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How to realize realtime classification for bidirectional lstm?

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layers = [
sequenceInputLayer(64, Minlength=4)
bilstmLayer(20)
bilstmLayer(10)
fullyConnectedLayer(2)
softmaxLayer
classificationLayer(2)]
I have trained a model using `layers`, everything work fine while doing forward inferencing using `classify`, when change to `classifyAndUpdateState` got wrong classification result.
My question is how to do real time frame by frame classification for bidirectional lstm? More specifically convert to C code using codegen.

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