I also have had this error, and indeed the system was quite busy. I killed a few other tasks and freed up ~10GB of memory, and the sqrt finished without issue.
I'm not saying 10GB is needed; I don't recall what size task I was running, for one thing. But I'm pretty sure Chris is right and you were merely out of memory.
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