Class ConfigProto.Experimental

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.ConfigProto.Experimental

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, ConfigProto.ExperimentalOrBuilder

Enclosing class:

ConfigProto

public static final class ConfigProto.Experimental
extends GeneratedMessageV3
implements ConfigProto.ExperimentalOrBuilder

Everything inside Experimental is subject to change and is not subject
to API stability guarantees in
https://www.tensorflow.org/guide/version_compat.

Protobuf type tensorflow.ConfigProto.Experimental

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	ConfigProto.Experimental.Builder	Everything inside Experimental is subject to change and is not subject to API stability guarantees in https://www.tensorflow.org/guide/version_compat.
static enum	ConfigProto.Experimental.MlirBridgeRollout	An enum that describes the state of the MLIR bridge rollout.

Nested classes/interfaces inherited from class GeneratedMessageV3

GeneratedMessageV3.BuilderParent, GeneratedMessageV3.ExtendableBuilder<MessageType, BuilderType>, GeneratedMessageV3.ExtendableMessage<MessageType>, GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType>, GeneratedMessageV3.FieldAccessorTable, GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class AbstractMessageLite

AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static final int	BACKEND_SERVER_PORT_FIELD_NUMBER
static final int	COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER
static final int	COLLECTIVE_GROUP_LEADER_FIELD_NUMBER
static final int	COLLECTIVE_NCCL_FIELD_NUMBER
static final int	COORDINATION_CONFIG_FIELD_NUMBER
static final int	DISABLE_EAGER_EXECUTOR_STREAMING_ENQUEUE_FIELD_NUMBER
static final int	DISABLE_FUNCTIONAL_OPS_LOWERING_FIELD_NUMBER
static final int	DISABLE_OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER
static final int	DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER
static final int	DISABLE_THREAD_SPINNING_FIELD_NUMBER
static final int	ENABLE_MLIR_BRIDGE_FIELD_NUMBER
static final int	ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER
static final int	ENABLE_MULTI_HOST_FIELD_NUMBER
static final int	EXECUTOR_TYPE_FIELD_NUMBER
static final int	MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER
static final int	OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER
static final int	RECV_BUF_MAX_CHUNK_FIELD_NUMBER
static final int	SESSION_METADATA_FIELD_NUMBER
static final int	SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER
static final int	SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER
static final int	STREAM_MERGE_THRESHOLD_FIELD_NUMBER
static final int	TARGET_GPU_FIELD_NUMBER
static final int	TARGET_TPU_FIELD_NUMBER
static final int	TFRT_USE_IFRT_FIELD_NUMBER
static final int	USE_NUMA_AFFINITY_FIELD_NUMBER
static final int	USE_TFRT_FIELD_NUMBER
static final int	XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER
static final int	XLA_PREFER_SINGLE_GRAPH_CLUSTER_FIELD_NUMBER

Fields inherited from class GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class AbstractMessage

memoizedSize

Fields inherited from class AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
int	getBackendServerPort()	Port for the Pathways server.
boolean	getCollectiveDeterministicSequentialExecution()	If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances.
String	getCollectiveGroupLeader()	Task name for group resolution.
ByteString	getCollectiveGroupLeaderBytes()	Task name for group resolution.
boolean	getCollectiveNccl()	If true, use NCCL for CollectiveOps.
CoordinationConfig.CoordinationServiceConfig	getCoordinationConfig()	Distributed coordination service configurations.
CoordinationConfig.CoordinationServiceConfigOrBuilder	getCoordinationConfigOrBuilder()	Distributed coordination service configurations.
static ConfigProto.Experimental	getDefaultInstance()
ConfigProto.Experimental	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
boolean	getDisableEagerExecutorStreamingEnqueue()	Whether eager remote execution will stream all the function calls or allow them to happen in parallel.
boolean	getDisableFunctionalOpsLowering()	Whether functional control flow op lowering should be disabled.
boolean	getDisableOptimizeForStaticGraph()	If true, the session will treat the graph as being non-static for optimization purposes.
boolean	getDisableOutputPartitionGraphs()	If true, the session will not store an additional copy of the graph for each subgraph.
boolean	getDisableThreadSpinning()	If using a direct session, disable spinning while waiting for work in the thread pool.
boolean	getEnableMlirBridge()	Whether to enable the MLIR-based TF->XLA bridge.
boolean	getEnableMlirGraphOptimization()	Whether to enable the MLIR-based Graph optimizations.
boolean	getEnableMultiHost()	If true, use Pathways with TFRT API for multi host support.
String	getExecutorType()	Which executor to use, the default executor will be used if it is an empty string or "DEFAULT"
ByteString	getExecutorTypeBytes()	Which executor to use, the default executor will be used if it is an empty string or "DEFAULT"
ConfigProto.Experimental.MlirBridgeRollout	getMlirBridgeRollout()	Whether to enable the MLIR-based TF->XLA bridge.
int	getMlirBridgeRolloutValue()	Whether to enable the MLIR-based TF->XLA bridge.
boolean	getOptimizeForStaticGraph()	If true, the session may treat the graph as being static for optimization purposes.
Parser<ConfigProto.Experimental>	getParserForType()
int	getRecvBufMaxChunk()	Guidance to formatting of large RecvBuf fields for transfer.
int	getSerializedSize()
SessionMetadata	getSessionMetadata()	Metadata about the session.
SessionMetadataOrBuilder	getSessionMetadataOrBuilder()	Metadata about the session.
boolean	getShareClusterDevicesInSession()	This was promoted to a non-experimental API.
boolean	getShareSessionStateInClusterspecPropagation()	In the following, session state means the value of a variable, elements in a hash table, or any other resource, accessible by worker sessions held by a TF server.
int	getStreamMergeThreshold()	The threshold to merge small streams in TFRT.
boolean	getTargetGpu()	If true, TFRT will use GPU specific compiler passes and perform GPU specific initialization.
boolean	getTargetTpu()	If true, TFRT will use TPU specific compiler passes and perform TPU specific initialization.
boolean	getTfrtUseIfrt()	If true, use ifrt as the backend for TFRT.
final UnknownFieldSet	getUnknownFields()
boolean	getUseNumaAffinity()	If true, and supported by the platform, the runtime will attempt to use NUMA affinity where applicable.
boolean	getUseTfrt()	Whether runtime execution uses TFRT.
long	getXlaFusionAutotunerThresh()	Minimum number of batches run through the XLA graph before XLA fusion autotuner is enabled.
boolean	getXlaPreferSingleGraphCluster()	Provides a hint to XLA auto clustering to prefer forming a single large cluster that encompases most of the graph.
boolean	hasCoordinationConfig()	Distributed coordination service configurations.
int	hashCode()
boolean	hasSessionMetadata()	Metadata about the session.
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static ConfigProto.Experimental.Builder	newBuilder()
static ConfigProto.Experimental.Builder	newBuilder(ConfigProto.Experimental prototype)
ConfigProto.Experimental.Builder	newBuilderForType()
protected ConfigProto.Experimental.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static ConfigProto.Experimental	parseDelimitedFrom(InputStream input)
static ConfigProto.Experimental	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static ConfigProto.Experimental	parseFrom(byte[] data)
static ConfigProto.Experimental	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static ConfigProto.Experimental	parseFrom(ByteString data)
static ConfigProto.Experimental	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static ConfigProto.Experimental	parseFrom(CodedInputStream input)
static ConfigProto.Experimental	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static ConfigProto.Experimental	parseFrom(InputStream input)
static ConfigProto.Experimental	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static ConfigProto.Experimental	parseFrom(ByteBuffer data)
static ConfigProto.Experimental	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<ConfigProto.Experimental>	parser()
ConfigProto.Experimental.Builder	toBuilder()
void	writeTo(CodedOutputStream output)

Methods inherited from class GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

Field Details

COLLECTIVE_GROUP_LEADER_FIELD_NUMBER

public static final int COLLECTIVE_GROUP_LEADER_FIELD_NUMBER

See Also:

• Constant Field Values

EXECUTOR_TYPE_FIELD_NUMBER

public static final int EXECUTOR_TYPE_FIELD_NUMBER

See Also:

• Constant Field Values

RECV_BUF_MAX_CHUNK_FIELD_NUMBER

public static final int RECV_BUF_MAX_CHUNK_FIELD_NUMBER

See Also:

• Constant Field Values

USE_NUMA_AFFINITY_FIELD_NUMBER

public static final int USE_NUMA_AFFINITY_FIELD_NUMBER

See Also:

• Constant Field Values

COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER

public static final int COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER

See Also:

• Constant Field Values

COLLECTIVE_NCCL_FIELD_NUMBER

public static final int COLLECTIVE_NCCL_FIELD_NUMBER

See Also:

• Constant Field Values

SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER

public static final int SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER

See Also:

• Constant Field Values

DISABLE_THREAD_SPINNING_FIELD_NUMBER

public static final int DISABLE_THREAD_SPINNING_FIELD_NUMBER

See Also:

• Constant Field Values

SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER

public static final int SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER

See Also:

• Constant Field Values

SESSION_METADATA_FIELD_NUMBER

public static final int SESSION_METADATA_FIELD_NUMBER

See Also:

• Constant Field Values

OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER

public static final int OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER

See Also:

• Constant Field Values

ENABLE_MLIR_BRIDGE_FIELD_NUMBER

public static final int ENABLE_MLIR_BRIDGE_FIELD_NUMBER

See Also:

• Constant Field Values

MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER

public static final int MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER

See Also:

• Constant Field Values

ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER

public static final int ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER

See Also:

• Constant Field Values

DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER

public static final int DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER

See Also:

• Constant Field Values

XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER

public static final int XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER

See Also:

• Constant Field Values

USE_TFRT_FIELD_NUMBER

public static final int USE_TFRT_FIELD_NUMBER

See Also:

• Constant Field Values

ENABLE_MULTI_HOST_FIELD_NUMBER

public static final int ENABLE_MULTI_HOST_FIELD_NUMBER

See Also:

• Constant Field Values

TFRT_USE_IFRT_FIELD_NUMBER

public static final int TFRT_USE_IFRT_FIELD_NUMBER

See Also:

• Constant Field Values

BACKEND_SERVER_PORT_FIELD_NUMBER

public static final int BACKEND_SERVER_PORT_FIELD_NUMBER

See Also:

• Constant Field Values

TARGET_TPU_FIELD_NUMBER

public static final int TARGET_TPU_FIELD_NUMBER

See Also:

• Constant Field Values

TARGET_GPU_FIELD_NUMBER

public static final int TARGET_GPU_FIELD_NUMBER

See Also:

• Constant Field Values

STREAM_MERGE_THRESHOLD_FIELD_NUMBER

public static final int STREAM_MERGE_THRESHOLD_FIELD_NUMBER

See Also:

• Constant Field Values

DISABLE_FUNCTIONAL_OPS_LOWERING_FIELD_NUMBER

public static final int DISABLE_FUNCTIONAL_OPS_LOWERING_FIELD_NUMBER

See Also:

• Constant Field Values

XLA_PREFER_SINGLE_GRAPH_CLUSTER_FIELD_NUMBER

public static final int XLA_PREFER_SINGLE_GRAPH_CLUSTER_FIELD_NUMBER

See Also:

• Constant Field Values

COORDINATION_CONFIG_FIELD_NUMBER

public static final int COORDINATION_CONFIG_FIELD_NUMBER

See Also:

• Constant Field Values

DISABLE_OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER

public static final int DISABLE_OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER

See Also:

• Constant Field Values

DISABLE_EAGER_EXECUTOR_STREAMING_ENQUEUE_FIELD_NUMBER

public static final int DISABLE_EAGER_EXECUTOR_STREAMING_ENQUEUE_FIELD_NUMBER

See Also:

• Constant Field Values

Method Details

newInstance

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class GeneratedMessageV3

getUnknownFields

public final UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface MessageOrBuilder

Overrides:

getUnknownFields in class GeneratedMessageV3

getDescriptor

public static final Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class GeneratedMessageV3

getCollectiveGroupLeader

public String getCollectiveGroupLeader()

Task name for group resolution.

string collective_group_leader = 1;

Specified by:

getCollectiveGroupLeader in interface ConfigProto.ExperimentalOrBuilder

Returns:

The collectiveGroupLeader.

getCollectiveGroupLeaderBytes

public ByteString getCollectiveGroupLeaderBytes()

Task name for group resolution.

string collective_group_leader = 1;

Specified by:

getCollectiveGroupLeaderBytes in interface ConfigProto.ExperimentalOrBuilder

Returns:

The bytes for collectiveGroupLeader.

getExecutorType

public String getExecutorType()

Which executor to use, the default executor will be used
if it is an empty string or "DEFAULT"

string executor_type = 3;

Specified by:

getExecutorType in interface ConfigProto.ExperimentalOrBuilder

Returns:

The executorType.

getExecutorTypeBytes

public ByteString getExecutorTypeBytes()

Which executor to use, the default executor will be used
if it is an empty string or "DEFAULT"

string executor_type = 3;

Specified by:

getExecutorTypeBytes in interface ConfigProto.ExperimentalOrBuilder

Returns:

The bytes for executorType.

getRecvBufMaxChunk

public int getRecvBufMaxChunk()

Guidance to formatting of large RecvBuf fields for transfer.
Any positive value sets the max chunk size.  0 defaults to 4096.
Any negative value indicates no max, i.e. one chunk only.

int32 recv_buf_max_chunk = 4;

Specified by:

getRecvBufMaxChunk in interface ConfigProto.ExperimentalOrBuilder

Returns:

The recvBufMaxChunk.

getUseNumaAffinity

public boolean getUseNumaAffinity()

If true, and supported by the platform, the runtime will attempt to
use NUMA affinity where applicable.  One consequence will be the
existence of as many CPU devices as there are available NUMA nodes.

bool use_numa_affinity = 5;

Specified by:

getUseNumaAffinity in interface ConfigProto.ExperimentalOrBuilder

Returns:

The useNumaAffinity.

getCollectiveDeterministicSequentialExecution

public boolean getCollectiveDeterministicSequentialExecution()

If true, make collective op execution order sequential and deterministic
for potentially concurrent collective instances.

bool collective_deterministic_sequential_execution = 6;

Specified by:

getCollectiveDeterministicSequentialExecution in interface ConfigProto.ExperimentalOrBuilder

Returns:

The collectiveDeterministicSequentialExecution.

getCollectiveNccl

public boolean getCollectiveNccl()

If true, use NCCL for CollectiveOps.  This feature is highly
experimental.

bool collective_nccl = 7;

Specified by:

getCollectiveNccl in interface ConfigProto.ExperimentalOrBuilder

Returns:

The collectiveNccl.

getShareSessionStateInClusterspecPropagation

public boolean getShareSessionStateInClusterspecPropagation()

In the following, session state means the value of a variable, elements
in a hash table, or any other resource, accessible by worker sessions
held by a TF server.
When ClusterSpec propagation is enabled, the value of
isolate_session_state is ignored when deciding whether to share session
states in a TF server (for backwards compatibility reasons).
- If share_session_state_in_clusterspec_propagation is true, the session
states are shared.
- If share_session_state_in_clusterspec_propagation is false, session
states are isolated.
When clusterspec propagation is not used, the value of
share_session_state_in_clusterspec_propagation is ignored when deciding
whether to share session states in a TF server.
- If isolate_session_state is true, session states are isolated.
- If isolate_session_state is false, session states are shared.
TODO(b/129330037): Add a single API that consistently treats
isolate_session_state and ClusterSpec propagation.

bool share_session_state_in_clusterspec_propagation = 8;

Specified by:

getShareSessionStateInClusterspecPropagation in interface ConfigProto.ExperimentalOrBuilder

Returns:

The shareSessionStateInClusterspecPropagation.

getDisableThreadSpinning

public boolean getDisableThreadSpinning()

If using a direct session, disable spinning while waiting for work in
the thread pool. This may result in higher latency for completing ops,
but in the case where there is a lot of spinning may result in lower
CPU usage.

bool disable_thread_spinning = 9;

Specified by:

getDisableThreadSpinning in interface ConfigProto.ExperimentalOrBuilder

Returns:

The disableThreadSpinning.

getShareClusterDevicesInSession

public boolean getShareClusterDevicesInSession()

This was promoted to a non-experimental API. Please use
ConfigProto.share_cluster_devices_in_session instead.

bool share_cluster_devices_in_session = 10;

Specified by:

getShareClusterDevicesInSession in interface ConfigProto.ExperimentalOrBuilder

Returns:

The shareClusterDevicesInSession.

hasSessionMetadata

public boolean hasSessionMetadata()

Metadata about the session.
If set, this can be used by the runtime and the Ops for debugging,
monitoring, etc.
NOTE: This is currently used and propagated only by the direct session
and EagerContext.

.tensorflow.SessionMetadata session_metadata = 11;

Specified by:

hasSessionMetadata in interface ConfigProto.ExperimentalOrBuilder

Returns:

Whether the sessionMetadata field is set.

getSessionMetadata

public SessionMetadata getSessionMetadata()

Metadata about the session.
If set, this can be used by the runtime and the Ops for debugging,
monitoring, etc.
NOTE: This is currently used and propagated only by the direct session
and EagerContext.

.tensorflow.SessionMetadata session_metadata = 11;

Specified by:

getSessionMetadata in interface ConfigProto.ExperimentalOrBuilder

Returns:

The sessionMetadata.

getSessionMetadataOrBuilder

public SessionMetadataOrBuilder getSessionMetadataOrBuilder()

Metadata about the session.
If set, this can be used by the runtime and the Ops for debugging,
monitoring, etc.
NOTE: This is currently used and propagated only by the direct session
and EagerContext.

.tensorflow.SessionMetadata session_metadata = 11;

Specified by:

getSessionMetadataOrBuilder in interface ConfigProto.ExperimentalOrBuilder

getOptimizeForStaticGraph

public boolean getOptimizeForStaticGraph()

If true, the session may treat the graph as being static for optimization
purposes.
If this option is set to true when a session is created, the full
GraphDef must be passed in a single call to Session::Create(), and
Session::Extend() may not be supported.

bool optimize_for_static_graph = 12;

Specified by:

getOptimizeForStaticGraph in interface ConfigProto.ExperimentalOrBuilder

Returns:

The optimizeForStaticGraph.

getEnableMlirBridge

public boolean getEnableMlirBridge()

Whether to enable the MLIR-based TF->XLA bridge. This is only used if set
to true. Default value or false is ignored. Use mlir_bridge_rollout for
finer control.
If this option is set to true when a session is created, MLIR is used to
perform the set of graph transformations to put the graph in a form that
can be executed with delegation of some computations to an accelerator.
This builds on the model of XLA where a subset of the graph is
encapsulated and attached to a "compile" operation, whose result is fed
to an "execute" operation. The kernel for these operations is responsible
to lower the encapsulated graph to a particular device.

bool enable_mlir_bridge = 13;

Specified by:

getEnableMlirBridge in interface ConfigProto.ExperimentalOrBuilder

Returns:

The enableMlirBridge.

getMlirBridgeRolloutValue

public int getMlirBridgeRolloutValue()

Whether to enable the MLIR-based TF->XLA bridge.

.tensorflow.ConfigProto.Experimental.MlirBridgeRollout mlir_bridge_rollout = 17;

Specified by:

getMlirBridgeRolloutValue in interface ConfigProto.ExperimentalOrBuilder

Returns:

The enum numeric value on the wire for mlirBridgeRollout.

getMlirBridgeRollout

public ConfigProto.Experimental.MlirBridgeRollout getMlirBridgeRollout()

Whether to enable the MLIR-based TF->XLA bridge.

.tensorflow.ConfigProto.Experimental.MlirBridgeRollout mlir_bridge_rollout = 17;

Specified by:

getMlirBridgeRollout in interface ConfigProto.ExperimentalOrBuilder

Returns:

The mlirBridgeRollout.

getEnableMlirGraphOptimization

public boolean getEnableMlirGraphOptimization()

Whether to enable the MLIR-based Graph optimizations.
This will become a part of standard Tensorflow graph optimization
pipeline, currently this is only used for gradual migration and testing
new passes that are replacing existing optimizations in Grappler.

bool enable_mlir_graph_optimization = 16;

Specified by:

getEnableMlirGraphOptimization in interface ConfigProto.ExperimentalOrBuilder

Returns:

The enableMlirGraphOptimization.

getDisableOutputPartitionGraphs

public boolean getDisableOutputPartitionGraphs()

If true, the session will not store an additional copy of the graph for
each subgraph.
If this option is set to true when a session is created, the
`RunOptions.output_partition_graphs` options must not be set.

bool disable_output_partition_graphs = 14;

Specified by:

getDisableOutputPartitionGraphs in interface ConfigProto.ExperimentalOrBuilder

Returns:

The disableOutputPartitionGraphs.

getXlaFusionAutotunerThresh

public long getXlaFusionAutotunerThresh()

Minimum number of batches run through the XLA graph before XLA fusion
autotuner is enabled. Default value of zero disables the autotuner.
The XLA fusion autotuner can improve performance by executing a heuristic
search on the compiler parameters.

int64 xla_fusion_autotuner_thresh = 15;

Specified by:

getXlaFusionAutotunerThresh in interface ConfigProto.ExperimentalOrBuilder

Returns:

The xlaFusionAutotunerThresh.

getUseTfrt

public boolean getUseTfrt()

Whether runtime execution uses TFRT.

bool use_tfrt = 18;

Specified by:

getUseTfrt in interface ConfigProto.ExperimentalOrBuilder

Returns:

The useTfrt.

getEnableMultiHost

public boolean getEnableMultiHost()

If true, use Pathways with TFRT API for multi host support.

bool enable_multi_host = 27;

Specified by:

getEnableMultiHost in interface ConfigProto.ExperimentalOrBuilder

Returns:

The enableMultiHost.

getTfrtUseIfrt

public boolean getTfrtUseIfrt()

If true, use ifrt as the backend for TFRT. This is only used when
`use_tfrt` is true.

bool tfrt_use_ifrt = 32;

Specified by:

getTfrtUseIfrt in interface ConfigProto.ExperimentalOrBuilder

Returns:

The tfrtUseIfrt.

getBackendServerPort

public int getBackendServerPort()

Port for the Pathways server. Ignored if enable_multi_host=false.

int32 backend_server_port = 28;

Specified by:

getBackendServerPort in interface ConfigProto.ExperimentalOrBuilder

Returns:

The backendServerPort.

getTargetTpu

public boolean getTargetTpu()

If true, TFRT will use TPU specific compiler passes and perform TPU
specific initialization.

bool target_tpu = 29;

Specified by:

getTargetTpu in interface ConfigProto.ExperimentalOrBuilder

Returns:

The targetTpu.

getTargetGpu

public boolean getTargetGpu()

If true, TFRT will use GPU specific compiler passes and perform GPU
specific initialization.

bool target_gpu = 30;

Specified by:

getTargetGpu in interface ConfigProto.ExperimentalOrBuilder

Returns:

The targetGpu.

getStreamMergeThreshold

public int getStreamMergeThreshold()

The threshold to merge small streams in TFRT. The stream with cost
smaller than the threshold will be merged. Setting it to value 1
disables all merges.

int32 stream_merge_threshold = 31;

Specified by:

getStreamMergeThreshold in interface ConfigProto.ExperimentalOrBuilder

Returns:

The streamMergeThreshold.

getDisableFunctionalOpsLowering

public boolean getDisableFunctionalOpsLowering()

Whether functional control flow op lowering should be disabled. This is
useful when executing within a portable runtime where control flow op
kernels may not be loaded due to selective registration.

bool disable_functional_ops_lowering = 21;

Specified by:

getDisableFunctionalOpsLowering in interface ConfigProto.ExperimentalOrBuilder

Returns:

The disableFunctionalOpsLowering.

getXlaPreferSingleGraphCluster

public boolean getXlaPreferSingleGraphCluster()

Provides a hint to XLA auto clustering to prefer forming a single large
cluster that encompases most of the graph.

bool xla_prefer_single_graph_cluster = 22;

Specified by:

getXlaPreferSingleGraphCluster in interface ConfigProto.ExperimentalOrBuilder

Returns:

The xlaPreferSingleGraphCluster.

hasCoordinationConfig

public boolean hasCoordinationConfig()

Distributed coordination service configurations.

.tensorflow.CoordinationServiceConfig coordination_config = 23;

Specified by:

hasCoordinationConfig in interface ConfigProto.ExperimentalOrBuilder

Returns:

Whether the coordinationConfig field is set.

getCoordinationConfig

public CoordinationConfig.CoordinationServiceConfig getCoordinationConfig()

Distributed coordination service configurations.

.tensorflow.CoordinationServiceConfig coordination_config = 23;

Specified by:

getCoordinationConfig in interface ConfigProto.ExperimentalOrBuilder

Returns:

The coordinationConfig.

getCoordinationConfigOrBuilder

public CoordinationConfig.CoordinationServiceConfigOrBuilder getCoordinationConfigOrBuilder()

Distributed coordination service configurations.

.tensorflow.CoordinationServiceConfig coordination_config = 23;

Specified by:

getCoordinationConfigOrBuilder in interface ConfigProto.ExperimentalOrBuilder

getDisableOptimizeForStaticGraph

public boolean getDisableOptimizeForStaticGraph()

If true, the session will treat the graph as being non-static for
optimization purposes.
If this option is set to true when a session is created, the full
GraphDef will be retained to enable calls to Session::Extend().
Calling Extend() without setting this flag will result in errors.
This option is meant to replace `optimize_for_static_graph` and it
aims to negate its value.

bool disable_optimize_for_static_graph = 24;

Specified by:

getDisableOptimizeForStaticGraph in interface ConfigProto.ExperimentalOrBuilder

Returns:

The disableOptimizeForStaticGraph.

getDisableEagerExecutorStreamingEnqueue

public boolean getDisableEagerExecutorStreamingEnqueue()

Whether eager remote execution will stream all the function calls or
allow them to happen in parallel. When true, streaming execution is
disabled, and parallel execution is allowed.

bool disable_eager_executor_streaming_enqueue = 26;

Specified by:

getDisableEagerExecutorStreamingEnqueue in interface ConfigProto.ExperimentalOrBuilder

Returns:

The disableEagerExecutorStreamingEnqueue.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface MessageLiteOrBuilder

Overrides:

isInitialized in class GeneratedMessageV3

writeTo

public void writeTo(CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface MessageLite

Overrides:

writeTo in class GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface MessageLite

Overrides:

getSerializedSize in class GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface Message

Overrides:

equals in class AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface Message

Overrides:

hashCode in class AbstractMessage

parseFrom

public static ConfigProto.Experimental parseFrom(ByteBuffer data)
                                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static ConfigProto.Experimental parseFrom(ByteBuffer data,
 ExtensionRegistryLite extensionRegistry)
                                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static ConfigProto.Experimental parseFrom(ByteString data)
                                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static ConfigProto.Experimental parseFrom(ByteString data,
 ExtensionRegistryLite extensionRegistry)
                                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static ConfigProto.Experimental parseFrom(byte[] data)
                                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static ConfigProto.Experimental parseFrom(byte[] data,
 ExtensionRegistryLite extensionRegistry)
                                          throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static ConfigProto.Experimental parseFrom(InputStream input)
                                          throws IOException

Throws:

IOException

parseFrom

public static ConfigProto.Experimental parseFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                                          throws IOException

Throws:

IOException

parseDelimitedFrom

public static ConfigProto.Experimental parseDelimitedFrom(InputStream input)
                                                   throws IOException

Throws:

IOException

parseDelimitedFrom

public static ConfigProto.Experimental parseDelimitedFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                                                   throws IOException

Throws:

IOException

parseFrom

public static ConfigProto.Experimental parseFrom(CodedInputStream input)
                                          throws IOException

Throws:

IOException

parseFrom

public static ConfigProto.Experimental parseFrom(CodedInputStream input,
 ExtensionRegistryLite extensionRegistry)
                                          throws IOException

Throws:

IOException

newBuilderForType

public ConfigProto.Experimental.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static ConfigProto.Experimental.Builder newBuilder()

newBuilder

public static ConfigProto.Experimental.Builder newBuilder(ConfigProto.Experimental prototype)

toBuilder

public ConfigProto.Experimental.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected ConfigProto.Experimental.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static ConfigProto.Experimental getDefaultInstance()

parser

public static Parser<ConfigProto.Experimental> parser()

getParserForType

public Parser<ConfigProto.Experimental> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public ConfigProto.Experimental getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder