Vertex AI TensorBoard hyperparameter tuning with the HParams dashboard: Notebook

In this notebook, you train a model and perform hyperparameter tuning using TensorFlow. You also log the hyperparameters and metrics in Vertex AI TensorBoard.

Notebook: Vertex AI TensorBoard hyperparameter tuning with the HParams dashboard

This tutorial uses the following Vertex AI services and resources:

  • Vertex AI TensorBoard
  • Vertex AI Experiments

The steps performed include:

  • Adapt TensorFlow runs to log hyperparameters and metrics.
  • Start runs and log them all under one parent directory.
  • Visualize the results in TensorBoard's HParams dashboard.

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Last updated 2025年10月13日 UTC.