For free/VS MCT subscriptions vcore quota limit of 6 in eastus causes endpoint deployment failure
strugdt opened this issue · 2 comments
Describe the bug or the issue that you are facing
Please can we also consider changing the VM type for compute, and I see for a Trial/Free Subscription/Visual Studio MCT Subscriptions, in the region selected 'éastus' a quota limit of 6 vcore applies. As a result all subsequent provisioning for say compute for batch interencing will fail for all using trial subscription. Perhaps would be nice to put a note before deploying endpoints exercise, that there is need to adjust either region, or vm type to suceed.
Code: InferencingClientCreateDeploymentFailed
Message: InferencingClient HttpRequest error, error detail: {"errors":{"VmSize":["Not enough quota available for Standard_DS3_v2 in SubscriptionId fe0c79f9-9d6e-43fc-8d3f-d9e79d40ea49. Current usage/limit: 0/6. Additional needed: 8 Please see troubleshooting guide, available here: [https://aka.ms/oe-tsg#error-outofquota"]}
Thanks a lot!
Steps/Code to Reproduce
For free subscriptions, limit of 6 vcores for the given vm type in eastus region fails due to not enough vcore available to further provision compute for endpoint deployment.
Expected Output
We can perhaps add a note for users to either change region, and vm type upfront at the beginning as per their available quota in the ADO pipelines. I believe up to 20 vcore for many other regions and vm type would suffice.
Versions
ADO
Which platform are you using for deploying your infrastrucutre?
Azure DevOps (ADO)
If you mentioned Others, please mention which platformm are you using?
No response
What are you using for deploying your infrastrucutre?
Bicep
Are you using Azure ML CLI v2 or Azure ML Python SDK v2
Azure ML CLI v2
Describe the example that you are trying to run?
Tabular/Classic