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Tuner.scale_batch_size(max_val=1024) #20364

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@edmcman

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@edmcman

Description & Motivation

I'm always frustrated when scale_batch_size runs on a CPU machine, and ends up testing horribly large batch sizes like 2^25.

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I'd like to be able to pass an upper bound batch size as an argument. Batch sizes larger than the argument will never be tested.

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cc @Borda

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