diff --git a/.teamcity/CHANGELOG.md b/.teamcity/CHANGELOG.md
new file mode 100644
index 0000000000000000000000000000000000000000..081d59acc9bd89d46cfa632ca86e756c05190e38
--- /dev/null
+++ b/.teamcity/CHANGELOG.md
@@ -0,0 +1,3 @@
+### [2019-07-09] 1.1-cuda9.0-cudnn7-docs:
+add unnit test for compling the docs
+  - add an envionment `docs` in anaconda 
diff --git a/.teamcity/Dockerfile b/.teamcity/Dockerfile
index ca88356178e7461fd2b7bae2e9f14f02966733b7..da98d19c4d4754529c98e86d10bafaec822babb5 100644
--- a/.teamcity/Dockerfile
+++ b/.teamcity/Dockerfile
@@ -15,7 +15,7 @@
 
 # A dev image based on paddle production image
 
-FROM parl/parl-test:1.1-cuda9.0-cudnn7-v2
+FROM parl/parl-test:1.1-cuda9.0-cudnn7-docs
 
 COPY ./requirements.txt /root/
 
diff --git a/.teamcity/build.sh b/.teamcity/build.sh
index 9e55dcb4d8c0f3f0f7c5e99c2005059281f84e17..1fcb11b4626b2bb7e4f6b7a2b28d6281480048e7 100755
--- a/.teamcity/build.sh
+++ b/.teamcity/build.sh
@@ -102,6 +102,23 @@ EOF
     rm -rf ${REPO_ROOT}/build
 }
 
+function run_docs_test {
+    #export CUDA_VISIBLE_DEVICES=""
+
+    mkdir -p ${REPO_ROOT}/build
+    cd ${REPO_ROOT}/build
+
+    cmake .. -DIS_TESTING_DOCS=ON 
+
+    cat <<EOF
+    ========================================
+    Running docs test...
+    ========================================
+EOF
+    ctest --output-on-failure
+    rm -rf ${REPO_ROOT}/build
+}
+
 function main() {
     set -e
     local CMD=$1
@@ -119,6 +136,7 @@ function main() {
           run_test_with_gpu
           run_test_with_cpu
           run_import_test
+          run_docs_test
           ;;
         *)
           print_usage
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 543b4729d560243750880dbfc5ad4b1166718c18..6a32de086f587c924bdff8dea8d3d3fbc7aa9d41 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -18,6 +18,7 @@ enable_testing()
 
 option(WITH_TESTING "Include unit testing" ON)
 option(IS_TESTING_IMPORT "Whether is testing import parl" OFF)
+option(IS_TESTING_DOCS "Whether is testing compling the docs" OFF)
 
 set(PADDLE_PYTHON_PATH "" CACHE STRING "Python path to PaddlePaddle Fluid")
 
@@ -41,20 +42,31 @@ function(import_test TARGET_NAME)
     set(oneValueArgs "")
     set(multiValueArgs SRCS DEPS ARGS ENVS)
     cmake_parse_arguments(py_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+
     add_test(NAME ${TARGET_NAME}_with_empty_env
         COMMAND env PYTHONPATH=.:${py_test_ENVS}
         /root/miniconda3/envs/empty_env/bin/python -u ${py_test_SRCS} ${py_test_ARGS}
         WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+
     add_test(NAME ${TARGET_NAME}_with_paddle1.4.0
         COMMAND env PYTHONPATH=.:${py_test_ENVS}
         /root/miniconda3/envs/paddle1.4.0/bin/python -u ${py_test_SRCS} ${py_test_ARGS}
         WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+
+endfunction()
+
+function(docs_test)
+    add_test(NAME compling_docs_test
+        COMMAND bash ./docs/test.sh
+        WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
 endfunction()
 
 if (WITH_TESTING)
     if (IS_TESTING_IMPORT)
         set(src "parl/tests/import_test")
         import_test(${src} SRCS ${src}.py ENVS ${PADDLE_PYTHON_PATH})
+      elseif (IS_TESTING_DOCS)
+        docs_test()
     else ()
         file(GLOB_RECURSE TEST_OPS RELATIVE "${CMAKE_CURRENT_SOURCE_DIR}" "*_test.py")
         string(REPLACE ".py" "" TEST_OPS "${TEST_OPS}")
diff --git a/docs/test.sh b/docs/test.sh
new file mode 100644
index 0000000000000000000000000000000000000000..86235c1179433034b98104f7ec65d4e8e8f1fead
--- /dev/null
+++ b/docs/test.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+cd "$(dirname "$0")"
+source ~/.bashrc
+export PATH="/root/miniconda3/bin:$PATH"
+source activate docs
+pip install -i https://pypi.tuna.tsinghua.edu.cn/simple /work/
+make html