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The underside levels that happen to be closer for the inputs (the ParallelConv1D blocks while in the diagram) are frozen plus the parameters will continue to be unchanged at further tuning the product. The layers which aren't frozen (the upper layers which can be nearer to the output, very long quick-phrase memory (LSTM) layer, plus the classifier
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