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tf.keras.backend.transpose

TensorFlow 2 version View source on GitHub

Transposes a tensor and returns it.

Aliases:

tf.keras.backend.transpose(x)

Arguments:

  • x: Tensor or variable.

Returns:

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>