ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark arrayfire.

Project Site

arrayfire.com

Test Created

21 January 2017

Last Updated

5 March 2020

Test Maintainer

Jason Newton 

Test Type

Processor

Average Install Time

8 Minutes, 43 Seconds

Average Run Time

1 Minute, 21 Seconds

Test Dependencies

C/C++ Compiler Toolchain + C++ Boost + CMake + BLAS (Basic Linear Algebra Sub-Routine) + LAPACK (Linear Algebra Pack) + FFTW + OpenCL

Accolades

70k+ Downloads

Supported Platforms

Supported Architectures

x86_64

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsArrayFire Popularity Statisticspts/arrayfire2017.012017.022017.032017.042017.052017.062017.072017.092017.112017.122018.022018.032018.042018.052018.062018.072018.082018.102019.042019.052019.062019.072019.082019.122020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.076001200180024003000
* 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 31 July 2021.
Conjugate Gradient OpenCL48.1%BLAS CPU24.0%Conjugate Gradient CPU20.7%BLAS OpenCL7.2%Test Option PopularityOpenBenchmarking.org

Revision History

pts/arrayfire-1.1.0   [View Source]   Thu, 05 Mar 2020 07:26:17 GMT
Update against latest ArrayFire upstream.

pts/arrayfire-1.0.1   [View Source]   Sun, 08 Apr 2018 19:27:56 GMT
Demote ArrayFire to Unverified as it appears hardly used these days.

pts/arrayfire-1.0.0   [View Source]   Sat, 21 Jan 2017 17:15:42 GMT
Initial commit of ArrayFire benchmark from https://www.phoronix.com/forums/forum/phoronix/phoronix-test-suite/887940-where-do-i-find-git-sources-for-a-test

Suites Using This Test

Multi-Core

Scientific Computing

HPC - High Performance Computing

NVIDIA GPU Compute

Linear Algebra

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

ArrayFire 3.7

Test: Conjugate Gradient OpenCL

OpenBenchmarking.org metrics for this test profile configuration based on 1,018 public results since 5 March 2020 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.

OpenBenchmarking.orgDistribution Of Public Results - Test: Conjugate Gradient OpenCL994 Results Range From 1 To 81 ms1815222936435057647178852004006008001000

Based on OpenBenchmarking.org data, the selected test / test configuration (ArrayFire 3.7 - Test: Conjugate Gradient OpenCL) 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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkTest: Conjugate Gradient OpenCLRun-Time246810Min: 1 / Avg: 1 / Max: 1

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.5%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: Conjugate Gradient OpenCLDeviation246810Min: 0 / Avg: 0.5 / Max: 2

Recent Test Results

OpenBenchmarking.org Results Compare

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

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

1 System - 2 Benchmark Results

8 x Intel Xeon Gold 6130 - OpenStack Foundation Nova v21.1.1 - Intel 440FX 82441FX PMC

Ubuntu 20.04 - 5.4.0-80-generic - X Server 1.20.9

1 System - 2 Benchmark Results

2 x Intel Xeon Gold 6130 - Supermicro X11DPG-OT-CPU v1.01 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-80-generic - X Server 1.20.9

7 Systems - 44 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

7 Systems - 43 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

7 Systems - 42 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

7 Systems - 42 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

7 Systems - 41 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

7 Systems - 40 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

7 Systems - 37 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

7 Systems - 36 Benchmark Results

AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h

Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 75 Benchmark Results

Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.3

13 Systems - 23 Benchmark Results

AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4

3 Systems - 253 Benchmark Results

Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH

Ubuntu 20.04 - 5.6.0-1034-oem - GNOME Shell 3.36.4

23 Systems - 123 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

2 Systems - 14 Benchmark Results

Intel Core i5-5200U - ASUS X555LB v1.0 - Intel Broadwell-U-OPI

Clear Linux OS 34560 - 5.10.33-1036.native - GNOME Shell 40.0

20 Systems - 105 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

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

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