ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks.

Learn more about this test at the upstream project site: https://arrayfire.com/.

This utility test profile is maintained by Jason Newton. This OpenBenchmarking.org test profile was created on 21 January 2017 and last updated on 5 March 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark arrayfire.

This test has an average install time of 7 minutes, 35 seconds and an average run-time of 1 minute, 21 seconds.

70k+ Downloads

Installation StatsTest Completion StatsPublic Result UploadsOpenBenchmarking.orgEventsArrayFire Popularitypts/arrayfire2017.012017.022017.032017.042017.052017.062017.072017.092017.112017.122018.022018.032018.042018.052018.062018.072018.082018.102019.042019.062019.072019.082020.032020.042020.052020.062020.072020.082020.092020.102020.112019.052019.12400800120016002000

* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting.

Conjugate Gradient OpenCL22.1%BLAS CPU37.7%Conjugate Gradient CPU34.5%BLAS OpenCL5.8%Test Option PopularityOpenBenchmarking.org

Revision History

pts/arrayfire-1.1.0   [View Source]   05 Mar 2020 07:26 EST
Update against latest ArrayFire upstream.

pts/arrayfire-1.0.1   [View Source]   08 Apr 2018 19:27 EDT
Demote ArrayFire to Unverified as it appears hardly used these days.

pts/arrayfire-1.0.0   [View Source]   21 Jan 2017 17:15 EST
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

Linear Algebra

NVIDIA GPU Compute

Performance Metrics

Analyze Test Configuration:

ArrayFire 3.7

Test: BLAS CPU

OpenBenchmarking.org metrics for this test profile configuration based on 403 public samples since 5 March 2020 with the latest data as of 29 November 2020.

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
GFLOPS (Average)
Mid-Tier
75th
< 899
Median
50th
578
Low-Tier
25th
< 364
OpenBenchmarking.orgDistribution Of Public Results - Test: BLAS CPU403 Results Range From 38 To 6331 GFLOPS3816429041654266879492010461172129814241550167618021928205421802306243225582684281029363062318833143440356636923818394440704196432244484574470048264952507852045330545655825708583459606086621263381530456075

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: 1.13 / Max: 9

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