ML Community Day is November 9! Join us for updates from TensorFlow, JAX, and more Learn more

tensorflow:: ops:: SparseDenseCwiseDiv

#include <sparse_ops.h>

Component-wise divides a SparseTensor by a dense Tensor .

Summary

Limitation : this Op only broadcasts the dense side to the sparse side, but not the other direction.

Args:

  • scope: A Scope object
  • sp_indices: 2-D. N x R matrix with the indices of non-empty values in a SparseTensor, possibly not in canonical ordering.
  • sp_values: 1-D. N non-empty values corresponding to sp_indices .
  • sp_shape: 1-D. Shape of the input SparseTensor.
  • dense: R -D. The dense Tensor operand.

Returns:

  • Output : 1-D. The N values that are operated on.

Constructors and Destructors

SparseDenseCwiseDiv (const :: tensorflow::Scope & scope, :: tensorflow::Input sp_indices, :: tensorflow::Input sp_values, :: tensorflow::Input sp_shape, :: tensorflow::Input dense)

Public attributes

operation
output

Public functions

node () const
::tensorflow::Node *
operator::tensorflow::Input () const
operator::tensorflow::Output () const

Public attributes

operation

Operation operation

output

::tensorflow::Output output

Public functions

SparseDenseCwiseDiv

 SparseDenseCwiseDiv(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input sp_indices,
  ::tensorflow::Input sp_values,
  ::tensorflow::Input sp_shape,
  ::tensorflow::Input dense
)

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const