diff --git a/docker/centos/binary/base/Dockerfile b/docker/centos/binary/base/Dockerfile
index 60f56aee39..d9c8d48e6d 100644
--- a/docker/centos/binary/base/Dockerfile
+++ b/docker/centos/binary/base/Dockerfile
@@ -72,6 +72,7 @@ RUN yum install -y \
         python-oslo-config \
         python-oslo-messaging \
         python-oslo-rootwrap \
+        python-oslo-policy \
         python-paramiko \
         python-passlib \
         python-paste-deploy \
diff --git a/docker/centos/binary/heat/heat-base/Dockerfile b/docker/centos/binary/heat/heat-base/Dockerfile
index 7321ca8a63..ebe9fa15c2 100755
--- a/docker/centos/binary/heat/heat-base/Dockerfile
+++ b/docker/centos/binary/heat/heat-base/Dockerfile
@@ -1,7 +1,5 @@
 FROM %%KOLLA_NAMESPACE%%/%%KOLLA_PREFIX%%base:%%KOLLA_TAG%%
 MAINTAINER Kolla Project (https://launchpad.net/kolla)
 
-RUN yum -y install python-oslo-policy && yum clean all
-
 RUN mkdir -p /opt/kolla
 COPY config-heat.sh /opt/kolla/config-heat.sh
diff --git a/docker/centos/binary/neutron/neutron-base/Dockerfile b/docker/centos/binary/neutron/neutron-base/Dockerfile
index edc8679f61..106068a21e 100644
--- a/docker/centos/binary/neutron/neutron-base/Dockerfile
+++ b/docker/centos/binary/neutron/neutron-base/Dockerfile
@@ -4,7 +4,6 @@ MAINTAINER Kolla Project (https://launchpad.net/kolla)
 RUN yum -y install openstack-neutron \
                    openstack-neutron-ml2 \
                    python-neutron-client \
-                   python-oslo-policy \
-    && yum clean all
+                   && yum clean all
 
 COPY config-neutron.sh config-sudoers.sh /opt/kolla/