Haxe VS Julia benchmarks

Current benchmark data was generated on Mon Feb 06 2023, full log can be found HERE

CONTRIBUTIONS are WELCOME!

[x86_64][2 cores] Intel(R) Xeon(R) Platinum 8272CL CPU @ 2.60GHz (Model 85)

* -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.)

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 4.jl 1231ms 4.7ms 241.4MB 1120ms 197ms julia 1.8.5
haxe 1.hx 1880ms 26ms 146.2MB 2330ms 70ms haxe/cpp 4.2.5
haxe 2.hx timeout 0.0ms 480.8MB 6600ms 247ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 48.6MB 4707ms 277ms haxe/hl/c 4.2.5
haxe 2.hx timeout 0.0ms 83.0MB 4503ms 480ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 49.0MB 4733ms 250ms haxe/hl/jit 1.13.0
haxe 2.hx timeout 0.0ms 130.2MB 4497ms 480ms haxe/hl/jit 1.13.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 126ms 3.3ms 27.7MB 117ms 3ms haxe/cpp 4.2.5
julia 4.jl 343ms 1.7ms 219.2MB 270ms 157ms julia 1.8.5
haxe 2.hx 510ms 9.4ms 60.3MB 587ms 30ms haxe/cpp 4.2.5
haxe 1.hx 909ms 9.0ms 8.6MB 860ms 33ms haxe/hl/c 4.2.5
haxe 1.hx 1133ms 11ms 11.1MB 1077ms 37ms haxe/hl/jit 1.13.0
haxe 2.hx 1314ms 27ms 13.4MB 1213ms 83ms haxe/hl/c 4.2.5
haxe 2.hx 1509ms 8.7ms 25.0MB 1383ms 110ms haxe/hl/jit 1.13.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 7-m.jl 676ms 2.2ms 302.8MB 877ms 187ms julia 1.8.5
haxe 1.hx 3083ms 3.1ms 27.5MB 3050ms 247ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 3.4MB 4683ms 300ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 3.8MB 4750ms 233ms haxe/hl/jit 1.13.0

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 328ms 3.5ms 27.5MB 300ms 33ms haxe/cpp 4.2.5
julia 7.jl 501ms 1.6ms 221.6MB 617ms 130ms julia 1.8.5
haxe 1.hx 769ms 1.0ms 3.3MB 710ms 43ms haxe/hl/c 4.2.5
haxe 1.hx 834ms 0.2ms 3.6MB 770ms 50ms haxe/hl/jit 1.13.0

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 2.7ms 0.7ms 2.4MB 0ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 4.0ms 0.7ms 3.0MB 0ms 0ms haxe/hl/jit 1.13.0
haxe 1.hx 4.3ms 1.7ms 3.2MB 0ms 0ms haxe/cpp 4.2.5
julia 1.jl 211ms 11ms 166.7MB 103ms 110ms julia/aot 1.8.5
julia 1.jl 226ms 7.5ms 171.7MB 130ms 104ms julia 1.8.5

lru

Input: 1000 1000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 189ms 2.3ms 22.3MB 177ms 3ms haxe/cpp 4.2.5
haxe 1.hx 209ms 5.8ms 2.8MB 197ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 229ms 3.3ms 3.6MB 217ms 0ms haxe/hl/jit 1.13.0

Input: 1000 3000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 538ms 8.2ms 27.5MB 523ms 7ms haxe/cpp 4.2.5
haxe 1.hx 610ms 3.4ms 2.8MB 593ms 3ms haxe/hl/c 4.2.5
haxe 1.hx 674ms 13ms 3.7MB 660ms 0ms haxe/hl/jit 1.13.0

Input: 100 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 86ms 0.6ms 14.1MB 73ms 0ms haxe/cpp 4.2.5
haxe 1.hx 102ms 1.2ms 2.9MB 90ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 113ms 0.6ms 3.6MB 100ms 0ms haxe/hl/jit 1.13.0

merkletrees

Input: 17

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 1315ms 13ms 97.2MB 1570ms 50ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 32.7MB 4650ms 333ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 54.0MB 4590ms 393ms haxe/hl/jit 1.13.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 253ms 10ms 28.5MB 243ms 23ms haxe/cpp 4.2.5
haxe 1.hx 1659ms 4.1ms 10.9MB 1533ms 110ms haxe/hl/c 4.2.5
haxe 1.hx 1917ms 76ms 20.2MB 1800ms 103ms haxe/hl/jit 1.13.0

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 7.jl 551ms 2.0ms 168.3MB 490ms 147ms julia/aot 1.8.5
julia 7.jl 716ms 7.3ms 223.4MB 647ms 150ms julia 1.8.5
haxe 2.hx 1107ms 28ms 2.3MB 1097ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 1439ms 3.4ms 2.4MB 1427ms 0ms haxe/hl/c 4.2.5
haxe 3-m.hx 1482ms 19ms 27.6MB 2480ms 23ms haxe/cpp 4.2.5
haxe 2.hx 2488ms 69ms 3.3MB 2477ms 0ms haxe/hl/jit 1.13.0
haxe 1.hx 2618ms 43ms 3.2MB 2600ms 0ms haxe/hl/jit 1.13.0
haxe 1.hx timeout 0.0ms 3.2MB 4990ms 0ms haxe/cpp 4.2.5
haxe 2.hx timeout 0.0ms 3.3MB 4983ms 0ms haxe/cpp 4.2.5
haxe 3.hx timeout 0.0ms 3.3MB 4537ms 443ms haxe/hl/c 4.2.5
haxe 3.hx timeout 0.0ms 3.8MB 4630ms 350ms haxe/hl/jit 1.13.0

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 2.hx 112ms 1.0ms 2.4MB 100ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 147ms 1.1ms 2.4MB 140ms 0ms haxe/hl/c 4.2.5
haxe 3-m.hx 166ms 0.9ms 27.7MB 243ms 10ms haxe/cpp 4.2.5
haxe 2.hx 251ms 0.5ms 3.3MB 237ms 0ms haxe/hl/jit 1.13.0
haxe 1.hx 268ms 6.1ms 3.3MB 253ms 0ms haxe/hl/jit 1.13.0
julia 7.jl 271ms 3.4ms 170.4MB 197ms 143ms julia/aot 1.8.5
julia 7.jl 435ms 3.0ms 225.1MB 367ms 150ms julia 1.8.5
haxe 3.hx 686ms 2.3ms 3.2MB 623ms 47ms haxe/hl/c 4.2.5
haxe 3.hx 824ms 11ms 3.7MB 763ms 43ms haxe/hl/jit 1.13.0
haxe 2.hx 865ms 7.0ms 3.2MB 853ms 0ms haxe/cpp 4.2.5
haxe 1.hx 1043ms 1.1ms 3.2MB 1030ms 0ms haxe/cpp 4.2.5

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1237ms 1.0ms 193.9MB 2083ms 140ms julia 1.8.5
julia 3-m.jl 2142ms 2.6ms 211.2MB 3783ms 160ms julia 1.8.5
haxe 1.hx timeout 0.0ms 7.2MB 4987ms 0ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 3.0MB 4990ms 0ms haxe/hl/c 4.2.5
haxe 1.hx timeout 0.0ms 3.7MB 4987ms 0ms haxe/hl/jit 1.13.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 571ms 2.5ms 192.3MB 777ms 147ms julia 1.8.5
julia 3-m.jl 855ms 17ms 210.0MB 1257ms 160ms julia 1.8.5
haxe 1.hx 1352ms 0.8ms 3.0MB 1340ms 0ms haxe/hl/c 4.2.5
haxe 1.hx 2172ms 0.6ms 6.6MB 2157ms 0ms haxe/cpp 4.2.5
haxe 1.hx timeout 0.0ms 3.6MB 4983ms 0ms haxe/hl/jit 1.13.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
haxe 1.hx 342ms 1.0ms 2.9MB 330ms 0ms haxe/hl/c 4.2.5
julia 2.jl 408ms 1.0ms 194.4MB 473ms 127ms julia 1.8.5
julia 3.jl 519ms 5.1ms 210.5MB 603ms 167ms julia 1.8.5
haxe 1.hx 548ms 1.0ms 5.4MB 533ms 0ms haxe/cpp 4.2.5
haxe 1.hx 2851ms 1.2ms 3.6MB 2840ms 0ms haxe/hl/jit 1.13.0