AFAIK the vast majority of ML training/inference on the GPU runs on CUDA, and has done so for many years, while other vendor-specific GPU backends are slowly gaining support.

It doesn't help that AMD's equivalent open toolchain, ROCm, is barely even supported by their own GPU lineup.