tf.contrib.framework.with_shape(expected_shape, tensor)
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.
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.Defined in tensorflow/contrib/framework/python/framework/tensor_util.py
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Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/contrib/framework/with_shape