Troubleshooting Deep Neural Networks A Field Guide to Fixing Your Model Why? When I started in deep learning, I felt frustrated that I was spending most of my time debugging instead of the "fun" stuff. (Later, I discovered that debugging never goes away, and the best practitioners still spend most of their time on it.) As I learned more and began helping others train models, I realized that much o