Your question is Numerical Stability in Training. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain the numerical stability challenges in training deep neural networks and how you would mitigate them.