Error: did not detect an –insecure-registry argument on the Docker daemon

When installing OpenShift and Docker using

[root@localhost ~]# yum install origin-clients
...

We received the following error when trying to start the oc cluster

[root@localhost ~]# oc cluster up
Starting OpenShift using openshift/origin:v3.6.1 ...
Pulling image openshift/origin:v3.6.1
Pulled 1/4 layers, 26% complete
Pulled 2/4 layers, 83% complete
Pulled 3/4 layers, 89% complete
Pulled 4/4 layers, 100% complete
Extracting
Image pull complete
-- Checking OpenShift client ... OK
-- Checking Docker client ... OK
-- Checking Docker version ... OK
-- Checking for existing OpenShift container ... OK
-- Checking for openshift/origin:v3.6.1 image ...
   Pulling image openshift/origin:v3.6.1
   Pulled 1/4 layers, 26% complete
   Pulled 2/4 layers, 83% complete
   Pulled 3/4 layers, 89% complete
   Pulled 4/4 layers, 100% complete
   Extracting
   Image pull complete
-- Checking Docker daemon configuration ... FAIL
   Error: did not detect an --insecure-registry argument on the Docker daemon
   Solution:

     Ensure that the Docker daemon is running with the following argument:
        --insecure-registry 172.30.0.0/16

To resolve this we needed to update the following file /etc/sysconfig/docker

# Modify these options if you want to change the way the docker daemon runs
OPTIONS='--selinux-enabled --log-driver=journald --signature-verification=false --insecure-registry 172.30.0.0/16'

Now stop and start docker

[root@localhost ~]# systemctl stop docker
[root@localhost ~]# systemctl start docker

And try to restart the oc cluster

[root@localhost ~]# oc cluster up
Starting OpenShift using openshift/origin:v3.6.1 ...
OpenShift server started.

The server is accessible via web console at:
    https://127.0.0.1:8443

You are logged in as:
    User:     developer
    Password: 

To login as administrator: