diff --git a/doc/fluid/new_docs/advanced_usage/deploy/index_anakin.rst b/doc/fluid/new_docs/advanced_usage/deploy/index_anakin.rst
index b782242a6632a5d42a512cf3b830d6e047c064ab..e4682ccb94e6fc60e184632dff9ee16a6bf16ec0 100644
--- a/doc/fluid/new_docs/advanced_usage/deploy/index_anakin.rst
+++ b/doc/fluid/new_docs/advanced_usage/deploy/index_anakin.rst
@@ -1,5 +1,5 @@
-服务器端部署 - Anakin
-#####################
+Anakin - 服务器端加速引擎
+#######################
 
 
 使用文档
diff --git a/doc/fluid/new_docs/advanced_usage/deploy/index_native.rst b/doc/fluid/new_docs/advanced_usage/deploy/index_native.rst
deleted file mode 100644
index a5209e8560b31e9f0f776fba9a2b8c5bc150165c..0000000000000000000000000000000000000000
--- a/doc/fluid/new_docs/advanced_usage/deploy/index_native.rst
+++ /dev/null
@@ -1,8 +0,0 @@
-服务器端部署 - 原生引擎
-#######################
-
-..  toctree::
-    :maxdepth: 2
-
-    build_and_install_lib_cn.rst
-    native_infer.rst
diff --git a/doc/fluid/new_docs/advanced_usage/index.rst b/doc/fluid/new_docs/advanced_usage/index.rst
index dea7c236619a0bdbf402f371571d947d1cdbba65..89166573eebca045e948046c69f3b7a3e0031d58 100644
--- a/doc/fluid/new_docs/advanced_usage/index.rst
+++ b/doc/fluid/new_docs/advanced_usage/index.rst
@@ -10,7 +10,6 @@
 ..  toctree::
     :maxdepth: 2
 
-    deploy/index_native.rst
     deploy/index_anakin.rst
     deploy/index_mobile.rst
     development/contribute_to_paddle.md
diff --git a/doc/fluid/new_docs/advanced_usage/deploy/build_and_install_lib_cn.rst b/doc/fluid/new_docs/user_guides/howto/inference/build_and_install_lib_cn.rst
similarity index 100%
rename from doc/fluid/new_docs/advanced_usage/deploy/build_and_install_lib_cn.rst
rename to doc/fluid/new_docs/user_guides/howto/inference/build_and_install_lib_cn.rst
diff --git a/doc/fluid/new_docs/user_guides/howto/inference/index.rst b/doc/fluid/new_docs/user_guides/howto/inference/index.rst
new file mode 100644
index 0000000000000000000000000000000000000000..45e1a2883773b92ed47ef8d51417bbdcd060b4ec
--- /dev/null
+++ b/doc/fluid/new_docs/user_guides/howto/inference/index.rst
@@ -0,0 +1,11 @@
+############
+模型预测部署
+############
+
+PaddlePaddle Fluid 提供了 C++ API 来支持模型的部署上线
+
+.. toctree::
+   :maxdepth: 2
+
+   build_and_install_lib_cn.rst
+   native_infer.rst
diff --git a/doc/fluid/new_docs/advanced_usage/deploy/native_infer.rst b/doc/fluid/new_docs/user_guides/howto/inference/native_infer.rst
similarity index 94%
rename from doc/fluid/new_docs/advanced_usage/deploy/native_infer.rst
rename to doc/fluid/new_docs/user_guides/howto/inference/native_infer.rst
index aa9377c112856693cda72779bd399f2415d716f0..21a6fe5cf54d0c0c760ade4ba602024ffa29675f 100644
--- a/doc/fluid/new_docs/advanced_usage/deploy/native_infer.rst
+++ b/doc/fluid/new_docs/user_guides/howto/inference/native_infer.rst
@@ -4,11 +4,13 @@ Paddle 预测 API
 为了更简单方便的预测部署，Fluid 提供了一套高层 API
 用来隐藏底层不同的优化实现。
 
-`预测库相关代码 <https://github.com/PaddlePaddle/Paddle/tree/develop/paddle/fluid/inference/api>`__
+`预测库相关代码 <https://github.com/PaddlePaddle/Paddle/tree/develop/paddle/contrib/inference>`__
 包括
 
 -  头文件 ``paddle_inference_api.h`` 定义了所有的接口
 -  库文件\ ``libpaddle_fluid.so`` 或 ``libpaddle_fluid.a``
+-  库文件 ``libpaddle_inference_api.so`` 或
+   ``libpaddle_inference_api.a``
 
 编译和依赖可以参考 :ref:`install_or_build_cpp_inference_lib` 。
 
@@ -95,7 +97,8 @@ engine
     CHECK(predictor->Run(slots, &outputs));
     // 获取 outputs ...
 
-编译时，联编 ``libpaddle_fluid.a/.so`` 即可。
+编译时，联编 ``libpaddle_fluid.a/.so`` 和
+``libpaddle_inference_api.a/.so`` 便可。
 
 详细代码参考
 ------------
diff --git a/doc/fluid/new_docs/user_guides/index.rst b/doc/fluid/new_docs/user_guides/index.rst
index 453cb71cfdf72e031ce0f0517e2db936eca38dfc..377631109d8f65c149b12cd2a0e4da920fdf4def 100644
--- a/doc/fluid/new_docs/user_guides/index.rst
+++ b/doc/fluid/new_docs/user_guides/index.rst
@@ -15,4 +15,5 @@
     howto/training/index
     howto/debug/index
     howto/evaluation/index
+    howto/inference/index
     models/index.rst