Summary: Previously was saving sharded tensors to same directory as full tensors. But am realizing this doesn't make sense because on load(), you would be loading for a directory which contains both, with no way to distinguish them, so they should be in separate folders.
Test Plan:
ensure existing tests pass
Rollback Plan:
Differential Revision: D78108144
Pull Request resolved: https://github.com/pytorch/pytorch/pull/158069
Approved by: https://github.com/teja-rao
Summary: These changes in D76442012 got reverted after the PR landed due to aps_models/ads/launchers/pearl/tests/ne/e2e_deterministic_tests:pearl_e2e_ne_tests failing with `Config not loaded due to no timely response from configerator. Likely configerator_proxy or falcon_proxy are not healthy`, but that test failing is definitely transient and unrelated to my changes, so re-creating the diff
Test Plan:
ensure tests pass
Rollback Plan:
Differential Revision: D77871099
Pull Request resolved: https://github.com/pytorch/pytorch/pull/157715
Approved by: https://github.com/meetv18
