tf.keras.backend.transpose

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Transposes a tensor and returns it.

View aliases

Compat aliases for migration

See Migration guide for more details.

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>