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The underside levels that happen to be nearer into the inputs (the ParallelConv1D blocks during the diagram) are frozen as well as parameters will remain unchanged at even more tuning the design. The levels which aren't frozen (the higher levels which are closer on the output, extended brief-term memory (LSTM) layer, and the classifier built up of
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