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AutoTP: sequence sharding for training - #8860

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AutoTP: sequence sharding for training #8860
pengdurice wants to merge 3 commits into
deepspeedai:masterfrom
pengdurice:peng-add-autotp-sequence-sharding-v1

AutoTP sequence sharding: release the gathered block input at the end…

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