The failure might be related to a bug that has been hidden in MXNet for long time. The subgraph API just might just expose the bug in the CI. I observed that the state of a stateful operator cannot be destructed in threaded engine (naive engine is fine). I suggest we fix that bug instead of reverting the subgraph API PR to see the effect.
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