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

2 Minutes, 21 Seconds

Average Run Time

1 Minute, 21 Seconds

Test Dependencies

C/C++ Compiler Toolchain + C++ Boost + CMake + BLAS (Basic Linear Algebra Sub-Routine) + LAPACK (Linear Algebra Pack) + FFTW + OpenCL

Accolades

80k+ Downloads

Supported Platforms

Supported Architectures

x86_64

* 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 current as of 28 November 2022.

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

HPC - High Performance Computing

Scientific Computing

NVIDIA GPU Compute

Linear Algebra

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 683 public results since 5 March 2020 with the latest data as of 28 November 2022.

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

GFLOPS (Average)

2 x Intel Xeon Platinum 8259L

100th

5594 ^{+/- 154}

2 x Intel Xeon Platinum 8380

99th

4616 ^{+/- 84}

2 x Intel Xeon Gold 6226R

98th

3928 ^{+/- 28}

2 x Intel Xeon Platinum 8280

96th

3536 ^{+/- 267}

Intel Xeon Platinum 8280

95th

3415 ^{+/- 30}

Intel Core i9-10980XE

92nd

2570 ^{+/- 32}

2 x Intel Xeon Gold 5220R

91st

2383 ^{+/- 15}

Intel Xeon Gold 6226R

90th

2073 ^{+/- 87}

2 x Intel Xeon Silver 4216

89th

1499 ^{+/- 2}

Intel Xeon Gold 5220R

87th

1205 ^{+/- 6}

AMD Ryzen Threadripper 3990X 64-Core

86th

1132 ^{+/- 11}

Intel Core i9-11980HK

85th

1093 ^{+/- 7}

2 x AMD EPYC 7742 64-Core

84th

1010 ^{+/- 71}

Intel Core i7-11700K

83rd

1004 ^{+/- 21}

Intel Xeon Gold 5218

82nd

990 ^{+/- 15}

Intel Core i7-11800H

80th

933 ^{+/- 25}

Intel Core i9-12900K

77th

833 ^{+/- 101}

AMD EPYC 7642 48-Core

76th

798 ^{+/- 4}

Mid-Tier

75th

< 797

AMD EPYC 7702 64-Core

75th

797 ^{+/- 59}

2 x Intel Xeon E5-2680 v2

74th

791 ^{+/- 6}

Intel Xeon Silver 4216

71st

755 ^{+/- 13}

AMD EPYC 7662 64-Core

69th

734 ^{+/- 97}

Intel Core i5-10600K

69th

720 ^{+/- 28}

2 x AMD EPYC 7302 16-Core

65th

660 ^{+/- 65}

AMD Ryzen Threadripper 3960X 24-Core

65th

659 ^{+/- 43}

AMD Ryzen 9 5950X 16-Core

65th

659 ^{+/- 30}

AMD EPYC 7542 32-Core

65th

654

Intel Xeon Silver 4214R

64th

640 ^{+/- 25}

2 x AMD EPYC 7532 32-Core

62nd

623 ^{+/- 10}

AMD EPYC 7502P 32-Core

61st

613 ^{+/- 12}

AMD EPYC 7F72 24-Core

59th

600 ^{+/- 1}

AMD EPYC 7552 48-Core

57th

576

Intel Xeon Gold 5217

56th

572 ^{+/- 4}

Intel Core i7-9750H

56th

570 ^{+/- 21}

2 x AMD EPYC 7272 12-Core

54th

525 ^{+/- 3}

AMD EPYC 7452 32-Core

53rd

515 ^{+/- 47}

AMD Ryzen 9 5900X 12-Core

53rd

515 ^{+/- 8}

AMD EPYC 7532 32-Core

52nd

509

Median

50th

481

Intel Xeon Silver 4215R

49th

462 ^{+/- 13}

AMD EPYC 7F52 16-Core

49th

459 ^{+/- 3}

AMD Ryzen 9 3950X 16-Core

46th

445 ^{+/- 8}

AMD EPYC 7502 32-Core

44th

432

Intel Core i5-7600K

43rd

420

AMD EPYC 7402P 24-Core

43rd

419 ^{+/- 57}

Intel Core i7-4790K

42nd

409 ^{+/- 46}

Intel Core i7-1165G7

41st

397 ^{+/- 56}

AMD Ryzen Threadripper 2950X 16-Core

40th

396 ^{+/- 22}

2 x AMD EPYC 7252 8-Core

38th

377 ^{+/- 2}

Intel Core i5-4670

38th

375 ^{+/- 22}

AMD EPYC 7302P 16-Core

38th

373 ^{+/- 9}

AMD Ryzen 7 5800X 8-Core

36th

365 ^{+/- 26}

AMD EPYC 7352 24-Core

34th

362

AMD Ryzen 9 3900X 12-Core

33rd

352 ^{+/- 2}

AMD EPYC 7282 16-Core

31st

346

Intel Xeon E3-1260L v5

31st

344 ^{+/- 1}

AMD EPYC 7272 12-Core

27th

272

Low-Tier

25th

< 249

AMD Ryzen 7 PRO 4750G

25th

247 ^{+/- 1}

AMD EPYC 7F32 8-Core

22nd

224 ^{+/- 7}

AMD Ryzen 7 2700X Eight-Core

21st

220 ^{+/- 14}

AMD Ryzen 5 PRO 6650U

21st

212 ^{+/- 21}

AMD EPYC 7262 8-Core

20th

206

AMD EPYC 7232P 8-Core

16th

182 ^{+/- 9}

AMD Ryzen 5 3600 6-Core

15th

176 ^{+/- 6}

AMD EPYC 7252 8-Core

12th

141

Intel Core i5-5200U

10th

139 ^{+/- 2}

Intel Atom C3958

8th

123 ^{+/- 2}

Intel Core i5-2520M

5th

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.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1%.

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

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)

2022-11-28-0246 1 System - 62 Benchmark Results	Common KVM - QEMU Standard PC - Intel 440FX 82441FX PMC Debian 11 - 5.10.0-19-amd64 - 1.0.2
progo 1 System - 75 Benchmark Results	AMD Ryzen 9 5950X 16-Core - Gigabyte X570 AORUS ULTRA - AMD Starship Arch rolling - 6.0.9-AMD - KDE Plasma 5.26.3
linear0 1 System - 4 Benchmark Results	AMD Ryzen 9 5950X 16-Core - Gigabyte X570 AORUS ULTRA - AMD Starship Arch rolling - 6.0.9-AMD - KDE Plasma 5.26.3
Benchmark.md 1 System - 75 Benchmark Results	Intel Core i7-12700KF - MSI PRO Z690-A DDR4 - Intel Alder Lake-S PCH EndeavourOS rolling - 6.0.8-arch1-1 - Sway 1.7
test3 1 System - 1 Benchmark Result	Intel Celeron N4000 - ASUS E203MAH v1.0 - Intel Gemini Lake Ubuntu 18.04 - 5.4.0-124-generic - GNOME Shell 3.28.4
programmer-tests 8 Systems - 69 Benchmark Results	AMD Ryzen 7 3700X 8-Core - MSI B450 GAMING PRO CARBON AC - AMD Starship Arch rolling - 6.0.7-arch1-1 - Budgie
cputest1 6 Systems - 60 Benchmark Results	Intel Atom C3958 - Beiliande A2SDi-N4 v1.10 - Intel Atom C3000 Agent Ubuntu 20.04 - 5.11.0-43-generic - GNOME Shell 3.36.9
d4fe08dfa187dfc598de5880 1 System - 2 Benchmark Results	Intel Core i7-8565U - HP 8538 - Intel Cannon Point-LP Ubuntu 22.04 - 5.15.0-52-generic - GNOME Shell 42.4
cputest1 5 Systems - 60 Benchmark Results	Intel Atom P5362 - Supermicro A3SSV-24C-SPLN10F v1.02 - Intel Device 0998 Ubuntu 20.04 - 5.15.0-50-generic - GNOME Shell 3.36.9
arrayfire_all.out 1 System - 2 Benchmark Results	Intel Core i7-6700 - ASUS H170 PRO GAMING - Intel Xeon E3-1200 v5 Ubuntu 18.04 - 4.15.0-194-generic - GNOME Shell 3.28.4
cputest1 4 Systems - 59 Benchmark Results	Intel Atom P5362 - Supermicro A3SSV-24C-SPLN10F v1.02 - Intel Device 0998 Ubuntu 20.04 - 5.15.0-50-generic - GNOME Shell 3.36.9
cputest1 3 Systems - 59 Benchmark Results	Intel Atom P5362 - Supermicro A3SSV-24C-SPLN10F v1.02 - Intel Device 0998 Ubuntu 20.04 - 5.15.0-50-generic - GNOME Shell 3.36.9
baseline2 1 System - 75 Benchmark Results	AMD Ryzen 9 7950X 16-Core - Gigabyte B650 AORUS ELITE AX - AMD Device 14d8 Linuxmint 21 - 5.15.0-50-generic - Cinnamon 5.4.12
arrayfire.txt 1 System - 4 Benchmark Results	AMD Ryzen 5 3600 6-Core - MSI B550M PRO-VDH WIFI - AMD Starship Ubuntu 22.04 - 5.15.0-50-generic - GNOME Shell 42.4
arrayfire-test 1 System - 4 Benchmark Results	Intel Core i7-12700K - MSI PRO Z690-A WIFI DDR4 - Intel Device 7aa7 Ubuntu 20.04 - 5.15.0-46-generic - GNOME Shell 3.36.9

Sandy 3 Systems - 268 Benchmark Results	Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3
Xeon & EPYC Tests 16 Systems - 119 Benchmark Results	Intel Xeon Platinum 8259L - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1
Core i5 10600K vs. Core i5 7600K vs. Core i5 4670 3 Systems - 301 Benchmark Results	Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3
AsusK555LB-SciBench 2 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
i5 11600k 4 Systems - 179 Benchmark Results	AMD Ryzen 5 5600X 6-Core - ASRock X570 Taichi - AMD Starship Ubuntu 20.04 - 5.10.13-051013-lowlatency - GNOME Shell 3.36.4
Big Threadripper 2 Systems - 475 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1
Xeon Tests 10 Systems - 119 Benchmark Results	2 x Intel Xeon Gold 6226R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0
lenovo-l5-Ryzen5 2 Systems - 31 Benchmark Results	Intel Core i7 930 - ASUS P6X58D-E - Intel 5520 Ubuntu 20.04 - 5.8.0-45-generic - GNOME Shell 3.36.4
5900x processor suite 2 Systems - 154 Benchmark Results	2 x Intel Xeon E5-2630 v4 - Dell 0KJCC5 - Intel Xeon E7 v4 Ubuntu 18.04 - 5.4.0-42-generic - GNOME Shell 3.28.4
Intel Xeon On Ubuntu 20.10 Featured Processor Comparison	Intel Xeon Silver 4216 - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0
intel i5-11600k multicore 12 Systems - 278 Benchmark Results	Intel Core i9-12900K - ASUS ROG MAXIMUS Z690 HERO - Intel Device 7aa7 Ubuntu 20.04 - 5.11.0-40-generic - GNOME Shell 3.36.9
test-cpu-3750 3 Systems - 158 Benchmark Results	AMD Ryzen 7 1700 Eight-Core - ASRock X370 Gaming X - AMD 17h Arch rolling - 5.11.16-arch1-1 - Xfce 4.16
Core i9 10980XE Kernel Benchmarks Featured Kernel Comparison	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1
resultpc 2 Systems - 67 Benchmark Results	Intel Core i5-6600K - MSI Z170A KRAIT GAMING 3X - Intel Xeon E3-1200 v5 Ubuntu 21.04 - 5.11.0-34-generic - GNOME Shell 3.38.4
clearlinux-ryzen3g-16gb-corsair 2 Systems - 169 Benchmark Results	AMD Ryzen 3 3200G - ASRock B450M-HDV R4.0 - AMD Raven Clear Linux OS 34550 - 5.10.32-1035.native - GNOME Shell 40.0

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: BLAS CPU

Does It Scale Well With Increasing Cores?

Tested CPU Architectures

Recent Test Results

Most Popular Test Results