Tencent / TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

Tencent
Tencent
Date Created 2020-05-29 (4 years ago)
Commits 2,511 (last one about a year ago)
Stargazers 4,473 (2 this week)
Watchers 89 (0 this week)
Forks 769
License other
Ranking

RepositoryStats indexes 625,486 repositories, of these Tencent/TNN is ranked #11,165 (98th percentile) for total stargazers, and #20,792 for total watchers. Github reports the primary language for this repository as C++, for repositories using this language it is ranked #580/33,386.

Tencent/TNN is also tagged with popular topics, for these it's ranked: deep-learning (#358/8757),  pytorch (#204/6184),  tensorflow (#114/2294),  ocr (#36/635),  face-detection (#17/333),  inference (#24/328)

Other Information

Tencent/TNN has 9 open pull requests on Github, 859 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 303 open issues and 651 closed issues.

There have been 1 release, the latest one was published on 2021-04-26 (3 years ago) with the name TNN v0.3.0.

Star History

Github stargazers over time

4.5k4.5k4k4k3.5k3.5k3k3k2.5k2.5k2k2k1.5k1.5k1k1k50050000Jul '20Jul '2020212021Jul '21Jul '2120222022Jul '22Jul '2220232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Watcher History

Github watchers over time, collection started in '23

949493.593.5939392.592.5929291.591.5919190.590.5909089.589.5898920232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Recent Commit History

181 commits on the default branch (master) since jan '22

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Yearly Commits

Commits to the default branch (master) per year

1.6k1.6k1.4k1.4k1.2k1.2k1k1k8008006006004004002002000020202020202120212022202220242024

Issue History

Total Issues
Open Issues
Closed Issues
1k1k90090080080070070060060050050040040030030020020010010000Jul '20Jul '2020212021Jul '21Jul '2120222022Jul '22Jul '2220232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Languages

The primary language is C++ but there's also others...

C++C++CCObjective-C++Objective-C++PythonPythonAssemblyAssemblyCudaCudaMetalMetalShellShellCMakeCMakeOtherOtherObjective-CObjective-C

updated: 2025-03-09 @ 02:08am, id: 267792621 / R_kgDOD_Yw7Q