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.
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
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 | |
ConfigProto.Experimental | |
com.google.protobuf.Descriptors.Descriptor statico finale | |
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. |
int | getRecvBufMaxChunk () Guidance to formatting of large RecvBuf fields for transfer. |
int | |
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 | |
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 | |
statico ConfigProto.Experimental.Builder | newBuilder ( ConfigProto.Prototipo sperimentale) |
statico ConfigProto.Experimental.Builder | |
ConfigProto.Experimental.Builder | |
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;
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 parseDelimitedFrom (input InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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parseFrom pubblico statico ConfigProto.Experimental (dati ByteBuffer)
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parseFrom pubblico statico ConfigProto.Experimental (input com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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public static ConfigProto.Experimental parseFrom (dati ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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parseFrom pubblico statico ConfigProto.Experimental (input com.google.protobuf.CodedInputStream)
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public static ConfigProto.Experimental parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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parseFrom pubblico statico ConfigProto.Experimental (dati com.google.protobuf.ByteString)
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public static ConfigProto.Experimental parseFrom (input InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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parseFrom pubblico statico ConfigProto.Experimental (dati com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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pubblico statico analizzatore ()
public void writeTo (output com.google.protobuf.CodedOutputStream)
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