How to get deep learning layer output size?

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I am getting to know MATLAB's capability with deep learning (I am fluent in TensorFlow).
I built a very big computation graph.
My question is :
How can I get a specific layer's output sizes without training the network? (for dubugging purposes)
I know that I can do:
features = activations(net,X,layer)
but this requires me to train the network (I want to avoid it since it will take a while).

Accepted Answer

Maria Duarte Rosa
Maria Duarte Rosa on 5 Apr 2019
Utkarsh Virtuous
Utkarsh Virtuous on 19 Jan 2021
net.Layers().Weights give you the learned parameters. Specify the layer number in bracket.

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