why compute cluster is not found in workspace

Question

why compute cluster is not found in workspace

BS MEA 0

Getting error while creating a ML job. I am selecting compute cluster then i get error msg "The AutoMLJob input is invalid. Compute bsmea1 not found in workspace" but works fine with serverless compute. this issue started today itself. job training with compute cluster was working fine before today. User's image

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Answer 1

Amira Bedhiafi 33,631 Volunteer Moderator

Hello BS MEA !

Thank you for posting on Microsoft Learn.

The Azure ML compute cluster that you are using, is either unavailable, deleted, or facing connectivity issues.

Since this issue started today and was working fine previously, consider the following troubleshooting steps:

Go to Azure ML Studio > Compute > Compute clusters. Check if the cluster is available, running, or deallocated. If the cluster is in a deleting or failed state, try recreating it.

If the cluster is Stopped or Deallocated, start it manually. If it’s in an Error state, check logs for more details.

You can run the following command to list available compute clusters:

az ml compute list --resource-group <your-resource-group> --workspace-name <your-ml-workspace>

https://learn.microsoft.com/en-us/answers/questions/1328231/error-input-request-is-invalid-on-automl-jobs

https://stackoverflow.com/questions/78550892/unable-to-create-an-azure-machine-learning-workspace-using-the-cli

BS MEA 0 Reputation points

2025-03-20T05:11:11.1033333+00:00

Hello Amira,

Thank you for your time.

I have already tried with the steps you mentioned, everything looks right. Compute cluster is healthy and visible in ML workspace. It worked perfectly for a year, yesterday all of sudden this error started popping up. I have also diagnosed the compute, there was no issues
Saideep Anchuri 9,500 Reputation points Moderator

2025-03-20T07:12:41.7066667+00:00
Hi BS MEA

Here are some steps:

Check the logs for the compute cluster in your ML workspace.

Ensure that the compute cluster has adequate resources, such as CPU, memory, and disk space, to manage the workloads assigned to it.

Ensure that your user account has the necessary permissions to access the compute cluster within the workspace.

It might be an intermediate issue.

Restart the compute cluster or set it back to its original settings to make sure everything is functioning properly.

Kindly refer below link: troubleshooting

Thank You.
BS MEA 0 Reputation points

2025-03-20T08:31:37.43+00:00

Hi Saideep, there was only successful runs in previous log.

I have deleted the old compute and create new one in the workspace. Workspace as all necessary permissions.

All while creating the job Compute is visible, but when I submit the job error is shoeing compute is not found in workspace although compute is created inside workspace.

I have attached screenshot of compute page inside workspace.

Thank you!
Saideep Anchuri 9,500 Reputation points Moderator

2025-03-20T08:40:51.9633333+00:00

Hi BS MEA

Verify that the link between your ML workspace and the compute cluster remains active. Look for any alterations in network settings, firewall configurations, or access permissions. Consider whether there were any updates or changes to your ML workspace, cluster configurations, or dependencies If the issue persists, please create a support ticket.

Thank you.
BS MEA 0 Reputation points

2025-03-20T17:19:38.5966667+00:00

I have developer support plan; I am not able to create support ticket
Saideep Anchuri 9,500 Reputation points Moderator

2025-03-20T17:34:26.8833333+00:00

Hi BS MEA

Please see the reference: https://learn.microsoft.com/en-us/answers/questions/2181076/i-bought-a-developer-support-plan-but-i-cant-submi

Thank You.
BS MEA 0 Reputation points

2025-03-20T17:44:21.4333333+00:00

Thanks Saideep, for information. what I got from the new terms and condition of plan is, Microsoft Technical Support will answer the query on Q&A platform, that is this platform on which I have raise concern. should I expect to wait for a response from Microsoft support team?
Saideep Anchuri 9,500 Reputation points Moderator

2025-03-21T02:52:08.6933333+00:00
Hi BS MEA

It seems like you're referring to Microsoft's support process. Typically, Microsoft Technical Support provides responses based on the severity of the issue and the support plan you have.

Critical issues (Severity A) often receive responses within 1-2 hours.

Moderate issues (Severity B) might take around 4 hours.

Low-priority issues (Severity C) could take up to 8 business hours2.

If you're using a Q&A platform like this one, it might not directly connect you to Microsoft's official support team. Instead, this platform is designed for general assistance, and responses may come from community members or AI like me. For urgent or technical concerns, you might want to raise a ticket through Microsoft's official support channels.

Kindly refer below link: https://azure.microsoft.com/en-us/support/plans/response/

Thank You.

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