공개 정적 최종 클래스 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 중첩 클래스
| 수업 | 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. | |
| 열거형 | ConfigProto.Experimental.MlirBridgeRollout | An enum that describes the state of the MLIR bridge rollout. | |
상수
공개 방법
| 부울 | 같음 (객체 객체) |
| 부울 | getCollectiveDeterministicSequentialExecution () If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances. |
| 끈 | getCollectiveGroupLeader () Task name for group resolution. |
| com.google.protobuf.ByteString | getCollectiveGroupLeaderBytes () Task name for group resolution. |
| 부울 | getCollectiveNccl () If true, use NCCL for CollectiveOps. |
| 정적 ConfigProto.Experimental | |
| ConfigProto.Experimental | |
| 최종 정적 com.google.protobuf.Descriptors.Descriptor | |
| 부울 | getDisableOutputPartitionGraphs () If true, the session will not store an additional copy of the graph for each subgraph. |
| 부울 | getDisableThreadSpinning () If using a direct session, disable spinning while waiting for work in the thread pool. |
| 부울 | getEnableMlirBridge () This field will eventually be deprecated and replaced by mlir_bridge_rollout (b/166038521). |
| 부울 | getEnableMlirGraphOptimization () Whether to enable the MLIR-based Graph optimizations. |
| 끈 | 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). |
| 정수 | getMlirBridgeRolloutValue () This field is underdevelopment, for now use enable_mlir_bridge (b/166038521). |
| 부울 | getOptimizeForStaticGraph () If true, the session may treat the graph as being static for optimization purposes. |
| 정수 | getRecvBufMaxChunk () Guidance to formatting of large RecvBuf fields for transfer. |
| 정수 | |
| 세션메타데이터 | getSessionMetadata () Metadata about the session. |
| 세션메타데이터또는 빌더 | getSessionMetadataOrBuilder () Metadata about the session. |
| 부울 | getShareClusterDevicesInSession () This was promoted to a non-experimental API. |
| 부울 | 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. |
| 최종 com.google.protobuf.UnknownFieldSet | |
| 부울 | getUseNumaAffinity () If true, and supported by the platform, the runtime will attempt to use NUMA affinity where applicable. |
| 긴 | getXlaFusionAutotunerThresh () Minimum number of batches run through the XLA graph before XLA fusion autotuner is enabled. |
| 부울 | hasSessionMetadata () Metadata about the session. |
| 정수 | 해시코드 () |
| 최종 부울 | 초기화됨 () |
| 정적 ConfigProto.Experimental.Builder | newBuilder ( ConfigProto.Experimental 프로토타입) |
| 정적 ConfigProto.Experimental.Builder | 새로운 빌더 () |
| ConfigProto.Experimental.Builder | |
| 정적 ConfigProto.Experimental | parsDelimitedFrom (InputStream 입력) |
| 정적 ConfigProto.Experimental | parseDelimitedFrom (InputStream 입력, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
| 정적 ConfigProto.Experimental | parsFrom (ByteBuffer 데이터) |
| 정적 ConfigProto.Experimental | ParseFrom (com.google.protobuf.CodedInputStream 입력, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
| 정적 ConfigProto.Experimental | ParseFrom (ByteBuffer 데이터, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
| 정적 ConfigProto.Experimental | ParseFrom (com.google.protobuf.CodedInputStream 입력) |
| 정적 ConfigProto.Experimental | parseFrom (byte[] 데이터, com.google.protobuf.ExtensionRegistryLite 확장Registry) |
| 정적 ConfigProto.Experimental | ParseFrom (com.google.protobuf.ByteString 데이터) |
| 정적 ConfigProto.Experimental | ParseFrom (InputStream 입력, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
| 정적 ConfigProto.Experimental | ParseFrom (com.google.protobuf.ByteString 데이터, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
| 공전 | 파서 () |
| ConfigProto.Experimental.Builder | toBuilder () |
| 무효의 | writeTo (com.google.protobuf.CodedOutputStream 출력) |
상속된 메서드
상수
공개 정적 최종 int COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER
상수값: 6
공개 정적 최종 int COLLECTIVE_GROUP_LEADER_FIELD_NUMBER
상수값: 1
공개 정적 최종 int COLLECTIVE_NCCL_FIELD_NUMBER
상수값: 7
공개 정적 최종 int DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER
상수값: 14
공개 정적 최종 int DISABLE_THREAD_SPINNING_FIELD_NUMBER
상수값: 9
공개 정적 최종 int ENABLE_MLIR_BRIDGE_FIELD_NUMBER
상수값: 13
공개 정적 최종 int ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER
상수값: 16
공개 정적 최종 int EXECUTOR_TYPE_FIELD_NUMBER
상수값: 3
공개 정적 최종 int MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER
상수값: 17
공개 정적 최종 int OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER
상수값: 12
공개 정적 최종 int RECV_BUF_MAX_CHUNK_FIELD_NUMBER
상수값: 4
공개 정적 최종 int SESSION_METADATA_FIELD_NUMBER
상수값: 11
공개 정적 최종 int SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER
상수값: 10
공개 정적 최종 int SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER
상수값: 8
공개 정적 최종 int USE_NUMA_AFFINITY_FIELD_NUMBER
상수값: 5
공개 정적 최종 int XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER
상수값: 15
공개 방법
공개 부울은 (객체 obj) 와 같습니다 .
공개 부울 getCollectiveDeterministicSequentialExecution ()
If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances.
bool collective_deterministic_sequential_execution = 6; 공개 문자열 getCollectiveGroupLeader ()
Task name for group resolution.
string collective_group_leader = 1; 공개 com.google.protobuf.ByteString getCollectiveGroupLeaderBytes ()
Task name for group resolution.
string collective_group_leader = 1; 공개 부울 getCollectiveNccl ()
If true, use NCCL for CollectiveOps. This feature is highly experimental.
bool collective_nccl = 7; 공개 정적 최종 com.google.protobuf.Descriptors.Descriptor getDescriptor ()
공개 부울 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; 공개 부울 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; 공개 부울 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; 공개 부울 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; 공개 문자열 getExecutorType ()
Which executor to use, the default executor will be used if it is an empty string or "DEFAULT"
string executor_type = 3; 공개 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; 공개 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; 공개 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; 공개 부울 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; 공공의
공개 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; 공개 int getSerializedSize ()
공개 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; 공개 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; 공개 부울 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; 공개 부울 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; 공개 최종 com.google.protobuf.UnknownFieldSet getUnknownFields ()
공개 부울 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; 공개 긴 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; 공개 부울 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; 공개 int hashCode ()
공개 최종 부울 isInitialized ()
공개 정적 ConfigProto.ExperimentalparseDelimitedFrom ( InputStream 입력, com.google.protobuf.ExtensionRegistryLite 확장Registry)
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공개 정적 ConfigProto.ExperimentalparseFrom ( com.google.protobuf.CodedInputStream 입력, com.google.protobuf.ExtensionRegistryLite 확장Registry)
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공개 정적 ConfigProto.Experimental parsFrom (ByteBuffer 데이터, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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공개 정적 ConfigProto.ExperimentalparseFrom ( byte[] 데이터, com.google.protobuf.ExtensionRegistryLite 확장Registry)
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공개 정적 ConfigProto.ExperimentalparseFrom ( InputStream 입력, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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공개 정적 ConfigProto.ExperimentalparseFrom ( com.google.protobuf.ByteString 데이터, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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공개 정적
공개 무효 writeTo (com.google.protobuf.CodedOutputStream 출력)
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