Julia VS OCaml benchmarks

Current benchmark data was generated on Thu Sep 22 2022, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz (Model 106)

* -m in a file name stands for multi-threading or multi-processing

* -i in a file name stands for direct intrinsics usage. (Usage of simd intrinsics via libraries is not counted)

* -ffi in a file name stands for non-stdlib FFI usage

* (You may find time < time(user) + time(sys) for some non-parallelized programs, the overhead is from GC or JIT compiler, which are allowed to take advantage of multi-cores as that's more close to real-world scenarios.)

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ocaml 1.ml 1.9ms 0.5ms 2.5MB 0ms 0ms ocaml 4.14.0
julia 1.jl 197ms 0.7ms 187.2MB 124ms 86ms julia 1.8.1
julia 1.jl 205ms 48ms 178.5MB 114ms 86ms julia/aot 1.8.1

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ocaml 1.ml 470ms 0.2ms 2.6MB 460ms 0ms ocaml 4.14.0
julia 7.jl 554ms 1.2ms 180.3MB 510ms 120ms julia/aot 1.8.1
julia 7.jl 715ms 1.2ms 245.9MB 680ms 110ms julia 1.8.1

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ocaml 1.ml 52ms 3.8ms 2.6MB 40ms 0ms ocaml 4.14.0
julia 7.jl 285ms 60ms 182.1MB 203ms 127ms julia/aot 1.8.1
julia 7.jl 405ms 0.7ms 245.8MB 343ms 143ms julia 1.8.1

nsieve

Input: 12

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 1.jl 427ms 1.7ms 175.5MB 410ms 97ms julia/aot 1.8.1
julia 1.jl 538ms 1.0ms 220.4MB 510ms 110ms julia 1.8.1
ocaml 1.ml 1976ms 10ms 555.7MB 1877ms 87ms ocaml 4.14.0
ocaml 2.ml 2265ms 1.2ms 19.9MB 2247ms 0ms ocaml 4.14.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 1.jl 239ms 30ms 169.1MB 187ms 87ms julia/aot 1.8.1
julia 1.jl 336ms 1.0ms 211.2MB 310ms 107ms julia 1.8.1
ocaml 1.ml 390ms 10ms 142.6MB 353ms 20ms ocaml 4.14.0
ocaml 2.ml 551ms 4.1ms 9.5MB 537ms 0ms ocaml 4.14.0

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 4.jl 1155ms 55ms 258.8MB 1073ms 157ms julia 1.8.1
ocaml 1.ml 3969ms 9.3ms 121.0MB 3927ms 23ms ocaml 4.14.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ocaml 1.ml 271ms 1.1ms 17.4MB 250ms 3ms ocaml 4.14.0
julia 4.jl 307ms 1.6ms 240.5MB 250ms 133ms julia 1.8.1

fannkuch-redux

Input: 11

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1825ms 22ms 230.2MB 3183ms 130ms julia 1.8.1
ocaml 2.ml 3940ms 31ms 2.5MB 3927ms 0ms ocaml 4.14.0

Input: 10

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ocaml 2.ml 326ms 0.7ms 2.6MB 313ms 0ms ocaml 4.14.0
julia 2-m.jl 555ms 1.4ms 230.5MB 700ms 133ms julia 1.8.1

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ocaml 6.ml 423ms 2.2ms 23.9MB 403ms 0ms ocaml 4.14.0
julia 7-m.jl 636ms 1.4ms 299.2MB 890ms 133ms julia 1.8.1

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
ocaml 6.ml 49ms 3.5ms 4.8MB 37ms 0ms ocaml 4.14.0
julia 7.jl 460ms 1.4ms 228.1MB 557ms 113ms julia 1.8.1

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 8.jl 1162ms 1.6ms 318.3MB 1493ms 167ms julia 1.8.1

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 8.jl 817ms 3.9ms 303.8MB 927ms 123ms julia 1.8.1

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 793ms 3.9ms 196.0MB 767ms 100ms julia 1.8.1
julia 1.jl 1425ms 3.7ms 276.0MB 1337ms 170ms julia 1.8.1

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 3.jl 349ms 1.4ms 193.8MB 310ms 120ms julia 1.8.1
julia 1.jl 801ms 26ms 277.4MB 707ms 157ms julia 1.8.1

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1373ms 2.1ms 205.1MB 2407ms 117ms julia 1.8.1
julia 3-m.jl 2069ms 3.9ms 220.3MB 3703ms 130ms julia 1.8.1
ocaml 2.ml timeout 0.0ms 0.0MB 0ms 0ms ocaml 4.14.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 582ms 1.2ms 206.8MB 873ms 103ms julia 1.8.1
julia 3-m.jl 795ms 4.6ms 219.1MB 1213ms 120ms julia 1.8.1
ocaml 2.ml 1645ms 0.1ms 3.4MB 1633ms 0ms ocaml 4.14.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 385ms 1.0ms 204.8MB 477ms 107ms julia 1.8.1
ocaml 2.ml 415ms 0.7ms 3.1MB 400ms 0ms ocaml 4.14.0
julia 3.jl 476ms 2.8ms 220.2MB 580ms 130ms julia 1.8.1