sxjscience opened a new issue #18617:
URL: https://github.com/apache/incubator-mxnet/issues/18617


   For example, some losses won't support setting `batch_axis`, e.g.:
   
https://github.com/apache/incubator-mxnet/blob/4b86c32832a994e76b97dfc58c8a672db87e721d/python/mxnet/gluon/loss.py#L299-L302
   
   Also, there are cases like HuberLoss that hasn’t supported numpy: 
https://github.com/apache/incubator-mxnet/blob/4b86c32832a994e76b97dfc58c8a672db87e721d/python/mxnet/gluon/loss.py#L604-L610
   
   For the HuberLoss, it is tracked in 
https://github.com/apache/incubator-mxnet/pull/18603. However, there are more 
loss functions that do not support numpy.
   
   @yzhliu @szha @leezu  I mark this as 2.0 because we may keep the loss layers.


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