perf(optim/dynamo): shortcut `is_sparse` iteration in SGD multi_tensor (#110648)
Originated: https://github.com/pytorch/pytorch/pull/110353#discussion_r1347806922
Speeds up significantly in non-sparse path (majority use-case).
Benchmarks: https://github.com/pytorch/pytorch/issues/110506#issuecomment-1747732478
CC: @janeyx99
Pull Request resolved: https://github.com/pytorch/pytorch/pull/110648
Approved by: https://github.com/janeyx99