Class OptimizerOptions.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<OptimizerOptions.Builder>

com.google.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

org.tensorflow.proto.OptimizerOptions.Builder

All Implemented Interfaces:

Message.Builder, MessageLite.Builder, MessageLiteOrBuilder, MessageOrBuilder, Cloneable, OptimizerOptionsOrBuilder

Enclosing class:

OptimizerOptions

public static final class OptimizerOptions.Builder
extends GeneratedMessageV3.Builder<OptimizerOptions.Builder>
implements OptimizerOptionsOrBuilder

Options passed to the graph optimizer

Protobuf type tensorflow.OptimizerOptions

Method Summary

Modifier and Type	Method	Description
OptimizerOptions.Builder	addRepeatedField(Descriptors.FieldDescriptor field, Object value)
OptimizerOptions	build()
OptimizerOptions	buildPartial()
OptimizerOptions.Builder	clear()
OptimizerOptions.Builder	clearCpuGlobalJit()	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.
OptimizerOptions.Builder	clearDoCommonSubexpressionElimination()	If true, optimize the graph using common subexpression elimination.
OptimizerOptions.Builder	clearDoConstantFolding()	If true, perform constant folding optimization on the graph.
OptimizerOptions.Builder	clearDoFunctionInlining()	If true, perform function inlining on the graph.
OptimizerOptions.Builder	clearField(Descriptors.FieldDescriptor field)
OptimizerOptions.Builder	clearGlobalJitLevel()	.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
OptimizerOptions.Builder	clearMaxFoldedConstantInBytes()	Constant folding optimization replaces tensors whose values can be predetermined, with constant nodes.
OptimizerOptions.Builder	clearOneof(Descriptors.OneofDescriptor oneof)
OptimizerOptions.Builder	clearOptLevel()	Overall optimization level.
OptimizerOptions.Builder	clone()
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.
OptimizerOptions	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
Descriptors.Descriptor	getDescriptorForType()
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.
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
OptimizerOptions.Builder	mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
OptimizerOptions.Builder	mergeFrom(Message other)
OptimizerOptions.Builder	mergeFrom(OptimizerOptions other)
final OptimizerOptions.Builder	mergeUnknownFields(UnknownFieldSet unknownFields)
OptimizerOptions.Builder	setCpuGlobalJit(boolean value)	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.
OptimizerOptions.Builder	setDoCommonSubexpressionElimination(boolean value)	If true, optimize the graph using common subexpression elimination.
OptimizerOptions.Builder	setDoConstantFolding(boolean value)	If true, perform constant folding optimization on the graph.
OptimizerOptions.Builder	setDoFunctionInlining(boolean value)	If true, perform function inlining on the graph.
OptimizerOptions.Builder	setField(Descriptors.FieldDescriptor field, Object value)
OptimizerOptions.Builder	setGlobalJitLevel(OptimizerOptions.GlobalJitLevel value)	.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
OptimizerOptions.Builder	setGlobalJitLevelValue(int value)	.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
OptimizerOptions.Builder	setMaxFoldedConstantInBytes(long value)	Constant folding optimization replaces tensors whose values can be predetermined, with constant nodes.
OptimizerOptions.Builder	setOptLevel(OptimizerOptions.Level value)	Overall optimization level.
OptimizerOptions.Builder	setOptLevelValue(int value)	Overall optimization level.
OptimizerOptions.Builder	setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
final OptimizerOptions.Builder	setUnknownFields(UnknownFieldSet unknownFields)

Methods inherited from class GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface MessageLite.Builder

mergeFrom

Methods inherited from interface MessageOrBuilder

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

Method Details

getDescriptor

public static final Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

clear

public OptimizerOptions.Builder clear()

Specified by:

clear in interface Message.Builder

Specified by:

clear in interface MessageLite.Builder

Overrides:

clear in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

getDescriptorForType

public Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface Message.Builder

Specified by:

getDescriptorForType in interface MessageOrBuilder

Overrides:

getDescriptorForType in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

getDefaultInstanceForType

public OptimizerOptions getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder

build

public OptimizerOptions build()

Specified by:

build in interface Message.Builder

Specified by:

build in interface MessageLite.Builder

buildPartial

public OptimizerOptions buildPartial()

Specified by:

buildPartial in interface Message.Builder

Specified by:

buildPartial in interface MessageLite.Builder

clone

public OptimizerOptions.Builder clone()

Specified by:

clone in interface Message.Builder

Specified by:

clone in interface MessageLite.Builder

Overrides:

clone in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

setField

public OptimizerOptions.Builder setField(Descriptors.FieldDescriptor field,
 Object value)

Specified by:

setField in interface Message.Builder

Overrides:

setField in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

clearField

public OptimizerOptions.Builder clearField(Descriptors.FieldDescriptor field)

Specified by:

clearField in interface Message.Builder

Overrides:

clearField in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

clearOneof

public OptimizerOptions.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface Message.Builder

Overrides:

clearOneof in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

setRepeatedField

public OptimizerOptions.Builder setRepeatedField(Descriptors.FieldDescriptor field,
 int index,
 Object value)

Specified by:

setRepeatedField in interface Message.Builder

Overrides:

setRepeatedField in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

addRepeatedField

public OptimizerOptions.Builder addRepeatedField(Descriptors.FieldDescriptor field,
 Object value)

Specified by:

addRepeatedField in interface Message.Builder

Overrides:

addRepeatedField in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

mergeFrom

public OptimizerOptions.Builder mergeFrom(Message other)

Specified by:

mergeFrom in interface Message.Builder

Overrides:

mergeFrom in class AbstractMessage.Builder<OptimizerOptions.Builder>

mergeFrom

public OptimizerOptions.Builder mergeFrom(OptimizerOptions other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface MessageLiteOrBuilder

Overrides:

isInitialized in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

mergeFrom

public OptimizerOptions.Builder mergeFrom(CodedInputStream input,
 ExtensionRegistryLite extensionRegistry)
                                   throws IOException

Specified by:

mergeFrom in interface Message.Builder

Specified by:

mergeFrom in interface MessageLite.Builder

Overrides:

mergeFrom in class AbstractMessage.Builder<OptimizerOptions.Builder>

Throws:

IOException

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.

setDoCommonSubexpressionElimination

public OptimizerOptions.Builder setDoCommonSubexpressionElimination(boolean value)

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;

Parameters:

value - The doCommonSubexpressionElimination to set.

Returns:

This builder for chaining.

clearDoCommonSubexpressionElimination

public OptimizerOptions.Builder clearDoCommonSubexpressionElimination()

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;

Returns:

This builder for chaining.

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.

setDoConstantFolding

public OptimizerOptions.Builder setDoConstantFolding(boolean value)

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;

Parameters:

value - The doConstantFolding to set.

Returns:

This builder for chaining.

clearDoConstantFolding

public OptimizerOptions.Builder clearDoConstantFolding()

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;

Returns:

This builder for chaining.

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.

setMaxFoldedConstantInBytes

public OptimizerOptions.Builder setMaxFoldedConstantInBytes(long value)

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;

Parameters:

value - The maxFoldedConstantInBytes to set.

Returns:

This builder for chaining.

clearMaxFoldedConstantInBytes

public OptimizerOptions.Builder clearMaxFoldedConstantInBytes()

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;

Returns:

This builder for chaining.

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.

setDoFunctionInlining

public OptimizerOptions.Builder setDoFunctionInlining(boolean value)

If true, perform function inlining on the graph.

bool do_function_inlining = 4;

Parameters:

value - The doFunctionInlining to set.

Returns:

This builder for chaining.

clearDoFunctionInlining

public OptimizerOptions.Builder clearDoFunctionInlining()

If true, perform function inlining on the graph.

bool do_function_inlining = 4;

Returns:

This builder for chaining.

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.

setOptLevelValue

public OptimizerOptions.Builder setOptLevelValue(int value)

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;

Parameters:

value - The enum numeric value on the wire for optLevel to set.

Returns:

This builder for chaining.

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.

setOptLevel

public OptimizerOptions.Builder setOptLevel(OptimizerOptions.Level value)

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;

Parameters:

value - The optLevel to set.

Returns:

This builder for chaining.

clearOptLevel

public OptimizerOptions.Builder clearOptLevel()

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;

Returns:

This builder for chaining.

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.

setGlobalJitLevelValue

public OptimizerOptions.Builder setGlobalJitLevelValue(int value)

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Parameters:

value - The enum numeric value on the wire for globalJitLevel to set.

Returns:

This builder for chaining.

getGlobalJitLevel

public OptimizerOptions.GlobalJitLevel getGlobalJitLevel()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Specified by:

getGlobalJitLevel in interface OptimizerOptionsOrBuilder

Returns:

The globalJitLevel.

setGlobalJitLevel

public OptimizerOptions.Builder setGlobalJitLevel(OptimizerOptions.GlobalJitLevel value)

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Parameters:

value - The globalJitLevel to set.

Returns:

This builder for chaining.

clearGlobalJitLevel

public OptimizerOptions.Builder clearGlobalJitLevel()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Returns:

This builder for chaining.

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.

setCpuGlobalJit

public OptimizerOptions.Builder setCpuGlobalJit(boolean value)

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;

Parameters:

value - The cpuGlobalJit to set.

Returns:

This builder for chaining.

clearCpuGlobalJit

public OptimizerOptions.Builder clearCpuGlobalJit()

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;

Returns:

This builder for chaining.

setUnknownFields

public final OptimizerOptions.Builder setUnknownFields(UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface Message.Builder

Overrides:

setUnknownFields in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>

mergeUnknownFields

public final OptimizerOptions.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface Message.Builder

Overrides:

mergeUnknownFields in class GeneratedMessageV3.Builder<OptimizerOptions.Builder>