MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry. To learn more about MLflow, refer to its documentation.
MLflow on Summit
In order to use MLflow on Summit, use the MLflow module as shown below:
$ module load workflows $ module load mlflow/1.22.0
Now, MLflow should be available to use. Run the following command as quick verification:
$ mlflow --version
Further information about using MLflow may be found at the MLflow website.