axis - How do I swap tensor's axes in TensorFlow?

Question

I have a tensor of shape (30, 116, 10), and I want to swap the first two dimensions, so that I have a tensor of shape (116, 30, 10)

I saw that numpy as such a function implemented (np.swapaxes) and I searched for something similar in tensorflow but I found nothing.

Do you have any idea?

Answer 1

tf.transpose provides the same functionality as np.swapaxes, although in a more generalized form. In your case, you can do tf.transpose(orig_tensor, [1, 0, 2]) which would be equivalent to np.swapaxes(orig_np_array, 0, 1).