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turn on preconditioning #4511

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Run time

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Job	Run time
criteo_jax	3m 1s
criteo_pytorch	6m 12s
fastmri	4m 25s
imagenet_jax	5m 48s
imagenet_pytorch	3m 8s
ogbg	3m 19s
pytest	7m 47s
speech_jax	6m 43s
pytest-baselines	4m 55s
speech_pytorch	3m 53s
wmt_jax	13m 14s
wmt_pytorch	13m 51s
	1h 16m 16s