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The underside levels that happen to be closer into the inputs (the ParallelConv1D blocks from the diagram) are frozen as well as the parameters will remain unchanged at further tuning the product. The levels which are not frozen (the higher levels which happen to be nearer on the output, very long small-term memory (LSTM) layer, as well as classifi