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. 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 44 seconds and an average run-time of 1 minute, 25 seconds.
Revision History
pts/tnn-1.0.0 [View Source] 24 Sep 2020 18:33 EDT
Initial commit of Tencent TNN framework.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:TNN 0.2.3
Target: CPU - Model: SqueezeNet v1.1
OpenBenchmarking.org metrics for this test profile configuration based on 297 public samples since 24 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 (TNN 0.2.3 - Target: CPU - Model: SqueezeNet v1.1) 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.
Recent Test Results
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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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2 Systems - 87 Benchmark Results |
ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB Debian 10 - 5.4.51-v8+ - LXDE 0.10.0 |
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3 Systems - 197 Benchmark Results |
AMD Ryzen 3 1300X - ASRock AB350 Pro4 - AMD 17h Ubuntu 20.04 - 5.9.1-050901-generic - GNOME Shell 3.36.4 |
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1 System - 87 Benchmark Results |
ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB Debian 10 - 5.4.51-v8+ - LXDE 0.10.0 |
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3 Systems - 19 Benchmark Results |
Intel Xeon Gold 6226R - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-21-generic - GNOME Shell 3.36.1 |
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3 Systems - 232 Benchmark Results |
Intel Core i7-4960X - MSI X79MA-GD45 - Intel Xeon E7 v2 Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1 |
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Featured Processor Comparison |
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5 Systems - 44 Benchmark Results |
2 x Intel Xeon Gold 6238R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 5.3.0-40-generic - GNOME Shell 3.28.4 |
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4 Systems - 29 Benchmark Results |
2 x Intel Xeon Gold 6248R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.8.0-050800rc6daily20200721-generic - GNOME Shell 3.36.1 |
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3 Systems - 99 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1031-oem - GNOME Shell 3.36.4 |
Most Popular Test Results
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3 Systems - 268 Benchmark Results |
Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3 |
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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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2 Systems - 403 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.10 - 5.8.0-22-generic - GNOME Shell 3.38.0 |
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3 Systems - 406 Benchmark Results |
AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0 |
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3 Systems - 131 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.4.0-45-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 - 25 Benchmark Results |
AMD Ryzen 7 1800X Eight-Core - MSI X370 XPOWER GAMING TITANIUM - AMD 17h Debian 10 - 4.19.0-11-amd64 - X Server 1.20.4 |
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3 Systems - 41 Benchmark Results |
Intel Xeon E3-1231 v3 - Gigabyte H81M-S1 - Intel Xeon E3-1200 v3 DRAM Debian 10 - 4.19.0-11-amd64 - X Server 1.20.4 |
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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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