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The bottom layers which happen to be closer to the inputs (the ParallelConv1D blocks inside the diagram) are frozen along with the parameters will remain unchanged at even more tuning the design. The levels which aren't frozen (the higher layers which might be nearer towards the output, extended shorter-expression memory (LSTM) layer, plus the clas