Table 4.

Evaluation results of pruned models.

Channel Prune	Layer Prune	Keep Channel	mAP	Volume(MB)	FPS
0	0	1	93.6	245.8	43
0.5	0	0.01	90.8	63.1	53
0.8	0	0.01	86.3	13.9	65
0.9	0	0.01	64.1	6.61	79
0	8	1	90.7	212.8	47
0	12	1	90.3	199.1	51
0.5	12	0.1	90.8	52.9	64
0.8	8	0.1	90.5	15.1	69
0.8	8	0.01	83.6	10.9	71
0.8	12	0.1	78.4	9.9	75
0.9	8	0.01	66.5	7.4	77
0.9	8	0.1	68.3	7.9	76