pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu126 Use code with caution. Compatibility Table (Mid-2026) PyTorch Version Default CUDA Supported Legacy CUDA Driver Requirement CUDA 12.6 , 13.2 (Exp) 560.x or later 2.11 CUDA 12.6 , 12.8 560.x or later 2.10 CUDA 12.6 , 13.0 (Exp) 550.x or later 2.6 CUDA 12.6 (Exp) 550.x or later Important Warnings
The most notable recent paper relevant to and CUDA 12.6 is "PyGraph: Robust Compiler Support for CUDA Graphs in PyTorch" (published March 25, 2025). pytorch cuda 12.6 news