A honey-house desk trains on comb photos with harvest notes. One volunteer calls every single comb “an epoch,” and another calls a shuffled tray of sixteen pairs “the whole dataset.” Which assignment is correct?
Select an answer to reveal the explanation.
Short Explanation
A batch is a tray the shop processes before adjusting the recipe; an epoch is walking the whole warehouse once. One photo is not an epoch, and sixteen shuffled pairs are not automatically the full dataset. Keep batch, step, and epoch in those everyday sizes.
Full Explanation
A batch is the group of examples used for one parameter update. A training step typically applies that update after the batch. An epoch is one complete pass through the training set—not a single example and not an arbitrary tray mistaken for the whole archive.