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

13 Minutes, 56 Seconds

Average Run Time

1 Minute, 21 Seconds

Accolades

70k+ Downloads

Supported Platforms

Supported Architectures

x86_64

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsArrayFire Popularity Statisticspts/arrayfire2017.012017.022017.032017.042017.052017.062017.072017.092017.112017.122018.022018.032018.042018.052018.062018.072018.082018.102019.042019.052019.062019.072019.082019.122020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.016001200180024003000
* 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 Fri, 22 Jan 2021 17:11:16 GMT.
Conjugate Gradient OpenCL24.9%BLAS CPU36.5%Conjugate Gradient CPU33.0%BLAS OpenCL5.6%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: BLAS CPU

OpenBenchmarking.org metrics for this test profile configuration based on 413 public results since 5 March 2020 with the latest data as of 21 January 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
GFLOPS (Average)
95th
3
3415 +/- 30
91st
6
2570 +/- 32
87th
11
2073 +/- 87
83rd
3
1205 +/- 6
79th
10
990 +/- 15
Mid-Tier
75th
< 883
73rd
6
798 +/- 4
73rd
6
797 +/- 59
68th
10
755 +/- 13
66th
6
734 +/- 97
66th
7
720 +/- 28
56th
7
613 +/- 12
54th
6
600 +/- 1
Median
50th
576
49th
5
572 +/- 4
47th
7
515 +/- 47
42nd
7
459 +/- 3
33rd
6
419 +/- 57
32nd
4
409 +/- 46
Low-Tier
25th
< 362
19th
4
334 +/- 53
16th
3
235 +/- 45
15th
6
224 +/- 7
10th
8
182 +/- 9
OpenBenchmarking.orgDistribution Of Public Results - Test: BLAS CPU413 Results Range From 22 To 6331 GFLOPS2214927640353065778491110381165129214191546167318001927205421812308243525622689281629433070319733243451357837053832395940864213434044674594472148484975510252295356548356105737586459916118624563721530456075

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: 1.36 / Max: 5

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: BLAS CPUDeviation3691215Min: 0 / Avg: 1.12 / Max: 9

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