3 x 3 x 64

3 x 3 x 64

resnet-18

resnet-34

resnet-50

resnet-101

resnet-152

x 2

3 x 3 x 128

3 x 3 x 128

x 2

3 x 3 x 256

3 x 3 x 256

x 2

3 x 3 x 512

3 x 3 x 512

x 2

3 x 3 x 64

3 x 3 x 64

x 3

3 x 3 x 128

3 x 3 x 128

x 4

3 x 3 x 256

3 x 3 x 256

x 6

3 x 3 x 512

3 x 3 x 512

x 3

1 x 1 x 64

3 x 3 x 64

1 x 1 x 256

1 x 1 x 128

3 x 3 x 128

1 x 1 x 512

1 x 1 x 256

3 x 3 x 256

1 x 1 x 1024

1 x 1 x 512

3 x 3 x 512

1 x 1 x 2048

x 3

x 4

x 6

x 3

1 x 1 x 64

3 x 3 x 64

1 x 1 x 256

1 x 1 x 128

3 x 3 x 128

1 x 1 x 512

1 x 1 x 256

3 x 3 x 256

1 x 1 x 1024

1 x 1 x 512

3 x 3 x 512

1 x 1 x 2048

x 3

x 4

x 23

x 3

1 x 1 x 64

3 x 3 x 64

1 x 1 x 256

1 x 1 x 128

3 x 3 x 128

1 x 1 x 512

1 x 1 x 256

3 x 3 x 256

1 x 1 x 1024

1 x 1 x 512

3 x 3 x 512

1 x 1 x 2048

x 3

x 36

x 3

x 8

avg pool + 1000d full connect + softmax

ResNet

ResNet

2019-05-13 01:41:20 0 103
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