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Update README for Fully Sharded Data Parallel (facebookresearch#3331)
Summary: Pull Request resolved: facebookresearch#3331 Reviewed By: sshleifer Differential Revision: D26912554 Pulled By: myleott fbshipit-source-id: b45a161fbd52a12da13d7e011d562d35a5b5a1a7
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