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Automated Proof Generation for Associative and Distributive Rewriting with E-Graphs

Talkat EGRAPHS 2024 · on Monday, 2024-06-24· [compilers-and-language-design]
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Encodes a dependently typed DSL for symmetric monoidal categories and the ZX calculus into egglog by computing dependent-type arguments as functions and emitting partial composition checks that reject invalid diagrams. An automatic lemma translator produces rewrites with associativity and distributivity guards; search solves real library structural rewrites in <0.5s, replacing about 25% of repetitive code and turning ~3 minutes of manual proof work into instant rewrites. Plans target egglog proof extraction via Metatheory.jl and Coq.

AI-written summary · about

  1. 0:00Problem and motivation
  2. 2:53E-graphs with COQ
  3. 6:29Structural rewrites in COQ
  4. 9:01ZX calculus to E-graphs
  5. 12:57Dependent types in E-graphs
  6. 14:01Avoiding E-graph blowup
  7. 16:27Structural rewrite example
  8. 17:51Proof production in E-graphs
  9. 18:32Limitations of E-graph proofs
  10. 20:00Future work and integration
  11. 20:42Summary
  12. 21:04Q&A
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