Pruning in Keras

Question

I\'m trying to design a neural network using Keras with priority on prediction performance, and I cannot get sufficiently high accuracy by further reducing the number of lay

Answer 1

Take a look at Keras Surgeon: https://github.com/BenWhetton/keras-surgeon

I have not tried it myself, but the documentation claims that it has functions to remove or insert nodes.

Also, after looking at some papers on pruning, it seems that many researchers create a new model with less channels (or less layers), and then copy the weights from the original model to the new model.