What is the reason for idle time in tensorflow session?

hello everyone,
I am working on real time image processing project and i give 32 images on a batch to deep learning model at all time. Sometimes when i am tracking the tensorflow session, i am seeing processing space.
For instance;

what is the reason of this ? Can I shorten this time?