The underside levels that are closer towards the inputs (the ParallelConv1D blocks from the diagram) are frozen and the parameters will remain unchanged at even further tuning the product. The layers which are not frozen (the higher layers which can be closer to your output, extensive short-phrase memory (LSTM) layer, as well as the classifier manu

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