ReplicateMetadata

public final class ReplicateMetadata

Metadata indicating how the TPU computation should be replicated.

This operation holds the metadata common to operations of a `tpu.replicate()` computation subgraph.

class ReplicateMetadata.Options Optional attributes for ReplicateMetadata

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

static ReplicateMetadata.Options	allowSoftPlacement(Boolean allowSoftPlacement)
static ReplicateMetadata.Options	computationShape(List<Long> computationShape)
static ReplicateMetadata	create(Scope scope, Long numReplicas, Options... options) Factory method to create a class wrapping a new ReplicateMetadata operation.
static ReplicateMetadata.Options	deviceAssignment(List<Long> deviceAssignment)
static ReplicateMetadata.Options	hostComputeCore(List<String> hostComputeCore)
static ReplicateMetadata.Options	numCoresPerReplica(Long numCoresPerReplica)
static ReplicateMetadata.Options	paddingMap(List<String> paddingMap)
static ReplicateMetadata.Options	stepMarkerLocation(String stepMarkerLocation)
static ReplicateMetadata.Options	topology(String topology)
static ReplicateMetadata.Options	useSpmdForXlaPartitioning(Boolean useSpmdForXlaPartitioning)
static ReplicateMetadata.Options	useTpu(Boolean useTpu)

From class org.tensorflow.op.RawOp

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

From class java.lang.Object

From interface org.tensorflow.op.Op

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: "TPUReplicateMetadata"

computationShape	DEPRECATED. Use num_cores_per_replica instead.

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

scope	current scope
numReplicas	Number of replicas of the computation
options	carries optional attributes values

deviceAssignment	The assignment of devices for the computation.

numCoresPerReplica	Number of cores per replica. Used for model parallelism.

topology	TopologyProto indicating the topology of the TPU pod slice.

useTpu	Whether to place the computation on the TPU.