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[Refactor] Switch gradient checkpointing to the non-reentrant implementation (1/3) - #1979

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HAOCHENYE wants to merge 10 commits into
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[Refactor] Switch gradient checkpointing to the non-reentrant implementation (1/3)#1979
HAOCHENYE wants to merge 10 commits into
mainfrom
feat/sac-nonlegacy-base

[Fix] Keep FSDP outside activation checkpoint replay

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