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

Source Repository

github.com

Test Created

21 January 2017

Last Updated

11 November 2023

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

2 Minutes, 49 Seconds

Average Run Time

1 Minute, 21 Seconds

Test Dependencies

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

Accolades

90k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsArrayFire Popularity Statisticspts/arrayfire2017.012017.032017.052017.072017.112018.022018.042018.062018.082019.042019.062019.082020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.032024.052K4K6K8K10K
* 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 16 June 2024.
Conjugate Gradient OpenCL14.1%Conjugate Gradient CPU29.5%BLAS CPU FP3228.9%BLAS CPU FP1627.5%Test Option PopularityOpenBenchmarking.org

Revision History

pts/arrayfire-1.2.0   [View Source]   Sat, 11 Nov 2023 06:37:23 GMT
Update against ArrayFire 3.9 upstream.

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

HPC - High Performance Computing

NVIDIA GPU Compute

Scientific Computing

Linear Algebra

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

ArrayFire 3.9

Test: Conjugate Gradient CPU

OpenBenchmarking.org metrics for this test profile configuration based on 44 public results since 13 November 2023 with the latest data as of 16 May 2024.

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
ms (Average)
96th
3
8.4 +/- 0.1
89th
4
13.3 +/- 0.2
Mid-Tier
75th
> 15.5
73rd
3
15.5 +/- 0.1
62nd
3
18.0 +/- 0.1
Median
50th
23.0
48th
3
23.3 +/- 0.3
35th
3
38.5 +/- 0.2
Low-Tier
25th
> 47.1
7th
4
82.5 +/- 0.7
OpenBenchmarking.orgDistribution Of Public Results - Test: Conjugate Gradient CPU44 Results Range From 8 To 86 ms81522293643505764717885923691215

Based on OpenBenchmarking.org data, the selected test / test configuration (ArrayFire 3.9 - Test: Conjugate Gradient CPU) 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 CPURun-Time246810Min: 1 / Avg: 1 / Max: 1

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: Conjugate Gradient CPUDeviation246810Min: 0 / Avg: 0.21 / Max: 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)

Recent Test Results

OpenBenchmarking.org Results Compare

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