install.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Untitled153.ipynb",
      "provenance": [],
      "machine_shape": "hm",
      "mount_file_id": "1Tjl0YUf7hJNXTqW9ONHDijhfFEOss0Hx",
      "authorship_tag": "ABX9TyOOp0O2TCqWaMByXx4G/szS",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/epona7471/YoonKang.github.io/blob/main/install.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1OLitLN5g8KI",
        "outputId": "9e4114d7-a248-4c3b-d61c-ebceecac9564"
      },
      "source": [
        "cd /content/drive/MyDrive/Code/wav2vec2"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/MyDrive/Code/wav2vec2\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "E7TZQjullZ0V",
        "outputId": "0021f976-86b4-4df5-82cd-4c4a7f62a4d4"
      },
      "source": [
        "!git clone https://github.com/mailong25/self-supervised-speech-recognition.git"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'self-supervised-speech-recognition'...\n",
            "remote: Enumerating objects: 686, done.\u001b[K\n",
            "remote: Counting objects: 100% (243/243), done.\u001b[K\n",
            "remote: Compressing objects: 100% (236/236), done.\u001b[K\n",
            "remote: Total 686 (delta 121), reused 48 (delta 6), pack-reused 443\u001b[K\n",
            "Receiving objects: 100% (686/686), 12.91 MiB | 13.54 MiB/s, done.\n",
            "Resolving deltas: 100% (300/300), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "x4GA8XgpleSd",
        "outputId": "7b38c4b4-95d2-4165-e31f-835109e4f922"
      },
      "source": [
        "cd self-supervised-speech-recognition"
      ],
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "iDPztEEglfz0"
      },
      "source": [
        "!mkdir libs\n",
        "!cd libs"
      ],
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "H9KX9eJ_ljpS",
        "outputId": "f59c57af-f650-4a34-9762-f6a9932faa69"
      },
      "source": [
        "!pip install soundfile torchaudio sentencepiece editdistance sklearn"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: soundfile in /usr/local/lib/python3.7/dist-packages (0.10.3.post1)\n",
            "Collecting torchaudio\n",
            "  Downloading torchaudio-0.9.1-cp37-cp37m-manylinux1_x86_64.whl (1.9 MB)\n",
            "\u001b[K     |████████████████████████████████| 1.9 MB 5.2 MB/s \n",
            "\u001b[?25hCollecting sentencepiece\n",
            "  Downloading sentencepiece-0.1.96-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.2 MB)\n",
            "\u001b[K     |████████████████████████████████| 1.2 MB 32.9 MB/s \n",
            "\u001b[?25hRequirement already satisfied: editdistance in /usr/local/lib/python3.7/dist-packages (0.5.3)\n",
            "Requirement already satisfied: sklearn in /usr/local/lib/python3.7/dist-packages (0.0)\n",
            "Requirement already satisfied: cffi>=1.0 in /usr/local/lib/python3.7/dist-packages (from soundfile) (1.14.6)\n",
            "Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi>=1.0->soundfile) (2.20)\n",
            "Collecting torch==1.9.1\n",
            "  Downloading torch-1.9.1-cp37-cp37m-manylinux1_x86_64.whl (831.4 MB)\n",
            "\u001b[K     |████████████████████████████████| 831.4 MB 4.9 kB/s \n",
            "\u001b[?25hRequirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from torch==1.9.1->torchaudio) (3.7.4.3)\n",
            "Requirement already satisfied: scikit-learn in /usr/local/lib/python3.7/dist-packages (from sklearn) (0.22.2.post1)\n",
            "Requirement already satisfied: scipy>=0.17.0 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->sklearn) (1.4.1)\n",
            "Requirement already satisfied: numpy>=1.11.0 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->sklearn) (1.19.5)\n",
            "Requirement already satisfied: joblib>=0.11 in /usr/local/lib/python3.7/dist-packages (from scikit-learn->sklearn) (1.0.1)\n",
            "Installing collected packages: torch, torchaudio, sentencepiece\n",
            "  Attempting uninstall: torch\n",
            "    Found existing installation: torch 1.9.0+cu111\n",
            "    Uninstalling torch-1.9.0+cu111:\n",
            "      Successfully uninstalled torch-1.9.0+cu111\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "torchvision 0.10.0+cu111 requires torch==1.9.0, but you have torch 1.9.1 which is incompatible.\n",
            "torchtext 0.10.0 requires torch==1.9.0, but you have torch 1.9.1 which is incompatible.\u001b[0m\n",
            "Successfully installed sentencepiece-0.1.96 torch-1.9.1 torchaudio-0.9.1\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "mU_TQnV-G70a",
        "outputId": "18b369ab-2c13-4a39-ae65-781cc572ad6f"
      },
      "source": [
        "# Delete colab cuda 11.0 before installing 10.1\n",
        "\n",
        "!apt-get --purge remove cuda nvidia* libnvidia-*\n",
        "!dpkg -l | grep cuda- | awk '{print $2}' | xargs -n1 dpkg --purge\n",
        "!apt-get remove cuda-*\n",
        "!apt autoremove\n",
        "!apt-get update"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "Note, selecting 'nvidia-kernel-common-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-325-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-346-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-binary' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-331-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-304-updates-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-384-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-346-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fs-prebuilt' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-340-updates-uvm' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-gds' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-331-updates-uvm' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-cg-toolkit' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-396' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-340-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fs-dkms' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-384-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-367-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-modprobe' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-texture-tools' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-387-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-current-diagnostic' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-legacy-340xx-vdpau-driver' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-349-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-304-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-310-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-331-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-352-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-prebuilt-kernel' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-legacy-304xx-vdpau-driver' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-vdpau-driver' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-346-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-331-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-smi' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-361-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-313-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-legacy-340xx-kernel-dkms' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-334-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-331-uvm' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-prime' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-dkms' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fs' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-current-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-340-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-nsight' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-common-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-common' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-346-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-352-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-current-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-352-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-compute-utils-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-355-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-libs-nonglvnd' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-375-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-current' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-profiler' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-375-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-337-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-358-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-367-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-cuda-toolkit' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-no-dkms-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-legacy-304xx-driver' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-libs' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-378-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-450-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-340-updates-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-319-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-dev-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-dev-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-dev-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-dev-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-fabricmanager-dev-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-304-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-331-updates-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-440-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-visual-profiler' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-persistenced' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-361-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-settings-binary' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-361-updates-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-304' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-331' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-340' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-346' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-352' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-361' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-367' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-375' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-384' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-470-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-352-updates-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-331-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-352-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-304-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-340-uvm' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-machine-learning-repo-ubuntu1804' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-legacy-340xx-driver' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-460-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-driver-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-304-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-headless-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-cuda-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-cuda-doc' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-340-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-361-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-legacy-304xx-kernel-dkms' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-cg-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-cg-doc' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-340-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-libopencl1-361-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-381-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-304' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-331' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-340' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-346' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-352' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-361' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-367' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-375' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-cuda-gdb' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-304' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd-384' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-310' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-313' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-319' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-325' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-331' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-334' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-337' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-340' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-343' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-346' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-349' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-352' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-355' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-358' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-361' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-364' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-367' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-375' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-378' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-381' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-384' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-experimental-387' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-343-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-364-updates' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-304' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-310' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-313' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-319' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-325' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-331' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-334' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-337' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-340' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-343' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-346' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-349' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-352' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-355' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-358' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-361' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-364' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-367' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-375' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-378' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-381' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-384' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-387' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-dkms-kernel' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-390' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-gds-11-4' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-410' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-418' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-utils-418-server' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-346-updates-dev' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-430' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-435' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-440' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-450' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-455' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-460' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-465' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-kernel-source-470' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-settings' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-opencl-icd' for glob 'nvidia*'\n",
            "Note, selecting 'nvidia-settings' instead of 'nvidia-settings-binary'\n",
            "Package 'nvidia-libopencl1-dev' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1' is not installed, so not removed\n",
            "Package 'nvidia-vdpau-driver' is not installed, so not removed\n",
            "Package 'nvidia-legacy-340xx-vdpau-driver' is not installed, so not removed\n",
            "Package 'nvidia-390' is not installed, so not removed\n",
            "Package 'nvidia-driver' is not installed, so not removed\n",
            "Package 'nvidia-legacy-340xx-driver' is not installed, so not removed\n",
            "Package 'nvidia-legacy-304xx-driver' is not installed, so not removed\n",
            "Package 'nvidia-kernel-dkms' is not installed, so not removed\n",
            "Package 'nvidia-legacy-340xx-kernel-dkms' is not installed, so not removed\n",
            "Package 'nvidia-legacy-304xx-kernel-dkms' is not installed, so not removed\n",
            "Package 'nvidia' is not installed, so not removed\n",
            "Package 'nvidia-current-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-304' is not installed, so not removed\n",
            "Package 'nvidia-310' is not installed, so not removed\n",
            "Package 'nvidia-310-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-310' is not installed, so not removed\n",
            "Package 'nvidia-313' is not installed, so not removed\n",
            "Package 'nvidia-313-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-313' is not installed, so not removed\n",
            "Package 'nvidia-319' is not installed, so not removed\n",
            "Package 'nvidia-319-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-319' is not installed, so not removed\n",
            "Package 'nvidia-325' is not installed, so not removed\n",
            "Package 'nvidia-325-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-325' is not installed, so not removed\n",
            "Package 'nvidia-experimental-331' is not installed, so not removed\n",
            "Package 'nvidia-334' is not installed, so not removed\n",
            "Package 'nvidia-334-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-334' is not installed, so not removed\n",
            "Package 'nvidia-337' is not installed, so not removed\n",
            "Package 'nvidia-337-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-337' is not installed, so not removed\n",
            "Package 'nvidia-experimental-340' is not installed, so not removed\n",
            "Package 'nvidia-343' is not installed, so not removed\n",
            "Package 'nvidia-343-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-343' is not installed, so not removed\n",
            "Package 'nvidia-experimental-346' is not installed, so not removed\n",
            "Package 'nvidia-349' is not installed, so not removed\n",
            "Package 'nvidia-349-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-349' is not installed, so not removed\n",
            "Package 'nvidia-experimental-352' is not installed, so not removed\n",
            "Package 'nvidia-355' is not installed, so not removed\n",
            "Package 'nvidia-355-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-355' is not installed, so not removed\n",
            "Package 'nvidia-358' is not installed, so not removed\n",
            "Package 'nvidia-358-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-358' is not installed, so not removed\n",
            "Package 'nvidia-experimental-361' is not installed, so not removed\n",
            "Package 'nvidia-364' is not installed, so not removed\n",
            "Package 'nvidia-364-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-364' is not installed, so not removed\n",
            "Package 'nvidia-367-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-367' is not installed, so not removed\n",
            "Package 'nvidia-375-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-375' is not installed, so not removed\n",
            "Package 'nvidia-378' is not installed, so not removed\n",
            "Package 'nvidia-378-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-378' is not installed, so not removed\n",
            "Package 'nvidia-381' is not installed, so not removed\n",
            "Package 'nvidia-381-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-381' is not installed, so not removed\n",
            "Package 'nvidia-384-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-384' is not installed, so not removed\n",
            "Package 'nvidia-387' is not installed, so not removed\n",
            "Package 'nvidia-387-updates' is not installed, so not removed\n",
            "Package 'nvidia-experimental-387' is not installed, so not removed\n",
            "Note, selecting 'libnvtt-bin' instead of 'nvidia-texture-tools'\n",
            "Package 'nvidia-driver-libs' is not installed, so not removed\n",
            "Package 'nvidia-driver-libs-nonglvnd' is not installed, so not removed\n",
            "Package 'nvidia-fs-prebuilt' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-396' is not installed, so not removed\n",
            "Package 'nvidia-legacy-304xx-vdpau-driver' is not installed, so not removed\n",
            "Note, selecting 'libnvidia-encode-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ml1' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-any' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-encode-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-diagnostic-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-diagnostic-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-diagnostic' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-nscq' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-nscq-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-nscq-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-nscq-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-nscq-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-nscq-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-450-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-cfg1-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-ifr1' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-470-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-390' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-410' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-418' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-430' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-435' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-common-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-460-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-fbc1-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-440' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-450' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-455' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-460' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-465' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-extra-470' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-gl-440-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-decode-418-server' for glob 'libnvidia-*'\n",
            "Note, selecting 'libnvidia-compute-460-server' for glob 'libnvidia-*'\n",
            "Package 'nvidia-340-updates-uvm' is not installed, so not removed\n",
            "Package 'nvidia-346' is not installed, so not removed\n",
            "Package 'nvidia-346-dev' is not installed, so not removed\n",
            "Package 'nvidia-346-updates' is not installed, so not removed\n",
            "Package 'nvidia-346-updates-dev' is not installed, so not removed\n",
            "Package 'nvidia-352' is not installed, so not removed\n",
            "Package 'nvidia-352-dev' is not installed, so not removed\n",
            "Package 'nvidia-352-updates' is not installed, so not removed\n",
            "Package 'nvidia-352-updates-dev' is not installed, so not removed\n",
            "Package 'nvidia-361' is not installed, so not removed\n",
            "Package 'nvidia-361-dev' is not installed, so not removed\n",
            "Package 'nvidia-361-updates' is not installed, so not removed\n",
            "Package 'nvidia-361-updates-dev' is not installed, so not removed\n",
            "Package 'nvidia-367' is not installed, so not removed\n",
            "Package 'nvidia-367-dev' is not installed, so not removed\n",
            "Package 'nvidia-375' is not installed, so not removed\n",
            "Package 'nvidia-375-dev' is not installed, so not removed\n",
            "Package 'nvidia-cg-dev' is not installed, so not removed\n",
            "Package 'nvidia-cg-doc' is not installed, so not removed\n",
            "Package 'nvidia-cg-toolkit' is not installed, so not removed\n",
            "Package 'nvidia-cuda-dev' is not installed, so not removed\n",
            "Package 'nvidia-cuda-doc' is not installed, so not removed\n",
            "Package 'nvidia-cuda-gdb' is not installed, so not removed\n",
            "Package 'nvidia-cuda-toolkit' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-346' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-346-updates' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-352' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-352-updates' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-361' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-361-updates' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-367' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-375' is not installed, so not removed\n",
            "Package 'nvidia-nsight' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-346' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-346-updates' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-352' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-352-updates' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-361' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-361-updates' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-367' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-375' is not installed, so not removed\n",
            "Package 'nvidia-profiler' is not installed, so not removed\n",
            "Package 'nvidia-visual-profiler' is not installed, so not removed\n",
            "Package 'nvidia-prime' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-390' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-418' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-435' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-440' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-450' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-455' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-common-390' is not installed, so not removed\n",
            "Package 'libnvidia-common-418' is not installed, so not removed\n",
            "Package 'libnvidia-common-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-common-435' is not installed, so not removed\n",
            "Package 'libnvidia-common-440' is not installed, so not removed\n",
            "Package 'libnvidia-common-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-common-450' is not installed, so not removed\n",
            "Package 'libnvidia-common-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-common-455' is not installed, so not removed\n",
            "Package 'libnvidia-common-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-compute-390' is not installed, so not removed\n",
            "Package 'libnvidia-compute-418' is not installed, so not removed\n",
            "Package 'libnvidia-compute-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-compute-435' is not installed, so not removed\n",
            "Package 'libnvidia-compute-440' is not installed, so not removed\n",
            "Package 'libnvidia-compute-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-compute-450' is not installed, so not removed\n",
            "Package 'libnvidia-compute-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-compute-455' is not installed, so not removed\n",
            "Package 'libnvidia-compute-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-decode-390' is not installed, so not removed\n",
            "Package 'libnvidia-decode-418' is not installed, so not removed\n",
            "Package 'libnvidia-decode-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-decode-435' is not installed, so not removed\n",
            "Package 'libnvidia-decode-440' is not installed, so not removed\n",
            "Package 'libnvidia-decode-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-decode-450' is not installed, so not removed\n",
            "Package 'libnvidia-decode-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-decode-455' is not installed, so not removed\n",
            "Package 'libnvidia-decode-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-encode-390' is not installed, so not removed\n",
            "Package 'libnvidia-encode-418' is not installed, so not removed\n",
            "Package 'libnvidia-encode-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-encode-435' is not installed, so not removed\n",
            "Package 'libnvidia-encode-440' is not installed, so not removed\n",
            "Package 'libnvidia-encode-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-encode-450' is not installed, so not removed\n",
            "Package 'libnvidia-encode-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-encode-455' is not installed, so not removed\n",
            "Package 'libnvidia-encode-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-extra-440' is not installed, so not removed\n",
            "Package 'libnvidia-extra-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-extra-450' is not installed, so not removed\n",
            "Package 'libnvidia-extra-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-extra-455' is not installed, so not removed\n",
            "Package 'libnvidia-extra-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-390' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-418' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-435' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-440' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-450' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-455' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-gl-390' is not installed, so not removed\n",
            "Package 'libnvidia-gl-418' is not installed, so not removed\n",
            "Package 'libnvidia-gl-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-gl-435' is not installed, so not removed\n",
            "Package 'libnvidia-gl-440' is not installed, so not removed\n",
            "Package 'libnvidia-gl-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-gl-450' is not installed, so not removed\n",
            "Package 'libnvidia-gl-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-gl-455' is not installed, so not removed\n",
            "Package 'libnvidia-gl-470-server' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-390' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-418' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-418-server' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-435' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-440' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-440-server' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-450' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-450-server' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-455' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-470-server' is not installed, so not removed\n",
            "Package 'nvidia-331' is not installed, so not removed\n",
            "Package 'nvidia-331-dev' is not installed, so not removed\n",
            "Package 'nvidia-331-updates' is not installed, so not removed\n",
            "Package 'nvidia-331-updates-dev' is not installed, so not removed\n",
            "Package 'nvidia-331-updates-uvm' is not installed, so not removed\n",
            "Package 'nvidia-331-uvm' is not installed, so not removed\n",
            "Package 'nvidia-340' is not installed, so not removed\n",
            "Package 'nvidia-340-dev' is not installed, so not removed\n",
            "Package 'nvidia-340-updates' is not installed, so not removed\n",
            "Package 'nvidia-340-updates-dev' is not installed, so not removed\n",
            "Package 'nvidia-340-uvm' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-390' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-418' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-418-server' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-435' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-440' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-440-server' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-450' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-450-server' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-455' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-470-server' is not installed, so not removed\n",
            "Package 'nvidia-dkms-390' is not installed, so not removed\n",
            "Package 'nvidia-dkms-418' is not installed, so not removed\n",
            "Package 'nvidia-dkms-418-server' is not installed, so not removed\n",
            "Package 'nvidia-dkms-435' is not installed, so not removed\n",
            "Package 'nvidia-dkms-440' is not installed, so not removed\n",
            "Package 'nvidia-dkms-440-server' is not installed, so not removed\n",
            "Package 'nvidia-dkms-450' is not installed, so not removed\n",
            "Package 'nvidia-dkms-450-server' is not installed, so not removed\n",
            "Package 'nvidia-dkms-455' is not installed, so not removed\n",
            "Package 'nvidia-dkms-470-server' is not installed, so not removed\n",
            "Package 'nvidia-driver-390' is not installed, so not removed\n",
            "Package 'nvidia-driver-418' is not installed, so not removed\n",
            "Package 'nvidia-driver-418-server' is not installed, so not removed\n",
            "Package 'nvidia-driver-435' is not installed, so not removed\n",
            "Package 'nvidia-driver-440' is not installed, so not removed\n",
            "Package 'nvidia-driver-440-server' is not installed, so not removed\n",
            "Package 'nvidia-driver-450' is not installed, so not removed\n",
            "Package 'nvidia-driver-450-server' is not installed, so not removed\n",
            "Package 'nvidia-driver-455' is not installed, so not removed\n",
            "Package 'nvidia-driver-470-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-390' is not installed, so not removed\n",
            "Package 'nvidia-headless-418' is not installed, so not removed\n",
            "Package 'nvidia-headless-418-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-435' is not installed, so not removed\n",
            "Package 'nvidia-headless-440' is not installed, so not removed\n",
            "Package 'nvidia-headless-440-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-450' is not installed, so not removed\n",
            "Package 'nvidia-headless-450-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-455' is not installed, so not removed\n",
            "Package 'nvidia-headless-470-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-390' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-418' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-418-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-435' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-440' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-440-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-450' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-450-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-455' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-470-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-390' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-418' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-418-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-435' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-440' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-440-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-450' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-450-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-455' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-470-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-390' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-418' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-418-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-435' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-440' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-440-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-450' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-450-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-455' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-470-server' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-340' is not installed, so not removed\n",
            "Package 'nvidia-utils-390' is not installed, so not removed\n",
            "Package 'nvidia-utils-418' is not installed, so not removed\n",
            "Package 'nvidia-utils-418-server' is not installed, so not removed\n",
            "Package 'nvidia-utils-435' is not installed, so not removed\n",
            "Package 'nvidia-utils-440' is not installed, so not removed\n",
            "Package 'nvidia-utils-440-server' is not installed, so not removed\n",
            "Package 'nvidia-utils-450' is not installed, so not removed\n",
            "Package 'nvidia-utils-450-server' is not installed, so not removed\n",
            "Package 'nvidia-utils-455' is not installed, so not removed\n",
            "Package 'nvidia-utils-470-server' is not installed, so not removed\n",
            "Package 'nvidia-common' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-common-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-compute-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-decode-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-encode-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-extra-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-gl-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-460-server' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-460-server' is not installed, so not removed\n",
            "Package 'nvidia-dkms-460-server' is not installed, so not removed\n",
            "Package 'nvidia-driver-460-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-460-server' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-460-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-460-server' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-460-server' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-331' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-331-updates' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-340' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-340-updates' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-331' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-331-updates' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-340-updates' is not installed, so not removed\n",
            "Package 'nvidia-utils-460-server' is not installed, so not removed\n",
            "Package 'libnvidia-diagnostic-418' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-410' is not installed, so not removed\n",
            "Package 'libnvidia-common-410' is not installed, so not removed\n",
            "Package 'libnvidia-compute-410' is not installed, so not removed\n",
            "Package 'libnvidia-decode-410' is not installed, so not removed\n",
            "Package 'libnvidia-diagnostic-410' is not installed, so not removed\n",
            "Package 'libnvidia-encode-410' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-410' is not installed, so not removed\n",
            "Package 'libnvidia-gl-410' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-410' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-410' is not installed, so not removed\n",
            "Package 'nvidia-dkms-410' is not installed, so not removed\n",
            "Package 'nvidia-driver-410' is not installed, so not removed\n",
            "Package 'nvidia-headless-410' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-410' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-410' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-410' is not installed, so not removed\n",
            "Package 'nvidia-utils-410' is not installed, so not removed\n",
            "Package 'libnvidia-nscq-455' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-455' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-dev-455' is not installed, so not removed\n",
            "Package 'libnvidia-nscq-465' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-465' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-dev-465' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-430' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-460' is not installed, so not removed\n",
            "Package 'libnvidia-common-430' is not installed, so not removed\n",
            "Package 'libnvidia-common-460' is not installed, so not removed\n",
            "Package 'libnvidia-compute-430' is not installed, so not removed\n",
            "Package 'libnvidia-decode-430' is not installed, so not removed\n",
            "Package 'libnvidia-decode-460' is not installed, so not removed\n",
            "Package 'libnvidia-encode-430' is not installed, so not removed\n",
            "Package 'libnvidia-encode-460' is not installed, so not removed\n",
            "Package 'libnvidia-extra-460' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-430' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-460' is not installed, so not removed\n",
            "Package 'libnvidia-gl-430' is not installed, so not removed\n",
            "Package 'libnvidia-gl-460' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-430' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-460' is not installed, so not removed\n",
            "Package 'libnvidia-nscq-450' is not installed, so not removed\n",
            "Package 'libnvidia-nscq-460' is not installed, so not removed\n",
            "Package 'libnvidia-nscq-470' is not installed, so not removed\n",
            "Package 'nvidia-384' is not installed, so not removed\n",
            "Package 'nvidia-384-dev' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-430' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-460' is not installed, so not removed\n",
            "Package 'nvidia-dkms-430' is not installed, so not removed\n",
            "Package 'nvidia-dkms-460' is not installed, so not removed\n",
            "Package 'nvidia-driver-430' is not installed, so not removed\n",
            "Package 'nvidia-driver-460' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-450' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-460' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-470' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-dev-450' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-dev-460' is not installed, so not removed\n",
            "Package 'nvidia-fabricmanager-dev-470' is not installed, so not removed\n",
            "Package 'nvidia-headless-430' is not installed, so not removed\n",
            "Package 'nvidia-headless-460' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-430' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-460' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-430' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-460' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-430' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-460' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-384' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-384' is not installed, so not removed\n",
            "Package 'nvidia-utils-430' is not installed, so not removed\n",
            "Package 'nvidia-utils-460' is not installed, so not removed\n",
            "Package 'cuda' is not installed, so not removed\n",
            "Package 'nvidia-fs' is not installed, so not removed\n",
            "Package 'nvidia-fs-dkms' is not installed, so not removed\n",
            "Package 'nvidia-gds-11-4' is not installed, so not removed\n",
            "Package 'nvidia-gds' is not installed, so not removed\n",
            "Package 'libnvidia-cfg1-465' is not installed, so not removed\n",
            "Package 'libnvidia-common-465' is not installed, so not removed\n",
            "Package 'libnvidia-compute-465' is not installed, so not removed\n",
            "Package 'libnvidia-decode-465' is not installed, so not removed\n",
            "Package 'libnvidia-encode-465' is not installed, so not removed\n",
            "Package 'libnvidia-extra-465' is not installed, so not removed\n",
            "Package 'libnvidia-fbc1-465' is not installed, so not removed\n",
            "Package 'libnvidia-gl-465' is not installed, so not removed\n",
            "Package 'libnvidia-ifr1-465' is not installed, so not removed\n",
            "Package 'nvidia-304' is not installed, so not removed\n",
            "Package 'nvidia-304-dev' is not installed, so not removed\n",
            "Package 'nvidia-304-updates' is not installed, so not removed\n",
            "Package 'nvidia-304-updates-dev' is not installed, so not removed\n",
            "Package 'nvidia-compute-utils-465' is not installed, so not removed\n",
            "Package 'nvidia-current' is not installed, so not removed\n",
            "Package 'nvidia-current-dev' is not installed, so not removed\n",
            "Package 'nvidia-dkms-465' is not installed, so not removed\n",
            "Package 'nvidia-driver-465' is not installed, so not removed\n",
            "Package 'nvidia-headless-465' is not installed, so not removed\n",
            "Package 'nvidia-headless-470' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-465' is not installed, so not removed\n",
            "Package 'nvidia-headless-no-dkms-470' is not installed, so not removed\n",
            "Package 'nvidia-kernel-common-465' is not installed, so not removed\n",
            "Package 'nvidia-kernel-source-465' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-304' is not installed, so not removed\n",
            "Package 'nvidia-libopencl1-304-updates' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-304' is not installed, so not removed\n",
            "Package 'nvidia-opencl-icd-304-updates' is not installed, so not removed\n",
            "Package 'nvidia-utils-465' is not installed, so not removed\n",
            "Package 'nvidia-machine-learning-repo-ubuntu1804' is not installed, so not removed\n",
            "The following packages were automatically installed and are no longer required:\n",
            "  cuda-command-line-tools-10-0 cuda-command-line-tools-10-1\n",
            "  cuda-command-line-tools-11-0 cuda-compiler-10-0 cuda-compiler-10-1\n",
            "  cuda-compiler-11-0 cuda-cuobjdump-10-0 cuda-cuobjdump-10-1\n",
            "  cuda-cuobjdump-11-0 cuda-cupti-10-0 cuda-cupti-10-1 cuda-cupti-11-0\n",
            "  cuda-cupti-dev-11-0 cuda-documentation-10-0 cuda-documentation-10-1\n",
            "  cuda-documentation-11-0 cuda-documentation-11-1 cuda-gdb-10-0 cuda-gdb-10-1\n",
            "  cuda-gdb-11-0 cuda-gpu-library-advisor-10-0 cuda-gpu-library-advisor-10-1\n",
            "  cuda-libraries-10-0 cuda-libraries-10-1 cuda-libraries-11-0\n",
            "  cuda-memcheck-10-0 cuda-memcheck-10-1 cuda-memcheck-11-0 cuda-nsight-10-0\n",
            "  cuda-nsight-10-1 cuda-nsight-11-0 cuda-nsight-11-1 cuda-nsight-compute-10-0\n",
            "  cuda-nsight-compute-10-1 cuda-nsight-compute-11-0 cuda-nsight-compute-11-1\n",
            "  cuda-nsight-systems-10-1 cuda-nsight-systems-11-0 cuda-nsight-systems-11-1\n",
            "  cuda-nvcc-10-0 cuda-nvcc-10-1 cuda-nvcc-11-0 cuda-nvdisasm-10-0\n",
            "  cuda-nvdisasm-10-1 cuda-nvdisasm-11-0 cuda-nvml-dev-10-0 cuda-nvml-dev-10-1\n",
            "  cuda-nvml-dev-11-0 cuda-nvprof-10-0 cuda-nvprof-10-1 cuda-nvprof-11-0\n",
            "  cuda-nvprune-10-0 cuda-nvprune-10-1 cuda-nvprune-11-0 cuda-nvtx-10-0\n",
            "  cuda-nvtx-10-1 cuda-nvtx-11-0 cuda-nvvp-10-0 cuda-nvvp-10-1 cuda-nvvp-11-0\n",
            "  cuda-nvvp-11-1 cuda-samples-10-0 cuda-samples-10-1 cuda-samples-11-0\n",
            "  cuda-samples-11-1 cuda-sanitizer-11-0 cuda-sanitizer-api-10-1\n",
            "  cuda-toolkit-10-0 cuda-toolkit-10-1 cuda-toolkit-11-0 cuda-toolkit-11-1\n",
            "  cuda-tools-10-0 cuda-tools-10-1 cuda-tools-11-0 cuda-tools-11-1\n",
            "  cuda-visual-tools-10-0 cuda-visual-tools-10-1 cuda-visual-tools-11-0\n",
            "  cuda-visual-tools-11-1 default-jre dkms freeglut3 freeglut3-dev\n",
            "  keyboard-configuration libargon2-0 libcap2 libcryptsetup12\n",
            "  libdevmapper1.02.1 libfontenc1 libidn11 libip4tc0 libjansson4 libpam-systemd\n",
            "  libpolkit-agent-1-0 libpolkit-backend-1-0 libpolkit-gobject-1-0 libxfont2\n",
            "  libxi-dev libxkbfile1 libxmu-dev libxmu-headers libxnvctrl0 libxtst6\n",
            "  nsight-compute-2020.2.1 nsight-compute-2021.2.2 nsight-systems-2020.3.2\n",
            "  nsight-systems-2020.3.4 nsight-systems-2021.3.2 ocl-icd-opencl-dev\n",
            "  opencl-c-headers openjdk-11-jre policykit-1 policykit-1-gnome python3-xkit\n",
            "  screen-resolution-extra systemd systemd-sysv udev x11-xkb-utils\n",
            "  xserver-common xserver-xorg-core-hwe-18.04\n",
            "Use 'apt autoremove' to remove them.\n",
            "The following packages will be REMOVED:\n",
            "  cuda-10-0* cuda-10-1* cuda-11-0* cuda-11-1* cuda-demo-suite-10-0*\n",
            "  cuda-demo-suite-10-1* cuda-demo-suite-11-0* cuda-demo-suite-11-1*\n",
            "  cuda-drivers* cuda-drivers-470* cuda-runtime-10-0* cuda-runtime-10-1*\n",
            "  cuda-runtime-11-0* cuda-runtime-11-1* libnvidia-cfg1-470*\n",
            "  libnvidia-common-470* libnvidia-compute-460* libnvidia-compute-470*\n",
            "  libnvidia-decode-470* libnvidia-encode-470* libnvidia-extra-470*\n",
            "  libnvidia-fbc1-470* libnvidia-gl-470* libnvidia-ifr1-470*\n",
            "  nvidia-compute-utils-470* nvidia-dkms-470* nvidia-driver-470*\n",
            "  nvidia-kernel-common-470* nvidia-kernel-source-470* nvidia-modprobe*\n",
            "  nvidia-opencl-dev* nvidia-settings* nvidia-utils-470*\n",
            "  xserver-xorg-video-nvidia-470*\n",
            "0 upgraded, 0 newly installed, 34 to remove and 37 not upgraded.\n",
            "After this operation, 643 MB disk space will be freed.\n",
            "(Reading database ... 155047 files and directories currently installed.)\n",
            "Removing cuda-10-0 (10.0.130-1) ...\n",
            "Removing cuda-10-1 (10.1.243-1) ...\n",
            "Removing cuda-11-0 (11.0.3-1) ...\n",
            "Removing cuda-11-1 (11.1.1-1) ...\n",
            "Removing cuda-demo-suite-10-0 (10.0.130-1) ...\n",
            "Removing cuda-demo-suite-10-1 (10.1.243-1) ...\n",
            "Removing cuda-demo-suite-11-0 (11.0.167-1) ...\n",
            "Removing cuda-demo-suite-11-1 (11.1.74-1) ...\n",
            "Removing cuda-runtime-11-1 (11.1.1-1) ...\n",
            "Removing cuda-runtime-11-0 (11.0.3-1) ...\n",
            "Removing cuda-runtime-10-0 (10.0.130-1) ...\n",
            "Removing cuda-runtime-10-1 (10.1.243-1) ...\n",
            "Removing nvidia-opencl-dev:amd64 (9.1.85-3ubuntu1) ...\n",
            "Removing cuda-drivers (470.57.02-1) ...\n",
            "Removing cuda-drivers-470 (470.57.02-1) ...\n",
            "Removing nvidia-driver-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing xserver-xorg-video-nvidia-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-cfg1-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-ifr1-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-gl-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-common-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-encode-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-decode-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing nvidia-utils-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-extra-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing libnvidia-fbc1-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing nvidia-compute-utils-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "System has not been booted with systemd as init system (PID 1). Can't operate.\n",
            "Removing nvidia-dkms-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing all DKMS Modules\n",
            "Done.\n",
            "Removing nvidia-kernel-common-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing nvidia-kernel-source-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Removing nvidia-modprobe (470.57.02-0ubuntu1) ...\n",
            "Removing nvidia-settings (470.57.02-0ubuntu1) ...\n",
            "Removing libnvidia-compute-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.3) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Processing triggers for mime-support (3.60ubuntu1) ...\n",
            "(Reading database ... 154288 files and directories currently installed.)\n",
            "Purging configuration files for nvidia-kernel-common-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Purging configuration files for nvidia-compute-utils-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Purging configuration files for nvidia-settings (470.57.02-0ubuntu1) ...\n",
            "Purging configuration files for libnvidia-compute-460:amd64 (460.91.03-0ubuntu1) ...\n",
            "Purging configuration files for libnvidia-compute-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Purging configuration files for nvidia-dkms-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-command-line-tools-10-0:\n",
            " cuda-tools-10-0 depends on cuda-command-line-tools-10-0 (>= 10.0.130).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-command-line-tools-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-command-line-tools-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-command-line-tools-10-1:\n",
            " cuda-tools-10-1 depends on cuda-command-line-tools-10-1 (>= 10.1.243).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-command-line-tools-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-command-line-tools-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-command-line-tools-11-0:\n",
            " cuda-tools-11-0 depends on cuda-command-line-tools-11-0 (>= 11.0.3).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-command-line-tools-11-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-command-line-tools-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-command-line-tools-11-1:\n",
            " cuda-tools-11-1 depends on cuda-command-line-tools-11-1 (>= 11.1.1).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-command-line-tools-11-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-command-line-tools-11-1\n",
            "(Reading database ... 154284 files and directories currently installed.)\n",
            "Removing cuda-compat-11-1 (455.45.01-1) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.3) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-compiler-10-0:\n",
            " cuda-toolkit-10-0 depends on cuda-compiler-10-0 (>= 10.0.130).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-compiler-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-compiler-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-compiler-10-1:\n",
            " cuda-toolkit-10-1 depends on cuda-compiler-10-1 (>= 10.1.243).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-compiler-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-compiler-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-compiler-11-0:\n",
            " cuda-toolkit-11-0 depends on cuda-compiler-11-0 (>= 11.0.3).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-compiler-11-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-compiler-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-compiler-11-1:\n",
            " cuda-toolkit-11-1 depends on cuda-compiler-11-1 (>= 11.1.1).\n",
            " cuda-minimal-build-11-1 depends on cuda-compiler-11-1 (>= 11.1.1).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-compiler-11-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-compiler-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cublas-10-0:\n",
            " cuda-libraries-10-0 depends on cuda-cublas-10-0 (>= 10.0.130).\n",
            " cuda-cublas-dev-10-0 depends on cuda-cublas-10-0 (>= 10.0.130).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cublas-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cublas-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cublas-dev-10-0:\n",
            " cuda-visual-tools-10-0 depends on cuda-cublas-dev-10-0 (>= 10.0.130).\n",
            " cuda-samples-10-0 depends on cuda-cublas-dev-10-0.\n",
            " cuda-libraries-dev-10-0 depends on cuda-cublas-dev-10-0 (>= 10.0.130).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cublas-dev-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cublas-dev-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-10-0:\n",
            " cuda-cudart-dev-10-0 depends on cuda-cudart-10-0 (>= 10.0.130).\n",
            " cuda-libraries-10-0 depends on cuda-cudart-10-0 (>= 10.0.130).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cudart-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cudart-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-10-1:\n",
            " cuda-cudart-dev-10-1 depends on cuda-cudart-10-1 (>= 10.1.243).\n",
            " cuda-libraries-10-1 depends on cuda-cudart-10-1 (>= 10.1.243).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cudart-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cudart-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-11-0:\n",
            " cuda-libraries-11-0 depends on cuda-cudart-11-0 (>= 11.0.221).\n",
            " cuda-cudart-dev-11-0 depends on cuda-cudart-11-0 (>= 11.0.221).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cudart-11-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cudart-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-11-1:\n",
            " cuda-libraries-11-1 depends on cuda-cudart-11-1 (>= 11.1.74).\n",
            " cuda-cudart-dev-11-1 depends on cuda-cudart-11-1 (>= 11.1.74).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cudart-11-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cudart-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-dev-10-0:\n",
            " cuda-visual-tools-10-0 depends on cuda-cudart-dev-10-0 (>= 10.0.130).\n",
            " cuda-cupti-10-0 depends on cuda-cudart-dev-10-0 (>= 10.0.130).\n",
            " cuda-samples-10-0 depends on cuda-cudart-dev-10-0.\n",
            " cuda-libraries-dev-10-0 depends on cuda-cudart-dev-10-0 (>= 10.0.130).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cudart-dev-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cudart-dev-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-dev-10-1:\n",
            " cuda-samples-10-1 depends on cuda-cudart-dev-10-1.\n",
            " cuda-libraries-dev-10-1 depends on cuda-cudart-dev-10-1 (>= 10.1.243).\n",
            " cuda-visual-tools-10-1 depends on cuda-cudart-dev-10-1 (>= 10.1.243).\n",
            " cuda-cupti-10-1 depends on cuda-cudart-dev-10-1 (>= 10.1.243).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cudart-dev-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cudart-dev-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-dev-11-0:\n",
            " cuda-cupti-11-0 depends on cuda-cudart-dev-11-0.\n",
            " cuda-visual-tools-11-0 depends on cuda-cudart-dev-11-0 (>= 11.0.221).\n",
            " cuda-samples-11-0 depends on cuda-cudart-dev-11-0.\n",
            " cuda-nvcc-11-0 depends on cuda-cudart-dev-11-0.\n",
            " cuda-libraries-dev-11-0 depends on cuda-cudart-dev-11-0 (>= 11.0.221).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-cudart-dev-11-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-cudart-dev-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cudart-dev-11-1:\n",
            " cuda-nvcc-11-1 depends on cuda-cudart-dev-11-1.\n",
            " cuda-samples-11-1 depends on cuda-cudart-dev-11-1.\n",
            " cuda-visual-tools-11-1 depends on cuda-cudart-dev-11-1 (>= 11.1.74).\n",
            " cuda-libraries-dev-11-1 depends on cuda-cudart-dev-11-1 (>= 11.1.74).\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cufft-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cuobjdump-11-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cupti-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-cupti-11-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-curand-dev-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-gdb-10-0:\n",
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            "(Reading database ... 154276 files and directories currently installed.)\n",
            "Removing cuda-libraries-10-0 (10.0.130-1) ...\n",
            "(Reading database ... 154273 files and directories currently installed.)\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-libraries-11-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-libraries-dev-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-libraries-dev-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-libraries-dev-11-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-libraries-dev-11-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-memcheck-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-memcheck-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-memcheck-11-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-memcheck-11-1:\n",
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            " dependency problems - not removing\n",
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            "(Reading database ... 154270 files and directories currently installed.)\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-misc-headers-10-1:\n",
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            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-npp-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-npp-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-npp-dev-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-npp-dev-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-11-1:\n",
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            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-compute-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nsight-compute-10-0 (--purge):\n",
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            "Errors were encountered while processing:\n",
            " cuda-nsight-compute-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-compute-10-1:\n",
            " cuda-visual-tools-10-1 depends on cuda-nsight-compute-10-1 (>= 10.1.243).\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-compute-11-0:\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nsight-compute-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-compute-11-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-systems-10-1:\n",
            " cuda-visual-tools-10-1 depends on cuda-nsight-systems-10-1 (>= 10.1.243).\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-systems-11-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nsight-systems-11-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvcc-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvcc-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvcc-11-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvcc-11-1:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvdisasm-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvdisasm-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvdisasm-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvdisasm-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvdisasm-11-0:\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvdisasm-11-0 (--purge):\n",
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            "Errors were encountered while processing:\n",
            " cuda-nvdisasm-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvdisasm-11-1:\n",
            " cuda-gdb-11-1 depends on cuda-nvdisasm-11-1.\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvdisasm-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvgraph-10-0:\n",
            " cuda-nvgraph-dev-10-0 depends on cuda-nvgraph-10-0 (>= 10.0.130).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvgraph-10-0 (--purge):\n",
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            "Errors were encountered while processing:\n",
            " cuda-nvgraph-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvgraph-10-1:\n",
            " cuda-nvgraph-dev-10-1 depends on cuda-nvgraph-10-1 (>= 10.1.243).\n",
            "\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvgraph-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvgraph-dev-10-0:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvgraph-dev-10-1:\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvgraph-dev-10-1 (--purge):\n",
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            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvjpeg-10-0:\n",
            " cuda-nvjpeg-dev-10-0 depends on cuda-nvjpeg-10-0 (>= 10.0.130.1).\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvjpeg-10-1:\n",
            " cuda-nvjpeg-dev-10-1 depends on cuda-nvjpeg-10-1 (>= 10.1.243).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvjpeg-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvjpeg-dev-10-0:\n",
            " cuda-visual-tools-10-0 depends on cuda-nvjpeg-dev-10-0 (>= 10.0.130).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvjpeg-dev-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvjpeg-dev-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvjpeg-dev-10-1:\n",
            " cuda-samples-10-1 depends on cuda-nvjpeg-dev-10-1.\n",
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            " cuda-visual-tools-10-1 depends on cuda-nvjpeg-dev-10-1 (>= 10.1.243).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvjpeg-dev-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvjpeg-dev-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvml-dev-10-0:\n",
            " cuda-toolkit-10-0 depends on cuda-nvml-dev-10-0 (>= 10.0.130).\n",
            " cuda-visual-tools-10-0 depends on cuda-nvml-dev-10-0 (>= 10.0.130).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvml-dev-10-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvml-dev-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvml-dev-10-1:\n",
            " cuda-toolkit-10-1 depends on cuda-nvml-dev-10-1 (>= 10.1.243).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvml-dev-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvml-dev-11-0:\n",
            " cuda-visual-tools-11-0 depends on cuda-nvml-dev-11-0 (>= 11.0.167).\n",
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            " dependency problems - not removing\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvml-dev-11-1:\n",
            " cuda-visual-tools-11-1 depends on cuda-nvml-dev-11-1 (>= 11.1.74).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvml-dev-11-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprof-10-0:\n",
            " cuda-command-line-tools-10-0 depends on cuda-nvprof-10-0 (>= 10.0.130).\n",
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            " dependency problems - not removing\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprof-10-1:\n",
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            " dependency problems - not removing\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprof-11-0:\n",
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            " dependency problems - not removing\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprof-11-1:\n",
            " cuda-command-line-tools-11-1 depends on cuda-nvprof-11-1 (>= 11.1.105).\n",
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            " dependency problems - not removing\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprune-10-0:\n",
            " cuda-compiler-10-0 depends on cuda-nvprune-10-0 (>= 10.0.130).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvprune-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprune-10-1:\n",
            " cuda-compiler-10-1 depends on cuda-nvprune-10-1 (>= 10.1.243).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvprune-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprune-11-0:\n",
            " cuda-compiler-11-0 depends on cuda-nvprune-11-0 (>= 11.0.221).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvprune-11-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvprune-11-1:\n",
            " cuda-compiler-11-1 depends on cuda-nvprune-11-1 (>= 11.1.74).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvprune-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-10-0:\n",
            " cuda-nvrtc-dev-10-0 depends on cuda-nvrtc-10-0 (>= 10.0.130).\n",
            "\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvrtc-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-10-1:\n",
            " cuda-nvrtc-dev-10-1 depends on cuda-nvrtc-10-1 (>= 10.1.243).\n",
            "\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvrtc-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-11-0:\n",
            " cuda-nvrtc-dev-11-0 depends on cuda-nvrtc-11-0 (>= 11.0.221).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-11-1:\n",
            " cuda-nvrtc-dev-11-1 depends on cuda-nvrtc-11-1 (>= 11.1.105).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-dev-10-0:\n",
            " cuda-visual-tools-10-0 depends on cuda-nvrtc-dev-10-0 (>= 10.0.130).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-dev-10-1:\n",
            " cuda-samples-10-1 depends on cuda-nvrtc-dev-10-1.\n",
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            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvrtc-dev-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-dev-11-0:\n",
            " cuda-visual-tools-11-0 depends on cuda-nvrtc-dev-11-0 (>= 11.0.221).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvrtc-dev-11-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvrtc-dev-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvrtc-dev-11-1:\n",
            " cuda-samples-11-1 depends on cuda-nvrtc-dev-11-1.\n",
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            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-nvrtc-dev-11-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvrtc-dev-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvtx-10-0:\n",
            " cuda-command-line-tools-10-0 depends on cuda-nvtx-10-0 (>= 10.0.130).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvtx-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvtx-10-1:\n",
            " cuda-command-line-tools-10-1 depends on cuda-nvtx-10-1 (>= 10.1.243).\n",
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            " dependency problems - not removing\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvtx-11-0:\n",
            " cuda-command-line-tools-11-0 depends on cuda-nvtx-11-0 (>= 11.0.167).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvtx-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvtx-11-1:\n",
            " cuda-command-line-tools-11-1 depends on cuda-nvtx-11-1 (>= 11.1.74).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvvp-10-0:\n",
            " cuda-visual-tools-10-0 depends on cuda-nvvp-10-0 (>= 10.0.130).\n",
            "\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvvp-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvvp-10-1:\n",
            " cuda-visual-tools-10-1 depends on cuda-nvvp-10-1 (>= 10.1.243).\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
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            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvvp-11-0:\n",
            " cuda-visual-tools-11-0 depends on cuda-nvvp-11-0 (>= 11.0.221).\n",
            "\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvvp-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-nvvp-11-1:\n",
            " cuda-visual-tools-11-1 depends on cuda-nvvp-11-1 (>= 11.1.105).\n",
            "\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-nvvp-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-samples-10-0:\n",
            " cuda-documentation-10-0 depends on cuda-samples-10-0.\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-samples-10-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-samples-10-1:\n",
            " cuda-toolkit-10-1 depends on cuda-samples-10-1 (>= 10.1.243).\n",
            " cuda-documentation-10-1 depends on cuda-samples-10-1.\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-samples-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-samples-10-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-samples-11-0:\n",
            " cuda-documentation-11-0 depends on cuda-samples-11-0.\n",
            " cuda-toolkit-11-0 depends on cuda-samples-11-0 (>= 11.0.221).\n",
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            "Errors were encountered while processing:\n",
            " cuda-samples-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-samples-11-1:\n",
            " cuda-documentation-11-1 depends on cuda-samples-11-1.\n",
            " cuda-toolkit-11-1 depends on cuda-samples-11-1 (>= 11.1.105).\n",
            "\n",
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            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-samples-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-sanitizer-11-0:\n",
            " cuda-command-line-tools-11-0 depends on cuda-sanitizer-11-0 (>= 11.0.221).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-sanitizer-11-0 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-sanitizer-11-0\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-sanitizer-11-1:\n",
            " cuda-command-line-tools-11-1 depends on cuda-sanitizer-11-1 (>= 11.1.105).\n",
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            "\u001b[1mdpkg:\u001b[0m error processing package cuda-sanitizer-11-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-sanitizer-11-1\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent removal of cuda-sanitizer-api-10-1:\n",
            " cuda-command-line-tools-10-1 depends on cuda-sanitizer-api-10-1 (>= 10.1.243).\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-sanitizer-api-10-1 (--purge):\n",
            " dependency problems - not removing\n",
            "Errors were encountered while processing:\n",
            " cuda-sanitizer-api-10-1\n",
            "(Reading database ... 154268 files and directories currently installed.)\n",
            "Removing cuda-toolkit-10-0 (10.0.130-1) ...\n",
            "Purging configuration files for cuda-toolkit-10-0 (10.0.130-1) ...\n",
            "(Reading database ... 154265 files and directories currently installed.)\n",
            "Removing cuda-toolkit-10-1 (10.1.243-1) ...\n",
            "Purging configuration files for cuda-toolkit-10-1 (10.1.243-1) ...\n",
            "(Reading database ... 154262 files and directories currently installed.)\n",
            "Removing cuda-toolkit-11-0 (11.0.3-1) ...\n",
            "Purging configuration files for cuda-toolkit-11-0 (11.0.3-1) ...\n",
            "(Reading database ... 154260 files and directories currently installed.)\n",
            "Removing cuda-toolkit-11-1 (11.1.1-1) ...\n",
            "Purging configuration files for cuda-toolkit-11-1 (11.1.1-1) ...\n",
            "(Reading database ... 154258 files and directories currently installed.)\n",
            "Removing cuda-tools-10-0 (10.0.130-1) ...\n",
            "(Reading database ... 154255 files and directories currently installed.)\n",
            "Removing cuda-tools-10-1 (10.1.243-1) ...\n",
            "(Reading database ... 154252 files and directories currently installed.)\n",
            "Removing cuda-tools-11-0 (11.0.3-1) ...\n",
            "(Reading database ... 154250 files and directories currently installed.)\n",
            "Removing cuda-tools-11-1 (11.1.1-1) ...\n",
            "(Reading database ... 154248 files and directories currently installed.)\n",
            "Removing cuda-visual-tools-10-0 (10.0.130-1) ...\n",
            "Purging configuration files for cuda-visual-tools-10-0 (10.0.130-1) ...\n",
            "(Reading database ... 151415 files and directories currently installed.)\n",
            "Removing cuda-visual-tools-10-1 (10.1.243-1) ...\n",
            "Purging configuration files for cuda-visual-tools-10-1 (10.1.243-1) ...\n",
            "(Reading database ... 148582 files and directories currently installed.)\n",
            "Removing cuda-visual-tools-11-0 (11.0.3-1) ...\n",
            "Purging configuration files for cuda-visual-tools-11-0 (11.0.3-1) ...\n",
            "(Reading database ... 148580 files and directories currently installed.)\n",
            "Removing cuda-visual-tools-11-1 (11.1.1-1) ...\n",
            "Purging configuration files for cuda-visual-tools-11-1 (11.1.1-1) ...\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "E: Unable to locate package cuda-10-1_10.1.243-1_amd64.deb\n",
            "E: Couldn't find any package by glob 'cuda-10-1_10.1.243-1_amd64.deb'\n",
            "E: Couldn't find any package by regex 'cuda-10-1_10.1.243-1_amd64.deb'\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "The following packages will be REMOVED:\n",
            "  cuda-command-line-tools-10-0 cuda-command-line-tools-10-1\n",
            "  cuda-command-line-tools-11-0 cuda-compiler-10-0 cuda-compiler-10-1\n",
            "  cuda-compiler-11-0 cuda-compiler-11-1 cuda-cuobjdump-10-0\n",
            "  cuda-cuobjdump-10-1 cuda-cuobjdump-11-0 cuda-cupti-10-0 cuda-cupti-10-1\n",
            "  cuda-cupti-11-0 cuda-cupti-dev-11-0 cuda-documentation-10-0\n",
            "  cuda-documentation-10-1 cuda-documentation-11-0 cuda-documentation-11-1\n",
            "  cuda-gdb-10-0 cuda-gdb-10-1 cuda-gdb-11-0 cuda-gpu-library-advisor-10-0\n",
            "  cuda-gpu-library-advisor-10-1 cuda-libraries-11-0 cuda-memcheck-10-0\n",
            "  cuda-memcheck-10-1 cuda-memcheck-11-0 cuda-nsight-10-0 cuda-nsight-10-1\n",
            "  cuda-nsight-11-0 cuda-nsight-11-1 cuda-nsight-compute-10-0\n",
            "  cuda-nsight-compute-10-1 cuda-nsight-compute-11-0 cuda-nsight-compute-11-1\n",
            "  cuda-nsight-systems-10-1 cuda-nsight-systems-11-0 cuda-nsight-systems-11-1\n",
            "  cuda-nvcc-10-0 cuda-nvcc-10-1 cuda-nvcc-11-0 cuda-nvdisasm-10-0\n",
            "  cuda-nvdisasm-10-1 cuda-nvdisasm-11-0 cuda-nvml-dev-10-0 cuda-nvml-dev-10-1\n",
            "  cuda-nvml-dev-11-0 cuda-nvprof-10-0 cuda-nvprof-10-1 cuda-nvprof-11-0\n",
            "  cuda-nvprune-10-0 cuda-nvprune-10-1 cuda-nvprune-11-0 cuda-nvprune-11-1\n",
            "  cuda-nvtx-10-0 cuda-nvtx-10-1 cuda-nvtx-11-0 cuda-nvvp-10-0 cuda-nvvp-10-1\n",
            "  cuda-nvvp-11-0 cuda-nvvp-11-1 cuda-samples-10-0 cuda-samples-10-1\n",
            "  cuda-samples-11-0 cuda-samples-11-1 cuda-sanitizer-11-0\n",
            "  cuda-sanitizer-api-10-1 default-jre dkms freeglut3 freeglut3-dev\n",
            "  keyboard-configuration libargon2-0 libcap2 libcryptsetup12\n",
            "  libdevmapper1.02.1 libfontenc1 libidn11 libip4tc0 libjansson4 libpam-systemd\n",
            "  libpolkit-agent-1-0 libpolkit-backend-1-0 libpolkit-gobject-1-0 libxfont2\n",
            "  libxi-dev libxkbfile1 libxmu-dev libxmu-headers libxnvctrl0 libxtst6\n",
            "  nsight-compute-2020.2.1 nsight-compute-2021.2.2 nsight-systems-2020.3.2\n",
            "  nsight-systems-2020.3.4 nsight-systems-2021.3.2 ocl-icd-opencl-dev\n",
            "  opencl-c-headers openjdk-11-jre policykit-1 policykit-1-gnome python3-xkit\n",
            "  screen-resolution-extra systemd systemd-sysv udev x11-xkb-utils\n",
            "  xserver-common xserver-xorg-core-hwe-18.04\n",
            "0 upgraded, 0 newly installed, 109 to remove and 37 not upgraded.\n",
            "After this operation, 4,743 MB disk space will be freed.\n",
            "(Reading database ... 148578 files and directories currently installed.)\n",
            "Removing cuda-command-line-tools-10-0 (10.0.130-1) ...\n",
            "Removing cuda-command-line-tools-10-1 (10.1.243-1) ...\n",
            "Removing cuda-command-line-tools-11-0 (11.0.3-1) ...\n",
            "Removing cuda-compiler-10-0 (10.0.130-1) ...\n",
            "Removing cuda-compiler-10-1 (10.1.243-1) ...\n",
            "Removing cuda-compiler-11-0 (11.0.3-1) ...\n",
            "Removing cuda-compiler-11-1 (11.1.1-1) ...\n",
            "Removing cuda-gdb-10-0 (10.0.130-1) ...\n",
            "Removing cuda-cuobjdump-10-0 (10.0.130-1) ...\n",
            "Removing cuda-gdb-10-1 (10.1.243-1) ...\n",
            "Removing cuda-cuobjdump-10-1 (10.1.243-1) ...\n",
            "Removing cuda-gdb-11-0 (11.0.221-1) ...\n",
            "Removing cuda-cuobjdump-11-0 (11.0.221-1) ...\n",
            "Removing cuda-cupti-10-0 (10.0.130-1) ...\n",
            "Removing cuda-cupti-10-1 (10.1.243-1) ...\n",
            "Removing cuda-cupti-dev-11-0 (11.0.221-1) ...\n",
            "Removing cuda-cupti-11-0 (11.0.221-1) ...\n",
            "Removing cuda-documentation-10-0 (10.0.130-1) ...\n",
            "Removing cuda-documentation-10-1 (10.1.243-1) ...\n",
            "Removing cuda-documentation-11-0 (11.0.228-1) ...\n",
            "Removing cuda-documentation-11-1 (11.1.105-1) ...\n",
            "Removing cuda-gpu-library-advisor-10-0 (10.0.130-1) ...\n",
            "Removing cuda-gpu-library-advisor-10-1 (10.1.243-1) ...\n",
            "Removing cuda-libraries-11-0 (11.0.3-1) ...\n",
            "Removing cuda-memcheck-10-0 (10.0.130-1) ...\n",
            "Removing cuda-memcheck-10-1 (10.1.243-1) ...\n",
            "Removing cuda-memcheck-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nsight-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nsight-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nsight-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nsight-11-1 (11.1.105-1) ...\n",
            "Removing cuda-nsight-compute-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nsight-compute-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nsight-compute-11-0 (11.0.3-1) ...\n",
            "Removing cuda-nsight-compute-11-1 (11.1.1-1) ...\n",
            "Removing cuda-nsight-systems-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nsight-systems-11-0 (11.0.3-1) ...\n",
            "Removing cuda-nsight-systems-11-1 (11.1.1-1) ...\n",
            "Removing cuda-samples-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nvcc-10-0 (10.0.130-1) ...\n",
            "Removing cuda-samples-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nvcc-10-1 (10.1.243-1) ...\n",
            "Removing cuda-samples-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nvcc-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nvdisasm-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nvdisasm-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nvdisasm-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nvml-dev-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nvml-dev-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nvml-dev-11-0 (11.0.167-1) ...\n",
            "Removing cuda-nvprof-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nvprof-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nvprof-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nvprune-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nvprune-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nvprune-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nvprune-11-1 (11.1.74-1) ...\n",
            "Removing cuda-nvtx-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nvtx-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nvtx-11-0 (11.0.167-1) ...\n",
            "Removing cuda-nvvp-10-0 (10.0.130-1) ...\n",
            "Removing cuda-nvvp-10-1 (10.1.243-1) ...\n",
            "Removing cuda-nvvp-11-0 (11.0.221-1) ...\n",
            "Removing cuda-nvvp-11-1 (11.1.105-1) ...\n",
            "Removing cuda-samples-11-1 (11.1.105-1) ...\n",
            "Removing cuda-sanitizer-11-0 (11.0.221-1) ...\n",
            "Removing cuda-sanitizer-api-10-1 (10.1.243-1) ...\n",
            "Removing default-jre (2:1.11-68ubuntu1~18.04.1) ...\n",
            "Removing dkms (2.3-3ubuntu9.7) ...\n",
            "Removing freeglut3-dev:amd64 (2.8.1-3) ...\n",
            "Removing freeglut3:amd64 (2.8.1-3) ...\n",
            "Removing xserver-xorg-core-hwe-18.04 (2:1.20.8-2ubuntu2.2~18.04.5) ...\n",
            "Removing keyboard-configuration (1.178ubuntu2.9) ...\n",
            "Removing screen-resolution-extra (0.17.3) ...\n",
            "Removing policykit-1-gnome (0.105-6ubuntu2) ...\n",
            "Removing policykit-1 (0.105-20ubuntu0.18.04.5) ...\n",
            "Removing libpam-systemd:amd64 (237-3ubuntu10.52) ...\n",
            "Removing systemd-sysv (237-3ubuntu10.52) ...\n",
            "Removing systemd (237-3ubuntu10.52) ...\n",
            "Removing libcryptsetup12:amd64 (2:2.0.2-1ubuntu1.2) ...\n",
            "Removing libargon2-0:amd64 (0~20161029-1.1) ...\n",
            "Removing libcap2:amd64 (1:2.25-1.2) ...\n",
            "Removing libdevmapper1.02.1:amd64 (2:1.02.145-4.1ubuntu3.18.04.3) ...\n",
            "Removing libxfont2:amd64 (1:2.0.3-1) ...\n",
            "Removing libfontenc1:amd64 (1:1.1.3-1) ...\n",
            "Removing libidn11:amd64 (1.33-2.1ubuntu1.2) ...\n",
            "Removing libip4tc0:amd64 (1.6.1-2ubuntu2) ...\n",
            "Removing libjansson4:amd64 (2.11-1) ...\n",
            "Removing libpolkit-agent-1-0:amd64 (0.105-20ubuntu0.18.04.5) ...\n",
            "Removing libpolkit-backend-1-0:amd64 (0.105-20ubuntu0.18.04.5) ...\n",
            "Removing libpolkit-gobject-1-0:amd64 (0.105-20ubuntu0.18.04.5) ...\n",
            "Removing libxi-dev:amd64 (2:1.7.9-1) ...\n",
            "Removing xserver-common (2:1.19.6-1ubuntu4.9) ...\n",
            "Removing x11-xkb-utils (7.7+3ubuntu0.18.04.1) ...\n",
            "Removing libxkbfile1:amd64 (1:1.0.9-2) ...\n",
            "Removing libxmu-dev:amd64 (2:1.1.2-2) ...\n",
            "Removing libxmu-headers (2:1.1.2-2) ...\n",
            "Removing libxnvctrl0:amd64 (470.57.02-0ubuntu1) ...\n",
            "Removing openjdk-11-jre:amd64 (11.0.11+9-0ubuntu2~18.04) ...\n",
            "Removing libxtst6:amd64 (2:1.2.3-1) ...\n",
            "Removing nsight-compute-2020.2.1 (2020.2.1.8-1) ...\n",
            "Removing nsight-compute-2021.2.2 (2021.2.2.1-1) ...\n",
            "Removing nsight-systems-2020.3.2 (2020.3.2.6-87e152c) ...\n",
            "Removing nsight-systems-2020.3.4 (2020.3.4.32-52657a0) ...\n",
            "update-alternatives: removing manually selected alternative - switching nsys to auto mode\n",
            "update-alternatives: using /opt/nvidia/nsight-systems/2021.3.2/target-linux-x64/nsys to provide /usr/local/bin/nsys (nsys) in auto mode\n",
            "update-alternatives: removing manually selected alternative - switching nsight-sys to auto mode\n",
            "update-alternatives: removing manually selected alternative - switching nsys-ui to auto mode\n",
            "update-alternatives: using /opt/nvidia/nsight-systems/2021.3.2/host-linux-x64/nsys-ui to provide /usr/local/bin/nsys-ui (nsys-ui) in auto mode\n",
            "Removing nsight-systems-2021.3.2 (2021.3.2.4-027534f) ...\n",
            "\u001b[1mdpkg:\u001b[0m \u001b[1;33mwarning:\u001b[0m while removing nsight-systems-2021.3.2, directory '/usr/local/bin' not empty so not removed\n",
            "\u001b[1mdpkg:\u001b[0m \u001b[1;33mwarning:\u001b[0m while removing nsight-systems-2021.3.2, directory '/opt' not empty so not removed\n",
            "Removing ocl-icd-opencl-dev:amd64 (2.2.11-1ubuntu1) ...\n",
            "Removing opencl-c-headers (2.2~2018.02.21-gb5c3680-1) ...\n",
            "Removing python3-xkit (0.5.0ubuntu2) ...\n",
            "Removing udev (237-3ubuntu10.52) ...\n",
            "invoke-rc.d: could not determine current runlevel\n",
            "invoke-rc.d: policy-rc.d denied execution of stop.\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.3) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Processing triggers for dbus (1.12.2-1ubuntu1.2) ...\n",
            "Processing triggers for hicolor-icon-theme (0.17-2) ...\n",
            "Processing triggers for mime-support (3.60ubuntu1) ...\n",
            "Get:1 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]\n",
            "Ign:2 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  InRelease\n",
            "Get:3 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ InRelease [3,626 B]\n",
            "Get:4 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic InRelease [15.9 kB]\n",
            "Hit:5 http://archive.ubuntu.com/ubuntu bionic InRelease\n",
            "Ign:6 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64  InRelease\n",
            "Hit:7 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  Release\n",
            "Hit:8 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64  Release\n",
            "Get:9 http://archive.ubuntu.com/ubuntu bionic-updates InRelease [88.7 kB]\n",
            "Get:10 http://security.ubuntu.com/ubuntu bionic-security/universe amd64 Packages [1,433 kB]\n",
            "Hit:11 http://ppa.launchpad.net/cran/libgit2/ubuntu bionic InRelease\n",
            "Get:12 http://security.ubuntu.com/ubuntu bionic-security/main amd64 Packages [2,367 kB]\n",
            "Get:13 http://security.ubuntu.com/ubuntu bionic-security/restricted amd64 Packages [607 kB]\n",
            "Get:14 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ Packages [69.5 kB]\n",
            "Get:15 http://archive.ubuntu.com/ubuntu bionic-backports InRelease [74.6 kB]\n",
            "Hit:16 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic InRelease\n",
            "Hit:17 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic InRelease\n",
            "Get:20 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main Sources [1,803 kB]\n",
            "Get:21 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 Packages [2,211 kB]\n",
            "Get:22 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 Packages [2,803 kB]\n",
            "Get:23 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main amd64 Packages [923 kB]\n",
            "Get:24 http://archive.ubuntu.com/ubuntu bionic-updates/restricted amd64 Packages [640 kB]\n",
            "Fetched 13.1 MB in 3s (4,415 kB/s)\n",
            "Reading package lists... Done\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uxp4kebM4g0t",
        "outputId": "a2b354f1-065f-45c6-adcb-1f30f3b78a1c"
      },
      "source": [
        "# Download cuda 10.1\n",
        "\n",
        "!wget --no-clobber https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-10-1_10.1.243-1_amd64.deb\n",
        "\n",
        "# !wget https://developer.nvidia.com/compute/cuda/10.0/Prod/local_installers/cuda-repo-ubuntu1604-10-0-local-10.0.130-410.48_1.0-1_amd64 -O cuda-repo-ubuntu1604-10-0-local-10.0.130-410.48_1.0-1_amd64.deb\n",
        "# !dpkg -i cuda-repo-ubuntu1604-10-0-local-10.0.130-410.48_1.0-1_amd64.deb\n",
        "# !apt-key add /var/cuda-repo-10-0-local/7fa2af80.pub\n",
        "# !apt-get update\n",
        "# !apt-get -y install gcc-7 g++-7\n",
        "# !apt-get -y install cuda "
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "File ‘cuda-10-1_10.1.243-1_amd64.deb’ already there; not retrieving.\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6sqFEhiJBOmJ"
      },
      "source": [
        "# !export PATH=/usr/local/cuda/bin${PATH:+:${PATH}}\n",
        "# !export LD_LIBRARY_PATH=/usr/local/cuda/lib64\\${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}"
      ],
      "execution_count": 7,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "LgblIPQPI0RF",
        "outputId": "208525bd-f667-42d3-d8fc-e8c71a2cea1d"
      },
      "source": [
        "# !/usr/local/cuda/bin/nvcc --version"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/bin/bash: /usr/local/cuda/bin/nvcc: No such file or directory\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3N6ie5714i0o",
        "outputId": "0599c7c2-ddef-417a-cbf0-1dc29b4bfabe"
      },
      "source": [
        "!dpkg -i cuda-10-1_10.1.243-1_amd64.deb"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Selecting previously unselected package cuda-10-1.\n",
            "(Reading database ... \r(Reading database ... 5%\r(Reading database ... 10%\r(Reading database ... 15%\r(Reading database ... 20%\r(Reading database ... 25%\r(Reading database ... 30%\r(Reading database ... 35%\r(Reading database ... 40%\r(Reading database ... 45%\r(Reading database ... 50%\r(Reading database ... 55%\r(Reading database ... 60%\r(Reading database ... 65%\r(Reading database ... 70%\r(Reading database ... 75%\r(Reading database ... 80%\r(Reading database ... 85%\r(Reading database ... 90%\r(Reading database ... 95%\r(Reading database ... 100%\r(Reading database ... 117795 files and directories currently installed.)\n",
            "Preparing to unpack cuda-10-1_10.1.243-1_amd64.deb ...\n",
            "Unpacking cuda-10-1 (10.1.243-1) ...\n",
            "\u001b[1mdpkg:\u001b[0m dependency problems prevent configuration of cuda-10-1:\n",
            " cuda-10-1 depends on cuda-toolkit-10-1 (>= 10.1.243); however:\n",
            "  Package cuda-toolkit-10-1 is not installed.\n",
            " cuda-10-1 depends on cuda-runtime-10-1 (>= 10.1.243); however:\n",
            "  Package cuda-runtime-10-1 is not installed.\n",
            " cuda-10-1 depends on cuda-demo-suite-10-1 (>= 10.1.243); however:\n",
            "  Package cuda-demo-suite-10-1 is not installed.\n",
            "\n",
            "\u001b[1mdpkg:\u001b[0m error processing package cuda-10-1 (--install):\n",
            " dependency problems - leaving unconfigured\n",
            "Errors were encountered while processing:\n",
            " cuda-10-1\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Sb6tl9wN4kqD",
        "outputId": "11edec64-8125-415c-eb22-385da18755f5"
      },
      "source": [
        "!sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub\n",
        "!apt-get update"
      ],
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Executing: /tmp/apt-key-gpghome.22I3OxLHuA/gpg.1.sh --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub\n",
            "gpg: requesting key from 'https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub'\n",
            "gpg: key F60F4B3D7FA2AF80: \"cudatools <cudatools@nvidia.com>\" not changed\n",
            "gpg: Total number processed: 1\n",
            "gpg:              unchanged: 1\n",
            "Hit:1 http://security.ubuntu.com/ubuntu bionic-security InRelease\n",
            "Ign:2 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  InRelease\n",
            "Hit:3 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ InRelease\n",
            "Hit:4 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic InRelease\n",
            "Ign:5 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64  InRelease\n",
            "Hit:6 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  Release\n",
            "Hit:7 http://archive.ubuntu.com/ubuntu bionic InRelease\n",
            "Hit:8 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64  Release\n",
            "Hit:9 http://archive.ubuntu.com/ubuntu bionic-updates InRelease\n",
            "Hit:10 http://ppa.launchpad.net/cran/libgit2/ubuntu bionic InRelease\n",
            "Hit:11 http://archive.ubuntu.com/ubuntu bionic-backports InRelease\n",
            "Hit:12 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic InRelease\n",
            "Hit:13 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic InRelease\n",
            "Reading package lists... Done\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Z4_6Uxi_4ni1",
        "outputId": "97164d80-31bf-4202-a34d-6106098e3218"
      },
      "source": [
        "!apt-get install cuda-10-1"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "cuda-10-1 is already the newest version (10.1.243-1).\n",
            "You might want to run 'apt --fix-broken install' to correct these.\n",
            "The following packages have unmet dependencies:\n",
            " cuda-10-1 : Depends: cuda-toolkit-10-1 (>= 10.1.243) but it is not going to be installed\n",
            "             Depends: cuda-runtime-10-1 (>= 10.1.243) but it is not going to be installed\n",
            "             Depends: cuda-demo-suite-10-1 (>= 10.1.243) but it is not going to be installed\n",
            "E: Unmet dependencies. Try 'apt --fix-broken install' with no packages (or specify a solution).\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "BMFZ8JhU43TU",
        "outputId": "d9498cd7-0fc2-4a9d-dd3a-23fb3344c616"
      },
      "source": [
        "!sudo apt --fix-broken install"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "Correcting dependencies... Done\n",
            "The following additional packages will be installed:\n",
            "  cuda-command-line-tools-10-1 cuda-compiler-10-1 cuda-cuobjdump-10-1\n",
            "  cuda-cupti-10-1 cuda-demo-suite-10-1 cuda-documentation-10-1 cuda-drivers\n",
            "  cuda-drivers-470 cuda-gdb-10-1 cuda-gpu-library-advisor-10-1\n",
            "  cuda-libraries-10-1 cuda-memcheck-10-1 cuda-nsight-10-1\n",
            "  cuda-nsight-compute-10-1 cuda-nsight-systems-10-1 cuda-nvcc-10-1\n",
            "  cuda-nvdisasm-10-1 cuda-nvml-dev-10-1 cuda-nvprof-10-1 cuda-nvprune-10-1\n",
            "  cuda-nvtx-10-1 cuda-nvvp-10-1 cuda-runtime-10-1 cuda-samples-10-1\n",
            "  cuda-sanitizer-api-10-1 cuda-toolkit-10-1 cuda-tools-10-1\n",
            "  cuda-visual-tools-10-1 default-jre dkms dmsetup fakeroot fonts-dejavu-core\n",
            "  fonts-dejavu-extra freeglut3 freeglut3-dev keyboard-configuration\n",
            "  libargon2-0 libatk-wrapper-java libatk-wrapper-java-jni libcap2\n",
            "  libcryptsetup12 libdevmapper1.02.1 libfakeroot libfontenc1 libidn11\n",
            "  libip4tc0 libjansson4 libnss-systemd libnvidia-cfg1-470 libnvidia-common-470\n",
            "  libnvidia-compute-470 libnvidia-decode-470 libnvidia-encode-470\n",
            "  libnvidia-extra-470 libnvidia-fbc1-470 libnvidia-gl-470 libnvidia-ifr1-470\n",
            "  libpam-systemd libpolkit-agent-1-0 libpolkit-backend-1-0\n",
            "  libpolkit-gobject-1-0 libxfont2 libxi-dev libxkbfile1 libxmu-dev\n",
            "  libxmu-headers libxnvctrl0 libxtst6 libxxf86dga1 networkd-dispatcher\n",
            "  nsight-compute-2021.2.2 nsight-systems-2021.3.2 nvidia-compute-utils-470\n",
            "  nvidia-dkms-470 nvidia-driver-470 nvidia-kernel-common-470\n",
            "  nvidia-kernel-source-470 nvidia-modprobe nvidia-prime nvidia-settings\n",
            "  nvidia-utils-470 openjdk-11-jre policykit-1 policykit-1-gnome python3-xkit\n",
            "  screen-resolution-extra systemd systemd-sysv udev x11-utils x11-xkb-utils\n",
            "  xfonts-base xfonts-encodings xfonts-utils xserver-common\n",
            "  xserver-xorg-core-hwe-18.04 xserver-xorg-video-nvidia-470\n",
            "Suggested packages:\n",
            "  python3-apport menu iw | wireless-tools systemd-container mesa-utils xfs\n",
            "  | xserver xfonts-100dpi | xfonts-75dpi xfonts-scalable\n",
            "Recommended packages:\n",
            "  libnvidia-compute-470:i386 libnvidia-decode-470:i386\n",
            "  libnvidia-encode-470:i386 libnvidia-ifr1-470:i386 libnvidia-fbc1-470:i386\n",
            "  libnvidia-gl-470:i386\n",
            "The following NEW packages will be installed:\n",
            "  cuda-command-line-tools-10-1 cuda-compiler-10-1 cuda-cuobjdump-10-1\n",
            "  cuda-cupti-10-1 cuda-demo-suite-10-1 cuda-documentation-10-1 cuda-drivers\n",
            "  cuda-drivers-470 cuda-gdb-10-1 cuda-gpu-library-advisor-10-1\n",
            "  cuda-libraries-10-1 cuda-memcheck-10-1 cuda-nsight-10-1\n",
            "  cuda-nsight-compute-10-1 cuda-nsight-systems-10-1 cuda-nvcc-10-1\n",
            "  cuda-nvdisasm-10-1 cuda-nvml-dev-10-1 cuda-nvprof-10-1 cuda-nvprune-10-1\n",
            "  cuda-nvtx-10-1 cuda-nvvp-10-1 cuda-runtime-10-1 cuda-samples-10-1\n",
            "  cuda-sanitizer-api-10-1 cuda-toolkit-10-1 cuda-tools-10-1\n",
            "  cuda-visual-tools-10-1 default-jre dkms dmsetup fakeroot fonts-dejavu-core\n",
            "  fonts-dejavu-extra freeglut3 freeglut3-dev keyboard-configuration\n",
            "  libargon2-0 libatk-wrapper-java libatk-wrapper-java-jni libcap2\n",
            "  libcryptsetup12 libdevmapper1.02.1 libfakeroot libfontenc1 libidn11\n",
            "  libip4tc0 libjansson4 libnss-systemd libnvidia-cfg1-470 libnvidia-common-470\n",
            "  libnvidia-compute-470 libnvidia-decode-470 libnvidia-encode-470\n",
            "  libnvidia-extra-470 libnvidia-fbc1-470 libnvidia-gl-470 libnvidia-ifr1-470\n",
            "  libpam-systemd libpolkit-agent-1-0 libpolkit-backend-1-0\n",
            "  libpolkit-gobject-1-0 libxfont2 libxi-dev libxkbfile1 libxmu-dev\n",
            "  libxmu-headers libxnvctrl0 libxtst6 libxxf86dga1 networkd-dispatcher\n",
            "  nsight-compute-2021.2.2 nsight-systems-2021.3.2 nvidia-compute-utils-470\n",
            "  nvidia-dkms-470 nvidia-driver-470 nvidia-kernel-common-470\n",
            "  nvidia-kernel-source-470 nvidia-modprobe nvidia-prime nvidia-settings\n",
            "  nvidia-utils-470 openjdk-11-jre policykit-1 policykit-1-gnome python3-xkit\n",
            "  screen-resolution-extra systemd systemd-sysv udev x11-utils x11-xkb-utils\n",
            "  xfonts-base xfonts-encodings xfonts-utils xserver-common\n",
            "  xserver-xorg-core-hwe-18.04 xserver-xorg-video-nvidia-470\n",
            "0 upgraded, 98 newly installed, 0 to remove and 58 not upgraded.\n",
            "1 not fully installed or removed.\n",
            "Need to get 1,373 MB of archives.\n",
            "After this operation, 2,561 MB of additional disk space will be used.\n",
            "Get:1 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nvcc-10-1 10.1.243-1 [15.7 MB]\n",
            "Get:2 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-common-470 all 470.74-0ubuntu0.18.04.1 [10.0 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxtst6 amd64 2:1.2.3-1 [12.8 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 openjdk-11-jre amd64 11.0.11+9-0ubuntu2~18.04 [174 kB]\n",
            "Get:5 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-compute-470 amd64 470.74-0ubuntu0.18.04.1 [31.5 MB]\n",
            "Get:6 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-cuobjdump-10-1 10.1.243-1 [81.6 kB]\n",
            "Get:7 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nvprune-10-1 10.1.243-1 [36.9 kB]\n",
            "Get:8 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-compiler-10-1 10.1.243-1 [2,534 B]\n",
            "Get:9 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nvdisasm-10-1 10.1.243-1 [22.1 MB]\n",
            "Get:10 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 default-jre amd64 2:1.11-68ubuntu1~18.04.1 [1,076 B]\n",
            "Get:11 http://archive.ubuntu.com/ubuntu bionic/universe amd64 freeglut3 amd64 2.8.1-3 [73.6 kB]\n",
            "Get:12 http://archive.ubuntu.com/ubuntu bionic/universe amd64 freeglut3-dev amd64 2.8.1-3 [124 kB]\n",
            "Get:13 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxmu-headers all 2:1.1.2-2 [54.3 kB]\n",
            "Get:14 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxmu-dev amd64 2:1.1.2-2 [49.0 kB]\n",
            "Get:15 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxi-dev amd64 2:1.7.9-1 [186 kB]\n",
            "Get:16 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 dkms all 2.3-3ubuntu9.7 [68.1 kB]\n",
            "Get:17 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxkbfile1 amd64 1:1.0.9-2 [64.6 kB]\n",
            "Get:18 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 x11-xkb-utils amd64 7.7+3ubuntu0.18.04.1 [160 kB]\n",
            "Get:19 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 xserver-common all 2:1.19.6-1ubuntu4.9 [26.8 kB]\n",
            "Get:20 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 keyboard-configuration all 1.178ubuntu2.9 [369 kB]\n",
            "Get:21 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-gdb-10-1 10.1.243-1 [2,773 kB]\n",
            "Get:22 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 udev amd64 237-3ubuntu10.52 [1,102 kB]\n",
            "Get:23 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nvprof-10-1 10.1.243-1 [4,016 kB]\n",
            "Get:24 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfontenc1 amd64 1:1.1.3-1 [13.9 kB]\n",
            "Get:25 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxfont2 amd64 1:2.0.3-1 [91.7 kB]\n",
            "Get:26 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 xserver-xorg-core-hwe-18.04 amd64 2:1.20.8-2ubuntu2.2~18.04.5 [1,334 kB]\n",
            "Get:27 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-sanitizer-api-10-1 10.1.243-1 [2,153 kB]\n",
            "Get:28 http://archive.ubuntu.com/ubuntu bionic/main amd64 python3-xkit all 0.5.0ubuntu2 [18.6 kB]\n",
            "Get:29 http://archive.ubuntu.com/ubuntu bionic/main amd64 libcap2 amd64 1:2.25-1.2 [13.0 kB]\n",
            "Get:30 http://archive.ubuntu.com/ubuntu bionic/main amd64 libargon2-0 amd64 0~20161029-1.1 [19.9 kB]\n",
            "Get:31 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libdevmapper1.02.1 amd64 2:1.02.145-4.1ubuntu3.18.04.3 [127 kB]\n",
            "Get:32 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libcryptsetup12 amd64 2:2.0.2-1ubuntu1.2 [134 kB]\n",
            "Get:33 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libidn11 amd64 1.33-2.1ubuntu1.2 [46.6 kB]\n",
            "Get:34 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-memcheck-10-1 10.1.243-1 [139 kB]\n",
            "Get:35 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-cupti-10-1 10.1.243-1 [11.2 MB]\n",
            "Get:36 http://archive.ubuntu.com/ubuntu bionic/main amd64 libip4tc0 amd64 1.6.1-2ubuntu2 [19.6 kB]\n",
            "Get:37 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 systemd amd64 237-3ubuntu10.52 [2,913 kB]\n",
            "Get:38 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 systemd-sysv amd64 237-3ubuntu10.52 [13.6 kB]\n",
            "Get:39 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libpam-systemd amd64 237-3ubuntu10.52 [107 kB]\n",
            "Get:40 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libpolkit-gobject-1-0 amd64 0.105-20ubuntu0.18.04.5 [36.4 kB]\n",
            "Get:41 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libpolkit-agent-1-0 amd64 0.105-20ubuntu0.18.04.5 [14.9 kB]\n",
            "Get:42 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libpolkit-backend-1-0 amd64 0.105-20ubuntu0.18.04.5 [36.3 kB]\n",
            "Get:43 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 policykit-1 amd64 0.105-20ubuntu0.18.04.5 [53.5 kB]\n",
            "Get:44 http://archive.ubuntu.com/ubuntu bionic/main amd64 policykit-1-gnome amd64 0.105-6ubuntu2 [24.0 kB]\n",
            "Get:45 http://archive.ubuntu.com/ubuntu bionic/main amd64 screen-resolution-extra all 0.17.3 [11.7 kB]\n",
            "Get:46 http://archive.ubuntu.com/ubuntu bionic/main amd64 libjansson4 amd64 2.11-1 [29.3 kB]\n",
            "Get:47 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-gpu-library-advisor-10-1 10.1.243-1 [1,003 kB]\n",
            "Get:48 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nvtx-10-1 10.1.243-1 [38.9 kB]\n",
            "Get:49 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-command-line-tools-10-1 10.1.243-1 [27.3 kB]\n",
            "Get:50 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nsight-10-1 10.1.243-1 [2,584 B]\n",
            "Get:51 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nvvp-10-1 10.1.243-1 [2,530 B]\n",
            "Get:52 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nvml-dev-10-1 10.1.243-1 [53.1 kB]\n",
            "Get:53 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  nsight-compute-2021.2.2 2021.2.2.1-1 [285 MB]\n",
            "Get:54 http://archive.ubuntu.com/ubuntu bionic/main amd64 libxxf86dga1 amd64 2:1.1.4-1 [13.7 kB]\n",
            "Get:55 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 dmsetup amd64 2:1.02.145-4.1ubuntu3.18.04.3 [74.4 kB]\n",
            "Get:56 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 libnss-systemd amd64 237-3ubuntu10.52 [105 kB]\n",
            "Get:57 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 networkd-dispatcher all 1.7-0ubuntu3.3 [13.3 kB]\n",
            "Get:58 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfakeroot amd64 1.22-2ubuntu1 [25.9 kB]\n",
            "Get:59 http://archive.ubuntu.com/ubuntu bionic/main amd64 fakeroot amd64 1.22-2ubuntu1 [62.3 kB]\n",
            "Get:60 http://archive.ubuntu.com/ubuntu bionic/main amd64 fonts-dejavu-core all 2.37-1 [1,041 kB]\n",
            "Get:61 http://archive.ubuntu.com/ubuntu bionic/main amd64 fonts-dejavu-extra all 2.37-1 [1,953 kB]\n",
            "Get:62 http://archive.ubuntu.com/ubuntu bionic/main amd64 x11-utils amd64 7.7+3build1 [196 kB]\n",
            "Get:63 http://archive.ubuntu.com/ubuntu bionic/main amd64 libatk-wrapper-java all 0.33.3-20ubuntu0.1 [34.7 kB]\n",
            "Get:64 http://archive.ubuntu.com/ubuntu bionic/main amd64 libatk-wrapper-java-jni amd64 0.33.3-20ubuntu0.1 [28.3 kB]\n",
            "Get:65 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 nvidia-prime all 0.8.16~0.18.04.1 [9,224 B]\n",
            "Get:66 http://archive.ubuntu.com/ubuntu bionic/main amd64 xfonts-encodings all 1:1.0.4-2 [573 kB]\n",
            "Get:67 http://archive.ubuntu.com/ubuntu bionic/main amd64 xfonts-utils amd64 1:7.7+6 [91.5 kB]\n",
            "Get:68 http://archive.ubuntu.com/ubuntu bionic/main amd64 xfonts-base all 1:1.0.4+nmu1 [5,914 kB]\n",
            "Get:69 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-decode-470 amd64 470.74-0ubuntu0.18.04.1 [1,376 kB]\n",
            "Get:70 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-encode-470 amd64 470.74-0ubuntu0.18.04.1 [41.6 kB]\n",
            "Get:71 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-fbc1-470 amd64 470.74-0ubuntu0.18.04.1 [46.4 kB]\n",
            "Get:72 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-gl-470 amd64 470.74-0ubuntu0.18.04.1 [144 MB]\n",
            "Get:73 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nsight-compute-10-1 10.1.243-1 [3,698 B]\n",
            "Get:74 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  nsight-systems-2021.3.2 2021.3.2.4-027534f [269 MB]\n",
            "Get:75 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-ifr1-470 amd64 470.74-0ubuntu0.18.04.1 [68.4 kB]\n",
            "Get:76 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 nvidia-compute-utils-470 amd64 470.74-0ubuntu0.18.04.1 [105 kB]\n",
            "Get:77 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 nvidia-kernel-source-470 amd64 470.74-0ubuntu0.18.04.1 [25.2 MB]\n",
            "Get:78 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-nsight-systems-10-1 10.1.243-1 [3,130 B]\n",
            "Get:79 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-visual-tools-10-1 10.1.243-1 [398 MB]\n",
            "Get:80 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 nvidia-kernel-common-470 amd64 470.74-0ubuntu0.18.04.1 [16.5 MB]\n",
            "Get:81 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 nvidia-dkms-470 amd64 470.74-0ubuntu0.18.04.1 [29.0 kB]\n",
            "Get:82 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-extra-470 amd64 470.74-0ubuntu0.18.04.1 [43.3 kB]\n",
            "Get:83 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 nvidia-utils-470 amd64 470.74-0ubuntu0.18.04.1 [374 kB]\n",
            "Get:84 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 libnvidia-cfg1-470 amd64 470.74-0ubuntu0.18.04.1 [79.0 kB]\n",
            "Get:85 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 xserver-xorg-video-nvidia-470 amd64 470.74-0ubuntu0.18.04.1 [1,567 kB]\n",
            "Get:86 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic/main amd64 nvidia-driver-470 amd64 470.74-0ubuntu0.18.04.1 [444 kB]\n",
            "Get:87 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-tools-10-1 10.1.243-1 [2,496 B]\n",
            "Get:88 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-samples-10-1 10.1.243-1 [64.5 MB]\n",
            "Get:89 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-documentation-10-1 10.1.243-1 [53.5 MB]\n",
            "Get:90 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-toolkit-10-1 10.1.243-1 [2,828 B]\n",
            "Get:91 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  nvidia-modprobe 470.57.02-0ubuntu1 [19.8 kB]\n",
            "Get:92 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  libxnvctrl0 470.57.02-0ubuntu1 [21.4 kB]\n",
            "Get:93 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  nvidia-settings 470.57.02-0ubuntu1 [923 kB]\n",
            "Get:94 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-drivers-470 470.57.02-1 [2,620 B]\n",
            "Get:95 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-drivers 470.57.02-1 [2,500 B]\n",
            "Get:96 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-libraries-10-1 10.1.243-1 [2,588 B]\n",
            "Get:97 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-runtime-10-1 10.1.243-1 [2,532 B]\n",
            "Get:98 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  cuda-demo-suite-10-1 10.1.243-1 [3,851 kB]\n",
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            "Selecting previously unselected package libpolkit-backend-1-0:amd64.\n",
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            "Unpacking libpolkit-backend-1-0:amd64 (0.105-20ubuntu0.18.04.5) ...\n",
            "Selecting previously unselected package policykit-1.\n",
            "Preparing to unpack .../05-policykit-1_0.105-20ubuntu0.18.04.5_amd64.deb ...\n",
            "Unpacking policykit-1 (0.105-20ubuntu0.18.04.5) ...\n",
            "Selecting previously unselected package policykit-1-gnome.\n",
            "Preparing to unpack .../06-policykit-1-gnome_0.105-6ubuntu2_amd64.deb ...\n",
            "Unpacking policykit-1-gnome (0.105-6ubuntu2) ...\n",
            "Selecting previously unselected package screen-resolution-extra.\n",
            "Preparing to unpack .../07-screen-resolution-extra_0.17.3_all.deb ...\n",
            "Unpacking screen-resolution-extra (0.17.3) ...\n",
            "Selecting previously unselected package libjansson4:amd64.\n",
            "Preparing to unpack .../08-libjansson4_2.11-1_amd64.deb ...\n",
            "Unpacking libjansson4:amd64 (2.11-1) ...\n",
            "Selecting previously unselected package libxnvctrl0:amd64.\n",
            "Preparing to unpack .../09-libxnvctrl0_470.57.02-0ubuntu1_amd64.deb ...\n",
            "Unpacking libxnvctrl0:amd64 (470.57.02-0ubuntu1) ...\n",
            "Selecting previously unselected package nvidia-settings.\n",
            "Preparing to unpack .../10-nvidia-settings_470.57.02-0ubuntu1_amd64.deb ...\n",
            "Unpacking nvidia-settings (470.57.02-0ubuntu1) ...\n",
            "Selecting previously unselected package cuda-drivers-470.\n",
            "Preparing to unpack .../11-cuda-drivers-470_470.57.02-1_amd64.deb ...\n",
            "Unpacking cuda-drivers-470 (470.57.02-1) ...\n",
            "Selecting previously unselected package cuda-drivers.\n",
            "Preparing to unpack .../12-cuda-drivers_470.57.02-1_amd64.deb ...\n",
            "Unpacking cuda-drivers (470.57.02-1) ...\n",
            "Selecting previously unselected package cuda-libraries-10-1.\n",
            "Preparing to unpack .../13-cuda-libraries-10-1_10.1.243-1_amd64.deb ...\n",
            "Unpacking cuda-libraries-10-1 (10.1.243-1) ...\n",
            "Selecting previously unselected package cuda-runtime-10-1.\n",
            "Preparing to unpack .../14-cuda-runtime-10-1_10.1.243-1_amd64.deb ...\n",
            "Unpacking cuda-runtime-10-1 (10.1.243-1) ...\n",
            "Selecting previously unselected package cuda-demo-suite-10-1.\n",
            "Preparing to unpack .../15-cuda-demo-suite-10-1_10.1.243-1_amd64.deb ...\n",
            "Unpacking cuda-demo-suite-10-1 (10.1.243-1) ...\n",
            "Selecting previously unselected package libxxf86dga1:amd64.\n",
            "Preparing to unpack .../16-libxxf86dga1_2%3a1.1.4-1_amd64.deb ...\n",
            "Unpacking libxxf86dga1:amd64 (2:1.1.4-1) ...\n",
            "Selecting previously unselected package dmsetup.\n",
            "Preparing to unpack .../17-dmsetup_2%3a1.02.145-4.1ubuntu3.18.04.3_amd64.deb ...\n",
            "Unpacking dmsetup (2:1.02.145-4.1ubuntu3.18.04.3) ...\n",
            "Selecting previously unselected package libnss-systemd:amd64.\n",
            "Preparing to unpack .../18-libnss-systemd_237-3ubuntu10.52_amd64.deb ...\n",
            "Unpacking libnss-systemd:amd64 (237-3ubuntu10.52) ...\n",
            "Selecting previously unselected package networkd-dispatcher.\n",
            "Preparing to unpack .../19-networkd-dispatcher_1.7-0ubuntu3.3_all.deb ...\n",
            "Unpacking networkd-dispatcher (1.7-0ubuntu3.3) ...\n",
            "Selecting previously unselected package libfakeroot:amd64.\n",
            "Preparing to unpack .../20-libfakeroot_1.22-2ubuntu1_amd64.deb ...\n",
            "Unpacking libfakeroot:amd64 (1.22-2ubuntu1) ...\n",
            "Selecting previously unselected package fakeroot.\n",
            "Preparing to unpack .../21-fakeroot_1.22-2ubuntu1_amd64.deb ...\n",
            "Unpacking fakeroot (1.22-2ubuntu1) ...\n",
            "Selecting previously unselected package fonts-dejavu-core.\n",
            "Preparing to unpack .../22-fonts-dejavu-core_2.37-1_all.deb ...\n",
            "Unpacking fonts-dejavu-core (2.37-1) ...\n",
            "Selecting previously unselected package fonts-dejavu-extra.\n",
            "Preparing to unpack .../23-fonts-dejavu-extra_2.37-1_all.deb ...\n",
            "Unpacking fonts-dejavu-extra (2.37-1) ...\n",
            "Selecting previously unselected package x11-utils.\n",
            "Preparing to unpack .../24-x11-utils_7.7+3build1_amd64.deb ...\n",
            "Unpacking x11-utils (7.7+3build1) ...\n",
            "Selecting previously unselected package libatk-wrapper-java.\n",
            "Preparing to unpack .../25-libatk-wrapper-java_0.33.3-20ubuntu0.1_all.deb ...\n",
            "Unpacking libatk-wrapper-java (0.33.3-20ubuntu0.1) ...\n",
            "Selecting previously unselected package libatk-wrapper-java-jni:amd64.\n",
            "Preparing to unpack .../26-libatk-wrapper-java-jni_0.33.3-20ubuntu0.1_amd64.deb ...\n",
            "Unpacking libatk-wrapper-java-jni:amd64 (0.33.3-20ubuntu0.1) ...\n",
            "Selecting previously unselected package nvidia-prime.\n",
            "Preparing to unpack .../27-nvidia-prime_0.8.16~0.18.04.1_all.deb ...\n",
            "Unpacking nvidia-prime (0.8.16~0.18.04.1) ...\n",
            "Selecting previously unselected package xfonts-encodings.\n",
            "Preparing to unpack .../28-xfonts-encodings_1%3a1.0.4-2_all.deb ...\n",
            "Unpacking xfonts-encodings (1:1.0.4-2) ...\n",
            "Selecting previously unselected package xfonts-utils.\n",
            "Preparing to unpack .../29-xfonts-utils_1%3a7.7+6_amd64.deb ...\n",
            "Unpacking xfonts-utils (1:7.7+6) ...\n",
            "Selecting previously unselected package xfonts-base.\n",
            "Preparing to unpack .../30-xfonts-base_1%3a1.0.4+nmu1_all.deb ...\n",
            "Unpacking xfonts-base (1:1.0.4+nmu1) ...\n",
            "Setting up libxkbfile1:amd64 (1:1.0.9-2) ...\n",
            "Setting up nvidia-kernel-common-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Created symlink /etc/systemd/system/systemd-hibernate.service.requires/nvidia-hibernate.service → /lib/systemd/system/nvidia-hibernate.service.\n",
            "Created symlink /etc/systemd/system/systemd-suspend.service.requires/nvidia-resume.service → /lib/systemd/system/nvidia-resume.service.\n",
            "Created symlink /etc/systemd/system/systemd-hibernate.service.requires/nvidia-resume.service → /lib/systemd/system/nvidia-resume.service.\n",
            "Created symlink /etc/systemd/system/systemd-suspend.service.requires/nvidia-suspend.service → /lib/systemd/system/nvidia-suspend.service.\n",
            "Setting up libnss-systemd:amd64 (237-3ubuntu10.52) ...\n",
            "First installation detected...\n",
            "Checking NSS setup...\n",
            "Setting up freeglut3:amd64 (2.8.1-3) ...\n",
            "Setting up keyboard-configuration (1.178ubuntu2.9) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76.)\n",
            "debconf: falling back to frontend: Readline\n",
            "Configuring keyboard-configuration\n",
            "----------------------------------\n",
            "\n",
            "The layout of keyboards varies per country, with some countries having multiple\n",
            "common layouts. Please select the country of origin for the keyboard of this\n",
            "computer.\n",
            "\n",
            "  1. Afghani\n",
            "  2. Albanian\n",
            "  3. Amharic\n",
            "  4. Arabic\n",
            "  5. Arabic (Morocco)\n",
            "  6. Arabic (Syria)\n",
            "  7. Armenian\n",
            "  8. Azerbaijani\n",
            "  9. Bambara\n",
            "  10. Bangla\n",
            "  11. Belarusian\n",
            "  12. Belgian\n",
            "  13. Berber (Algeria, Latin)\n",
            "  14. Bosnian\n",
            "  15. Braille\n",
            "  16. Bulgarian\n",
            "  17. Burmese\n",
            "  18. Chinese\n",
            "  19. Croatian\n",
            "  20. Czech\n",
            "  21. Danish\n",
            "  22. Dhivehi\n",
            "  23. Dutch\n",
            "  24. Dzongkha\n",
            "  25. English (Australian)\n",
            "  26. English (Cameroon)\n",
            "  27. English (Ghana)\n",
            "  28. English (Nigeria)\n",
            "  29. English (South Africa)\n",
            "  30. English (UK)\n",
            "  31. English (US)\n",
            "  32. Esperanto\n",
            "  33. Estonian\n",
            "  34. Faroese\n",
            "  35. Filipino\n",
            "  36. Finnish\n",
            "  37. French\n",
            "  38. French (Canada)\n",
            "  39. French (Democratic Republic of the Congo)\n",
            "  40. French (Guinea)\n",
            "  41. French (Togo)\n",
            "  42. Georgian\n",
            "  43. German\n",
            "  44. German (Austria)\n",
            "  45. Greek\n",
            "  46. Hebrew\n",
            "  47. Hungarian\n",
            "  48. Icelandic\n",
            "  49. Indian\n",
            "  50. Indonesian (Jawi)\n",
            "  51. Iraqi\n",
            "  52. Irish\n",
            "  53. Italian\n",
            "  54. Japanese\n",
            "  55. Japanese (PC-98)\n",
            "  56. Kazakh\n",
            "  57. Khmer (Cambodia)\n",
            "  58. Korean\n",
            "  59. Kyrgyz\n",
            "  60. Lao\n",
            "  61. Latvian\n",
            "  62. Lithuanian\n",
            "  63. Macedonian\n",
            "  64. Malay (Jawi, Arabic Keyboard)\n",
            "  65. Maltese\n",
            "  66. Maori\n",
            "  67. Moldavian\n",
            "  68. Mongolian\n",
            "  69. Montenegrin\n",
            "  70. Nepali\n",
            "  71. Norwegian\n",
            "  72. Persian\n",
            "  73. Polish\n",
            "  74. Portuguese\n",
            "  75. Portuguese (Brazil)\n",
            "  76. Romanian\n",
            "  77. Russian\n",
            "  78. Serbian\n",
            "  79. Sinhala (phonetic)\n",
            "  80. Slovak\n",
            "  81. Slovenian\n",
            "  82. Spanish\n",
            "  83. Spanish (Latin American)\n",
            "  84. Swahili (Kenya)\n",
            "  85. Swahili (Tanzania)\n",
            "  86. Swedish\n",
            "  87. Switzerland\n",
            "  88. Taiwanese\n",
            "  89. Tajik\n",
            "  90. Thai\n",
            "  91. Tswana\n",
            "  92. Turkish\n",
            "  93. Turkmen\n",
            "  94. Ukrainian\n",
            "  95. Urdu (Pakistan)\n",
            "  96. Uzbek\n",
            "  97. Vietnamese\n",
            "  98. Wolof\n",
            "\u001b[4mCountry of origin for the keyboard: \u001b[m\u001b[1m58\n",
            "\u001b[m\u001b[m\n",
            "Please select the layout matching the keyboard for this machine.\n",
            "\n",
            "  1. Korean  2. Korean - Korean (101/104 key compatible)\n",
            "\u001b[4mKeyboard layout: \u001b[m\u001b[1m1\n",
            "\u001b[m\u001b[m\n",
            "Your console font configuration will be updated the next time your system\n",
            "boots. If you want to update it now, run 'setupcon' from a virtual console.\n",
            "Setting up libnvidia-common-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up cuda-libraries-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-nvcc-10-1 (10.1.243-1) ...\n",
            "Setting up nvidia-prime (0.8.16~0.18.04.1) ...\n",
            "Setting up nsight-compute-2021.2.2 (2021.2.2.1-1) ...\n",
            "Setting up x11-xkb-utils (7.7+3ubuntu0.18.04.1) ...\n",
            "Setting up cuda-nvtx-10-1 (10.1.243-1) ...\n",
            "Setting up fonts-dejavu-core (2.37-1) ...\n",
            "Setting up nsight-systems-2021.3.2 (2021.3.2.4-027534f) ...\n",
            "update-alternatives: using /opt/nvidia/nsight-systems/2021.3.2/target-linux-x64/nsys to provide /usr/local/bin/nsys (nsys) in auto mode\n",
            "update-alternatives: error: alternative path /opt/nvidia/nsight-systems/2021.3.2/host-linux-x64/nsight-sys doesn't exist\n",
            "update-alternatives: error: no alternatives for nsight-sys\n",
            "update-alternatives: using /opt/nvidia/nsight-systems/2021.3.2/host-linux-x64/nsys-ui to provide /usr/local/bin/nsys-ui (nsys-ui) in auto mode\n",
            "Setting up cuda-gpu-library-advisor-10-1 (10.1.243-1) ...\n",
            "Setting up systemd-sysv (237-3ubuntu10.52) ...\n",
            "Setting up libxmu-headers (2:1.1.2-2) ...\n",
            "Setting up libjansson4:amd64 (2.11-1) ...\n",
            "Setting up cuda-nvprune-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-memcheck-10-1 (10.1.243-1) ...\n",
            "Setting up xfonts-encodings (1:1.0.4-2) ...\n",
            "Setting up libnvidia-gl-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up libxtst6:amd64 (2:1.2.3-1) ...\n",
            "Setting up cuda-nvdisasm-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-nvml-dev-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-sanitizer-api-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-nvprof-10-1 (10.1.243-1) ...\n",
            "Setting up dkms (2.3-3ubuntu9.7) ...\n",
            "Setting up libxxf86dga1:amd64 (2:1.1.4-1) ...\n",
            "Setting up libnvidia-fbc1-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up udev (237-3ubuntu10.52) ...\n",
            "invoke-rc.d: could not determine current runlevel\n",
            "invoke-rc.d: policy-rc.d denied execution of restart.\n",
            "Setting up libnvidia-compute-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up libfakeroot:amd64 (1.22-2ubuntu1) ...\n",
            "Setting up nvidia-modprobe (470.57.02-0ubuntu1) ...\n",
            "Setting up libfontenc1:amd64 (1:1.1.3-1) ...\n",
            "Setting up dmsetup (2:1.02.145-4.1ubuntu3.18.04.3) ...\n",
            "Setting up libnvidia-cfg1-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up libnvidia-ifr1-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up libxi-dev:amd64 (2:1.7.9-1) ...\n",
            "Setting up fonts-dejavu-extra (2.37-1) ...\n",
            "Setting up cuda-cuobjdump-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-nsight-systems-10-1 (10.1.243-1) ...\n",
            "Setting up freeglut3-dev:amd64 (2.8.1-3) ...\n",
            "Setting up cuda-gdb-10-1 (10.1.243-1) ...\n",
            "Setting up libnvidia-extra-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up libxnvctrl0:amd64 (470.57.02-0ubuntu1) ...\n",
            "Setting up networkd-dispatcher (1.7-0ubuntu3.3) ...\n",
            "Created symlink /etc/systemd/system/multi-user.target.wants/networkd-dispatcher.service → /lib/systemd/system/networkd-dispatcher.service.\n",
            "Setting up nvidia-kernel-source-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up libpolkit-gobject-1-0:amd64 (0.105-20ubuntu0.18.04.5) ...\n",
            "Setting up python3-xkit (0.5.0ubuntu2) ...\n",
            "Setting up nvidia-utils-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up libnvidia-decode-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up openjdk-11-jre:amd64 (11.0.11+9-0ubuntu2~18.04) ...\n",
            "Setting up nvidia-dkms-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76.)\n",
            "debconf: falling back to frontend: Readline\n",
            "Loading new nvidia-470.74 DKMS files...\n",
            "It is likely that 5.4.104+ belongs to a chroot's host\n",
            "Building for 4.15.0-159-generic\n",
            "Building for architecture x86_64\n",
            "Building initial module for 4.15.0-159-generic\n",
            "Done.\n",
            "\n",
            "nvidia:\n",
            "Running module version sanity check.\n",
            " - Original module\n",
            "   - No original module exists within this kernel\n",
            " - Installation\n",
            "   - Installing to /lib/modules/4.15.0-159-generic/updates/dkms/\n",
            "\n",
            "nvidia-modeset.ko:\n",
            "Running module version sanity check.\n",
            " - Original module\n",
            "   - No original module exists within this kernel\n",
            " - Installation\n",
            "   - Installing to /lib/modules/4.15.0-159-generic/updates/dkms/\n",
            "\n",
            "nvidia-drm.ko:\n",
            "Running module version sanity check.\n",
            " - Original module\n",
            "   - No original module exists within this kernel\n",
            " - Installation\n",
            "   - Installing to /lib/modules/4.15.0-159-generic/updates/dkms/\n",
            "\n",
            "nvidia-uvm.ko:\n",
            "Running module version sanity check.\n",
            " - Original module\n",
            "   - No original module exists within this kernel\n",
            " - Installation\n",
            "   - Installing to /lib/modules/4.15.0-159-generic/updates/dkms/\n",
            "\n",
            "nvidia-peermem.ko:\n",
            "Running module version sanity check.\n",
            " - Original module\n",
            "   - No original module exists within this kernel\n",
            " - Installation\n",
            "   - Installing to /lib/modules/4.15.0-159-generic/updates/dkms/\n",
            "\n",
            "depmod...\n",
            "\n",
            "DKMS: install completed.\n",
            "Setting up cuda-nsight-compute-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-cupti-10-1 (10.1.243-1) ...\n",
            "Setting up xserver-common (2:1.19.6-1ubuntu4.9) ...\n",
            "Setting up libpam-systemd:amd64 (237-3ubuntu10.52) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76.)\n",
            "debconf: falling back to frontend: Readline\n",
            "Setting up libxmu-dev:amd64 (2:1.1.2-2) ...\n",
            "Setting up libpolkit-agent-1-0:amd64 (0.105-20ubuntu0.18.04.5) ...\n",
            "Setting up default-jre (2:1.11-68ubuntu1~18.04.1) ...\n",
            "Setting up nvidia-compute-utils-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Warning: The home dir /nonexistent you specified can't be accessed: No such file or directory\n",
            "Adding system user `nvidia-persistenced' (UID 104) ...\n",
            "Adding new group `nvidia-persistenced' (GID 108) ...\n",
            "Adding new user `nvidia-persistenced' (UID 104) with group `nvidia-persistenced' ...\n",
            "Not creating home directory `/nonexistent'.\n",
            "Setting up x11-utils (7.7+3build1) ...\n",
            "Setting up libxfont2:amd64 (1:2.0.3-1) ...\n",
            "Setting up xfonts-utils (1:7.7+6) ...\n",
            "Setting up fakeroot (1.22-2ubuntu1) ...\n",
            "update-alternatives: using /usr/bin/fakeroot-sysv to provide /usr/bin/fakeroot (fakeroot) in auto mode\n",
            "Setting up cuda-compiler-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-nsight-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-command-line-tools-10-1 (10.1.243-1) ...\n",
            "Setting up libpolkit-backend-1-0:amd64 (0.105-20ubuntu0.18.04.5) ...\n",
            "Setting up libnvidia-encode-470:amd64 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up cuda-nvvp-10-1 (10.1.243-1) ...\n",
            "Setting up libatk-wrapper-java (0.33.3-20ubuntu0.1) ...\n",
            "Setting up xserver-xorg-core-hwe-18.04 (2:1.20.8-2ubuntu2.2~18.04.5) ...\n",
            "Setting up xfonts-base (1:1.0.4+nmu1) ...\n",
            "Setting up cuda-samples-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-documentation-10-1 (10.1.243-1) ...\n",
            "Setting up policykit-1 (0.105-20ubuntu0.18.04.5) ...\n",
            "Setting up libatk-wrapper-java-jni:amd64 (0.33.3-20ubuntu0.1) ...\n",
            "Setting up cuda-visual-tools-10-1 (10.1.243-1) ...\n",
            "Setting up policykit-1-gnome (0.105-6ubuntu2) ...\n",
            "Setting up screen-resolution-extra (0.17.3) ...\n",
            "Setting up cuda-tools-10-1 (10.1.243-1) ...\n",
            "Setting up xserver-xorg-video-nvidia-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up cuda-toolkit-10-1 (10.1.243-1) ...\n",
            "Setting up nvidia-driver-470 (470.74-0ubuntu0.18.04.1) ...\n",
            "Setting up nvidia-settings (470.57.02-0ubuntu1) ...\n",
            "Setting up cuda-drivers-470 (470.57.02-1) ...\n",
            "Setting up cuda-drivers (470.57.02-1) ...\n",
            "Setting up cuda-runtime-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-demo-suite-10-1 (10.1.243-1) ...\n",
            "Setting up cuda-10-1 (10.1.243-1) ...\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Processing triggers for dbus (1.12.2-1ubuntu1.2) ...\n",
            "Processing triggers for hicolor-icon-theme (0.17-2) ...\n",
            "Processing triggers for fontconfig (2.12.6-0ubuntu2) ...\n",
            "Processing triggers for mime-support (3.60ubuntu1) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.3) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "heoK5H8DFGzm",
        "outputId": "5d94f72c-56cd-451e-ab65-834a60a320ef"
      },
      "source": [
        "!nvcc --version"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "nvcc: NVIDIA (R) Cuda compiler driver\n",
            "Copyright (c) 2005-2019 NVIDIA Corporation\n",
            "Built on Sun_Jul_28_19:07:16_PDT_2019\n",
            "Cuda compilation tools, release 10.1, V10.1.243\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1fsrj0DeDEEm",
        "outputId": "b1a988cb-7d10-4dbc-9cf9-05b9a5882f2c"
      },
      "source": [
        "!pip install torch==1.6.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in links: https://download.pytorch.org/whl/torch_stable.html\n",
            "Collecting torch==1.6.0+cu101\n",
            "  Downloading https://download.pytorch.org/whl/cu101/torch-1.6.0%2Bcu101-cp37-cp37m-linux_x86_64.whl (708.0 MB)\n",
            "\u001b[K     |████████████████████████████████| 708.0 MB 10 kB/s \n",
            "\u001b[?25hRequirement already satisfied: future in /usr/local/lib/python3.7/dist-packages (from torch==1.6.0+cu101) (0.16.0)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from torch==1.6.0+cu101) (1.19.5)\n",
            "Installing collected packages: torch\n",
            "  Attempting uninstall: torch\n",
            "    Found existing installation: torch 1.9.1\n",
            "    Uninstalling torch-1.9.1:\n",
            "      Successfully uninstalled torch-1.9.1\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "torchvision 0.10.0+cu111 requires torch==1.9.0, but you have torch 1.6.0+cu101 which is incompatible.\n",
            "torchtext 0.10.0 requires torch==1.9.0, but you have torch 1.6.0+cu101 which is incompatible.\n",
            "torchaudio 0.9.1 requires torch==1.9.1, but you have torch 1.6.0+cu101 which is incompatible.\u001b[0m\n",
            "Successfully installed torch-1.6.0+cu101\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uQO48jJ87cJ0",
        "outputId": "eeb0886c-2c75-41f4-a2c7-8dddf3ed8b73"
      },
      "source": [
        "cd /content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition/libs"
      ],
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition/libs\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "6j62109KoLW_",
        "outputId": "ead24e38-6658-4af8-fc2b-845732ab3de7"
      },
      "source": [
        "!git clone https://github.com/pytorch/fairseq.git"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "fatal: destination path 'fairseq' already exists and is not an empty directory.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "R2yX18x8qHkO",
        "outputId": "76432104-2ab8-4118-d676-8791710c6fcc"
      },
      "source": [
        "cd fairseq"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition/libs/fairseq\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "R6ar3Yqvqf5p",
        "outputId": "7f484eaf-6f20-4a19-e81d-e472f366eaf4"
      },
      "source": [
        "!git checkout c8a0659be5cdc15caa102d5bbf72b872567c4859"
      ],
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "^C\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "N30mEY2lqrYm",
        "outputId": "fb3c56d6-4c40-4318-c1ae-79e3ef78b042"
      },
      "source": [
        "pip install --editable ./"
      ],
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Obtaining file:///content/drive/My%20Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/fairseq\n",
            "  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
            "  Installing backend dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "    Preparing wheel metadata ... \u001b[?25l\u001b[?25hdone\n",
            "Collecting hydra-core<1.1,>=1.0.7\n",
            "  Downloading hydra_core-1.0.7-py3-none-any.whl (123 kB)\n",
            "\u001b[K     |████████████████████████████████| 123 kB 5.2 MB/s \n",
            "\u001b[?25hCollecting bitarray\n",
            "  Downloading bitarray-2.3.4.tar.gz (88 kB)\n",
            "\u001b[K     |████████████████████████████████| 88 kB 6.5 MB/s \n",
            "\u001b[?25hCollecting omegaconf<2.1\n",
            "  Downloading omegaconf-2.0.6-py3-none-any.whl (36 kB)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from fairseq==1.0.0a0+1ef3d6a) (4.62.3)\n",
            "Requirement already satisfied: torchaudio>=0.8.0 in /usr/local/lib/python3.7/dist-packages (from fairseq==1.0.0a0+1ef3d6a) (0.9.1)\n",
            "Requirement already satisfied: regex in /usr/local/lib/python3.7/dist-packages (from fairseq==1.0.0a0+1ef3d6a) (2019.12.20)\n",
            "Requirement already satisfied: cython in /usr/local/lib/python3.7/dist-packages (from fairseq==1.0.0a0+1ef3d6a) (0.29.24)\n",
            "Requirement already satisfied: cffi in /usr/local/lib/python3.7/dist-packages (from fairseq==1.0.0a0+1ef3d6a) (1.14.6)\n",
            "Collecting sacrebleu>=1.4.12\n",
            "  Downloading sacrebleu-2.0.0-py3-none-any.whl (90 kB)\n",
            "\u001b[K     |████████████████████████████████| 90 kB 8.6 MB/s \n",
            "\u001b[?25hRequirement already satisfied: torch in /usr/local/lib/python3.7/dist-packages (from fairseq==1.0.0a0+1ef3d6a) (1.6.0+cu101)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from fairseq==1.0.0a0+1ef3d6a) (1.19.5)\n",
            "Requirement already satisfied: importlib-resources in /usr/local/lib/python3.7/dist-packages (from hydra-core<1.1,>=1.0.7->fairseq==1.0.0a0+1ef3d6a) (5.2.2)\n",
            "Collecting antlr4-python3-runtime==4.8\n",
            "  Downloading antlr4-python3-runtime-4.8.tar.gz (112 kB)\n",
            "\u001b[K     |████████████████████████████████| 112 kB 23.9 MB/s \n",
            "\u001b[?25hCollecting PyYAML>=5.1.*\n",
            "  Downloading PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (596 kB)\n",
            "\u001b[K     |████████████████████████████████| 596 kB 34.1 MB/s \n",
            "\u001b[?25hRequirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from omegaconf<2.1->fairseq==1.0.0a0+1ef3d6a) (3.7.4.3)\n",
            "Requirement already satisfied: tabulate>=0.8.9 in /usr/local/lib/python3.7/dist-packages (from sacrebleu>=1.4.12->fairseq==1.0.0a0+1ef3d6a) (0.8.9)\n",
            "Collecting portalocker\n",
            "  Downloading portalocker-2.3.2-py2.py3-none-any.whl (15 kB)\n",
            "Collecting colorama\n",
            "  Downloading colorama-0.4.4-py2.py3-none-any.whl (16 kB)\n",
            "Collecting torch\n",
            "  Using cached torch-1.9.1-cp37-cp37m-manylinux1_x86_64.whl (831.4 MB)\n",
            "Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi->fairseq==1.0.0a0+1ef3d6a) (2.20)\n",
            "Requirement already satisfied: zipp>=3.1.0 in /usr/local/lib/python3.7/dist-packages (from importlib-resources->hydra-core<1.1,>=1.0.7->fairseq==1.0.0a0+1ef3d6a) (3.6.0)\n",
            "Building wheels for collected packages: antlr4-python3-runtime, bitarray\n",
            "  Building wheel for antlr4-python3-runtime (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for antlr4-python3-runtime: filename=antlr4_python3_runtime-4.8-py3-none-any.whl size=141230 sha256=85a7ca73e6726c06387b825f0697e8edaefbc4f5e6c7ab83984eab150273ad78\n",
            "  Stored in directory: /root/.cache/pip/wheels/ca/33/b7/336836125fc9bb4ceaa4376d8abca10ca8bc84ddc824baea6c\n",
            "  Building wheel for bitarray (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for bitarray: filename=bitarray-2.3.4-cp37-cp37m-linux_x86_64.whl size=171943 sha256=80931c50e3e3b3bff1dc93b9290e93992ea100cff26117242c17752dce261e19\n",
            "  Stored in directory: /root/.cache/pip/wheels/84/cc/5b/0e861bdb5294d22d2d4f595df936f964a95258387e11494d41\n",
            "Successfully built antlr4-python3-runtime bitarray\n",
            "Installing collected packages: PyYAML, torch, portalocker, omegaconf, colorama, antlr4-python3-runtime, sacrebleu, hydra-core, bitarray, fairseq\n",
            "  Attempting uninstall: PyYAML\n",
            "    Found existing installation: PyYAML 3.13\n",
            "    Uninstalling PyYAML-3.13:\n",
            "      Successfully uninstalled PyYAML-3.13\n",
            "  Attempting uninstall: torch\n",
            "    Found existing installation: torch 1.6.0+cu101\n",
            "    Uninstalling torch-1.6.0+cu101:\n",
            "      Successfully uninstalled torch-1.6.0+cu101\n",
            "  Running setup.py develop for fairseq\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "torchvision 0.10.0+cu111 requires torch==1.9.0, but you have torch 1.9.1 which is incompatible.\n",
            "torchtext 0.10.0 requires torch==1.9.0, but you have torch 1.9.1 which is incompatible.\u001b[0m\n",
            "Successfully installed PyYAML-6.0 antlr4-python3-runtime-4.8 bitarray-2.3.4 colorama-0.4.4 fairseq-1.0.0a0+1ef3d6a hydra-core-1.0.7 omegaconf-2.0.6 portalocker-2.3.2 sacrebleu-2.0.0 torch-1.9.1\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "29mWXk3zqxy_",
        "outputId": "b4699521-c707-4633-fe81-d9e0be7302b0"
      },
      "source": [
        "cd .."
      ],
      "execution_count": 19,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "jwTxCbE4xi7q",
        "outputId": "d8947399-0020-4fbc-a8d1-b4d6e166e210"
      },
      "source": [
        "!sudo apt-get update && sudo apt-get -y install apt-utils libpq-dev libsndfile-dev"
      ],
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\r0% [Working]\r            \rGet:1 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]\n",
            "\r0% [Connecting to archive.ubuntu.com (91.189.88.152)] [1 InRelease 14.2 kB/88.7\r0% [Connecting to archive.ubuntu.com (91.189.88.152)] [Connected to cloud.r-pro\r0% [1 InRelease gpgv 88.7 kB] [Waiting for headers] [Waiting for headers] [Wait\r                                                                               \rIgn:2 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  InRelease\n",
            "\r0% [1 InRelease gpgv 88.7 kB] [Waiting for headers] [Waiting for headers] [Wait\r                                                                               \rHit:3 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ InRelease\n",
            "Hit:4 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic InRelease\n",
            "Ign:5 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64  InRelease\n",
            "Hit:6 http://archive.ubuntu.com/ubuntu bionic InRelease\n",
            "Hit:7 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  Release\n",
            "Hit:8 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64  Release\n",
            "Hit:9 http://archive.ubuntu.com/ubuntu bionic-updates InRelease\n",
            "Hit:10 http://ppa.launchpad.net/cran/libgit2/ubuntu bionic InRelease\n",
            "Hit:11 http://archive.ubuntu.com/ubuntu bionic-backports InRelease\n",
            "Hit:12 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic InRelease\n",
            "Hit:15 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic InRelease\n",
            "Fetched 88.7 kB in 1s (81.8 kB/s)\n",
            "Reading package lists... Done\n",
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "Note, selecting 'libsndfile1-dev' instead of 'libsndfile-dev'\n",
            "apt-utils is already the newest version (1.6.14).\n",
            "libpq-dev is already the newest version (10.18-0ubuntu0.18.04.1).\n",
            "libpq-dev set to manually installed.\n",
            "libsndfile1-dev is already the newest version (1.0.28-4ubuntu0.18.04.2).\n",
            "0 upgraded, 0 newly installed, 0 to remove and 58 not upgraded.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Ho9tZNhLyo7U",
        "outputId": "59c53570-65f0-4621-800d-c7bd3f35685a"
      },
      "source": [
        "!sudo apt install libboost-system-dev libboost-thread-dev libboost-program-options-dev libboost-test-dev libeigen3-dev zlib1g-dev libbz2-dev liblzma-dev\n"
      ],
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "libboost-program-options-dev is already the newest version (1.65.1.0ubuntu1).\n",
            "libboost-program-options-dev set to manually installed.\n",
            "libboost-system-dev is already the newest version (1.65.1.0ubuntu1).\n",
            "libboost-system-dev set to manually installed.\n",
            "libboost-thread-dev is already the newest version (1.65.1.0ubuntu1).\n",
            "libboost-thread-dev set to manually installed.\n",
            "liblzma-dev is already the newest version (5.2.2-1.3).\n",
            "liblzma-dev set to manually installed.\n",
            "zlib1g-dev is already the newest version (1:1.2.11.dfsg-0ubuntu2).\n",
            "zlib1g-dev set to manually installed.\n",
            "libboost-test-dev is already the newest version (1.65.1.0ubuntu1).\n",
            "libboost-test-dev set to manually installed.\n",
            "libbz2-dev is already the newest version (1.0.6-8.1ubuntu0.2).\n",
            "libbz2-dev set to manually installed.\n",
            "Suggested packages:\n",
            "  libeigen3-doc libmrpt-dev\n",
            "The following NEW packages will be installed:\n",
            "  libeigen3-dev\n",
            "0 upgraded, 1 newly installed, 0 to remove and 58 not upgraded.\n",
            "Need to get 810 kB of archives.\n",
            "After this operation, 7,128 kB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libeigen3-dev all 3.3.4-4 [810 kB]\n",
            "Fetched 810 kB in 1s (1,054 kB/s)\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76, <> line 1.)\n",
            "debconf: falling back to frontend: Readline\n",
            "debconf: unable to initialize frontend: Readline\n",
            "debconf: (This frontend requires a controlling tty.)\n",
            "debconf: falling back to frontend: Teletype\n",
            "dpkg-preconfigure: unable to re-open stdin: \n",
            "Selecting previously unselected package libeigen3-dev.\n",
            "(Reading database ... 132192 files and directories currently installed.)\n",
            "Preparing to unpack .../libeigen3-dev_3.3.4-4_all.deb ...\n",
            "Unpacking libeigen3-dev (3.3.4-4) ...\n",
            "Setting up libeigen3-dev (3.3.4-4) ...\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "EYF5vHgmysqR",
        "outputId": "65d1591e-423c-481e-fbfa-cdb3a84f0c03"
      },
      "source": [
        "!sudo apt-get install libsndfile1-dev libopenblas-dev libfftw3-dev libgflags-dev libgoogle-glog-dev"
      ],
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "libopenblas-dev is already the newest version (0.2.20+ds-4).\n",
            "libsndfile1-dev is already the newest version (1.0.28-4ubuntu0.18.04.2).\n",
            "The following additional packages will be installed:\n",
            "  libfftw3-bin libfftw3-long3 libfftw3-quad3 libfftw3-single3 libgflags2.2\n",
            "  libgoogle-glog0v5\n",
            "Suggested packages:\n",
            "  libfftw3-doc\n",
            "The following NEW packages will be installed:\n",
            "  libfftw3-bin libfftw3-dev libfftw3-long3 libfftw3-quad3 libfftw3-single3\n",
            "  libgflags-dev libgflags2.2 libgoogle-glog-dev libgoogle-glog0v5\n",
            "0 upgraded, 9 newly installed, 0 to remove and 58 not upgraded.\n",
            "Need to get 4,048 kB of archives.\n",
            "After this operation, 22.6 MB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-long3 amd64 3.3.7-1 [308 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-quad3 amd64 3.3.7-1 [552 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-single3 amd64 3.3.7-1 [764 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-bin amd64 3.3.7-1 [32.7 kB]\n",
            "Get:5 http://archive.ubuntu.com/ubuntu bionic/main amd64 libfftw3-dev amd64 3.3.7-1 [2,108 kB]\n",
            "Get:6 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libgflags2.2 amd64 2.2.1-1 [72.4 kB]\n",
            "Get:7 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libgflags-dev amd64 2.2.1-1 [86.1 kB]\n",
            "Get:8 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libgoogle-glog0v5 amd64 0.3.5-1 [50.5 kB]\n",
            "Get:9 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libgoogle-glog-dev amd64 0.3.5-1 [73.8 kB]\n",
            "Fetched 4,048 kB in 1s (3,706 kB/s)\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76, <> line 9.)\n",
            "debconf: falling back to frontend: Readline\n",
            "debconf: unable to initialize frontend: Readline\n",
            "debconf: (This frontend requires a controlling tty.)\n",
            "debconf: falling back to frontend: Teletype\n",
            "dpkg-preconfigure: unable to re-open stdin: \n",
            "Selecting previously unselected package libfftw3-long3:amd64.\n",
            "(Reading database ... 132751 files and directories currently installed.)\n",
            "Preparing to unpack .../0-libfftw3-long3_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-long3:amd64 (3.3.7-1) ...\n",
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            "Preparing to unpack .../1-libfftw3-quad3_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-quad3:amd64 (3.3.7-1) ...\n",
            "Selecting previously unselected package libfftw3-single3:amd64.\n",
            "Preparing to unpack .../2-libfftw3-single3_3.3.7-1_amd64.deb ...\n",
            "Unpacking libfftw3-single3:amd64 (3.3.7-1) ...\n",
            "Selecting previously unselected package libfftw3-bin.\n",
            "Preparing to unpack .../3-libfftw3-bin_3.3.7-1_amd64.deb ...\n",
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            "Unpacking libgoogle-glog-dev (0.3.5-1) ...\n",
            "Setting up libgflags2.2 (2.2.1-1) ...\n",
            "Setting up libgflags-dev (2.2.1-1) ...\n",
            "Setting up libfftw3-quad3:amd64 (3.3.7-1) ...\n",
            "Setting up libgoogle-glog0v5 (0.3.5-1) ...\n",
            "Setting up libfftw3-single3:amd64 (3.3.7-1) ...\n",
            "Setting up libfftw3-long3:amd64 (3.3.7-1) ...\n",
            "Setting up libfftw3-bin (3.3.7-1) ...\n",
            "Setting up libgoogle-glog-dev (0.3.5-1) ...\n",
            "Setting up libfftw3-dev:amd64 (3.3.7-1) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.3) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "SV1JzTWdy_Ds",
        "outputId": "5aaf5416-3080-4e60-b820-5fc682637495"
      },
      "source": [
        "!git clone https://github.com/kpu/kenlm.git"
      ],
      "execution_count": 30,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'kenlm'...\n",
            "remote: Enumerating objects: 14047, done.\u001b[K\n",
            "remote: Counting objects: 100% (360/360), done.\u001b[K\n",
            "remote: Compressing objects: 100% (292/292), done.\u001b[K\n",
            "remote: Total 14047 (delta 107), reused 121 (delta 55), pack-reused 13687\u001b[K\n",
            "Receiving objects: 100% (14047/14047), 5.76 MiB | 1.73 MiB/s, done.\n",
            "Resolving deltas: 100% (7987/7987), done.\n",
            "Checking out files: 100% (300/300), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8J-xyjxZzz3t",
        "outputId": "b8c73774-b5d7-4516-e346-72e5fe5d2b60"
      },
      "source": [
        "cd kenlm"
      ],
      "execution_count": 24,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/kenlm\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hzQ3wd1tz1yu"
      },
      "source": [
        "mkdir -p build && cd build"
      ],
      "execution_count": 25,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "aKHdpT_Tz4_Y",
        "outputId": "4f35b8e5-4225-459f-fac5-ed8e19614715"
      },
      "source": [
        "!cmake /content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition/libs/kenlm"
      ],
      "execution_count": 26,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "-- Boost version: 1.65.1\n",
            "-- Found the following Boost libraries:\n",
            "--   program_options\n",
            "--   system\n",
            "--   thread\n",
            "--   unit_test_framework\n",
            "--   chrono\n",
            "--   date_time\n",
            "--   atomic\n",
            "-- Found OpenMP_C: -fopenmp  \n",
            "-- Found OpenMP_CXX: -fopenmp  \n",
            "-- Found OpenMP: TRUE   \n",
            "-- Configuring done\n",
            "-- Generating done\n",
            "-- Build files have been written to: /content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition/libs/kenlm\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-Zcmor4G0sjL",
        "outputId": "910b6db0-0600-4726-fc11-6a4667353860"
      },
      "source": [
        "!make -j 4"
      ],
      "execution_count": 27,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "[ 97%] Built target streaming_example\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "irXSIt-40wNM",
        "outputId": "d7c5849b-669e-4118-fc59-119be61dd8f3"
      },
      "source": [
        "cd /content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs"
      ],
      "execution_count": 28,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "l1WX_T9d0-57",
        "outputId": "10cb46e1-f5d5-414b-93a1-2adddd6a5c1d"
      },
      "source": [
        "!git clone -b v0.2 https://github.com/facebookresearch/wav2letter.git"
      ],
      "execution_count": 82,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'wav2letter'...\n",
            "remote: Enumerating objects: 6941, done.\u001b[K\n",
            "remote: Counting objects: 100% (476/476), done.\u001b[K\n",
            "remote: Compressing objects: 100% (381/381), done.\u001b[K\n",
            "remote: Total 6941 (delta 185), reused 230 (delta 77), pack-reused 6465\u001b[K\n",
            "Receiving objects: 100% (6941/6941), 6.33 MiB | 8.02 MiB/s, done.\n",
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            "Checking out files: 100% (726/726), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "T1wHr4oX1Xj-",
        "outputId": "9b58df0b-ac53-4b2d-eecd-65e2e4445e81"
      },
      "source": [
        "cd wav2letter/bindings/python"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/wav2letter/bindings/python\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "06vLvSW3JX3K",
        "outputId": "e308514c-3726-4592-cf83-e930a9d37762"
      },
      "source": [
        "!export KENLM_ROOT_DIR=/content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition/libs/kenlm/ && pip install -e ."
      ],
      "execution_count": 84,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Obtaining file:///content/drive/My%20Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/wav2letter/bindings/python\n",
            "Installing collected packages: wav2letter\n",
            "  Running setup.py develop for wav2letter\n",
            "\u001b[31mERROR: Command errored out with exit status 1: /usr/bin/python3 -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '\"'\"'/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/wav2letter/bindings/python/setup.py'\"'\"'; __file__='\"'\"'/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/wav2letter/bindings/python/setup.py'\"'\"';f = getattr(tokenize, '\"'\"'open'\"'\"', open)(__file__) if os.path.exists(__file__) else io.StringIO('\"'\"'from setuptools import setup; setup()'\"'\"');code = f.read().replace('\"'\"'\\r\\n'\"'\"', '\"'\"'\\n'\"'\"');f.close();exec(compile(code, __file__, '\"'\"'exec'\"'\"'))' develop --no-deps Check the logs for full command output.\u001b[0m\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IfyAABZyOxwo"
      },
      "source": [
        "import os\n",
        "os.environ['KENLM_ROOT_DIR'] = \"/content/drive/MyDrive/Code/wav2vec2/self-supervised-speech-recognition/libs/kenlm/\""
      ],
      "execution_count": 30,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oZ21ATfgRLPO"
      },
      "source": [
        "!export USE_CUDA=0"
      ],
      "execution_count": 40,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MI4VP8MpO9Kp",
        "outputId": "33742f36-b01b-4fa5-cc22-e768bdc2fb8f"
      },
      "source": [
        "!pip install -e ."
      ],
      "execution_count": 39,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Obtaining file:///content/drive/My%20Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/wav2letter/bindings/python\n",
            "Installing collected packages: wav2letter\n",
            "  Running setup.py develop for wav2letter\n",
            "\u001b[31mERROR: Command errored out with exit status 1: /usr/bin/python3 -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '\"'\"'/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/wav2letter/bindings/python/setup.py'\"'\"'; __file__='\"'\"'/content/drive/My Drive/Code/wav2vec2/self-supervised-speech-recognition/libs/wav2letter/bindings/python/setup.py'\"'\"';f = getattr(tokenize, '\"'\"'open'\"'\"', open)(__file__) if os.path.exists(__file__) else io.StringIO('\"'\"'from setuptools import setup; setup()'\"'\"');code = f.read().replace('\"'\"'\\r\\n'\"'\"', '\"'\"'\\n'\"'\"');f.close();exec(compile(code, __file__, '\"'\"'exec'\"'\"'))' develop --no-deps Check the logs for full command output.\u001b[0m\n"
          ]
        }
      ]
    }
  ]
}