High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC.

Learn more about this test at the upstream project site: http://www.hpcg-benchmark.org/.

This benchmark test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 26 December 2013 and last updated on 10 January 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark hpcg.

This test has an average install time of 9 seconds and an average run-time of 9 hours, 6 minutes, 7 seconds.

100k+ Downloads

Installation StatsTest Completion StatsPublic Result UploadsOpenBenchmarking.orgEventsHigh Performance Conjugate Gradient Popularitypts/hpcg2015.122016.022016.042016.062016.082016.102016.122017.022017.042017.062017.082017.102017.122018.022018.042018.062018.082018.102018.122019.022019.042019.062019.082019.102019.122020.022020.042020.062020.082020.10100200300400500

* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting.

Revision History

pts/hpcg-1.2.1   [View Source]   10 Jan 2020 19:09 EST
Add --allow-run-as-root

pts/hpcg-1.2.0   [View Source]   10 Jan 2020 19:07 EST
Update against upstream HPCG 3.1.

pts/hpcg-1.1.1   [View Source]   13 Oct 2017 17:29 EDT
Various cleanups

pts/hpcg-1.1.0   [View Source]   12 Aug 2017 22:16 EDT
Rework, update to v3.0 upstream test

pts/hpcg-1.0.2   [View Source]   03 Apr 2017 11:09 EDT
add -lstdc++ to LINKFLAGS

pts/hpcg-1.0.1   [View Source]   25 Aug 2016 13:53 EDT
Update CFLAGS handling

pts/hpcg-1.0.0   [View Source]   26 Dec 2013 00:43 EST
Initial commit of HPCG - High Performance Conjugate Gradient test.

Suites Using This Test

Multi-Core

CPU Massive

MPI Benchmarks

HPC - High Performance Computing

Performance Metrics

Analyze Test Configuration:

High Performance Conjugate Gradient 3.1

OpenBenchmarking.org metrics for this test profile configuration based on 846 public samples since 10 January 2020 with the latest data as of 1 December 2020.

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
GFLOP/s (Average)
Mid-Tier
75th
< 17.5
58th
14.2
Median
50th
11.0
Low-Tier
25th
< 4.8
OpenBenchmarking.orgDistribution Of Public Results846 Results Range From 0 To 45 GFLOP/s048121620242832364044484080120160200

Based on OpenBenchmarking.org data, the selected test / test configuration (High Performance Conjugate Gradient 3.1) has an average run-time of 10 minutes. By default this test profile is set to run at least 3 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 BenchmarkRun-Time612182430Min: 3 / Avg: 9.52 / Max: 28

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.21 / Max: 4

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