A Novel Multi-Input AlexNet Prediction Model for Oil and Gas Production

Table 3

Network parameters of the final model.

Layer	Classical AlexNet model		Improved AlexNet model
	Parameter	Step length	Parameter	Step length
Conv1		4		2
Pool1		2		1
Conv2		1		1
Pool2		2		1
Conv3		1		1
Conv4		1		1
Conv5		1		1
Pool5		2		1
FC6	4096	–	100	–
FC7	4096	–	100	–
FC8	1000	–	3	–