The DGX spark desktop shipped with Ubuntu, but I haven't seen if it has a bunch of Nvidia specific repos for drivers etc. needed to make it function.

Assuming all that stuff is upstreamed (and they aren't using oddball webcam/input devices etc) it should have much better support than Qualcomm.

Fingers crossed!