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In qualità di data scientist, ho una pipeline di addestramento che accetta una serie di
parametri. Voglio confrontare le esecuzioni di queste pipeline tra loro.
Puoi visualizzare le esecuzioni della pipeline associate a un esperimento nella pagina degli esperimenti
nella console Google Cloud .
Notebook: registra un job di pipeline direttamente in un esperimento
Nel blocco note "Confronta le esecuzioni della pipeline con Vertex AI Experiments", imparerai a utilizzare Vertex AI Experiments per:
Job della pipeline di log.
Confronta diversi job della pipeline.
Passaggi coinvolti:
Formalizzare un componente di addestramento.
Crea una pipeline di addestramento.
Esegui diversi job della pipeline e registra i risultati.
[[["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,["# Compare pipeline runs: Notebook\n\nAs a data scientist, I have a training Pipeline which takes in a number of\nparameters, I want to compare runs of these Pipelines to each other.\n\nYou can view the pipeline runs associated with an experiment on the experiments\npage in the Google Cloud console.\n\nNotebook: Log a pipeline job directly to an experiment\n------------------------------------------------------\n\n| To see an example of comparing pipeline runs in Vertex AI Experiments,\n| run the \"Compare pipeline runs with Vertex AI Experiments\" notebook in one of the following\n| environments:\n|\n| [Open in Colab](https://colab.research.google.com/github/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/experiments/comparing_pipeline_runs.ipynb)\n|\n|\n| \\|\n|\n| [Open in Colab Enterprise](https://console.cloud.google.com/vertex-ai/colab/import/https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fofficial%2Fexperiments%2Fcomparing_pipeline_runs.ipynb)\n|\n|\n| \\|\n|\n| [Open\n| in Vertex AI Workbench](https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fvertex-ai-samples%2Fmain%2Fnotebooks%2Fofficial%2Fexperiments%2Fcomparing_pipeline_runs.ipynb)\n|\n|\n| \\|\n|\n| [View on GitHub](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/experiments/comparing_pipeline_runs.ipynb)\n\nIn the \"Compare pipeline runs with Vertex AI Experiments\" notebook,\nyou'll learn how to use Vertex AI Experiments to:\n\n- Log Pipeline Job.\n- Compare different Pipeline Jobs.\n\nSteps involved:\n\n- Formalize a training component.\n- Build a training pipeline.\n- Run several Pipeline jobs and log their results.\n- Compare different Pipeline jobs.\n\nRelevant content\n----------------\n\n- [Add pipeline run to experiment](/vertex-ai/docs/experiments/add-pipelinerun-experiment)"]]
