کلاس نهایی استاتیک عمومی 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
کلاس های تو در تو
کلاس | 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. |
ثابت ها
بین المللی | COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER | |
بین المللی | COLLECTIVE_GROUP_LEADER_FIELD_NUMBER | |
بین المللی | COLLECTIVE_NCCL_FIELD_NUMBER | |
بین المللی | DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER | |
بین المللی | DISABLE_THREAD_SPINNING_FIELD_NUMBER | |
بین المللی | ENABLE_MLIR_BRIDGE_FIELD_NUMBER | |
بین المللی | ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER | |
بین المللی | EXECUTOR_TYPE_FIELD_NUMBER | |
بین المللی | MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER | |
بین المللی | OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER | |
بین المللی | RECV_BUF_MAX_CHUNK_FIELD_NUMBER | |
بین المللی | SESSION_METADATA_FIELD_NUMBER | |
بین المللی | SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER | |
بین المللی | SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER | |
بین المللی | USE_NUMA_AFFINITY_FIELD_NUMBER | |
بین المللی | XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER |
روش های عمومی
بولی | برابر است (object obj) |
بولی | getCollectiveDeterministicSequentialExecution () If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances. |
رشته | getCollectiveGroupLeader () Task name for group resolution. |
com.google.protobuf.ByteString | getCollectiveGroupLeaderBytes () Task name for group resolution. |
بولی | getCollectiveNccl () If true, use NCCL for CollectiveOps. |
Static ConfigProto.Experimental | |
ConfigProto.Experimental | |
نهایی static com.google.protobuf.Descriptors.Descriptor | |
بولی | getDisableOutputPartitionGraphs () If true, the session will not store an additional copy of the graph for each subgraph. |
بولی | getDisableThreadSpinning () If using a direct session, disable spinning while waiting for work in the thread pool. |
بولی | getEnableMlirBridge () This field will eventually be deprecated and replaced by mlir_bridge_rollout (b/166038521). |
بولی | getEnableMlirGraphOptimization () Whether to enable the MLIR-based Graph optimizations. |
رشته | 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). |
بین المللی | getMlirBridgeRolloutValue () This field is underdevelopment, for now use enable_mlir_bridge (b/166038521). |
بولی | getOptimizeForStaticGraph () If true, the session may treat the graph as being static for optimization purposes. |
بین المللی | getRecvBufMaxChunk () Guidance to formatting of large RecvBuf fields for transfer. |
بین المللی | |
SessionMetadata | getSessionMetadata () Metadata about the session. |
SessionMetadataOrBuilder | getSessionMetadataOrBuilder () Metadata about the session. |
بولی | getShareClusterDevicesInSession () This was promoted to a non-experimental API. |
بولی | 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. |
com.google.protobuf.UnknownFieldSet نهایی | |
بولی | getUseNumaAffinity () If true, and supported by the platform, the runtime will attempt to use NUMA affinity where applicable. |
طولانی | getXlaFusionAutotunerThresh () Minimum number of batches run through the XLA graph before XLA fusion autotuner is enabled. |
بولی | hasSessionMetadata () Metadata about the session. |
بین المللی | هش کد () |
بولی نهایی | |
Static ConfigProto.Experimental.Builder | newBuilder (نمونه اولیه ConfigProto.Experimental ) |
Static ConfigProto.Experimental.Builder | newBuilder () |
ConfigProto.Experimental.Builder | |
Static ConfigProto.Experimental | parseDelimitedFrom (ورودی جریان ورودی) |
Static ConfigProto.Experimental | parseDelimitedFrom (ورودی InputStream، com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
Static ConfigProto.Experimental | parseFrom (داده های ByteBuffer) |
Static ConfigProto.Experimental | parseFrom (ورودی com.google.protobuf.CodedInputStream، com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
Static ConfigProto.Experimental | parseFrom (دادههای ByteBuffer، com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
Static ConfigProto.Experimental | parseFrom (ورودی com.google.protobuf.CodedInputStream) |
Static ConfigProto.Experimental | parseFrom (بایت[] داده، com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
Static ConfigProto.Experimental | parseFrom (داده های com.google.protobuf.ByteString) |
Static ConfigProto.Experimental | parseFrom (ورودی InputStream، com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
Static ConfigProto.Experimental | parseFrom (دادههای com.google.protobuf.ByteString، com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
ایستا | تجزیه کننده () |
ConfigProto.Experimental.Builder | toBuilder () |
باطل | writeTo (خروجی com.google.protobuf.CodedOutputStream) |
روش های ارثی
ثابت ها
نهایی استاتیک عمومی COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER
مقدار ثابت: 6
نهایی استاتیک عمومی COLLECTIVE_GROUP_LEADER_FIELD_NUMBER
ارزش ثابت: 1
متن نهایی ثابت عمومی COLLECTIVE_NCCL_FIELD_NUMBER
ارزش ثابت: 7
نهایی استاتیک عمومی DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER
ارزش ثابت: 14
نهایی استاتیک عمومی DISABLE_THREAD_SPINNING_FIELD_NUMBER
مقدار ثابت: 9
نهایی استاتیک عمومی ENABLE_MLIR_BRIDGE_FIELD_NUMBER
ارزش ثابت: 13
نهایی استاتیک عمومی ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER
ارزش ثابت: 16
نهایی استاتیک عمومی EXECUTOR_TYPE_FIELD_NUMBER
مقدار ثابت: 3
نهایی استاتیک عمومی MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER
ارزش ثابت: 17
نهایی استاتیک عمومی OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER
ارزش ثابت: 12
نهایی استاتیک عمومی RECV_BUF_MAX_CHUNK_FIELD_NUMBER
ارزش ثابت: 4
نهایی استاتیک عمومی SESSION_METADATA_FIELD_NUMBER
ارزش ثابت: 11
نهایی استاتیک عمومی SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER
ارزش ثابت: 10
نهایی استاتیک عمومی SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER
ارزش ثابت: 8
نهایی استاتیک عمومی USE_NUMA_AFFINITY_FIELD_NUMBER
ارزش ثابت: 5
نهایی استاتیک عمومی XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER
ارزش ثابت: 15
روش های عمومی
بولین عمومی برابر است (Object Obj)
بولی عمومی getCollectiveDeterministicSequentialExecution ()
If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances.
bool collective_deterministic_sequential_execution = 6;
رشته عمومی getCollectiveGroupLeader ()
Task name for group resolution.
string collective_group_leader = 1;
عمومی com.google.protobuf.ByteString getCollectiveGroupLeaderBytes ()
Task name for group resolution.
string collective_group_leader = 1;
بولی عمومی 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 ()
بولی عمومی 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;
بولی عمومی 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;
بولی عمومی 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;
بولی عمومی 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;
رشته عمومی getExecutorType ()
Which executor to use, the default executor will be used if it is an empty string or "DEFAULT"
string executor_type = 3;
عمومی 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;
عمومی 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;
عمومی 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;
بولی عمومی 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;
عمومی getParserForType ()
عمومی 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;
عمومی int getSerializedSize ()
عمومی SessionMatadata 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;
عمومی 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;
بولی عمومی 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;
بولین عمومی 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;
عمومی نهایی com.google.protobuf.UnknownFieldSet getUnknownFields ()
بولی عمومی 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;
عمومی طولانی 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;
عمومی hasSessionMetadata بولی ()
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;
هش کد عمومی ()
بولین نهایی عمومی isInitialized ()
عمومی استاتیک ConfigProto.Experimental parseDelimitedFrom (ورودی جریان ورودی)
پرتاب می کند
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عمومی استاتیک ConfigProto.Experimental parseDelimitedFrom (ورودی InputStream، com.google.protobuf.ExtensionRegistryLite extensionRegistry)
پرتاب می کند
IOException |
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عمومی استاتیک ConfigProto.Experimental parseFrom (داده بایت بافر)
پرتاب می کند
InvalidProtocolBufferException |
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عمومی ثابت ConfigProto.Experimental parseFrom (ورودی com.google.protobuf.CodedInputStream، com.google.protobuf.ExtensionRegistryLite extensionRegistry)
پرتاب می کند
IOException |
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عمومی استاتیک ConfigProto.Experimental parseFrom (داده های ByteBuffer، com.google.protobuf.ExtensionRegistryLite extensionRegistry)
پرتاب می کند
InvalidProtocolBufferException |
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عمومی استاتیک ConfigProto.Experimental parseFrom (ورودی com.google.protobuf.CodedInputStream)
پرتاب می کند
IOException |
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عمومی استاتیک ConfigProto.Experimental parseFrom (بایت[] داده، com.google.protobuf.ExtensionRegistryLite extensionRegistry)
پرتاب می کند
InvalidProtocolBufferException |
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عمومی استاتیک ConfigProto.Experimental parseFrom (داده های com.google.protobuf.ByteString)
پرتاب می کند
InvalidProtocolBufferException |
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عمومی استاتیک ConfigProto.Experimental parseFrom (ورودی InputStream، com.google.protobuf.ExtensionRegistryLite extensionRegistry)
پرتاب می کند
IOException |
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عمومی استاتیک ConfigProto.Experimental parseFrom (داده های com.google.protobuf.ByteString، com.google.protobuf.ExtensionRegistryLite extensionRegistry)
پرتاب می کند
InvalidProtocolBufferException |
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استاتیک عمومی تجزیه کننده ()
public void writeTo (خروجی com.google.protobuf.CodedOutputStream)
پرتاب می کند
IOException |
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