RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark realsr-ncnn.
OpenBenchmarking.org metrics for this test profile configuration based on 835 public results since 24 September 2020 with the latest data as of 20 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.
Based on OpenBenchmarking.org data, the selected test / test configuration (RealSR-NCNN 20200818 - Scale: 4x - TAA: No) has an average run-time of 4 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 0.9%.
1 System - 23 Benchmark Results |
Intel Core i9-9900KS - Gigabyte Z390 DESIGNARE-CF - Intel Cannon Lake PCH Linuxmint 20.1 - 5.9.16-mint1 - Cinnamon 4.8.6 |
1 System - 27 Benchmark Results |
AMD Ryzen 5 3400G - ASUS Pro WS X570-ACE - AMD Raven Gentoo 2.7 - 5.10.7-gentoo - Xfce 4.14 |
1 System - 20 Benchmark Results |
AMD Ryzen 5 3600 6-Core - MSI B450 TOMAHAWK - AMD Starship ManjaroLinux 20.2.1 - 5.10.2-2-MANJARO - Xfce 4.14 |
3 Systems - 191 Benchmark Results |
AMD Ryzen 3 2200G - ASUS PRIME B350M-E - AMD Raven Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
4 Systems - 91 Benchmark Results |
AMD Ryzen 5 5600X 6-Core - ASUS TUF GAMING B550M-PLUS - AMD Starship Ubuntu 20.10 - 5.10.4-051004-generic - GNOME Shell 3.38.1 |
3 Systems - 253 Benchmark Results |
Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH Ubuntu 20.04 - 5.6.0-1034-oem - GNOME Shell 3.36.4 |
3 Systems - 74 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship OpenMandrivaLinux 4.2 - 5.10.3-desktop-2omv4002 - KDE Plasma 5.20.4 |
2 Systems - 71 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship OpenMandrivaLinux 4.2 - 5.10.3-desktop-2omv4002 - KDE Plasma 5.20.4 |
2 Systems - 72 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship OpenMandrivaLinux 4.2 - 5.10.3-desktop-2omv4002 - KDE Plasma 5.20.4 |
1 System - 2 Benchmark Results |
Intel Core i9-9900K - ASUS PRIME Z390-P - 4 x 8192 MB 2133MHz Corsair CMW32GX4M4C3200C16 Microsoft Windows 10 Home Build 18363 - 10.0 - 460.89 |
Featured Kernel Comparison |
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1 System - 4 Benchmark Results |
Intel Core i7-4790K - ASUS MAXIMUS VII RANGER - 2 x 8192 MB 1867MHz Microsoft Windows 10 Professionnel Build 19042 - 10.0 - 20.19.15.4624 |
3 Systems - 174 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 32 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1 |
2 Systems - 403 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
3 Systems - 406 Benchmark Results |
AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
3 Systems - 131 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.14-050814-generic - 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 - 5.4.0-28-generic - GNOME Shell 3.36.1 |
3 Systems - 100 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4 |
Featured Kernel Comparison |
AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h Ubuntu 20.04 - 5.9.0-050900rc6daily20200926-generic - GNOME Shell 3.36.4 |
4 Systems - 99 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
3 Systems - 191 Benchmark Results |
AMD Ryzen 3 2200G - ASUS PRIME B350M-E - AMD Raven Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
3 Systems - 75 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.3 |
3 Systems - 50 Benchmark Results |
Intel Core i7-8565U - Dell 0KTW76 - Intel Cannon Point-LP Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
3 Systems - 138 Benchmark Results |
Intel Xeon E3-1245 v5 - MSI C236A WORKSTATION - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4 |