157 lines
5.0 KiB
C++
157 lines
5.0 KiB
C++
/**
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* Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
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* SPDX-License-Identifier: Apache-2.0.
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*/
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#pragma once
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#include <aws/sagemaker/SageMaker_EXPORTS.h>
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#include <aws/sagemaker/model/HyperParameterTuningJobObjectiveType.h>
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#include <aws/core/utils/memory/stl/AWSString.h>
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#include <utility>
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namespace Aws
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{
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namespace Utils
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{
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namespace Json
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{
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class JsonValue;
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class JsonView;
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} // namespace Json
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} // namespace Utils
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namespace SageMaker
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{
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namespace Model
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{
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/**
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* <p>Shows the final value for the objective metric for a training job that was
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* launched by a hyperparameter tuning job. You define the objective metric in the
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* <code>HyperParameterTuningJobObjective</code> parameter of
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* <a>HyperParameterTuningJobConfig</a>.</p><p><h3>See Also:</h3> <a
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* href="http://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/FinalHyperParameterTuningJobObjectiveMetric">AWS
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* API Reference</a></p>
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*/
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class AWS_SAGEMAKER_API FinalHyperParameterTuningJobObjectiveMetric
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{
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public:
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FinalHyperParameterTuningJobObjectiveMetric();
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FinalHyperParameterTuningJobObjectiveMetric(Aws::Utils::Json::JsonView jsonValue);
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FinalHyperParameterTuningJobObjectiveMetric& operator=(Aws::Utils::Json::JsonView jsonValue);
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Aws::Utils::Json::JsonValue Jsonize() const;
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/**
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* <p>Whether to minimize or maximize the objective metric. Valid values are
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* Minimize and Maximize.</p>
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*/
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inline const HyperParameterTuningJobObjectiveType& GetType() const{ return m_type; }
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/**
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* <p>Whether to minimize or maximize the objective metric. Valid values are
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* Minimize and Maximize.</p>
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*/
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inline bool TypeHasBeenSet() const { return m_typeHasBeenSet; }
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/**
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* <p>Whether to minimize or maximize the objective metric. Valid values are
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* Minimize and Maximize.</p>
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*/
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inline void SetType(const HyperParameterTuningJobObjectiveType& value) { m_typeHasBeenSet = true; m_type = value; }
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/**
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* <p>Whether to minimize or maximize the objective metric. Valid values are
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* Minimize and Maximize.</p>
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*/
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inline void SetType(HyperParameterTuningJobObjectiveType&& value) { m_typeHasBeenSet = true; m_type = std::move(value); }
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/**
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* <p>Whether to minimize or maximize the objective metric. Valid values are
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* Minimize and Maximize.</p>
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*/
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inline FinalHyperParameterTuningJobObjectiveMetric& WithType(const HyperParameterTuningJobObjectiveType& value) { SetType(value); return *this;}
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/**
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* <p>Whether to minimize or maximize the objective metric. Valid values are
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* Minimize and Maximize.</p>
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*/
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inline FinalHyperParameterTuningJobObjectiveMetric& WithType(HyperParameterTuningJobObjectiveType&& value) { SetType(std::move(value)); return *this;}
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline const Aws::String& GetMetricName() const{ return m_metricName; }
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline bool MetricNameHasBeenSet() const { return m_metricNameHasBeenSet; }
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline void SetMetricName(const Aws::String& value) { m_metricNameHasBeenSet = true; m_metricName = value; }
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline void SetMetricName(Aws::String&& value) { m_metricNameHasBeenSet = true; m_metricName = std::move(value); }
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline void SetMetricName(const char* value) { m_metricNameHasBeenSet = true; m_metricName.assign(value); }
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline FinalHyperParameterTuningJobObjectiveMetric& WithMetricName(const Aws::String& value) { SetMetricName(value); return *this;}
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline FinalHyperParameterTuningJobObjectiveMetric& WithMetricName(Aws::String&& value) { SetMetricName(std::move(value)); return *this;}
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/**
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* <p>The name of the objective metric.</p>
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*/
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inline FinalHyperParameterTuningJobObjectiveMetric& WithMetricName(const char* value) { SetMetricName(value); return *this;}
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/**
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* <p>The value of the objective metric.</p>
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*/
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inline double GetValue() const{ return m_value; }
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/**
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* <p>The value of the objective metric.</p>
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*/
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inline bool ValueHasBeenSet() const { return m_valueHasBeenSet; }
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/**
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* <p>The value of the objective metric.</p>
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*/
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inline void SetValue(double value) { m_valueHasBeenSet = true; m_value = value; }
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/**
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* <p>The value of the objective metric.</p>
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*/
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inline FinalHyperParameterTuningJobObjectiveMetric& WithValue(double value) { SetValue(value); return *this;}
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private:
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HyperParameterTuningJobObjectiveType m_type;
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bool m_typeHasBeenSet;
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Aws::String m_metricName;
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bool m_metricNameHasBeenSet;
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double m_value;
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bool m_valueHasBeenSet;
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};
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} // namespace Model
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} // namespace SageMaker
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} // namespace Aws
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