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tf.contrib.framework.with_shape

tf.contrib.framework.with_shape

with_shape(
    expected_shape,
    tensor
)

Defined in tensorflow/contrib/framework/python/framework/tensor_util.py.

See the guide: Framework (contrib)

Asserts tensor has expected shape.

If tensor shape and expected_shape, are fully defined, assert they match. Otherwise, add assert op that will validate the shape when tensor is evaluated, and set shape on tensor.

Args:

  • expected_shape: Expected shape to assert, as a 1D array of ints, or tensor of same.
  • tensor: Tensor whose shape we're validating.

Returns:

tensor, perhaps with a dependent assert operation.

Raises:

  • ValueError: if tensor has an invalid shape.

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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/contrib/framework/with_shape