如何向这个python代码进行量化?

I am trying to use NumPy and vectorization operations to make a section of code run faster. I appear to have a misunderstanding of how to vectorize this code, however (probably due to an incomplete understanding of vectorization).I am trying to use NumPy and vectorization oper