tf.raw_ops.SparseMatrixAdd

Sparse addition of two CSR matrices, C = alpha * A + beta * B.

tf.raw_ops.SparseMatrixAdd(
    a, b, alpha, beta, name=None
)

The gradients of SparseMatrixAdd outputs with respect to alpha and beta are not currently defined (TensorFlow will return zeros for these entries).

Args:

  • a: A Tensor of type variant. A CSRSparseMatrix.
  • b: A Tensor of type variant. A CSRSparseMatrix.
  • alpha: A Tensor. Must be one of the following types: float32, float64, complex64, complex128. A constant scalar.
  • beta: A Tensor. Must have the same type as alpha. A constant scalar.
  • name: A name for the operation (optional).

Returns:

A Tensor of type variant.