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With https://fb.workplace.com/groups/260102303573409/permalink/787294574187510/ issue, it might be a better idea to just speedup _realize_dict and keep the changes very local. So reverting this PR as well, to return to clean slate. Pull Request resolved: https://github.com/pytorch/pytorch/pull/163385 Approved by: https://github.com/jansel