TPUReplicateMetadata

public final class TPUReplicateMetadata

Metadata indicating how the TPU computation should be replicated.

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

class TPUReplicateMetadata.Options Optional attributes for TPUReplicateMetadata

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

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