TensorFlow 1 version
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View source on GitHub
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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 | |
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sp_input
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The input SparseTensor.
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out_type
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The dtype to use for serialization.
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name
|
A name prefix for the returned tensors (optional). |
Returns | |
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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
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If sp_input is not a SparseTensor.
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