HyperParameterTuningJobConfig class
Configures a hyperparameter tuning job.
Constructors
- HyperParameterTuningJobConfig({required ResourceLimits resourceLimits, required HyperParameterTuningJobStrategyType strategy, HyperParameterTuningJobObjective? hyperParameterTuningJobObjective, ParameterRanges? parameterRanges, TrainingJobEarlyStoppingType? trainingJobEarlyStoppingType, TuningJobCompletionCriteria? tuningJobCompletionCriteria})
-
HyperParameterTuningJobConfig.fromJson(Map<
String, dynamic> json) -
factory
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
- hyperParameterTuningJobObjective → HyperParameterTuningJobObjective?
-
The HyperParameterTuningJobObjective object that specifies the
objective metric for this tuning job.
final
- parameterRanges → ParameterRanges?
-
The ParameterRanges object that specifies the ranges of
hyperparameters that this tuning job searches.
final
- resourceLimits → ResourceLimits
-
The ResourceLimits object that specifies the maximum number of
training jobs and parallel training jobs for this tuning job.
final
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- strategy → HyperParameterTuningJobStrategyType
-
Specifies how hyperparameter tuning chooses the combinations of
hyperparameter values to use for the training job it launches. To use the
Bayesian search strategy, set this to
Bayesian. To randomly search, set it toRandom. For information about search strategies, see How Hyperparameter Tuning Works.final - trainingJobEarlyStoppingType → TrainingJobEarlyStoppingType?
-
Specifies whether to use early stopping for training jobs launched by the
hyperparameter tuning job. This can be one of the following values (the
default value is
OFF):final - tuningJobCompletionCriteria → TuningJobCompletionCriteria?
-
The tuning job's completion criteria.
final
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited