diff --git a/doc/howto/dev/write_docs_cn.rst b/doc/howto/dev/write_docs_cn.rst
index c8ecbc94b9549a1696781cf333980ea629dd31ce..fb22b473f89027fd1613283525429628b6c4cfe3 100644
--- a/doc/howto/dev/write_docs_cn.rst
+++ b/doc/howto/dev/write_docs_cn.rst
@@ -19,19 +19,15 @@ PaddlePaddle的文档构建有直接构建和基于Docker构建两种方式。
 ..	code-block:: bash
 
 	cd TO_YOUR_PADDLE_CLONE_PATH
-	cd paddle/scripts/tools/build_docs
-	bash build_docs.sh
+	bash paddle/scripts/tools/build_docs.sh
 
-编译完成后，该目录下会生成如下两个子目录\:
+编译完成后，会在当前目录生成两个子目录，build与build_doc，其中build_doc/doc目录之下包含两个子目录\:
 
-* doc 英文文档目录
-* doc_cn 中文文档目录
+* en 英文文档目录
+* cn 中文文档目录
 
 打开浏览器访问对应目录下的index.html即可访问本地文档。
 
-..	code-block:: bash
-
-	open doc_cn/index.html
 
 
 直接构建PaddlePaddle的文档
diff --git a/paddle/scripts/tools/build_docs/Dockerfile b/paddle/scripts/tools/build_docs/Dockerfile
deleted file mode 100644
index 78dc756bd1175019d90fc852635497fea1eb55e2..0000000000000000000000000000000000000000
--- a/paddle/scripts/tools/build_docs/Dockerfile
+++ /dev/null
@@ -1,7 +0,0 @@
-FROM paddledev/paddle:cpu-devel-latest
-COPY build.sh /
-RUN pip install sphinx &&\
-    pip install sphinx_rtd_theme &&\
-    apt install -y doxygen graphviz &&\
-    pip install recommonmark numpy protobuf==2.6.1
-CMD /build.sh
diff --git a/paddle/scripts/tools/build_docs/build.sh b/paddle/scripts/tools/build_docs/build.sh
deleted file mode 100755
index a23b6e61d45926e77015365627bfb7dca303ac65..0000000000000000000000000000000000000000
--- a/paddle/scripts/tools/build_docs/build.sh
+++ /dev/null
@@ -1,13 +0,0 @@
-#!/bin/bash
-set -ex
-
-mkdir -p /build
-cd /build
-cmake /paddle -DWITH_DOC=ON
-make paddle_docs paddle_docs_cn -j `nproc`
-mkdir -p /output/doc
-mkdir -p /output/doc_cn
-cp -r doc/html/* /output/doc/
-cp -r doc_cn/html/* /output/doc_cn/
-cd /
-rm -rf /paddle/build
diff --git a/paddle/scripts/tools/build_docs/build_docs.sh b/paddle/scripts/tools/build_docs/build_docs.sh
index 9f8b80435c8fb17907d7da52c864a448f0d8d136..fb8c26a69ad65c7f90b06d8b36d51b6d779cf76e 100755
--- a/paddle/scripts/tools/build_docs/build_docs.sh
+++ b/paddle/scripts/tools/build_docs/build_docs.sh
@@ -1,4 +1,3 @@
 #!/bin/bash
 set -e
-docker build . -t paddle_build_doc
-docker run --rm -v $PWD/../../../../:/paddle -v $PWD:/output paddle_build_doc
+docker run --rm -v $PWD:/paddle -e "WITH_GPU=OFF" -e "WITH_AVX=ON" -e "WITH_DOC=ON" paddledev/paddle:dev