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.