How do I swap tensor's axes in TensorFlow?

荒凉一梦 提交于 2019-12-17 18:17:23

问题


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?


回答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).



来源:https://stackoverflow.com/questions/38212205/how-do-i-swap-tensors-axes-in-tensorflow

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