Group6-failed-03(optional).ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# 1. Clone the github repository"
      ],
      "metadata": {
        "id": "Y35v7YfRn-Co"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "EiSnegkLluny",
        "outputId": "b7cc1263-f7f9-4870-823e-05bff6c659c6"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'donut'...\n",
            "remote: Enumerating objects: 273, done.\u001b[K\n",
            "remote: Total 273 (delta 0), reused 0 (delta 0), pack-reused 273\u001b[K\n",
            "Receiving objects: 100% (273/273), 62.76 MiB | 16.66 MiB/s, done.\n",
            "Resolving deltas: 100% (126/126), done.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/clovaai/donut.git"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%cd donut/"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7PQI_QsgvwU0",
        "outputId": "d944c50a-01b2-4a19-cfe9-6d212297c241"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/donut\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 2. Set environment\n",
        "\n",
        "\n",
        "reference : https://aimb.tistory.com/179"
      ],
      "metadata": {
        "id": "gNJ08YNBoh85"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Reset pythonpath "
      ],
      "metadata": {
        "id": "PsHVJ3pgJC8b"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%env PYTHONPATH="
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rLGJVBBEJCSB",
        "outputId": "e525952d-f938-4338-b155-4b0f2e18621a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "env: PYTHONPATH=\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Download miniconda"
      ],
      "metadata": {
        "id": "m2rpIuwNJ2PS"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%%bash\n",
        "MINICONDA_INSTALLER_SCRIPT=Miniconda3-py37_4.9.2-Linux-x86_64.sh\n",
        "MINICONDA_PREFIX=/usr/local\n",
        "wget https://repo.anaconda.com/miniconda/$MINICONDA_INSTALLER_SCRIPT\n",
        "chmod +x $MINICONDA_INSTALLER_SCRIPT\n",
        "bash ./$MINICONDA_INSTALLER_SCRIPT -b -f -p $MINICONDA_PREFIX"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "hGgLGnrQEX9H",
        "outputId": "7d0a3dbf-b50a-4101-e4a2-7fae899d8b55"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "PREFIX=/usr/local\n",
            "Unpacking payload ...\n",
            "Collecting package metadata (current_repodata.json): ...working... done\n",
            "Solving environment: ...working... done\n",
            "\n",
            "## Package Plan ##\n",
            "\n",
            "  environment location: /usr/local\n",
            "\n",
            "  added / updated specs:\n",
            "    - _libgcc_mutex==0.1=main\n",
            "    - brotlipy==0.7.0=py37h27cfd23_1003\n",
            "    - ca-certificates==2020.10.14=0\n",
            "    - certifi==2020.6.20=pyhd3eb1b0_3\n",
            "    - cffi==1.14.3=py37h261ae71_2\n",
            "    - chardet==3.0.4=py37h06a4308_1003\n",
            "    - conda-package-handling==1.7.2=py37h03888b9_0\n",
            "    - conda==4.9.2=py37h06a4308_0\n",
            "    - cryptography==3.2.1=py37h3c74f83_1\n",
            "    - idna==2.10=py_0\n",
            "    - ld_impl_linux-64==2.33.1=h53a641e_7\n",
            "    - libedit==3.1.20191231=h14c3975_1\n",
            "    - libffi==3.3=he6710b0_2\n",
            "    - libgcc-ng==9.1.0=hdf63c60_0\n",
            "    - libstdcxx-ng==9.1.0=hdf63c60_0\n",
            "    - ncurses==6.2=he6710b0_1\n",
            "    - openssl==1.1.1h=h7b6447c_0\n",
            "    - pip==20.2.4=py37h06a4308_0\n",
            "    - pycosat==0.6.3=py37h27cfd23_0\n",
            "    - pycparser==2.20=py_2\n",
            "    - pyopenssl==19.1.0=pyhd3eb1b0_1\n",
            "    - pysocks==1.7.1=py37_1\n",
            "    - python==3.7.9=h7579374_0\n",
            "    - readline==8.0=h7b6447c_0\n",
            "    - requests==2.24.0=py_0\n",
            "    - ruamel_yaml==0.15.87=py37h7b6447c_1\n",
            "    - setuptools==50.3.1=py37h06a4308_1\n",
            "    - six==1.15.0=py37h06a4308_0\n",
            "    - sqlite==3.33.0=h62c20be_0\n",
            "    - tk==8.6.10=hbc83047_0\n",
            "    - tqdm==4.51.0=pyhd3eb1b0_0\n",
            "    - urllib3==1.25.11=py_0\n",
            "    - wheel==0.35.1=pyhd3eb1b0_0\n",
            "    - xz==5.2.5=h7b6447c_0\n",
            "    - yaml==0.2.5=h7b6447c_0\n",
            "    - zlib==1.2.11=h7b6447c_3\n",
            "\n",
            "\n",
            "The following NEW packages will be INSTALLED:\n",
            "\n",
            "  _libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main\n",
            "  brotlipy           pkgs/main/linux-64::brotlipy-0.7.0-py37h27cfd23_1003\n",
            "  ca-certificates    pkgs/main/linux-64::ca-certificates-2020.10.14-0\n",
            "  certifi            pkgs/main/noarch::certifi-2020.6.20-pyhd3eb1b0_3\n",
            "  cffi               pkgs/main/linux-64::cffi-1.14.3-py37h261ae71_2\n",
            "  chardet            pkgs/main/linux-64::chardet-3.0.4-py37h06a4308_1003\n",
            "  conda              pkgs/main/linux-64::conda-4.9.2-py37h06a4308_0\n",
            "  conda-package-han~ pkgs/main/linux-64::conda-package-handling-1.7.2-py37h03888b9_0\n",
            "  cryptography       pkgs/main/linux-64::cryptography-3.2.1-py37h3c74f83_1\n",
            "  idna               pkgs/main/noarch::idna-2.10-py_0\n",
            "  ld_impl_linux-64   pkgs/main/linux-64::ld_impl_linux-64-2.33.1-h53a641e_7\n",
            "  libedit            pkgs/main/linux-64::libedit-3.1.20191231-h14c3975_1\n",
            "  libffi             pkgs/main/linux-64::libffi-3.3-he6710b0_2\n",
            "  libgcc-ng          pkgs/main/linux-64::libgcc-ng-9.1.0-hdf63c60_0\n",
            "  libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-9.1.0-hdf63c60_0\n",
            "  ncurses            pkgs/main/linux-64::ncurses-6.2-he6710b0_1\n",
            "  openssl            pkgs/main/linux-64::openssl-1.1.1h-h7b6447c_0\n",
            "  pip                pkgs/main/linux-64::pip-20.2.4-py37h06a4308_0\n",
            "  pycosat            pkgs/main/linux-64::pycosat-0.6.3-py37h27cfd23_0\n",
            "  pycparser          pkgs/main/noarch::pycparser-2.20-py_2\n",
            "  pyopenssl          pkgs/main/noarch::pyopenssl-19.1.0-pyhd3eb1b0_1\n",
            "  pysocks            pkgs/main/linux-64::pysocks-1.7.1-py37_1\n",
            "  python             pkgs/main/linux-64::python-3.7.9-h7579374_0\n",
            "  readline           pkgs/main/linux-64::readline-8.0-h7b6447c_0\n",
            "  requests           pkgs/main/noarch::requests-2.24.0-py_0\n",
            "  ruamel_yaml        pkgs/main/linux-64::ruamel_yaml-0.15.87-py37h7b6447c_1\n",
            "  setuptools         pkgs/main/linux-64::setuptools-50.3.1-py37h06a4308_1\n",
            "  six                pkgs/main/linux-64::six-1.15.0-py37h06a4308_0\n",
            "  sqlite             pkgs/main/linux-64::sqlite-3.33.0-h62c20be_0\n",
            "  tk                 pkgs/main/linux-64::tk-8.6.10-hbc83047_0\n",
            "  tqdm               pkgs/main/noarch::tqdm-4.51.0-pyhd3eb1b0_0\n",
            "  urllib3            pkgs/main/noarch::urllib3-1.25.11-py_0\n",
            "  wheel              pkgs/main/noarch::wheel-0.35.1-pyhd3eb1b0_0\n",
            "  xz                 pkgs/main/linux-64::xz-5.2.5-h7b6447c_0\n",
            "  yaml               pkgs/main/linux-64::yaml-0.2.5-h7b6447c_0\n",
            "  zlib               pkgs/main/linux-64::zlib-1.2.11-h7b6447c_3\n",
            "\n",
            "\n",
            "Preparing transaction: ...working... done\n",
            "Executing transaction: ...working... done\n",
            "installation finished.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "--2023-05-25 13:41:35--  https://repo.anaconda.com/miniconda/Miniconda3-py37_4.9.2-Linux-x86_64.sh\n",
            "Resolving repo.anaconda.com (repo.anaconda.com)... 104.16.131.3, 104.16.130.3, 2606:4700::6810:8303, ...\n",
            "Connecting to repo.anaconda.com (repo.anaconda.com)|104.16.131.3|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 90040905 (86M) [application/x-sh]\n",
            "Saving to: ‘Miniconda3-py37_4.9.2-Linux-x86_64.sh’\n",
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            " 18400K .......... .......... .......... .......... .......... 20%  266M 0s\n",
            " 18450K .......... .......... .......... .......... .......... 21%  208M 0s\n",
            " 18500K .......... .......... .......... .......... .......... 21%  199M 0s\n",
            " 18550K .......... .......... .......... .......... .......... 21%  194M 0s\n",
            " 18600K .......... .......... .......... .......... .......... 21%  216M 0s\n",
            " 18650K .......... .......... .......... .......... .......... 21%  186M 0s\n",
            " 18700K .......... .......... .......... .......... .......... 21%  232M 0s\n",
            " 18750K .......... .......... .......... .......... .......... 21%  187M 0s\n",
            " 18800K .......... .......... .......... .......... .......... 21%  231M 0s\n",
            " 18850K .......... .......... .......... .......... .......... 21%  284M 0s\n",
            " 18900K .......... .......... .......... .......... .......... 21%  255M 0s\n",
            " 18950K .......... .......... .......... .......... .......... 21%  251M 0s\n",
            " 19000K .......... .......... .......... .......... .......... 21%  230M 0s\n",
            " 19050K .......... .......... .......... .......... .......... 21%  287M 0s\n",
            " 19100K .......... .......... .......... .......... .......... 21%  277M 0s\n",
            " 19150K .......... .......... .......... .......... .......... 21%  174M 0s\n",
            " 19200K .......... .......... .......... .......... .......... 21%  245M 0s\n",
            " 19250K .......... .......... .......... .......... .......... 21%  264M 0s\n",
            " 19300K .......... .......... .......... .......... .......... 22%  283M 0s\n",
            " 19350K .......... .......... .......... .......... .......... 22%  258M 0s\n",
            " 19400K .......... .......... .......... .......... .......... 22%  220M 0s\n",
            " 19450K .......... .......... .......... .......... .......... 22%  230M 0s\n",
            " 19500K .......... .......... .......... .......... .......... 22%  280M 0s\n",
            " 19550K .......... .......... .......... .......... .......... 22%  219M 0s\n",
            " 19600K .......... .......... .......... .......... .......... 22%  271M 0s\n",
            " 19650K .......... .......... .......... .......... .......... 22%  261M 0s\n",
            " 19700K .......... .......... .......... .......... .......... 22%  227M 0s\n",
            " 19750K .......... .......... .......... .......... .......... 22%  184M 0s\n",
            " 19800K .......... .......... .......... .......... .......... 22%  212M 0s\n",
            " 19850K .......... .......... .......... .......... .......... 22%  242M 0s\n",
            " 19900K .......... .......... .......... .......... .......... 22%  184M 0s\n",
            " 19950K .......... .......... .......... .......... .......... 22%  200M 0s\n",
            " 20000K .......... .......... .......... .......... .......... 22%  288M 0s\n",
            " 20050K .......... .......... .......... .......... .......... 22%  294M 0s\n",
            " 20100K .......... .......... .......... .......... .......... 22%  217M 0s\n",
            " 20150K .......... .......... .......... .......... .......... 22%  228M 0s\n",
            " 20200K .......... .......... .......... .......... .......... 23%  277M 0s\n",
            " 20250K .......... .......... .......... .......... .......... 23%  260M 0s\n",
            " 20300K .......... .......... .......... .......... .......... 23%  253M 0s\n",
            " 20350K .......... .......... .......... .......... .......... 23%  176M 0s\n",
            " 20400K .......... .......... .......... .......... .......... 23%  226M 0s\n",
            " 20450K .......... .......... .......... .......... .......... 23%  218M 0s\n",
            " 20500K .......... .......... .......... .......... .......... 23%  192M 0s\n",
            " 20550K .......... .......... .......... .......... .......... 23%  192M 0s\n",
            " 20600K .......... .......... .......... .......... .......... 23%  204M 0s\n",
            " 20650K .......... .......... .......... .......... .......... 23%  230M 0s\n",
            " 20700K .......... .......... .......... .......... .......... 23%  239M 0s\n",
            " 20750K .......... .......... .......... .......... .......... 23%  199M 0s\n",
            " 20800K .......... .......... .......... .......... .......... 23%  172M 0s\n",
            " 20850K .......... .......... .......... .......... .......... 23%  246M 0s\n",
            " 20900K .......... .......... .......... .......... .......... 23%  242M 0s\n",
            " 20950K .......... .......... .......... .......... .......... 23%  180M 0s\n",
            " 21000K .......... .......... .......... .......... .......... 23%  227M 0s\n",
            " 21050K .......... .......... .......... .......... .......... 23%  191M 0s\n",
            " 21100K .......... .......... .......... .......... .......... 24%  242M 0s\n",
            " 21150K .......... .......... .......... .......... .......... 24%  238M 0s\n",
            " 21200K .......... .......... .......... .......... .......... 24%  286M 0s\n",
            " 21250K .......... .......... .......... .......... .......... 24%  256M 0s\n",
            " 21300K .......... .......... .......... .......... .......... 24%  262M 0s\n",
            " 21350K .......... .......... .......... .......... .......... 24%  238M 0s\n",
            " 21400K .......... .......... .......... .......... .......... 24%  289M 0s\n",
            " 21450K .......... .......... .......... .......... .......... 24%  277M 0s\n",
            " 21500K .......... .......... .......... .......... .......... 24%  226M 0s\n",
            " 21550K .......... .......... .......... .......... .......... 24%  205M 0s\n",
            " 21600K .......... .......... .......... .......... .......... 24%  238M 0s\n",
            " 21650K .......... .......... .......... .......... .......... 24%  246M 0s\n",
            " 21700K .......... .......... .......... .......... .......... 24%  234M 0s\n",
            " 21750K .......... .......... .......... .......... .......... 24%  200M 0s\n",
            " 21800K .......... .......... .......... .......... .......... 24%  251M 0s\n",
            " 21850K .......... .......... .......... .......... .......... 24%  292M 0s\n",
            " 21900K .......... .......... .......... .......... .......... 24%  266M 0s\n",
            " 21950K .......... .......... .......... .......... .......... 25%  195M 0s\n",
            " 22000K .......... .......... .......... .......... .......... 25%  216M 0s\n",
            " 22050K .......... .......... .......... .......... .......... 25%  248M 0s\n",
            " 22100K .......... .......... .......... .......... .......... 25%  222M 0s\n",
            " 22150K .......... .......... .......... .......... .......... 25%  187M 0s\n",
            " 22200K .......... .......... .......... .......... .......... 25%  184M 0s\n",
            " 22250K .......... .......... .......... .......... .......... 25%  182M 0s\n",
            " 22300K .......... .......... .......... .......... .......... 25%  231M 0s\n",
            " 22350K .......... .......... .......... .......... .......... 25%  189M 0s\n",
            " 22400K .......... .......... .......... .......... .......... 25%  247M 0s\n",
            " 22450K .......... .......... .......... .......... .......... 25%  283M 0s\n",
            " 22500K .......... .......... .......... .......... .......... 25%  268M 0s\n",
            " 22550K .......... .......... .......... .......... .......... 25%  201M 0s\n",
            " 22600K .......... .......... .......... .......... .......... 25%  246M 0s\n",
            " 22650K .......... .......... .......... .......... .......... 25%  205M 0s\n",
            " 22700K .......... .......... .......... .......... .......... 25%  257M 0s\n",
            " 22750K .......... .......... .......... .......... .......... 25%  198M 0s\n",
            " 22800K .......... .......... .......... .......... .......... 25%  256M 0s\n",
            " 22850K .......... .......... .......... .......... .......... 26%  294M 0s\n",
            " 22900K .......... .......... .......... .......... .......... 26%  240M 0s\n",
            " 22950K .......... .......... .......... .......... .......... 26%  242M 0s\n",
            " 23000K .......... .......... .......... .......... .......... 26%  285M 0s\n",
            " 23050K .......... .......... .......... .......... .......... 26%  278M 0s\n",
            " 23100K .......... .......... .......... .......... .......... 26%  271M 0s\n",
            " 23150K .......... .......... .......... .......... .......... 26%  168M 0s\n",
            " 23200K .......... .......... .......... .......... .......... 26%  210M 0s\n",
            " 23250K .......... .......... .......... .......... .......... 26%  202M 0s\n",
            " 23300K .......... .......... .......... .......... .......... 26%  233M 0s\n",
            " 23350K .......... .......... .......... .......... .......... 26%  204M 0s\n",
            " 23400K .......... .......... .......... .......... .......... 26%  237M 0s\n",
            " 23450K .......... .......... .......... .......... .......... 26%  210M 0s\n",
            " 23500K .......... .......... .......... .......... .......... 26%  264M 0s\n",
            " 23550K .......... .......... .......... .......... .......... 26%  208M 0s\n",
            " 23600K .......... .......... .......... .......... .......... 26%  237M 0s\n",
            " 23650K .......... .......... .......... .......... .......... 26%  253M 0s\n",
            " 23700K .......... .......... .......... .......... .......... 27%  283M 0s\n",
            " 23750K .......... .......... .......... .......... .......... 27%  257M 0s\n",
            " 23800K .......... .......... .......... .......... .......... 27%  216M 0s\n",
            " 23850K .......... .......... .......... .......... .......... 27%  245M 0s\n",
            " 23900K .......... .......... .......... .......... .......... 27%  283M 0s\n",
            " 23950K .......... .......... .......... .......... .......... 27%  221M 0s\n",
            " 24000K .......... .......... .......... .......... .......... 27%  236M 0s\n",
            " 24050K .......... .......... .......... .......... .......... 27%  254M 0s\n",
            " 24100K .......... .......... .......... .......... .......... 27%  259M 0s\n",
            " 24150K .......... .......... .......... .......... .......... 27%  218M 0s\n",
            " 24200K .......... .......... .......... .......... .......... 27%  230M 0s\n",
            " 24250K .......... .......... .......... .......... .......... 27%  255M 0s\n",
            " 24300K .......... .......... .......... .......... .......... 27%  270M 0s\n",
            " 24350K .......... .......... .......... .......... .......... 27%  175M 0s\n",
            " 24400K .......... .......... .......... .......... .......... 27%  215M 0s\n",
            " 24450K .......... .......... .......... .......... .......... 27%  232M 0s\n",
            " 24500K .......... .......... .......... .......... .......... 27%  223M 0s\n",
            " 24550K .......... .......... .......... .......... .......... 27%  173M 0s\n",
            " 24600K .......... .......... .......... .......... .......... 28%  230M 0s\n",
            " 24650K .......... .......... .......... .......... .......... 28%  243M 0s\n",
            " 24700K .......... .......... .......... .......... .......... 28%  210M 0s\n",
            " 24750K .......... .......... .......... .......... .......... 28%  216M 0s\n",
            " 24800K .......... .......... .......... .......... .......... 28%  248M 0s\n",
            " 24850K .......... .......... .......... .......... .......... 28%  242M 0s\n",
            " 24900K .......... .......... .......... .......... .......... 28%  249M 0s\n",
            " 24950K .......... .......... .......... .......... .......... 28%  254M 0s\n",
            " 25000K .......... .......... .......... .......... .......... 28%  272M 0s\n",
            " 25050K .......... .......... .......... .......... .......... 28%  265M 0s\n",
            " 25100K .......... .......... .......... .......... .......... 28%  266M 0s\n",
            " 25150K .......... .......... .......... .......... .......... 28%  195M 0s\n",
            " 25200K .......... .......... .......... .......... .......... 28%  276M 0s\n",
            " 25250K .......... .......... .......... .......... .......... 28%  282M 0s\n",
            " 25300K .......... .......... .......... .......... .......... 28%  237M 0s\n",
            " 25350K .......... .......... .......... .......... .......... 28%  257M 0s\n",
            " 25400K .......... .......... .......... .......... .......... 28%  290M 0s\n",
            " 25450K .......... .......... .......... .......... .......... 29%  263M 0s\n",
            " 25500K .......... .......... .......... .......... .......... 29%  252M 0s\n",
            " 25550K .......... .......... .......... .......... .......... 29%  185M 0s\n",
            " 25600K .......... .......... .......... .......... .......... 29%  220M 0s\n",
            " 25650K .......... .......... .......... .......... .......... 29%  220M 0s\n",
            " 25700K .......... .......... .......... .......... .......... 29%  208M 0s\n",
            " 25750K .......... .......... .......... .......... .......... 29%  202M 0s\n",
            " 25800K .......... .......... .......... .......... .......... 29%  225M 0s\n",
            " 25850K .......... .......... .......... .......... .......... 29%  216M 0s\n",
            " 25900K .......... .......... .......... .......... .......... 29%  265M 0s\n",
            " 25950K .......... .......... .......... .......... .......... 29%  243M 0s\n",
            " 26000K .......... .......... .......... .......... .......... 29%  241M 0s\n",
            " 26050K .......... .......... .......... .......... .......... 29%  282M 0s\n",
            " 26100K .......... .......... .......... .......... .......... 29%  291M 0s\n",
            " 26150K .......... .......... .......... .......... .......... 29%  243M 0s\n",
            " 26200K .......... .......... .......... .......... .......... 29%  231M 0s\n",
            " 26250K .......... .......... .......... .......... .......... 29%  182M 0s\n",
            " 26300K .......... .......... .......... .......... .......... 29%  224M 0s\n",
            " 26350K .......... .......... .......... .......... .......... 30%  186M 0s\n",
            " 26400K .......... .......... .......... .......... .......... 30%  235M 0s\n",
            " 26450K .......... .......... .......... .......... .......... 30%  234M 0s\n",
            " 26500K .......... .......... .......... .......... .......... 30%  191M 0s\n",
            " 26550K .......... .......... .......... .......... .......... 30%  201M 0s\n",
            " 26600K .......... .......... .......... .......... .......... 30%  275M 0s\n",
            " 26650K .......... .......... .......... .......... .......... 30%  288M 0s\n",
            " 26700K .......... .......... .......... .......... .......... 30%  247M 0s\n",
            " 26750K .......... .......... .......... .......... .......... 30%  173M 0s\n",
            " 26800K .......... .......... .......... .......... .......... 30%  244M 0s\n",
            " 26850K .......... .......... .......... .......... .......... 30%  209M 0s\n",
            " 26900K .......... .......... .......... .......... .......... 30%  174M 0s\n",
            " 26950K .......... .......... .......... .......... .......... 30%  193M 0s\n",
            " 27000K .......... .......... .......... .......... .......... 30%  263M 0s\n",
            " 27050K .......... .......... .......... .......... .......... 30%  239M 0s\n",
            " 27100K .......... .......... .......... .......... .......... 30%  249M 0s\n",
            " 27150K .......... .......... .......... .......... .......... 30%  220M 0s\n",
            " 27200K .......... .......... .......... .......... .......... 30%  281M 0s\n",
            " 27250K .......... .......... .......... .......... .......... 31%  245M 0s\n",
            " 27300K .......... .......... .......... .......... .......... 31%  277M 0s\n",
            " 27350K .......... .......... .......... .......... .......... 31%  261M 0s\n",
            " 27400K .......... .......... .......... .......... .......... 31%  275M 0s\n",
            " 27450K .......... .......... .......... .......... .......... 31%  226M 0s\n",
            " 27500K .......... .......... .......... .......... .......... 31%  239M 0s\n",
            " 27550K .......... .......... .......... .......... .......... 31%  215M 0s\n",
            " 27600K .......... .......... .......... .......... .......... 31%  245M 0s\n",
            " 27650K .......... .......... .......... .......... .......... 31%  205M 0s\n",
            " 27700K .......... .......... .......... .......... .......... 31%  263M 0s\n",
            " 27750K .......... .......... .......... .......... .......... 31%  216M 0s\n",
            " 27800K .......... .......... .......... .......... .......... 31%  223M 0s\n",
            " 27850K .......... .......... .......... .......... .......... 31%  239M 0s\n",
            " 27900K .......... .......... .......... .......... .......... 31%  195M 0s\n",
            " 27950K .......... .......... .......... .......... .......... 31%  190M 0s\n",
            " 28000K .......... .......... .......... .......... .......... 31%  222M 0s\n",
            " 28050K .......... .......... .......... .......... .......... 31%  212M 0s\n",
            " 28100K .......... .......... .......... .......... .......... 32%  216M 0s\n",
            " 28150K .......... .......... .......... .......... .......... 32%  177M 0s\n",
            " 28200K .......... .......... .......... .......... .......... 32%  266M 0s\n",
            " 28250K .......... .......... .......... .......... .......... 32%  267M 0s\n",
            " 28300K .......... .......... .......... .......... .......... 32%  228M 0s\n",
            " 28350K .......... .......... .......... .......... .......... 32%  166M 0s\n",
            " 28400K .......... .......... .......... .......... .......... 32%  223M 0s\n",
            " 28450K .......... .......... .......... .......... .......... 32%  235M 0s\n",
            " 28500K .......... .......... .......... .......... .......... 32%  274M 0s\n",
            " 28550K .......... .......... .......... .......... .......... 32%  212M 0s\n",
            " 28600K .......... .......... .......... .......... .......... 32%  287M 0s\n",
            " 28650K .......... .......... .......... .......... .......... 32%  255M 0s\n",
            " 28700K .......... .......... .......... .......... .......... 32%  271M 0s\n",
            " 28750K .......... .......... .......... .......... .......... 32%  218M 0s\n",
            " 28800K .......... .......... .......... .......... .......... 32%  256M 0s\n",
            " 28850K .......... .......... .......... .......... .......... 32%  286M 0s\n",
            " 28900K .......... .......... .......... .......... .......... 32%  238M 0s\n",
            " 28950K .......... .......... .......... .......... .......... 32%  219M 0s\n",
            " 29000K .......... .......... .......... .......... .......... 33%  250M 0s\n",
            " 29050K .......... .......... .......... .......... .......... 33%  253M 0s\n",
            " 29100K .......... .......... .......... .......... .......... 33%  215M 0s\n",
            " 29150K .......... .......... .......... .......... .......... 33%  175M 0s\n",
            " 29200K .......... .......... .......... .......... .......... 33%  244M 0s\n",
            " 29250K .......... .......... .......... .......... .......... 33%  240M 0s\n",
            " 29300K .......... .......... .......... .......... .......... 33%  200M 0s\n",
            " 29350K .......... .......... .......... .......... .......... 33%  212M 0s\n",
            " 29400K .......... .......... .......... .......... .......... 33%  252M 0s\n",
            " 29450K .......... .......... .......... .......... .......... 33%  257M 0s\n",
            " 29500K .......... .......... .......... .......... .......... 33%  217M 0s\n",
            " 29550K .......... .......... .......... .......... .......... 33%  243M 0s\n",
            " 29600K .......... .......... .......... .......... .......... 33%  292M 0s\n",
            " 29650K .......... .......... .......... .......... .......... 33%  278M 0s\n",
            " 29700K .......... .......... .......... .......... .......... 33%  271M 0s\n",
            " 29750K .......... .......... .......... .......... .......... 33%  212M 0s\n",
            " 29800K .......... .......... .......... .......... .......... 33%  185M 0s\n",
            " 29850K .......... .......... .......... .......... .......... 34%  236M 0s\n",
            " 29900K .......... .......... .......... .......... .......... 34%  243M 0s\n",
            " 29950K .......... .......... .......... .......... .......... 34%  236M 0s\n",
            " 30000K .......... .......... .......... .......... .......... 34%  265M 0s\n",
            " 30050K .......... .......... .......... .......... .......... 34%  256M 0s\n",
            " 30100K .......... .......... .......... .......... .......... 34%  222M 0s\n",
            " 30150K .......... .......... .......... .......... .......... 34%  216M 0s\n",
            " 30200K .......... .......... .......... .......... .......... 34%  242M 0s\n",
            " 30250K .......... .......... .......... .......... .......... 34%  231M 0s\n",
            " 30300K .......... .......... .......... .......... .......... 34%  230M 0s\n",
            " 30350K .......... .......... .......... .......... .......... 34%  199M 0s\n",
            " 30400K .......... .......... .......... .......... .......... 34%  196M 0s\n",
            " 30450K .......... .......... .......... .......... .......... 34%  191M 0s\n",
            " 30500K .......... .......... .......... .......... .......... 34%  225M 0s\n",
            " 30550K .......... .......... .......... .......... .......... 34%  199M 0s\n",
            " 30600K .......... .......... .......... .......... .......... 34%  243M 0s\n",
            " 30650K .......... .......... .......... .......... .......... 34%  285M 0s\n",
            " 30700K .......... .......... .......... .......... .......... 34%  264M 0s\n",
            " 30750K .......... .......... .......... .......... .......... 35%  222M 0s\n",
            " 30800K .......... .......... .......... .......... .......... 35%  277M 0s\n",
            " 30850K .......... .......... .......... .......... .......... 35%  279M 0s\n",
            " 30900K .......... .......... .......... .......... .......... 35%  233M 0s\n",
            " 30950K .......... .......... .......... .......... .......... 35%  156M 0s\n",
            " 31000K .......... .......... .......... .......... .......... 35%  214M 0s\n",
            " 31050K .......... .......... .......... .......... .......... 35%  243M 0s\n",
            " 31100K .......... .......... .......... .......... .......... 35%  201M 0s\n",
            " 31150K .......... .......... .......... .......... .......... 35%  177M 0s\n",
            " 31200K .......... .......... .......... .......... .......... 35%  216M 0s\n",
            " 31250K .......... .......... .......... .......... .......... 35%  266M 0s\n",
            " 31300K .......... .......... .......... .......... .......... 35%  258M 0s\n",
            " 31350K .......... .......... .......... .......... .......... 35%  199M 0s\n",
            " 31400K .......... .......... .......... .......... .......... 35%  188M 0s\n",
            " 31450K .......... .......... .......... .......... .......... 35%  238M 0s\n",
            " 31500K .......... .......... .......... .......... .......... 35%  224M 0s\n",
            " 31550K .......... .......... .......... .......... .......... 35%  189M 0s\n",
            " 31600K .......... .......... .......... .......... .......... 35%  175M 0s\n",
            " 31650K .......... .......... .......... .......... .......... 36%  207M 0s\n",
            " 31700K .......... .......... .......... .......... .......... 36%  169M 0s\n",
            " 31750K .......... .......... .......... .......... .......... 36%  257M 0s\n",
            " 31800K .......... .......... .......... .......... .......... 36%  199M 0s\n",
            " 31850K .......... .......... .......... .......... .......... 36%  237M 0s\n",
            " 31900K .......... .......... .......... .......... .......... 36%  285M 0s\n",
            " 31950K .......... .......... .......... .......... .......... 36%  246M 0s\n",
            " 32000K .......... .......... .......... .......... .......... 36%  250M 0s\n",
            " 32050K .......... .......... .......... .......... .......... 36%  237M 0s\n",
            " 32100K .......... .......... .......... .......... .......... 36%  275M 0s\n",
            " 32150K .......... .......... .......... .......... .......... 36%  201M 0s\n",
            " 32200K .......... .......... .......... .......... .......... 36%  226M 0s\n",
            " 32250K .......... .......... .......... .......... .......... 36%  244M 0s\n",
            " 32300K .......... .......... .......... .......... .......... 36%  237M 0s\n",
            " 32350K .......... .......... .......... .......... .......... 36%  194M 0s\n",
            " 32400K .......... .......... .......... .......... .......... 36%  272M 0s\n",
            " 32450K .......... .......... .......... .......... .......... 36%  275M 0s\n",
            " 32500K .......... .......... .......... .......... .......... 37%  282M 0s\n",
            " 32550K .......... .......... .......... .......... .......... 37%  194M 0s\n",
            " 32600K .......... .......... .......... .......... .......... 37%  199M 0s\n",
            " 32650K .......... .......... .......... .......... .......... 37%  197M 0s\n",
            " 32700K .......... .......... .......... .......... .......... 37%  232M 0s\n",
            " 32750K .......... .......... .......... .......... .......... 37%  172M 0s\n",
            " 32800K .......... .......... .......... .......... .......... 37%  240M 0s\n",
            " 32850K .......... .......... .......... .......... .......... 37%  212M 0s\n",
            " 32900K .......... .......... .......... .......... .......... 37%  194M 0s\n",
            " 32950K .......... .......... .......... .......... .......... 37%  194M 0s\n",
            " 33000K .......... .......... .......... .......... .......... 37%  260M 0s\n",
            " 33050K .......... .......... .......... .......... .......... 37%  246M 0s\n",
            " 33100K .......... .......... .......... .......... .......... 37%  229M 0s\n",
            " 33150K .......... .......... .......... .......... .......... 37%  198M 0s\n",
            " 33200K .......... .......... .......... .......... .......... 37%  242M 0s\n",
            " 33250K .......... .......... .......... .......... .......... 37%  243M 0s\n",
            " 33300K .......... .......... .......... .......... .......... 37%  264M 0s\n",
            " 33350K .......... .......... .......... .......... .......... 37%  226M 0s\n",
            " 33400K .......... .......... .......... .......... .......... 38%  261M 0s\n",
            " 33450K .......... .......... .......... .......... .......... 38%  217M 0s\n",
            " 33500K .......... .......... .......... .......... .......... 38%  392M 0s\n",
            " 33550K .......... .......... .......... .......... .......... 38%  340M 0s\n",
            " 33600K .......... .......... .......... .......... .......... 38%  401M 0s\n",
            " 33650K .......... .......... .......... .......... .......... 38%  260M 0s\n",
            " 33700K .......... .......... .......... .......... .......... 38%  223M 0s\n",
            " 33750K .......... .......... .......... .......... .......... 38%  180M 0s\n",
            " 33800K .......... .......... .......... .......... .......... 38%  349M 0s\n",
            " 33850K .......... .......... .......... .......... .......... 38%  277M 0s\n",
            " 33900K .......... .......... .......... .......... .......... 38%  183M 0s\n",
            " 33950K .......... .......... .......... .......... .......... 38%  190M 0s\n",
            " 34000K .......... .......... .......... .......... .......... 38%  348M 0s\n",
            " 34050K .......... .......... .......... .......... .......... 38%  237M 0s\n",
            " 34100K .......... .......... .......... .......... .......... 38%  301M 0s\n",
            " 34150K .......... .......... .......... .......... .......... 38%  215M 0s\n",
            " 34200K .......... .......... .......... .......... .......... 38%  350M 0s\n",
            " 34250K .......... .......... .......... .......... .......... 39%  268M 0s\n",
            " 34300K .......... .......... .......... .......... .......... 39%  379M 0s\n",
            " 34350K .......... .......... .......... .......... .......... 39%  320M 0s\n",
            " 34400K .......... .......... .......... .......... .......... 39%  379M 0s\n",
            " 34450K .......... .......... .......... .......... .......... 39%  388M 0s\n",
            " 34500K .......... .......... .......... .......... .......... 39%  274M 0s\n",
            " 34550K .......... .......... .......... .......... .......... 39%  245M 0s\n",
            " 34600K .......... .......... .......... .......... .......... 39%  246M 0s\n",
            " 34650K .......... .......... .......... .......... .......... 39%  337M 0s\n",
            " 34700K .......... .......... .......... .......... .......... 39%  338M 0s\n",
            " 34750K .......... .......... .......... .......... .......... 39%  245M 0s\n",
            " 34800K .......... .......... .......... .......... .......... 39%  225M 0s\n",
            " 34850K .......... .......... .......... .......... .......... 39%  257M 0s\n",
            " 34900K .......... .......... .......... .......... .......... 39%  353M 0s\n",
            " 34950K .......... .......... .......... .......... .......... 39%  247M 0s\n",
            " 35000K .......... .......... .......... .......... .......... 39%  287M 0s\n",
            " 35050K .......... .......... .......... .......... .......... 39%  342M 0s\n",
            " 35100K .......... .......... .......... .......... .......... 39%  396M 0s\n",
            " 35150K .......... .......... .......... .......... .......... 40%  230M 0s\n",
            " 35200K .......... .......... .......... .......... .......... 40%  265M 0s\n",
            " 35250K .......... .......... .......... .......... .......... 40%  195M 0s\n",
            " 35300K .......... .......... .......... .......... .......... 40%  261M 0s\n",
            " 35350K .......... .......... .......... .......... .......... 40%  312M 0s\n",
            " 35400K .......... .......... .......... .......... .......... 40%  289M 0s\n",
            " 35450K .......... .......... .......... .......... .......... 40%  335M 0s\n",
            " 35500K .......... .......... .......... .......... .......... 40%  315M 0s\n",
            " 35550K .......... .......... .......... .......... .......... 40%  334M 0s\n",
            " 35600K .......... .......... .......... .......... .......... 40%  410M 0s\n",
            " 35650K .......... .......... .......... .......... .......... 40%  394M 0s\n",
            " 35700K .......... .......... .......... .......... .......... 40%  421M 0s\n",
            " 35750K .......... .......... .......... .......... .......... 40%  281M 0s\n",
            " 35800K .......... .......... .......... .......... .......... 40%  386M 0s\n",
            " 35850K .......... .......... .......... .......... .......... 40%  388M 0s\n",
            " 35900K .......... .......... .......... .......... .......... 40%  385M 0s\n",
            " 35950K .......... .......... .......... .......... .......... 40%  290M 0s\n",
            " 36000K .......... .......... .......... .......... .......... 40%  395M 0s\n",
            " 36050K .......... .......... .......... .......... .......... 41%  323M 0s\n",
            " 36100K .......... .......... .......... .......... .......... 41%  241M 0s\n",
            " 36150K .......... .......... .......... .......... .......... 41%  302M 0s\n",
            " 36200K .......... .......... .......... .......... .......... 41%  321M 0s\n",
            " 36250K .......... .......... .......... .......... .......... 41%  208M 0s\n",
            " 36300K .......... .......... .......... .......... .......... 41%  227M 0s\n",
            " 36350K .......... .......... .......... .......... .......... 41%  162M 0s\n",
            " 36400K .......... .......... .......... .......... .......... 41%  235M 0s\n",
            " 36450K .......... .......... .......... .......... .......... 41%  294M 0s\n",
            " 36500K .......... .......... .......... .......... .......... 41%  268M 0s\n",
            " 36550K .......... .......... .......... .......... .......... 41%  242M 0s\n",
            " 36600K .......... .......... .......... .......... .......... 41%  238M 0s\n",
            " 36650K .......... .......... .......... .......... .......... 41%  214M 0s\n",
            " 36700K .......... .......... .......... .......... .......... 41%  241M 0s\n",
            " 36750K .......... .......... .......... .......... .......... 41%  183M 0s\n",
            " 36800K .......... .......... .......... .......... .......... 41%  207M 0s\n",
            " 36850K .......... .......... .......... .......... .......... 41%  210M 0s\n",
            " 36900K .......... .......... .......... .......... .......... 42%  249M 0s\n",
            " 36950K .......... .......... .......... .......... .......... 42%  223M 0s\n",
            " 37000K .......... .......... .......... .......... .......... 42%  232M 0s\n",
            " 37050K .......... .......... .......... .......... .......... 42%  242M 0s\n",
            " 37100K .......... .......... .......... .......... .......... 42%  274M 0s\n",
            " 37150K .......... .......... .......... .......... .......... 42%  349M 0s\n",
            " 37200K .......... .......... .......... .......... .......... 42%  421M 0s\n",
            " 37250K .......... .......... .......... .......... .......... 42%  418M 0s\n",
            " 37300K .......... .......... .......... .......... .......... 42%  416M 0s\n",
            " 37350K .......... .......... .......... .......... .......... 42%  372M 0s\n",
            " 37400K .......... .......... .......... .......... .......... 42%  342M 0s\n",
            " 37450K .......... .......... .......... .......... .......... 42%  407M 0s\n",
            " 37500K .......... .......... .......... .......... .......... 42%  399M 0s\n",
            " 37550K .......... .......... .......... .......... .......... 42%  337M 0s\n",
            " 37600K .......... .......... .......... .......... .......... 42%  412M 0s\n",
            " 37650K .......... .......... .......... .......... .......... 42%  413M 0s\n",
            " 37700K .......... .......... .......... .......... .......... 42%  408M 0s\n",
            " 37750K .......... .......... .......... .......... .......... 42%  362M 0s\n",
            " 37800K .......... .......... .......... .......... .......... 43%  357M 0s\n",
            " 37850K .......... .......... .......... .......... .......... 43%  421M 0s\n",
            " 37900K .......... .......... .......... .......... .......... 43%  412M 0s\n",
            " 37950K .......... .......... .......... .......... .......... 43%  343M 0s\n",
            " 38000K .......... .......... .......... .......... .......... 43%  398M 0s\n",
            " 38050K .......... .......... .......... .......... .......... 43%  409M 0s\n",
            " 38100K .......... .......... .......... .......... .......... 43%  428M 0s\n",
            " 38150K .......... .......... .......... .......... .......... 43%  384M 0s\n",
            " 38200K .......... .......... .......... .......... .......... 43%  303M 0s\n",
            " 38250K .......... .......... .......... .......... .......... 43%  327M 0s\n",
            " 38300K .......... .......... .......... .......... .......... 43%  367M 0s\n",
            " 38350K .......... .......... .......... .......... .......... 43%  312M 0s\n",
            " 38400K .......... .......... .......... .......... .......... 43%  357M 0s\n",
            " 38450K .......... .......... .......... .......... .......... 43%  350M 0s\n",
            " 38500K .......... .......... .......... .......... .......... 43%  172M 0s\n",
            " 38550K .......... .......... .......... .......... .......... 43%  188M 0s\n",
            " 38600K .......... .......... .......... .......... .......... 43%  281M 0s\n",
            " 38650K .......... .......... .......... .......... .......... 44%  240M 0s\n",
            " 38700K .......... .......... .......... .......... .......... 44%  247M 0s\n",
            " 38750K .......... .......... .......... .......... .......... 44%  190M 0s\n",
            " 38800K .......... .......... .......... .......... .......... 44%  253M 0s\n",
            " 38850K .......... .......... .......... .......... .......... 44%  266M 0s\n",
            " 38900K .......... .......... .......... .......... .......... 44%  259M 0s\n",
            " 38950K .......... .......... .......... .......... .......... 44%  215M 0s\n",
            " 39000K .......... .......... .......... .......... .......... 44%  216M 0s\n",
            " 39050K .......... .......... .......... .......... .......... 44%  281M 0s\n",
            " 39100K .......... .......... .......... .......... .......... 44%  426M 0s\n",
            " 39150K .......... .......... .......... .......... .......... 44%  353M 0s\n",
            " 39200K .......... .......... .......... .......... .......... 44%  418M 0s\n",
            " 39250K .......... .......... .......... .......... .......... 44%  432M 0s\n",
            " 39300K .......... .......... .......... .......... .......... 44%  430M 0s\n",
            " 39350K .......... .......... .......... .......... .......... 44%  257M 0s\n",
            " 39400K .......... .......... .......... .......... .......... 44%  373M 0s\n",
            " 39450K .......... .......... .......... .......... .......... 44%  402M 0s\n",
            " 39500K .......... .......... .......... .......... .......... 44%  400M 0s\n",
            " 39550K .......... .......... .......... .......... .......... 45%  346M 0s\n",
            " 39600K .......... .......... .......... .......... .......... 45%  404M 0s\n",
            " 39650K .......... .......... .......... .......... .......... 45%  398M 0s\n",
            " 39700K .......... .......... .......... .......... .......... 45%  330M 0s\n",
            " 39750K .......... .......... .......... .......... .......... 45%  212M 0s\n",
            " 39800K .......... .......... .......... .......... .......... 45%  214M 0s\n",
            " 39850K .......... .......... .......... .......... .......... 45%  189M 0s\n",
            " 39900K .......... .......... .......... .......... .......... 45%  186M 0s\n",
            " 39950K .......... .......... .......... .......... .......... 45%  165M 0s\n",
            " 40000K .......... .......... .......... .......... .......... 45%  275M 0s\n",
            " 40050K .......... .......... .......... .......... .......... 45%  232M 0s\n",
            " 40100K .......... .......... .......... .......... .......... 45%  259M 0s\n",
            " 40150K .......... .......... .......... .......... .......... 45%  199M 0s\n",
            " 40200K .......... .......... .......... .......... .......... 45%  250M 0s\n",
            " 40250K .......... .......... .......... .......... .......... 45%  243M 0s\n",
            " 40300K .......... .......... .......... .......... .......... 45%  255M 0s\n",
            " 40350K .......... .......... .......... .......... .......... 45%  194M 0s\n",
            " 40400K .......... .......... .......... .......... .......... 46%  223M 0s\n",
            " 40450K .......... .......... .......... .......... .......... 46%  257M 0s\n",
            " 40500K .......... .......... .......... .......... .......... 46%  245M 0s\n",
            " 40550K .......... .......... .......... .......... .......... 46%  262M 0s\n",
            " 40600K .......... .......... .......... .......... .......... 46%  225M 0s\n",
            " 40650K .......... .......... .......... .......... .......... 46%  361M 0s\n",
            " 40700K .......... .......... .......... .......... .......... 46%  281M 0s\n",
            " 40750K .......... .......... .......... .......... .......... 46%  272M 0s\n",
            " 40800K .......... .......... .......... .......... .......... 46%  233M 0s\n",
            " 40850K .......... .......... .......... .......... .......... 46%  318M 0s\n",
            " 40900K .......... .......... .......... .......... .......... 46%  377M 0s\n",
            " 40950K .......... .......... .......... .......... .......... 46%  229M 0s\n",
            " 41000K .......... .......... .......... .......... .......... 46%  363M 0s\n",
            " 41050K .......... .......... .......... .......... .......... 46%  332M 0s\n",
            " 41100K .......... .......... .......... .......... .......... 46%  316M 0s\n",
            " 41150K .......... .......... .......... .......... .......... 46%  202M 0s\n",
            " 41200K .......... .......... .......... .......... .......... 46%  191M 0s\n",
            " 41250K .......... .......... .......... .......... .......... 46%  187M 0s\n",
            " 41300K .......... .......... .......... .......... .......... 47%  268M 0s\n",
            " 41350K .......... .......... .......... .......... .......... 47%  285M 0s\n",
            " 41400K .......... .......... .......... .......... .......... 47%  351M 0s\n",
            " 41450K .......... .......... .......... .......... .......... 47%  337M 0s\n",
            " 41500K .......... .......... .......... .......... .......... 47%  274M 0s\n",
            " 41550K .......... .......... .......... .......... .......... 47%  239M 0s\n",
            " 41600K .......... .......... .......... .......... .......... 47%  421M 0s\n",
            " 41650K .......... .......... .......... .......... .......... 47%  314M 0s\n",
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            " 41750K .......... .......... .......... .......... .......... 47%  178M 0s\n",
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            " 41850K .......... .......... .......... .......... .......... 47%  329M 0s\n",
            " 41900K .......... .......... .......... .......... .......... 47%  361M 0s\n",
            " 41950K .......... .......... .......... .......... .......... 47%  220M 0s\n",
            " 42000K .......... .......... .......... .......... .......... 47%  302M 0s\n",
            " 42050K .......... .......... .......... .......... .......... 47%  329M 0s\n",
            " 42100K .......... .......... .......... .......... .......... 47%  327M 0s\n",
            " 42150K .......... .......... .......... .......... .......... 47%  318M 0s\n",
            " 42200K .......... .......... .......... .......... .......... 48%  244M 0s\n",
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            " 42300K .......... .......... .......... .......... .......... 48%  399M 0s\n",
            " 42350K .......... .......... .......... .......... .......... 48%  302M 0s\n",
            " 42400K .......... .......... .......... .......... .......... 48%  226M 0s\n",
            " 42450K .......... .......... .......... .......... .......... 48%  240M 0s\n",
            " 42500K .......... .......... .......... .......... .......... 48%  364M 0s\n",
            " 42550K .......... .......... .......... .......... .......... 48%  323M 0s\n",
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            " 42700K .......... .......... .......... .......... .......... 48%  311M 0s\n",
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            " 42800K .......... .......... .......... .......... .......... 48%  400M 0s\n",
            " 42850K .......... .......... .......... .......... .......... 48%  382M 0s\n",
            " 42900K .......... .......... .......... .......... .......... 48%  247M 0s\n",
            " 42950K .......... .......... .......... .......... .......... 48%  245M 0s\n",
            " 43000K .......... .......... .......... .......... .......... 48%  398M 0s\n",
            " 43050K .......... .......... .......... .......... .......... 49%  409M 0s\n",
            " 43100K .......... .......... .......... .......... .......... 49%  285M 0s\n",
            " 43150K .......... .......... .......... .......... .......... 49%  275M 0s\n",
            " 43200K .......... .......... .......... .......... .......... 49%  321M 0s\n",
            " 43250K .......... .......... .......... .......... .......... 49%  390M 0s\n",
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            " 43450K .......... .......... .......... .......... .......... 49%  422M 0s\n",
            " 43500K .......... .......... .......... .......... .......... 49%  385M 0s\n",
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            " 43700K .......... .......... .......... .......... .......... 49%  311M 0s\n",
            " 43750K .......... .......... .......... .......... .......... 49%  366M 0s\n",
            " 43800K .......... .......... .......... .......... .......... 49%  429M 0s\n",
            " 43850K .......... .......... .......... .......... .......... 49%  297M 0s\n",
            " 43900K .......... .......... .......... .......... .......... 49%  320M 0s\n",
            " 43950K .......... .......... .......... .......... .......... 50%  228M 0s\n",
            " 44000K .......... .......... .......... .......... .......... 50%  307M 0s\n",
            " 44050K .......... .......... .......... .......... .......... 50%  263M 0s\n",
            " 44100K .......... .......... .......... .......... .......... 50%  230M 0s\n",
            " 44150K .......... .......... .......... .......... .......... 50%  197M 0s\n",
            " 44200K .......... .......... .......... .......... .......... 50%  325M 0s\n",
            " 44250K .......... .......... .......... .......... .......... 50%  333M 0s\n",
            " 44300K .......... .......... .......... .......... .......... 50%  197M 0s\n",
            " 44350K .......... .......... .......... .......... .......... 50%  299M 0s\n",
            " 44400K .......... .......... .......... .......... .......... 50%  401M 0s\n",
            " 44450K .......... .......... .......... .......... .......... 50%  418M 0s\n",
            " 44500K .......... .......... .......... .......... .......... 50%  410M 0s\n",
            " 44550K .......... .......... .......... .......... .......... 50%  266M 0s\n",
            " 44600K .......... .......... .......... .......... .......... 50%  301M 0s\n",
            " 44650K .......... .......... .......... .......... .......... 50%  240M 0s\n",
            " 44700K .......... .......... .......... .......... .......... 50%  361M 0s\n",
            " 44750K .......... .......... .......... .......... .......... 50%  357M 0s\n",
            " 44800K .......... .......... .......... .......... .......... 51%  418M 0s\n",
            " 44850K .......... .......... .......... .......... .......... 51%  270M 0s\n",
            " 44900K .......... .......... .......... .......... .......... 51%  416M 0s\n",
            " 44950K .......... .......... .......... .......... .......... 51%  369M 0s\n",
            " 45000K .......... .......... .......... .......... .......... 51%  377M 0s\n",
            " 45050K .......... .......... .......... .......... .......... 51%  262M 0s\n",
            " 45100K .......... .......... .......... .......... .......... 51%  415M 0s\n",
            " 45150K .......... .......... .......... .......... .......... 51%  285M 0s\n",
            " 45200K .......... .......... .......... .......... .......... 51%  305M 0s\n",
            " 45250K .......... .......... .......... .......... .......... 51%  419M 0s\n",
            " 45300K .......... .......... .......... .......... .......... 51%  417M 0s\n",
            " 45350K .......... .......... .......... .......... .......... 51%  279M 0s\n",
            " 45400K .......... .......... .......... .......... .......... 51%  263M 0s\n",
            " 45450K .......... .......... .......... .......... .......... 51%  402M 0s\n",
            " 45500K .......... .......... .......... .......... .......... 51%  377M 0s\n",
            " 45550K .......... .......... .......... .......... .......... 51%  192M 0s\n",
            " 45600K .......... .......... .......... .......... .......... 51%  362M 0s\n",
            " 45650K .......... .......... .......... .......... .......... 51%  272M 0s\n",
            " 45700K .......... .......... .......... .......... .......... 52%  347M 0s\n",
            " 45750K .......... .......... .......... .......... .......... 52%  329M 0s\n",
            " 45800K .......... .......... .......... .......... .......... 52%  318M 0s\n",
            " 45850K .......... .......... .......... .......... .......... 52%  196M 0s\n",
            " 45900K .......... .......... .......... .......... .......... 52%  259M 0s\n",
            " 45950K .......... .......... .......... .......... .......... 52%  210M 0s\n",
            " 46000K .......... .......... .......... .......... .......... 52%  300M 0s\n",
            " 46050K .......... .......... .......... .......... .......... 52%  413M 0s\n",
            " 46100K .......... .......... .......... .......... .......... 52%  371M 0s\n",
            " 46150K .......... .......... .......... .......... .......... 52%  346M 0s\n",
            " 46200K .......... .......... .......... .......... .......... 52%  373M 0s\n",
            " 46250K .......... .......... .......... .......... .......... 52%  273M 0s\n",
            " 46300K .......... .......... .......... .......... .......... 52%  284M 0s\n",
            " 46350K .......... .......... .......... .......... .......... 52%  209M 0s\n",
            " 46400K .......... .......... .......... .......... .......... 52%  252M 0s\n",
            " 46450K .......... .......... .......... .......... .......... 52%  253M 0s\n",
            " 46500K .......... .......... .......... .......... .......... 52%  316M 0s\n",
            " 46550K .......... .......... .......... .......... .......... 52%  327M 0s\n",
            " 46600K .......... .......... .......... .......... .......... 53%  429M 0s\n",
            " 46650K .......... .......... .......... .......... .......... 53%  407M 0s\n",
            " 46700K .......... .......... .......... .......... .......... 53%  290M 0s\n",
            " 46750K .......... .......... .......... .......... .......... 53%  211M 0s\n",
            " 46800K .......... .......... .......... .......... .......... 53%  380M 0s\n",
            " 46850K .......... .......... .......... .......... .......... 53%  279M 0s\n",
            " 46900K .......... .......... .......... .......... .......... 53%  407M 0s\n",
            " 46950K .......... .......... .......... .......... .......... 53%  236M 0s\n",
            " 47000K .......... .......... .......... .......... .......... 53%  216M 0s\n",
            " 47050K .......... .......... .......... .......... .......... 53%  267M 0s\n",
            " 47100K .......... .......... .......... .......... .......... 53%  313M 0s\n",
            " 47150K .......... .......... .......... .......... .......... 53%  303M 0s\n",
            " 47200K .......... .......... .......... .......... .......... 53%  221M 0s\n",
            " 47250K .......... .......... .......... .......... .......... 53%  242M 0s\n",
            " 47300K .......... .......... .......... .......... .......... 53%  306M 0s\n",
            " 47350K .......... .......... .......... .......... .......... 53%  246M 0s\n",
            " 47400K .......... .......... .......... .......... .......... 53%  293M 0s\n",
            " 47450K .......... .......... .......... .......... .......... 54%  304M 0s\n",
            " 47500K .......... .......... .......... .......... .......... 54%  250M 0s\n",
            " 47550K .......... .......... .......... .......... .......... 54%  319M 0s\n",
            " 47600K .......... .......... .......... .......... .......... 54%  401M 0s\n",
            " 47650K .......... .......... .......... .......... .......... 54%  281M 0s\n",
            " 47700K .......... .......... .......... .......... .......... 54%  401M 0s\n",
            " 47750K .......... .......... .......... .......... .......... 54%  348M 0s\n",
            " 47800K .......... .......... .......... .......... .......... 54%  278M 0s\n",
            " 47850K .......... .......... .......... .......... .......... 54%  283M 0s\n",
            " 47900K .......... .......... .......... .......... .......... 54%  194M 0s\n",
            " 47950K .......... .......... .......... .......... .......... 54%  237M 0s\n",
            " 48000K .......... .......... .......... .......... .......... 54%  370M 0s\n",
            " 48050K .......... .......... .......... .......... .......... 54%  364M 0s\n",
            " 48100K .......... .......... .......... .......... .......... 54%  282M 0s\n",
            " 48150K .......... .......... .......... .......... .......... 54%  385M 0s\n",
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            " 48350K .......... .......... .......... .......... .......... 55%  347M 0s\n",
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            " 48500K .......... .......... .......... .......... .......... 55%  207M 0s\n",
            " 48550K .......... .......... .......... .......... .......... 55%  200M 0s\n",
            " 48600K .......... .......... .......... .......... .......... 55%  219M 0s\n",
            " 48650K .......... .......... .......... .......... .......... 55%  242M 0s\n",
            " 48700K .......... .......... .......... .......... .......... 55%  363M 0s\n",
            " 48750K .......... .......... .......... .......... .......... 55%  231M 0s\n",
            " 48800K .......... .......... .......... .......... .......... 55%  220M 0s\n",
            " 48850K .......... .......... .......... .......... .......... 55%  300M 0s\n",
            " 48900K .......... .......... .......... .......... .......... 55%  252M 0s\n",
            " 48950K .......... .......... .......... .......... .......... 55%  285M 0s\n",
            " 49000K .......... .......... .......... .......... .......... 55%  347M 0s\n",
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            " 49200K .......... .......... .......... .......... .......... 56%  384M 0s\n",
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            " 50050K .......... .......... .......... .......... .......... 56%  433M 0s\n",
            " 50100K .......... .......... .......... .......... .......... 57%  270M 0s\n",
            " 50150K .......... .......... .......... .......... .......... 57%  327M 0s\n",
            " 50200K .......... .......... .......... .......... .......... 57%  365M 0s\n",
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            " 51800K .......... .......... .......... .......... .......... 58%  200M 0s\n",
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            " 56350K .......... .......... .......... .......... .......... 64%  227M 0s\n",
            " 56400K .......... .......... .......... .......... .......... 64%  242M 0s\n",
            " 56450K .......... .......... .......... .......... .......... 64%  238M 0s\n",
            " 56500K .......... .......... .......... .......... .......... 64%  225M 0s\n",
            " 56550K .......... .......... .......... .......... .......... 64%  206M 0s\n",
            " 56600K .......... .......... .......... .......... .......... 64%  297M 0s\n",
            " 56650K .......... .......... .......... .......... .......... 64%  369M 0s\n",
            " 56700K .......... .......... .......... .......... .......... 64%  345M 0s\n",
            " 56750K .......... .......... .......... .......... .......... 64%  193M 0s\n",
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            " 56850K .......... .......... .......... .......... .......... 64%  278M 0s\n",
            " 56900K .......... .......... .......... .......... .......... 64%  239M 0s\n",
            " 56950K .......... .......... .......... .......... .......... 64%  190M 0s\n",
            " 57000K .......... .......... .......... .......... .......... 64%  279M 0s\n",
            " 57050K .......... .......... .......... .......... .......... 64%  333M 0s\n",
            " 57100K .......... .......... .......... .......... .......... 64%  376M 0s\n",
            " 57150K .......... .......... .......... .......... .......... 65%  151M 0s\n",
            " 57200K .......... .......... .......... .......... .......... 65%  288M 0s\n",
            " 57250K .......... .......... .......... .......... .......... 65%  361M 0s\n",
            " 57300K .......... .......... .......... .......... .......... 65%  299M 0s\n",
            " 57350K .......... .......... .......... .......... .......... 65%  265M 0s\n",
            " 57400K .......... .......... .......... .......... .......... 65%  340M 0s\n",
            " 57450K .......... .......... .......... .......... .......... 65%  317M 0s\n",
            " 57500K .......... .......... .......... .......... .......... 65%  354M 0s\n",
            " 57550K .......... .......... .......... .......... .......... 65%  281M 0s\n",
            " 57600K .......... .......... .......... .......... .......... 65%  311M 0s\n",
            " 57650K .......... .......... .......... .......... .......... 65%  411M 0s\n",
            " 57700K .......... .......... .......... .......... .......... 65%  425M 0s\n",
            " 57750K .......... .......... .......... .......... .......... 65%  354M 0s\n",
            " 57800K .......... .......... .......... .......... .......... 65%  373M 0s\n",
            " 57850K .......... .......... .......... .......... .......... 65%  404M 0s\n",
            " 57900K .......... .......... .......... .......... .......... 65%  427M 0s\n",
            " 57950K .......... .......... .......... .......... .......... 65%  362M 0s\n",
            " 58000K .......... .......... .......... .......... .......... 66%  415M 0s\n",
            " 58050K .......... .......... .......... .......... .......... 66%  421M 0s\n",
            " 58100K .......... .......... .......... .......... .......... 66%  427M 0s\n",
            " 58150K .......... .......... .......... .......... .......... 66%  386M 0s\n",
            " 58200K .......... .......... .......... .......... .......... 66%  386M 0s\n",
            " 58250K .......... .......... .......... .......... .......... 66%  408M 0s\n",
            " 58300K .......... .......... .......... .......... .......... 66%  425M 0s\n",
            " 58350K .......... .......... .......... .......... .......... 66%  359M 0s\n",
            " 58400K .......... .......... .......... .......... .......... 66%  427M 0s\n",
            " 58450K .......... .......... .......... .......... .......... 66%  415M 0s\n",
            " 58500K .......... .......... .......... .......... .......... 66%  346M 0s\n",
            " 58550K .......... .......... .......... .......... .......... 66%  373M 0s\n",
            " 58600K .......... .......... .......... .......... .......... 66%  340M 0s\n",
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            " 58750K .......... .......... .......... .......... .......... 66%  327M 0s\n",
            " 58800K .......... .......... .......... .......... .......... 66%  399M 0s\n",
            " 58850K .......... .......... .......... .......... .......... 66%  410M 0s\n",
            " 58900K .......... .......... .......... .......... .......... 67%  407M 0s\n",
            " 58950K .......... .......... .......... .......... .......... 67%  374M 0s\n",
            " 59000K .......... .......... .......... .......... .......... 67%  338M 0s\n",
            " 59050K .......... .......... .......... .......... .......... 67%  325M 0s\n",
            " 59100K .......... .......... .......... .......... .......... 67%  373M 0s\n",
            " 59150K .......... .......... .......... .......... .......... 67%  309M 0s\n",
            " 59200K .......... .......... .......... .......... .......... 67%  351M 0s\n",
            " 59250K .......... .......... .......... .......... .......... 67%  374M 0s\n",
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            " 59350K .......... .......... .......... .......... .......... 67%  299M 0s\n",
            " 59400K .......... .......... .......... .......... .......... 67%  334M 0s\n",
            " 59450K .......... .......... .......... .......... .......... 67%  332M 0s\n",
            " 59500K .......... .......... .......... .......... .......... 67%  416M 0s\n",
            " 59550K .......... .......... .......... .......... .......... 67%  364M 0s\n",
            " 59600K .......... .......... .......... .......... .......... 67%  427M 0s\n",
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            " 59750K .......... .......... .......... .......... .......... 68%  348M 0s\n",
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            " 60000K .......... .......... .......... .......... .......... 68%  433M 0s\n",
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            " 60200K .......... .......... .......... .......... .......... 68% 2.77M 0s\n",
            " 60250K .......... .......... .......... .......... .......... 68%  208M 0s\n",
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            " 60400K .......... .......... .......... .......... .......... 68%  361M 0s\n",
            " 60450K .......... .......... .......... .......... .......... 68% 9.90M 0s\n",
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            " 60900K .......... .......... .......... .......... .......... 69% 50.4M 0s\n",
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            " 68850K .......... .......... .......... .......... .......... 78%  409M 0s\n",
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            " 68950K .......... .......... .......... .......... .......... 78%  204M 0s\n",
            " 69000K .......... .......... .......... .......... .......... 78%  204M 0s\n",
            " 69050K .......... .......... .......... .......... .......... 78%  210M 0s\n",
            " 69100K .......... .......... .......... .......... .......... 78%  220M 0s\n",
            " 69150K .......... .......... .......... .......... .......... 78%  198M 0s\n",
            " 69200K .......... .......... .......... .......... .......... 78%  214M 0s\n",
            " 69250K .......... .......... .......... .......... .......... 78%  220M 0s\n",
            " 69300K .......... .......... .......... .......... .......... 78%  311M 0s\n",
            " 69350K .......... .......... .......... .......... .......... 78%  323M 0s\n",
            " 69400K .......... .......... .......... .......... .......... 78%  370M 0s\n",
            " 69450K .......... .......... .......... .......... .......... 79%  353M 0s\n",
            " 69500K .......... .......... .......... .......... .......... 79%  375M 0s\n",
            " 69550K .......... .......... .......... .......... .......... 79%  277M 0s\n",
            " 69600K .......... .......... .......... .......... .......... 79%  314M 0s\n",
            " 69650K .......... .......... .......... .......... .......... 79%  401M 0s\n",
            " 69700K .......... .......... .......... .......... .......... 79%  406M 0s\n",
            " 69750K .......... .......... .......... .......... .......... 79%  343M 0s\n",
            " 69800K .......... .......... .......... .......... .......... 79%  402M 0s\n",
            " 69850K .......... .......... .......... .......... .......... 79%  406M 0s\n",
            " 69900K .......... .......... .......... .......... .......... 79%  191M 0s\n",
            " 69950K .......... .......... .......... .......... .......... 79%  193M 0s\n",
            " 70000K .......... .......... .......... .......... .......... 79%  246M 0s\n",
            " 70050K .......... .......... .......... .......... .......... 79%  223M 0s\n",
            " 70100K .......... .......... .......... .......... .......... 79%  186M 0s\n",
            " 70150K .......... .......... .......... .......... .......... 79%  194M 0s\n",
            " 70200K .......... .......... .......... .......... .......... 79%  189M 0s\n",
            " 70250K .......... .......... .......... .......... .......... 79%  193M 0s\n",
            " 70300K .......... .......... .......... .......... .......... 80%  240M 0s\n",
            " 70350K .......... .......... .......... .......... .......... 80%  305M 0s\n",
            " 70400K .......... .......... .......... .......... .......... 80%  344M 0s\n",
            " 70450K .......... .......... .......... .......... .......... 80%  366M 0s\n",
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            " 70550K .......... .......... .......... .......... .......... 80%  344M 0s\n",
            " 70600K .......... .......... .......... .......... .......... 80%  383M 0s\n",
            " 70650K .......... .......... .......... .......... .......... 80%  337M 0s\n",
            " 70700K .......... .......... .......... .......... .......... 80%  320M 0s\n",
            " 70750K .......... .......... .......... .......... .......... 80%  304M 0s\n",
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            " 70850K .......... .......... .......... .......... .......... 80%  361M 0s\n",
            " 70900K .......... .......... .......... .......... .......... 80%  366M 0s\n",
            " 70950K .......... .......... .......... .......... .......... 80%  332M 0s\n",
            " 71000K .......... .......... .......... .......... .......... 80%  327M 0s\n",
            " 71050K .......... .......... .......... .......... .......... 80%  366M 0s\n",
            " 71100K .......... .......... .......... .......... .......... 80%  320M 0s\n",
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            " 71300K .......... .......... .......... .......... .......... 81%  192M 0s\n",
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            " 71450K .......... .......... .......... .......... .......... 81%  222M 0s\n",
            " 71500K .......... .......... .......... .......... .......... 81%  215M 0s\n",
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            " 71750K .......... .......... .......... .......... .......... 81%  163M 0s\n",
            " 71800K .......... .......... .......... .......... .......... 81%  255M 0s\n",
            " 71850K .......... .......... .......... .......... .......... 81%  387M 0s\n",
            " 71900K .......... .......... .......... .......... .......... 81%  313M 0s\n",
            " 71950K .......... .......... .......... .......... .......... 81%  202M 0s\n",
            " 72000K .......... .......... .......... .......... .......... 81%  254M 0s\n",
            " 72050K .......... .......... .......... .......... .......... 81%  343M 0s\n",
            " 72100K .......... .......... .......... .......... .......... 82%  254M 0s\n",
            " 72150K .......... .......... .......... .......... .......... 82%  248M 0s\n",
            " 72200K .......... .......... .......... .......... .......... 82%  204M 0s\n",
            " 72250K .......... .......... .......... .......... .......... 82%  315M 0s\n",
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            " 72800K .......... .......... .......... .......... .......... 82%  409M 0s\n",
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            " 73000K .......... .......... .......... .......... .......... 83%  418M 0s\n",
            " 73050K .......... .......... .......... .......... .......... 83%  384M 0s\n",
            " 73100K .......... .......... .......... .......... .......... 83%  284M 0s\n",
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            " 73200K .......... .......... .......... .......... .......... 83%  348M 0s\n",
            " 73250K .......... .......... .......... .......... .......... 83%  402M 0s\n",
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            " 74000K .......... .......... .......... .......... .......... 84%  296M 0s\n",
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            " 74100K .......... .......... .......... .......... .......... 84%  352M 0s\n",
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            " 75100K .......... .......... .......... .......... .......... 85%  316M 0s\n",
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            " 81250K .......... .......... .......... .......... .......... 92%  417M 0s\n",
            " 81300K .......... .......... .......... .......... .......... 92%  422M 0s\n",
            " 81350K .......... .......... .......... .......... .......... 92%  369M 0s\n",
            " 81400K .......... .......... .......... .......... .......... 92%  415M 0s\n",
            " 81450K .......... .......... .......... .......... .......... 92%  300M 0s\n",
            " 81500K .......... .......... .......... .......... .......... 92%  381M 0s\n",
            " 81550K .......... .......... .......... .......... .......... 92%  307M 0s\n",
            " 81600K .......... .......... .......... .......... .......... 92%  339M 0s\n",
            " 81650K .......... .......... .......... .......... .......... 92%  218M 0s\n",
            " 81700K .......... .......... .......... .......... .......... 92%  190M 0s\n",
            " 81750K .......... .......... .......... .......... .......... 93%  185M 0s\n",
            " 81800K .......... .......... .......... .......... .......... 93%  229M 0s\n",
            " 81850K .......... .......... .......... .......... .......... 93%  255M 0s\n",
            " 81900K .......... .......... .......... .......... .......... 93%  263M 0s\n",
            " 81950K .......... .......... .......... .......... .......... 93%  183M 0s\n",
            " 82000K .......... .......... .......... .......... .......... 93%  215M 0s\n",
            " 82050K .......... .......... .......... .......... .......... 93%  227M 0s\n",
            " 82100K .......... .......... .......... .......... .......... 93%  221M 0s\n",
            " 82150K .......... .......... .......... .......... .......... 93%  180M 0s\n",
            " 82200K .......... .......... .......... .......... .......... 93%  193M 0s\n",
            " 82250K .......... .......... .......... .......... .......... 93%  208M 0s\n",
            " 82300K .......... .......... .......... .......... .......... 93%  211M 0s\n",
            " 82350K .......... .......... .......... .......... .......... 93%  164M 0s\n",
            " 82400K .......... .......... .......... .......... .......... 93%  204M 0s\n",
            " 82450K .......... .......... .......... .......... .......... 93%  243M 0s\n",
            " 82500K .......... .......... .......... .......... .......... 93%  245M 0s\n",
            " 82550K .......... .......... .......... .......... .......... 93%  224M 0s\n",
            " 82600K .......... .......... .......... .......... .......... 93%  189M 0s\n",
            " 82650K .......... .......... .......... .......... .......... 94%  209M 0s\n",
            " 82700K .......... .......... .......... .......... .......... 94%  217M 0s\n",
            " 82750K .......... .......... .......... .......... .......... 94%  165M 0s\n",
            " 82800K .......... .......... .......... .......... .......... 94%  279M 0s\n",
            " 82850K .......... .......... .......... .......... .......... 94%  238M 0s\n",
            " 82900K .......... .......... .......... .......... .......... 94%  242M 0s\n",
            " 82950K .......... .......... .......... .......... .......... 94%  235M 0s\n",
            " 83000K .......... .......... .......... .......... .......... 94%  225M 0s\n",
            " 83050K .......... .......... .......... .......... .......... 94%  216M 0s\n",
            " 83100K .......... .......... .......... .......... .......... 94%  255M 0s\n",
            " 83150K .......... .......... .......... .......... .......... 94%  348M 0s\n",
            " 83200K .......... .......... .......... .......... .......... 94%  365M 0s\n",
            " 83250K .......... .......... .......... .......... .......... 94%  349M 0s\n",
            " 83300K .......... .......... .......... .......... .......... 94%  210M 0s\n",
            " 83350K .......... .......... .......... .......... .......... 94%  301M 0s\n",
            " 83400K .......... .......... .......... .......... .......... 94%  337M 0s\n",
            " 83450K .......... .......... .......... .......... .......... 94%  324M 0s\n",
            " 83500K .......... .......... .......... .......... .......... 95%  412M 0s\n",
            " 83550K .......... .......... .......... .......... .......... 95%  269M 0s\n",
            " 83600K .......... .......... .......... .......... .......... 95%  227M 0s\n",
            " 83650K .......... .......... .......... .......... .......... 95%  385M 0s\n",
            " 83700K .......... .......... .......... .......... .......... 95%  406M 0s\n",
            " 83750K .......... .......... .......... .......... .......... 95%  309M 0s\n",
            " 83800K .......... .......... .......... .......... .......... 95%  272M 0s\n",
            " 83850K .......... .......... .......... .......... .......... 95%  302M 0s\n",
            " 83900K .......... .......... .......... .......... .......... 95%  419M 0s\n",
            " 83950K .......... .......... .......... .......... .......... 95%  315M 0s\n",
            " 84000K .......... .......... .......... .......... .......... 95%  278M 0s\n",
            " 84050K .......... .......... .......... .......... .......... 95%  229M 0s\n",
            " 84100K .......... .......... .......... .......... .......... 95%  310M 0s\n",
            " 84150K .......... .......... .......... .......... .......... 95%  328M 0s\n",
            " 84200K .......... .......... .......... .......... .......... 95%  362M 0s\n",
            " 84250K .......... .......... .......... .......... .......... 95%  250M 0s\n",
            " 84300K .......... .......... .......... .......... .......... 95%  230M 0s\n",
            " 84350K .......... .......... .......... .......... .......... 95%  290M 0s\n",
            " 84400K .......... .......... .......... .......... .......... 96%  403M 0s\n",
            " 84450K .......... .......... .......... .......... .......... 96%  261M 0s\n",
            " 84500K .......... .......... .......... .......... .......... 96%  228M 0s\n",
            " 84550K .......... .......... .......... .......... .......... 96%  223M 0s\n",
            " 84600K .......... .......... .......... .......... .......... 96%  424M 0s\n",
            " 84650K .......... .......... .......... .......... .......... 96%  436M 0s\n",
            " 84700K .......... .......... .......... .......... .......... 96%  357M 0s\n",
            " 84750K .......... .......... .......... .......... .......... 96%  229M 0s\n",
            " 84800K .......... .......... .......... .......... .......... 96%  398M 0s\n",
            " 84850K .......... .......... .......... .......... .......... 96%  361M 0s\n",
            " 84900K .......... .......... .......... .......... .......... 96%  419M 0s\n",
            " 84950K .......... .......... .......... .......... .......... 96%  293M 0s\n",
            " 85000K .......... .......... .......... .......... .......... 96%  246M 0s\n",
            " 85050K .......... .......... .......... .......... .......... 96%  290M 0s\n",
            " 85100K .......... .......... .......... .......... .......... 96%  392M 0s\n",
            " 85150K .......... .......... .......... .......... .......... 96%  359M 0s\n",
            " 85200K .......... .......... .......... .......... .......... 96%  302M 0s\n",
            " 85250K .......... .......... .......... .......... .......... 97%  426M 0s\n",
            " 85300K .......... .......... .......... .......... .......... 97%  395M 0s\n",
            " 85350K .......... .......... .......... .......... .......... 97%  371M 0s\n",
            " 85400K .......... .......... .......... .......... .......... 97%  434M 0s\n",
            " 85450K .......... .......... .......... .......... .......... 97%  424M 0s\n",
            " 85500K .......... .......... .......... .......... .......... 97%  429M 0s\n",
            " 85550K .......... .......... .......... .......... .......... 97%  344M 0s\n",
            " 85600K .......... .......... .......... .......... .......... 97%  332M 0s\n",
            " 85650K .......... .......... .......... .......... .......... 97%  373M 0s\n",
            " 85700K .......... .......... .......... .......... .......... 97%  332M 0s\n",
            " 85750K .......... .......... .......... .......... .......... 97%  318M 0s\n",
            " 85800K .......... .......... .......... .......... .......... 97%  365M 0s\n",
            " 85850K .......... .......... .......... .......... .......... 97%  374M 0s\n",
            " 85900K .......... .......... .......... .......... .......... 97%  376M 0s\n",
            " 85950K .......... .......... .......... .......... .......... 97%  275M 0s\n",
            " 86000K .......... .......... .......... .......... .......... 97%  361M 0s\n",
            " 86050K .......... .......... .......... .......... .......... 97%  340M 0s\n",
            " 86100K .......... .......... .......... .......... .......... 97%  421M 0s\n",
            " 86150K .......... .......... .......... .......... .......... 98%  380M 0s\n",
            " 86200K .......... .......... .......... .......... .......... 98%  400M 0s\n",
            " 86250K .......... .......... .......... .......... .......... 98%  438M 0s\n",
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            " 86350K .......... .......... .......... .......... .......... 98%  284M 0s\n",
            " 86400K .......... .......... .......... .......... .......... 98%  404M 0s\n",
            " 86450K .......... .......... .......... .......... .......... 98%  370M 0s\n",
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            " 86550K .......... .......... .......... .......... .......... 98%  371M 0s\n",
            " 86600K .......... .......... .......... .......... .......... 98%  407M 0s\n",
            " 86650K .......... .......... .......... .......... .......... 98%  408M 0s\n",
            " 86700K .......... .......... .......... .......... .......... 98%  338M 0s\n",
            " 86750K .......... .......... .......... .......... .......... 98%  338M 0s\n",
            " 86800K .......... .......... .......... .......... .......... 98%  407M 0s\n",
            " 86850K .......... .......... .......... .......... .......... 98%  415M 0s\n",
            " 86900K .......... .......... .......... .......... .......... 98%  377M 0s\n",
            " 86950K .......... .......... .......... .......... .......... 98%  374M 0s\n",
            " 87000K .......... .......... .......... .......... .......... 98%  435M 0s\n",
            " 87050K .......... .......... .......... .......... .......... 99%  430M 0s\n",
            " 87100K .......... .......... .......... .......... .......... 99%  388M 0s\n",
            " 87150K .......... .......... .......... .......... .......... 99%  276M 0s\n",
            " 87200K .......... .......... .......... .......... .......... 99%  424M 0s\n",
            " 87250K .......... .......... .......... .......... .......... 99%  438M 0s\n",
            " 87300K .......... .......... .......... .......... .......... 99%  433M 0s\n",
            " 87350K .......... .......... .......... .......... .......... 99%  374M 0s\n",
            " 87400K .......... .......... .......... .......... .......... 99%  436M 0s\n",
            " 87450K .......... .......... .......... .......... .......... 99%  428M 0s\n",
            " 87500K .......... .......... .......... .......... .......... 99%  322M 0s\n",
            " 87550K .......... .......... .......... .......... .......... 99%  278M 0s\n",
            " 87600K .......... .......... .......... .......... .......... 99%  367M 0s\n",
            " 87650K .......... .......... .......... .......... .......... 99%  374M 0s\n",
            " 87700K .......... .......... .......... .......... .......... 99%  365M 0s\n",
            " 87750K .......... .......... .......... .......... .......... 99%  280M 0s\n",
            " 87800K .......... .......... .......... .......... .......... 99%  372M 0s\n",
            " 87850K .......... .......... .......... .......... .......... 99%  328M 0s\n",
            " 87900K .......... .......... ..........                      100%  333M=0.4s\n",
            "\n",
            "2023-05-25 13:41:36 (242 MB/s) - ‘Miniconda3-py37_4.9.2-Linux-x86_64.sh’ saved [90040905/90040905]\n",
            "\n",
            "\r  0%|          | 0/36 [00:00<?, ?it/s]\rExtracting : ca-certificates-2020.10.14-0.conda:   0%|          | 0/36 [00:00<?, ?it/s]\rExtracting : setuptools-50.3.1-py37h06a4308_1.conda:   3%|▎         | 1/36 [00:00<00:06,  5.32it/s]\rExtracting : setuptools-50.3.1-py37h06a4308_1.conda:   6%|▌         | 2/36 [00:00<00:03, 10.62it/s]\rExtracting : requests-2.24.0-py_0.conda:   6%|▌         | 2/36 [00:00<00:03, 10.62it/s]            \rExtracting : tk-8.6.10-hbc83047_0.conda:   8%|▊         | 3/36 [00:00<00:03, 10.62it/s]\rExtracting : libgcc-ng-9.1.0-hdf63c60_0.conda:  11%|█         | 4/36 [00:00<00:03, 10.62it/s]\rExtracting : xz-5.2.5-h7b6447c_0.conda:  14%|█▍        | 5/36 [00:00<00:02, 10.62it/s]       \rExtracting : tqdm-4.51.0-pyhd3eb1b0_0.conda:  17%|█▋        | 6/36 [00:00<00:02, 10.62it/s]\rExtracting : urllib3-1.25.11-py_0.conda:  19%|█▉        | 7/36 [00:00<00:02, 10.62it/s]    \rExtracting : pycosat-0.6.3-py37h27cfd23_0.conda:  22%|██▏       | 8/36 [00:00<00:02, 10.62it/s]\rExtracting : readline-8.0-h7b6447c_0.conda:  25%|██▌       | 9/36 [00:00<00:02, 10.62it/s]     \rExtracting : six-1.15.0-py37h06a4308_0.conda:  28%|██▊       | 10/36 [00:00<00:02, 10.62it/s]\rExtracting : python-3.7.9-h7579374_0.conda:  31%|███       | 11/36 [00:00<00:02, 10.62it/s]  \rExtracting : python-3.7.9-h7579374_0.conda:  33%|███▎      | 12/36 [00:00<00:01, 12.28it/s]\rExtracting : pyopenssl-19.1.0-pyhd3eb1b0_1.conda:  33%|███▎      | 12/36 [00:00<00:01, 12.28it/s]\rExtracting : pip-20.2.4-py37h06a4308_0.conda:  36%|███▌      | 13/36 [00:00<00:01, 12.28it/s]    \rExtracting : libstdcxx-ng-9.1.0-hdf63c60_0.conda:  39%|███▉      | 14/36 [00:00<00:01, 12.28it/s]\rExtracting : brotlipy-0.7.0-py37h27cfd23_1003.conda:  42%|████▏     | 15/36 [00:00<00:01, 12.28it/s]\rExtracting : idna-2.10-py_0.conda:  44%|████▍     | 16/36 [00:00<00:01, 12.28it/s]                  \rExtracting : wheel-0.35.1-pyhd3eb1b0_0.conda:  47%|████▋     | 17/36 [00:00<00:01, 12.28it/s]\rExtracting : sqlite-3.33.0-h62c20be_0.conda:  50%|█████     | 18/36 [00:00<00:01, 12.28it/s] \rExtracting : cffi-1.14.3-py37h261ae71_2.conda:  53%|█████▎    | 19/36 [00:00<00:01, 12.28it/s]\rExtracting : ruamel_yaml-0.15.87-py37h7b6447c_1.conda:  56%|█████▌    | 20/36 [00:00<00:01, 12.28it/s]\rExtracting : _libgcc_mutex-0.1-main.conda:  58%|█████▊    | 21/36 [00:00<00:01, 12.28it/s]            \rExtracting : conda-package-handling-1.7.2-py37h03888b9_0.conda:  61%|██████    | 22/36 [00:00<00:01, 12.28it/s]\rExtracting : chardet-3.0.4-py37h06a4308_1003.conda:  64%|██████▍   | 23/36 [00:00<00:01, 12.28it/s]            \rExtracting : yaml-0.2.5-h7b6447c_0.conda:  67%|██████▋   | 24/36 [00:00<00:00, 12.28it/s]          \rExtracting : conda-4.9.2-py37h06a4308_0.conda:  69%|██████▉   | 25/36 [00:00<00:00, 12.28it/s]\rExtracting : libedit-3.1.20191231-h14c3975_1.conda:  72%|███████▏  | 26/36 [00:00<00:00, 12.28it/s]\rExtracting : ld_impl_linux-64-2.33.1-h53a641e_7.conda:  75%|███████▌  | 27/36 [00:00<00:00, 12.28it/s]\rExtracting : pycparser-2.20-py_2.conda:  78%|███████▊  | 28/36 [00:00<00:00, 12.28it/s]               \rExtracting : openssl-1.1.1h-h7b6447c_0.conda:  81%|████████  | 29/36 [00:00<00:00, 12.28it/s]\rExtracting : pysocks-1.7.1-py37_1.conda:  83%|████████▎ | 30/36 [00:00<00:00, 12.28it/s]     \rExtracting : libffi-3.3-he6710b0_2.conda:  86%|████████▌ | 31/36 [00:00<00:00, 12.28it/s]\rExtracting : ncurses-6.2-he6710b0_1.conda:  89%|████████▉ | 32/36 [00:00<00:00, 12.28it/s]\rExtracting : zlib-1.2.11-h7b6447c_3.conda:  92%|█████████▏| 33/36 [00:00<00:00, 12.28it/s]\rExtracting : certifi-2020.6.20-pyhd3eb1b0_3.conda:  94%|█████████▍| 34/36 [00:00<00:00, 12.28it/s]\rExtracting : cryptography-3.2.1-py37h3c74f83_1.conda:  97%|█████████▋| 35/36 [00:00<00:00, 12.28it/s]\r                                                                                                     \r"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%%bash\n",
        "conda install --channel defaults conda python=3.7 --yes\n",
        "conda update --channel defaults --all --yes"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "U5udkHhH2Nun",
        "outputId": "173b0d9d-b436-4e55-d635-c9d6a3066ae5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting package metadata (current_repodata.json): ...working... done\n",
            "Solving environment: ...working... done\n",
            "\n",
            "## Package Plan ##\n",
            "\n",
            "  environment location: /usr/local\n",
            "\n",
            "  added / updated specs:\n",
            "    - conda\n",
            "    - python=3.7\n",
            "\n",
            "\n",
            "The following packages will be downloaded:\n",
            "\n",
            "    package                    |            build\n",
            "    ---------------------------|-----------------\n",
            "    ca-certificates-2023.01.10 |       h06a4308_0         120 KB\n",
            "    certifi-2022.12.7          |   py37h06a4308_0         150 KB\n",
            "    openssl-1.1.1t             |       h7f8727e_0         3.7 MB\n",
            "    ------------------------------------------------------------\n",
            "                                           Total:         4.0 MB\n",
            "\n",
            "The following packages will be UPDATED:\n",
            "\n",
            "  ca-certificates                              2020.10.14-0 --> 2023.01.10-h06a4308_0\n",
            "  certifi            pkgs/main/noarch::certifi-2020.6.20-p~ --> pkgs/main/linux-64::certifi-2022.12.7-py37h06a4308_0\n",
            "  openssl                                 1.1.1h-h7b6447c_0 --> 1.1.1t-h7f8727e_0\n",
            "\n",
            "\n",
            "\n",
            "Downloading and Extracting Packages\n",
            "\ropenssl-1.1.1t       | 3.7 MB    |            |   0% \ropenssl-1.1.1t       | 3.7 MB    | ########## | 100% \ropenssl-1.1.1t       | 3.7 MB    | ########## | 100% \n",
            "\rcertifi-2022.12.7    | 150 KB    |            |   0% \rcertifi-2022.12.7    | 150 KB    | ########## | 100% \n",
            "\rca-certificates-2023 | 120 KB    |            |   0% \rca-certificates-2023 | 120 KB    | ########## | 100% \n",
            "Preparing transaction: ...working... done\n",
            "Verifying transaction: ...working... done\n",
            "Executing transaction: ...working... done\n",
            "Collecting package metadata (current_repodata.json): ...working... done\n",
            "Solving environment: ...working... done\n",
            "\n",
            "## Package Plan ##\n",
            "\n",
            "  environment location: /usr/local\n",
            "\n",
            "\n",
            "The following packages will be downloaded:\n",
            "\n",
            "    package                    |            build\n",
            "    ---------------------------|-----------------\n",
            "    _openmp_mutex-5.1          |            1_gnu          21 KB\n",
            "    cffi-1.15.1                |   py37h5eee18b_3         240 KB\n",
            "    charset-normalizer-2.0.4   |     pyhd3eb1b0_0          35 KB\n",
            "    cryptography-39.0.1        |   py37h9ce1e76_0         1.4 MB\n",
            "    idna-3.4                   |   py37h06a4308_0          91 KB\n",
            "    ld_impl_linux-64-2.38      |       h1181459_1         654 KB\n",
            "    libffi-3.4.4               |       h6a678d5_0         142 KB\n",
            "    libgcc-ng-11.2.0           |       h1234567_1         5.3 MB\n",
            "    libgomp-11.2.0             |       h1234567_1         474 KB\n",
            "    libstdcxx-ng-11.2.0        |       h1234567_1         4.7 MB\n",
            "    ncurses-6.4                |       h6a678d5_0         914 KB\n",
            "    pip-22.3.1                 |   py37h06a4308_0         2.7 MB\n",
            "    pycosat-0.6.4              |   py37h5eee18b_0          84 KB\n",
            "    pycparser-2.21             |     pyhd3eb1b0_0          94 KB\n",
            "    pyopenssl-23.0.0           |   py37h06a4308_0          96 KB\n",
            "    python-3.7.16              |       h7a1cb2a_0        44.8 MB\n",
            "    readline-8.2               |       h5eee18b_0         357 KB\n",
            "    requests-2.28.1            |   py37h06a4308_0          92 KB\n",
            "    setuptools-65.6.3          |   py37h06a4308_0         1.1 MB\n",
            "    six-1.16.0                 |     pyhd3eb1b0_1          18 KB\n",
            "    sqlite-3.41.2              |       h5eee18b_0         1.2 MB\n",
            "    tk-8.6.12                  |       h1ccaba5_0         3.0 MB\n",
            "    tqdm-4.64.1                |   py37h06a4308_0         126 KB\n",
            "    urllib3-1.26.14            |   py37h06a4308_0         195 KB\n",
            "    wheel-0.38.4               |   py37h06a4308_0          63 KB\n",
            "    xz-5.4.2                   |       h5eee18b_0         642 KB\n",
            "    zlib-1.2.13                |       h5eee18b_0         103 KB\n",
            "    ------------------------------------------------------------\n",
            "                                           Total:        68.7 MB\n",
            "\n",
            "The following NEW packages will be INSTALLED:\n",
            "\n",
            "  _openmp_mutex      pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu\n",
            "  charset-normalizer pkgs/main/noarch::charset-normalizer-2.0.4-pyhd3eb1b0_0\n",
            "  libgomp            pkgs/main/linux-64::libgomp-11.2.0-h1234567_1\n",
            "\n",
            "The following packages will be REMOVED:\n",
            "\n",
            "  chardet-3.0.4-py37h06a4308_1003\n",
            "  libedit-3.1.20191231-h14c3975_1\n",
            "\n",
            "The following packages will be UPDATED:\n",
            "\n",
            "  cffi                                1.14.3-py37h261ae71_2 --> 1.15.1-py37h5eee18b_3\n",
            "  cryptography                         3.2.1-py37h3c74f83_1 --> 39.0.1-py37h9ce1e76_0\n",
            "  idna                     pkgs/main/noarch::idna-2.10-py_0 --> pkgs/main/linux-64::idna-3.4-py37h06a4308_0\n",
            "  ld_impl_linux-64                        2.33.1-h53a641e_7 --> 2.38-h1181459_1\n",
            "  libffi                                     3.3-he6710b0_2 --> 3.4.4-h6a678d5_0\n",
            "  libgcc-ng                                9.1.0-hdf63c60_0 --> 11.2.0-h1234567_1\n",
            "  libstdcxx-ng                             9.1.0-hdf63c60_0 --> 11.2.0-h1234567_1\n",
            "  ncurses                                    6.2-he6710b0_1 --> 6.4-h6a678d5_0\n",
            "  pip                                 20.2.4-py37h06a4308_0 --> 22.3.1-py37h06a4308_0\n",
            "  pycosat                              0.6.3-py37h27cfd23_0 --> 0.6.4-py37h5eee18b_0\n",
            "  pycparser                                       2.20-py_2 --> 2.21-pyhd3eb1b0_0\n",
            "  pyopenssl          pkgs/main/noarch::pyopenssl-19.1.0-py~ --> pkgs/main/linux-64::pyopenssl-23.0.0-py37h06a4308_0\n",
            "  python                                   3.7.9-h7579374_0 --> 3.7.16-h7a1cb2a_0\n",
            "  readline                                   8.0-h7b6447c_0 --> 8.2-h5eee18b_0\n",
            "  requests           pkgs/main/noarch::requests-2.24.0-py_0 --> pkgs/main/linux-64::requests-2.28.1-py37h06a4308_0\n",
            "  setuptools                          50.3.1-py37h06a4308_1 --> 65.6.3-py37h06a4308_0\n",
            "  six                pkgs/main/linux-64::six-1.15.0-py37h0~ --> pkgs/main/noarch::six-1.16.0-pyhd3eb1b0_1\n",
            "  sqlite                                  3.33.0-h62c20be_0 --> 3.41.2-h5eee18b_0\n",
            "  tk                                      8.6.10-hbc83047_0 --> 8.6.12-h1ccaba5_0\n",
            "  tqdm               pkgs/main/noarch::tqdm-4.51.0-pyhd3eb~ --> pkgs/main/linux-64::tqdm-4.64.1-py37h06a4308_0\n",
            "  urllib3            pkgs/main/noarch::urllib3-1.25.11-py_0 --> pkgs/main/linux-64::urllib3-1.26.14-py37h06a4308_0\n",
            "  wheel              pkgs/main/noarch::wheel-0.35.1-pyhd3e~ --> pkgs/main/linux-64::wheel-0.38.4-py37h06a4308_0\n",
            "  xz                                       5.2.5-h7b6447c_0 --> 5.4.2-h5eee18b_0\n",
            "  zlib                                    1.2.11-h7b6447c_3 --> 1.2.13-h5eee18b_0\n",
            "\n",
            "\n",
            "\n",
            "Downloading and Extracting Packages\n",
            "\rsqlite-3.41.2        | 1.2 MB    |            |   0% \rsqlite-3.41.2        | 1.2 MB    | ########## | 100% \n",
            "\rncurses-6.4          | 914 KB    |            |   0% \rncurses-6.4          | 914 KB    | ########## | 100% \rncurses-6.4          | 914 KB    | ########## | 100% \n",
            "\rpip-22.3.1           | 2.7 MB    |            |   0% \rpip-22.3.1           | 2.7 MB    | ########## | 100% \rpip-22.3.1           | 2.7 MB    | ########## | 100% \n",
            "\rcffi-1.15.1          | 240 KB    |            |   0% \rcffi-1.15.1          | 240 KB    | ########## | 100% \n",
            "\rsetuptools-65.6.3    | 1.1 MB    |            |   0% \rsetuptools-65.6.3    | 1.1 MB    | ########## | 100% \rsetuptools-65.6.3    | 1.1 MB    | ########## | 100% \n",
            "\rld_impl_linux-64-2.3 | 654 KB    |            |   0% \rld_impl_linux-64-2.3 | 654 KB    | ########## | 100% \n",
            "\rlibgcc-ng-11.2.0     | 5.3 MB    |            |   0% \rlibgcc-ng-11.2.0     | 5.3 MB    | ########## | 100% \rlibgcc-ng-11.2.0     | 5.3 MB    | ########## | 100% \n",
            "\rpyopenssl-23.0.0     | 96 KB     |            |   0% \rpyopenssl-23.0.0     | 96 KB     | ########## | 100% \n",
            "\r_openmp_mutex-5.1    | 21 KB     |            |   0% \r_openmp_mutex-5.1    | 21 KB     | ########## | 100% \n",
            "\rcharset-normalizer-2 | 35 KB     |            |   0% \rcharset-normalizer-2 | 35 KB     | ########## | 100% \n",
            "\rrequests-2.28.1      | 92 KB     |            |   0% \rrequests-2.28.1      | 92 KB     | ########## | 100% \n",
            "\rzlib-1.2.13          | 103 KB    |            |   0% \rzlib-1.2.13          | 103 KB    | ########## | 100% \n",
            "\rcryptography-39.0.1  | 1.4 MB    |            |   0% \rcryptography-39.0.1  | 1.4 MB    | ########## | 100% \n",
            "\rlibffi-3.4.4         | 142 KB    |            |   0% \rlibffi-3.4.4         | 142 KB    | ########## | 100% \n",
            "\rsix-1.16.0           | 18 KB     |            |   0% \rsix-1.16.0           | 18 KB     | ########## | 100% \n",
            "\rurllib3-1.26.14      | 195 KB    |            |   0% \rurllib3-1.26.14      | 195 KB    | ########## | 100% \n",
            "\rlibstdcxx-ng-11.2.0  | 4.7 MB    |            |   0% \rlibstdcxx-ng-11.2.0  | 4.7 MB    | ########## | 100% \rlibstdcxx-ng-11.2.0  | 4.7 MB    | ########## | 100% \n",
            "\rwheel-0.38.4         | 63 KB     |            |   0% \rwheel-0.38.4         | 63 KB     | ########## | 100% \n",
            "\rpython-3.7.16        | 44.8 MB   |            |   0% \rpython-3.7.16        | 44.8 MB   | ##6        |  27% \rpython-3.7.16        | 44.8 MB   | #####9     |  60% \rpython-3.7.16        | 44.8 MB   | #########1 |  92% \rpython-3.7.16        | 44.8 MB   | ########## | 100% \n",
            "\ridna-3.4             | 91 KB     |            |   0% \ridna-3.4             | 91 KB     | ########## | 100% \n",
            "\rtqdm-4.64.1          | 126 KB    |            |   0% \rtqdm-4.64.1          | 126 KB    | ########## | 100% \n",
            "\rxz-5.4.2             | 642 KB    |            |   0% \rxz-5.4.2             | 642 KB    | ########## | 100% \n",
            "\rtk-8.6.12            | 3.0 MB    |            |   0% \rtk-8.6.12            | 3.0 MB    | ########## | 100% \rtk-8.6.12            | 3.0 MB    | ########## | 100% \n",
            "\rpycparser-2.21       | 94 KB     |            |   0% \rpycparser-2.21       | 94 KB     | ########## | 100% \n",
            "\rlibgomp-11.2.0       | 474 KB    |            |   0% \rlibgomp-11.2.0       | 474 KB    | ########## | 100% \n",
            "\rreadline-8.2         | 357 KB    |            |   0% \rreadline-8.2         | 357 KB    | ########## | 100% \n",
            "\rpycosat-0.6.4        | 84 KB     |            |   0% \rpycosat-0.6.4        | 84 KB     | ########## | 100% \n",
            "Preparing transaction: ...working... done\n",
            "Verifying transaction: ...working... done\n",
            "Executing transaction: ...working... done\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "\n",
            "\n",
            "==> WARNING: A newer version of conda exists. <==\n",
            "  current version: 4.9.2\n",
            "  latest version: 23.3.1\n",
            "\n",
            "Please update conda by running\n",
            "\n",
            "    $ conda update -n base -c defaults conda\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "==> WARNING: A newer version of conda exists. <==\n",
            "  current version: 4.9.2\n",
            "  latest version: 23.3.1\n",
            "\n",
            "Please update conda by running\n",
            "\n",
            "    $ conda update -n base -c defaults conda\n",
            "\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Activate environment & install python"
      ],
      "metadata": {
        "id": "y-JQfk-tKf5s"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!conda create -n donut_official python=3.7 -y\n",
        "!conda activate donut_official"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CFu6PnXX7_QN",
        "outputId": "9651a4f5-a51c-4cc7-a6a7-2432ebb312ed"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting package metadata (current_repodata.json): - \b\b\\ \b\b| \b\b/ \b\bdone\n",
            "Solving environment: \\ \b\bdone\n",
            "\n",
            "\n",
            "==> WARNING: A newer version of conda exists. <==\n",
            "  current version: 4.9.2\n",
            "  latest version: 23.3.1\n",
            "\n",
            "Please update conda by running\n",
            "\n",
            "    $ conda update -n base -c defaults conda\n",
            "\n",
            "\n",
            "\n",
            "## Package Plan ##\n",
            "\n",
            "  environment location: /usr/local/envs/donut_official\n",
            "\n",
            "  added / updated specs:\n",
            "    - python=3.7\n",
            "\n",
            "\n",
            "The following NEW packages will be INSTALLED:\n",
            "\n",
            "  _libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main\n",
            "  _openmp_mutex      pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu\n",
            "  ca-certificates    pkgs/main/linux-64::ca-certificates-2023.01.10-h06a4308_0\n",
            "  certifi            pkgs/main/linux-64::certifi-2022.12.7-py37h06a4308_0\n",
            "  ld_impl_linux-64   pkgs/main/linux-64::ld_impl_linux-64-2.38-h1181459_1\n",
            "  libffi             pkgs/main/linux-64::libffi-3.4.4-h6a678d5_0\n",
            "  libgcc-ng          pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1\n",
            "  libgomp            pkgs/main/linux-64::libgomp-11.2.0-h1234567_1\n",
            "  libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1\n",
            "  ncurses            pkgs/main/linux-64::ncurses-6.4-h6a678d5_0\n",
            "  openssl            pkgs/main/linux-64::openssl-1.1.1t-h7f8727e_0\n",
            "  pip                pkgs/main/linux-64::pip-22.3.1-py37h06a4308_0\n",
            "  python             pkgs/main/linux-64::python-3.7.16-h7a1cb2a_0\n",
            "  readline           pkgs/main/linux-64::readline-8.2-h5eee18b_0\n",
            "  setuptools         pkgs/main/linux-64::setuptools-65.6.3-py37h06a4308_0\n",
            "  sqlite             pkgs/main/linux-64::sqlite-3.41.2-h5eee18b_0\n",
            "  tk                 pkgs/main/linux-64::tk-8.6.12-h1ccaba5_0\n",
            "  wheel              pkgs/main/linux-64::wheel-0.38.4-py37h06a4308_0\n",
            "  xz                 pkgs/main/linux-64::xz-5.4.2-h5eee18b_0\n",
            "  zlib               pkgs/main/linux-64::zlib-1.2.13-h5eee18b_0\n",
            "\n",
            "\n",
            "Preparing transaction: / \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\bdone\n",
            "Executing transaction: \\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\bdone\n",
            "#\n",
            "# To activate this environment, use\n",
            "#\n",
            "#     $ conda activate donut_official\n",
            "#\n",
            "# To deactivate an active environment, use\n",
            "#\n",
            "#     $ conda deactivate\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#!source activate donut_official && conda env list"
      ],
      "metadata": {
        "id": "JHrOwH1N40SK"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 3. Install packages"
      ],
      "metadata": {
        "id": "THt-inM2vnMn"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!conda install torch==1.11.0+cu113 torchvision==0.12.0+cu113\n",
        "!pip install pytorch-lightning==1.6.4 transformers==4.11.3 timm==0.5.4\n",
        "#!conda install -c conda-forge ruamel.yaml --update-deps\n",
        "!pip install tqdm ruamel.yaml==0.16.13 --user tensorboard tensorboardX"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "nor4Z7ot9KsB",
        "outputId": "cb24452f-d274-4e31-f702-a1f3fe6eb77b"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting package metadata (current_repodata.json): - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\bdone\n",
            "Solving environment: \\ \b\bfailed with initial frozen solve. Retrying with flexible solve.\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\bdone\n",
            "Solving environment: \\ \b\bfailed with initial frozen solve. Retrying with flexible solve.\n",
            "\n",
            "PackagesNotFoundError: The following packages are not available from current channels:\n",
            "\n",
            "  - torchvision==0.12.0+cu113\n",
            "  - torch==1.11.0+cu113\n",
            "\n",
            "Current channels:\n",
            "\n",
            "  - https://repo.anaconda.com/pkgs/main/linux-64\n",
            "  - https://repo.anaconda.com/pkgs/main/noarch\n",
            "  - https://repo.anaconda.com/pkgs/r/linux-64\n",
            "  - https://repo.anaconda.com/pkgs/r/noarch\n",
            "\n",
            "To search for alternate channels that may provide the conda package you're\n",
            "looking for, navigate to\n",
            "\n",
            "    https://anaconda.org\n",
            "\n",
            "and use the search bar at the top of the page.\n",
            "\n",
            "\n",
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting pytorch-lightning==1.6.4\n",
            "  Downloading pytorch_lightning-1.6.4-py3-none-any.whl (585 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m585.5/585.5 kB\u001b[0m \u001b[31m33.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting transformers==4.11.3\n",
            "  Downloading transformers-4.11.3-py3-none-any.whl (2.9 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.9/2.9 MB\u001b[0m \u001b[31m91.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting timm==0.5.4\n",
            "  Downloading timm-0.5.4-py3-none-any.whl (431 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m431.5/431.5 kB\u001b[0m \u001b[31m43.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting numpy>=1.17.2\n",
            "  Downloading numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (15.7 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m15.7/15.7 MB\u001b[0m \u001b[31m86.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting packaging>=17.0\n",
            "  Downloading packaging-23.1-py3-none-any.whl (48 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m48.9/48.9 kB\u001b[0m \u001b[31m6.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting typing-extensions>=4.0.0\n",
            "  Downloading typing_extensions-4.6.2-py3-none-any.whl (31 kB)\n",
            "Collecting fsspec[http]!=2021.06.0,>=2021.05.0\n",
            "  Downloading fsspec-2023.1.0-py3-none-any.whl (143 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m143.0/143.0 kB\u001b[0m \u001b[31m17.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: tqdm>=4.57.0 in /usr/local/lib/python3.7/site-packages (from pytorch-lightning==1.6.4) (4.64.1)\n",
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            "\u001b[?25hBuilding wheels for collected packages: sacremoses\n",
            "  Building wheel for sacremoses (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for sacremoses: filename=sacremoses-0.0.53-py3-none-any.whl size=895241 sha256=73a299f7ea31fb076c5a775057161dcecdb40b16fe16be115257a216fc9ca510\n",
            "  Stored in directory: /root/.cache/pip/wheels/5b/e0/77/05245143a5b31f65af6a21f7afd3219e9fa4896f918af45677\n",
            "Successfully built sacremoses\n",
            "Installing collected packages: tokenizers, tensorboard-plugin-wit, zipp, typing-extensions, tensorboard-data-server, regex, PyYAML, pyDeprecate, pyasn1, protobuf, pillow, packaging, oauthlib, nvidia-cuda-runtime-cu11, nvidia-cuda-nvrtc-cu11, nvidia-cublas-cu11, numpy, multidict, MarkupSafe, joblib, grpcio, fsspec, frozenlist, filelock, cachetools, asynctest, absl-py, yarl, werkzeug, rsa, requests-oauthlib, pyasn1-modules, nvidia-cudnn-cu11, importlib-metadata, async-timeout, aiosignal, torch, markdown, huggingface-hub, google-auth, click, attrs, torchvision, torchmetrics, sacremoses, google-auth-oauthlib, aiohttp, transformers, timm, tensorboard, pytorch-lightning\n",
            "Successfully installed MarkupSafe-2.1.2 PyYAML-6.0 absl-py-1.4.0 aiohttp-3.8.4 aiosignal-1.3.1 async-timeout-4.0.2 asynctest-0.13.0 attrs-23.1.0 cachetools-5.3.0 click-8.1.3 filelock-3.12.0 frozenlist-1.3.3 fsspec-2023.1.0 google-auth-2.18.1 google-auth-oauthlib-0.4.6 grpcio-1.54.2 huggingface-hub-0.14.1 importlib-metadata-6.6.0 joblib-1.2.0 markdown-3.4.3 multidict-6.0.4 numpy-1.21.6 nvidia-cublas-cu11-11.10.3.66 nvidia-cuda-nvrtc-cu11-11.7.99 nvidia-cuda-runtime-cu11-11.7.99 nvidia-cudnn-cu11-8.5.0.96 oauthlib-3.2.2 packaging-23.1 pillow-9.5.0 protobuf-3.20.1 pyDeprecate-0.3.2 pyasn1-0.5.0 pyasn1-modules-0.3.0 pytorch-lightning-1.6.4 regex-2023.5.5 requests-oauthlib-1.3.1 rsa-4.9 sacremoses-0.0.53 tensorboard-2.11.2 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 timm-0.5.4 tokenizers-0.10.3 torch-1.13.1 torchmetrics-0.11.4 torchvision-0.14.1 transformers-4.11.3 typing-extensions-4.6.2 werkzeug-2.2.3 yarl-1.9.2 zipp-3.15.0\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"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "cachetools"
                ]
              }
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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            "\u001b[?25hCollecting ruamel.yaml.clib>=0.1.2\n",
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            "Installing collected packages: tensorboardX, ruamel.yaml.clib, ruamel.yaml\n",
            "Successfully installed ruamel.yaml-0.16.13 ruamel.yaml.clib-0.2.7 tensorboardX-2.6\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",
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      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install ."
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "9trkM53Nyv3S",
        "outputId": "52830e80-76f9-416d-ea21-ae60879fb957"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
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          "text": [
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            "Requirement already satisfied: nvidia-cudnn-cu11==8.5.0.96 in /usr/local/lib/python3.7/site-packages (from torch>=1.8.*->pytorch-lightning>=1.6.4->donut-python==1.0.9) (8.5.0.96)\n",
            "Requirement already satisfied: nvidia-cuda-runtime-cu11==11.7.99 in /usr/local/lib/python3.7/site-packages (from torch>=1.8.*->pytorch-lightning>=1.6.4->donut-python==1.0.9) (11.7.99)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/site-packages (from importlib-metadata->transformers>=4.11.3->donut-python==1.0.9) (3.15.0)\n",
            "Collecting python-dateutil>=2.7.3\n",
            "  Downloading python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m247.7/247.7 kB\u001b[0m \u001b[31m25.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting pytz>=2017.3\n",
            "  Downloading pytz-2023.3-py2.py3-none-any.whl (502 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m502.3/502.3 kB\u001b[0m \u001b[31m49.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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            "Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.7/site-packages (from werkzeug>=1.0.1->tensorboard>=2.2.0->pytorch-lightning>=1.6.4->donut-python==1.0.9) (2.1.2)\n",
            "Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in /usr/local/lib/python3.7/site-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard>=2.2.0->pytorch-lightning>=1.6.4->donut-python==1.0.9) (0.5.0)\n",
            "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard>=2.2.0->pytorch-lightning>=1.6.4->donut-python==1.0.9) (3.2.2)\n",
            "Building wheels for collected packages: donut-python, zss\n",
            "  Building wheel for donut-python (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for donut-python: filename=donut_python-1.0.9-py3-none-any.whl size=21402 sha256=c821a5952dfe30ebaea9cd5f857d0dcb7ae32870ec075abd5fd075c82a25f580\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-1rj6p7u0/wheels/9e/27/82/c88d64d43de3c6b73b9e4e57d02ba78fdc0fd474fdc5c08e5b\n",
            "  Building wheel for zss (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for zss: filename=zss-1.2.0-py3-none-any.whl size=6724 sha256=3d775333cc4a5a815fc95b80893b4474e234daaf4d87580395768fc69b56e07a\n",
            "  Stored in directory: /root/.cache/pip/wheels/86/de/62/40caad09bf57d4677b284e8653cb592504b17ce6e8fce09306\n",
            "Successfully built donut-python zss\n",
            "Installing collected packages: sentencepiece, pytz, zss, xxhash, python-dateutil, pyarrow, dill, responses, pandas, munch, multiprocess, sconf, nltk, datasets, donut-python\n",
            "Successfully installed datasets-2.12.0 dill-0.3.6 donut-python-1.0.9 multiprocess-0.70.14 munch-3.0.0 nltk-3.8.1 pandas-1.3.5 pyarrow-12.0.0 python-dateutil-2.8.2 pytz-2023.3 responses-0.18.0 sconf-0.2.5 sentencepiece-0.1.99 xxhash-3.2.0 zss-1.2.0\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"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "dateutil"
                ]
              }
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#4. Train"
      ],
      "metadata": {
        "id": "XFvLnVXEKje2"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import yaml\n",
        "\n",
        "# YAML 파일 경로\n",
        "yaml_file_path = 'config/train_cord.yaml'\n",
        "\n",
        "# 기존 YAML 파일 로드\n",
        "with open(yaml_file_path, 'r') as file:\n",
        "    config = yaml.safe_load(file)\n",
        "\n",
        "# max_split_size_mb 옵션 추가\n",
        "config['max_split_size_mb'] = 100\n",
        "\n",
        "# 수정된 YAML 파일 저장\n",
        "with open(yaml_file_path, 'w') as file:\n",
        "    yaml.dump(config, file)"
      ],
      "metadata": {
        "id": "w-FNYfNMO0sM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!python train.py --config config/train_cord.yaml \\\n",
        "                --pretrained_model_name_or_path \"naver-clova-ix/donut-base\" \\\n",
        "                --dataset_name_or_paths '[\"naver-clova-ix/cord-v2\"]' \\\n",
        "                --exp_version \"test_experiment\" \\\n",
        "                --max_length 100 \\\n",
        "                --max_split_size_mb 1 \\\n",
        "                --train_batch_sizes 1"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "78SDQNzBtgm2",
        "outputId": "b69e3390-af60-4bad-a250-d92790c8bfe1"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "align_long_axis: False\n",
            "check_val_every_n_epoch: 3\n",
            "\u001b[36mdataset_name_or_paths: \n",
            "\u001b[0m  - naver-clova-ix/cord-v2\n",
            "gradient_clip_val: 1.0\n",
            "input_size: \n",
            "  - 1280\n",
            "  - 960\n",
            "lr: 3e-05\n",
            "max_epochs: 30\n",
            "\u001b[36mmax_length: 100\n",
            "\u001b[0m\u001b[36mmax_split_size_mb: 1\n",
            "\u001b[0mmax_steps: -1\n",
            "num_nodes: 1\n",
            "num_training_samples_per_epoch: 800\n",
            "num_workers: 8\n",
            "\u001b[36mpretrained_model_name_or_path: naver-clova-ix/donut-base\n",
            "\u001b[0mresult_path: ./result\n",
            "resume_from_checkpoint_path: None\n",
            "seed: 2022\n",
            "sort_json_key: False\n",
            "\u001b[36mtrain_batch_sizes: 1\n",
            "\u001b[0mval_batch_sizes: \n",
            "  - 1\n",
            "val_check_interval: 1.0\n",
            "verbose: True\n",
            "warmup_steps: 300\n",
            "exp_name: train_cord\n",
            "exp_version: test_experiment\n",
            "Config is saved at result/train_cord/test_experiment/config.yaml\n",
            "Global seed set to 2022\n",
            "/usr/local/lib/python3.7/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3190.)\n",
            "  return _VF.meshgrid(tensors, **kwargs)  # type: ignore[attr-defined]\n",
            "Some weights of DonutModel were not initialized from the model checkpoint at naver-clova-ix/donut-base and are newly initialized because the shapes did not match:\n",
            "- encoder.model.layers.0.blocks.1.attn_mask: found shape torch.Size([3072, 100, 100]) in the checkpoint and torch.Size([768, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.1.blocks.1.attn_mask: found shape torch.Size([768, 100, 100]) in the checkpoint and torch.Size([192, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.2.blocks.1.attn_mask: found shape torch.Size([192, 100, 100]) in the checkpoint and torch.Size([48, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.2.blocks.3.attn_mask: found shape torch.Size([192, 100, 100]) in the checkpoint and torch.Size([48, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.2.blocks.5.attn_mask: found shape torch.Size([192, 100, 100]) in the checkpoint and torch.Size([48, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.2.blocks.7.attn_mask: found shape torch.Size([192, 100, 100]) in the checkpoint and torch.Size([48, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.2.blocks.9.attn_mask: found shape torch.Size([192, 100, 100]) in the checkpoint and torch.Size([48, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.2.blocks.11.attn_mask: found shape torch.Size([192, 100, 100]) in the checkpoint and torch.Size([48, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.2.blocks.13.attn_mask: found shape torch.Size([192, 100, 100]) in the checkpoint and torch.Size([48, 100, 100]) in the model instantiated\n",
            "- encoder.model.layers.3.blocks.1.attn_mask: found shape torch.Size([48, 100, 100]) in the checkpoint and torch.Size([12, 100, 100]) in the model instantiated\n",
            "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n",
            "Found cached dataset parquet (/root/.cache/huggingface/datasets/naver-clova-ix___parquet/naver-clova-ix--cord-v2-6daad2d1fa36191a/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec)\n",
            "Found cached dataset parquet (/root/.cache/huggingface/datasets/naver-clova-ix___parquet/naver-clova-ix--cord-v2-6daad2d1fa36191a/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec)\n",
            "Using 16bit native Automatic Mixed Precision (AMP)\n",
            "GPU available: True, used: True\n",
            "TPU available: False, using: 0 TPU cores\n",
            "IPU available: False, using: 0 IPUs\n",
            "HPU available: False, using: 0 HPUs\n",
            "`Trainer(val_check_interval=1.0)` was configured so validation will run at the end of the training epoch..\n",
            "/usr/local/lib/python3.7/site-packages/pytorch_lightning/trainer/configuration_validator.py:155: LightningDeprecationWarning: The `LightningModule.get_progress_bar_dict` method was deprecated in v1.5 and will be removed in v1.7. Please use the `ProgressBarBase.get_metrics` instead.\n",
            "  \"The `LightningModule.get_progress_bar_dict` method was deprecated in v1.5 and will be removed in v1.7.\"\n",
            "Global seed set to 2022\n",
            "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n",
            "----------------------------------------------------------------------------------------------------\n",
            "distributed_backend=nccl\n",
            "All distributed processes registered. Starting with 1 processes\n",
            "----------------------------------------------------------------------------------------------------\n",
            "\n",
            "/usr/local/lib/python3.7/site-packages/pytorch_lightning/callbacks/model_checkpoint.py:611: UserWarning: Checkpoint directory /content/donut/result/train_cord/test_experiment exists and is not empty.\n",
            "  rank_zero_warn(f\"Checkpoint directory {dirpath} exists and is not empty.\")\n",
            "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n",
            "Traceback (most recent call last):\n",
            "  File \"train.py\", line 149, in <module>\n",
            "    train(config)\n",
            "  File \"train.py\", line 133, in train\n",
            "    trainer.fit(model_module, data_module)\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/trainer/trainer.py\", line 771, in fit\n",
            "    self._fit_impl, model, train_dataloaders, val_dataloaders, datamodule, ckpt_path\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/trainer/trainer.py\", line 721, in _call_and_handle_interrupt\n",
            "    return self.strategy.launcher.launch(trainer_fn, *args, trainer=self, **kwargs)\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/strategies/launchers/subprocess_script.py\", line 93, in launch\n",
            "    return function(*args, **kwargs)\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/trainer/trainer.py\", line 811, in _fit_impl\n",
            "    results = self._run(model, ckpt_path=self.ckpt_path)\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/trainer/trainer.py\", line 1217, in _run\n",
            "    self.strategy.setup(self)\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/strategies/ddp.py\", line 179, in setup\n",
            "    self.setup_optimizers(trainer)\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/strategies/strategy.py\", line 129, in setup_optimizers\n",
            "    self.lightning_module\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/core/optimizer.py\", line 180, in _init_optimizers_and_lr_schedulers\n",
            "    optim_conf = model.trainer._call_lightning_module_hook(\"configure_optimizers\", pl_module=model)\n",
            "  File \"/usr/local/lib/python3.7/site-packages/pytorch_lightning/trainer/trainer.py\", line 1595, in _call_lightning_module_hook\n",
            "    output = fn(*args, **kwargs)\n",
            "  File \"/content/donut/lightning_module.py\", line 111, in configure_optimizers\n",
            "    assert len(self.config.train_batch_sizes) == 1, \"Set max_epochs only if the number of datasets is 1\"\n",
            "TypeError: object of type 'int' has no len()\n"
          ]
        }
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4",
      "machine_shape": "hm"
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU",
    "gpuClass": "standard"
  },
  "nbformat": 4,
  "nbformat_minor": 0
}