Serialize a SparseTensor into a 3-vector (1-D Tensor) object.
tf.compat.v1.serialize_sparse(
sp_input,
name=None,
out_type=tf.dtypes.string
)
| Args | |
|---|---|
sp_input | The input SparseTensor. |
name | A name prefix for the returned tensors (optional). |
out_type | The dtype to use for serialization. |
| Returns | |
|---|---|
A 3-vector (1-D Tensor), with each column representing the serialized SparseTensor's indices, values, and shape (respectively). |
| Raises | |
|---|---|
TypeError | If sp_input is not a SparseTensor. |
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Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/compat/v1/serialize_sparse