Graph500 Benchmark - OpenBenchmarking.org

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark graph500.

* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
Data current as of 18 May 2022.

Revision History

pts/graph500-1.0.1 [View Source] Sat, 29 Jan 2022 11:06:02 GMT
Add PROCS_PER_NODE_NOT_POWER_OF_TWO handling to detect otherwise the program fails to run for non power of 2 CPU core counts.

pts/graph500-1.0.0 [View Source] Fri, 28 Jan 2022 07:16:09 GMT
Initial commit of Graph500, long overdue...

Performance Metrics

Graph500 3.0

Scale: 26

OpenBenchmarking.org metrics for this test profile configuration based on 145 public results since 28 January 2022 with the latest data as of 15 May 2022.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component

Percentile Rank

# Compatible Public Results

sssp max_TEPS (Average)

Ampere ARMv8 Neoverse-N1 256-Core

99th

424705333 ^{+/- 1924246}

2 x AMD EPYC 7742 64-Core

96th

417142750 ^{+/- 3960840}

2 x AMD EPYC 7763 64-Core

94th

401770000 ^{+/- 23752887}

2 x AMD EPYC 7713 64-Core

86th

377553500 ^{+/- 11660743}

2 x AMD EPYC 7773X 64-Core

83rd

353903778 ^{+/- 8713754}

Mid-Tier

75th

< 339260000

AMD EPYC 7763 64-Core

73rd

333233833 ^{+/- 6599235}

AMD EPYC 7773X 64-Core

70th

325302333 ^{+/- 26712141}

AMD EPYC 7713 64-Core

69th

323599000 ^{+/- 1147772}

2 x AMD EPYC 75F3 32-Core

67th

322462750 ^{+/- 11985998}

2 x AMD EPYC 7543 32-Core

67th

322084000 ^{+/- 14712040}

2 x AMD EPYC 7573X 32-Core

64th

302789667 ^{+/- 15495272}

2 x AMD EPYC 7601 32-Core

58th

290603571 ^{+/- 2857632}

2 x AMD EPYC 74F3 24-Core

55th

279313000 ^{+/- 22052471}

Intel Xeon Platinum 8380

52nd

266677250 ^{+/- 11409500}

Median

50th

265039000

2 x Intel Xeon Platinum 8280

44th

226367000 ^{+/- 3346468}

AMD Ryzen Threadripper 3990X 64-Core

38th

216167667 ^{+/- 631663}

AMD Ryzen Threadripper 3970X 32-Core

36th

208444667 ^{+/- 921552}

AMD EPYC 74F3 24-Core

33rd

204372667 ^{+/- 1217054}

2 x AMD EPYC 7373X 16-Core

32nd

199128500 ^{+/- 28120489}

ARMv8 Neoverse-N1 32-Core

30th

183437000

Low-Tier

25th

< 159270000

2 x Intel Xeon Gold 5220R

25th

158450500 ^{+/- 946277}

Intel Core i9-12900K

18th

136019667 ^{+/- 1670523}

Intel Xeon Silver 4216

13th

118354000 ^{+/- 2337339}

AMD Ryzen 9 5950X 16-Core

11th

110633720 ^{+/- 16134159}

AMD EPYC 7551 32-Core

10th

102305500 ^{+/- 1334256}

Intel Xeon E-2288G

3rd

66428850 ^{+/- 236282}

Based on OpenBenchmarking.org data, the selected test / test configuration (Graph500 3.0 - Scale: 26) has an average run-time of 25 minutes. By default this test profile is set to run at least 1 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set

Support

Instructions Detected

SSE2 (SSE2)

Used by default on supported hardware.

MOVD SUBSD MOVAPD ADDSD MULSD CVTTSD2SI DIVSD MOVUPD DIVPD COMISD UCOMISD CVTSI2SD UNPCKLPD SUBPD MULPD UNPCKHPD SQRTSD CVTSS2SD MOVDQA PUNPCKLQDQ CVTSD2SS

Advanced Vector Extensions (AVX)

Requires passing a supported compiler/build flag (verified with targets: sandybridge, skylake, tigerlake, cascadelake, sapphirerapids, alderlake, znver2, znver3).
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).

VINSERTF128 VZEROUPPER VEXTRACTF128 VBROADCASTSD VBROADCASTSS

Advanced Vector Extensions 2 (AVX2)

Requires passing a supported compiler/build flag (verified with targets: skylake, tigerlake, cascadelake, sapphirerapids, alderlake, znver2, znver3).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Excavator (2016).

VPBROADCASTQ VPERM2I128 VPERMQ VINSERTI128 VPBROADCASTD

FMA (FMA)

VFMADD231SD VFMADD132SD

Advanced Vector Extensions 512 (AVX512)

Requires passing a supported compiler/build flag (verified with targets: cascadelake, sapphirerapids).

(ZMM REGISTER USE)

The test / benchmark does honor compiler flag changes.

Last automated analysis: 29 January 2022

This test profile binary relies on the shared libraries libm.so.6, libmpi.so.40, libc.so.6, libopen-rte.so.40, libopen-pal.so.40, libhwloc.so.15, libz.so.1, libudev.so.1.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

graph-500-EPYC-7443P 1 System - 4 Benchmark Results	AMD EPYC 7443P 24-Core - Supermicro H12SSL-i v1.01 - AMD Starship Ubuntu 20.04 - 5.4.0-110-generic - 1.1.182
3960x april 3 Systems - 80 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship Ubuntu 20.04 - 5.12.0-051200rc2daily20210307-generic - GNOME Shell 3.36.4
AMD EPYC 7773X Linux Benchmarks 1 System - 269 Benchmark Results	AMD EPYC 7773X 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 22.04 - 5.17.0-051700rc8-generic - X Server
Ryzen 9 5950X Server 2 Systems - 20 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASRockRack X570D4U-2L2T - AMD Starship Ubuntu 22.04 - 5.15.0-22-generic - GNOME Shell 41.3
Ryzen 9 5950X Server 1 System - 20 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASRockRack X570D4U-2L2T - AMD Starship Ubuntu 22.04 - 5.15.0-22-generic - GNOME Shell 41.3
2990WX 2922 3 Systems - 106 Benchmark Results	AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD 17h Ubuntu 20.10 - 5.8.0-50-generic - GNOME Shell 3.38.1
ampere-march 3 Systems - 38 Benchmark Results	Ampere ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Altra PCI Root Complex A Ubuntu 21.10 - 5.13.0-23-generic - X Server
g 1 System - 5 Benchmark Results	AMD Ryzen 9 5950X 16-Core - Gigabyte X570 AORUS ELITE WIFI - AMD Starship Gentoo Linux 2.8 - 5.16.5-gentoo-harambe-edition - X Server 1.21.1.3
hw20220307d 2 Systems - 8 Benchmark Results	Ampere ARMv8 Neoverse-N1 - FOXCONN Mt. Collins - Ampere Computing LLC Altra PCI Root Complex A Rocky Linux 8.5 - 4.18.0-348.12.2.el8_5.aarch64 - GNOME Shell 3.32.2
hw20220307d 1 System - 8 Benchmark Results	Ampere ARMv8 Neoverse-N1 - FOXCONN Mt. Collins - Ampere Computing LLC Altra PCI Root Complex A Rocky Linux 8.5 - 4.18.0-348.12.2.el8_5.aarch64 - GNOME Shell 3.32.2
new new 2 Systems - 26 Benchmark Results	2 x AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.16.0-rc8-mglru-pts - GNOME Shell 40.5
c6g.8xlarge 1 System - 11 Benchmark Results	ARMv8 Neoverse-N1 - Amazon EC2 c6g.8xlarge - Amazon Device 0200 Ubuntu 20.04 - 5.11.0-1022-aws - 1.1.182
Amazon EC2 c6a.8xlarge 2 Systems - 27 Benchmark Results	AMD EPYC 7R13 - Amazon EC2 c6a.8xlarge - Intel 440FX 82441FX PMC Ubuntu 20.04 - 5.11.0-1022-aws - 1.1.182
Amazon EC2 c2a.8xlarge 1 System - 28 Benchmark Results	AMD EPYC 7R13 - Amazon EC2 c6a.8xlarge - Intel 440FX 82441FX PMC Ubuntu 20.04 - 5.11.0-1022-aws - 1.1.182
3900XT Febber 3 Systems - 15 Benchmark Results	AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 21.10 - 5.13.0-23-generic - GNOME Shell 40.5

Graph500

Project Site

Source Repository

Test Created

Last Updated

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Supported Platforms

Revision History

Suites Using This Test

HPC - High Performance Computing

Performance Metrics

Graph500 3.0

Scale: 26

Notable Instruction Set Usage

Tested CPU Architectures

Recent Test Results

Compare

graph-500-EPYC-7443P

3960x april

AMD EPYC 7773X Linux Benchmarks

Ryzen 9 5950X Server

Ryzen 9 5950X Server

2990WX 2922

ampere-march

g

hw20220307d

hw20220307d

new new

c6g.8xlarge

Amazon EC2 c6a.8xlarge

Amazon EC2 c2a.8xlarge

3900XT Febber

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