scale = 1 / (self.dim_head ** 0.5) does the same as scale = 1 / math.sqrt(math.sqrt(self.dim_head))
therefore we do not need to import math here and safe some.
Recommended: Import libraries only when you need them: This will reduce the number of times that the interpreter needs to load the library's code.