ConfigProto.Experimental

classe finale statique publique ConfigProto.Experimental

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

Classes imbriquées

classe 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. 
énumération ConfigProto.Experimental.MlirBridgeRollout
 An enum that describes the state of the MLIR bridge rollout. 

Constantes

int COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER
int COLLECTIVE_GROUP_LEADER_FIELD_NUMBER
int COLLECTIVE_NCCL_FIELD_NUMBER
int DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER
int DISABLE_THREAD_SPINNING_FIELD_NUMBER
int ENABLE_MLIR_BRIDGE_FIELD_NUMBER
int ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER
int EXECUTOR_TYPE_FIELD_NUMBER
int MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER
int OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER
int RECV_BUF_MAX_CHUNK_FIELD_NUMBER
int SESSION_METADATA_FIELD_NUMBER
int SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER
int SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER
int USE_NUMA_AFFINITY_FIELD_NUMBER
int XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER

Méthodes publiques

booléen
est égal (Obj objet)
booléen
getCollectiveDeterministicSequentialExecution ()
 If true, make collective op execution order sequential and deterministic
 for potentially concurrent collective instances.
Chaîne
getCollectiveGroupLeader ()
 Task name for group resolution.
com.google.protobuf.ByteString
getCollectiveGroupLeaderBytes ()
 Task name for group resolution.
booléen
getCollectiveNccl ()
 If true, use NCCL for CollectiveOps.
statique ConfigProto.Experimental
getDefaultInstance ()
ConfigProto.Expérimental
getDefaultInstanceForType ()
final statique com.google.protobuf.Descriptors.Descriptor
getDescripteur ()
booléen
getDisableOutputPartitionGraphs ()
 If true, the session will not store an additional copy of the graph for
 each subgraph.
booléen
getDisableThreadSpinning ()
 If using a direct session, disable spinning while waiting for work in
 the thread pool.
booléen
getEnableMlirBridge ()
 This field will eventually be deprecated and replaced by
 mlir_bridge_rollout (b/166038521).
booléen
getEnableMlirGraphOptimization ()
 Whether to enable the MLIR-based Graph optimizations.
Chaîne
getExecutorType ()
 Which executor to use, the default executor will be used
 if it is an empty string or "DEFAULT"
string executor_type = 3;
com.google.protobuf.ByteString
getExecutorTypeBytes ()
 Which executor to use, the default executor will be used
 if it is an empty string or "DEFAULT"
string executor_type = 3;
ConfigProto.Experimental.MlirBridgeRollout
getMlirBridgeRollout ()
 This field is underdevelopment, for now use enable_mlir_bridge
 (b/166038521).
int
getMlirBridgeRolloutValue ()
 This field is underdevelopment, for now use enable_mlir_bridge
 (b/166038521).
booléen
getOptimizeForStaticGraph ()
 If true, the session may treat the graph as being static for optimization
 purposes.
getParserForType ()
int
getRecvBufMaxChunk ()
 Guidance to formatting of large RecvBuf fields for transfer.
int
getSerializedSize ()
Métadonnées de session
getSessionMetadata ()
 Metadata about the session.
SessionMetadataOrBuilder
getSessionMetadataOrBuilder ()
 Metadata about the session.
booléen
getShareClusterDevicesInSession ()
 This was promoted to a non-experimental API.
booléen
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.
final com.google.protobuf.UnknownFieldSet
getUnknownFields ()
booléen
getUseNumaAffinity ()
 If true, and supported by the platform, the runtime will attempt to
 use NUMA affinity where applicable.
long
getXlaFusionAutotunerThresh ()
 Minimum number of batches run through the XLA graph before XLA fusion
 autotuner is enabled.
booléen
hasSessionMetadata ()
 Metadata about the session.
int
Code de hachage ()
booléen final
estInitialisé ()
statique ConfigProto.Experimental.Builder
newBuilder (prototype ConfigProto.Experimental )
statique ConfigProto.Experimental.Builder
nouveauBuilder ()
ConfigProto.Experimental.Builder
nouveauBuilderForType ()
statique ConfigProto.Experimental
parseDelimitedFrom (entrée InputStream)
statique ConfigProto.Experimental
parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique ConfigProto.Experimental
parseFrom (données ByteBuffer)
statique ConfigProto.Experimental
parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique ConfigProto.Experimental
parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique ConfigProto.Experimental
parseFrom (entrée com.google.protobuf.CodedInputStream)
statique ConfigProto.Experimental
parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique ConfigProto.Experimental
parseFrom (données com.google.protobuf.ByteString)
statique ConfigProto.Experimental
parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique ConfigProto.Experimental
parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique
analyseur ()
ConfigProto.Experimental.Builder
toBuilder ()
vide
writeTo (sortie com.google.protobuf.CodedOutputStream)

Méthodes héritées

Constantes

public statique final int COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER

Valeur constante : 6

public statique final int COLLECTIVE_GROUP_LEADER_FIELD_NUMBER

Valeur constante : 1

public statique final int COLLECTIVE_NCCL_FIELD_NUMBER

Valeur constante : 7

public statique final int DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER

Valeur constante : 14

public statique final int DISABLE_THREAD_SPINNING_FIELD_NUMBER

Valeur constante : 9

public statique final int ENABLE_MLIR_BRIDGE_FIELD_NUMBER

Valeur constante : 13

public static final int ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER

Valeur constante : 16

public statique final int EXECUTOR_TYPE_FIELD_NUMBER

Valeur constante : 3

public statique final int MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER

Valeur constante : 17

public statique final int OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER

Valeur constante : 12

public statique final int RECV_BUF_MAX_CHUNK_FIELD_NUMBER

Valeur constante : 4

public statique final int SESSION_METADATA_FIELD_NUMBER

Valeur constante : 11

public statique final int SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER

Valeur constante : 10

public statique final int SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER

Valeur constante : 8

public statique final int USE_NUMA_AFFINITY_FIELD_NUMBER

Valeur constante : 5

public statique final int XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER

Valeur constante : 15

Méthodes publiques

public booléen égal (Objet obj)

public booléen getCollectiveDeterministicSequentialExecution () 

 If true, make collective op execution order sequential and deterministic
 for potentially concurrent collective instances.
bool collective_deterministic_sequential_execution = 6;

chaîne publique getCollectiveGroupLeader () 

 Task name for group resolution.
string collective_group_leader = 1;

public com.google.protobuf.ByteString getCollectiveGroupLeaderBytes () 

 Task name for group resolution.
string collective_group_leader = 1;

public booléen getCollectiveNccl () 

 If true, use NCCL for CollectiveOps.  This feature is highly
 experimental.
bool collective_nccl = 7;

public statique ConfigProto.Experimental getDefaultInstance ()

public ConfigProto.Experimental getDefaultInstanceForType ()

public statique final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

public booléen 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;

public booléen 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;

public booléen getEnableMlirBridge () 

 This field will eventually be deprecated and replaced by
 mlir_bridge_rollout (b/166038521).
 Whether to enable the MLIR-based TF->XLA bridge.
 This is a replacement to the existing bridge, and not ready for
 production usage yet.
 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;

public booléen 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;

chaîne publique getExecutorType () 

 Which executor to use, the default executor will be used
 if it is an empty string or "DEFAULT"
string executor_type = 3;

public com.google.protobuf.ByteString getExecutorTypeBytes () 

 Which executor to use, the default executor will be used
 if it is an empty string or "DEFAULT"
string executor_type = 3;

public ConfigProto.Experimental.MlirBridgeRollout getMlirBridgeRollout () 

 This field is underdevelopment, for now use enable_mlir_bridge
 (b/166038521).
 Whether to enable the MLIR-based TF->XLA bridge.
.tensorflow.ConfigProto.Experimental.MlirBridgeRollout mlir_bridge_rollout = 17;

public int getMlirBridgeRolloutValue () 

 This field is underdevelopment, for now use enable_mlir_bridge
 (b/166038521).
 Whether to enable the MLIR-based TF->XLA bridge.
.tensorflow.ConfigProto.Experimental.MlirBridgeRollout mlir_bridge_rollout = 17;

public booléen 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;

publique getParserForType ()

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;

public int getSerializedSize ()

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.
.tensorflow.SessionMetadata session_metadata = 11;

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.
.tensorflow.SessionMetadata session_metadata = 11;

public booléen 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;

public booléen 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;

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public booléen 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;

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;

public booléen 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.
.tensorflow.SessionMetadata session_metadata = 11;

code de hachage int public ()

public final booléen isInitialized ()

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

public statique ConfigProto.Experimental.Builder newBuilder ()

public ConfigProto.Experimental.Builder newBuilderForType ()

public statique ConfigProto.Experimental parseDelimitedFrom (entrée InputStream)

Jetés
IOException

public statique ConfigProto.Experimental parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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IOException

public statique ConfigProto.Experimental parseFrom (données ByteBuffer)

Jetés
InvalidProtocolBufferException

public statique ConfigProto.Experimental parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés
IOException

public statique ConfigProto.Experimental parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés
InvalidProtocolBufferException

public statique ConfigProto.Experimental parseFrom (entrée com.google.protobuf.CodedInputStream)

Jetés
IOException

public statique ConfigProto.Experimental parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés
InvalidProtocolBufferException

public statique ConfigProto.Experimental parseFrom (données com.google.protobuf.ByteString)

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InvalidProtocolBufferException

public statique ConfigProto.Experimental parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés
IOException

public statique ConfigProto.Experimental parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

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InvalidProtocolBufferException

public statique analyseur ()

public ConfigProto.Experimental.Builder toBuilder ()

public void writeTo (sortie com.google.protobuf.CodedOutputStream)

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IOException