I'm also having this problem.
cuda 8.0
Ubuntu 16.04

ls -al /usr/lib/liboshmem*
lrwxrwxrwx 1 root root 18 Feb 25  2016 /usr/lib/liboshmem.so -> 
liboshmem.so.8.1.0

But...

I did discover this:
ls -al /usr/l/lib/liboshmem*
-rwxr-xr-x 1 root root   1040 Jun  1 21:49 /usr/l/lib/liboshmem.la*
lrwxrwxrwx 1 root root     20 Jun  1 21:49 /usr/l/lib/liboshmem.so -> 
liboshmem.so.20.10.1*
lrwxrwxrwx 1 root root     20 Jun  1 21:49 /usr/l/lib/liboshmem.so.20 -> 
liboshmem.so.20.10.1*
-rwxr-xr-x 1 root root 456408 Jun  1 21:49 /usr/l/lib/liboshmem.so.20.10.1*


I'm not sure about this directory... if I accidentally created it myself or 
what.

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https://bugs.launchpad.net/bugs/1597508

Title:
  openmpi-1.10.2 missing liboshmem [and cuda support]

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