larroy edited a comment on issue #14421: Updating mxnet from 1.0.0, networks give different outputs URL: https://github.com/apache/incubator-mxnet/issues/14421#issuecomment-502293801 I think this is the correct behaviour for global average pooling. I don't see why you would want to use global average pooling with the buggy behaviour. After looking into this, I would suggest to close this issue. Also per the documentation using global pooling with reset the kernel size to the full image. Also padding is not considered with using global pooling.
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