The Compute Library is a set of computer vision and machine learning functions optimized for both Arm CPUs and GPUs using SIMD technologies. The library provides superior performance to other open-source alternatives and immediate support for new Arm® technologies e.g. SVE2.

Features

  • Open source software available under a permissive MIT license
  • Over 100 machine learning functions for CPU and GPU
  • Multiple convolution algorithms (GeMM, Winograd, FFT, Direct and indirect-GeMM)
  • Support for multiple data types: FP32, FP16, INT8, UINT8, BFLOAT16
  • Micro-architecture optimization for key ML primitives
  • Highly configurable build options enabling lightweight binaries
  • Advanced optimization techniques such as kernel fusion, Fast math enablement and texture utilization
  • Device and workload specific tuning using OpenCL tuner and GeMM optimized heuristics

Project Samples

Compute Library Screenshot 1

Project Activity

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Categories

Machine Learning

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

C++

Related Categories

C++ Machine Learning Software

Registered

2024-06-20
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