The Bottom levels which might be closer for the inputs (the ParallelConv1D blocks within the diagram) are frozen as well as parameters will keep unchanged at even more tuning the model. The levels which aren't frozen (the upper levels which might be closer to the output, extensive limited-phrase memory (LSTM) http://bihao.xyz