huyangc opened a new issue #9911: The different between rescale_grad on 
optimizer and normalization in loss layer.
URL: https://github.com/apache/incubator-mxnet/issues/9911
 
 
   When I normalization the gradient of the SoftmaxOutput using 
``normalization=valid``, and setting the ``rescale_grad=1/batchsize``, it seems 
like that  the gradient will be rescale twice?  First is using the number of 
valid label and second using the batchsize?

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