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 = 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>