TristonC commented on issue #18751:
URL: 
https://github.com/apache/incubator-mxnet/issues/18751#issuecomment-662730136


   After nn.Flatten(), the batch norm is actually performed on a 1xCx1x1 
Tensor, where C is 9408 for the first batch norm layer in tail, and it is 32 
for the second batch morm layer. And then it will have C running means and C 
running vars, which might not be expected. And the BN is done on a single value 
when the batch size is 1.  


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