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 = []`.

Public Methods

static <T extends Number, U> ResourceScatterAdd
create(Scope scope, Operand<?> resource, Operand<T> indices, Operand<U> updates)
Factory method to create a class wrapping a new ResourceScatterAdd operation.

Inherited Methods

Public Methods

public static ResourceScatterAdd create (Scope scope, Operand<?> resource, Operand<T> indices, Operand<U> updates)

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

Parameters
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`.
Returns
  • a new instance of ResourceScatterAdd