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Specify layers with shared weights in a NetGraph or NetChain?

X. G.
Posted 7 years ago

I would like to train an ANN specifying that the weights of a group of layers are shared among them. Is it possible? I looked into the documentation but I could not find any reference to it.
POSTED BY: X. G.
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X. G.
X. G.
Posted 7 years ago

I think I found it: NetMapOperator, it's a new function in version 11.1.

NetMapOperator[net] can be seen as allowing a form of weight sharing between multiple copies of net, one for each sequence element that is being mapped.

Description of NetMapOperator
POSTED BY: X. G.
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