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

14 Minutes, 38 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/arrayfire2017.012017.022017.032017.042017.052017.062017.072017.092017.112017.122018.022018.032018.042018.052018.062018.072018.082018.102019.042019.052019.062019.072019.082019.122020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.036001200180024003000
* 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 Wed, 03 Mar 2021 02:36:11 GMT.
Conjugate Gradient OpenCL46.5%BLAS CPU28.2%Conjugate Gradient CPU25.3%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

Linear Algebra

NVIDIA GPU Compute

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 749 public results since 5 March 2020 with the latest data as of 17 February 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.

Component
Percentile Rank
# Matching Public Results
ms (Average)
99th
12
1.573 +/- 0.025
96th
19
1.676 +/- 0.006
93rd
14
1.902 +/- 0.008
92nd
14
2.069 +/- 0.006
80th
16
2.078 +/- 0.007
78th
7
2.094 +/- 0.003
77th
14
2.095 +/- 0.005
76th
14
2.098 +/- 0.043
Mid-Tier
75th
> 2.100
75th
3
2.253 +/- 0.005
52nd
4
2.407 +/- 0.071
Median
50th
2.429
35th
13
2.659 +/- 0.008
Low-Tier
25th
> 3.233
10th
8
4.077 +/- 0.001
7th
6
4.899 +/- 0.009
6th
10
5.004 +/- 0.010
5th
6
5.401 +/- 0.001
4th
7
6.809 +/- 0.003
3rd
7
8.344 +/- 0.042
1st
3
9.032 +/- 0.002
OpenBenchmarking.orgDistribution Of Public Results - Test: Conjugate Gradient OpenCL713 Results Range From 1 To 22 ms135791113151719212325100200300400500

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 0.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: Conjugate Gradient OpenCLDeviation246810Min: 0 / Avg: 0.38 / Max: 1

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OpenBenchmarking.org Results Compare

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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

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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

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

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Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1

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

10 Systems - 204 Benchmark Results

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23 Systems - 123 Benchmark Results

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14 Systems - 23 Benchmark Results

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4 Systems - 41 Benchmark Results

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