Error using layerGraph in Neural Network toolbox
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I tried to run the example given in the sequenceInputLayer documentation and plot the layergraph. The error message is unexpected ("Layer array must not contain a sequence input layer"!). What's wrong???
layers = [ ... sequenceInputLayer(12) lstmLayer(100,'OutputMode','last') fullyConnectedLayer(9) softmaxLayer classificationLayer]; lgraph = layerGraph(layers); Error using nnet.internal.cnn.util.validateLayersForLayerGraph (line 28) Layer array must not contain a sequence input layer.
Error in layerGraph>iPostProcessParsingResultsForConstructor (line 86) inputArguments.Layers = nnet.internal.cnn.util.validateLayersForLayerGraph(results.Layers);
Error in layerGraph (line 46) inputArguments = iPostProcessParsingResultsForConstructor(parser.Results);
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John Smith
le 15 Jan 2019
It's a limitation of Matlab (at least until 2018b).
Documentations says: Layer graphs cannot specify the architecture of long short-term memory (LSTM) networks.
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