Summary:
Under certain settings, it is desirable to use multi-threaded
evaluation even though it is inefficient due to Python's GIL. This set of
changes allows for it.

Reviewed By: rbgirshick

Differential Revision: D6827125

fbshipit-source-id: 845647bd09198c35bb6d06c1a453a817d0dcf784