Cpruce commented on issue #12669: Dropout output shape not the same as input 
shape
URL: 
https://github.com/apache/incubator-mxnet/issues/12669#issuecomment-424857072
 
 
   @indhub pointed out that infer_shape runs through the entire network up to 
that point with "data=" in this case being the network input. going to try 
debugging further tonight as I'm hitting another shape issue

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