How to use CUDA on Azure VM NC4as_T4_v3 Windows 11? MM tree

Is there anyone who can successfully installed CUDA on Azure VM NC4as_T4_v3?

Installing GRID driver didn’t work. (Do I need to install CUDA upon GRID, or I must not install GRID?) But DirectML worked.

Installing Nvidia GPU driver extension didn’t work. But DirectML worked.

Upon Nvidia GPU driver extension, installing CUDA toolkit 12.6 didn’t work.

It looks like CUDA toolkit successfully installed and the sample code worked. The problem is that the third party app doesn’t recognize CUDA correctly. I’m looking into it.