AZURE ML STUDIO (FACING PROBLEM IN DEPLOYMENT)

Question

Not enough quota available for Standard_D2as_v4. Current usage/limit: 0/4. Additional requested: 8 (20% more quota than expected may be needed for redundancy purposes on some SKUs) I am facing a problem while deploying model in selecting Virtual machine : standard_DS3_V2

Answer 1

Hi srilatha palleti

Greetings & Welcome to the Microsoft Q&A forum! Thank you for sharing your query.

It seems that you are encountering a quota issue while trying to deploy your model using Azure Machine Learning. The error indicates that you do not have enough quota available for the Standard_D2as_v4 virtual machine, and you need to request additional quota since the current limit is insufficient for your deployment needs.

Can you please check for any unused deployments that you can delete to free up quota or submit a request for a quota increase.

• Navigate to the Azure portal and select All services > Subscriptions > Usage + quotas to view your current quota limits and usage for virtual machines in your subscription.
• Each Azure subscription has limits on the number of virtual machines and vCPUs you can provision. These limits can vary by region and VM family. For example, you might have a total core limit for your subscription, as well as specific limits for different VM families (e.g., D-series)
• If you find that you are at your limit, you can request an increase in your quotas:
• Go to the Usage + quotas page in the Azure portal.
• Select the SKU (in this case, Standard_D2as_v4 or Standard_DS3_v2) for which you'd like to request an increase.
• Provide the new limit value you need and submit the request.
• can you please kindly refer this document https://learn.microsoft.com/en-us/azure/machine-learning/how-to-manage-quotas?view=azureml-api-2#azure-machine-learning-shared-quota

I hope this helps you. Thank you!