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add mixed precision training #5245

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Run time

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Job	Run time
wmt_pytorch	13m 22s
wmt_jax	12m 45s
fastmri	5m 43s
imagenet_jax	5m 39s
pytest-baselines	4m 54s
speech_jax	5m 53s
criteo_pytorch	3m 54s
criteo_jax	4m 27s
ogbg	4m 13s
imagenet_pytorch	4m 37s
pytest-params	7m 54s
speech_pytorch	4m 28s
	1h 17m 49s