Chapel VS Julia benchmarks

Current benchmark data was generated on Sun Jan 29 2023, 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.)

binarytrees

Input: 18

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 4.jl 1112ms 26ms 239.5MB 1023ms 163ms julia 1.8.5
chapel 4.chpl 2288ms 2.0ms 39.5MB 2273ms 7ms chpl 1.29.0
chapel 3.chpl 2480ms 30ms 37.5MB 2453ms 7ms chpl 1.29.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 4.chpl 222ms 4.9ms 7.3MB 207ms 0ms chpl 1.29.0
chapel 3.chpl 232ms 0.8ms 11.3MB 220ms 0ms chpl 1.29.0
julia 4.jl 304ms 1.4ms 221.2MB 263ms 120ms julia 1.8.5

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 4045ms 127ms 59.5MB 7877ms 30ms chpl 1.29.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 275ms 5.3ms 13.7MB 503ms 3ms chpl 1.29.0

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 93ms 4.0ms 5.7MB 83ms 3ms chpl 1.29.0

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 44ms 0.3ms 22.8MB 40ms 0ms chpl 1.29.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 5-m.chpl 147ms 1.7ms 3.8MB 250ms 0ms chpl 1.29.0
julia 7-m.jl 630ms 2.1ms 291.8MB 860ms 147ms julia 1.8.5

Input: 250000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 5.chpl 30ms 3.2ms 3.5MB 33ms 0ms chpl 1.29.0
julia 7-m.jl 451ms 0.5ms 226.0MB 563ms 117ms julia 1.8.5

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 14ms 3.1ms 2.6MB 15ms 0ms chpl 1.29.0
julia 1.jl 179ms 0.4ms 163.9MB 114ms 70ms julia/aot 1.8.5
julia 1.jl 194ms 1.8ms 171.2MB 132ms 76ms julia 1.8.5

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3-m.chpl 1017ms 73ms 88.2MB 1800ms 30ms chpl 1.29.0
julia 8.jl 1118ms 9.1ms 273.3MB 1470ms 157ms julia 1.8.5

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3-m.chpl 174ms 13ms 77.8MB 270ms 20ms chpl 1.29.0
julia 8.jl 763ms 4.0ms 259.1MB 847ms 143ms julia 1.8.5

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 372ms 2.9ms 2.6MB 363ms 0ms chpl 1.29.0
julia 7.jl 549ms 0.1ms 168.6MB 507ms 120ms julia/aot 1.8.5
julia 7.jl 709ms 1.2ms 224.5MB 663ms 120ms julia 1.8.5

Input: 500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 55ms 2.2ms 20.2MB 50ms 0ms chpl 1.29.0
julia 7.jl 246ms 3.3ms 169.8MB 210ms 100ms julia/aot 1.8.5
julia 7.jl 395ms 6.8ms 223.7MB 333ms 133ms julia 1.8.5

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 592ms 4.7ms 6.1MB 587ms 0ms chpl 1.29.0
julia 3.jl 791ms 4.6ms 176.9MB 760ms 103ms julia 1.8.5
julia 1.jl 1373ms 3.2ms 260.8MB 1303ms 147ms julia 1.8.5

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 147ms 1.3ms 3.6MB 140ms 0ms chpl 1.29.0
julia 3.jl 342ms 0.3ms 176.2MB 307ms 113ms julia 1.8.5
julia 1.jl 780ms 23ms 261.5MB 710ms 133ms julia 1.8.5

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3.chpl 1984ms 37ms 221.7MB 1840ms 130ms chpl 1.29.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3.chpl 223ms 1.1ms 39.6MB 197ms 17ms chpl 1.29.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 1534ms 2.5ms 32.3MB 1520ms 3ms chpl 1.29.0

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 400ms 2.7ms 32.3MB 387ms 3ms chpl 1.29.0

spectral-norm

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 1370ms 7.3ms 192.9MB 2410ms 103ms julia 1.8.5
julia 3-m.jl 2107ms 0.8ms 211.4MB 3787ms 123ms julia 1.8.5
chapel 1-m.chpl 2252ms 12ms 32.3MB 4413ms 10ms chpl 1.29.0
chapel 1.chpl 4379ms 5.0ms 32.4MB 4373ms 0ms chpl 1.29.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
julia 2-m.jl 578ms 0.1ms 192.5MB 853ms 110ms julia 1.8.5
chapel 1-m.chpl 583ms 1.8ms 32.7MB 1113ms 3ms chpl 1.29.0
julia 3-m.jl 804ms 1.2ms 210.3MB 1233ms 120ms julia 1.8.5
chapel 1.chpl 1114ms 2.0ms 32.3MB 1100ms 7ms chpl 1.29.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 166ms 1.9ms 32.3MB 287ms 3ms chpl 1.29.0
chapel 1.chpl 296ms 2.0ms 32.3MB 287ms 3ms chpl 1.29.0
julia 2-m.jl 381ms 2.7ms 192.3MB 467ms 113ms julia 1.8.5
julia 3.jl 477ms 5.1ms 211.5MB 577ms 137ms julia 1.8.5