We need to use diff commands to to do this. First lets get list of all containers.
docker ps -a -q
This will list all docker containers available. Before we can delete, we need to stop them.
To stop all running containers, use
docker stop $(docker ps -q)
To delete all containers, run
docker rm $(docker ps -a -q)