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this PR is a followup of SimpleFSDP+EP PR. Here, we add a gradient_divide_factor follow FSDP2 to ensure modules wrapped by (FSDP+EP) has the correct gradient reduction value.
The original FSDP2 implementation is in this PR.

@meta-cla meta-cla bot added the CLA Signed This label is managed by the Meta Open Source bot. label Oct 3, 2025
@ruisizhang123 ruisizhang123 marked this pull request as draft October 3, 2025 03:41
@ruisizhang123 ruisizhang123 force-pushed the ruisi/gradient_divisor branch from 54df1da to 8a414cf Compare October 3, 2025 06:18
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