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# Parallel Execution with OpenMP

#### OpenMP

Many of ImageMagick's internal algorithms are threaded to take advantage of speed-ups offered by the multicore processor chips and OpenMP. OpenMP, is an API specification for parallel programming. If your compiler supports OpenMP (e.g. gcc, Visual Studio 2005) directives, ImageMagick automatically includes support. To verify, look for the OpenMP feature of ImageMagick with this command:

    # identify -version
    Version: ImageMagick 7.0.0-0 2011-12-26 Q16 http://www.imagemagick.org
    Copyright: Copyright (C) 1999-2012 ImageMagick Studio LLC
    Features: OpenMP OpenCL

With OpenMP enabled, most ImageMagick algorithms execute on all the cores on your system in parallel. For example, if you have a quad-core system, and attempt to resize an image, the resizing takes place on 4 cores (8 if hyperthreading is enabled).

#### The Perils of Parallel Execution

It can be difficult to predict behavior in a parallel environment. Performance might depend on a number of factors including the compiler, the version of the OpenMP library, the processor type, the number of cores, the amount of memory, whether hyperthreading is enabled, the mix of applications that are executing concurrently with ImageMagick, or the particular image-processing algorithm you utilize. The only way to be certain of the optimal performance, in terms of the number of threads, is to benchmark. ImageMagick includes progressive threading when benchmarking a command and returns the elapsed time and efficiency for one or more threads. This can help you identify how many threads are the most efficient in your environment. Here is an example benchmark for threads 1-8:

    convert -bench 40 model.png -sharpen 0x1 null:
    Performance[1]: 40i 0.712ips 1.000e 14.000u 0:14.040
    Performance[2]: 40i 1.362ips 0.657e 14.550u 0:07.340
    Performance[3]: 40i 2.033ips 0.741e 14.530u 0:04.920
    Performance[4]: 40i 2.667ips 0.789e 14.590u 0:03.750
    Performance[5]: 40i 3.236ips 0.820e 14.970u 0:03.090
    Performance[6]: 40i 3.802ips 0.842e 15.280u 0:02.630
    Performance[7]: 40i 4.274ips 0.857e 15.540u 0:02.340
    Performance[8]: 40i 4.831ips 0.872e 15.680u 0:02.070

In certain cases, it might be optimal to set the number of threads to 1 (e.g. `-limit thread 1`) or to disable OpenMP completely. To disable this feature, add `--disable-openmp` to your configure script command line then rebuild and re-install ImageMagick.

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