Not enough quota available for Standard_DS3_v2 in [subscription]

Gustaf Liljegren 5 Reputation points
2023-10-06T13:40:45.37+00:00

When following along with the Quickstart: Get started with Azure Machine Learning article

https://learn.microsoft.com/en-us/azure/machine-learning/tutorial-azure-ml-in-a-day?view=azureml-api-2

I ran into this issue when deploying the model:

Not enough quota available for Standard_DS3_v2 in SubscriptionId xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx. Current usage/limit: 2/6. Additional needed: 8

Having now read up on why this happens, I understand I need to ask for more quota for Standard_DS3_v2 cores in my region (although I still don't understand why I need to open a support ticket to follow along with a tutorial) and that's what I tried to do.

In Machine Learning Studio, in the Admin > Quota section, I updated the cores limit, to allow for the extra 8 cores that are apparently needed. I received the following confirmation:

Successfully created support ticket: Please check your email for any updates to your request.

Coincidentally, I looked in my subscription activity log, and saw that my support request had failed. I tried multiple times, and it fails every time. The error code is "ResourceOperationFailure" and the message is "The resource operation completed with terminal provisioning state 'Failed'."

So, what now?

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. Gustaf Liljegren 5 Reputation points
    2023-10-09T13:12:55.79+00:00

    Thank you for the reply. I don't have any support requests on the Help + Support page of Azure portal. Despite the message "Successfully created support ticket [...]", the support ticket is in fact not created. This looks like a bug to me. I tried once again today with the same results.

    Anyhow, I managed to get the code in the tutorial running by removing the compute cluster (used to train the model in the tutorial), and setting the compute instance to a Standard_DS2_v2 VM. These steps allowed me to get within 6 cores, which is what I have by default for this family and region. I would like to be able to raise that limit though.

    1 person found this answer helpful.

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