VGG16_Cats&Dogs.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Untitled4.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/SahilSunda/ML_Project/blob/master/Practice1.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "da47hleTphGj",
        "outputId": "dc92fa58-8b6c-4e40-f1ea-93660e3ae43f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        }
      },
      "source": [
        "import keras,os\n",
        "from keras.models import Sequential\n",
        "from keras.layers import Dense, Conv2D, MaxPool2D , Flatten\n",
        "from keras.preprocessing.image import ImageDataGenerator\n",
        "import numpy as np\n",
        "import tensorflow as tf\n",
        "tf.test.gpu_device_name()"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "''"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 2
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5N7UmPCm20G1",
        "outputId": "bb5441e8-babf-4c44-8ba3-ffad51847f39"
      },
      "source": [
        "!wget --no-check-certificate \\\n",
        "  https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip \\\n",
        "  -O cats_and_dogs_filtered.zip"
      ],
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2021-06-03 14:17:36--  https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip\n",
            "Resolving storage.googleapis.com (storage.googleapis.com)... 172.217.15.80, 142.251.33.208, 142.250.65.80, ...\n",
            "Connecting to storage.googleapis.com (storage.googleapis.com)|172.217.15.80|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 68606236 (65M) [application/zip]\n",
            "Saving to: ‘cats_and_dogs_filtered.zip’\n",
            "\n",
            "cats_and_dogs_filte 100%[===================>]  65.43M   129MB/s    in 0.5s    \n",
            "\n",
            "2021-06-03 14:17:36 (129 MB/s) - ‘cats_and_dogs_filtered.zip’ saved [68606236/68606236]\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ACWnIC9v22in",
        "outputId": "845a1bfb-064c-4416-915d-59d6da2c6ce0"
      },
      "source": [
        "! unzip cats_and_dogs_filtered.zip"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Archive:  cats_and_dogs_filtered.zip\n",
            "replace cats_and_dogs_filtered/vectorize.py? [y]es, [n]o, [A]ll, [N]one, [r]ename: A\n",
            "  inflating: cats_and_dogs_filtered/vectorize.py  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2127.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2126.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2125.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2124.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2123.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2122.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2121.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2120.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2119.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2118.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2117.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2116.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2115.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2114.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2113.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2112.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2111.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2110.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2109.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2108.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2107.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2106.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2105.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2104.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2103.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2102.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2101.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2100.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2099.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2098.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2097.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2096.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2095.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2094.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2093.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2092.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2091.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2090.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2089.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2088.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2087.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2086.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2085.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2084.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2083.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2082.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2081.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2080.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2079.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2078.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2077.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2076.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2075.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2074.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2073.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2072.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2071.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2070.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2069.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2068.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2067.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2066.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2065.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2064.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2063.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2062.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2061.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2060.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2059.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2058.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2057.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2056.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2055.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2054.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2053.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2052.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2051.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2050.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2049.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2048.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2047.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2046.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2045.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2044.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2043.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2042.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2041.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2040.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2039.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2038.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2037.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2036.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2035.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2034.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2033.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2032.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2031.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2030.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2029.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2028.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2027.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2026.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2025.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2024.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2023.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2022.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2021.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2020.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2019.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2018.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2017.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2016.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2015.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2014.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2013.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2012.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2011.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2010.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2009.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2008.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2007.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2006.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2005.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2004.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2003.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2002.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2001.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2000.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2255.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2254.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2253.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2252.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2251.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2250.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2249.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2248.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2247.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2246.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2245.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2244.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2243.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2242.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2241.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2240.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2239.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2238.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2237.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2236.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2235.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2234.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2233.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2232.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2231.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2230.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2229.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2228.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2227.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2226.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2225.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2224.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2223.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2222.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2221.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2220.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2219.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2218.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2217.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2216.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2215.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2214.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2213.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2212.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2211.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2210.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2209.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2208.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2207.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2206.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2205.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2204.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2203.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2202.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2201.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2200.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2199.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2198.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2197.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2196.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2195.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2194.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2193.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2192.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2191.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2190.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2189.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2188.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2187.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2186.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2185.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2184.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2183.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2182.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2181.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2180.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2179.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2178.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2177.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2176.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2175.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2174.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2173.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2172.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2171.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2170.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2169.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2168.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2167.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2166.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2165.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2164.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2163.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2162.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2161.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2160.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2159.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2158.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2157.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2156.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2155.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2154.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2153.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2152.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2151.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2150.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2149.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2148.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2147.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2146.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2145.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2144.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2143.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2142.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2141.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2140.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2139.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2138.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2137.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2136.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2135.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2134.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2133.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2132.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2131.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2130.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2129.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2128.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2383.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2382.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2381.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2380.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2379.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2378.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2377.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2376.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2375.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2374.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2373.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2372.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2371.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2370.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2369.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2368.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2367.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2366.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2365.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2364.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2363.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2362.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2361.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2360.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2359.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2358.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2357.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2356.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2355.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2354.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2353.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2352.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2351.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2350.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2349.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2348.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2347.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2346.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2345.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2344.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2343.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2342.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2341.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2340.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2339.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2338.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2337.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2336.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2335.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2334.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2333.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2332.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2331.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2330.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2329.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2328.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2327.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2326.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2325.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2324.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2323.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2322.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2321.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2320.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2319.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2318.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2317.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2316.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2315.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2314.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2313.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2312.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2311.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2310.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2309.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2308.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2307.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2306.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2305.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2304.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2303.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2302.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2301.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2300.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2299.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2298.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2297.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2296.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2295.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2294.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2293.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2292.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2291.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2290.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2289.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2288.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2287.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2286.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2285.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2284.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2283.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2282.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2281.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2280.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2279.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2278.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2277.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2276.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2275.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2274.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2273.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2272.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2271.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2270.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2269.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2268.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2267.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2266.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2265.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2264.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2263.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2262.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2261.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2260.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2259.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2258.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2257.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2256.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2499.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2498.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2497.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2496.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2495.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2494.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2493.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2492.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2491.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2490.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2489.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2488.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2487.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2486.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2485.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2484.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2483.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2482.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2481.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2480.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2479.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2478.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2477.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2476.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2475.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2474.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2473.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2472.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2471.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2470.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2469.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2468.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2467.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2466.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2465.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2464.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2463.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2462.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2461.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2460.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2459.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2458.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2457.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2456.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2455.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2454.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2453.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2452.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2451.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2450.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2449.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2448.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2447.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2446.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2445.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2444.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2443.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2442.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2441.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2440.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2439.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2438.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2437.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2436.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2435.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2434.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2433.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2432.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2431.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2430.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2429.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2428.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2427.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2426.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2425.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2424.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2423.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2422.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2421.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2420.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2419.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2418.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2417.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2416.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2415.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2414.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2413.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2412.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2411.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2410.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2409.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2408.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2407.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2406.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2405.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2404.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2403.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2402.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2401.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2400.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2399.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2398.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2397.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2396.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2395.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2394.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2393.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2392.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2391.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2390.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2389.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2388.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2387.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2386.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2385.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/dogs/dog.2384.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2127.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2126.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2125.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2124.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2123.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2122.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2121.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2120.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2119.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2118.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2117.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2116.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2115.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2114.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2113.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2112.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2111.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2110.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2109.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2108.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2107.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2106.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2105.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2104.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2103.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2102.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2101.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2100.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2099.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2098.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2097.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2096.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2095.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2094.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2093.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2092.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2091.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2090.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2089.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2088.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2087.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2086.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2085.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2084.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2083.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2082.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2081.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2080.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2079.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2078.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2077.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2076.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2075.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2074.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2073.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2072.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2071.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2070.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2069.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2068.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2067.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2066.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2065.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2064.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2063.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2062.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2061.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2060.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2059.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2058.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2057.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2056.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2055.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2054.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2053.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2052.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2051.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2050.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2049.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2048.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2047.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2046.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2045.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2044.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2043.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2042.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2041.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2040.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2039.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2038.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2037.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2036.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2035.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2034.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2033.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2032.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2031.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2030.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2029.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2028.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2027.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2026.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2025.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2024.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2023.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2022.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2021.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2020.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2019.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2018.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2017.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2016.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2015.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2014.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2013.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2012.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2011.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2010.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2009.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2008.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2007.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2006.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2005.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2004.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2003.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2002.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2001.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2000.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2255.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2254.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2253.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2252.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2251.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2250.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2249.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2248.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2247.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2246.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2245.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2244.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2243.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2242.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2241.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2240.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2239.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2238.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2237.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2236.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2235.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2234.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2233.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2232.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2231.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2230.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2229.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2228.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2227.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2226.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2225.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2224.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2223.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2222.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2221.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2220.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2219.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2218.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2217.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2216.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2215.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2214.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2213.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2212.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2211.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2210.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2209.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2208.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2207.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2206.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2205.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2204.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2203.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2202.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2201.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2200.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2199.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2198.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2197.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2196.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2195.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2194.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2193.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2192.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2191.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2190.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2189.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2188.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2187.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2186.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2185.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2184.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2183.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2182.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2181.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2180.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2179.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2178.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2177.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2176.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2175.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2174.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2173.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2172.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2171.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2170.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2169.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2168.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2167.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2166.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2165.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2164.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2163.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2162.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2161.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2160.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2159.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2158.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2157.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2156.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2155.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2154.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2153.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2152.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2151.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2150.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2149.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2148.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2147.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2146.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2145.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2144.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2143.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2142.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2141.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2140.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2139.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2138.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2137.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2136.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2135.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2134.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2133.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2132.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2131.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2130.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2129.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2128.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2383.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2382.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2381.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2380.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2379.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2378.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2377.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2376.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2375.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2374.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2373.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2372.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2371.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2370.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2369.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2368.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2367.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2366.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2365.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2364.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2363.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2362.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2361.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2360.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2359.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2358.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2357.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2356.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2355.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2354.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2353.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2352.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2351.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2350.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2349.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2348.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2347.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2346.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2345.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2344.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2343.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2342.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2341.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2340.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2339.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2338.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2337.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2336.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2335.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2334.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2333.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2332.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2331.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2330.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2329.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2328.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2327.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2326.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2325.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2324.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2323.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2322.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2321.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2320.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2319.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2318.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2317.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2316.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2315.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2314.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2313.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2312.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2311.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2310.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2309.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2308.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2307.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2306.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2305.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2304.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2303.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2302.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2301.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2300.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2299.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2298.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2297.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2296.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2295.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2294.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2293.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2292.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2291.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2290.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2289.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2288.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2287.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2286.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2285.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2284.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2283.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2282.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2281.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2280.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2279.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2278.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2277.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2276.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2275.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2274.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2273.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2272.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2271.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2270.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2269.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2268.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2267.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2266.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2265.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2264.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2263.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2262.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2261.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2260.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2259.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2258.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2257.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2256.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2499.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2498.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2497.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2496.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2495.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2494.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2493.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2492.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2491.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2490.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2489.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2488.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2487.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2486.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2485.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2484.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2483.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2482.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2481.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2480.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2479.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2478.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2477.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2476.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2475.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2474.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2473.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2472.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2471.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2470.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2469.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2468.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2467.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2466.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2465.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2464.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2463.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2462.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2461.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2460.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2459.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2458.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2457.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2456.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2455.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2454.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2453.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2452.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2451.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2450.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2449.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2448.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2447.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2446.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2445.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2444.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2443.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2442.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2441.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2440.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2439.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2438.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2437.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2436.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2435.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2434.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2433.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2432.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2431.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2430.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2429.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2428.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2427.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2426.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2425.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2424.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2423.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2422.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2421.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2420.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2419.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2418.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2417.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2416.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2415.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2414.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2413.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2412.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2411.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2410.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2409.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2408.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2407.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2406.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2405.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2404.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2403.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2402.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2401.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2400.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2399.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2398.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2397.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2396.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2395.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2394.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2393.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2392.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2391.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2390.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2389.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2388.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2387.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2386.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2385.jpg  \n",
            "  inflating: cats_and_dogs_filtered/validation/cats/cat.2384.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.127.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.126.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.125.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.124.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.123.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.122.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.121.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.120.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.119.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.118.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.117.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.116.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.115.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.114.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.113.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.112.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.111.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.110.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.109.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.108.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.107.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.106.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.105.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.104.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.103.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.102.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.101.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.100.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.99.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.98.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.97.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.96.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.95.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.94.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.93.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.92.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.91.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.90.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.89.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.88.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.87.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.86.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.85.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.84.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.83.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.82.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.81.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.80.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.79.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.78.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.77.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.76.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.75.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.74.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.73.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.72.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.71.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.70.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.69.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.68.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.67.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.66.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.65.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.64.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.63.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.62.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.61.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.60.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.59.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.58.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.57.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.56.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.55.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.54.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.53.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.52.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.51.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.50.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.49.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.48.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.47.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.46.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.45.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.44.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.43.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.42.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.41.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.40.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.39.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.38.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.37.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.36.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.35.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.34.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.33.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.32.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.31.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.30.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.29.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.28.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.27.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.26.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.25.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.24.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.23.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.22.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.21.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.20.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.19.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.18.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.17.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.16.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.15.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.14.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.13.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.12.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.11.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.10.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.9.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.8.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.7.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.6.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.5.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.4.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.3.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.2.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.1.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.0.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.255.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.254.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.253.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.252.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.251.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.250.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.249.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.248.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.247.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.246.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.245.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.244.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.243.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.242.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.241.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.240.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.239.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.238.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.237.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.236.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.235.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.234.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.233.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.232.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.231.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.230.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.229.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.228.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.227.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.226.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.225.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.224.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.223.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.222.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.221.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.220.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.219.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.218.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.217.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.216.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.215.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.214.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.213.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.212.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.211.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.210.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.209.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.208.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.207.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.206.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.205.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.204.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.203.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.202.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.201.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.200.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.199.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.198.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.197.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.196.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.195.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.194.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.193.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.192.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.191.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.190.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.189.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.188.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.187.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.186.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.185.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.184.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.183.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.182.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.181.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.180.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.179.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.178.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.177.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.176.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.175.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.174.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.173.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.172.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.171.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.170.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.169.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.168.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.167.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.166.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.165.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.164.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.163.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.162.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.161.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.160.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.159.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.158.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.157.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.156.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.155.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.154.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.153.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.152.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.151.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.150.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.149.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.148.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.147.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.146.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.145.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.144.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.143.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.142.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.141.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.140.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.139.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.138.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.137.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.136.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.135.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.134.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.133.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.132.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.131.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.130.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.129.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.128.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.383.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.382.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.381.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.380.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.379.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.378.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.377.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.376.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.375.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.374.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.373.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.372.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.371.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.370.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.369.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.368.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.367.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.366.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.365.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.364.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.363.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.362.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.361.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.360.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.359.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.358.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.357.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.356.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.355.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.354.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.353.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.352.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.351.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.350.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.349.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.348.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.347.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.346.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.345.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.344.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.343.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.342.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.341.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.340.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.339.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.338.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.337.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.336.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.335.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.334.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.333.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.332.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.331.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.330.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.329.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.328.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.327.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.326.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.325.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.324.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.323.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.322.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.321.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.320.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.319.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.318.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.317.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.316.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.315.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.314.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.313.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.312.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.311.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.310.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.309.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.308.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.307.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.306.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.305.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.304.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.303.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.302.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.301.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.300.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.299.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.298.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.297.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.296.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.295.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.294.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.293.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.292.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.291.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.290.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.289.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.288.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.287.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.286.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.285.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.284.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.283.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.282.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.281.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.280.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.279.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.278.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.277.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.276.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.275.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.274.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.273.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.272.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.271.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.270.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.269.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.268.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.267.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.266.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.265.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.264.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.263.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.262.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.261.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.260.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.259.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.258.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.257.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.256.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.511.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.510.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.509.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.508.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.507.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.506.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.505.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.504.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.503.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.502.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.501.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.500.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.499.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.498.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.497.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.496.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.495.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.494.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.493.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.492.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.491.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.490.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.489.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.488.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.487.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.486.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.485.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.484.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.483.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.482.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.481.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.480.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.479.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.478.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.477.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.476.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.475.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.474.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.473.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.472.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.471.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.470.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.469.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.468.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.467.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.466.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.465.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.464.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.463.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.462.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.461.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.460.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.459.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.458.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.457.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.456.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.455.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.454.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.453.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.452.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.451.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.450.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.449.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.448.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.447.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.446.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.445.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.444.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.443.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.442.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.441.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.440.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.439.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.438.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.437.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.436.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.435.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.434.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.433.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.432.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.431.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.430.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.429.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.428.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.427.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.426.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.425.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.424.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.423.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.422.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.421.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.420.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.419.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.418.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.417.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.416.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.415.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.414.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.413.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.412.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.411.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.410.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.409.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.408.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.407.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.406.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.405.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.404.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.403.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.402.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.401.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.400.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.399.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.398.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.397.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.396.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.395.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.394.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.393.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.392.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.391.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.390.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.389.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.388.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.387.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.386.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.385.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.384.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.639.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.638.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.637.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.636.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.635.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.634.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.633.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.632.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.631.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.630.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.629.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.628.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.627.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.626.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.625.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.624.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.623.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.622.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.621.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.620.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.619.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.618.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.617.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.616.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.615.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.614.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.613.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.612.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.611.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.610.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.609.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.608.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.607.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.606.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.605.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.604.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.603.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.602.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.601.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.600.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.599.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.598.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.597.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.596.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.595.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.594.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.593.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.592.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.591.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.590.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.589.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.588.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.587.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.586.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.585.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.584.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.583.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.582.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.581.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.580.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.579.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.578.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.577.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.576.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.575.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.574.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.573.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.572.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.571.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.570.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.569.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.568.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.567.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.566.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.565.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.564.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.563.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.562.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.561.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.560.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.559.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.558.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.557.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.556.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.555.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.554.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.553.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.552.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.551.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.550.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.549.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.548.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.547.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.546.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.545.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.544.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.543.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.542.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.541.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.540.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.539.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.538.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.537.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.536.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.535.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.534.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.533.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.532.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.531.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.530.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.529.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.528.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.527.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.526.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.525.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.524.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.523.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.522.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.521.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.520.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.519.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.518.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.517.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.516.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.515.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.514.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.513.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.512.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.767.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.766.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.765.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.764.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.763.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.762.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.761.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.760.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.759.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.758.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.757.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.756.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.755.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.754.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.753.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.752.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.751.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.750.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.749.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.748.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.747.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.746.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.745.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.744.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.743.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.742.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.741.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.740.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.739.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.738.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.737.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.736.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.735.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.734.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.733.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.732.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.731.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.730.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.729.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.728.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.727.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.726.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.725.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.724.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.723.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.722.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.721.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.720.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.719.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.718.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.717.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.716.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.715.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.714.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.713.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.712.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.711.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.710.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.709.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.708.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.707.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.706.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.705.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.704.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.703.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.702.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.701.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.700.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.699.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.698.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.697.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.696.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.695.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.694.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.693.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.692.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.691.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.690.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.689.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.688.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.687.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.686.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.685.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.684.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.683.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.682.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.681.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.680.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.679.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.678.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.677.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.676.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.675.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.674.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.673.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.672.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.671.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.670.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.669.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.668.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.667.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.666.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.665.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.664.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.663.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.662.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.661.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.660.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.659.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.658.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.657.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.656.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.655.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.654.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.653.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.652.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.651.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.650.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.649.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.648.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.647.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.646.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.645.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.644.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.643.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.642.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.641.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.640.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.895.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.894.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.893.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.892.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.891.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.890.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.889.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.888.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.887.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.886.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.885.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.884.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.883.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.882.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.881.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.880.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.879.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.878.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.877.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.876.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.875.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.874.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.873.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.872.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.871.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.870.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.869.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.868.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.867.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.866.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.865.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.864.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.863.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.862.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.861.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.860.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.859.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.858.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.857.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.856.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.855.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.854.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.853.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.852.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.851.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.850.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.849.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.848.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.847.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.846.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.845.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.844.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.843.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.842.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.841.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.840.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.839.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.838.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.837.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.836.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.835.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.834.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.833.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.832.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.831.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.830.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.829.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.828.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.827.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.826.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.825.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.824.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.823.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.822.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.821.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.820.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.819.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.818.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.817.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.816.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.815.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.814.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.813.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.812.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.811.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.810.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.809.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.808.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.807.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.806.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.805.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.804.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.803.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.802.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.801.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.800.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.799.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.798.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.797.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.796.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.795.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.794.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.793.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.792.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.791.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.790.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.789.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.788.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.787.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.786.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.785.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.784.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.783.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.782.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.781.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.780.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.779.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.778.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.777.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.776.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.775.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.774.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.773.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.772.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.771.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.770.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.769.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.768.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.999.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.998.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.997.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.996.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.995.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.994.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.993.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.992.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.991.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.990.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.989.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.988.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.987.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.986.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.985.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.984.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.983.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.982.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.981.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.980.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.979.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.978.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.977.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.976.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.975.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.974.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.973.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.972.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.971.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.970.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.969.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.968.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.967.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.966.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.965.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.964.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.963.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.962.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.961.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.960.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.959.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.958.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.957.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.956.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.955.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.954.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.953.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.952.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.951.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.950.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.949.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.948.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.947.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.946.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.945.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.944.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.943.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.942.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.941.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.940.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.939.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.938.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.937.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.936.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.935.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.934.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.933.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.932.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.931.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.930.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.929.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.928.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.927.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.926.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.925.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.924.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.923.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.922.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.921.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.920.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.919.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.918.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.917.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.916.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.915.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.914.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.913.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.912.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.911.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.910.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.909.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.908.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.907.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.906.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.905.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.904.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.903.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.902.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.901.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.900.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.899.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.898.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.897.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/dogs/dog.896.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.127.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.126.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.125.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.124.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.123.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.122.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.121.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.120.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.119.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.118.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.117.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.116.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.115.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.114.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.113.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.112.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.111.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.110.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.109.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.108.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.107.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.106.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.105.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.104.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.103.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.102.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.101.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.100.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.99.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.98.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.97.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.96.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.95.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.94.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.93.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.92.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.91.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.90.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.89.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.88.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.87.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.86.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.85.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.84.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.83.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.82.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.81.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.80.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.79.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.78.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.77.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.76.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.75.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.74.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.73.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.72.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.71.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.70.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.69.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.68.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.67.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.66.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.65.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.64.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.63.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.62.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.61.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.60.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.59.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.58.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.57.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.56.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.55.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.54.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.53.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.52.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.51.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.50.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.49.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.48.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.47.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.46.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.45.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.44.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.43.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.42.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.41.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.40.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.39.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.38.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.37.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.36.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.35.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.34.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.33.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.32.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.31.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.30.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.29.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.28.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.27.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.26.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.25.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.24.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.23.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.22.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.21.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.20.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.19.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.18.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.17.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.16.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.15.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.14.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.13.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.12.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.11.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.10.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.9.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.8.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.7.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.6.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.5.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.4.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.3.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.2.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.1.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.0.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.255.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.254.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.253.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.252.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.251.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.250.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.249.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.248.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.247.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.246.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.245.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.244.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.243.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.242.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.241.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.240.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.239.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.238.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.237.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.236.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.235.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.234.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.233.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.232.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.231.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.230.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.229.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.228.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.227.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.226.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.225.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.224.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.223.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.222.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.221.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.220.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.219.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.218.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.217.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.216.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.215.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.214.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.213.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.212.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.211.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.210.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.209.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.208.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.207.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.206.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.205.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.204.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.203.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.202.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.201.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.200.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.199.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.198.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.197.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.196.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.195.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.194.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.193.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.192.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.191.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.190.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.189.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.188.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.187.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.186.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.185.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.184.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.183.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.182.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.181.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.180.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.179.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.178.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.177.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.176.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.175.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.174.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.173.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.172.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.171.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.170.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.169.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.168.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.167.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.166.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.165.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.164.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.163.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.162.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.161.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.160.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.159.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.158.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.157.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.156.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.155.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.154.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.153.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.152.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.151.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.150.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.149.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.148.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.147.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.146.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.145.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.144.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.143.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.142.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.141.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.140.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.139.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.138.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.137.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.136.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.135.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.134.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.133.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.132.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.131.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.130.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.129.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.128.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.383.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.382.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.381.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.380.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.379.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.378.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.377.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.376.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.375.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.374.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.373.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.372.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.371.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.370.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.369.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.368.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.367.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.366.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.365.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.364.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.363.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.362.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.361.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.360.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.359.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.358.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.357.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.356.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.355.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.354.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.353.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.352.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.351.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.350.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.349.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.348.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.347.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.346.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.345.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.344.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.343.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.342.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.341.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.340.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.339.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.338.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.337.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.336.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.335.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.334.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.333.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.332.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.331.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.330.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.329.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.328.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.327.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.326.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.325.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.324.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.323.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.322.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.321.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.320.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.319.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.318.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.317.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.316.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.315.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.314.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.313.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.312.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.311.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.310.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.309.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.308.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.307.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.306.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.305.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.304.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.303.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.302.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.301.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.300.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.299.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.298.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.297.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.296.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.295.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.294.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.293.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.292.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.291.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.290.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.289.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.288.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.287.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.286.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.285.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.284.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.283.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.282.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.281.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.280.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.279.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.278.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.277.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.276.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.275.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.274.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.273.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.272.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.271.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.270.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.269.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.268.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.267.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.266.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.265.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.264.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.263.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.262.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.261.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.260.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.259.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.258.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.257.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.256.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.511.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.510.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.509.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.508.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.507.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.506.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.505.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.504.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.503.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.502.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.501.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.500.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.499.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.498.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.497.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.496.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.495.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.494.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.493.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.492.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.491.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.490.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.489.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.488.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.487.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.486.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.485.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.484.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.483.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.482.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.481.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.480.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.479.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.478.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.477.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.476.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.475.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.474.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.473.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.472.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.471.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.470.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.469.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.468.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.467.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.466.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.465.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.464.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.463.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.462.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.461.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.460.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.459.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.458.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.457.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.456.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.455.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.454.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.453.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.452.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.451.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.450.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.449.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.448.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.447.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.446.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.445.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.444.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.443.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.442.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.441.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.440.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.439.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.438.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.437.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.436.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.435.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.434.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.433.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.432.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.431.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.430.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.429.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.428.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.427.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.426.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.425.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.424.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.423.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.422.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.421.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.420.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.419.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.418.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.417.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.416.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.415.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.414.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.413.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.412.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.411.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.410.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.409.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.408.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.407.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.406.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.405.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.404.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.403.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.402.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.401.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.400.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.399.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.398.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.397.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.396.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.395.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.394.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.393.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.392.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.391.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.390.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.389.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.388.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.387.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.386.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.385.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.384.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.639.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.638.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.637.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.636.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.635.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.634.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.633.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.632.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.631.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.630.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.629.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.628.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.627.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.626.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.625.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.624.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.623.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.622.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.621.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.620.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.619.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.618.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.617.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.616.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.615.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.614.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.613.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.612.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.611.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.610.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.609.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.608.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.607.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.606.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.605.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.604.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.603.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.602.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.601.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.600.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.599.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.598.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.597.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.596.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.595.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.594.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.593.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.592.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.591.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.590.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.589.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.588.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.587.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.586.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.585.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.584.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.583.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.582.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.581.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.580.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.579.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.578.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.577.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.576.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.575.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.574.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.573.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.572.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.571.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.570.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.569.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.568.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.567.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.566.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.565.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.564.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.563.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.562.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.561.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.560.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.559.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.558.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.557.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.556.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.555.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.554.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.553.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.552.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.551.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.550.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.549.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.548.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.547.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.546.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.545.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.544.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.543.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.542.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.541.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.540.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.539.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.538.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.537.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.536.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.535.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.534.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.533.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.532.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.531.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.530.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.529.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.528.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.527.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.526.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.525.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.524.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.523.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.522.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.521.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.520.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.519.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.518.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.517.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.516.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.515.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.514.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.513.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.512.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.767.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.766.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.765.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.764.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.763.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.762.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.761.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.760.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.759.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.758.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.757.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.756.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.755.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.754.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.753.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.752.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.751.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.750.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.749.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.748.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.747.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.746.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.745.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.744.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.743.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.742.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.741.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.740.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.739.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.738.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.737.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.736.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.735.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.734.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.733.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.732.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.731.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.730.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.729.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.728.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.727.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.726.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.725.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.724.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.723.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.722.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.721.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.720.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.719.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.718.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.717.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.716.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.715.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.714.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.713.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.712.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.711.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.710.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.709.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.708.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.707.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.706.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.705.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.704.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.703.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.702.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.701.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.700.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.699.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.698.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.697.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.696.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.695.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.694.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.693.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.692.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.691.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.690.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.689.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.688.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.687.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.686.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.685.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.684.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.683.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.682.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.681.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.680.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.679.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.678.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.677.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.676.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.675.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.674.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.673.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.672.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.671.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.670.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.669.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.668.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.667.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.666.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.665.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.664.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.663.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.662.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.661.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.660.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.659.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.658.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.657.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.656.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.655.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.654.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.653.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.652.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.651.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.650.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.649.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.648.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.647.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.646.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.645.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.644.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.643.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.642.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.641.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.640.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.895.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.894.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.893.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.892.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.891.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.890.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.889.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.888.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.887.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.886.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.885.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.884.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.883.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.882.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.881.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.880.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.879.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.878.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.877.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.876.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.875.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.874.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.873.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.872.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.871.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.870.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.869.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.868.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.867.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.866.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.865.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.864.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.863.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.862.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.861.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.860.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.859.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.858.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.857.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.856.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.855.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.854.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.853.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.852.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.851.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.850.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.849.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.848.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.847.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.846.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.845.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.844.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.843.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.842.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.841.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.840.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.839.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.838.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.837.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.836.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.835.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.834.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.833.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.832.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.831.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.830.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.829.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.828.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.827.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.826.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.825.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.824.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.823.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.822.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.821.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.820.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.819.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.818.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.817.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.816.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.815.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.814.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.813.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.812.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.811.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.810.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.809.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.808.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.807.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.806.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.805.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.804.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.803.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.802.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.801.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.800.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.799.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.798.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.797.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.796.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.795.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.794.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.793.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.792.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.791.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.790.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.789.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.788.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.787.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.786.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.785.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.784.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.783.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.782.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.781.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.780.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.779.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.778.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.777.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.776.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.775.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.774.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.773.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.772.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.771.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.770.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.769.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.768.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.999.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.998.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.997.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.996.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.995.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.994.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.993.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.992.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.991.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.990.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.989.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.988.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.987.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.986.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.985.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.984.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.983.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.982.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.981.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.980.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.979.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.978.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.977.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.976.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.975.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.974.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.973.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.972.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.971.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.970.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.969.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.968.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.967.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.966.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.965.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.964.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.963.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.962.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.961.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.960.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.959.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.958.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.957.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.956.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.955.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.954.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.953.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.952.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.951.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.950.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.949.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.948.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.947.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.946.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.945.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.944.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.943.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.942.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.941.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.940.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.939.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.938.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.937.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.936.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.935.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.934.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.933.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.932.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.931.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.930.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.929.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.928.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.927.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.926.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.925.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.924.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.923.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.922.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.921.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.920.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.919.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.918.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.917.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.916.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.915.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.914.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.913.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.912.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.911.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.910.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.909.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.908.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.907.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.906.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.905.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.904.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.903.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.902.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.901.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.900.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.899.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.898.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.897.jpg  \n",
            "  inflating: cats_and_dogs_filtered/train/cats/cat.896.jpg  \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pt2zzAKD3DmU",
        "outputId": "eb040e2a-f0f5-413f-c7e3-9745bbc4dbc0"
      },
      "source": [
        "trdata = ImageDataGenerator()\n",
        "traindata = trdata.flow_from_directory(directory=\"cats_and_dogs_filtered/train\",target_size=(224,224))\n",
        "tsdata = ImageDataGenerator()\n",
        "testdata = tsdata.flow_from_directory(directory=\"cats_and_dogs_filtered/validation\", target_size=(224,224))"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Found 2000 images belonging to 2 classes.\n",
            "Found 1000 images belonging to 2 classes.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "n-3GsazXpiDZ"
      },
      "source": [
        "model = Sequential()\n",
        "model.add(Conv2D(input_shape=(224,224,3),filters=64,kernel_size=(3,3),padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=64,kernel_size=(3,3),padding=\"same\", activation=\"relu\"))\n",
        "model.add(MaxPool2D(pool_size=(2,2),strides=(2,2)))\n",
        "model.add(Conv2D(filters=128, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=128, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(MaxPool2D(pool_size=(2,2),strides=(2,2)))\n",
        "model.add(Conv2D(filters=256, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=256, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=256, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(MaxPool2D(pool_size=(2,2),strides=(2,2)))\n",
        "model.add(Conv2D(filters=512, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=512, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=512, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(MaxPool2D(pool_size=(2,2),strides=(2,2)))\n",
        "model.add(Conv2D(filters=512, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=512, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(Conv2D(filters=512, kernel_size=(3,3), padding=\"same\", activation=\"relu\"))\n",
        "model.add(MaxPool2D(pool_size=(2,2),strides=(2,2)))"
      ],
      "execution_count": 6,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tLePfMEW0Gft"
      },
      "source": [
        "model.add(Flatten())\n",
        "model.add(Dense(units=4096,activation=\"relu\"))\n",
        "model.add(Dense(units=4096,activation=\"relu\"))\n",
        "model.add(Dense(units=2, activation=\"softmax\"))"
      ],
      "execution_count": 7,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5w2VyPHB0J08"
      },
      "source": [
        "from keras.optimizers import Adam\n",
        "opt = Adam(learning_rate=0.001)\n",
        "model.compile(optimizer=opt, loss=keras.losses.categorical_crossentropy, metrics=['accuracy'])"
      ],
      "execution_count": 8,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "W2VQR26s0jh_",
        "outputId": "f0d49b90-3337-414d-9812-4beb291914c0"
      },
      "source": [
        "model.summary()"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Model: \"sequential\"\n",
            "_________________________________________________________________\n",
            "Layer (type)                 Output Shape              Param #   \n",
            "=================================================================\n",
            "conv2d (Conv2D)              (None, 224, 224, 64)      1792      \n",
            "_________________________________________________________________\n",
            "conv2d_1 (Conv2D)            (None, 224, 224, 64)      36928     \n",
            "_________________________________________________________________\n",
            "max_pooling2d (MaxPooling2D) (None, 112, 112, 64)      0         \n",
            "_________________________________________________________________\n",
            "conv2d_2 (Conv2D)            (None, 112, 112, 128)     73856     \n",
            "_________________________________________________________________\n",
            "conv2d_3 (Conv2D)            (None, 112, 112, 128)     147584    \n",
            "_________________________________________________________________\n",
            "max_pooling2d_1 (MaxPooling2 (None, 56, 56, 128)       0         \n",
            "_________________________________________________________________\n",
            "conv2d_4 (Conv2D)            (None, 56, 56, 256)       295168    \n",
            "_________________________________________________________________\n",
            "conv2d_5 (Conv2D)            (None, 56, 56, 256)       590080    \n",
            "_________________________________________________________________\n",
            "conv2d_6 (Conv2D)            (None, 56, 56, 256)       590080    \n",
            "_________________________________________________________________\n",
            "max_pooling2d_2 (MaxPooling2 (None, 28, 28, 256)       0         \n",
            "_________________________________________________________________\n",
            "conv2d_7 (Conv2D)            (None, 28, 28, 512)       1180160   \n",
            "_________________________________________________________________\n",
            "conv2d_8 (Conv2D)            (None, 28, 28, 512)       2359808   \n",
            "_________________________________________________________________\n",
            "conv2d_9 (Conv2D)            (None, 28, 28, 512)       2359808   \n",
            "_________________________________________________________________\n",
            "max_pooling2d_3 (MaxPooling2 (None, 14, 14, 512)       0         \n",
            "_________________________________________________________________\n",
            "conv2d_10 (Conv2D)           (None, 14, 14, 512)       2359808   \n",
            "_________________________________________________________________\n",
            "conv2d_11 (Conv2D)           (None, 14, 14, 512)       2359808   \n",
            "_________________________________________________________________\n",
            "conv2d_12 (Conv2D)           (None, 14, 14, 512)       2359808   \n",
            "_________________________________________________________________\n",
            "max_pooling2d_4 (MaxPooling2 (None, 7, 7, 512)         0         \n",
            "_________________________________________________________________\n",
            "flatten (Flatten)            (None, 25088)             0         \n",
            "_________________________________________________________________\n",
            "dense (Dense)                (None, 4096)              102764544 \n",
            "_________________________________________________________________\n",
            "dense_1 (Dense)              (None, 4096)              16781312  \n",
            "_________________________________________________________________\n",
            "dense_2 (Dense)              (None, 2)                 8194      \n",
            "=================================================================\n",
            "Total params: 134,268,738\n",
            "Trainable params: 134,268,738\n",
            "Non-trainable params: 0\n",
            "_________________________________________________________________\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "K5-JJJFUHJr9",
        "outputId": "771d8917-c219-4cd4-91f3-c9c298d95124"
      },
      "source": [
        "from keras.callbacks import ModelCheckpoint, EarlyStopping\n",
        "checkpoint = ModelCheckpoint(\"vgg16_1.h5\", monitor='val_accuracy', verbose=1, save_best_only=True, save_weights_only=False, mode='auto', save_freq=1)\n",
        "early = EarlyStopping(monitor='val_accuracy', min_delta=0, patience=20, verbose=1, mode='auto')\n",
        "hist = model.fit_generator(steps_per_epoch=2000/64,generator=traindata, validation_data= testdata, validation_steps=1000/64,epochs=3,callbacks=[checkpoint,early])"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.7/dist-packages/keras/engine/training.py:1915: UserWarning: `Model.fit_generator` is deprecated and will be removed in a future version. Please use `Model.fit`, which supports generators.\n",
            "  warnings.warn('`Model.fit_generator` is deprecated and '\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Epoch 1/3\n",
            " 1/31 [..............................] - ETA: 41:37 - loss: 0.7062 - accuracy: 0.5000WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 2/31 [>.............................] - ETA: 29:59 - loss: 961.2784 - accuracy: 0.4844WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 3/31 [=>............................] - ETA: 28:46 - loss: 1068.0322 - accuracy: 0.4965WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 4/31 [==>...........................] - ETA: 27:39 - loss: 1041.3556 - accuracy: 0.5052WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 5/31 [===>..........................] - ETA: 26:33 - loss: 986.9279 - accuracy: 0.5117 WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 6/31 [====>.........................] - ETA: 25:29 - loss: 929.2954 - accuracy: 0.5132WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 7/31 [=====>........................] - ETA: 24:28 - loss: 875.0591 - accuracy: 0.5151WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 8/31 [======>.......................] - ETA: 23:27 - loss: 825.8035 - accuracy: 0.5196WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 9/31 [=======>......................] - ETA: 22:28 - loss: 781.6080 - accuracy: 0.5220WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "10/31 [========>.....................] - ETA: 21:26 - loss: 741.9787 - accuracy: 0.5230WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "11/31 [=========>....................] - ETA: 20:25 - loss: 706.3760 - accuracy: 0.5229WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "12/31 [==========>...................] - ETA: 19:24 - loss: 674.2789 - accuracy: 0.5228WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "13/31 [===========>..................] - ETA: 18:24 - loss: 645.2233 - accuracy: 0.5231WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "14/31 [============>.................] - ETA: 17:23 - loss: 618.8090 - accuracy: 0.5232WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "15/31 [=============>................] - ETA: 16:22 - loss: 594.6956 - accuracy: 0.5233WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "16/31 [==============>...............] - ETA: 15:21 - loss: 572.5947 - accuracy: 0.5234WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "17/31 [===============>..............] - ETA: 14:20 - loss: 552.2622 - accuracy: 0.5233WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "18/31 [================>.............] - ETA: 13:20 - loss: 533.4906 - accuracy: 0.5227WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "19/31 [=================>............] - ETA: 12:19 - loss: 516.1030 - accuracy: 0.5221WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "20/31 [==================>...........] - ETA: 11:20 - loss: 499.9481 - accuracy: 0.5216WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "21/31 [===================>..........] - ETA: 10:19 - loss: 484.8957 - accuracy: 0.5212WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "22/31 [====================>.........] - ETA: 9:19 - loss: 470.8333 - accuracy: 0.5209 WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "23/31 [=====================>........] - ETA: 8:18 - loss: 457.6631 - accuracy: 0.5206WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "24/31 [======================>.......] - ETA: 7:18 - loss: 445.3005 - accuracy: 0.5204WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "25/31 [=======================>......] - ETA: 6:18 - loss: 433.6704 - accuracy: 0.5203WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "26/31 [=======================>......] - ETA: 5:17 - loss: 422.7074 - accuracy: 0.5201WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "27/31 [========================>.....] - ETA: 4:16 - loss: 412.3535 - accuracy: 0.5198WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "28/31 [=========================>....] - ETA: 3:12 - loss: 402.6467 - accuracy: 0.5194WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "29/31 [==========================>...] - ETA: 2:13 - loss: 393.4400 - accuracy: 0.5192WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "30/31 [===========================>..] - ETA: 1:14 - loss: 384.6947 - accuracy: 0.5189WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "31/31 [============================>.] - ETA: 14s - loss: 376.3757 - accuracy: 0.5187 WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "32/31 [==============================] - ETA: -44s - loss: 368.4515 - accuracy: 0.5186WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "31/31 [==============================] - 2188s 70s/step - loss: 361.0075 - accuracy: 0.5185 - val_loss: 0.6955 - val_accuracy: 0.5078\n",
            "Epoch 2/3\n",
            " 1/31 [..............................] - ETA: 30:24 - loss: 0.6837 - accuracy: 0.5625WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 2/31 [>.............................] - ETA: 29:15 - loss: 0.6918 - accuracy: 0.5391WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 3/31 [=>............................] - ETA: 28:09 - loss: 0.6948 - accuracy: 0.5260WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 4/31 [==>...........................] - ETA: 27:08 - loss: 0.6951 - accuracy: 0.5254WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 5/31 [===>..........................] - ETA: 26:09 - loss: 0.6956 - accuracy: 0.5216WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 6/31 [====>.........................] - ETA: 25:10 - loss: 0.6957 - accuracy: 0.5206WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 7/31 [=====>........................] - ETA: 24:11 - loss: 0.6957 - accuracy: 0.5189WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 8/31 [======>.......................] - ETA: 23:11 - loss: 0.6959 - accuracy: 0.5151WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 9/31 [=======>......................] - ETA: 22:12 - loss: 0.6960 - accuracy: 0.5130WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "10/31 [========>.....................] - ETA: 21:12 - loss: 0.6960 - accuracy: 0.5117WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "11/31 [=========>....................] - ETA: 20:11 - loss: 0.6960 - accuracy: 0.5099WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "12/31 [==========>...................] - ETA: 19:11 - loss: 0.6960 - accuracy: 0.5093WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "13/31 [===========>..................] - ETA: 17:27 - loss: 0.6959 - accuracy: 0.5089WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "14/31 [============>.................] - ETA: 16:33 - loss: 0.6959 - accuracy: 0.5081WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "15/31 [=============>................] - ETA: 15:37 - loss: 0.6958 - accuracy: 0.5077WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "16/31 [==============>...............] - ETA: 14:41 - loss: 0.6958 - accuracy: 0.5073WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "17/31 [===============>..............] - ETA: 13:46 - loss: 0.6958 - accuracy: 0.5068WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "18/31 [================>.............] - ETA: 12:49 - loss: 0.6957 - accuracy: 0.5065WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "19/31 [=================>............] - ETA: 11:52 - loss: 0.6957 - accuracy: 0.5065WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "20/31 [==================>...........] - ETA: 10:55 - loss: 0.6956 - accuracy: 0.5064WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "21/31 [===================>..........] - ETA: 9:58 - loss: 0.6955 - accuracy: 0.5067 WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "22/31 [====================>.........] - ETA: 9:00 - loss: 0.6955 - accuracy: 0.5070WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "23/31 [=====================>........] - ETA: 8:02 - loss: 0.6954 - accuracy: 0.5073WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "24/31 [======================>.......] - ETA: 7:04 - loss: 0.6953 - accuracy: 0.5076WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "25/31 [=======================>......] - ETA: 6:06 - loss: 0.6953 - accuracy: 0.5079WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "26/31 [=======================>......] - ETA: 5:07 - loss: 0.6952 - accuracy: 0.5082WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "27/31 [========================>.....] - ETA: 4:09 - loss: 0.6952 - accuracy: 0.5085WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "28/31 [=========================>....] - ETA: 3:10 - loss: 0.6951 - accuracy: 0.5088WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "29/31 [==========================>...] - ETA: 2:12 - loss: 0.6951 - accuracy: 0.5091WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "30/31 [===========================>..] - ETA: 1:13 - loss: 0.6950 - accuracy: 0.5093WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "31/31 [============================>.] - ETA: 14s - loss: 0.6950 - accuracy: 0.5094 WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "32/31 [==============================] - ETA: -44s - loss: 0.6950 - accuracy: 0.5093WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "31/31 [==============================] - 2146s 69s/step - loss: 0.6949 - accuracy: 0.5093 - val_loss: 0.6941 - val_accuracy: 0.4844\n",
            "Epoch 3/3\n",
            " 1/31 [..............................] - ETA: 30:20 - loss: 0.6920 - accuracy: 0.5312WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 2/31 [>.............................] - ETA: 29:06 - loss: 0.6933 - accuracy: 0.5000WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 3/31 [=>............................] - ETA: 28:08 - loss: 0.6942 - accuracy: 0.4757WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 4/31 [==>...........................] - ETA: 27:03 - loss: 0.6947 - accuracy: 0.4622WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 5/31 [===>..........................] - ETA: 26:04 - loss: 0.6948 - accuracy: 0.4573WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 6/31 [====>.........................] - ETA: 25:05 - loss: 0.6949 - accuracy: 0.4540WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 7/31 [=====>........................] - ETA: 24:05 - loss: 0.6949 - accuracy: 0.4523WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 8/31 [======>.......................] - ETA: 23:06 - loss: 0.6949 - accuracy: 0.4509WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            " 9/31 [=======>......................] - ETA: 22:09 - loss: 0.6948 - accuracy: 0.4483WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "10/31 [========>.....................] - ETA: 21:10 - loss: 0.6948 - accuracy: 0.4463WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "11/31 [=========>....................] - ETA: 20:10 - loss: 0.6948 - accuracy: 0.4444WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "12/31 [==========>...................] - ETA: 19:11 - loss: 0.6948 - accuracy: 0.4432WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "13/31 [===========>..................] - ETA: 18:11 - loss: 0.6947 - accuracy: 0.4418WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "14/31 [============>.................] - ETA: 17:11 - loss: 0.6947 - accuracy: 0.4407WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "15/31 [=============>................] - ETA: 16:11 - loss: 0.6947 - accuracy: 0.4398WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "16/31 [==============>...............] - ETA: 15:11 - loss: 0.6946 - accuracy: 0.4396WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "17/31 [===============>..............] - ETA: 14:11 - loss: 0.6946 - accuracy: 0.4390WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "18/31 [================>.............] - ETA: 13:12 - loss: 0.6946 - accuracy: 0.4384WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "19/31 [=================>............] - ETA: 12:12 - loss: 0.6945 - accuracy: 0.4377WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "20/31 [==================>...........] - ETA: 11:12 - loss: 0.6945 - accuracy: 0.4377WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "21/31 [===================>..........] - ETA: 10:12 - loss: 0.6945 - accuracy: 0.4378WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "22/31 [====================>.........] - ETA: 9:12 - loss: 0.6944 - accuracy: 0.4383 WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "23/31 [=====================>........] - ETA: 8:13 - loss: 0.6944 - accuracy: 0.4391WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "24/31 [======================>.......] - ETA: 7:13 - loss: 0.6944 - accuracy: 0.4399WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "25/31 [=======================>......] - ETA: 6:13 - loss: 0.6943 - accuracy: 0.4408WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "26/31 [=======================>......] - ETA: 5:13 - loss: 0.6943 - accuracy: 0.4413WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "27/31 [========================>.....] - ETA: 4:14 - loss: 0.6943 - accuracy: 0.4419WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "28/31 [=========================>....] - ETA: 3:14 - loss: 0.6943 - accuracy: 0.4425WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "29/31 [==========================>...] - ETA: 2:14 - loss: 0.6943 - accuracy: 0.4431WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "30/31 [===========================>..] - ETA: 1:14 - loss: 0.6943 - accuracy: 0.4437WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "31/31 [============================>.] - ETA: 14s - loss: 0.6942 - accuracy: 0.4443 WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "32/31 [==============================] - ETA: -44s - loss: 0.6942 - accuracy: 0.4449WARNING:tensorflow:Can save best model only with val_accuracy available, skipping.\n",
            "31/31 [==============================] - 2173s 70s/step - loss: 0.6942 - accuracy: 0.4455 - val_loss: 0.6932 - val_accuracy: 0.4980\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OBTAPrwfK6Au",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "outputId": "e2e389fb-c9f2-405e-d2a9-94c7f445bf6d"
      },
      "source": [
        "import matplotlib.pyplot as plt\n",
        "plt.plot(hist.history[\"accuracy\"])\n",
        "plt.plot(hist.history['val_accuracy'])\n",
        "plt.plot(hist.history['loss'])\n",
        "plt.plot(hist.history['val_loss'])\n",
        "plt.title(\"model accuracy\")\n",
        "plt.ylabel(\"Accuracy\")\n",
        "plt.xlabel(\"Epoch\")\n",
        "plt.legend([\"Accuracy\",\"Validation Accuracy\",\"loss\",\"Validation Loss\"])\n",
        "plt.show()"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yzLZOhAOe0BF"
      },
      "source": [
        ""
      ],
      "execution_count": 11,
      "outputs": []
    }
  ]
}