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batch proportion instead of batch size #17

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topepo opened this issue Dec 4, 2020 · 1 comment
Open

batch proportion instead of batch size #17

topepo opened this issue Dec 4, 2020 · 1 comment

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@topepo
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topepo commented Dec 4, 2020

This would be much easier to tune
@dfalbel
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dfalbel commented Dec 4, 2020

I think we usually tune the batch_size to be small as possible while making good estimates of the gradient and that shouldn't depend on the dataset size.

Maybe we could accept both integers and fractions and just interpret (0-1] as fractions and >1 as batch_size?

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@dfalbel @topepo