tf.signal.ifftshift  |  TensorFlow v2.16.1 (original) (raw)

tf.signal.ifftshift

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The inverse of fftshift.

View aliases

Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.signal.ifftshift

tf.signal.ifftshift(
    x, axes=None, name=None
)

Although identical for even-length x, the functions differ by one sample for odd-length x.

For example:

x = tf.signal.ifftshift([[ 0.,  1.,  2.],[ 3.,  4., -4.],[-3., -2., -1.]])
x.numpy() # array([[ 4., -4.,  3.],[-2., -1., -3.],[ 1.,  2.,  0.]])
Args
x Tensor, input tensor.
axes int or shape tuple Axes over which to calculate. Defaults to None, which shifts all axes.
name An optional name for the operation.
Returns
A Tensor, The shifted tensor.

numpy compatibility

Equivalent to numpy.fft.ifftshift.https://docs.scipy.org/doc/numpy/reference/generated/numpy.fft.ifftshift.html