wkcn edited a comment on issue #11897: why fixed_param_names in module have no use URL: https://github.com/apache/incubator-mxnet/issues/11897#issuecomment-408294553 @lmmcc It seems that the parameters' name in *.param files may not match that of the models. When you fine-tune the model or check the difference between *.param files, the parameters are re-initiallized. I remember that the random seed is fixed in MXNet, so the parameters are the same. You can try to add the parameter `allow_missing = False` in `model.fit`
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