51e3b_05_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_06_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_07_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_08_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_09_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_10_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_11_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_12_mask.gif  \n",
            "  inflating: train_masks/dd70a0a51e3b_13_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_14_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_15_mask.gif  \n",
            " extracting: train_masks/dd70a0a51e3b_16_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_01_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_02_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_03_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_04_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_05_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_06_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_07_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_08_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_09_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_10_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_11_mask.gif  \n",
            "  inflating: train_masks/ddb513df9406_12_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_13_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_14_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_15_mask.gif  \n",
            " extracting: train_masks/ddb513df9406_16_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_01_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_02_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_03_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_04_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_05_mask.gif  \n",
            "  inflating: train_masks/de3ca5ec1e59_06_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_07_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_08_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_09_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_10_mask.gif  \n",
            "  inflating: train_masks/de3ca5ec1e59_11_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_12_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_13_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_14_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_15_mask.gif  \n",
            " extracting: train_masks/de3ca5ec1e59_16_mask.gif  \n",
            " extracting: train_masks/de74550a306a_01_mask.gif  \n",
            " extracting: train_masks/de74550a306a_02_mask.gif  \n",
            " extracting: train_masks/de74550a306a_03_mask.gif  \n",
            " extracting: train_masks/de74550a306a_04_mask.gif  \n",
            " extracting: train_masks/de74550a306a_05_mask.gif  \n",
            " extracting: train_masks/de74550a306a_06_mask.gif  \n",
            " extracting: train_masks/de74550a306a_07_mask.gif  \n",
            " extracting: train_masks/de74550a306a_08_mask.gif  \n",
            " extracting: train_masks/de74550a306a_09_mask.gif  \n",
            " extracting: train_masks/de74550a306a_10_mask.gif  \n",
            " extracting: train_masks/de74550a306a_11_mask.gif  \n",
            " extracting: train_masks/de74550a306a_12_mask.gif  \n",
            " extracting: train_masks/de74550a306a_13_mask.gif  \n",
            " extracting: train_masks/de74550a306a_14_mask.gif  \n",
            " extracting: train_masks/de74550a306a_15_mask.gif  \n",
            " extracting: train_masks/de74550a306a_16_mask.gif  \n",
            "  inflating: train_masks/df642435a951_01_mask.gif  \n",
            "  inflating: train_masks/df642435a951_02_mask.gif  \n",
            " extracting: train_masks/df642435a951_03_mask.gif  \n",
            "  inflating: train_masks/df642435a951_04_mask.gif  \n",
            "  inflating: train_masks/df642435a951_05_mask.gif  \n",
            "  inflating: train_masks/df642435a951_06_mask.gif  \n",
            " extracting: train_masks/df642435a951_07_mask.gif  \n",
            "  inflating: train_masks/df642435a951_08_mask.gif  \n",
            "  inflating: train_masks/df642435a951_09_mask.gif  \n",
            "  inflating: train_masks/df642435a951_10_mask.gif  \n",
            " extracting: train_masks/df642435a951_11_mask.gif  \n",
            "  inflating: train_masks/df642435a951_12_mask.gif  \n",
            "  inflating: train_masks/df642435a951_13_mask.gif  \n",
            "  inflating: train_masks/df642435a951_14_mask.gif  \n",
            " extracting: train_masks/df642435a951_15_mask.gif  \n",
            "  inflating: train_masks/df642435a951_16_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_01_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_02_mask.gif  \n",
            " extracting: train_masks/e05b96cc2b0d_03_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_04_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_05_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_06_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_07_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_08_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_09_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_10_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_11_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_12_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_13_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_14_mask.gif  \n",
            " extracting: train_masks/e05b96cc2b0d_15_mask.gif  \n",
            "  inflating: train_masks/e05b96cc2b0d_16_mask.gif  \n",
            " extracting: train_masks/e114fcbb9723_01_mask.gif  \n",
            " extracting: train_masks/e114fcbb9723_02_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_03_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_04_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_05_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_06_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_07_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_08_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_09_mask.gif  \n",
            " extracting: train_masks/e114fcbb9723_10_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_11_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_12_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_13_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_14_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_15_mask.gif  \n",
            "  inflating: train_masks/e114fcbb9723_16_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_01_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_02_mask.gif  \n",
            "  inflating: train_masks/e1d2c25f3510_03_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_04_mask.gif  \n",
            "  inflating: train_masks/e1d2c25f3510_05_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_06_mask.gif  \n",
            "  inflating: train_masks/e1d2c25f3510_07_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_08_mask.gif  \n",
            "  inflating: train_masks/e1d2c25f3510_09_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_10_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_11_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_12_mask.gif  \n",
            "  inflating: train_masks/e1d2c25f3510_13_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_14_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_15_mask.gif  \n",
            " extracting: train_masks/e1d2c25f3510_16_mask.gif  \n",
            "  inflating: train_masks/e2230d0ceb02_01_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_02_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_03_mask.gif  \n",
            "  inflating: train_masks/e2230d0ceb02_04_mask.gif  \n",
            "  inflating: train_masks/e2230d0ceb02_05_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_06_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_07_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_08_mask.gif  \n",
            "  inflating: train_masks/e2230d0ceb02_09_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_10_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_11_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_12_mask.gif  \n",
            "  inflating: train_masks/e2230d0ceb02_13_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_14_mask.gif  \n",
            "  inflating: train_masks/e2230d0ceb02_15_mask.gif  \n",
            " extracting: train_masks/e2230d0ceb02_16_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_01_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_02_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_03_mask.gif  \n",
            "  inflating: train_masks/e597d76a0c33_04_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_05_mask.gif  \n",
            "  inflating: train_masks/e597d76a0c33_06_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_07_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_08_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_09_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_10_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_11_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_12_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_13_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_14_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_15_mask.gif  \n",
            " extracting: train_masks/e597d76a0c33_16_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_01_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_02_mask.gif  \n",
            " extracting: train_masks/e5fc2c1c4a8b_03_mask.gif  \n",
            " extracting: train_masks/e5fc2c1c4a8b_04_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_05_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_06_mask.gif  \n",
            " extracting: train_masks/e5fc2c1c4a8b_07_mask.gif  \n",
            " extracting: train_masks/e5fc2c1c4a8b_08_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_09_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_10_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_11_mask.gif  \n",
            " extracting: train_masks/e5fc2c1c4a8b_12_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_13_mask.gif  \n",
            "  inflating: train_masks/e5fc2c1c4a8b_14_mask.gif  \n",
            " extracting: train_masks/e5fc2c1c4a8b_15_mask.gif  \n",
            " extracting: train_masks/e5fc2c1c4a8b_16_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_01_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_02_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_03_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_04_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_05_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_06_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_07_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_08_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_09_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_10_mask.gif  \n",
            "  inflating: train_masks/e6892bf10d31_11_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_12_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_13_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_14_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_15_mask.gif  \n",
            " extracting: train_masks/e6892bf10d31_16_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_01_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_02_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_03_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_04_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_05_mask.gif  \n",
            "  inflating: train_masks/e8f607100c1f_06_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_07_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_08_mask.gif  \n",
            "  inflating: train_masks/e8f607100c1f_09_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_10_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_11_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_12_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_13_mask.gif  \n",
            "  inflating: train_masks/e8f607100c1f_14_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_15_mask.gif  \n",
            " extracting: train_masks/e8f607100c1f_16_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_01_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_02_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_03_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_04_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_05_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_06_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_07_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_08_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_09_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_10_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_11_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_12_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_13_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_14_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_15_mask.gif  \n",
            " extracting: train_masks/eaf9eb0b2293_16_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_01_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_02_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_03_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_04_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_05_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_06_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_07_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_08_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_09_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_10_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_11_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_12_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_13_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_14_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_15_mask.gif  \n",
            "  inflating: train_masks/eb07e3f63ad2_16_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_01_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_02_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_03_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_04_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_05_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_06_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_07_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_08_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_09_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_10_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_11_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_12_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_13_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_14_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_15_mask.gif  \n",
            " extracting: train_masks/eb91b1c659a0_16_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_01_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_02_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_03_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_04_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_05_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_06_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_07_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_08_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_09_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_10_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_11_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_12_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_13_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_14_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_15_mask.gif  \n",
            "  inflating: train_masks/ebfdf6ec7ede_16_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_01_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_02_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_03_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_04_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_05_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_06_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_07_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_08_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_09_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_10_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_11_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_12_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_13_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_14_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_15_mask.gif  \n",
            " extracting: train_masks/ed13cbcdd5d8_16_mask.gif  \n",
            "  inflating: train_masks/ed8472086df8_01_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_02_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_03_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_04_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_05_mask.gif  \n",
            "  inflating: train_masks/ed8472086df8_06_mask.gif  \n",
            "  inflating: train_masks/ed8472086df8_07_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_08_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_09_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_10_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_11_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_12_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_13_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_14_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_15_mask.gif  \n",
            " extracting: train_masks/ed8472086df8_16_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_01_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_02_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_03_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_04_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_05_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_06_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_07_mask.gif  \n",
            "  inflating: train_masks/eeb7eeca738e_08_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_09_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_10_mask.gif  \n",
            "  inflating: train_masks/eeb7eeca738e_11_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_12_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_13_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_14_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_15_mask.gif  \n",
            " extracting: train_masks/eeb7eeca738e_16_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_01_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_02_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_03_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_04_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_05_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_06_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_07_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_08_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_09_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_10_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_11_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_12_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_13_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_14_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_15_mask.gif  \n",
            "  inflating: train_masks/eefc0d8c94f0_16_mask.gif  \n",
            "  inflating: train_masks/ef5567efd904_01_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_02_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_03_mask.gif  \n",
            "  inflating: train_masks/ef5567efd904_04_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_05_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_06_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_07_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_08_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_09_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_10_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_11_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_12_mask.gif  \n",
            "  inflating: train_masks/ef5567efd904_13_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_14_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_15_mask.gif  \n",
            " extracting: train_masks/ef5567efd904_16_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_01_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_02_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_03_mask.gif  \n",
            "  inflating: train_masks/efaef69e148d_04_mask.gif  \n",
            "  inflating: train_masks/efaef69e148d_05_mask.gif  \n",
            "  inflating: train_masks/efaef69e148d_06_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_07_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_08_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_09_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_10_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_11_mask.gif  \n",
            "  inflating: train_masks/efaef69e148d_12_mask.gif  \n",
            "  inflating: train_masks/efaef69e148d_13_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_14_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_15_mask.gif  \n",
            " extracting: train_masks/efaef69e148d_16_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_01_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_02_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_03_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_04_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_05_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_06_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_07_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_08_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_09_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_10_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_11_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_12_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_13_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_14_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_15_mask.gif  \n",
            " extracting: train_masks/f00905abd3d7_16_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_01_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_02_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_03_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_04_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_05_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_06_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_07_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_08_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_09_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_10_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_11_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_12_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_13_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_14_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_15_mask.gif  \n",
            " extracting: train_masks/f1eb080c7182_16_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_01_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_02_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_03_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_04_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_05_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_06_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_07_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_08_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_09_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_10_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_11_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_12_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_13_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_14_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_15_mask.gif  \n",
            " extracting: train_masks/f3b482e091c0_16_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_01_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_02_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_03_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_04_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_05_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_06_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_07_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_08_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_09_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_10_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_11_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_12_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_13_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_14_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_15_mask.gif  \n",
            " extracting: train_masks/f3eee6348205_16_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_01_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_02_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_03_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_04_mask.gif  \n",
            "  inflating: train_masks/f4cd1286d5f4_05_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_06_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_07_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_08_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_09_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_10_mask.gif  \n",
            "  inflating: train_masks/f4cd1286d5f4_11_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_12_mask.gif  \n",
            "  inflating: train_masks/f4cd1286d5f4_13_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_14_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_15_mask.gif  \n",
            " extracting: train_masks/f4cd1286d5f4_16_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_01_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_02_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_03_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_04_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_05_mask.gif  \n",
            "  inflating: train_masks/f591b4f2e006_06_mask.gif  \n",
            "  inflating: train_masks/f591b4f2e006_07_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_08_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_09_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_10_mask.gif  \n",
            "  inflating: train_masks/f591b4f2e006_11_mask.gif  \n",
            "  inflating: train_masks/f591b4f2e006_12_mask.gif  \n",
            "  inflating: train_masks/f591b4f2e006_13_mask.gif  \n",
            "  inflating: train_masks/f591b4f2e006_14_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_15_mask.gif  \n",
            " extracting: train_masks/f591b4f2e006_16_mask.gif  \n",
            "  inflating: train_masks/f70052627830_01_mask.gif  \n",
            " extracting: train_masks/f70052627830_02_mask.gif  \n",
            " extracting: train_masks/f70052627830_03_mask.gif  \n",
            " extracting: train_masks/f70052627830_04_mask.gif  \n",
            "  inflating: train_masks/f70052627830_05_mask.gif  \n",
            "  inflating: train_masks/f70052627830_06_mask.gif  \n",
            " extracting: train_masks/f70052627830_07_mask.gif  \n",
            " extracting: train_masks/f70052627830_08_mask.gif  \n",
            "  inflating: train_masks/f70052627830_09_mask.gif  \n",
            " extracting: train_masks/f70052627830_10_mask.gif  \n",
            "  inflating: train_masks/f70052627830_11_mask.gif  \n",
            "  inflating: train_masks/f70052627830_12_mask.gif  \n",
            "  inflating: train_masks/f70052627830_13_mask.gif  \n",
            " extracting: train_masks/f70052627830_14_mask.gif  \n",
            " extracting: train_masks/f70052627830_15_mask.gif  \n",
            " extracting: train_masks/f70052627830_16_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_01_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_02_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_03_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_04_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_05_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_06_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_07_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_08_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_09_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_10_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_11_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_12_mask.gif  \n",
            "  inflating: train_masks/f707d6fbc0cd_13_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_14_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_15_mask.gif  \n",
            " extracting: train_masks/f707d6fbc0cd_16_mask.gif  \n",
            "  inflating: train_masks/f7ad86e13ed7_01_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_02_mask.gif  \n",
            "  inflating: train_masks/f7ad86e13ed7_03_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_04_mask.gif  \n",
            "  inflating: train_masks/f7ad86e13ed7_05_mask.gif  \n",
            "  inflating: train_masks/f7ad86e13ed7_06_mask.gif  \n",
            "  inflating: train_masks/f7ad86e13ed7_07_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_08_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_09_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_10_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_11_mask.gif  \n",
            "  inflating: train_masks/f7ad86e13ed7_12_mask.gif  \n",
            "  inflating: train_masks/f7ad86e13ed7_13_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_14_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_15_mask.gif  \n",
            " extracting: train_masks/f7ad86e13ed7_16_mask.gif  \n",
            "  inflating: train_masks/f8b6f4c39204_01_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_02_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_03_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_04_mask.gif  \n",
            "  inflating: train_masks/f8b6f4c39204_05_mask.gif  \n",
            "  inflating: train_masks/f8b6f4c39204_06_mask.gif  \n",
            "  inflating: train_masks/f8b6f4c39204_07_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_08_mask.gif  \n",
            "  inflating: train_masks/f8b6f4c39204_09_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_10_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_11_mask.gif  \n",
            "  inflating: train_masks/f8b6f4c39204_12_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_13_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_14_mask.gif  \n",
            "  inflating: train_masks/f8b6f4c39204_15_mask.gif  \n",
            " extracting: train_masks/f8b6f4c39204_16_mask.gif  \n",
            "  inflating: train_masks/f98dbe8a5ee2_01_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_02_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_03_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_04_mask.gif  \n",
            "  inflating: train_masks/f98dbe8a5ee2_05_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_06_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_07_mask.gif  \n",
            "  inflating: train_masks/f98dbe8a5ee2_08_mask.gif  \n",
            "  inflating: train_masks/f98dbe8a5ee2_09_mask.gif  \n",
            "  inflating: train_masks/f98dbe8a5ee2_10_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_11_mask.gif  \n",
            "  inflating: train_masks/f98dbe8a5ee2_12_mask.gif  \n",
            "  inflating: train_masks/f98dbe8a5ee2_13_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_14_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_15_mask.gif  \n",
            " extracting: train_masks/f98dbe8a5ee2_16_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_01_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_02_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_03_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_04_mask.gif  \n",
            "  inflating: train_masks/fa006be8b6d9_05_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_06_mask.gif  \n",
            "  inflating: train_masks/fa006be8b6d9_07_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_08_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_09_mask.gif  \n",
            "  inflating: train_masks/fa006be8b6d9_10_mask.gif  \n",
            "  inflating: train_masks/fa006be8b6d9_11_mask.gif  \n",
            "  inflating: train_masks/fa006be8b6d9_12_mask.gif  \n",
            "  inflating: train_masks/fa006be8b6d9_13_mask.gif  \n",
            "  inflating: train_masks/fa006be8b6d9_14_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_15_mask.gif  \n",
            " extracting: train_masks/fa006be8b6d9_16_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_01_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_02_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_03_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_04_mask.gif  \n",
            "  inflating: train_masks/fa613ac8eac5_05_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_06_mask.gif  \n",
            "  inflating: train_masks/fa613ac8eac5_07_mask.gif  \n",
            "  inflating: train_masks/fa613ac8eac5_08_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_09_mask.gif  \n",
            "  inflating: train_masks/fa613ac8eac5_10_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_11_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_12_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_13_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_14_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_15_mask.gif  \n",
            " extracting: train_masks/fa613ac8eac5_16_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_01_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_02_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_03_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_04_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_05_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_06_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_07_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_08_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_09_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_10_mask.gif  \n",
            "  inflating: train_masks/fb1b923dd978_11_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_12_mask.gif  \n",
            "  inflating: train_masks/fb1b923dd978_13_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_14_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_15_mask.gif  \n",
            " extracting: train_masks/fb1b923dd978_16_mask.gif  \n",
            " extracting: train_masks/fc237174b128_01_mask.gif  \n",
            "  inflating: train_masks/fc237174b128_02_mask.gif  \n",
            " extracting: train_masks/fc237174b128_03_mask.gif  \n",
            " extracting: train_masks/fc237174b128_04_mask.gif  \n",
            "  inflating: train_masks/fc237174b128_05_mask.gif  \n",
            "  inflating: train_masks/fc237174b128_06_mask.gif  \n",
            "  inflating: train_masks/fc237174b128_07_mask.gif  \n",
            " extracting: train_masks/fc237174b128_08_mask.gif  \n",
            " extracting: train_masks/fc237174b128_09_mask.gif  \n",
            " extracting: train_masks/fc237174b128_10_mask.gif  \n",
            " extracting: train_masks/fc237174b128_11_mask.gif  \n",
            " extracting: train_masks/fc237174b128_12_mask.gif  \n",
            "  inflating: train_masks/fc237174b128_13_mask.gif  \n",
            "  inflating: train_masks/fc237174b128_14_mask.gif  \n",
            " extracting: train_masks/fc237174b128_15_mask.gif  \n",
            " extracting: train_masks/fc237174b128_16_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_01_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_02_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_03_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_04_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_05_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_06_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_07_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_08_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_09_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_10_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_11_mask.gif  \n",
            "  inflating: train_masks/fc5f1a3a66cf_12_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_13_mask.gif  \n",
            "  inflating: train_masks/fc5f1a3a66cf_14_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_15_mask.gif  \n",
            " extracting: train_masks/fc5f1a3a66cf_16_mask.gif  \n",
            "  inflating: train_masks/fce0ba5b8ed7_01_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_02_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_03_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_04_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_05_mask.gif  \n",
            "  inflating: train_masks/fce0ba5b8ed7_06_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_07_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_08_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_09_mask.gif  \n",
            "  inflating: train_masks/fce0ba5b8ed7_10_mask.gif  \n",
            "  inflating: train_masks/fce0ba5b8ed7_11_mask.gif  \n",
            "  inflating: train_masks/fce0ba5b8ed7_12_mask.gif  \n",
            "  inflating: train_masks/fce0ba5b8ed7_13_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_14_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_15_mask.gif  \n",
            " extracting: train_masks/fce0ba5b8ed7_16_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_01_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_02_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_03_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_04_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_05_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_06_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_07_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_08_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_09_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_10_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_11_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_12_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_13_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_14_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_15_mask.gif  \n",
            " extracting: train_masks/fd9da5d0bb6f_16_mask.gif  \n",
            "  inflating: train_masks/fdc2c87853ce_01_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_02_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_03_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_04_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_05_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_06_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_07_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_08_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_09_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_10_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_11_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_12_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_13_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_14_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_15_mask.gif  \n",
            " extracting: train_masks/fdc2c87853ce_16_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_01_mask.gif  \n",
            " extracting: train_masks/feaf59172a01_02_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_03_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_04_mask.gif  \n",
            " extracting: train_masks/feaf59172a01_05_mask.gif  \n",
            " extracting: train_masks/feaf59172a01_06_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_07_mask.gif  \n",
            " extracting: train_masks/feaf59172a01_08_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_09_mask.gif  \n",
            " extracting: train_masks/feaf59172a01_10_mask.gif  \n",
            " extracting: train_masks/feaf59172a01_11_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_12_mask.gif  \n",
            " extracting: train_masks/feaf59172a01_13_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_14_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_15_mask.gif  \n",
            "  inflating: train_masks/feaf59172a01_16_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_01_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_02_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_03_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_04_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_05_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_06_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_07_mask.gif  \n",
            "  inflating: train_masks/fecea3036c59_08_mask.gif  \n",
            "  inflating: train_masks/fecea3036c59_09_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_10_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_11_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_12_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_13_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_14_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_15_mask.gif  \n",
            " extracting: train_masks/fecea3036c59_16_mask.gif  \n",
            "  inflating: train_masks/fff9b3a5373f_01_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_02_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_03_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_04_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_05_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_06_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_07_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_08_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_09_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_10_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_11_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_12_mask.gif  \n",
            "  inflating: train_masks/fff9b3a5373f_13_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_14_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_15_mask.gif  \n",
            " extracting: train_masks/fff9b3a5373f_16_mask.gif  \n",
            "Archive:  /content/train_masks.csv.zip\n",
            "  inflating: train_masks.csv         \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "q6Qf925TBepY",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "03b10f09-163a-4700-c52c-2ef18eb0cb08"
      },
      "source": [
        "import cv2\n",
        "import numpy as np\n",
        "import pandas as pd\n",
        "\n",
        "from keras.callbacks import EarlyStopping, ReduceLROnPlateau, ModelCheckpoint, TensorBoard\n",
        "from keras.models import Model\n",
        "from keras.layers import Input, concatenate, Conv2D, MaxPooling2D, Activation, UpSampling2D, BatchNormalization\n",
        "from keras.optimizers import RMSprop\n",
        "from keras.losses import binary_crossentropy\n",
        "import keras.backend as K\n",
        "\n",
        "from sklearn.model_selection import train_test_split"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Using TensorFlow backend.\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "O6yA50SHCxRN",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def dice_loss(y_true,y_pred):\n",
        "    smooth=1\n",
        "    y_true_f=K.flatten(y_true)\n",
        "    y_pred_f=K.flatten(y_pred)\n",
        "    intersection=K.sum(y_true_f * y_pred_f)\n",
        "    return (2* intersection + smooth)/(K.sum(y_true_f)+K.sum(y_pred_f)+smooth)\n",
        "\n",
        "def bce_dice_loss(y_true,y_pred):\n",
        "    return binary_crossentropy(y_true,y_pred)+(1-dice_loss(y_true,y_pred))\n",
        " #Flatten is used to flatten the input. For example, \n",
        " #if flatten is applied to layer having input shape as (batch_size, 2,2), \n",
        " #then the output shape of the layer will be (batch_size, 4)\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "3ze89-zTEkaP",
        "colab_type": "text"
      },
      "source": [
        "Define Models\n",
        "==>unet_down model\n",
        "==unet_max_pooling\n",
        "==>unet_up_one_block\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-U5D_KeOE0hI",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def unet_down_one_block(inputs, num_filters):\n",
        "    x = Conv2D(num_filters, (3, 3), padding='same')(inputs)\n",
        "    x = BatchNormalization()(x)\n",
        "    x = Activation('relu')(x)\n",
        "    x = Conv2D(num_filters, (3, 3), padding='same')(x)\n",
        "    x = BatchNormalization()(x)\n",
        "    x = Activation('relu')(x)\n",
        "    return x\n",
        "def unet_max_pool(inputs):\n",
        "    x = MaxPooling2D((2, 2), strides=(2, 2))(inputs)\n",
        "    return x\n",
        "def unet_up_one_block(up_input, down_input, num_filters):\n",
        "    x = UpSampling2D((2,2))(up_input)\n",
        "    x = concatenate([down_input, x], axis=3)\n",
        "    x = Conv2D(num_filters, (3,3), padding='same')(x)\n",
        "    x = BatchNormalization()(x)\n",
        "    x = Activation('relu')(x)\n",
        "    x = Conv2D(num_filters, (3,3), padding='same')(x)\n",
        "    x = BatchNormalization()(x)\n",
        "    x = Activation('relu')(x)\n",
        "    x = Conv2D(num_filters, (3,3), padding='same')(x)\n",
        "    x = BatchNormalization()(x)\n",
        "    x = Activation('relu')(x)\n",
        "    return x"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4peFCb5bE6_m",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def get_unet(input_shape = (256, 256, 3),\n",
        "             num_classes = 1,\n",
        "             initial_filters = 32,\n",
        "             central_filters = 1024):\n",
        "    \n",
        "    num_filters = initial_filters\n",
        "    \n",
        "    out_list    = [Input(shape=input_shape)]\n",
        "    down_interim_list = []\n",
        "    \n",
        "    while num_filters <= central_filters/2:\n",
        "        x = unet_down_one_block(out_list[-1], num_filters)\n",
        "        down_interim_list.append(x)\n",
        "        num_filters = num_filters * 2\n",
        "        y = unet_max_pool(x)\n",
        "        out_list.append(y)\n",
        "    \n",
        "    x = unet_down_one_block(out_list[-1], num_filters)\n",
        "    out_list.append(x)\n",
        "    num_filters = int(num_filters / 2)\n",
        "    \n",
        "    while num_filters >= initial_filters:\n",
        "        x = unet_up_one_block(out_list[-1], down_interim_list.pop(), num_filters)\n",
        "        out_list.append(x)\n",
        "        num_filters = int(num_filters / 2)\n",
        "    \n",
        "    classify = Conv2D(num_classes, (1,1), activation = 'sigmoid')(out_list[-1])\n",
        "    \n",
        "    model = Model(inputs=out_list[0], outputs=classify)\n",
        "    \n",
        "    model.compile(optimizer=RMSprop(lr=0.0001),\n",
        "                  loss=bce_dice_loss,\n",
        "                  metrics=[dice_loss])\n",
        "    \n",
        "    return model"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CM1gjyzpFCiW",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 445
        },
        "outputId": "e44a346c-fc67-498a-e6d4-6cd9337afcb0"
      },
      "source": [
        "model = get_unet(input_shape=(1024,1024,3), initial_filters=8)\n",
        "model.load_weights('./weights/best_weights_1024.hdf5')"
      ],
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "error",
          "ename": "OSError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-17-b26544cab528>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_unet\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput_shape\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1024\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m1024\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minitial_filters\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m8\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_weights\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'./weights/best_weights_1024.hdf5'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/engine/saving.py\u001b[0m in \u001b[0;36mload_wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    456\u001b[0m                 \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtmp_filepath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    457\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mres\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 458\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mload_function\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    459\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    460\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mload_wrapper\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/engine/network.py\u001b[0m in \u001b[0;36mload_weights\u001b[0;34m(self, filepath, by_name, skip_mismatch, reshape)\u001b[0m\n\u001b[1;32m   1206\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mh5py\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1207\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mImportError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'`load_weights` requires h5py.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1208\u001b[0;31m         \u001b[0;32mwith\u001b[0m \u001b[0mh5py\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'r'\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1209\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;34m'layer_names'\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mattrs\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m'model_weights'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1210\u001b[0m                 \u001b[0mf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'model_weights'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/h5py/_hl/files.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, name, mode, driver, libver, userblock_size, swmr, **kwds)\u001b[0m\n\u001b[1;32m    310\u001b[0m             \u001b[0;32mwith\u001b[0m \u001b[0mphil\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    311\u001b[0m                 \u001b[0mfapl\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmake_fapl\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdriver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlibver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 312\u001b[0;31m                 \u001b[0mfid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmake_fid\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0muserblock_size\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfapl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mswmr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mswmr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    313\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    314\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0mswmr_support\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/h5py/_hl/files.py\u001b[0m in \u001b[0;36mmake_fid\u001b[0;34m(name, mode, userblock_size, fapl, fcpl, swmr)\u001b[0m\n\u001b[1;32m    140\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mswmr\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mswmr_support\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    141\u001b[0m             \u001b[0mflags\u001b[0m \u001b[0;34m|=\u001b[0m \u001b[0mh5f\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mACC_SWMR_READ\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 142\u001b[0;31m         \u001b[0mfid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mh5f\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflags\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfapl\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfapl\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    143\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0mmode\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'r+'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    144\u001b[0m         \u001b[0mfid\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mh5f\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mh5f\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mACC_RDWR\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfapl\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfapl\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32mh5py/_objects.pyx\u001b[0m in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mh5py/_objects.pyx\u001b[0m in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32mh5py/h5f.pyx\u001b[0m in \u001b[0;36mh5py.h5f.open\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;31mOSError\u001b[0m: Unable to open file (unable to open file: name = './weights/best_weights_1024.hdf5', errno = 2, error message = 'No such file or directory', flags = 0, o_flags = 0)"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xLHKjG64NGsX",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 411
        },
        "outputId": "7441cfee-b806-4490-9cbc-d38dd673379b"
      },
      "source": [
        "max_epochs = 50\n",
        "threshold  = 0.5\n",
        "df_train = pd.read_csv('/content/train_masks.csv')\n",
        "ids_train = df_train['img'].map(lambda s: s.split('.')[0])\n",
        "ids_train_split, ids_valid_split = train_test_split(ids_train, test_size=0.2, random_state=42)\n",
        "def randomHueSaturationValue(image, hue_shift_limit=(-180, 180),\n",
        "                             sat_shift_limit=(-255, 255),\n",
        "                             val_shift_limit=(-255, 255), u=0.5):\n",
        "    if np.random.random() < u:\n",
        "        image = cv2.cvtColor(image, cv2.COLOR_BGR2HSV)\n",
        "        h, s, v = cv2.split(image)\n",
        "        hue_shift = np.random.uniform(hue_shift_limit[0], hue_shift_limit[1])\n",
        "        h = cv2.add(h, hue_shift)\n",
        "        sat_shift = np.random.uniform(sat_shift_limit[0], sat_shift_limit[1])\n",
        "        s = cv2.add(s, sat_shift)\n",
        "        val_shift = np.random.uniform(val_shift_limit[0], val_shift_limit[1])\n",
        "        v = cv2.add(v, val_shift)\n",
        "        image = cv2.merge((h, s, v))\n",
        "        image = cv2.cvtColor(image, cv2.COLOR_HSV2BGR)\n",
        "\n",
        "    return image\n",
        "def randomShiftScaleRotate(image, mask,\n",
        "                           shift_limit=(-0.0625, 0.0625),\n",
        "                           scale_limit=(-0.1, 0.1),\n",
        "                           rotate_limit=(-45, 45), aspect_limit=(0, 0),\n",
        "                           borderMode=cv2.BORDER_CONSTANT, u=0.5):\n",
        "    if np.random.random() < u:\n",
        "        height, width, channel = image.shape\n",
        "\n",
        "        angle = np.random.uniform(rotate_limit[0], rotate_limit[1])  # degree\n",
        "        scale = np.random.uniform(1 + scale_limit[0], 1 + scale_limit[1])\n",
        "        aspect = np.random.uniform(1 + aspect_limit[0], 1 + aspect_limit[1])\n",
        "        sx = scale * aspect / (aspect ** 0.5)\n",
        "        sy = scale / (aspect ** 0.5)\n",
        "        dx = round(np.random.uniform(shift_limit[0], shift_limit[1]) * width)\n",
        "        dy = round(np.random.uniform(shift_limit[0], shift_limit[1]) * height)\n",
        "\n",
        "        cc = np.math.cos(angle / 180 * np.math.pi) * sx\n",
        "        ss = np.math.sin(angle / 180 * np.math.pi) * sy\n",
        "        rotate_matrix = np.array([[cc, -ss], [ss, cc]])\n",
        "\n",
        "        box0 = np.array([[0, 0], [width, 0], [width, height], [0, height], ])\n",
        "        box1 = box0 - np.array([width / 2, height / 2])\n",
        "        box1 = np.dot(box1, rotate_matrix.T) + np.array([width / 2 + dx, height / 2 + dy])\n",
        "\n",
        "        box0 = box0.astype(np.float32)\n",
        "        box1 = box1.astype(np.float32)\n",
        "        mat = cv2.getPerspectiveTransform(box0, box1)\n",
        "        image = cv2.warpPerspective(image, mat, (width, height), flags=cv2.INTER_LINEAR, borderMode=borderMode,\n",
        "                                    borderValue=(\n",
        "                                        0, 0,\n",
        "                                        0,))\n",
        "        mask = cv2.warpPerspective(mask, mat, (width, height), flags=cv2.INTER_LINEAR, borderMode=borderMode,\n",
        "                                   borderValue=(\n",
        "                                       0, 0,\n",
        "                                       0,))\n",
        "\n",
        "    return image, mask\n",
        "def randomHorizontalFlip(image, mask, u=0.5):\n",
        "    if np.random.random() < u:\n",
        "        image = cv2.flip(image, 1)\n",
        "        mask = cv2.flip(mask, 1)\n",
        "\n",
        "    return image, mask\n",
        "import random\n",
        "import gzip\n",
        "import pickle\n",
        "import matplotlib.pyplot as plt\n",
        "%matplotlib inline\n",
        "def train_generator(train_batch_size):\n",
        "    while True:\n",
        "        this_ids_train_split = random.sample(list(ids_train_split), len(list(ids_train_split)))\n",
        "        for start in range(0, len(this_ids_train_split), train_batch_size):\n",
        "            x_batch = []\n",
        "            y_batch = []\n",
        "            \n",
        "            end = min(start + train_batch_size, len(this_ids_train_split))\n",
        "            ids_train_batch = this_ids_train_split[start:end]\n",
        "            \n",
        "            for id in ids_train_batch:\n",
        "                \n",
        "                f = gzip.open(\"./data/train_cut/\" + id + '_01.pklz','rb')\n",
        "                img = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                f = gzip.open(\"/content/train_masks/\" + id + '_01.pklz','rb')\n",
        "                mask = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                img = randomHueSaturationValue(img,\n",
        "                                               hue_shift_limit=(-50, 50),\n",
        "                                               sat_shift_limit=(-5, 5),\n",
        "                                               val_shift_limit=(-15, 15))\n",
        "                \n",
        "                img, mask = randomShiftScaleRotate(img, mask,\n",
        "                                                   shift_limit=(0,0),\n",
        "                                                   scale_limit=(-0.1, 0.1),\n",
        "                                                   rotate_limit=(-0, 0))\n",
        "                \n",
        "                mask = np.expand_dims(mask, axis=2)\n",
        "                \n",
        "                x_batch.append(img)\n",
        "                y_batch.append(mask)\n",
        "                \n",
        "                f = gzip.open(\"./data/train_cut/\" + id + '_02.pklz','rb')\n",
        "                img = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                f = gzip.open(\"./data/train_masks_cut/\" + id + '_02.pklz','rb')\n",
        "                mask = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                img = randomHueSaturationValue(img,\n",
        "                                               hue_shift_limit=(-50, 50),\n",
        "                                               sat_shift_limit=(-5, 5),\n",
        "                                               val_shift_limit=(-15, 15))\n",
        "                \n",
        "                img, mask = randomShiftScaleRotate(img, mask,\n",
        "                                                   shift_limit=(-0.0625, 0.0625),\n",
        "                                                   scale_limit=(-0.1, 0.1),\n",
        "                                                   rotate_limit=(-0, 0))\n",
        "                \n",
        "                mask = np.expand_dims(mask, axis=2)\n",
        "                \n",
        "                x_batch.append(img)\n",
        "                y_batch.append(mask)\n",
        "                \n",
        "            x_batch = np.array(x_batch, np.float32) / 255\n",
        "            y_batch = np.array(y_batch, np.float32) / 255\n",
        "            \n",
        "            yield x_batch, y_batch\n",
        "def valid_generator(val_batch_size):\n",
        "    while True:\n",
        "        for start in range(0, len(ids_valid_split), val_batch_size):\n",
        "            \n",
        "            x_batch = []\n",
        "            y_batch = []\n",
        "            \n",
        "            end = min(start + val_batch_size, len(ids_valid_split))\n",
        "            ids_valid_batch = ids_valid_split[start:end]\n",
        "            \n",
        "            for id in ids_valid_batch.values:\n",
        "                f = gzip.open(\"/content/train/\" + id + '_01.pklz','rb')\n",
        "                img = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                f = gzip.open(\"/content/train\" + id + '_01.pklz','rb')\n",
        "                mask = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                mask = np.expand_dims(mask, axis=2)\n",
        "                \n",
        "                x_batch.append(img)\n",
        "                y_batch.append(mask)\n",
        "                \n",
        "                f = gzip.open(\"/content/train\" + id + '_02.pklz','rb')\n",
        "                img = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                f = gzip.open(\"/content/train\" + id + '_02.pklz','rb')\n",
        "                mask = pickle.load(f)\n",
        "                f.close()\n",
        "                \n",
        "                mask = np.expand_dims(mask, axis=2)\n",
        "                \n",
        "                x_batch.append(img)\n",
        "                y_batch.append(mask)\n",
        "                \n",
        "            x_batch = np.array(x_batch, np.float32) / 255\n",
        "            y_batch = np.array(y_batch, np.float32) / 255\n",
        "            yield x_batch, y_batch\n",
        "train_batch_size = 3\n",
        "val_batch_size   = 8\n",
        "max_epochs = 10\n",
        "callbacks = [EarlyStopping(monitor='val_dice_loss',\n",
        "                           patience=8,\n",
        "                           verbose=1,\n",
        "                           min_delta=1e-4,\n",
        "                           mode='max'),\n",
        "             ReduceLROnPlateau(monitor='val_dice_loss',\n",
        "                               factor=0.1,\n",
        "                               patience=4,\n",
        "                               verbose=1,\n",
        "                               epsilon=1e-4,\n",
        "                               mode='max'),\n",
        "             ModelCheckpoint(monitor='val_dice_loss',\n",
        "                             filepath='weights/best_weights_fullres.hdf5',\n",
        "                             save_best_only=True,\n",
        "                             save_weights_only=True,\n",
        "                             mode='max')]\n",
        "\n",
        "history = model.fit_generator(generator=train_generator(train_batch_size),\n",
        "                    steps_per_epoch=np.ceil(float(len(ids_train_split)) / float(train_batch_size)),\n",
        "                    epochs=max_epochs,\n",
        "                    verbose=2,\n",
        "                    callbacks=callbacks,\n",
        "                    validation_data=valid_generator(val_batch_size),\n",
        "                    validation_steps=np.ceil(float(len(ids_valid_split)) / float(val_batch_size)))"
      ],
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/keras/callbacks.py:1335: UserWarning: `epsilon` argument is deprecated and will be removed, use `min_delta` instead.\n",
            "  warnings.warn('`epsilon` argument is deprecated and '\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Epoch 1/10\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "error",
          "ename": "FileNotFoundError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-20-d43cab983ecc>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m    196\u001b[0m                     \u001b[0mcallbacks\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcallbacks\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    197\u001b[0m                     \u001b[0mvalidation_data\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mvalid_generator\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mval_batch_size\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 198\u001b[0;31m                     validation_steps=np.ceil(float(len(ids_valid_split)) / float(val_batch_size)))\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/legacy/interfaces.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     89\u001b[0m                 warnings.warn('Update your `' + object_name + '` call to the ' +\n\u001b[1;32m     90\u001b[0m                               'Keras 2 API: ' + signature, stacklevel=2)\n\u001b[0;32m---> 91\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     92\u001b[0m         \u001b[0mwrapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_original_function\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     93\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/engine/training.py\u001b[0m in \u001b[0;36mfit_generator\u001b[0;34m(self, generator, steps_per_epoch, epochs, verbose, callbacks, validation_data, validation_steps, validation_freq, class_weight, max_queue_size, workers, use_multiprocessing, shuffle, initial_epoch)\u001b[0m\n\u001b[1;32m   1656\u001b[0m             \u001b[0muse_multiprocessing\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0muse_multiprocessing\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1657\u001b[0m             \u001b[0mshuffle\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mshuffle\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1658\u001b[0;31m             initial_epoch=initial_epoch)\n\u001b[0m\u001b[1;32m   1659\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1660\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0minterfaces\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlegacy_generator_methods_support\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/engine/training_generator.py\u001b[0m in \u001b[0;36mfit_generator\u001b[0;34m(model, generator, steps_per_epoch, epochs, verbose, callbacks, validation_data, validation_steps, validation_freq, class_weight, max_queue_size, workers, use_multiprocessing, shuffle, initial_epoch)\u001b[0m\n\u001b[1;32m    179\u001b[0m             \u001b[0mbatch_index\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    180\u001b[0m             \u001b[0;32mwhile\u001b[0m \u001b[0msteps_done\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0msteps_per_epoch\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 181\u001b[0;31m                 \u001b[0mgenerator_output\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput_generator\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    182\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    183\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgenerator_output\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'__len__'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/utils/data_utils.py\u001b[0m in \u001b[0;36mget\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    731\u001b[0m                     \u001b[0;34m\"`use_multiprocessing=False, workers > 1`.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    732\u001b[0m                     \"For more information see issue #1638.\")\n\u001b[0;32m--> 733\u001b[0;31m             \u001b[0msix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreraise\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexc_info\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/six.py\u001b[0m in \u001b[0;36mreraise\u001b[0;34m(tp, value, tb)\u001b[0m\n\u001b[1;32m    691\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__traceback__\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mtb\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    692\u001b[0m                 \u001b[0;32mraise\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwith_traceback\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 693\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    694\u001b[0m         \u001b[0;32mfinally\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    695\u001b[0m             \u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/utils/data_utils.py\u001b[0m in \u001b[0;36mget\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    700\u001b[0m                 \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    701\u001b[0m                     \u001b[0mfuture\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueue\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mblock\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 702\u001b[0;31m                     \u001b[0minputs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfuture\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m30\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    703\u001b[0m                     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mqueue\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtask_done\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    704\u001b[0m                 \u001b[0;32mexcept\u001b[0m \u001b[0mmp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTimeoutError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.6/multiprocessing/pool.py\u001b[0m in \u001b[0;36mget\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m    642\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    643\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 644\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    645\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    646\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_set\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.6/multiprocessing/pool.py\u001b[0m in \u001b[0;36mworker\u001b[0;34m(inqueue, outqueue, initializer, initargs, maxtasks, wrap_exception)\u001b[0m\n\u001b[1;32m    117\u001b[0m         \u001b[0mjob\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtask\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    118\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 119\u001b[0;31m             \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    120\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    121\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mwrap_exception\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mfunc\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0m_helper_reraises_exception\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/keras/utils/data_utils.py\u001b[0m in \u001b[0;36mnext_sample\u001b[0;34m(uid)\u001b[0m\n\u001b[1;32m    639\u001b[0m         \u001b[0mThe\u001b[0m \u001b[0mnext\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0mof\u001b[0m \u001b[0mgenerator\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m`\u001b[0m\u001b[0muid\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    640\u001b[0m     \"\"\"\n\u001b[0;32m--> 641\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0msix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_SHARED_SEQUENCES\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0muid\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    642\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    643\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m<ipython-input-20-d43cab983ecc>\u001b[0m in \u001b[0;36mtrain_generator\u001b[0;34m(train_batch_size)\u001b[0m\n\u001b[1;32m     80\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0mid\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mids_train_batch\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 82\u001b[0;31m                 \u001b[0mf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgzip\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"./data/train_cut/\"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mid\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m'_01.pklz'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m'rb'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     83\u001b[0m                 \u001b[0mimg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpickle\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     84\u001b[0m                 \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.6/gzip.py\u001b[0m in \u001b[0;36mopen\u001b[0;34m(filename, mode, compresslevel, encoding, errors, newline)\u001b[0m\n\u001b[1;32m     51\u001b[0m     \u001b[0mgz_mode\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreplace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"t\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     52\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mbytes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mPathLike\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 53\u001b[0;31m         \u001b[0mbinary_file\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mGzipFile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgz_mode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcompresslevel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     54\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"read\"\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"write\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     55\u001b[0m         \u001b[0mbinary_file\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mGzipFile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgz_mode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcompresslevel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.6/gzip.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, mode, compresslevel, fileobj, mtime)\u001b[0m\n\u001b[1;32m    161\u001b[0m             \u001b[0mmode\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;34m'b'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    162\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mfileobj\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 163\u001b[0;31m             \u001b[0mfileobj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmyfileobj\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbuiltins\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;34m'rb'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    164\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mfilename\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    165\u001b[0m             \u001b[0mfilename\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfileobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'name'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m''\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: './data/train_cut/85cba1a00135_07_01.pklz'"
          ]
        }
      ]
    }
  ]
}