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Avoid duplication of MLflow experiments in array jobs #247

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sfmig opened this issue Nov 13, 2024 · 0 comments
Open

Avoid duplication of MLflow experiments in array jobs #247

sfmig opened this issue Nov 13, 2024 · 0 comments
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enhancement New feature or request

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@sfmig
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sfmig commented Nov 13, 2024

When running a training or evaluation array job with a new MLflow experiment name, there is a race between the first few jobs in the array, and a couple of experiments with that name will be created.

I need to look into it, and see if it's possible to avoid this by:

  • forcing a pause after the first job?
  • creating an experiment if it doesn't exist before launching the training job
@sfmig sfmig added the enhancement New feature or request label Nov 13, 2024
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