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

38 Seconds

Average Run Time

15 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL + CMake

Accolades

80k+ 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 updated weekly as of 19 November 2024.

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

OpenCL

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 555 public results since 27 March 2021 with the latest data as of 28 October 2024.

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)

ARMv8 Neoverse-V2 72-Core

100th

125 ^{+/- 1}

Intel Xeon w9-3495X

100th

122 ^{+/- 7}

Intel Core i9-13900K

99th

117 ^{+/- 3}

AMD Ryzen Threadripper 3970X 32-Core

98th

115 ^{+/- 2}

AMD Ryzen 9 7950X 16-Core

96th

106 ^{+/- 3}

AMD Ryzen Threadripper 3990X 64-Core

94th

104 ^{+/- 2}

2 x AMD EPYC 73F3 16-Core

93rd

97 ^{+/- 8}

AMD EPYC 7702 64-Core

90th

AMD EPYC 7763 64-Core

86th

85 ^{+/- 10}

AMD Ryzen Threadripper PRO 3955WX 16-Cores

85th

84 ^{+/- 1}

AMD Ryzen 9 5950X 16-Core

85th

83 ^{+/- 8}

AMD Ryzen 9 3950X 16-Core

84th

82 ^{+/- 1}

2 x AMD EPYC 7313 16-Core

84th

82 ^{+/- 12}

AMD EPYC 73F3 16-Core

83rd

2 x AMD EPYC 7513 32-Core

81st

80 ^{+/- 5}

AMD EPYC 74F3 24-Core

81st

80 ^{+/- 1}

AMD EPYC 7F72 24-Core

79th

AMD EPYC 7313 16-Core

76th

73 ^{+/- 3}

Mid-Tier

75th

< 72

AMD Ryzen Threadripper 2990WX 32-Core

75th

72 ^{+/- 1}

2 x AMD EPYC 7453 28-Core

75th

72 ^{+/- 6}

2 x Intel Xeon Platinum 8380

75th

70 ^{+/- 6}

AMD Ryzen Threadripper 2950X 16-Core

74th

69 ^{+/- 1}

AMD Ryzen Threadripper 2970WX 24-Core

73rd

68 ^{+/- 1}

2 x Intel Xeon Platinum 8280

71st

65 ^{+/- 3}

AMD Ryzen 9 7900X 12-Core

69th

61 ^{+/- 1}

Intel Core i7-12700K

69th

60 ^{+/- 2}

Intel Core i7-13700

68th

58 ^{+/- 3}

Intel Core i9-7980XE

67th

58 ^{+/- 1}

Intel Core i9-10980XE

67th

57 ^{+/- 6}

Intel Xeon Gold 6226R

65th

54 ^{+/- 3}

AMD Ryzen 9 5900X 12-Core

64th

53 ^{+/- 1}

Ampere Altra ARMv8 Neoverse-N1 160-Core

62nd

53 ^{+/- 1}

AMD Ryzen 9 3900XT 12-Core

60th

AMD Ryzen 7 5800X 8-Core

58th

47 ^{+/- 1}

AMD Ryzen 9 3900X 12-Core

57th

46 ^{+/- 3}

Intel Core i9-11900K

55th

44 ^{+/- 1}

AMD Ryzen 7 3700X 8-Core

54th

41 ^{+/- 2}

AMD Ryzen 7 3800XT 8-Core

53rd

Intel Xeon Silver 4216

52nd

Median

50th

Intel Core i9-10900K

50th

Intel Xeon E-2288G

49th

35 ^{+/- 1}

Intel Core i9-9900KS

49th

AMD Ryzen 7 2700 Eight-Core

46th

AMD Ryzen 5 5600X 6-Core

45th

30 ^{+/- 2}

AMD Ryzen 5 3600XT 6-Core

42nd

29 ^{+/- 1}

Intel Xeon E5-2687W v3

40th

39th

35th

34th

32nd

23 ^{+/- 1}

Intel Core i7-8700K

32nd

AMD Ryzen 7 4700U

30th

22 ^{+/- 1}

Intel Core i7-4960X

29th

Intel Core i7-6800K

27th

20 ^{+/- 1}

AMD Ryzen 5 3400G

27th

Intel Core i7-9750H

26th

19 ^{+/- 1}

Low-Tier

25th

< 18

25th

25th

23rd

23rd

16 ^{+/- 1}

AMD Ryzen 5 2400G

23rd

Intel Xeon E3-1275 v6

22nd

Intel Xeon E3-1260L v5

20th

Intel Core i7-3770K

19th

Intel Core i5-9400F

18th

Intel Xeon E3-1280 v5

17th

Intel Xeon E3-1245 v5

16th

14 ^{+/- 1}

Intel Core i5-8400

16th

Intel Xeon E3-1231 v3

16th

14 ^{+/- 1}

Intel Core i7-1065G7

15th

14 ^{+/- 1}

Intel Core i7-1165G7

14th

Intel Core i7-8550U

13th

13 ^{+/- 1}

Intel Core i7-8565U

12th

13 ^{+/- 1}

Intel Xeon E3-1270 v5

11th

11 ^{+/- 1}

Intel Xeon E5-2609 v4

11th

9th

8th

8th

7th

Intel Xeon E3-1235L v5

7th

Intel Core i7-5600U

5th

AMD Ryzen 3 3200U

4th

Intel Core i3-4130

4th

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 3 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 1.4%.

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.

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 Cortex-A57 4-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A78E 12-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-V2 72-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Phytium D2000

test_002 1 System - 113 Benchmark Results	AMD Ryzen 9 7900X3D 12-Core - ASUS ProArt B650-CREATOR - AMD Device 14d8 Ubuntu 24.04 - 6.8.0-47-generic - GNOME Shell 46.0
2024-10-08-0736 1 System - 461 Benchmark Results	AMD Ryzen 7 5800X 8-Core - GIGABYTE MC12-LE0-00 v01000100 - AMD Starship Ubuntu 24.04 - 6.11.0-061100-generic - GNOME Shell 46.0
Nvidia 2 Systems - 85 Benchmark Results	2 x Intel Xeon Gold 6226R - (5.14 BIOS) - Intel Sky Lake-E DMI3 Registers Ubuntu 24.04 - 6.8.0-38-generic - X Server
VIENNACL CL BLAS 4 Systems - 12 Benchmark Results	Intel Core i5-4300M - Dell 0VWNW8 - Intel Xeon E3-1200 v3 cachyos rolling - 6.7.9-1-cachyos-rt-bore-lto - KDE Plasma 6.0.1
nvidia-gpu-compute-orin-nano-8g 1 System - 47 Benchmark Results	ARMv8 Cortex-A78E - NVIDIA Jetson Orin Nano Developer Kit - 8GB Ubuntu 22.04 - 5.15.136-tegra - GNOME Shell 42.9
nvidia-gpu-compute-oring-agx-32g 1 System - 47 Benchmark Results	ARMv8 Cortex-A78E - NVIDIA Jetson AGX Orin Developer Kit - 30GB Ubuntu 22.04 - 5.15.136-tegra - GNOME Shell 42.9
bbbbbb 1 System - 116 Benchmark Results	AMD Ryzen 7 3700X 8-Core - ASUS TUF GAMING X570-PLUS - AMD Starship RockyLinux 9.4 - 6.1.102-1.el9.elrepo.x86_64 - KDE Plasma 5.27.11
gooxi-ai 2 Systems - 91 Benchmark Results	Intel Xeon Gold 6226R - QEMU Standard PC - Intel 440FX 82441FX PMC Ubuntu 24.04 - 6.8.0-39-generic - X Server
pts-result-gpu-30-05-2024.list Featured Compiler Comparison	GCC 4.8.5 20150623 + CUDA 12.3 - GCC 8.3.0 + CUDA 12.3
Nvidia 1 System - 83 Benchmark Results	2 x Intel Xeon Gold 6226R - (5.14 BIOS) - Intel Sky Lake-E DMI3 Registers Ubuntu 24.04 - 6.8.0-38-generic - X Server
nvidia 2 Systems - 130 Benchmark Results
r5-5600g 5 Systems - 233 Benchmark Results	AMD Ryzen 5 5600G - ASRock B550M Pro4 - AMD Renoir Ubuntu 22.04 - 5.15.0-107-generic - KDE Plasma 5.24.7
g14 5 Systems - 547 Benchmark Results	AMD Ryzen 7 4800HS - ASUS GA401IV v1.0 - AMD Renoir Ubuntu 22.04 - 5.15.0-107-generic - KDE Plasma 5.24.7
g14 5 Systems - 499 Benchmark Results	AMD Ryzen 7 4800HS - ASUS GA401IV v1.0 - AMD Renoir Ubuntu 22.04 - 5.15.0-107-generic - KDE Plasma 5.24.7
g14 4 Systems - 485 Benchmark Results	AMD Ryzen 7 4800HS - ASUS GA401IV v1.0 - AMD Renoir Ubuntu 22.04 - 5.15.0-107-generic - KDE Plasma 5.24.7

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
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
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
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
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
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
3700X Mayt 3 Systems - 78 Benchmark Results	AMD Ryzen 7 3700X 8-Core - Gigabyte A320M-S2H-CF - AMD Starship Ubuntu 20.04 - 5.8.1-050801-generic - GNOME Shell 3.36.4
Intel 10980XE GCC Compiler Benchmarks Featured Compiler Comparison	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 21.04 - 5.11.0-22-generic - GNOME Shell 3.38.4
990KS March 3 Systems - 162 Benchmark Results	Intel Core i9-9900KS - ASUS PRIME Z390-A - Intel Cannon Lake PCH Ubuntu 20.04 - 5.9.0-050900rc8daily20201005-generic - GNOME Shell 3.36.2
xeon-platinum-8380-2p-smoke-run 8 Systems - 188 Benchmark Results	2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998 Ubuntu 20.04 - 5.11.0-051100-generic - GNOME Shell 3.36.4
xeon broadwell may 2021 3 Systems - 164 Benchmark Results	Intel Xeon E5-2609 v4 - MSI X99A RAIDER - Intel Xeon E7 v4 Ubuntu 20.04 - 5.9.0-050900rc6daily20200926-generic - GNOME Shell 3.36.2
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
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
EPYC 7702 April 2021 3 Systems - 117 Benchmark Results	AMD EPYC 7702 64-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.04 - 5.9.0-050900rc6daily20200921-generic - GNOME Shell 3.36.4
gamut 2 Systems - 358 Benchmark Results	AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 DESIGNARE - AMD Starship Ubuntu 20.04 - 5.13.0-28-generic - X Server 1.20.11

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

Tested CPU Architectures

Recent Test Results

Most Popular Test Results