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Consequently, it is the best observe to freeze all levels in the ParallelConv1D blocks and only fine-tune the LSTM layers and the classifier without having unfreezing the frozen layers (case two-a, and the metrics are revealed in the event 2 in Table two). The levels frozen are thought of able to extract normal attributes across tokamaks, whilst T