Table 5 Training time analyses.
Samples | Training time (sec) | |||
|---|---|---|---|---|
GDAG-SCTT | LT-GCN [1] | Traffexplainer [2] | STGCN [3] | |
800 | 200 | 248 | 280 | 312 |
1600 | 215 | 275 | 315 | 355 |
2400 | 235 | 295 | 335 | 375 |
3200 | 255 | 315 | 355 | 395 |
4000 | 280 | 340 | 380 | 410 |
4800 | 315 | 375 | 415 | 445 |
5600 | 335 | 395 | 435 | 475 |
6400 | 370 | 430 | 470 | 510 |
7200 | 415 | 475 | 515 | 545 |
8000 | 435 | 495 | 525 | 565 |