oneMKL

The oneAPI Math Kernel Library (oneMKL) defines a set of fundamental mathematical routines for use in high-performance computing and other applications. As part of oneAPI, oneMKL is designed to allow execution on a wide variety of computational devices: CPUs, GPUs, FPGAs, and other accelerators. The functionality is subdivided into several domains: dense linear algebra, sparse linear algebra, discrete Fourier transforms, random number generators and vector math.

The general assumptions, design features and requirements for the oneMKL library and host-to-device computational routines will be described in oneMKL Architecture. The individual domains and their APIs are described in oneMKL Domains.

• oneMKL Architecture
  • Execution Model
  • Memory Model
  • API Design
  • Exceptions and Error Handling
  • Other Features
• oneMKL Domains
  • Dense Linear Algebra
  • Sparse Linear Algebra
  • Discrete Fourier Transforms
  • Random Number Generators
  • Vector Math