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Published 20 hours ago • verified publisher icon wadhwasahil

Difference between chunks and batches?

Open haroonchoudery opened this issue 7 years ago • 2 comments

Hello - I was wondering what the difference between the two hyperparameters (chunks and batches)? I've been trying to wrap my head around this but can't seem to grasp it.

haroonchoudery avatar Jun 28 '17 21:06 haroonchoudery

There are same. Batch/chunk is nothing but a subset of your main dataset. TF/Theano all work in batches. SGD and parameters updates happen in batches. Batch training is much faster and produces converges to almost same minima.

wadhwasahil avatar Jun 29 '17 10:06 wadhwasahil

Thanks @wadhwasahil! But if they are both the same then why are they set as separate hyperparameters?

haroonchoudery avatar Jun 29 '17 14:06 haroonchoudery