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GPU Programming—Wolfram Language Documentation

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• Functions
  • CUDADilation
  • CUDADot
  • CUDAErosion
  • CUDAFourier
  • CUDAFunctionLoad
  • CUDAImageConvolve
  • CUDAInformation
  • CUDAMemoryAllocate
  • CUDAMemoryLoad
  • Fourier
  • GPUArray
  • LeastSquares
  • LinearSolve
  • Mean
  • OpenCLFunctionLoad
  • OpenCLInformation
  • OpenCLMemoryAllocate
  • OpenCLMemoryLoad
  • RandomReal
  • Sort
  • SymbolicCUDAFunction
  • SymbolicOpenCLFunction
• Related Guides
  • CUDA Computation in the Wolfram Language
  • OpenCL Computation in the Wolfram Language
  • GPU Computing in the Wolfram Language
  • Parallel Computing in the Wolfram Language
  • Calling External Programs
  • Summary of New Features in 8.0
• Tech Notes
  • CUDALink User Guide
  • OpenCLLink User Guide

With the Wolfram Language, the enormous parallel processing power of Graphical Processing Units (GPUs) can be used from an integrated built-in interface. Incorporating GPU technology into the Wolfram Language allows high-performance solutions to be developed in many areas, such as financial simulation, image processing and modeling. GPU program creation and deployment is fully integrated with the Wolfram Language's high-level development tools and this gives a productivity boost to move from prototype to large-scale solution.

CUDAInformation — lists all CUDA device information

CUDAImageConvolve — convolves images with specified kernel

CUDAFunctionLoad — loads a user-defined function to run on a GPU using CUDA

CUDAErosion  ▪  CUDADilation  ▪  CUDAFourier  ▪  CUDADot  ▪  ...

CUDAMemoryLoad  ▪  CUDAMemoryAllocate  ▪  SymbolicCUDAFunction  ▪  ...

OpenCLInformation — lists all OpenCL device information

OpenCLFunctionLoad — loads a user-defined function to run on a GPU using OpenCL

OpenCLMemoryLoad  ▪  OpenCLMemoryAllocate  ▪  SymbolicOpenCLFunction  ▪  ...

GPUArray — array stored in memory accessible for GPU computation

LinearSolve  ▪  LeastSquares  ▪  Fourier  ▪  RandomReal  ▪  Mean  ▪  Sort  ▪  ...

▪
• CUDALink User Guide
▪
• OpenCLLink User Guide

▪
• CUDA Computation in the Wolfram Language
▪
• OpenCL Computation in the Wolfram Language
▪
• GPU Computing in the Wolfram Language
▪
• Parallel Computing in the Wolfram Language
▪
• Calling External Programs
▪
• Summary of New Features in 8.0

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