Open Source
TNN
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server.
Our verdict
We have not reviewed TNN yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About TNN
TNN is a cross-platform deep learning inference framework developed by Tencent Youtu Lab and Guangying Lab. It optimizes model performance for mobile, desktop, and server environments through features like model compression and code pruning, building on ncnn and Rapidnet. The framework is deployed across multiple Tencent applications, including Mobile QQ and Weishi.
Best for
Developers needing optimized deep learning inference specifically on mobile devices, especially within Tencent ecosystem integrations.
Use cases
- Deploying low-latency deep learning inference on mobile devices
- Compressing and pruning models for efficient on-device execution
- Running inference across iOS, Android, and desktop platforms with a unified engine
Notes
4,634 stars on GitHub. Last updated 2025-05-09.
Pros
- High inference performance on mobile hardware through targeted optimizations
- Built-in model compression and code pruning reduce memory footprint
- Cross-platform support covers mobile, desktop, and server targets
Cons
- Smaller community and fewer third-party resources compared to TensorFlow Lite or ONNX Runtime
- Integration may require custom effort for non-Tencent use cases
- Limited to inference; does not include training capabilities
Key facts
What we have checked
- Latest version
- 0.3.0 (released 26 Apr 2021)
- GitHub stars
- 4,655
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How TNN is growing
4,634 to 4,655
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 0.3.0
Pairs with
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