CODEWITHSUNDEEP
machine-learningdeep-learningkeras
user121
user121

Reputation: 931

How to plot epochs versus training accuracy in Keras?

I am working in Keras and would like to produce a plot like Figure 3 in this paper. In the caption of Figure 3 in the paper, its says 10 iterations correspond to 1 epoch. I assume this is due to the batch size used for training per epoch.If anyone has further insights to confirm this would be appreciated.

Upvotes: 0

Views: 398

Answers (1)

James Natale
James Natale

Reputation: 496

Epoch - One pass through the data, or how many times you have seen each record. Iteration - Update of the models parameters.

Basically they are saying that they updated the model parameters ten times per each pass through the data.

from https://deeplearning4j.org/glossary

Upvotes: 1

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