ConfigProto.Experimental

מחלקה סופית סטטית ציבורית 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.
סוג Protobuf tensorflow.ConfigProto.Experimental

כיתות מקוננות

מעמד 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. 

קבועים

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

שיטות ציבוריות

בוליאני
שווה (Object obj)
בוליאני
getCollectiveDeterministicSequentialExecution ()
 If true, make collective op execution order sequential and deterministic
 for potentially concurrent collective instances.
חוּט
getCollectiveGroupLeader ()
 Task name for group resolution.
com.google.protobuf.ByteString
getCollectiveGroupLeaderBytes ()
 Task name for group resolution.
בוליאני
getCollectiveNccl ()
 If true, use NCCL for CollectiveOps.
סטטי ConfigProto.Experimental
getDefaultInstance ()
ConfigProto.Experimental
getDefaultInstanceForType ()
final static com.google.protobuf.Descriptors.Descriptor
getDescriptor ()
בוליאני
getDisableOutputPartitionGraphs ()
 If true, the session will not store an additional copy of the graph for
 each subgraph.
בוליאני
getDisableThreadSpinning ()
 If using a direct session, disable spinning while waiting for work in
 the thread pool.
בוליאני
getEnableMlirBridge ()
 This field will eventually be deprecated and replaced by
 mlir_bridge_rollout (b/166038521).
בוליאני
getEnableMlirGraphOptimization ()
 Whether to enable the MLIR-based Graph optimizations.
חוּט
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).
בוליאני
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 ()
SessionMetadata
getSessionMetadata ()
 Metadata about the session.
SessionMetadataOrBuilder
getSessionMetadataOrBuilder ()
 Metadata about the session.
בוליאני
getShareClusterDevicesInSession ()
 This was promoted to a non-experimental API.
בוליאני
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 ()
בוליאני
getUseNumaAffinity ()
 If true, and supported by the platform, the runtime will attempt to
 use NUMA affinity where applicable.
ארוך
getXlaFusionAutotunerThresh ()
 Minimum number of batches run through the XLA graph before XLA fusion
 autotuner is enabled.
בוליאני
hasSessionMetadata ()
 Metadata about the session.
int
hashcode ()
בוליאנית סופית
isinitialized ()
סטטי ConfigProto.Experimental.Builder
newBuilder (אב טיפוס ConfigProto.Experimental )
סטטי ConfigProto.Experimental.Builder
newBuilder ()
ConfigProto.Experimental.Builder
newBuilderForType ()
סטטי ConfigProto.Experimental
parseDelimitedFrom (קלט InputStream)
סטטי ConfigProto.Experimental
parseDelimitedFrom (קלט InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
סטטי ConfigProto.Experimental
parseFrom (נתוני ByteBuffer)
סטטי ConfigProto.Experimental
parseFrom (קלט com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
סטטי ConfigProto.Experimental
parseFrom (נתוני ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
סטטי ConfigProto.Experimental
parseFrom (קלט com.google.protobuf.CodedInputStream)
סטטי ConfigProto.Experimental
parseFrom (נתוני byte[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)
סטטי ConfigProto.Experimental
parseFrom (נתוני com.google.protobuf.ByteString)
סטטי ConfigProto.Experimental
parseFrom (קלט InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
סטטי ConfigProto.Experimental
parseFrom (נתוני com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
סטָטִי
מנתח ()
ConfigProto.Experimental.Builder
toBuilder ()
בָּטֵל
writeTo (פלט com.google.protobuf.CodedOutputStream)

שיטות בירושה

קבועים

אינט סופי סטטי ציבורי COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER

ערך קבוע: 6

גמר סטטי ציבורי COLLECTIVE_GROUP_LEADER_FIELD_NUMBER

ערך קבוע: 1

אינט סופי סטטי ציבורי COLLECTIVE_NCCL_FIELD_NUMBER

ערך קבוע: 7

גמר סטטי ציבורי DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER

ערך קבוע: 14

אינט סופי סטטי ציבורי DISABLE_THREAD_SPINNING_FIELD_NUMBER

ערך קבוע: 9

אינט סופי סטטי ציבורי ENABLE_MLIR_BRIDGE_FIELD_NUMBER

ערך קבוע: 13

אינט סופי סטטי ציבורי ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER

ערך קבוע: 16

אינט סופי סטטי ציבורי EXECUTOR_TYPE_FIELD_NUMBER

ערך קבוע: 3

אינט סופי סטטי ציבורי MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER

ערך קבוע: 17

גמר סטטי ציבורי OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER

ערך קבוע: 12

גמר סטטי ציבורי RECV_BUF_MAX_CHUNK_FIELD_NUMBER

ערך קבוע: 4

סיום סטטי ציבורי SESSION_METADATA_FIELD_NUMBER

ערך קבוע: 11

אינט סופי סטטי ציבורי SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER

ערך קבוע: 10

גמר סטטי ציבורי SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER

ערך קבוע: 8

גמר סטטי ציבורי USE_NUMA_AFFINITY_FIELD_NUMBER

ערך קבוע: 5

גמר סטטי ציבורי XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER

ערך קבוע: 15

שיטות ציבוריות

שווה ערך בוליאני ציבורי (Object obj)

getCollectiveDeterministicSequentialExecution ציבורי בוליאני () 

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

מחרוזת ציבורית 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;

getCollectiveNccl בוליאני ציבורי () 

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

public static ConfigProto.Experimental getDefaultInstance ()

public ConfigProto.Experimental getDefaultInstanceForType ()

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

getDisableOutputPartitionGraphs בוליאני ציבורי () 

 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;

getDisableThreadSpinning בוליאני ציבורי () 

 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 בוליאני ציבורי () 

 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;

getEnableMlirGraphOptimization בוליאני ציבורי () 

 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;

מחרוזת ציבורית 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;

getOptimizeForStaticGraph ציבורי בוליאני () 

 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;

פּוּמְבֵּי 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;

getShareClusterDevicesInSession ציבורי בוליאני () 

 This was promoted to a non-experimental API. Please use
 ConfigProto.share_cluster_devices_in_session instead.
bool share_cluster_devices_in_session = 10;

getShareSessionStateInClusterspecPropagation ציבורי בוליאני () 

 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 ()

getUseNumaAffinity בוליאני ציבורי () 

 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;

hasSessionMetadata בוליאני ציבורי () 

 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 ()

בוליאני הסופי הציבורי הוא אתחול ()

ציבורי סטטי ConfigProto.Experimental.Builder newBuilder (אב-טיפוס ConfigProto.Experimental )

public static ConfigProto.Experimental.Builder newBuilder ()

public ConfigProto.Experimental.Builder newBuilderForType ()

public static ConfigProto.Experimental parseDelimitedFrom (קלט InputStream)

זורק
IOException

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

זורק
IOException

public static ConfigProto.Experimental parseFrom (נתוני ByteBuffer)

זורק
InvalidProtocolBufferException

public static ConfigProto.Experimental parseFrom (קלט com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

זורק
IOException

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

זורק
InvalidProtocolBufferException

public static ConfigProto.Experimental parseFrom (קלט com.google.protobuf.CodedInputStream)

זורק
IOException

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

זורק
InvalidProtocolBufferException

Public static ConfigProto.Experimental parseFrom (נתוני com.google.protobuf.ByteString)

זורק
InvalidProtocolBufferException

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

זורק
IOException

public static ConfigProto.Experimental parseFrom (נתוני com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

זורק
InvalidProtocolBufferException

סטטי ציבורי מנתח ()

public ConfigProto.Experimental.Builder toBuilder ()

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

זורק
IOException