Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

ResourceScatterUpdate

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public final class ResourceScatterUpdate

Assigns 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, ...]

Public Methods

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

Inherited Methods

Public Methods

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

Factory method to create a class wrapping a new ResourceScatterUpdate 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 ResourceScatterUpdate