RealSR-NCNN
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.
Project Site
github.comTest Created
24 September 2020Test Maintainer
Michael LarabelTest Type
GraphicsAverage Install Time
3 SecondsAverage Run Time
7 Minutes, 9 SecondsTest Dependencies
VulkanAccolades
5k+ DownloadsSupported Platforms
Supported Architectures
** 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.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 21 November 2023.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:RealSR-NCNN 20200818
Scale: 4x - TAA: No
OpenBenchmarking.org metrics for this test profile configuration based on 1,073 public results since 24 September 2020 with the latest data as of 13 November 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 Usage
Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.
Found on Intel processors since Sandy Bridge (2011).
Found on AMD processors since Bulldozer (2011).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Excavator (2016).
Found on Intel processors since Haswell (2013).
Found on AMD processors since Bulldozer (2011).
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.
Tested CPU Architectures
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.
Recent Test Results
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4 Systems - 71 Benchmark Results |
Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0 |
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Featured Disk Comparison |
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3 Systems - 61 Benchmark Results |
Intel Core i7-3930K - Gigabyte X79-UP4 - 4 x 4096 MB 1600MHz Corsair CML16GX3M4A16 Microsoft Windows 10 Home Build 19045 - 10.0.19045.3570 - 531.41 |
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2 Systems - 61 Benchmark Results |
Intel Core i7-3930K - Gigabyte X79-UP4 - 4 x 4096 MB 1600MHz Corsair CML16GX3M4A16 Microsoft Windows 10 Home Build 19045 - 10.0.19045.3570 - 531.41 |
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1 System - 61 Benchmark Results |
Intel Core i7-3930K - Gigabyte X79-UP4 - 4 x 4096 MB 1600MHz Corsair CML16GX3M4A16 Microsoft Windows 10 Home Build 19045 - 10.0.19045.3570 - 531.41 |
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1 System - 94 Benchmark Results |
Intel Core i9-13900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.6.0-060600rc5-generic - GNOME Shell 45.0 |
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1 System - 168 Benchmark Results |
2 x AMD EPYC 9354 32-Core - Supermicro H13DSG-O-CPU v1.10 - AMD Device 14a4 Ubuntu 22.04 - 6.2.0-34-generic - GNOME Shell 42.9 |
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1 System - 1 Benchmark Result |
AMD Ryzen 7 5800X3D 8-Core - MSI MAG B550 TOMAHAWK - 2 x 16384 MB 3600MHz Unknown Microsoft Windows 11 Pro Build 22621 - 10.0.22621.2283 - 31.0.22011.4008 |
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1 System - 24 Benchmark Results |
Intel Core i5-13600KF - MSI PRO Z790-A WIFI - 2 x 24576 MB 7200MHz Corsair CMH48GX5M2B7200C36 Microsoft Windows 11 Professionnel Build 22621 - 10.0.22621.2283 - 537.42 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
Most Popular Test Results
Compare
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9 Systems - 5 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 |
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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 |
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3 Systems - 174 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 33 - 5.8.11-300.fc33.x86_64 - GNOME Shell 3.38.0 |
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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 |
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Featured Kernel Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.2-051002-generic - GNOME Shell 3.38.1 |
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4 Systems - 110 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Clear Linux OS 34130 - 5.9.16-1009.native - GNOME Shell 3.38.2 |
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4 Systems - 513 Benchmark Results |
Intel Core i7-9700TE - C OZE GM-1000 v0.0.01.001 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-25-generic - GNOME Shell 3.38.1 |
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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 |
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2 Systems - 297 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.10 - 5.8.0-7625-generic - GNOME Shell 3.38.1 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |