public static final class
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
Nested Classes
class | 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. |
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enum | ConfigProto.Experimental.MlirBridgeRollout | An enum that describes the state of the MLIR bridge rollout. |
Constants
Public Methods
boolean |
equals(Object obj)
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boolean |
getCollectiveDeterministicSequentialExecution()
If true, make collective op execution order sequential and deterministic for potentially concurrent collective instances. |
String |
getCollectiveGroupLeader()
Task name for group resolution. |
com.google.protobuf.ByteString |
getCollectiveGroupLeaderBytes()
Task name for group resolution. |
boolean |
getCollectiveNccl()
If true, use NCCL for CollectiveOps. |
static ConfigProto.Experimental | |
ConfigProto.Experimental | |
final static com.google.protobuf.Descriptors.Descriptor | |
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. |
String |
getExecutorType()
Which executor to use, the default executor will be used if it is an empty string or "DEFAULT" string executor_type = 3;
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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;
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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. |
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int |
getRecvBufMaxChunk()
Guidance to formatting of large RecvBuf fields for transfer. |
int | |
SessionMetadata |
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. |
final com.google.protobuf.UnknownFieldSet | |
boolean |
getUseNumaAffinity()
If true, and supported by the platform, the runtime will attempt to use NUMA affinity where applicable. |
long |
getXlaFusionAutotunerThresh()
Minimum number of batches run through the XLA graph before XLA fusion autotuner is enabled. |
boolean |
hasSessionMetadata()
Metadata about the session. |
int |
hashCode()
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final boolean | |
static ConfigProto.Experimental.Builder |
newBuilder(ConfigProto.Experimental prototype)
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static ConfigProto.Experimental.Builder | |
ConfigProto.Experimental.Builder | |
static ConfigProto.Experimental |
parseDelimitedFrom(InputStream input)
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static ConfigProto.Experimental |
parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static ConfigProto.Experimental |
parseFrom(ByteBuffer data)
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static ConfigProto.Experimental |
parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static ConfigProto.Experimental |
parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static ConfigProto.Experimental |
parseFrom(com.google.protobuf.CodedInputStream input)
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static ConfigProto.Experimental |
parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static ConfigProto.Experimental |
parseFrom(com.google.protobuf.ByteString data)
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static ConfigProto.Experimental |
parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static ConfigProto.Experimental |
parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
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static
|
parser()
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ConfigProto.Experimental.Builder | |
void |
writeTo(com.google.protobuf.CodedOutputStream output)
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Inherited Methods
Constants
public static final int COLLECTIVE_DETERMINISTIC_SEQUENTIAL_EXECUTION_FIELD_NUMBER
Constant Value:
6
public static final int COLLECTIVE_GROUP_LEADER_FIELD_NUMBER
Constant Value:
1
public static final int COLLECTIVE_NCCL_FIELD_NUMBER
Constant Value:
7
public static final int DISABLE_OUTPUT_PARTITION_GRAPHS_FIELD_NUMBER
Constant Value:
14
public static final int DISABLE_THREAD_SPINNING_FIELD_NUMBER
Constant Value:
9
public static final int ENABLE_MLIR_BRIDGE_FIELD_NUMBER
Constant Value:
13
public static final int ENABLE_MLIR_GRAPH_OPTIMIZATION_FIELD_NUMBER
Constant Value:
16
public static final int EXECUTOR_TYPE_FIELD_NUMBER
Constant Value:
3
public static final int MLIR_BRIDGE_ROLLOUT_FIELD_NUMBER
Constant Value:
17
public static final int OPTIMIZE_FOR_STATIC_GRAPH_FIELD_NUMBER
Constant Value:
12
public static final int RECV_BUF_MAX_CHUNK_FIELD_NUMBER
Constant Value:
4
public static final int SESSION_METADATA_FIELD_NUMBER
Constant Value:
11
public static final int SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER
Constant Value:
10
public static final int SHARE_SESSION_STATE_IN_CLUSTERSPEC_PROPAGATION_FIELD_NUMBER
Constant Value:
8
public static final int USE_NUMA_AFFINITY_FIELD_NUMBER
Constant Value:
5
public static final int XLA_FUSION_AUTOTUNER_THRESH_FIELD_NUMBER
Constant Value:
15
Public Methods
public boolean equals (Object obj)
public boolean 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;
public com.google.protobuf.ByteString getCollectiveGroupLeaderBytes ()
Task name for group resolution.
string collective_group_leader = 1;
public boolean 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 ()
public boolean 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;
public boolean 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;
public boolean 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;
public boolean 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;
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;
public boolean 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;
public
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;
public boolean 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;
public 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. 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 ()
public boolean 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;
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;
public boolean 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;
public int hashCode ()
public final boolean isInitialized ()
public static ConfigProto.Experimental parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
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public static ConfigProto.Experimental parseFrom (ByteBuffer data)
Throws
InvalidProtocolBufferException |
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public static ConfigProto.Experimental parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
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public static ConfigProto.Experimental parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
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public static ConfigProto.Experimental parseFrom (com.google.protobuf.CodedInputStream input)
Throws
IOException |
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public static ConfigProto.Experimental parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
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public static ConfigProto.Experimental parseFrom (com.google.protobuf.ByteString data)
Throws
InvalidProtocolBufferException |
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public static ConfigProto.Experimental parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
IOException |
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public static ConfigProto.Experimental parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Throws
InvalidProtocolBufferException |
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public
static
parser
()
public void writeTo (com.google.protobuf.CodedOutputStream output)
Throws
IOException |
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