[reland][dynamo] use optimizers correctly in benchmarking (#87492)
Reland https://github.com/pytorch/pytorch/pull/87311
mlazos: updated to use SGD to not add a bunch of additional memory allocations (like Adam)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/87492
Approved by: https://github.com/desertfire
