wonghang commented on issue #8658: mxnet random seed does not work for mx.init.Xavier on both CPU and GPU URL: https://github.com/apache/incubator-mxnet/issues/8658#issuecomment-344501280 I understand why mxnet went wrong: I am using python3 and hash randomization is enabled: In mxnet/python/mxnet/module/module.py attrs = self._symbol.attr_dict() for name, arr in self._arg_params.items(): desc = InitDesc(name, attrs.get(name, None)) _impl(desc, arr, arg_params) for name, arr in self._aux_params.items(): desc = InitDesc(name, attrs.get(name, None)) _impl(desc, arr, aux_params) should be replaced by: attrs = self._symbol.attr_dict() **for name, arr in sorted(self._arg_params.items()):** desc = InitDesc(name, attrs.get(name, None)) _impl(desc, arr, arg_params) **for name, arr in sorted(self._aux_params.items()):** desc = InitDesc(name, attrs.get(name, None)) _impl(desc, arr, aux_params)
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