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Data Parallelism—Wolfram Documentation

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• Functions
  • ClearDistributedDefinitions
  • DistributeDefinitions
  • Method
  • ParallelArray
  • ParallelCases
  • ParallelCombine
  • ParallelDo
  • Parallelize
  • ParallelMap
  • ParallelNeeds
  • ParallelProduct
  • ParallelSelect
  • ParallelSum
  • ParallelTable
• Related Guides
  • Parallel Computing in the Wolfram Language
  • Shared Memory Parallelism
• Related Workflow Guides
  • Managing Kernels
• • Functions
    • ClearDistributedDefinitions
    • DistributeDefinitions
    • Method
    • ParallelArray
    • ParallelCases
    • ParallelCombine
    • ParallelDo
    • Parallelize
    • ParallelMap
    • ParallelNeeds
    • ParallelProduct
    • ParallelSelect
    • ParallelSum
    • ParallelTable
  • Related Guides
    • Parallel Computing in the Wolfram Language
    • Shared Memory Parallelism
  • Related Workflow Guides
    • Managing Kernels

• Functions
  • ClearDistributedDefinitions
  • DistributeDefinitions
  • Method
  • ParallelArray
  • ParallelCases
  • ParallelCombine
  • ParallelDo
  • Parallelize
  • ParallelMap
  • ParallelNeeds
  • ParallelProduct
  • ParallelSelect
  • ParallelSum
  • ParallelTable
• Related Guides
  • Parallel Computing in the Wolfram Language
  • Shared Memory Parallelism
• Related Workflow Guides
  • Managing Kernels
• • Functions
    • ClearDistributedDefinitions
    • DistributeDefinitions
    • Method
    • ParallelArray
    • ParallelCases
    • ParallelCombine
    • ParallelDo
    • Parallelize
    • ParallelMap
    • ParallelNeeds
    • ParallelProduct
    • ParallelSelect
    • ParallelSum
    • ParallelTable
  • Related Guides
    • Parallel Computing in the Wolfram Language
    • Shared Memory Parallelism
  • Related Workflow Guides
    • Managing Kernels

The functional and list-oriented characteristics of the Wolfram Language allow it to provide immediate built-in data parallelism, automatically distributing computations across available computers and processor cores.

Parallelize — perform a computation using automatic parallelization

ParallelMap — map a function in parallel over the elements of a list

ParallelTable — generate a table in parallel

ParallelDo  ▪  ParallelSum  ▪  ParallelProduct  ▪  ParallelArray  ▪  ParallelCases  ▪  ParallelSelect

ParallelCombine — evaluate expressions in parallel and combine their results

DistributeDefinitions — distribute definitions needed for parallel computations

ParallelNeeds — load a package into all parallel subkernels

ClearDistributedDefinitions — clears previously distributed definitions

Method — how computations are distributed ("CoarsestGrained", "FinestGrained", ...)

▪
• Managing Kernels

▪
• Parallel Computing in the Wolfram Language
▪
• Shared Memory Parallelism

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