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tf.keras.backend.transpose

TensorFlow 1 version View source on GitHub

Transposes a tensor and returns it.

tf.keras.backend.transpose(
    x
)

Arguments:

  • x: Tensor or variable.

Returns:

A tensor.

Examples:

var = tf.keras.backend.variable([[1, 2, 3], [4, 5, 6]]) 
tf.keras.backend.eval(var) 
array([[1.,  2.,  3.], 
       [4.,  5.,  6.]], dtype=float32) 
var_transposed = tf.keras.backend.transpose(var) 
tf.keras.backend.eval(var_transposed) 
array([[1.,  4.], 
       [2.,  5.], 
       [3.,  6.]], dtype=float32) 
input = tf.keras.backend.placeholder((2, 3)) 
input 
<tf.Tensor 'Placeholder_...' shape=(2, 3) dtype=float32> 
input_transposed = tf.keras.backend.transpose(input) 
input_transposed 
<tf.Tensor 'transpose_...' shape=(3, 2) dtype=float32>