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The underside levels which are closer for the inputs (the ParallelConv1D blocks in the diagram) are frozen plus the parameters will stay unchanged at further tuning the design. The levels which are not frozen (the upper levels which might be closer on the output, long short-expression memory (LSTM) layer, as well as the classifier produced up of en

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