mazeltovlee commented on issue #20947:
URL: 
https://github.com/apache/incubator-mxnet/issues/20947#issuecomment-1063832341


   I also find giving the LeakyReLU `NaN` will also trigger inconsistency: 
given NaN, LeakyReLU in GPU mode will output NaN while it outputs 0 in CPU 
mode. I seems that, given a NaN input, the expected behavior should be NaN 
instead of 0. But for the -inf input, the expected behavior should be 0 instead 
of NaN?


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