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Currently, MlflowLogger parameter value length is limited to 250 (#5893) which is too low for class names, data augmentations or others.
Recent MLflow support up to 6000 (mlflow/mlflow#9709).
Pitch
MLflow use mlflow.utils.validation.MAX_PARAM_VAL_LENGTH to validate parameter value length. mlflow.utils.validation.MAX_PARAM_VAL_LENGTH exist in mlflow >= 1.0
I believe we can use it to reliably truncate parameter value without checking MLflow version.
Description & Motivation
Currently, MlflowLogger parameter value length is limited to 250 (#5893) which is too low for class names, data augmentations or others.
Recent MLflow support up to 6000 (mlflow/mlflow#9709).
Pitch
MLflow use
mlflow.utils.validation.MAX_PARAM_VAL_LENGTH
to validate parameter value length.mlflow.utils.validation.MAX_PARAM_VAL_LENGTH
exist in mlflow >= 1.0I believe we can use it to reliably truncate parameter value without checking MLflow version.
Alternatives
No response
Additional context
No response
cc @Borda
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