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BN fixes in JAX #4412

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Run time

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Job	Run time
fastmri	4m 3s
wmt_jax	12m 40s
criteo_jax	2m 47s
criteo_pytorch	2m 46s
imagenet_jax	5m 27s
imagenet_pytorch	2m 58s
ogbg	3m 17s
speech_pytorch	3m 21s
speech_jax	4m 30s
wmt_pytorch	13m 44s
pytest-baselines	4m 54s
pytest	7m 55s
	1h 8m 22s