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Reducing the Functionality Gap Between Auto-Vectorization and Explicit Vectorization

Compress/Expand and Histogram

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Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 9903))

Abstract

Explicit vectorization of C/C++ and FORTRAN application programs are pioneered by Intel® Cilk™ Plus and then inherited and enhanced by OpenMP 4.0 and 4.5 standardization. There is a known functionality gap, where some auto-vectorizable code does not have adequate syntax support for explicit vector programming. In this paper, we propose and discuss a few syntax extensions to reduce the gap for compress/expand and histogram idioms, which are commonly seen in high performance computing.

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References

  1. Intel Corporation. “Intel® Parallel Composer 2011 Users Guide”, October 2010

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  2. Tian, X., Saito, H., Girkar, M., Preis, S., Kozhukhov, S., Cherkasov, A., Nelson, C., Panchenko, N., Geva, R.: Compiling C/C ++ SIMD extensions for function and loop vectorization on multicore SIMD processors. In: Proceedings of the 2012 IPDPS Workshops & Ph.D. Forum (2012)

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  3. Klemm, M., Duran, A., Tian, X., Saito, H., Caballero, D., Martorell, X.: Extending OpenMP* with vector constructs for modern multicore SIMD architectures. In: Chapman, B.M., Massaioli, F., Müller, M.S., Rorro, M. (eds.) IWOMP 2012. LNCS, vol. 7312, pp. 59–72. Springer, Heidelberg (2012)

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Correspondence to Hideki Saito .

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© 2016 Springer International Publishing Switzerland

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Saito, H., Preis, S., Panchenko, N., Tian, X. (2016). Reducing the Functionality Gap Between Auto-Vectorization and Explicit Vectorization. In: Maruyama, N., de Supinski, B., Wahib, M. (eds) OpenMP: Memory, Devices, and Tasks. IWOMP 2016. Lecture Notes in Computer Science(), vol 9903. Springer, Cham. https://doi.org/10.1007/978-3-319-45550-1_13

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  • DOI: https://doi.org/10.1007/978-3-319-45550-1_13

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-45549-5

  • Online ISBN: 978-3-319-45550-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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