Support Vector Machine Performance on MNIST (Iterations, Runtime)
1,000IterationsCADMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CADMMCores=128, #samples x #features=60000 × 7842017.06 | 1,000 | 930 | |
| CRB-ADMMCores=128, #samples x #features=60000 × 7842017.06 | 285 | 340 | |
| RB-ADMMCores=128, #samples x #features=60000 × 7842017.06 | 172 | 287 | |
| AADMMCores=128, #samples x #features=60000 × 7842017.06 | 73 | 127 | |
| ACADMMCores=128, #samples x #features=60000 × 7842017.06 | 41 | 88 |