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Table 4 Training time of modified models

From: Antimicrobial peptide identification using multi-scale convolutional network

Model

Time for training on each epoch(s)

Replacing embedding layer

13.69

Replacing multi-scale convolutional network

13.95

Replacing pooling1 with LSTM

121.4

Without pooling2

56.06

Additional dense layers

58.45

proposed model

56.36