diff --git a/paddle/contrib/inference/demo_ci/CMakeLists.txt b/paddle/contrib/inference/demo_ci/CMakeLists.txt
index 0d175b840d862376e59ce5ffd71622bd4cd8dc0c..09aace2d8a4b46291bd26fa387775293f643039f 100644
--- a/paddle/contrib/inference/demo_ci/CMakeLists.txt
+++ b/paddle/contrib/inference/demo_ci/CMakeLists.txt
@@ -11,9 +11,9 @@ if(NOT DEFINED DEMO_NAME)
   message(FATAL_ERROR "please set DEMO_NAME with -DDEMO_NAME=demo_name")
 endif()
 
-option(WITH_MKLDNN     "Compile PaddlePaddle with MKLDNN"                                   OFF)
-option(WITH_MKL        "Compile PaddlePaddle with MKL support, default use openblas."       ON)
-option(WITH_GPU        "Compile PaddlePaddle with GPU, default use CPU."                    OFF)
+option(WITH_MKL        "Compile demo with MKL/OpenBlas support, default use MKL."       ON)
+option(WITH_GPU        "Compile demo with GPU/CPU, default use CPU."                    OFF)
+option(WITH_STATIC_LIB "Compile demo with static/shared library, default use static."   ON)
 
 if(WITH_GPU)
   set(CUDA_LIB "/usr/local/cuda/lib64/" CACHE STRING "CUDA Library")
@@ -52,17 +52,21 @@ else()
   set(MATH_LIB ${PADDLE_LIB}/third_party/install/openblas/lib/libopenblas.a)
 endif()
 
-set(ARCHIVE_START "-Wl,--whole-archive")
-set(ARCHIVE_END "-Wl,--no-whole-archive")
+if(WITH_STATIC_LIB)
+  set(DEPS
+      "-Wl,--whole-archive"
+      ${PADDLE_LIB}/paddle/fluid/inference/libpaddle_fluid.a
+      "-Wl,--no-whole-archive"
+      ${PADDLE_LIB}/contrib/inference/libpaddle_inference_api.a)
+else()
+  set(DEPS
+      ${PADDLE_LIB}/paddle/fluid/inference/libpaddle_fluid.so
+      ${PADDLE_LIB}/contrib/inference/libpaddle_inference_api.so)
+endif()
 set(EXTERNAL_LIB "-lrt -ldl -lpthread")
 
-set(DEPS
-    ${ARCHIVE_START}
-    ${PADDLE_LIB}/paddle/fluid/inference/libpaddle_fluid.a
-    ${ARCHIVE_END}
-    ${PADDLE_LIB}/contrib/inference/libpaddle_inference_api.a
-    ${MATH_LIB}
-    ${MKLDNN_LIB}
+set(DEPS ${DEPS}
+    ${MATH_LIB} ${MKLDNN_LIB}
     glog gflags protobuf snappystream snappy z
     ${EXTERNAL_LIB})
 if(WITH_GPU)
diff --git a/paddle/contrib/inference/demo_ci/run.sh b/paddle/contrib/inference/demo_ci/run.sh
index ad79bce450d28bbea6c9b2ad39616f7496444586..e33e939463bf64e945740c7da22dd4397e24b85c 100755
--- a/paddle/contrib/inference/demo_ci/run.sh
+++ b/paddle/contrib/inference/demo_ci/run.sh
@@ -2,25 +2,28 @@ set -x
 PADDLE_ROOT=$1
 WITH_MKL=$2
 WITH_GPU=$3
-
-mkdir -p build
-cd build
-rm -rf *
-
-cmake .. -DPADDLE_LIB=${PADDLE_ROOT}/build/fluid_install_dir/ \
-  -DWITH_MKL=$WITH_MKL \
-  -DDEMO_NAME=simple_on_word2vec \
-  -DWITH_GPU=$WITH_GPU
-make
 if [ $3 == "ON" ]; then
   use_gpu_list='true false'
 else    
   use_gpu_list='false'
 fi
-for use_gpu in $use_gpu_list; do
-  ./simple_on_word2vec \
-    --dirname=${PADDLE_ROOT}/build/python/paddle/fluid/tests/book/word2vec.inference.model \
-    --use_gpu=$use_gpu
+
+mkdir -p build
+cd build
+
+for WITH_STATIC_LIB in true false; do
+  rm -rf *
+  cmake .. -DPADDLE_LIB=${PADDLE_ROOT}/build/fluid_install_dir/ \
+    -DWITH_MKL=$WITH_MKL \
+    -DDEMO_NAME=simple_on_word2vec \
+    -DWITH_GPU=$WITH_GPU \
+    -DWITH_STATIC_LIB=$WITH_STATIC_LIB
+  make
+  for use_gpu in $use_gpu_list; do
+    ./simple_on_word2vec \
+      --dirname=${PADDLE_ROOT}/build/python/paddle/fluid/tests/book/word2vec.inference.model \
+      --use_gpu=$use_gpu
+  done
 done
 if [ $? -eq 0 ]; then
   exit 0
diff --git a/paddle/contrib/inference/demo_ci/simple_on_word2vec.cc b/paddle/contrib/inference/demo_ci/simple_on_word2vec.cc
index b3970e389e150206c9beb9ecc106ceb19c1bcdb0..9713837f86d40383da946af1681e1945c84336b0 100644
--- a/paddle/contrib/inference/demo_ci/simple_on_word2vec.cc
+++ b/paddle/contrib/inference/demo_ci/simple_on_word2vec.cc
@@ -61,11 +61,15 @@ void Main(bool use_gpu) {
 
     //# 4. Get output.
     PADDLE_ENFORCE(outputs.size(), 1UL);
-    LOG(INFO) << "output buffer size: " << outputs.front().data.length();
+    // Check the output buffer size and result of each tid.
+    PADDLE_ENFORCE(outputs.front().data.length(), 33168UL);
+    float result[5] = {
+        0.00129761, 0.00151112, 0.000423564, 0.00108815, 0.000932706};
     const size_t num_elements = outputs.front().data.length() / sizeof(float);
     // The outputs' buffers are in CPU memory.
     for (size_t i = 0; i < std::min(5UL, num_elements); i++) {
-      LOG(INFO) << static_cast<float*>(outputs.front().data.data())[i];
+      PADDLE_ENFORCE(static_cast<float*>(outputs.front().data.data())[i],
+                     result[i]);
     }
   }
 }
@@ -101,13 +105,16 @@ void MainThreads(int num_threads, bool use_gpu) {
 
         // 4. Get output.
         PADDLE_ENFORCE(outputs.size(), 1UL);
-        LOG(INFO) << "TID: " << tid << ", "
-                  << "output buffer size: " << outputs.front().data.length();
+        // Check the output buffer size and result of each tid.
+        PADDLE_ENFORCE(outputs.front().data.length(), 33168UL);
+        float result[5] = {
+            0.00129761, 0.00151112, 0.000423564, 0.00108815, 0.000932706};
         const size_t num_elements =
             outputs.front().data.length() / sizeof(float);
         // The outputs' buffers are in CPU memory.
         for (size_t i = 0; i < std::min(5UL, num_elements); i++) {
-          LOG(INFO) << static_cast<float*>(outputs.front().data.data())[i];
+          PADDLE_ENFORCE(static_cast<float*>(outputs.front().data.data())[i],
+                         result[i]);
         }
       }
     });
@@ -126,7 +133,6 @@ int main(int argc, char** argv) {
   paddle::demo::MainThreads(1, false /* use_gpu*/);
   paddle::demo::MainThreads(4, false /* use_gpu*/);
   if (FLAGS_use_gpu) {
-    LOG(INFO) << "use_gpu=true";
     paddle::demo::Main(true /*use_gpu*/);
     paddle::demo::MainThreads(1, true /*use_gpu*/);
     paddle::demo::MainThreads(4, true /*use_gpu*/);