I\'m using TensorBoard to visualize network metrics and graph.
I create a session sess = tf.InteractiveSession() and build the graph in Jupyter notebook
sess = tf.InteractiveSession()
This problem occurs to hold multiple graphs its not a problem if you want to solve this use:
tf.reset_default_graph()