colab_demo_BMT.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "colab_demo_BMT.ipynb",
      "provenance": [],
      "machine_shape": "hm"
    },
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.9.6"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HHJGj1Lv9xxr"
      },
      "source": [
        "\n",
        "<img src=\"https://github.com/v-iashin/v-iashin.github.io/raw/master/images/bmt/bi_modal_transformer.svg\" alt=\"Bi-Modal Transformer with Proposal Generator\" width=\"900\">\n",
        "\n",
        "\n",
        "# Dense Video Captioning with Bi-modal Transformer\n",
        "[Project Page](https://v-iashin.github.io/bmt) • [ArXiv](https://arxiv.org/abs/2005.08271) • [BMVC Page](https://www.bmvc2020-conference.com/conference/papers/paper_0111.html) • [Presentation](https://www.youtube.com/watch?v=C4zYVIqGDVQ)\n",
        "\n",
        "This notebook accompanies the [source code](https://github.com/v-iashin/BMT) of the paper: \n",
        "_A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer_ (BMVC 2020).\n",
        "\n",
        "It is designed to run the custom video prediction demo on [Google Colab](https://colab.research.google.com) with GPU. \n",
        "Running the notebook on the basic Google Colab version from scratch will take around 30 minutes including downloading model checkpoints and installing environments.\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "mY9WQfMp-Wn6"
      },
      "source": [
        "## Cloning the Repository"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8hDJyJNKV7QK",
        "outputId": "f6b42a2c-a8e8-438b-c64a-aa8465311613",
        "collapsed": true
      },
      "source": [
        "!git clone --recursive https://github.com/v-iashin/BMT.git\n",
        "%cd BMT/"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'BMT'...\n",
            "remote: Enumerating objects: 179, done.\u001b[K\n",
            "remote: Counting objects: 100% (53/53), done.\u001b[K\n",
            "remote: Compressing objects: 100% (18/18), done.\u001b[K\n",
            "remote: Total 179 (delta 40), reused 37 (delta 35), pack-reused 126\u001b[K\n",
            "Receiving objects: 100% (179/179), 12.85 MiB | 13.19 MiB/s, done.\n",
            "Resolving deltas: 100% (76/76), done.\n",
            "Submodule 'submodules/pycocoevalcap' (https://github.com/salaniz/pycocoevalcap.git) registered for path 'submodules/pycocoevalcap'\n",
            "Submodule 'submodules/video_features' (https://github.com/v-iashin/video_features.git) registered for path 'submodules/video_features'\n",
            "Cloning into '/content/BMT/submodules/pycocoevalcap'...\n",
            "remote: Enumerating objects: 821, done.        \n",
            "remote: Counting objects: 100% (24/24), done.        \n",
            "remote: Compressing objects: 100% (20/20), done.        \n",
            "remote: Total 821 (delta 5), reused 18 (delta 4), pack-reused 797        \n",
            "Receiving objects: 100% (821/821), 130.06 MiB | 15.61 MiB/s, done.\n",
            "Resolving deltas: 100% (424/424), done.\n",
            "Cloning into '/content/BMT/submodules/video_features'...\n",
            "remote: Enumerating objects: 1299, done.        \n",
            "remote: Counting objects: 100% (420/420), done.        \n",
            "remote: Compressing objects: 100% (189/189), done.        \n",
            "remote: Total 1299 (delta 264), reused 322 (delta 215), pack-reused 879        \n",
            "Receiving objects: 100% (1299/1299), 288.63 MiB | 18.33 MiB/s, done.\n",
            "Resolving deltas: 100% (671/671), done.\n",
            "Submodule path 'submodules/pycocoevalcap': checked out 'ca1b05fa0e99f86de2259f87d43c72b322523731'\n",
            "Submodule path 'submodules/video_features': checked out '662ec51caf591e76724237f0454bdf7735a8dcb1'\n",
            "/content/BMT\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "2slyvAsL-I6X"
      },
      "source": [
        "## Installing Environments\n",
        "Since feature extraction and the captioning model rely on different Python environments, we use consider `conda` as the easiest solution here. \n",
        "Unfortunately, Google Colab does not support `conda` natively.\n",
        "To this end, we need to do a few tricks."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "kyaQ13s4PZNl"
      },
      "source": [
        "First, let's install Miniconda and tweak Python import context"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "audwYM3BPZNl",
        "outputId": "eaa3de9d-9771-4a85-fb65-e3c07fad3c36",
        "collapsed": true
      },
      "source": [
        "!wget https://repo.anaconda.com/miniconda/Miniconda3-py37_23.1.0-1-Linux-x86_64.sh -q --show-progress\n",
        "!bash ./Miniconda3-py37_23.1.0-1-Linux-x86_64.sh -b -f -p /usr/local"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Miniconda3-py37_23. 100%[===================>]  86.46M  90.9MB/s    in 1.0s    \n",
            "PREFIX=/usr/local\n",
            "Unpacking payload ...\n",
            "                                                                                             \n",
            "Installing base environment...\n",
            "\n",
            "\n",
            "Downloading and Extracting Packages\n",
            "\n",
            "\n",
            "Downloading and Extracting Packages\n",
            "\n",
            "Preparing transaction: - \b\b\\ \b\b| \b\b/ \b\bdone\n",
            "Executing transaction: \\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\bdone\n",
            "installation finished.\n",
            "WARNING:\n",
            "    You currently have a PYTHONPATH environment variable set. This may cause\n",
            "    unexpected behavior when running the Python interpreter in Miniconda3.\n",
            "    For best results, please verify that your PYTHONPATH only points to\n",
            "    directories of packages that are compatible with the Python interpreter\n",
            "    in Miniconda3: /usr/local\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#@title\n",
        "# fixing nasty colab environment\n",
        "import locale\n",
        "locale.getpreferredencoding = lambda: \"UTF-8\"\n",
        "!pip install cryptography==38.0.4\n",
        "!pip install pyopenssl --upgrade"
      ],
      "metadata": {
        "collapsed": true,
        "id": "wLh5pMtNEJXU",
        "outputId": "1c308b3f-5973-4119-b943-c17e3aa988c5",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Requirement already satisfied: cryptography==38.0.4 in /usr/local/lib/python3.7/site-packages (38.0.4)\n",
            "Requirement already satisfied: cffi>=1.12 in /usr/local/lib/python3.7/site-packages (from cryptography==38.0.4) (1.15.1)\n",
            "Requirement already satisfied: pycparser in /usr/local/lib/python3.7/site-packages (from cffi>=1.12->cryptography==38.0.4) (2.21)\n",
            "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
            "\u001b[0mLooking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Requirement already satisfied: pyopenssl in /usr/local/lib/python3.7/site-packages (22.0.0)\n",
            "Collecting pyopenssl\n",
            "  Downloading pyOpenSSL-23.1.1-py3-none-any.whl (57 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.9/57.9 kB\u001b[0m \u001b[31m4.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: cryptography<41,>=38.0.0 in /usr/local/lib/python3.7/site-packages (from pyopenssl) (38.0.4)\n",
            "Requirement already satisfied: cffi>=1.12 in /usr/local/lib/python3.7/site-packages (from cryptography<41,>=38.0.0->pyopenssl) (1.15.1)\n",
            "Requirement already satisfied: pycparser in /usr/local/lib/python3.7/site-packages (from cffi>=1.12->cryptography<41,>=38.0.0->pyopenssl) (2.21)\n",
            "Installing collected packages: pyopenssl\n",
            "  Attempting uninstall: pyopenssl\n",
            "    Found existing installation: pyOpenSSL 22.0.0\n",
            "    Uninstalling pyOpenSSL-22.0.0:\n",
            "      Successfully uninstalled pyOpenSSL-22.0.0\n",
            "Successfully installed pyopenssl-23.1.1\n",
            "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
            "\u001b[0m"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "SaOrNEf_V0OZ",
        "scrolled": true
      },
      "source": [
        "import os\n",
        "from pathlib import Path\n",
        "import sys\n",
        "sys.path.append('/usr/local/lib/python3.7/site-packages/')\n",
        "from sample.single_video_prediction import get_video_duration"
      ],
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "fHOFsPYdPZNm",
        "outputId": "98d23cde-1e76-4469-deea-da00a4c8c4a6",
        "collapsed": true
      },
      "source": [
        "# feature extraction\n",
        "!export PIP_DEFAULT_TIMEOUT=100\n",
        "!conda env create -f ./submodules/video_features/conda_env_i3d.yml\n",
        "!conda env create -f ./submodules/video_features/conda_env_vggish.yml\n",
        "# captioning model\n",
        "!conda env create -f ./conda_env.yml\n",
        "# spacy language model\n",
        "!/usr/local/envs/bmt/bin/python -m spacy download en"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  59% 0.5947749567735988/1 [00:17<01:19, 196.95s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5953211730990406/1 [00:17<01:20, 199.35s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5958673894244825/1 [00:17<01:21, 201.11s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5964136057499243/1 [00:17<01:22, 203.83s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5969598220753661/1 [00:17<01:22, 204.99s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5974514167682637/1 [00:17<01:23, 206.25s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5979430114611614/1 [00:18<01:22, 205.93s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5984346061540591/1 [00:18<01:23, 208.23s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5989262008469567/1 [00:18<01:25, 212.14s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5994724171723985/1 [00:18<01:22, 206.59s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.5999640118652961/1 [00:18<01:23, 207.93s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.6004556065581937/1 [00:18<01:23, 208.04s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.6009472012510915/1 [00:18<01:23, 208.62s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.6014387959439891/1 [00:18<01:27, 220.37s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.602039633901975/1 [00:18<01:22, 206.71s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.6025312285948727/1 [00:19<01:22, 207.47s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.6030228232877703/1 [00:19<01:22, 207.84s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "cudnn-7.3.1          | 286.1 MB  | :  60% 0.603514417980668/1 [00:19<01:22, 208.93s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  63% 0.6310437207829358/1 [00:19<00:06, 18.58s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  64% 0.638035289748591/1 [00:19<00:06, 17.12s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  65% 0.645518453407144/1 [00:19<00:05, 15.87s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  65% 0.6529469954331528/1 [00:20<00:05, 15.09s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  66% 0.6597200778686314/1 [00:20<00:05, 15.02s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  67% 0.6691149986662307/1 [00:20<00:04, 13.46s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  68% 0.6776905949756673/1 [00:20<00:04, 12.92s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  69% 0.6854468667969411/1 [00:20<00:04, 13.53s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  69% 0.6940224631063777/1 [00:20<00:03, 12.95s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  70% 0.7018333565601957/1 [00:20<00:03, 13.02s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  71% 0.7107913042974416/1 [00:20<00:03, 12.42s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  72% 0.7188753059139805/1 [00:20<00:03, 12.65s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  73% 0.7298542540553612/1 [00:20<00:03, 11.36s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  74% 0.7387029585275187/1 [00:21<00:02, 11.37s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  75% 0.7475516629996761/1 [00:21<00:03, 12.79s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  76% 0.7565642323694662/1 [00:21<00:02, 12.28s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  76% 0.7649213421487261/1 [00:21<00:03, 13.17s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  77% 0.7728414788676324/1 [00:21<00:02, 13.02s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  78% 0.7827279943581295/1 [00:21<00:02, 12.07s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  79% 0.7923960233184497/1 [00:21<00:02, 11.60s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  80% 0.8046312690083465/1 [00:21<00:02, 10.36s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  81% 0.8144085412337551/1 [00:21<00:02, 11.50s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  82% 0.8246227865195171/1 [00:22<00:01, 11.00s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  83% 0.8340723289496607/1 [00:22<00:01, 10.89s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  84% 0.84346724974726/1 [00:22<00:01, 11.56s/it]  \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  86% 0.8560302252324218/1 [00:22<00:01, 10.36s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  87% 0.8662990921507281/1 [00:22<00:01, 10.22s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  88% 0.8762402292737692/1 [00:22<00:01, 11.10s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  89% 0.885471285173736/1 [00:22<00:01, 11.50s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  90% 0.8988535851470606/1 [00:22<00:01, 10.24s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  91% 0.9092316953304552/1 [00:22<00:00, 10.70s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  92% 0.9187358593931428/1 [00:23<00:00, 10.70s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  93% 0.930752618552863/1 [00:23<00:00,  9.92s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  94% 0.9413492152664342/1 [00:23<00:00,  9.80s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  95% 0.9544037854444938/1 [00:23<00:00,  9.09s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  97% 0.9658197066462278/1 [00:23<00:00,  9.29s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  98% 0.976962519685241/1 [00:23<00:00,  9.20s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | :  99% 0.9884330625195192/1 [00:23<00:00,  9.06s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | : 100% 0.9995212539259882/1 [00:23<00:00,  9.28s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "mkl-2020.1           | 129.0 MB  | : 100% 1.0/1 [00:24<00:00,  8.67s/it]              \u001b[A\n",
            "\n",
            "ffmpeg-4.1.3         | 75.8 MB   | : 100% 1.0/1 [00:33<00:00,  5.10s/it]              \u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.3.1          | 286.1 MB  | : 100% 1.0/1 [00:39<00:00,  9.28s/it]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "                                                                        \n",
            "                                                                        \u001b[A\n",
            "\n",
            "                                                                        \u001b[A\u001b[A\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
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            "\n",
            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
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            "\n",
            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\u001b[A\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\u001b[A\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "\u001b[A\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "Preparing transaction: | \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\bdone\n",
            "Verifying transaction: - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\bdone\n",
            "Executing transaction: - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\bdone\n",
            "Installing pip dependencies: - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- Ran pip subprocess with arguments:\n",
            "['/usr/local/envs/i3d/bin/python', '-m', 'pip', 'install', '-U', '-r', '/content/BMT/submodules/video_features/condaenv._0e9lc22.requirements.txt', '--exists-action=b']\n",
            "Pip subprocess output:\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting opencv-python==4.1.0.25\n",
            "  Downloading opencv_python-4.1.0.25-cp37-cp37m-manylinux1_x86_64.whl (26.6 MB)\n",
            "Requirement already satisfied, skipping upgrade: numpy>=1.14.5 in /usr/local/envs/i3d/lib/python3.7/site-packages (from opencv-python==4.1.0.25->-r /content/BMT/submodules/video_features/condaenv._0e9lc22.requirements.txt (line 1)) (1.15.4)\n",
            "Installing collected packages: opencv-python\n",
            "Successfully installed opencv-python-4.1.0.25\n",
            "\n",
            "\b\bdone\n",
            "#\n",
            "# To activate this environment, use\n",
            "#\n",
            "#     $ conda activate i3d\n",
            "#\n",
            "# To deactivate an active environment, use\n",
            "#\n",
            "#     $ conda deactivate\n",
            "\n",
            "Collecting package metadata (repodata.json): - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\bdone\n",
            "Solving environment: | \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\bdone\n",
            "\n",
            "\n",
            "==> WARNING: A newer version of conda exists. <==\n",
            "  current version: 23.1.0\n",
            "  latest version: 23.3.1\n",
            "\n",
            "Please update conda by running\n",
            "\n",
            "    $ conda update -n base -c defaults conda\n",
            "\n",
            "Or to minimize the number of packages updated during conda update use\n",
            "\n",
            "     conda install conda=23.3.1\n",
            "\n",
            "\n",
            "\n",
            "Downloading and Extracting Packages\n",
            "libiconv-1.15        | 2.0 MB    | :   0% 0/1 [00:00<?, ?it/s]\n",
            "xz-5.2.5             | 438 KB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "numpy-base-1.16.4    | 4.4 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "tqdm-4.46.0          | 60 KB     | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "sqlite-3.31.1        | 2.0 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "ca-certificates-2020 | 132 KB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libstdcxx-ng-9.1.0   | 4.0 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "gast-0.3.3           | 12 KB     | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgcc-ng-9.1.0      | 8.1 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "ncurses-6.2          | 1.1 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "pip-20.0.2           | 1.9 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgfortran-ng-7.3.0 | 1.3 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "intel-openmp-2020.1  | 940 KB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "zlib-1.2.11          | 120 KB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "wget-1.20.1          | 894 KB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "tensorflow-gpu-1.13. | 2 KB      | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libffi-3.3           | 54 KB     | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "tensorflow-estimator | 205 KB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "tqdm-4.46.0          | 60 KB     | :  27% 0.26783495716994704/1 [00:00<00:00,  1.57it/s]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "xz-5.2.5             | 438 KB    | :   4% 0.036522107421896766/1 [00:00<00:06,  6.36s/it]\u001b[A\n",
            "\n",
            "\n",
            "libiconv-1.15        | 2.0 MB    | :   1% 0.00782762409822751/1 [00:00<00:39, 39.95s/it]\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :   0% 0.0032518304943659616/1 [00:00<01:35, 95.42s/it]\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "numpy-base-1.16.4    | 4.4 MB    | :  75% 0.75241476934139/1 [00:00<00:00,  2.89it/s]     \u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "sqlite-3.31.1        | 2.0 MB    | :   1% 0.007797909261730656/1 [00:00<00:43, 43.75s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "tqdm-4.46.0          | 60 KB     | : 100% 1.0/1 [00:00<00:00,  3.07it/s]                \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "libiconv-1.15        | 2.0 MB    | :   8% 0.07827624098227509/1 [00:00<00:04,  4.38s/it]\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :   3% 0.032518304943659614/1 [00:00<00:10, 10.40s/it] \u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "sqlite-3.31.1        | 2.0 MB    | :  11% 0.10917072966422918/1 [00:00<00:02,  3.22s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libstdcxx-ng-9.1.0   | 4.0 MB    | :   0% 0.003858456989296691/1 [00:00<01:58, 118.92s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libiconv-1.15        | 2.0 MB    | :  19% 0.18786297835746021/1 [00:00<00:01,  2.05s/it]\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :  13% 0.13007321977463845/1 [00:00<00:02,  2.78s/it] \u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "sqlite-3.31.1        | 2.0 MB    | :  25% 0.24953309637538099/1 [00:00<00:01,  1.61s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libstdcxx-ng-9.1.0   | 4.0 MB    | :  97% 0.9684727043134694/1 [00:00<00:00,  2.30it/s]   \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "gast-0.3.3           | 12 KB     | : 100% 1.0/1 [00:00<00:00,  1.68it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "xz-5.2.5             | 438 KB    | : 100% 1.0/1 [00:00<00:00,  1.79it/s]                 \u001b[A\n",
            "xz-5.2.5             | 438 KB    | : 100% 1.0/1 [00:00<00:00,  1.79it/s]\u001b[A\n",
            "\n",
            "libiconv-1.15        | 2.0 MB    | :  45% 0.4540021976971955/1 [00:00<00:00,  1.03it/s] \n",
            "\n",
            "\n",
            "\n",
            "\n",
            "sqlite-3.31.1        | 2.0 MB    | :  54% 0.5380557390594153/1 [00:00<00:00,  1.25it/s] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "ncurses-6.2          | 1.1 MB    | :   1% 0.014675704024442786/1 [00:00<00:44, 45.12s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgcc-ng-9.1.0      | 8.1 MB    | :   0% 0.0019282607897395435/1 [00:00<06:12, 373.58s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :  90% 0.8975052164450054/1 [00:00<00:00,  2.15it/s]\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "zlib-1.2.11          | 120 KB    | :  13% 0.13378079350692829/1 [00:00<00:05,  5.85s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgcc-ng-9.1.0      | 8.1 MB    | :   7% 0.07327391001010265/1 [00:00<00:07,  8.32s/it]   \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "pip-20.0.2           | 1.9 MB    | :   1% 0.00831706368665625/1 [00:00<01:40, 101.65s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgfortran-ng-7.3.0 | 1.3 MB    | :   1% 0.01225994006218268/1 [00:00<01:08, 69.52s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "intel-openmp-2020.1  | 940 KB    | :   2% 0.01701834166730721/1 [00:00<00:50, 51.29s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "wget-1.20.1          | 894 KB    | :   2% 0.01789611427997195/1 [00:00<00:50, 51.40s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgcc-ng-9.1.0      | 8.1 MB    | :  19% 0.1908978181842148/1 [00:00<00:02,  3.13s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "pip-20.0.2           | 1.9 MB    | :  32% 0.3160484200929375/1 [00:00<00:01,  2.22s/it]  \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgfortran-ng-7.3.0 | 1.3 MB    | :  34% 0.343278321741115/1 [00:00<00:01,  2.06s/it]  \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "intel-openmp-2020.1  | 940 KB    | :  44% 0.4424768833499874/1 [00:00<00:00,  1.63s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgcc-ng-9.1.0      | 8.1 MB    | :  44% 0.43578693848113687/1 [00:01<00:00,  1.30s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "pip-20.0.2           | 1.9 MB    | :  83% 0.831706368665625/1 [00:01<00:00,  1.25it/s] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgfortran-ng-7.3.0 | 1.3 MB    | :  82% 0.8214159841662395/1 [00:01<00:00,  1.21it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libgcc-ng-9.1.0      | 8.1 MB    | :  75% 0.7500934472086824/1 [00:01<00:00,  1.32it/s] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
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            "\n",
            "tensorflow-gpu-1.13. | 2 KB      | : 100% 1.0/1 [00:01<00:00,  1.15s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libffi-3.3           | 54 KB     | :  30% 0.29785300052720565/1 [00:01<00:02,  3.99s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
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            "\n",
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            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "tensorflow-estimator | 205 KB    | :   8% 0.07793035545260395/1 [00:01<00:14, 15.87s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "libstdcxx-ng-9.1.0   | 4.0 MB    | : 100% 1.0/1 [00:02<00:00,  2.30it/s]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "ca-certificates-2020 | 132 KB    | : 100% 1.0/1 [00:03<00:00,  3.01s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
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            "\n",
            "gast-0.3.3           | 12 KB     | : 100% 1.0/1 [00:03<00:00,  1.68it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "libiconv-1.15        | 2.0 MB    | : 100% 1.0/1 [00:07<00:00,  9.28s/it]\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "sqlite-3.31.1        | 2.0 MB    | : 100% 1.0/1 [00:11<00:00, 14.22s/it]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "sqlite-3.31.1        | 2.0 MB    | : 100% 1.0/1 [00:11<00:00, 14.22s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "ncurses-6.2          | 1.1 MB    | : 100% 1.0/1 [00:11<00:00, 11.78s/it]                 \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "ncurses-6.2          | 1.1 MB    | : 100% 1.0/1 [00:11<00:00, 11.78s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "zlib-1.2.11          | 120 KB    | : 100% 1.0/1 [00:12<00:00, 12.64s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "zlib-1.2.11          | 120 KB    | : 100% 1.0/1 [00:12<00:00, 12.64s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "wget-1.20.1          | 894 KB    | : 100% 1.0/1 [00:13<00:00, 13.75s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "wget-1.20.1          | 894 KB    | : 100% 1.0/1 [00:13<00:00, 13.75s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "intel-openmp-2020.1  | 940 KB    | : 100% 1.0/1 [00:14<00:00, 16.27s/it]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "intel-openmp-2020.1  | 940 KB    | : 100% 1.0/1 [00:14<00:00, 16.27s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "libgfortran-ng-7.3.0 | 1.3 MB    | : 100% 1.0/1 [00:15<00:00,  1.21it/s]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | : 100% 1.0/1 [00:16<00:00,  2.15it/s]               \u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "tensorflow-gpu-1.13. | 2 KB      | : 100% 1.0/1 [00:16<00:00,  1.15s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "pip-20.0.2           | 1.9 MB    | : 100% 1.0/1 [00:18<00:00,  1.25it/s]              \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
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            "\n",
            "libffi-3.3           | 54 KB     | : 100% 1.0/1 [00:19<00:00, 20.48s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "libffi-3.3           | 54 KB     | : 100% 1.0/1 [00:19<00:00, 20.48s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "tensorflow-estimator | 205 KB    | : 100% 1.0/1 [00:19<00:00, 19.41s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "tensorflow-estimator | 205 KB    | : 100% 1.0/1 [00:19<00:00, 19.41s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "libgcc-ng-9.1.0      | 8.1 MB    | : 100% 1.0/1 [00:20<00:00, 30.34s/it]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "libgcc-ng-9.1.0      | 8.1 MB    | : 100% 1.0/1 [00:20<00:00, 30.34s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \n",
            "                                                                        \u001b[A\n",
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            "                                                                        \u001b[A\u001b[A\n",
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            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\u001b[A\n",
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            "\n",
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            "\n",
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            "\n",
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            "\u001b[A\n",
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            "\u001b[A\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "Preparing transaction: - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\bdone\n",
            "Verifying transaction: - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\bdone\n",
            "Executing transaction: / \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\bdone\n",
            "Installing pip dependencies: / \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| Ran pip subprocess with arguments:\n",
            "['/usr/local/envs/vggish/bin/python', '-m', 'pip', 'install', '-U', '-r', '/content/BMT/submodules/video_features/condaenv.bb2pnne1.requirements.txt', '--exists-action=b']\n",
            "Pip subprocess output:\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting llvmlite==0.32.1\n",
            "  Downloading llvmlite-0.32.1-cp37-cp37m-manylinux1_x86_64.whl (20.2 MB)\n",
            "Collecting numba==0.49.1\n",
            "  Downloading numba-0.49.1-cp37-cp37m-manylinux2014_x86_64.whl (3.6 MB)\n",
            "Collecting pysoundfile==0.9.0.post1\n",
            "  Downloading PySoundFile-0.9.0.post1-py2.py3-none-any.whl (24 kB)\n",
            "Collecting resampy==0.2.2\n",
            "  Downloading resampy-0.2.2.tar.gz (323 kB)\n",
            "Requirement already satisfied, skipping upgrade: numpy>=1.15 in /usr/local/envs/vggish/lib/python3.7/site-packages (from numba==0.49.1->-r /content/BMT/submodules/video_features/condaenv.bb2pnne1.requirements.txt (line 2)) (1.16.4)\n",
            "Requirement already satisfied, skipping upgrade: setuptools in /usr/local/envs/vggish/lib/python3.7/site-packages (from numba==0.49.1->-r /content/BMT/submodules/video_features/condaenv.bb2pnne1.requirements.txt (line 2)) (47.1.1.post20200604)\n",
            "Requirement already satisfied, skipping upgrade: cffi>=0.6 in /usr/local/envs/vggish/lib/python3.7/site-packages (from pysoundfile==0.9.0.post1->-r /content/BMT/submodules/video_features/condaenv.bb2pnne1.requirements.txt (line 3)) (1.14.0)\n",
            "Requirement already satisfied, skipping upgrade: scipy>=0.13 in /usr/local/envs/vggish/lib/python3.7/site-packages (from resampy==0.2.2->-r /content/BMT/submodules/video_features/condaenv.bb2pnne1.requirements.txt (line 4)) (1.4.1)\n",
            "Requirement already satisfied, skipping upgrade: six>=1.3 in /usr/local/envs/vggish/lib/python3.7/site-packages (from resampy==0.2.2->-r /content/BMT/submodules/video_features/condaenv.bb2pnne1.requirements.txt (line 4)) (1.15.0)\n",
            "Requirement already satisfied, skipping upgrade: pycparser in /usr/local/envs/vggish/lib/python3.7/site-packages (from cffi>=0.6->pysoundfile==0.9.0.post1->-r /content/BMT/submodules/video_features/condaenv.bb2pnne1.requirements.txt (line 3)) (2.20)\n",
            "Building wheels for collected packages: resampy\n",
            "  Building wheel for resampy (setup.py): started\n",
            "  Building wheel for resampy (setup.py): finished with status 'done'\n",
            "  Created wheel for resampy: filename=resampy-0.2.2-py3-none-any.whl size=320719 sha256=dca4c4ce4df9c6816968315e01c3528122557973b6c5c377e07ee743ce604301\n",
            "  Stored in directory: /root/.cache/pip/wheels/a0/18/0a/8ad18a597d8333a142c9789338a96a6208f1198d290ece356c\n",
            "Successfully built resampy\n",
            "Installing collected packages: llvmlite, numba, pysoundfile, resampy\n",
            "Successfully installed llvmlite-0.32.1 numba-0.49.1 pysoundfile-0.9.0.post1 resampy-0.2.2\n",
            "\n",
            "\b\bdone\n",
            "#\n",
            "# To activate this environment, use\n",
            "#\n",
            "#     $ conda activate vggish\n",
            "#\n",
            "# To deactivate an active environment, use\n",
            "#\n",
            "#     $ conda deactivate\n",
            "\n",
            "Collecting package metadata (repodata.json): - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\bdone\n",
            "Solving environment: / \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\bdone\n",
            "\n",
            "\n",
            "==> WARNING: A newer version of conda exists. <==\n",
            "  current version: 23.1.0\n",
            "  latest version: 23.3.1\n",
            "\n",
            "Please update conda by running\n",
            "\n",
            "    $ conda update -n base -c defaults conda\n",
            "\n",
            "Or to minimize the number of packages updated during conda update use\n",
            "\n",
            "     conda install conda=23.3.1\n",
            "\n",
            "\n",
            "\n",
            "Downloading and Extracting Packages\n",
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            "\n",
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            "\n",
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            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "libffi-3.2.1         | 40 KB     | :  40% 0.39759270044651523/1 [00:00<00:00,  2.97it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "setuptools-46.1.3    | 656 KB    | :   2% 0.024389844511763962/1 [00:00<00:08,  9.19s/it]\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
            "spacy-2.0.12         | 45.5 MB   | :   0% 0.0003436701759732259/1 [00:00<13:15, 796.20s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "setuptools-46.1.3    | 656 KB    | :  27% 0.2682882896294036/1 [00:00<00:00,  1.01it/s]  \u001b[A\u001b[A\u001b[A\n",
            "werkzeug-1.0.1       | 239 KB    | :   7% 0.0670829324216431/1 [00:00<00:04,  5.20s/it]\u001b[A\n",
            "\n",
            "asn1crypto-1.3.0     | 158 KB    | : 100% 1.0/1 [00:00<00:00,  3.07it/s]                \u001b[A\u001b[A\n",
            "\n",
            "asn1crypto-1.3.0     | 158 KB    | : 100% 1.0/1 [00:00<00:00,  3.07it/s]\u001b[A\u001b[A\n",
            "\n",
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            "spacy-2.0.12         | 45.5 MB   | :   0% 0.0027493614077858074/1 [00:00<01:55, 116.07s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "setuptools-46.1.3    | 656 KB    | :  88% 0.8780344024235026/1 [00:00<00:00,  2.82it/s]\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "cymem-1.31.2         | 26 KB     | :  62% 0.6164960866947622/1 [00:00<00:00,  1.37it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "spacy-2.0.12         | 45.5 MB   | :   1% 0.007560743871410971/1 [00:00<00:47, 47.44s/it]  \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "joblib-0.14.1        | 198 KB    | :   8% 0.08099063249215255/1 [00:00<00:06,  7.06s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :   2% 0.015121487742821942/1 [00:00<00:25, 26.36s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   0% 6.907642105669056e-05/1 [00:00<2:21:17, 8477.86s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
            "requests-2.23.0      | 85 KB     | :  19% 0.18917202600191665/1 [00:00<00:02,  3.20s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "cymem-1.31.2         | 26 KB     | : 100% 1.0/1 [00:00<00:00,  1.62it/s]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cymem-1.31.2         | 26 KB     | : 100% 1.0/1 [00:00<00:00,  1.62it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "preshed-1.0.1        | 83 KB     | :  19% 0.19290499570249492/1 [00:00<00:02,  3.39s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :   3% 0.030242975485643885/1 [00:00<00:13, 13.76s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   0% 0.0015196812632471924/1 [00:00<05:40, 341.06s/it]   \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "toolz-0.10.0         | 46 KB     | :  35% 0.3460847890834583/1 [00:00<00:01,  2.14s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "protobuf-3.11.4      | 695 KB    | :   2% 0.02302828076399245/1 [00:00<00:32, 33.41s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :   6% 0.057049249211555506/1 [00:00<00:07,  7.57s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   0% 0.003177515368607766/1 [00:00<02:48, 169.44s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "intel-openmp-2020.0  | 916 KB    | :   2% 0.017464791134571844/1 [00:00<00:46, 46.99s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "protobuf-3.11.4      | 695 KB    | :  28% 0.2763393691679094/1 [00:00<00:01,  2.42s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  11% 0.10585041419975359/1 [00:00<00:03,  4.20s/it] \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "msgpack-numpy-0.4.4. | 8 KB      | : 100% 1.0/1 [00:00<00:00,  1.13it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   1% 0.006907642105669056/1 [00:00<01:14, 75.22s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "intel-openmp-2020.0  | 916 KB    | :  28% 0.2794366581531495/1 [00:00<00:01,  2.50s/it]  \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  14% 0.14468514408472813/1 [00:00<00:03,  3.54s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "protobuf-3.11.4      | 695 KB    | :  83% 0.8290181075037282/1 [00:00<00:00,  1.31it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   1% 0.014367895579791637/1 [00:00<00:34, 35.20s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "intel-openmp-2020.0  | 916 KB    | :  84% 0.8383099744594485/1 [00:01<00:00,  1.29it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  19% 0.18730024590540814/1 [00:01<00:02,  3.08s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   2% 0.023831365264558244/1 [00:01<00:21, 22.22s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :   0% 0.0011170757270162555/1 [00:01<16:40, 1001.19s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "urllib3-1.25.8       | 165 KB    | :  10% 0.09691233881462202/1 [00:01<00:10, 12.00s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :   0% 0.0032549546970462436/1 [00:01<06:03, 364.19s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  22% 0.22441662491051653/1 [00:01<00:02,  2.99s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "joblib-0.14.1        | 198 KB    | : 100% 1.0/1 [00:01<00:00,  1.05s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "joblib-0.14.1        | 198 KB    | : 100% 1.0/1 [00:01<00:00,  1.05s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   3% 0.03163700084396428/1 [00:01<00:18, 19.01s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :  12% 0.11841002706372308/1 [00:01<00:06,  7.55s/it]    \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :   9% 0.09113873151729483/1 [00:01<00:09, 10.34s/it]   \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  26% 0.25878364250783914/1 [00:01<00:02,  3.09s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   4% 0.037784802318009736/1 [00:01<00:17, 18.27s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :  23% 0.22564929685728363/1 [00:01<00:02,  3.81s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "regex-2018.07.11     | 344 KB    | :   5% 0.04645294456210785/1 [00:01<00:27, 28.75s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :  27% 0.26690628515779197/1 [00:01<00:02,  3.19s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   4% 0.04455429158156542/1 [00:01<00:16, 17.56s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :  31% 0.3094299763835028/1 [00:01<00:01,  2.85s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  29% 0.2917759794012688/1 [00:01<00:02,  3.39s/it] \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | :  63% 0.6314612112269713/1 [00:01<00:00,  1.19s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   5% 0.05132378084512109/1 [00:01<00:15, 16.74s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "\n",
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            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :  41% 0.4122009432689983/1 [00:01<00:01,  2.09s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "requests-2.23.0      | 85 KB     | : 100% 1.0/1 [00:01<00:00,  1.45s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  32% 0.32236262506288593/1 [00:01<00:02,  3.43s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
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            "requests-2.23.0      | 85 KB     | : 100% 1.0/1 [00:01<00:00,  1.45s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "setuptools-46.1.3    | 656 KB    | : 100% 1.0/1 [00:01<00:00,  2.82it/s]               \u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | : 100% 0.9992710919931969/1 [00:01<00:00,  1.36it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   6% 0.05878403431924367/1 [00:01<00:14, 15.67s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :  54% 0.5440158790569165/1 [00:01<00:00,  1.53s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  37% 0.37013277952316437/1 [00:01<00:01,  2.92s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "preshed-1.0.1        | 83 KB     | : 100% 1.0/1 [00:01<00:00,  1.58s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "preshed-1.0.1        | 83 KB     | : 100% 1.0/1 [00:01<00:00,  1.58s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "toolz-0.10.0         | 46 KB     | : 100% 1.0/1 [00:01<00:00,  1.66s/it]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "toolz-0.10.0         | 46 KB     | : 100% 1.0/1 [00:01<00:00,  1.66s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   7% 0.06769489263555675/1 [00:01<00:13, 14.06s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "msgpack-numpy-0.4.4. | 8 KB      | : 100% 1.0/1 [00:01<00:00,  1.13it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :  70% 0.7015235565662085/1 [00:01<00:00,  1.16s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  42% 0.41927761468733565/1 [00:01<00:01,  2.64s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   8% 0.07708928589926667/1 [00:01<00:11, 12.90s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | :  89% 0.8880752029779232/1 [00:01<00:00,  1.11it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  47% 0.46704776914761403/1 [00:01<00:01,  2.46s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :   9% 0.08503307432078608/1 [00:02<00:14, 15.77s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  51% 0.5086318604403745/1 [00:02<00:01,  3.01s/it] \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  10% 0.09580899600562981/1 [00:02<00:12, 13.49s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  55% 0.5529653131409206/1 [00:02<00:01,  2.79s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  10% 0.10382186084820592/1 [00:02<00:12, 13.41s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  59% 0.5911127026739487/1 [00:02<00:01,  2.77s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  12% 0.11528854674361655/1 [00:02<00:10, 11.72s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "intel-openmp-2020.0  | 916 KB    | : 100% 1.0/1 [00:02<00:00,  1.29it/s]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  64% 0.638882857134227/1 [00:02<00:00,  2.55s/it] \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  12% 0.12419940505992963/1 [00:02<00:10, 11.78s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  69% 0.6897460431782645/1 [00:02<00:00,  2.36s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  14% 0.13511347958688674/1 [00:02<00:09, 10.91s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  74% 0.7378598678145161/1 [00:02<00:00,  2.28s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  14% 0.14457694927165335/1 [00:02<00:09, 11.01s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  79% 0.7870047029786874/1 [00:02<00:00,  2.21s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "urllib3-1.25.8       | 165 KB    | : 100% 1.0/1 [00:02<00:00,  2.45s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "urllib3-1.25.8       | 165 KB    | : 100% 1.0/1 [00:02<00:00,  2.45s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  15% 0.15383318969324988/1 [00:02<00:10, 12.30s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  83% 0.8330565065590997/1 [00:02<00:00,  2.61s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  16% 0.16226051306216613/1 [00:02<00:10, 12.66s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  88% 0.8773899592596458/1 [00:02<00:00,  2.52s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  17% 0.1704806071679123/1 [00:02<00:10, 12.57s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "regex-2018.07.11     | 344 KB    | : 100% 1.0/1 [00:03<00:00,  2.64s/it]                \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "regex-2018.07.11     | 344 KB    | : 100% 1.0/1 [00:03<00:00,  2.64s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  93% 0.9268784645997904/1 [00:03<00:00,  2.40s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  18% 0.18104929958958596/1 [00:03<00:09, 11.53s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "protobuf-3.11.4      | 695 KB    | : 100% 1.0/1 [00:03<00:00,  1.31it/s]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            " ... (more hidden) ...\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | :  97% 0.9701809067724169/1 [00:03<00:00,  2.44s/it]\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  19% 0.18989108148484235/1 [00:03<00:09, 11.55s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  20% 0.19866378695904205/1 [00:03<00:09, 11.65s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  21% 0.21178830695981327/1 [00:03<00:08, 10.23s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  22% 0.22166623517092002/1 [00:03<00:08, 11.05s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  23% 0.23396183811901095/1 [00:03<00:07, 10.16s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  24% 0.24397791917223108/1 [00:03<00:07, 10.20s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  25% 0.2539249238043945/1 [00:03<00:07, 10.60s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  26% 0.26442453980501146/1 [00:03<00:07, 10.36s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  27% 0.27416431517400486/1 [00:04<00:07, 10.99s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  28% 0.28342055559560136/1 [00:04<00:08, 11.77s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  29% 0.2920551082276877/1 [00:04<00:09, 13.75s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  30% 0.2997225909649804/1 [00:04<00:09, 13.73s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  31% 0.3096695955971438/1 [00:04<00:08, 12.82s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  32% 0.3194093709661372/1 [00:04<00:08, 12.05s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  33% 0.3292872991772439/1 [00:04<00:07, 11.47s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  34% 0.33819815749355703/1 [00:04<00:07, 11.55s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  35% 0.3470399393888134/1 [00:04<00:07, 11.86s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  36% 0.3576086318104871/1 [00:05<00:07, 11.09s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  37% 0.3667267193899702/1 [00:05<00:07, 12.39s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  38% 0.3750849663378298/1 [00:05<00:09, 14.58s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  38% 0.38323598402251924/1 [00:05<00:08, 14.02s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  39% 0.39145607812826544/1 [00:05<00:08, 13.52s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  40% 0.39919263728661475/1 [00:05<00:08, 13.36s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  41% 0.40734365497130426/1 [00:05<00:07, 13.04s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  42% 0.417221583182411/1 [00:05<00:07, 12.66s/it]  \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  43% 0.42703043497246107/1 [00:06<00:06, 11.86s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  44% 0.4355959111834907/1 [00:06<00:07, 13.30s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  44% 0.4434015467628967/1 [00:06<00:07, 13.23s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  45% 0.4511381059212461/1 [00:06<00:07, 13.85s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  46% 0.45852928297431195/1 [00:06<00:07, 14.08s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  47% 0.4671638356063983/1 [00:06<00:07, 13.34s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  48% 0.477939757291242/1 [00:06<00:06, 11.90s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  49% 0.48871567897608575/1 [00:06<00:05, 11.07s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "libprotobuf-3.11.4   | 4.8 MB    | : 100% 1.0/1 [00:06<00:00,  1.36it/s]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  50% 0.49893898929247593/1 [00:06<00:05, 10.68s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  51% 0.5084024589772426/1 [00:07<00:05, 12.18s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  52% 0.5171751644514423/1 [00:07<00:05, 11.98s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  53% 0.5273984747678324/1 [00:07<00:05, 11.28s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  54% 0.5383816257158462/1 [00:07<00:04, 10.57s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  55% 0.5487430888743499/1 [00:07<00:04, 10.31s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  56% 0.5602097747697605/1 [00:07<00:04,  9.90s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  57% 0.5704330850861506/1 [00:07<00:04, 10.31s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  58% 0.5802419368762007/1 [00:07<00:04, 11.91s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  59% 0.5912941642452713/1 [00:07<00:04, 11.01s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  60% 0.6007576339300378/1 [00:08<00:04, 11.10s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  61% 0.6100138743516343/1 [00:08<00:04, 11.16s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  62% 0.6207897960364781/1 [00:08<00:04, 10.56s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  63% 0.6340524688793627/1 [00:08<00:03,  9.50s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  65% 0.6482822116170409/1 [00:08<00:03,  8.63s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "scipy-1.3.1          | 14.0 MB   | : 100% 1.0/1 [00:08<00:00,  1.11it/s]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  66% 0.6612685787756988/1 [00:08<00:02,  8.34s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  68% 0.678606760460928/1 [00:08<00:02,  7.38s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  69% 0.6922838918301528/1 [00:08<00:02,  7.47s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  71% 0.7057537939362075/1 [00:08<00:02,  7.49s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  72% 0.7192236960422621/1 [00:09<00:02,  8.77s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  73% 0.7328317509904302/1 [00:09<00:02,  8.34s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  75% 0.7452655067806345/1 [00:09<00:02,  8.32s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  76% 0.76122216004473/1 [00:09<00:01,  7.64s/it]  \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  78% 0.7769715840456555/1 [00:09<00:01,  7.31s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  79% 0.790925021099107/1 [00:09<00:01,  8.13s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  81% 0.805431069521012/1 [00:09<00:01,  7.76s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  82% 0.8186937423638966/1 [00:09<00:01,  8.57s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  83% 0.8338214785753117/1 [00:09<00:01,  7.95s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  85% 0.8474295335234798/1 [00:10<00:01,  7.80s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  86% 0.861244817734818/1 [00:10<00:01,  7.65s/it] \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  88% 0.8764416303672898/1 [00:10<00:00,  7.33s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  89% 0.8903259909996847/1 [00:10<00:00,  7.50s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  90% 0.9038649695267961/1 [00:10<00:00,  7.63s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  92% 0.9171276423696806/1 [00:10<00:00,  7.70s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
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            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  93% 0.9314955379494723/1 [00:10<00:00,  7.50s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  95% 0.9482811082662481/1 [00:10<00:00,  6.97s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  96% 0.9627180802670964/1 [00:10<00:00,  8.63s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  98% 0.9752209124783574/1 [00:11<00:00,  8.73s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | :  99% 0.9878618975317318/1 [00:11<00:00,  8.52s/it]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "spacy-2.0.12         | 45.5 MB   | : 100% 1.0/1 [00:28<00:00,  2.44s/it]               \u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
            "cudnn-7.6.5.32       | 226.2 MB  | : 100% 1.0/1 [01:19<00:00,  8.52s/it]               \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "                                                                        \u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\u001b[A\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\u001b[A\n",
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            "\u001b[A\u001b[A\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
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            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n",
            "Preparing transaction: \\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\bdone\n",
            "Verifying transaction: / \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\bdone\n",
            "Executing transaction: / \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ By downloading and using the cuDNN conda packages, you accept the terms and conditions of the NVIDIA cuDNN EULA -\n",
            "  https://docs.nvidia.com/deeplearning/cudnn/sla/index.html\n",
            "\n",
            "\b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\bdone\n",
            "Installing pip dependencies: / \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ Ran pip subprocess with arguments:\n",
            "['/usr/local/envs/bmt/bin/python', '-m', 'pip', 'install', '-U', '-r', '/content/BMT/condaenv.0vb1d9u9.requirements.txt', '--exists-action=b']\n",
            "Pip subprocess output:\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting torchtext==0.3.1\n",
            "  Downloading torchtext-0.3.1-py3-none-any.whl (62 kB)\n",
            "Requirement already satisfied, skipping upgrade: tqdm in /usr/local/envs/bmt/lib/python3.7/site-packages (from torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (4.46.0)\n",
            "Requirement already satisfied, skipping upgrade: requests in /usr/local/envs/bmt/lib/python3.7/site-packages (from torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (2.23.0)\n",
            "Requirement already satisfied, skipping upgrade: numpy in /usr/local/envs/bmt/lib/python3.7/site-packages (from torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (1.15.4)\n",
            "Requirement already satisfied, skipping upgrade: torch in /usr/local/envs/bmt/lib/python3.7/site-packages (from torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (1.2.0)\n",
            "Requirement already satisfied, skipping upgrade: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/envs/bmt/lib/python3.7/site-packages (from requests->torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (1.25.8)\n",
            "Requirement already satisfied, skipping upgrade: idna<3,>=2.5 in /usr/local/envs/bmt/lib/python3.7/site-packages (from requests->torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (2.9)\n",
            "Requirement already satisfied, skipping upgrade: chardet<4,>=3.0.2 in /usr/local/envs/bmt/lib/python3.7/site-packages (from requests->torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (3.0.4)\n",
            "Requirement already satisfied, skipping upgrade: certifi>=2017.4.17 in /usr/local/envs/bmt/lib/python3.7/site-packages (from requests->torchtext==0.3.1->-r /content/BMT/condaenv.0vb1d9u9.requirements.txt (line 1)) (2020.4.5.1)\n",
            "Installing collected packages: torchtext\n",
            "Successfully installed torchtext-0.3.1\n",
            "\n",
            "\b\bdone\n",
            "#\n",
            "# To activate this environment, use\n",
            "#\n",
            "#     $ conda activate bmt\n",
            "#\n",
            "# To deactivate an active environment, use\n",
            "#\n",
            "#     $ conda deactivate\n",
            "\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting en_core_web_sm==2.0.0\n",
            "  Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.0.0/en_core_web_sm-2.0.0.tar.gz (37.4 MB)\n",
            "\u001b[K     |████████████████████████████████| 37.4 MB 1.2 MB/s \n",
            "\u001b[?25hBuilding wheels for collected packages: en-core-web-sm\n",
            "  Building wheel for en-core-web-sm (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for en-core-web-sm: filename=en_core_web_sm-2.0.0-py3-none-any.whl size=37405976 sha256=9efb3662f7a72762734c8c54d8b70e2f287bd4595262726563f2cd8bfad4687d\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-i7l_tr83/wheels/51/df/77/250d8a622c7fc066a42ea4238279337e4a5e04c2602c448ea5\n",
            "Successfully built en-core-web-sm\n",
            "Installing collected packages: en-core-web-sm\n",
            "Successfully installed en-core-web-sm-2.0.0\n",
            "\n",
            "\u001b[93m    Linking successful\u001b[0m\n",
            "    /usr/local/envs/bmt/lib/python3.7/site-packages/en_core_web_sm -->\n",
            "    /usr/local/envs/bmt/lib/python3.7/site-packages/spacy/data/en\n",
            "\n",
            "    You can now load the model via spacy.load('en')\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "32xPX2aUAKON"
      },
      "source": [
        "## Downloading Checkpoints"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "UGXZyrd8PZNo"
      },
      "source": [
        "Downloading the GloVe embeddings. `torchtext` could do it for us but it uses a slow server. \n",
        "Therefore, we store it on our premises."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NrANDrihW5YW",
        "scrolled": false,
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "a60d3882-ef28-4789-b6df-098346de97b4"
      },
      "source": [
        "!wget https://a3s.fi/swift/v1/AUTH_a235c0f452d648828f745589cde1219a/bmt/glove.840B.300d.zip -q --show-progress\n",
        "!wget https://a3s.fi/swift/v1/AUTH_a235c0f452d648828f745589cde1219a/bmt/best_cap_model.pt -q --show-progress\n",
        "!wget https://a3s.fi/swift/v1/AUTH_a235c0f452d648828f745589cde1219a/bmt/best_prop_model.pt -q --show-progress\n",
        "!wget https://storage.googleapis.com/audioset/vggish_model.ckpt -q --show-progress\n",
        "\n",
        "!mkdir .vector_cache\n",
        "!mv glove.840B.300d.zip ./.vector_cache/\n",
        "!mv best_cap_model.pt ./sample/\n",
        "!mv best_prop_model.pt ./sample/\n",
        "!mv vggish_model.ckpt ./submodules/video_features/models/vggish/checkpoints/"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "glove.840B.300d.zip 100%[===================>]   2.03G  66.0MB/s    in 31s     \n",
            "best_cap_model.pt   100%[===================>] 589.61M  64.1MB/s    in 9.4s    \n",
            "best_prop_model.pt  100%[===================>]   2.50G  15.4MB/s    in 1m 50s  \n",
            "vggish_model.ckpt   100%[===================>] 277.62M  28.7MB/s    in 10s     \n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "v1ySaHGXPZNp"
      },
      "source": [
        "## Running Inference on a Custom Video"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "puMRtzeDDhWr"
      },
      "source": [
        "Upload your video to Google Colab and select it in the `MY_VIDEO_PATH` variable. \n",
        "The script will prepare all necessary file paths and calculate the video duration for you"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JvTaNVHV_CNo",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "03d98325-bb90-40ea-f77d-9b871f6f70ac"
      },
      "source": [
        "# upload a video\n",
        "MY_VIDEO_PATH = '/content/BMT/sample/women_long_jump.mp4'\n",
        "\n",
        "# Preparing the paths\n",
        "VIDEO_DURATION = get_video_duration(MY_VIDEO_PATH)\n",
        "\n",
        "FEATURES_CACHE_PATH = '/content/BMT/tmp/'\n",
        "FEATURES_PATH_STUB = os.path.join(FEATURES_CACHE_PATH, Path(MY_VIDEO_PATH).stem)\n",
        "FEATURE_PATH_VGGISH = f'{FEATURES_PATH_STUB}_vggish.npy'\n",
        "FEATURE_PATH_RGB = f'{FEATURES_PATH_STUB}_rgb.npy'\n",
        "FEATURE_PATH_FLOW = f'{FEATURES_PATH_STUB}_flow.npy'\n",
        "\n",
        "PROPOSAL_CKPT = '/content/BMT/sample/best_prop_model.pt'\n",
        "CAPTIONING_CKPT = '/content/BMT/sample/best_cap_model.pt'"
      ],
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Video Duration: 35.155\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ZIuKhGNc_NXf"
      },
      "source": [
        "The script will extract audio and visual features from the video"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GanvtYi41tc1",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "3812a860-10e8-4952-eb11-6f920a48aa91"
      },
      "source": [
        "# Extract I3D features (visual)\n",
        "!cd ./submodules/video_features && /usr/local/envs/i3d/bin/python main.py \\\n",
        "    --feature_type i3d \\\n",
        "    --on_extraction save_numpy \\\n",
        "    --device_ids 0 \\\n",
        "    --extraction_fps 25 \\\n",
        "    --video_paths $MY_VIDEO_PATH \\\n",
        "    --output_path $FEATURES_CACHE_PATH\n",
        "\n",
        "# Extract VGGish features (audio)\n",
        "!cd ./submodules/video_features && /usr/local/envs/vggish/bin/python main.py \\\n",
        "    --feature_type vggish \\\n",
        "    --on_extraction save_numpy \\\n",
        "    --device_ids 0 \\\n",
        "    --video_paths $MY_VIDEO_PATH \\\n",
        "    --output_path $FEATURES_CACHE_PATH"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Saving features to /content/BMT/tmp/\n",
            "100% 1/1 [00:48<00:00, 48.85s/it]\n",
            "Saving features to /content/BMT/tmp/\n",
            "\n",
            "WARNING: The TensorFlow contrib module will not be included in TensorFlow 2.0.\n",
            "For more information, please see:\n",
            "  * https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md\n",
            "  * https://github.com/tensorflow/addons\n",
            "If you depend on functionality not listed there, please file an issue.\n",
            "\n",
            "100% 1/1 [00:12<00:00, 12.54s/it]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QvxSQmfH_OKk"
      },
      "source": [
        "Run dense video captioning"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "txf8PnKE7Rr8",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "1aceb72e-45e4-4d5f-98db-b2346277ac5c"
      },
      "source": [
        "# captioning parameters\n",
        "MAX_PROP_PER_VIDEO = 100\n",
        "NMS_TIOU_THRESHOLD = 0.4\n",
        "\n",
        "# Running single video prediction\n",
        "!/usr/local/envs/bmt/bin/python ./sample/single_video_prediction.py \\\n",
        "    --prop_generator_model_path $PROPOSAL_CKPT \\\n",
        "    --pretrained_cap_model_path $CAPTIONING_CKPT \\\n",
        "    --vggish_features_path $FEATURE_PATH_VGGISH \\\n",
        "    --rgb_features_path $FEATURE_PATH_RGB \\\n",
        "    --flow_features_path $FEATURE_PATH_FLOW \\\n",
        "    --duration_in_secs $VIDEO_DURATION \\\n",
        "    --device_id 0 \\\n",
        "    --max_prop_per_vid $MAX_PROP_PER_VIDEO \\\n",
        "    --nms_tiou_thresh $NMS_TIOU_THRESHOLD"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Contructing caption_iterator for \"train\" phase\n",
            "100% 2196016/2196017 [04:12<00:00, 8691.19it/s] \n",
            "Using vanilla Generator\n",
            "initialization: xavier\n",
            "Glove emb of the same size as d_model_caps\n",
            "Pretrained caption path: \n",
            " /content/BMT/sample/best_cap_model.pt\n",
            "[{'start': 0.1, 'end': 4.9, 'sentence': 'We see a title screen'}, {'start': 5.0, 'end': 7.9, 'sentence': 'A large group of people are seen standing around a building'}, {'start': 0.7, 'end': 11.9, 'sentence': 'A man is seen standing in front of a large crowd'}, {'start': 19.6, 'end': 33.3, 'sentence': 'The woman runs down a track and jumps into a sand pit'}, {'start': 7.5, 'end': 10.0, 'sentence': 'A large group of people are seen standing around a building'}, {'start': 0.6, 'end': 35.1, 'sentence': 'A large group of people are seen running down a track while others watch on the sides'}, {'start': 8.2, 'end': 13.7, 'sentence': 'A man runs down a track'}, {'start': 0.1, 'end': 2.0, 'sentence': 'We see a title screen'}]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "60BbQUG7Vkeh"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}