HyperParameterTuningJobConfig class - sagemaker library

Constructors

HyperParameterTuningJobConfig({Input<HyperParameterTuningJobConfigObjective?>? objective, Input<HyperParameterTuningJobConfigParameterRanges?>? parameterRanges, Input<int?>? randomSeed, required Input<HyperParameterTuningJobConfigResourceLimits> resourceLimits, required Input<String> strategy, Input<HyperParameterTuningJobConfigStrategyConfig?>? strategyConfig, Input<String?>? trainingJobEarlyStoppingType, Input<HyperParameterTuningJobConfigTuningJobCompletionCriteria?>? tuningJobCompletionCriteria}): Creates a new HyperParameterTuningJobConfig. objective Objective metric used by tuning. See objective. parameterRanges Hyperparameter search ranges. See parameterRanges. randomSeed Random seed for tuning. resourceLimits Training job limits for tuning. See resourceLimits. strategy Search strategy for tuning. strategyConfig Extra strategy options. See strategyConfig. trainingJobEarlyStoppingType Early stopping behavior for training jobs. tuningJobCompletionCriteria Conditions to complete tuning. See tuningJobCompletionCriteria.
const
HyperParameterTuningJobConfig.fromMap(Map<String, dynamic> map): factory

hashCode → int: The hash code for this object.
no setterinherited
objective → Input<HyperParameterTuningJobConfigObjective?>?: Objective metric used by tuning. See objective.
final
parameterRanges → Input<HyperParameterTuningJobConfigParameterRanges?>?: Hyperparameter search ranges. See parameterRanges.
final
randomSeed → Input<int?>?: Random seed for tuning.
final
resourceLimits → Input<HyperParameterTuningJobConfigResourceLimits>: Training job limits for tuning. See resourceLimits.
final
runtimeType → Type: A representation of the runtime type of the object.
no setterinherited
strategy → Input<String>: Search strategy for tuning.
final
strategyConfig → Input<HyperParameterTuningJobConfigStrategyConfig?>?: Extra strategy options. See strategyConfig.
final
trainingJobEarlyStoppingType → Input<String?>?: Early stopping behavior for training jobs.
final
tuningJobCompletionCriteria → Input<HyperParameterTuningJobConfigTuningJobCompletionCriteria?>?: Conditions to complete tuning. See tuningJobCompletionCriteria.
final

noSuchMethod(Invocation invocation) → dynamic: Invoked when a nonexistent method or property is accessed.
inherited
toMap() → Map<String, dynamic>
toString() → String: A string representation of this object.
inherited