1.22.0 (2023-02-16)
Features
- Add a return value (ClassificationMetrics) for the log_classification_metrics() (8ebcdbd)
- Add metric and parameter autologging to experiments (96e9e12)
- Add update_version to Model Registry (8621e24)
- Support a list of GCS URIs in CustomPythonPackageTrainingJob (05bb71f)
- Support Model Serialization in Vertex Experiments(tensorflow) (f38ddc2)
Bug Fixes
- Added missing instances_format parameter to batch_prediction_job_samples (82a2afc)
- Address broken unit tests in certain environments (d06b22d)
- List method for MLMD schema classes (2401a1d)
- Unbreak additional timeout for _deploy_call() (076308f)
- Unbreak additional timeout for MatchingEngine update_embeddings (5d0bc1e)
- Unbreak timeouts for Dataset create. (328ebac)
- Use Client.list_blobs instead of Bucket.list_blobs in CPR artifact downloader, to make sure that CPR works with custom service accounts on Vertex Prediction. (bb27619)
Documentation
- Add a hint to auth Docker to the LocalModel push_image docstring. (e97a6fb)
- Fix Create and Import Tabular BQ dataset sample (4415c10)
- Fix LocalModel push_image docstring. (5fdb7fc)
- Fixed a typo in docstring. (4ee6232)
- New samples for model serialization (83457ca)
- Samples for model serialization (7997094)