Programming Language and compiler
Benchmarks

Chapel VS Julia 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.)

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
chapel 4.chpl 2299ms 1.2ms 58.2MB 2277ms 13ms chpl 1.27.0
chapel 3.chpl 2433ms 5.5ms 50.3MB 2413ms 13ms chpl 1.27.0

Input: 15

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3.chpl 222ms 0.5ms 13.1MB 210ms 3ms chpl 1.27.0
chapel 4.chpl 222ms 7.3ms 26.1MB 210ms 0ms chpl 1.27.0
julia 4.jl 307ms 1.6ms 240.5MB 250ms 133ms julia 1.8.1

coro-prime-sieve

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 4004ms 54ms 169.4MB 7737ms 47ms chpl 1.27.0

Input: 1000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 263ms 2.4ms 30.2MB 480ms 3ms chpl 1.27.0

edigits

Input: 250001

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 97ms 0.5ms 36.1MB 90ms 0ms chpl 1.27.0

Input: 100000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 46ms 1.3ms 34.1MB 37ms 3ms chpl 1.27.0

fasta

Input: 2500000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 5-m.chpl 147ms 2.2ms 32.0MB 250ms 3ms chpl 1.27.0
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
chapel 5.chpl 34ms 1.5ms 32.0MB 30ms 7ms chpl 1.27.0
julia 7.jl 460ms 1.4ms 228.1MB 557ms 113ms julia 1.8.1

helloworld

Input: QwQ

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 18ms 3.7ms 32.4MB 10ms 0ms chpl 1.27.0
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

knucleotide

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3-m.chpl 936ms 1.2ms 100.4MB 1733ms 13ms chpl 1.27.0
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
chapel 3-m.chpl 157ms 2.7ms 90.4MB 257ms 10ms chpl 1.27.0
julia 8.jl 817ms 3.9ms 303.8MB 927ms 123ms julia 1.8.1

nbody

Input: 5000000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 363ms 2.4ms 32.4MB 350ms 7ms chpl 1.27.0
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
chapel 2.chpl 56ms 1.3ms 32.4MB 50ms 0ms chpl 1.27.0
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

pidigits

Input: 8000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 2.chpl 593ms 1.5ms 34.1MB 580ms 7ms chpl 1.27.0
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
chapel 2.chpl 154ms 1.9ms 34.1MB 143ms 3ms chpl 1.27.0
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

regex-redux

Input: 2500000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3.chpl 2015ms 13ms 251.7MB 1870ms 133ms chpl 1.27.0

Input: 250000_in

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 3.chpl 222ms 1.0ms 56.8MB 203ms 10ms chpl 1.27.0

secp256k1

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 1536ms 10.0ms 32.3MB 1527ms 0ms chpl 1.27.0

Input: 500

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1.chpl 398ms 0.9ms 32.3MB 383ms 3ms chpl 1.27.0

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
chapel 1-m.chpl 2299ms 91ms 32.5MB 4450ms 7ms chpl 1.27.0
chapel 1.chpl 4375ms 0.8ms 32.5MB 4363ms 3ms chpl 1.27.0

Input: 4000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 581ms 0.2ms 32.5MB 1107ms 0ms chpl 1.27.0
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
chapel 1.chpl 1110ms 0.7ms 32.4MB 1100ms 3ms chpl 1.27.0

Input: 2000

lang code time stddev peak-mem mem time(user) time(sys) compiler compiler/runtime
chapel 1-m.chpl 165ms 2.1ms 32.5MB 287ms 0ms chpl 1.27.0
chapel 1.chpl 306ms 19ms 32.4MB 283ms 10ms chpl 1.27.0
julia 2-m.jl 385ms 1.0ms 204.8MB 477ms 107ms julia 1.8.1
julia 3.jl 476ms 2.8ms 220.2MB 580ms 130ms julia 1.8.1