public static RNN <T> CreateRNN(NETWORKTYPE networkType) { RNN <T> rnn = null; switch (networkType) { case NETWORKTYPE.Forward: rnn = new ForwardRNN <T>(); break; case NETWORKTYPE.ForwardSeq2Seq: rnn = new ForwardRNNSeq2Seq <T>(); break; case NETWORKTYPE.ForwardSeq2SeqLabeling: rnn = new ForwardRNNSeq2SeqLabeling <T>(); break; case NETWORKTYPE.BiDirectional: rnn = new BiRNN <T>(); break; case NETWORKTYPE.BiDirectionalAverage: rnn = new BiRNNAvg <T>(); break; } return(rnn); }
public override RNN <T> Clone() { List <SimpleLayer> hiddenLayers = new List <SimpleLayer>(); List <float[]>[] denseFeatureGroupsList = new List <float[]> [HiddenLayerList.Count]; int i = 0; foreach (SimpleLayer layer in HiddenLayerList) { hiddenLayers.Add(layer.CreateLayerSharedWegiths()); denseFeatureGroupsList[i] = new List <float[]>(); i++; } List <float[]> denseFeatureGroupsOutputLayer = new List <float[]>(); ForwardRNNSeq2Seq <T> rnn = new ForwardRNNSeq2Seq <T>(); rnn.HiddenLayerList = hiddenLayers; rnn.OutputLayer = OutputLayer.CreateLayerSharedWegiths(); rnn.CRFWeights = CRFWeights; rnn.denseFeatureGroupsList = denseFeatureGroupsList; rnn.denseFeatureGroupsOutputLayer = denseFeatureGroupsOutputLayer; rnn.sparseFeatureGorups = new List <SparseVector>(); rnn.MaxSeqLength = MaxSeqLength; rnn.bVQ = bVQ; rnn.IsCRFTraining = IsCRFTraining; if (rnn.IsCRFTraining) { rnn.InitializeCRFVariablesForTraining(); } return(rnn); }
public override RNN <T> Clone() { List <SimpleLayer> hiddenLayers = new List <SimpleLayer>(); foreach (SimpleLayer layer in HiddenLayerList) { hiddenLayers.Add(layer.CreateLayerSharedWegiths()); } ForwardRNNSeq2Seq <T> rnn = new ForwardRNNSeq2Seq <T>(); rnn.HiddenLayerList = hiddenLayers; rnn.OutputLayer = OutputLayer.CreateLayerSharedWegiths(); rnn.CRFTagTransWeights = CRFTagTransWeights; rnn.MaxSeqLength = MaxSeqLength; rnn.crfLocker = crfLocker; return(rnn); }
public override RNN <T> Clone() { List <SimpleLayer> hiddenLayers = new List <SimpleLayer>(); foreach (SimpleLayer layer in HiddenLayerList) { hiddenLayers.Add(layer.CreateLayerSharedWegiths()); } ForwardRNNSeq2Seq <T> rnn = new ForwardRNNSeq2Seq <T>(); rnn.HiddenLayerList = hiddenLayers; rnn.OutputLayer = OutputLayer.CreateLayerSharedWegiths(); rnn.CRFWeights = CRFWeights; rnn.MaxSeqLength = MaxSeqLength; rnn.bVQ = bVQ; rnn.IsCRFTraining = IsCRFTraining; if (rnn.IsCRFTraining) { rnn.InitializeCRFVariablesForTraining(); } return(rnn); }