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The underside levels which might be nearer to your inputs (the ParallelConv1D blocks from the diagram) are frozen plus the parameters will keep unchanged at even more tuning the design. The levels which are not frozen (the higher levels which might be nearer on the output, prolonged quick-phrase memory (LSTM) layer, as well as classifier made up of
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