Hyperparameter Optimization on ImageNet PD1 (val)
21.7Validation ErrorPriorBand
Evaluation Results
| Method | Links | |
|---|---|---|
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 21.7 | |
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 21.8 | |
| PriorBandBudget Horizon=12x, Prior Quality=Good2023.06 | 21.9 | |
| PriorBandBudget Horizon=1x, Prior Quality=Good2023.06 | 22.4 | |
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 22.4 | |
| PriorBandBudget Horizon=12x, Prior Quality=Near Optimum2023.06 | 22.8 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Good2023.06 | 25.4 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 25.5 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 25.7 | |
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 25.7 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Bad2023.06 | 25.8 | |
| PriorBandBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 25.9 | |
| ASHABudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 26.5 | |
| ASHABudget Horizon=5x, Prior Quality=Good2023.06 | 26.5 | |
| ASHABudget Horizon=5x, Prior Quality=Bad2023.06 | 26.5 | |
| PriorBandBudget Horizon=12x, Prior Quality=Bad2023.06 | 28 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 31.5 | |
| PriorBandBudget Horizon=1x, Prior Quality=Bad2023.06 | 32.4 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 33.3 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Good2023.06 | 33.3 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Bad2023.06 | 33.5 | |
| ASHABudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 36.6 | |
| ASHABudget Horizon=1x, Prior Quality=Good2023.06 | 36.6 | |
| ASHABudget Horizon=1x, Prior Quality=Bad2023.06 | 36.6 |