Missing benchmark output explanation

[aaronang]

It is not clear to me whether the output is based on the wall clock or CPU time. Could we add this to the documentation?

[vchuravy]

It's wall clock. I started adding CPU time in #94 but I got distracted along the way (and found it to be tricky across platforms)