{"id":13166,"date":"2025-01-10T06:43:40","date_gmt":"2025-01-10T06:43:40","guid":{"rendered":"https:\/\/greenwebpage.com\/community\/?p=13166"},"modified":"2025-01-10T10:49:52","modified_gmt":"2025-01-10T10:49:52","slug":"how-to-install-pytorch-on-ubuntu-24-04","status":"publish","type":"post","link":"https:\/\/greenwebpage.com\/community\/how-to-install-pytorch-on-ubuntu-24-04\/","title":{"rendered":"How to Install PyTorch on Ubuntu 24.04: Using PIP &amp; Anaconda"},"content":{"rendered":"\n<p><a href=\"https:\/\/pytorch.org\/\">PyTorch<\/a> is known for its flexibility and ease of use in research and development. It is an open-source machine learning library utilized for applications such as natural language processing and computer vision. It is known for its flexibility and ease of use in research prototyping and production deployment. With the release of Ubuntu 24.04, users may be looking for ways to install PyTorch to influence its powerful capabilities.<\/p>\n\n\n\n<p>\n  This article will offer a comprehensive overview of the methods available for installing PyTorch on Ubuntu 24.04.\n<\/p>\n\n\n\n<p><strong>Table of Content<\/strong>\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#How-to-Install-PyTorch-on-Ubuntu-24.04\">How to Install PyTorch on Ubuntu 24.04<\/a>\n<ul class=\"wp-block-list\">\n<li><a href=\"#Method-1:-Using-PIP\">Method 1: Using PIP<\/a><\/li>\n\n\n\n<li><a href=\"#Method-2:-Using-Anaconda\">Method 2: Using Anaconda<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><a href=\"#How-to-Remove-PyTorch-on-Ubuntu-24.04\">How to Remove PyTorch on Ubuntu 24.04?<\/a><\/li>\n\n\n\n<li><a href=\"#Conclusion\">Conclusion<\/a><br>  <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"How-to-Install-PyTorch-on-Ubuntu-24.04\"><a id=\"post-13166-_h5yiianm2x90\"><\/a>How to Install PyTorch on Ubuntu 24.04<\/h2>\n\n\n\n<p>\n  There are two primary methods for installing PyTorch on Ubuntu 24.04. Each method has its own set of advantages and may be preferred in different scenarios. For most users, installing via <strong>pip <\/strong>or <strong>Conda <\/strong>will be the most straightforward and efficient approach.\n<\/p>\n\n\n\n<p>\n  If you&#8217;re looking to install PyTorch on Ubuntu 24.04, this guide will walk you through the process step by step. Choose the installation based on your needs:\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Method-1:-Using-PIP\"><a id=\"post-13166-_vapkwcxsjc9l\"><\/a>Method 1: Using PIP<\/h2>\n\n\n\n<p>Pip is a package manager for Python that allows you to install and manage additional libraries that are not part of the Python standard library. For installing PyTorch utilizing pip, follow these steps:<\/p>\n\n\n\n<p><strong>Step 1: Update Your System<\/strong>\n<\/p>\n\n\n\n<p>\n  Begin by updating the package list as well as upgrading the existing packages to their most recent versions:\n<\/p>\n\n\n\n<pre>sudo apt update <\/pre>\n\n\n\n<p><strong>Step 2: Install Python 3 and PIP<\/strong>\n<\/p>\n\n\n\n<p>\n  If users don&#8217;t have installed Python 3, they can install it through the below command:\n<\/p>\n\n\n\n<pre>sudo apt install python3<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1239\" height=\"476\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-1.png\" alt=\"sudo apt install python3\" class=\"wp-image-13167\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-1.png 1239w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-1-300x115.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-1-1024x393.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-1-768x295.png 768w\" sizes=\"(max-width: 1239px) 100vw, 1239px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\n  Next, install <strong>pip <\/strong>by running the below command:\n<\/p>\n\n\n\n<pre>sudo apt install python3-pip<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"1229\" height=\"482\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-2.png\" alt=\"sudo apt install python3-pip\" class=\"wp-image-13168\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-2.png 1229w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-2-300x118.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-2-1024x402.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-2-768x301.png 768w\" sizes=\"(max-width: 1229px) 100vw, 1229px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Note<\/strong>: For project isolation, consider creating a virtual environment using the below steps.\n<\/p>\n\n\n\n<p><strong>Step 3: Install a Virtual Environment<\/strong>\n<\/p>\n\n\n\n<p>\n  For creating the virtual environment, first, users need to install <strong>virtualenv<\/strong> utilizing apt:\n<\/p>\n\n\n\n<pre>sudo apt install virtualenv<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"1248\" height=\"354\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-3.png\" alt=\"sudo apt install virtualenv\" class=\"wp-image-13169\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-3.png 1248w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-3-300x85.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-3-1024x290.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-3-768x218.png 768w\" sizes=\"(max-width: 1248px) 100vw, 1248px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Step 4: Create a Virtual Environment<\/strong>\n<\/p>\n\n\n\n<p>\n  Navigate to the directory where you want to set up your virtual environment and run the below command.\n<\/p>\n\n\n\n<p>\n  Let\u2019s create a new environment for your project:\n<\/p>\n\n\n\n<pre>virtualenv my_project_env<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1253\" height=\"376\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-4.png\" alt=\"virtualenv my_project_env\" class=\"wp-image-13170\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-4.png 1253w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-4-300x90.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-4-1024x307.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-4-768x230.png 768w\" sizes=\"(max-width: 1253px) 100vw, 1253px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong> Step 5: Activate the Virtual Environment<\/strong>\n<\/p>\n\n\n\n<p>\n  Activate the environment before installing new packages to ensure they are installed within this isolated space. To activate the virtual environment and use its settings, run:\n<\/p>\n\n\n\n<pre>source my_project_env\/bin\/activate<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1228\" height=\"135\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-5.png\" alt=\"source my_project_env\/bin\/activate\" class=\"wp-image-13171\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-5.png 1228w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-5-300x33.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-5-1024x113.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-5-768x84.png 768w\" sizes=\"(max-width: 1228px) 100vw, 1228px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Step 6: Install PyTorch<\/strong>\n<\/p>\n\n\n\n<p>\n  With Python and pip ready, you can install PyTorch. It depends on the CPU-only version of PyTorch or the version that supports GPU acceleration:\n<\/p>\n\n\n\n<pre>pip3 install torch torchvision torchaudio <\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1253\" height=\"571\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-6.png\" alt=\"pip3 install torch torchvision torchaudio\" class=\"wp-image-13172\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-6.png 1253w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-6-300x137.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-6-1024x467.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-6-768x350.png 768w\" sizes=\"(max-width: 1253px) 100vw, 1253px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Step 7: Verify Installation<\/strong>\n<\/p>\n\n\n\n<p>\n  After installation, verify that PyTorch is installed correctly by running a simple Python script that imports the library and prints the version:\n<\/p>\n\n\n\n<p>\n  Open a Python interpreter (outside the virtual environment, if used) and type:\n<\/p>\n\n\n\n<pre>python<\/pre>\n<pre>import torch<\/pre>\n<pre>print(torch.__version__)<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1252\" height=\"245\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-7.png\" alt=\"print(torch.__version__)\" class=\"wp-image-13173\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-7.png 1252w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-7-300x59.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-7-1024x200.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-7-768x150.png 768w\" sizes=\"(max-width: 1252px) 100vw, 1252px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\n  This prints the installed PyTorch version if successful.\n<\/p>\n\n\n\n<p><strong>Step 8: Test GPU Support (Optional)<\/strong>\n<\/p>\n\n\n\n<p>\n  If you installed the GPU version of PyTorch, you can test if it&#8217;s recognizing your GPU:\n<\/p>\n\n\n\n<pre>python<\/pre>\n  <pre>import torch<\/pre>\n  <pre>print(torch.cuda.is_available())<\/pre>\n\n\n\n<p>\n  For detailed instructions, you can refer to the official PyTorch website or the NVIDIA documentation for optimized PyTorch installation. Always verify your installation by importing PyTorch in a Python shell and checking for CUDA availability if needed.\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Method-2:-Using-Anaconda\"><a id=\"post-13166-_1v6yor33asnc\"><\/a>Method 2: Using Anaconda <\/h2>\n\n\n\n<p>\n  Miniconda is a lightweight version of Anaconda, specifically designed for managing Python environments. It&#8217;s a popular choice for installing PyTorch\n<\/p>\n\n\n\n<p>\n  For installing PyTorch on Ubuntu 24.04 using <strong>Anaconda<\/strong>, (minimal installer for conda), follow below.\n<\/p>\n\n\n\n<p><strong>Step 1: Download Anaconda Installer Script (Choose the latest version)<\/strong>\n<\/p>\n\n\n\n<p>\n  Visit the <a href=\"https:\/\/www.anaconda.com\/download\">Anaconda website<\/a> and download the appropriate installer for your system (Linux-x86_64 for most systems). Alternatively, use curl with the latest URL:\n<\/p>\n\n\n\n<pre>curl -O https:\/\/repo.anaconda.com\/miniconda\/Miniconda3-latest-Linux-x86_64.sh<\/pre>\n\n\n\n<p><strong>Step 2: Install Anaconda<\/strong>\n<\/p>\n\n\n\n<p>\n  Now, users need to install Anaconda on the system via the below command:\n<\/p>\n\n\n\n<pre>bash Miniconda3-latest-Linux-x86_64.sh<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1240\" height=\"484\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-8.png\" alt=\"bash miniconda3-latest-linux-x86_64.sh\" class=\"wp-image-13174\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-8.png 1240w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-8-300x117.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-8-1024x400.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-8-768x300.png 768w\" sizes=\"(max-width: 1240px) 100vw, 1240px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Step 3: Activate Anaconda<\/strong>\n<\/p>\n\n\n\n<p>\n  Now, users need to configure the installed anaconda by executing the below commands:\n<\/p>\n\n\n\n<pre>source ~\/.bashrc<\/pre>\n<pre>conda config --set auto_activate_base false<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1246\" height=\"146\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-9.png\" alt=\"source ~\/.bashrc\" class=\"wp-image-13175\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-9.png 1246w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-9-300x35.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-9-1024x120.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-9-768x90.png 768w\" sizes=\"(max-width: 1246px) 100vw, 1246px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Step 4: Install PyTorch:<\/strong>\n<\/p>\n\n\n\n<p>\n  Finally, install Pytorch and dependent packages with the <strong>conda <\/strong>command:\n<\/p>\n\n\n\n<pre>conda install pytorch torchvision torchaudio cpuonly -c pytorch<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1224\" height=\"630\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-10.png\" alt=\"conda install pytorch torchvision cpuonly -c pytorch\" class=\"wp-image-13176\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-10.png 1224w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-10-300x154.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-10-1024x527.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-10-768x395.png 768w\" sizes=\"(max-width: 1224px) 100vw, 1224px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Note<\/strong>: GPU support (requires compatible NVIDIA GPU and CUDA toolkit):\n<\/p>\n\n\n\n<pre>conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia<\/pre>\n\n\n\n<p>\n  Replace <strong>pytorch-cuda=11.7 <\/strong>with the correct version for your CUDA installation.\n<\/p>\n\n\n\n<p><strong>Step 5: Verify Installation (Optional)<\/strong>\n<\/p>\n\n\n\n<p>\n  Users can also verify the installation by running a Python script that imports PyTorch, opening a Python interpreter, and typing:\n<\/p>\n\n\n\n<pre>python<\/pre>\n  <pre>import torch<\/pre>\n  <pre>print(torch.__version__)<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1246\" height=\"477\" src=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-11.png\" alt=\"print(torch.__version__)\" class=\"wp-image-13177\" srcset=\"https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-11.png 1246w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-11-300x115.png 300w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-11-1024x392.png 1024w, https:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/word-image-13166-11-768x294.png 768w\" sizes=\"(max-width: 1246px) 100vw, 1246px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\n  This prints the installed PyTorch version if successful.\n<\/p>\n\n\n\n<p>\n  You&#8217;ve now successfully installed <strong>PyTorch<\/strong> on your Ubuntu 24.04 system. With PyTorch installed, you can begin developing your machine-learning models or running existing projects.\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"How-to-Remove-PyTorch-on-Ubuntu-24.04\"><a id=\"post-13166-_12uyvsuea60p\"><\/a>How to Remove PyTorch on Ubuntu 24.04?<\/h2>\n\n\n\n<p>\n  Whether you&#8217;re upgrading to a newer version, resolving compatibility issues, or simply freeing up space, uninstalling PyTorch can be done efficiently on Ubuntu 24.04 by following these methods.\n<\/p>\n\n\n\n<p><strong>Method 1: Uninstalling PyTorch Using pip<\/strong>\n<\/p>\n\n\n\n<p>\n  If you installed PyTorch using pip, you could uninstall it by opening your terminal and running the following command:\n<\/p>\n\n\n\n<pre>pip uninstall torch<\/pre>\n\n\n\n<p>\n  This command removes PyTorch and its dependencies installed via pip. \n<\/p>\n\n\n\n<p>\n  If you have installed additional related packages like <strong>torchvision <\/strong>or <strong>torchaudio<\/strong>, you can uninstall them using similar commands:\n<\/p>\n\n\n\n<pre>pip uninstall torchvision<\/pre>\n<pre>pip uninstall torchaudio<\/pre>\n\n\n\n<p><strong>Method 2: Uninstalling PyTorch from a Conda Environment<\/strong>\n<\/p>\n\n\n\n<p>\n  For those who have used Conda to manage their PyTorch installation, the process is just as straightforward. First, activate the Conda environment from which you wish to remove PyTorch:\n<\/p>\n\n\n\n<pre>conda activate your_environment_name<\/pre>\n\n\n\n<p>\n  Replace <strong>your_environment_name<\/strong> with the name of your Conda environment. Then, run the following command to uninstall PyTorch:\n<\/p>\n\n\n\n<pre>conda uninstall pytorch<\/pre>\n\n\n\n<p>\n  Again, if you have installed <strong>torchvision <\/strong>or <strong>torchaudio<\/strong>, ensure to uninstall these as well:\n<\/p>\n\n\n\n<pre>conda uninstall torchvision<\/pre>\n<pre>conda uninstall torchaudio<\/pre>\n\n\n\n<p>\n  That is all from the guide.\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Conclusion\"><a id=\"post-13166-_kzxn8b5q9fk4\"><\/a>Conclusion<\/h2>\n\n\n\n<p>To install PyTorch on Ubuntu 24.04, you can follow these general steps. First, ensure that Python 3.8 or later is installed on your system, as PyTorch requires it. Update your system packages using <strong>sudo apt update<\/strong>. Install Python&#8217;s package manager pip with <strong>sudo apt install python3-pip <\/strong>if it&#8217;s not already installed. Then, you can install PyTorch using pip with the command <strong>pip3 install torch torchvision torchaudio<\/strong>. If you require GPU support, ensure that you have the NVIDIA drivers and CUDA toolkit installed before installing PyTorch.<\/p>\n\n\n\n<p>\n  However, for those who require a custom setup, building from a source may be the way to go. Always ensure that you have the necessary hardware and software prerequisites before beginning the installation process.\n<\/p>\n\n\n\t\t\t\t\t\t\t<h3 style=\"margin-bottom:20px;display:block;width:100%;margin-top:10px\">Frequently Asked Questions <\/h3>\r\n\t\t\t\t\t\t<style>\r\n\t\t\t\t<style>\r\n#wpsm_accordion_13186 .wpsm_panel-heading{\r\n\tpadding:0px !important;\r\n}\r\n#wpsm_accordion_13186 .wpsm_panel-title {\r\n\tmargin:0px !important; \r\n\ttext-transform:none !important;\r\n\tline-height: 1 !important;\r\n}\r\n#wpsm_accordion_13186 .wpsm_panel-title a{\r\n\ttext-decoration:none;\r\n\toverflow:hidden;\r\n\tdisplay:block;\r\n\tpadding:0px;\r\n\tfont-size: 18px !important;\r\n\tfont-family: Open Sans !important;\r\n\tcolor:#000000 !important;\r\n\tborder-bottom:0px !important;\r\n}\r\n\r\n#wpsm_accordion_13186 .wpsm_panel-title a:focus {\r\noutline: 0px !important;\r\n}\r\n\r\n#wpsm_accordion_13186 .wpsm_panel-title a:hover, #wpsm_accordion_13186 .wpsm_panel-title a:focus {\r\n\tcolor:#000000 !important;\r\n}\r\n#wpsm_accordion_13186 .acc-a{\r\n\tcolor: #000000 !important;\r\n\tbackground-color:#e8e8e8 !important;\r\n\tborder-color: #ddd;\r\n}\r\n#wpsm_accordion_13186 .wpsm_panel-default > .wpsm_panel-heading{\r\n\tcolor: #000000 !important;\r\n\tbackground-color: #e8e8e8 !important;\r\n\tborder-color: #e8e8e8 !important;\r\n\tborder-top-left-radius: 0px;\r\n\tborder-top-right-radius: 0px;\r\n}\r\n#wpsm_accordion_13186 .wpsm_panel-default {\r\n\t\tborder:1px solid transparent !important;\r\n\t}\r\n#wpsm_accordion_13186 {\r\n\tmargin-bottom: 20px;\r\n\toverflow: hidden;\r\n\tfloat: none;\r\n\twidth: 100%;\r\n\tdisplay: block;\r\n}\r\n#wpsm_accordion_13186 .ac_title_class{\r\n\tdisplay: block;\r\n\tpadding-top: 12px;\r\n\tpadding-bottom: 12px;\r\n\tpadding-left: 15px;\r\n\tpadding-right: 15px;\r\n}\r\n#wpsm_accordion_13186  .wpsm_panel {\r\n\toverflow:hidden;\r\n\t-webkit-box-shadow: 0 0px 0px rgba(0, 0, 0, .05);\r\n\tbox-shadow: 0 0px 0px rgba(0, 0, 0, .05);\r\n\t\tborder-radius: 4px;\r\n\t}\r\n#wpsm_accordion_13186  .wpsm_panel + .wpsm_panel {\r\n\t\tmargin-top: 5px;\r\n\t}\r\n#wpsm_accordion_13186  .wpsm_panel-body{\r\n\tbackground-color:#ffffff !important;\r\n\tcolor:#000000 !important;\r\n\tborder-top-color: #e8e8e8 !important;\r\n\tfont-size:16px !important;\r\n\tfont-family: Open Sans !important;\r\n\toverflow: hidden;\r\n\t\tborder: 2px solid #e8e8e8 !important;\r\n\t}\r\n\r\n#wpsm_accordion_13186 .ac_open_cl_icon{\r\n\tbackground-color:#e8e8e8 !important;\r\n\tcolor: #000000 !important;\r\n\tfloat:right !important;\r\n\tpadding-top: 12px !important;\r\n\tpadding-bottom: 12px !important;\r\n\tline-height: 1.0 !important;\r\n\tpadding-left: 15px !important;\r\n\tpadding-right: 15px !important;\r\n\tdisplay: inline-block !important;\r\n}\r\n\r\n\t\t\t\r\n\t\t\t<\/style>\t\r\n\t\t\t<\/style>\r\n\t\t\t<div class=\"wpsm_panel-group\" id=\"wpsm_accordion_13186\" >\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t<!-- Inner panel Start -->\r\n\t\t\t\t\t<div class=\"wpsm_panel wpsm_panel-default\">\r\n\t\t\t\t\t\t<div class=\"wpsm_panel-heading\" role=\"tab\" >\r\n\t\t\t\t\t\t  <h4 class=\"wpsm_panel-title\">\r\n\t\t\t\t\t\t\t<a  class=\"\"  data-toggle=\"collapse\" data-parent=\"#wpsm_accordion_13186 \" href=\"javascript:void(0)\" data-target=\"#ac_13186_collapse1\" onclick=\"do_resize()\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ac_open_cl_icon fa fa-plus\"><\/span>\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t \r\n\t\t\t\t\t\t\t\t<span class=\"ac_title_class\">\r\n\t\t\t\t\t\t\t\t\tHow do I install PyTorch on Ubuntu 24.04?\t\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t  <\/h4>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"ac_13186_collapse1\" class=\"wpsm_panel-collapse collapse \"  >\r\n\t\t\t\t\t\t  <div class=\"wpsm_panel-body\">\r\n\t\t\t\t\t\t\tTo install PyTorch on Ubuntu 24.04, you can use the official pip command: <code>pip install torch torchvision torchaudio<\/code>. Make sure to have Python and pip installed beforehand.\t\t\t\t\t\t  <\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<!-- Inner panel End -->\r\n\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t<!-- Inner panel Start -->\r\n\t\t\t\t\t<div class=\"wpsm_panel wpsm_panel-default\">\r\n\t\t\t\t\t\t<div class=\"wpsm_panel-heading\" role=\"tab\" >\r\n\t\t\t\t\t\t  <h4 class=\"wpsm_panel-title\">\r\n\t\t\t\t\t\t\t<a  class=\"collapsed\"  data-toggle=\"collapse\" data-parent=\"#wpsm_accordion_13186 \" href=\"javascript:void(0)\" data-target=\"#ac_13186_collapse2\" onclick=\"do_resize()\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ac_open_cl_icon fa fa-plus\"><\/span>\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t \r\n\t\t\t\t\t\t\t\t<span class=\"ac_title_class\">\r\n\t\t\t\t\t\t\t\t\tDo I need to install CUDA for GPU support?\t\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t  <\/h4>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"ac_13186_collapse2\" class=\"wpsm_panel-collapse collapse \"  >\r\n\t\t\t\t\t\t  <div class=\"wpsm_panel-body\">\r\n\t\t\t\t\t\t\tYes, if you want to use GPU acceleration, you need to install CUDA. PyTorch supports both CPU and CUDA versions, so ensure you install the correct CUDA version with the command: <code>pip install torch==+cu<\/code>.\t\t\t\t\t\t  <\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<!-- Inner panel End -->\r\n\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t<!-- Inner panel Start -->\r\n\t\t\t\t\t<div class=\"wpsm_panel wpsm_panel-default\">\r\n\t\t\t\t\t\t<div class=\"wpsm_panel-heading\" role=\"tab\" >\r\n\t\t\t\t\t\t  <h4 class=\"wpsm_panel-title\">\r\n\t\t\t\t\t\t\t<a  class=\"collapsed\"  data-toggle=\"collapse\" data-parent=\"#wpsm_accordion_13186 \" href=\"javascript:void(0)\" data-target=\"#ac_13186_collapse3\" onclick=\"do_resize()\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ac_open_cl_icon fa fa-plus\"><\/span>\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t \r\n\t\t\t\t\t\t\t\t<span class=\"ac_title_class\">\r\n\t\t\t\t\t\t\t\t\tCan I install PyTorch with Conda?\t\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t  <\/h4>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"ac_13186_collapse3\" class=\"wpsm_panel-collapse collapse \"  >\r\n\t\t\t\t\t\t  <div class=\"wpsm_panel-body\">\r\n\t\t\t\t\t\t\tAbsolutely! If you're using Conda, you can install PyTorch with the following command: <code>conda install pytorch torchvision torchaudio cudatoolkit= -c pytorch<\/code>.\t\t\t\t\t\t  <\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<!-- Inner panel End -->\r\n\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t<!-- Inner panel Start -->\r\n\t\t\t\t\t<div class=\"wpsm_panel wpsm_panel-default\">\r\n\t\t\t\t\t\t<div class=\"wpsm_panel-heading\" role=\"tab\" >\r\n\t\t\t\t\t\t  <h4 class=\"wpsm_panel-title\">\r\n\t\t\t\t\t\t\t<a  class=\"collapsed\"  data-toggle=\"collapse\" data-parent=\"#wpsm_accordion_13186 \" href=\"javascript:void(0)\" data-target=\"#ac_13186_collapse4\" onclick=\"do_resize()\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ac_open_cl_icon fa fa-plus\"><\/span>\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t \r\n\t\t\t\t\t\t\t\t<span class=\"ac_title_class\">\r\n\t\t\t\t\t\t\t\t\tHow do I check if PyTorch was installed correctly?\t\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t  <\/h4>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"ac_13186_collapse4\" class=\"wpsm_panel-collapse collapse \"  >\r\n\t\t\t\t\t\t  <div class=\"wpsm_panel-body\">\r\n\t\t\t\t\t\t\tAfter installation, check by running the following in Python: <code>import torch<\/code>; <code>print(torch.__version__)<\/code>. If no errors appear and the version is shown, the installation was successful.\t\t\t\t\t\t  <\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<!-- Inner panel End -->\r\n\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t<!-- Inner panel Start -->\r\n\t\t\t\t\t<div class=\"wpsm_panel wpsm_panel-default\">\r\n\t\t\t\t\t\t<div class=\"wpsm_panel-heading\" role=\"tab\" >\r\n\t\t\t\t\t\t  <h4 class=\"wpsm_panel-title\">\r\n\t\t\t\t\t\t\t<a  class=\"collapsed\"  data-toggle=\"collapse\" data-parent=\"#wpsm_accordion_13186 \" href=\"javascript:void(0)\" data-target=\"#ac_13186_collapse5\" onclick=\"do_resize()\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"ac_open_cl_icon fa fa-plus\"><\/span>\r\n\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t\t \r\n\t\t\t\t\t\t\t\t<span class=\"ac_title_class\">\r\n\t\t\t\t\t\t\t\t\tIs there a specific version of Python required for PyTorch?\t\t\t\t\t\t\t\t<\/span>\r\n\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t  <\/h4>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<div id=\"ac_13186_collapse5\" class=\"wpsm_panel-collapse collapse \"  >\r\n\t\t\t\t\t\t  <div class=\"wpsm_panel-body\">\r\n\t\t\t\t\t\t\tPyTorch supports Python 3.6 or higher. Ensure you are using a compatible version of Python before installation.\t\t\t\t\t\t  <\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<!-- Inner panel End -->\r\n\t\t\t\t\t\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\r\n<script type=\"text\/javascript\">\r\n\t\r\n\t\tfunction do_resize(){\r\n\r\n\t\t\tvar width=jQuery( '.wpsm_panel .wpsm_panel-body iframe' ).width();\r\n\t\t\tvar height=jQuery( '.wpsm_panel .wpsm_panel-body iframe' ).height();\r\n\r\n\t\t\tvar toggleSize = true;\r\n\t\t\tjQuery('iframe').animate({\r\n\t\t\t    width: toggleSize ? width : 640,\r\n\t\t\t    height: toggleSize ? height : 360\r\n\t\t\t  }, 250);\r\n\r\n\t\t\t  toggleSize = !toggleSize;\r\n\t\t}\r\n\t\t\r\n<\/script>\t\n\n    <div class=\"xs_social_share_widget xs_share_url after_content \t\tmain_content  wslu-style-1 wslu-share-box-shaped wslu-fill-colored wslu-none wslu-share-horizontal wslu-theme-font-no wslu-main_content\">\n\n\t\t\n        <ul>\n\t\t\t        <\/ul>\n    <\/div> \n","protected":false},"excerpt":{"rendered":"<p>PyTorch is known for its flexibility and ease of use in research and development. It is an open-source machine learning library utilized for applications such as natural language processing and computer vision. It is known for its flexibility and ease of use in research prototyping and production deployment. With the release of Ubuntu 24.04, users [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":13184,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43],"tags":[600,226,599,317],"class_list":["post-13166","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tutorials","tag-machine-learning","tag-python","tag-pytorch","tag-ubuntu-24-04"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Install PyTorch on Ubuntu 24.04: Using PIP &amp; Anaconda - Greenwebpage Community<\/title>\n<meta name=\"description\" content=\"This article will offer a comprehensive overview of the methods available for installing PyTorch on Ubuntu 24.04.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/greenwebpage.com\/community\/how-to-install-pytorch-on-ubuntu-24-04\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Install PyTorch on Ubuntu 24.04: Using PIP &amp; Anaconda - Greenwebpage Community\" \/>\n<meta property=\"og:description\" content=\"This article will offer a comprehensive overview of the methods available for installing PyTorch on Ubuntu 24.04.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/greenwebpage.com\/community\/how-to-install-pytorch-on-ubuntu-24-04\/\" \/>\n<meta property=\"og:site_name\" content=\"Greenwebpage Community\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-10T06:43:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-10T10:49:52+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/greenwebpage.com\/community\/wp-content\/uploads\/2025\/01\/How-to-Install-PyTorch-on-Ubuntu-24.04.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1020\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Karim Buzdar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Karim Buzdar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/greenwebpage.com\/community\/how-to-install-pytorch-on-ubuntu-24-04\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/greenwebpage.com\/community\/how-to-install-pytorch-on-ubuntu-24-04\/\"},\"author\":{\"name\":\"Karim Buzdar\",\"@id\":\"https:\/\/greenwebpage.com\/community\/#\/schema\/person\/467c100c1d017bc081473ee0440680c8\"},\"headline\":\"How to Install PyTorch on Ubuntu 24.04: Using PIP &amp; 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