Table 6 Comparison of computational efficiency of model training.

From: Application of stacked bidirectional LSTM neural networks in reservoir porosity prediction

Neural network model

Training time (s)

RNN

181.82

LSTM

188.55

Un-attention S-BiLSTM

146.30

S-BiLSTM

161.35