tf.raw_ops.SparseTensorDenseAdd

Adds up a SparseTensor and a dense Tensor, producing a dense Tensor.

tf.raw_ops.SparseTensorDenseAdd(
    a_indices, a_values, a_shape, b, name=None
)

This Op does not require a_indices be sorted in standard lexicographic order.

Args:

  • a_indices: A Tensor. Must be one of the following types: int32, int64. 2-D. The indices of the SparseTensor, with shape [nnz, ndims].
  • a_values: A Tensor. Must be one of the following types: float32, float64, int32, uint8, int16, int8, complex64, int64, qint8, quint8, qint32, bfloat16, uint16, complex128, half, uint32, uint64. 1-D. The values of the SparseTensor, with shape [nnz].
  • a_shape: A Tensor. Must have the same type as a_indices. 1-D. The shape of the SparseTensor, with shape [ndims].
  • b: A Tensor. Must have the same type as a_values. ndims-D Tensor. With shape a_shape.
  • name: A name for the operation (optional).

Returns:

A Tensor. Has the same type as a_values.