TNN
TNN is an open-source deep learning reasoning framework developed by Tencent.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark tnn.
Project Site
github.comTest Created
24 September 2020Last Updated
11 January 2021Test Maintainer
Michael LarabelTest Type
SystemAverage Install Time
39 SecondsAverage Run Time
1 Minute, 25 SecondsTest Dependencies
CMake + C/C++ Compiler ToolchainSupported Platforms
Data current as of Fri, 09 Apr 2021 23:06:00 GMT.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:TNN 0.2.3
Target: CPU - Model: MobileNet v2
OpenBenchmarking.org metrics for this test profile configuration based on 1,050 public results since 24 September 2020 with the latest data as of 10 April 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 (TNN 0.2.3 - Target: CPU - Model: MobileNet v2) has an average run-time of 2 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 0.1%.
Does It Scale Well With Increasing Cores?
No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
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 libTNN.so.0, libdl.so.2, libm.so.6, libgomp.so.1, libpthread.so.0, libc.so.6.
Recent Test Results
Compare
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9 Systems - 442 Benchmark Results |
Intel Core i5-10600K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3 |
|
1 System - 92 Benchmark Results |
AMD Ryzen 5 5600X 6-Core - ASRock X570 Phantom Gaming-ITX/TB3 - AMD Device 1480 Ubuntu 18.04 - 5.4.0-70-generic - GNOME Shell 3.28.4 |
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1 System - 323 Benchmark Results |
Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Tiger Lake-H Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3 |
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8 Systems - 439 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3 |
|
2 Systems - 95 Benchmark Results |
2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 21.04 - 5.11.0-11-generic - GNOME Shell 3.38.3 |
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1 System - 94 Benchmark Results |
2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Clear Linux OS 34420 - 5.10.19-1032.native - GNOME Shell 3.38.4 |
|
26 Systems - 62 Benchmark Results |
AMD Ryzen 5 2600 Six-Core - ASUS ROG CROSSHAIR VIII HERO - AMD 17h Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
|
26 Systems - 62 Benchmark Results |
AMD Ryzen 5 5600X 6-Core - ASUS TUF GAMING X570-PLUS - AMD Starship Arch rolling - 5.11.6-138-tkg-cfs - X Server 1.20.10 |
|
25 Systems - 62 Benchmark Results |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
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24 Systems - 62 Benchmark Results |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
|
2 Systems - 255 Benchmark Results |
AMD EPYC 75F3 32-Core - AMD DAYTONA_X - AMD Starship Ubuntu 20.04 - 5.11.6-051106-generic - GNOME Shell 3.36.4 |
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1 System - 255 Benchmark Results |
2 x AMD EPYC 7763 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 20.04 - 5.11.6-051106-generic - GNOME Shell 3.36.4 |