151 lines
4.9 KiB
C++
151 lines
4.9 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/personalize/Personalize_EXPORTS.h>
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#include <aws/personalize/model/HPOObjective.h>
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#include <aws/personalize/model/HPOResourceConfig.h>
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#include <aws/personalize/model/HyperParameterRanges.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 Personalize
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{
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namespace Model
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{
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/**
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* <p>Describes the properties for hyperparameter optimization (HPO). For use with
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* the bring-your-own-recipe feature. Do not use for Amazon Personalize native
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* recipes.</p><p><h3>See Also:</h3> <a
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* href="http://docs.aws.amazon.com/goto/WebAPI/personalize-2018-05-22/HPOConfig">AWS
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* API Reference</a></p>
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*/
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class AWS_PERSONALIZE_API HPOConfig
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{
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public:
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HPOConfig();
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HPOConfig(Aws::Utils::Json::JsonView jsonValue);
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HPOConfig& 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>The metric to optimize during HPO.</p>
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*/
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inline const HPOObjective& GetHpoObjective() const{ return m_hpoObjective; }
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/**
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* <p>The metric to optimize during HPO.</p>
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*/
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inline bool HpoObjectiveHasBeenSet() const { return m_hpoObjectiveHasBeenSet; }
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/**
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* <p>The metric to optimize during HPO.</p>
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*/
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inline void SetHpoObjective(const HPOObjective& value) { m_hpoObjectiveHasBeenSet = true; m_hpoObjective = value; }
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/**
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* <p>The metric to optimize during HPO.</p>
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*/
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inline void SetHpoObjective(HPOObjective&& value) { m_hpoObjectiveHasBeenSet = true; m_hpoObjective = std::move(value); }
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/**
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* <p>The metric to optimize during HPO.</p>
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*/
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inline HPOConfig& WithHpoObjective(const HPOObjective& value) { SetHpoObjective(value); return *this;}
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/**
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* <p>The metric to optimize during HPO.</p>
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*/
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inline HPOConfig& WithHpoObjective(HPOObjective&& value) { SetHpoObjective(std::move(value)); return *this;}
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/**
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* <p>Describes the resource configuration for HPO.</p>
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*/
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inline const HPOResourceConfig& GetHpoResourceConfig() const{ return m_hpoResourceConfig; }
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/**
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* <p>Describes the resource configuration for HPO.</p>
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*/
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inline bool HpoResourceConfigHasBeenSet() const { return m_hpoResourceConfigHasBeenSet; }
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/**
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* <p>Describes the resource configuration for HPO.</p>
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*/
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inline void SetHpoResourceConfig(const HPOResourceConfig& value) { m_hpoResourceConfigHasBeenSet = true; m_hpoResourceConfig = value; }
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/**
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* <p>Describes the resource configuration for HPO.</p>
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*/
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inline void SetHpoResourceConfig(HPOResourceConfig&& value) { m_hpoResourceConfigHasBeenSet = true; m_hpoResourceConfig = std::move(value); }
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/**
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* <p>Describes the resource configuration for HPO.</p>
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*/
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inline HPOConfig& WithHpoResourceConfig(const HPOResourceConfig& value) { SetHpoResourceConfig(value); return *this;}
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/**
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* <p>Describes the resource configuration for HPO.</p>
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*/
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inline HPOConfig& WithHpoResourceConfig(HPOResourceConfig&& value) { SetHpoResourceConfig(std::move(value)); return *this;}
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/**
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* <p>The hyperparameters and their allowable ranges.</p>
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*/
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inline const HyperParameterRanges& GetAlgorithmHyperParameterRanges() const{ return m_algorithmHyperParameterRanges; }
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/**
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* <p>The hyperparameters and their allowable ranges.</p>
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*/
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inline bool AlgorithmHyperParameterRangesHasBeenSet() const { return m_algorithmHyperParameterRangesHasBeenSet; }
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/**
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* <p>The hyperparameters and their allowable ranges.</p>
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*/
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inline void SetAlgorithmHyperParameterRanges(const HyperParameterRanges& value) { m_algorithmHyperParameterRangesHasBeenSet = true; m_algorithmHyperParameterRanges = value; }
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/**
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* <p>The hyperparameters and their allowable ranges.</p>
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*/
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inline void SetAlgorithmHyperParameterRanges(HyperParameterRanges&& value) { m_algorithmHyperParameterRangesHasBeenSet = true; m_algorithmHyperParameterRanges = std::move(value); }
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/**
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* <p>The hyperparameters and their allowable ranges.</p>
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*/
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inline HPOConfig& WithAlgorithmHyperParameterRanges(const HyperParameterRanges& value) { SetAlgorithmHyperParameterRanges(value); return *this;}
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/**
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* <p>The hyperparameters and their allowable ranges.</p>
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*/
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inline HPOConfig& WithAlgorithmHyperParameterRanges(HyperParameterRanges&& value) { SetAlgorithmHyperParameterRanges(std::move(value)); return *this;}
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private:
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HPOObjective m_hpoObjective;
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bool m_hpoObjectiveHasBeenSet;
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HPOResourceConfig m_hpoResourceConfig;
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bool m_hpoResourceConfigHasBeenSet;
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HyperParameterRanges m_algorithmHyperParameterRanges;
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bool m_algorithmHyperParameterRangesHasBeenSet;
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};
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} // namespace Model
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} // namespace Personalize
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} // namespace Aws
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