Debugging Tensorflow Today, I am going to explore different ways to debug Tensorflow which can be a bit cumbersome at times. However, there are a few good possibilities that I know of to get more insight into the inner workings of Tensorflow. It’s a little more complicated than regular debugging like say in PyTorch where you can use an IDE like PyCharm and simply set breakpoints in your code to stop and inspect what’s going on.