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The bottom levels which can be nearer to the inputs (the ParallelConv1D blocks within the diagram) are frozen along with the parameters will continue to be unchanged at even more tuning the product. The levels which are not frozen (the higher levels which are nearer for the output, lengthy shorter-time period memory (LSTM) layer, along with the cla