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Benchmarks compilation speeds of different combinations of languages and compilers.

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compiler-benchmark

Benchmarks compilation speeds of different combinations of languages and compilers. Supported languages are:

Languages with Natives Compilers

Languages with Bytecode Compilers:

  • OCaml (using ocamlopt),
  • C# (using mcs), and
  • Java (using javac).

A subset of these can be installed on Ubuntu (tested on 20.04) via the script ./install-compilers-on-ubuntu-20.04.sh in this repo.

Install Python 3 packages

./install-python-packages.sh

How it works

A benchmark is typically performed as

./benchmark \
    --function-count=$FUNCTION_COUNT \
    --function-depth=$FUNCTION_DEPTH \
    --run-count=5

for suitable values of $FUNCTION_COUNT and FUNCTION_DEPTH or simply

./benchmark

for defaulted values of all the parameters.

A subset of languages combined with set of compilers to benchmark can be chosen as, for instance,

./benchmark --languages=C:tcc,C:gcc,C++,D:dmd,D:ldmd2,D:gdc,Rust

This will generate code into the directory generated and then, for each combination of language, operation type and compiler, run the supported benchmarks. At the end a Markdown-formatted table showing the results of the benchmark is printed to standard output. Note that the compilation times in this table are titled Time [us/#fn] meaning in unit microseconds normalized with number of test functions generated, that is divided by args.function_count * args.function_depth).

GCC and Clang doesn't perform all semantic checks for C++ (because it's too costly). This is in contrast to D's and Rust's compilers that perform all of them.

Sample generated code

To understand how the code generation works we can, for instance, do

./benchmark --function-count=3 --function-depth=2 --run-count=5

This will, for the C language case, generate a file generated/c/main.c containing

long add_long_n0_h0(long x) { return x + 15440; }
long add_long_n0(long x) { return x + add_long_n0_h0(x) + 95485; }

long add_long_n1_h0(long x) { return x + 37523; }
long add_long_n1(long x) { return x + add_long_n1_h0(x) + 92492; }

long add_long_n2_h0(long x) { return x + 39239; }
long add_long_n2(long x) { return x + add_long_n2_h0(x) + 12248; }


int main(__attribute__((unused)) int argc, __attribute__((unused)) char* argv[]) {
    long long_sum = 0;
    long_sum += add_long_n0(0);
    long_sum += add_long_n1(1);
    long_sum += add_long_n2(2);
    return long_sum;
}

Compiler Object Caches

The numerical constants are randomized using a new seed upon every call. This makes it impossible for any compiler to utilize any caching mechanism upon successive calls with same flags that affect the source generation. The purpose of this is to make the comparison between compilers with no or different levels of caching more fair.

The caching of the Go reference compiler go, for instance, is effectively disabled by this randomization.

Generics

For each languages $LANG that supports generics an additional templated source file main_t.$LANG will be generated alongside main.$LANG equivalent to the contents of main.$LANG apart from that all functions (except main) are templated. This templated source will be benchmarked aswell. The column Templated in the table below indicates whether or not the compilation is using templated functions.

Conclusions (from sample run shown below)

TCC build speed is varstly superior because of its single-pass code-generation architecture. Partly because parsing the C programming language that doesn’t have to deal with forward declarations and thereby limiting the parsing (and memory allocation) scope to a single function.

The Tiny C compiler (TCC) (tcc) is by a large margin, the fastest, closely followed by the C compiler Cuik, Vox and D's dmd. Note that Vox is an experimental language and Cuik is an experimental C compiler.

The performance of both GCC and Clang gets significanly worse with each new release (currently 8, 9, 10 in the table below).

The templated (generic) C++ source checks about 3 times slower than the non-generic one using gcc-8 but only about 2.3 times slower for gcc-10. For clang++-10 the slowdown is only about 1.6. The corresponding slowdown for generic D (dmd) is about 2.5 times. On the other hand, the generic Rust version interestingly is processed 2-3 times faster than the non-generic version.

Julia's JIT-compiler is (currently) very memory hungry. A maximum recommended product of function-count and function-depth for Julia is 5000. Julia will therefore be excluded from the benchmark when this maximum is reached.

OCaml's optimizing native compiler ocamlopt is very slow for large inputs and is therefore disabled when the product of function-count and function-depth exceeds 10000.

Sample Run on Intel Core (Tiger Lake R0) [Willow Cove] {Sunny Cove}, 10nm++

The output on a Intel Core (Tiger Lake R0) [Willow Cove] {Sunny Cove}, 10nm++ running Ubuntu 22.04 for the sample call

./benchmark --function-count=200 --function-depth=200 --run-count=5

results in the following table (copied from the output at the end).

Lang-uage Temp-lated Check Time [us/fn] Compile Time [us/fn] Build Time [us/fn] Run Time [us/fn] Check RSS [kB/fn] Build RSS [kB/fn] Exec Version Exec Path
D No 5.7 (4.1x) 14.4 (10.7x) 16.2 (11.5x) 46 (3.1x) 5.0 (10.6x) 14.7 (31.6x) v2.107.0-beta.1-136-gc5c4def18f dmd
D No 4.3 (3.1x) 67.5 (50.4x) 68.2 (48.6x) 218 (14.6x) 6.3 (13.5x) 20.8 (44.8x) 1.36.0 ldmd2
D No 4.7 (3.4x) 186.6 (139.3x) 183.8 (130.8x) 37 (2.5x) 4.8 (10.2x) 19.5 (41.9x) 11.4.0 gdc
D Yes 17.4 (12.6x) 29.1 (21.7x) 30.9 (22.0x) 45 (3.0x) 13.8 (29.6x) 23.8 (51.2x) v2.107.0-beta.1-136-gc5c4def18f dmd
D Yes 17.2 (12.5x) 83.0 (61.9x) 83.2 (59.2x) 217 (14.5x) 15.3 (32.9x) 29.6 (63.6x) 1.36.0 ldmd2
D Yes 11.0 (8.0x) 195.8 (146.1x) 192.6 (137.0x) 34 (2.3x) 13.6 (29.1x) 29.1 (62.5x) 11.4.0 gdc
C No 1.4 (best) 1.3 (best) 1.4 (best) 15 (best) 0.5 (best) 0.5 (best) 0.9.28rc tcc
C No 4.1 (3.0x) 27.9 (20.8x) 29.7 (21.1x) 275 (18.4x) 4.6 (10.0x) 49.7 (106.8x) ~master cuik
C No 8.0 (5.8x) 220.7 (164.7x) 219.1 (155.9x) 22 (1.5x) 3.0 (6.5x) 14.0 (30.1x) 12.3.0 gcc
C No 6.1 (4.4x) 173.8 (129.7x) 174.2 (124.0x) 22 (1.4x) 2.8 (6.0x) 14.4 (30.9x) 11.4.0 gcc-11
C No 8.0 (5.8x) 221.6 (165.4x) 221.1 (157.4x) 22 (1.5x) 3.0 (6.5x) 14.0 (30.1x) 12.3.0 gcc-12
C No 13.5 (9.8x) 84.3 (62.9x) 85.8 (61.1x) 347 (23.2x) 2.9 (6.1x) 10.8 (23.3x) 14.0.0-1 clang
C No 13.3 (9.6x) 81.7 (61.0x) 83.5 (59.4x) 183 (12.2x) 2.2 (4.8x) 9.7 (20.9x) 13.0.0 clang-13
C No 13.6 (9.8x) 83.8 (62.5x) 85.7 (61.0x) 313 (21.0x) 2.8 (6.1x) 10.8 (23.3x) 14.0.0-1 clang-14
C No 13.9 (10.1x) 82.1 (61.3x) 83.9 (59.7x) 320 (21.4x) 2.9 (6.3x) 10.8 (23.1x) 15.0.7 clang-15
C No 14.5 (10.5x) 86.7 (64.7x) 87.9 (62.6x) 257 (17.2x) 2.8 (6.0x) 10.9 (23.5x) 17.0.6 clang-17
C++ No 18.0 (13.0x) 229.2 (171.1x) 231.4 (164.7x) 27 (1.8x) 4.8 (10.3x) 16.8 (36.1x) 12.3.0 g++
C++ No 12.7 (9.2x) 185.4 (138.3x) 185.0 (131.7x) 23 (1.5x) 4.5 (9.7x) 14.3 (30.7x) 11.4.0 g++-11
C++ No 18.2 (13.2x) 229.4 (171.2x) 231.5 (164.7x) 22 (1.5x) 4.7 (10.2x) 16.8 (36.1x) 12.3.0 g++-12
C++ No 17.3 (12.6x) 90.6 (67.6x) 93.3 (66.4x) 347 (23.2x) 3.0 (6.4x) 10.8 (23.3x) 14.0.0-1 clang
C++ No 17.2 (12.5x) 88.9 (66.4x) 91.0 (64.8x) 180 (12.0x) 2.4 (5.1x) 9.8 (21.0x) 13.0.0 clang-13
C++ No 17.5 (12.7x) 90.8 (67.8x) 93.3 (66.4x) 312 (20.9x) 3.0 (6.4x) 10.8 (23.3x) 14.0.0-1 clang-14
C++ No 18.2 (13.2x) 89.5 (66.8x) 91.9 (65.4x) 297 (19.9x) 3.0 (6.5x) 10.8 (23.3x) 15.0.7 clang-15
C++ No 18.3 (13.2x) 94.6 (70.6x) 96.4 (68.6x) 278 (18.6x) 2.9 (6.2x) 10.9 (23.5x) 17.0.6 clang-17
C++ Yes 34.7 (25.2x) 274.7 (205.0x) 287.4 (204.5x) 21 (1.4x) 8.3 (17.8x) 20.9 (45.0x) 12.3.0 g++
C++ Yes 27.7 (20.1x) 227.3 (169.6x) 240.8 (171.4x) 22 (1.5x) 8.2 (17.7x) 20.8 (44.7x) 11.4.0 g++-11
C++ Yes 34.5 (25.0x) 275.0 (205.3x) 288.0 (205.0x) 23 (1.5x) 8.3 (17.8x) 20.9 (45.0x) 12.3.0 g++-12
C++ Yes 28.4 (20.6x) 99.1 (73.9x) 113.2 (80.6x) 351 (23.5x) 4.8 (10.3x) 14.0 (30.2x) 14.0.0-1 clang
C++ Yes 28.3 (20.5x) 98.3 (73.4x) 112.4 (80.0x) 179 (12.0x) 4.2 (9.0x) 13.2 (28.3x) 13.0.0 clang-13
C++ Yes 28.6 (20.7x) 98.6 (73.6x) 113.3 (80.6x) 347 (23.2x) 4.8 (10.3x) 14.0 (30.2x) 14.0.0-1 clang-14
C++ Yes 29.7 (21.5x) 98.3 (73.4x) 112.4 (80.0x) 319 (21.3x) 4.9 (10.4x) 14.2 (30.5x) 15.0.7 clang-15
C++ Yes 30.5 (22.1x) 102.9 (76.8x) 116.8 (83.1x) 275 (18.4x) 4.8 (10.3x) 14.2 (30.6x) 17.0.6 clang-17
Ada No N/A N/A 752.0 (535.2x) 38 (2.5x) N/A 31.8 (68.4x) 12.3.0 gnat
Ada No N/A N/A 755.5 (537.7x) 40 (2.7x) N/A 31.8 (68.4x) 12.3.0 gnat-12
Go No 8.1 (5.9x) N/A N/A N/A 4.3 (9.3x) N/A 1.21.6 gotype
Go No N/A N/A 344.1 (244.9x) 24 (1.6x) 7.2 (15.5x) 23.9 (51.3x) 12.3.0 gccgo-12
Go No N/A N/A 113.8 (81.0x) 57 (3.8x) N/A 27.5 (59.2x) 1.21.6 go
Swift No 429.3 (311.0x) N/A 679.0 (483.2x) 913 (61.1x) 9.3 (20.1x) 24.2 (51.9x) 5.9.2 swiftc
Zig No 12.1 (8.8x) N/A 226.2 (161.0x) 106 (7.1x) 3.1 (6.7x) 27.2 (58.4x) 0.12.0-dev.2341+92211135f zig
Zig Yes 14.1 (10.2x) N/A 232.9 (165.8x) 78 (5.2x) 3.5 (7.5x) 27.7 (59.6x) 0.12.0-dev.2341+92211135f zig
Rust No 28.1 (20.4x) N/A 157.2 (111.9x) 680 (45.5x) 14.5 (31.2x) 33.1 (71.1x) 1.77.0-nightly rustc
Rust Yes 41.4 (30.0x) N/A 116.2 (82.7x) 726 (48.7x) 16.9 (36.2x) 26.8 (57.6x) 1.77.0-nightly rustc
Nim No 36.3 (26.3x) N/A 358.5 (255.2x) 60 (4.0x) 4.4 (9.4x) sampling error 2.0.2 nim
C# No N/A N/A 15.5 (11.1x) 349 (23.4x) N/A 4.7 (10.1x) 6.12.0.200 mcs
C# No N/A N/A 182.2 (129.6x) 1477 (98.9x) N/A 8.8 (19.0x) 3.9.0-6.21124.20 csc
N/A N/A N/A N/A N/A N/A N/A 12.6 (27.2x) N/A N/A
N/A N/A N/A N/A N/A N/A N/A 17.2 (37.0x) N/A N/A
OCaml No N/A N/A 82.0 (58.3x) 19 (1.3x) N/A 16.0 (34.3x) 4.13.1 ocamlc
Julia No N/A N/A 287.5 (204.6x) N/A N/A 12.4 (26.6x) 1.11.0-DEV julia
Julia Yes N/A N/A 231.4 (164.6x) N/A N/A 10.6 (22.7x) 1.11.0-DEV julia

Sample Run on AMD Ryzen Threadripper 3960X 24-Core

The output on an AMD Ryzen Threadripper 3960X 24-Core Processor running Ubuntu 22.04 for the sample call

./benchmark --function-count=200 --function-depth=200 --run-count=1

results in the following table (copied from the output at the end).

Lang-uage Temp-lated Check Time [us/fn] Compile Time [us/fn] Build Time [us/fn] Run Time [us/fn] Check RSS [kB/fn] Build RSS [kB/fn] Exec Version Exec Path
Vox No 1.5 (best) N/A 5.2 (3.3x) 42 (1.2x) 1.1 (2.8x) 3.6 (8.1x) master vox
Vox Yes 2.0 (1.4x) N/A 6.1 (3.9x) 65 (1.8x) 2.0 (5.1x) 4.4 (9.9x) master vox
D No 6.3 (4.2x) 13.4 (7.4x) 17.9 (11.4x) 72 (2.0x) 4.6 (11.5x) 12.2 (27.2x) v2.097.0-275-g357bc9d7a dmd
D No 7.4 (5.0x) 90.8 (49.9x) 99.6 (63.5x) 219 (6.2x) 5.7 (14.3x) 19.7 (43.8x) 1.26.0 ldmd2
D No 6.4 (4.3x) 240.5 (132.3x) 237.5 (151.5x) 40 (1.1x) 4.5 (11.2x) 19.2 (42.6x) 10.3.0 gdc
D Yes 12.7 (8.5x) 21.9 (12.0x) 25.9 (16.5x) 64 (1.8x) 13.0 (32.5x) 21.4 (47.6x) v2.097.0-275-g357bc9d7a dmd
D Yes 14.2 (9.6x) 102.0 (56.1x) 110.6 (70.6x) 302 (8.6x) 14.9 (37.4x) 29.3 (65.3x) 1.26.0 ldmd2
D Yes 12.4 (8.3x) 287.4 (158.0x) 286.8 (182.9x) 56 (1.6x) 13.2 (33.1x) 28.3 (63.0x) 10.3.0 gdc
C No 1.8 (1.2x) 1.8 (best) 1.6 (best) 44 (1.3x) 0.4 (best) 0.4 (best) 0.9.27 tcc
C No 5.3 (3.5x) N/A N/A N/A 1.7 (4.2x) N/A unknown cproc
C No 8.2 (5.5x) 274.2 (150.8x) 282.0 (179.8x) 55 (1.6x) 2.9 (7.4x) 14.3 (31.9x) 9.3.0 gcc
C No 8.2 (5.5x) 273.6 (150.4x) 278.8 (177.8x) 54 (1.5x) 3.0 (7.5x) 14.3 (31.8x) 9.3.0 gcc-9
C No 6.0 (4.0x) 220.4 (121.2x) 224.9 (143.4x) 55 (1.6x) 2.8 (7.1x) 14.3 (31.9x) 10.3.0 gcc-10
C No 14.7 (9.9x) 121.9 (67.0x) 125.9 (80.3x) 1045 (29.8x) 1.8 (4.4x) 9.4 (20.9x) 10.0.0-4 clang-10
C No 15.6 (10.5x) 121.7 (66.9x) 124.7 (79.5x) 376 (10.7x) 1.9 (4.7x) 9.4 (21.0x) 11.0.0-2 clang-11
C++ No 20.1 (13.5x) 290.9 (159.9x) 293.3 (187.0x) 42 (1.2x) 4.4 (11.1x) 14.4 (32.1x) 9.3.0 g++
C++ No 19.9 (13.4x) 291.9 (160.5x) 294.6 (187.9x) 48 (1.4x) 4.4 (11.0x) 14.4 (32.1x) 9.3.0 g++-9
C++ No 14.9 (10.0x) 235.8 (129.6x) 238.4 (152.0x) 35 (best) 4.4 (11.1x) 14.1 (31.3x) 10.3.0 g++-10
C++ No 21.1 (14.2x) 135.2 (74.4x) 137.9 (87.9x) 1022 (29.1x) 1.9 (4.7x) 9.5 (21.1x) 10.0.0-4 clang-10
C++ No 21.8 (14.6x) 133.8 (73.6x) 135.3 (86.3x) 314 (8.9x) 2.0 (5.0x) 9.5 (21.2x) 11.0.0-2 clang-11
C++ Yes 40.0 (26.9x) 346.4 (190.5x) 370.5 (236.2x) 47 (1.3x) 7.8 (19.6x) 23.6 (52.6x) 9.3.0 g++
C++ Yes 40.0 (26.8x) 346.3 (190.4x) 362.8 (231.3x) 52 (1.5x) 7.8 (19.6x) 23.6 (52.5x) 9.3.0 g++-9
C++ Yes 31.4 (21.1x) 285.9 (157.2x) 309.2 (197.2x) 45 (1.3x) 8.0 (20.2x) 21.9 (48.7x) 10.3.0 g++-10
C++ Yes 35.0 (23.5x) 152.1 (83.7x) 186.4 (118.9x) 1049 (29.9x) 3.7 (9.2x) 14.1 (31.4x) 10.0.0-4 clang-10
C++ Yes 35.8 (24.1x) 132.1 (72.6x) 168.6 (107.5x) 403 (11.5x) 3.8 (9.6x) 14.3 (31.9x) 11.0.0-2 clang-11
Ada No N/A N/A 791.2 (504.5x) 93 (2.7x) N/A 31.8 (70.8x) 10.3.0 gnat
Ada No N/A N/A 802.8 (511.9x) 94 (2.7x) N/A 31.8 (70.8x) 10.3.0 gnat-10
Go No 12.9 (8.7x) N/A N/A N/A 3.8 (9.5x) N/A 1.16.5 gotype
Go No N/A N/A 377.3 (240.6x) 48 (1.4x) 6.4 (15.9x) 24.3 (54.1x) 10.3.0 gccgo-10
Go No N/A N/A 117.6 (75.0x) 119 (3.4x) N/A 27.5 (61.1x) 1.16.5 go
Swift No 349.4 (234.7x) N/A 830.0 (529.3x) 138 (3.9x) 5.9 (14.9x) 16.9 (37.5x) 5.3.3 swiftc
V No N/A N/A 17.9 (11.4x) 451 (12.8x) N/A 12.1 (27.0x) 0.2.2 v
V Yes N/A N/A 19.0 (12.1x) 402 (11.4x) N/A 12.6 (28.0x) 0.2.2 v
Zig No 62.6 (42.0x) N/A 284.8 (181.6x) 831 (23.7x) 21.7 (54.4x) 33.6 (74.8x) 0.8.0 zig
Zig Yes 81.6 (54.8x) N/A 303.5 (193.6x) 917 (26.1x) 29.9 (74.9x) 39.9 (88.7x) 0.8.0 zig
Rust No 126.0 (84.7x) N/A 412.9 (263.3x) 1659 (47.3x) 13.9 (34.8x) 30.3 (67.5x) 1.53.0-nightly rustc
Rust Yes 140.5 (94.4x) N/A 258.2 (164.7x) 1766 (50.3x) 15.8 (39.6x) 21.5 (48.0x) 1.53.0-nightly rustc
Nim No 36.6 (24.6x) N/A 80.3 (51.2x) 76 (2.2x) 4.2 (10.5x) 8.0 (17.8x) 1.4.6 nim
C# No N/A N/A 25.1 (16.0x) 556 (15.8x) N/A 4.7 (10.4x) 6.12.0.122 mcs
OCaml No N/A N/A 898.4 (572.9x) 463 (13.2x) N/A 40.6 (90.5x) 4.08.1 ocamlopt
OCaml No N/A N/A 87.7 (55.9x) 193 (5.5x) N/A 16.5 (36.8x) 4.08.1 ocamlc
Julia No N/A N/A 384.6 (245.2x) N/A N/A 22.7 (50.6x) 1.8.0-DEV julia
Julia Yes N/A N/A 331.7 (211.5x) N/A N/A 22.5 (50.0x) 1.8.0-DEV julia

TODO

  • Add function benchmark_CSharp_using_dotnet() that calls dotnet build. On my Ubuntu 22.04, both dotnet new and dotnet build segfaults so won’t waste time with this for now.
  • Add language Fortran.
  • Add language Pony.
  • Sort table primarily by build time and then check time.
  • Don’t include Build Time and Build RSS columns when build op is not used.
  • Don’t include Check Time and Check RSS columns when check op is not used.

References