piiswrong commented on issue #7118: wrong definition of cross entropy in 
make_loss
URL: https://github.com/apache/incubator-mxnet/pull/7118#issuecomment-320078044
 
 
   We use sum for loss to support multi-gpu training.
   To sum over the non-batch axis, mean(x, axis=0, exclude=True)
 
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