I went and built Intel MPI Benchmarks 2018 as well as OMB 5.4.1 w/ Intel 18 
compiler suite + OpenMPI 2.1.3; I built similar but purely with the MPI that 
comes with Intel 18.

What I found is that for both benchmark suites, they hang when at a scale of at 
least 640 ranks, and in particular with the Gather/Gatherv collective for 
message size >= 8KB, when the OpenMPI 2.1.3 version is used.   If I use the 
Intel 18 MPI version, both run fine up to 1024 ranks (the max I did).   It is 
possible that for both benchmark suites, they could have hung on some other 
collectives, but I am wondering if anyone has encountered similar.  These 
benchmarks were done over the same InfiniBand fabric and computer hosts.

--john
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