If you are running on Mac OS X 10.5, the latest compilation of 3dREMLfit uses OpenMP, which is a parallelizer software package. If you are running on Linux, we don't compile with OpenMP for Linux yet, but it is possible to do so yourself if you have gcc 4.2 (or later) installed.