Steady-state Wind Flow Prediction on Wind Flow Prediction Dataset (test)
7.5Training Time (Epoch)AB-UPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AB-UPT# of trainable parameters=6.5M, Hardware=Nvidia A100 40Gb GPU, Batch size=12026.03 | 7.5 | 1.2 | 0.43 | |
| AB-SWIFT# of trainable parameters=6.5M, Hardware=Nvidia A100 40Gb GPU, Batch size=12026.03 | 8 | 1.21 | 0.39 | |
| GAOT# of trainable parameters=6.6M, Hardware=Nvidia A100 40Gb GPU, Batch size=12026.03 | 17 | 10 | 0.23 | |
| Transolver# of trainable parameters=6.0M, Hardware=Nvidia A100 40Gb GPU, Batch size=12026.03 | 27 | 23 | 0.31 | |
| BSMGN# of trainable parameters=0.4M, Hardware=Nvidia A100 40Gb GPU, Batch size=12026.03 | 90 | 36 | 0.6 |