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, 56 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

80k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsArrayFire Popularity Statisticspts/arrayfire2017.012017.032017.052017.072017.112018.022018.042018.062018.082019.042019.062019.082020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112K4K6K8K10K
* 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 3 December 2023.

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 33 public results since 13 November 2023 with the latest data as of 25 November 2023.

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
94th
3
8.4 +/- 0.1
Intel Core i7-1280P
85th
4
13.3 +/- 0.2
Mid-Tier
75th
> 15.2
Intel Core i7-1165G7
70th
3
15.5 +/- 0.1
Intel Core i7-1065G7
55th
3
18.0 +/- 0.1
Median
50th
18.1
AMD Ryzen 7 PRO 5850U
37th
3
23.3 +/- 0.3
AMD Ryzen 9 5900HX
28th
3
38.5 +/- 0.2
Low-Tier
25th
> 38.6
AMD Ryzen Threadripper 3990X 64-Core
16th
3
53.8 +/- 0.3
Intel Xeon Silver 4216
7th
4
82.5 +/- 0.7
OpenBenchmarking.orgDistribution Of Public Results - Test: Conjugate Gradient CPU33 Results Range From 8 To 84 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

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

1 System - 4 Benchmark Results

AMD Ryzen Threadripper 3960X 24-Core - 64GB - 0GB Virtual Disk + 17GB Virtual Disk + 3 x 1100GB Virtual Disk

Ubuntu 22.04 - 5.15.133.1-microsoft-standard-WSL2 - Wayland

2 Systems - 29 Benchmark Results

Intel Core i7-1280P - MSI MS-14C6 - Intel Alder Lake PCH

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

1 System - 76 Benchmark Results

AMD Ryzen 7 7800X3D 8-Core - ASUS ProArt B650-CREATOR - AMD Device 14d8

Debian 12 - 6.5.0-0.deb12.1-amd64 - Xfce 4.18

3 Systems - 47 Benchmark Results

Intel Core i7-1065G7 - Dell 06CDVY - Intel Ice Lake-LP DRAM

Ubuntu 23.04 - 6.2.0-35-generic - GNOME Shell 44.3

2 Systems - 31 Benchmark Results

AMD Ryzen 7 7840U - Framework FRANMDCP07 - AMD Device 14e8

Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

2 Systems - 18 Benchmark Results

Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers

Debian 12 - 6.1.0-11-amd64 - X Server

17 Systems - 119 Benchmark Results

2 x Intel Xeon Platinum 8272CL - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1

3 Systems - 17 Benchmark Results

AMD Ryzen 7 PRO 5850U - LENOVO 20XF004WUS - AMD Renoir

Fedora Linux 39 - 6.5.8-300.fc39.x86_64 - GNOME Shell 45.0

3 Systems - 3 Benchmark Results

AMD Ryzen 7 7840U - PHX Ray_PEU - AMD Device 14e8

Ubuntu 23.10 - 6.5.0-with-patch2 - GNOME Shell 45.0

3 Systems - 6 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

3 Systems - 13 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

3 Systems - 13 Benchmark Results

Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

1 System - 2 Benchmark Results

2 x AMD EPYC 9754 128-Core - Dell PowerEdge R7625 [0H1TJT] - AMD Device 14a4

Ubuntu 22.04 - 6.1.44-custom - GCC 11.4.0

1 System - 621 Benchmark Results

AMD Ryzen 7 PRO 4750G - LENOVO 318E - AMD Renoir

Arch Linux - 6.1.59-1-lts - GCC 13.2.1 20230801 + Clang 16.0.6

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 13 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

3 Systems - 47 Benchmark Results

Intel Core i7-1065G7 - Dell 06CDVY - Intel Ice Lake-LP DRAM

Ubuntu 23.04 - 6.2.0-35-generic - GNOME Shell 44.3

3 Systems - 13 Benchmark Results

Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

3 Systems - 17 Benchmark Results

AMD Ryzen 7 PRO 5850U - LENOVO 20XF004WUS - AMD Renoir

Fedora Linux 39 - 6.5.8-300.fc39.x86_64 - GNOME Shell 45.0

2 Systems - 31 Benchmark Results

AMD Ryzen 7 7840U - Framework FRANMDCP07 - AMD Device 14e8

Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

3 Systems - 6 Benchmark Results

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

2 Systems - 18 Benchmark Results

Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers

Debian 12 - 6.1.0-11-amd64 - X Server

2 Systems - 31 Benchmark Results

AMD Ryzen 7 7840U - Framework FRANMDCP07 - AMD Device 14e8

Ubuntu 23.10 - 6.5.0-5-generic - GNOME Shell 45.0

2 Systems - 18 Benchmark Results

Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers

Debian 12 - 6.1.0-11-amd64 - X Server

3 Systems - 3 Benchmark Results

AMD Ryzen 7 7840U - PHX Ray_PEU - AMD Device 14e8

Ubuntu 23.10 - 6.5.0-with-patch2 - GNOME Shell 45.0

2 Systems - 29 Benchmark Results

Intel Core i7-1280P - MSI MS-14C6 - Intel Alder Lake PCH

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0

2 Systems - 29 Benchmark Results

Intel Core i7-1280P - MSI MS-14C6 - Intel Alder Lake PCH

Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0
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