Stage

Block name

Block number

Resolution

Channels

1

Conv3 × 3

1

224 × 224

32

2

MBConv, k3 × 3

1

112 × 112

16

3

MBConv, k3 × 3

2

112 × 112

24

4

MBConv, k5 × 5

2

56 × 56

40

5

MBConv, k3 × 3

3

28 × 28

80

6

MBConv, k5 × 5

3

14 × 14

112

7

MBConv, k5 × 5

4

14 × 14

192

8

MBConv, k3 × 3

1

7 × 7

320

9

Conv1 × 1 & Pooling & FC

1

7 × 7

1280