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model-management

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PhilipMay
PhilipMay commented Jun 12, 2020

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
BentoML
parano
parano commented Oct 20, 2020

Currently, FastAI artifact code is not tested: https://codecov.io/gh/bentoml/BentoML/tree/master/bentoml/frameworks

We would want to add an integration test suit to test its functionalities including save, load, and run inference from API server. The setup should be similar to other integration tests that can be found here: https://github.com/bentoml/BentoML/tree/master/tests/integration

atlas

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