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arxiv: 2404.08751 · v3 · pith:A3ROIJUZnew · submitted 2024-04-12 · 💻 cs.PL · cs.SC

Performant Dynamically Typed E-Graphs in Pure Julia

classification 💻 cs.PL cs.SC
keywords performante-graphseqsathigh-leveljulialibrarymetaprogrammingmetatheory
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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.

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