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CUDA
EntityQ477690· pop 37· linked from 469 articles

Also known as Compute Unified Device Architecture, Nvidia CUDA, Nvidia Compute Unified Device Architecture, NVIDIA CUDA, NVIDIA Compute Unified Device Architecture, Nvidia Cuda, NVIDIA Cuda

CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing. CUDA was created by Nvidia starting in 2004 and was officially released in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture, but Nvidia later dropped the common use of the acronym and now rarely expands it.

Key facts

Software.name
CUDA
Software.screenshot
Nvidia CUDA Logo.jpg
Software.author
Ian BuckJohn Nickolls
Software.developer
Nvidia
Software.programming language
C
Software.operating_system
Windows, Linux
Software.platform
Supported GPUs
Software.genre
GPGPU
Software.license
Proprietary

via Wikipedia infobox

Wikidata facts

Image
Nvidia CUDA Logo.jpg
Show 3 more facts
software version identifier
13.2.0
inception
2007-06-23
Commons category
CUDA
Sources (6)

via Wikidata · CC0

~47 min read

Article

23 sections
Contents
  • Background
  • Ontology
  • Programming abilities
  • Advantages
  • Limitations
  • Example
  • GPUs supported
  • Version features and specifications
  • Data types
  • Floating-point types
  • Version support
  • Tensor cores
  • Technical specifications
  • Multiprocessor architecture
  • Usages of CUDA architecture
  • Comparison with competitors
  • Intel OneAPI
  • Unified Acceleration Foundation (UXL)
  • AMD ROCm
  • See also
  • References
  • Further reading
  • External links

CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing. CUDA was created by Nvidia starting in 2004 and was officially released in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture, but Nvidia later dropped the common use of the acronym and now rarely expands it.

CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs. In addition to drivers and runtime kernels, the CUDA platform includes compilers, libraries and developer tools to help programmers accelerate their applications.

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