Table 6.

The detailed pruning results of each layer for AlexNet on CIFAR10.

Layer	# Original W	# Remained W	Pruned W %
Conv1	672	505	24.85
Conv2	38,464	27,586	28.28
Conv3	55,392	35,514	35.89
Conv4	83,040	36,918	55.54
Conv5	55,360	40,389	27.04
Linear1	4,195,328	38,709	99.08
Linear2	1,049,600	6876	99.34
Linear3	10,250	5623	45.15
Total	5,488,106	192,120	96.57