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@jmendesky jmendesky released this 04 Sep 15:22
· 66 commits to master since this release
v0.4.0
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Learn about vigilant mode.

Training-Time Model Ensembling

We have introduced support for declaring dependencies between training pipelines at training time through produced and consumed artifacts.

Improvements

  • Add new RunConfigurations triggers
    • on changes to the referenced pipeline
    • on changes to the definition of the corresponding run
    • on completion of another run configuration
  • Expose artifacts to be consumed by a dependent run configuration

See https://sky-uk.github.io/kfp-operator/docs/getting-started/example/ for an in-depth example of training-time model ensembling

Bug fixes

  • Store and propagate provider in RunConfigurations #232
  • Filter Runschedules marked for deletion #235
  • Allow valid docker tags in pipeline identifier #281
  • Initialise ServingModelArtifacts in run completion events #282

Deprecation notes

  • All versions other than v1alpha5 are deprecated, and all resources should be upgraded to the latest schema
  • servingModelArtifacts in run completion events has been deprecated in favour of the more generic artifacts

Migration

After upgrading to this version, perform the following steps to ensure optimal behaviour:

  • Force re-upload of RunConfigurations by deleting all RunSchedules and triggering re-creation
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