Solving Partial Differential Equations on Burgers (test)
0.0321Absolute ErrorDCGD + ModSync
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCGD + ModSyncNumber of layers=5, Width=5122026.06 | 0.0321 | 0.033 | |
| ConFIG + ModSyncNumber of layers=5, Width=5122026.06 | 0.0415 | 0.042 | |
| AdamNumber of layers=5, Width=5122026.06 | 0.0993 | 0.101 | |
| CAGradNumber of layers=5, Width=5122026.06 | 0.2867 | 0.291 | |
| PCGradNumber of layers=5, Width=5122026.06 | 0.2913 | 0.296 | |
| NTKNumber of layers=5, Width=5122026.06 | 0.4628 | 0.471 | |
| LRANumber of layers=5, Width=5122026.06 | 0.6251 | 0.636 | |
| MultiAdamNumber of layers=5, Width=5122026.06 | 13.13 | 13.35 | |
| DCGDNumber of layers=5, Width=5122026.06 | 33.57 | 34.15 | |
| ConFIGNumber of layers=5, Width=5122026.06 | 60.75 | 61.8 |