numpy - 为什么 Y*=2 比 Y+=Y 快？

Question

问题

为什么 Y*=2 比 Y+=Y 快？

elepased = timeit.timeit(
    stmt="Y*=2; np.add(X, Y, out=X)",
    setup=setup,
    number=iterations
)
elepased / iterations * 1e6 

81.25868347997312

elepased = timeit.timeit(
    stmt="Y+=Y; np.add(X, Y, out=X)",
    setup=setup,
    number=iterations
)
elepased / iterations * 1e6

92.05061321998073

import numpy as np
import timeit

setup = """
import numpy as np

X = np.ones(100000, dtype=np.int)
Y = np.ones(100000, dtype=np.int)
"""
iterations = 100000