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The underside layers which can be nearer on the inputs (the ParallelConv1D blocks within the diagram) are frozen as well as parameters will continue to be unchanged at more tuning the product. The layers which aren't frozen (the higher layers which might be closer to your output, extended short-expression memory (LSTM) layer, and the classifier des