jeremiedb commented on issue #1546: predict returning the same value for all observations URL: https://github.com/apache/incubator-mxnet/issues/1546#issuecomment-357421801 Sorry it's hard to provide to tell whether it's more of a modeling issue or a bug with mxnet itself without a reproducible error. What version of Mxnet do you use? There has been bug with the initializer for a short-period of time around Oct-Nov 17. If you can train a toy model like MNIST, then it's not an initializer issue. If you want to perform 2 classes classification, I'd recommend to start from a pre-trained model like in the cat-dog fine tune link above rather than from a vanilla model.
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