Inseparable Allen-Cahn Equation Solving on 100D Configuration
0.351Solution ErrorBackward mode SDGD (JAX)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Backward mode SDGD (JAX)Framework=JAX, Batch size=1002024.11 | 0.351 | — | — | |
| Forward-over-Backward SDGDComputing mode=Forward-over-Backward, Batch size=1002024.11 | 0.407 | — | — | |
| Forward LaplacianBatch size=1002024.11 | 0.433 | — | — | |
| Parallelized backward mode SDGDComputing mode=Parallelized, Batch size=1002024.11 | 0.687 | — | — | |
| Backward mode SDGD (PyTorch)Framework=PyTorch, Batch size=1002024.11 | 0.7187 | — | — | |
| STDEBatch size=1002024.11 | 1.03 | — | — | |
| STDE (batch size=16)Batch size=162024.11 | 1.89 | — | — |