[Release 0.6.0] Batch cherry-pick #1057
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Summary: Pull Request resolved: #1050 Also fixed some wording and typos Test Plan: Imported from OSS Reviewed By: ejguan Differential Revision: D43625322 Pulled By: NivekT fbshipit-source-id: 37adee2d72fdf20c12560eb2134ef93749ac0293
Summary: As mentioned in #256 it would be useful to have this in all dp that use a `key_fn`. ### Changes - Add keep_key option to `MapKeyZipper` - Test for the new option - Improve example in documentation by using sphinx doctest Pull Request resolved: #1042 Reviewed By: ejguan Differential Revision: D43550124 Pulled By: NivekT fbshipit-source-id: 453418560dd586ebb9ce42dd27eb1bc86eb734d0
Summary: Following the change in PyTorch core. pytorch/pytorch@87e4a08 Pull Request resolved: #1051 Reviewed By: NivekT Differential Revision: D43629811 Pulled By: ejguan fbshipit-source-id: 9fb43b055ec5731c5854f69e9902d46764411092
Summary: Per title Pull Request resolved: #1053 Reviewed By: NivekT Differential Revision: D43622310 Pulled By: ejguan fbshipit-source-id: e1aa3c8f507bec0b5b87c1b4293ae9f6ce277436
Summary: Pull Request resolved: #1011 Test Plan: Imported from OSS Reviewed By: mingyuzh, ejguan Differential Revision: D43251818 Pulled By: NivekT fbshipit-source-id: 5c34e1a71438308366b473c5d4d075a8158088f1
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Cherry-picks: