Installation_Steps.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Install CUDA Toolkit 9.0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Download files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 309
    },
    "colab_type": "code",
    "id": "hcFMfsMbmljJ",
    "outputId": "933ed9b2-294d-46a4-a123-fcc04354e91a"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2020-08-22 19:43:13--  https://developer.nvidia.com/compute/cuda/9.0/Prod/local_installers/cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb\n",
      "Resolving developer.nvidia.com (developer.nvidia.com)... 152.199.16.29\n",
      "Connecting to developer.nvidia.com (developer.nvidia.com)|152.199.16.29|:443... connected.\n",
      "HTTP request sent, awaiting response... 302 Found\n",
      "Location: https://developer.download.nvidia.com/compute/cuda/9.0/secure/Prod/local_installers/cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64.deb?mnLoXCGxdxENE7w5v78zR-HCy4z-vG1OnW6J6VkRx0I8znLQdF-quVxT0I6HwyDBYMOUXc6jaSSRU6IO8vmKFCT2f5LSBaABgACMnN2F1JVGjvdEYe6OwpIoC_w_059I5zoqzHG68dwki1h7pCLyttTne2AX-pWOFOUZeT8_aruXCAm-6OjPL-1Kd4y6VX9PzB9TWBvuk9Y2ClEiV_v8 [following]\n",
      "--2020-08-22 19:43:13--  https://developer.download.nvidia.com/compute/cuda/9.0/secure/Prod/local_installers/cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64.deb?mnLoXCGxdxENE7w5v78zR-HCy4z-vG1OnW6J6VkRx0I8znLQdF-quVxT0I6HwyDBYMOUXc6jaSSRU6IO8vmKFCT2f5LSBaABgACMnN2F1JVGjvdEYe6OwpIoC_w_059I5zoqzHG68dwki1h7pCLyttTne2AX-pWOFOUZeT8_aruXCAm-6OjPL-1Kd4y6VX9PzB9TWBvuk9Y2ClEiV_v8\n",
      "Resolving developer.download.nvidia.com (developer.download.nvidia.com)... 152.199.20.126\n",
      "Connecting to developer.download.nvidia.com (developer.download.nvidia.com)|152.199.20.126|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 1216133170 (1.1G) [application/x-deb]\n",
      "Saving to: ‘cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb’\n",
      "\n",
      "cuda-repo-ubuntu170 100%[===================>]   1.13G   264MB/s    in 4.4s    \n",
      "\n",
      "2020-08-22 19:43:18 (261 MB/s) - ‘cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb’ saved [1216133170/1216133170]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!wget https://developer.nvidia.com/compute/cuda/9.0/Prod/local_installers/cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Check if CUDA 9.0 file is downloaded successfully"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "id": "3AwNTZNCsj5C",
    "outputId": "ed342fcf-e248-4af9-a9b4-a651bc67c8a9"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb  sample_data\n"
     ]
    }
   ],
   "source": [
    "!ls"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Unpack files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 102
    },
    "colab_type": "code",
    "id": "yXZEBdt8skmL",
    "outputId": "1e286da6-a332-4042-f950-828f25213972"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Selecting previously unselected package cuda-repo-ubuntu1704-9-0-local.\n",
      "(Reading database ... \r",
      "(Reading database ... 5%\r",
      "(Reading database ... 10%\r",
      "(Reading database ... 15%\r",
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      "(Reading database ... 90%\r",
      "(Reading database ... 95%\r",
      "(Reading database ... 100%\r",
      "(Reading database ... 144487 files and directories currently installed.)\n",
      "Preparing to unpack cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb ...\n",
      "Unpacking cuda-repo-ubuntu1704-9-0-local (9.0.176-1) ...\n",
      "Setting up cuda-repo-ubuntu1704-9-0-local (9.0.176-1) ...\n"
     ]
    }
   ],
   "source": [
    "!dpkg -i cuda-repo-ubuntu1704-9-0-local_9.0.176-1_amd64-deb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "id": "x2TmBWDpsmUh",
    "outputId": "a2076d49-ceac-46f3-98d5-eb611a4e7313"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7fa2af80.pub\n"
     ]
    }
   ],
   "source": [
    "!ls /var/cuda-repo-9-0-local | grep .pub"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "id": "RLvjD7uCsnpB",
    "outputId": "d941fd13-b9b2-4be6-aa72-52638bf69643"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OK\n"
     ]
    }
   ],
   "source": [
    "!apt-key add /var/cuda-repo-9-0-local/7fa2af80.pub"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 578
    },
    "colab_type": "code",
    "id": "FGwFmuhbspFq",
    "outputId": "8056dabc-495f-4396-bec7-2ec4603e44f3"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
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      "0% [Connecting to security.ubuntu.com] [Connecting to cloud.r-project.org] [Con\r",
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      "\r",
      "0% [Connecting to security.ubuntu.com (91.189.88.142)] [Connecting to cloud.r-p\r",
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      "Get:25 http://archive.ubuntu.com/ubuntu bionic-updates/universe amd64 Packages [1,417 kB]\n",
      "Get:26 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 Packages [1,341 kB]\n",
      "Ign:28 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64  Packages\n",
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      "Reading package lists... Done\n"
     ]
    }
   ],
   "source": [
    "!apt-get update"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Install CUDA 9.0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "colab_type": "code",
    "id": "oGXkrPi5sqAw",
    "outputId": "3e5ca463-b30b-4f87-d773-f0cb831bff8d"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "\r",
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      "Building dependency tree       \r\n",
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      "\r",
      "Reading state information... Done\r\n",
      "Note, selecting 'cuda-9-0' for regex 'cuda-9.0'\n",
      "Note, selecting 'libcuda-9.0-1' for regex 'cuda-9.0'\n",
      "The following package was automatically installed and is no longer required:\n",
      "  libnvidia-common-440\n",
      "Use 'sudo apt autoremove' to remove it.\n",
      "The following additional packages will be installed:\n",
      "  cuda-command-line-tools-9-0 cuda-core-9-0 cuda-cublas-9-0\n",
      "  cuda-cublas-dev-9-0 cuda-cudart-9-0 cuda-cudart-dev-9-0 cuda-cufft-9-0\n",
      "  cuda-cufft-dev-9-0 cuda-curand-9-0 cuda-curand-dev-9-0 cuda-cusolver-9-0\n",
      "  cuda-cusolver-dev-9-0 cuda-cusparse-9-0 cuda-cusparse-dev-9-0\n",
      "  cuda-demo-suite-9-0 cuda-documentation-9-0 cuda-driver-dev-9-0\n",
      "  cuda-libraries-9-0 cuda-libraries-dev-9-0 cuda-license-9-0\n",
      "  cuda-misc-headers-9-0 cuda-npp-9-0 cuda-npp-dev-9-0 cuda-nvgraph-9-0\n",
      "  cuda-nvgraph-dev-9-0 cuda-nvml-dev-9-0 cuda-nvrtc-9-0 cuda-nvrtc-dev-9-0\n",
      "  cuda-runtime-9-0 cuda-samples-9-0 cuda-toolkit-9-0 cuda-visual-tools-9-0\n",
      "The following NEW packages will be installed:\n",
      "  cuda-9-0 cuda-command-line-tools-9-0 cuda-core-9-0 cuda-cublas-9-0\n",
      "  cuda-cublas-dev-9-0 cuda-cudart-9-0 cuda-cudart-dev-9-0 cuda-cufft-9-0\n",
      "  cuda-cufft-dev-9-0 cuda-curand-9-0 cuda-curand-dev-9-0 cuda-cusolver-9-0\n",
      "  cuda-cusolver-dev-9-0 cuda-cusparse-9-0 cuda-cusparse-dev-9-0\n",
      "  cuda-demo-suite-9-0 cuda-documentation-9-0 cuda-driver-dev-9-0\n",
      "  cuda-libraries-9-0 cuda-libraries-dev-9-0 cuda-license-9-0\n",
      "  cuda-misc-headers-9-0 cuda-npp-9-0 cuda-npp-dev-9-0 cuda-nvgraph-9-0\n",
      "  cuda-nvgraph-dev-9-0 cuda-nvml-dev-9-0 cuda-nvrtc-9-0 cuda-nvrtc-dev-9-0\n",
      "  cuda-runtime-9-0 cuda-samples-9-0 cuda-toolkit-9-0 cuda-visual-tools-9-0\n",
      "0 upgraded, 33 newly installed, 0 to remove and 60 not upgraded.\n",
      "Need to get 0 B/1,097 MB of archives.\n",
      "After this operation, 2,315 MB of additional disk space will be used.\n",
      "Get:1 file:/var/cuda-repo-9-0-local  cuda-license-9-0 9.0.176-1 [22.0 kB]\n",
      "Get:2 file:/var/cuda-repo-9-0-local  cuda-misc-headers-9-0 9.0.176-1 [684 kB]\n",
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      "debconf: unable to initialize frontend: Dialog\n",
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      "*** LICENSE AGREEMENT ***\n",
      "By using this software you agree to fully comply with the terms and \n",
      "conditions of the EULA (End User License Agreement). The EULA is located\n",
      "at /usr/local/cuda-9.0/doc/EULA.txt. The EULA can also be found at\n",
      "http://docs.nvidia.com/cuda/eula/index.html. If you do not agree to the\n",
      "terms and conditions of the EULA, do not use the software.\n",
      "\n",
      "Setting up cuda-cusparse-9-0 (9.0.176-1) ...\n",
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      "Setting up cuda-driver-dev-9-0 (9.0.176-1) ...\n",
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      "Setting up cuda-nvgraph-9-0 (9.0.176-1) ...\n",
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      "Setting up cuda-libraries-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-runtime-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-cudart-dev-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-cufft-dev-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-npp-dev-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-curand-dev-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-cublas-dev-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-nvgraph-dev-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-command-line-tools-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-demo-suite-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-visual-tools-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-samples-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-libraries-dev-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-documentation-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-toolkit-9-0 (9.0.176-1) ...\n",
      "Setting up cuda-9-0 (9.0.176-1) ...\n",
      "Processing triggers for libc-bin (2.27-3ubuntu1) ...\n",
      "/sbin/ldconfig.real: /usr/local/lib/python3.6/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!sudo apt-get install cuda-9.0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Check if CUDA 9.0 is Installed successfully"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 85
    },
    "colab_type": "code",
    "id": "o5jUFQmVssER",
    "outputId": "8f8c18eb-cf26-407e-85ce-d684f6d7a406"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nvcc: NVIDIA (R) Cuda compiler driver\n",
      "Copyright (c) 2005-2017 NVIDIA Corporation\n",
      "Built on Fri_Sep__1_21:08:03_CDT_2017\n",
      "Cuda compilation tools, release 9.0, V9.0.176\n"
     ]
    }
   ],
   "source": [
    "!nvcc --version"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Install ThunderSVM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 190
    },
    "colab_type": "code",
    "id": "-t5XlXg1st56",
    "outputId": "f3732292-18ca-433c-9236-356b45861bb9"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting thundersvm\n",
      "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/7d/16/281a54f6d1f70c59df242f2f93e5cc04daf01b9c9809c2b154d15ea6a346/thundersvm-0.3.12-py3-none-any.whl (507kB)\n",
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      "\u001b[?25hRequirement already satisfied: scikit-learn in /usr/local/lib/python3.6/dist-packages (from thundersvm) (0.22.2.post1)\n",
      "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from thundersvm) (1.18.5)\n",
      "Requirement already satisfied: scipy in /usr/local/lib/python3.6/dist-packages (from thundersvm) (1.4.1)\n",
      "Requirement already satisfied: joblib>=0.11 in /usr/local/lib/python3.6/dist-packages (from scikit-learn->thundersvm) (0.16.0)\n",
      "Installing collected packages: thundersvm\n",
      "Successfully installed thundersvm-0.3.12\n"
     ]
    }
   ],
   "source": [
    "!pip install thundersvm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "GtPIE9pv2IPi"
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "collapsed_sections": [],
   "name": "svm_visual.ipynb",
   "provenance": []
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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