kevinthesun commented on issue #7946: Defining Residual Convolution Structures 
in Block from gluon Module
URL: 
https://github.com/apache/incubator-mxnet/issues/7946#issuecomment-331552624
 
 
   You will need bath size axis for it to work. A single image can be of shape 
(1, 3, 32, 32).
 
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