Metal Performance Shaders (MPS)

Apple’s GPU compute framework, essentially the macOS equivalent of CUDA. MPS enables PyTorch and other frameworks to use Apple Silicon GPUs for AI acceleration. Support has improved rapidly, but the ecosystem is still smaller than CUDA’s, which means some models and tools work better on NVIDIA hardware. If you’re running AI on a Mac, MPS is what makes GPU acceleration possible.