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VectorizeIt

Experiments on Vectorization Techniques

Considerations for goal setup

  • How effective are currently available vectorization tools?
  • How to get ideas for improving vectorization?
  • How to accumulate knowledge for vectorization techniques?
  • How to objectively compare vectorization artifacts including speedup, effort, hw/sw impact, etc.?
  • How to share vectorization outcomes easily?
  • How to automate vectorization tasks?

Benchmarks

  • Levine's vectorization benchmark

Workflow

  • define goals of experiment
  • put benchmarks in place
  • setup testing for the benchmarks
  • setup data collection for the benchmarks
  • setup analysis for the benchmarks
  • define goals of next experiment and return back to one of previous steps

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