| Layers | Output Size | ShuffleNet-4 | ShuffleNet-10 |
|---|---|---|---|
| Conv1.x | 56X48 | [3x3,64]conv,stride=2 | [3x3,64]conv,stride=2 |
| Conv2.x | 28X24 | [1x1,128]conv Channel Shuffle [3x3,128]conv,stride=2 [1x1,128]conv |
[1x1,128]conv Channel Shuffle [3x3,128]conv,stride=2 [1x1,128]conv [1x1,128]conv Channel Shuffle [3x3,128]conv [1x1,128]conv |
| Conv3.x | 14X12 | [1x1,256]conv Channel Shuffle [3x3,256]conv,stride=2 [1x1,256]conv |
[1x1,256]conv Channel Shuffle [3x3,256]conv,stride=2 [1x1,256]conv [1x1,256]conv Channel Shuffle [3x3,256]conv [1x1,256]conv [1x1,256]conv Channel Shuffle [3x3,256]conv [1x1,256]conv |
| Conv4.x | 7X6 | [3x3,512]conv,stride=2 | [3x3,512]conv,stride=2 |
| fc | 7X6 | 512 | 512 |
architecture2
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