NCNN
NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent.
Learn more about this test at the upstream project site: https://github.com/Tencent/ncnn.
This scientific test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 18 September 2020 and last updated on 25 September 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark ncnn.
This test has an average install time of 15 seconds and an average run-time of 20 minutes, 48 seconds.
Revision History
pts/ncnn-1.0.3 [View Source] 25 Sep 2020 06:36 EDT
Drop int8 tests per https://github.com/phoronix-test-suite/test-profiles/pull/167
pts/ncnn-1.0.2 [View Source] 24 Sep 2020 12:52 EDT
Expose Vulkan GPU support.
pts/ncnn-1.0.1 [View Source] 18 Sep 2020 12:28 EDT
Increase the run count.
pts/ncnn-1.0.0 [View Source] 18 Sep 2020 11:58 EDT
Initial commit of Tencent NCNN.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:NCNN 20200916
Target: CPU - Model: squeezenet
OpenBenchmarking.org metrics for this test profile configuration based on 409 public samples since 18 September 2020 with the latest data as of 25 October 2020.
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 20200916 - Target: CPU - Model: squeezenet) has an average run-time of 11 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 0.8%.
Recent Test Results
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1 System - 56 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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Featured Kernel Comparison |
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Featured Kernel Comparison |
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Featured Kernel Comparison |
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Featured Kernel Comparison |
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1 System - 295 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 |
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1 System - 90 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - MSI B450M MORTAR MAX - AMD Starship Gentoo - 5.9.1-gentoo-x86_64 - X Server 1.20.8 |
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1 System - 129 Benchmark Results |
Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef Ubuntu 20.04 - 5.9.1-050901-generic - GNOME Shell 3.36.4 |
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1 System - 132 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
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1 System - 17 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - ASUS PRIME X570-PRO - AMD Starship Ubuntu 20.04 - 5.4.0-51-generic - GNOME Shell 3.36.4 |
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3 Systems - 197 Benchmark Results |
AMD Ryzen 3 1300X - ASRock AB350 Pro4 - AMD 17h Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4 |
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1 System - 76 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4 |
Most Popular Test Results
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2 Systems - 535 Benchmark Results |
AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.4 |
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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 |
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3 Systems - 202 Benchmark Results |
Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc8daily20201011-generic - GNOME Shell 3.36.4 |
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Featured Processor Comparison |
Intel Xeon Silver 4215R - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0 |
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3 Systems - 171 Benchmark Results |
Intel Xeon E3-1270 v5 - ASUS E3 PRO GAMING V5 - Intel Xeon E3-1200 v5 Clear Linux OS 31470 - 5.3.8-854.native - GNOME Shell 3.34.1 |
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3 Systems - 68 Benchmark Results |
Intel Core i5-2500K - SAPPHIRE Pure Black P67 Hydra - Intel 2nd Generation Core DRAM Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.4 |
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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 |
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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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3 Systems - 40 Benchmark Results |
2 x Intel Xeon Gold 5220R - TYAN S7106 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.9.0-050900rc6-generic - GNOME Shell 3.36.4 |
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3 Systems - 103 Benchmark Results |
Intel Core i7-4770K - Gigabyte Z97-HD3 - Intel 4th Gen Core DRAM Ubuntu 20.10 - 5.8.0-21-generic - GNOME Shell 3.38.0 |
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5 Systems - 158 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers EndeavourOS rolling - 5.8.13-arch1-1 - Xfce 4.14 |
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3 Systems - 119 Benchmark Results |
Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4 |
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