Swap tensor axes in tensorflow

Question

I have a tensor of shape (30,116,10) and I want to swap the first two dimesions, 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 ?

Thanks in advance,

Alexis

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).