HyperParameterTuningJobConfig.h

 
#pragma once
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/sagemaker/model/HyperParameterTuningJobStrategyType.h>
#include <aws/sagemaker/model/HyperParameterTuningJobStrategyConfig.h>
#include <aws/sagemaker/model/HyperParameterTuningJobObjective.h>
#include <aws/sagemaker/model/ResourceLimits.h>
#include <aws/sagemaker/model/ParameterRanges.h>
#include <aws/sagemaker/model/TrainingJobEarlyStoppingType.h>
#include <aws/sagemaker/model/TuningJobCompletionCriteria.h>
#include <utility>
 
namespace Aws
{
namespace Utils
{
namespace Json
{
  class JsonValue;
  class JsonView;
} // namespace Json
} // namespace Utils
namespace SageMaker
{
namespace Model
{
 
  class HyperParameterTuningJobConfig
  {
  public:
    AWS_SAGEMAKER_API HyperParameterTuningJobConfig() = default;
    AWS_SAGEMAKER_API HyperParameterTuningJobConfig(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API HyperParameterTuningJobConfig& operator=(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const;
 
 
 
    inline HyperParameterTuningJobStrategyType GetStrategy() const { return m_strategy; }
    inline bool StrategyHasBeenSet() const { return m_strategyHasBeenSet; }
    inline void SetStrategy(HyperParameterTuningJobStrategyType value) { m_strategyHasBeenSet = true; m_strategy = value; }
    inline HyperParameterTuningJobConfig& WithStrategy(HyperParameterTuningJobStrategyType value) { SetStrategy(value); return *this;}
 
 
    inline const HyperParameterTuningJobStrategyConfig& GetStrategyConfig() const { return m_strategyConfig; }
    inline bool StrategyConfigHasBeenSet() const { return m_strategyConfigHasBeenSet; }
    template<typename StrategyConfigT = HyperParameterTuningJobStrategyConfig>
    void SetStrategyConfig(StrategyConfigT&& value) { m_strategyConfigHasBeenSet = true; m_strategyConfig = std::forward<StrategyConfigT>(value); }
    template<typename StrategyConfigT = HyperParameterTuningJobStrategyConfig>
    HyperParameterTuningJobConfig& WithStrategyConfig(StrategyConfigT&& value) { SetStrategyConfig(std::forward<StrategyConfigT>(value)); return *this;}
 
 
    inline const HyperParameterTuningJobObjective& GetHyperParameterTuningJobObjective() const { return m_hyperParameterTuningJobObjective; }
    inline bool HyperParameterTuningJobObjectiveHasBeenSet() const { return m_hyperParameterTuningJobObjectiveHasBeenSet; }
    template<typename HyperParameterTuningJobObjectiveT = HyperParameterTuningJobObjective>
    void SetHyperParameterTuningJobObjective(HyperParameterTuningJobObjectiveT&& value) { m_hyperParameterTuningJobObjectiveHasBeenSet = true; m_hyperParameterTuningJobObjective = std::forward<HyperParameterTuningJobObjectiveT>(value); }
    template<typename HyperParameterTuningJobObjectiveT = HyperParameterTuningJobObjective>
    HyperParameterTuningJobConfig& WithHyperParameterTuningJobObjective(HyperParameterTuningJobObjectiveT&& value) { SetHyperParameterTuningJobObjective(std::forward<HyperParameterTuningJobObjectiveT>(value)); return *this;}
 
 
    inline const ResourceLimits& GetResourceLimits() const { return m_resourceLimits; }
    inline bool ResourceLimitsHasBeenSet() const { return m_resourceLimitsHasBeenSet; }
    template<typename ResourceLimitsT = ResourceLimits>
    void SetResourceLimits(ResourceLimitsT&& value) { m_resourceLimitsHasBeenSet = true; m_resourceLimits = std::forward<ResourceLimitsT>(value); }
    template<typename ResourceLimitsT = ResourceLimits>
    HyperParameterTuningJobConfig& WithResourceLimits(ResourceLimitsT&& value) { SetResourceLimits(std::forward<ResourceLimitsT>(value)); return *this;}
 
 
    inline const ParameterRanges& GetParameterRanges() const { return m_parameterRanges; }
    inline bool ParameterRangesHasBeenSet() const { return m_parameterRangesHasBeenSet; }
    template<typename ParameterRangesT = ParameterRanges>
    void SetParameterRanges(ParameterRangesT&& value) { m_parameterRangesHasBeenSet = true; m_parameterRanges = std::forward<ParameterRangesT>(value); }
    template<typename ParameterRangesT = ParameterRanges>
    HyperParameterTuningJobConfig& WithParameterRanges(ParameterRangesT&& value) { SetParameterRanges(std::forward<ParameterRangesT>(value)); return *this;}
 
 
    inline TrainingJobEarlyStoppingType GetTrainingJobEarlyStoppingType() const { return m_trainingJobEarlyStoppingType; }
    inline bool TrainingJobEarlyStoppingTypeHasBeenSet() const { return m_trainingJobEarlyStoppingTypeHasBeenSet; }
    inline void SetTrainingJobEarlyStoppingType(TrainingJobEarlyStoppingType value) { m_trainingJobEarlyStoppingTypeHasBeenSet = true; m_trainingJobEarlyStoppingType = value; }
    inline HyperParameterTuningJobConfig& WithTrainingJobEarlyStoppingType(TrainingJobEarlyStoppingType value) { SetTrainingJobEarlyStoppingType(value); return *this;}
 
 
    inline const TuningJobCompletionCriteria& GetTuningJobCompletionCriteria() const { return m_tuningJobCompletionCriteria; }
    inline bool TuningJobCompletionCriteriaHasBeenSet() const { return m_tuningJobCompletionCriteriaHasBeenSet; }
    template<typename TuningJobCompletionCriteriaT = TuningJobCompletionCriteria>
    void SetTuningJobCompletionCriteria(TuningJobCompletionCriteriaT&& value) { m_tuningJobCompletionCriteriaHasBeenSet = true; m_tuningJobCompletionCriteria = std::forward<TuningJobCompletionCriteriaT>(value); }
    template<typename TuningJobCompletionCriteriaT = TuningJobCompletionCriteria>
    HyperParameterTuningJobConfig& WithTuningJobCompletionCriteria(TuningJobCompletionCriteriaT&& value) { SetTuningJobCompletionCriteria(std::forward<TuningJobCompletionCriteriaT>(value)); return *this;}
 
 
    inline int GetRandomSeed() const { return m_randomSeed; }
    inline bool RandomSeedHasBeenSet() const { return m_randomSeedHasBeenSet; }
    inline void SetRandomSeed(int value) { m_randomSeedHasBeenSet = true; m_randomSeed = value; }
    inline HyperParameterTuningJobConfig& WithRandomSeed(int value) { SetRandomSeed(value); return *this;}
  private:
 
    HyperParameterTuningJobStrategyType m_strategy{HyperParameterTuningJobStrategyType::NOT_SET};
    bool m_strategyHasBeenSet = false;
 
    HyperParameterTuningJobStrategyConfig m_strategyConfig;
    bool m_strategyConfigHasBeenSet = false;
 
    HyperParameterTuningJobObjective m_hyperParameterTuningJobObjective;
    bool m_hyperParameterTuningJobObjectiveHasBeenSet = false;
 
    ResourceLimits m_resourceLimits;
    bool m_resourceLimitsHasBeenSet = false;
 
    ParameterRanges m_parameterRanges;
    bool m_parameterRangesHasBeenSet = false;
 
    TrainingJobEarlyStoppingType m_trainingJobEarlyStoppingType{TrainingJobEarlyStoppingType::NOT_SET};
    bool m_trainingJobEarlyStoppingTypeHasBeenSet = false;
 
    TuningJobCompletionCriteria m_tuningJobCompletionCriteria;
    bool m_tuningJobCompletionCriteriaHasBeenSet = false;
 
    int m_randomSeed{0};
    bool m_randomSeedHasBeenSet = false;
  };
 
} // namespace Model
} // namespace SageMaker
} // namespace Aws