Profile model training performance using Cloud Profiler: Notebook

In this tutorial, you learn how to enable Profiler for custom training jobs.

Notebook: Profile model training performance using Cloud Profiler

To see an example of profile model training performance using , run the "Profile model training performance using Cloud Profiler" 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

This tutorial uses the following Google Cloud ML services and resources:

• Vertex AI training
• Vertex AI TensorBoard

The steps performed include:

• Set up a service account and a Cloud Storage bucket.
• Create a Vertex AI TensorBoard instance.
• Create and run a custom training job that enables Profiler.
• View the Profiler dashboard to debug your model training performance.

Relevant content

• Profile model training performance using Profiler