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OpenACC is the standard though, not the actual compiler they're using?

It seems that they implemented an OpenACC 2.0 compatible complier and named it Sunway OpenACC.

Ah thanks. That gives something to google for, I guess it's based on ROSE compiler. https://twitter.com/jameslinsjtu/status/745438135790632960