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Fsdp pytorch draft PR #4507

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Run time

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Job	Run time
criteo_jax	3m 17s
criteo_pytorch	3m 8s
fastmri	4m 29s
imagenet_jax	5m 40s
imagenet_pytorch	3m 15s
ogbg	3m 39s
pytest	7m 52s
pytest-baselines	5m 18s
speech_jax	6m 34s
speech_pytorch	3m 37s
wmt_jax	13m 18s
wmt_pytorch	14m 4s
	1h 14m 11s