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How can I get the output of each layer?

Now, I am trying to run the python version mtcnn(https://github.com/DuinoDu/mtcnn) which I am going to use it for face detection on NCS, I successfully compiled the graph file. From the demo on the github, it needs the output of different layer, like the conv4-2, conv6-2, conv6-3 and prob1 .etc, how can I get the result of each layer. I try to compile it without the -in and -on option, but the output of the graph result are the same, is there any examples running the mtcnn?

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