HyperParameterTuningResourceConfig.h

 
#pragma once
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/sagemaker/model/TrainingInstanceType.h>
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/sagemaker/model/HyperParameterTuningAllocationStrategy.h>
#include <aws/core/utils/memory/stl/AWSVector.h>
#include <aws/sagemaker/model/HyperParameterTuningInstanceConfig.h>
#include <utility>
 
namespace Aws
{
namespace Utils
{
namespace Json
{
  class JsonValue;
  class JsonView;
} // namespace Json
} // namespace Utils
namespace SageMaker
{
namespace Model
{
 
  class HyperParameterTuningResourceConfig
  {
  public:
    AWS_SAGEMAKER_API HyperParameterTuningResourceConfig() = default;
    AWS_SAGEMAKER_API HyperParameterTuningResourceConfig(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API HyperParameterTuningResourceConfig& operator=(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const;
 
 
 
    inline TrainingInstanceType GetInstanceType() const { return m_instanceType; }
    inline bool InstanceTypeHasBeenSet() const { return m_instanceTypeHasBeenSet; }
    inline void SetInstanceType(TrainingInstanceType value) { m_instanceTypeHasBeenSet = true; m_instanceType = value; }
    inline HyperParameterTuningResourceConfig& WithInstanceType(TrainingInstanceType value) { SetInstanceType(value); return *this;}
 
 
    inline int GetInstanceCount() const { return m_instanceCount; }
    inline bool InstanceCountHasBeenSet() const { return m_instanceCountHasBeenSet; }
    inline void SetInstanceCount(int value) { m_instanceCountHasBeenSet = true; m_instanceCount = value; }
    inline HyperParameterTuningResourceConfig& WithInstanceCount(int value) { SetInstanceCount(value); return *this;}
 
 
    inline int GetVolumeSizeInGB() const { return m_volumeSizeInGB; }
    inline bool VolumeSizeInGBHasBeenSet() const { return m_volumeSizeInGBHasBeenSet; }
    inline void SetVolumeSizeInGB(int value) { m_volumeSizeInGBHasBeenSet = true; m_volumeSizeInGB = value; }
    inline HyperParameterTuningResourceConfig& WithVolumeSizeInGB(int value) { SetVolumeSizeInGB(value); return *this;}
 
 
    inline const Aws::String& GetVolumeKmsKeyId() const { return m_volumeKmsKeyId; }
    inline bool VolumeKmsKeyIdHasBeenSet() const { return m_volumeKmsKeyIdHasBeenSet; }
    template<typename VolumeKmsKeyIdT = Aws::String>
    void SetVolumeKmsKeyId(VolumeKmsKeyIdT&& value) { m_volumeKmsKeyIdHasBeenSet = true; m_volumeKmsKeyId = std::forward<VolumeKmsKeyIdT>(value); }
    template<typename VolumeKmsKeyIdT = Aws::String>
    HyperParameterTuningResourceConfig& WithVolumeKmsKeyId(VolumeKmsKeyIdT&& value) { SetVolumeKmsKeyId(std::forward<VolumeKmsKeyIdT>(value)); return *this;}
 
 
    inline HyperParameterTuningAllocationStrategy GetAllocationStrategy() const { return m_allocationStrategy; }
    inline bool AllocationStrategyHasBeenSet() const { return m_allocationStrategyHasBeenSet; }
    inline void SetAllocationStrategy(HyperParameterTuningAllocationStrategy value) { m_allocationStrategyHasBeenSet = true; m_allocationStrategy = value; }
    inline HyperParameterTuningResourceConfig& WithAllocationStrategy(HyperParameterTuningAllocationStrategy value) { SetAllocationStrategy(value); return *this;}
 
 
    inline const Aws::Vector<HyperParameterTuningInstanceConfig>& GetInstanceConfigs() const { return m_instanceConfigs; }
    inline bool InstanceConfigsHasBeenSet() const { return m_instanceConfigsHasBeenSet; }
    template<typename InstanceConfigsT = Aws::Vector<HyperParameterTuningInstanceConfig>>
    void SetInstanceConfigs(InstanceConfigsT&& value) { m_instanceConfigsHasBeenSet = true; m_instanceConfigs = std::forward<InstanceConfigsT>(value); }
    template<typename InstanceConfigsT = Aws::Vector<HyperParameterTuningInstanceConfig>>
    HyperParameterTuningResourceConfig& WithInstanceConfigs(InstanceConfigsT&& value) { SetInstanceConfigs(std::forward<InstanceConfigsT>(value)); return *this;}
    template<typename InstanceConfigsT = HyperParameterTuningInstanceConfig>
    HyperParameterTuningResourceConfig& AddInstanceConfigs(InstanceConfigsT&& value) { m_instanceConfigsHasBeenSet = true; m_instanceConfigs.emplace_back(std::forward<InstanceConfigsT>(value)); return *this; }
  private:
 
    TrainingInstanceType m_instanceType{TrainingInstanceType::NOT_SET};
    bool m_instanceTypeHasBeenSet = false;
 
    int m_instanceCount{0};
    bool m_instanceCountHasBeenSet = false;
 
    int m_volumeSizeInGB{0};
    bool m_volumeSizeInGBHasBeenSet = false;
 
    Aws::String m_volumeKmsKeyId;
    bool m_volumeKmsKeyIdHasBeenSet = false;
 
    HyperParameterTuningAllocationStrategy m_allocationStrategy{HyperParameterTuningAllocationStrategy::NOT_SET};
    bool m_allocationStrategyHasBeenSet = false;
 
    Aws::Vector<HyperParameterTuningInstanceConfig> m_instanceConfigs;
    bool m_instanceConfigsHasBeenSet = false;
  };
 
} // namespace Model
} // namespace SageMaker
} // namespace Aws