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Polyaxon v1.12: Runs compare table

A new feature to compare runs.

Compare table

Polyaxon v1.12 brings a new view to the runs page, called “Comparison”, this view allows a side-by-side comparison of runs. Each column is one run and each row is a field (info, metadata, params, or metrics) of that run.

compare-runs

The comparison view comes with two modes, that can be used individually or together: diff mode and changes mode.

  • Diff mode: allows to see rows(info, metadata, params, or metrics) where the constant values are hidden and only fields with changes are shown. compare-diff-on
  • Changes mode: allows to see changes (up/down) of values for info, metrics, or params rows based on a baseline run, users can change the baseline run by clicking the Pin icon. compare-changes-on

Learn More about Polyaxon

This blog post just goes over a couple of features that we shipped in v1.12. To learn more about all the features, fixes, and enhancements, please visit the release notes and the short term roadmap.

Polyaxon continues to grow quickly and keeps improving and providing the simplest machine learning abstraction. We hope that these updates will improve your workflows and increase your productivity, and again, thank you for your continued feedback and support.

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