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Total Regional Cores quota error

Lukas Buser (s) 11 Reputation points
2022-10-08T21:52:41.547+00:00

Dear all
I have a free Microsoft Azure student account. I am using Microsoft Azure automated ML and DESIGNER.
I tried to deploy my model, which I created in DESIGNER.
For that, I need to create Compute, Inference clusters. When I do so, I always receive an error message: "Operational could not be completed as it results in exceeding approved Total Regional Cores quota". I tested various options, but all failed. I always chose Switzerland North, as it is the closest.
In addition, I constructed a new resource group. However, this did not make any difference.
I read something about altering the Subscription (Azure for Students). However, then I'm not sure if I have to pay for the upgrade?

May you can tell me how it works with "Azure for students" when I want to deploy my model? How can I build a Compute, Inference clusters?

Thank you for your feedback.

Best regards

Lukas

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. Andreas Baumgarten 103.1K Reputation points MVP
    2022-10-08T22:14:01.357+00:00

    Hi @Lukas Buser (s) ,

    each Azure subscription has is quotas for different Azure services.
    Depending on the type of Azure subscription it is a hard hard quota limit, for instance for Free Trial subscriptions.
    https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits#managing-limits

    You an get the details of the usage and the quotas in the Azure Portal for each subscription:

    248648-image.png

    For vCPUs for Azure Compute resources there are quotas per region in Total and per VM SKU.
    For instance Total Regional vCPUs = 20
    For each VM Series (e.g. Ev3 Series/Family) = 20
    You have to take care for both quotas, the Total and the VM Family quota per region, as they are working together and related to each other.

    Depending on the type of Azure Subscription and the Azure Resource you could increase the quota by yourself or via Azure Support.
    I have no Azure for Students subscription. So I am not able to give you an answer about the costs. But you should be able to get the information which Azure resources are included in the Azure Students subscription and which resources are charged in addition.
    https://azure.microsoft.com/en-gb/offers/ms-azr-0170p/

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    (If the reply was helpful please don't forget to upvote and/or accept as answer, thank you)

    Regards
    Andreas Baumgarten

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  2. Lukas Buser (s) 11 Reputation points
    2022-10-09T09:44:44.14+00:00

    Thank you for your feedback.
    When I chose "user settings", I receive following answer: No access