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I componenti di ottimizzazione degli iperparametri eseguono l'ottimizzazione degli iperparametri in Vertex AI. Per ulteriori informazioni, consulta Utilizzare l'ottimizzazione degli iperparametri.
L'SDK Google Cloud include il seguente operatore relativo all'ottimizzazione degli iperparametri:
[[["Facile da capire","easyToUnderstand","thumb-up"],["Il problema è stato risolto","solvedMyProblem","thumb-up"],["Altra","otherUp","thumb-up"]],[["Difficile da capire","hardToUnderstand","thumb-down"],["Informazioni o codice di esempio errati","incorrectInformationOrSampleCode","thumb-down"],["Mancano le informazioni o gli esempi di cui ho bisogno","missingTheInformationSamplesINeed","thumb-down"],["Problema di traduzione","translationIssue","thumb-down"],["Altra","otherDown","thumb-down"]],["Ultimo aggiornamento 2025-09-04 UTC."],[],[],null,["# Hyperparameter tuning components perform hyperparameter tuning in Vertex AI. For more information, see [Use hyperparameter tuning](/vertex-ai/docs/training/using-hyperparameter-tuning).\n\nThe Google Cloud SDK includes the following operator related to hyperparameter tuning:\n\n\n- [`HyperparameterTuningJobRunOp`](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/api/v1/hyperparameter_tuning_job.html#v1.hyperparameter_tuning_job.HyperparameterTuningJobRunOp)\n\n\u003cbr /\u003e\n\nAPI reference\n-------------\n\n- For component reference, see the\n [Google Cloud SDK reference for hyperparameter tuning components](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/api/v1/hyperparameter_tuning_job.html).\n\n- For Vertex AI API reference, see the [`HyperparameterTuningJob` resource](/vertex-ai/docs/reference/rest/v1/projects.locations.hyperparameterTuningJobs) page.\n\nTutorial\n--------\n\n- [Get started with Hyperparameter Tuning pipeline components](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/cad623ef84882f410fcc0dc39527be25a5e5f584/notebooks/community/ml_ops/stage3/get_started_with_hpt_pipeline_components.ipynb)\n\nVersion history and release notes\n---------------------------------\n\nTo learn more about the version history and changes to the Google Cloud Pipeline Components SDK, see the [Google Cloud Pipeline Components SDK Release Notes](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/release.html).\n\nTechnical support contacts\n--------------------------\n\nIf you have any questions, reach out to\n[kubeflow-pipelines-components@google.com](mailto: kubeflow-pipelines-components@google.com)."]]
