CODEWITHSUNDEEP
machine-learningneural-networkdeep-learningconv-neural-network
ronroo
ronroo

Reputation: 595

Training a convolutional neural network by layer-wise

Are there approaches to train a convolutional neural network by layer-wise(Instead of end-to-end), to understand how each layer contributes to the final architecture performance?

Upvotes: 0

Views: 228

Answers (1)

Thomas Pinetz
Thomas Pinetz

Reputation: 7148

You can freeze every other layer and only train one layer at a time. After each epoch/iteration you can freez other layers and only train one other layer. So this is possible.

Upvotes: 1

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