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 Fri, 22 Jan 2021 17:11:16 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: 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)

2 x Intel Xeon Platinum 8259L

99th

5594 ^{+/- 154}

2 x Intel Xeon Platinum 8272CL

99th

5278 ^{+/- 1212}

2 x Intel Xeon Gold 6226R

98th

3928 ^{+/- 28}

2 x Intel Xeon Platinum 8280

96th

3446 ^{+/- 31}

Intel Xeon Platinum 8280

95th

3415 ^{+/- 30}

Intel Core i9-10980XE

91st

2570 ^{+/- 32}

2 x Intel Xeon Gold 5220R

89th

2383 ^{+/- 15}

Intel Xeon Gold 6226R

87th

2073 ^{+/- 87}

2 x Intel Xeon Silver 4216

85th

1499 ^{+/- 2}

Intel Xeon Gold 5220R

83rd

1205 ^{+/- 6}

AMD Ryzen Threadripper 3990X 64-Core

82nd

1133 ^{+/- 12}

2 x AMD EPYC 7742 64-Core

81st

1010 ^{+/- 71}

Intel Xeon Gold 5218

79th

990 ^{+/- 15}

Mid-Tier

75th

< 883

AMD EPYC 7642 48-Core

73rd

798 ^{+/- 4}

AMD EPYC 7702 64-Core

73rd

797 ^{+/- 59}

2 x Intel Xeon E5-2680 v2

71st

792 ^{+/- 3}

Intel Xeon Silver 4216

68th

755 ^{+/- 13}

AMD Ryzen Threadripper 3970X 32-Core

67th

742 ^{+/- 175}

AMD EPYC 7662 64-Core

66th

734 ^{+/- 97}

Intel Core i5-10600K

66th

720 ^{+/- 28}

2 x AMD EPYC 7302 16-Core

62nd

660 ^{+/- 65}

AMD EPYC 7542 32-Core

62nd

654

AMD Ryzen Threadripper 3960X 24-Core

60th

645 ^{+/- 39}

Intel Xeon Silver 4214R

60th

640 ^{+/- 25}

2 x AMD EPYC 7352 24-Core

57th

627 ^{+/- 150}

2 x AMD EPYC 7532 32-Core

56th

623 ^{+/- 10}

AMD EPYC 7502P 32-Core

56th

613 ^{+/- 12}

AMD EPYC 7F72 24-Core

54th

600 ^{+/- 1}

Median

50th

576

AMD EPYC 7552 48-Core

50th

576

Intel Xeon Gold 5217

49th

572 ^{+/- 4}

2 x AMD EPYC 7272 12-Core

48th

525 ^{+/- 3}

AMD EPYC 7452 32-Core

47th

515 ^{+/- 47}

AMD EPYC 7532 32-Core

45th

509

Intel Xeon Silver 4215R

42nd

462 ^{+/- 13}

AMD EPYC 7F52 16-Core

42nd

459 ^{+/- 3}

AMD Ryzen 9 3950X 16-Core

36th

445 ^{+/- 8}

AMD EPYC 7502 32-Core

35th

432

Intel Core i5-7600K

33rd

420

AMD EPYC 7402P 24-Core

33rd

419 ^{+/- 57}

Intel Core i7-4790K

32nd

409 ^{+/- 46}

2 x AMD EPYC 7252 8-Core

29th

377 ^{+/- 2}

AMD EPYC 7302P 16-Core

28th

373 ^{+/- 9}

Low-Tier

25th

< 362

AMD EPYC 7352 24-Core

25th

362

AMD Ryzen 9 3900X 12-Core

23rd

352 ^{+/- 2}

AMD EPYC 7282 16-Core

20th

346

Intel Xeon E3-1260L v5

20th

344 ^{+/- 1}

AMD Ryzen 7 3700X 8-Core

19th

340

Intel Core i7-1065G7

19th

334 ^{+/- 53}

AMD EPYC 7272 12-Core

18th

272

Intel Core i5-2500K

16th

235 ^{+/- 45}

AMD EPYC 7F32 8-Core

15th

224 ^{+/- 7}

AMD EPYC 7262 8-Core

13th

206

AMD EPYC 7232P 8-Core

10th

182 ^{+/- 9}

AMD EPYC 7252 8-Core

7th

141

Intel Core i5-2520M

4th

Intel Core i7-3517U

3rd

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 1.1%.

xps13-hpc-baseline-x11-20210121-1 1 System - 94 Benchmark Results	Intel Core i7-1165G7 - Dell 08607K - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1042-oem - GNOME Shell 3.36.4
os bench 2 Systems - 17 Benchmark Results	2 x Intel Celeron J3455 - Intel 440BX - Intel 440BX Ubuntu 18.04 - 4.15.0-130-generic - GCC 7.5.0
os bench 1 System - 17 Benchmark Results	2 x Intel Celeron J3455 - Intel 440BX - Intel 440BX Debian 10 - 5.4.78-2-pve - GCC 8.3.0
os bench 1 System - 24 Benchmark Results	2 x Intel Celeron J3455 - Intel 440BX - Intel 440BX Ubuntu 18.04 - 5.4.0-54-generic - GCC 7.5.0
bedo 2 Systems - 224 Benchmark Results	Intel Core i5-2500K - Gigabyte P67-DS3-B3 - Intel 2nd Generation Core DRAM Debian 10 - 5.9.0-4-amd64 - GCC 8.3.0
intel-W-3175X 1 System - 25 Benchmark Results	Intel Xeon W-3175X - ASUS ROG DOMINUS EXTREME - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 4.15.0-123-generic - GNOME Shell 3.28.4
intel-W-3175X 1 System - 24 Benchmark Results	Intel Xeon W-3175X - ASUS ROG DOMINUS EXTREME - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 4.15.0-123-generic - GNOME Shell 3.28.4
intel-W-3175X 1 System - 22 Benchmark Results	Intel Xeon W-3175X - ASUS ROG DOMINUS EXTREME - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 4.15.0-123-generic - GNOME Shell 3.28.4
2020-12-24-1926 1 System - 2 Benchmark Results	2 x Intel Xeon E5-2680 v2 - Supermicro X9DRW v0123456789 - Intel Xeon E7 v2 Peppermint 10 - 5.0.0-37-generic - LXDE
bedo 2 Systems - 111 Benchmark Results	Intel Core i5-2500K - Gigabyte P67-DS3-B3 - Intel 2nd Generation Core DRAM Debian 10 - 5.9.0-4-amd64 - GCC 8.3.0
bedo 2 Systems - 108 Benchmark Results	Intel Core i5-2500K - Gigabyte P67-DS3-B3 - Intel 2nd Generation Core DRAM Debian 10 - 5.9.0-4-amd64 - GCC 8.3.0
arrayfire-run-1 1 System - 4 Benchmark Results	AMD Ryzen Threadripper 3960X 24-Core - ASUS ROG ZENITH II EXTREME ALPHA - AMD Starship Ubuntu 20.10 - 5.8.0-29-generic - GNOME Shell 3.38.1

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
Big Threadripper 2 Systems - 475 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 19.10 - 5.3.0-18-generic - GNOME Shell 3.34.1
Xeon & EPYC Tests 18 Systems - 119 Benchmark Results	2 x 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
Intel Xeon On Ubuntu 20.10 Featured Processor Comparison	Intel Xeon Gold 5218 - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0
AMD Ryzen 9 3900X 6 Systems - 733 Benchmark Results	AMD Ryzen 5 3600X 6-Core - MSI X470 GAMING M7 AC - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2
Core i7 4790K Haswell Intel Linux 3 Systems - 197 Benchmark Results	Intel Core i7-4790K - Gigabyte Z97-HD3P - Intel 4th Gen Core DRAM Ubuntu 19.10 - 5.9.0-050900rc8daily20201009-generic - GNOME Shell 3.34.1
Core i5 10600K vs. Core i5 7600K vs. Core i5 4670 3 Systems - 301 Benchmark Results	Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3
os bench 2 Systems - 17 Benchmark Results	2 x Intel Celeron J3455 - Intel 440BX - Intel 440BX Ubuntu 18.04 - 4.15.0-130-generic - GCC 7.5.0
Xeon E3-1260L v5 Skylake linux Server 3 Systems - 208 Benchmark Results	Intel Xeon E3-1260L v5 - ASRock E3V5 WS - Intel Xeon E3-1200 v5 Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0
Xeon Tests 10 Systems - 119 Benchmark Results	Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0
Xeon & EPYC Tests 10 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

ArrayFire

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ArrayFire 3.7

Test: BLAS CPU

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