tf.signal.ifftshift

View source on GitHub

The inverse of fftshift.

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

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/signal/ifftshift