Looks like I need to compile R and my libraries with AVX2 support.

# list available instructions

    $ gcc -march=native -dM -E - < /dev/null | egrep "SSE|AVX" | sort 

This post has some info, but no benchmarks. https://stackoverflow.com/questions/37213060/does-r-leverage...