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The underside levels that happen to be nearer on the inputs (the ParallelConv1D blocks within the diagram) are frozen as well as parameters will remain unchanged at more tuning the product. The layers which aren't frozen (the upper layers that happen to be closer to your output, extended shorter-time period memory (LSTM) layer, along with the class

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