OpenCV Benchmark Benchmark - OpenBenchmarking.org

Stress benchmark tests to measure time consumed by the OpenCV libraries installed

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark opencv-bench.

* 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 2 August 2021.

Revision History

pts/opencv-bench-1.0.0 [View Source] Wed, 06 Sep 2017 16:43:09 GMT
Initial commit of opencv-bench

Performance Metrics

OpenCV Benchmark 3.3.0

OpenBenchmarking.org metrics for this test profile configuration based on 364 public results since 6 September 2017 with the latest data as of 15 July 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

# Compatible Public Results

Seconds (Average)

Intel Core i9-9900K

96th

AMD Ryzen 9 3900X 12-Core

95th

63 ^{+/- 2}

AMD Ryzen Threadripper PRO 3955WX 16-Cores

92nd

67 ^{+/- 1}

Intel Core i7-8086K

91st

AMD Ryzen 7 2700X Eight-Core

87th

73 ^{+/- 2}

AMD Ryzen Threadripper 1950X 16-Core

87th

73 ^{+/- 8}

Intel Core i7-8565U

86th

74 ^{+/- 9}

AMD Ryzen Threadripper 2950X 16-Core

83rd

76 ^{+/- 4}

Intel Core i9-7980XE

77th

81 ^{+/- 1}

Mid-Tier

75th

> 83

AMD Ryzen Threadripper 2990WX 32-Core

74th

85 ^{+/- 9}

Intel Xeon Platinum 8280

69th

AMD EPYC 7232P 8-Core

66th

2 x AMD EPYC 7252 8-Core

63rd

90 ^{+/- 1}

2 x Intel Xeon E5-2680 v2

54th

2 x AMD EPYC 7502 32-Core

52nd

95 ^{+/- 1}

Median

50th

Intel Xeon Gold 5218

49th

97 ^{+/- 2}

2 x AMD EPYC 7742 64-Core

48th

98 ^{+/- 3}

2 x Intel Xeon Platinum 8280

42nd

102 ^{+/- 12}

Intel Xeon Silver 4216

41st

104 ^{+/- 13}

Intel Core i7-5600U

39th

105 ^{+/- 1}

Intel Core i7-7500U

35th

109 ^{+/- 15}

AMD EPYC 7601 32-Core

34th

111 ^{+/- 1}

Intel Xeon Platinum 8253

28th

116

AMD EPYC 7551 32-Core

26th

118 ^{+/- 1}

2 x AMD EPYC 7601 32-Core

26th

119 ^{+/- 2}

Low-Tier

25th

> 119

ARMv8 rev 0 8-Core

21st

130 ^{+/- 10}

Intel Core m3-7Y30

20th

138 ^{+/- 2}

POWER9 44-Core

19th

146 ^{+/- 2}

Ampere eMAG ARMv8 32-Core

18th

196

ARMv8 Cortex-A73 8-Core

15th

246 ^{+/- 3}

Rockchip ARMv8 Cortex-A72 6-Core

10th

378 ^{+/- 20}

ARMv8 Cortex-A53 4-Core

7th

520 ^{+/- 63}

Rockchip ARMv8 Cortex-A53 4-Core

6th

522 ^{+/- 1}

Based on OpenBenchmarking.org data, the selected test / test configuration (OpenCV Benchmark 3.3.0) has an average run-time of 9 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 0.5%.

hp-dl380p-gen8-2x2690v1-256gb-10600r 3 Systems - 173 Benchmark Results	2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5 Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8
hp-dl380p-gen8-2x2690v1-256gb-10600r 2 Systems - 173 Benchmark Results	2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5 Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8
hp-dl380p-gen8-2x2690v1-256gb-10600r 1 System - 173 Benchmark Results	2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5 Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8
HP DL380p Gen8 2x2690v1 256GB Ram 1 System - 87 Benchmark Results	2 x Intel Xeon E5-2690 0 - HP ProLiant DL380p Gen8 - Intel Xeon E5 Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8
testing-server-memory 1 System - 99 Benchmark Results	Intel Xeon E5-2697 v3 - ASUS SABERTOOTH X99 - Intel Xeon E7 v3 Slackware 14.2 x86_64 - 5.13.0 - KDE Plasma 5.22.2
testing-server-memory 1 System - 99 Benchmark Results	Intel Xeon E5-2697 v3 - ASUS SABERTOOTH X99 - Intel Xeon E7 v3 Slackware 14.2 x86_64 - 5.13.0 - KDE Plasma 5.22.2
opencv-i7-2 1 System - 1 Benchmark Result	Intel Core i7-8700K - ASUS PRIME Z370-A - Intel 8th Gen Core Debian 10 - 4.19.0-14-amd64 - GNOME Shell 3.30.2
opencv-i7_1 1 System - 1 Benchmark Result	Intel Core i7-8700K - ASUS PRIME Z370-A - Intel 8th Gen Core Debian 10 - 4.19.0-14-amd64 - GNOME Shell 3.30.2
testOpenCV3 1 System - 1 Benchmark Result	AMD Ryzen Threadripper PRO 3955WX 16-Cores - LENOVO 1046 - AMD Starship Debian 10 - 4.19.0-16-amd64 - GNOME Shell 3.30.2
testOpenCV2 1 System - 1 Benchmark Result	AMD Ryzen Threadripper PRO 3955WX 16-Cores - LENOVO 1046 - AMD Starship Debian 10 - 4.19.0-16-amd64 - GNOME Shell 3.30.2
testOpenCV 1 System - 1 Benchmark Result	AMD Ryzen Threadripper PRO 3955WX 16-Cores - LENOVO 1046 - AMD Starship Debian 10 - 4.19.0-16-amd64 - GNOME Shell 3.30.2
single_thread1.txt 1 System - 121 Benchmark Results	Intel Xeon X3370 - Supermicro X7SB4/E - Intel 3200 Ubuntu 20.04 - 5.4.0-71-generic - GCC 9.3.0

MickMake NanoPC-T4 20180921 (default heatsink) 1 System - 1004 Benchmark Results	SiFive RISC-V - FriendlyElec NanoPC-T4 - Rockchip RK3399 Ubuntu 18.04 - 4.4.138 - LXDE 0.9.3
Ubuntu 18.04 Linux 4.15.2 Core i9 Extreme vs. Threadripper 1950X 2 Systems - 178 Benchmark Results	AMD Ryzen Threadripper 1950X 16-Core - Gigabyte X399 AORUS Gaming 7 - AMD Family 17h Ubuntu 18.04 - 4.15.2-041502-generic - GNOME Shell 3.26.2
AMD Threadripper 3960X vs. Intel Core i9 10980XE Featured Processor Comparison	AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship Ubuntu 19.10 - 5.3.0-23-generic - GNOME Shell 3.34.1
Ubuntu 18.04 Linux 4.15.2 Core i9 Extreme vs. Threadripper 1950X 3 Systems - 182 Benchmark Results	AMD Ryzen Threadripper 1950X 16-Core - ASUS ROG STRIX X399-E GAMING - AMD Device 1450 Ubuntu 17.10 - 4.13.0-32-generic - KDE Frameworks 5
i7-7700k-msi-z270 1 System - 748 Benchmark Results	Intel Core i7-7700K - MSI Z270 GAMING M7 - Intel Intel Kaby Lake + Z270 Ubuntu 18.04 - 4.15.0-23-generic - GNOME Shell 3.28.1
Dell XPS 9380 Ubuntu 18.04 Linux Laptop 2 Systems - 67 Benchmark Results	Intel Core i7-8565U - Dell 0KTW76 - Intel Device 9def Ubuntu 18.10 - 4.18.0-13-generic - GNOME Shell 3.30.1
Ubuntu18.04-BM-2400-Evo960 1 System - 211 Benchmark Results	AMD Ryzen Threadripper 1950X 16-Core - ASRock X399 Taichi - AMD Family 17h Ubuntu 18.04 - 4.15.0-23-generic - GNOME Shell 3.28.1
Ubuntu 18.04 Linux 4.15.2 Core i9 Extreme Edition 1 System - 173 Benchmark Results	Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 4.15.2-041502-generic - GNOME Shell 3.26.2
Mint19-BM-2400-Evo960 1 System - 191 Benchmark Results	AMD Ryzen Threadripper 1950X 16-Core - ASRock X399 Taichi - AMD Family 17h LinuxMint 19 - 4.15.0-20-generic - Cinnamon 3.8.6
First run of finalized tests 1 System - 166 Benchmark Results	AMD Ryzen Threadripper 1950X 16-Core - ASRock X399 Taichi - AMD Family 17h Ubuntu 18.04 - 4.15.0-23-generic - GNOME Shell 3.28.1
Linux Kernel Tuning -March= Patch Benchmarks 8 Systems - 79 Benchmark Results	AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD Family 17h Ubuntu 18.10 - 5.0.0-rc7-znver1 - GNOME Shell 3.30.1
Threadripper 2 Memory Benchmarks 6 Systems - 34 Benchmark Results	AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD Family 17h Ubuntu 18.04 - 4.19.0-041900-generic - GNOME Shell 3.28.3

OpenCV Benchmark

Test Created

Test Maintainer

Test Type

Average Install Time

Average Run Time

Test Dependencies

Accolades

Supported Platforms

Revision History

Suites Using This Test

Performance Metrics

OpenCV Benchmark 3.3.0

Recent Test Results

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