Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,321 questions
Model state unhealthy : AzureML
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(128, 13%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVS%3C/text%3E%3C/svg%3E)
v soorya
31
Reputation points
I have trained a model using Azure AutoML and when I am trying to deploy it I am getting unhealthy model state. Not sure what the problem might be. could you help out?
Azure Machine Learning
{count} votes
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romungi-MSFT 48,891 Reputation points Microsoft Employee Moderator2022-01-28T06:14:06.353+00:00 @v soorya Did you get a chance to check the logs of the deployment for any error? The logs should be available from the Deployment Logs tab of your endpoint name that you have provided while deploying the model. Thanks!!
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romungi-MSFT 48,891 Reputation points Microsoft Employee Moderator
2022-01-31T15:37:09.15+00:00 @v soorya Did you get a chance to lookup the logs and check what could be causing the endpoint to go unhealthy?
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v soorya 31 Reputation points
2022-02-09T18:41:35.34+00:00 Hello @romungi-MSFT , Thanks for the response. The deployed model turned into healthy state from unhealthy state when I waited for a longer time (15 mins).
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![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(3.2, 87%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENV%3C/text%3E%3C/svg%3E)
Nghia Vu 0 Reputation points2023-03-05T16:32:15.7166667+00:00 Hi @romungi-MSFT ,
I wait for 20 mins but it is still in "unhealthy" mode. Nothing showed in Deployment log.
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![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(259.20000000000005, 7.000000000000001%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EG2%3C/text%3E%3C/svg%3E)
Gallatin 21V 206 Reputation points2023-07-14T03:53:22.5866667+00:00 same question
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Gallatin 21V 206 Reputation points
2023-07-14T03:53:51.3366667+00:00 same question
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![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(179.20000000000002, 15%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELH%3C/text%3E%3C/svg%3E)
Lam, Hou Peng (Joe) 0 Reputation points2023-07-29T17:46:03.1233333+00:00 It will become succeeded and healthy in 10-15 minutes, as mentioned above.
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