Type

Patchsize/Stride

Outputsize

Depth

#1 × 1

#3 × 3 reduce

#3 × 3

#5 × 5 reduce

#5 × 5

Poolproj

Params

Input

224 × 224 × 3

Convolution

7 × 7/2

112 × 112 × 64

1

2.7 K

Max pool

3 × 3/2

56 × 56 × 64

0

Convolution

3 × 3/1

56 × 56 × 192

2

64

192

112 K

Max pool

3 × 3/2

28 × 28 × 192

0

Inception (3a)

28 × 28 × 256

2

64

96

128

16

32

32

159 K

Inception (3b)

28 × 28 × 480

2

128

128

192

32

96

64

380 K

Max pool

3 × 3/2

14 × 14 × 480

0

Inception (4a)

14 × 14 × 512

2

192

96

208

16

48

64

364 K

Inception (4b)

14 × 14 × 512

2

160

112

224

24

64

64

437 K

Inception (4c)

14 × 14 × 512

2

128

128

256

24

64

64

463 K

Inception (4d)

14 × 14 × 528

2

112

114

288

32

64

64

580 K

Inception (4e)

14 × 14 × 832

2

256

160

320

32

128

128

840 K

Max pool

3 × 3/2

7 × 7 × 832

0

Inception (5a)

7 × 7 × 832

2

256

160

320

32

128

128

1072 K

Inception (5a)

7 × 7 × 1024

2

384

192

384

48

128

128

1388 K

Avg pool

7 × 7/1

1 × 1 × 1024

0

Dropout (40%)

1 × 1 × 1024

0

Linear

1 × 1 × 1000

1

1000 K

Softmax

1 × 1 × 1000

0