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Andrew FerlitschandGitHub 574299055f Merge branch 'main' into autoreview_20 2022-10-05 15:55:22 -07:00
Andrew Ferlitsch 0fbe0feaca add: autogen index 2022-10-05 05:44:01 +00:00
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[Compare pipeline runs with Vertex AI Experiments](official/experiments/comparing_pipeline_runs.ipynb)
Learn how to use `Vertex AI Experiments` to log a pipeline job and compare different pipeline jobs.
[Track parameters and metrics for locally trained models](official/experiments/comparing_local_trained_models.ipynb)
Learn how to use Vertex AI Experiments to compare and evaluate model experiments.
The steps performed include:
- log the model parameters
- log the loss and metrics on every epoch to TensorBoard
- log the evaluation metrics
[Build Vertex AI Experiment lineage for custom training](official/experiments/build_model_experimentation_lineage_with_prebuild_code.ipynb)
Learn how to integrate preprocessing code in a Vertex AI experiments.