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Posted to issues@mxnet.apache.org by GitBox <gi...@apache.org> on 2021/02/08 17:01:13 UTC
[GitHub] [incubator-mxnet] DNXie opened a new issue #19859: mxnet.gluon.nn.LeakyReLU outputs NaN when alpha is a large value
DNXie opened a new issue #19859:
URL: https://github.com/apache/incubator-mxnet/issues/19859
## Description
`mxnet.gluon.nn.LeakyReLU` outputs NaN when `alpha` is a large value. Expect a grace exception message if the input is out of range instead of NaN as output.
### Error Message
~~~python
[nan]
<NDArray 1 @cpu(0)>
~~~
## To Reproduce
~~~python
import mxnet
layer = mxnet.gluon.nn.LeakyReLU(alpha=3.40282346638e+38)
layer.initialize()
out=layer(mxnet.nd.zeros((1)))
~~~
## Environment
OS: ubuntu 18.04
Python: 3.7.6
pip: 20.0.2
numpy: 1.18.5
mxnet: 1.6.0
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