[JAX SC] Refactor input preprocessing to optimize non-minibatching path. Remove bucketetization overhead when minibatching is disabled or in pass 1. #541
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…th. Remove bucketetization overhead when minibatching is disabled or in pass 1. * `4.39%` geomean reduction in wall time with `0.24%` CPU time increase and `4.23%` cycles reduction. PiperOrigin-RevId: 826579723
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[JAX SC] Refactor input preprocessing to optimize non-minibatching path. Remove bucketetization overhead when minibatching is disabled or in pass 1.
4.39%geomean reduction in wall time with0.24%CPU time increase and4.23%cycles reduction.