According to the changelog, this has been fixed in Debian with version
3.0.1~rc1-2 of src:openmpi. A fixed version of the package is available
in Eoan and Focal. I agree it would be nice fix this in Bionic too; this
requires a Stable Release Update (SRU):

  https://wiki.ubuntu.com/StableReleaseUpdates

and as the openmpi package is in universe the process needs to be
community driven. Given that the fix is on the packaging bits, and not
on openmpi itself, I expect it would go smoothly.

Jeff: updating to new upstream versions normally of out of the scope of
SRUs (see link above). The next Ubuntu LTS release is just a couple of
months away :)

** Also affects: openmpi (Ubuntu Eoan)
   Importance: Undecided
       Status: New

** Also affects: openmpi (Ubuntu Focal)
   Importance: Undecided
       Status: Confirmed

** Also affects: openmpi (Ubuntu Bionic)
   Importance: Undecided
       Status: New

** Changed in: openmpi (Ubuntu Focal)
       Status: Confirmed => Fix Released

** Changed in: openmpi (Ubuntu Eoan)
       Status: New => Fix Released

** Changed in: openmpi (Ubuntu Bionic)
       Status: New => Confirmed

** Also affects: openmpi (Debian) via
   https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=886336
   Importance: Unknown
       Status: Unknown

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https://bugs.launchpad.net/bugs/1731938

Title:
  Invalid results with OpenMPI because of --enable-heterogeneous

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