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DBakhuis avatar image
2 Votes"
DBakhuis asked Luciano-5548 commented

ML endpoint not accessible after stopping/restarting ACI

I have been developing a ML model using Azure ML workspace and the azure-ml SDK. The development of the model and deployment of the model works using the SDK. I have confirmed multiple times that after the endpoint is created I can call it with the correct payload and the webservice will return the correct results.

However, once I deploy a model to ACI and stop-start or restart the container instance resource in Azure. The endpoint stops working and I get a timeout error when calling the webservice.

Have any of you run into the same issues when deploying an Azure ML model to ACI?

azure-machine-learningazure-machine-learning-inference
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We are facing the same issue. Is there any tracker where I can track this issue?

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Any idea on this fix?

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@Luciano-5548 This has been fixed. Are you still seeing any issue regarding to it?

Regards,
Yutong

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3 Votes"
YutongTie-MSFT answered DerrickBakhuis-7402 commented

Hello,

The engineering team has confirmed this is a bug and we are in discussion about this bug. I will keep eyes on it and will let you know if there is any update. Thanks for reaching out to us.

Regards,
Yutong

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Thank you! My team will be in anticipation of your research.

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YutongTie-MSFT avatar image
1 Vote"
YutongTie-MSFT answered Luciano-5548 commented

Hello everyone,

This issue has been confirmed fixed. It should work now with no issue. Please let me know if you are still suffering from bugs/ errors/...

Regards,
Yutong

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We have confirmed that the issue has been fixed. The endpoint can be called again after stopping and starting the ACI or after restarting the ACI.

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We are having the same issue again right now

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Hello, we are having the same issue today again. Are you sure that is correctly fixed?

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