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Because of this, it is the best exercise to freeze all levels within the ParallelConv1D blocks and only fantastic-tune the LSTM layers along with the classifier without unfreezing the frozen levels (circumstance two-a, plus the metrics are proven in case 2 in Desk two). The levels frozen are regarded as capable to extract general attributes across