Solving Partial Differential Equations on Klein-Gordon 3D (test)
3.177Absolute ErrorNTK
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NTKNumber of layers=5, Width=5122026.06 | 3.177 | 2.695 | |
| DCGD + ModSyncNumber of layers=5, Width=5122026.06 | 4.274 | 3.627 | |
| PCGradNumber of layers=5, Width=5122026.06 | 4.526 | 3.841 | |
| DCGDNumber of layers=5, Width=5122026.06 | 4.78 | 4.056 | |
| CAGradNumber of layers=5, Width=5122026.06 | 5.294 | 4.492 | |
| AdamNumber of layers=5, Width=5122026.06 | 5.298 | 4.496 | |
| ConFIG + ModSyncNumber of layers=5, Width=5122026.06 | 5.501 | 4.668 | |
| ConFIGNumber of layers=5, Width=5122026.06 | 6.784 | 5.756 | |
| LRANumber of layers=5, Width=5122026.06 | 7.904 | 6.707 | |
| MultiAdamNumber of layers=5, Width=5122026.06 | 27.29 | 23.15 |