I am facing exactly the same issue.
Trying to install Cuda Toolkit 8.1 from NVIDIA developement archive : 
impossible.

It's really annoying for opencv, tensorflow users...

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https://bugs.launchpad.net/bugs/1753796

Title:
  Conflict between libglx-mesa and nvidia-390 on Ubuntu 18.04 (pre-
  release)

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