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cosmetic and functional fixes to scoring code #4339

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Run time

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Job	Run time
fastmri	4m 19s
imagenet_jax	5m 32s
wmt_jax	12m 46s
wmt_pytorch	14m 10s
criteo_jax	3m 0s
criteo_pytorch	3m 31s
imagenet_pytorch	3m 1s
ogbg	4m 22s
pytest	7m 35s
pytest-baselines	5m 17s
speech_jax	6m 51s
speech_pytorch	3m 28s
	1h 13m 52s