Comment by azim

What's likely going on is fairly complicated to delve in to in a comment thread like this. However one possibility is that Linux just has a terribly hard time scheduling with that many cores. Processes attempt to maintain locality up to a point, but tend to move around between cpus when another has more free time. Moving results in a cold cache needing refreshing, and that significantly slows down work.