Table 1.

EffcientNet baseline model architecture

$stag{e}_i$	$F_i$	$H_i\times W_i$	C i	$L_i$
1	Conv 3$\times$3	224$\times$224	32	1
2	MBConv1, k3$\times$3	112$\times$112	16	1
3	MBConv6, k3$\times$3	112$\times$112	24	2
4	MBConv6, k5$\times$5	56$\times$56	40	2
5	MBConv6, k3$\times$3	28$\times$28	80	3
6	MBConv6, k5$\times$5	14$\times$14	112	3
7	MBConv6, k5$\times$5	14$\times$14	192	4
8	MBConv6, k3$\times$3	7$\times$7	320	1
9	Conv 1$\times$1 & Pooling & FC	7$\times$7	1,280	1