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

2 Minutes, 21 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/arrayfire2017.012017.032017.052017.072017.112018.022018.042018.062018.082019.042019.062019.082020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.1111002200330044005500
* 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 28 November 2022.
Conjugate Gradient OpenCL24.7%BLAS CPU40.0%Conjugate Gradient CPU28.5%BLAS OpenCL6.9%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

HPC - High Performance Computing

Scientific Computing

NVIDIA GPU Compute

Linear Algebra

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

ArrayFire 3.7

Test: BLAS CPU

OpenBenchmarking.org metrics for this test profile configuration based on 683 public results since 5 March 2020 with the latest data as of 28 November 2022.

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
GFLOPS (Average)
95th
3
3415 +/- 30
92nd
6
2570 +/- 32
90th
11
2073 +/- 87
87th
3
1205 +/- 6
85th
3
1093 +/- 7
83rd
10
1004 +/- 21
82nd
10
990 +/- 15
80th
4
933 +/- 25
77th
10
833 +/- 101
76th
6
798 +/- 4
Mid-Tier
75th
< 797
75th
6
797 +/- 59
71st
10
755 +/- 13
69th
6
734 +/- 97
69th
7
720 +/- 28
61st
7
613 +/- 12
59th
6
600 +/- 1
56th
5
572 +/- 4
56th
15
570 +/- 21
53rd
7
515 +/- 47
Median
50th
481
49th
7
459 +/- 3
43rd
6
419 +/- 57
42nd
4
409 +/- 46
41st
5
397 +/- 56
38th
3
375 +/- 22
36th
20
365 +/- 26
Low-Tier
25th
< 249
25th
6
247 +/- 1
22nd
6
224 +/- 7
21st
3
212 +/- 21
16th
8
182 +/- 9
10th
15
139 +/- 2
8th
5
123 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - Test: BLAS CPU683 Results Range From 22 To 6331 GFLOPS22149276403530657784911103811651292141915461673180019272054218123082435256226892816294330703197332434513578370538323959408642134340446745944721484849755102522953565483561057375864599161186245637220406080100

Based on OpenBenchmarking.org data, the selected test / test configuration (ArrayFire 3.7 - Test: BLAS 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: BLAS CPURun-Time246810Min: 1 / Avg: 1.43 / Max: 6

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: BLAS CPUDeviation3691215Min: 0 / Avg: 0.95 / Max: 11

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BaseArrayFire CPU Core ScalingTest: BLAS CPU4812162432641.13962.27923.41884.55845.698

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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1 System - 1 Benchmark Result

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Ubuntu 20.04 - 5.15.0-52-generic - GNOME Shell 3.36.9

1 System - 2 Benchmark Results

Intel Core i7-8565U - HP 8538 - Intel Cannon Point-LP

Ubuntu 22.04 - 5.15.0-52-generic - GNOME Shell 42.4

5 Systems - 60 Benchmark Results

Intel Atom P5362 - Supermicro A3SSV-24C-SPLN10F v1.02 - Intel Device 0998

Ubuntu 20.04 - 5.15.0-50-generic - GNOME Shell 3.36.9

1 System - 124 Benchmark Results

Intel Core i7-9700K - MSI MPG Z390 GAMING PRO CARBON AC - Intel Cannon Lake PCH

Ubuntu 20.04 - 5.4.0-131-generic - KDE Plasma 5.18.8

1 System - 2 Benchmark Results

Intel Core i7-6700 - ASUS H170 PRO GAMING - Intel Xeon E3-1200 v5

Ubuntu 18.04 - 4.15.0-194-generic - GNOME Shell 3.28.4

4 Systems - 59 Benchmark Results

Intel Atom C3958 - Beiliande A2SDi-N4 v1.10 - Intel Atom C3000 Agent

Ubuntu 20.04 - 5.11.0-43-generic - GNOME Shell 3.36.9

3 Systems - 59 Benchmark Results

Intel Xeon D-2183IT - Beiliande MBD-2183IT-16C8F v1.10 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.11.0-43-generic - GNOME Shell 3.36.9

1 System - 75 Benchmark Results

AMD Ryzen 9 7950X 16-Core - Gigabyte B650 AORUS ELITE AX - AMD Device 14d8

Linuxmint 21 - 5.15.0-50-generic - Cinnamon 5.4.12

1 System - 4 Benchmark Results

AMD Ryzen 5 3600 6-Core - MSI B550M PRO-VDH WIFI - AMD Starship

Ubuntu 22.04 - 5.15.0-50-generic - GNOME Shell 42.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 268 Benchmark Results

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Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3

16 Systems - 119 Benchmark Results

2 x Intel Xeon Platinum 8275CL - ASRockRack EP2C621D12 WS - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.3.0-55-generic - GNOME Shell 3.34.1

3 Systems - 301 Benchmark Results

Intel Core i5-4670 - MSI B85M-P33 - Intel 4th Gen Core DRAM

Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3

2 Systems - 14 Benchmark Results

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

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

4 Systems - 179 Benchmark Results

Intel Core i5-11600K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef

Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4

2 Systems - 475 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship

Ubuntu 19.10 - 5.3.0-18-generic - GNOME Shell 3.34.1

10 Systems - 119 Benchmark Results

Intel Xeon Gold 5218 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

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3 Systems - 158 Benchmark Results

AMD Ryzen 7 1700 Eight-Core - ASRock X370 Gaming X - AMD 17h

Arch rolling - 5.11.16-arch1-1 - Xfce 4.16

2 Systems - 67 Benchmark Results

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Ubuntu 21.04 - 5.11.0-34-generic - GNOME Shell 3.38.4

2 Systems - 169 Benchmark Results

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Clear Linux OS 34550 - 5.10.19-1032.native - GNOME Shell 40.0

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