In my endeavor to keep off an inundation of notes off my Desktop and in a nice place to use after a fresh install of the linux operating system. Here is this one liner to install Python3 Torch for Cuda AI.
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu13
That is that. Happy Coding!