ArrayFire Benchmark - OpenBenchmarking.org

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.

* 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 Tue, 11 May 2021 13:24:20 GMT.

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

Performance Metrics

ArrayFire 3.7

Test: Conjugate Gradient OpenCL

OpenBenchmarking.org metrics for this test profile configuration based on 508 public results since 5 March 2020 with the latest data as of 1 May 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

ms (Average)

NVIDIA GeForce RTX 3090

100th

1.5

NVIDIA GeForce RTX 3080

96th

1.6

NVIDIA GeForce RTX 2080 Ti

90th

1.7

NVIDIA GeForce RTX 2080 SUPER

85th

1.9

NVIDIA GeForce RTX 2070 SUPER

83rd

2.1

Zotac NVIDIA GeForce RTX 2060 SUPER

80th

2.1

Zotac NVIDIA GeForce RTX 2080

76th

2.1

Mid-Tier

75th

> 2.1

NVIDIA GeForce RTX 3070

72nd

2.1

NVIDIA GeForce RTX 3060 Ti

70th

2.1

ASUS NVIDIA GeForce RTX 2070

69th

2.1

NVIDIA GeForce RTX 2060 SUPER

69th

2.1

NVIDIA Quadro RTX 4000

65th

2.3

NVIDIA GeForce GTX 1080 Ti

52nd

2.4 ^{+/- 0.1}

Median

50th

2.4

eVGA NVIDIA GeForce RTX 3060

45th

2.5

NVIDIA Quadro RTX 5000 with Max-Q Design

44th

2.5

eVGA NVIDIA GeForce GTX 1660 SUPER

40th

2.6

NVIDIA GeForce RTX 2060

39th

2.7

eVGA NVIDIA GeForce GTX 1660 Ti

35th

3.1 ^{+/- 0.1}

Low-Tier

25th

> 3.3

NVIDIA GeForce GTX 1080

24th

3.4

MSI NVIDIA GeForce GTX 1080 Ti

22nd

3.4

NVIDIA GeForce GTX 980 Ti

20th

3.6

Zotac NVIDIA GeForce GTX 1070 Ti

17th

4.0 ^{+/- 0.5}

NVIDIA GeForce GTX 1070

17th

4.1

ASUS NVIDIA GeForce GTX 1650 SUPER

15th

4.4

ASUS NVIDIA GeForce GTX 1660

14th

4.5

NVIDIA GeForce GTX 980

12th

4.9

NVIDIA GeForce GTX 1060

10th

5.0

eVGA NVIDIA GeForce GTX 970

8th

5.4

ASUS NVIDIA GeForce GTX 1650

7th

6.8

eVGA NVIDIA GeForce GTX 1050 Ti

7th

7.8

eVGA NVIDIA GeForce GTX 950

5th

8.3

eVGA NVIDIA GeForce GTX 960

4th

9.0

NVIDIA Quadro P2000

3rd

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 0.3%.

AsusK555LB-SciBench 4 Systems - 14 Benchmark Results	Intel Core i5-5200U - ASUS X555LB v1.0 - Intel Broadwell-U-OPI Fedora 34 - 5.11.17-300.fc34.x86_64 - GNOME Shell 40.0
AsusK555LB-SciBench 3 Systems - 14 Benchmark Results	Intel Core i5-5200U - ASUS X555LB v1.0 - Intel Broadwell-U-OPI EndeavourOS rolling - 5.11.16-arch1-1 - GNOME Shell 40.1
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
AsusK555LB-SciBench 1 System - 14 Benchmark Results	Intel Core i5-5200U - ASUS X555LB v1.0 - Intel Broadwell-U-OPI Fedora 34 - 5.11.17-300.fc34.x86_64 - GNOME Shell 40.0
BENCHMARK_ASUS_K555LB_FEDORA 2 Systems - 5 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
BENCHMARK_ASUS_K555LB_FEDORA 1 System - 5 Benchmark Results	Intel Core i5-5200U - ASUS X555LB v1.0 - Intel Broadwell-U-OPI Fedora 34 - 5.11.16-300.fc34.x86_64 - GNOME Shell 40.0
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
NVIDIA GeForce RTX 30 Linux GPU Compute Benchmarks Featured Graphics Comparison	NVIDIA GeForce RTX 2060 6GB - NVIDIA GeForce RTX 2060 SUPER 8GB - ASUS NVIDIA GeForce RTX 2070 8GB - NVIDIA GeForce RTX 2070 SUPER 8GB - Zotac NVIDIA GeForce RTX 2080 8GB - NVIDIA GeForce RTX 2080 SUPER 8GB - NVIDIA GeForce RTX 2080 Ti 11GB - NVIDIA TITAN RTX 24GB - eVGA NVIDIA GeForce RTX 3060 12GB - NVIDIA GeForce RTX 3060 Ti 8GB - NVIDIA GeForce RTX 3070 8GB - NVIDIA GeForce RTX 3080 10GB - NVIDIA GeForce RTX 3090 24GB
RTX 3070 Compute 3 Systems - 99 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
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
GPU compute 1 System - 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
stargazer-nvidia-test 1 System - 34 Benchmark Results	2 x Intel Xeon E5-2640 v4 - Supermicro X10DRG-O+-CPU v1.00 - Intel Xeon E7 v4 Ubuntu 18.04 - 5.4.0-67-generic - X Server

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 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
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
GTX 950 CompuLab Airtop 3 Systems - 52 Benchmark Results	Intel Core i7-5775C - CompuLab v1.0 - Intel Broadwell-U DMI Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1
NVIDIA Compute Tests Pre-Ampere 8 Systems - 27 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 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
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 Linux GPU Performance Comptue RTX 3000 Series 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 GeForce RTX 3080 Ubuntu Linux 1 System - 55 Benchmark Results	AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4
GPU Compute 10 Systems - 204 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
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

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

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