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

37 Seconds

Average Run Time

51 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL + CMake

Accolades

80k+ Downloads

Supported Platforms


OpenCL BLAS35.7%CPU BLAS64.3%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

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 472 public results since 27 March 2021 with the latest data as of 6 June 2023.

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)
89th
9
85 +/- 10
Mid-Tier
75th
< 69
54th
5
35 +/- 1
Median
50th
32
33rd
4
22 +/- 1
30th
3
20 +/- 1
28th
5
19 +/- 1
Low-Tier
25th
< 17
25th
4
16 +/- 1
14th
3
13 +/- 1
13th
4
13 +/- 1
OpenBenchmarking.orgDistribution Of Public Results - Test: CPU BLAS - dGEMM-NT471 Results Range From 1 To 116 GFLOPs/s111213141516171819110111112120406080100

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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkTest: CPU BLAS - dGEMM-NTRun-Time3691215Min: 1 / Avg: 2.32 / Max: 8

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: CPU BLAS - dGEMM-NTDeviation3691215Min: 0 / Avg: 1.26 / Max: 10

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.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BaseViennaCL CPU Core ScalingTest: CPU BLAS - dGEMM-NT46812162432641.743.485.226.968.7

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.

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, Ampere Altra ARMv8 Neoverse-N1 160-Core

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 76 Benchmark Results

AMD Ryzen 5 3600 6-Core - ASRock B550M-ITX/ac - AMD Starship

Ubuntu 22.04 - 6.2.16-060216-generic - 4.5 Mesa 23.2.0-devel

1 System - 13 Benchmark Results

2 x Intel Xeon E5-2690 v4 - Supermicro X10DRi v1.10 - Intel Xeon E7 v4

Gentoo 2.13 - 6.1.27-gentoo-r1-x86_64 - NVIDIA

2 Systems - 84 Benchmark Results

4 x QEMU Virtual 2.5+ - QEMU Standard PC - Intel 82G33

Ubuntu 22.04 - 5.15.0-72-generic - NVIDIA

1 System - 82 Benchmark Results

2 x AMD EPYC 7282 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship

Debian 11 - 5.15.107-2-pve - X Server

2 Systems - 110 Benchmark Results

AMD Ryzen 9 7900X 12-Core - ASUS ROG STRIX B650E-F GAMING WIFI - AMD Device 14d8

Ubuntu 22.04 - 5.19.0-41-generic - Budgie 10.6.1

1 System - 124 Benchmark Results

Intel Core i9-12900KF - Gigabyte Z690 UD DDR4 - Intel Device 7aa7

Ubuntu 22.04 - 5.15.0-71-generic - LXQt 0.17.0

1 System - 74 Benchmark Results

AMD Ryzen 9 7900X 12-Core - ASUS ROG STRIX B650E-F GAMING WIFI - AMD Device 14d8

Ubuntu 22.04 - 5.19.0-41-generic - Budgie 10.6.1

1 System - 82 Benchmark Results

AMD Ryzen 7 3700X 8-Core - ASRock X570 Phantom Gaming-ITX/TB3 - AMD Starship

Ubuntu 22.04 - 5.15.0-71-generic - X Server 1.20.13

2 Systems - 108 Benchmark Results

AMD Ryzen Threadripper PRO 3955WX 16-Cores - Supermicro M12SWA-TF v1.01 - AMD Starship

Linuxmint 21.1 - 5.15.0-56-generic - Cinnamon 5.6.5

1 System - 84 Benchmark Results

AMD Ryzen Threadripper PRO 3955WX 16-Cores - Supermicro M12SWA-TF v1.01 - AMD Starship

Linuxmint 21.1 - 5.15.0-56-generic - X Server 1.21.1.3

1 System - 110 Benchmark Results

Intel Core i7-12700K - Gigabyte B660 DS3H DDR4 - Intel Device 7aa7

Ubuntu 22.04 - 5.15.0-71-generic - GNOME Shell 42.5

1 System - 109 Benchmark Results

Intel Core i7-12700K - Gigabyte B660 DS3H DDR4 - Intel Device 7aa7

Ubuntu 22.04 - 5.15.0-71-generic - GNOME Shell 42.5

1 System - 106 Benchmark Results

Intel Core i7-12700K - Gigabyte B660 DS3H DDR4 - Intel Device 7aa7

Ubuntu 22.04 - 5.15.0-70-generic - GNOME Shell 42.5

1 System - 106 Benchmark Results

Intel Core i7-12700K - Gigabyte B660 DS3H DDR4 - Intel Device 7aa7

Ubuntu 22.04 - 5.15.0-70-generic - GNOME Shell 42.5

1 System - 63 Benchmark Results

2 x AMD EPYC 7313 16-Core - ASRockRack ROME2D32GM-2T - AMD Starship

Ubuntu 20.04 - 5.15.0-71-generic - GNOME Shell 3.36.9

Most Popular Test Results

OpenBenchmarking.org Results Compare

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

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

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

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

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

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

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

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

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

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

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

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

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

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