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.