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

16 July 2024

Test Maintainer

Michael Larabel

Test Type

Processor

Average Install Time

3 Minutes, 3 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

100k+ Downloads

Supported Platforms

* 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 2 December 2024.

Revision History

pts/arrayfire-1.2.1 [View Source] Tue, 16 Jul 2024 12:32:39 GMT
Add additional test options for ArrayFire.

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 48 public results since 13 November 2023 with the latest data as of 31 October 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)

Intel Core i9-14900K

96th

Intel Core i7-1280P

90th

Intel Core i7-1165G7

76th

Mid-Tier

75th

> 16

Intel Core i7-1065G7

65th

AMD Ryzen 7 PRO 5850U

53rd

Median

50th

2 x INTEL XEON PLATINUM 8592

40th

38 ^{+/- 3}

AMD Ryzen 9 5900HX

40th

Low-Tier

25th

> 53

AMD Ryzen Threadripper 3990X 64-Core

19th

Intel Xeon Silver 4216

13th

82 ^{+/- 1}

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.

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

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)

Loongson LoongArch 64-bit

loongarch64