Processing math: 100%

network layer

Number of output channels

Structural parameters

quantity of participants

Conv1

112 × 112

7 × 7.64, stride2

9536

Maxplool

56 × 56

3 × 3 maxpool, stride2

0

Conv2

56 × 56

[1×1.643×3.641×1.256]×3

215,808

Conv3

28 × 28

[1×1.1283×3.1281×1.512]×4

1,219,584

Conv4

14 × 14

[1×1.2563×3.2561×1.1024]×6

7,098,368

Downsample

7 × 7

2 × 2.512, stride2

2,097,664

Conv5

7 × 7

[1×1.20487×7.20481×1.512]×3

8,185,728

Avapool

7 × 7

7 × 7 average pool, 512

0

FC

5

1 × 1.512

2565

Total model parameters

18,829,253