Your question is Quantization vs Pruning for Real Time. 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).
When would you choose quantization over pruning for optimizing a real-time production model?