compute library

We have hosted the application compute library in order to run this application in our online workstations with Wine or directly.

Quick description about compute library:

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

Programming Language: C++.
Categories: