public IWeightTensor Decode(IWeightTensor input, AttentionPreProcessResult attenPreProcessResult, int batchSize, IComputeGraph g)
{
var V = input;
var lastStatus = this.m_decoders.LastOrDefault().Cell;
var context = m_attentionLayer.Perform(lastStatus, attenPreProcessResult, batchSize, g);
foreach (var decoder in m_decoders)
{
var e = decoder.Step(context, V, g);
V = e;
}
return(V);
}
public IWeightTensor Decode(IWeightTensor input, AttentionPreProcessResult attenPreProcessResult, int batchSize, IComputeGraph g)
{
IWeightTensor V = input;
IWeightTensor lastStatus = m_decoders.LastOrDefault().Cell;
IWeightTensor context = m_attentionLayer.Perform(lastStatus, attenPreProcessResult, batchSize, g);
foreach (LSTMAttentionDecoderCell decoder in m_decoders)
{
IWeightTensor e = decoder.Step(context, V, g);
V = e;
}
IWeightTensor eOutput = g.Dropout(V, batchSize, m_dropoutRatio, false);
// eOutput = m_decoderFFLayer.Process(eOutput, batchSize, g);
return(eOutput);
}