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

Table 3

VGG16 on Cifar10.

	Network size (M)	Pruned (%)	Test accuracy (%)
Li et al. [31]	21.1	64.0	90.51
Single sample pruning	16.4	72.0	90.89
Multisample pruning (0.4)	21.7	63.0	90.66
Multisample pruning (0.5)	15.1	74.2	89.98
Multisample pruning (0.6)	9.8	83.3	89.70