{"id":7358,"date":"2024-03-14T05:24:32","date_gmt":"2024-03-14T05:24:32","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/how-to-install-and-use-pytorch-in-ubuntu\/"},"modified":"2025-08-02T15:09:54","modified_gmt":"2025-08-02T15:09:54","slug":"how-to-install-and-use-pytorch-in-ubuntu","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/how-to-install-and-use-pytorch-in-ubuntu\/","title":{"rendered":"Install PyTorch on Ubuntu: Complete Guide"},"content":{"rendered":"

To install PyTorch in Ubuntu, you can use either conda or pip. Here are the steps to install PyTorch using conda.<\/p>\n

    \n
  1. First, make sure you have installed conda. If you haven’t installed conda, you can follow these steps for installation:<\/li>\n<\/ol>\n
    wget https:\/\/repo.anaconda.com\/miniconda\/Miniconda3-latest-Linux-x86_64.sh\r\nbash Miniconda3-latest-Linux-x86_64.sh\r\nsource<\/span> ~\/.bashrc\r\n<\/code><\/pre>\n
      \n
    1. Create a new conda environment and activate it.<\/li>\n<\/ol>\n
      conda create -n myenv\r\nconda activate myenv\r\n<\/code><\/pre>\n
        \n
      1. Install PyTorch using conda.<\/li>\n<\/ol>\n
        conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch\r\n<\/code><\/pre>\n
        Once the installation is complete, you can use PyTorch in your Python scripts. Here is a simple example:<\/p>\n
        import<\/span> torch\r\n\r\nx = torch.tensor([1.0<\/span>, 2.0<\/span>, 3.0<\/span>])\r\ny = torch.tensor([4.0<\/span>, 5.0<\/span>, 6.0<\/span>])\r\n\r\nz = x + y\r\n\r\nprint<\/span>(z)\r\n<\/code><\/pre>\n
        Running the above code will output the sum of two tensors, indicating that PyTorch has been successfully installed and utilized.<\/p>\n
        You can also install PyTorch using pip. Here are the steps to install PyTorch using pip:<\/p>\n
          \n
        1. First, make sure you have installed pip. If not, you can install it using the following command:<\/li>\n<\/ol>\n
          sudo apt update\r\nsudo apt install python3-pip\r\n<\/code><\/pre>\n
            \n
          1. Install PyTorch using pip.<\/li>\n<\/ol>\n
            pip install torch torchvision torchaudio\r\n<\/code><\/pre>\n
            After installation is complete, you can use PyTorch as shown above.<\/p>\n
            I hope this can assist you in installing and using PyTorch on Ubuntu.<\/p>\n","protected":false},"excerpt":{"rendered":"
            To install PyTorch in Ubuntu, you can use either conda or pip. Here are the steps to install PyTorch using conda. First, make sure you have installed conda. If you haven’t installed conda, you can follow these steps for installation: wget https:\/\/repo.anaconda.com\/miniconda\/Miniconda3-latest-Linux-x86_64.sh bash Miniconda3-latest-Linux-x86_64.sh source ~\/.bashrc Create a new conda environment and activate it. conda […]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[9379,9380,9381,9377,9378],"class_list":["post-7358","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-conda-pytorch","tag-pip-pytorch","tag-python-deep-learning","tag-pytorch-installation","tag-ubuntu-pytorch"],"yoast_head":"\nInstall PyTorch on Ubuntu: Complete Guide - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Learn how to install PyTorch on Ubuntu using conda or pip. Step-by-step guide with commands for successful installation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/blog\/how-to-install-and-use-pytorch-in-ubuntu\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Install PyTorch on Ubuntu: Complete Guide\" \/>\n<meta property=\"og:description\" content=\"Learn how to install PyTorch on Ubuntu using conda or pip. 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