larroy edited a comment on issue #11865: attach_grad of intermediate variables causes the gradient graph to be lost URL: https://github.com/apache/incubator-mxnet/issues/11865#issuecomment-516269237 Unfortunately this is how it's implemented. Why do you want to attach grad to output again? detach is not the cause, as far as I understand the code.
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