Small Network for Lightweight Task in Computer Vision: A Pruning Method Based on Feature Representation

Table 4

VGG16 on subdataset of ImageNet.

	Network size (M)	Pruned (%)	Test accuracy (%)
Network slimming (0.6)	19.2	64.4	91.0
Single sample pruning	14.2	73.7	94.0
Multisample pruning (0.6)	25.2	53.3	91.0