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GPU Computing with Apple—Wolfram Language Documentation

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• Functions
  • Abs
  • ArcCos
  • ArcCosh
  • ArcSin
  • ArcSinh
  • ArcTan
  • ArcTanh
  • ArrayDepth
  • ArrayPlot
  • ArrayQ
  • ByteCount
  • Cos
  • Cosh
  • CubeRoot
  • Dimensions
  • Divide
  • Exp
  • First
  • Fourier
  • FunctionCompile
  • FunctionCompileExport
  • FunctionCompileExportLibrary
  • GPUArray
  • GPUArrayQ
  • InverseFourier
  • Kurtosis
  • Last
  • Length
  • ListContourPlot
  • ListDensityPlot
  • ListLinePlot
  • ListLogPlot
  • ListPlot
  • ListPolarPlot
  • Log
  • Log10
  • Log2
  • MatrixPlot
  • MatrixQ
  • Max
  • Mean
  • Min
  • MinMax
  • Normal
  • ParallelAxisPlot
  • Part
  • Plus
  • Power
  • RadialAxisPlot
  • RandomComplex
  • RandomInteger
  • RandomReal
  • RealAbs
  • RealSign
  • SeedRandom
  • Sign
  • Sin
  • Sinh
  • Sort
  • Sqrt
  • StandardDeviation
  • Subtract
  • Tan
  • Tanh
  • Times
  • Total
  • Variance
  • VectorQ
• Related Guides
  • CUDA Computation in the Wolfram Language
  • OpenCL Computation in the Wolfram Language
  • Parallel Computing in the Wolfram Language
  • Calling External Programs

GPU computing has become ubiquitous in many areas, ranging from scientific computing and machine learning to games and many more. GPUs provide a parallel processing model that makes it possible to accelerate computations significantly and to handle large datasets efficiently, leading to faster and more powerful processing capabilities. With its GPU-aware array framework, high-level functions and powerful compiler, the Wolfram Language offers state-of-the-art functionality designed to leverage the capabilities of Apple GPUs. Directly manipulate data with GPUs and boost productivity using high-level linear algebra, statistics and mathematical functions without sacrificing performance.

GPUArray — array accessible to GPUs

Normal — convert to an ordinary array

GPUArrayQ — test whether an object is a valid GPU array

ArrayQ  ▪  VectorQ  ▪  MatrixQ  ▪  ArrayDepth  ▪  Dimensions  ▪  Length  ▪  Part  ▪  First  ▪  Last  ▪  ByteCount

Fourier — find the discrete Fourier transform

InverseFourier — find the discrete inverse Fourier transform

SeedRandom — use "GPU" method for pseudorandom number generation

RandomInteger  ▪  RandomReal  ▪  RandomComplex

Mean — descriptive statistics

Variance  ▪  StandardDeviation  ▪  Kurtosis

Sort — order statistics

Min  ▪  Max  ▪  MinMax

Plus, Times — arithmetic functions

Subtract  ▪  Divide  ▪  Total  ▪  Mean

Sin, Cos — trigonometric functions

Tan  ▪  ArcSin  ▪  ArcCos  ▪  ArcTan

Exp, Log — transcendental functions

Log2  ▪  Log10  ▪  Power  ▪  Sqrt  ▪  CubeRoot

Sinh, Cosh — hyperbolic functions

Tanh  ▪  ArcSinh  ▪  ArcCosh  ▪  ArcTanh

Abs, Sign — absolute values and signs

RealAbs  ▪  RealSign

ArrayPlot, MatrixPlot — plot values of an array

ListPlot — data visualization

ListLinePlot  ▪  ListDensityPlot  ▪  ListContourPlot  ▪  ListLogPlot  ▪  ListPolarPlot  ▪  ParallelAxisPlot  ▪  RadialAxisPlot

FunctionCompileExport — export code suitable for GPU architecture

FunctionCompile  ▪  FunctionCompileExportLibrary

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