Wow, just found this bug.

I am one of the upstream Open MPI developers; we just had this exact
issue reported to us, and I reported it in
https://bugs.launchpad.net/ubuntu/+source/openmpi/+bug/1838684.  I guess
I'll go mark that one as a duplicate of this one.

The fix for this issue is very, very simple -- someone just needs to fix
Ubuntu's recipe for building Open MPI to *not* include --enable-
heterogeneous.

We'd also strongly suggest that Ubuntu at least upgrade to the latest
Open MPI 2.1.x (which is 2.1.6, at the time of this writing).  There are
later series available (we're up to Open MPI v4.0.x these days), but
Open MPI v2.1.6 is ABI compatible with the already-shipping-in-Ubuntu
Open MPI v2.1.1.

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

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

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