Speed (it/s) on Two-body Allen-Cahn equation 1KD
1,200Speed (it/s)SDZE
Evaluation results
| Method | Links | |
|---|---|---|
| SDZEDerivative computation order=Zeroth-order (ZO), Implementation framework=JAX2026.03 | 1,200 | |
| STDE (FO)Derivative computation order=First-order (FO), Implementation framework=JAX2026.03 | 1,054.39 | |
| Parallelized backward mode SDGD (FO)Derivative computation order=First-order (FO), Implementation framework=JAX, Parallelization=enabled2026.03 | 845.21 | |
| Forward-over-Backward SDGD (FO)Derivative computation order=First-order (FO), Implementation framework=JAX2026.03 | 560.91 | |
| Forward Laplacian (FO)Derivative computation order=First-order (FO), Implementation framework=JAX2026.03 | 373.73 | |
| Mixed-mode SDGD (AD-Spatial + ZO-Param)Derivative computation order=Mixed (AD-Spatial + ZO-Param), Implementation framework=JAX2026.03 | 37.04 | |
| Backward mode SDGD (FO)Derivative computation order=First-order (FO), Implementation framework=JAX2026.03 | 3.7 |