{"id":13936,"date":"2024-06-05T00:32:48","date_gmt":"2024-06-04T21:32:48","guid":{"rendered":"http:\/\/local.brightwhiz\/?p=13936"},"modified":"2024-06-05T00:32:49","modified_gmt":"2024-06-04T21:32:49","slug":"how-to-install-cuda-on-ubuntu-24-04-noble-numbat","status":"publish","type":"post","link":"http:\/\/local.brightwhiz\/how-to-install-cuda-on-ubuntu-24-04-noble-numbat\/","title":{"rendered":"How to Install Cuda on Ubuntu 24.04 Noble Numbat"},"content":{"rendered":"\n

CUDA (Compute Unified Device Architecture) is a parallel computing platform and programming model developed by NVIDIA. It allows developers to use NVIDIA GPUs for general-purpose processing. If you’re running Ubuntu 24.04 Noble Numbat and need to leverage CUDA<\/a> for your projects, this guide will help you install and configure it correctly.<\/p>\n\n\n\n

Prerequisites<\/h2>\n\n\n\n

Before we start, ensure you have the following:<\/p>\n\n\n\n

    \n
  1. A system running Ubuntu<\/a> 24.04 Noble Numbat.<\/li>\n\n\n\n
  2. An NVIDIA GPU<\/a> that supports CUDA.<\/li>\n\n\n\n
  3. A user account with sudo privileges.<\/li>\n\n\n\n
  4. Basic knowledge of using the terminal.<\/li>\n<\/ol>\n\n\n\n

    Step 1: Update Your System<\/h2>\n\n\n\n

    First, make sure your system is up-to-date by running the following commands:<\/p>\n\n\n\n

    $ sudo apt update\n$ sudo apt upgrade -y<\/code><\/pre>\n\n\n\n
    Step 2: Install NVIDIA Drivers<\/h2>\n\n\n\n
    To use CUDA, you need the appropriate NVIDIA<\/a> drivers. You can install them from the official NVIDIA repository:<\/p>\n\n\n\n
      \n
    1. Add the NVIDIA package repository<\/strong>:
       $ sudo apt install ubuntu-drivers-common && sudo add-apt-repository ppa:graphics-drivers\/ppa && sudo apt update<\/code><\/li>\n\n\n\n
    2. Install the recommended driver<\/strong>:
       $ sudo ubuntu-drivers autoinstall<\/code><\/li>\n\n\n\n
    3. Reboot your system<\/strong> to apply the changes:
       $ sudo reboot<\/code><\/li>\n\n\n\n
    4. Verify the installation<\/strong>:After rebooting, verify the installation by running:
       $ nvidia-smi <\/code>
      You should see a table with information about your GPU.<\/li>\n<\/ol>\n\n\n\n
      Step 3: Install CUDA Toolkit<\/h2>\n\n\n\n
        \n
      1. Download the CUDA Toolkit<\/strong>: Visit the NVIDIA CUDA Toolkit download page<\/a> and select the appropriate version for Ubuntu 24.04. Download the .deb<\/code> file. Alternatively, you can download it via the terminal:
         $ wget https:\/\/developer.download.nvidia.com\/compute\/cuda\/12.0.1\/local_installers\/cuda-repo-ubuntu2404-12-0-local_12.0.1-1_amd64.deb<\/code><\/li>\n\n\n\n
      2. Install the CUDA repository package<\/strong>:
         $ sudo dpkg -i cuda-repo-ubuntu2404-12-0-local_12.0.1-1_amd64.deb && sudo cp \/var\/cuda-repo-ubuntu2404-12-0-local\/cuda-*-keyring.gpg \/usr\/share\/keyrings\/<\/code><\/li>\n\n\n\n
      3. Install CUDA<\/strong>:
         $ sudo apt update && sudo apt install cuda<\/code><\/li>\n\n\n\n
      4. Reboot your system<\/strong> again:
         $ sudo reboot<\/code><\/li>\n<\/ol>\n\n\n\n
        Step 4: Set Up Environment Variables<\/h2>\n\n\n\n
        After installing CUDA, you need to set up the environment variables. Add the following lines to your ~\/.bashrc<\/code> file:<\/p>\n\n\n\n
        $ export PATH=\/usr\/local\/cuda-12.0\/bin${PATH:+:${PATH}}\n$ export LD_LIBRARY_PATH=\/usr\/local\/cuda-12.0\/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}<\/code><\/pre>\n\n\n\n
        Source the ~\/.bashrc<\/code> file to apply the changes:<\/p>\n\n\n\n
        $ source ~\/.bashrc<\/code><\/pre>\n\n\n\n
        Step 5: Verify the CUDA Installation<\/h2>\n\n\n\n
        To verify the installation, compile and run the sample programs provided with the CUDA toolkit:<\/p>\n\n\n\n
          \n
        1. Navigate to the sample directory<\/strong>: 
          $ cd \/usr\/local\/cuda-12.0\/samples<\/code><\/li>\n\n\n\n
        2. Compile the samples<\/strong>:
           $ sudo make<\/code><\/li>\n\n\n\n
        3. Run a sample program<\/strong> to ensure CUDA is working:
            $ cd bin\/x86_64\/linux\/release .\/deviceQuery <\/code>. 
          If the installation is successful, you should see output indicating that the program has detected your GPU and displays its properties.<\/li>\n<\/ol>\n\n\n\n
          Conclusion<\/h2>\n\n\n\n
          Congratulations! You have successfully installed and configured CUDA on Ubuntu 24.04 Noble Numbat. You can now harness the power of your NVIDIA GPU for parallel computing tasks. For more detailed information and advanced usage, refer to the NVIDIA CUDA Toolkit documentation<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"
          CUDA (Compute Unified Device Architecture) is a parallel computing platform and programming model developed by NVIDIA. It allows developers to use NVIDIA GPUs for general-purpose processing. If you’re running Ubuntu…<\/p>\n","protected":false},"author":1,"featured_media":13963,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,23,24,9,25,28,16,18],"tags":[33,43,146,172,265,280,282,350,412,433,449,471,544,545,591],"yoast_head":"\nHow to Install Cuda on Ubuntu 24.04 Noble Numbat<\/title>\n<meta name=\"description\" content=\"This guide will help you install Cuda on Ubuntu 24.04 Noble Numbat Linux and show how to configure it correctly\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/local.brightwhiz\/how-to-install-cuda-on-ubuntu-24-04-noble-numbat\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Install Cuda on Ubuntu 24.04 Noble Numbat\" \/>\n<meta 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