NCNN
NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark ncnn.
Project Site
github.comTest Created
18 September 2020Last Updated
18 December 2020Test Maintainer
Michael LarabelTest Type
SystemAverage Install Time
57 SecondsAverage Run Time
20 Minutes, 48 SecondsSupported Platforms
Data current as of Sat, 23 Jan 2021 00:50:15 GMT.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:NCNN 20201218
Target: CPU - Model: mobilenet
OpenBenchmarking.org metrics for this test profile configuration based on 368 public results since 18 December 2020 with the latest data as of 23 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 (NCNN 20201218 - Target: CPU - Model: mobilenet) has an average run-time of 10 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 1.2%.
Recent Test Results
Compare
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1 System - 466 Benchmark Results |
2 x AMD EPYC 7F72 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.10 - 5.10.9-051009-generic - GNOME Shell 3.38.1 |
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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 |
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2 Systems - 129 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.11.0-051100rc2daily20210108-generic - GNOME Shell 3.38.1 |
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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 |
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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 |
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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 |
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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 - 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 |
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4 Systems - 104 Benchmark Results |
AMD Ryzen 5 2400G - MSI B350M GAMING PRO - AMD Raven Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
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1 System - 30 Benchmark Results |
Intel Core i7-1165G7 - Dell 08607K - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1042-oem - GNOME Shell 3.36.4 |
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1 System - 49 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - ASRock X570 Phantom Gaming-ITX/TB3 - AMD Starship Ubuntu 20.10 - 5.8.0-36-lowlatency - X Server 1.20.9 |
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3 Systems - 53 Benchmark Results |
ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 400 Rev 1.0 - 4096MB Debian 10 - 5.4.51-v8+ - LXDE 0.10.0 |
Most Popular Test Results
Compare
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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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3 Systems - 28 Benchmark Results |
Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers Debian 10 - 4.19.0-9-amd64 - GNOME Shell 3.30.2 |
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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 |
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4 Systems - 104 Benchmark Results |
AMD Ryzen 5 2400G - MSI B350M GAMING PRO - AMD Raven Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
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6 Systems - 107 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Debian testing - 5.9.0-4-amd64 - GNOME Shell 3.38.2 |
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3 Systems - 148 Benchmark Results |
Intel Core i7-4790K - Gigabyte Z97-HD3P - Intel 4th Gen Core DRAM Ubuntu 19.10 - 5.9.0-050900rc8daily20201009-generic - GNOME Shell 3.34.1 |
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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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Featured Kernel Comparison |
AMD EPYC 7702 64-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.10 - 5.10.2-051002-generic - GNOME Shell 3.38.1 |
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3 Systems - 53 Benchmark Results |
ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 400 Rev 1.0 - 4096MB Debian 10 - 5.4.51-v8+ - LXDE 0.10.0 |
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3 Systems - 124 Benchmark Results |
Intel Core i9-9900KS - ASUS PRIME Z390-A - Intel Cannon Lake PCH Ubuntu 20.04 - 5.9.0-050900rc8daily20201005-generic - GNOME Shell 3.36.2 |
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8 Systems - 108 Benchmark Results |
Intel Core i9-10900KF - Gigabyte Z490 VISION G - Intel Comet Lake PCH Clear Linux OS 34100 - 5.9.9-1001.native - GNOME Shell 3.38.2 |
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3 Systems - 126 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Fedora 33 - 5.8.15-301.fc33.x86_64 - GNOME Shell 3.38.2 |
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