Hello
Microsoft Azure offers a wide range of virtual machine (VM) sizes, including GPU-optimized VMs that are designed for compute-intensive, graphics-intensive, and visualization workloads. These VMs are available with single, multiple, or fractional GPUs and can be used to run demanding applications such as interactive games.
As for the concern about being banned for consuming too many resources, I couldn’t find any information about Microsoft Azure banning users for consuming too many resources on their virtual machines. However, it’s always a good idea to monitor your resource usage and ensure that you are staying within the limits of your subscription.
https://learn.microsoft.com/en-us/azure/virtual-machines/sizes-gpu