For free/VS MCT subscriptions vcore quota limit of 6 in eastus causes endpoint deployment failure

[strugdt]

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

[setuc]

Disussing in #123

[setuc]

Added a note in the documentation and merged the PR https://github.com/Azure/mlops-v2/pull/125