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

5 Minutes, 56 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

80k+ Downloads

Supported Platforms

Supported Architectures

x86_64

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsArrayFire Popularity Statisticspts/arrayfire2017.012017.022017.032017.042017.052017.062017.072017.092017.112017.122018.022018.032018.042018.052018.062018.072018.082018.102019.042019.052019.062019.072019.082019.122020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.105001000150020002500
* 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 23 October 2021.
Conjugate Gradient OpenCL67.7%BLAS CPU12.4%Conjugate Gradient CPU10.3%BLAS OpenCL9.5%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 2,944 public results since 5 March 2020 with the latest data as of 28 September 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 OpenCL2869 Results Range From 1 To 81 ms1815222936435057647178856001200180024003000

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: 2

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.6%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: Conjugate Gradient OpenCLDeviation246810Min: 0 / Avg: 0.65 / Max: 3

Recent Test Results

OpenBenchmarking.org Results Compare

4 Systems - 278 Benchmark Results

Intel Core i5-11600K - Gigabyte Z590 UD AC - Intel Device 43ef

Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9

1 System - 724 Benchmark Results

AMD Ryzen 9 5900HX - HX90 - AMD Renoir

Ubuntu 21.10 - 5.14.12-051412-generic - LXQt 0.17.0

1 System - 272 Benchmark Results

Intel Core i5-11600K - Gigabyte Z590 UD AC - Intel Device 43ef

Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9

1 System - 3 Benchmark Results

AMD Ryzen 5 4600HS - ASUS GA401IH v1.0 - AMD Renoir Root Complex

ManjaroLinux 21.1.6 - 5.14.12-zen1-1-zen-g14 - KDE Plasma 5.22.5

1 System - 2 Benchmark Results

Intel Xeon E5-2676 v3 - Xen HVM domU - Intel 440FX 82441FX PMC

Debian 10 - 4.19.0-16-cloud-amd64 - GCC 8.3.0

1 System - 2 Benchmark Results

Intel Xeon Platinum 8124M - Amazon EC2 c5.xlarge - Intel 440FX 82441FX PMC

Debian 10 - 4.19.0-16-cloud-amd64 - GCC 8.3.0

1 System - 2 Benchmark Results

2 x Intel Xeon - QEMU Standard PC - Intel 440FX 82441FX PMC

Debian 10 - 4.19.0-17-amd64 - GCC 8.3.0

1 System - 28 Benchmark Results

Intel Atom C3958 - American Megatrends 5.13 - Intel Device 1980

Ubuntu 16.04 - 4.4.0-116-generic - GCC 5.4.0 20160609 + Clang 3.8.0-2ubuntu4

2 Systems - 3515 Benchmark Results

Intel Atom C3958 - American Megatrends 5.13 - Intel Device 1980

Ubuntu 16.04 - 4.4.0-116-generic - GCC 5.4.0 20160609

1 System - 28 Benchmark Results

Intel Atom C3958 - American Megatrends 5.13 - Intel Device 1980

Ubuntu 16.04 - 4.4.0-116-generic - GCC 5.4.0 20160609 + Clang 3.8.0-2ubuntu4

1 System - 13 Benchmark Results

Intel Core i7-7500U - LENOVO 20HES3DU00 - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.4.0-80-generic - X Server 1.20.11

1 System - 14 Benchmark Results

Intel Core i7-8700 - Dell 0654JC - Intel Cannon Lake PCH

Ubuntu 20.04 - 5.11.0-34-generic - X Server 1.20.11

2 Systems - 14 Benchmark Results

Intel Core i7-3770 - HP 3397 - Intel Xeon E3-1200 v2

Ubuntu 20.04 - 5.11.0-37-generic - GNOME Shell 3.36.9

2 Systems - 10 Benchmark Results

Intel Core i3-2310M - LENOVO 4290W1A - Intel 2nd Generation Core DRAM

Ubuntu 18.04 - 4.15.0-154-generic - GNOME Shell 3.28.4

1 System - 14 Benchmark Results

Intel Core i7-3770 - HP 3397 - Intel Xeon E3-1200 v2

Ubuntu 20.04 - 5.11.0-37-generic - GNOME Shell 3.36.9

Most Popular Test Results

OpenBenchmarking.org Results Compare

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

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

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

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

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

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

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

3 Systems - 100 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.7

Find More Test Results