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 1,059 public results since 24 September 2020 with the latest data as of 22 September 2023.
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 3 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%.
Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.
This test profile binary relies on the shared libraries libc.so.6, libvulkan.so.1, libgomp.so.1, libpthread.so.0, libm.so.6, libmvec.so.1.
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
1 System - 2 Benchmark Results |
Intel Core i5-4210U - Acer ZORO_BH - Intel Haswell-ULT DRAM Ubuntu 20.04 - 5.15.0-83-generic - Xfce 4.14 |
1 System - 2 Benchmark Results |
Intel Core i5-4210U - Acer ZORO_BH - Intel Haswell-ULT DRAM Ubuntu 20.04 - 5.15.0-83-generic - Xfce 4.14 |
1 System - 2 Benchmark Results |
Intel Core i5-4210U - Acer ZORO_BH - Intel Haswell-ULT DRAM Ubuntu 20.04 - 5.15.0-83-generic - Xfce 4.14 |
1 System - 2 Benchmark Results |
Intel Core i5-4210U - Acer ZORO_BH - Intel Haswell-ULT DRAM Ubuntu 20.04 - 5.15.0-83-generic - Xfce 4.14 |
1 System - 2 Benchmark Results |
Intel Core i5-4210U - Acer ZORO_BH - Intel Haswell-ULT DRAM Ubuntu 20.04 - 5.15.0-83-generic - Xfce 4.14 |
1 System - 2 Benchmark Results |
Intel Core i5-4210U - Acer ZORO_BH - Intel Haswell-ULT DRAM Ubuntu 20.04 - 5.15.0-83-generic - Xfce 4.14 |
1 System - 46 Benchmark Results |
Intel Xeon W-3235 - Blade ShadowM - 2 x 16384 MB 2400MHz Blade CXT4A4J78HUIEG-T8G Microsoft Windows 10 Famille Build 19045 - 10.0.19045.3208 - 536.40 |
1 System - 5 Benchmark Results |
AMD Ryzen 5 5600G - Gigabyte B450M DS3H-CF - AMD Renoir Root Complex Ubuntu 20.04.6 LTS - 5.15.0-75-generic - Xfce 4.14 |
1 System - 39 Benchmark Results |
Intel Core i7-12700K - Gigabyte Z690 AERO G - 4 x 16384 MB 4533MHz Corsair CMK32GX5M2A4800C40 Microsoft Windows 11 Pro Build 22621 - 10.0.22621.1992 - 531.79 |
1 System - 125 Benchmark Results |
AMD Ryzen 7 7800X3D 8-Core - ASUS ROG STRIX X670E-I GAMING WIFI - AMD Device 14d8 Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.9 |
Featured Graphics Comparison |
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Featured Graphics Comparison |
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1 System - 124 Benchmark Results |
AMD Ryzen 7 7800X3D 8-Core - ASUS ROG STRIX X670E-I GAMING WIFI - AMD Device 14d8 Ubuntu 22.04 - 5.19.0-46-generic - GNOME Shell 42.5 |
Featured Graphics Comparison |
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1 System - 33 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - ASUS PRIME B450M-A - AMD Starship Linuxmint 21.1 - 5.15.0-73-generic - MATE 1.26.0 |
9 Systems - 5 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.11.0-051100rc5daily20210129-generic - GNOME Shell 3.38.2 |
Featured Kernel Comparison |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.11.0-051100-generic - GNOME Shell 3.38.2 |
3 Systems - 174 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 32 - 5.8.11-200.fc32.x86_64 - GNOME Shell 3.36.6 |
2 Systems - 151 Benchmark Results |
Intel Xeon E-2278GEL - Logic Supply RXM-181 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2 |
Featured Kernel Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.0-051000daily20201222-generic - GNOME Shell 3.38.1 |
4 Systems - 110 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP ManjaroLinux 20.2 - 5.9.11-3-MANJARO - Xfce 4.14 |
4 Systems - 513 Benchmark Results |
Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
2 Systems - 297 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.04 - 5.4.0-7642-generic - GNOME Shell 3.36.4 |
2 Systems - 403 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.10 - 5.8.0-22-generic - GNOME Shell 3.38.0 |
4 Systems - 36 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.8.0-29-generic - GNOME Shell 3.38.1 |
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 |
Featured Graphics Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.7 |
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 |
12 Systems - 59 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2 |
Featured Graphics Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.13.0-14-generic - GNOME Shell 40.2 |