tf.keras.backend.reshape

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Reshapes a tensor to the specified shape.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.backend.reshape, `tf.compat.v2.keras.backend.reshape`

tf.keras.backend.reshape(
    x, shape
)

Arguments
x	Tensor or variable.
shape	Target shape tuple.

Returns
A tensor.

Example:

a = tf.constant([[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]])
a
<tf.Tensor: id=32, shape=(4, 3), dtype=int32, numpy=
array([[ 1,  2,  3],
       [ 4,  5,  6],
       [ 7,  8,  9],
       [10, 11, 12]], dtype=int32)>
tf.keras.backend.reshape(a, shape=(2, 6))
<tf.Tensor: id=35, shape=(2, 6), dtype=int32, numpy=
array([[ 1,  2,  3,  4,  5,  6],
       [ 7,  8,  9, 10, 11, 12]], dtype=int32)>