This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark opencv.
OpenBenchmarking.org metrics for this test profile configuration based on 170 public results since 22 September 2020 with the latest data as of 4 March 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.
Based on OpenBenchmarking.org data, the selected test / test configuration (OpenCV 4.4 - Test: DNN - Deep Neural Network) 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 9%.
No, based on the automated analysis of the collected public benchmark data, this test / test settings does not 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.
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 |
4 Systems - 23 Benchmark Results |
2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Clear Linux OS 28660 - 5.0.6-726.native - GNOME Shell 3.32.0 |
1 System - 2 Benchmark Results |
Intel Xeon E-2286M - Intel NUC9VXQNB - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-40-generic - Cinnamon 4.6.7 |
1 System - 3 Benchmark Results |
Intel Core i7-6820HQ - Dell 0M91XC - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
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 |
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 |
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 |
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 |
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 |
4 Systems - 210 Benchmark Results |
POWER9 - PowerNV T2P9D01 REV 1.01 - 64GB Ubuntu 20.10 - 5.9.10-050910-generic - X Server |
2 Systems - 85 Benchmark Results |
Intel Core i5-1135G7 - Dell 0THX8P - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1036-oem - GNOME Shell 3.36.4 |
1 System - 83 Benchmark Results |
Intel Core i5-1135G7 - Dell 0THX8P - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1036-oem - GNOME Shell 3.36.4 |
3 Systems - 202 Benchmark Results |
Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4 |
3 Systems - 114 Benchmark Results |
AMD Ryzen 7 1800X Eight-Core - MSI X370 XPOWER GAMING TITANIUM - AMD 17h Ubuntu 20.10 - 5.8.0-21-generic - GNOME Shell 3.38.0 |
3 Systems - 119 Benchmark Results |
Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4 |
Featured Kernel Comparison |
Intel Core i5-9400F - MSI B360M GAMING PLUS - Intel Cannon Lake PCH Ubuntu 20.04 - 5.9.0-050900rc2-generic - GNOME Shell 3.36.0 |
3 Systems - 111 Benchmark Results |
2 x AMD EPYC 7742 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 20.10 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
2 Systems - 85 Benchmark Results |
Intel Core i7-10510U - LENOVO 20U9CTO1WW - Intel Comet Lake PCH-LP Fedora 33 - 5.9.16-200.fc33.x86_64 - KDE Plasma 5.20.4 |
3 Systems - 26 Benchmark Results |
2 x Intel Xeon Gold 5220R - TYAN S7106 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.9.0-050900rc6-generic - GNOME Shell 3.36.4 |
3 Systems - 53 Benchmark Results |
AMD Ryzen 9 3900X 12-Core - ASUS TUF GAMING X570-PLUS - AMD Starship Ubuntu 20.04 - 5.9.0-050900rc6daily20200922-generic - GNOME Shell 3.36.4 |
3 Systems - 15 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4 |
3 Systems - 20 Benchmark Results |
Intel Core i7-8565U - Dell 0KTW76 - Intel Cannon Point-LP Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4 |
3 Systems - 60 Benchmark Results |
Intel Core i7-6800K - MSI X99A WORKSTATION - Intel Xeon E7 v4 Debian 10 - 4.19.0-10-amd64 - GNOME Shell 3.30.2 |
1 System - 83 Benchmark Results |
Intel Core i5-1135G7 - Dell 0THX8P - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1036-oem - GNOME Shell 3.36.4 |