The Underside layers that are nearer on the inputs (the ParallelConv1D blocks inside the diagram) are frozen as well as the parameters will stay unchanged at further tuning the product. The layers which aren't frozen (the higher layers which are nearer for the output, lengthy shorter-expression memory (LSTM) layer, as http://bihao.xyz