Table 4.

ResNet101 on CIFAR100-2.

Pruning iteration	Params (M)	FLOPS (M)	Pruned ratio (%)		Val. acc. (%)
			Params	FLOPS
Baseline	42.71	2523.36	—	—	71.94
1	14.72	901.45	65.53	64.28	72.53
2	7.77	464.26	81.80	81.60	72.43
3	5.36	298.31	87.45	88.19	71.21
4	4.30	222.70	89.93	91.17	69.38

The bold values mean that the best optimized network is obtained at the 3rd iteration.