Compare pipeline runs: Notebook

As a data scientist, I have a training Pipeline which takes in a number of parameters, I want to compare runs of these Pipelines to each other.

You can view the pipeline runs associated with an experiment on the experiments page in the Google Cloud console.

Notebook: Log a pipeline job directly to an experiment

To see an example of comparing pipeline runs in Vertex AI Experiments, run the "Compare pipeline runs with Vertex AI Experiments" Jupyter notebook in one of the following environments:

Open in Colab | Open in Colab Enterprise | Open in Vertex AI Workbench user-managed notebooks | View on GitHub

In the "Compare pipeline runs with Vertex AI Experiments" notebook, you'll learn how to use Vertex AI Experiments to:

• Log Pipeline Job.
• Compare different Pipeline Jobs.

Steps involved:

• Formalize a training component.
• Build a training pipeline.
• Run several Pipeline jobs and log their results.
• Compare different Pipeline jobs.

Relevant content

• Add pipeline run to experiment