TristonC commented on issue #19852:
URL: 
https://github.com/apache/incubator-mxnet/issues/19852#issuecomment-774373100


   @DNXie It runs into numerical overflow for your case as entries in your 
ndarry are 'big' in terms of float32 representation. You may need to perform 
mathematical treatment for the input before doing the InstanceNorm, such as 
dividing every element by its max entry.  


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