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The underside layers which are nearer for the inputs (the ParallelConv1D blocks while in the diagram) are frozen plus the parameters will continue to be unchanged at more tuning the design. The layers which are not frozen (the upper layers that are nearer to the output, long short-term memory (LSTM) layer, along with the classifier produced up of a

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