Table 7.
Mode | Initialization | Optimizer | Regularizer | Learning Rate | Epochs | Training Time |
---|---|---|---|---|---|---|
Detection | Random | GSD | BN, Dropout | 0.01 | 100 | 68 h |
Detection | Random | GSD | BN, Dropout | 0.001 | 30 | 36 h |
Detection | Random | GSD | BN, Dropout | 0.0001 | 20 | 24 h |
Classification | Random | GSD | BN, Dropout | 0.01 | 700 | 52 h |
Classification | Random | GSD | BN, Dropout | 0.001 | 200 | 31 h |
Classification | Random | GSD | BN, Dropout | 0.0001 | 100 | 23 h |