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Serialize a SparseTensor into a 3-vector (1-D Tensor) object.
tf.compat.v2.io.serialize_sparse(
sp_input, out_type=tf.dtypes.string, name=None
)
Args | |
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sp_input
|
The input SparseTensor.
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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 serialized
SparseTensor's indices, values, and shape (respectively).
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Raises | |
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TypeError
|
If sp_input is not a SparseTensor.
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