Fault Line Selection Method Based on Transfer Learning Depthwise Separable Convolutional Neural Network

Table 4

Comparison of CNN and DSNN parameters.

Convolutional layer	Number of channels	CNN parameter amount	DSCNN parameter amount
1	32	1108	155	0.14
2	64	18496	2400	0.13
3	128	73856	8896	0.12
4	128	147584	17664	0.12