In the Matmul benchmark, "Julia Native" ranks 1st. What is Julia Native?
On Wednesday, January 27, 2016 at 7:02:51 AM UTC+1, Nitin Arora wrote: > > Check out this thread. There seems to be discussion on this matter > already. Looks like the code used for these benchmarks was not well > optimized for Julia and looks they are including Julia startup time and JIT > compilation. > > https://groups.google.com/d/topic/julia-users/4AgBccftrps/discussion > > and > > https://github.com/JuliaLang/julia/issues/14808#event-527206420 > > > On Tuesday, January 26, 2016 at 8:07:54 PM UTC-8, George wrote: >> >> I was surprised to se the results on the following benchmarks: >> https://github.com/kostya/benchmarks >> >> Some benchmarks of different languages >> <https://github.com/kostya/benchmarks#brainfuck>Brainfuck >> >> Brainfuck <https://github.com/kostya/benchmarks/tree/master/brainfuck> >> <https://github.com/kostya/benchmarks#benchb>bench.b >> LanguageTime,sMemory, Mb >> Nim Clang 3.21 0.7 >> Felix 4.07 1.3 >> Nim Gcc 4.52 0.6 >> Java 4.94 147.6 >> C++ 5.08 1.1 >> Rust 5.46 4.9 >> Scala 5.90 116.3 >> D 6.57 1.0 >> D Ldc 6.61 0.9 >> Crystal 6.97 1.3 >> Go 7.29 1.3 >> Javascript Node 8.74 15.0 >> D Gdc 8.87 1.0 >> Julia 9.25 59.0 >> Javascript V8 9.41 8.1 >> Go Gcc 13.60 10.0 >> Python Pypy 13.94 55.4 >> Javascript Jx 17.14 11.0 >> C# Mono 18.08 15.4 >> OOC 48.86 1.3 >> Ruby JRuby 87.05 124.1 >> Ruby Topaz 112.91 36.0 >> Ruby JRuby9K 160.15 297.2 >> Ruby 226.86 8.0 >> Tcl 262.20 2.7 >> Python 452.44 4.9 >> Ruby Rbx 472.08 45.0 >> Python3 480.78 5.5 <https://github.com/kostya/benchmarks#mandelb>mandel.b >> >> Mandel in Brainfuck >> <https://github.com/kostya/benchmarks/blob/master/brainfuck/mandel.b> >> LanguageTime,sMemory, Mb >> Nim Clang 28.96 1.0 >> Felix 40.06 3.7 >> D Ldc 43.30 0.9 >> D 45.29 1.2 >> Rust 46.34 4.9 >> Crystal 48.62 1.3 >> Nim Gcc 50.45 0.9 >> Go 52.56 7.6 >> Java 55.14 69.9 >> Cpp 56.63 1.1 >> Scala 64.37 126.4 >> D Gdc 70.12 1.5 >> Go Gcc 85.67 10.7 >> Javascript Node 92.65 15.8 >> Julia 94.33 56.9 >> ... > >
