🐛 Describe the bug

Right now we don't know MPS performance day by day or release to release
It would be good to run something and populate similar to https://hud.pytorch.org/benchmark/compilers

Some code pointers:

• [UI] https://github.com/pytorch/test-infra/blob/main/torchci/pages/benchmark/compilers.tsx

Versions

nightly

cc @ezyang @gchanan @zou3519 @kadeng @kulinseth @albanD @DenisVieriu97 @razarmehr