tf.keras.backend.transpose

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Transposes a tensor and returns it.

Aliases:

  • tf.compat.v1.keras.backend.transpose
  • tf.compat.v2.keras.backend.transpose
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>

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