Hello @Soma Siddhartha
Thanks for reaching out to Microsoft Q and A Forums ,
If your Azure subscription is part of a startup program (e.g., Microsoft for Startups, Azure Sponsorship, or Free Trial), there might be restrictions on requesting GPU vCPU quota increases.
Here’s what you can do:
1. Check Subscription Quota Eligibility:
- Navigate to Azure Portal → Subscription → Usage + Quotas.
- Check if GPU quotas are available for your subscription.
2. Verify with Microsoft for Startups Support:
- If your subscription is part of Microsoft for Startups, reach out to your program contact or support team to check if GPU quotas can be enabled.
3. Request Quota Increase via Support Ticket:
- In Azure Portal, go to Help + Support → Create a new support request.
- Choose Quota Increase → Compute-VM (cores/vCPUs) per region.
- Mention your subscription type.
- If you receive a rejection, ask for an escalation explaining why you need GPU compute.
4. Try a Different VM SKU or Region:
- Some GPU SKUs may not be available under startup programs.
- Check if an alternative SKU or region has available quotas.
- If you’re still unable to increase the quota, contact Microsoft support for further assistance.
I hope this information helps! If it resolves your issue, please consider accepting the answer.