Graph500

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.

Project Site

graph500.org

Source Repository

github.com

Test Created

28 January 2022

Last Updated

29 January 2022

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

5 Seconds

Average Run Time

34 Minutes, 37 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenMPI

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page ViewsOpenBenchmarking.orgEventsGraph500 Popularity Statisticspts/graph5002022.012022.022022.032022.042022.05400800120016002000
* 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...

Suites Using This Test

HPC - High Performance Computing


Performance Metrics

Analyze Test Configuration:

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)
99th
3
424705333 +/- 1924246
96th
4
417142750 +/- 3960840
94th
10
401770000 +/- 23752887
86th
4
377553500 +/- 11660743
83rd
9
353903778 +/- 8713754
Mid-Tier
75th
< 339260000
73rd
6
333233833 +/- 6599235
70th
6
325302333 +/- 26712141
69th
4
323599000 +/- 1147772
67th
4
322462750 +/- 11985998
67th
3
322084000 +/- 14712040
64th
3
302789667 +/- 15495272
58th
7
290603571 +/- 2857632
55th
4
279313000 +/- 22052471
52nd
4
266677250 +/- 11409500
Median
50th
265039000
44th
5
226367000 +/- 3346468
38th
6
216167667 +/- 631663
36th
3
208444667 +/- 921552
33rd
3
204372667 +/- 1217054
32nd
6
199128500 +/- 28120489
Low-Tier
25th
< 159270000
25th
4
158450500 +/- 946277
18th
9
136019667 +/- 1670523
13th
3
118354000 +/- 2337339
11th
5
110633720 +/- 16134159
10th
4
102305500 +/- 1334256
3rd
4
66428850 +/- 236282
OpenBenchmarking.orgDistribution Of Public Results - Scale: 26145 Results Range From 66127200 To 486372000 sssp max_TEPS66127200745320968293699291341888997467841081516801165565761249614721333663681417712641501761601585810561669859521753908481837957441922006402006055362090104322174153282258202242342251202426300162510349122594398082678447042762496002846544962930593923014642883098691843182740803266789763350838723434887683518936643602985603687034563771083523855132483939181444023230404107279364191328324275377284359426244443475204527524164611573124695622084779671044863720003691215

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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkScale: 26Run-Time1326395265Min: 10 / Avg: 24.45 / Max: 69

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
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
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)
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 Bulldozer (2011).

 
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.

CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
x86_64
(Many Processors)
ARMv8 64-bit
aarch64
ARMv8 Neoverse-N1 32-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core

Recent Test Results

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Ubuntu 22.04 - 5.15.0-22-generic - GNOME Shell 41.3

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1 System - 5 Benchmark Results

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2 Systems - 8 Benchmark Results

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Rocky Linux 8.5 - 4.18.0-348.12.2.el8_5.aarch64 - GNOME Shell 3.32.2

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ARMv8 Neoverse-N1 - Amazon EC2 c6g.8xlarge - Amazon Device 0200

Ubuntu 20.04 - 5.11.0-1022-aws - 1.1.182

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

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Ubuntu 20.04 - 5.11.0-1022-aws - 1.1.182

3 Systems - 15 Benchmark Results

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Ubuntu 21.10 - 5.13.0-23-generic - GNOME Shell 40.5

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