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Goal

Goal. Increase performance Use all available resources Adapt to changes Increase productivity Use high-level language Generic algorithm implementations. (some) Existing solutions. Milepost Doesn’t adapt Autotuners Very complex! SEJITS Kernels in ELL Delite Custom DSLs PetaBricks

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Goal

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Presentation Transcript

  1. Goal • Increase performance • Use all available resources • Adapt to changes • Increase productivity • Use high-level language • Generic algorithm implementations

  2. (some) Existing solutions • Milepost • Doesn’t adapt • Autotuners • Very complex! • SEJITS • Kernels in ELL • Delite • Custom DSLs • PetaBricks • Separate language • Improvements! Performance Delite Systemlanguages Manuallyoptimized Scriptinglanguages SEJITS Milepost PetaBricks Autotuners Productivity

  3. Existingsolutions • Insufficient productivity • Manual efficiency layer implementation • Custom language • Insufficient performance • Limited usage of resources(unless specifically implemented) • Tied to a single environment

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