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Limit number of parametes logged with MLflowCallback #34276

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cecheta opened this issue Oct 21, 2024 · 1 comment · May be fixed by #34279
Open

Limit number of parametes logged with MLflowCallback #34276

cecheta opened this issue Oct 21, 2024 · 1 comment · May be fixed by #34279
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Feature request Request for a new feature trainer

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@cecheta
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cecheta commented Oct 21, 2024 •
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Feature request

Add a new environment variable, such as MLFLOW_MAX_LOG_PARAMS, which can limit the number of parameters logged by the MLflowCallback.

Motivation

When using mlflow in Azure ML, there is a limit of 200 parameters that can be logged in a single run, meaning that when attempting to run a training job, the callback needs to be disabled entirely, or the module needs to be "monkeypatched" to limit the number of params logged.

Your contribution

I will submit a PR
@cecheta cecheta added the Feature request Request for a new feature label Oct 21, 2024
@cecheta cecheta linked a pull request Oct 21, 2024 that will close this issue
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@LysandreJik
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cc @ydshieh what do you think? :)

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Feature: Add MLFLOW_MAX_LOG_PARAMS to MLflowCallback cecheta/transformers
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@LysandreJik @cecheta