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Due to this fact, it is the best observe to freeze all layers inside the ParallelConv1D blocks and only great-tune the LSTM layers and also the classifier without unfreezing the frozen levels (circumstance 2-a, plus the metrics are proven in case two in Desk two). The layers frozen are considered in the position to extract standard functions acros