Table 13 Comparison of Teacher and Student Model Computational Complexity.

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

Metric

Teacher Model

Student Model (Proposed Model)

Computational Complexity (FLOPs)

1557.14 MFLOPS

1018.73 MFLOPS

Model Disk Size

3.92 MB

0.30 MB

RAM Usage

3.67 MB

0.21 MB