Model state unhealthy : AzureML

v soorya 31

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?

romungi-MSFT 41,961 Reputation points Microsoft Employee

2022-01-28T06:14:06.353+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!!
romungi-MSFT 41,961 Reputation points Microsoft Employee

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?
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).
Nghia Vu 0 Reputation points

2023-03-05T16:32:15.7166667+00:00

Hi @romungi-MSFT ,

I wait for 20 mins but it is still in "unhealthy" mode. Nothing showed in Deployment log.
Gallatin 21V 141 Reputation points

2023-07-14T03:53:22.5866667+00:00

same question
Gallatin 21V 141 Reputation points

2023-07-14T03:53:51.3366667+00:00

same question
Hou Peng (Joe) Lam 0 Reputation points

2023-07-29T17:46:03.1233333+00:00

It will become succeeded and healthy in 10-15 minutes, as mentioned above.