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Bit-Precise Reasoning via Int-Blasting

Talkat VMCAI 2022 · 2022-01-16..01-18· [compilers-and-language-design]
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Introduces int-blasting: translating bit-vector formulas to integer arithmetic plus uninterpreted functions and implementing four variants (eager/lazy × sum/bitwise) inside cvc5. Evaluated on ~40k QF_BV SMT-LIB cases, ~55k rewrite-rule candidates (10 widths each from 16 to 8192), and 35 real-world 256-bit smart-contract VCs. Shows int-blasting, especially the lazy bitwise mode, outperforms bit-blasting on large bit-widths (wins start around 512 bits) and solves the most of the 35 contract benchmarks; bit-blasting still wins on many SMT-LIB families.

AI-written summary · about

  1. 0:00Introduction
  2. 0:18Presentation
  3. 0:44General Subject
  4. 1:45BitBlasting
  5. 2:56integerbased approach
  6. 4:08IntBlasting
  7. 6:39Translation function
  8. 8:25Arithmetic operators
  9. 9:09Shift operators
  10. 10:03Bitwise operators
  11. 10:22Implicit assumption
  12. 11:21Variants
  13. 12:00Eager Variance
  14. 12:41Sum Mode
  15. 13:40Gamma
  16. 15:16Delta
  17. 15:59Conclusion
  18. 16:59Comparison
  19. 17:56ST Label
  20. 18:11Rewrite Rules
  21. 19:02Benchmarks
  22. 19:30Results
  23. 22:37Discussion
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