How to debug neural networks. Manual. – Hacker Noon

Debugging neural networks can be a tough job even for field expert. Millions of parameters stuck together where even one small change can break all your hard work. Without debugging and visualization all your actions is popping a coin, and what worse it eating your time. Here i gather practices that will help you find problems earlier. Try to overfit your model with small dataset General you neural net should overfit your data in a few hundreds of iterations.