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ResearchFormerly WizWand

Generalized Eigensolver on Thermal Diffusion N=50000 (test)

3.53End-to-End SpeedupDeepcontour
1.53322.05162.573.0884Nov 2, 2025
Updated 5mo ago

Evaluation results

MethodLinks
DeepcontourTolerance=1e-4, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.113.532.54
DeepcontourTolerance=1e-2, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.113.252.82
DeepcontourTolerance=1e-10, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.113.22.91
DeepcontourTolerance=1e-2, Baseline Comparison=GD, CI Solver=FEAST2025.112.852.75
DeepcontourTolerance=1e-2, Baseline Comparison=JD, CI Solver=FEAST2025.112.791.97
DeepcontourTolerance=1e-12, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.112.792.72
DeepcontourTolerance=1e-7, Baseline Comparison=Arnoldi, CI Solver=FEAST2025.112.622.76
DeepcontourTolerance=1e-4, Baseline Comparison=GD, CI Solver=FEAST2025.112.572.43
DeepcontourTolerance=1e-4, Baseline Comparison=JD, CI Solver=FEAST2025.112.562.28
DeepcontourTolerance=1e-10, Baseline Comparison=GD, CI Solver=FEAST2025.112.461.81
DeepcontourTolerance=1e-10, Baseline Comparison=JD, CI Solver=FEAST2025.112.451.8
DeepcontourTolerance=1e-12, Baseline Comparison=GD, CI Solver=FEAST2025.112.432.05
DeepcontourTolerance=1e-7, Baseline Comparison=GD, CI Solver=FEAST2025.112.32.04
DeepcontourTolerance=1e-7, Baseline Comparison=JD, CI Solver=FEAST2025.112.292.01
DeepcontourTolerance=1e-12, Baseline Comparison=JD, CI Solver=FEAST2025.112.212.02
DeepcontourTolerance=1e-4, Baseline Comparison=Lanczos, CI Solver=FEAST2025.111.921.61
DeepcontourTolerance=1e-12, Baseline Comparison=Lanczos, CI Solver=FEAST2025.111.81.5
DeepcontourTolerance=1e-2, Baseline Comparison=Lanczos, CI Solver=FEAST2025.111.771.57
DeepcontourTolerance=1e-2, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.111.761.56
DeepcontourTolerance=1e-7, Baseline Comparison=Lanczos, CI Solver=FEAST2025.111.721.75
DeepcontourTolerance=1e-12, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.111.721.48
DeepcontourTolerance=1e-7, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.111.711.55
DeepcontourTolerance=1e-4, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.111.621.6
DeepcontourTolerance=1e-10, Baseline Comparison=Lanczos, CI Solver=FEAST2025.111.621.39
DeepcontourTolerance=1e-10, Baseline Comparison=KrylovSchur, CI Solver=FEAST2025.111.611.38