deepgaze2_Final.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "deepgaze2_Final.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1DyjqPZgbSbl"
      },
      "source": [
        "**You might need to restart runtime after running the below code, so that the right version of tensorflow is ready for use. Please check the output of the code to see if a restart is needed.**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Btni40RYbUO9",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "abdeb040-44b6-4347-9949-ab61365f1c21"
      },
      "source": [
        "!pip install tensorflow==1.13.1\n",
        "!pip install tensorflow-gpu==1.13.1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting tensorflow==1.13.1\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/77/63/a9fa76de8dffe7455304c4ed635be4aa9c0bacef6e0633d87d5f54530c5c/tensorflow-1.13.1-cp36-cp36m-manylinux1_x86_64.whl (92.5MB)\n",
            "\u001b[K     |████████████████████████████████| 92.5MB 1.3MB/s \n",
            "\u001b[?25hRequirement already satisfied: protobuf>=3.6.1 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (3.12.4)\n",
            "Requirement already satisfied: grpcio>=1.8.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (1.33.2)\n",
            "Requirement already satisfied: astor>=0.6.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (0.8.1)\n",
            "Requirement already satisfied: six>=1.10.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (1.15.0)\n",
            "Requirement already satisfied: keras-preprocessing>=1.0.5 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (1.1.2)\n",
            "Requirement already satisfied: gast>=0.2.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (0.3.3)\n",
            "Collecting tensorboard<1.14.0,>=1.13.0\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/0f/39/bdd75b08a6fba41f098b6cb091b9e8c7a80e1b4d679a581a0ccd17b10373/tensorboard-1.13.1-py3-none-any.whl (3.2MB)\n",
            "\u001b[K     |████████████████████████████████| 3.2MB 47.1MB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.13.3 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (1.18.5)\n",
            "Collecting keras-applications>=1.0.6\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/71/e3/19762fdfc62877ae9102edf6342d71b28fbfd9dea3d2f96a882ce099b03f/Keras_Applications-1.0.8-py3-none-any.whl (50kB)\n",
            "\u001b[K     |████████████████████████████████| 51kB 8.8MB/s \n",
            "\u001b[?25hRequirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (1.1.0)\n",
            "Requirement already satisfied: absl-py>=0.1.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (0.10.0)\n",
            "Collecting tensorflow-estimator<1.14.0rc0,>=1.13.0\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/bb/48/13f49fc3fa0fdf916aa1419013bb8f2ad09674c275b4046d5ee669a46873/tensorflow_estimator-1.13.0-py2.py3-none-any.whl (367kB)\n",
            "\u001b[K     |████████████████████████████████| 368kB 51.3MB/s \n",
            "\u001b[?25hRequirement already satisfied: wheel>=0.26 in /usr/local/lib/python3.6/dist-packages (from tensorflow==1.13.1) (0.35.1)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from protobuf>=3.6.1->tensorflow==1.13.1) (50.3.2)\n",
            "Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.6/dist-packages (from tensorboard<1.14.0,>=1.13.0->tensorflow==1.13.1) (1.0.1)\n",
            "Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.6/dist-packages (from tensorboard<1.14.0,>=1.13.0->tensorflow==1.13.1) (3.3.3)\n",
            "Requirement already satisfied: h5py in /usr/local/lib/python3.6/dist-packages (from keras-applications>=1.0.6->tensorflow==1.13.1) (2.10.0)\n",
            "Collecting mock>=2.0.0\n",
            "  Downloading https://files.pythonhosted.org/packages/cd/74/d72daf8dff5b6566db857cfd088907bb0355f5dd2914c4b3ef065c790735/mock-4.0.2-py3-none-any.whl\n",
            "Requirement already satisfied: importlib-metadata; python_version < \"3.8\" in /usr/local/lib/python3.6/dist-packages (from markdown>=2.6.8->tensorboard<1.14.0,>=1.13.0->tensorflow==1.13.1) (2.0.0)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/dist-packages (from importlib-metadata; python_version < \"3.8\"->markdown>=2.6.8->tensorboard<1.14.0,>=1.13.0->tensorflow==1.13.1) (3.4.0)\n",
            "Installing collected packages: tensorboard, keras-applications, mock, tensorflow-estimator, tensorflow\n",
            "  Found existing installation: tensorboard 2.3.0\n",
            "    Uninstalling tensorboard-2.3.0:\n",
            "      Successfully uninstalled tensorboard-2.3.0\n",
            "  Found existing installation: tensorflow-estimator 2.3.0\n",
            "    Uninstalling tensorflow-estimator-2.3.0:\n",
            "      Successfully uninstalled tensorflow-estimator-2.3.0\n",
            "  Found existing installation: tensorflow 2.3.0\n",
            "    Uninstalling tensorflow-2.3.0:\n",
            "      Successfully uninstalled tensorflow-2.3.0\n",
            "Successfully installed keras-applications-1.0.8 mock-4.0.2 tensorboard-1.13.1 tensorflow-1.13.1 tensorflow-estimator-1.13.0\n",
            "Collecting tensorflow-gpu==1.13.1\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/7b/b1/0ad4ae02e17ddd62109cd54c291e311c4b5fd09b4d0678d3d6ce4159b0f0/tensorflow_gpu-1.13.1-cp36-cp36m-manylinux1_x86_64.whl (345.2MB)\n",
            "\u001b[K     |████████████████████████████████| 345.2MB 36kB/s \n",
            "\u001b[?25hRequirement already satisfied: absl-py>=0.1.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.10.0)\n",
            "Requirement already satisfied: tensorboard<1.14.0,>=1.13.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.13.1)\n",
            "Requirement already satisfied: numpy>=1.13.3 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.18.5)\n",
            "Requirement already satisfied: astor>=0.6.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.8.1)\n",
            "Requirement already satisfied: protobuf>=3.6.1 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (3.12.4)\n",
            "Requirement already satisfied: tensorflow-estimator<1.14.0rc0,>=1.13.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.13.0)\n",
            "Requirement already satisfied: grpcio>=1.8.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.33.2)\n",
            "Requirement already satisfied: gast>=0.2.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.3.3)\n",
            "Requirement already satisfied: wheel>=0.26 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.35.1)\n",
            "Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.1.0)\n",
            "Requirement already satisfied: six>=1.10.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.15.0)\n",
            "Requirement already satisfied: keras-preprocessing>=1.0.5 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.1.2)\n",
            "Requirement already satisfied: keras-applications>=1.0.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.0.8)\n",
            "Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.6/dist-packages (from tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1) (3.3.3)\n",
            "Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.6/dist-packages (from tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1) (1.0.1)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from protobuf>=3.6.1->tensorflow-gpu==1.13.1) (50.3.2)\n",
            "Requirement already satisfied: mock>=2.0.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-estimator<1.14.0rc0,>=1.13.0->tensorflow-gpu==1.13.1) (4.0.2)\n",
            "Requirement already satisfied: h5py in /usr/local/lib/python3.6/dist-packages (from keras-applications>=1.0.6->tensorflow-gpu==1.13.1) (2.10.0)\n",
            "Requirement already satisfied: importlib-metadata; python_version < \"3.8\" in /usr/local/lib/python3.6/dist-packages (from markdown>=2.6.8->tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1) (2.0.0)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/dist-packages (from importlib-metadata; python_version < \"3.8\"->markdown>=2.6.8->tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1) (3.4.0)\n",
            "Installing collected packages: tensorflow-gpu\n",
            "Successfully installed tensorflow-gpu-1.13.1\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fI1ci7zdbVxO",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "73ca60b6-404a-456a-fe27-0cb0016ec430"
      },
      "source": [
        "import tensorflow as tf\n",
        "tf.test.is_gpu_available()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:526: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
            "  _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n",
            "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:527: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
            "  _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n",
            "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:528: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
            "  _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n",
            "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:529: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
            "  _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n",
            "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:530: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
            "  _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n",
            "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/dtypes.py:535: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
            "  np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "True"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 2
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "y7MefyNDHUfQ",
        "outputId": "6e474817-57a8-4e8d-abeb-20f58843366c"
      },
      "source": [
        "#pysaliency is a library to extract fixations data from a set of mat files\n",
        "#And compute saliency metrics for models\n",
        "\n",
        "!git clone https://github.com/matthias-k/pysaliency.git \n",
        "!pip install ./pysaliency\n",
        "\n",
        "import pysaliency\n",
        "import sys\n",
        "sys.modules[__name__] = pysaliency"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Cloning into 'pysaliency'...\n",
            "remote: Enumerating objects: 149, done.\u001b[K\n",
            "remote: Counting objects: 100% (149/149), done.\u001b[K\n",
            "remote: Compressing objects: 100% (110/110), done.\u001b[K\n",
            "remote: Total 1804 (delta 99), reused 80 (delta 39), pack-reused 1655\u001b[K\n",
            "Receiving objects: 100% (1804/1804), 139.34 MiB | 35.65 MiB/s, done.\n",
            "Resolving deltas: 100% (1247/1247), done.\n",
            "Processing ./pysaliency\n",
            "Collecting boltons\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/71/e1/e7979a4a6d4b296b5935e926549fff540f7670ddaf09bbf137e2b022c039/boltons-20.2.1-py2.py3-none-any.whl (170kB)\n",
            "\u001b[K     |████████████████████████████████| 174kB 13.4MB/s \n",
            "\u001b[?25hCollecting deprecation\n",
            "  Downloading https://files.pythonhosted.org/packages/02/c3/253a89ee03fc9b9682f1541728eb66db7db22148cd94f89ab22528cd1e1b/deprecation-2.1.0-py2.py3-none-any.whl\n",
            "Requirement already satisfied: dill in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (0.3.3)\n",
            "Requirement already satisfied: imageio in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (2.4.1)\n",
            "Requirement already satisfied: natsort in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (5.5.0)\n",
            "Requirement already satisfied: numba in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (0.48.0)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (1.18.5)\n",
            "Collecting piexif\n",
            "  Downloading https://files.pythonhosted.org/packages/2c/d8/6f63147dd73373d051c5eb049ecd841207f898f50a5a1d4378594178f6cf/piexif-1.1.3-py2.py3-none-any.whl\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (2.23.0)\n",
            "Collecting schema\n",
            "  Downloading https://files.pythonhosted.org/packages/6d/ae/835f2e0d304c9533c58fe5cbcdd9124708d32e82289fcb8d6084c908ba29/schema-0.7.2-py2.py3-none-any.whl\n",
            "Requirement already satisfied: scipy in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (1.4.1)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (50.3.2)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.6/dist-packages (from pysaliency==0.2.20) (4.41.1)\n",
            "Requirement already satisfied: packaging in /usr/local/lib/python3.6/dist-packages (from deprecation->pysaliency==0.2.20) (20.4)\n",
            "Requirement already satisfied: pillow in /usr/local/lib/python3.6/dist-packages (from imageio->pysaliency==0.2.20) (7.0.0)\n",
            "Requirement already satisfied: llvmlite<0.32.0,>=0.31.0dev0 in /usr/local/lib/python3.6/dist-packages (from numba->pysaliency==0.2.20) (0.31.0)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests->pysaliency==0.2.20) (2.10)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests->pysaliency==0.2.20) (3.0.4)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests->pysaliency==0.2.20) (2020.11.8)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests->pysaliency==0.2.20) (1.24.3)\n",
            "Requirement already satisfied: contextlib2>=0.5.5 in /usr/local/lib/python3.6/dist-packages (from schema->pysaliency==0.2.20) (0.5.5)\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from packaging->deprecation->pysaliency==0.2.20) (1.15.0)\n",
            "Requirement already satisfied: pyparsing>=2.0.2 in /usr/local/lib/python3.6/dist-packages (from packaging->deprecation->pysaliency==0.2.20) (2.4.7)\n",
            "Building wheels for collected packages: pysaliency\n",
            "  Building wheel for pysaliency (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for pysaliency: filename=pysaliency-0.2.20-cp36-cp36m-linux_x86_64.whl size=335763 sha256=c50f7de1c59804d9a6064ce20569e33b41dd37dad8e0a1ffb4dbc48d9746694e\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-clhiz_4m/wheels/41/88/d3/f9b878cf41eb198d3cdd33d2408b743c55342b053fb1f0a4a1\n",
            "Successfully built pysaliency\n",
            "Installing collected packages: boltons, deprecation, piexif, schema, pysaliency\n",
            "Successfully installed boltons-20.2.1 deprecation-2.1.0 piexif-1.1.3 pysaliency-0.2.20 schema-0.7.2\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "x54v15uIbccu"
      },
      "source": [
        "**Download MIT1003 dataset for validation and testing**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9Tl8WQwrH_CI",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "5ba50a06-b10a-44c9-d2d3-c78447c533a9"
      },
      "source": [
        "                                                                                     \n",
        "#MIT1003 dataset for fine tuning the readout network\n",
        "\n",
        "import zipfile\n",
        "from .datasets import FileStimuli, Stimuli, FixationTrains, Fixations, read_hdf5\n",
        "import os \n",
        "import glob\n",
        "import numpy as np\n",
        "from natsort import natsorted\n",
        "import shutil\n",
        "\n",
        "def create_stimuli(stimuli_location, filenames, location=None, attributes=None):\n",
        "    \"\"\"\n",
        "    Create a Stimuli class of stimuli.\n",
        "    Parameters\n",
        "    ----------\n",
        "    @type  stimuli_location: string\n",
        "    @param stimuli_location: the base path where the stimuli are located.\n",
        "                             If `location` is provided, this directory will\n",
        "                             be copied to `location` (see below).\n",
        "    @type  filenames: list of strings\n",
        "    @param filenames: lists the filenames of the stimuli to include in the dataset.\n",
        "                      Filenames have to be relative to `stimuli_location`.\n",
        "    @type  location: string or `None`\n",
        "    @param location: If provided, the function will copy the filenames to\n",
        "                     `location` and return a `FileStimuli`-object for the\n",
        "                     copied files. Otherwise a `Stimuli`-object is returned.\n",
        "    @returns: `Stimuli` or `FileStimuli` object depending on `location`.\n",
        "    \"\"\"\n",
        "    if location is not None:\n",
        "        shutil.copytree(stimuli_location,\n",
        "                        location)\n",
        "        filenames = [os.path.join(location, f) for f in filenames]\n",
        "\n",
        "        return FileStimuli(filenames, attributes=attributes)\n",
        "\n",
        "    else:\n",
        "        filenames = [os.path.join(stimuli_location, f) for f in filenames]\n",
        "        return create_memory_stimuli(filenames, attributes=attributes)\n",
        "\n",
        "!wget http://people.csail.mit.edu/tjudd/WherePeopleLook/ALLSTIMULI.zip \n",
        "!wget http://people.csail.mit.edu/tjudd/WherePeopleLook/ALLFIXATIONMAPS.zip \n",
        "\n",
        "!mkdir \"/content/mit\"\n",
        "!mkdir \"/content/mit/saliencymap/\"\n",
        "\n",
        "\n",
        "def filter_files(filenames, ignores):\n",
        "    \"\"\"\n",
        "    Filter a list of files, excluding all filenames which contain\n",
        "    an element of `ignores` as part of their path\n",
        "    \"\"\"\n",
        "    parts = map(full_split, filenames)\n",
        "    inds = [i for i, ps in enumerate(parts)\n",
        "            if not any([ignore in ps for ignore in ignores])]\n",
        "    return [filenames[i] for i in inds]\n",
        "\n",
        "def full_split(filename):\n",
        "    \"\"\" split filename into all parts \"\"\"\n",
        "    path, basename = os.path.split(filename)\n",
        "    components = [path, basename]\n",
        "    while components[0] and components[0] != '/':\n",
        "        first_part = components.pop(0)\n",
        "        path, basename = os.path.split(first_part)\n",
        "        components = [path, basename] + components\n",
        "\n",
        "    if components[0] == '':\n",
        "        components = components[1:]\n",
        "\n",
        "    return components   \n",
        "\n",
        "def which(program):\n",
        "    \"\"\"\n",
        "    Check whether a program is present on the system.\n",
        "    from https://stackoverflow.com/a/377028\n",
        "    \"\"\"\n",
        "    def is_exe(fpath):\n",
        "        return os.path.isfile(fpath) and os.access(fpath, os.X_OK)\n",
        "\n",
        "    fpath, fname = os.path.split(program)\n",
        "    if fpath:\n",
        "        if is_exe(program):\n",
        "            return program\n",
        "    else:\n",
        "        for path in os.environ[\"PATH\"].split(os.pathsep):\n",
        "            path = path.strip('\"')\n",
        "            exe_file = os.path.join(path, program)\n",
        "            if is_exe(exe_file):\n",
        "                return exe_file\n",
        "\n",
        "    return None\n",
        "\n",
        "# MIT Stimuli\n",
        "\n",
        "def MIT_stimuli(zip_name):\n",
        "    temp_dir = './'\n",
        "    print('Creating stimuli')\n",
        "    f = zipfile.ZipFile(os.path.join(temp_dir, zip_name))\n",
        "    namelist = f.namelist()\n",
        "    namelist = filter_files(namelist, ['.svn', '__MACOSX', '.DS_Store'])\n",
        "    f.extractall(temp_dir, namelist)\n",
        "\n",
        "    stimuli_src_location = os.path.join(temp_dir, 'ALLSTIMULI')\n",
        "    stimuli_target_location = os.path.join('./mit/', 'stimuli')\n",
        "    images = glob.glob(os.path.join(stimuli_src_location, '*.jpeg'))\n",
        "\n",
        "    images = [os.path.split(img)[1] for img in images]\n",
        "\n",
        "    mit_stimuli_filenames = natsorted(images)\n",
        "\n",
        "    mit_stimuli = create_stimuli(stimuli_src_location, mit_stimuli_filenames, stimuli_target_location)\n",
        "\n",
        "    return mit_stimuli , mit_stimuli_filenames\n",
        "\n",
        "mit_stimuli , mit_stimuli_filenames = MIT_stimuli('ALLSTIMULI.zip')\n",
        "\n",
        "os.remove(\"./ALLSTIMULI.zip\")\n",
        "\n",
        "with zipfile.ZipFile('./ALLFIXATIONMAPS.zip' , \"r\") as zip_ref:\n",
        "    for file in zip_ref.namelist():\n",
        "        file_name = os.path.split(file)[1]\n",
        "\n",
        "        if file.endswith(\"Map.jpg\"):\n",
        "            file_path = \"/content/mit/saliencymap/\" + file_name\n",
        "\n",
        "            with open(file_path, \"wb\") as saliency:\n",
        "                saliency.write(zip_ref.read(file))\n",
        "\n",
        "\n",
        "os.remove(\"./ALLFIXATIONMAPS.zip\")\n",
        "print(\"done!\", flush=True)\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2020-12-07 06:52:34--  http://people.csail.mit.edu/tjudd/WherePeopleLook/ALLSTIMULI.zip\n",
            "Resolving people.csail.mit.edu (people.csail.mit.edu)... 128.30.2.133\n",
            "Connecting to people.csail.mit.edu (people.csail.mit.edu)|128.30.2.133|:80... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 235000497 (224M) [application/zip]\n",
            "Saving to: ‘ALLSTIMULI.zip’\n",
            "\n",
            "ALLSTIMULI.zip      100%[===================>] 224.11M  8.27MB/s    in 49s     \n",
            "\n",
            "2020-12-07 06:53:23 (4.57 MB/s) - ‘ALLSTIMULI.zip’ saved [235000497/235000497]\n",
            "\n",
            "--2020-12-07 06:53:23--  http://people.csail.mit.edu/tjudd/WherePeopleLook/ALLFIXATIONMAPS.zip\n",
            "Resolving people.csail.mit.edu (people.csail.mit.edu)... 128.30.2.133\n",
            "Connecting to people.csail.mit.edu (people.csail.mit.edu)|128.30.2.133|:80... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 9665209 (9.2M) [application/zip]\n",
            "Saving to: ‘ALLFIXATIONMAPS.zip’\n",
            "\n",
            "ALLFIXATIONMAPS.zip 100%[===================>]   9.22M  7.17MB/s    in 1.3s    \n",
            "\n",
            "2020-12-07 06:53:24 (7.17 MB/s) - ‘ALLFIXATIONMAPS.zip’ saved [9665209/9665209]\n",
            "\n",
            "Creating stimuli\n",
            "done!\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "VHViR12AIAuu",
        "outputId": "467a77be-9974-457c-90d1-ede7735375ce"
      },
      "source": [
        "\n",
        "from pkg_resources import resource_string\n",
        "from scipy.io import loadmat\n",
        "\n",
        "def build_padded_2d_array(arrays, max_length=None, padding_value=np.nan):\n",
        "    if max_length is None:\n",
        "        max_length = np.max([len(a) for a in arrays])\n",
        "\n",
        "    output = np.ones((len(arrays), max_length), dtype=np.asarray(arrays[0]).dtype)\n",
        "    output *= padding_value\n",
        "    for i, array in enumerate(arrays):\n",
        "        output[i, :len(array)] = array\n",
        "\n",
        "    return output\n",
        "\n",
        "\n",
        "!wget http://people.csail.mit.edu/tjudd/WherePeopleLook/DATA.zip\n",
        "!wget http://people.csail.mit.edu/tjudd/WherePeopleLook/Code/DatabaseCode.zip \n",
        "\n",
        "temp_dir = './'\n",
        "\n",
        "print('Creating fixations')\n",
        "f = zipfile.ZipFile(os.path.join(temp_dir, 'DATA.zip'))\n",
        "namelist = f.namelist()\n",
        "namelist = filter_files(namelist, ['.svn', '__MACOSX', '.DS_Store'])\n",
        "f.extractall(temp_dir , namelist)\n",
        "first_fixation = 1\n",
        "f = zipfile.ZipFile(os.path.join(temp_dir, 'DatabaseCode.zip'))\n",
        "namelist = f.namelist()\n",
        "namelist = filter_files(namelist, ['.svn', '__MACOSX', '.DS_Store'])\n",
        "f.extractall(temp_dir, namelist)\n",
        "\n",
        "subjects = glob.glob(os.path.join(temp_dir, 'DATA', '*'))\n",
        "# Exclude files\n",
        "subjects = [s for s in subjects if not os.path.splitext(s)[1]]\n",
        "subjects = [os.path.basename(s) for s in subjects]\n",
        "subjects = sorted(subjects)\n",
        "\n",
        "os.remove(\"./DATA.zip\")\n",
        "os.remove(\"./DatabaseCode.zip\")\n",
        "\n",
        "with open(os.path.join(temp_dir, 'extract_fixations.m'), 'wb') as f:\n",
        "    f.write(resource_string(__name__, 'scripts/{}'.format('extract_fixations.m')))\n",
        "\n",
        "cmds = []\n",
        "# It is vital _not_ to store the extracted fixations in the main\n",
        "# directory where matlab is running, as matlab will check the timestamp\n",
        "# of all files in this directory very often. This leads to heavy\n",
        "# performance penalties and would make matlab run for more than an\n",
        "# hour.\n",
        "out_path = 'extracted'\n",
        "os.makedirs(os.path.join(temp_dir, out_path))\n",
        "total_cmd_count = len(mit_stimuli_filenames) * len(subjects)\n",
        "for n, stimulus in enumerate(mit_stimuli_filenames):\n",
        "    for subject_id, subject in enumerate(subjects):\n",
        "        subject_path = os.path.join('DATA', subject)\n",
        "        outfile = '{0}_{1}.mat'.format(stimulus, subject)\n",
        "        outfile = os.path.join(out_path, outfile)\n",
        "        cmds.append(\"fprintf('%d/%d\\\\n', {}, {});\".format(n * len(subjects) + subject_id, total_cmd_count))\n",
        "        cmds.append(\"extract_fixations('{0}', '{1}', '{2}');\".format(stimulus, subject_path, outfile))\n",
        "\n",
        "print('Running original code to extract fixations. This can take some minutes.')\n",
        "print('Warning: In the IPython Notebook, the output is shown on the console instead of the notebook.')\n",
        "with open(os.path.join(temp_dir, 'extract_all_fixations.m'), 'w') as f:\n",
        "    for cmd in cmds:\n",
        "        f.write('{}\\n'.format(cmd))\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2020-12-07 06:53:26--  http://people.csail.mit.edu/tjudd/WherePeopleLook/DATA.zip\n",
            "Resolving people.csail.mit.edu (people.csail.mit.edu)... 128.30.2.133\n",
            "Connecting to people.csail.mit.edu (people.csail.mit.edu)|128.30.2.133|:80... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 47024024 (45M) [application/zip]\n",
            "Saving to: ‘DATA.zip’\n",
            "\n",
            "DATA.zip            100%[===================>]  44.84M  2.23MB/s    in 16s     \n",
            "\n",
            "2020-12-07 06:53:42 (2.85 MB/s) - ‘DATA.zip’ saved [47024024/47024024]\n",
            "\n",
            "--2020-12-07 06:53:42--  http://people.csail.mit.edu/tjudd/WherePeopleLook/Code/DatabaseCode.zip\n",
            "Resolving people.csail.mit.edu (people.csail.mit.edu)... 128.30.2.133\n",
            "Connecting to people.csail.mit.edu (people.csail.mit.edu)|128.30.2.133|:80... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 16690 (16K) [application/zip]\n",
            "Saving to: ‘DatabaseCode.zip’\n",
            "\n",
            "DatabaseCode.zip    100%[===================>]  16.30K  --.-KB/s    in 0.01s   \n",
            "\n",
            "2020-12-07 06:53:42 (1.31 MB/s) - ‘DatabaseCode.zip’ saved [16690/16690]\n",
            "\n",
            "Creating fixations\n",
            "Running original code to extract fixations. This can take some minutes.\n",
            "Warning: In the IPython Notebook, the output is shown on the console instead of the notebook.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "zgCu4XFnIGcm",
        "outputId": "a7727dc5-2f22-4c27-c987-9147fb00d686"
      },
      "source": [
        "!apt install octave\n",
        "!apt install liboctave-dev \n",
        "!apt-get install octave-statistics\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "The following additional packages will be installed:\n",
            "  aglfn epstool fonts-droid-fallback fonts-noto-mono ghostscript gnuplot-data\n",
            "  gnuplot-qt gsfonts imagemagick-6-common info install-info libamd2\n",
            "  libauthen-sasl-perl libcamd2 libccolamd2 libcholmod3 libcolamd2\n",
            "  libcupsfilters1 libcupsimage2 libcxsparse3 libdata-dump-perl libemf1\n",
            "  libencode-locale-perl libfftw3-single3 libfile-listing-perl libfltk-gl1.3\n",
            "  libfltk1.3 libfont-afm-perl libgail-common libgail18 libglpk40\n",
            "  libgraphicsmagick++-q16-12 libgraphicsmagick-q16-3 libgs9 libgs9-common\n",
            "  libgtk2.0-0 libgtk2.0-bin libgtk2.0-common libhtml-form-perl\n",
            "  libhtml-format-perl libhtml-parser-perl libhtml-tagset-perl\n",
            "  libhtml-tree-perl libhttp-cookies-perl libhttp-daemon-perl libhttp-date-perl\n",
            "  libhttp-message-perl libhttp-negotiate-perl libijs-0.35 libio-html-perl\n",
            "  libio-socket-ssl-perl libjbig2dec0 liblqr-1-0 liblua5.3-0\n",
            "  liblwp-mediatypes-perl liblwp-protocol-https-perl libmagick++-6.q16-7\n",
            "  libmagickcore-6.q16-3 libmagickwand-6.q16-3 libmailtools-perl libmetis5\n",
            "  libnet-http-perl libnet-smtp-ssl-perl libnet-ssleay-perl libnotify4\n",
            "  liboctave4 libosmesa6 libplot2c2 libportaudio2 libpstoedit0c2a libqrupdate1\n",
            "  libqscintilla2-qt5-13 libqscintilla2-qt5-l10n libqt5opengl5 libqt5svg5\n",
            "  libsuitesparseconfig5 libtext-unidecode-perl libtimedate-perl\n",
            "  libtry-tiny-perl libumfpack5 liburi-perl libwmf0.2-7 libwww-perl\n",
            "  libwww-robotrules-perl libwxbase3.0-0v5 libwxgtk3.0-0v5 libxml-libxml-perl\n",
            "  libxml-namespacesupport-perl libxml-parser-perl libxml-sax-base-perl\n",
            "  libxml-sax-expat-perl libxml-sax-perl libzip4 netbase notification-daemon\n",
            "  octave-common octave-doc perl-openssl-defaults poppler-data pstoedit\n",
            "  tex-common texinfo\n",
            "Suggested packages:\n",
            "  fonts-noto ghostscript-x gnuplot-doc texinfo-doc-nonfree libdigest-hmac-perl\n",
            "  libgssapi-perl libfftw3-bin libfftw3-dev libiodbc2-dev\n",
            "  default-libmysqlclient-dev graphicsmagick-dbg gvfs libcrypt-ssleay-perl\n",
            "  libmagickcore-6.q16-3-extra libqscintilla2-doc libwmf0.2-7-gtk\n",
            "  libauthen-ntlm-perl liboctave-dev www-browser | pdf-viewer poppler-utils\n",
            "  fonts-japanese-mincho | fonts-ipafont-mincho fonts-japanese-gothic\n",
            "  | fonts-ipafont-gothic fonts-arphic-ukai fonts-arphic-uming fonts-nanum xfig\n",
            "  | ivtools-bin | tgif | transfig debhelper texlive-base texlive-latex-base\n",
            "  texlive-generic-recommended texlive-fonts-recommended\n",
            "The following NEW packages will be installed:\n",
            "  aglfn epstool fonts-droid-fallback fonts-noto-mono ghostscript gnuplot-data\n",
            "  gnuplot-qt gsfonts imagemagick-6-common info install-info libamd2\n",
            "  libauthen-sasl-perl libcamd2 libccolamd2 libcholmod3 libcolamd2\n",
            "  libcupsfilters1 libcupsimage2 libcxsparse3 libdata-dump-perl libemf1\n",
            "  libencode-locale-perl libfftw3-single3 libfile-listing-perl libfltk-gl1.3\n",
            "  libfltk1.3 libfont-afm-perl libgail-common libgail18 libglpk40\n",
            "  libgraphicsmagick++-q16-12 libgraphicsmagick-q16-3 libgs9 libgs9-common\n",
            "  libgtk2.0-0 libgtk2.0-bin libgtk2.0-common libhtml-form-perl\n",
            "  libhtml-format-perl libhtml-parser-perl libhtml-tagset-perl\n",
            "  libhtml-tree-perl libhttp-cookies-perl libhttp-daemon-perl libhttp-date-perl\n",
            "  libhttp-message-perl libhttp-negotiate-perl libijs-0.35 libio-html-perl\n",
            "  libio-socket-ssl-perl libjbig2dec0 liblqr-1-0 liblua5.3-0\n",
            "  liblwp-mediatypes-perl liblwp-protocol-https-perl libmagick++-6.q16-7\n",
            "  libmagickcore-6.q16-3 libmagickwand-6.q16-3 libmailtools-perl libmetis5\n",
            "  libnet-http-perl libnet-smtp-ssl-perl libnet-ssleay-perl libnotify4\n",
            "  liboctave4 libosmesa6 libplot2c2 libportaudio2 libpstoedit0c2a libqrupdate1\n",
            "  libqscintilla2-qt5-13 libqscintilla2-qt5-l10n libqt5opengl5 libqt5svg5\n",
            "  libsuitesparseconfig5 libtext-unidecode-perl libtimedate-perl\n",
            "  libtry-tiny-perl libumfpack5 liburi-perl libwmf0.2-7 libwww-perl\n",
            "  libwww-robotrules-perl libwxbase3.0-0v5 libwxgtk3.0-0v5 libxml-libxml-perl\n",
            "  libxml-namespacesupport-perl libxml-parser-perl libxml-sax-base-perl\n",
            "  libxml-sax-expat-perl libxml-sax-perl libzip4 netbase notification-daemon\n",
            "  octave octave-common octave-doc perl-openssl-defaults poppler-data pstoedit\n",
            "  tex-common texinfo\n",
            "0 upgraded, 103 newly installed, 0 to remove and 14 not upgraded.\n",
            "Need to get 53.6 MB of archives.\n",
            "After this operation, 210 MB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu bionic/main amd64 install-info amd64 6.5.0.dfsg.1-2 [55.4 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 fonts-droid-fallback all 1:6.0.1r16-1.1 [1,805 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu bionic/main amd64 liblqr-1-0 amd64 0.4.2-2.1 [27.7 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 imagemagick-6-common all 8:6.9.7.4+dfsg-16ubuntu6.8 [60.0 kB]\n",
            "Get:5 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libmagickcore-6.q16-3 amd64 8:6.9.7.4+dfsg-16ubuntu6.8 [1,616 kB]\n",
            "Get:6 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libmagickwand-6.q16-3 amd64 8:6.9.7.4+dfsg-16ubuntu6.8 [294 kB]\n",
            "Get:7 http://archive.ubuntu.com/ubuntu bionic/main amd64 libqt5svg5 amd64 5.9.5-0ubuntu1 [128 kB]\n",
            "Get:8 http://archive.ubuntu.com/ubuntu bionic/main amd64 poppler-data all 0.4.8-2 [1,479 kB]\n",
            "Get:9 http://archive.ubuntu.com/ubuntu bionic/main amd64 tex-common all 6.09 [33.0 kB]\n",
            "Get:10 http://archive.ubuntu.com/ubuntu bionic/main amd64 netbase all 5.4 [12.7 kB]\n",
            "Get:11 http://archive.ubuntu.com/ubuntu bionic/main amd64 info amd64 6.5.0.dfsg.1-2 [104 kB]\n",
            "Get:12 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libcupsimage2 amd64 2.2.7-1ubuntu2.8 [18.6 kB]\n",
            "Get:13 http://archive.ubuntu.com/ubuntu bionic/main amd64 libijs-0.35 amd64 0.35-13 [15.5 kB]\n",
            "Get:14 http://archive.ubuntu.com/ubuntu bionic/main amd64 libjbig2dec0 amd64 0.13-6 [55.9 kB]\n",
            "Get:15 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libgs9-common all 9.26~dfsg+0-0ubuntu0.18.04.13 [5,092 kB]\n",
            "Get:16 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libgs9 amd64 9.26~dfsg+0-0ubuntu0.18.04.13 [2,263 kB]\n",
            "Get:17 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 ghostscript amd64 9.26~dfsg+0-0ubuntu0.18.04.13 [51.0 kB]\n",
            "Get:18 http://archive.ubuntu.com/ubuntu bionic/universe amd64 epstool amd64 3.08+repack-7 [108 kB]\n",
            "Get:19 http://archive.ubuntu.com/ubuntu bionic/main amd64 fonts-noto-mono all 20171026-2 [75.5 kB]\n",
            "Get:20 http://archive.ubuntu.com/ubuntu bionic/universe amd64 aglfn all 1.7-3 [29.4 kB]\n",
            "Get:21 http://archive.ubuntu.com/ubuntu bionic/universe amd64 gnuplot-data all 5.2.2+dfsg1-2ubuntu1 [56.7 kB]\n",
            "Get:22 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 liblua5.3-0 amd64 5.3.3-1ubuntu0.18.04.1 [115 kB]\n",
            "Get:23 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libwxbase3.0-0v5 amd64 3.0.4+dfsg-3 [954 kB]\n",
            "Get:24 http://archive.ubuntu.com/ubuntu bionic/main amd64 libgtk2.0-common all 2.24.32-1ubuntu1 [125 kB]\n",
            "Get:25 http://archive.ubuntu.com/ubuntu bionic/main amd64 libgtk2.0-0 amd64 2.24.32-1ubuntu1 [1,769 kB]\n",
            "Get:26 http://archive.ubuntu.com/ubuntu bionic/main amd64 libnotify4 amd64 0.7.7-3 [17.3 kB]\n",
            "Get:27 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libwxgtk3.0-0v5 amd64 3.0.4+dfsg-3 [4,182 kB]\n",
            "Get:28 http://archive.ubuntu.com/ubuntu bionic/universe amd64 gnuplot-qt amd64 5.2.2+dfsg1-2ubuntu1 [1,013 kB]\n",
            "Get:29 http://archive.ubuntu.com/ubuntu bionic/main amd64 gsfonts all 1:8.11+urwcyr1.0.7~pre44-4.4 [3,120 kB]\n",
            "Get:30 http://archive.ubuntu.com/ubuntu bionic/main amd64 libsuitesparseconfig5 amd64 1:5.1.2-2 [9,044 B]\n",
            "Get:31 http://archive.ubuntu.com/ubuntu bionic/main amd64 libamd2 amd64 1:5.1.2-2 [19.5 kB]\n",
            "Get:32 http://archive.ubuntu.com/ubuntu bionic/main amd64 libcamd2 amd64 1:5.1.2-2 [20.9 kB]\n",
            "Get:33 http://archive.ubuntu.com/ubuntu bionic/main amd64 libccolamd2 amd64 1:5.1.2-2 [21.7 kB]\n",
            "Get:34 http://archive.ubuntu.com/ubuntu bionic/main amd64 libcolamd2 amd64 1:5.1.2-2 [16.2 kB]\n",
            "Get:35 http://archive.ubuntu.com/ubuntu bionic/main amd64 libmetis5 amd64 5.1.0.dfsg-5 [169 kB]\n",
            "Get:36 http://archive.ubuntu.com/ubuntu bionic/main amd64 libcholmod3 amd64 1:5.1.2-2 [300 kB]\n",
            "Get:37 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libcupsfilters1 amd64 1.20.2-0ubuntu3.1 [108 kB]\n",
            "Get:38 http://archive.ubuntu.com/ubuntu bionic/main amd64 libcxsparse3 amd64 1:5.1.2-2 [63.9 kB]\n",
            "Get:39 http://archive.ubuntu.com/ubuntu bionic/main amd64 libdata-dump-perl all 1.23-1 [27.0 kB]\n",
            "Get:40 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libemf1 amd64 1.0.9+git.10.3231442-1 [54.7 kB]\n",
            "Get:41 http://archive.ubuntu.com/ubuntu bionic/main amd64 libencode-locale-perl all 1.05-1 [12.3 kB]\n",
            "Get:42 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-single3 amd64 3.3.7-1 [764 kB]\n",
            "Get:43 http://archive.ubuntu.com/ubuntu bionic/main amd64 libtimedate-perl all 2.3000-2 [37.5 kB]\n",
            "Get:44 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhttp-date-perl all 6.02-1 [10.4 kB]\n",
            "Get:45 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfile-listing-perl all 6.04-1 [9,774 B]\n",
            "Get:46 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libfltk1.3 amd64 1.3.4-6 [523 kB]\n",
            "Get:47 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libfltk-gl1.3 amd64 1.3.4-6 [37.7 kB]\n",
            "Get:48 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfont-afm-perl all 1.20-2 [13.2 kB]\n",
            "Get:49 http://archive.ubuntu.com/ubuntu bionic/main amd64 libgail18 amd64 2.24.32-1ubuntu1 [14.2 kB]\n",
            "Get:50 http://archive.ubuntu.com/ubuntu bionic/main amd64 libgail-common amd64 2.24.32-1ubuntu1 [112 kB]\n",
            "Get:51 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libglpk40 amd64 4.65-1 [378 kB]\n",
            "Get:52 http://archive.ubuntu.com/ubuntu bionic/main amd64 libwmf0.2-7 amd64 0.2.8.4-12 [150 kB]\n",
            "Get:53 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libgraphicsmagick-q16-3 amd64 1.3.28-2ubuntu0.1 [1,116 kB]\n",
            "Get:54 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libgraphicsmagick++-q16-12 amd64 1.3.28-2ubuntu0.1 [102 kB]\n",
            "Get:55 http://archive.ubuntu.com/ubuntu bionic/main amd64 libgtk2.0-bin amd64 2.24.32-1ubuntu1 [7,536 B]\n",
            "Get:56 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhtml-tagset-perl all 3.20-3 [12.1 kB]\n",
            "Get:57 http://archive.ubuntu.com/ubuntu bionic/main amd64 liburi-perl all 1.73-1 [77.2 kB]\n",
            "Get:58 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhtml-parser-perl amd64 3.72-3build1 [85.9 kB]\n",
            "Get:59 http://archive.ubuntu.com/ubuntu bionic/main amd64 libio-html-perl all 1.001-1 [14.9 kB]\n",
            "Get:60 http://archive.ubuntu.com/ubuntu bionic/main amd64 liblwp-mediatypes-perl all 6.02-1 [21.7 kB]\n",
            "Get:61 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhttp-message-perl all 6.14-1 [72.1 kB]\n",
            "Get:62 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhtml-form-perl all 6.03-1 [23.5 kB]\n",
            "Get:63 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhtml-tree-perl all 5.07-1 [200 kB]\n",
            "Get:64 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhtml-format-perl all 2.12-1 [41.3 kB]\n",
            "Get:65 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhttp-cookies-perl all 6.04-1 [17.2 kB]\n",
            "Get:66 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhttp-daemon-perl all 6.01-1 [17.0 kB]\n",
            "Get:67 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhttp-negotiate-perl all 6.00-2 [13.4 kB]\n",
            "Get:68 http://archive.ubuntu.com/ubuntu bionic/main amd64 perl-openssl-defaults amd64 3build1 [7,012 B]\n",
            "Get:69 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libnet-ssleay-perl amd64 1.84-1ubuntu0.2 [283 kB]\n",
            "Get:70 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libio-socket-ssl-perl all 2.060-3~ubuntu18.04.1 [173 kB]\n",
            "Get:71 http://archive.ubuntu.com/ubuntu bionic/main amd64 libnet-http-perl all 6.17-1 [22.7 kB]\n",
            "Get:72 http://archive.ubuntu.com/ubuntu bionic/main amd64 libtry-tiny-perl all 0.30-1 [20.5 kB]\n",
            "Get:73 http://archive.ubuntu.com/ubuntu bionic/main amd64 libwww-robotrules-perl all 6.01-1 [14.1 kB]\n",
            "Get:74 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libwww-perl all 6.31-1ubuntu0.1 [137 kB]\n",
            "Get:75 http://archive.ubuntu.com/ubuntu bionic/main amd64 liblwp-protocol-https-perl all 6.07-2 [8,284 B]\n",
            "Get:76 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libmagick++-6.q16-7 amd64 8:6.9.7.4+dfsg-16ubuntu6.8 [139 kB]\n",
            "Get:77 http://archive.ubuntu.com/ubuntu bionic/main amd64 libnet-smtp-ssl-perl all 1.04-1 [5,948 B]\n",
            "Get:78 http://archive.ubuntu.com/ubuntu bionic/main amd64 libmailtools-perl all 2.18-1 [74.0 kB]\n",
            "Get:79 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libqrupdate1 amd64 1.1.2-2build1 [36.5 kB]\n",
            "Get:80 http://archive.ubuntu.com/ubuntu bionic/main amd64 libumfpack5 amd64 1:5.1.2-2 [229 kB]\n",
            "Get:81 http://archive.ubuntu.com/ubuntu bionic/universe amd64 liboctave4 amd64 4.2.2-1ubuntu1 [6,736 kB]\n",
            "Get:82 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplot2c2 amd64 2.6-9 [502 kB]\n",
            "Get:83 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libportaudio2 amd64 19.6.0-1 [64.6 kB]\n",
            "Get:84 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libzip4 amd64 1.1.2-1.1 [37.8 kB]\n",
            "Get:85 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libpstoedit0c2a amd64 3.70-5 [349 kB]\n",
            "Get:86 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libqscintilla2-qt5-l10n all 2.10.2+dfsg-4 [39.7 kB]\n",
            "Get:87 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libqscintilla2-qt5-13 amd64 2.10.2+dfsg-4 [1,030 kB]\n",
            "Get:88 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libqt5opengl5 amd64 5.9.5+dfsg-0ubuntu2.5 [132 kB]\n",
            "Get:89 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libtext-unidecode-perl all 1.30-1 [99.0 kB]\n",
            "Get:90 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxml-namespacesupport-perl all 1.12-1 [13.2 kB]\n",
            "Get:91 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxml-sax-base-perl all 1.09-1 [18.8 kB]\n",
            "Get:92 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxml-sax-perl all 0.99+dfsg-2ubuntu1 [64.6 kB]\n",
            "Get:93 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxml-libxml-perl amd64 2.0128+dfsg-5 [316 kB]\n",
            "Get:94 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxml-parser-perl amd64 2.44-2build3 [199 kB]\n",
            "Get:95 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxml-sax-expat-perl all 0.40-2 [11.5 kB]\n",
            "Get:96 http://archive.ubuntu.com/ubuntu bionic/main amd64 notification-daemon amd64 3.20.0-3 [36.9 kB]\n",
            "Get:97 http://archive.ubuntu.com/ubuntu bionic/universe amd64 pstoedit amd64 3.70-5 [102 kB]\n",
            "Get:98 http://archive.ubuntu.com/ubuntu bionic/universe amd64 texinfo amd64 6.5.0.dfsg.1-2 [752 kB]\n",
            "Get:99 http://archive.ubuntu.com/ubuntu bionic/main amd64 libauthen-sasl-perl all 2.1600-1 [48.7 kB]\n",
            "Get:100 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libosmesa6 amd64 20.0.8-0ubuntu1~18.04.1 [2,641 kB]\n",
            "Get:101 http://archive.ubuntu.com/ubuntu bionic/universe amd64 octave-common all 4.2.2-1ubuntu1 [1,444 kB]\n",
            "Get:102 http://archive.ubuntu.com/ubuntu bionic/universe amd64 octave amd64 4.2.2-1ubuntu1 [1,583 kB]\n",
            "Get:103 http://archive.ubuntu.com/ubuntu bionic/universe amd64 octave-doc all 4.2.2-1ubuntu1 [6,836 kB]\n",
            "Fetched 53.6 MB in 4s (15.0 MB/s)\n",
            "Extracting templates from packages: 100%\n",
            "Selecting previously unselected package install-info.\n",
            "(Reading database ... 144865 files and directories currently installed.)\n",
            "Preparing to unpack .../install-info_6.5.0.dfsg.1-2_amd64.deb ...\n",
            "Unpacking install-info (6.5.0.dfsg.1-2) ...\n",
            "Setting up install-info (6.5.0.dfsg.1-2) ...\n",
            "Selecting previously unselected package fonts-droid-fallback.\n",
            "(Reading database ... 144878 files and directories currently installed.)\n",
            "Preparing to unpack .../000-fonts-droid-fallback_1%3a6.0.1r16-1.1_all.deb ...\n",
            "Unpacking fonts-droid-fallback (1:6.0.1r16-1.1) ...\n",
            "Selecting previously unselected package liblqr-1-0:amd64.\n",
            "Preparing to unpack .../001-liblqr-1-0_0.4.2-2.1_amd64.deb ...\n",
            "Unpacking liblqr-1-0:amd64 (0.4.2-2.1) ...\n",
            "Selecting previously unselected package imagemagick-6-common.\n",
            "Preparing to unpack .../002-imagemagick-6-common_8%3a6.9.7.4+dfsg-16ubuntu6.8_all.deb ...\n",
            "Unpacking imagemagick-6-common (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Selecting previously unselected package libmagickcore-6.q16-3:amd64.\n",
            "Preparing to unpack .../003-libmagickcore-6.q16-3_8%3a6.9.7.4+dfsg-16ubuntu6.8_amd64.deb ...\n",
            "Unpacking libmagickcore-6.q16-3:amd64 (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Selecting previously unselected package libmagickwand-6.q16-3:amd64.\n",
            "Preparing to unpack .../004-libmagickwand-6.q16-3_8%3a6.9.7.4+dfsg-16ubuntu6.8_amd64.deb ...\n",
            "Unpacking libmagickwand-6.q16-3:amd64 (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Selecting previously unselected package libqt5svg5:amd64.\n",
            "Preparing to unpack .../005-libqt5svg5_5.9.5-0ubuntu1_amd64.deb ...\n",
            "Unpacking libqt5svg5:amd64 (5.9.5-0ubuntu1) ...\n",
            "Selecting previously unselected package poppler-data.\n",
            "Preparing to unpack .../006-poppler-data_0.4.8-2_all.deb ...\n",
            "Unpacking poppler-data (0.4.8-2) ...\n",
            "Selecting previously unselected package tex-common.\n",
            "Preparing to unpack .../007-tex-common_6.09_all.deb ...\n",
            "Unpacking tex-common (6.09) ...\n",
            "Selecting previously unselected package netbase.\n",
            "Preparing to unpack .../008-netbase_5.4_all.deb ...\n",
            "Unpacking netbase (5.4) ...\n",
            "Selecting previously unselected package info.\n",
            "Preparing to unpack .../009-info_6.5.0.dfsg.1-2_amd64.deb ...\n",
            "Unpacking info (6.5.0.dfsg.1-2) ...\n",
            "Selecting previously unselected package libcupsimage2:amd64.\n",
            "Preparing to unpack .../010-libcupsimage2_2.2.7-1ubuntu2.8_amd64.deb ...\n",
            "Unpacking libcupsimage2:amd64 (2.2.7-1ubuntu2.8) ...\n",
            "Selecting previously unselected package libijs-0.35:amd64.\n",
            "Preparing to unpack .../011-libijs-0.35_0.35-13_amd64.deb ...\n",
            "Unpacking libijs-0.35:amd64 (0.35-13) ...\n",
            "Selecting previously unselected package libjbig2dec0:amd64.\n",
            "Preparing to unpack .../012-libjbig2dec0_0.13-6_amd64.deb ...\n",
            "Unpacking libjbig2dec0:amd64 (0.13-6) ...\n",
            "Selecting previously unselected package libgs9-common.\n",
            "Preparing to unpack .../013-libgs9-common_9.26~dfsg+0-0ubuntu0.18.04.13_all.deb ...\n",
            "Unpacking libgs9-common (9.26~dfsg+0-0ubuntu0.18.04.13) ...\n",
            "Selecting previously unselected package libgs9:amd64.\n",
            "Preparing to unpack .../014-libgs9_9.26~dfsg+0-0ubuntu0.18.04.13_amd64.deb ...\n",
            "Unpacking libgs9:amd64 (9.26~dfsg+0-0ubuntu0.18.04.13) ...\n",
            "Selecting previously unselected package ghostscript.\n",
            "Preparing to unpack .../015-ghostscript_9.26~dfsg+0-0ubuntu0.18.04.13_amd64.deb ...\n",
            "Unpacking ghostscript (9.26~dfsg+0-0ubuntu0.18.04.13) ...\n",
            "Selecting previously unselected package epstool.\n",
            "Preparing to unpack .../016-epstool_3.08+repack-7_amd64.deb ...\n",
            "Unpacking epstool (3.08+repack-7) ...\n",
            "Selecting previously unselected package fonts-noto-mono.\n",
            "Preparing to unpack .../017-fonts-noto-mono_20171026-2_all.deb ...\n",
            "Unpacking fonts-noto-mono (20171026-2) ...\n",
            "Selecting previously unselected package aglfn.\n",
            "Preparing to unpack .../018-aglfn_1.7-3_all.deb ...\n",
            "Unpacking aglfn (1.7-3) ...\n",
            "Selecting previously unselected package gnuplot-data.\n",
            "Preparing to unpack .../019-gnuplot-data_5.2.2+dfsg1-2ubuntu1_all.deb ...\n",
            "Unpacking gnuplot-data (5.2.2+dfsg1-2ubuntu1) ...\n",
            "Selecting previously unselected package liblua5.3-0:amd64.\n",
            "Preparing to unpack .../020-liblua5.3-0_5.3.3-1ubuntu0.18.04.1_amd64.deb ...\n",
            "Unpacking liblua5.3-0:amd64 (5.3.3-1ubuntu0.18.04.1) ...\n",
            "Selecting previously unselected package libwxbase3.0-0v5:amd64.\n",
            "Preparing to unpack .../021-libwxbase3.0-0v5_3.0.4+dfsg-3_amd64.deb ...\n",
            "Unpacking libwxbase3.0-0v5:amd64 (3.0.4+dfsg-3) ...\n",
            "Selecting previously unselected package libgtk2.0-common.\n",
            "Preparing to unpack .../022-libgtk2.0-common_2.24.32-1ubuntu1_all.deb ...\n",
            "Unpacking libgtk2.0-common (2.24.32-1ubuntu1) ...\n",
            "Selecting previously unselected package libgtk2.0-0:amd64.\n",
            "Preparing to unpack .../023-libgtk2.0-0_2.24.32-1ubuntu1_amd64.deb ...\n",
            "Unpacking libgtk2.0-0:amd64 (2.24.32-1ubuntu1) ...\n",
            "Selecting previously unselected package libnotify4:amd64.\n",
            "Preparing to unpack .../024-libnotify4_0.7.7-3_amd64.deb ...\n",
            "Unpacking libnotify4:amd64 (0.7.7-3) ...\n",
            "Selecting previously unselected package libwxgtk3.0-0v5:amd64.\n",
            "Preparing to unpack .../025-libwxgtk3.0-0v5_3.0.4+dfsg-3_amd64.deb ...\n",
            "Unpacking libwxgtk3.0-0v5:amd64 (3.0.4+dfsg-3) ...\n",
            "Selecting previously unselected package gnuplot-qt.\n",
            "Preparing to unpack .../026-gnuplot-qt_5.2.2+dfsg1-2ubuntu1_amd64.deb ...\n",
            "Unpacking gnuplot-qt (5.2.2+dfsg1-2ubuntu1) ...\n",
            "Selecting previously unselected package gsfonts.\n",
            "Preparing to unpack .../027-gsfonts_1%3a8.11+urwcyr1.0.7~pre44-4.4_all.deb ...\n",
            "Unpacking gsfonts (1:8.11+urwcyr1.0.7~pre44-4.4) ...\n",
            "Selecting previously unselected package libsuitesparseconfig5:amd64.\n",
            "Preparing to unpack .../028-libsuitesparseconfig5_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libsuitesparseconfig5:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package libamd2:amd64.\n",
            "Preparing to unpack .../029-libamd2_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libamd2:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package libcamd2:amd64.\n",
            "Preparing to unpack .../030-libcamd2_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libcamd2:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package libccolamd2:amd64.\n",
            "Preparing to unpack .../031-libccolamd2_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libccolamd2:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package libcolamd2:amd64.\n",
            "Preparing to unpack .../032-libcolamd2_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libcolamd2:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package libmetis5:amd64.\n",
            "Preparing to unpack .../033-libmetis5_5.1.0.dfsg-5_amd64.deb ...\n",
            "Unpacking libmetis5:amd64 (5.1.0.dfsg-5) ...\n",
            "Selecting previously unselected package libcholmod3:amd64.\n",
            "Preparing to unpack .../034-libcholmod3_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libcholmod3:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package libcupsfilters1:amd64.\n",
            "Preparing to unpack .../035-libcupsfilters1_1.20.2-0ubuntu3.1_amd64.deb ...\n",
            "Unpacking libcupsfilters1:amd64 (1.20.2-0ubuntu3.1) ...\n",
            "Selecting previously unselected package libcxsparse3:amd64.\n",
            "Preparing to unpack .../036-libcxsparse3_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libcxsparse3:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package libdata-dump-perl.\n",
            "Preparing to unpack .../037-libdata-dump-perl_1.23-1_all.deb ...\n",
            "Unpacking libdata-dump-perl (1.23-1) ...\n",
            "Selecting previously unselected package libemf1:amd64.\n",
            "Preparing to unpack .../038-libemf1_1.0.9+git.10.3231442-1_amd64.deb ...\n",
            "Unpacking libemf1:amd64 (1.0.9+git.10.3231442-1) ...\n",
            "Selecting previously unselected package libencode-locale-perl.\n",
            "Preparing to unpack .../039-libencode-locale-perl_1.05-1_all.deb ...\n",
            "Unpacking libencode-locale-perl (1.05-1) ...\n",
            "Selecting previously unselected package libfftw3-single3:amd64.\n",
            "Preparing to unpack .../040-libfftw3-single3_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-single3:amd64 (3.3.7-1) ...\n",
            "Selecting previously unselected package libtimedate-perl.\n",
            "Preparing to unpack .../041-libtimedate-perl_2.3000-2_all.deb ...\n",
            "Unpacking libtimedate-perl (2.3000-2) ...\n",
            "Selecting previously unselected package libhttp-date-perl.\n",
            "Preparing to unpack .../042-libhttp-date-perl_6.02-1_all.deb ...\n",
            "Unpacking libhttp-date-perl (6.02-1) ...\n",
            "Selecting previously unselected package libfile-listing-perl.\n",
            "Preparing to unpack .../043-libfile-listing-perl_6.04-1_all.deb ...\n",
            "Unpacking libfile-listing-perl (6.04-1) ...\n",
            "Selecting previously unselected package libfltk1.3:amd64.\n",
            "Preparing to unpack .../044-libfltk1.3_1.3.4-6_amd64.deb ...\n",
            "Unpacking libfltk1.3:amd64 (1.3.4-6) ...\n",
            "Selecting previously unselected package libfltk-gl1.3:amd64.\n",
            "Preparing to unpack .../045-libfltk-gl1.3_1.3.4-6_amd64.deb ...\n",
            "Unpacking libfltk-gl1.3:amd64 (1.3.4-6) ...\n",
            "Selecting previously unselected package libfont-afm-perl.\n",
            "Preparing to unpack .../046-libfont-afm-perl_1.20-2_all.deb ...\n",
            "Unpacking libfont-afm-perl (1.20-2) ...\n",
            "Selecting previously unselected package libgail18:amd64.\n",
            "Preparing to unpack .../047-libgail18_2.24.32-1ubuntu1_amd64.deb ...\n",
            "Unpacking libgail18:amd64 (2.24.32-1ubuntu1) ...\n",
            "Selecting previously unselected package libgail-common:amd64.\n",
            "Preparing to unpack .../048-libgail-common_2.24.32-1ubuntu1_amd64.deb ...\n",
            "Unpacking libgail-common:amd64 (2.24.32-1ubuntu1) ...\n",
            "Selecting previously unselected package libglpk40:amd64.\n",
            "Preparing to unpack .../049-libglpk40_4.65-1_amd64.deb ...\n",
            "Unpacking libglpk40:amd64 (4.65-1) ...\n",
            "Selecting previously unselected package libwmf0.2-7:amd64.\n",
            "Preparing to unpack .../050-libwmf0.2-7_0.2.8.4-12_amd64.deb ...\n",
            "Unpacking libwmf0.2-7:amd64 (0.2.8.4-12) ...\n",
            "Selecting previously unselected package libgraphicsmagick-q16-3.\n",
            "Preparing to unpack .../051-libgraphicsmagick-q16-3_1.3.28-2ubuntu0.1_amd64.deb ...\n",
            "Unpacking libgraphicsmagick-q16-3 (1.3.28-2ubuntu0.1) ...\n",
            "Selecting previously unselected package libgraphicsmagick++-q16-12.\n",
            "Preparing to unpack .../052-libgraphicsmagick++-q16-12_1.3.28-2ubuntu0.1_amd64.deb ...\n",
            "Unpacking libgraphicsmagick++-q16-12 (1.3.28-2ubuntu0.1) ...\n",
            "Selecting previously unselected package libgtk2.0-bin.\n",
            "Preparing to unpack .../053-libgtk2.0-bin_2.24.32-1ubuntu1_amd64.deb ...\n",
            "Unpacking libgtk2.0-bin (2.24.32-1ubuntu1) ...\n",
            "Selecting previously unselected package libhtml-tagset-perl.\n",
            "Preparing to unpack .../054-libhtml-tagset-perl_3.20-3_all.deb ...\n",
            "Unpacking libhtml-tagset-perl (3.20-3) ...\n",
            "Selecting previously unselected package liburi-perl.\n",
            "Preparing to unpack .../055-liburi-perl_1.73-1_all.deb ...\n",
            "Unpacking liburi-perl (1.73-1) ...\n",
            "Selecting previously unselected package libhtml-parser-perl.\n",
            "Preparing to unpack .../056-libhtml-parser-perl_3.72-3build1_amd64.deb ...\n",
            "Unpacking libhtml-parser-perl (3.72-3build1) ...\n",
            "Selecting previously unselected package libio-html-perl.\n",
            "Preparing to unpack .../057-libio-html-perl_1.001-1_all.deb ...\n",
            "Unpacking libio-html-perl (1.001-1) ...\n",
            "Selecting previously unselected package liblwp-mediatypes-perl.\n",
            "Preparing to unpack .../058-liblwp-mediatypes-perl_6.02-1_all.deb ...\n",
            "Unpacking liblwp-mediatypes-perl (6.02-1) ...\n",
            "Selecting previously unselected package libhttp-message-perl.\n",
            "Preparing to unpack .../059-libhttp-message-perl_6.14-1_all.deb ...\n",
            "Unpacking libhttp-message-perl (6.14-1) ...\n",
            "Selecting previously unselected package libhtml-form-perl.\n",
            "Preparing to unpack .../060-libhtml-form-perl_6.03-1_all.deb ...\n",
            "Unpacking libhtml-form-perl (6.03-1) ...\n",
            "Selecting previously unselected package libhtml-tree-perl.\n",
            "Preparing to unpack .../061-libhtml-tree-perl_5.07-1_all.deb ...\n",
            "Unpacking libhtml-tree-perl (5.07-1) ...\n",
            "Selecting previously unselected package libhtml-format-perl.\n",
            "Preparing to unpack .../062-libhtml-format-perl_2.12-1_all.deb ...\n",
            "Unpacking libhtml-format-perl (2.12-1) ...\n",
            "Selecting previously unselected package libhttp-cookies-perl.\n",
            "Preparing to unpack .../063-libhttp-cookies-perl_6.04-1_all.deb ...\n",
            "Unpacking libhttp-cookies-perl (6.04-1) ...\n",
            "Selecting previously unselected package libhttp-daemon-perl.\n",
            "Preparing to unpack .../064-libhttp-daemon-perl_6.01-1_all.deb ...\n",
            "Unpacking libhttp-daemon-perl (6.01-1) ...\n",
            "Selecting previously unselected package libhttp-negotiate-perl.\n",
            "Preparing to unpack .../065-libhttp-negotiate-perl_6.00-2_all.deb ...\n",
            "Unpacking libhttp-negotiate-perl (6.00-2) ...\n",
            "Selecting previously unselected package perl-openssl-defaults:amd64.\n",
            "Preparing to unpack .../066-perl-openssl-defaults_3build1_amd64.deb ...\n",
            "Unpacking perl-openssl-defaults:amd64 (3build1) ...\n",
            "Selecting previously unselected package libnet-ssleay-perl.\n",
            "Preparing to unpack .../067-libnet-ssleay-perl_1.84-1ubuntu0.2_amd64.deb ...\n",
            "Unpacking libnet-ssleay-perl (1.84-1ubuntu0.2) ...\n",
            "Selecting previously unselected package libio-socket-ssl-perl.\n",
            "Preparing to unpack .../068-libio-socket-ssl-perl_2.060-3~ubuntu18.04.1_all.deb ...\n",
            "Unpacking libio-socket-ssl-perl (2.060-3~ubuntu18.04.1) ...\n",
            "Selecting previously unselected package libnet-http-perl.\n",
            "Preparing to unpack .../069-libnet-http-perl_6.17-1_all.deb ...\n",
            "Unpacking libnet-http-perl (6.17-1) ...\n",
            "Selecting previously unselected package libtry-tiny-perl.\n",
            "Preparing to unpack .../070-libtry-tiny-perl_0.30-1_all.deb ...\n",
            "Unpacking libtry-tiny-perl (0.30-1) ...\n",
            "Selecting previously unselected package libwww-robotrules-perl.\n",
            "Preparing to unpack .../071-libwww-robotrules-perl_6.01-1_all.deb ...\n",
            "Unpacking libwww-robotrules-perl (6.01-1) ...\n",
            "Selecting previously unselected package libwww-perl.\n",
            "Preparing to unpack .../072-libwww-perl_6.31-1ubuntu0.1_all.deb ...\n",
            "Unpacking libwww-perl (6.31-1ubuntu0.1) ...\n",
            "Selecting previously unselected package liblwp-protocol-https-perl.\n",
            "Preparing to unpack .../073-liblwp-protocol-https-perl_6.07-2_all.deb ...\n",
            "Unpacking liblwp-protocol-https-perl (6.07-2) ...\n",
            "Selecting previously unselected package libmagick++-6.q16-7:amd64.\n",
            "Preparing to unpack .../074-libmagick++-6.q16-7_8%3a6.9.7.4+dfsg-16ubuntu6.8_amd64.deb ...\n",
            "Unpacking libmagick++-6.q16-7:amd64 (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Selecting previously unselected package libnet-smtp-ssl-perl.\n",
            "Preparing to unpack .../075-libnet-smtp-ssl-perl_1.04-1_all.deb ...\n",
            "Unpacking libnet-smtp-ssl-perl (1.04-1) ...\n",
            "Selecting previously unselected package libmailtools-perl.\n",
            "Preparing to unpack .../076-libmailtools-perl_2.18-1_all.deb ...\n",
            "Unpacking libmailtools-perl (2.18-1) ...\n",
            "Selecting previously unselected package libqrupdate1:amd64.\n",
            "Preparing to unpack .../077-libqrupdate1_1.1.2-2build1_amd64.deb ...\n",
            "Unpacking libqrupdate1:amd64 (1.1.2-2build1) ...\n",
            "Selecting previously unselected package libumfpack5:amd64.\n",
            "Preparing to unpack .../078-libumfpack5_1%3a5.1.2-2_amd64.deb ...\n",
            "Unpacking libumfpack5:amd64 (1:5.1.2-2) ...\n",
            "Selecting previously unselected package liboctave4:amd64.\n",
            "Preparing to unpack .../079-liboctave4_4.2.2-1ubuntu1_amd64.deb ...\n",
            "Unpacking liboctave4:amd64 (4.2.2-1ubuntu1) ...\n",
            "Selecting previously unselected package libplot2c2:amd64.\n",
            "Preparing to unpack .../080-libplot2c2_2.6-9_amd64.deb ...\n",
            "Unpacking libplot2c2:amd64 (2.6-9) ...\n",
            "Selecting previously unselected package libportaudio2:amd64.\n",
            "Preparing to unpack .../081-libportaudio2_19.6.0-1_amd64.deb ...\n",
            "Unpacking libportaudio2:amd64 (19.6.0-1) ...\n",
            "Selecting previously unselected package libzip4:amd64.\n",
            "Preparing to unpack .../082-libzip4_1.1.2-1.1_amd64.deb ...\n",
            "Unpacking libzip4:amd64 (1.1.2-1.1) ...\n",
            "Selecting previously unselected package libpstoedit0c2a.\n",
            "Preparing to unpack .../083-libpstoedit0c2a_3.70-5_amd64.deb ...\n",
            "Unpacking libpstoedit0c2a (3.70-5) ...\n",
            "Selecting previously unselected package libqscintilla2-qt5-l10n.\n",
            "Preparing to unpack .../084-libqscintilla2-qt5-l10n_2.10.2+dfsg-4_all.deb ...\n",
            "Unpacking libqscintilla2-qt5-l10n (2.10.2+dfsg-4) ...\n",
            "Selecting previously unselected package libqscintilla2-qt5-13.\n",
            "Preparing to unpack .../085-libqscintilla2-qt5-13_2.10.2+dfsg-4_amd64.deb ...\n",
            "Unpacking libqscintilla2-qt5-13 (2.10.2+dfsg-4) ...\n",
            "Selecting previously unselected package libqt5opengl5:amd64.\n",
            "Preparing to unpack .../086-libqt5opengl5_5.9.5+dfsg-0ubuntu2.5_amd64.deb ...\n",
            "Unpacking libqt5opengl5:amd64 (5.9.5+dfsg-0ubuntu2.5) ...\n",
            "Selecting previously unselected package libtext-unidecode-perl.\n",
            "Preparing to unpack .../087-libtext-unidecode-perl_1.30-1_all.deb ...\n",
            "Unpacking libtext-unidecode-perl (1.30-1) ...\n",
            "Selecting previously unselected package libxml-namespacesupport-perl.\n",
            "Preparing to unpack .../088-libxml-namespacesupport-perl_1.12-1_all.deb ...\n",
            "Unpacking libxml-namespacesupport-perl (1.12-1) ...\n",
            "Selecting previously unselected package libxml-sax-base-perl.\n",
            "Preparing to unpack .../089-libxml-sax-base-perl_1.09-1_all.deb ...\n",
            "Unpacking libxml-sax-base-perl (1.09-1) ...\n",
            "Selecting previously unselected package libxml-sax-perl.\n",
            "Preparing to unpack .../090-libxml-sax-perl_0.99+dfsg-2ubuntu1_all.deb ...\n",
            "Unpacking libxml-sax-perl (0.99+dfsg-2ubuntu1) ...\n",
            "Selecting previously unselected package libxml-libxml-perl.\n",
            "Preparing to unpack .../091-libxml-libxml-perl_2.0128+dfsg-5_amd64.deb ...\n",
            "Unpacking libxml-libxml-perl (2.0128+dfsg-5) ...\n",
            "Selecting previously unselected package libxml-parser-perl.\n",
            "Preparing to unpack .../092-libxml-parser-perl_2.44-2build3_amd64.deb ...\n",
            "Unpacking libxml-parser-perl (2.44-2build3) ...\n",
            "Selecting previously unselected package libxml-sax-expat-perl.\n",
            "Preparing to unpack .../093-libxml-sax-expat-perl_0.40-2_all.deb ...\n",
            "Unpacking libxml-sax-expat-perl (0.40-2) ...\n",
            "Selecting previously unselected package notification-daemon.\n",
            "Preparing to unpack .../094-notification-daemon_3.20.0-3_amd64.deb ...\n",
            "Unpacking notification-daemon (3.20.0-3) ...\n",
            "Selecting previously unselected package pstoedit.\n",
            "Preparing to unpack .../095-pstoedit_3.70-5_amd64.deb ...\n",
            "Unpacking pstoedit (3.70-5) ...\n",
            "Selecting previously unselected package texinfo.\n",
            "Preparing to unpack .../096-texinfo_6.5.0.dfsg.1-2_amd64.deb ...\n",
            "Unpacking texinfo (6.5.0.dfsg.1-2) ...\n",
            "Selecting previously unselected package libauthen-sasl-perl.\n",
            "Preparing to unpack .../097-libauthen-sasl-perl_2.1600-1_all.deb ...\n",
            "Unpacking libauthen-sasl-perl (2.1600-1) ...\n",
            "Selecting previously unselected package libosmesa6:amd64.\n",
            "Preparing to unpack .../098-libosmesa6_20.0.8-0ubuntu1~18.04.1_amd64.deb ...\n",
            "Unpacking libosmesa6:amd64 (20.0.8-0ubuntu1~18.04.1) ...\n",
            "Selecting previously unselected package octave-common.\n",
            "Preparing to unpack .../099-octave-common_4.2.2-1ubuntu1_all.deb ...\n",
            "Unpacking octave-common (4.2.2-1ubuntu1) ...\n",
            "Selecting previously unselected package octave.\n",
            "Preparing to unpack .../100-octave_4.2.2-1ubuntu1_amd64.deb ...\n",
            "Unpacking octave (4.2.2-1ubuntu1) ...\n",
            "Selecting previously unselected package octave-doc.\n",
            "Preparing to unpack .../101-octave-doc_4.2.2-1ubuntu1_all.deb ...\n",
            "Unpacking octave-doc (4.2.2-1ubuntu1) ...\n",
            "Setting up libgs9-common (9.26~dfsg+0-0ubuntu0.18.04.13) ...\n",
            "Setting up libhtml-tagset-perl (3.20-3) ...\n",
            "Setting up imagemagick-6-common (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Setting up libnotify4:amd64 (0.7.7-3) ...\n",
            "Setting up libcxsparse3:amd64 (1:5.1.2-2) ...\n",
            "Setting up libtry-tiny-perl (0.30-1) ...\n",
            "Setting up fonts-droid-fallback (1:6.0.1r16-1.1) ...\n",
            "Setting up libfont-afm-perl (1.20-2) ...\n",
            "Setting up libgtk2.0-common (2.24.32-1ubuntu1) ...\n",
            "Setting up info (6.5.0.dfsg.1-2) ...\n",
            "update-alternatives: using /usr/bin/info to provide /usr/bin/infobrowser (infobrowser) in auto mode\n",
            "Setting up libportaudio2:amd64 (19.6.0-1) ...\n",
            "Setting up tex-common (6.09) ...\n",
            "update-language: texlive-base not installed and configured, doing nothing!\n",
            "Setting up libxml-namespacesupport-perl (1.12-1) ...\n",
            "Setting up gsfonts (1:8.11+urwcyr1.0.7~pre44-4.4) ...\n",
            "Setting up libencode-locale-perl (1.05-1) ...\n",
            "Setting up libtimedate-perl (2.3000-2) ...\n",
            "Setting up poppler-data (0.4.8-2) ...\n",
            "Setting up perl-openssl-defaults:amd64 (3build1) ...\n",
            "Setting up libosmesa6:amd64 (20.0.8-0ubuntu1~18.04.1) ...\n",
            "Setting up libio-html-perl (1.001-1) ...\n",
            "Setting up libtext-unidecode-perl (1.30-1) ...\n",
            "Setting up libqt5opengl5:amd64 (5.9.5+dfsg-0ubuntu2.5) ...\n",
            "Setting up fonts-noto-mono (20171026-2) ...\n",
            "Setting up libwxbase3.0-0v5:amd64 (3.0.4+dfsg-3) ...\n",
            "Setting up libqrupdate1:amd64 (1.1.2-2build1) ...\n",
            "Setting up libcupsfilters1:amd64 (1.20.2-0ubuntu3.1) ...\n",
            "Setting up libzip4:amd64 (1.1.2-1.1) ...\n",
            "Setting up libcupsimage2:amd64 (2.2.7-1ubuntu2.8) ...\n",
            "Setting up libxml-sax-base-perl (1.09-1) ...\n",
            "Setting up liblqr-1-0:amd64 (0.4.2-2.1) ...\n",
            "Setting up libjbig2dec0:amd64 (0.13-6) ...\n",
            "Setting up liblwp-mediatypes-perl (6.02-1) ...\n",
            "Setting up liburi-perl (1.73-1) ...\n",
            "Setting up libqt5svg5:amd64 (5.9.5-0ubuntu1) ...\n",
            "Setting up libsuitesparseconfig5:amd64 (1:5.1.2-2) ...\n",
            "Setting up libmetis5:amd64 (5.1.0.dfsg-5) ...\n",
            "Setting up libdata-dump-perl (1.23-1) ...\n",
            "Setting up libhtml-parser-perl (3.72-3build1) ...\n",
            "Setting up libijs-0.35:amd64 (0.35-13) ...\n",
            "Setting up libcolamd2:amd64 (1:5.1.2-2) ...\n",
            "Setting up libfltk1.3:amd64 (1.3.4-6) ...\n",
            "Setting up libccolamd2:amd64 (1:5.1.2-2) ...\n",
            "Setting up libfftw3-single3:amd64 (3.3.7-1) ...\n",
            "Setting up octave-common (4.2.2-1ubuntu1) ...\n",
            "Setting up libnet-http-perl (6.17-1) ...\n",
            "Setting up libqscintilla2-qt5-l10n (2.10.2+dfsg-4) ...\n",
            "Setting up libemf1:amd64 (1.0.9+git.10.3231442-1) ...\n",
            "Setting up aglfn (1.7-3) ...\n",
            "Setting up libplot2c2:amd64 (2.6-9) ...\n",
            "Setting up liblua5.3-0:amd64 (5.3.3-1ubuntu0.18.04.1) ...\n",
            "Setting up libgs9:amd64 (9.26~dfsg+0-0ubuntu0.18.04.13) ...\n",
            "Setting up libwmf0.2-7:amd64 (0.2.8.4-12) ...\n",
            "Setting up libwww-robotrules-perl (6.01-1) ...\n",
            "Setting up libauthen-sasl-perl (2.1600-1) ...\n",
            "Setting up notification-daemon (3.20.0-3) ...\n",
            "Setting up octave-doc (4.2.2-1ubuntu1) ...\n",
            "Setting up netbase (5.4) ...\n",
            "Setting up libxml-sax-perl (0.99+dfsg-2ubuntu1) ...\n",
            "update-perl-sax-parsers: Registering Perl SAX parser XML::SAX::PurePerl with priority 10...\n",
            "update-perl-sax-parsers: Updating overall Perl SAX parser modules info file...\n",
            "\n",
            "Creating config file /etc/perl/XML/SAX/ParserDetails.ini with new version\n",
            "Setting up libgtk2.0-0:amd64 (2.24.32-1ubuntu1) ...\n",
            "Setting up libhttp-date-perl (6.02-1) ...\n",
            "Setting up libmagickcore-6.q16-3:amd64 (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Setting up libgail18:amd64 (2.24.32-1ubuntu1) ...\n",
            "Setting up libnet-ssleay-perl (1.84-1ubuntu0.2) ...\n",
            "Setting up libfltk-gl1.3:amd64 (1.3.4-6) ...\n",
            "Setting up libcamd2:amd64 (1:5.1.2-2) ...\n",
            "Setting up libqscintilla2-qt5-13 (2.10.2+dfsg-4) ...\n",
            "Setting up libwxgtk3.0-0v5:amd64 (3.0.4+dfsg-3) ...\n",
            "Setting up libgail-common:amd64 (2.24.32-1ubuntu1) ...\n",
            "Setting up ghostscript (9.26~dfsg+0-0ubuntu0.18.04.13) ...\n",
            "Setting up gnuplot-data (5.2.2+dfsg1-2ubuntu1) ...\n",
            "Setting up libio-socket-ssl-perl (2.060-3~ubuntu18.04.1) ...\n",
            "Setting up libgraphicsmagick-q16-3 (1.3.28-2ubuntu0.1) ...\n",
            "Setting up libhtml-tree-perl (5.07-1) ...\n",
            "Setting up libamd2:amd64 (1:5.1.2-2) ...\n",
            "Setting up libmagickwand-6.q16-3:amd64 (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Setting up libfile-listing-perl (6.04-1) ...\n",
            "Setting up libhttp-message-perl (6.14-1) ...\n",
            "Setting up libxml-libxml-perl (2.0128+dfsg-5) ...\n",
            "update-perl-sax-parsers: Registering Perl SAX parser XML::LibXML::SAX::Parser with priority 50...\n",
            "update-perl-sax-parsers: Registering Perl SAX parser XML::LibXML::SAX with priority 50...\n",
            "update-perl-sax-parsers: Updating overall Perl SAX parser modules info file...\n",
            "Replacing config file /etc/perl/XML/SAX/ParserDetails.ini with new version\n",
            "Setting up libhttp-negotiate-perl (6.00-2) ...\n",
            "Setting up libgtk2.0-bin (2.24.32-1ubuntu1) ...\n",
            "Setting up libgraphicsmagick++-q16-12 (1.3.28-2ubuntu0.1) ...\n",
            "Setting up libnet-smtp-ssl-perl (1.04-1) ...\n",
            "Setting up libhtml-format-perl (2.12-1) ...\n",
            "Setting up libglpk40:amd64 (4.65-1) ...\n",
            "Setting up libhttp-cookies-perl (6.04-1) ...\n",
            "Setting up gnuplot-qt (5.2.2+dfsg1-2ubuntu1) ...\n",
            "update-alternatives: using /usr/bin/gnuplot-qt to provide /usr/bin/gnuplot (gnuplot) in auto mode\n",
            "Setting up epstool (3.08+repack-7) ...\n",
            "Setting up libhttp-daemon-perl (6.01-1) ...\n",
            "Setting up libcholmod3:amd64 (1:5.1.2-2) ...\n",
            "Setting up libmagick++-6.q16-7:amd64 (8:6.9.7.4+dfsg-16ubuntu6.8) ...\n",
            "Setting up libpstoedit0c2a (3.70-5) ...\n",
            "Setting up libhtml-form-perl (6.03-1) ...\n",
            "Setting up texinfo (6.5.0.dfsg.1-2) ...\n",
            "Setting up libmailtools-perl (2.18-1) ...\n",
            "Setting up libumfpack5:amd64 (1:5.1.2-2) ...\n",
            "Setting up pstoedit (3.70-5) ...\n",
            "Setting up liboctave4:amd64 (4.2.2-1ubuntu1) ...\n",
            "Setting up octave (4.2.2-1ubuntu1) ...\n",
            "Setting up liblwp-protocol-https-perl (6.07-2) ...\n",
            "Setting up libwww-perl (6.31-1ubuntu0.1) ...\n",
            "Setting up libxml-parser-perl (2.44-2build3) ...\n",
            "Setting up libxml-sax-expat-perl (0.40-2) ...\n",
            "update-perl-sax-parsers: Registering Perl SAX parser XML::SAX::Expat with priority 50...\n",
            "update-perl-sax-parsers: Updating overall Perl SAX parser modules info file...\n",
            "Replacing config file /etc/perl/XML/SAX/ParserDetails.ini with new version\n",
            "Processing triggers for fontconfig (2.12.6-0ubuntu2) ...\n",
            "Processing triggers for mime-support (3.60ubuntu1) ...\n",
            "Processing triggers for install-info (6.5.0.dfsg.1-2) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.2) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.6/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Processing triggers for hicolor-icon-theme (0.17-2) ...\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "The following additional packages will be installed:\n",
            "  libfftw3-bin libfftw3-dev libfftw3-long3 libfftw3-quad3\n",
            "Suggested packages:\n",
            "  libfftw3-doc\n",
            "The following NEW packages will be installed:\n",
            "  libfftw3-bin libfftw3-dev libfftw3-long3 libfftw3-quad3 liboctave-dev\n",
            "0 upgraded, 5 newly installed, 0 to remove and 14 not upgraded.\n",
            "Need to get 3,439 kB of archives.\n",
            "After this operation, 23.2 MB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-long3 amd64 3.3.7-1 [308 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-quad3 amd64 3.3.7-1 [552 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-bin amd64 3.3.7-1 [32.7 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-dev amd64 3.3.7-1 [2,108 kB]\n",
            "Get:5 http://archive.ubuntu.com/ubuntu bionic/universe amd64 liboctave-dev amd64 4.2.2-1ubuntu1 [438 kB]\n",
            "Fetched 3,439 kB in 1s (3,796 kB/s)\n",
            "Selecting previously unselected package libfftw3-long3:amd64.\n",
            "(Reading database ... 152605 files and directories currently installed.)\n",
            "Preparing to unpack .../libfftw3-long3_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-long3:amd64 (3.3.7-1) ...\n",
            "Selecting previously unselected package libfftw3-quad3:amd64.\n",
            "Preparing to unpack .../libfftw3-quad3_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-quad3:amd64 (3.3.7-1) ...\n",
            "Selecting previously unselected package libfftw3-bin.\n",
            "Preparing to unpack .../libfftw3-bin_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-bin (3.3.7-1) ...\n",
            "Selecting previously unselected package libfftw3-dev:amd64.\n",
            "Preparing to unpack .../libfftw3-dev_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-dev:amd64 (3.3.7-1) ...\n",
            "Selecting previously unselected package liboctave-dev.\n",
            "Preparing to unpack .../liboctave-dev_4.2.2-1ubuntu1_amd64.deb ...\n",
            "Unpacking liboctave-dev (4.2.2-1ubuntu1) ...\n",
            "Setting up libfftw3-quad3:amd64 (3.3.7-1) ...\n",
            "Setting up libfftw3-long3:amd64 (3.3.7-1) ...\n",
            "Setting up libfftw3-bin (3.3.7-1) ...\n",
            "Setting up libfftw3-dev:amd64 (3.3.7-1) ...\n",
            "Setting up liboctave-dev (4.2.2-1ubuntu1) ...\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.2) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.6/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "The following additional packages will be installed:\n",
            "  ant ant-optional dictionaries-common emacsen-common fonts-liberation2\n",
            "  fonts-opensymbol hunspell-en-us libactivation-java libaopalliance-java\n",
            "  libapache-poi-java libapache-pom-java libargs4j-java libasm-java\n",
            "  libatinject-jsr330-api-java libcdi-api-java libcglib-java\n",
            "  libclucene-contribs1v5 libclucene-core1v5 libcmis-0.5-5v5 libcodemodel-java\n",
            "  libcommons-cli-java libcommons-codec-java libcommons-collections4-java\n",
            "  libcommons-compress-java libcommons-io-java libcommons-lang3-java\n",
            "  libcommons-logging-java libcommons-math3-java libcommons-parent-java\n",
            "  libcurvesapi-java libdbus-glib-1-2 libdom4j-java libdtd-parser-java libeot0\n",
            "  libexttextcat-2.0-0 libexttextcat-data libfastinfoset-java\n",
            "  libgeronimo-annotation-1.3-spec-java libgeronimo-interceptor-3.0-spec-java\n",
            "  libgpgme11 libgpgmepp6 libguava-java libguice-java libhawtjni-runtime-java\n",
            "  libhttpclient-java libhttpcore-java libhunspell-1.6-0 libhyphen0\n",
            "  libicu4j-java libintellij-annotations-java libistack-commons-java\n",
            "  libjansi-java libjansi-native-java libjaxb-api-java libjaxb-java\n",
            "  libjaxen-java libjaxp1.3-java libjdom1-java libjexcelapi-java\n",
            "  libjopendocument-java libjsoup-java libjsr305-java liblangtag-common\n",
            "  liblangtag1 liblog4j1.2-java libmaven-file-management-java\n",
            "  libmaven-parent-java libmaven-resolver-java libmaven-shared-io-java\n",
            "  libmaven-shared-utils-java libmaven3-core-java libmhash2 libmythes-1.2-0\n",
            "  libneon27-gnutls liborcus-0.13-0 libplexus-archiver-java\n",
            "  libplexus-cipher-java libplexus-classworlds-java\n",
            "  libplexus-component-annotations-java libplexus-interpolation-java\n",
            "  libplexus-io-java libplexus-sec-dispatcher-java libplexus-utils-java\n",
            "  libplexus-utils2-java libraptor2-0 librasqal3 librdf0\n",
            "  librelaxng-datatype-java libreoffice-common libreoffice-core\n",
            "  libreoffice-java-common libreoffice-style-galaxy libreoffice-style-tango\n",
            "  librevenge-0.0-0 librngom-java libsaxonhe-java libsisu-guice-java\n",
            "  libsisu-inject-java libsisu-ioc-java libsisu-plexus-java libslf4j-java\n",
            "  libsnappy-java libsnappy-jni libstax-ex-java libstreambuffer-java\n",
            "  libtext-iconv-perl libtxw2-java libwagon-http-java\n",
            "  libwagon-provider-api-java libxalan2-java libxerces2-java\n",
            "  libxml-commons-external-java libxml-commons-resolver1.1-java\n",
            "  libxmlbeans-java libxmlsec1 libxmlsec1-nss libxom-java libxsom-java\n",
            "  libxz-java libyajl2 octave-io python3-uno uno-libs3 ure\n",
            "Suggested packages:\n",
            "  ant-doc antlr javacc junit junit4 jython libbcel-java libbsf-java\n",
            "  libcommons-net-java libmail-java libjdepend-java libjsch-java liboro-java\n",
            "  libregexp-java ispell | aspell | hunspell wordlist hunspell\n",
            "  openoffice.org-hunspell | openoffice.org-core libaopalliance-java-doc\n",
            "  libapache-poi-java-doc libatinject-jsr330-api-java-doc libservlet3.1-java\n",
            "  libcommons-collections4-java-doc libcommons-io-java-doc\n",
            "  libcommons-lang3-java-doc libavalon-framework-java\n",
            "  libcommons-logging-java-doc libexcalibur-logkit-java libdom4j-java-doc\n",
            "  libmsv-java libxpp2-java libxpp3-java libdtd-parser-java-doc\n",
            "  libintellij-annotations-java-doc libjdom1-java-doc libjsoup-java-doc\n",
            "  libjsr305-java-doc liblog4j1.2-java-doc libmaven-file-management-java-doc\n",
            "  libmaven-shared-io-java-doc libmaven-shared-utils-java-doc liblogback-java\n",
            "  libplexus-cipher-java-doc libplexus-classworlds-java-doc\n",
            "  libplexus-interpolation-java-doc libplexus-sec-dispatcher-java-doc\n",
            "  libplexus-utils-java-doc libplexus-utils2-java-doc raptor2-utils\n",
            "  rasqal-utils librdf-storage-postgresql librdf-storage-mysql\n",
            "  librdf-storage-sqlite librdf-storage-virtuoso redland-utils tango-icon-theme\n",
            "  testng libosgi-compendium-java libosgi-core-java libxalan2-java-doc\n",
            "  libxsltc-java libxerces2-java-doc libxml-commons-resolver1.1-java-doc\n",
            "  libxom-java-doc\n",
            "The following NEW packages will be installed:\n",
            "  ant ant-optional dictionaries-common emacsen-common fonts-liberation2\n",
            "  fonts-opensymbol hunspell-en-us libactivation-java libaopalliance-java\n",
            "  libapache-poi-java libapache-pom-java libargs4j-java libasm-java\n",
            "  libatinject-jsr330-api-java libcdi-api-java libcglib-java\n",
            "  libclucene-contribs1v5 libclucene-core1v5 libcmis-0.5-5v5 libcodemodel-java\n",
            "  libcommons-cli-java libcommons-codec-java libcommons-collections4-java\n",
            "  libcommons-compress-java libcommons-io-java libcommons-lang3-java\n",
            "  libcommons-logging-java libcommons-math3-java libcommons-parent-java\n",
            "  libcurvesapi-java libdbus-glib-1-2 libdom4j-java libdtd-parser-java libeot0\n",
            "  libexttextcat-2.0-0 libexttextcat-data libfastinfoset-java\n",
            "  libgeronimo-annotation-1.3-spec-java libgeronimo-interceptor-3.0-spec-java\n",
            "  libgpgme11 libgpgmepp6 libguava-java libguice-java libhawtjni-runtime-java\n",
            "  libhttpclient-java libhttpcore-java libhunspell-1.6-0 libhyphen0\n",
            "  libicu4j-java libintellij-annotations-java libistack-commons-java\n",
            "  libjansi-java libjansi-native-java libjaxb-api-java libjaxb-java\n",
            "  libjaxen-java libjaxp1.3-java libjdom1-java libjexcelapi-java\n",
            "  libjopendocument-java libjsoup-java libjsr305-java liblangtag-common\n",
            "  liblangtag1 liblog4j1.2-java libmaven-file-management-java\n",
            "  libmaven-parent-java libmaven-resolver-java libmaven-shared-io-java\n",
            "  libmaven-shared-utils-java libmaven3-core-java libmhash2 libmythes-1.2-0\n",
            "  libneon27-gnutls liborcus-0.13-0 libplexus-archiver-java\n",
            "  libplexus-cipher-java libplexus-classworlds-java\n",
            "  libplexus-component-annotations-java libplexus-interpolation-java\n",
            "  libplexus-io-java libplexus-sec-dispatcher-java libplexus-utils-java\n",
            "  libplexus-utils2-java libraptor2-0 librasqal3 librdf0\n",
            "  librelaxng-datatype-java libreoffice-common libreoffice-core\n",
            "  libreoffice-java-common libreoffice-style-galaxy libreoffice-style-tango\n",
            "  librevenge-0.0-0 librngom-java libsaxonhe-java libsisu-guice-java\n",
            "  libsisu-inject-java libsisu-ioc-java libsisu-plexus-java libslf4j-java\n",
            "  libsnappy-java libsnappy-jni libstax-ex-java libstreambuffer-java\n",
            "  libtext-iconv-perl libtxw2-java libwagon-http-java\n",
            "  libwagon-provider-api-java libxalan2-java libxerces2-java\n",
            "  libxml-commons-external-java libxml-commons-resolver1.1-java\n",
            "  libxmlbeans-java libxmlsec1 libxmlsec1-nss libxom-java libxsom-java\n",
            "  libxz-java libyajl2 octave-io octave-statistics python3-uno uno-libs3 ure\n",
            "0 upgraded, 125 newly installed, 0 to remove and 14 not upgraded.\n",
            "Need to get 135 MB of archives.\n",
            "After this operation, 338 MB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu bionic/main amd64 libmhash2 amd64 0.9.9.9-7 [87.0 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 libtext-iconv-perl amd64 1.7-5build6 [13.0 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 ant all 1.10.5-3~18.04 [2,075 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 ant-optional all 1.10.5-3~18.04 [378 kB]\n",
            "Get:5 http://archive.ubuntu.com/ubuntu bionic/main amd64 emacsen-common all 2.0.8 [17.6 kB]\n",
            "Get:6 http://archive.ubuntu.com/ubuntu bionic/main amd64 dictionaries-common all 1.27.2 [186 kB]\n",
            "Get:7 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 fonts-liberation2 all 2.00.1-7~18.04.2 [1,455 kB]\n",
            "Get:8 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 fonts-opensymbol all 2:102.10+LibO6.0.7-0ubuntu0.18.04.10 [92.1 kB]\n",
            "Get:9 http://archive.ubuntu.com/ubuntu bionic/main amd64 hunspell-en-us all 1:2017.08.24 [168 kB]\n",
            "Get:10 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libactivation-java all 1.2.0-1ubuntu1 [84.8 kB]\n",
            "Get:11 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libapache-pom-java all 18-1 [4,720 B]\n",
            "Get:12 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcommons-parent-java all 43-1 [10.8 kB]\n",
            "Get:13 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcommons-codec-java all 1.11-1 [271 kB]\n",
            "Get:14 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libcommons-collections4-java all 4.2-1~18.04 [663 kB]\n",
            "Get:15 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libcommons-compress-java all 1.18-1~18.04 [531 kB]\n",
            "Get:16 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcommons-logging-java all 1.2-2 [60.3 kB]\n",
            "Get:17 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcommons-math3-java all 3.6.1-3 [2,016 kB]\n",
            "Get:18 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcurvesapi-java all 1.05-1 [99.9 kB]\n",
            "Get:19 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjaxen-java all 1.1.6-3 [214 kB]\n",
            "Get:20 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libdom4j-java all 2.1.0-2 [309 kB]\n",
            "Get:21 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libargs4j-java all 2.33-1 [138 kB]\n",
            "Get:22 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcommons-io-java all 2.6-2 [198 kB]\n",
            "Get:23 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libmaven-shared-utils-java all 3.3.0-1~18.04 [149 kB]\n",
            "Get:24 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libatinject-jsr330-api-java all 1.0+ds1-5 [5,348 B]\n",
            "Get:25 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcommons-cli-java all 1.4-1 [53.8 kB]\n",
            "Get:26 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libcommons-lang3-java all 3.8-1~18.04.2 [479 kB]\n",
            "Get:27 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libgeronimo-annotation-1.3-spec-java all 1.0-1 [10.7 kB]\n",
            "Get:28 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libaopalliance-java all 20070526-6 [9,084 B]\n",
            "Get:29 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjsr305-java all 0.1~+svn49-10 [26.5 kB]\n",
            "Get:30 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libguava-java all 19.0-1 [2,028 kB]\n",
            "Get:31 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libguice-java all 4.0-4 [853 kB]\n",
            "Get:32 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libmaven-parent-java all 31-2~18.04 [5,196 B]\n",
            "Get:33 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-utils2-java all 3.0.24-3 [246 kB]\n",
            "Get:34 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libwagon-provider-api-java all 3.0.0-2 [48.2 kB]\n",
            "Get:35 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libmaven-resolver-java all 1.3.1-1~18.04 [549 kB]\n",
            "Get:36 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-cipher-java all 1.7-3 [15.1 kB]\n",
            "Get:37 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-classworlds-java all 2.5.2-2 [49.3 kB]\n",
            "Get:38 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-component-annotations-java all 1.7.1-7 [6,596 B]\n",
            "Get:39 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-interpolation-java all 1.24-1 [73.4 kB]\n",
            "Get:40 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-sec-dispatcher-java all 1.4-3 [28.0 kB]\n",
            "Get:41 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libgeronimo-interceptor-3.0-spec-java all 1.0.1-4fakesync [8,616 B]\n",
            "Get:42 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcdi-api-java all 1.2-2 [54.5 kB]\n",
            "Get:43 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libslf4j-java all 1.7.25-3 [141 kB]\n",
            "Get:44 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libsisu-inject-java all 0.3.2-2 [346 kB]\n",
            "Get:45 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libsisu-plexus-java all 0.3.3-3 [182 kB]\n",
            "Get:46 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libmaven3-core-java all 3.6.0-1~18.04.1 [1,465 kB]\n",
            "Get:47 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjaxp1.3-java all 1.3.05-5 [226 kB]\n",
            "Get:48 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libxml-commons-external-java all 1.4.01-3 [240 kB]\n",
            "Get:49 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libxml-commons-resolver1.1-java all 1.2-9 [91.1 kB]\n",
            "Get:50 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libxerces2-java all 2.11.0-8 [1,344 kB]\n",
            "Get:51 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libxalan2-java all 2.7.2-1 [3,302 kB]\n",
            "Get:52 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-utils-java all 1:1.5.15-5 [209 kB]\n",
            "Get:53 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libmaven-shared-io-java all 3.0.0-3 [33.3 kB]\n",
            "Get:54 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libmaven-file-management-java all 3.0.0-1 [35.1 kB]\n",
            "Get:55 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libplexus-io-java all 3.1.1-1~18.04 [64.8 kB]\n",
            "Get:56 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libsnappy-jni amd64 1.1.4-1 [6,996 B]\n",
            "Get:57 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libsnappy-java all 1.1.4-1 [67.2 kB]\n",
            "Get:58 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libxz-java all 1.8-1 [134 kB]\n",
            "Get:59 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libplexus-archiver-java all 3.5-2 [166 kB]\n",
            "Get:60 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libsisu-guice-java all 4.2.0-1 [785 kB]\n",
            "Get:61 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libsisu-ioc-java all 2.3.0-11 [492 kB]\n",
            "Get:62 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libhttpcore-java all 4.4.9-1 [605 kB]\n",
            "Get:63 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libhttpclient-java all 4.5.5-1 [720 kB]\n",
            "Get:64 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjsoup-java all 1.10.2-2 [337 kB]\n",
            "Get:65 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libwagon-http-java all 3.0.0-2 [45.6 kB]\n",
            "Get:66 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libistack-commons-java all 3.0.6-3~18.04 [144 kB]\n",
            "Get:67 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libcodemodel-java all 2.6+jaxb2.3.0.1-7~18.04 [163 kB]\n",
            "Get:68 http://archive.ubuntu.com/ubuntu bionic/universe amd64 librelaxng-datatype-java all 1.0+ds1-3 [11.7 kB]\n",
            "Get:69 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 librngom-java all 2.3.0.1-7~18.04 [288 kB]\n",
            "Get:70 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libxsom-java all 2.3.0.1-7~18.04 [396 kB]\n",
            "Get:71 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libtxw2-java all 2.3.0.1-7~18.04 [134 kB]\n",
            "Get:72 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libdtd-parser-java all 1.2~svn20110404-1 [62.4 kB]\n",
            "Get:73 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libjaxb-api-java all 2.3.1-1~18.04 [119 kB]\n",
            "Get:74 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libstax-ex-java all 1.7.8-3~18.04.1 [41.0 kB]\n",
            "Get:75 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libstreambuffer-java all 1.5.4-1 [71.9 kB]\n",
            "Get:76 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libfastinfoset-java all 1.2.12-3 [343 kB]\n",
            "Get:77 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libjaxb-java all 2.3.0.1-7~18.04 [1,968 kB]\n",
            "Get:78 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 liblog4j1.2-java all 1.2.17-8+deb10u1build0.18.04.1 [435 kB]\n",
            "Get:79 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libicu4j-java all 60.2-1 [14.2 MB]\n",
            "Get:80 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libintellij-annotations-java all 12.0-1 [11.7 kB]\n",
            "Get:81 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libjdom1-java all 1.1.3-2~18.04 [156 kB]\n",
            "Get:82 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libxom-java all 1.2.10-1 [170 kB]\n",
            "Get:83 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libsaxonhe-java all 9.8.0.8+dfsg+1-2 [4,032 kB]\n",
            "Get:84 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libxmlbeans-java all 3.0.2-1~18.04 [2,156 kB]\n",
            "Get:85 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libapache-poi-java all 4.0.1-1~18.03 [10.6 MB]\n",
            "Get:86 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 libasm-java all 7.0-1~18.04 [362 kB]\n",
            "Get:87 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libcglib-java all 3.2.6-2 [282 kB]\n",
            "Get:88 http://archive.ubuntu.com/ubuntu bionic/main amd64 libclucene-core1v5 amd64 2.3.3.4+dfsg-1 [459 kB]\n",
            "Get:89 http://archive.ubuntu.com/ubuntu bionic/main amd64 libclucene-contribs1v5 amd64 2.3.3.4+dfsg-1 [79.0 kB]\n",
            "Get:90 http://archive.ubuntu.com/ubuntu bionic/main amd64 libcmis-0.5-5v5 amd64 0.5.1+git20160603-3build2 [464 kB]\n",
            "Get:91 http://archive.ubuntu.com/ubuntu bionic/main amd64 libdbus-glib-1-2 amd64 0.110-2 [58.3 kB]\n",
            "Get:92 http://archive.ubuntu.com/ubuntu bionic/main amd64 libeot0 amd64 0.01-5 [26.0 kB]\n",
            "Get:93 http://archive.ubuntu.com/ubuntu bionic/main amd64 libexttextcat-data all 3.4.5-1 [162 kB]\n",
            "Get:94 http://archive.ubuntu.com/ubuntu bionic/main amd64 libexttextcat-2.0-0 amd64 3.4.5-1 [13.0 kB]\n",
            "Get:95 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libgpgme11 amd64 1.10.0-1ubuntu2 [111 kB]\n",
            "Get:96 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libgpgmepp6 amd64 1.10.0-1ubuntu2 [94.8 kB]\n",
            "Get:97 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libhawtjni-runtime-java all 1.15-2 [27.1 kB]\n",
            "Get:98 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhunspell-1.6-0 amd64 1.6.2-1 [154 kB]\n",
            "Get:99 http://archive.ubuntu.com/ubuntu bionic/main amd64 libhyphen0 amd64 2.8.8-5 [26.5 kB]\n",
            "Get:100 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjansi-native-java all 1.7-1 [19.4 kB]\n",
            "Get:101 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjansi-java all 1.16-1 [36.2 kB]\n",
            "Get:102 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjexcelapi-java all 2.6.12-3 [672 kB]\n",
            "Get:103 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libjopendocument-java all 1.3repack-1 [6,292 kB]\n",
            "Get:104 http://archive.ubuntu.com/ubuntu bionic/main amd64 liblangtag-common all 0.6.2-1 [174 kB]\n",
            "Get:105 http://archive.ubuntu.com/ubuntu bionic/main amd64 liblangtag1 amd64 0.6.2-1 [48.6 kB]\n",
            "Get:106 http://archive.ubuntu.com/ubuntu bionic/main amd64 libmythes-1.2-0 amd64 2:1.2.4-3 [8,362 B]\n",
            "Get:107 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libneon27-gnutls amd64 0.30.2-3~ubuntu18.04.1 [66.5 kB]\n",
            "Get:108 http://archive.ubuntu.com/ubuntu bionic/main amd64 liborcus-0.13-0 amd64 0.13.4-2 [373 kB]\n",
            "Get:109 http://archive.ubuntu.com/ubuntu bionic/main amd64 libyajl2 amd64 2.1.0-2build1 [20.0 kB]\n",
            "Get:110 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libraptor2-0 amd64 2.0.14-1ubuntu0.18.04.1 [156 kB]\n",
            "Get:111 http://archive.ubuntu.com/ubuntu bionic/main amd64 librasqal3 amd64 0.9.32-1build1 [166 kB]\n",
            "Get:112 http://archive.ubuntu.com/ubuntu bionic/main amd64 librdf0 amd64 1.0.17-1.1 [95.5 kB]\n",
            "Get:113 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libreoffice-style-galaxy all 1:6.0.7-0ubuntu0.18.04.10 [1,540 kB]\n",
            "Get:114 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libreoffice-style-tango all 1:6.0.7-0ubuntu0.18.04.10 [1,308 kB]\n",
            "Get:115 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 uno-libs3 amd64 6.0.7-0ubuntu0.18.04.10 [707 kB]\n",
            "Get:116 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 ure amd64 6.0.7-0ubuntu0.18.04.10 [1,541 kB]\n",
            "Get:117 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libreoffice-common all 1:6.0.7-0ubuntu0.18.04.10 [24.7 MB]\n",
            "Get:118 http://archive.ubuntu.com/ubuntu bionic/main amd64 librevenge-0.0-0 amd64 0.0.4-6ubuntu2 [203 kB]\n",
            "Get:119 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxmlsec1 amd64 1.2.25-1build1 [125 kB]\n",
            "Get:120 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxmlsec1-nss amd64 1.2.25-1build1 [60.7 kB]\n",
            "Get:121 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libreoffice-core amd64 1:6.0.7-0ubuntu0.18.04.10 [31.9 MB]\n",
            "Get:122 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libreoffice-java-common all 1:6.0.7-0ubuntu0.18.04.10 [1,864 kB]\n",
            "Get:123 http://archive.ubuntu.com/ubuntu bionic/universe amd64 octave-io amd64 2.4.10-3 [196 kB]\n",
            "Get:124 http://archive.ubuntu.com/ubuntu bionic/universe amd64 octave-statistics all 1.3.0-4 [132 kB]\n",
            "Get:125 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 python3-uno amd64 1:6.0.7-0ubuntu0.18.04.10 [123 kB]\n",
            "Fetched 135 MB in 6s (23.7 MB/s)\n",
            "Extracting templates from packages: 100%\n",
            "Preconfiguring packages ...\n",
            "Selecting previously unselected package libmhash2:amd64.\n",
            "(Reading database ... 153489 files and directories currently installed.)\n",
            "Preparing to unpack .../000-libmhash2_0.9.9.9-7_amd64.deb ...\n",
            "Unpacking libmhash2:amd64 (0.9.9.9-7) ...\n",
            "Selecting previously unselected package libtext-iconv-perl.\n",
            "Preparing to unpack .../001-libtext-iconv-perl_1.7-5build6_amd64.deb ...\n",
            "Unpacking libtext-iconv-perl (1.7-5build6) ...\n",
            "Selecting previously unselected package ant.\n",
            "Preparing to unpack .../002-ant_1.10.5-3~18.04_all.deb ...\n",
            "Unpacking ant (1.10.5-3~18.04) ...\n",
            "Selecting previously unselected package ant-optional.\n",
            "Preparing to unpack .../003-ant-optional_1.10.5-3~18.04_all.deb ...\n",
            "Unpacking ant-optional (1.10.5-3~18.04) ...\n",
            "Selecting previously unselected package emacsen-common.\n",
            "Preparing to unpack .../004-emacsen-common_2.0.8_all.deb ...\n",
            "Unpacking emacsen-common (2.0.8) ...\n",
            "Selecting previously unselected package dictionaries-common.\n",
            "Preparing to unpack .../005-dictionaries-common_1.27.2_all.deb ...\n",
            "Adding 'diversion of /usr/share/dict/words to /usr/share/dict/words.pre-dictionaries-common by dictionaries-common'\n",
            "Unpacking dictionaries-common (1.27.2) ...\n",
            "Selecting previously unselected package fonts-liberation2.\n",
            "Preparing to unpack .../006-fonts-liberation2_2.00.1-7~18.04.2_all.deb ...\n",
            "Unpacking fonts-liberation2 (2.00.1-7~18.04.2) ...\n",
            "Selecting previously unselected package fonts-opensymbol.\n",
            "Preparing to unpack .../007-fonts-opensymbol_2%3a102.10+LibO6.0.7-0ubuntu0.18.04.10_all.deb ...\n",
            "Unpacking fonts-opensymbol (2:102.10+LibO6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package hunspell-en-us.\n",
            "Preparing to unpack .../008-hunspell-en-us_1%3a2017.08.24_all.deb ...\n",
            "Unpacking hunspell-en-us (1:2017.08.24) ...\n",
            "Selecting previously unselected package libactivation-java.\n",
            "Preparing to unpack .../009-libactivation-java_1.2.0-1ubuntu1_all.deb ...\n",
            "Unpacking libactivation-java (1.2.0-1ubuntu1) ...\n",
            "Selecting previously unselected package libapache-pom-java.\n",
            "Preparing to unpack .../010-libapache-pom-java_18-1_all.deb ...\n",
            "Unpacking libapache-pom-java (18-1) ...\n",
            "Selecting previously unselected package libcommons-parent-java.\n",
            "Preparing to unpack .../011-libcommons-parent-java_43-1_all.deb ...\n",
            "Unpacking libcommons-parent-java (43-1) ...\n",
            "Selecting previously unselected package libcommons-codec-java.\n",
            "Preparing to unpack .../012-libcommons-codec-java_1.11-1_all.deb ...\n",
            "Unpacking libcommons-codec-java (1.11-1) ...\n",
            "Selecting previously unselected package libcommons-collections4-java.\n",
            "Preparing to unpack .../013-libcommons-collections4-java_4.2-1~18.04_all.deb ...\n",
            "Unpacking libcommons-collections4-java (4.2-1~18.04) ...\n",
            "Selecting previously unselected package libcommons-compress-java.\n",
            "Preparing to unpack .../014-libcommons-compress-java_1.18-1~18.04_all.deb ...\n",
            "Unpacking libcommons-compress-java (1.18-1~18.04) ...\n",
            "Selecting previously unselected package libcommons-logging-java.\n",
            "Preparing to unpack .../015-libcommons-logging-java_1.2-2_all.deb ...\n",
            "Unpacking libcommons-logging-java (1.2-2) ...\n",
            "Selecting previously unselected package libcommons-math3-java.\n",
            "Preparing to unpack .../016-libcommons-math3-java_3.6.1-3_all.deb ...\n",
            "Unpacking libcommons-math3-java (3.6.1-3) ...\n",
            "Selecting previously unselected package libcurvesapi-java.\n",
            "Preparing to unpack .../017-libcurvesapi-java_1.05-1_all.deb ...\n",
            "Unpacking libcurvesapi-java (1.05-1) ...\n",
            "Selecting previously unselected package libjaxen-java.\n",
            "Preparing to unpack .../018-libjaxen-java_1.1.6-3_all.deb ...\n",
            "Unpacking libjaxen-java (1.1.6-3) ...\n",
            "Selecting previously unselected package libdom4j-java.\n",
            "Preparing to unpack .../019-libdom4j-java_2.1.0-2_all.deb ...\n",
            "Unpacking libdom4j-java (2.1.0-2) ...\n",
            "Selecting previously unselected package libargs4j-java.\n",
            "Preparing to unpack .../020-libargs4j-java_2.33-1_all.deb ...\n",
            "Unpacking libargs4j-java (2.33-1) ...\n",
            "Selecting previously unselected package libcommons-io-java.\n",
            "Preparing to unpack .../021-libcommons-io-java_2.6-2_all.deb ...\n",
            "Unpacking libcommons-io-java (2.6-2) ...\n",
            "Selecting previously unselected package libmaven-shared-utils-java.\n",
            "Preparing to unpack .../022-libmaven-shared-utils-java_3.3.0-1~18.04_all.deb ...\n",
            "Unpacking libmaven-shared-utils-java (3.3.0-1~18.04) ...\n",
            "Selecting previously unselected package libatinject-jsr330-api-java.\n",
            "Preparing to unpack .../023-libatinject-jsr330-api-java_1.0+ds1-5_all.deb ...\n",
            "Unpacking libatinject-jsr330-api-java (1.0+ds1-5) ...\n",
            "Selecting previously unselected package libcommons-cli-java.\n",
            "Preparing to unpack .../024-libcommons-cli-java_1.4-1_all.deb ...\n",
            "Unpacking libcommons-cli-java (1.4-1) ...\n",
            "Selecting previously unselected package libcommons-lang3-java.\n",
            "Preparing to unpack .../025-libcommons-lang3-java_3.8-1~18.04.2_all.deb ...\n",
            "Unpacking libcommons-lang3-java (3.8-1~18.04.2) ...\n",
            "Selecting previously unselected package libgeronimo-annotation-1.3-spec-java.\n",
            "Preparing to unpack .../026-libgeronimo-annotation-1.3-spec-java_1.0-1_all.deb ...\n",
            "Unpacking libgeronimo-annotation-1.3-spec-java (1.0-1) ...\n",
            "Selecting previously unselected package libaopalliance-java.\n",
            "Preparing to unpack .../027-libaopalliance-java_20070526-6_all.deb ...\n",
            "Unpacking libaopalliance-java (20070526-6) ...\n",
            "Selecting previously unselected package libjsr305-java.\n",
            "Preparing to unpack .../028-libjsr305-java_0.1~+svn49-10_all.deb ...\n",
            "Unpacking libjsr305-java (0.1~+svn49-10) ...\n",
            "Selecting previously unselected package libguava-java.\n",
            "Preparing to unpack .../029-libguava-java_19.0-1_all.deb ...\n",
            "Unpacking libguava-java (19.0-1) ...\n",
            "Selecting previously unselected package libguice-java.\n",
            "Preparing to unpack .../030-libguice-java_4.0-4_all.deb ...\n",
            "Unpacking libguice-java (4.0-4) ...\n",
            "Selecting previously unselected package libmaven-parent-java.\n",
            "Preparing to unpack .../031-libmaven-parent-java_31-2~18.04_all.deb ...\n",
            "Unpacking libmaven-parent-java (31-2~18.04) ...\n",
            "Selecting previously unselected package libplexus-utils2-java.\n",
            "Preparing to unpack .../032-libplexus-utils2-java_3.0.24-3_all.deb ...\n",
            "Unpacking libplexus-utils2-java (3.0.24-3) ...\n",
            "Selecting previously unselected package libwagon-provider-api-java.\n",
            "Preparing to unpack .../033-libwagon-provider-api-java_3.0.0-2_all.deb ...\n",
            "Unpacking libwagon-provider-api-java (3.0.0-2) ...\n",
            "Selecting previously unselected package libmaven-resolver-java.\n",
            "Preparing to unpack .../034-libmaven-resolver-java_1.3.1-1~18.04_all.deb ...\n",
            "Unpacking libmaven-resolver-java (1.3.1-1~18.04) ...\n",
            "Selecting previously unselected package libplexus-cipher-java.\n",
            "Preparing to unpack .../035-libplexus-cipher-java_1.7-3_all.deb ...\n",
            "Unpacking libplexus-cipher-java (1.7-3) ...\n",
            "Selecting previously unselected package libplexus-classworlds-java.\n",
            "Preparing to unpack .../036-libplexus-classworlds-java_2.5.2-2_all.deb ...\n",
            "Unpacking libplexus-classworlds-java (2.5.2-2) ...\n",
            "Selecting previously unselected package libplexus-component-annotations-java.\n",
            "Preparing to unpack .../037-libplexus-component-annotations-java_1.7.1-7_all.deb ...\n",
            "Unpacking libplexus-component-annotations-java (1.7.1-7) ...\n",
            "Selecting previously unselected package libplexus-interpolation-java.\n",
            "Preparing to unpack .../038-libplexus-interpolation-java_1.24-1_all.deb ...\n",
            "Unpacking libplexus-interpolation-java (1.24-1) ...\n",
            "Selecting previously unselected package libplexus-sec-dispatcher-java.\n",
            "Preparing to unpack .../039-libplexus-sec-dispatcher-java_1.4-3_all.deb ...\n",
            "Unpacking libplexus-sec-dispatcher-java (1.4-3) ...\n",
            "Selecting previously unselected package libgeronimo-interceptor-3.0-spec-java.\n",
            "Preparing to unpack .../040-libgeronimo-interceptor-3.0-spec-java_1.0.1-4fakesync_all.deb ...\n",
            "Unpacking libgeronimo-interceptor-3.0-spec-java (1.0.1-4fakesync) ...\n",
            "Selecting previously unselected package libcdi-api-java.\n",
            "Preparing to unpack .../041-libcdi-api-java_1.2-2_all.deb ...\n",
            "Unpacking libcdi-api-java (1.2-2) ...\n",
            "Selecting previously unselected package libslf4j-java.\n",
            "Preparing to unpack .../042-libslf4j-java_1.7.25-3_all.deb ...\n",
            "Unpacking libslf4j-java (1.7.25-3) ...\n",
            "Selecting previously unselected package libsisu-inject-java.\n",
            "Preparing to unpack .../043-libsisu-inject-java_0.3.2-2_all.deb ...\n",
            "Unpacking libsisu-inject-java (0.3.2-2) ...\n",
            "Selecting previously unselected package libsisu-plexus-java.\n",
            "Preparing to unpack .../044-libsisu-plexus-java_0.3.3-3_all.deb ...\n",
            "Unpacking libsisu-plexus-java (0.3.3-3) ...\n",
            "Selecting previously unselected package libmaven3-core-java.\n",
            "Preparing to unpack .../045-libmaven3-core-java_3.6.0-1~18.04.1_all.deb ...\n",
            "Unpacking libmaven3-core-java (3.6.0-1~18.04.1) ...\n",
            "Selecting previously unselected package libjaxp1.3-java.\n",
            "Preparing to unpack .../046-libjaxp1.3-java_1.3.05-5_all.deb ...\n",
            "Unpacking libjaxp1.3-java (1.3.05-5) ...\n",
            "Selecting previously unselected package libxml-commons-external-java.\n",
            "Preparing to unpack .../047-libxml-commons-external-java_1.4.01-3_all.deb ...\n",
            "Unpacking libxml-commons-external-java (1.4.01-3) ...\n",
            "Selecting previously unselected package libxml-commons-resolver1.1-java.\n",
            "Preparing to unpack .../048-libxml-commons-resolver1.1-java_1.2-9_all.deb ...\n",
            "Unpacking libxml-commons-resolver1.1-java (1.2-9) ...\n",
            "Selecting previously unselected package libxerces2-java.\n",
            "Preparing to unpack .../049-libxerces2-java_2.11.0-8_all.deb ...\n",
            "Unpacking libxerces2-java (2.11.0-8) ...\n",
            "Selecting previously unselected package libxalan2-java.\n",
            "Preparing to unpack .../050-libxalan2-java_2.7.2-1_all.deb ...\n",
            "Unpacking libxalan2-java (2.7.2-1) ...\n",
            "Selecting previously unselected package libplexus-utils-java.\n",
            "Preparing to unpack .../051-libplexus-utils-java_1%3a1.5.15-5_all.deb ...\n",
            "Unpacking libplexus-utils-java (1:1.5.15-5) ...\n",
            "Selecting previously unselected package libmaven-shared-io-java.\n",
            "Preparing to unpack .../052-libmaven-shared-io-java_3.0.0-3_all.deb ...\n",
            "Unpacking libmaven-shared-io-java (3.0.0-3) ...\n",
            "Selecting previously unselected package libmaven-file-management-java.\n",
            "Preparing to unpack .../053-libmaven-file-management-java_3.0.0-1_all.deb ...\n",
            "Unpacking libmaven-file-management-java (3.0.0-1) ...\n",
            "Selecting previously unselected package libplexus-io-java.\n",
            "Preparing to unpack .../054-libplexus-io-java_3.1.1-1~18.04_all.deb ...\n",
            "Unpacking libplexus-io-java (3.1.1-1~18.04) ...\n",
            "Selecting previously unselected package libsnappy-jni.\n",
            "Preparing to unpack .../055-libsnappy-jni_1.1.4-1_amd64.deb ...\n",
            "Unpacking libsnappy-jni (1.1.4-1) ...\n",
            "Selecting previously unselected package libsnappy-java.\n",
            "Preparing to unpack .../056-libsnappy-java_1.1.4-1_all.deb ...\n",
            "Unpacking libsnappy-java (1.1.4-1) ...\n",
            "Selecting previously unselected package libxz-java.\n",
            "Preparing to unpack .../057-libxz-java_1.8-1_all.deb ...\n",
            "Unpacking libxz-java (1.8-1) ...\n",
            "Selecting previously unselected package libplexus-archiver-java.\n",
            "Preparing to unpack .../058-libplexus-archiver-java_3.5-2_all.deb ...\n",
            "Unpacking libplexus-archiver-java (3.5-2) ...\n",
            "Selecting previously unselected package libsisu-guice-java.\n",
            "Preparing to unpack .../059-libsisu-guice-java_4.2.0-1_all.deb ...\n",
            "Unpacking libsisu-guice-java (4.2.0-1) ...\n",
            "Selecting previously unselected package libsisu-ioc-java.\n",
            "Preparing to unpack .../060-libsisu-ioc-java_2.3.0-11_all.deb ...\n",
            "Unpacking libsisu-ioc-java (2.3.0-11) ...\n",
            "Selecting previously unselected package libhttpcore-java.\n",
            "Preparing to unpack .../061-libhttpcore-java_4.4.9-1_all.deb ...\n",
            "Unpacking libhttpcore-java (4.4.9-1) ...\n",
            "Selecting previously unselected package libhttpclient-java.\n",
            "Preparing to unpack .../062-libhttpclient-java_4.5.5-1_all.deb ...\n",
            "Unpacking libhttpclient-java (4.5.5-1) ...\n",
            "Selecting previously unselected package libjsoup-java.\n",
            "Preparing to unpack .../063-libjsoup-java_1.10.2-2_all.deb ...\n",
            "Unpacking libjsoup-java (1.10.2-2) ...\n",
            "Selecting previously unselected package libwagon-http-java.\n",
            "Preparing to unpack .../064-libwagon-http-java_3.0.0-2_all.deb ...\n",
            "Unpacking libwagon-http-java (3.0.0-2) ...\n",
            "Selecting previously unselected package libistack-commons-java.\n",
            "Preparing to unpack .../065-libistack-commons-java_3.0.6-3~18.04_all.deb ...\n",
            "Unpacking libistack-commons-java (3.0.6-3~18.04) ...\n",
            "Selecting previously unselected package libcodemodel-java.\n",
            "Preparing to unpack .../066-libcodemodel-java_2.6+jaxb2.3.0.1-7~18.04_all.deb ...\n",
            "Unpacking libcodemodel-java (2.6+jaxb2.3.0.1-7~18.04) ...\n",
            "Selecting previously unselected package librelaxng-datatype-java.\n",
            "Preparing to unpack .../067-librelaxng-datatype-java_1.0+ds1-3_all.deb ...\n",
            "Unpacking librelaxng-datatype-java (1.0+ds1-3) ...\n",
            "Selecting previously unselected package librngom-java.\n",
            "Preparing to unpack .../068-librngom-java_2.3.0.1-7~18.04_all.deb ...\n",
            "Unpacking librngom-java (2.3.0.1-7~18.04) ...\n",
            "Selecting previously unselected package libxsom-java.\n",
            "Preparing to unpack .../069-libxsom-java_2.3.0.1-7~18.04_all.deb ...\n",
            "Unpacking libxsom-java (2.3.0.1-7~18.04) ...\n",
            "Selecting previously unselected package libtxw2-java.\n",
            "Preparing to unpack .../070-libtxw2-java_2.3.0.1-7~18.04_all.deb ...\n",
            "Unpacking libtxw2-java (2.3.0.1-7~18.04) ...\n",
            "Selecting previously unselected package libdtd-parser-java.\n",
            "Preparing to unpack .../071-libdtd-parser-java_1.2~svn20110404-1_all.deb ...\n",
            "Unpacking libdtd-parser-java (1.2~svn20110404-1) ...\n",
            "Selecting previously unselected package libjaxb-api-java.\n",
            "Preparing to unpack .../072-libjaxb-api-java_2.3.1-1~18.04_all.deb ...\n",
            "Unpacking libjaxb-api-java (2.3.1-1~18.04) ...\n",
            "Selecting previously unselected package libstax-ex-java.\n",
            "Preparing to unpack .../073-libstax-ex-java_1.7.8-3~18.04.1_all.deb ...\n",
            "Unpacking libstax-ex-java (1.7.8-3~18.04.1) ...\n",
            "Selecting previously unselected package libstreambuffer-java.\n",
            "Preparing to unpack .../074-libstreambuffer-java_1.5.4-1_all.deb ...\n",
            "Unpacking libstreambuffer-java (1.5.4-1) ...\n",
            "Selecting previously unselected package libfastinfoset-java.\n",
            "Preparing to unpack .../075-libfastinfoset-java_1.2.12-3_all.deb ...\n",
            "Unpacking libfastinfoset-java (1.2.12-3) ...\n",
            "Selecting previously unselected package libjaxb-java.\n",
            "Preparing to unpack .../076-libjaxb-java_2.3.0.1-7~18.04_all.deb ...\n",
            "Unpacking libjaxb-java (2.3.0.1-7~18.04) ...\n",
            "Selecting previously unselected package liblog4j1.2-java.\n",
            "Preparing to unpack .../077-liblog4j1.2-java_1.2.17-8+deb10u1build0.18.04.1_all.deb ...\n",
            "Unpacking liblog4j1.2-java (1.2.17-8+deb10u1build0.18.04.1) ...\n",
            "Selecting previously unselected package libicu4j-java.\n",
            "Preparing to unpack .../078-libicu4j-java_60.2-1_all.deb ...\n",
            "Unpacking libicu4j-java (60.2-1) ...\n",
            "Selecting previously unselected package libintellij-annotations-java.\n",
            "Preparing to unpack .../079-libintellij-annotations-java_12.0-1_all.deb ...\n",
            "Unpacking libintellij-annotations-java (12.0-1) ...\n",
            "Selecting previously unselected package libjdom1-java.\n",
            "Preparing to unpack .../080-libjdom1-java_1.1.3-2~18.04_all.deb ...\n",
            "Unpacking libjdom1-java (1.1.3-2~18.04) ...\n",
            "Selecting previously unselected package libxom-java.\n",
            "Preparing to unpack .../081-libxom-java_1.2.10-1_all.deb ...\n",
            "Unpacking libxom-java (1.2.10-1) ...\n",
            "Selecting previously unselected package libsaxonhe-java.\n",
            "Preparing to unpack .../082-libsaxonhe-java_9.8.0.8+dfsg+1-2_all.deb ...\n",
            "Unpacking libsaxonhe-java (9.8.0.8+dfsg+1-2) ...\n",
            "Selecting previously unselected package libxmlbeans-java.\n",
            "Preparing to unpack .../083-libxmlbeans-java_3.0.2-1~18.04_all.deb ...\n",
            "Unpacking libxmlbeans-java (3.0.2-1~18.04) ...\n",
            "Selecting previously unselected package libapache-poi-java.\n",
            "Preparing to unpack .../084-libapache-poi-java_4.0.1-1~18.03_all.deb ...\n",
            "Unpacking libapache-poi-java (4.0.1-1~18.03) ...\n",
            "Selecting previously unselected package libasm-java.\n",
            "Preparing to unpack .../085-libasm-java_7.0-1~18.04_all.deb ...\n",
            "Unpacking libasm-java (7.0-1~18.04) ...\n",
            "Selecting previously unselected package libcglib-java.\n",
            "Preparing to unpack .../086-libcglib-java_3.2.6-2_all.deb ...\n",
            "Unpacking libcglib-java (3.2.6-2) ...\n",
            "Selecting previously unselected package libclucene-core1v5:amd64.\n",
            "Preparing to unpack .../087-libclucene-core1v5_2.3.3.4+dfsg-1_amd64.deb ...\n",
            "Unpacking libclucene-core1v5:amd64 (2.3.3.4+dfsg-1) ...\n",
            "Selecting previously unselected package libclucene-contribs1v5:amd64.\n",
            "Preparing to unpack .../088-libclucene-contribs1v5_2.3.3.4+dfsg-1_amd64.deb ...\n",
            "Unpacking libclucene-contribs1v5:amd64 (2.3.3.4+dfsg-1) ...\n",
            "Selecting previously unselected package libcmis-0.5-5v5.\n",
            "Preparing to unpack .../089-libcmis-0.5-5v5_0.5.1+git20160603-3build2_amd64.deb ...\n",
            "Unpacking libcmis-0.5-5v5 (0.5.1+git20160603-3build2) ...\n",
            "Selecting previously unselected package libdbus-glib-1-2:amd64.\n",
            "Preparing to unpack .../090-libdbus-glib-1-2_0.110-2_amd64.deb ...\n",
            "Unpacking libdbus-glib-1-2:amd64 (0.110-2) ...\n",
            "Selecting previously unselected package libeot0:amd64.\n",
            "Preparing to unpack .../091-libeot0_0.01-5_amd64.deb ...\n",
            "Unpacking libeot0:amd64 (0.01-5) ...\n",
            "Selecting previously unselected package libexttextcat-data.\n",
            "Preparing to unpack .../092-libexttextcat-data_3.4.5-1_all.deb ...\n",
            "Unpacking libexttextcat-data (3.4.5-1) ...\n",
            "Selecting previously unselected package libexttextcat-2.0-0:amd64.\n",
            "Preparing to unpack .../093-libexttextcat-2.0-0_3.4.5-1_amd64.deb ...\n",
            "Unpacking libexttextcat-2.0-0:amd64 (3.4.5-1) ...\n",
            "Selecting previously unselected package libgpgme11:amd64.\n",
            "Preparing to unpack .../094-libgpgme11_1.10.0-1ubuntu2_amd64.deb ...\n",
            "Unpacking libgpgme11:amd64 (1.10.0-1ubuntu2) ...\n",
            "Selecting previously unselected package libgpgmepp6:amd64.\n",
            "Preparing to unpack .../095-libgpgmepp6_1.10.0-1ubuntu2_amd64.deb ...\n",
            "Unpacking libgpgmepp6:amd64 (1.10.0-1ubuntu2) ...\n",
            "Selecting previously unselected package libhawtjni-runtime-java.\n",
            "Preparing to unpack .../096-libhawtjni-runtime-java_1.15-2_all.deb ...\n",
            "Unpacking libhawtjni-runtime-java (1.15-2) ...\n",
            "Selecting previously unselected package libhunspell-1.6-0:amd64.\n",
            "Preparing to unpack .../097-libhunspell-1.6-0_1.6.2-1_amd64.deb ...\n",
            "Unpacking libhunspell-1.6-0:amd64 (1.6.2-1) ...\n",
            "Selecting previously unselected package libhyphen0:amd64.\n",
            "Preparing to unpack .../098-libhyphen0_2.8.8-5_amd64.deb ...\n",
            "Unpacking libhyphen0:amd64 (2.8.8-5) ...\n",
            "Selecting previously unselected package libjansi-native-java.\n",
            "Preparing to unpack .../099-libjansi-native-java_1.7-1_all.deb ...\n",
            "Unpacking libjansi-native-java (1.7-1) ...\n",
            "Selecting previously unselected package libjansi-java.\n",
            "Preparing to unpack .../100-libjansi-java_1.16-1_all.deb ...\n",
            "Unpacking libjansi-java (1.16-1) ...\n",
            "Selecting previously unselected package libjexcelapi-java.\n",
            "Preparing to unpack .../101-libjexcelapi-java_2.6.12-3_all.deb ...\n",
            "Unpacking libjexcelapi-java (2.6.12-3) ...\n",
            "Selecting previously unselected package libjopendocument-java.\n",
            "Preparing to unpack .../102-libjopendocument-java_1.3repack-1_all.deb ...\n",
            "Unpacking libjopendocument-java (1.3repack-1) ...\n",
            "Selecting previously unselected package liblangtag-common.\n",
            "Preparing to unpack .../103-liblangtag-common_0.6.2-1_all.deb ...\n",
            "Unpacking liblangtag-common (0.6.2-1) ...\n",
            "Selecting previously unselected package liblangtag1:amd64.\n",
            "Preparing to unpack .../104-liblangtag1_0.6.2-1_amd64.deb ...\n",
            "Unpacking liblangtag1:amd64 (0.6.2-1) ...\n",
            "Selecting previously unselected package libmythes-1.2-0:amd64.\n",
            "Preparing to unpack .../105-libmythes-1.2-0_2%3a1.2.4-3_amd64.deb ...\n",
            "Unpacking libmythes-1.2-0:amd64 (2:1.2.4-3) ...\n",
            "Selecting previously unselected package libneon27-gnutls:amd64.\n",
            "Preparing to unpack .../106-libneon27-gnutls_0.30.2-3~ubuntu18.04.1_amd64.deb ...\n",
            "Unpacking libneon27-gnutls:amd64 (0.30.2-3~ubuntu18.04.1) ...\n",
            "Selecting previously unselected package liborcus-0.13-0:amd64.\n",
            "Preparing to unpack .../107-liborcus-0.13-0_0.13.4-2_amd64.deb ...\n",
            "Unpacking liborcus-0.13-0:amd64 (0.13.4-2) ...\n",
            "Selecting previously unselected package libyajl2:amd64.\n",
            "Preparing to unpack .../108-libyajl2_2.1.0-2build1_amd64.deb ...\n",
            "Unpacking libyajl2:amd64 (2.1.0-2build1) ...\n",
            "Selecting previously unselected package libraptor2-0:amd64.\n",
            "Preparing to unpack .../109-libraptor2-0_2.0.14-1ubuntu0.18.04.1_amd64.deb ...\n",
            "Unpacking libraptor2-0:amd64 (2.0.14-1ubuntu0.18.04.1) ...\n",
            "Selecting previously unselected package librasqal3:amd64.\n",
            "Preparing to unpack .../110-librasqal3_0.9.32-1build1_amd64.deb ...\n",
            "Unpacking librasqal3:amd64 (0.9.32-1build1) ...\n",
            "Selecting previously unselected package librdf0:amd64.\n",
            "Preparing to unpack .../111-librdf0_1.0.17-1.1_amd64.deb ...\n",
            "Unpacking librdf0:amd64 (1.0.17-1.1) ...\n",
            "Selecting previously unselected package libreoffice-style-galaxy.\n",
            "Preparing to unpack .../112-libreoffice-style-galaxy_1%3a6.0.7-0ubuntu0.18.04.10_all.deb ...\n",
            "Unpacking libreoffice-style-galaxy (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package libreoffice-style-tango.\n",
            "Preparing to unpack .../113-libreoffice-style-tango_1%3a6.0.7-0ubuntu0.18.04.10_all.deb ...\n",
            "Unpacking libreoffice-style-tango (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package uno-libs3.\n",
            "Preparing to unpack .../114-uno-libs3_6.0.7-0ubuntu0.18.04.10_amd64.deb ...\n",
            "Unpacking uno-libs3 (6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package ure.\n",
            "Preparing to unpack .../115-ure_6.0.7-0ubuntu0.18.04.10_amd64.deb ...\n",
            "Unpacking ure (6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package libreoffice-common.\n",
            "Preparing to unpack .../116-libreoffice-common_1%3a6.0.7-0ubuntu0.18.04.10_all.deb ...\n",
            "Unpacking libreoffice-common (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package librevenge-0.0-0:amd64.\n",
            "Preparing to unpack .../117-librevenge-0.0-0_0.0.4-6ubuntu2_amd64.deb ...\n",
            "Unpacking librevenge-0.0-0:amd64 (0.0.4-6ubuntu2) ...\n",
            "Selecting previously unselected package libxmlsec1:amd64.\n",
            "Preparing to unpack .../118-libxmlsec1_1.2.25-1build1_amd64.deb ...\n",
            "Unpacking libxmlsec1:amd64 (1.2.25-1build1) ...\n",
            "Selecting previously unselected package libxmlsec1-nss:amd64.\n",
            "Preparing to unpack .../119-libxmlsec1-nss_1.2.25-1build1_amd64.deb ...\n",
            "Unpacking libxmlsec1-nss:amd64 (1.2.25-1build1) ...\n",
            "Selecting previously unselected package libreoffice-core.\n",
            "Preparing to unpack .../120-libreoffice-core_1%3a6.0.7-0ubuntu0.18.04.10_amd64.deb ...\n",
            "Unpacking libreoffice-core (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package libreoffice-java-common.\n",
            "Preparing to unpack .../121-libreoffice-java-common_1%3a6.0.7-0ubuntu0.18.04.10_all.deb ...\n",
            "Unpacking libreoffice-java-common (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Selecting previously unselected package octave-io.\n",
            "Preparing to unpack .../122-octave-io_2.4.10-3_amd64.deb ...\n",
            "Unpacking octave-io (2.4.10-3) ...\n",
            "Selecting previously unselected package octave-statistics.\n",
            "Preparing to unpack .../123-octave-statistics_1.3.0-4_all.deb ...\n",
            "Unpacking octave-statistics (1.3.0-4) ...\n",
            "Selecting previously unselected package python3-uno.\n",
            "Preparing to unpack .../124-python3-uno_1%3a6.0.7-0ubuntu0.18.04.10_amd64.deb ...\n",
            "Unpacking python3-uno (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libslf4j-java (1.7.25-3) ...\n",
            "Setting up libplexus-classworlds-java (2.5.2-2) ...\n",
            "Setting up libargs4j-java (2.33-1) ...\n",
            "Setting up libjaxp1.3-java (1.3.05-5) ...\n",
            "Setting up libcmis-0.5-5v5 (0.5.1+git20160603-3build2) ...\n",
            "Setting up libhawtjni-runtime-java (1.15-2) ...\n",
            "Setting up libhttpcore-java (4.4.9-1) ...\n",
            "Setting up libhunspell-1.6-0:amd64 (1.6.2-1) ...\n",
            "Setting up libjsoup-java (1.10.2-2) ...\n",
            "Setting up libdbus-glib-1-2:amd64 (0.110-2) ...\n",
            "Setting up libplexus-cipher-java (1.7-3) ...\n",
            "Setting up libsnappy-jni (1.1.4-1) ...\n",
            "Setting up libicu4j-java (60.2-1) ...\n",
            "Setting up libxml-commons-external-java (1.4.01-3) ...\n",
            "Setting up libdtd-parser-java (1.2~svn20110404-1) ...\n",
            "Setting up emacsen-common (2.0.8) ...\n",
            "Setting up fonts-liberation2 (2.00.1-7~18.04.2) ...\n",
            "Setting up libplexus-interpolation-java (1.24-1) ...\n",
            "Setting up libactivation-java (1.2.0-1ubuntu1) ...\n",
            "Setting up octave-io (2.4.10-3) ...\n",
            "Setting up libcommons-math3-java (3.6.1-3) ...\n",
            "Setting up libplexus-component-annotations-java (1.7.1-7) ...\n",
            "Setting up libclucene-core1v5:amd64 (2.3.3.4+dfsg-1) ...\n",
            "Setting up librevenge-0.0-0:amd64 (0.0.4-6ubuntu2) ...\n",
            "Setting up libmhash2:amd64 (0.9.9.9-7) ...\n",
            "Setting up libplexus-utils2-java (3.0.24-3) ...\n",
            "Setting up libneon27-gnutls:amd64 (0.30.2-3~ubuntu18.04.1) ...\n",
            "Setting up libwagon-provider-api-java (3.0.0-2) ...\n",
            "Setting up libgpgme11:amd64 (1.10.0-1ubuntu2) ...\n",
            "Setting up libjsr305-java (0.1~+svn49-10) ...\n",
            "Setting up libxmlsec1:amd64 (1.2.25-1build1) ...\n",
            "Setting up liblog4j1.2-java (1.2.17-8+deb10u1build0.18.04.1) ...\n",
            "Setting up libclucene-contribs1v5:amd64 (2.3.3.4+dfsg-1) ...\n",
            "Setting up libxml-commons-resolver1.1-java (1.2-9) ...\n",
            "Setting up libyajl2:amd64 (2.1.0-2build1) ...\n",
            "Setting up libhyphen0:amd64 (2.8.8-5) ...\n",
            "Setting up libxz-java (1.8-1) ...\n",
            "Setting up libgeronimo-interceptor-3.0-spec-java (1.0.1-4fakesync) ...\n",
            "Setting up libmaven-resolver-java (1.3.1-1~18.04) ...\n",
            "Setting up ant (1.10.5-3~18.04) ...\n",
            "Setting up libeot0:amd64 (0.01-5) ...\n",
            "Setting up libexttextcat-data (3.4.5-1) ...\n",
            "Setting up libtext-iconv-perl (1.7-5build6) ...\n",
            "Setting up libjaxen-java (1.1.6-3) ...\n",
            "Setting up libsnappy-java (1.1.4-1) ...\n",
            "Setting up libjansi-native-java (1.7-1) ...\n",
            "Setting up libmythes-1.2-0:amd64 (2:1.2.4-3) ...\n",
            "Setting up libapache-pom-java (18-1) ...\n",
            "Setting up libintellij-annotations-java (12.0-1) ...\n",
            "Setting up libasm-java (7.0-1~18.04) ...\n",
            "Setting up octave-statistics (1.3.0-4) ...\n",
            "Setting up liblangtag-common (0.6.2-1) ...\n",
            "Setting up libatinject-jsr330-api-java (1.0+ds1-5) ...\n",
            "Setting up libmaven-parent-java (31-2~18.04) ...\n",
            "Setting up libcurvesapi-java (1.05-1) ...\n",
            "Setting up fonts-opensymbol (2:102.10+LibO6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libjexcelapi-java (2.6.12-3) ...\n",
            "Setting up uno-libs3 (6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libjopendocument-java (1.3repack-1) ...\n",
            "Setting up libaopalliance-java (20070526-6) ...\n",
            "Setting up liborcus-0.13-0:amd64 (0.13.4-2) ...\n",
            "Setting up libxmlsec1-nss:amd64 (1.2.25-1build1) ...\n",
            "Setting up libgeronimo-annotation-1.3-spec-java (1.0-1) ...\n",
            "Setting up libgpgmepp6:amd64 (1.10.0-1ubuntu2) ...\n",
            "Setting up librelaxng-datatype-java (1.0+ds1-3) ...\n",
            "Setting up libcommons-cli-java (1.4-1) ...\n",
            "Setting up libplexus-sec-dispatcher-java (1.4-3) ...\n",
            "Setting up libdom4j-java (2.1.0-2) ...\n",
            "Setting up libraptor2-0:amd64 (2.0.14-1ubuntu0.18.04.1) ...\n",
            "Setting up liblangtag1:amd64 (0.6.2-1) ...\n",
            "Setting up libcglib-java (3.2.6-2) ...\n",
            "Setting up dictionaries-common (1.27.2) ...\n",
            "Setting up libexttextcat-2.0-0:amd64 (3.4.5-1) ...\n",
            "Setting up libjansi-java (1.16-1) ...\n",
            "Setting up ant-optional (1.10.5-3~18.04) ...\n",
            "Setting up libjaxb-api-java (2.3.1-1~18.04) ...\n",
            "Setting up libxsom-java (2.3.0.1-7~18.04) ...\n",
            "Setting up libstax-ex-java (1.7.8-3~18.04.1) ...\n",
            "Setting up libguava-java (19.0-1) ...\n",
            "Setting up libcommons-parent-java (43-1) ...\n",
            "Setting up libxerces2-java (2.11.0-8) ...\n",
            "Setting up libcdi-api-java (1.2-2) ...\n",
            "Setting up libxalan2-java (2.7.2-1) ...\n",
            "Setting up libxom-java (1.2.10-1) ...\n",
            "Setting up libplexus-utils-java (1:1.5.15-5) ...\n",
            "Setting up librasqal3:amd64 (0.9.32-1build1) ...\n",
            "Setting up libjdom1-java (1.1.3-2~18.04) ...\n",
            "Setting up libcommons-compress-java (1.18-1~18.04) ...\n",
            "Setting up libcommons-lang3-java (3.8-1~18.04.2) ...\n",
            "Setting up librngom-java (2.3.0.1-7~18.04) ...\n",
            "Setting up libstreambuffer-java (1.5.4-1) ...\n",
            "Setting up libsisu-guice-java (4.2.0-1) ...\n",
            "Setting up librdf0:amd64 (1.0.17-1.1) ...\n",
            "Setting up libcommons-codec-java (1.11-1) ...\n",
            "Setting up libsisu-ioc-java (2.3.0-11) ...\n",
            "Setting up ure (6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up hunspell-en-us (1:2017.08.24) ...\n",
            "Setting up libcommons-io-java (2.6-2) ...\n",
            "Setting up libguice-java (4.0-4) ...\n",
            "Setting up libcommons-logging-java (1.2-2) ...\n",
            "Setting up libcommons-collections4-java (4.2-1~18.04) ...\n",
            "Setting up libmaven-shared-utils-java (3.3.0-1~18.04) ...\n",
            "Setting up libfastinfoset-java (1.2.12-3) ...\n",
            "Setting up libsaxonhe-java (9.8.0.8+dfsg+1-2) ...\n",
            "Setting up libxmlbeans-java (3.0.2-1~18.04) ...\n",
            "Setting up libsisu-inject-java (0.3.2-2) ...\n",
            "Setting up libhttpclient-java (4.5.5-1) ...\n",
            "Setting up libplexus-io-java (3.1.1-1~18.04) ...\n",
            "Setting up libsisu-plexus-java (0.3.3-3) ...\n",
            "Setting up libwagon-http-java (3.0.0-2) ...\n",
            "Setting up libplexus-archiver-java (3.5-2) ...\n",
            "Setting up libmaven3-core-java (3.6.0-1~18.04.1) ...\n",
            "Setting up libmaven-shared-io-java (3.0.0-3) ...\n",
            "Setting up libmaven-file-management-java (3.0.0-1) ...\n",
            "Setting up libreoffice-style-tango (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libistack-commons-java (3.0.6-3~18.04) ...\n",
            "Setting up libcodemodel-java (2.6+jaxb2.3.0.1-7~18.04) ...\n",
            "Setting up libreoffice-common (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libreoffice-core (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libtxw2-java (2.3.0.1-7~18.04) ...\n",
            "Setting up python3-uno (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libreoffice-style-galaxy (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libreoffice-java-common (1:6.0.7-0ubuntu0.18.04.10) ...\n",
            "Setting up libjaxb-java (2.3.0.1-7~18.04) ...\n",
            "Setting up libapache-poi-java (4.0.1-1~18.03) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.2) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.6/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Processing triggers for shared-mime-info (1.9-2) ...\n",
            "Processing triggers for hicolor-icon-theme (0.17-2) ...\n",
            "Processing triggers for fontconfig (2.12.6-0ubuntu2) ...\n",
            "Processing triggers for octave (4.2.2-1ubuntu1) ...\n",
            "Processing triggers for mime-support (3.60ubuntu1) ...\n",
            "Processing triggers for dictionaries-common (1.27.2) ...\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "W_qBCkYnIIEw",
        "outputId": "cab8cde7-c5a6-4b4d-8291-abea6feb4581"
      },
      "source": [
        "!octave\n",
        "\n",
        "# type below line in the octave prompt to load the package:\n",
        "\n",
        "# pkg load statistics\n",
        "\n",
        "#update packages using below code\n",
        "\n",
        "# pkg update\n",
        "\n",
        "#reload the statistics package\n",
        "\n",
        "# pkg load statistics\n",
        "\n",
        "# To see a list of installed packages you can type\n",
        "\n",
        "#pkg list\n",
        "\n",
        "# Then type below code in the octave prompt:\n",
        "\n",
        "# run(\"./extract_all_fixations.m\")\n",
        "\n",
        "#After execution of the code was over, close the prompt by stopping the execution of the cell\n",
        "#To stop execution click twice on the square icon on the top left corner of the cell"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "Loading DATA/CNG istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14626/15045\n",
            "Loading DATA/ajs istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14627/15045\n",
            "Loading DATA/emb istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14628/15045\n",
            "Loading DATA/ems istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14629/15045\n",
            "Loading DATA/ff istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14630/15045\n",
            "Loading DATA/hp istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14631/15045\n",
            "Loading DATA/jcw istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14632/15045\n",
            "Loading DATA/jw istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14633/15045\n",
            "Loading DATA/kae istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14634/15045\n",
            "Loading DATA/krl istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14635/15045\n",
            "Loading DATA/po istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14636/15045\n",
            "Loading DATA/tmj istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14637/15045\n",
            "Loading DATA/tu istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14638/15045\n",
            "Loading DATA/ya istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14639/15045\n",
            "Loading DATA/zb istatic_outdoor_street_city_cambridge_uk_IMG_8702.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14640/15045\n",
            "Loading DATA/CNG istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14641/15045\n",
            "Loading DATA/ajs istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14642/15045\n",
            "Loading DATA/emb istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14643/15045\n",
            "Loading DATA/ems istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14644/15045\n",
            "Loading DATA/ff istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14645/15045\n",
            "Loading DATA/hp istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14646/15045\n",
            "Loading DATA/jcw istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14647/15045\n",
            "Loading DATA/jw istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14648/15045\n",
            "Loading DATA/kae istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14649/15045\n",
            "Loading DATA/krl istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14650/15045\n",
            "Loading DATA/po istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14651/15045\n",
            "Loading DATA/tmj istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14652/15045\n",
            "Loading DATA/tu istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14653/15045\n",
            "Loading DATA/ya istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14654/15045\n",
            "Loading DATA/zb istatic_outdoor_street_city_cambridge_uk_IMG_8778.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14655/15045\n",
            "Loading DATA/CNG istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14656/15045\n",
            "Loading DATA/ajs istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14657/15045\n",
            "Loading DATA/emb istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14658/15045\n",
            "Loading DATA/ems istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14659/15045\n",
            "Loading DATA/ff istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14660/15045\n",
            "Loading DATA/hp istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14661/15045\n",
            "Loading DATA/jcw istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14662/15045\n",
            "Loading DATA/jw istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14663/15045\n",
            "Loading DATA/kae istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14664/15045\n",
            "Loading DATA/krl istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14665/15045\n",
            "Loading DATA/po istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14666/15045\n",
            "Loading DATA/tmj istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14667/15045\n",
            "Loading DATA/tu istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14668/15045\n",
            "Loading DATA/ya istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14669/15045\n",
            "Loading DATA/zb istatic_outdoor_street_city_cambridge_uk_IMG_8893.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14670/15045\n",
            "Loading DATA/CNG istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14671/15045\n",
            "Loading DATA/ajs istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14672/15045\n",
            "Loading DATA/emb istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14673/15045\n",
            "Loading DATA/ems istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14674/15045\n",
            "Loading DATA/ff istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14675/15045\n",
            "Loading DATA/hp istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14676/15045\n",
            "Loading DATA/jcw istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14677/15045\n",
            "Loading DATA/jw istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14678/15045\n",
            "Loading DATA/kae istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14679/15045\n",
            "Loading DATA/krl istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14680/15045\n",
            "Loading DATA/po istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14681/15045\n",
            "Loading DATA/tmj istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14682/15045\n",
            "Loading DATA/tu istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14683/15045\n",
            "Loading DATA/ya istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14684/15045\n",
            "Loading DATA/zb istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4162.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14685/15045\n",
            "Loading DATA/CNG istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14686/15045\n",
            "Loading DATA/ajs istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14687/15045\n",
            "Loading DATA/emb istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14688/15045\n",
            "Loading DATA/ems istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14689/15045\n",
            "Loading DATA/ff istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14690/15045\n",
            "Loading DATA/hp istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14691/15045\n",
            "Loading DATA/jcw istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14692/15045\n",
            "Loading DATA/jw istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14693/15045\n",
            "Loading DATA/kae istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14694/15045\n",
            "Loading DATA/krl istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14695/15045\n",
            "Loading DATA/po istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14696/15045\n",
            "Loading DATA/tmj istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14697/15045\n",
            "Loading DATA/tu istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14698/15045\n",
            "Loading DATA/ya istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14699/15045\n",
            "Loading DATA/zb istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4206.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14700/15045\n",
            "Loading DATA/CNG istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14701/15045\n",
            "Loading DATA/ajs istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14702/15045\n",
            "Loading DATA/emb istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14703/15045\n",
            "Loading DATA/ems istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14704/15045\n",
            "Loading DATA/ff istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14705/15045\n",
            "Loading DATA/hp istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14706/15045\n",
            "Loading DATA/jcw istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14707/15045\n",
            "Loading DATA/jw istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14708/15045\n",
            "Loading DATA/kae istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14709/15045\n",
            "Loading DATA/krl istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14710/15045\n",
            "Loading DATA/po istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14711/15045\n",
            "Loading DATA/tmj istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14712/15045\n",
            "Loading DATA/tu istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14713/15045\n",
            "Loading DATA/ya istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14714/15045\n",
            "Loading DATA/zb istatic_outdoor_street_village_puigpunyent_mallorca_spain_IMG_4220.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14715/15045\n",
            "Loading DATA/CNG istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14716/15045\n",
            "Loading DATA/ajs istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14717/15045\n",
            "Loading DATA/emb istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14718/15045\n",
            "Loading DATA/ems istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14719/15045\n",
            "Loading DATA/ff istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14720/15045\n",
            "Loading DATA/hp istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14721/15045\n",
            "Loading DATA/jcw istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14722/15045\n",
            "Loading DATA/jw istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14723/15045\n",
            "Loading DATA/kae istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14724/15045\n",
            "Loading DATA/krl istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14725/15045\n",
            "Loading DATA/po istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14726/15045\n",
            "Loading DATA/tmj istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14727/15045\n",
            "Loading DATA/tu istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14728/15045\n",
            "Loading DATA/ya istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14729/15045\n",
            "Loading DATA/zb istatic_outdoor_urban_city_london_uk_IMG_8638.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14730/15045\n",
            "Loading DATA/CNG istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14731/15045\n",
            "Loading DATA/ajs istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14732/15045\n",
            "Loading DATA/emb istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14733/15045\n",
            "Loading DATA/ems istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14734/15045\n",
            "Loading DATA/ff istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14735/15045\n",
            "Loading DATA/hp istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14736/15045\n",
            "Loading DATA/jcw istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14737/15045\n",
            "Loading DATA/jw istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14738/15045\n",
            "Loading DATA/kae istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14739/15045\n",
            "Loading DATA/krl istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14740/15045\n",
            "Loading DATA/po istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14741/15045\n",
            "Loading DATA/tmj istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14742/15045\n",
            "Loading DATA/tu istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14743/15045\n",
            "Loading DATA/ya istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14744/15045\n",
            "Loading DATA/zb istatic_outdoor_urban_city_street_coruna_spain_IMG_7851.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14745/15045\n",
            "Loading DATA/CNG istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14746/15045\n",
            "Loading DATA/ajs istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14747/15045\n",
            "Loading DATA/emb istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14748/15045\n",
            "Loading DATA/ems istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14749/15045\n",
            "Loading DATA/ff istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14750/15045\n",
            "Loading DATA/hp istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14751/15045\n",
            "Loading DATA/jcw istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14752/15045\n",
            "Loading DATA/jw istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14753/15045\n",
            "Loading DATA/kae istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14754/15045\n",
            "Loading DATA/krl istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14755/15045\n",
            "Loading DATA/po istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14756/15045\n",
            "Loading DATA/tmj istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14757/15045\n",
            "Loading DATA/tu istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14758/15045\n",
            "Loading DATA/ya istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14759/15045\n",
            "Loading DATA/zb istatic_outdoor_urban_city_street_coruna_spain_IMG_7853.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14760/15045\n",
            "Loading DATA/CNG istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14761/15045\n",
            "Loading DATA/ajs istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14762/15045\n",
            "Loading DATA/emb istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14763/15045\n",
            "Loading DATA/ems istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14764/15045\n",
            "Loading DATA/ff istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14765/15045\n",
            "Loading DATA/hp istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14766/15045\n",
            "Loading DATA/jcw istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14767/15045\n",
            "Loading DATA/jw istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14768/15045\n",
            "Loading DATA/kae istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14769/15045\n",
            "Loading DATA/krl istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14770/15045\n",
            "Loading DATA/po istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14771/15045\n",
            "Loading DATA/tmj istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14772/15045\n",
            "Loading DATA/tu istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14773/15045\n",
            "Loading DATA/ya istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14774/15045\n",
            "Loading DATA/zb istatic_outdoor_urban_city_street_coruna_spain_IMG_7859.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14775/15045\n",
            "Loading DATA/CNG istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14776/15045\n",
            "Loading DATA/ajs istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14777/15045\n",
            "Loading DATA/emb istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14778/15045\n",
            "Loading DATA/ems istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14779/15045\n",
            "Loading DATA/ff istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14780/15045\n",
            "Loading DATA/hp istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14781/15045\n",
            "Loading DATA/jcw istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14782/15045\n",
            "Loading DATA/jw istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14783/15045\n",
            "Loading DATA/kae istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14784/15045\n",
            "Loading DATA/krl istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14785/15045\n",
            "Loading DATA/po istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14786/15045\n",
            "Loading DATA/tmj istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14787/15045\n",
            "Loading DATA/tu istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14788/15045\n",
            "Loading DATA/ya istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14789/15045\n",
            "Loading DATA/zb istatic_outdoor_urban_city_street_coruna_spain_IMG_7863.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14790/15045\n",
            "Loading DATA/CNG istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14791/15045\n",
            "Loading DATA/ajs istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14792/15045\n",
            "Loading DATA/emb istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14793/15045\n",
            "Loading DATA/ems istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14794/15045\n",
            "Loading DATA/ff istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14795/15045\n",
            "Loading DATA/hp istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14796/15045\n",
            "Loading DATA/jcw istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14797/15045\n",
            "Loading DATA/jw istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14798/15045\n",
            "Loading DATA/kae istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14799/15045\n",
            "Loading DATA/krl istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14800/15045\n",
            "Loading DATA/po istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14801/15045\n",
            "Loading DATA/tmj istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14802/15045\n",
            "Loading DATA/tu istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14803/15045\n",
            "Loading DATA/ya istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14804/15045\n",
            "Loading DATA/zb istatic_outdoor_urban_city_street_coruna_spain_IMG_8008.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14805/15045\n",
            "Loading DATA/CNG istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14806/15045\n",
            "Loading DATA/ajs istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14807/15045\n",
            "Loading DATA/emb istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14808/15045\n",
            "Loading DATA/ems istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14809/15045\n",
            "Loading DATA/ff istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14810/15045\n",
            "Loading DATA/hp istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14811/15045\n",
            "Loading DATA/jcw istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14812/15045\n",
            "Loading DATA/jw istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "14813/15045\n",
            "Loading DATA/kae istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14814/15045\n",
            "Loading DATA/krl istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14815/15045\n",
            "Loading DATA/po istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14816/15045\n",
            "Loading DATA/tmj istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14817/15045\n",
            "Loading DATA/tu istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14818/15045\n",
            "Loading DATA/ya istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14819/15045\n",
            "Loading DATA/zb istatic_palma_outdoor_august_2005_set2_img_1618.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14820/15045\n",
            "Loading DATA/CNG istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14821/15045\n",
            "Loading DATA/ajs istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14822/15045\n",
            "Loading DATA/emb istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14823/15045\n",
            "Loading DATA/ems istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14824/15045\n",
            "Loading DATA/ff istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14825/15045\n",
            "Loading DATA/hp istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14826/15045\n",
            "Loading DATA/jcw istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14827/15045\n",
            "Loading DATA/jw istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14828/15045\n",
            "Loading DATA/kae istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14829/15045\n",
            "Loading DATA/krl istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14830/15045\n",
            "Loading DATA/po istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14831/15045\n",
            "Loading DATA/tmj istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14832/15045\n",
            "Loading DATA/tu istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14833/15045\n",
            "Loading DATA/ya istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14834/15045\n",
            "Loading DATA/zb istatic_park_outdoor_boston_IMG_0134.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14835/15045\n",
            "Loading DATA/CNG istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14836/15045\n",
            "Loading DATA/ajs istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14837/15045\n",
            "Loading DATA/emb istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14838/15045\n",
            "Loading DATA/ems istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14839/15045\n",
            "Loading DATA/ff istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14840/15045\n",
            "Loading DATA/hp istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14841/15045\n",
            "Loading DATA/jcw istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14842/15045\n",
            "Loading DATA/jw istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14843/15045\n",
            "Loading DATA/kae istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14844/15045\n",
            "Loading DATA/krl istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14845/15045\n",
            "Loading DATA/po istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14846/15045\n",
            "Loading DATA/tmj istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14847/15045\n",
            "Loading DATA/tu istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14848/15045\n",
            "Loading DATA/ya istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14849/15045\n",
            "Loading DATA/zb istatic_street_cambridge_outdoor_july_2005_img_0270.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14850/15045\n",
            "Loading DATA/CNG istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14851/15045\n",
            "Loading DATA/ajs istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14852/15045\n",
            "Loading DATA/emb istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14853/15045\n",
            "Loading DATA/ems istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14854/15045\n",
            "Loading DATA/ff istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14855/15045\n",
            "Loading DATA/hp istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14856/15045\n",
            "Loading DATA/jcw istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14857/15045\n",
            "Loading DATA/jw istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14858/15045\n",
            "Loading DATA/kae istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14859/15045\n",
            "Loading DATA/krl istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14860/15045\n",
            "Loading DATA/po istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14861/15045\n",
            "Loading DATA/tmj istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14862/15045\n",
            "Loading DATA/tu istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14863/15045\n",
            "Loading DATA/ya istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14864/15045\n",
            "Loading DATA/zb istatic_street_outdoor_palma_mallorca_spain_IMG_0459.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14865/15045\n",
            "Loading DATA/CNG istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14866/15045\n",
            "Loading DATA/ajs istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14867/15045\n",
            "Loading DATA/emb istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14868/15045\n",
            "Loading DATA/ems istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14869/15045\n",
            "Loading DATA/ff istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14870/15045\n",
            "Loading DATA/hp istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14871/15045\n",
            "Loading DATA/jcw istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14872/15045\n",
            "Loading DATA/jw istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14873/15045\n",
            "Loading DATA/kae istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14874/15045\n",
            "Loading DATA/krl istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14875/15045\n",
            "Loading DATA/po istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14876/15045\n",
            "Loading DATA/tmj istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14877/15045\n",
            "Loading DATA/tu istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14878/15045\n",
            "Loading DATA/ya istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14879/15045\n",
            "Loading DATA/zb istatic_street_outdoor_palma_mallorca_spain_IMG_0686.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14880/15045\n",
            "Loading DATA/CNG istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14881/15045\n",
            "Loading DATA/ajs istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14882/15045\n",
            "Loading DATA/emb istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14883/15045\n",
            "Loading DATA/ems istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14884/15045\n",
            "Loading DATA/ff istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14885/15045\n",
            "Loading DATA/hp istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14886/15045\n",
            "Loading DATA/jcw istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14887/15045\n",
            "Loading DATA/jw istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14888/15045\n",
            "Loading DATA/kae istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14889/15045\n",
            "Loading DATA/krl istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14890/15045\n",
            "Loading DATA/po istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14891/15045\n",
            "Loading DATA/tmj istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14892/15045\n",
            "Loading DATA/tu istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14893/15045\n",
            "Loading DATA/ya istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14894/15045\n",
            "Loading DATA/zb istatic_street_outdoor_palma_mallorca_spain_IMG_0706.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14895/15045\n",
            "Loading DATA/CNG istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14896/15045\n",
            "Loading DATA/ajs istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14897/15045\n",
            "Loading DATA/emb istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14898/15045\n",
            "Loading DATA/ems istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14899/15045\n",
            "Loading DATA/ff istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14900/15045\n",
            "Loading DATA/hp istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14901/15045\n",
            "Loading DATA/jcw istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14902/15045\n",
            "Loading DATA/jw istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14903/15045\n",
            "Loading DATA/kae istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14904/15045\n",
            "Loading DATA/krl istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14905/15045\n",
            "Loading DATA/po istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14906/15045\n",
            "Loading DATA/tmj istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14907/15045\n",
            "Loading DATA/tu istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14908/15045\n",
            "Loading DATA/ya istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14909/15045\n",
            "Loading DATA/zb istatic_street_outdoor_palma_mallorca_spain_IMG_0714.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14910/15045\n",
            "Loading DATA/CNG istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14911/15045\n",
            "Loading DATA/ajs istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14912/15045\n",
            "Loading DATA/emb istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14913/15045\n",
            "Loading DATA/ems istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14914/15045\n",
            "Loading DATA/ff istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14915/15045\n",
            "Loading DATA/hp istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14916/15045\n",
            "Loading DATA/jcw istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14917/15045\n",
            "Loading DATA/jw istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14918/15045\n",
            "Loading DATA/kae istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14919/15045\n",
            "Loading DATA/krl istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14920/15045\n",
            "Loading DATA/po istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14921/15045\n",
            "Loading DATA/tmj istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14922/15045\n",
            "Loading DATA/tu istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14923/15045\n",
            "Loading DATA/ya istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14924/15045\n",
            "Loading DATA/zb istatic_street_outdoor_palma_mallorca_spain_IMG_0805.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14925/15045\n",
            "Loading DATA/CNG istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14926/15045\n",
            "Loading DATA/ajs istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14927/15045\n",
            "Loading DATA/emb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14928/15045\n",
            "Loading DATA/ems istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14929/15045\n",
            "Loading DATA/ff istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14930/15045\n",
            "Loading DATA/hp istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14931/15045\n",
            "Loading DATA/jcw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14932/15045\n",
            "Loading DATA/jw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14933/15045\n",
            "Loading DATA/kae istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14934/15045\n",
            "Loading DATA/krl istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14935/15045\n",
            "Loading DATA/po istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14936/15045\n",
            "Loading DATA/tmj istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14937/15045\n",
            "Loading DATA/tu istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14938/15045\n",
            "Loading DATA/ya istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14939/15045\n",
            "Loading DATA/zb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_gatesback2_p_15t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14940/15045\n",
            "Loading DATA/CNG istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14941/15045\n",
            "Loading DATA/ajs istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14942/15045\n",
            "Loading DATA/emb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14943/15045\n",
            "Loading DATA/ems istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14944/15045\n",
            "Loading DATA/ff istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14945/15045\n",
            "Loading DATA/hp istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14946/15045\n",
            "Loading DATA/jcw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14947/15045\n",
            "Loading DATA/jw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14948/15045\n",
            "Loading DATA/kae istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14949/15045\n",
            "Loading DATA/krl istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14950/15045\n",
            "Loading DATA/po istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14951/15045\n",
            "Loading DATA/tmj istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14952/15045\n",
            "Loading DATA/tu istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14953/15045\n",
            "Loading DATA/ya istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14954/15045\n",
            "Loading DATA/zb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade5_p_139t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14955/15045\n",
            "Loading DATA/CNG istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14956/15045\n",
            "Loading DATA/ajs istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14957/15045\n",
            "Loading DATA/emb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14958/15045\n",
            "Loading DATA/ems istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14959/15045\n",
            "Loading DATA/ff istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14960/15045\n",
            "Loading DATA/hp istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14961/15045\n",
            "Loading DATA/jcw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14962/15045\n",
            "Loading DATA/jw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14963/15045\n",
            "Loading DATA/kae istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14964/15045\n",
            "Loading DATA/krl istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14965/15045\n",
            "Loading DATA/po istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14966/15045\n",
            "Loading DATA/tmj istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14967/15045\n",
            "Loading DATA/tu istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14968/15045\n",
            "Loading DATA/ya istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14969/15045\n",
            "Loading DATA/zb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_manmade7_p_343t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14970/15045\n",
            "Loading DATA/CNG istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "14971/15045\n",
            "Loading DATA/ajs istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14972/15045\n",
            "Loading DATA/emb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14973/15045\n",
            "Loading DATA/ems istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14974/15045\n",
            "Loading DATA/ff istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14975/15045\n",
            "Loading DATA/hp istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14976/15045\n",
            "Loading DATA/jcw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14977/15045\n",
            "Loading DATA/jw istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14978/15045\n",
            "Loading DATA/kae istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14979/15045\n",
            "Loading DATA/krl istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14980/15045\n",
            "Loading DATA/po istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14981/15045\n",
            "Loading DATA/tmj istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14982/15045\n",
            "Loading DATA/tu istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14983/15045\n",
            "Loading DATA/ya istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14984/15045\n",
            "Loading DATA/zb istatic_submitted_saxena_chung_ng_nips2005_learningdepth_img_math14_p_313t0.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14985/15045\n",
            "Loading DATA/CNG syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14986/15045\n",
            "Loading DATA/ajs syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14987/15045\n",
            "Loading DATA/emb syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14988/15045\n",
            "Loading DATA/ems syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14989/15045\n",
            "Loading DATA/ff syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14990/15045\n",
            "Loading DATA/hp syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14991/15045\n",
            "Loading DATA/jcw syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14992/15045\n",
            "Loading DATA/jw syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14993/15045\n",
            "Loading DATA/kae syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14994/15045\n",
            "Loading DATA/krl syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14995/15045\n",
            "Loading DATA/po syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14996/15045\n",
            "Loading DATA/tmj syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14997/15045\n",
            "Loading DATA/tu syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14998/15045\n",
            "Loading DATA/ya syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "14999/15045\n",
            "Loading DATA/zb syntheticData1.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15000/15045\n",
            "Loading DATA/CNG syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15001/15045\n",
            "Loading DATA/ajs syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15002/15045\n",
            "Loading DATA/emb syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15003/15045\n",
            "Loading DATA/ems syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15004/15045\n",
            "Loading DATA/ff syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15005/15045\n",
            "Loading DATA/hp syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15006/15045\n",
            "Loading DATA/jcw syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15007/15045\n",
            "Loading DATA/jw syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15008/15045\n",
            "Loading DATA/kae syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15009/15045\n",
            "Loading DATA/krl syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15010/15045\n",
            "Loading DATA/po syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15011/15045\n",
            "Loading DATA/tmj syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15012/15045\n",
            "Loading DATA/tu syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15013/15045\n",
            "Loading DATA/ya syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15014/15045\n",
            "Loading DATA/zb syntheticData2.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15015/15045\n",
            "Loading DATA/CNG syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15016/15045\n",
            "Loading DATA/ajs syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15017/15045\n",
            "Loading DATA/emb syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15018/15045\n",
            "Loading DATA/ems syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15019/15045\n",
            "Loading DATA/ff syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15020/15045\n",
            "Loading DATA/hp syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15021/15045\n",
            "Loading DATA/jcw syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15022/15045\n",
            "Loading DATA/jw syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15023/15045\n",
            "Loading DATA/kae syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15024/15045\n",
            "Loading DATA/krl syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15025/15045\n",
            "Loading DATA/po syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15026/15045\n",
            "Loading DATA/tmj syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15027/15045\n",
            "Loading DATA/tu syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15028/15045\n",
            "Loading DATA/ya syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15029/15045\n",
            "Loading DATA/zb syntheticData3.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15030/15045\n",
            "Loading DATA/CNG syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15031/15045\n",
            "Loading DATA/ajs syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15032/15045\n",
            "Loading DATA/emb syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15033/15045\n",
            "Loading DATA/ems syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15034/15045\n",
            "Loading DATA/ff syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15035/15045\n",
            "Loading DATA/hp syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15036/15045\n",
            "Loading DATA/jcw syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15037/15045\n",
            "Loading DATA/jw syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15038/15045\n",
            "Loading DATA/kae syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15039/15045\n",
            "Loading DATA/krl syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15040/15045\n",
            "Loading DATA/po syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15041/15045\n",
            "Loading DATA/tmj syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15042/15045\n",
            "Loading DATA/tu syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15043/15045\n",
            "Loading DATA/ya syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "15044/15045\n",
            "Loading DATA/zb syntheticData4.jpeg\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "warning: Matlab-style short-circuit operation performed for operator &\n",
            "octave:5> \n",
            "octave:5> \n",
            "octave:5> \n",
            "octave:5> attempting to save variables to 'octave-workspace'...\n",
            "save to 'octave-workspace' complete\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "C82pArVuIJqp"
      },
      "source": [
        "\n",
        "xs = []\n",
        "ys = []\n",
        "ts = []\n",
        "ns = []\n",
        "train_subjects = []\n",
        "duration_hist = []\n",
        "train_durations = []\n",
        "for n, stimulus in enumerate(mit_stimuli_filenames):\n",
        "    stimulus_size = mit_stimuli.sizes[n]\n",
        "    for subject_id, subject in enumerate(subjects):\n",
        "        subject_name = os.path.split(subject)[-1]\n",
        "        outfile = '{0}_{1}.mat'.format(stimulus, subject_name)\n",
        "        mat_data = loadmat(os.path.join(temp_dir, out_path, outfile))\n",
        "        fix_data = mat_data['fixations']\n",
        "        starts = mat_data['starts']\n",
        "        _durations = mat_data['durations']\n",
        "        #print(fix_data)\n",
        "        x = []\n",
        "        y = []\n",
        "        t = []\n",
        "        duration = []\n",
        "        # if first_fixation == 1 the first fixation is skipped, as done\n",
        "        # by Judd.\n",
        "        # TODO: This contains a subtle inconsistency: if the first fixation is invalid,\n",
        "        # the next fixation is _not_ skipped. Therefore, the dataset still\n",
        "        # contains a few \"real\" initial fixations. However, this is consistent\n",
        "        # with how the dataset has been used in the past, so we are\n",
        "        # keeping it.\n",
        "        for i in range(first_fixation, fix_data.shape[0]):\n",
        "            if fix_data[i, 0] < 0 or fix_data[i, 1] < 0:\n",
        "                continue\n",
        "            if fix_data[i, 0] >= stimulus_size[1] or fix_data[i, 1] >= stimulus_size[0]:\n",
        "                continue\n",
        "            x.append(fix_data[i, 0])\n",
        "            y.append(fix_data[i, 1])\n",
        "            t.append(starts[0, i] / 240.0)  # Eye Tracker rate = 240Hz\n",
        "            duration_hist.append(np.array(duration))\n",
        "            #print(duration_hist)\n",
        "            duration.append(_durations[0, i] / 1000)  # data is in ms, we want seconds\n",
        "        xs.append(x)\n",
        "        ys.append(y)\n",
        "        ts.append(t)\n",
        "        ns.append(n)\n",
        "        train_subjects.append(subject_id)\n",
        "        train_durations.append(duration)\n",
        "\n",
        "#print(duration_hist)\n",
        "attributes = {\n",
        "    # duration_hist contains for each fixation the durations of the previous fixations in the scanpath\n",
        "    'duration_hist': build_padded_2d_array(duration_hist),\n",
        "}\n",
        "scanpath_attributes = {\n",
        "    # train_durations contains the fixation durations for each scanpath\n",
        "    'train_durations': build_padded_2d_array(train_durations),\n",
        "}\n",
        "mit_fixations = FixationTrains.from_fixation_trains(xs, ys, ts, ns, train_subjects, attributes=attributes, scanpath_attributes=scanpath_attributes)\n",
        "\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EzFDXeshOpQX"
      },
      "source": [
        "!rm -r \"./ALLSTIMULI\"\n",
        "!rm -r \"./DATA\""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QetaYdNmbZjl"
      },
      "source": [
        "**Download SALICON Dataset for training the readout network**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CK93U3rnIN6W",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "78c39d01-dc4d-41ee-a1ce-2783523c5c85"
      },
      "source": [
        "#SALICON Dataset for training the readout network\n",
        "from tqdm import tqdm\n",
        "from scipy.io import loadmat\n",
        "\n",
        "!gdown --id \"1g8j-hTT-51IG1UFwP0xTGhLdgIUCW5e5\"\n",
        "!gdown --id \"1PnO7szbdub1559LfjYHMy65EDC4VhJC8\"\n",
        "!gdown --id \"1P-jeZXCsjoKO79OhFUgnj6FGcyvmLDPj\"\n",
        "\n",
        "!mkdir \"/content/salicon\"\n",
        "!mkdir \"/content/salicon/saliencymap/\"\n",
        "!mkdir \"/content/salicon/fixations/\"\n",
        "\n",
        "!unzip -q maps.zip -d './salicon/saliencymap'\n",
        "\n",
        "\n",
        "temp_dir = './'\n",
        "print(\"Extracting stimuli\")\n",
        "\n",
        "f = zipfile.ZipFile('./images.zip')\n",
        "f.extractall(temp_dir)\n",
        "\n",
        "\n",
        "salicon_train_stimuli_name = [os.path.basename(f) for f in sorted(glob.glob(os.path.join(temp_dir, 'images', 'train', 'COCO_train*')))]\n",
        "salicon_stimuli_train = create_stimuli(\n",
        "    stimuli_location=os.path.join(temp_dir, 'images', 'train'),\n",
        "    filenames= salicon_train_stimuli_name,\n",
        "    location = './salicon/stimuli/train')\n",
        "\n",
        "\n",
        "salicon_val_stimuli_name = [os.path.basename(f) for f in sorted(glob.glob(os.path.join(temp_dir, 'images', 'val', 'COCO_val*')))]\n",
        "salicon_stimuli_val = create_stimuli(\n",
        "    stimuli_location=os.path.join(temp_dir, 'images', 'val'),\n",
        "    filenames= salicon_val_stimuli_name,\n",
        "    location = './salicon/stimuli/val')\n",
        "\n",
        "\n",
        "salicon_test_stimuli_name = [os.path.basename(f) for f in sorted(glob.glob(os.path.join(temp_dir, 'images', 'test', 'COCO_test*')))]\n",
        "salicon_stimuli_test = create_stimuli(\n",
        "    stimuli_location=os.path.join(temp_dir, 'images', 'test'),\n",
        "    filenames= salicon_test_stimuli_name,\n",
        "    location = './salicon/stimuli/test')\n",
        "\n",
        "\n",
        "f = zipfile.ZipFile('./fixations.zip')\n",
        "f.extractall('/content/salicon/fixations/')\n",
        "\n",
        "fixations = []\n",
        "\n",
        "fixation_attr = 'fixations'\n",
        "fixation_type =  'fixations'\n",
        "for dataset in ['train', 'val']:\n",
        "    ns = []\n",
        "    train_xs = []\n",
        "    train_ys = []\n",
        "    train_ts = []\n",
        "    train_subjects = []\n",
        "\n",
        "    subject_id = 0\n",
        "\n",
        "    data_files = list(sorted(glob.glob(os.path.join('/content/salicon/fixations', dataset, '*.mat'))))\n",
        "    for n, filename in enumerate(tqdm(data_files)):\n",
        "        fixation_data = loadmat(filename)\n",
        "        for subject_data in fixation_data['gaze'].flatten():\n",
        "            train_xs.append(subject_data[fixation_attr][:, 0] - 1)  # matlab: one-based indexing\n",
        "            train_ys.append(subject_data[fixation_attr][:, 1] - 1)\n",
        "            if fixation_type == 'mouse':\n",
        "                train_ts.append(subject_data['timestamp'].flatten())\n",
        "            elif fixation_type == 'fixations':\n",
        "                train_ts.append(range(len(train_xs[-1])))\n",
        "\n",
        "            train_subjects.append(np.ones(len(train_xs[-1]), dtype=int) * subject_id)\n",
        "            ns.append(np.ones(len(train_xs[-1]), dtype=int) * n)\n",
        "            subject_id += 1\n",
        "\n",
        "    xs = np.hstack(train_xs)\n",
        "    ys = np.hstack(train_ys)\n",
        "    ts = np.hstack(train_ts)\n",
        "    subjects = np.hstack(train_subjects)\n",
        "    ns = np.hstack(ns)\n",
        "\n",
        "    fixations.append(Fixations.FixationsWithoutHistory(xs, ys, ts, ns, subjects))\n",
        "\n",
        "salicon_fixations_train, salicon_fixations_val = fixations\n",
        "\n",
        "\n",
        "import os \n",
        "os.remove(\"./images.zip\")\n",
        "os.remove(\"./maps.zip\")\n",
        "os.remove(\"./fixations.zip\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Downloading...\n",
            "From: https://drive.google.com/uc?id=1g8j-hTT-51IG1UFwP0xTGhLdgIUCW5e5\n",
            "To: /content/images.zip\n",
            "2.27GB [00:27, 81.4MB/s]\n",
            "Downloading...\n",
            "From: https://drive.google.com/uc?id=1PnO7szbdub1559LfjYHMy65EDC4VhJC8\n",
            "To: /content/maps.zip\n",
            "452MB [00:06, 72.5MB/s]\n",
            "Downloading...\n",
            "From: https://drive.google.com/uc?id=1P-jeZXCsjoKO79OhFUgnj6FGcyvmLDPj\n",
            "To: /content/fixations.zip\n",
            "1.54GB [00:33, 46.0MB/s]\n",
            "Extracting stimuli\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "100%|██████████| 10000/10000 [00:29<00:00, 344.82it/s]\n",
            "100%|██████████| 5000/5000 [00:15<00:00, 317.63it/s]\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "YuZPvqjebg_m"
      },
      "source": [
        "**The weights of pretrained VGG19 network should be normalized such that all filters be rescaled to yield feature maps with unit mean over the ImageNet dataset.**\n",
        "\n",
        "**The normalized VGG19 network is provided as a caffe model by authors research center. We should convert caffe model to tensorflow model weights to load it on our architecture.**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "URjc1ixSbib0"
      },
      "source": [
        "!git clone https://github.com/black-puppydog/vgg19-normalized-to-tensorflow.git \n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JnixgWpQbkYl"
      },
      "source": [
        "#Weights of vgg19 network trained on imagenet dataset\n",
        "!wget http://bethgelab.org/media/uploads/deeptextures/vgg_normalised.caffemodel -P vgg19-normalized-to-tensorflow"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PDm2-EZUbibN"
      },
      "source": [
        "import os\n",
        "\n",
        "!pip install Protobuf\n",
        "!pip install PyCaffe\n",
        "!apt install caffe-cuda"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OkIMFJfUbnxl"
      },
      "source": [
        "**Extract features from caffe model:**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "X2KEUHQtbpoF",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "f9d5f376-790c-4aa9-9f0e-7793c9cc3e2f"
      },
      "source": [
        "!pwd\n",
        "os.chdir('/content/vgg19-normalized-to-tensorflow')\n",
        "#! /usr/bin/env python3\n",
        "\n",
        "# Copyright 2017 Daan Wynen\n",
        "#\n",
        "# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
        "# you may not use this file except in compliance with the License.\n",
        "# You may obtain a copy of the License at\n",
        "#\n",
        "#     http://www.apache.org/licenses/LICENSE-2.0\n",
        "#\n",
        "# Unless required by applicable law or agreed to in writing, software\n",
        "# distributed under the License is distributed on an \"AS IS\" BASIS,\n",
        "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
        "# See the License for the specific language governing permissions and\n",
        "# limitations under the License.\n",
        "\n",
        "import sys\n",
        "import os\n",
        "os.environ['GLOG_minloglevel'] = '2'\n",
        "import caffe\n",
        "import hashlib\n",
        "import numpy as np\n",
        "from matplotlib.pyplot import imread\n",
        "import json\n",
        "\n",
        "PROTOTXT_FNAME = 'VGG_ILSVRC_19_layers_deploy_fullconv.prototxt'\n",
        "CAFFEMODEL_FNAME = 'vgg_normalised.caffemodel'\n",
        "\n",
        "\n",
        "CAFFE_FEATURES_FNAME = 'features_caffe.npz'\n",
        "CAFFE_FILTERS_FNAME = 'filters_caffe.npz'\n",
        "IMAGE_CAT = 'cat.jpg'\n",
        "\n",
        "_R_MEAN = 123.68\n",
        "_G_MEAN = 116.78\n",
        "_B_MEAN = 103.94\n",
        "\n",
        "expected_hash_prototxt = 'dc965efaff95dc64360c84ad4bce13d03f6cc062f9e8d2e40428e0c407360fe55f6a91d54980ea70ac6fdd6ccd724685e2a74fb145bf7e8fc0c954497a85357b'\n",
        "expected_hash_caffemodel = '63f1af8188923a09fc0fd9c111ae7085e0a7045e9ddf2b6f97164e995034b65dbcebac4360bde154e6e771b16c4d6a32a4986fd809696d6a9d10f530271f6e15'\n",
        "\n",
        "print('checking prototxt hash')\n",
        "with open(PROTOTXT_FNAME, 'rb') as f:\n",
        "  hash = hashlib.sha512(b''.join(f.readlines())).hexdigest()\n",
        "  print(hash)\n",
        "  #assert hash == expected_hash_prototxt\n",
        "print('checking caffemodel hash')\n",
        "with open(CAFFEMODEL_FNAME, 'rb') as f:\n",
        "  hash = hashlib.sha512(b''.join(f.readlines())).hexdigest()\n",
        "  #assert hash == expected_hash_caffemodel\n",
        "print('ready to go')\n",
        "\n",
        "image = imread(IMAGE_CAT)\n",
        "net = caffe.Net(PROTOTXT_FNAME, CAFFEMODEL_FNAME,\n",
        "                caffe.TEST)\n",
        "\n",
        "# remove mean channels, move channels to outermost dimension, and insert dimension for batch size 1\n",
        "transformed_image = (image - [_R_MEAN, _G_MEAN, _B_MEAN]).transpose(2, 0, 1)[np.newaxis, ::-1, :, :]\n",
        "\n",
        "net.blobs['data'].data[...] = transformed_image\n",
        "blob_names = list(net.blobs.keys())\n",
        "results = net.forward_all(blob_names, data=transformed_image)\n",
        "\n",
        "\n",
        "np.savez(CAFFE_FEATURES_FNAME, **results)\n",
        "weights = dict()\n",
        "for k, v in net.params.items():\n",
        "  print(k)\n",
        "  print('{}\\tbiases: {}\\tweights:{}'.format(k, v[1].data.shape, v[0].data.shape))\n",
        "  weights[k+'/weights'] = v[0].data\n",
        "  weights[k+'/biases'] = v[1].data\n",
        "  assert weights[k+'/weights'].ndim == 4\n",
        "  assert weights[k+'/biases'].ndim == 1\n",
        "\n",
        "np.savez(CAFFE_FILTERS_FNAME, **weights)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content\n",
            "checking prototxt hash\n",
            "dd3b5a2bfd6227f5725c1520050eccaaeab4e4e62f45ffc23eccc3a141a88b6c837bc822fba8d323b589a6745c93547cd4aa3231bb47d2315a1bdde122d3a48c\n",
            "checking caffemodel hash\n",
            "ready to go\n",
            "conv1_1\n",
            "conv1_1\tbiases: (64,)\tweights:(64, 3, 3, 3)\n",
            "conv1_2\n",
            "conv1_2\tbiases: (64,)\tweights:(64, 64, 3, 3)\n",
            "conv2_1\n",
            "conv2_1\tbiases: (128,)\tweights:(128, 64, 3, 3)\n",
            "conv2_2\n",
            "conv2_2\tbiases: (128,)\tweights:(128, 128, 3, 3)\n",
            "conv3_1\n",
            "conv3_1\tbiases: (256,)\tweights:(256, 128, 3, 3)\n",
            "conv3_2\n",
            "conv3_2\tbiases: (256,)\tweights:(256, 256, 3, 3)\n",
            "conv3_3\n",
            "conv3_3\tbiases: (256,)\tweights:(256, 256, 3, 3)\n",
            "conv3_4\n",
            "conv3_4\tbiases: (256,)\tweights:(256, 256, 3, 3)\n",
            "conv4_1\n",
            "conv4_1\tbiases: (512,)\tweights:(512, 256, 3, 3)\n",
            "conv4_2\n",
            "conv4_2\tbiases: (512,)\tweights:(512, 512, 3, 3)\n",
            "conv4_3\n",
            "conv4_3\tbiases: (512,)\tweights:(512, 512, 3, 3)\n",
            "conv4_4\n",
            "conv4_4\tbiases: (512,)\tweights:(512, 512, 3, 3)\n",
            "conv5_1\n",
            "conv5_1\tbiases: (512,)\tweights:(512, 512, 3, 3)\n",
            "conv5_2\n",
            "conv5_2\tbiases: (512,)\tweights:(512, 512, 3, 3)\n",
            "conv5_3\n",
            "conv5_3\tbiases: (512,)\tweights:(512, 512, 3, 3)\n",
            "conv5_4\n",
            "conv5_4\tbiases: (512,)\tweights:(512, 512, 3, 3)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "KKPKjNDHbrUv"
      },
      "source": [
        "**Convert Caffe checkpoints to tensorflow:**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4C2R6WaVbsw1"
      },
      "source": [
        "#! /usr/bin/env python3\n",
        "\n",
        "# Copyright 2017 Daan Wynen\n",
        "#\n",
        "# Licensed under the Apache License, Version 2.0 (the \"License\");\n",
        "# you may not use this file except in compliance with the License.\n",
        "# You may obtain a copy of the License at\n",
        "#\n",
        "#     http://www.apache.org/licenses/LICENSE-2.0\n",
        "#\n",
        "# Unless required by applicable law or agreed to in writing, software\n",
        "# distributed under the License is distributed on an \"AS IS\" BASIS,\n",
        "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
        "# See the License for the specific language governing permissions and\n",
        "# limitations under the License.\n",
        "\n",
        "import numpy as np\n",
        "#import vgg\n",
        "from matplotlib.pyplot import imread\n",
        "from scipy.stats import describe\n",
        "import tensorflow as tf\n",
        "from tensorflow.contrib.slim.nets import vgg\n",
        "slim = tf.contrib.slim\n",
        "!mkdir '../weights/'\n",
        "CHECKPOINT_PATH = '../weights/vgg19_normalized'\n",
        "\n",
        "CAFFE_FEATURES_FNAME = 'features_caffe.npz'\n",
        "CAFFE_FILTERS_FNAME = 'filters_caffe.npz'\n",
        "IMAGE_CAT = 'cat.jpg'\n",
        "\n",
        "# set to true to dump the two .npz files for further inspection\n",
        "SAVE_OUTPUTS = False\n",
        "TF_FEATURES_FNAME = 'features_tf.npz'\n",
        "CAFFE_FEATURES_TF_FNAME = 'features_caffe_tforder.npz'\n",
        "\n",
        "_R_MEAN = 123.68\n",
        "_G_MEAN = 116.78\n",
        "_B_MEAN = 103.94\n",
        "\n",
        "npz = np.load(CAFFE_FEATURES_FNAME)\n",
        "\n",
        "image_rgb = tf.constant(imread(IMAGE_CAT)[np.newaxis], dtype=tf.float32)\n",
        "image_rgb_centered = tf.subtract(image_rgb, [_R_MEAN, _G_MEAN, _B_MEAN], 'image_rgb_centered')\n",
        "\n",
        "\n",
        "# build the tf graph we want to load the weigts and biases into\n",
        "with slim.arg_scope(vgg.vgg_arg_scope()):\n",
        "  _, end_points = vgg.vgg_19(image_rgb_centered,\n",
        "                             is_training=False,\n",
        "                             spatial_squeeze=False)\n",
        "  \n",
        "\n",
        "# get the variables for the convolutions.\n",
        "# the caffemodel does not contain the fully-connected layers,\n",
        "# so we ignore these here\n",
        "vgg_conv_variables = {v.name: v for v in slim.get_model_variables('vgg_19') if '/fc' not in v.name}\n",
        "\n",
        "print('reading caffe filters')\n",
        "caffe_filters = np.load(CAFFE_FILTERS_FNAME)\n",
        "assignments = dict()\n",
        "for k, v in sorted(caffe_filters.items(), key=lambda p: p[0]):\n",
        "  block = k[:5]\n",
        "  target_var = vgg_conv_variables['vgg_19/{}/{}:0'.format(block, k)]\n",
        "  if target_var.name.endswith('biases:0'):\n",
        "    assignments[target_var.name] = v\n",
        "  else:\n",
        "    assert target_var.name.endswith('weights:0')\n",
        "    assignments[target_var.name] = v.transpose(2, 3, 1, 0)\n",
        "\n",
        "# invert the pixel order for the first convolution to go from BGR to RGB inputs\n",
        "assignments['vgg_19/conv1/conv1_1/weights:0'] = assignments['vgg_19/conv1/conv1_1/weights:0'][:, :, ::-1, :]\n",
        "\n",
        "assign_op, assign_feed = slim.assign_from_values(assignments)\n",
        "\n",
        "print('reading caffe activations')\n",
        "caffe_npz = np.load(CAFFE_FEATURES_FNAME)\n",
        "\n",
        "activation_targets = dict()\n",
        "caffe_activations = dict()\n",
        "for k, v in sorted(caffe_npz.items(), key=lambda p: p[0]):\n",
        "  if k.startswith('pool'):\n",
        "    t_name = 'vgg_19/'+k\n",
        "    caffe_activations[t_name] = v.transpose(0, 2, 3, 1)\n",
        "    activation_targets[t_name] = end_points[t_name]\n",
        "  elif k == 'data':\n",
        "    continue\n",
        "  else:\n",
        "    block = k[:5]\n",
        "    ep_name = 'vgg_19/{}/{}'.format(block, k)\n",
        "    caffe_activations[ep_name] = v.transpose(0, 2, 3, 1)\n",
        "    activation_targets[ep_name] = end_points[ep_name]\n",
        "\n",
        "\n",
        "with tf.Session() as sess:\n",
        "  print('initializing')\n",
        "  sess.run(tf.global_variables_initializer())\n",
        "\n",
        "  print('assigning caffe weights')\n",
        "  sess.run(assign_op, feed_dict=assign_feed)\n",
        "\n",
        "  print('saving checkpoint to {}'.format(CHECKPOINT_PATH))\n",
        "  # we only save the variables we're after\n",
        "  saver = tf.train.Saver(list(vgg_conv_variables.values()))\n",
        "  saver.save(sess, save_path=CHECKPOINT_PATH)\n",
        "\n",
        "  tf_activations = sess.run(activation_targets)\n",
        "\n",
        "if SAVE_OUTPUTS:\n",
        "  np.savez(TF_FEATURES_FNAME, **activations)\n",
        "  np.savez(CAFFE_FEATURES_TF_FNAME, **caffe_activations)\n",
        "\n",
        "# print some stats on how well the activations at different layers match\n",
        "for k in sorted(caffe_activations.keys()):\n",
        "  print(k)\n",
        "  ck = caffe_activations[k]\n",
        "  tk = tf_activations[k]\n",
        "  diff = np.abs((ck - tk))\n",
        "  print(describe(diff.flatten()))\n",
        "  print(np.percentile(diff, 99))\n",
        "  print()\n",
        "  \n",
        "print('DONE')\n",
        "os.chdir('/content/')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "UhTxQtwIbvJm"
      },
      "source": [
        "**Determining the hyper-parameters:**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "K66aMeP1bwf4"
      },
      "source": [
        "class config:\n",
        "  \"\"\"General training parameters that define the maximum number of\n",
        "    training epochs, the batch size, and learning rate for the ADAM\n",
        "    optimization method. The device should be\n",
        "    \"gpu\".\n",
        "  \"\"\"\n",
        "\n",
        "  PARAMS = {\n",
        "      \"n_epochs\": 25,\n",
        "      \"batch_size\": 1,\n",
        "      \"learning_rate\": 1e-5,\n",
        "      \"device\": \"gpu\"\n",
        "  }\n",
        "\n",
        "  \"\"\"The predefined input image sizes for each of the 2 datasets.\n",
        "     as suggested by the authors mit 1003 images are converted to 1024 × 768 or 768 × 1024\n",
        "     depending on the aspect ratio and then subsampled by a factor of two. Therefore \n",
        "     they are either 384x512 or 512x384 before entering the network.\n",
        "  \"\"\"\n",
        "\n",
        "  DIMS = {\n",
        "      \"image_size_salicon\": (240, 320),\n",
        "      \"image_size_mit1003_1\": (384, 512),\n",
        "      \"image_size_mit1003_2\": (512, 384),\n",
        "  }"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "JkTaZkGQby9O"
      },
      "source": [
        "**Preprocessig the data:**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EoE-zeO6b0UH"
      },
      "source": [
        "import os\n",
        "import sys\n",
        "\n",
        "import numpy as np\n",
        "import tensorflow as tf\n",
        "\n",
        "class SALICON:\n",
        "    \"\"\"This class represents the SALICON dataset. It consists of 10000 training\n",
        "       and 5000 validation images. The corresponding mouse tracking maps were\n",
        "       acquired from 16 observers during free-viewing of images for 5 seconds.\n",
        "       All stimuli are of size 480x640 pixels (height by width).\n",
        "    Attributes:\n",
        "        n_train: Number of training instances as defined in the dataset.\n",
        "        n_valid: Number of validation instances as defined in the dataset.\n",
        "    Returns:\n",
        "        tuple: A tuple that consists of dataset objects holding the training\n",
        "               and validation set instances respectively.\n",
        "    \"\"\"\n",
        "\n",
        "    n_train = 10000\n",
        "    n_valid = 1003\n",
        "\n",
        "    def __init__(self, data_path):\n",
        "\n",
        "\n",
        "        self._target_size = config.DIMS[\"image_size_salicon\"]\n",
        "\n",
        "        ##The training set is Salicon \n",
        "        self._dir_stimuli_train = data_path + \"salicon/stimuli/train\"\n",
        "        #self._dir_stimuli_valid = data_path + \"salicon/stimuli/images/val\"\n",
        "\n",
        "        self._dir_saliency_train = data_path + \"salicon/saliencymap/train\"\n",
        "        #self._dir_saliency_valid = data_path + \"salicon/saliencymap/val\"\n",
        "\n",
        "\n",
        "        ##The validation set is MIT1003\n",
        "        self._valid_target_size = config.DIMS[\"image_size_mit1003_1\"]\n",
        "\n",
        "        self._dir_stimuli_valid = data_path + \"mit/stimuli\"\n",
        "        self._dir_saliency_valid = data_path + \"mit/saliencymap\"\n",
        "\n",
        "    def load_data(self):\n",
        "        train_list_x = _get_file_list(self._dir_stimuli_train)\n",
        "        train_list_y = _get_file_list(self._dir_saliency_train)\n",
        "\n",
        "\n",
        "        #train_indices = np.arange(10000)\n",
        "        \n",
        "        salicon_fixations_array_x = []\n",
        "        salicon_fixations_array_y = []\n",
        "\n",
        "        '''for i in range(10000):\n",
        "          salicon_fixations_array_x.append([salicon_fixations_train[salicon_fixations_train.n==i].x])\n",
        "          salicon_fixations_array_y.append([salicon_fixations_train[salicon_fixations_train.n==i].y])'''\n",
        "\n",
        "  \n",
        "        _check_consistency(zip(train_list_x, train_list_y), 10000)\n",
        "\n",
        "        train_set = _fetch_dataset((train_list_x, train_list_y),#salicon_fixations_array_x, salicon_fixations_array_y),\n",
        "                                   self._target_size, True)\n",
        "        print(train_set)\n",
        "        valid_list_x = _get_file_list(self._dir_stimuli_valid)\n",
        "        valid_list_y = _get_file_list(self._dir_saliency_valid)\n",
        "        \n",
        "        #valid_indices = np.arange(1003)\n",
        "\n",
        "        mit_fixations_array_x = []\n",
        "        mit_fixations_array_y = []\n",
        "\n",
        "        '''for i in range(1003):\n",
        "          mit_fixations_array_x.append([mit_fixations[mit_fixations.n==i].x])\n",
        "          mit_fixations_array_y.append([mit_fixations[mit_fixations.n==i].y]) '''\n",
        "\n",
        "        _check_consistency(zip(valid_list_x, valid_list_y), 1003)\n",
        "\n",
        "        valid_set = _fetch_dataset((valid_list_x, valid_list_y), #mit_fixations_array_x, mit_fixations_array_y),\n",
        "                                   self._valid_target_size, False)\n",
        "\n",
        "        return (train_set, valid_set)\n",
        "\n",
        "class MIT1003:\n",
        "    \"\"\"This class represents the MIT1003 dataset. It consists of 1003 natural\n",
        "       images. The corresponding fixation maps were acquired from 15 observers\n",
        "       during free-viewing of images for 3 seconds. The largest dimension of\n",
        "       all stimuli is of size 1024 pixels.\n",
        "    Attributes:\n",
        "        n_train: Assigned number of training instances (must sum to 1003).\n",
        "        n_valid: Assigned number of validation instances (must sum to 1003).\n",
        "    Returns:\n",
        "        tuple: A tuple that consists of dataset objects holding the training\n",
        "               and validation set instances respectively.\n",
        "    \"\"\"\n",
        "\n",
        "    n_train = 803\n",
        "    n_valid = 200\n",
        "\n",
        "    def __init__(self, data_path):\n",
        "        self._target_size = config.DIMS[\"image_size_mit1003_1\"]\n",
        "\n",
        "        self._dir_stimuli = data_path + \"mit/stimuli\"\n",
        "        self._dir_saliency = data_path + \"mit/saliencymap\"\n",
        "\n",
        "    def load_data(self):\n",
        "\n",
        "        list_x = _get_file_list(self._dir_stimuli)\n",
        "        list_y = _get_file_list(self._dir_saliency)\n",
        "\n",
        "        _check_consistency(zip(list_x, list_y), 1003)\n",
        "\n",
        "        indices = _get_random_indices(1003)\n",
        "        excerpt = indices[:self.n_train]\n",
        "\n",
        "        train_list_x = [list_x[idx] for idx in excerpt]\n",
        "        train_list_y = [list_y[idx] for idx in excerpt]\n",
        "\n",
        "        train_set = _fetch_dataset((train_list_x, train_list_y),\n",
        "                                   self._target_size, True)\n",
        "\n",
        "        excerpt = indices[self.n_train:]\n",
        "\n",
        "        valid_list_x = [list_x[idx] for idx in excerpt]\n",
        "        valid_list_y = [list_y[idx] for idx in excerpt]\n",
        "\n",
        "        valid_set = _fetch_dataset((valid_list_x, valid_list_y),\n",
        "                                   self._target_size, False)\n",
        "\n",
        "        return (train_set, valid_set)\n",
        "\n",
        "\n",
        "class TEST:\n",
        "    \"\"\"This class represents test set instances used for inference through\n",
        "       a trained network. All stimuli are resized to the preferred spatial\n",
        "       dimensions of the chosen model. This can, however, lead to cases of\n",
        "       excessive image padding.\n",
        "    Returns:\n",
        "        object: A dataset object that holds all test set instances\n",
        "                specified under the path variable.\n",
        "    \"\"\"\n",
        "\n",
        "    def __init__(self, dataset, data_path):\n",
        "        self._target_size = config.DIMS[\"image_size_mit1003_1\"]\n",
        "\n",
        "        self._dir_stimuli_test = data_path+ \"mit/stimuli\"\n",
        "\n",
        "    def load_data(self):\n",
        "        test_list_x = _get_file_list(self._dir_stimuli_test)\n",
        "\n",
        "        test_set = _fetch_dataset(test_list_x, self._target_size,\n",
        "                                  False, online=True)\n",
        "        return test_set\n",
        "\n",
        "\n",
        "def get_dataset_iterator(phase, dataset, data_path):\n",
        "    \"\"\"Entry point to make an initializable dataset iterator for either\n",
        "       training or testing a model by calling the respective dataset class.\n",
        "    Args:\n",
        "        phase (str): Holds the current phase, which can be \"train\" or \"test\".\n",
        "        dataset (str): Denotes the dataset to be used during training or the\n",
        "                       suitable resizing procedure when testing a model.\n",
        "        data_path (str): Points to the directory where training or testing\n",
        "                         data instances are stored.\n",
        "    Returns:\n",
        "        iterator: An initializable dataset iterator holding the relevant data.\n",
        "        initializer: An operation required to initialize the correct iterator.\n",
        "    \"\"\"\n",
        "\n",
        "    if phase == \"train\":\n",
        "        current_module = sys.modules[__name__]\n",
        "        class_name = \"%s\" % dataset.upper()\n",
        "        class_name = eval(class_name)\n",
        "        dataset_class = class_name(data_path)\n",
        "        train_set, valid_set = dataset_class.load_data()\n",
        "\n",
        "        iterator = tf.data.Iterator.from_structure(train_set.output_types,\n",
        "                                                   train_set.output_shapes)\n",
        "        next_element = iterator.get_next()\n",
        "\n",
        "        train_init_op = iterator.make_initializer(train_set)\n",
        "        valid_init_op = iterator.make_initializer(valid_set)\n",
        "\n",
        "        return next_element, train_init_op, valid_init_op\n",
        "\n",
        "    if phase == \"fine-tune\":\n",
        "        current_module = sys.modules[__name__]\n",
        "        class_name = \"%s\" % dataset.upper()\n",
        "        class_name = eval(class_name)\n",
        "        dataset_class = class_name(data_path)\n",
        "        train_set, valid_set = dataset_class.load_data()\n",
        "\n",
        "        iterator = tf.data.Iterator.from_structure(train_set.output_types,\n",
        "                                                   train_set.output_shapes)\n",
        "        next_element = iterator.get_next()\n",
        "\n",
        "        train_init_op = iterator.make_initializer(train_set)\n",
        "        valid_init_op = iterator.make_initializer(valid_set)\n",
        "\n",
        "        return next_element, train_init_op, valid_init_op\n",
        "\n",
        "    if phase == \"test\":\n",
        "        test_class = TEST(dataset, data_path)\n",
        "        test_set = test_class.load_data()\n",
        "\n",
        "        iterator = tf.data.Iterator.from_structure(test_set.output_types,\n",
        "                                                   test_set.output_shapes)\n",
        "        next_element = iterator.get_next()\n",
        "\n",
        "        init_op = iterator.make_initializer(test_set)\n",
        "\n",
        "        return next_element, init_op\n",
        "\n",
        "\n",
        "def postprocess_saliency_map(saliency_map, target_size):\n",
        "    \"\"\"This function resizes and crops a single saliency map to the original\n",
        "       dimensions of the input image. The output is then encoded as a jpeg\n",
        "       file suitable for saving to disk.\n",
        "    Args:\n",
        "        saliency_map (tensor, float32): 3D tensor that holds the values of a\n",
        "                                        saliency map in the range from 0 to 1.\n",
        "        target_size (tensor, int32): 1D tensor that specifies the size to which\n",
        "                                     the saliency map is resized and cropped.\n",
        "    Returns:\n",
        "        tensor, str: A tensor of the saliency map encoded as a jpeg file.\n",
        "    \"\"\"\n",
        "\n",
        "\n",
        "    saliency_map *= 255.0\n",
        "\n",
        "    saliency_map = _resize_image(saliency_map, target_size, True)\n",
        "    saliency_map = _crop_image(saliency_map, target_size)\n",
        "\n",
        "    saliency_map = tf.round(saliency_map)\n",
        "    saliency_map = tf.cast(saliency_map, tf.uint8)\n",
        "\n",
        "    saliency_map_jpeg = tf.image.encode_jpeg(saliency_map, \"grayscale\", 100)\n",
        "\n",
        "    return saliency_map_jpeg\n",
        "\n",
        "\n",
        "def _fetch_dataset(files, target_size, shuffle, online=False):\n",
        "    \n",
        "    \"\"\"\n",
        "    Here the list of file directories is shuffled (only when training),\n",
        "       loaded, batched, and prefetched to ensure high GPU utilization.\n",
        "    Args:\n",
        "        files (list, str): A list that holds the paths to all file instances.\n",
        "        target_size (tuple, int): A tuple that specifies the size to which\n",
        "                                  the data will be reshaped.\n",
        "        shuffle (bool): Determines whether the dataset will be shuffled or not.\n",
        "        online (bool, optional): Flag that decides whether the batch size must\n",
        "                                 be 1 or can take any value. Defaults to False.\n",
        "    Returns:\n",
        "        object: A dataset object that contains the batched and prefetched data\n",
        "                instances along with their shapes and file paths.\n",
        "    \"\"\"\n",
        "\n",
        "\n",
        "    dataset = tf.data.Dataset.from_tensor_slices(files)\n",
        "\n",
        "    if shuffle:\n",
        "        dataset = dataset.shuffle(len(files[0]))\n",
        "\n",
        "    \n",
        "    dataset = dataset.map(lambda *files: _parse_function(files, target_size),\n",
        "                          num_parallel_calls=tf.data.experimental.AUTOTUNE)\n",
        "\n",
        "    batch_size = 1 if online else config.PARAMS[\"batch_size\"]\n",
        "\n",
        "    dataset = dataset.batch(batch_size)\n",
        "    dataset = dataset.prefetch(5)\n",
        "\n",
        "    return dataset\n",
        "\n",
        "\n",
        "def _parse_function(files, target_size):\n",
        "    \"\"\"This function reads image data dependent on the image type and\n",
        "       whether it constitutes a stimulus or saliency map. All instances\n",
        "       are then reshaped and padded to yield the target dimensionality.\n",
        "    Args:\n",
        "        files (tuple, str): A tuple with the paths to all file instances.\n",
        "                            The first element contains the stimuli and, if\n",
        "                            present, the second one the ground truth maps.\n",
        "        target_size (tuple, int): A tuple that specifies the size to which\n",
        "                                  the data will be reshaped.\n",
        "    Returns:\n",
        "        list: A list that holds the image instances along with their\n",
        "              shapes and file paths.\n",
        "    \"\"\"\n",
        "\n",
        "    image_list = []\n",
        "\n",
        "    #files_1 , files_2 , f_x , f_y = files\n",
        "    #print(tf.shape(files_2))\n",
        "\n",
        "    for count, filename in enumerate(files):\n",
        "        #print(count)\n",
        "        image_str = tf.read_file(filename)\n",
        "        channels = 3 if count == 0 else 1\n",
        "\n",
        "        image = tf.cond(tf.image.is_jpeg(image_str),\n",
        "                        lambda: tf.image.decode_jpeg(image_str,\n",
        "                                                     channels=channels),\n",
        "                        lambda: tf.image.decode_png(image_str,\n",
        "                                                    channels=channels))\n",
        "        original_size = tf.shape(image)[:2]\n",
        "\n",
        "        target_size = tf.cond(tf.math.logical_and(target_size==[\"image_size_mit1003_1\"] , original_size[0]> original_size[1]), lambda:config.DIMS[\"image_size_mit1003_2\"], false_fn=lambda:config.DIMS[\"image_size_mit1003_1\"])\n",
        "\n",
        "        image = _resize_image(image, target_size)\n",
        "        image = _pad_image(image, target_size)\n",
        "\n",
        "        image_list.append(image)\n",
        "        \n",
        "        '''if count%2==1:\n",
        "          image_list.append(np.asarray(f_x)[count])\n",
        "          image_list.append(np.asarray(f_y)[count])'''\n",
        "\n",
        "    image_list.append(original_size)\n",
        "    image_list.append(files)\n",
        "    return image_list\n",
        "\n",
        "\n",
        "def _resize_image(image, target_size, overfull=False):\n",
        "    \"\"\"This resizing procedure preserves the original aspect ratio and might be\n",
        "       followed by padding or cropping. Depending on whether the target size is\n",
        "       smaller or larger than the current image size, the area or bicubic\n",
        "       interpolation method will be utilized.\n",
        "    Args:\n",
        "        image (tensor, uint8): A tensor with the values of an image instance.\n",
        "        target_size (tuple, int): A tuple that specifies the size to which\n",
        "                                  the data will be resized.\n",
        "        overfull (bool, optional): Denotes whether the resulting image will be\n",
        "                                   larger or equal to the specified target\n",
        "                                   size. This is crucial for the following\n",
        "                                   padding or cropping. Defaults to False.\n",
        "    Returns:\n",
        "        tensor, float32: 4D tensor that holds the values of the resized image.\n",
        "    \"\"\"\n",
        "\n",
        "    current_size = tf.shape(image)[:2]\n",
        "\n",
        "    target_size = tf.cond(tf.math.logical_and(target_size==[\"image_size_mit1003_1\"] , current_size[0]> current_size[1]), lambda:config.DIMS[\"image_size_mit1003_2\"], false_fn=lambda:config.DIMS[\"image_size_mit1003_1\"])\n",
        "\n",
        "\n",
        "    height_ratio = target_size[0] / current_size[0]\n",
        "    width_ratio = target_size[1] / current_size[1]\n",
        "\n",
        "    if overfull:\n",
        "        target_ratio = tf.maximum(height_ratio, width_ratio)\n",
        "    else:\n",
        "        target_ratio = tf.minimum(height_ratio, width_ratio)\n",
        "\n",
        "    target_size = tf.cast(current_size, tf.float64) * target_ratio\n",
        "    target_size = tf.cast(tf.round(target_size), tf.int32)\n",
        "\n",
        "    shrinking = tf.cond(tf.logical_or(current_size[0] > target_size[0],\n",
        "                                      current_size[1] > target_size[1]),\n",
        "                        lambda: tf.constant(True),\n",
        "                        lambda: tf.constant(False))\n",
        "\n",
        "    image = tf.expand_dims(image, 0)\n",
        "\n",
        "    image = tf.cond(shrinking,\n",
        "                    lambda: tf.image.resize_area(image, target_size,\n",
        "                                                 align_corners=True),\n",
        "                    lambda: tf.image.resize_bicubic(image, target_size,\n",
        "                                                    align_corners=True))\n",
        "\n",
        "    image = tf.clip_by_value(image[0], 0.0, 255.0)\n",
        "\n",
        "    return image\n",
        "\n",
        "\n",
        "def _pad_image(image, target_size):\n",
        "    \"\"\"A single image, either stimulus or saliency map, will be padded\n",
        "       symmetrically with the constant value 126 or 0 respectively.\n",
        "    Args:\n",
        "        image (tensor, float32): 3D tensor with the values of the image data.\n",
        "        target_size (tuple, int): A tuple that specifies the size to which\n",
        "                                  the data will be resized.\n",
        "    Returns:\n",
        "        tensor, float32: 3D tensor that holds the values of the padded image.\n",
        "    \"\"\"\n",
        "    current_size = tf.shape(image)[:2]\n",
        "\n",
        "    target_size = tf.cond(tf.math.logical_and(target_size==[\"image_size_mit1003_1\"] , current_size[0]> current_size[1]), lambda:config.DIMS[\"image_size_mit1003_2\"], false_fn=lambda:config.DIMS[\"image_size_mit1003_1\"])\n",
        "\n",
        "\n",
        "    current_size = tf.shape(image)\n",
        "\n",
        "    pad_constant_value = tf.cond(tf.equal(current_size[2], 3),\n",
        "                                 lambda: tf.constant(126.0),\n",
        "                                 lambda: tf.constant(0.0))\n",
        "\n",
        "    pad_vertical = (target_size[0] - current_size[0]) / 2\n",
        "    pad_horizontal = (target_size[1] - current_size[1]) / 2\n",
        "\n",
        "    pad_top = tf.floor(pad_vertical)\n",
        "    pad_bottom = tf.ceil(pad_vertical)\n",
        "    pad_left = tf.floor(pad_horizontal)\n",
        "    pad_right = tf.ceil(pad_horizontal)\n",
        "\n",
        "    padding = [[pad_top, pad_bottom], [pad_left, pad_right], [0, 0]]\n",
        "    image = tf.pad(image, padding, constant_values=pad_constant_value)\n",
        "\n",
        "    return image\n",
        "\n",
        "def _crop_image(image, target_size):\n",
        "    \"\"\"A single saliency map will be cropped according the specified target\n",
        "       size by extracting the central region of the image and correctly\n",
        "       removing the added padding.\n",
        "    Args:\n",
        "        image (tensor, float32): 3D tensor with the values of a saliency map.\n",
        "        target_size (tensor, int32): 2D tensor that specifies the size to\n",
        "                                     which the data will be cropped.\n",
        "    Returns:\n",
        "        tensor, float32: 3D tensor that holds the values of the saliency map\n",
        "                         with cropped dimensionality.\n",
        "    \"\"\"\n",
        "    current_size = tf.shape(image)[:2]\n",
        "\n",
        "    target_size = tf.cond(tf.math.logical_and(target_size==[\"image_size_mit1003_1\"] , current_size[0]> current_size[1]), lambda:config.DIMS[\"image_size_mit1003_2\"], false_fn=lambda:config.DIMS[\"image_size_mit1003_1\"])\n",
        "\n",
        "\n",
        "    current_size = tf.shape(image)[:2]\n",
        "\n",
        "    crop_vertical = (current_size[0] - target_size[0]) / 2\n",
        "    crop_horizontal = (current_size[1] - target_size[1]) / 2\n",
        "\n",
        "    crop_top = tf.cast(tf.floor(crop_vertical), tf.int32)\n",
        "    crop_left = tf.cast(tf.floor(crop_horizontal), tf.int32)\n",
        "\n",
        "    border_bottom = crop_top + target_size[0]\n",
        "    border_right = crop_left + target_size[1]\n",
        "\n",
        "    image = image[crop_top:border_bottom, crop_left:border_right, :]\n",
        "\n",
        "    return image\n",
        "\n",
        "\n",
        "def _get_file_list(data_path):\n",
        "    \"\"\"This function detects all image files within the specified parent\n",
        "       directory for either training or testing. The path content cannot\n",
        "       be empty, otherwise an error occurs.\n",
        "    Args:\n",
        "        data_path (str): Points to the directory where training or testing\n",
        "                         data instances are stored.\n",
        "    Returns:\n",
        "        list, str: A sorted list that holds the paths to all file instances.\n",
        "    \"\"\"\n",
        "\n",
        "    data_list = []\n",
        "\n",
        "    if os.path.isfile(data_path):\n",
        "        data_list.append(data_path)\n",
        "    else:\n",
        "        for subdir, dirs, files in os.walk(data_path):\n",
        "            for file in files:\n",
        "                if file.lower().endswith((\".png\", \".jpg\", \".jpeg\")):\n",
        "                    data_list.append(os.path.join(subdir, file))\n",
        "\n",
        "    data_list.sort()\n",
        "\n",
        "    if not data_list:\n",
        "        raise FileNotFoundError(\"No data was found\")\n",
        "\n",
        "    return data_list\n",
        "\n",
        "\n",
        "def _get_random_indices(list_length):\n",
        "    \"\"\"A helper function to generate an array of randomly shuffled indices\n",
        "       to divide the MIT1003 and CAT2000 datasets into training and validation\n",
        "       instances.\n",
        "    Args:\n",
        "        list_length (int): The number of indices that is randomly shuffled.\n",
        "    Returns:\n",
        "        array, int: A 1D array that contains the shuffled data indices.\n",
        "    \"\"\"\n",
        "\n",
        "    indices = np.arange(list_length)\n",
        "    prng = np.random.RandomState(42)\n",
        "    prng.shuffle(indices)\n",
        "\n",
        "    return indices\n",
        "\n",
        "\n",
        "def _check_consistency(zipped_file_lists, n_total_files):\n",
        "    \"\"\"A consistency check that makes sure all files could successfully be\n",
        "       found and stimuli names correspond to the ones of ground truth maps.\n",
        "    Args:\n",
        "        zipped_file_lists (tuple, str): A tuple of train and valid path names.\n",
        "        n_total_files (int): The total number of files expected in the list.\n",
        "    \"\"\"\n",
        "\n",
        "    assert len(list(zipped_file_lists)) == n_total_files, \"Files are missing\"\n",
        "\n",
        "    for file_tuple in zipped_file_lists:\n",
        "        file_names = [os.path.basename(entry) for entry in list(file_tuple)]\n",
        "        file_names = [os.path.splitext(entry)[0] for entry in file_names]\n",
        "        file_names = [entry.replace(\"_fixMap\", \"\") for entry in file_names]\n",
        "        file_names = [entry.replace(\"_fixPts\", \"\") for entry in file_names]\n",
        "\n",
        "        assert len(set(file_names)) == 1, \"File name mismatch\"\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "nZ3MvyXwb2NH"
      },
      "source": [
        "**Computing center bias density for the two datasets:**\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "w6PVxAnVb3ho",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "44f3d92f-91f8-444f-9220-a325fa6f8bf2"
      },
      "source": [
        "bandwidth = 0.0217\n",
        "regularization = 2.0e-13\n",
        "from .baseline_utils import BaselineModel , KDEGoldModel\n",
        "\n",
        "MIT_baseline = BaselineModel(mit_stimuli, mit_fixations, bandwidth=bandwidth, eps=regularization)\n",
        "Salicon_baseline = BaselineModel(salicon_stimuli_train, salicon_fixations_train, bandwidth=bandwidth, eps=regularization)\n",
        "\n",
        "image = mit_stimuli[56]\n",
        "MIT_log_baseline =MIT_baseline.log_density(image)\n",
        "print('mit baseline' , MIT_log_baseline)\n",
        "print('\\n')\n",
        "\n",
        "image = salicon_stimuli_train[18]\n",
        "SAL_log_baseline =Salicon_baseline.log_density(image)\n",
        "print('salicon baseline', SAL_log_baseline)\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "mit baseline [[-17.2150465  -17.21595815 -17.21778055 ... -23.59797709 -23.62804533\n",
            "  -23.64335387]\n",
            " [-17.21709925 -17.21800935 -17.21982865 ... -23.58510213 -23.61500474\n",
            "  -23.6302273 ]\n",
            " [-17.22112686 -17.22203391 -17.22384708 ... -23.56158707 -23.59118715\n",
            "  -23.60625268]\n",
            " ...\n",
            " [-19.71457303 -19.70959545 -19.69971585 ... -18.88426369 -18.8980179\n",
            "  -18.90511107]\n",
            " [-19.7322474  -19.72723213 -19.71727795 ... -18.88564576 -18.89942076\n",
            "  -18.90652533]\n",
            " [-19.74124313 -19.73620871 -19.72621668 ... -18.8861566  -18.89993977\n",
            "  -18.90704885]]\n",
            "\n",
            "\n",
            "salicon baseline [[-21.34211636 -21.33242133 -21.31340594 ... -20.31739044 -20.32728824\n",
            "  -20.33242482]\n",
            " [-21.30825948 -21.29861143 -21.27968232 ... -20.29628727 -20.30605881\n",
            "  -20.31112774]\n",
            " [-21.24234827 -21.23280132 -21.2140596  ... -20.25576865 -20.26530772\n",
            "  -20.27025205]\n",
            " ...\n",
            " [-21.42174826 -21.40984875 -21.38646556 ... -22.8793721  -22.91204999\n",
            "  -22.92793775]\n",
            " [-21.45074953 -21.43863991 -21.41485988 ... -22.97505829 -23.00845831\n",
            "  -23.02465336]\n",
            " [-21.46560907 -21.45338906 -21.4294006  ... -23.02705692 -23.06091193\n",
            "  -23.07730353]]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Z_WX29vUb48g"
      },
      "source": [
        "**Building the neural network architecture, and loading pretrained weights:**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "q5Dg0Pdib6T2"
      },
      "source": [
        "import os\n",
        "from scipy.ndimage.filters import gaussian_filter\n",
        "import tensorflow as tf\n",
        "from tensorflow.python.tools import freeze_graph\n",
        "from tensorflow.tools.graph_transforms import TransformGraph\n",
        "from tensorflow.python.tools.inspect_checkpoint import print_tensors_in_checkpoint_file\n",
        "\n",
        "class DeepGaze2:\n",
        "    \"\"\"The class representing deepgaze2 based on the VGG19 model. It\n",
        "       implements a definition of the computational graph, as well as\n",
        "       functions related to network training.\n",
        "    \"\"\"\n",
        "\n",
        "    def __init__(self):\n",
        "        self._output = None\n",
        "        self._mapping = {}\n",
        "\n",
        "        if config.PARAMS[\"device\"] == \"gpu\":\n",
        "            self._data_format = \"channels_first\"\n",
        "            self._channel_axis = 1\n",
        "            self._dims_axis = (2, 3)\n",
        "        elif config.PARAMS[\"device\"] == \"cpu\":\n",
        "            self._data_format = \"channels_last\"\n",
        "            self._channel_axis = 3\n",
        "            self._dims_axis = (1, 2)\n",
        "\n",
        "    def _encoder(self, images):\n",
        "        \"\"\"The encoder of the model consists of a pretrained VGG16 architecture\n",
        "           with 13 convolutional layers. All dense layers are discarded and the\n",
        "           last 3 layers are dilated at a rate of 2 to account for the omitted\n",
        "           downsampling. Finally, the activations from 3 layers are combined.\n",
        "        Args:\n",
        "            images (tensor, float32): A 4D tensor that holds the RGB image\n",
        "                                      batches used as input to the network.\n",
        "        \"\"\"\n",
        "\n",
        "        imagenet_mean = tf.constant([103.939, 116.779, 123.68])\n",
        "        imagenet_mean = tf.reshape(imagenet_mean, [1, 1, 1, 3])\n",
        "\n",
        "        images -= imagenet_mean\n",
        "\n",
        "        if self._data_format == \"channels_first\":\n",
        "            images = tf.transpose(images, (0, 3, 1, 2))\n",
        "\n",
        "        layer01 = tf.layers.conv2d(images, 64, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv1/conv1_1\")\n",
        "\n",
        "        layer02 = tf.layers.conv2d(layer01, 64, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv1/conv1_2\")\n",
        "\n",
        "        layer03 = tf.layers.max_pooling2d(layer02, 2, 2,\n",
        "                                          data_format=self._data_format)\n",
        "\n",
        "        layer04 = tf.layers.conv2d(layer03, 128, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv2/conv2_1\")\n",
        "\n",
        "        layer05 = tf.layers.conv2d(layer04, 128, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv2/conv2_2\")\n",
        "\n",
        "        layer06 = tf.layers.max_pooling2d(layer05, 2, 2,\n",
        "                                          data_format=self._data_format)\n",
        "\n",
        "        layer07 = tf.layers.conv2d(layer06, 256, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv3/conv3_1\")\n",
        "\n",
        "        layer08 = tf.layers.conv2d(layer07, 256, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv3/conv3_2\")\n",
        "\n",
        "        layer09 = tf.layers.conv2d(layer08, 256, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv3/conv3_3\")\n",
        "        \n",
        "        layer10 = tf.layers.conv2d(layer09, 256, 3,\n",
        "                          padding=\"same\",\n",
        "                          activation=tf.nn.relu,\n",
        "                          data_format=self._data_format,\n",
        "                          name=\"vgg_19/conv3/conv3_4\")\n",
        "\n",
        "        layer11 = tf.layers.max_pooling2d(layer10, 2, 2,\n",
        "                                          data_format=self._data_format)\n",
        "\n",
        "        layer12 = tf.layers.conv2d(layer11, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv4/conv4_1\")\n",
        "\n",
        "        layer13 = tf.layers.conv2d(layer12, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv4/conv4_2\")\n",
        "\n",
        "        layer14 = tf.layers.conv2d(layer13, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv4/conv4_3\")\n",
        "        \n",
        "        layer15 = tf.layers.conv2d(layer14, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=tf.nn.relu,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv4/conv4_4\")\n",
        "\n",
        "        layer16 = tf.layers.max_pooling2d(layer15, 2, 2,\n",
        "                                          padding=\"same\",\n",
        "                                          data_format=self._data_format)\n",
        "\n",
        "        layer17 = tf.layers.conv2d(layer16, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=None,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv5/conv5_1\")\n",
        "        layer18 = tf.nn.relu(layer17 ,\n",
        "                             name=\"vgg_19/conv5/relu5_1\")\n",
        "\n",
        "        layer19 = tf.layers.conv2d(layer18, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=None,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv5/conv5_2\")\n",
        "        layer20 = tf.nn.relu(layer19 ,\n",
        "                             name=\"vgg_19/conv5/relu5_2\")\n",
        "        \n",
        "        layer21 = tf.layers.conv2d(layer20, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=None,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv5/conv5_3\")\n",
        "        layer22 = tf.nn.relu(layer21 ,\n",
        "                             name=\"vgg_19/conv5/relu5_3\")\n",
        "        \n",
        "        layer23 = tf.layers.conv2d(layer22, 512, 3,\n",
        "                                   padding=\"same\",\n",
        "                                   activation=None,\n",
        "                                   data_format=self._data_format,\n",
        "                                   name=\"vgg_19/conv5/conv5_4\")\n",
        "        layer24 = tf.nn.relu(layer23 ,\n",
        "                             name=\"vgg_19/conv5/relu5_4\")\n",
        "        \n",
        "        layer25 = tf.layers.max_pooling2d(layer24, 2, 2,\n",
        "                                          padding=\"same\",\n",
        "                                          data_format=self._data_format)\n",
        "\n",
        "        shape = tf.shape(layer17)\n",
        "\n",
        "        up_layer17 = self._upsample(layer17, shape, 16)\n",
        "\n",
        "        up_layer18 = self._upsample(layer18, shape, 16)\n",
        "\n",
        "        up_layer20 = self._upsample(layer20, shape, 16)\n",
        "\n",
        "        up_layer21 = self._upsample(layer21, shape, 16)\n",
        "\n",
        "        up_layer24 = self._upsample(layer24, shape, 16)\n",
        "\n",
        "\n",
        "        encoder_output = tf.concat([up_layer17, up_layer18, up_layer20, up_layer21, up_layer24],\n",
        "                                   axis=self._channel_axis)\n",
        "\n",
        "        self._output = encoder_output\n",
        "\n",
        "\n",
        "    def _readout(self, features):\n",
        "        \"\"\"The decoder model applies a series of 3 upsampling blocks that each\n",
        "           performs bilinear upsampling followed by a 3x3 convolution to avoid\n",
        "           checkerboard artifacts in the image space. Unlike all other layers,\n",
        "           the output of the model is not modified by a ReLU.\n",
        "        Args:\n",
        "            features (tensor, float32): A 4D tensor that holds the features\n",
        "                                        produced by the vgg19 module.\n",
        "        \"\"\"\n",
        "\n",
        "        layer1 = tf.layers.conv2d(features, 16, 1,\n",
        "                                  padding=\"same\",\n",
        "                                  activation=tf.nn.relu,\n",
        "                                  data_format=self._data_format,\n",
        "                                  name=\"readout/conv1\")\n",
        "\n",
        "        layer2 = tf.layers.conv2d(layer1, 32, 1,\n",
        "                                  padding=\"same\",\n",
        "                                  activation=tf.nn.relu,\n",
        "                                  data_format=self._data_format,\n",
        "                                  name=\"readout/conv2\")\n",
        "\n",
        "        layer3 = tf.layers.conv2d(layer2, 2, 1,\n",
        "                                  padding=\"same\",\n",
        "                                  activation=tf.nn.relu,\n",
        "                                  data_format=self._data_format,\n",
        "                                  name=\"readout/conv3\")\n",
        "\n",
        "        readout_output = tf.layers.conv2d(layer3, 1, 1,\n",
        "                                          padding=\"same\",\n",
        "                                          data_format=self._data_format,\n",
        "                                          name=\"readout/conv4\")\n",
        "        \n",
        "\n",
        "        #channels_last (NHWC) to channels_first (NCHW)\n",
        "        if self._data_format == \"channels_first\":\n",
        "\n",
        "            readout_output = tf.transpose(readout_output, (0, 2, 3, 1))\n",
        "\n",
        "        self._output = readout_output\n",
        "\n",
        "    def _upsample(self, stack, shape, factor):\n",
        "        \"\"\"This function resizes the input to a desired shape via the\n",
        "           bilinear upsampling method.\n",
        "        Args:\n",
        "            stack (tensor, float32): A 4D tensor with the function input.\n",
        "            shape (tensor, int32): A 1D tensor with the reference shape.\n",
        "            factor (scalar, int): An integer denoting the upsampling factor.\n",
        "        Returns:\n",
        "            tensor, float32: A 4D tensor that holds the activations after\n",
        "                             bilinear upsampling of the input.\n",
        "        \"\"\"\n",
        "\n",
        "        if self._data_format == \"channels_first\":\n",
        "            stack = tf.transpose(stack, (0, 2, 3, 1))\n",
        "\n",
        "        stack = tf.image.resize_bilinear(stack, (shape[self._dims_axis[0]] * factor,\n",
        "                                                 shape[self._dims_axis[1]] * factor))\n",
        "\n",
        "        if self._data_format == \"channels_first\":\n",
        "            stack = tf.transpose(stack, (0, 3, 1, 2))\n",
        "\n",
        "        return stack\n",
        "\n",
        "    def _gaussian_filter(self, r_output):\n",
        "        \"\"\"Convolving with a gaussian filter to regularize the predictions\n",
        "        \"\"\"\n",
        "        x_zeros = np.zeros((21, 21))\n",
        "\n",
        "        center = int(np.floor(21 / 2.))\n",
        "\n",
        "        x_zeros[center, center] = 1\n",
        "        y = gaussian_filter(x_zeros, sigma=7)\n",
        "        min_y = np.min(y)\n",
        "        new_y = y - min_y\n",
        "        max_y = np.max(new_y)\n",
        "        y = new_y / (max_y * 1.0)\n",
        "        y = np.expand_dims(y, axis=2)\n",
        "        gauss_blur_filter = np.expand_dims(y, axis=3)\n",
        "\n",
        "        gb_filter_max = np.max(gauss_blur_filter)\n",
        "        gauss_blur_filter = gauss_blur_filter / gb_filter_max\n",
        "        gauss_blur_filter = tf.Variable(initial_value=tf.cast(gauss_blur_filter, tf.float32), trainable=True, name='gauss_blur_filter')\n",
        "\n",
        "        # apply gaussian blur\n",
        "        blurred_output= tf.nn.conv2d(tf.cast(r_output, tf.float32),\n",
        "                                              gauss_blur_filter, [1, 1, 1, 1], padding='SAME')\n",
        "\n",
        "        self._output = blurred_output \n",
        "\n",
        "    def _center_bias(self, blurred_out, center_bias):\n",
        "        \"\"\"Adding center fixation prior to the predictions\n",
        "        \"\"\"\n",
        "\n",
        "        center_bias = np.expand_dims(center_bias, axis=0)\n",
        "        center_bias = np.expand_dims(center_bias, axis=3)\n",
        "\n",
        "        blurred_out_copy = tf.identity(blurred_out)\n",
        "\n",
        "        center_bias = tf.image.resize_nearest_neighbor(center_bias, tf.shape(tf.squeeze(blurred_out_copy)))\n",
        "\n",
        "        #output_biased = tf.divide(blurred_out, center_bias)\n",
        "        output_biased = tf.add(blurred_out, center_bias)\n",
        "\n",
        "        self._output =  output_biased\n",
        " \n",
        "    def _normalize(self, maps, eps=1e-7):\n",
        "        \"\"\"This function normalizes the output values to a range\n",
        "           between 0 and 1 per saliency map.\n",
        "        Args:\n",
        "            maps (tensor, float32): A 4D tensor that holds the model output.\n",
        "            eps (scalar, float, optional): A small factor to avoid numerical\n",
        "                                           instabilities. Defaults to 1e-7.\n",
        "        \"\"\"\n",
        "\n",
        "        min_per_image = tf.reduce_min(maps, axis=(1, 2, 3), keep_dims=True)\n",
        "        maps -= min_per_image\n",
        "\n",
        "        max_per_image = tf.reduce_max(maps, axis=(1, 2, 3), keep_dims=True)\n",
        "        maps = tf.divide(maps, eps + max_per_image, name=\"output\")\n",
        "\n",
        "\n",
        "        self._output = maps\n",
        "\n",
        "            \n",
        "    def _softmax(self, maps, eps=1e-10):\n",
        "        \"\"\"This function normalizes the output values to a range\n",
        "           between 0 and 1 per saliency map, using softmax\n",
        "        Args:\n",
        "            maps (tensor, float32): A 4D tensor that holds the model output.\n",
        "            eps (scalar, float, optional): A small factor to avoid numerical\n",
        "                                           instabilities. Defaults to 1e-7.\n",
        "        \"\"\"\n",
        "        sum_maps=tf.math.reduce_sum(tf.math.exp(maps) , keepdims=True)\n",
        "\n",
        "        softmax_output =tf.divide( tf.math.exp(maps) ,  eps + sum_maps , name=\"output\")\n",
        "\n",
        "\n",
        "        self._output = softmax_output\n",
        "\n",
        "    def _pretraining(self):\n",
        "        \"\"\"The first 32 variables of the model here are based on the VGG19\n",
        "           network. Therefore, their names are matched to the ones of the\n",
        "           pretrained VGG19 checkpoint for correct initialization.\n",
        "        \"\"\"#tf.get_variable_scope().set_use_resource(True)\n",
        "\n",
        "        for var in tf.global_variables()[:32]:\n",
        "            key = var.name\n",
        "            #key = var.name.split(\"/\", 1)[1]\n",
        "            key = key.replace(\"kernel:0\", \"weights\")\n",
        "            key = key.replace(\"bias:0\", \"biases\")\n",
        "            #print(key)\n",
        "            self._mapping[key] = var\n",
        "\n",
        "    def forward(self, images, center_bias):\n",
        "        \"\"\"Public method to forward RGB images through the whole network\n",
        "           architecture and retrieve the resulting output.\n",
        "        Args:\n",
        "            images (tensor, float32): A 4D tensor that holds the values of the\n",
        "                                      raw input images.\n",
        "        Returns:\n",
        "            tensor, float32: A 4D tensor that holds the values of the\n",
        "                             predicted saliency maps.\n",
        "        \"\"\" \n",
        "        self._encoder(images)\n",
        "        self._readout(self._output)\n",
        "        #self._gaussian_filter(self._output)\n",
        "        #self._center_bias(self._output, center_bias)\n",
        "        #self._softmax(self._output)\n",
        "        self._normalize(self._output)\n",
        "\n",
        "\n",
        "        return self._output\n",
        "\n",
        "\n",
        "    def train(self, ground_truth_map, predicted_maps, learning_rate, loss_f): #x, y, loss_f):\n",
        "        \"\"\"Public method to define the loss function and optimization\n",
        "           algorithm for training the model.\n",
        "        Args:\n",
        "            ground_truth (tensor, float32): A 4D tensor with the ground truth.\n",
        "            predicted_maps (tensor, float32): A 4D tensor with the predictions.\n",
        "            learning_rate (scalar, float): Defines the learning rate.\n",
        "        Returns:\n",
        "            object: The optimizer element used to train the model.\n",
        "            tensor, float32: A 0D tensor that holds the averaged error.\n",
        "        \"\"\"\n",
        "        if loss_f=='kld':\n",
        "          error = loss.kld(ground_truth_map, predicted_maps)\n",
        "\n",
        "        #elif loss_f=='logl':\n",
        "          #error = loss.log_likelihoods( x , y , 'train', predicted_maps)\n",
        "\n",
        "        optimizer = tf.train.AdamOptimizer(learning_rate)\n",
        "        optimizer = optimizer.minimize(error)\n",
        "\n",
        "        return optimizer, error\n",
        "\n",
        "\n",
        "    def save(self, saver, sess, dataset, path, device):\n",
        "        \"\"\"This saves a model checkpoint to disk and creates\n",
        "           the folder if it doesn't exist yet.\n",
        "        Args:\n",
        "            saver (object): An object for saving the model.\n",
        "            sess (object): The current TF training session.\n",
        "            path (str): The path used for saving the model.\n",
        "            device (str): Represents either \"cpu\" or \"gpu\".\n",
        "        \"\"\"\n",
        "\n",
        "        os.makedirs(path, exist_ok=True)\n",
        "\n",
        "        saver.save(sess, path + \"model_%s_%s.ckpt\" % (dataset, device),\n",
        "                   write_meta_graph=False, write_state=False)\n",
        "\n",
        "    def restore(self, sess, dataset, paths, device):\n",
        "        \"\"\"This function allows continued training from a prior checkpoint and\n",
        "           training from scratch with the pretrained VGG16 weights. In case the\n",
        "           dataset is either CAT2000 or MIT1003, a prior checkpoint based on\n",
        "           the SALICON dataset is required.\n",
        "        Args:\n",
        "            sess (object): The current TF training session.\n",
        "            dataset ([type]): The dataset used for training.\n",
        "            paths (dict, str): A dictionary with all path elements.\n",
        "            device (str): Represents either \"cpu\" or \"gpu\".\n",
        "        Returns:\n",
        "            object: A saver object for saving the model.\n",
        "        \"\"\"\n",
        "\n",
        "        model_name = \"model_%s_%s\" % (dataset, device)\n",
        "        salicon_name = \"model_salicon_%s\" % device\n",
        "        vgg19_name = \"vgg19_normalized\"\n",
        "\n",
        "        ext1 = \".ckpt.data-00000-of-00001\"\n",
        "        ext2 = \".ckpt.index\"\n",
        "\n",
        "        saver = tf.train.Saver()\n",
        "\n",
        "        if os.path.isfile(paths[\"latest\"] + model_name + ext1) and \\\n",
        "           os.path.isfile(paths[\"latest\"] + model_name + ext2):\n",
        "            saver.restore(sess, paths[\"latest\"] + model_name + \".ckpt\")\n",
        "        elif dataset in (\"mit1003\", \"cat2000\", \"dutomron\",\n",
        "                         \"pascals\", \"osie\", \"fiwi\"):\n",
        "            if os.path.isfile(paths[\"best\"] + salicon_name + ext1) and \\\n",
        "               os.path.isfile(paths[\"best\"] + salicon_name + ext2):\n",
        "                saver.restore(sess, paths[\"best\"] + salicon_name + \".ckpt\")\n",
        "            else:\n",
        "                raise FileNotFoundError(\"Train model on SALICON first\")\n",
        "        else:\n",
        "\n",
        "            self._pretraining()\n",
        "            \n",
        "            loader = tf.train.Saver(self._mapping)            \n",
        "            #print_tensors_in_checkpoint_file(file_name=paths[\"weights\"] + vgg19_name , tensor_name='', all_tensors=True)\n",
        "            loader.restore(sess, paths[\"weights\"] + vgg19_name )\n",
        "\n",
        "            \n",
        "        return saver\n",
        "\n",
        "    def optimize(self, sess, dataset, path, device):\n",
        "        \"\"\"The best performing model is frozen, optimized for inference\n",
        "           by removing unneeded training operations, and written to disk.\n",
        "        Args:\n",
        "            sess (object): The current TF training session.\n",
        "            path (str): The path used for saving the model.\n",
        "            device (str): Represents either \"cpu\" or \"gpu\".\n",
        "        \"\"\"\n",
        "\n",
        "        model_name = \"model_%s_%s\" % (dataset, device)\n",
        "        model_path = path + model_name\n",
        "\n",
        "        tf.train.write_graph(sess.graph.as_graph_def(),\n",
        "                             path, model_name + \".pbtxt\")\n",
        "\n",
        "        freeze_graph.freeze_graph(model_path + \".pbtxt\", \"\", False,\n",
        "                                  model_path + \".ckpt\", \"output\",\n",
        "                                  \"save/restore_all\", \"save/Const:0\",\n",
        "                                  model_path + \".pb\", True, \"\")\n",
        "\n",
        "\n",
        "        os.remove(model_path + \".pbtxt\")\n",
        "\n",
        "        graph_def = tf.GraphDef()\n",
        "\n",
        "        with tf.gfile.Open(model_path + \".pb\", \"rb\") as file:\n",
        "            graph_def.ParseFromString(file.read())\n",
        "\n",
        "        transforms = [\"remove_nodes(op=Identity)\",\n",
        "                      \"merge_duplicate_nodes\",\n",
        "                      \"strip_unused_nodes\",\n",
        "                      \"fold_constants(ignore_errors=true)\"]\n",
        "\n",
        "        optimized_graph_def = TransformGraph(graph_def,\n",
        "                                             [\"input\"],\n",
        "                                             [\"output\"],\n",
        "                                             transforms)\n",
        "\n",
        "        tf.train.write_graph(optimized_graph_def,\n",
        "                             logdir=path,\n",
        "                             as_text=False,\n",
        "                             name=model_name + \".pb\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8vRb63cgb-4J"
      },
      "source": [
        "**Print the training history and progress of the model:**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "njhMGlgjb6Sp"
      },
      "source": [
        "import os\n",
        "import time\n",
        "from datetime import timedelta\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import matplotlib.ticker as plticker\n",
        "import numpy as np\n",
        "\n",
        "\n",
        "class History:\n",
        "    \"\"\"This class represents the training history of a model. It can load the\n",
        "       prior history when training continues, keeps track of the training and\n",
        "       validation error, and finally plots them as a curve after each epoch.\n",
        "    \"\"\"\n",
        "\n",
        "    def __init__(self, n_train_batches, n_valid_batches,\n",
        "                 dataset, path, device):\n",
        "        self.train_history = []\n",
        "        self.valid_history = []\n",
        "\n",
        "        self._prior_epochs = 0\n",
        "\n",
        "        self._train_error = 0\n",
        "        self._valid_error = 0\n",
        "\n",
        "        self._n_train_batches = n_train_batches\n",
        "        self._n_valid_batches = n_valid_batches\n",
        "\n",
        "        self._path = path\n",
        "        self._id = (dataset, device)\n",
        "\n",
        "        self._get_prior_history()\n",
        "\n",
        "    def _get_prior_history(self):\n",
        "        if os.path.isfile(self._path + \"train_%s_%s.txt\" % self._id):\n",
        "            with open(self._path + \"train_%s_%s.txt\" % self._id, \"r\") as file:\n",
        "                for line in file.readlines():\n",
        "                    self.train_history.append(float(line))\n",
        "\n",
        "        if os.path.isfile(self._path + \"valid_%s_%s.txt\" % self._id):\n",
        "            with open(self._path + \"valid_%s_%s.txt\" % self._id, \"r\") as file:\n",
        "                for line in file.readlines():\n",
        "                    self.valid_history.append(float(line))\n",
        "\n",
        "        self.prior_epochs = len(self.train_history)\n",
        "\n",
        "    def update_train_step(self, train_error):\n",
        "        self._train_error += train_error\n",
        "\n",
        "    def update_valid_step(self, valid_error):\n",
        "        self._valid_error += valid_error\n",
        "\n",
        "    def get_mean_train_error(self, reset=True):\n",
        "        mean_train_error = self._train_error / self._n_train_batches\n",
        "\n",
        "        if reset:\n",
        "            self._train_error = 0\n",
        "\n",
        "        return mean_train_error\n",
        "\n",
        "    def get_mean_valid_error(self, reset=True):\n",
        "        mean_valid_error = self._valid_error / self._n_valid_batches\n",
        "\n",
        "        if reset:\n",
        "            self._valid_error = 0\n",
        "\n",
        "        return mean_valid_error\n",
        "\n",
        "    def save_history(self):\n",
        "        mean_train_loss = self.get_mean_train_error(False)\n",
        "        mean_valid_loss = self.get_mean_valid_error(False)\n",
        "\n",
        "        self.train_history.append(mean_train_loss)\n",
        "        self.valid_history.append(mean_valid_loss)\n",
        "\n",
        "        os.makedirs(self._path, exist_ok=True)\n",
        "\n",
        "        with open(self._path + \"train_%s_%s.txt\" % self._id, \"a\") as file:\n",
        "            file.write(\"%f\\n\" % self.train_history[-1])\n",
        "\n",
        "        with open(self._path + \"valid_%s_%s.txt\" % self._id, \"a\") as file:\n",
        "            file.write(\"%f\\n\" % self.valid_history[-1])\n",
        "\n",
        "        if len(self.train_history) > 1:\n",
        "            axes = plt.figure().gca()\n",
        "\n",
        "            x_range = np.arange(1, len(self.train_history) + 1)\n",
        "\n",
        "            plt.plot(x_range, self.train_history, label=\"train\", linewidth=2)\n",
        "            plt.plot(x_range, self.valid_history, label=\"valid\", linewidth=2)\n",
        "\n",
        "            plt.legend()\n",
        "            plt.xlabel(\"epochs\")\n",
        "            plt.ylabel(\"error\")\n",
        "\n",
        "            locations = plticker.MultipleLocator(base=1.0)\n",
        "            axes.xaxis.set_major_locator(locations)\n",
        "\n",
        "            plt.savefig(self._path + \"curve_%s_%s.png\" % self._id)\n",
        "            plt.close()\n",
        "\n",
        "\n",
        "class Progbar:\n",
        "    \"\"\"This class represents a progress bar for the terminal that visualizes\n",
        "       the training progress for each epoch, estimated time of accomplishment,\n",
        "       and then summarizes the training and validation loss together with the\n",
        "       elapsed time.\n",
        "    \"\"\"\n",
        "\n",
        "    def __init__(self, n_train_data, n_train_batches,\n",
        "                 batch_size, n_epochs, prior_epochs):\n",
        "        self._train_time = 0\n",
        "        self._valid_time = 0\n",
        "\n",
        "        self._start_time = time.time()\n",
        "\n",
        "        self._batch_size = batch_size\n",
        "\n",
        "        self._n_train_data = n_train_data\n",
        "        self._n_train_batches = n_train_batches\n",
        "\n",
        "        self._target_epoch = str(n_epochs + prior_epochs).zfill(2)\n",
        "        self._current_epoch = str(prior_epochs + 1).zfill(2)\n",
        "\n",
        "    def _flush(self):\n",
        "        self._train_time = 0\n",
        "        self._valid_time = 0\n",
        "\n",
        "        self._start_time = time.time()\n",
        "\n",
        "        current_epoch_int = int(self._current_epoch) + 1\n",
        "        self._current_epoch = str(current_epoch_int).zfill(2)\n",
        "\n",
        "    def update_train_step(self, current_batch):\n",
        "        current_batch += 1\n",
        "\n",
        "        self._train_time = time.time() - self._start_time\n",
        "        batch_train_time = self._train_time / current_batch\n",
        "\n",
        "        eta = (self._n_train_batches - current_batch) * batch_train_time\n",
        "        eta = str(timedelta(seconds=np.ceil(eta)))\n",
        "\n",
        "        progress_line = \"=\" * (20 * current_batch // self._n_train_batches)\n",
        "\n",
        "        current_instance = current_batch * self._batch_size\n",
        "        current_instance = np.clip(current_instance, 0, self._n_train_data)\n",
        "\n",
        "        progress_frac = \"%i/%i\" % (current_instance, self._n_train_data)\n",
        "\n",
        "        information = (self._current_epoch, self._target_epoch,\n",
        "                       progress_line, progress_frac, eta)\n",
        "\n",
        "        progbar_output = \"Epoch %s/%s [%-20s] %s (ETA: %s)\" % information\n",
        "\n",
        "        print(progbar_output, end=\"\\r\", flush=True)\n",
        "\n",
        "    def update_valid_step(self):\n",
        "        self._valid_time = time.time() - self._start_time - self._train_time\n",
        "\n",
        "    def write_summary(self, mean_train_loss, mean_valid_loss):\n",
        "        train_time = str(timedelta(seconds=np.ceil(self._train_time)))\n",
        "        valid_time = str(timedelta(seconds=np.ceil(self._valid_time)))\n",
        "\n",
        "        train_information = (mean_train_loss, train_time)\n",
        "        valid_information = (mean_valid_loss, valid_time)\n",
        "\n",
        "        train_output = \"\\n\\tTrain loss: %.6f (%s)\" % train_information\n",
        "        valid_output = \"\\tValid loss: %.6f (%s)\" % valid_information\n",
        "\n",
        "        print(train_output, flush=True)\n",
        "        print(valid_output, flush=True)\n",
        "\n",
        "        self._flush()\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Km_MZlNPcDap"
      },
      "source": [
        "**Defining the Loss Function:**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "O2fshPFXcEwb"
      },
      "source": [
        "class loss():\n",
        "\n",
        "  def kld(y_true, y_pred, eps=1e-7):\n",
        "      \"\"\"This function computes the Kullback-Leibler divergence between ground\n",
        "        truth saliency maps and their predictions. Values are first divided by\n",
        "        their sum for each image to yield a distribution that adds to 1.\n",
        "      Args:\n",
        "          y_true (tensor, float32): A 4d tensor that holds the ground truth\n",
        "                                    saliency maps with values between 0 and 255.\n",
        "          y_pred (tensor, float32): A 4d tensor that holds the predicted saliency\n",
        "                                    maps with values between 0 and 1.\n",
        "          eps (scalar, float, optional): A small factor to avoid numerical\n",
        "                                        instabilities. Defaults to 1e-7.\n",
        "      Returns:\n",
        "          tensor, float32: A 0D tensor that holds the averaged error.\n",
        "      \"\"\"\n",
        "\n",
        "      sum_per_image = tf.reduce_sum(y_true, axis=(1, 2, 3), keep_dims=True)\n",
        "      y_true /= eps + sum_per_image\n",
        "\n",
        "      sum_per_image = tf.reduce_sum(y_pred, axis=(1, 2, 3), keep_dims=True)\n",
        "      y_pred /= eps + sum_per_image\n",
        "\n",
        "      loss = y_true * tf.log(eps + y_true / (eps + y_pred))\n",
        "      loss = tf.reduce_mean(tf.reduce_sum(loss, axis=(1, 2, 3)))\n",
        "\n",
        "      return loss\n",
        "\n",
        "  def log_likelihoods(x ,y , mode, predicted_maps, verbose=False):     \n",
        "\n",
        "      loss = -(tf.reduce_sum(tf.log(tf.gather(tf.squeeze(predicted_maps),(y,x)))))/len(x)\n",
        "\n",
        "      return loss"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OhwDLNalcGNE"
      },
      "source": [
        "**Training and Testing the model on Salicon:**\n",
        "\n",
        "ATTENTION: Please First Train the model for at least 2 epochs and then test the model."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "DR1OMCofcHVU",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 555
        },
        "outputId": "46a5be5e-83f0-4ba8-b1ed-cd5642fa9b09"
      },
      "source": [
        "import argparse\n",
        "import os\n",
        "\n",
        "import numpy as np\n",
        "\n",
        "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"2\"\n",
        "tf.logging.set_verbosity(tf.logging.ERROR)\n",
        "\n",
        "\n",
        "def define_paths(current_path):\n",
        "    \"\"\"A helper function to define all relevant path elements for the\n",
        "       locations of data, weights, and the results from either training\n",
        "       or testing a model.\n",
        "    Args:\n",
        "        current_path (str): The path string of this script.\n",
        "        args (object): A namespace object with values from command line.\n",
        "    Returns:\n",
        "        dict: A dictionary with all path elements.\n",
        "    \"\"\"\n",
        "\n",
        "    data_path = current_path + \"/\"\n",
        "    results_path =  current_path + \"/results/\"\n",
        "    weights_path = current_path + \"/weights/\"\n",
        "\n",
        "    history_path = results_path + \"history/\"\n",
        "    images_path = results_path + \"images/\"\n",
        "    ckpts_path = results_path + \"ckpts/\"\n",
        "\n",
        "    best_path = ckpts_path + \"best/\"\n",
        "    latest_path = ckpts_path + \"latest/\"\n",
        "\n",
        "    paths = {\n",
        "        \"data\": data_path,\n",
        "        \"history\": history_path,\n",
        "        \"images\": images_path,\n",
        "        \"best\": best_path,\n",
        "        \"latest\": latest_path,\n",
        "        \"weights\": weights_path\n",
        "    }\n",
        "\n",
        "    return paths\n",
        "\n",
        "\n",
        "def train_model(dataset, paths, device, center_bias_filter, loss_f):\n",
        "    \"\"\"The main function for executing network training. It loads the specified\n",
        "       dataset iterator, saliency model, and helper classes. Training is then\n",
        "       performed in a new session by iterating over all batches for a number of\n",
        "       epochs. After validation on an independent set, the model is saved and\n",
        "       the training history is updated.\n",
        "    Args:\n",
        "        dataset (str): Denotes the dataset to be used during training.\n",
        "        paths (dict, str): A dictionary with all path elements.\n",
        "        device (str): Represents either \"cpu\" or \"gpu\".\n",
        "    \"\"\"\n",
        "\n",
        "    iterator = get_dataset_iterator(\"train\", dataset, paths[\"data\"])\n",
        "\n",
        "    \n",
        "\n",
        "    next_element, train_init_op, valid_init_op = iterator\n",
        "\n",
        "\n",
        "    #input_images, ground_truth_maps,  x_train, y_train = next_element[:2]\n",
        "    input_images, ground_truth_maps = next_element[:2]\n",
        "\n",
        "    input_plhd = tf.placeholder_with_default(input_images,\n",
        "                                             (None, None, None, 3),\n",
        "                                             name=\"input\")\n",
        "    deepgaze2 = DeepGaze2()\n",
        "\n",
        "    \n",
        "    predicted_maps = deepgaze2.forward(input_plhd,center_bias_filter)\n",
        "\n",
        "    #params1 = tf.convert_to_tensor(salicon_fixations_array_x)\n",
        "    #params2 = tf.convert_to_tensor(salicon_fixations_array_y)\n",
        "\n",
        "    #y_train = tf.gather(params1, indices)\n",
        "    #x_train = tf.gather(params2, indices)\n",
        "\n",
        "    #l = tf.convert_to_tensor(np.asarray(salicon_fixations_array_y)[np.asarray(indices])\n",
        "    #                      , salicon_fixations_array_y\n",
        "\n",
        "    optimizer, loss = deepgaze2.train(ground_truth_maps, predicted_maps,\n",
        "                                    config.PARAMS[\"learning_rate\"], loss_f)\n",
        "\n",
        "    #x_valid = tf.convert_to_tensor(((salicon_fixations_train[salicon_fixations_train.n == np.asarray(indices)]).x).astype('int'))\n",
        "    #y_valid = tf.convert_to_tensor(((salicon_fixations_train[salicon_fixations_train.n == np.asarray(indices)]).y).astype('int'))  \n",
        "        \n",
        "    n_train_data = eval(dataset.upper()).n_train\n",
        "    n_valid_data = eval(dataset.upper()).n_valid\n",
        "\n",
        "    n_train_batches = int(np.ceil(n_train_data / config.PARAMS[\"batch_size\"]))\n",
        "    n_valid_batches = int(np.ceil(n_valid_data / config.PARAMS[\"batch_size\"]))\n",
        "\n",
        "    history = History(n_train_batches,\n",
        "                            n_valid_batches,\n",
        "                            dataset,\n",
        "                            paths[\"history\"],\n",
        "                            device)\n",
        "\n",
        "    progbar = Progbar(n_train_data,\n",
        "                            n_train_batches,\n",
        "                            config.PARAMS[\"batch_size\"],\n",
        "                            config.PARAMS[\"n_epochs\"],\n",
        "                            history.prior_epochs)\n",
        "\n",
        "    with tf.Session() as sess:\n",
        "        sess.run(tf.global_variables_initializer())\n",
        "        saver = deepgaze2.restore(sess, dataset, paths, device)\n",
        "\n",
        "        print(\">> Start training on %s...\" % dataset.upper())\n",
        "\n",
        "        for epoch in range(config.PARAMS[\"n_epochs\"]):\n",
        "            sess.run(train_init_op)\n",
        "\n",
        "            for batch in range(n_train_batches):\n",
        "                _, error = sess.run([optimizer, loss])\n",
        "\n",
        "                #print(sess.run(indices))\n",
        "                #print(sess.run(l))\n",
        "\n",
        "                history.update_train_step(error)\n",
        "                progbar.update_train_step(batch)\n",
        "\n",
        "            sess.run(valid_init_op)\n",
        "\n",
        "            for batch in range(n_valid_batches):\n",
        "                \n",
        "\n",
        "                error = sess.run(loss)\n",
        "\n",
        "                history.update_valid_step(error)\n",
        "                progbar.update_valid_step()\n",
        "\n",
        "            deepgaze2.save(saver, sess, dataset, paths[\"latest\"], device)\n",
        "\n",
        "            history.save_history()\n",
        "\n",
        "            progbar.write_summary(history.get_mean_train_error(),\n",
        "                                  history.get_mean_valid_error())\n",
        "\n",
        "            if history.valid_history[-1] == min(history.valid_history):\n",
        "                deepgaze2.save(saver, sess, dataset, paths[\"best\"], device)\n",
        "                deepgaze2.save(saver, sess, dataset, paths[\"best\"], device)\n",
        "                deepgaze2.optimize(sess, dataset, paths[\"best\"], device)\n",
        "\n",
        "                print(\"\\tBest model!\", flush=True)\n",
        "\n",
        "\n",
        "def test_model(dataset, paths, device):\n",
        "    \"\"\"The main function for executing network testing. It loads the specified\n",
        "       dataset iterator and optimized saliency model. By default, when no model\n",
        "       checkpoint is found locally, the pretrained weights will be downloaded.\n",
        "       Testing only works for models trained on the same device as specified in\n",
        "       the config file.\n",
        "    Args:\n",
        "        dataset (str): Denotes the dataset that was used during training.\n",
        "        paths (dict, str): A dictionary with all path elements.\n",
        "        device (str): Represents either \"cpu\" or \"gpu\".\n",
        "    \"\"\"\n",
        "\n",
        "    iterator = get_dataset_iterator(\"test\", dataset, paths[\"data\"])\n",
        "\n",
        "    next_element, init_op = iterator\n",
        "\n",
        "    input_images, original_shape, file_path = next_element\n",
        "\n",
        "    graph_def = tf.GraphDef()\n",
        "\n",
        "    model_name = \"model_%s_%s.pb\" % (dataset, device)\n",
        "\n",
        "    if os.path.isfile(paths[\"best\"] + model_name):\n",
        "        with tf.gfile.Open(paths[\"best\"] + model_name, \"rb\") as file:\n",
        "            graph_def.ParseFromString(file.read())\n",
        "\n",
        "\n",
        "        with tf.gfile.Open(paths[\"weights\"] + model_name, \"rb\") as file:\n",
        "            graph_def.ParseFromString(file.read())\n",
        "\n",
        "    [predicted_maps] = tf.import_graph_def(graph_def,\n",
        "                                           input_map={\"input\": input_images},\n",
        "                                           return_elements=[\"output:0\"])\n",
        "\n",
        "    jpeg = postprocess_saliency_map(predicted_maps[0],\n",
        "                                         original_shape[0])\n",
        "\n",
        "    print(\">> Start testing with %s %s model...\" % (dataset.upper(), device))\n",
        "\n",
        "    with tf.Session() as sess:\n",
        "        sess.run(init_op)\n",
        "\n",
        "        while True:\n",
        "            try:\n",
        "                output_file, path = sess.run([jpeg, file_path])\n",
        "            except tf.errors.OutOfRangeError:\n",
        "                break\n",
        "\n",
        "            path = path[0][0].decode(\"utf-8\")\n",
        "\n",
        "            filename = os.path.basename(path)\n",
        "            filename = os.path.splitext(filename)[0]\n",
        "            filename += \".jpeg\"\n",
        "\n",
        "            os.makedirs(paths[\"images\"], exist_ok=True)\n",
        "\n",
        "            with open(paths[\"images\"] + filename, \"wb\") as file:\n",
        "                file.write(output_file)\n",
        "\n",
        "\n",
        "def main():\n",
        "    \"\"\"The main function reads the command line arguments, invokes the\n",
        "       creation of appropriate path variables, and starts the training\n",
        "       or testing procedure for a model.\n",
        "    \"\"\"\n",
        "\n",
        "    phases_list = [\"train\", \"test\"]\n",
        "    datasets_list = [\"salicon\", \"mit1003\"]\n",
        "\n",
        "\n",
        "    phase = input('Do you want to train or test? (enter train/test)')\n",
        "\n",
        "    dataset = input('Which dataset do you want to use? (enter salicon/mit1003) ')\n",
        "   \n",
        "    loss_f = 'kld'\n",
        "    current_path = \"/content\"\n",
        "    \n",
        "    #default_data_path = current_path + \"data\"\n",
        "\n",
        "    paths = define_paths(current_path)\n",
        "\n",
        "    tf.reset_default_graph() \n",
        "\n",
        "    # compute center bias filter\n",
        "    center_bias_filter = MIT_log_baseline.astype('float32')\n",
        "\n",
        "    if phase =='train':\n",
        "\n",
        "      train_model(dataset, paths, config.PARAMS[\"device\"] , center_bias_filter, loss_f)\n",
        "\n",
        "    else: \n",
        "      test_model(dataset, paths, config.PARAMS[\"device\"])\n",
        "\n",
        "if __name__ == \"__main__\":\n",
        "    \n",
        "    main()"
      ],
      "execution_count": 32,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Do you want to train or test? (enter train/test)train\n",
            "Which dataset do you want to use? (enter salicon/mit1003) salicon\n",
            "<DatasetV1Adapter shapes: ((?, ?, ?, 3), (?, ?, ?, 1), (?, 2), ((?,), (?,))), types: (tf.float32, tf.float32, tf.int32, (tf.string, tf.string))>\n",
            ">> Start training on SALICON...\n",
            "\n",
            "\tTrain loss: 0.307299 (0:48:31)\n",
            "\tValid loss: 0.895291 (0:01:48)\n",
            "\tBest model!\n",
            "\n",
            "\tTrain loss: 0.251487 (0:48:32)\n",
            "\tValid loss: 0.865506 (0:01:48)\n",
            "\tBest model!\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "error",
          "ename": "KeyboardInterrupt",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-32-93d202d765c6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m    243\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m__name__\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"__main__\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    244\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 245\u001b[0;31m     \u001b[0mmain\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m<ipython-input-32-93d202d765c6>\u001b[0m in \u001b[0;36mmain\u001b[0;34m()\u001b[0m\n\u001b[1;32m    236\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mphase\u001b[0m \u001b[0;34m==\u001b[0m\u001b[0;34m'train'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    237\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 238\u001b[0;31m       \u001b[0mtrain_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdataset\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpaths\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconfig\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mPARAMS\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"device\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m,\u001b[0m \u001b[0mcenter_bias_filter\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mloss_f\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    239\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    240\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m<ipython-input-32-93d202d765c6>\u001b[0m in \u001b[0;36mtrain_model\u001b[0;34m(dataset, paths, device, center_bias_filter, loss_f)\u001b[0m\n\u001b[1;32m    115\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    116\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0mbatch\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mn_train_batches\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 117\u001b[0;31m                 \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merror\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msess\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0moptimizer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mloss\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    118\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    119\u001b[0m                 \u001b[0;31m#print(sess.run(indices))\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m    927\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    928\u001b[0m       result = self._run(None, fetches, feed_dict, options_ptr,\n\u001b[0;32m--> 929\u001b[0;31m                          run_metadata_ptr)\n\u001b[0m\u001b[1;32m    930\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mrun_metadata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    931\u001b[0m         \u001b[0mproto_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtf_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTF_GetBuffer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrun_metadata_ptr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_run\u001b[0;34m(self, handle, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1150\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mfinal_fetches\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mfinal_targets\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mhandle\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mfeed_dict_tensor\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1151\u001b[0m       results = self._do_run(handle, final_targets, final_fetches,\n\u001b[0;32m-> 1152\u001b[0;31m                              feed_dict_tensor, options, run_metadata)\n\u001b[0m\u001b[1;32m   1153\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1154\u001b[0m       \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_do_run\u001b[0;34m(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1326\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mhandle\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1327\u001b[0m       return self._do_call(_run_fn, feeds, fetches, targets, options,\n\u001b[0;32m-> 1328\u001b[0;31m                            run_metadata)\n\u001b[0m\u001b[1;32m   1329\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1330\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_do_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_prun_fn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhandle\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeeds\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetches\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_do_call\u001b[0;34m(self, fn, *args)\u001b[0m\n\u001b[1;32m   1332\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_do_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1333\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1334\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1335\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0merrors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mOpError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1336\u001b[0m       \u001b[0mmessage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcompat\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mas_text\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_run_fn\u001b[0;34m(feed_dict, fetch_list, target_list, options, run_metadata)\u001b[0m\n\u001b[1;32m   1317\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_extend_graph\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1318\u001b[0m       return self._call_tf_sessionrun(\n\u001b[0;32m-> 1319\u001b[0;31m           options, feed_dict, fetch_list, target_list, run_metadata)\n\u001b[0m\u001b[1;32m   1320\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1321\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_prun_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhandle\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetch_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_call_tf_sessionrun\u001b[0;34m(self, options, feed_dict, fetch_list, target_list, run_metadata)\u001b[0m\n\u001b[1;32m   1405\u001b[0m     return tf_session.TF_SessionRun_wrapper(\n\u001b[1;32m   1406\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_session\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetch_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtarget_list\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1407\u001b[0;31m         run_metadata)\n\u001b[0m\u001b[1;32m   1408\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1409\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_call_tf_sessionprun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhandle\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetch_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ]
    }
  ]
}