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.

* 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 Wed, 12 May 2021 03:51:06 GMT.

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 355 public results since 6 September 2017 with the latest data as of 2 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

Seconds (Average)

Intel Core i9-9900K

96th

AMD Ryzen 9 3900X 12-Core

95th

63 ^{+/- 2}

Intel Core i7-8086K

91st

AMD Ryzen 7 2700X Eight-Core

88th

73 ^{+/- 2}

AMD Ryzen Threadripper 1950X 16-Core

88th

73 ^{+/- 8}

Intel Core i7-8565U

87th

74 ^{+/- 9}

AMD Ryzen Threadripper 2950X 16-Core

84th

76 ^{+/- 4}

Intel Core i9-7980XE

78th

81 ^{+/- 1}

Mid-Tier

75th

> 84

AMD Ryzen Threadripper 2990WX 32-Core

75th

85 ^{+/- 9}

Intel Xeon Platinum 8280

70th

AMD EPYC 7232P 8-Core

67th

2 x AMD EPYC 7252 8-Core

63rd

90 ^{+/- 1}

2 x Intel Xeon E5-2680 v2

55th

2 x AMD EPYC 7502 32-Core

53rd

95 ^{+/- 1}

Median

50th

Intel Xeon Gold 5218

50th

97 ^{+/- 2}

2 x AMD EPYC 7742 64-Core

49th

98 ^{+/- 3}

2 x Intel Xeon Platinum 8280

43rd

102 ^{+/- 12}

Intel Xeon Silver 4216

41st

104 ^{+/- 13}

Intel Core i7-5600U

40th

105 ^{+/- 1}

Intel Core i7-7500U

36th

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%.

6600-cpu 1 System - 96 Benchmark Results	Intel Core i5-6600 - ASUS Z170-A - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.4.0-70-generic - X Server 1.20.9
Ubuntu, Clear Linux 2019 vs. 2021 - Intel Xeon Cascade Lake 4 Systems - 23 Benchmark Results	2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 21.04 - 5.11.0-11-generic - GNOME Shell 3.38.3
AllTheCPUs 1 System - 111 Benchmark Results	2 x Intel Xeon E5-2678 v3 - HUANANZHI X99-T8D - Intel Xeon E7 v3 Debian 10 - 4.19.0-13-amd64 - GCC 8.3.0
Full-cpu 1 System - 84 Benchmark Results	2 x Intel Xeon E5-2667 v2 - Intel S2600CP - Intel Xeon E7 v2 Debian 10 - 4.19.0-14-amd64 - GCC 8.3.0
g4opencv 1 System - 1 Benchmark Result	Intel Xeon Platinum 8259CL - Amazon EC2 g4dn.2xlarge - Intel 440FX 82441FX PMC Ubuntu 18.04 - 5.4.0-1037-aws - GCC 7.5.0
rb5_opencv 1 System - 1 Benchmark Result	ARMv8 Cortex-A77 - Qualcomm KONA qrb5165 IOT RB5 - 8GB Ubuntu 18.04 - 4.19.125 - GCC 7.5.0 + LLVM 6.0.0
2020-12-26-0036 1 System - 1 Benchmark Result	2 x Intel Xeon E5-2680 v2 - Supermicro X9DRW v0123456789 - Intel Xeon E7 v2 Peppermint 10 - 5.0.0-37-generic - LXDE
trial.resuts 1 System - 115 Benchmark Results	Intel Xeon W-2145 - GIGABYTE MW51-HP0-00 - Intel Sky Lake-E DMI3 Registers Red Hat Enterprise Linux 7.8 - 3.10.0-1127.19.1.el7.x86_64 - X Server 1.20.4
590xx complessive 12 Systems - 383 Benchmark Results	AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4
5900x processor suite 2 Systems - 154 Benchmark Results	AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4
5900x processor suite 1 System - 154 Benchmark Results	AMD Ryzen 9 5900X 12-Core - Gigabyte B550I AORUS PRO AX - AMD Starship Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4
Ryzen 9 5950X ST 2 Systems - 107 Benchmark Results	AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4

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
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
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
Dell XPS 9380 Ubuntu 18.04 Linux Laptop 2 Systems - 67 Benchmark Results	Intel Core i7-8565U - Dell 0KTW76 - Intel Device 9def Ubuntu 18.04 - 4.15.0-1030-oem - GNOME Shell 3.28.3
Ubuntu 18.04 Linux 4.15.2 Core i9 Extreme vs. Threadripper 1950X 3 Systems - 182 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
Threadripper 2 Memory Benchmarks 6 Systems - 34 Benchmark Results	AMD Ryzen Threadripper 2990WX 32-Core - Gigabyte X399 AORUS XTREME-CF - AMD Family 17h Fedora 28 - 4.17.19-200.trlocal.fc28.x86_64 - GNOME Shell 3.28.3
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
Threadripper 2 Memory Benchmarks 5 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
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
Linux Kernel Tuning -March= Patch Benchmarks 8 Systems - 79 Benchmark Results	Intel Core i7-8086K - ASUS PRIME Z370-A - Intel 8th Gen Core Ubuntu 18.10 - 5.0.0-rc7-skylake - GNOME Shell 3.30.1
ddr2933shakedown Featured Disk Comparison	AMD Ryzen Threadripper 2950X 16-Core - ASUS PRIME X399-A - AMD Family 17h Debian testing - 4.18.0-3-amd64 - X Server 1.20.3
AMD EPYC 7601 Linux Benchmarks, Intel Xeon Gold, Xeon Platinum 4 Systems - 181 Benchmark Results	2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 19.04 - 5.2.0-050200rc7-generic - GNOME Shell 3.32.1

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

Most Popular Test Results