Unable to run ros gui tools after docker pulling an image

I Made a docker image from scratch, installing the necessary ros packages as well. After I compile and run the container, I am able to run ros gui tools like rviz and gazebo. But after I ros pull the same image on another device and run the image, whenever I try to run any ros gui, I get a QXCb Connection Error.  I have installed ROS Kinetic inside the image.