How to Install PyTorch with CUDA on Ubuntu

Posted by linuxer on Oct 13, 2025 11:52 PM EDT
linuxconfig.org; By Lubos Rendek 		Mail this story
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PyTorch is an open-source machine learning framework that enables developers to build and train neural networks for AI applications. When combined with NVIDIA CUDA, PyTorch can leverage GPU acceleration to perform computations up to and even over 100 times faster than CPU-only processing. In this tutorial, you will learn how to install PyTorch with CUDA support on Ubuntu Linux, enabling you to harness the full power of your NVIDIA GPU for machine learning and deep learning tasks.

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