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

* 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 2021.

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 3,648 public results since 5 March 2020 with the latest data as of 24 November 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

# Compatible Public Results

ms (Average)

NVIDIA GeForce RTX 3090

100th

1.5

NVIDIA GeForce RTX 3080

100th

135

1.6

NVIDIA GeForce RTX 2080 Ti

94th

1.7

NVIDIA GeForce RTX 2080 SUPER

87th

1.9

NVIDIA GeForce RTX 2070 SUPER

86th

2.1

Zotac NVIDIA GeForce RTX 2060 SUPER

86th

137

2.1

Zotac NVIDIA GeForce RTX 2080

82nd

2.1

NVIDIA GeForce RTX 3070

81st

2.1

NVIDIA GeForce RTX 3060 Ti

81st

2.1

NVIDIA GeForce RTX 2060 SUPER

81st

2.1

ASUS NVIDIA GeForce RTX 2070

80th

2.1

NVIDIA Quadro RTX 4000

80th

2.3

Mid-Tier

75th

> 2.3

NVIDIA GeForce GTX 1080 Ti

54th

2.4 ^{+/- 0.1}

Median

50th

2.4

eVGA NVIDIA GeForce RTX 3060

42nd

2.5

NVIDIA Quadro RTX 5000 with Max-Q Design

38th

2.5

eVGA NVIDIA GeForce GTX 1660 SUPER

34th

2.6

NVIDIA GeForce RTX 2060

34th

2.7

eVGA NVIDIA GeForce GTX 1660 Ti

33rd

3.1 ^{+/- 0.1}

Low-Tier

25th

> 3.2

NVIDIA GeForce GTX 1080

11th

3.4

MSI NVIDIA GeForce GTX 1080 Ti

11th

137

3.4

NVIDIA GeForce GTX 980 Ti

7th

3.6

Zotac NVIDIA GeForce GTX 1070 Ti

6th

4.0 ^{+/- 0.5}

NVIDIA GeForce GTX 1070

6th

4.1

ASUS NVIDIA GeForce GTX 1650 SUPER

6th

4.4

ASUS NVIDIA GeForce GTX 1660

6th

4.5

NVIDIA GeForce GTX 980

6th

4.9

NVIDIA GeForce GTX 1060

5th

5.0

eVGA NVIDIA GeForce GTX 970

5th

5.4

ASUS NVIDIA GeForce GTX 1650

5th

6.8

eVGA NVIDIA GeForce GTX 1050 Ti

5th

7.8

eVGA NVIDIA GeForce GTX 950

5th

8.3

eVGA NVIDIA GeForce GTX 960

5th

9.0

NVIDIA Quadro P2000

5th

9.0

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.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.7%.

msi-af 1 System - 4 Benchmark Results	Intel Core i7-9750H - MSI MS-17E2 - Intel Cannon Lake PCH Ubuntu 20.04 - 5.4.0-89-generic - Xfce 4.14
cuda-RTX2080-2021Nov 1 System - 126 Benchmark Results	Intel Core i5-11600K - NZXT N7 Z490 - Intel Comet Lake PCH Ubuntu 21.10 - 5.13.0-21-generic - GNOME Shell 40.5
cuda-RTX3060M-2021nov 1 System - 124 Benchmark Results	Intel Core i7-11800H - Dell 0YC2KJ - Intel Device 43ef Ubuntu 20.04 - 5.14.0-1007-oem - GNOME Shell 3.36.9
cuda-GTX1660Super-2021Nov 1 System - 124 Benchmark Results	Intel Core i5-10400F - Dell 0M6C7G - Intel Comet Lake PCH Ubuntu 21.10 - 5.13.0-21-generic - GNOME Shell 40.5
blackperl2x3080-arrayfire 1 System - 4 Benchmark Results	AMD Ryzen Threadripper PRO 3955WX 16-Cores - ASUS Pro WS WRX80E-SAGE SE WIFI - AMD Starship Ubuntu 21.04 - 5.11.0-36-generic - X Server 1.20.11
RTX 30 Compute September Featured Graphics Comparison	NVIDIA GeForce RTX 3070 8GB - NVIDIA GeForce RTX 3090 24GB
RTX 3090 Compute 3 Systems - 105 Benchmark Results	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.13.0-14-generic - GNOME Shell 40.2
nvidiagpucompute2 1 System - 101 Benchmark Results	AMD Ryzen 9 5950X 16-Core - Gigabyte X570 AORUS ULTRA - AMD Starship Debian 10 - 4.19.0-8-amd64 - GNOME Shell 3.30.2
nv-test-run 1 System - 103 Benchmark Results	AMD Ryzen 9 5900 12-Core - Alienware 0TYR0X - AMD Starship Ubuntu 20.04 - 5.8.0-63-generic - GNOME Shell 3.36.9
2080ti-p-01 1 System - 2 Benchmark Results	8 x Intel Xeon Gold 6130 - OpenStack Foundation Nova v21.1.1 - Intel 440FX 82441FX PMC Ubuntu 20.04 - 5.4.0-80-generic - X Server 1.20.9
2080Ti-b-01 1 System - 2 Benchmark Results	2 x Intel Xeon Gold 6130 - Supermicro X11DPG-OT-CPU v1.01 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-80-generic - X Server 1.20.9
20210711-8570-aircrack-ng 7 Systems - 44 Benchmark Results	AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2
20210711-8570-aircrack-ng 7 Systems - 43 Benchmark Results	AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2
20210711-8570-aircrack-ng 7 Systems - 42 Benchmark Results	AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2
20210711-8570-aircrack-ng 7 Systems - 42 Benchmark Results	AMD PRO A6-8570 R5 8 COMPUTE CORES 2C+6G - BIOSTAR A320MH - AMD 15h Fedora 34 - 5.12.14-300.fc34.x86_64 - GNOME Shell 40.2

HP Zbook 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
NVIDIA GeForce RTX 30 Linux GPU Compute Benchmarks Featured Graphics Comparison	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
NVIDIA CUDA OpenCL Compute Tests Pre-Ampere 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
NVIDIA GPU Compute OpenCL CUDA Benchmarks Featured Graphics Comparison	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
AsusK555LB-SciBench 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
GTX 1080 Ti 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
NVIDIA Linux GPU Performance Comptue RTX 30 RTX 20 Featured Graphics Comparison	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-58-generic - GNOME Shell 3.36.4
NVIDIA GPU Compute Ubuntu Linux Benchmarks Featured Graphics Comparison	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
RTX 30 Compute September Featured Graphics Comparison	AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.13.0-14-generic - GNOME Shell 40.2
NVIDIA GPU Compute OpenCL CUDA Benchmarks 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
ngc rtx 3090 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
NVIDIA GeForce RTX 3080 Linux Benchmarks 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
NVIDIA GPU Compute OpenCL CUDA Benchmarks Featured Graphics Comparison	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
NVIDIA GPU Compute OpenCL CUDA Benchmarks 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
AMD Ryzen 9 3950X Ubuntu Linux Featured Graphics Comparison	AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4

ArrayFire

Project Site

Test Created

Last Updated

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Supported Architectures

Revision History

Suites Using This Test

Performance Metrics

ArrayFire 3.7

Test: Conjugate Gradient OpenCL

Recent Test Results

Most Popular Test Results