The X server is not a desktop and is not graphical software the way most people think…it is an API for talking to a a specialized buffer. Most GPU-related commands (including CUDA) are associated to the GPU through the X server. What you are asking about is the nature of the X server and how any software talks to the GPU. Just FYI, this isn’t specific to a Jetson or Ubuntu.
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