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

30 Seconds

Average Run Time

15 Seconds

Test Dependencies

C/C++ Compiler Toolchain + OpenCL + CMake

Accolades

80k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsViennaCL Popularity Statisticspts/viennacl2013.112014.032014.072014.112015.032015.072015.112016.032016.072017.012017.052017.092018.012018.052018.092019.012019.052019.092020.012020.052020.092021.012021.052021.092022.012022.052022.092023.012023.052023.0914002800420056007000
* 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 4 December 2023.
OpenCL BLAS37.3%CPU BLAS62.7%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 503 public results since 27 March 2021 with the latest data as of 4 December 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)
Intel Xeon w9-3495X
100th
8
122 +/- 7
AMD Ryzen Threadripper 3970X 32-Core
100th
4
115 +/- 2
Intel Core i9-13900K
100th
4
115 +/- 2
AMD Ryzen 9 7950X 16-Core
98th
6
106 +/- 3
AMD Ryzen Threadripper 3990X 64-Core
96th
6
104 +/- 2
2 x AMD EPYC 73F3 16-Core
95th
9
97 +/- 8
AMD EPYC 7702 64-Core
92nd
3
90
AMD EPYC 7763 64-Core
87th
9
85 +/- 10
AMD Ryzen Threadripper PRO 3955WX 16-Cores
87th
4
84 +/- 1
AMD Ryzen 9 5950X 16-Core
86th
10
83 +/- 8
AMD Ryzen 9 3950X 16-Core
85th
4
82 +/- 1
2 x AMD EPYC 7313 16-Core
85th
5
82 +/- 12
AMD EPYC 73F3 16-Core
84th
5
81
2 x AMD EPYC 7513 32-Core
82nd
9
80 +/- 5
AMD EPYC 74F3 24-Core
82nd
5
80 +/- 1
AMD EPYC 7F72 24-Core
79th
4
76
AMD EPYC 7313 16-Core
76th
3
73 +/- 3
Mid-Tier
75th
< 72
AMD Ryzen Threadripper 2990WX 32-Core
75th
3
72 +/- 1
2 x AMD EPYC 7453 28-Core
75th
5
72 +/- 6
2 x Intel Xeon Platinum 8380
75th
7
70 +/- 6
AMD Ryzen Threadripper 2950X 16-Core
74th
3
69 +/- 1
AMD Ryzen Threadripper 2970WX 24-Core
73rd
3
68 +/- 1
2 x Intel Xeon Platinum 8280
71st
3
65 +/- 3
AMD Ryzen 9 7900X 12-Core
70th
3
61 +/- 1
Intel Core i7-12700K
69th
4
60 +/- 2
Intel Core i9-7980XE
68th
3
58 +/- 1
Intel Core i9-10980XE
68th
8
57 +/- 6
Intel Xeon Gold 6226R
66th
3
54 +/- 3
AMD Ryzen 9 5900X 12-Core
65th
14
53 +/- 1
Ampere Altra ARMv8 Neoverse-N1 160-Core
63rd
4
53 +/- 1
AMD Ryzen 9 3900XT 12-Core
61st
4
49
AMD Ryzen 7 5800X 8-Core
60th
5
47 +/- 1
AMD Ryzen 9 3900X 12-Core
59th
4
46 +/- 3
Intel Core i9-11900K
57th
7
44 +/- 1
AMD Ryzen 7 3700X 8-Core
56th
6
42 +/- 1
AMD Ryzen 7 3800XT 8-Core
55th
3
41
Intel Xeon Silver 4216
53rd
3
40
Intel Core i9-10900K
52nd
3
35
Intel Xeon E-2288G
51st
5
35 +/- 1
Intel Core i9-9900KS
51st
3
34
Median
50th
34
AMD Ryzen 7 2700 Eight-Core
48th
3
33
AMD Ryzen 5 5600X 6-Core
47th
13
30 +/- 2
AMD Ryzen 5 3600XT 6-Core
44th
3
29 +/- 1
Intel Xeon E5-2687W v3
42nd
3
27
Intel Core i5-10600K
41st
3
24
AMD Ryzen 5 5500U
36th
28
23
Intel Core i7-8086K
35th
3
23
Intel Core i7-10700T
34th
5
23 +/- 1
Intel Core i7-8700K
34th
3
23
AMD Ryzen 7 4700U
32nd
4
22 +/- 1
Intel Core i7-4960X
31st
5
22
Intel Core i7-6800K
29th
3
20 +/- 1
AMD Ryzen 5 3400G
28th
4
19
Intel Core i7-9750H
27th
5
19 +/- 1
Intel Core i7-7740K
27th
3
17
Intel Core i7-7700K
26th
3
17
Low-Tier
25th
< 17
AMD Ryzen 5 4500U
24th
4
16
Intel Core i7-4770K
24th
4
16 +/- 1
AMD Ryzen 5 2400G
24th
4
16
Intel Xeon E3-1275 v6
23rd
4
15
Intel Xeon E3-1260L v5
21st
3
15
Intel Core i7-3770K
20th
4
15
Intel Core i5-9400F
19th
3
14
Intel Xeon E3-1280 v5
18th
4
14
Intel Xeon E3-1245 v5
17th
5
14 +/- 1
Intel Xeon E3-1231 v3
17th
4
14 +/- 1
Intel Core i5-8400
17th
3
14
Intel Core i7-1065G7
15th
7
14 +/- 1
Intel Core i7-1165G7
14th
6
13
Intel Core i7-8550U
13th
3
13 +/- 1
Intel Core i7-8565U
13th
4
13 +/- 1
Intel Xeon E3-1270 v5
11th
4
11 +/- 1
Intel Xeon E5-2609 v4
11th
4
10
Intel Core i3-8100
9th
6
10
Intel Core i5-6500
8th
3
9
Intel Core i7-2700K
8th
4
9
Intel Core i3-7100
7th
4
8
Intel Xeon E3-1235L v5
6th
3
8
Intel Core i7-5600U
5th
4
7
AMD Ryzen 3 3200U
4th
5
7
Intel Core i3-4130
3rd
3
6
ARMv8 Cortex-A72 4-Core
2nd
4
3
OpenBenchmarking.orgDistribution Of Public Results - Test: CPU BLAS - dGEMM-NT502 Results Range From 1 To 134 GFLOPs/s11325374961738597109121133145306090120150

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: 2.38 / Max: 8

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: CPU BLAS - dGEMM-NTDeviation3691215Min: 0 / Avg: 1.35 / Max: 11

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-NT46812162432641.733.465.196.928.65

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 6-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 12 Benchmark Results

Intel Core i5-4300M - Dell 0VWNW8 - Intel Xeon E3-1200 v3

cachyos rolling - 6.6.2-4-cachyos-lto - GNOME Shell 45.1

5 Systems - 33 Benchmark Results

AMD Ryzen 9 7950X3D 16-Core - ASUS TUF GAMING B650M-PLUS WIFI - AMD Device 14d8

ManjaroLinux 23.1.0 - 6.5.9-1-MANJARO - KDE Plasma 5.27.9

4 Systems - 33 Benchmark Results

Intel Core i7-7700 - ASUS PRIME H270M-PLUS - Intel Xeon E3-1200 v6

Ubuntu 22.04 - 5.15.0-84-generic - GNOME Shell 42.9

1 System - 83 Benchmark Results

2 x AMD EPYC 7763 64-Core - Supermicro H12DSG-O-CPU - AMD Starship

Ubuntu 22.04 - 5.15.0-88-generic - X Server

3 Systems - 33 Benchmark Results

Intel Core i7-7700 - ASUS PRIME H270M-PLUS - Intel Xeon E3-1200 v6

Ubuntu 22.04 - 5.15.0-84-generic - GNOME Shell 42.9

1 System - 24 Benchmark Results

Intel Core i9-10850K - ASUS ROG MAXIMUS XII APEX - Intel Comet Lake PCH

Ubuntu 22.04 - 6.2.0-34-generic - GNOME Shell 42.9

1 System - 168 Benchmark Results

2 x AMD EPYC 9354 32-Core - Supermicro H13DSG-O-CPU v1.10 - AMD Device 14a4

Ubuntu 22.04 - 6.2.0-34-generic - GNOME Shell 42.9

1 System - 23 Benchmark Results

Intel Core i9-10850K - ASUS ROG MAXIMUS XII APEX - Intel Comet Lake PCH

Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

2 Systems - 33 Benchmark Results

Intel Core i7-7700 - ASUS PRIME H270M-PLUS - Intel Xeon E3-1200 v6

Ubuntu 22.04 - 5.15.0-84-generic - GNOME Shell 42.9

1 System - 33 Benchmark Results

Intel Core i7-7700 - ASUS PRIME H270M-PLUS - Intel Xeon E3-1200 v6

Ubuntu 22.04 - 5.15.0-84-generic - GNOME Shell 42.9

1 System - 61 Benchmark Results

AMD E2-3000 APU - Gigabyte E3000N - AMD 16h Root Complex

Gentoo 2.14 - 6.1.12-gentoo - OpenCL 2.1 AMD-APP

1 System - 84 Benchmark Results

2 x AMD EPYC 7713 64-Core - GIGABYTE MZ72-HB0-00 v01020102 - AMD Starship

Ubuntu 22.04 - 5.15.0-69-generic - X Server 1.21.1.3

1 System - 82 Benchmark Results

AMD EPYC 7313 16-Core - GIGABYTE MZE2-G10-00 v01010101 - AMD Starship

Debian 12 - 6.2.16-3-pve - X Server

Most Popular Test Results

OpenBenchmarking.org Results Compare

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 - 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 - 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

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 - 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

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

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 - 117 Benchmark Results

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Ubuntu 20.04 - 5.9.0-050900rc6daily20200921-generic - GNOME Shell 3.36.4

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 - 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 - 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
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