compiler-benchmark

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

Languages with Natives Compilers

C (using gcc, clang, cproc, Cuik, and tcc),
C++ (using g++ and clang++),
D (using dmd ldmd2, and gdc),
Go (using go or gccgo),
Swift (using swiftc),
Rust (using rustc),
Nim (using nim),
Julia (using julia),
Ada (using gnatgcc),
Zig (using zig), and
V (using v),
Vox (using vox),
C3 (using c3c),
Pareas (using pareas),

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.

Name		Name	Last commit message	Last commit date
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.flake8rc		.flake8rc
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
benchmark		benchmark
install_c3c-latest		install_c3c-latest
install_circle		install_circle
install_compilers-on-ubuntu-20.04		install_compilers-on-ubuntu-20.04
install_compilers-on-ubuntu-22.04		install_compilers-on-ubuntu-22.04
install_dmd-stable		install_dmd-stable
install_dotnet-sdk		install_dotnet-sdk
install_gcc		install_gcc
install_golang		install_golang
install_java		install_java
install_julia		install_julia
install_llvm		install_llvm
install_mono		install_mono
install_mono-mcs		install_mono-mcs
install_nim		install_nim
install_ocaml		install_ocaml
install_python-packages		install_python-packages
install_rust-nightly		install_rust-nightly
install_swift		install_swift
install_tcc		install_tcc
install_vlang-master		install_vlang-master
install_zig-master		install_zig-master
libmain_0.rmeta		libmain_0.rmeta
main_0		main_0
process_timer.py		process_timer.py

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compiler-benchmark

Languages with Natives Compilers

Languages with Bytecode Compilers:

Install Python 3 packages

How it works

Sample generated code

Compiler Object Caches

Generics

Conclusions (from sample run shown below)

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

Sample Run on AMD Ryzen Threadripper 3960X 24-Core

TODO

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compiler-benchmark

Languages with Natives Compilers

Languages with Bytecode Compilers:

Install Python 3 packages

How it works

Sample generated code

Compiler Object Caches

Generics

Conclusions (from sample run shown below)

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

Sample Run on AMD Ryzen Threadripper 3960X 24-Core

TODO

References

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Contributors 13

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