oneAPI Deep Neural Network Library (oneDNN) este o biblioteca open-source multiplatforma pentru aplicatii de invatare profunda. Biblioteca este optimizata pentru procesoarele de arhitectura Intel, grafica procesorului Intel si grafica bazata pe arhitectura Xe. oneDNN are suport experimental pentru urmatoarele arhitecturi:

  • Arm* 64-bit Architecture (AArch64)
  • NVIDIA* GPU
  • OpenPOWER* Power ISA (PPC64)
  • IBMz* (s390x)

Distributia binara a acestui software este disponibila ca Intel oneAPI Deep Neural Network Library in Intel oneAPI. Binare sunt pre-construite pentru Linux , Windows si macOS.

Biblioteca este optimizata pentru urmatoarele procesoare:

  • Intel Atom processor cu Intel SSE4.1
  • 4th, 5th, 6th, 7th, and 8th generation Intel(R) Core(TM) processor
  • Intel(R) Xeon(R) processor E3, E5, and E7 family (Sandy Bridge, Ivy Bridge, Haswell, Broadwell)
  • Intel(R) Xeon Phi(TM) processor (Knights Landing, Knights Mill)
  • Intel Xeon Scalable processor (Skylake, Cascade Lake, Cooper Lake)
  • Intel Xeon Scalable processor (Sapphire Rapids)

Biblioteca este optimizata pentru urmatoarele GPU-uri:

  • Intel HD Graphics
  • Intel UHD Graphics
  • Intel Iris Plus Graphics
  • Xe architecture-based Graphics (DG1 si Tiger Lake)

oneDNN accepta sisteme care indeplinesc urmatoarele cerinte:

  • Os cu Intel 64 / Arm 64 / Power / IBMz
  • C++ compiler with C++11 standard support
  • CMake 2.8.11 or later
  • Doxygen 1.8.5 +
  • Arm Compute Library for builds using Compute Library on AArch64.

Source: github.com

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FlorinM                   gnulinux.ro
FlorinM
Utilizator Linux - Solus OS, pasionat de calatorii.
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