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The bottom layers which are nearer towards the inputs (the ParallelConv1D blocks inside the diagram) are frozen along with the parameters will keep unchanged at even further tuning the product. The levels which are not frozen (the upper levels which might be nearer for the output, lengthy shorter-expression memory (LSTM) layer, as well as the class

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