tf.keras.backend.transpose

TensorFlow 2 version View source on GitHub

Transposes a tensor and returns it.

tf.keras.backend.transpose(
    x
)

x Tensor or variable.

A tensor.

Examples:

var = K.variable([[1, 2, 3], [4, 5, 6]])
K.eval(var)
array([[ 1.,  2.,  3.],
       [ 4.,  5.,  6.]], dtype=float32)
var_transposed = K.transpose(var)
K.eval(var_transposed)
array([[ 1.,  4.],
       [ 2.,  5.],
       [ 3.,  6.]], dtype=float32)
 
input = K.placeholder((2, 3))
input
<tf.Tensor 'Placeholder_11:0' shape=(2, 3) dtype=float32>
input_transposed = K.transpose(input)
input_transposed
<tf.Tensor 'transpose_4:0' shape=(3, 2) dtype=float32>