ADMM Convergence on Least-squares 1.0 (val)
5.31Average IterationsGlobal α
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Global αRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 5.31 | 0.22 | 94 | |
| CombinedRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 5.41 | 0.21 | 94 | |
| Local αiRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 6.27 | 0.22 | 89 | |
| AdaptiveRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 9.2 | 0.32 | 85 | |
| FixedRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 9.61 | 0.3 | 85 | |
| CombinedRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 10.13 | 0.34 | 83 | |
| Weight eijRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 10.88 | 0.33 | 86 | |
| Global αRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 11.3 | 0.36 | 76 | |
| Local αiRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 11.67 | 0.39 | 76 | |
| AdaptiveRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 13.29 | 0.44 | 59 | |
| FixedRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 14.72 | 0.44 | 60 | |
| Weight eijRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 15.68 | 0.47 | 63 | |
| CombinedRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 17.9 | 0.53 | 41 | |
| Global αRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 18.47 | 0.58 | 34 | |
| Local αiRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 18.97 | 0.6 | 35 | |
| Weight eijRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 19.54 | 0.56 | 39 | |
| AdaptiveRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 20.23 | 0.62 | 26 | |
| FixedRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 21.23 | 0.62 | 26 |