mxnet.np.transpose

transpose(a, axes=None)

Permute the dimensions of an array.

Parameters

  • a (ndarray) – Input array.

  • axes (list of ints, optional) – By default, reverse the dimensions, otherwise permute the axes according to the values given.

Returns

  • p (ndarray) – a with its axes permuted.

  • .. note:: – This function differs from the original numpy.transpose in the following way(s):

    • only ndarray is accepted as valid input, python iterables are not supported

    • the operator always returns an ndarray that does not share the memory with the input

Examples

>>> x = np.arange(4).reshape((2,2))
>>> x
array([[0., 1.],
       [2., 3.]])
>>> np.transpose(x)
array([[0., 2.],
       [1., 3.]])
>>> x = np.ones((1, 2, 3))
>>> np.transpose(x, (1, 0, 2)).shape
(2, 1, 3)