Performant Dynamically Typed E-Graphs in Pure Julia

التفاصيل البيبلوغرافية
العنوان: Performant Dynamically Typed E-Graphs in Pure Julia
المؤلفون: Cheli, Alessandro, Heim, Niklas
سنة النشر: 2024
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Programming Languages, Computer Science - Symbolic Computation, I.1.3
الوصف: We introduce the third major version of Metatheory.jl, a Julia library for general-purpose metaprogramming and symbolic computation. Metatheory.jl provides a flexible and performant implementation of e-graphs and Equality Saturation (EqSat) that addresses the two-language problem in high-level compiler optimizations, symbolics and metaprogramming. We present results from our ongoing optimization efforts, comparing the state-of-the-art egg Rust library's performance against our system and show that performant EqSat implementations are possible without sacrificing the comfort of a direct 1-1 integration with a dynamic, high-level and an interactive host programming language.
Comment: 8 pages, 5 figures, submission for 2024 PLDI e-graph workshop
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2404.08751
رقم الأكسشن: edsarx.2404.08751
قاعدة البيانات: arXiv