This is still broken as of 1:0.8.6.3~0.18.04.2

$ ubuntu-drivers --gpgpu devices
This is gpgpu mode
== /sys/devices/pci0000:c9/0000:c9:02.0/0000:ca:00.0/0000:cb:01.0/0000:cd:00.0 
==
modalias : pci:v000010DEd000020B5sv000010DEsd00001533bc03sc02i00
vendor   : NVIDIA Corporation
driver   : nvidia-driver-470-server - distro non-free
driver   : nvidia-driver-470 - distro non-free recommended
driver   : xserver-xorg-video-nouveau - distro free builtin

This system has 8x A100 compute GPUs, is running Ubuntu Server, and I
specified --gpgpu because I want the server compute drivers.  But U/D is
still insisting on installing the desktop graphics driver instead

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You received this bug notification because you are a member of Desktop
Packages, which is subscribed to ubuntu-drivers-common in Ubuntu.
https://bugs.launchpad.net/bugs/1936679

Title:
  ubuntu-drivers --gpgpu is not installing -server packages

Status in ubuntu-drivers-common package in Ubuntu:
  New

Bug description:
  Discovered while testing the ubuntu-drivers-common package in
  -proposed for bug LP:1898601

  While waiting on bionic to deploy for verification, something was
  bugging me about Focal verification from the other day so I re-
  deployed a DL380 with 4x T4 GPGPUs with Focal and added u-d-c from
  proposed.  What I missed when verifying the other day was that it
  actually isn't installing the -server package on my server in gpgpu
  mode.  After chatting a bit with Alberto, --gpgpu is supposed to
  install the nvidia-driver-VER-server package. Instead, the version in
  -proposed is actually installing nvidia-driver-VER which is incorrect.

  Attached is a tarball from a fresh focal install that includes the
  output when doing 'ubuntu-drivers --gpgpu install' and 'ubuntu-drivers
  --gpgpu debug' after installing the driver.

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