A harbor-tug delay trainer runs 10 epochs with batch size 64 on 6,400 rows. What is one epoch, and how many parameter updates occur in each epoch?
Select an answer to reveal the explanation.
Short Explanation
Think of 10 epochs, batch size 64, 6,400 rows. One epoch is one full pass. Each epoch has 100 steps. An epoch is not one row, and batch size is not the epoch count.
Full Explanation
An epoch is one full pass through the training set. Batch size is the number of examples per update, and steps per epoch equal 6,400 divided by 64, which is 100. An epoch is not one row, batch size is not the epoch count, and Polly does not define those terms.