How to install PyTorch with CUDA support on Windows 11 (CUDA 12)? – No Matching Distribution Found – Pytorch

The Problem:

I want to install PyTorch with CUDA support on my Windows 11 machine, but when I try to install version 2.0.0 with CUDA 11.7 support using the pip command, I encounter an error stating that no matching distribution was found. The CUDA version currently installed on my machine is 12, and the output of the ‘nvcc –version’ command confirms this. Is there a way to install the correct version of PyTorch or resolve the distribution issue?

The Solutions:

Solution 1: Use pip to Install PyTorch with CUDA Support (Recommended)

For CUDA 11.7:

python3 -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117

For CUDA 11.8:

python3 -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118

For CUDA 12.1 (PyTorch Nightly):

\

python3 -m pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121

Note: As of September 9, 2023, cu12.1 is not available for a stable release.

Refer to PyTorch’s official page for more information: https://pytorch.org/get-started/locally/

Video Explanation:

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Issues installing Pytorch 1.9 – No matching distribution found” description=”While installing Pytorch 1.9 using pip, it failed with error “No matching distribution found.” This video shows how I resolved this issue.”]