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

13 Minutes, 45 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 UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsArrayFire Popularity Statisticspts/arrayfire2017.012017.022017.032017.042017.052017.062017.072017.092017.112017.122018.022018.032018.042018.052018.062018.072018.082018.102019.042019.052019.062019.072019.082019.122020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.055001000150020002500
* 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 Tue, 11 May 2021 13:24:20 GMT.
Conjugate Gradient OpenCL34.3%BLAS CPU32.3%Conjugate Gradient CPU28.4%BLAS OpenCL5.1%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 508 public results since 5 March 2020 with the latest data as of 1 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.

OpenBenchmarking.orgDistribution Of Public Results - Test: Conjugate Gradient OpenCL508 Results Range From 1 To 74 ms181522293643505764717885100200300400500

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 0.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: Conjugate Gradient OpenCLDeviation246810Min: 0 / Avg: 0.29 / Max: 2

Recent Test Results

OpenBenchmarking.org Results Compare

4 Systems - 14 Benchmark Results

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Fedora 34 - 5.11.17-300.fc34.x86_64 - GNOME Shell 40.0

3 Systems - 14 Benchmark Results

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EndeavourOS rolling - 5.11.16-arch1-1 - GNOME Shell 40.1

2 Systems - 14 Benchmark Results

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

1 System - 14 Benchmark Results

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Fedora 34 - 5.11.17-300.fc34.x86_64 - GNOME Shell 40.0

2 Systems - 5 Benchmark Results

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

1 System - 5 Benchmark Results

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Fedora 34 - 5.11.16-300.fc34.x86_64 - GNOME Shell 40.0

25 Systems - 134 Benchmark Results

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Ubuntu 20.04 - 5.4.0-45-generic - GNOME Shell 3.36.4

3 Systems - 99 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

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

1 System - 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

1 System - 34 Benchmark Results

2 x Intel Xeon E5-2640 v4 - Supermicro X10DRG-O+-CPU v1.00 - Intel Xeon E7 v4

Ubuntu 18.04 - 5.4.0-67-generic - X Server

Most Popular Test Results

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13 Systems - 23 Benchmark Results

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8 Systems - 27 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

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

1 System - 55 Benchmark Results

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

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4

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

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3 Systems - 253 Benchmark Results

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