Table 3.
Averaged time consumption of one epoch for different datasets (Unit: second).
| Networks. | GunPoint | Lightning7 | Trace | OSULeaf | SyntheticControl | CBF | UMD |
|---|---|---|---|---|---|---|---|
| GRU | 1.13 | 4.74 | 4.17 | 26.56 | 0.36 | 1.52 | 1.05 |
| BiLSTM | 1.8 | 8.2 | 7.68 | 47.8 | 1.53 | 2.85 | 1.73 |
Averaged time consumption of one epoch for different datasets (Unit: second).
| Networks. | GunPoint | Lightning7 | Trace | OSULeaf | SyntheticControl | CBF | UMD |
|---|---|---|---|---|---|---|---|
| GRU | 1.13 | 4.74 | 4.17 | 26.56 | 0.36 | 1.52 | 1.05 |
| BiLSTM | 1.8 | 8.2 | 7.68 | 47.8 | 1.53 | 2.85 | 1.73 |