Chris@19: Previous: How Many Threads to Use?, Chris@19: Up: Multi-threaded FFTW Chris@19:
Users writing multi-threaded programs (including OpenMP) must concern Chris@19: themselves with the thread safety of the libraries they Chris@19: use—that is, whether it is safe to call routines in parallel from Chris@19: multiple threads. FFTW can be used in such an environment, but some Chris@19: care must be taken because the planner routines share data Chris@19: (e.g. wisdom and trigonometric tables) between calls and plans. Chris@19: Chris@19:
The upshot is that the only thread-safe (re-entrant) routine in FFTW is
Chris@19: fftw_execute (and the new-array variants thereof). All other routines
Chris@19: (e.g. the planner) should only be called from one thread at a time. So,
Chris@19: for example, you can wrap a semaphore lock around any calls to the
Chris@19: planner; even more simply, you can just create all of your plans from
Chris@19: one thread. We do not think this should be an important restriction
Chris@19: (FFTW is designed for the situation where the only performance-sensitive
Chris@19: code is the actual execution of the transform), and the benefits of
Chris@19: shared data between plans are great.
Chris@19:
Chris@19:
Note also that, since the plan is not modified by fftw_execute,
Chris@19: it is safe to execute the same plan in parallel by multiple
Chris@19: threads. However, since a given plan operates by default on a fixed
Chris@19: array, you need to use one of the new-array execute functions (see New-array Execute Functions) so that different threads compute the transform of different data.
Chris@19:
Chris@19:
(Users should note that these comments only apply to programs using Chris@19: shared-memory threads or OpenMP. Parallelism using MPI or forked processes Chris@19: involves a separate address-space and global variables for each process, Chris@19: and is not susceptible to problems of this sort.) Chris@19: Chris@19:
If you are configured FFTW with the --enable-debug or
Chris@19: --enable-debug-malloc flags (see Installation on Unix),
Chris@19: then fftw_execute is not thread-safe. These flags are not
Chris@19: documented because they are intended only for developing
Chris@19: and debugging FFTW, but if you must use --enable-debug then you
Chris@19: should also specifically pass --disable-debug-malloc for
Chris@19: fftw_execute to be thread-safe.
Chris@19:
Chris@19:
Chris@19: