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
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.