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tf.sparse.retain

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Retains specified non-empty values within a SparseTensor.

For example, if sp_input has shape [4, 5] and 4 non-empty string values:

[0, 1]: a
[0, 3]: b
[2, 0]: c
[3, 1]: d

and to_retain = [True, False, False, True], then the output will be a SparseTensor of shape [4, 5] with 2 non-empty values:

[0, 1]: a
[3, 1]: d
Args
sp_input The input SparseTensor with N non-empty elements.
to_retain A bool vector of length N with M true values.
Returns
A SparseTensor with the same shape as the input and M non-empty elements corresponding to the true positions in to_retain.
Raises
TypeError If sp_input is not a SparseTensor.

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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/sparse/retain