Input

Operator

Exp size

#out

SE

NL

s

224² × 3

conv2d

-

16

-

HS

2

112² × 16

bneck, 3 × 3

16

16

-

RE

1

112² × 16

bneck, 3 × 3

64

24

-

RE

2

56² × 24

bneck, 3 × 3

72

24

-

RE

1

56² × 24

bneck, 5 × 5

72

40

√

RE

2

28² × 40

bneck, 5 × 5

120

40

√

RE

1

28² × 40

bneck, 5 × 5

120

40

√

RE

1

28² × 40

bneck, 3 × 3

240

80

-

HS

2

14² × 80

bneck, 3 × 3

200

80

-

HS

1

14² × 80

bneck, 3 × 3

184

80

-

HS

1

14² × 80

bneck, 3 × 3

184

80

-

HS

1

14² × 80

bneck, 3 × 3

480

112

√

HS

1

14² × 112

bneck, 3 × 3

672

112

√

HS

1

14² × 112

bneck, 5 × 5

672

160

√

HS

2

7² × 160

bneck, 5 × 5

960

160

√

HS

1

7² × 160

bneck, 5 × 5

960

160

√

HS

1

7² × 160

conv2d 1 × 1

-

960

-

HS

1

7² × 960

pool, 7 × 7

-

-

-

-

1

1² × 960

conv2d 1 × 1, NBN

-

1280

-

HS

1

1² × 1280

conv2d 1 × 1, NBN

-

k

-

-

1