tf.io.serialize_sparse

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).

A 3-vector (1-D Tensor), with each column representing the serialized SparseTensor's indices, values, and shape (respectively).

TypeError If sp_input is not a SparseTensor.

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Last updated 2024-04-26 UTC.