MLflow v1.15.0 Release Notes
Release Date: 2021-03-26 // about 3 years ago-
๐ MLflow 1.15.0 includes several features, bug fixes and improvements. Notably, it includes a number of improvements to MLflow autologging:
๐ Features:
- โ Add
silent=False
option to all autologging APIs, to allow suppressing MLflow warnings and logging statements during autologging setup and training (#4173, @dbczumar) - Add
disable_for_unsupported_versions=False
option to all autologging APIs, to disable autologging for versions of ML frameworks that have not been explicitly tested against the current version of the MLflow client (#4119, @WeichenXu123)
๐ Bug fixes:
- Autologged runs are now terminated when execution is interrupted via SIGINT (#4200, @dbczumar)
- The R
mlflow_get_experiment
API now returns the same tag structure asmlflow_list_experiments
andmlflow_get_run
(#4017, @lorenzwalthert) - ๐ Fix bug where
mlflow.tensorflow.autolog
would previously mutate the user-specified callbacks list when fittingtf.keras
models (#4195, @dbczumar) - ๐ Fix bug where SQL-backed MLflow tracking server initialization failed when using the MLflow skinny client (#4161, @eedeleon)
- Model version creation (e.g. via
mlflow.register_model
) now fails if the model version status is not READY (#4114, @ankit-db)
โก๏ธ Small bug fixes and doc updates (#4191, #4149, #4162, #4157, #4155, #4144, #4141, #4138, #4136, #4133, #3964, #4130, #4118, @harupy; #4152, @mlflow-automation; #4139, @WeichenXu123; #4193, @smurching; #4029, @architkulkarni; #4134, @xhochy; #4116, @wenleix; #4160, @wentinghu; #4203, #4184, #4167, @dbczumar)
- โ Add