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

31 Seconds

Average Run Time

50 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL + CMake

Accolades

70k+ Downloads

Supported Platforms

* 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 current as of Thu, 06 May 2021 00:05:52 GMT.

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-TN

OpenBenchmarking.org metrics for this test profile configuration based on 241 public results since 27 March 2021 with the latest data as of 5 May 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

# Matching Public Results

GFLOPs/s (Average)

AMD Ryzen Threadripper 3970X 32-Core

100th

126 ^{+/- 2}

AMD Ryzen Threadripper 3990X 64-Core

98th

114 ^{+/- 1}

2 x AMD EPYC 73F3 16-Core

96th

112 ^{+/- 3}

AMD EPYC 7702 64-Core

86th

AMD Ryzen 9 3950X 16-Core

84th

AMD Ryzen 9 5950X 16-Core

82nd

90 ^{+/- 1}

2 x AMD EPYC 7513 32-Core

80th

88 ^{+/- 7}

AMD EPYC 73F3 16-Core

80th

85 ^{+/- 1}

AMD EPYC 74F3 24-Core

76th

Mid-Tier

75th

< 84

AMD EPYC 7F72 24-Core

72nd

Ampere Altra ARMv8 Neoverse-N1 160-Core

70th

81 ^{+/- 1}

AMD Ryzen Threadripper 2950X 16-Core

64th

AMD Ryzen Threadripper 2970WX 24-Core

62nd

72 ^{+/- 1}

2 x Intel Xeon Platinum 8380

62nd

71 ^{+/- 7}

2 x Intel Xeon Platinum 8280

62nd

70 ^{+/- 6}

Intel Core i9-10980XE

60th

66 ^{+/- 1}

Intel Xeon Gold 6226R

57th

57 ^{+/- 2}

AMD Ryzen 9 5900X 12-Core

56th

AMD Ryzen 9 3900XT 12-Core

54th

54 ^{+/- 1}

AMD Ryzen 9 3900X 12-Core

52nd

Median

50th

AMD Ryzen 7 5800X 8-Core

50th

Intel Core i9-11900K

47th

AMD Ryzen 7 3800XT 8-Core

45th

Intel Xeon Silver 4216

44th

Intel Core i9-10900K

43rd

Intel Core i9-9900KS

42nd

Intel Xeon E-2288G

41st

36 ^{+/- 2}

AMD Ryzen 5 5600X 6-Core

39th

AMD Ryzen 7 2700 Eight-Core

38th

AMD Ryzen 5 3600XT 6-Core

36th

35th

34th

32nd

31st

22 ^{+/- 1}

AMD Ryzen 5 3400G

29th

AMD Ryzen 5 4500U

27th

Low-Tier

25th

< 18

Intel Core i7-9750H

25th

18 ^{+/- 1}

Intel Core i3-10100

24th

Intel Core i5-9400F

22nd

Intel Xeon E3-1231 v3

21st

15 ^{+/- 1}

Intel Core i7-1065G7

19th

14 ^{+/- 1}

Intel Core i7-1165G7

18th

Intel Core i7-8565U

15th

13 ^{+/- 1}

Intel Core i7-8550U

14th

Intel Core i7-2700K

11th

Intel Core i5-6500

10th

Intel Xeon E3-1235L v5

9th

Intel Core i7-5600U

6th

AMD Ryzen 3 3200U

5th

Intel Core i3-4130

4th

ARMv8 Cortex-A72 4-Core

2nd

Based on OpenBenchmarking.org data, the selected test / test configuration (ViennaCL 1.7.1 - Test: CPU BLAS - dGEMM-TN) 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 1.4%.

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.

ampere-altra-aa 3 Systems - 120 Benchmark Results	Ampere Altra ARMv8 Neoverse-N1 - WIWYNN Mt.Jade - Ampere Computing LLC Device e100 Ubuntu 20.04 - 5.11.0-051100-generic-64k - GNOME Shell 3.36.4
xeon e3 may 3 Systems - 42 Benchmark Results	Intel Xeon E3-1231 v3 - Gigabyte H81M-S1 - Intel Xeon E3-1200 v3 DRAM Debian 10 - 4.19.0-16-amd64 - X Server 1.20.4
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
NVIDIA GPU Compute OpenCL CUDA Benchmarks 25 Systems - 134 Benchmark Results	AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-45-generic - GNOME Shell 3.36.4
Xeon Platinum 8380 2P 1 System - 732 Benchmark Results	2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998 Ubuntu 20.04 - 5.11.6-051106-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
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
TR 2970WX sun 4 Systems - 49 Benchmark Results	AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h Ubuntu 20.04 - 5.9.0-050900rc6daily20200926-generic - 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
3600X April 3 Systems - 54 Benchmark Results	AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship Ubuntu 20.10 - 5.8.0-45-generic - GNOME Shell 3.38.1
3950X April 3 Systems - 42 Benchmark Results	AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900rc6daily20200922-generic - GNOME Shell 3.36.4
Linux 5.12 Dynamic Preemppt 3 Systems - 176 Benchmark Results	Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef Ubuntu 20.10 - 5.12.0-rc7-dyn-preempt - 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
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
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
1235L EO March 4 Systems - 150 Benchmark Results	Intel Xeon E3-1235L v5 - ASRockRack C236M WS - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.8.0-050800-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
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
3990x gmpbench vienna 4 Systems - 13 Benchmark Results	AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.10 - 5.8.0-7630-generic - GNOME Shell 3.38.2
2700 march 3 Systems - 104 Benchmark Results	AMD Ryzen 7 2700 Eight-Core - Gigabyte AB350N-Gaming WIFI-CF - AMD 17h Ubuntu 19.10 - 5.9.0-050900rc7daily20201004-generic - GNOME Shell 3.34.1
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
Xeon Gold 6226R March 2021 3 Systems - 142 Benchmark Results	Intel Xeon Gold 6226R - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.11.0-rc4-max-boost-inv-patch - 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-TN

Does It Scale Well With Increasing Cores?

Notable Instruction Set Usage

Recent Test Results

Most Popular Test Results