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JIRA IssuePipelineRequirement

ACUMOS-1419 - Getting issue details... STATUS


Model performance management: The MEVP pipeline will offer performance management features. As an non exhaustive example of performance management controller capabilities,

  • Convergence performance can lead to early stopping or aborting of training via the performance management controller.
  • Performance across saved model versions can be used by rule based mechanisms that control the subsequent serving pipeline therefore achieving a rudimentary end to end performance management.
  • Performance across different user-defined data slices can lead to actions such as deployment of different model versions. See Training/DP requirements for the definition of a slice.

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