diff --git a/doc_theme/static/css/override.css b/doc_theme/static/css/override.css
index 438a87848a0176a7857177aeb672c59f35bd8d4b..460460805fb59a85096bf43748d25eb21817709d 100644
--- a/doc_theme/static/css/override.css
+++ b/doc_theme/static/css/override.css
@@ -1,3 +1,422 @@
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 body {
     padding-top: 80px;
     background-image: none !important;
@@ -503,4 +922,4 @@ a, a:focus, a:hover, a:visited {
     background-color: transparent;
     color: #ff9711;
     padding: 0;
-}
+}
\ No newline at end of file
diff --git a/doc_theme/static/js/paddle_doc_init.js b/doc_theme/static/js/paddle_doc_init.js
index 153ce30745a0a21097fb385f2d66f12e6c8d5be5..5c815a8d3a3dab9bdbce544ff3bb49be40ad8934 100644
--- a/doc_theme/static/js/paddle_doc_init.js
+++ b/doc_theme/static/js/paddle_doc_init.js
@@ -28,4 +28,4 @@ $(document).ready(function(){
     $('.doc-menu-vertical').find('li.current').last().addClass('active');
 
     $('.doc-menu-vertical').perfectScrollbar();
-});
+});
\ No newline at end of file
diff --git a/paddle/scripts/tools/build_docs/Dockerfile b/paddle/scripts/tools/build_docs/Dockerfile
index 5db0b29c4739943f9e677dc7973b392a345b7da1..506b13210ba1ee7277e2671870d79750cf63e900 100644
--- a/paddle/scripts/tools/build_docs/Dockerfile
+++ b/paddle/scripts/tools/build_docs/Dockerfile
@@ -1,6 +1,7 @@
 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 breathe recommonmark numpy protobuf==2.6.1
 CMD /build.sh