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  1. Unification of Static and Dynamic Analyses to Enable Vectorization

    • This paper defines, implements, and applies a systematic process for combining the information acquired by static analysis by modern compilers with information acquired by a targeted, high-resoSee more

    Execution Environment

    All performance measurements and tests were carried out on the Stampede … See more

    Springer
    Upper Bound Case Studies

    An upper bound on the potential performance enhancement obtainable through enhancing vectorization can be estimated by applying the first three steps of the workf… See more

    Springer
    Validation Case Studies

    Satish et al. and Krishnaiyer et al. present a variety of codes where experts in compilers and performance analysis manually identified specific loops. These loops were characteriz… See more

    Springer
    Benchmark Case Studies

    The LavaMD and SRAD codes from the Rodinia benchmark suite and the Conjugate Gradient (CG) code from the NAS benchmarks suite were used as test application… See more

    Springer
    Application Case Studies

    We chose MILC , LBM and LULESH for the application case studies because these codes are known to have complex loop structures and complex data structures and thus offer o… See more

    Springer
    Analysis of Case Studies

    The validation case studies demonstrated that the automatic process for dynamic profiling and recommending code modifications matches the … See more

    Springer
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  1. Unification of Static and Dynamic Analyses to Enable …

    WEBJan 1, 2014 — This paper presents a fully automatic approach to loop parallelization that integrates the use of static and run-time analysis and thus overcomes many known difficulties such as nonlinear...

  2. Unification of Static and Dynamic Analyses to Enable Vectorization

  3. Using Hardware Counters to Predict Vectorization

  4. "Unification of Static and Dynamic Analyses to Enable Vectorization."

  5. Dynamic trace-based analysis of vectorization potential of …

  6. Vector seeker: a tool for finding vector potential - ACM Digital …

  7. Unification of Static and Dynamic Analyses to Enable Vectorization

  8. An Evaluation of Vectorization and Cache Reuse Tradeoffs on …