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Loop Rerolling for Hardware Decompilation

Talkat PLDI 2023 · 2023-06-17..06-21· [compilers-and-language-design]
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Defines hardware loop rerolling to recover syntactic loops from netlists by combining clone detection with sketch-based program synthesis using Rosette, and introduces the Maki IR as the bridge between nets and HDL. Implementation processes 53 PyRTL/SystemVerilog netlists (Yosys used for synthesis), rerolls loops in 52/53 cases, yields mean simulation speedup of 6x (up to 30x), and reduces artifact size by about 39%, with one large benchmark timing out.

AI-written summary · about

  1. 0:00Hardware decompilation
  2. 1:25Why it matters
  3. 3:09Hardware loop rerolling
  4. 5:15Solution approach
  5. 6:59Loop identification
  6. 8:03Rolling loops
  7. 10:30Performance evaluation
  8. 12:14Conclusion
  9. 12:56Q&A
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