ConfigProto.Experimental

classe finale statica pubblica 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.
Tipo di protobuf tensorflow.ConfigProto.Experimental

Classi nidificate

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

Costanti

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

Metodi pubblici

booleano
è uguale a (Oggetto oggetto)
booleano
getCollectiveDeterministicSequentialExecution () 
 If true, make collective op execution order sequential and deterministic
 for potentially concurrent collective instances.
Corda
getCollectiveGroupLeader () 
 Task name for group resolution.
com.google.protobuf.ByteString
getCollectiveGroupLeaderBytes () 
 Task name for group resolution.
booleano
getCollectiveNccl () 
 If true, use NCCL for CollectiveOps.
statico ConfigProto.Experimental
getDefaultInstance ()
ConfigProto.Experimental
getDefaultInstanceForType ()
com.google.protobuf.Descriptors.Descriptor statico finale
getDescrittore ()
booleano
getDisableOutputPartitionGraphs () 
 If true, the session will not store an additional copy of the graph for
 each subgraph.
booleano
getDisableThreadSpinning () 
 If using a direct session, disable spinning while waiting for work in
 the thread pool.
booleano
getAbilitaMlirBridge () 
 This field will eventually be deprecated and replaced by
 mlir_bridge_rollout (b/166038521).
booleano
getEnableMlirGraphOptimization () 
 Whether to enable the MLIR-based Graph optimizations.
Corda
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).
booleano
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 ()
SessionMetadati
getSessionMetadata () 
 Metadata about the session.
SessionMetadataOrBuilder
getSessionMetadataOrBuilder () 
 Metadata about the session.
booleano
getShareClusterDevicesInSession () 
 This was promoted to a non-experimental API.
booleano
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.
finale com.google.protobuf.UnknownFieldSet
getUnknownFields ()
booleano
getUseNumaAffinity () 
 If true, and supported by the platform, the runtime will attempt to
 use NUMA affinity where applicable.
lungo
getXlaFusionAutotunerThresh () 
 Minimum number of batches run through the XLA graph before XLA fusion
 autotuner is enabled.
booleano
hasSessionMetadata () 
 Metadata about the session.
int
codicehash ()
booleano finale
èinizializzato ()
statico ConfigProto.Experimental.Builder
newBuilder ( ConfigProto.Prototipo sperimentale)
statico ConfigProto.Experimental.Builder
nuovocostruttore ()
ConfigProto.Experimental.Builder
newBuilderForType ()
statico ConfigProto.Experimental
parseDelimitedFrom (input InputStream)
statico ConfigProto.Experimental
parseDelimitedFrom (input InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statico ConfigProto.Experimental
parseFrom (dati ByteBuffer)
statico ConfigProto.Experimental
parseFrom (input com.google.protobuf.CodedInputStream, estensione com.google.protobuf.ExtensionRegistryLiteRegistry)
statico ConfigProto.Experimental
parseFrom (dati ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statico ConfigProto.Experimental
parseFrom (ingresso com.google.protobuf.CodedInputStream)
statico ConfigProto.Experimental
parseFrom (byte[] dati, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statico ConfigProto.Experimental
parseFrom (dati com.google.protobuf.ByteString)
statico ConfigProto.Experimental
parseFrom (input InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statico ConfigProto.Experimental
parseFrom (dati com.google.protobuf.ByteString, estensione com.google.protobuf.ExtensionRegistryLiteRegistry)
statico
analizzatore ()
ConfigProto.Experimental.Builder
toBuilder ()
vuoto
writeTo (output com.google.protobuf.CodedOutputStream)

Metodi ereditati

Costanti

public static final int COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER

Valore costante: 6

public static final int COLLECTIVE_GROUP_LEADER_FIELD_NUMBER

Valore costante: 1

public static final int COLLECTIVE_NCCL_FIELD_NUMBER

Valore costante: 7

public static final int DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER

Valore costante: 14

public static final int DISABLE_THREAD_SPINNING_FIELD_NUMBER

Valore costante: 9

public static final int ENABLE_MLIR_BRIDGE_FIELD_NUMBER

Valore costante: 13

public static final int ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER

Valore costante: 16

public static final int EXECUTOR_TYPE_FIELD_NUMBER

Valore costante: 3

public static final int MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER

Valore costante: 17

public static final int OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER

Valore costante: 12

public static final int RECV_BUF_MAX_CHUNK_FIELD_NUMBER

Valore costante: 4

public static final int SESSION_METADATA_FIELD_NUMBER

Valore costante: 11

public static final int SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER

Valore costante: 10

public static final int SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER

Valore costante: 8

public static final int USE_NUMA_AFFINITY_FIELD_NUMBER

Valore costante: 5

public static final int XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER

Valore costante: 15

Metodi pubblici

booleano pubblico è uguale a (Oggetto obj)

public booleano getCollectiveDeterministicSequentialExecution () 

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

public String getCollectiveGroupLeader () 

 Task name for group resolution.
string collective_group_leader = 1;

pubblico com.google.protobuf.ByteString getCollectiveGroupLeaderBytes () 

 Task name for group resolution.
string collective_group_leader = 1;

pubblico booleano getCollectiveNccl () 

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

pubblico statico ConfigProto.Experimental getDefaultInstance ()

pubblico ConfigProto.Experimental getDefaultInstanceForType ()

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

pubblico booleano 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;

pubblico booleano 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;

getEnableMlirBridge pubblico booleano () 

 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;

pubblico booleano 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;

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;

pubblico 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;

pubblico booleano 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;

pubblico 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;

pubblico booleano 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;

pubblico booleano 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;

pubblico finale com.google.protobuf.UnknownFieldSet getUnknownFields ()

booleano pubblico 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;

pubblico lungo 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;

hasSessionMetadata booleano pubblico () 

 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 int hashCode ()

public final booleano isInitialized ()

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

pubblico statico ConfigProto.Experimental.Builder newBuilder ()

pubblico ConfigProto.Experimental.Builder newBuilderForType ()

public static ConfigProto.Experimental parseDelimitedFrom (input InputStream)

Lancia
IOException

public static ConfigProto.Experimental parseDelimitedFrom (input InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lancia
IOException

parseFrom pubblico statico ConfigProto.Experimental (dati ByteBuffer)

Lancia
InvalidProtocolBufferException

parseFrom pubblico statico ConfigProto.Experimental (input com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lancia
IOException

public static ConfigProto.Experimental parseFrom (dati ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lancia
InvalidProtocolBufferException

parseFrom pubblico statico ConfigProto.Experimental (input com.google.protobuf.CodedInputStream)

Lancia
IOException

public static ConfigProto.Experimental parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lancia
InvalidProtocolBufferException

parseFrom pubblico statico ConfigProto.Experimental (dati com.google.protobuf.ByteString)

Lancia
InvalidProtocolBufferException

public static ConfigProto.Experimental parseFrom (input InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lancia
IOException

parseFrom pubblico statico ConfigProto.Experimental (dati com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lancia
InvalidProtocolBufferException

pubblico statico analizzatore ()

public ConfigProto.Experimental.Builder toBuilder ()

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

Lancia
IOException