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tf.keras.backend.reshape

TensorFlow 1 version View source on GitHub

Reshapes a tensor to the specified shape.

Aliases:

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)>