whenever possible, avoid explicit for-loops. np.dot(x,y), np.exp(x) ...
Vectorization 时间更短更高效,以 a
和 b
的矩阵乘法为例:
import numpy as np
import time
a = np.random.rand(10000000)
b = np.random.rand(10000000)
## vectorized version -------------------------------
tic &#