Table 9.
Comparison of computational cost. time of 200 epochs on ‘DE -> FE’ of CWRU dataset is listed (in seconds). triplet loss of TLADA is imposed on last 20 epochs.
Task | CNN | DeepCoral | DDC | DAN | DCTLN | WDGRL | TLADA |
---|---|---|---|---|---|---|---|
Time (seconds) | 245 | 530 | 493 | 2543 | 930 | 823 | 2079 |