Predictive Entropy and Uncertainty

[Liqq1]

Thank you for the great code～I have a theoretical question to ask.
What is the significance of averaging the prediction results for T forward propagation?

This is a classification problem in which uncertainty can be calculated by predictive entropy without T forward propagation.
Since predictive entropy itself can represent uncertainty, I wanted to confirm the significance of averaging over T forward propagations.