SerializeSparse

tensorflow C++ API

tensorflow::ops::SerializeSparse

Serialize a SparseTensor into a string 3-vector (1-D Tensor) object.

Summary

Arguments:

• scope: A Scope object
• sparse_indices: 2-D. The indices of the SparseTensor.
• sparse_values: 1-D. The values of the SparseTensor.
• sparse_shape: 1-D. The shape of the SparseTensor.

Returns:

• Output: The serialized_sparse tensor.

SerializeSparse block

Source link : https://github.com/EXPNUNI/enuSpaceTensorflow/blob/master/enuSpaceTensorflow/tf_sparse.cpp

Argument:

• Scope scope : A Scope object (A scope is generated automatically each page. A scope is not connected.)
• Input sparse_indices: connect Input node.
• Input sparse_values: connect Input node.
• Input sparse_shape: connect Input node.

Return:

• Output output: Output object of SerializeSparse class object.

Result:

• std::vector(Tensor) product_result : Returned object of executed result by calling session.

Using Method