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Polyaxon v1.14: Component Latest Runs

Users can quickly search by a specific component and see recent runs for a specific component.

Recent runs using a specific component

Polyaxon tracks a version of each polyaxonfile component used for each run, and in the run’s overview page, users can quickly see all recent runs using that version:

recent-runs

Users can also register the component to be able to use hubRef or --hub without the need to have access to the YAML file to start new operations.

version: 1.1
kind: operation
hubRef: 'acme/myComponent:v1'

or

polyaxon run --hub "acme/myComponent:v1" ...

Filtering by a component version

The runs table can be used to show the component version used for each run to quickly see if, semantically, similar runs are using the same component

comparing-components

And also filter the runs by a specific version

filter-runs-by-component

Learn More about Polyaxon

This blog post just goes over a couple of features that we shipped in v1.14. 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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