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並前往https://scipy-user.scipy.narkive.com/F6jiOCLh/speed-differences-in-sqrt-calculation-what-is-good-to-know

Speed differences in sqrt calculation: what is good to know

the best way is to call the math version of sqrt() function. The. It is expected for numpy/scipy functions to be much slower than python *for scalar*.

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