dwSun commented on issue #9614: MobileNetV2
URL: https://github.com/apache/incubator-mxnet/pull/9614#issuecomment-365812147
 
 
   for reference, this is the struct I am using:
   ```
   input shape     stride  output shape
   # conv2d
   224x224x3       2       112x112x32
   
   # bottleneck
   112x112x32      1       112x112x16
   
   # bottleneck
   112x112x16      2       56x56x24
   56x56x24        1       56x56x24
   
   # bottleneck
   56x56x24        2       28x28x32
   28x28x32        1       28x28x32
   28x28x32        1       28x28x32
   
   # bottleneck
   28x28x32        1       28x28x64
   28x28x64        1       28x28x64
   28x28x64        1       28x28x64
   28x28x64        1       28x28x64
   
   # bottleneck
   28x28x64        2       14x14x96
   14x14x96        1       14x14x96
   14x14x96        1       14x14x96
   
   # bottleneck
   14x14x96        2       7x7x160
   7x7x160         1       7x7x160
   7x7x160         1       7x7x160
   
   # bottleneck
   7x7x160         1       7x7x320
   
   # conv2d
   7x7x320         1       7x7x1280
   
   # avgpool
   7x7x1280        _       1x1x1280
   
   # the output
   1x1x1280        _       1x1xk
   
   ```

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