ADMM Convergence on Consensus 1.0 (val)
5.61Average IterationsLocal αi
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Local αiRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 5.61 | 0.16 | 96 | |
| CombinedRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 5.61 | 0.17 | 98 | |
| Global αRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 7.82 | 0.2 | 96 | |
| CombinedRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 10.47 | 0.25 | 96 | |
| Weight eijRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 11.19 | 0.24 | 96 | |
| AdaptiveRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 11.3 | 0.3 | 93 | |
| FixedRelative objective threshold (epsilon)=0.05, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 11.64 | 0.23 | 94 | |
| Local αiRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 12.72 | 0.28 | 89 | |
| Weight eijRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 15.62 | 0.32 | 92 | |
| AdaptiveRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 15.76 | 0.36 | 83 | |
| FixedRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 16.36 | 0.3 | 87 | |
| Global αRelative objective threshold (epsilon)=0.01, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 19.37 | 0.39 | 91 | |
| CombinedRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 23.56 | 0.44 | 90 | |
| AdaptiveRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 26.85 | 0.57 | 71 | |
| Local αiRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 26.88 | 0.51 | 80 | |
| Weight eijRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 27.38 | 0.46 | 82 | |
| FixedRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 29.42 | 0.5 | 76 | |
| Global αRelative objective threshold (epsilon)=0.001, Computational budget=1 second, Hardware=NVIDIA TITAN Xp2025.09 | 35.31 | 0.64 | 78 |