This is the cause of Python thread performance cap on only one cpu core.
- Python’s thread is a real system thread
- GIL causing multi-core CPU to be slower (on cpu bound task)
- new GIL is coming ? better CPU bound task, worse I/O bound task (need some improvement)
Just read : http://www.dabeaz.com/python/UnderstandingGIL.pdf