lớp cuối cùng tĩnh công khai 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
Các lớp lồng nhau
lớp học | 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. | |
liệt kê | ConfigProto.Experimental.MlirBridgeRollout | An enum that describes the state of the MLIR bridge rollout. |
Hằng số
Phương pháp công cộng
boolean | bằng (Đối tượng obj) |
boolean | getCollectiveDeterministicSequentialExecution () If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances. |
Sợi dây | getCollectiveGroupLeader () Task name for group resolution. |
com.google.protobuf.ByteString | getCollectiveGroupLeaderBytes () Task name for group resolution. |
boolean | getCollectiveNccl () If true, use NCCL for CollectiveOps. |
ConfigProto.Experimental tĩnh | |
ConfigProto.Experimental | |
com.google.protobuf.Descriptors.Descriptor tĩnh cuối cùng | |
boolean | getDisableOutputPartitionGraphs () If true, the session will not store an additional copy of the graph for each subgraph. |
boolean | getDisableThreadSpinning () If using a direct session, disable spinning while waiting for work in the thread pool. |
boolean | getEnableMlirBridge () This field will eventually be deprecated and replaced by mlir_bridge_rollout (b/166038521). |
boolean | getEnableMlirGraphOptimization () Whether to enable the MLIR-based Graph optimizations. |
Sợi dây | 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). |
boolean | 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 | |
Siêu dữ liệu phiên | getSessionMetadata () Metadata about the session. |
SessionMetadataOrBuilder | getSessionMetadataOrBuilder () Metadata about the session. |
boolean | getShareClusterDevicesInSession () This was promoted to a non-experimental API. |
boolean | 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 cuối cùng | |
boolean | getUseNumaAffinity () If true, and supported by the platform, the runtime will attempt to use NUMA affinity where applicable. |
dài | getXlaFusionAutotunerThresh () Minimum number of batches run through the XLA graph before XLA fusion autotuner is enabled. |
boolean | hasSessionMetadata () Metadata about the session. |
int | mã băm () |
boolean cuối cùng | |
ConfigProto.Experimental.Builder tĩnh | newBuilder ( nguyên mẫu ConfigProto.Experimental ) |
ConfigProto.Experimental.Builder tĩnh | |
ConfigProto.Experimental.Builder | |
ConfigProto.Experimental tĩnh | phân tích cú phápDelimitedFrom (Đầu vào luồng đầu vào) |
ConfigProto.Experimental tĩnh | phân tích cú phápDelimitedFrom (Đầu vào luồng đầu vào, com.google.protobuf.ExtensionRegistryLite tiện ích mở rộngRegistry) |
ConfigProto.Experimental tĩnh | ParseFrom (dữ liệu ByteBuffer) |
ConfigProto.Experimental tĩnh | ParseFrom (đầu vào com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
ConfigProto.Experimental tĩnh | ParseFrom (Dữ liệu ByteBuffer, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
ConfigProto.Experimental tĩnh | ParseFrom (đầu vào com.google.protobuf.CodedInputStream) |
ConfigProto.Experimental tĩnh | ParseFrom (dữ liệu byte[], com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
ConfigProto.Experimental tĩnh | ParseFrom (dữ liệu com.google.protobuf.ByteString) |
ConfigProto.Experimental tĩnh | ParseFrom (Đầu vào inputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
ConfigProto.Experimental tĩnh | ParsFrom (dữ liệu com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
tĩnh | |
ConfigProto.Experimental.Builder | toBuilder () |
trống rỗng | writeTo (đầu ra com.google.protobuf.CodedOutputStream) |
Phương pháp kế thừa
Hằng số
int tĩnh công khai COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER
Giá trị không đổi: 6
int tĩnh công khai COLLECTIVE_GROUP_LEADER_FIELD_NUMBER
Giá trị không đổi: 1
int tĩnh cuối cùng COLLECTIVE_NCCL_FIELD_NUMBER
Giá trị không đổi: 7
int cuối cùng tĩnh công khai DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER
Giá trị không đổi: 14
int cuối cùng tĩnh công khai DISABLE_THREAD_SPINNING_FIELD_NUMBER
Giá trị không đổi: 9
int tĩnh công khai ENABLE_MLIR_BRIDGE_FIELD_NUMBER
Giá trị không đổi: 13
int cuối cùng tĩnh công khai ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 16
int tĩnh cuối cùng EXECUTOR_TYPE_FIELD_NUMBER
Giá trị không đổi: 3
int cuối cùng tĩnh công khai MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER
Giá trị không đổi: 17
int tĩnh công khai OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER
Giá trị không đổi: 12
int tĩnh công khai RECV_BUF_MAX_CHUNK_FIELD_NUMBER
Giá trị không đổi: 4
int tĩnh cuối cùng SESSION_METADATA_FIELD_NUMBER
Giá trị không đổi: 11
int tĩnh công khai SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER
Giá trị không đổi: 10
int cuối cùng tĩnh công khai SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER
Giá trị không đổi: 8
int tĩnh cuối cùng USE_NUMA_AFFINITY_FIELD_NUMBER
Giá trị không đổi: 5
int tĩnh cuối cùng XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER
Giá trị không đổi: 15
Phương pháp công cộng
boolean công khai bằng (Object obj)
boolean công khai getCollectiveDeterministicSequentialExecution ()
If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances.
bool collective_deterministic_sequential_execution = 6;
Chuỗi công khai getCollectiveGroupLeader ()
Task name for group resolution.
string collective_group_leader = 1;
com.google.protobuf.ByteString getCollectiveGroupLeaderBytes công khai ()
Task name for group resolution.
string collective_group_leader = 1;
boolean công khai getCollectiveNccl ()
If true, use NCCL for CollectiveOps. This feature is highly experimental.
bool collective_nccl = 7;
công khai tĩnh cuối cùng com.google.protobuf.Descriptors.Descriptor getDescriptor ()
boolean công khai 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;
boolean công khai 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;
boolean công khai 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;
boolean công khai 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;
Chuỗi công khai 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 công khai getExecutorTypeBytes ()
Which executor to use, the default executor will be used if it is an empty string or "DEFAULT"
string executor_type = 3;
công khai 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;
int công khai 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;
boolean công khai 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;
công cộng getParserForType ()
int công khai 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;
int công khai 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;
boolean công khai 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;
boolean công khai 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;
trận chung kết công khai com.google.protobuf.UnknownFieldSet getUnknownFields ()
boolean công khai 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;
công khai 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;
boolean công khai 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;
mã băm int công khai ()
boolean cuối cùng công khai được khởi tạo ()
công khai tĩnh ConfigProto.Experimental parsingDelimitedFrom (Đầu vào InputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Ném
IOException |
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public static ConfigProto.Experimental parsFrom (dữ liệu ByteBuffer)
Ném
Giao thức đệm ngoại lệ không hợp lệ |
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ConfigProto.Experimental parsFrom tĩnh công khai (đầu vào com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Ném
IOException |
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ConfigProto.Experimental parsingFrom tĩnh công khai (Dữ liệu ByteBuffer, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Ném
Giao thức đệm ngoại lệ không hợp lệ |
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ConfigProto.Experimental parsFrom tĩnh công khai (đầu vào com.google.protobuf.CodedInputStream)
Ném
IOException |
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công khai tĩnh ConfigProto.Experimental parsFrom (dữ liệu byte[], com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Ném
Giao thức đệm ngoại lệ không hợp lệ |
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ConfigProto.Experimental parsFrom tĩnh công khai (dữ liệu com.google.protobuf.ByteString)
Ném
Giao thức đệm ngoại lệ không hợp lệ |
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ConfigProto.Experimental parsFrom tĩnh công khai (đầu vào InputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Ném
IOException |
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ConfigProto.Experimental parsFrom tĩnh công khai (dữ liệu com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Ném
Giao thức đệm ngoại lệ không hợp lệ |
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công cộng tĩnh trình phân tích cú pháp ()
public void writeTo (đầu ra com.google.protobuf.CodedOutputStream)
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IOException |
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