Table 6.

The detailed training parameters for the two models.

Network Model	Training Parameter
	Learning Rate	Maximum Iteration Times	Dropout	Weight Attenuation	Batch Size	Optimization Algorithm	Test Interval
ToolWearnet	10−3	103	0.2	5 × 10−4	128	SGD	6
VGGNet-16	10−3	103	0.2	5 × 10−4	128	SGD	6