Table 3.

Structural parameters of mental health identification model.

Network layer	Convolution kernel size/stride	Number	Number of outputs/channels	Whether to zero-fill
Conv1	5 × 1/2 × 1	4	1498 × 1/4	N
Concat	—/—	-	1498 × 1/8	-
Conv2	5 × 1/2 × 1	4	747 × 1/4	N
Conv1 × 1	1 × 1/1 × 1	4	747 × 1/4	N
Conv3 × 1	3 × 1/1 × 1	4	747 × 1/4	Y
Conv5 × 1	5 × 1/2 × 1	4	747 × 1/4	Y
Concat	—/—	—/—	747 × 1/12	-
Conv3	3 × 1/1 × 1	4	745 × 1/4	N
PrimaryCap	5 × 1/2 × 1	8	371 × 1/32	N
DigitCaps	—/—	—/—	4/16	-
Length (output)	—/—	—/—	4/—	-