Table 2.

The EfficientNet-B0 layer⁵.

Stage	Operator	Resolution	Channels	Layers
i	${\mathcal{F}}_{\text{i}}$	${\mathcal{H}}_{\text{i}}$ × ${\mathcal{W}}_{\text{i}}$	${\mathcal{C}}_{\text{i}}$	${\mathcal{L}}_{\text{i}}$
1	Conv 3 × 3	224 × 224	32	1
2	MBConv1, k3 × 3	112 × 112	16	1
3	MBConv6, k3 × 3	112 × 112	24	2
4	MBConv6, k5 × 5	56 × 56	40	2
5	MBConv6, k3 × 3	28 × 28	80	3
6	MBConv6, k5 × 5	28 × 28	112	3
7	MBConv6, k5 × 5	14 × 14	192	4
8	MBConv6, k3 × 3	7 × 7	320	1
9	Conv 1 × 1 and pooling and FC	7 × 7	1280	1