diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index a6720fa798ec5cf60a8806a7f72fe6febaf4f7ac..dbb73f7a27ac815ecfeee2efcc09bb2cafb8395e 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -440,11 +440,29 @@ EOF
         ctest --output-on-failure -j $1
         # make install should also be test when unittest
         make install -j 8
-        pip install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
+        if [ "$1" == "cp27-cp27m" ]; then
+            pip install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
+        elif [ "$1" == "cp35-cp35m" ]; then
+            pip3.5 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
+        elif [ "$1" == "cp36-cp36m" ]; then
+            pip3.6 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
+        elif [ "$1" == "cp37-cp37m" ]; then
+            pip3.7 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
+        fi
+
         if [[ ${WITH_FLUID_ONLY:-OFF} == "OFF" ]] ; then
             paddle version
         fi
-        pip uninstall -y paddlepaddle
+
+        if [ "$1" == "cp27-cp27m" ]; then
+            pip uninstall -y paddlepaddle
+        elif [ "$1" == "cp35-cp35m" ]; then
+            pip3.5 uninstall -y paddlepaddle
+        elif [ "$1" == "cp36-cp36m" ]; then
+            pip3.6 uninstall -y paddlepaddle
+        elif [ "$1" == "cp37-cp37m" ]; then
+            pip3.7 uninstall -y paddlepaddle
+        fi
     fi
 }