Table 3 The hyper-parameter values in this study.
Hyper-parameters | Setting |
---|---|
Learning rate (lr) | 0.001 |
Optimizer | \(Adamax(lr=0.001, beta_1=0.9,\) |
\(beta_2=0.999, epsilon=1e-08)\) | |
Kernal size | 5 |
\(Num\_layers\) | 4 |
\(D\_model\) (dimensionality of vectors) | 64 |
\(Num\_units\) | 64 |
\(Batch\_size\) | 32 |
Epochs | 50 |