未验证 提交 87b72c2d 编写于 作者: J Jiawei Wang 提交者: GitHub

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<h2 align="center">Motivation</h2> <h2 align="center">Motivation</h2>
We consider deploying deep learning inference service online to be a user-facing application in the future. **The goal of this project**: When you have trained a deep neural net with [Paddle](https://github.com/PaddlePaddle/Paddle), you can put the model online without much effort. A demo of serving is as follows: We consider deploying deep learning inference service online to be a user-facing application in the future. **The goal of this project**: When you have trained a deep neural net with [Paddle](https://github.com/PaddlePaddle/Paddle), you are also capable to deploy the model online easily. A demo of serving is as follows:
<p align="center"> <p align="center">
<img src="doc/demo.gif" width="700"> <img src="doc/demo.gif" width="700">
</p> </p>
<h2 align="center">Some Key Features</h2> <h2 align="center">Some Key Features</h2>
- Integrate with Paddle training pipeline seemlessly, most paddle models can be deployed **with one line command**. - Integrate with Paddle training pipeline seamlessly, most paddle models can be deployed **with one line command**.
- **Industrial serving features** supported, such as models management, online loading, online A/B testing etc. - **Industrial serving features** supported, such as models management, online loading, online A/B testing etc.
- **Distributed Key-Value indexing** supported that is especially useful for large scale sparse features as model inputs. - **Distributed Key-Value indexing** supported which is especially useful for large scale sparse features as model inputs.
- **Highly concurrent and efficient communication** between clients and servers. - **Highly concurrent and efficient communication** between clients and servers supported.
- **Multiple programming languages** supported on client side, such as Golang, C++ and python - **Multiple programming languages** supported on client side, such as Golang, C++ and python.
- **Extensible framework design** that can support model serving beyond Paddle. - **Extensible framework design** which can support model serving beyond Paddle.
<h2 align="center">Installation</h2> <h2 align="center">Installation</h2>
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