Hyperparameter tuning components perform hyperparameter tuning in Vertex AI. For more information, seeUse hyperparameter tuning.

The Google Cloud SDK includes the following operator related to hyperparameter tuning:

• HyperparameterTuningJobRunOp

API reference

• For component reference, see theGoogle Cloud SDK reference for hyperparameter tuning components.

• For Vertex AI API reference, see theHyperparameterTuningJob resource page.

Tutorial

• Get started with Hyperparameter Tuning pipeline components

Version history and release notes

To learn more about the version history and changes to the Google Cloud Pipeline Components SDK, see theGoogle Cloud Pipeline Components SDK Release Notes.

Technical support contacts

If you have any questions, reach out tokubeflow-pipelines-components@google.com.