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The bottom layers which happen to be nearer towards the inputs (the ParallelConv1D blocks in the diagram) are frozen plus the parameters will remain unchanged at further more tuning the product. The layers which are not frozen (the higher levels that are nearer on the output, long limited-time period memory (LSTM) layer, plus the classifier built u

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