SparseTensorDenseAdd

tensorflow C++ API

tensorflow::ops::SparseTensorDenseAdd

Adds up aSparseTensorand a denseTensor, producing a denseTensor.

Summary

This Op does not requirea_indicesbe sorted in standard lexicographic order.

Arguments:

• scope: AScopeobject
• a_indices: 2-D. Theindicesof theSparseTensor, with shape[nnz, ndims].
• a_values: 1-D. Thevaluesof theSparseTensor, with shape[nnz].
• a_shape: 1-D. Theshapeof theSparseTensor, with shape[ndims].
• b:ndims-DTensor. With shapea_shape.

Returns:

• Output: The output tensor.

SparseTensorDenseAdd 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 a_indices: connect Input node.
• Input a_values: connect Input node.
• Input a_shape: connect Input node.
• Input b: connect Input node.

Return:

• Output output_indices: Output object of SparseTensorDenseAdd class object.

Result:

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

Using Method