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on LLVM

on LLVM. Roman Stoffel 2011. Overview. Motivation Scala on LLVM Challenges Interesting Subsets. Motivation. Motivation. Scala on LLVM. Challenges: Must-Have . Garbage Collector. Challenges: Optional . Threading. Reflection. Code Loading. Debugging. Challenges: Code Loading.

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on LLVM

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  1. on LLVM Roman Stoffel 2011

  2. Overview • Motivation • Scala on LLVM • Challenges • Interesting Subsets

  3. Motivation

  4. Motivation

  5. Scala on LLVM

  6. Challenges: Must-Have Garbage Collector

  7. Challenges: Optional Threading Reflection Code Loading Debugging

  8. Challenges: Code Loading

  9. Challenges: Code Loading

  10. Scala Specific Optimisations • Improving Function Handling • Get Rid of Object Overhead • Inlining

  11. Interesting Subsets Tiny Scala On Small Systems Compiled Scala Scala In Flavors

  12. Scala in Flavors

  13. Scala in Flavors • Run the ‘regular’ Code on CPU • Run data parallel on GPU or other dedicated hardware • Issues • Interchanging Data • Vectorisation • Memory-Management

  14. on LLVM The End

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