Generalized Eigensolver on Thermal Diffusion N=50000 (test)
3.53End-to-End SpeedupDeepcontour
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepcontourTolerance=1e-4, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 3.53 | 2.54 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 3.25 | 2.82 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 3.2 | 2.91 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.85 | 2.75 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.79 | 1.97 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 2.79 | 2.72 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.11 | 2.62 | 2.76 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.57 | 2.43 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.56 | 2.28 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.46 | 1.81 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.45 | 1.8 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.43 | 2.05 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=GD, CI Solver=FEAST2025.11 | 2.3 | 2.04 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.29 | 2.01 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=JD, CI Solver=FEAST2025.11 | 2.21 | 2.02 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 1.92 | 1.61 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 1.8 | 1.5 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 1.77 | 1.57 | |
| DeepcontourTolerance=1e-2, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.76 | 1.56 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 1.72 | 1.75 | |
| DeepcontourTolerance=1e-12, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.72 | 1.48 | |
| DeepcontourTolerance=1e-7, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.71 | 1.55 | |
| DeepcontourTolerance=1e-4, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.62 | 1.6 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=Lanczos, CI Solver=FEAST2025.11 | 1.62 | 1.39 | |
| DeepcontourTolerance=1e-10, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.11 | 1.61 | 1.38 |