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As a result, it is the best practice to freeze all layers within the ParallelConv1D blocks and only good-tune the LSTM layers and also the classifier without having unfreezing the frozen layers (situation two-a, and also the metrics are demonstrated in the event that 2 in Table 2). The layers f