Error: A Layer Sequence with 'nnet.cnn.​layer.Batc​hNormaliza​tionLayer' immediately following 'nnet.cnn.​layer.ReLU​Layer' is not currently supported.

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Rubén
Rubén 2023-5-19
回答： Donald Baltus 2023-5-24
Hello,
I have a pretrained NN imported from TensorFlow in a DAGNetwork object. However, when I try to compile the NN with Deep Learning HDL Toolbox, I get the following error:
Error using dnnfpga.compiler.codegenfpga
A Layer Sequence with 'nnet.cnn.layer.BatchNormalizationLayer' immediately following 'nnet.cnn.layer.ReLULayer' is not currently
supported. A Batchnorm layer must follow a convolutional layer.
The NN has not the sequence BatchNormalization layer + ReLu layer. BatchNormalization layer is always followed by a convolution layer as it is suggested.
Find the NN in the following link: NN.mat
Could you help me with this issue?

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采纳的回答

Donald Baltus
Donald Baltus 2023-5-24
Hello,
The error message says the network cannot include a batch normalization layer immediately AFTER a relu l;ayer. This newtork includes that sequence in several places (for instance layers 5 and 6).
Please follow up if you have more questions.

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