Class OptimizerOptions

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.OptimizerOptions

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, OptimizerOptionsOrBuilder

public final class OptimizerOptions
extends GeneratedMessageV3
implements OptimizerOptionsOrBuilder

Options passed to the graph optimizer

Protobuf type tensorflow.OptimizerOptions

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	OptimizerOptions.Builder	Options passed to the graph optimizer
static enum	OptimizerOptions.GlobalJitLevel	Control the use of the compiler/jit.
static enum	OptimizerOptions.Level	Optimization level

Nested classes/interfaces inherited from class GeneratedMessageV3

GeneratedMessageV3.BuilderParent, GeneratedMessageV3.ExtendableBuilder<MessageType, BuilderType>, GeneratedMessageV3.ExtendableMessage<MessageType>, GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType>, GeneratedMessageV3.FieldAccessorTable, GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class AbstractMessageLite

AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static final int	CPU_GLOBAL_JIT_FIELD_NUMBER
static final int	DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER
static final int	DO_CONSTANT_FOLDING_FIELD_NUMBER
static final int	DO_FUNCTION_INLINING_FIELD_NUMBER
static final int	GLOBAL_JIT_LEVEL_FIELD_NUMBER
static final int	MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER
static final int	OPT_LEVEL_FIELD_NUMBER

Fields inherited from class GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class AbstractMessage

memoizedSize

Fields inherited from class AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
boolean	getCpuGlobalJit()	CPU code will be autoclustered only if global_jit_level >= ON_1 and either: - this flag is true, or - TF_XLA_FLAGS contains --tf_xla_cpu_global_jit=true.
static OptimizerOptions	getDefaultInstance()
OptimizerOptions	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
boolean	getDoCommonSubexpressionElimination()	If true, optimize the graph using common subexpression elimination.
boolean	getDoConstantFolding()	If true, perform constant folding optimization on the graph.
boolean	getDoFunctionInlining()	If true, perform function inlining on the graph.
OptimizerOptions.GlobalJitLevel	getGlobalJitLevel()	.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
int	getGlobalJitLevelValue()	.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
long	getMaxFoldedConstantInBytes()	Constant folding optimization replaces tensors whose values can be predetermined, with constant nodes.
OptimizerOptions.Level	getOptLevel()	Overall optimization level.
int	getOptLevelValue()	Overall optimization level.
Parser<OptimizerOptions>	getParserForType()
int	getSerializedSize()
final UnknownFieldSet	getUnknownFields()
int	hashCode()
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static OptimizerOptions.Builder	newBuilder()
static OptimizerOptions.Builder	newBuilder(OptimizerOptions prototype)
OptimizerOptions.Builder	newBuilderForType()
protected OptimizerOptions.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static OptimizerOptions	parseDelimitedFrom(InputStream input)
static OptimizerOptions	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(byte[] data)
static OptimizerOptions	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(ByteString data)
static OptimizerOptions	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(CodedInputStream input)
static OptimizerOptions	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(InputStream input)
static OptimizerOptions	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(ByteBuffer data)
static OptimizerOptions	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<OptimizerOptions>	parser()
OptimizerOptions.Builder	toBuilder()
void	writeTo(CodedOutputStream output)

Methods inherited from class GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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, writeStringNoTag

Methods inherited from class AbstractMessage

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

Methods inherited from class AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class Object

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

Methods inherited from interface MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface MessageOrBuilder

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

Field Details

DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER

public static final int DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER

See Also:

• Constant Field Values

DO_CONSTANT_FOLDING_FIELD_NUMBER

public static final int DO_CONSTANT_FOLDING_FIELD_NUMBER

See Also:

• Constant Field Values

MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER

public static final int MAX_FOLDED_CONSTANT_IN_BYTES_FIELD_NUMBER

See Also:

• Constant Field Values

DO_FUNCTION_INLINING_FIELD_NUMBER

public static final int DO_FUNCTION_INLINING_FIELD_NUMBER

See Also:

• Constant Field Values

OPT_LEVEL_FIELD_NUMBER

public static final int OPT_LEVEL_FIELD_NUMBER

See Also:

• Constant Field Values

GLOBAL_JIT_LEVEL_FIELD_NUMBER

public static final int GLOBAL_JIT_LEVEL_FIELD_NUMBER

See Also:

• Constant Field Values

CPU_GLOBAL_JIT_FIELD_NUMBER

public static final int CPU_GLOBAL_JIT_FIELD_NUMBER

See Also:

• Constant Field Values

Method Details

newInstance

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class GeneratedMessageV3

getUnknownFields

public final UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface MessageOrBuilder

Overrides:

getUnknownFields in class GeneratedMessageV3

getDescriptor

public static final Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class GeneratedMessageV3

getDoCommonSubexpressionElimination

public boolean getDoCommonSubexpressionElimination()

If true, optimize the graph using common subexpression elimination.
Note: the optimization Level L1 will override this setting to true. So in
order to disable common subexpression elimination the opt_level has to be
set to L0.

bool do_common_subexpression_elimination = 1;

Specified by:

getDoCommonSubexpressionElimination in interface OptimizerOptionsOrBuilder

Returns:

The doCommonSubexpressionElimination.

getDoConstantFolding

public boolean getDoConstantFolding()

If true, perform constant folding optimization on the graph.
Note: the optimization Level L1 will override this setting to true. So in
order to disable constant folding the opt_level has to be set to L0.

bool do_constant_folding = 2;

Specified by:

getDoConstantFolding in interface OptimizerOptionsOrBuilder

Returns:

The doConstantFolding.

getMaxFoldedConstantInBytes

public long getMaxFoldedConstantInBytes()

Constant folding optimization replaces tensors whose values can be
predetermined, with constant nodes. To avoid inserting too large constants,
the size of each constant created can be limited. If this value is zero, a
default limit of 10 MiB will be applied. If constant folding optimization
is disabled, this value is ignored.

int64 max_folded_constant_in_bytes = 6;

Specified by:

getMaxFoldedConstantInBytes in interface OptimizerOptionsOrBuilder

Returns:

The maxFoldedConstantInBytes.

getDoFunctionInlining

public boolean getDoFunctionInlining()

If true, perform function inlining on the graph.

bool do_function_inlining = 4;

Specified by:

getDoFunctionInlining in interface OptimizerOptionsOrBuilder

Returns:

The doFunctionInlining.

getOptLevelValue

public int getOptLevelValue()

Overall optimization level. The actual optimizations applied will be the
logical OR of the flags that this level implies and any flags already set.

.tensorflow.OptimizerOptions.Level opt_level = 3;

Specified by:

getOptLevelValue in interface OptimizerOptionsOrBuilder

Returns:

The enum numeric value on the wire for optLevel.

getOptLevel

public OptimizerOptions.Level getOptLevel()

Overall optimization level. The actual optimizations applied will be the
logical OR of the flags that this level implies and any flags already set.

.tensorflow.OptimizerOptions.Level opt_level = 3;

Specified by:

getOptLevel in interface OptimizerOptionsOrBuilder

Returns:

The optLevel.

getGlobalJitLevelValue

public int getGlobalJitLevelValue()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Specified by:

getGlobalJitLevelValue in interface OptimizerOptionsOrBuilder

Returns:

The enum numeric value on the wire for globalJitLevel.

getGlobalJitLevel

public OptimizerOptions.GlobalJitLevel getGlobalJitLevel()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Specified by:

getGlobalJitLevel in interface OptimizerOptionsOrBuilder

Returns:

The globalJitLevel.

getCpuGlobalJit

public boolean getCpuGlobalJit()

CPU code will be autoclustered only if global_jit_level >= ON_1 and either:
 - this flag is true, or
 - TF_XLA_FLAGS contains --tf_xla_cpu_global_jit=true.

bool cpu_global_jit = 7;

Specified by:

getCpuGlobalJit in interface OptimizerOptionsOrBuilder

Returns:

The cpuGlobalJit.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface MessageLiteOrBuilder

Overrides:

isInitialized in class GeneratedMessageV3

writeTo

public void writeTo(CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface MessageLite

Overrides:

writeTo in class GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface MessageLite

Overrides:

getSerializedSize in class GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface Message

Overrides:

equals in class AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface Message

Overrides:

hashCode in class AbstractMessage

parseFrom

public static OptimizerOptions parseFrom(ByteBuffer data)
                                  throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(ByteBuffer data,
 ExtensionRegistryLite extensionRegistry)
                                  throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(ByteString data)
                                  throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(ByteString data,
 ExtensionRegistryLite extensionRegistry)
                                  throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(byte[] data)
                                  throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(byte[] data,
 ExtensionRegistryLite extensionRegistry)
                                  throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(InputStream input)
                                  throws IOException

Throws:

IOException

parseFrom

public static OptimizerOptions parseFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                                  throws IOException

Throws:

IOException

parseDelimitedFrom

public static OptimizerOptions parseDelimitedFrom(InputStream input)
                                           throws IOException

Throws:

IOException

parseDelimitedFrom

public static OptimizerOptions parseDelimitedFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                                           throws IOException

Throws:

IOException

parseFrom

public static OptimizerOptions parseFrom(CodedInputStream input)
                                  throws IOException

Throws:

IOException

parseFrom

public static OptimizerOptions parseFrom(CodedInputStream input,
 ExtensionRegistryLite extensionRegistry)
                                  throws IOException

Throws:

IOException

newBuilderForType

public OptimizerOptions.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static OptimizerOptions.Builder newBuilder()

newBuilder

public static OptimizerOptions.Builder newBuilder(OptimizerOptions prototype)

toBuilder

public OptimizerOptions.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected OptimizerOptions.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static OptimizerOptions getDefaultInstance()

parser

public static Parser<OptimizerOptions> parser()

getParserForType

public Parser<OptimizerOptions> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public OptimizerOptions getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder