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 1,004 public results since 24 September 2020 with the latest data as of 5 August 2024.
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 0.6%.
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 - 116 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - ASUS TUF GAMING X570-PLUS - AMD Starship RockyLinux 9.4 - 6.1.102-1.el9.elrepo.x86_64 - KDE Plasma 5.27.11 |
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2 Systems - 130 Benchmark Results |
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1 System - 1 Benchmark Result
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Intel Core i7-4790K - ASUS SABERTOOTH Z97 MARK 2 - Intel 4th Gen Core DRAM Ubuntu 22.04 - 6.5.0-35-generic - GNOME Shell 42.9
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2 Systems - 20 Benchmark Results
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AMD PRO A10-9700E R7 10 COMPUTE CORES 4C+6G - LENOVO 30FD - 2 x 16384 MB 2400MHz Microsoft Windows 10 Pro Build 19045 - 10.0.19045.4412 - 27.20.1034.6
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1 System - 63 Benchmark Results
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1 System - 20 Benchmark Results
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AMD PRO A6-8570E R5 6 COMPUTE CORES 2C+4G - LENOVO 30FD - 1 x 4096 MB 2400MHz Samsung M471A5244CB0-CRC Microsoft Windows 10 Pro Build 19045 - 10.0.19045.4291 - 27.20.1034.6
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1 System - 134 Benchmark Results
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AMD Ryzen 7 7700X 8-Core - MSI PRO B650-P WIFI - AMD Device 14d8 Ubuntu 23.04 - 6.2.0-39-generic - GNOME Shell 44.3
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1 System - 81 Benchmark Results
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Intel Core i9-14900KF - MSI PRO Z790-A MAX WIFI - 4 x 32768 MB 5600MHz Corsair CMK64GX5M2B5600C40 Microsoft Windows 11 Pro N Build 22631 - 10.0.22631.3447 - 552.22 |