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, 03 Mar 2021 04:16:22 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 329 public results since 6 September 2017 with the latest data as of 12 February 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

94th

63 ^{+/- 2}

Intel Core i7-8086K

92nd

AMD Ryzen 7 2700X Eight-Core

90th

73 ^{+/- 2}

AMD Ryzen Threadripper 1950X 16-Core

90th

73 ^{+/- 8}

Intel Core i7-8565U

89th

74 ^{+/- 9}

AMD Ryzen Threadripper 2950X 16-Core

87th

76 ^{+/- 4}

Intel Core i9-7980XE

80th

81 ^{+/- 1}

AMD Ryzen Threadripper 2990WX 32-Core

78th

85 ^{+/- 9}

Mid-Tier

75th

> 86

Intel Xeon Platinum 8280

73rd

AMD EPYC 7232P 8-Core

71st

2 x AMD EPYC 7252 8-Core

67th

90 ^{+/- 1}

2 x Intel Xeon E5-2680 v2

59th

2 x AMD EPYC 7502 32-Core

56th

95 ^{+/- 1}

Intel Xeon Gold 5218

53rd

97 ^{+/- 2}

2 x AMD EPYC 7742 64-Core

52nd

98 ^{+/- 3}

Median

50th

Intel Xeon Silver 4216

44th

104 ^{+/- 13}

Intel Core i7-5600U

42nd

105 ^{+/- 1}

2 x Intel Xeon Platinum 8280

42nd

105 ^{+/- 10}

Intel Core i7-7500U

38th

109 ^{+/- 15}

AMD EPYC 7601 32-Core

37th

111 ^{+/- 1}

Intel Xeon Platinum 8253

30th

116

AMD EPYC 7551 32-Core

28th

118 ^{+/- 1}

2 x AMD EPYC 7601 32-Core

28th

119 ^{+/- 2}

Low-Tier

25th

> 120

ARMv8 rev 0 8-Core

23rd

130 ^{+/- 10}

Intel Core m3-7Y30

22nd

138 ^{+/- 2}

POWER9 44-Core

21st

146 ^{+/- 2}

Ampere eMAG ARMv8 32-Core

19th

196

ARMv8 Cortex-A73 8-Core

16th

246 ^{+/- 3}

Rockchip ARMv8 Cortex-A72 6-Core

11th

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%.

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	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
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
test03raspi4 1 System - 1 Benchmark Result	ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 4096MB Debian 10 - 5.4.51-v8+ - LXDE 0.10.0
64bit8gbpi4 2 Systems - 18 Benchmark Results	ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.4 - 8GB Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

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
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
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	Intel Core i9-10980XE - Gigabyte X299X DESIGNARE 10G - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-23-generic - GNOME Shell 3.34.1
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
Ubuntu 18.04 Linux 4.15.2 Core i9 Extreme vs. Threadripper 1950X 3 Systems - 182 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
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
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
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
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
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

OpenCV Benchmark

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OpenCV Benchmark 3.3.0

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