Copyright | (c) 2013-2023 Brendan Hay |
---|---|
License | Mozilla Public License, v. 2.0. |
Maintainer | Brendan Hay |
Stability | auto-generated |
Portability | non-portable (GHC extensions) |
Safe Haskell | Safe-Inferred |
Language | Haskell2010 |
Synopsis
- data HyperParameterTuningJobStrategyConfig = HyperParameterTuningJobStrategyConfig' {}
- newHyperParameterTuningJobStrategyConfig :: HyperParameterTuningJobStrategyConfig
- hyperParameterTuningJobStrategyConfig_hyperbandStrategyConfig :: Lens' HyperParameterTuningJobStrategyConfig (Maybe HyperbandStrategyConfig)
Documentation
data HyperParameterTuningJobStrategyConfig Source #
The configuration for a training job launched by a hyperparameter tuning
job. Choose Bayesian
for Bayesian optimization, and Random
for
random search optimization. For more advanced use cases, use
Hyperband
, which evaluates objective metrics for training jobs after
every epoch. For more information about strategies, see
How Hyperparameter Tuning Works.
See: newHyperParameterTuningJobStrategyConfig
smart constructor.
HyperParameterTuningJobStrategyConfig' | |
|
Instances
newHyperParameterTuningJobStrategyConfig :: HyperParameterTuningJobStrategyConfig Source #
Create a value of HyperParameterTuningJobStrategyConfig
with all optional fields omitted.
Use generic-lens or optics to modify other optional fields.
The following record fields are available, with the corresponding lenses provided for backwards compatibility:
$sel:hyperbandStrategyConfig:HyperParameterTuningJobStrategyConfig'
, hyperParameterTuningJobStrategyConfig_hyperbandStrategyConfig
- The configuration for the object that specifies the Hyperband
strategy. This parameter is only supported for the Hyperband
selection
for Strategy
within the HyperParameterTuningJobConfig
API.
hyperParameterTuningJobStrategyConfig_hyperbandStrategyConfig :: Lens' HyperParameterTuningJobStrategyConfig (Maybe HyperbandStrategyConfig) Source #
The configuration for the object that specifies the Hyperband
strategy. This parameter is only supported for the Hyperband
selection
for Strategy
within the HyperParameterTuningJobConfig
API.