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

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.

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