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ResearchFormerly WizWand

Hyperparameter Optimization on PD1-LM1B (val)

0.628Validation ErrorPriorBand
0.62640.63720.6480.6588Jun 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.060.628
PriorBandBudget Horizon=12x, Prior Quality=Near Optimum2023.060.632
PriorBandBudget Horizon=5x, Prior Quality=Near Optimum2023.060.637
PriorBandBudget Horizon=5x, Prior Quality=Good2023.060.638
PriorBandBudget Horizon=12x, Prior Quality=Good2023.060.642
PriorBandBudget Horizon=1x, Prior Quality=Near Optimum2023.060.643
PriorBandBudget Horizon=5x, Prior Quality=Bad2023.060.646
PriorBandBudget Horizon=5x, Prior Quality=Good2023.060.647
PriorBandBudget Horizon=12x, Prior Quality=Bad2023.060.648
ASHABudget Horizon=5x, Prior Quality=Near Optimum2023.060.649
ASHABudget Horizon=5x, Prior Quality=Good2023.060.649
ASHABudget Horizon=5x, Prior Quality=Bad2023.060.649
PriorBandBudget Horizon=1x, Prior Quality=Good2023.060.65
AsyncHBBudget Horizon=5x, Prior Quality=Bad2023.060.654
AsyncHBBudget Horizon=5x, Prior Quality=Near Optimum2023.060.655
AsyncHBBudget Horizon=5x, Prior Quality=Good2023.060.655
PriorBandBudget Horizon=5x, Prior Quality=Bad2023.060.656
AsyncHBBudget Horizon=1x, Prior Quality=Near Optimum2023.060.663
ASHABudget Horizon=1x, Prior Quality=Near Optimum2023.060.665
ASHABudget Horizon=1x, Prior Quality=Good2023.060.665
AsyncHBBudget Horizon=1x, Prior Quality=Good2023.060.665
ASHABudget Horizon=1x, Prior Quality=Bad2023.060.665
AsyncHBBudget Horizon=1x, Prior Quality=Bad2023.060.665
PriorBandBudget Horizon=1x, Prior Quality=Bad2023.060.668