Table 2 Summary model configurations for Teacher, Student model, and Distiller.

From: Knowledge distillation-based lightweight MobileNet model for diabetic retinopathy classification

Parameter

Values

Input Shape

512x512

Batch Size

8

Initial Learning Rate

0.0001

Optimizer

Adam

Alpha \(\alpha\) for Distiller

0.5

Temperature \(T\) for Distiller

10