Log job metadata

TrueFoundry also allows you to log metadata's associated with respective jobs.
You can do this via the experiment tracking library of TrueFoundry, MLFoundry.

It allows you to log the following:-

  • Models
  • HyperParameters
  • Metrics
  • Artifacts
  • Datasets

This helps you to

  • Firstly make your runs more reproducible.
  • Secondly, from this it will also help you in comparing different runs associated with a job.
    This will help you figure out how different hyperparameters affect the overall metrics