Dubhe Jiangtianshu Artificial Intelligence Open Source Platform v3.0

Dubhe's Zhijiang Tianshu artificial intelligence open source platform is a domestically produced, independent and controllable artificial intelligence open source platform led by Zhejiang Lab and jointly created by top domestic scientific research forces. The platform faces the technical difficulties of data processing, algorithm development, model training, computing power management and reasoning applications in artificial intelligence research. It has developed a one-stop algorithm development platform, high-performance distributed deep learning framework, and advanced algorithm models. A series of platforms and tools such as libraries, visual model refining platforms, and data visualization analysis platforms have formed unique advantages in technologies such as efficient distributed training of models, data processing and visual analysis, model refining and lightweighting, and are currently in production. Nearly a thousand units and individuals in various fields such as academic research and research provide AI application empowerment.

Platform advantages

One-stop development: Provide users with one-stop deep learning development functions, and open up the entire deep learning link through intelligent data processing, convenient model development and model training.

Integrated advanced algorithms: In addition to conventional AI algorithms, Zhijiang Tianshu also integrates exclusive algorithms in multiple fields to provide industry-leading performance.

Flexible and easy to use: In addition to the one-stop deep learning development platform, it also provides visualization and dynamic and static coding methods, with flexible debugging, so novices can get started quickly.

Superior performance: Integrate a self-developed distributed training platform to provide a high-performance distributed computing experience and save training costs and time.

Directory structure

├── dubhe_data_process data processing service ├── dubhe-server back-end service ├── dubhe-visual-server visualization service ├── webapp front-end service ├── dataset-util dataset upload script service ├── distribute-train- operator distributed training OP service├── tianshu_serving Tianshu serving service├── model_compress Model compression service├── model_measuring model measurement service├── model-converter model conversion service