sxjscience commented on issue #10041: Reduce operators do not support axis=None
URL: 
https://github.com/apache/incubator-mxnet/issues/10041#issuecomment-378098968
 
 
   `None` should represent "empty-axis" and should perform a global reduction. 
It's very common in numpy.

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