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Idiomatic Lisp and the Nbody Benchmark

a day ago
  • #Performance
  • #Benchmark
  • #Lisp
  • The article discusses the concept of idiomatic Lisp programming and its performance, using the nbody benchmark as a case study.
  • It challenges the claim that Lisp is slower than C by demonstrating how idiomatic Lisp can achieve performance parity with C through metaprogramming and DSL creation.
  • The author defines idiomatic code as code that aligns with a language's characteristics and represents fluent programming practices.
  • A key point is that idiomatic Lisp involves using its multi-paradigm and metaprogramming features to adapt the language to the problem, rather than forcing the problem into a specific style.
  • The author creates a kernel DSL in Lisp to rewrite the nbody benchmark, resulting in code that is both more readable and matches C's performance.
  • Benchmark results show the Lisp kernel DSL implementation (median 1651 ms) performing similarly to the C version (median 1657 ms), while a conventional loopy Lisp version is slower (median 2005 ms).
  • The implementation relies on a 700-line Lisp library and the SBCL compiler, contrasting with the extensive codebase of GCC, to highlight Lisp's efficiency and flexibility.
  • The article concludes that idiomatic Lisp can be competitive with C in performance while offering unique benefits like reusability and expressiveness.