Backport PR #39795 on branch 1.2.x (fix benchmark failure with numpy 1.20+)#39842

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Commits on Feb 16, 2021

Backport PR #39795: fix benchmark failure with numpy 1.20+

simonjayhawkins
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meeseeksmachine
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