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ResearchFormerly WizWand

Generalized Eigensolver on Thermal Diffusion

3.29End-to-End Time SpeedupDeepcontour
1.75082.15042.552.9496Nov 2, 2025
Updated 4mo ago

Evaluation results

MethodLinks
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.113.292.97
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.113.172.48
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.113.142.51
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.113.072.41
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.113.022.42
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=Arnoldi-Scout, Matrix Dimension (N)=500002025.112.972.34
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.882.39
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.872.41
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.762.32
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.742.35
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.672.2
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.612.18
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.552.11
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=GD-Scout, Matrix Dimension (N)=500002025.112.462.21
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=JD-Scout, Matrix Dimension (N)=500002025.112.392.15
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.191.87
DeepcontourTolerance=1e-2, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.112.121.95
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.121.79
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.111.8
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.112.011.68
DeepcontourTolerance=1e-4, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.111.981.86
DeepcontourTolerance=1e-7, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.111.931.81
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=Lanczos-Scout, Matrix Dimension (N)=500002025.111.931.78
DeepcontourTolerance=1e-10, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.111.891.75
DeepcontourTolerance=1e-12, Baseline Scout Algorithm=KrylovSchur-Scout, Matrix Dimension (N)=500002025.111.811.74