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Glossary: Deep Learning Basics

Batch

Also written: mini-batch, batches, batch size

A small group of examples (typically 32 to 256) used for one training step. Its gradient is a noisy but cheap estimate of the full gradient.

Where the book teaches it

Related terms

EpochSGDDataLoader