HyperParameterTuningResourceConfig.h

 
#pragma once
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/core/utils/memory/stl/AWSVector.h>
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/sagemaker/model/HyperParameterTuningAllocationStrategy.h>
#include <aws/sagemaker/model/HyperParameterTuningInstanceConfig.h>
#include <aws/sagemaker/model/TrainingInstanceType.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};
 
  int m_instanceCount{0};
 
  int m_volumeSizeInGB{0};
 
  Aws::String m_volumeKmsKeyId;
 
  HyperParameterTuningAllocationStrategy m_allocationStrategy{HyperParameterTuningAllocationStrategy::NOT_SET};
 
  Aws::Vector<HyperParameterTuningInstanceConfig> m_instanceConfigs;
  bool m_instanceTypeHasBeenSet = false;
  bool m_instanceCountHasBeenSet = false;
  bool m_volumeSizeInGBHasBeenSet = false;
  bool m_volumeKmsKeyIdHasBeenSet = false;
  bool m_allocationStrategyHasBeenSet = false;
  bool m_instanceConfigsHasBeenSet = false;
};
 
}  // namespace Model
}  // namespace SageMaker
}  // namespace Aws