Table 1.

The detailed parameters of proposed model.

Block	Residual	Sublayers	Stride	Padding	Output Size
Stem	×	9 × 9 conv, 3 × 3 maxpool	2, 2	4, 1	16 × 56 × 56
IMBConv	√	1 × 1 conv, 3 × 3 dwconv, 1 × 1 conv	1, 1, 1	0, 1, 0	16 × 56 × 56
SDL	×	9 × 9 conv	2	4	32 × 28 × 28
IMBConv	√	1 × 1 conv, 3 × 3 dwconv, 1 × 1 conv	1, 1, 1	0, 1, 0	32 × 28 × 28
SDL	×	9 × 9 conv	2	4	64 × 14 × 14
IMBConv	√	1 × 1 conv, 3 × 3 dwconv, 1 × 1 conv	1, 1, 1	0, 1, 0	64 × 14 × 14
SDL	×	9 × 9 conv	2	4	128 × 7 × 7
IMBConv	√	1 × 1 conv, 3 × 3 dwconv, 1 × 1 conv	1, 1, 1	0, 1, 0	128 × 7 × 7
AvgPool	×	avgpool	-	-	128 × 1 × 1
Classifier	×	fc(128, 8), sigmoid	-	-	8