Azure ML custom image tag and registry

Question

Is there a way we can customize the image tags and names produced by Azure ML? Also, is it possible to push the images to private registry rather than container registry (the default one in azure ML)?

Or if we can download image from container registry to Jfrog in Azure Devops?

I need to do this to write deploy pipeline in AzDO. I am not AZML expert, want to help team as DevOps who has started using AZML newly and not aware of how to set this up.

Answer 1

When registering model in AML generally model versions auto-increment. For more flexible indicators of model quality you can customize tags & properties. You could also put an evaluation gate in to run pre-registration.

MLOps patterns using azdo here.