Add a mapping between custom accelerators and "nicknames" so that you can

Trainer(accelerator=‘nickname’)

MLflow seems to have a length limit of 5000 when setting tags (see below).

[...]
  File "/home/smay/miniconda3/envs/py38/lib/python3.8/site-packages/mlflow/utils/validation.py", line 136, in _validate_length_limit
    raise MlflowException(
mlflow.exceptions.MlflowException: Tag value '[0.8562690322984875, 0.8544098885636596, 0.8544098885636596, 0.8544098885636596, 0.85440988856365

Git supports the usage of the at symbol @ and it is equivalent to HEAD (more details).

If I am not mistaken, dvc does not support it. At least the following command fails for dvc==1.8.4:

dvc metrics diff master @

ERROR: failed to show metrics diff - unkn

/tmp/ has been hard coded in some instances

This will be replaced with https://docs.python.org/3/library/tempfile.html which has been well implemented in some instances in the code.

Use case

Polyaxon tracking can be used to automatically log all information generated by Ludwig.

We should probably think about adding support for Polyaxon's tracking module in Ludwig contrib.

Is your feature request related to a problem? Please describe.

Support serving MXNet Gluon models in BentoML

Describe the solution you'd like

• Docs and gallery sample project demonstrating serving MXNet Gluon with

• MEPS dataset
• differential fairness metrics
• rich subgroup fairness

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