@sxjscience once you've fixed this, could you submit a PR to 1.3.x as well? Currently the branch build is broken due to the `test_operator_gpu.test_order` test: http://jenkins.mxnet-ci.amazon-ml.com/blue/organizations/jenkins/incubator-mxnet/detail/v1.3.x/40/pipeline
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