Question 6: (10 points) You observe the following during tra…

Question 6: (10 points) You observe the following during training: Scenario 1: Training loss: 0.05 (very low)Validation loss: 0.45 (high)Training accuracy: 98%Validation accuracy: 75%  Scenario 2: Training loss: 0.35 (moderate)Validation loss: 0.38 (similar)Training accuracy: 82%Validation accuracy: 80%  Answer the following questions: (2 points) For each scenario, diagnose the problem (underfitting, overfitting, or appropriate fit), and justify.  (4 points) For each scenario, suggest specific architectural or training modifications to improve performance. (4 points) For each scenario, would you add or remove layers? Increase or decrease layer width? Add or remove regularization?