Package org.tensorflow.framework
Class ConfigProto
java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.framework.ConfigProto
- All Implemented Interfaces:
com.google.protobuf.Message,com.google.protobuf.MessageLite,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,Serializable,ConfigProtoOrBuilder
public final class ConfigProto
extends com.google.protobuf.GeneratedMessageV3
implements ConfigProtoOrBuilder
Session configuration parameters. The system picks appropriate values for fields that are not set.Protobuf type
tensorflow.ConfigProto- See Also:
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Nested Class Summary
Nested ClassesModifier and TypeClassDescriptionstatic final classSession configuration parameters.static final classEverything inside Experimental is subject to change and is not subject to API stability guarantees in https://www.tensorflow.org/guide/version_compat.static interfaceNested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT, BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessageLite.InternalOneOfEnum -
Field Summary
FieldsModifier and TypeFieldDescriptionstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intFields inherited from class com.google.protobuf.GeneratedMessageV3
alwaysUseFieldBuilders, unknownFieldsFields inherited from class com.google.protobuf.AbstractMessage
memoizedSizeFields inherited from class com.google.protobuf.AbstractMessageLite
memoizedHashCode -
Method Summary
Modifier and TypeMethodDescriptionbooleanMap from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use.booleanbooleanWhether soft placement is allowed.Optional list of all workers to use in this session.Optional list of all workers to use in this session.static ConfigProtostatic final com.google.protobuf.Descriptors.DescriptorDeprecated.intMap from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use.Map from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use.intgetDeviceCountOrDefault(String key, int defaultValue) Map from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use.intMap from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use.getDeviceFilters(int index) When any filters are present sessions will ignore all devices which do not match the filters.com.google.protobuf.ByteStringgetDeviceFiltersBytes(int index) When any filters are present sessions will ignore all devices which do not match the filters.intWhen any filters are present sessions will ignore all devices which do not match the filters.com.google.protobuf.ProtocolStringListWhen any filters are present sessions will ignore all devices which do not match the filters..tensorflow.ConfigProto.Experimental experimental = 16;.tensorflow.ConfigProto.Experimental experimental = 16;Options that apply to all GPUs.Options that apply to all GPUs.Options that apply to all graphs.Options that apply to all graphs.intNodes that perform blocking operations are enqueued on a pool of inter_op_parallelism_threads available in each process. 0 means the system picks an appropriate number.intThe execution of an individual op (for some op types) can be parallelized on a pool of intra_op_parallelism_threads. 0 means the system picks an appropriate number.booleanIf true, any resources such as Variables used in the session will not be shared with other sessions.booleanWhether device placements should be logged.longGlobal timeout for all blocking operations in this session.com.google.protobuf.Parser<ConfigProto> intAssignment of Nodes to Devices is recomputed every placement_period steps until the system warms up (at which point the recomputation typically slows down automatically).Options that apply to pluggable devices.Options that apply to pluggable devices.Options that apply when this session uses the distributed runtime.Options that apply when this session uses the distributed runtime.intgetSessionInterOpThreadPool(int index) This option is experimental - it may be replaced with a different mechanism in the future.intThis option is experimental - it may be replaced with a different mechanism in the future.This option is experimental - it may be replaced with a different mechanism in the future.getSessionInterOpThreadPoolOrBuilder(int index) This option is experimental - it may be replaced with a different mechanism in the future.List<? extends ThreadPoolOptionProtoOrBuilder> This option is experimental - it may be replaced with a different mechanism in the future.booleanWhen true, WorkerSessions are created with device attributes from the full cluster.booleanIf true, use a new set of threads for this session rather than the global pool of threads.booleanOptional list of all workers to use in this session.boolean.tensorflow.ConfigProto.Experimental experimental = 16;booleanOptions that apply to all GPUs.booleanOptions that apply to all graphs.inthashCode()booleanOptions that apply to pluggable devices.booleanOptions that apply when this session uses the distributed runtime.protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTableprotected com.google.protobuf.MapFieldReflectionAccessorinternalGetMapFieldReflection(int number) final booleanstatic ConfigProto.Builderstatic ConfigProto.BuildernewBuilder(ConfigProto prototype) protected ConfigProto.BuildernewBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) protected ObjectnewInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) static ConfigProtoparseDelimitedFrom(InputStream input) static ConfigProtoparseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static ConfigProtoparseFrom(byte[] data) static ConfigProtoparseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static ConfigProtoparseFrom(com.google.protobuf.ByteString data) static ConfigProtoparseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static ConfigProtoparseFrom(com.google.protobuf.CodedInputStream input) static ConfigProtoparseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static ConfigProtoparseFrom(InputStream input) static ConfigProtoparseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static ConfigProtoparseFrom(ByteBuffer data) static ConfigProtoparseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static com.google.protobuf.Parser<ConfigProto> parser()voidwriteTo(com.google.protobuf.CodedOutputStream output) Methods inherited from class com.google.protobuf.GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagMethods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringMethods inherited from class com.google.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, waitMethods inherited from interface com.google.protobuf.MessageLite
toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof
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Field Details
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DEVICE_COUNT_FIELD_NUMBER
public static final int DEVICE_COUNT_FIELD_NUMBER- See Also:
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INTRA_OP_PARALLELISM_THREADS_FIELD_NUMBER
public static final int INTRA_OP_PARALLELISM_THREADS_FIELD_NUMBER- See Also:
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INTER_OP_PARALLELISM_THREADS_FIELD_NUMBER
public static final int INTER_OP_PARALLELISM_THREADS_FIELD_NUMBER- See Also:
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USE_PER_SESSION_THREADS_FIELD_NUMBER
public static final int USE_PER_SESSION_THREADS_FIELD_NUMBER- See Also:
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SESSION_INTER_OP_THREAD_POOL_FIELD_NUMBER
public static final int SESSION_INTER_OP_THREAD_POOL_FIELD_NUMBER- See Also:
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PLACEMENT_PERIOD_FIELD_NUMBER
public static final int PLACEMENT_PERIOD_FIELD_NUMBER- See Also:
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DEVICE_FILTERS_FIELD_NUMBER
public static final int DEVICE_FILTERS_FIELD_NUMBER- See Also:
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GPU_OPTIONS_FIELD_NUMBER
public static final int GPU_OPTIONS_FIELD_NUMBER- See Also:
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PLUGGABLE_DEVICE_OPTIONS_FIELD_NUMBER
public static final int PLUGGABLE_DEVICE_OPTIONS_FIELD_NUMBER- See Also:
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ALLOW_SOFT_PLACEMENT_FIELD_NUMBER
public static final int ALLOW_SOFT_PLACEMENT_FIELD_NUMBER- See Also:
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LOG_DEVICE_PLACEMENT_FIELD_NUMBER
public static final int LOG_DEVICE_PLACEMENT_FIELD_NUMBER- See Also:
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GRAPH_OPTIONS_FIELD_NUMBER
public static final int GRAPH_OPTIONS_FIELD_NUMBER- See Also:
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OPERATION_TIMEOUT_IN_MS_FIELD_NUMBER
public static final int OPERATION_TIMEOUT_IN_MS_FIELD_NUMBER- See Also:
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RPC_OPTIONS_FIELD_NUMBER
public static final int RPC_OPTIONS_FIELD_NUMBER- See Also:
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CLUSTER_DEF_FIELD_NUMBER
public static final int CLUSTER_DEF_FIELD_NUMBER- See Also:
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ISOLATE_SESSION_STATE_FIELD_NUMBER
public static final int ISOLATE_SESSION_STATE_FIELD_NUMBER- See Also:
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SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER
public static final int SHARE_CLUSTER_DEVICES_IN_SESSION_FIELD_NUMBER- See Also:
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EXPERIMENTAL_FIELD_NUMBER
public static final int EXPERIMENTAL_FIELD_NUMBER- See Also:
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Method Details
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newInstance
- Overrides:
newInstancein classcom.google.protobuf.GeneratedMessageV3
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() -
internalGetMapFieldReflection
protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number) - Overrides:
internalGetMapFieldReflectionin classcom.google.protobuf.GeneratedMessageV3
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internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessageV3
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getDeviceCountCount
public int getDeviceCountCount()Description copied from interface:ConfigProtoOrBuilderMap from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use. If a particular device type is not found in the map, the system picks an appropriate number.
map<string, int32> device_count = 1;- Specified by:
getDeviceCountCountin interfaceConfigProtoOrBuilder
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containsDeviceCount
Map from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use. If a particular device type is not found in the map, the system picks an appropriate number.
map<string, int32> device_count = 1;- Specified by:
containsDeviceCountin interfaceConfigProtoOrBuilder
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getDeviceCount
Deprecated.UsegetDeviceCountMap()instead.- Specified by:
getDeviceCountin interfaceConfigProtoOrBuilder
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getDeviceCountMap
Map from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use. If a particular device type is not found in the map, the system picks an appropriate number.
map<string, int32> device_count = 1;- Specified by:
getDeviceCountMapin interfaceConfigProtoOrBuilder
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getDeviceCountOrDefault
Map from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use. If a particular device type is not found in the map, the system picks an appropriate number.
map<string, int32> device_count = 1;- Specified by:
getDeviceCountOrDefaultin interfaceConfigProtoOrBuilder
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getDeviceCountOrThrow
Map from device type name (e.g., "CPU" or "GPU" ) to maximum number of devices of that type to use. If a particular device type is not found in the map, the system picks an appropriate number.
map<string, int32> device_count = 1;- Specified by:
getDeviceCountOrThrowin interfaceConfigProtoOrBuilder
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getIntraOpParallelismThreads
public int getIntraOpParallelismThreads()The execution of an individual op (for some op types) can be parallelized on a pool of intra_op_parallelism_threads. 0 means the system picks an appropriate number. If you create an ordinary session, e.g., from Python or C++, then there is exactly one intra op thread pool per process. The first session created determines the number of threads in this pool. All subsequent sessions reuse/share this one global pool. There are notable exceptions to the default behavior described above: 1. There is an environment variable for overriding this thread pool, named TF_OVERRIDE_GLOBAL_THREADPOOL. 2. When connecting to a server, such as a remote `tf.train.Server` instance, then this option will be ignored altogether.int32 intra_op_parallelism_threads = 2;- Specified by:
getIntraOpParallelismThreadsin interfaceConfigProtoOrBuilder- Returns:
- The intraOpParallelismThreads.
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getInterOpParallelismThreads
public int getInterOpParallelismThreads()Nodes that perform blocking operations are enqueued on a pool of inter_op_parallelism_threads available in each process. 0 means the system picks an appropriate number. Negative means all operations are performed in caller's thread. Note that the first Session created in the process sets the number of threads for all future sessions unless use_per_session_threads is true or session_inter_op_thread_pool is configured.
int32 inter_op_parallelism_threads = 5;- Specified by:
getInterOpParallelismThreadsin interfaceConfigProtoOrBuilder- Returns:
- The interOpParallelismThreads.
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getUsePerSessionThreads
public boolean getUsePerSessionThreads()If true, use a new set of threads for this session rather than the global pool of threads. Only supported by direct sessions. If false, use the global threads created by the first session, or the per-session thread pools configured by session_inter_op_thread_pool. This option is deprecated. The same effect can be achieved by setting session_inter_op_thread_pool to have one element, whose num_threads equals inter_op_parallelism_threads.
bool use_per_session_threads = 9;- Specified by:
getUsePerSessionThreadsin interfaceConfigProtoOrBuilder- Returns:
- The usePerSessionThreads.
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getSessionInterOpThreadPoolList
This option is experimental - it may be replaced with a different mechanism in the future. Configures session thread pools. If this is configured, then RunOptions for a Run call can select the thread pool to use. The intended use is for when some session invocations need to run in a background pool limited to a small number of threads: - For example, a session may be configured to have one large pool (for regular compute) and one small pool (for periodic, low priority work); using the small pool is currently the mechanism for limiting the inter-op parallelism of the low priority work. Note that it does not limit the parallelism of work spawned by a single op kernel implementation. - Using this setting is normally not needed in training, but may help some serving use cases. - It is also generally recommended to set the global_name field of this proto, to avoid creating multiple large pools. It is typically better to run the non-low-priority work, even across sessions, in a single large pool.
repeated .tensorflow.ThreadPoolOptionProto session_inter_op_thread_pool = 12;- Specified by:
getSessionInterOpThreadPoolListin interfaceConfigProtoOrBuilder
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getSessionInterOpThreadPoolOrBuilderList
This option is experimental - it may be replaced with a different mechanism in the future. Configures session thread pools. If this is configured, then RunOptions for a Run call can select the thread pool to use. The intended use is for when some session invocations need to run in a background pool limited to a small number of threads: - For example, a session may be configured to have one large pool (for regular compute) and one small pool (for periodic, low priority work); using the small pool is currently the mechanism for limiting the inter-op parallelism of the low priority work. Note that it does not limit the parallelism of work spawned by a single op kernel implementation. - Using this setting is normally not needed in training, but may help some serving use cases. - It is also generally recommended to set the global_name field of this proto, to avoid creating multiple large pools. It is typically better to run the non-low-priority work, even across sessions, in a single large pool.
repeated .tensorflow.ThreadPoolOptionProto session_inter_op_thread_pool = 12;- Specified by:
getSessionInterOpThreadPoolOrBuilderListin interfaceConfigProtoOrBuilder
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getSessionInterOpThreadPoolCount
public int getSessionInterOpThreadPoolCount()This option is experimental - it may be replaced with a different mechanism in the future. Configures session thread pools. If this is configured, then RunOptions for a Run call can select the thread pool to use. The intended use is for when some session invocations need to run in a background pool limited to a small number of threads: - For example, a session may be configured to have one large pool (for regular compute) and one small pool (for periodic, low priority work); using the small pool is currently the mechanism for limiting the inter-op parallelism of the low priority work. Note that it does not limit the parallelism of work spawned by a single op kernel implementation. - Using this setting is normally not needed in training, but may help some serving use cases. - It is also generally recommended to set the global_name field of this proto, to avoid creating multiple large pools. It is typically better to run the non-low-priority work, even across sessions, in a single large pool.
repeated .tensorflow.ThreadPoolOptionProto session_inter_op_thread_pool = 12;- Specified by:
getSessionInterOpThreadPoolCountin interfaceConfigProtoOrBuilder
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getSessionInterOpThreadPool
This option is experimental - it may be replaced with a different mechanism in the future. Configures session thread pools. If this is configured, then RunOptions for a Run call can select the thread pool to use. The intended use is for when some session invocations need to run in a background pool limited to a small number of threads: - For example, a session may be configured to have one large pool (for regular compute) and one small pool (for periodic, low priority work); using the small pool is currently the mechanism for limiting the inter-op parallelism of the low priority work. Note that it does not limit the parallelism of work spawned by a single op kernel implementation. - Using this setting is normally not needed in training, but may help some serving use cases. - It is also generally recommended to set the global_name field of this proto, to avoid creating multiple large pools. It is typically better to run the non-low-priority work, even across sessions, in a single large pool.
repeated .tensorflow.ThreadPoolOptionProto session_inter_op_thread_pool = 12;- Specified by:
getSessionInterOpThreadPoolin interfaceConfigProtoOrBuilder
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getSessionInterOpThreadPoolOrBuilder
This option is experimental - it may be replaced with a different mechanism in the future. Configures session thread pools. If this is configured, then RunOptions for a Run call can select the thread pool to use. The intended use is for when some session invocations need to run in a background pool limited to a small number of threads: - For example, a session may be configured to have one large pool (for regular compute) and one small pool (for periodic, low priority work); using the small pool is currently the mechanism for limiting the inter-op parallelism of the low priority work. Note that it does not limit the parallelism of work spawned by a single op kernel implementation. - Using this setting is normally not needed in training, but may help some serving use cases. - It is also generally recommended to set the global_name field of this proto, to avoid creating multiple large pools. It is typically better to run the non-low-priority work, even across sessions, in a single large pool.
repeated .tensorflow.ThreadPoolOptionProto session_inter_op_thread_pool = 12;- Specified by:
getSessionInterOpThreadPoolOrBuilderin interfaceConfigProtoOrBuilder
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getPlacementPeriod
public int getPlacementPeriod()Assignment of Nodes to Devices is recomputed every placement_period steps until the system warms up (at which point the recomputation typically slows down automatically).
int32 placement_period = 3;- Specified by:
getPlacementPeriodin interfaceConfigProtoOrBuilder- Returns:
- The placementPeriod.
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getDeviceFiltersList
public com.google.protobuf.ProtocolStringList getDeviceFiltersList()When any filters are present sessions will ignore all devices which do not match the filters. Each filter can be partially specified, e.g. "/job:ps" "/job:worker/replica:3", etc.
repeated string device_filters = 4;- Specified by:
getDeviceFiltersListin interfaceConfigProtoOrBuilder- Returns:
- A list containing the deviceFilters.
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getDeviceFiltersCount
public int getDeviceFiltersCount()When any filters are present sessions will ignore all devices which do not match the filters. Each filter can be partially specified, e.g. "/job:ps" "/job:worker/replica:3", etc.
repeated string device_filters = 4;- Specified by:
getDeviceFiltersCountin interfaceConfigProtoOrBuilder- Returns:
- The count of deviceFilters.
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getDeviceFilters
When any filters are present sessions will ignore all devices which do not match the filters. Each filter can be partially specified, e.g. "/job:ps" "/job:worker/replica:3", etc.
repeated string device_filters = 4;- Specified by:
getDeviceFiltersin interfaceConfigProtoOrBuilder- Parameters:
index- The index of the element to return.- Returns:
- The deviceFilters at the given index.
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getDeviceFiltersBytes
public com.google.protobuf.ByteString getDeviceFiltersBytes(int index) When any filters are present sessions will ignore all devices which do not match the filters. Each filter can be partially specified, e.g. "/job:ps" "/job:worker/replica:3", etc.
repeated string device_filters = 4;- Specified by:
getDeviceFiltersBytesin interfaceConfigProtoOrBuilder- Parameters:
index- The index of the value to return.- Returns:
- The bytes of the deviceFilters at the given index.
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hasGpuOptions
public boolean hasGpuOptions()Options that apply to all GPUs.
.tensorflow.GPUOptions gpu_options = 6;- Specified by:
hasGpuOptionsin interfaceConfigProtoOrBuilder- Returns:
- Whether the gpuOptions field is set.
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getGpuOptions
Options that apply to all GPUs.
.tensorflow.GPUOptions gpu_options = 6;- Specified by:
getGpuOptionsin interfaceConfigProtoOrBuilder- Returns:
- The gpuOptions.
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getGpuOptionsOrBuilder
Options that apply to all GPUs.
.tensorflow.GPUOptions gpu_options = 6;- Specified by:
getGpuOptionsOrBuilderin interfaceConfigProtoOrBuilder
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hasPluggableDeviceOptions
public boolean hasPluggableDeviceOptions()Options that apply to pluggable devices.
.tensorflow.GPUOptions pluggable_device_options = 18;- Specified by:
hasPluggableDeviceOptionsin interfaceConfigProtoOrBuilder- Returns:
- Whether the pluggableDeviceOptions field is set.
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getPluggableDeviceOptions
Options that apply to pluggable devices.
.tensorflow.GPUOptions pluggable_device_options = 18;- Specified by:
getPluggableDeviceOptionsin interfaceConfigProtoOrBuilder- Returns:
- The pluggableDeviceOptions.
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getPluggableDeviceOptionsOrBuilder
Options that apply to pluggable devices.
.tensorflow.GPUOptions pluggable_device_options = 18;- Specified by:
getPluggableDeviceOptionsOrBuilderin interfaceConfigProtoOrBuilder
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getAllowSoftPlacement
public boolean getAllowSoftPlacement()Whether soft placement is allowed. If allow_soft_placement is true, an op will be placed on CPU if 1. there's no GPU implementation for the OP or 2. no GPU devices are known or registered or 3. need to co-locate with reftype input(s) which are from CPU.
bool allow_soft_placement = 7;- Specified by:
getAllowSoftPlacementin interfaceConfigProtoOrBuilder- Returns:
- The allowSoftPlacement.
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getLogDevicePlacement
public boolean getLogDevicePlacement()Whether device placements should be logged.
bool log_device_placement = 8;- Specified by:
getLogDevicePlacementin interfaceConfigProtoOrBuilder- Returns:
- The logDevicePlacement.
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hasGraphOptions
public boolean hasGraphOptions()Options that apply to all graphs.
.tensorflow.GraphOptions graph_options = 10;- Specified by:
hasGraphOptionsin interfaceConfigProtoOrBuilder- Returns:
- Whether the graphOptions field is set.
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getGraphOptions
Options that apply to all graphs.
.tensorflow.GraphOptions graph_options = 10;- Specified by:
getGraphOptionsin interfaceConfigProtoOrBuilder- Returns:
- The graphOptions.
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getGraphOptionsOrBuilder
Options that apply to all graphs.
.tensorflow.GraphOptions graph_options = 10;- Specified by:
getGraphOptionsOrBuilderin interfaceConfigProtoOrBuilder
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getOperationTimeoutInMs
public long getOperationTimeoutInMs()Global timeout for all blocking operations in this session. If non-zero, and not overridden on a per-operation basis, this value will be used as the deadline for all blocking operations.
int64 operation_timeout_in_ms = 11;- Specified by:
getOperationTimeoutInMsin interfaceConfigProtoOrBuilder- Returns:
- The operationTimeoutInMs.
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hasRpcOptions
public boolean hasRpcOptions()Options that apply when this session uses the distributed runtime.
.tensorflow.RPCOptions rpc_options = 13;- Specified by:
hasRpcOptionsin interfaceConfigProtoOrBuilder- Returns:
- Whether the rpcOptions field is set.
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getRpcOptions
Options that apply when this session uses the distributed runtime.
.tensorflow.RPCOptions rpc_options = 13;- Specified by:
getRpcOptionsin interfaceConfigProtoOrBuilder- Returns:
- The rpcOptions.
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getRpcOptionsOrBuilder
Options that apply when this session uses the distributed runtime.
.tensorflow.RPCOptions rpc_options = 13;- Specified by:
getRpcOptionsOrBuilderin interfaceConfigProtoOrBuilder
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hasClusterDef
public boolean hasClusterDef()Optional list of all workers to use in this session.
.tensorflow.ClusterDef cluster_def = 14;- Specified by:
hasClusterDefin interfaceConfigProtoOrBuilder- Returns:
- Whether the clusterDef field is set.
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getClusterDef
Optional list of all workers to use in this session.
.tensorflow.ClusterDef cluster_def = 14;- Specified by:
getClusterDefin interfaceConfigProtoOrBuilder- Returns:
- The clusterDef.
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getClusterDefOrBuilder
Optional list of all workers to use in this session.
.tensorflow.ClusterDef cluster_def = 14;- Specified by:
getClusterDefOrBuilderin interfaceConfigProtoOrBuilder
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getIsolateSessionState
public boolean getIsolateSessionState()If true, any resources such as Variables used in the session will not be shared with other sessions. However, when clusterspec propagation is enabled, this field is ignored and sessions are always isolated.
bool isolate_session_state = 15;- Specified by:
getIsolateSessionStatein interfaceConfigProtoOrBuilder- Returns:
- The isolateSessionState.
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hasExperimental
public boolean hasExperimental().tensorflow.ConfigProto.Experimental experimental = 16;- Specified by:
hasExperimentalin interfaceConfigProtoOrBuilder- Returns:
- Whether the experimental field is set.
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getExperimental
.tensorflow.ConfigProto.Experimental experimental = 16;- Specified by:
getExperimentalin interfaceConfigProtoOrBuilder- Returns:
- The experimental.
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getExperimentalOrBuilder
.tensorflow.ConfigProto.Experimental experimental = 16;- Specified by:
getExperimentalOrBuilderin interfaceConfigProtoOrBuilder
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isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessageV3
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writeTo
- Specified by:
writeToin interfacecom.google.protobuf.MessageLite- Overrides:
writeToin classcom.google.protobuf.GeneratedMessageV3- Throws:
IOException
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getSerializedSize
public int getSerializedSize()- Specified by:
getSerializedSizein interfacecom.google.protobuf.MessageLite- Overrides:
getSerializedSizein classcom.google.protobuf.GeneratedMessageV3
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equals
- Specified by:
equalsin interfacecom.google.protobuf.Message- Overrides:
equalsin classcom.google.protobuf.AbstractMessage
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hashCode
public int hashCode()- Specified by:
hashCodein interfacecom.google.protobuf.Message- Overrides:
hashCodein classcom.google.protobuf.AbstractMessage
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parseFrom
public static ConfigProto parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static ConfigProto parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static ConfigProto parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static ConfigProto parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static ConfigProto parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static ConfigProto parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
- Throws:
IOException
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parseFrom
public static ConfigProto parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseDelimitedFrom
- Throws:
IOException
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parseDelimitedFrom
public static ConfigProto parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseFrom
- Throws:
IOException
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parseFrom
public static ConfigProto parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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newBuilderForType
- Specified by:
newBuilderForTypein interfacecom.google.protobuf.Message- Specified by:
newBuilderForTypein interfacecom.google.protobuf.MessageLite
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newBuilder
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newBuilder
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toBuilder
- Specified by:
toBuilderin interfacecom.google.protobuf.Message- Specified by:
toBuilderin interfacecom.google.protobuf.MessageLite
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newBuilderForType
protected ConfigProto.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) - Specified by:
newBuilderForTypein classcom.google.protobuf.GeneratedMessageV3
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getDefaultInstance
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parser
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getParserForType
- Specified by:
getParserForTypein interfacecom.google.protobuf.Message- Specified by:
getParserForTypein interfacecom.google.protobuf.MessageLite- Overrides:
getParserForTypein classcom.google.protobuf.GeneratedMessageV3
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getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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