Hyperparameter Optimization on PD1-LM1B (val)
0.628Validation ErrorPriorBand
Evaluation Results
| Method | Links | |
|---|---|---|
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 0.628 | |
| PriorBandBudget Horizon=12x, Prior Quality=Near Optimum2023.06 | 0.632 | |
| PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 0.637 | |
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 0.638 | |
| PriorBandBudget Horizon=12x, Prior Quality=Good2023.06 | 0.642 | |
| PriorBandBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 0.643 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 0.646 | |
| PriorBandBudget Horizon=5x, Prior Quality=Good2023.06 | 0.647 | |
| PriorBandBudget Horizon=12x, Prior Quality=Bad2023.06 | 0.648 | |
| ASHABudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 0.649 | |
| ASHABudget Horizon=5x, Prior Quality=Good2023.06 | 0.649 | |
| ASHABudget Horizon=5x, Prior Quality=Bad2023.06 | 0.649 | |
| PriorBandBudget Horizon=1x, Prior Quality=Good2023.06 | 0.65 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Bad2023.06 | 0.654 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Near Optimum2023.06 | 0.655 | |
| AsyncHBBudget Horizon=5x, Prior Quality=Good2023.06 | 0.655 | |
| PriorBandBudget Horizon=5x, Prior Quality=Bad2023.06 | 0.656 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 0.663 | |
| ASHABudget Horizon=1x, Prior Quality=Near Optimum2023.06 | 0.665 | |
| ASHABudget Horizon=1x, Prior Quality=Good2023.06 | 0.665 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Good2023.06 | 0.665 | |
| ASHABudget Horizon=1x, Prior Quality=Bad2023.06 | 0.665 | |
| AsyncHBBudget Horizon=1x, Prior Quality=Bad2023.06 | 0.665 | |
| PriorBandBudget Horizon=1x, Prior Quality=Bad2023.06 | 0.668 |