[auto3dseg] enable mlflow in algorithms

Project-MONAI / research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

https://monai.io/

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[auto3dseg] enable mlflow in algorithms #319

Closed dongyang0122 closed 1 year ago

dongyang0122 commented 1 year ago

Enable mlflow for metric tracking in algorithms.

wyli commented 1 year ago

the current version can pass the test, let me know it's ready for merging

dongyang0122 commented 1 year ago

@wyli Please merge the PR when you have time. Thank you!

Nic-Ma commented 1 year ago

Hi @dongyang0122 ,

Thanks for your quick contribution. Could you please help add the setting args for this MLFlow feature? I don't see any user API or args to control this MLFlow tracking, I think we should support user-specified URI and enable / disable the tracking. Please refer to: https://github.com/Project-MONAI/MONAI/blob/dev/monai/handlers/mlflow_handler.py#L63.

Thanks.

Nic-Ma commented 1 year ago

Add @drbeh and @binliunls for further discussion.

Thanks.