A Multifault Diagnosis Method of Gear Box Running on Edge Equipment

Table 1

Network structure parameters.

Layers	Output size	Parameter
Conv2d	(None, 78, 78, 32)	320
Activation (ReLU)	(None, 78, 78, 32)	0
max_pooling2d	(None, 39, 39, 32)	0
Conv2d_1	(None, 37, 37, 64)	18, 496
Activation_1 (ReLU)	(None, 37, 37, 64)	0
max_pooling2d_1	(None, 18, 18, 64)	0
Conv2d_2	(None, 16, 16, 128)	73, 856
Activation_2 (ReLU)	(None, 16, 16, 128)	0
max_pooling2d_2	(None, 8, 8, 128)	0
Flatten	(None, 8192)	0
Dense	(None, 256)	2, 097, 408
Activation_3 (ReLU)	(None, 256)	0
Dropout	(None, 256) dropout = 0.5	0
Dense_1	(None, 32)	8, 224