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In this simplified version of the SGD update there is a clear relationship between momentum and the batch size . What is that relation? Specifically,

In this simplified version of the SGD update there is a clear relationship between momentum and the batch size . What is that relation? Specifically, let's assume we train a model with momentum and a batch size . How should we change the momentum if we now have a GPU with more memory and can use a batch size of ? Specify the momentum that would lead to equivalent gradient updated in the simplified SGD update equation above. Round to two decimal digits (e.g.0.12).

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