How to average model over epochs

General Discussion
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#1

Hi,

I trained a model with a tensorflow.keras.Model object. I want to average the model parameters over the last ~10 epochs and then use the average model to predict on my test set.

Is there a simple way to do this?

#3
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#5

Thanks! This is exactly what I’m looking for.

Is there a way to average over just the last N epochs instead of all of the epochs?

If I train the model normally and then call model.fit again with an AverageModelCheckpoint, then will it average over all epochs or just the ones from the second call to model.fit?