ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks.

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

Test Created

14 November 2013

Last Updated

27 March 2021

Test Maintainer

Michael Larabel 

Test Type

Graphics

Average Install Time

31 Seconds

Average Run Time

50 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL + CMake

Accolades

70k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsViennaCL Popularity Statisticspts/viennacl2013.112014.022014.052014.082014.112015.022015.052015.082015.112016.022016.052016.102017.012017.042017.072017.102018.012018.042018.072018.102019.012019.042019.072019.102020.012020.042020.072020.102021.012021.042021.072021.108001600240032004000
* 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.
*** Test profile page view reporting began March 2021.
Data current as of 13 October 2021.
OpenCL BLAS68.8%CPU BLAS31.2%Test Option PopularityOpenBenchmarking.org

Revision History

pts/viennacl-1.1.0   [View Source]   Sat, 27 Mar 2021 08:23:01 GMT
Update against ViennaCL 1.7.1 upstream.

pts/viennacl-1.0.0   [View Source]   Thu, 14 Nov 2013 18:20:07 GMT
Initial commit of linear algebra ViennaCL OpenCL workload.

Suites Using This Test

NVIDIA GPU Compute


Performance Metrics

Analyze Test Configuration:

ViennaCL 1.7.1

Test: OpenCL BLAS - sCOPY

OpenBenchmarking.org metrics for this test profile configuration based on 962 public results since 27 March 2021 with the latest data as of 6 September 2021.

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.

OpenBenchmarking.orgDistribution Of Public Results - Test: OpenCL BLAS - sCOPY930 Results Range From 16 To 367 GB/s1635547392111130149168187206225244263282301320339358377130260390520650

Based on OpenBenchmarking.org data, the selected test / test configuration (ViennaCL 1.7.1 - Test: OpenCL BLAS - sCOPY) has an average run-time of 2 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 BenchmarkTest: OpenCL BLAS - sCOPYRun-Time246810Min: 1 / Avg: 1.14 / Max: 2

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: OpenCL BLAS - sCOPYDeviation246810Min: 0 / Avg: 1.3 / Max: 3

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.
 
CVTSI2SD DIVSD CVTSD2SS MULSD SUBSD MOVD ADDSD MOVAPD UCOMISD
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).

 
VZEROUPPER VEXTRACTF128 VINSERTF128 VBROADCASTSS VBROADCASTSD
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 VFMADD231SS VFNMADD213PS VFNMADD132PS VFNMADD213SS VFNMADD132SS VFNMADD213PD VFNMADD132PD VFNMADD132SD VFNMADD213SD
Requires passing a supported compiler/build flag (verified with targets: tigerlake, cascadelake, sapphirerapids, znver2, znver3).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Excavator (2016).

 
VPBROADCASTQ VINSERTI128
The test / benchmark does honor compiler flag changes.
Last automated analysis: 31 January 2021

This test profile binary relies on the shared libraries libOpenCL.so.1, libm.so.6, libc.so.6, libdl.so.2.

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 86 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship

Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4

1 System - 86 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 PG Velocita - AMD Starship

Pop 21.04 - 5.11.0-7620-generic - GNOME Shell 3.38.4

1 System - 12 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS PRIME X570-P - AMD Starship

Ubuntu 20.04 - 5.4.0-84-generic - GNOME Shell 3.36.9

1 System - 19 Benchmark Results

AMD EPYC 7402P 24-Core - Supermicro H12SSW-NT v1.01 - AMD Starship

CentOS 7.9.2009 - 5.13.12-1.el7.elrepo.x86_64 - X Server 1.19.2

1 System - 19 Benchmark Results

2 x AMD EPYC 7313 16-Core - Supermicro H12DSU-iN v1.01 - AMD Starship

CentOS 7.9.2009 - 5.13.12-1.el7.elrepo.x86_64 - X Server 1.19.2

1 System - 18 Benchmark Results

AMD EPYC 7402P 24-Core - Supermicro H12SSW-NT v1.01 - AMD Starship

CentOS 7.9.2009 - 5.13.12-1.el7.elrepo.x86_64 - X Server 1.19.2

1 System - 18 Benchmark Results

2 x AMD EPYC 7313 16-Core - Supermicro H12DSU-iN v1.01 - AMD Starship

CentOS 7.9.2009 - 5.13.12-1.el7.elrepo.x86_64 - X Server 1.19.2

3 Systems - 105 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 21.10 - 5.13.0-14-generic - GNOME Shell 40.2

1 System - 23 Benchmark Results

Intel Core i7-10750H - LENOVO LNVNB161216 - Intel Comet Lake PCH

Ubuntu 21.04 - 5.11.0-25-generic - GNOME Shell 3.38.4

2 Systems - 125 Benchmark Results

2 x AMD EPYC 7763 64-Core - AMD DAYTONA_X - AMD Starship

Debian 10 - 4.19.0-17-amd64 - GNOME Shell 3.30.2

1 System - 101 Benchmark Results

AMD Ryzen 9 5950X 16-Core - Gigabyte X570 AORUS ULTRA - AMD Starship

Debian 10 - 4.19.0-8-amd64 - GNOME Shell 3.30.2

1 System - 103 Benchmark Results

AMD Ryzen 9 5900 12-Core - Alienware 0TYR0X - AMD Starship

Ubuntu 20.04 - 5.8.0-63-generic - GNOME Shell 3.36.9

3 Systems - 253 Benchmark Results

AMD Ryzen 7 4700U - LENOVO LNVNB161216 - AMD Renoir Root Complex

Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.9

1 System - 27 Benchmark Results

ARMv8 Cortex-A57 - NVIDIA Jetson Nano Developer Kit - 4096MB

Ubuntu 18.04 - 4.9.140-tegra - GNOME Shell 3.28.4

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