AI Platform Training 超参数调节可让您更轻松地确定 AI Platform Training 作业的最佳超参数设置。AI Platform Vizier 旨在同时调节超参数和参数,并且可用于任何您可以评估的系统(包括 AI Platform Training 作业)。如需查看如何将 AI Platform Vizier 与 AI Platform Training 结合使用的示例,请参阅优化机器学习模型。
使用场景
以下是 AI Platform Vizier 可以帮助调节超参数以优化模型或调节参数以优化结果的几种场景:
[[["易于理解","easyToUnderstand","thumb-up"],["解决了我的问题","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["很难理解","hardToUnderstand","thumb-down"],["信息或示例代码不正确","incorrectInformationOrSampleCode","thumb-down"],["没有我需要的信息/示例","missingTheInformationSamplesINeed","thumb-down"],["翻译问题","translationIssue","thumb-down"],["其他","otherDown","thumb-down"]],["最后更新时间 (UTC):2025-03-06。"],[[["AI Platform Vizier is a black-box optimization service designed to automate the tuning of hyperparameters in complex machine learning models, streamlining the optimization process."],["Beyond machine learning, AI Platform Vizier can optimize any evaluable system, including functions and user interface elements, by tuning parameters."],["A study configuration in AI Platform Vizier defines the optimization problem, while studies implement this configuration through trials, which are experiments with specific input values."],["Unlike AI Platform Training's hyperparameter tuning, AI Platform Vizier can tune both hyperparameters and parameters, offering broader applicability across different systems."],["AI Platform Vizier, currently in its pre-GA stage, is subject to the \"Pre-GA Offerings Terms,\" offering limited support and available \"as is,\" with more information found in the launch stage descriptions."]]],[]]