Generalized Eigensolver on Thermal Diffusion
3.29End-to-End Time SpeedupDeepcontour
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepcontourTolerance=1e-2, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.11 | 3.29 | 2.97 | |
| DeepcontourTolerance=1e-2, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.11 | 3.17 | 2.48 | |
| DeepcontourTolerance=1e-4, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.11 | 3.14 | 2.51 | |
| DeepcontourTolerance=1e-7, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.11 | 3.07 | 2.41 | |
| DeepcontourTolerance=1e-12, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.11 | 3.02 | 2.42 | |
| DeepcontourTolerance=1e-10, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.11 | 2.97 | 2.34 | |
| DeepcontourTolerance=1e-4, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.11 | 2.88 | 2.39 | |
| DeepcontourTolerance=1e-2, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.11 | 2.87 | 2.41 | |
| DeepcontourTolerance=1e-7, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.11 | 2.76 | 2.32 | |
| DeepcontourTolerance=1e-4, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.11 | 2.74 | 2.35 | |
| DeepcontourTolerance=1e-7, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.11 | 2.67 | 2.2 | |
| DeepcontourTolerance=1e-10, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.11 | 2.61 | 2.18 | |
| DeepcontourTolerance=1e-10, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.11 | 2.55 | 2.11 | |
| DeepcontourTolerance=1e-12, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.11 | 2.46 | 2.21 | |
| DeepcontourTolerance=1e-12, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.11 | 2.39 | 2.15 | |
| DeepcontourTolerance=1e-2, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.11 | 2.19 | 1.87 | |
| DeepcontourTolerance=1e-2, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.11 | 2.12 | 1.95 | |
| DeepcontourTolerance=1e-7, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.11 | 2.12 | 1.79 | |
| DeepcontourTolerance=1e-4, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.11 | 2.11 | 1.8 | |
| DeepcontourTolerance=1e-10, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.11 | 2.01 | 1.68 | |
| DeepcontourTolerance=1e-4, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.11 | 1.98 | 1.86 | |
| DeepcontourTolerance=1e-7, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.11 | 1.93 | 1.81 | |
| DeepcontourTolerance=1e-12, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.11 | 1.93 | 1.78 | |
| DeepcontourTolerance=1e-10, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.11 | 1.89 | 1.75 | |
| DeepcontourTolerance=1e-12, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.11 | 1.81 | 1.74 |