ResourceScatterAdd

public final class ResourceScatterAdd

Adds sparse updates to the variable referenced by `resource`.

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, ...]

Duplicate entries are handled correctly: if multiple `indices` reference the same location, their contributions add.

Requires `updates.shape = indices.shape + ref.shape[1:]` or `updates.shape = []`.

String OP_NAME The name of this op, as known by TensorFlow core engine

static ResourceScatterAdd

create(Scope scope, Operand<?> resource, Operand<? extends TNumber> indices, Operand<? extends TType> updates)

Factory method to create a class wrapping a new ResourceScatterAdd operation.

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `Operation`.
final String	toString()

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

Constants

The name of this op, as known by TensorFlow core engine

Constant Value: "ResourceScatterAdd"

Factory method to create a class wrapping a new ResourceScatterAdd operation.

scope	current scope
resource	Should be from a `Variable` node.
indices	A tensor of indices into the first dimension of `ref`.
updates	A tensor of updated values to add to `ref`.