tf.raw_ops.SparseDenseCwiseDiv

Component-wise divides a SparseTensor by a dense Tensor.

tf.raw_ops.SparseDenseCwiseDiv(
    sp_indices, sp_values, sp_shape, dense, name=None
)

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

Args:

  • sp_indices: A Tensor of type int64. 2-D. N x R matrix with the indices of non-empty values in a SparseTensor, possibly not in canonical ordering.
  • sp_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. N non-empty values corresponding to sp_indices.
  • sp_shape: A Tensor of type int64. 1-D. Shape of the input SparseTensor.
  • dense: A Tensor. Must have the same type as sp_values. R-D. The dense Tensor operand.
  • name: A name for the operation (optional).

Returns:

A Tensor. Has the same type as sp_values.