tf.shape

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Returns the shape of a tensor.

Aliases:

  • tf.compat.v2.shape
tf.shape(
    input,
    out_type=tf.dtypes.int32,
    name=None
)

This operation returns a 1-D integer tensor representing the shape of input.

For example:

t = tf.constant([[[1, 1, 1], [2, 2, 2]], [[3, 3, 3], [4, 4, 4]]])
tf.shape(t)  # [2, 2, 3]

Args:

  • input: A Tensor or SparseTensor.
  • out_type: (Optional) The specified output type of the operation (int32 or int64). Defaults to tf.int32.
  • name: A name for the operation (optional).

Returns:

A Tensor of type out_type.

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