tf.io.serialize_sparse | TensorFlow v2.16.1 (original) (raw)
tf.io.serialize_sparse
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Serialize a SparseTensor into a 3-vector (1-D Tensor) object.
tf.io.serialize_sparse(
sp_input,
out_type=tf.dtypes.string,
name=None
)
| Args | |
|---|---|
| sp_input | The input SparseTensor. |
| out_type | The dtype to use for serialization. |
| name | A name prefix for the returned tensors (optional). |
| Returns |
|---|
| A 3-vector (1-D Tensor), with each column representing the serializedSparseTensor's indices, values, and shape (respectively). |
| Raises | |
|---|---|
| TypeError | If sp_input is not a SparseTensor. |
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Last updated 2024-04-26 UTC.