Hyperparameter Optimization on Cifar100 PD1 (val)
22.1Validation ErrorPriorBand
Evaluation results
| Method | Links | |
|---|---|---|
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 22.1 | |
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 23.7 | |
| PriorBandBudget Horizon=12x, Prior Quality=Near Optimum2023.06 | 23.8 | |
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 23.9 | |
| PriorBandBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 24.3 | |
| PriorBandBudget Horizon=12x, Prior Quality=Good2023.06 | 24.8 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 25.6 | |
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 25.8 | |
| PriorBandBudget Horizon=1x, Prior Quality=Good2023.06 | 25.9 | |
| ASHABudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 27.1 | |
| ASHABudget Horizon=5x, Prior Quality=Good2023.06 | 27.1 | |
| ASHABudget Horizon=5x, Prior Quality=Bad2023.06 | 27.1 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 27.9 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Good2023.06 | 27.9 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Bad2023.06 | 27.9 | |
| PriorBandBudget Horizon=12x, Prior Quality=Bad2023.06 | 29.7 | |
| ASHABudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 41.1 | |
| ASHABudget Horizon=1x, Prior Quality=Good2023.06 | 41.1 | |
| ASHABudget Horizon=1x, Prior Quality=Bad2023.06 | 41.1 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 43.4 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Good2023.06 | 43.4 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Bad2023.06 | 43.4 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 47.3 | |
| PriorBandBudget Horizon=1x, Prior Quality=Bad2023.06 | 65.7 |