arXiv Open Access 2012

Data-parallel programming with Intel Array Building Blocks (ArBB)

Volker Weinberg

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Abstrak

Intel Array Building Blocks is a high-level data-parallel programming environment designed to produce scalable and portable results on existing and upcoming multi- and many-core platforms. We have chosen several mathematical kernels - a dense matrix-matrix multiplication, a sparse matrix-vector multiplication, a 1-D complex FFT and a conjugate gradients solver - as synthetic benchmarks and representatives of scientific codes and ported them to ArBB. This whitepaper describes the ArBB ports and presents performance and scaling measurements on the Westmere-EX based system SuperMIG at LRZ in comparison with OpenMP and MKL.

Topik & Kata Kunci

cs.PF cs.PL

Penulis (1)

Volker Weinberg

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APA MLA BibTeX

Weinberg, V. (2012). Data-parallel programming with Intel Array Building Blocks (ArBB). https://arxiv.org/abs/1211.1581

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Informasi Jurnal

Tahun Terbit: 2012
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓