diff --git a/doc/templates/conf.py.cn.in b/doc/templates/conf.py.cn.in
index 95cad835b11816f4d2e256c2abd662a545a5bad2..0faa3c78d61052162b457f94d14fdc39256b266e 100644
--- a/doc/templates/conf.py.cn.in
+++ b/doc/templates/conf.py.cn.in
@@ -15,12 +15,11 @@ import sys
 import os, subprocess
 import shlex
 from recommonmark import parser, transform
+sys.path.append(os.path.abspath('@PROJ_ROOT@/python'))
 try:
-   import py_paddle
    import paddle
    import paddle.v2
 except ImportError:
-   print("Must install paddle python package before generating documentation")
    sys.exit(1)
 
 MarkdownParser = parser.CommonMarkParser
diff --git a/doc/templates/conf.py.en.in b/doc/templates/conf.py.en.in
index b477f0120c4fa0544012080b7cfb8572d3c44b04..23d73189d926db82a44bd8cd27ce5fa0a4ceb342 100644
--- a/doc/templates/conf.py.en.in
+++ b/doc/templates/conf.py.en.in
@@ -15,12 +15,11 @@ import sys
 import os, subprocess
 import shlex
 from recommonmark import parser, transform
+sys.path.append(os.path.abspath('@PROJ_ROOT@/python'))
 try:
-   import py_paddle
    import paddle
    import paddle.v2
 except ImportError:
-   print("Must install paddle python package before generating documentation")
    sys.exit(1)
 
 
diff --git a/paddle/scripts/travis/build_doc.sh b/paddle/scripts/travis/build_doc.sh
index 33fb5d84e2701c163b5d1b1bb3362ee81ebb34ea..9785fa0c056cb5a57b3ee875d9776df0b8ca3e73 100755
--- a/paddle/scripts/travis/build_doc.sh
+++ b/paddle/scripts/travis/build_doc.sh
@@ -5,13 +5,6 @@ set -e
 mkdir -p $TRAVIS_BUILD_DIR/build
 cd $TRAVIS_BUILD_DIR/build
 
-# Compile paddle binaries first
-cmake .. -DCMAKE_BUILD_TYPE=Debug -DWITH_GPU=OFF -DWITH_DOC=OFF -DWITH_MKLDNN=OFF -DWITH_MKLML=OFF -DWITH_GOLANG=ON -DWITH_STYLE_CHECK=OFF
-
-mkdir output
-make -j `nproc`
-find .. -name '*whl' | xargs pip install  # install all wheels.
-rm -rf *
 # Compile Documentation only.
 cmake .. -DCMAKE_BUILD_TYPE=Debug -DWITH_GPU=OFF -DWITH_MKLDNN=OFF -DWITH_MKLML=OFF -DWITH_DOC=ON
 make -j `nproc` paddle_docs paddle_docs_cn
@@ -35,6 +28,7 @@ TARGET_BRANCH="gh-pages"
 SOURCE_BRANCH="master"
 
 # Clone the repo to output directory
+mkdir output
 git clone $REPO output
 cd output