Generalized Eigensolver on Piezoelectric Coupled-Field N=50000 (test)
3.18End-to-End SpeedupDeepcontour
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepcontourTolerance=1e-2, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 3.18 | 2.82 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 2.87 | 2.04 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.86 | 1.8 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 2.82 | 1.8 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.81 | 1.79 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 2.79 | 2.19 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 2.78 | 2.14 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.77 | 1.99 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.61 | 1.79 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 2.53 | 1.78 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.47 | 2.63 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.46 | 2.08 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.43 | 2.18 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.42 | 2.07 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 2.32 | 1.65 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.31 | 1.82 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 2.3 | 1.54 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.12 | 1.76 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 2.09 | 1.64 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 1.99 | 1.82 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 1.99 | 1.75 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.98 | 1.81 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.98 | 1.53 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.65 | 1.53 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.52 | 1.56 |