Table 10 Configuration.

From: XcepFusion for brain tumor detection using a hybrid transfer learning framework with layer pruning and freezing

Configuration

Trainable parameters

Model size (MB)

Training time (per epoch)

Inference time (per image)

Full layer freezing

0 (All layers frozen)

85

~ 45 s

0.021 s

Pruned classification layers

≈ 2.5 M

62

~ 38 s

0.018 s

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