Iris Z

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Hmm. We do have a flag for distributed state dict checking this. Is this for when folks don't use dsd?

As @chrisociepa mentioned, the fix(https://github.com/pytorch/pytorch/pull/1234070) is landed in main. Therefore, closing the issue.