org.tensorflow.framework

Class RewriterConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.framework.RewriterConfig

All Implemented Interfaces:

com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, RewriterConfigOrBuilder

public final class RewriterConfig
extends com.google.protobuf.GeneratedMessageV3
implements RewriterConfigOrBuilder

 Graph rewriting is experimental and subject to change, not covered by any
 API stability guarantees.
 

Protobuf type tensorflow.RewriterConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	RewriterConfig.Builder Graph rewriting is experimental and subject to change, not covered by any API stability guarantees.
static class	RewriterConfig.MemOptType Protobuf enum tensorflow.RewriterConfig.MemOptType
static class	RewriterConfig.Toggle Protobuf enum tensorflow.RewriterConfig.Toggle

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable

Field Summary

Fields

Modifier and Type	Field and Description
static int	ARITHMETIC_OPTIMIZATION_FIELD_NUMBER
static int	AUTO_PARALLEL_FIELD_NUMBER
static int	CONSTANT_FOLDING_FIELD_NUMBER
static int	DEPENDENCY_OPTIMIZATION_FIELD_NUMBER
static int	DISABLE_MODEL_PRUNING_FIELD_NUMBER
static int	LAYOUT_OPTIMIZER_FIELD_NUMBER
static int	MEMORY_OPTIMIZATION_FIELD_NUMBER
static int	MEMORY_OPTIMIZER_TARGET_NODE_NAME_PREFIX_FIELD_NUMBER
static int	OPTIMIZERS_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
RewriterConfig.Toggle	getArithmeticOptimization() Arithmetic optimizations (default is ON)
int	getArithmeticOptimizationValue() Arithmetic optimizations (default is ON)
AutoParallelOptions	getAutoParallel() Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
AutoParallelOptionsOrBuilder	getAutoParallelOrBuilder() Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
RewriterConfig.Toggle	getConstantFolding() Fold constants (default is ON)
int	getConstantFoldingValue() Fold constants (default is ON)
static RewriterConfig	getDefaultInstance()
RewriterConfig	getDefaultInstanceForType()
RewriterConfig.Toggle	getDependencyOptimization() Control dependency optimizations (default is ON).
int	getDependencyOptimizationValue() Control dependency optimizations (default is ON).
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
boolean	getDisableModelPruning() If true, don't remove unnecessary ops from the graph
RewriterConfig.Toggle	getLayoutOptimizer() Optimize tensor layouts
int	getLayoutOptimizerValue() Optimize tensor layouts
RewriterConfig.MemOptType	getMemoryOptimization() Configures memory optimization passes through the meta-optimizer.
int	getMemoryOptimizationValue() Configures memory optimization passes through the meta-optimizer.
String	getMemoryOptimizerTargetNodeNamePrefix() The prefix for nodes which are valid outputs of recomputations.
com.google.protobuf.ByteString	getMemoryOptimizerTargetNodeNamePrefixBytes() The prefix for nodes which are valid outputs of recomputations.
String	getOptimizers(int index) If non-empty, will use this as an alternative way to specify a list of optimizations to turn on and the order of the optimizations (replacing the meta-optimizer).
com.google.protobuf.ByteString	getOptimizersBytes(int index) If non-empty, will use this as an alternative way to specify a list of optimizations to turn on and the order of the optimizations (replacing the meta-optimizer).
int	getOptimizersCount() If non-empty, will use this as an alternative way to specify a list of optimizations to turn on and the order of the optimizations (replacing the meta-optimizer).
com.google.protobuf.ProtocolStringList	getOptimizersList() If non-empty, will use this as an alternative way to specify a list of optimizations to turn on and the order of the optimizations (replacing the meta-optimizer).
com.google.protobuf.Parser<RewriterConfig>	getParserForType()
int	getSerializedSize()
com.google.protobuf.UnknownFieldSet	getUnknownFields()
boolean	hasAutoParallel() Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static RewriterConfig.Builder	newBuilder()
static RewriterConfig.Builder	newBuilder(RewriterConfig prototype)
RewriterConfig.Builder	newBuilderForType()
protected RewriterConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
static RewriterConfig	parseDelimitedFrom(InputStream input)
static RewriterConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RewriterConfig	parseFrom(byte[] data)
static RewriterConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RewriterConfig	parseFrom(ByteBuffer data)
static RewriterConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RewriterConfig	parseFrom(com.google.protobuf.ByteString data)
static RewriterConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RewriterConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static RewriterConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static RewriterConfig	parseFrom(InputStream input)
static RewriterConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<RewriterConfig>	parser()
RewriterConfig.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

computeStringSize, computeStringSizeNoTag, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, newBuilderForType, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

LAYOUT_OPTIMIZER_FIELD_NUMBER

public static final int LAYOUT_OPTIMIZER_FIELD_NUMBER

See Also:

Constant Field Values

CONSTANT_FOLDING_FIELD_NUMBER

public static final int CONSTANT_FOLDING_FIELD_NUMBER

See Also:

Constant Field Values

ARITHMETIC_OPTIMIZATION_FIELD_NUMBER

public static final int ARITHMETIC_OPTIMIZATION_FIELD_NUMBER

See Also:

Constant Field Values

DEPENDENCY_OPTIMIZATION_FIELD_NUMBER

public static final int DEPENDENCY_OPTIMIZATION_FIELD_NUMBER

See Also:

Constant Field Values

DISABLE_MODEL_PRUNING_FIELD_NUMBER

public static final int DISABLE_MODEL_PRUNING_FIELD_NUMBER

See Also:

Constant Field Values

MEMORY_OPTIMIZATION_FIELD_NUMBER

public static final int MEMORY_OPTIMIZATION_FIELD_NUMBER

See Also:

Constant Field Values

MEMORY_OPTIMIZER_TARGET_NODE_NAME_PREFIX_FIELD_NUMBER

public static final int MEMORY_OPTIMIZER_TARGET_NODE_NAME_PREFIX_FIELD_NUMBER

See Also:

Constant Field Values

AUTO_PARALLEL_FIELD_NUMBER

public static final int AUTO_PARALLEL_FIELD_NUMBER

See Also:

Constant Field Values

OPTIMIZERS_FIELD_NUMBER

public static final int OPTIMIZERS_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

getUnknownFields

public final com.google.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface com.google.protobuf.MessageOrBuilder

Overrides:

getUnknownFields in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getLayoutOptimizerValue

public int getLayoutOptimizerValue()

 Optimize tensor layouts
 

.tensorflow.RewriterConfig.Toggle layout_optimizer = 1;

Specified by:

getLayoutOptimizerValue in interface RewriterConfigOrBuilder

getLayoutOptimizer

public RewriterConfig.Toggle getLayoutOptimizer()

 Optimize tensor layouts
 

.tensorflow.RewriterConfig.Toggle layout_optimizer = 1;

Specified by:

getLayoutOptimizer in interface RewriterConfigOrBuilder

getConstantFoldingValue

public int getConstantFoldingValue()

 Fold constants (default is ON)
 

.tensorflow.RewriterConfig.Toggle constant_folding = 3;

Specified by:

getConstantFoldingValue in interface RewriterConfigOrBuilder

getConstantFolding

public RewriterConfig.Toggle getConstantFolding()

 Fold constants (default is ON)
 

.tensorflow.RewriterConfig.Toggle constant_folding = 3;

Specified by:

getConstantFolding in interface RewriterConfigOrBuilder

getArithmeticOptimizationValue

public int getArithmeticOptimizationValue()

 Arithmetic optimizations (default is ON)
 

.tensorflow.RewriterConfig.Toggle arithmetic_optimization = 7;

Specified by:

getArithmeticOptimizationValue in interface RewriterConfigOrBuilder

getArithmeticOptimization

public RewriterConfig.Toggle getArithmeticOptimization()

 Arithmetic optimizations (default is ON)
 

.tensorflow.RewriterConfig.Toggle arithmetic_optimization = 7;

Specified by:

getArithmeticOptimization in interface RewriterConfigOrBuilder

getDependencyOptimizationValue

public int getDependencyOptimizationValue()

 Control dependency optimizations (default is ON).
 

.tensorflow.RewriterConfig.Toggle dependency_optimization = 8;

Specified by:

getDependencyOptimizationValue in interface RewriterConfigOrBuilder

getDependencyOptimization

public RewriterConfig.Toggle getDependencyOptimization()

 Control dependency optimizations (default is ON).
 

.tensorflow.RewriterConfig.Toggle dependency_optimization = 8;

Specified by:

getDependencyOptimization in interface RewriterConfigOrBuilder

getDisableModelPruning

public boolean getDisableModelPruning()

 If true, don't remove unnecessary ops from the graph
 

bool disable_model_pruning = 2;

Specified by:

getDisableModelPruning in interface RewriterConfigOrBuilder

getMemoryOptimizationValue

public int getMemoryOptimizationValue()

 Configures memory optimization passes through the meta-optimizer. Has no
 effect on manually requested memory optimization passes in the optimizers
 field.
 

.tensorflow.RewriterConfig.MemOptType memory_optimization = 4;

Specified by:

getMemoryOptimizationValue in interface RewriterConfigOrBuilder

getMemoryOptimization

public RewriterConfig.MemOptType getMemoryOptimization()

 Configures memory optimization passes through the meta-optimizer. Has no
 effect on manually requested memory optimization passes in the optimizers
 field.
 

.tensorflow.RewriterConfig.MemOptType memory_optimization = 4;

Specified by:

getMemoryOptimization in interface RewriterConfigOrBuilder

getMemoryOptimizerTargetNodeNamePrefix

public String getMemoryOptimizerTargetNodeNamePrefix()

 The prefix for nodes which are valid outputs of recomputations. Inputs to
 nodes with this name prefix may be recomputed (subject either to manual
 annotation of those input nodes or to manual annotation and heuristics
 depending on memory_optimization), but the prefixed nodes themselves will
 not be recomputed. Typically this will be "gradients/", indicating that
 activations from the forward pass of a graph may be recomputed as inputs to
 gradients, but may be adjusted if gradients are inside a name scope or if
 inputs to non-gradients should be recomputed. Defaults to "gradients/" if
 empty or not set.
 

string memory_optimizer_target_node_name_prefix = 6;

Specified by:

getMemoryOptimizerTargetNodeNamePrefix in interface RewriterConfigOrBuilder

getMemoryOptimizerTargetNodeNamePrefixBytes

public com.google.protobuf.ByteString getMemoryOptimizerTargetNodeNamePrefixBytes()

 The prefix for nodes which are valid outputs of recomputations. Inputs to
 nodes with this name prefix may be recomputed (subject either to manual
 annotation of those input nodes or to manual annotation and heuristics
 depending on memory_optimization), but the prefixed nodes themselves will
 not be recomputed. Typically this will be "gradients/", indicating that
 activations from the forward pass of a graph may be recomputed as inputs to
 gradients, but may be adjusted if gradients are inside a name scope or if
 inputs to non-gradients should be recomputed. Defaults to "gradients/" if
 empty or not set.
 

string memory_optimizer_target_node_name_prefix = 6;

Specified by:

getMemoryOptimizerTargetNodeNamePrefixBytes in interface RewriterConfigOrBuilder

hasAutoParallel

public boolean hasAutoParallel()

 Configures AutoParallel optimization passes either through the
 meta-optimizer or when manually specified through the optimizers field.
 

.tensorflow.AutoParallelOptions auto_parallel = 5;

Specified by:

hasAutoParallel in interface RewriterConfigOrBuilder

getAutoParallel

public AutoParallelOptions getAutoParallel()

 Configures AutoParallel optimization passes either through the
 meta-optimizer or when manually specified through the optimizers field.
 

.tensorflow.AutoParallelOptions auto_parallel = 5;

Specified by:

getAutoParallel in interface RewriterConfigOrBuilder

getAutoParallelOrBuilder

public AutoParallelOptionsOrBuilder getAutoParallelOrBuilder()

 Configures AutoParallel optimization passes either through the
 meta-optimizer or when manually specified through the optimizers field.
 

.tensorflow.AutoParallelOptions auto_parallel = 5;

Specified by:

getAutoParallelOrBuilder in interface RewriterConfigOrBuilder

getOptimizersList

public com.google.protobuf.ProtocolStringList getOptimizersList()

 If non-empty, will use this as an alternative way to specify a list of
 optimizations to turn on and the order of the optimizations (replacing the
 meta-optimizer).
 Of the RewriterConfig options, only the AutoParallel configuration options
 (the auto_parallel field) apply to manually requested optimization passes
 ("autoparallel"). Memory optimization passes ("memory") invoked here are
 not configurable (in contrast to memory optimization passes through the
 meta-optimizer) and act only on manual op annotations.
 

repeated string optimizers = 100;

Specified by:

getOptimizersList in interface RewriterConfigOrBuilder

getOptimizersCount

public int getOptimizersCount()

 If non-empty, will use this as an alternative way to specify a list of
 optimizations to turn on and the order of the optimizations (replacing the
 meta-optimizer).
 Of the RewriterConfig options, only the AutoParallel configuration options
 (the auto_parallel field) apply to manually requested optimization passes
 ("autoparallel"). Memory optimization passes ("memory") invoked here are
 not configurable (in contrast to memory optimization passes through the
 meta-optimizer) and act only on manual op annotations.
 

repeated string optimizers = 100;

Specified by:

getOptimizersCount in interface RewriterConfigOrBuilder

getOptimizers

public String getOptimizers(int index)

 If non-empty, will use this as an alternative way to specify a list of
 optimizations to turn on and the order of the optimizations (replacing the
 meta-optimizer).
 Of the RewriterConfig options, only the AutoParallel configuration options
 (the auto_parallel field) apply to manually requested optimization passes
 ("autoparallel"). Memory optimization passes ("memory") invoked here are
 not configurable (in contrast to memory optimization passes through the
 meta-optimizer) and act only on manual op annotations.
 

repeated string optimizers = 100;

Specified by:

getOptimizers in interface RewriterConfigOrBuilder

getOptimizersBytes

public com.google.protobuf.ByteString getOptimizersBytes(int index)

 If non-empty, will use this as an alternative way to specify a list of
 optimizations to turn on and the order of the optimizations (replacing the
 meta-optimizer).
 Of the RewriterConfig options, only the AutoParallel configuration options
 (the auto_parallel field) apply to manually requested optimization passes
 ("autoparallel"). Memory optimization passes ("memory") invoked here are
 not configurable (in contrast to memory optimization passes through the
 meta-optimizer) and act only on manual op annotations.
 

repeated string optimizers = 100;

Specified by:

getOptimizersBytes in interface RewriterConfigOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static RewriterConfig parseFrom(ByteBuffer data)
                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RewriterConfig parseFrom(ByteBuffer data,
                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RewriterConfig parseFrom(com.google.protobuf.ByteString data)
                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RewriterConfig parseFrom(com.google.protobuf.ByteString data,
                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RewriterConfig parseFrom(byte[] data)
                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RewriterConfig parseFrom(byte[] data,
                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static RewriterConfig parseFrom(InputStream input)
                                throws IOException

Throws:

IOException

parseFrom

public static RewriterConfig parseFrom(InputStream input,
                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static RewriterConfig parseDelimitedFrom(InputStream input)
                                         throws IOException

Throws:

IOException

parseDelimitedFrom

public static RewriterConfig parseDelimitedFrom(InputStream input,
                                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                         throws IOException

Throws:

IOException

parseFrom

public static RewriterConfig parseFrom(com.google.protobuf.CodedInputStream input)
                                throws IOException

Throws:

IOException

parseFrom

public static RewriterConfig parseFrom(com.google.protobuf.CodedInputStream input,
                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws IOException

Throws:

IOException

newBuilderForType

public RewriterConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static RewriterConfig.Builder newBuilder()

newBuilder

public static RewriterConfig.Builder newBuilder(RewriterConfig prototype)

toBuilder

public RewriterConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected RewriterConfig.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static RewriterConfig getDefaultInstance()

parser

public static com.google.protobuf.Parser<RewriterConfig> parser()

getParserForType

public com.google.protobuf.Parser<RewriterConfig> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public RewriterConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder