tf.contrib.framework.nest.flatten_with_tuple_paths
Returns a list of (tuple_path, leaf_element) tuples.
tf.contrib.framework.nest.flatten_with_tuple_paths(
structure, expand_composites=False
)
The order of pairs produced matches that of nest.flatten. This allows you to flatten a nested structure while keeping information about where in the structure each data element was located. See nest.yield_flat_paths for more information about tuple paths.
| Args | |
|---|---|
structure |
the nested structure to flatten. |
expand_composites |
If true, then composite tensors such as tf.SparseTensor and tf.RaggedTensor are expanded into their component tensors. |
| Returns | |
|---|---|
A list of (tuple_path, leaf_element) tuples. Each tuple_path is a tuple of indices and/or dictionary keys that uniquely specify the path to leaf_element within structure. |
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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/versions/r1.15/api_docs/python/tf/contrib/framework/nest/flatten_with_tuple_paths