diff --git a/paddle/fluid/inference/api/demo_ci/run.sh b/paddle/fluid/inference/api/demo_ci/run.sh
index 0f7d541c5edfc62e80cf50f83b491f06dcb42644..44335a872f2e00b34e29a9e7601cb390a460362c 100755
--- a/paddle/fluid/inference/api/demo_ci/run.sh
+++ b/paddle/fluid/inference/api/demo_ci/run.sh
@@ -2,6 +2,9 @@ set -x
 PADDLE_ROOT=$1
 TURN_ON_MKL=$2 # use MKL or Openblas
 TEST_GPU_CPU=$3 # test both GPU/CPU mode or only CPU mode
+DATA_DIR=$4 # dataset
+cd `dirname $0`
+current_dir=`pwd`
 if [ $2 == ON ]; then
   # You can export yourself if move the install path
   MKL_LIB=${PADDLE_ROOT}/build/fluid_install_dir/third_party/install/mklml/lib
@@ -29,15 +32,15 @@ function download() {
   fi
   cd ..
 }
-mkdir -p data
-cd data
+mkdir -p $DATA_DIR
+cd $DATA_DIR
 vis_demo_list='se_resnext50 ocr mobilenet'
 for vis_demo_name in $vis_demo_list; do
   download $vis_demo_name
 done
-cd ..
 
 # compile and test the demo
+cd $current_dir
 mkdir -p build
 cd build
 
@@ -73,9 +76,9 @@ for WITH_STATIC_LIB in ON OFF; do
   for use_gpu in $use_gpu_list; do
     for vis_demo_name in $vis_demo_list; do 
       ./vis_demo \
-        --modeldir=../data/$vis_demo_name/model \
-        --data=../data/$vis_demo_name/data.txt \
-        --refer=../data/$vis_demo_name/result.txt \
+        --modeldir=$DATA_DIR/$vis_demo_name/model \
+        --data=$DATA_DIR/$vis_demo_name/data.txt \
+        --refer=$DATA_DIR/$vis_demo_name/result.txt \
         --use_gpu=$use_gpu
       if [ $? -ne 0 ]; then
         echo "vis demo $vis_demo_name runs fail."
diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index 88a2434518093d765546aa4c74de34ff26942b9a..02eb3dbfd7750b47904b70de4f4fd3757404d29c 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -654,11 +654,21 @@ function gen_fluid_inference_lib() {
     if [[ ${WITH_C_API:-OFF} == "OFF" && ${WITH_INFERENCE:-ON} == "ON" ]] ; then
         cat <<EOF
     ========================================
-    Deploying fluid inference library ...
+    Generating fluid inference library ...
     ========================================
 EOF
         cmake .. -DWITH_DISTRIBUTE=OFF
         make -j `nproc` inference_lib_dist
+      fi
+}
+
+function tar_fluid_inference_lib() {
+    if [[ ${WITH_C_API:-OFF} == "OFF" && ${WITH_INFERENCE:-ON} == "ON" ]] ; then
+        cat <<EOF
+    ========================================
+    Taring fluid inference library ...
+    ========================================
+EOF
         cd ${PADDLE_ROOT}/build
         cp -r fluid_install_dir fluid
         tar -czf fluid.tgz fluid
@@ -673,7 +683,7 @@ function test_fluid_inference_lib() {
     ========================================
 EOF
         cd ${PADDLE_ROOT}/paddle/fluid/inference/api/demo_ci
-        ./run.sh ${PADDLE_ROOT} ${WITH_MKL:-ON} ${WITH_GPU:-OFF}
+        ./run.sh ${PADDLE_ROOT} ${WITH_MKL:-ON} ${WITH_GPU:-OFF} ${INFERENCE_DEMO_INSTALL_DIR}
         ./clean.sh
       fi
 }
@@ -722,6 +732,7 @@ function main() {
       fluid_inference_lib)
         cmake_gen ${PYTHON_ABI:-""}
         gen_fluid_inference_lib
+        tar_fluid_inference_lib
         test_fluid_inference_lib
         ;;
       check_style)