Solving the Inseparable Allen-Cahn equation on 10K D Configuration
0.0547Solution ErrorForward-over-Backward SDGD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Forward-over-Backward SDGDComputing mode=Forward-over-Backward, Batch size=1002024.11 | 0.0547 | — | — | |
| STDE (batch size=16)Batch size=162024.11 | 0.0833 | — | — | |
| Backward mode SDGD (PyTorch)Framework=PyTorch, Batch size=1002024.11 | 0.1864 | — | — | |
| Parallelized backward mode SDGDComputing mode=Parallelized, Batch size=1002024.11 | 0.259 | — | — | |
| STDEBatch size=1002024.11 | 0.345 | — | — | |
| Backward mode SDGD (JAX)Framework=JAX, Batch size=1002024.11 | 0.346 | — | — | |
| Forward LaplacianBatch size=1002024.11 | 0.558 | — | — |