question

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SylvSylv-0472 asked YutongTie-MSFT commented

My ACI endpoint in stuck in transitionning for hours, can't delete the model

My endpoint is still in transitionning after hours. No logs are available...I can't delete the model either since it's attached to the endpoint..
How can I force the deletion / stop the deployment ?

Thanks

azure-machine-learning
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Please let us know if you are still blocked by this issue. Thanks!

Regards,
Yutong

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1 Answer

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YutongTie-MSFT answered

Hello,

Deployment stuck on transitioning could be due to container startup issues caused by failure to load model, improper deployment configuration, or code issues in score.py. Could you please give us some further information so we can help:

  • which compute target did you attempt to deploy, e.g. ACI or AKS


  • what's your model size and deployment configuration

  • what was the error messages?

Note local debug usually will help you identify one of above issues mentioned. https://docs.microsoft.com/en-us/azure/machine-learning/how-to-troubleshoot-deployment-local

Regards,
Yutong

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