Tesla A2 is not being use by ARCGIS Pro on windows server 2019 Standard

I am facing an issue, as my Tesla A2 is not appearing in task-manager or in dxdiag. it is showing via Nvidia-smi that the GPU is working fine with appropriate driver CUDA Toolkit. but is not able to take load. even when i try to run ARCGIS PRO software. The CPU takes all the load and GPU remains at 0%. please help me out on this what do i have to and in future i need to run hyper V on that super and share this card resources with my VMs. in that case do i need extra drivers to work this on VMs.