有关einsum,两指定的维度进行相乘,没指定就求和。
python X = np.array([[[1, 5], [2, 6]], [[3, 7], [4, 8]]]) A = np.array([[1, 2], [3, 4], [5, 6]]) >>> X array([[[1, 5], [2, 6]], [[3, 7], [4, 8]]]) >>> A array([[1, 2], [3, 4], [5, 6]]) >>> X.shape (2, 2, 2) >>> A.shape (3, 2) >>> Y = np.einsum('kij, lk -> lij', X, A) >>> Y.shape (3, 2, 2) >>> Y array([[[ 7, 19], [10, 22]], [[15, 43], [22, 50]], [[23, 67], [34, 78]]])
计算过程如下

图片转不过来凑活看吧
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