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.

Project Site

viennacl.sourceforge.net

Test Created

14 November 2013

Last Updated

27 March 2021

Test Maintainer

Michael Larabel

Test Type

Graphics

Average Install Time

33 Seconds

Average Run Time

50 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL + CMake

Accolades

70k+ Downloads

Supported Platforms

* 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 27 July 2021.

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: CPU BLAS - dGEMM-NT

OpenBenchmarking.org metrics for this test profile configuration based on 364 public results since 27 March 2021 with the latest data as of 24 July 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.

Component

Percentile Rank

# Compatible Public Results

GFLOPs/s (Average)

AMD Ryzen Threadripper 3970X 32-Core

100th

115 ^{+/- 2}

AMD Ryzen Threadripper 3990X 64-Core

99th

103 ^{+/- 1}

2 x AMD EPYC 73F3 16-Core

98th

97 ^{+/- 8}

AMD EPYC 7702 64-Core

94th

AMD EPYC 7763 64-Core

89th

85 ^{+/- 10}

AMD Ryzen 9 5950X 16-Core

89th

84 ^{+/- 8}

AMD Ryzen 9 3950X 16-Core

88th

83 ^{+/- 1}

AMD EPYC 73F3 16-Core

86th

AMD EPYC 74F3 24-Core

85th

80 ^{+/- 1}

2 x AMD EPYC 7513 32-Core

85th

80 ^{+/- 5}

AMD EPYC 7F72 24-Core

82nd

2 x AMD EPYC 7453 28-Core

77th

72 ^{+/- 6}

AMD Ryzen Threadripper 2990WX 32-Core

77th

72 ^{+/- 1}

2 x Intel Xeon Platinum 8380

76th

71 ^{+/- 6}

AMD Ryzen Threadripper 2950X 16-Core

76th

69 ^{+/- 1}

Mid-Tier

75th

< 69

AMD Ryzen Threadripper 2970WX 24-Core

75th

68 ^{+/- 1}

2 x Intel Xeon Platinum 8280

73rd

65 ^{+/- 3}

Intel Core i9-7980XE

70th

58 ^{+/- 1}

Intel Core i9-10980XE

70th

57 ^{+/- 6}

Intel Xeon Gold 6226R

69th

54 ^{+/- 3}

AMD Ryzen 9 5900X 12-Core

68th

Ampere Altra ARMv8 Neoverse-N1 160-Core

66th

53 ^{+/- 1}

AMD Ryzen 9 3900XT 12-Core

64th

AMD Ryzen 9 3900X 12-Core

64th

48 ^{+/- 1}

AMD Ryzen 7 5800X 8-Core

63rd

47 ^{+/- 1}

Intel Core i9-11900K

61st

AMD Ryzen 7 3700X 8-Core

59th

41 ^{+/- 1}

AMD Ryzen 7 3800XT 8-Core

59th

Intel Xeon Silver 4216

57th

Intel Core i9-10900K

56th

Intel Xeon E-2288G

55th

35 ^{+/- 1}

Intel Core i9-9900KS

55th

AMD Ryzen 5 5600X 6-Core

54th

AMD Ryzen 7 2700 Eight-Core

53rd

AMD Ryzen 5 3600XT 6-Core

52nd

29 ^{+/- 1}

Intel Xeon E5-2687W v3

51st

Intel Core i5-10600K

51st

Median

50th

AMD Ryzen 5 5500U

45th

Intel Core i7-8086K

44th

Intel Core i7-10700T

42nd

23 ^{+/- 1}

Intel Core i7-8700K

42nd

AMD Ryzen 7 4700U

39th

22 ^{+/- 1}

Intel Core i7-4960X

38th

Intel Core i7-6800K

36th

20 ^{+/- 1}

AMD Ryzen 5 3400G

35th

Intel Core i7-9750H

33rd

19 ^{+/- 1}

33rd

33rd

30th

30th

16 ^{+/- 1}

AMD Ryzen 5 2400G

30th

Intel Xeon E3-1275 v6

29th

Intel Xeon E3-1260L v5

26th

Low-Tier

25th

< 15

Intel Core i7-3770K

25th

Intel Core i5-9400F

23rd

Intel Xeon E3-1280 v5

23rd

Intel Xeon E3-1231 v3

21st

14 ^{+/- 1}

Intel Core i5-8400

21st

Intel Xeon E3-1245 v5

21st

Intel Core i7-1065G7

19th

14 ^{+/- 1}

Intel Core i7-1165G7

18th

Intel Core i7-8550U

16th

13 ^{+/- 1}

Intel Core i7-8565U

16th

13 ^{+/- 1}

Intel Xeon E3-1270 v5

14th

11 ^{+/- 1}

Intel Xeon E5-2609 v4

13th

11th

9th

9th

8th

Intel Xeon E3-1235L v5

7th

Intel Core i7-5600U

6th

AMD Ryzen 3 3200U

4th

Intel Core i3-4130

3rd

ARMv8 Cortex-A72 4-Core

3rd

Based on OpenBenchmarking.org data, the selected test / test configuration (ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-NT) 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.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.2%.

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

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

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).

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

Advanced Vector Extensions 2 (AVX2)

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.

nvidiagpucompute2 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
nv-test-run 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
4700U 2021 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
t1 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
nvidia 1 System - 95 Benchmark Results	Intel Xeon W-2235 - Dell 06JWJY - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.8.0-55-generic - GNOME Shell 3.36.9
1280 june 3 Systems - 136 Benchmark Results	Intel Xeon E3-1280 v5 - MSI Z170A SLI PLUS - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.9.0-050900rc2daily20200826-generic - GNOME Shell 3.36.4
1260L June 3 Systems - 177 Benchmark Results	Intel Xeon E3-1260L v5 - ASRock E3V5 WS - Intel Xeon E3-1200 v5 Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.1
1275 june 4 Systems - 172 Benchmark Results	Intel Xeon E3-1275 v6 - ASUS P10S-M WS - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc8daily20201007-generic - X Server 1.20.8
7100 june 3 Systems - 117 Benchmark Results	Intel Core i3-7100 - Gigabyte B250M-DS3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.10 - 5.8.0-48-generic - GNOME Shell 3.38.1
NVIDIA GPU Compute 1 System - 171 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.11.0-17-generic - GNOME Shell 3.38.4
1245 2021 3 Systems - 200 Benchmark Results	Intel Xeon E3-1245 v5 - MSI C236A WORKSTATION - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4
4770k haswell 2021 may 3 Systems - 178 Benchmark Results	Intel Core i7-4770K - Gigabyte Z97-HD3 - Intel 4th Gen Core DRAM Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.1

Ryzen 7 5800X PSF Featured Graphics Comparison	AMD Ryzen 7 5800X 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.12.0-rc5-stock - GNOME Shell 3.38.1
2700K Sandy 3 Systems - 104 Benchmark Results	Intel Core i7-2700K - BIOSTAR B75MU3B v5.0 - Intel 2nd Generation Core DRAM Ubuntu 20.04 - 5.9.1-050901-generic - GNOME Shell 3.34.1
cl more for coffee 3 Systems - 47 Benchmark Results	Intel Core i7-8700K - ASUS TUF Z370-PLUS GAMING - Intel 8th Gen Core Ubuntu 20.04 - 5.9.0-050900rc6daily20200923-generic - GNOME Shell 3.36.4
xeon silver april 3 Systems - 39 Benchmark Results	Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers Debian 10 - 4.19.0-9-amd64 - GNOME Shell 3.30.2
2950X sun 3 Systems - 30 Benchmark Results	AMD Ryzen Threadripper 2950X 16-Core - MSI MEG X399 CREATION - AMD 17h Debian 10 - 5.8.1-050801-generic - GNOME Shell 3.30.2
kabylake t 3 Systems - 33 Benchmark Results	Intel Core i7-8550U - Dell 0H0VG3 - Intel Xeon E3-1200 v6 Ubuntu 20.10 - 5.8.0-45-generic - GNOME Shell 3.38.2
AMD EPYC 7763 Cooling Performance 3 Systems - 189 Benchmark Results	AMD EPYC 7763 64-Core - Supermicro H12SSL-i v1.01 - AMD Starship Ubuntu 20.04 - 5.12.0-051200rc6daily20210408-generic - GNOME Shell 3.36.4
3900X Sunday 3 Systems - 50 Benchmark Results	AMD Ryzen 9 3900X 12-Core - ASUS TUF GAMING X570-PLUS - AMD Starship Ubuntu 20.04 - 5.11.0-rc1-phx - GNOME Shell 3.36.4
3800XT April 3 Systems - 40 Benchmark Results	AMD Ryzen 7 3800XT 8-Core - MSI X370 XPOWER GAMING TITANIUM - AMD Starship Debian 10 - 4.19.0-16-amd64 - X Server 1.20.4
EPYC 7F72 eo mar 4 Systems - 25 Benchmark Results	AMD EPYC 7F72 24-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.04 - 5.9.0-050900rc6daily20200921-generic - GNOME Shell 3.36.4
1275 june 4 Systems - 172 Benchmark Results	Intel Xeon E3-1275 v6 - ASUS P10S-M WS - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc8daily20201007-generic - X Server 1.20.8
7100 june 3 Systems - 117 Benchmark Results	Intel Core i3-7100 - Gigabyte B250M-DS3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.10 - 5.8.0-48-generic - GNOME Shell 3.38.1

ViennaCL

Project Site

Test Created

Last Updated

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

ViennaCL 1.7.1

Test: CPU BLAS - dGEMM-NT

Does It Scale Well With Increasing Cores?

Notable Instruction Set Usage

Recent Test Results

Most Popular Test Results