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evaluates expr using automatic parallelization.

Details and OptionsDetails and Options

  • Parallelize[expr] automatically distributes different parts of the evaluation of expr among different available kernels and processors.
  • Parallelize[expr] normally gives the same result as evaluating expr, except for side effects during the computation.
  • Parallelize has attribute HoldFirst, so that expressions are not evaluated before parallelization.
  • The Method option for Parallelize specifies the parallelization method to use. Possible settings include:
  • "CoarsestGrained"break the computation into as many pieces as there are available kernels
    "FinestGrained"break the computation into the smallest possible subunits
    "EvaluationsPerKernel"->ebreak the computation into at most e pieces per kernel
    "ItemsPerEvaluation"->mbreak the computation into evaluations of at most m subunits each
    Automaticcompromise between overhead and load-balancing
  • Method->"CoarsestGrained" is suitable for computations involving many subunits, all of which take the same amount of time. It minimizes overhead, but does not provide any load balancing.
  • Method->"FinestGrained" is suitable for computations involving few subunits whose evaluations take different amounts of time. It leads to higher overhead, but maximizes load balancing.
  • The DistributedContexts option for Parallelize specifies which symbols appearing in expr have their definitions automatically distributed to all available kernels before the computation.
  • The default value is DistributedContexts:>$Context, which distributes definitions of all symbols in the current context, but does not distribute definitions of symbols from packages.
Introduced in 2008
| Updated in 2010