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The underside layers which can be closer towards the inputs (the ParallelConv1D blocks while in the diagram) are frozen and the parameters will stay unchanged at further tuning the product. The levels which aren't frozen (the upper levels which are nearer to your output, very long quick-time period memory (LSTM) layer, and also the classifier creat