Multi-output network design in "Deep Network Designer"

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Samen P 2021-8-5

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https://ww2.mathworks.cn/matlabcentral/answers/892677-multi-output-network-design-in-deep-network-designer

回答： Yomna Genina 2021-8-19

Hi,

Is it possible to design single input/multi output network in Deep Network Designer"? If so, is there any example to show this case.

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KSSV 2021-8-5

What is your problem? Wha for you are targetting Deep Learning?

Samen P 2021-8-5

I am using 2d spectrograms and have 10 outputs where each one could be 0 and 1. It is possible that more than one output be 1.

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Answer 1

Yomna Genina 2021-8-19

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https://ww2.mathworks.cn/matlabcentral/answers/892677-multi-output-network-design-in-deep-network-designer#answer_770489

It is possible to design a multi-output network in Deep Network Designer, however it is not possible to train it using Deep Network Designer as training multi-output networks is not support with trainNetwork.

To train a multi-output network, you could build the network first using Deep Network Designer then export the network to workspace, then convert the layer graph to a dlnetwork and use custom training to train it.

Here is an example on creating a multi-output layer graph, converting the layer graph to dlnetwork then using custom training to train the multi-output network:

https://www.mathworks.com/help/deeplearning/ug/train-network-with-multiple-outputs.html