July 2022 Product Release Notes

  • Kubernetes version 1.22 now the preferred version for versions of Wallaroo released after the July 2022 release (code name Simca) and beyond.
  • Wallaroo’s shadow deployments, used for A/B Testing or parallel deployments, now include the challenger models’ outputs as part of the InferenceResult object.
  • Logging is updated to display both regular logs that include only the champion models, and shadow logs that include the shadow deployed model outputs grouped by inputs. These features allow organizations to test and compare different ML models from the same data to pick the that best fits their requirements.
  • For more details, see the blog post https://www.wallaroo.ai/blog/the-what-why-and-how-of-a/b-testing and a sample tutorial demonstrating how to deploy a shadow deployment with multiple challengers and display the results on the Wallaroo Tutorial repository.

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Wallaroo

Wallaroo

Wallaroo enables data scientists and ML engineers to deploy enterprise-level AI into production simpler, faster, and with incredible efficiency.