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

Accolades

5k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page ViewsOpenBenchmarking.orgEventsGraph500 Popularity Statisticspts/graph5002022.012022.022022.032022.042022.052022.062022.072022.082022.092022.102022.112022.122023.012023.022023.032023.042023.052023.062023.072023.082023.0911002200330044005500
* 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 updated weekly as of 27 September 2023.

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 493 public results since 28 January 2022 with the latest data as of 22 September 2023.

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 median_TEPS (Average)
100th
11
774743727 +/- 36483614
97th
6
632637000 +/- 26114316
96th
21
585151619 +/- 65354043
93rd
14
496089071 +/- 39334412
90th
9
415467111 +/- 2586216
89th
5
380707800 +/- 13023747
88th
6
374932333 +/- 1633446
83rd
9
353072778 +/- 1738199
80th
23
330989739 +/- 18943171
79th
4
326466000 +/- 3735456
Mid-Tier
75th
< 310958000
74th
18
310018444 +/- 17767504
74th
41
308534756 +/- 31938642
69th
5
297309200 +/- 19330190
60th
6
281195500 +/- 4224695
60th
6
277021167 +/- 11479520
57th
9
271577111 +/- 10299537
55th
4
267899000 +/- 2808000
55th
21
267741143 +/- 30600691
51st
18
262063556 +/- 19210989
51st
19
261698737 +/- 9967228
Median
50th
261281000
46th
4
254262750 +/- 17861973
45th
15
250495533 +/- 10754330
45th
3
250443667 +/- 11430370
45th
3
248282000 +/- 11698271
40th
8
228313000 +/- 1739078
38th
4
223171500 +/- 12313149
37th
4
215074750 +/- 8443500
34th
8
205325375 +/- 8065687
32nd
6
201369000 +/- 5456854
32nd
4
200128250 +/- 8116420
32nd
3
196539333 +/- 1466470
29th
5
186677600 +/- 2220376
29th
5
179956600 +/- 1720457
28th
4
176858000 +/- 974000
26th
3
166108000 +/- 14048664
Low-Tier
25th
< 165377000
23rd
12
162940417 +/- 835504
22nd
6
159731000 +/- 21038042
22nd
3
157047667 +/- 3051296
22nd
3
156510667 +/- 173117
16th
4
123755500 +/- 457839
14th
4
117185000 +/- 1572343
13th
3
113232000 +/- 1841170
11th
9
102174556 +/- 1284813
10th
3
96798067 +/- 1103602
9th
4
95091475 +/- 992340
8th
3
91456067 +/- 979949
7th
5
82937580 +/- 11461092
7th
4
77768400 +/- 4210385
4th
4
61164150 +/- 4971920
3rd
4
50707825 +/- 239293
OpenBenchmarking.orgDistribution Of Public Results - Scale: 26492 Results Range From 43201700 To 805128000 sssp median_TEPS432017005844022673678752889172781041558041193943301346328561498713821651099081803484341955869602108254862260640122413025382565410642717795902870181163022566423174951683327336943479722203632107463784492723936877984089263244241648504394033764546419024698804284851189545003574805155960065308345325460730585613115845765501105917886366070271626222656886375042146527427406679812666832197926984583187136968447289353707441738967594124227746509487898894748051280001122334455

Based on OpenBenchmarking.org data, the selected test / test configuration (Graph500 3.0 - Scale: 26) has an average run-time of 20 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-Time1224364860Min: 5 / Avg: 19.4 / Max: 62

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, ARMv8 Neoverse-N1 32-Core, ARMv8 Neoverse-V1, Ampere ARMv8 Neoverse-N1 128-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core

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