Update links

README.md

@@ -5,9 +5,10 @@
 
 [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE)
 [![build status](http://v9.git.n.xiaomi.com/deep-computing/mace/badges/master/build.svg)](http://v9.git.n.xiaomi.com/deep-computing/mace/pipelines)
+[![doc build status](https://readthedocs.org/projects/mace/badge/?version=latest)](https://readthedocs.org/projects/mace/badge/?version=latest)
 
-[Documentation](docs) |
-[FAQ](docs/faq.md) |
+[Documentation](https://mace.readthedocs.io) |
+[FAQ](https://mace.readthedocs.io/en/latest/faq.html) |
 [Release Notes](RELEASE.md) |
 [Roadmap](ROADMAP.md) |
 [MACE Model Zoo](https://github.com/XiaoMi/mace-models) |
@@ -43,9 +44,9 @@ targets:
     archetectures with limited performance.
 
 ## Getting Started
-* [Introduction](docs/getting_started/introduction.rst)
-* [How to build](docs/getting_started/how_to_build.rst)
-* [Create a model deployment file](docs/getting_started/create_a_model_deployment.rst)
+* [Introduction](https://mace.readthedocs.io/en/latest/getting_started/introduction.html)
+* [Create a model deployment file](https://mace.readthedocs.io/en/latest/getting_started/create_a_model_deployment.html)
+* [How to build](https://mace.readthedocs.io/en/latest/getting_started/how_to_build.html)
 
 ## Performance
 [MACE Model Zoo](https://github.com/XiaoMi/mace-models) contains
@@ -62,7 +63,7 @@ phones. The benchmark result can be found in the CI result page.
 Any kind of contributions are welcome. For bug reports, feature requests,
 please just open an issue without any hesitance. For code contributions, it's
 strongly suggested to open an issue for discussion first. For more details,
-please refer to [the contribution guide](docs/development/contributing.md).
+please refer to [the contribution guide](https://mace.readthedocs.io/en/latest/development/contributing.html).
 
 ## License
 [Apache License 2.0](LICENSE).

README_zh.md

-# MACE - 移动人工智能计算引擎
+<div  align="center">
+<img src="docs/mace-logo.png" width = "400" alt="MACE" />
+</div>
+
 [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE)
 [![build status](http://v9.git.n.xiaomi.com/deep-computing/mace/badges/master/build.svg)](http://v9.git.n.xiaomi.com/deep-computing/mace/pipelines)
+[![doc build status](https://readthedocs.org/projects/mace/badge/?version=latest)](https://readthedocs.org/projects/mace/badge/?version=latest)
 
-[文档](docs) |
-[FAQ](docs/faq.md) |
+[文档](https://mace.readthedocs.io) |
+[FAQ](https://mace.readthedocs.io/en/latest/faq.html) |
 [发布记录](RELEASE.md) |
 [路线图](ROADMAP.md) |
 [MACE Model Zoo](https://github.com/XiaoMi/mace-models) |
@@ -31,9 +35,9 @@
   同时支持在具有POSIX接口的系统的CPU上运行。
 
 ## 开始使用
-* [简介](docs/getting_started/introduction.rst)
-* [创建模型部署文件](docs/getting_started/create_a_model_deployment.rst)
-* [如何构建](docs/getting_started/how_to_build.rst)
+* [简介](https://mace.readthedocs.io/en/latest/getting_started/introduction.html)
+* [创建模型部署文件](https://mace.readthedocs.io/en/latest/getting_started/create_a_model_deployment.html)
+* [如何构建](https://mace.readthedocs.io/en/latest/getting_started/how_to_build.html)
 
 ## 性能评测
 [MACE Model Zoo](https://github.com/XiaoMi/mace-models)