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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>