PERI Auto-Tuning

نویسندگان

  • Jacqueline Chame
  • Chun Chen
  • Jack Dongarra
  • Mary Hall
  • Jeffrey K. Hollingsworth
  • Paul Hovland
  • Shirley Moore
  • Keith Seymour
  • Jaewook Shin
  • Ananta Tiwari
  • Sam Williams
  • Haihang You
  • David H. Bailey
چکیده

The enormous and growing complexity of today's high-end systems has increased the already significant challenges of obtaining high performance on today's equally complex scientific applications. Application scientists are faced with a daunting challenge in tuning their codes to exploit performance-enhancing architectural features. The Performance Engineering Research Institute (PERI) is working towards the goal of automating portions of the performance tuning process. This paper describes PERI’s overall strategy for auto-tuning tools, and recent progress in both building auto-tuning tools and demonstrating their success on kernels, some taken from large-scale applications.

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تاریخ انتشار 2008