The docker run -it invokes the bash shell in the container where TensorFlow is installed. Once you are at the root@2e87064f0743 :/# prompt, you can start the TensorFlow interactive session by running ipython , as shown in the following example:
$ docker run -it b.gcr.io/tensorflow/tensorflow root@2e87064f0743 :/
source share