tf.raw_ops.ResourceScatterUpdate

Assigns sparse updates to the variable referenced by resource.

tf.raw_ops.ResourceScatterUpdate(
    resource, indices, updates, name=None
)

This operation computes

# Scalar indices
ref[indices, ...] = updates[...]

# Vector indices (for each i)
ref[indices[i], ...] = updates[i, ...]

# High rank indices (for each i, ..., j)
ref[indices[i, ..., j], ...] = updates[i, ..., j, ...]

Args:

  • resource: A Tensor of type resource. Should be from a Variable node.
  • indices: A Tensor. Must be one of the following types: int32, int64. A tensor of indices into the first dimension of ref.
  • updates: A Tensor. A tensor of updated values to add to ref.
  • name: A name for the operation (optional).

Returns:

The created Operation.