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[Feature] [tune] create a mlflow run name from config params #23228

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@Rusteam

Description

Search before asking

  • I had searched in the issues and found no similar feature requirement.

Description

Create a unique run name (derived from search config) for mlflow runs

Use case

When analyzing MLflow runs auto-generated by MLflowLogger it would be useful have a unique name for each run.
For instance to analyze a lineplot with certain metrics.

As of now, it's hard to tell which run (params) yield best results from this plot.
Screen Shot 2022-03-16 at 15 27 18

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Are you willing to submit a PR?

  • Yes I am willing to submit a PR!

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    P2Important issue, but not time-criticalenhancementRequest for new feature and/or capabilityneeds-repro-scriptIssue needs a runnable script to be reproducedtuneTune-related issues

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