TNN
TNN is an open-source deep learning reasoning framework developed by Tencent.
Learn more about this test at the upstream project site: https://github.com/Tencent/TNN.
This scientific test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 24 September 2020 and last updated on 11 January 2021. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark tnn.
This test has an average install time of 40 seconds and an average run-time of 1 minute, 25 seconds.
* 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.
Data current as of Sat, 16 Jan 2021 21:19:02 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 741 public results since 24 September 2020 with the latest data as of 16 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 (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%.
Recent Test Results
Compare
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1 System - 2 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASRock B550M Pro4 - AMD Starship Clear Linux OS 34170 - 5.10.7-1014.native - GNOME Shell 3.38.2 |
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3 Systems - 125 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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3 Systems - 16 Benchmark Results |
Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH Ubuntu 20.10 - 5.8.0-36-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 - 19 Benchmark Results |
2 x AMD EPYC 7F72 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.10 - 5.11.0-rc2-phx - GNOME Shell 3.38.1 |
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4 Systems - 24 Benchmark Results |
Intel Core i5-8400 - MSI Z370M MORTAR - Intel 8th Gen Core Ubuntu 20.04 - 5.9.0-050900rc7daily20200929-generic - GNOME Shell 3.36.4 |
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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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3 Systems - 18 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.11.0-rc2-phx - GNOME Shell 3.36.4 |
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4 Systems - 22 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - Gigabyte A320M-S2H-CF - AMD Starship Ubuntu 20.04 - 5.8.1-050801-generic - GNOME Shell 3.36.4 |
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3 Systems - 17 Benchmark Results |
AMD Ryzen 7 5800X 8-Core - ASRock X570 Pro4 - AMD Starship Ubuntu 20.10 - 5.11.0-rc1-phx - GNOME Shell 3.38.1 |
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3 Systems - 24 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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3 Systems - 36 Benchmark Results |
Intel Core i5-6500 - Gigabyte Z170M-D3H-CF - Intel Xeon E3-1200 v5 Ubuntu 20.04 - 5.9.0-050900rc7daily20200929-generic - GNOME Shell 3.36.4 |
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