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 ParameterRanges = ParameterRanges' {}
- newParameterRanges :: ParameterRanges
- parameterRanges_categoricalParameterRanges :: Lens' ParameterRanges (Maybe [CategoricalParameterRange])
- parameterRanges_continuousParameterRanges :: Lens' ParameterRanges (Maybe [ContinuousParameterRange])
- parameterRanges_integerParameterRanges :: Lens' ParameterRanges (Maybe [IntegerParameterRange])
Documentation
data ParameterRanges Source #
Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches. The hyperparameter tuning job launches training jobs with hyperparameter values within these ranges to find the combination of values that result in the training job with the best performance as measured by the objective metric of the hyperparameter tuning job.
The maximum number of items specified for Array Members
refers to the
maximum number of hyperparameters for each range and also the maximum
for the hyperparameter tuning job itself. That is, the sum of the number
of hyperparameters for all the ranges can't exceed the maximum number
specified.
See: newParameterRanges
smart constructor.
ParameterRanges' | |
|
Instances
newParameterRanges :: ParameterRanges Source #
Create a value of ParameterRanges
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:categoricalParameterRanges:ParameterRanges'
, parameterRanges_categoricalParameterRanges
- The array of CategoricalParameterRange objects that specify ranges of
categorical hyperparameters that a hyperparameter tuning job searches.
$sel:continuousParameterRanges:ParameterRanges'
, parameterRanges_continuousParameterRanges
- The array of ContinuousParameterRange objects that specify ranges of
continuous hyperparameters that a hyperparameter tuning job searches.
$sel:integerParameterRanges:ParameterRanges'
, parameterRanges_integerParameterRanges
- The array of IntegerParameterRange objects that specify ranges of
integer hyperparameters that a hyperparameter tuning job searches.
parameterRanges_categoricalParameterRanges :: Lens' ParameterRanges (Maybe [CategoricalParameterRange]) Source #
The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
parameterRanges_continuousParameterRanges :: Lens' ParameterRanges (Maybe [ContinuousParameterRange]) Source #
The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
parameterRanges_integerParameterRanges :: Lens' ParameterRanges (Maybe [IntegerParameterRange]) Source #
The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.