org.tensorflow.framework

Class OptimizerOptions.Builder

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite.Builder

org.nd4j.shade.protobuf.AbstractMessage.Builder<BuilderType>

org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

org.tensorflow.framework.OptimizerOptions.Builder

All Implemented Interfaces:

Cloneable, org.nd4j.shade.protobuf.Message.Builder, org.nd4j.shade.protobuf.MessageLite.Builder, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, OptimizerOptionsOrBuilder

Enclosing class:

OptimizerOptions

public static final class OptimizerOptions.Builder
extends org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>
implements OptimizerOptionsOrBuilder

 Options passed to the graph optimizer
 

Protobuf type tensorflow.OptimizerOptions

Method Summary

Modifier and Type	Method and Description
OptimizerOptions.Builder	addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, Object value)
OptimizerOptions	build()
OptimizerOptions	buildPartial()
OptimizerOptions.Builder	clear()
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(org.nd4j.shade.protobuf.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(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)
OptimizerOptions.Builder	clearOptLevel() Overall optimization level.
OptimizerOptions.Builder	clone()
OptimizerOptions	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
OptimizerOptions.Builder	mergeFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
OptimizerOptions.Builder	mergeFrom(org.nd4j.shade.protobuf.Message other)
OptimizerOptions.Builder	mergeFrom(OptimizerOptions other)
OptimizerOptions.Builder	mergeUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)
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(org.nd4j.shade.protobuf.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(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
OptimizerOptions.Builder	setUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder

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

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage.Builder

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

Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder

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

Methods inherited from interface org.nd4j.shade.protobuf.MessageLite.Builder

mergeFrom

Method Detail

getDescriptor

public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

clear

public OptimizerOptions.Builder clear()

Specified by:

clear in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clear in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clear in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

getDescriptorForType

public org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface org.nd4j.shade.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

getDefaultInstanceForType

public OptimizerOptions getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder

build

public OptimizerOptions build()

Specified by:

build in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

build in interface org.nd4j.shade.protobuf.MessageLite.Builder

buildPartial

public OptimizerOptions buildPartial()

Specified by:

buildPartial in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

buildPartial in interface org.nd4j.shade.protobuf.MessageLite.Builder

clone

public OptimizerOptions.Builder clone()

Specified by:

clone in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clone in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clone in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

setField

public OptimizerOptions.Builder setField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                         Object value)

Specified by:

setField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

clearField

public OptimizerOptions.Builder clearField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

clearOneof

public OptimizerOptions.Builder clearOneof(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearOneof in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

setRepeatedField

public OptimizerOptions.Builder setRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                                 int index,
                                                 Object value)

Specified by:

setRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

addRepeatedField

public OptimizerOptions.Builder addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                                 Object value)

Specified by:

addRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

addRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

mergeFrom

public OptimizerOptions.Builder mergeFrom(org.nd4j.shade.protobuf.Message other)

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<OptimizerOptions.Builder>

mergeFrom

public OptimizerOptions.Builder mergeFrom(OptimizerOptions other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

mergeFrom

public OptimizerOptions.Builder mergeFrom(org.nd4j.shade.protobuf.CodedInputStream input,
                                          org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                   throws IOException

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<OptimizerOptions.Builder>

Throws:

IOException

getDoCommonSubexpressionElimination

public boolean getDoCommonSubexpressionElimination()

 If true, optimize the graph using common subexpression elimination.
 

bool do_common_subexpression_elimination = 1;

Specified by:

getDoCommonSubexpressionElimination in interface OptimizerOptionsOrBuilder

setDoCommonSubexpressionElimination

public OptimizerOptions.Builder setDoCommonSubexpressionElimination(boolean value)

 If true, optimize the graph using common subexpression elimination.
 

bool do_common_subexpression_elimination = 1;

clearDoCommonSubexpressionElimination

public OptimizerOptions.Builder clearDoCommonSubexpressionElimination()

 If true, optimize the graph using common subexpression elimination.
 

bool do_common_subexpression_elimination = 1;

getDoConstantFolding

public boolean getDoConstantFolding()

 If true, perform constant folding optimization on the graph.
 

bool do_constant_folding = 2;

Specified by:

getDoConstantFolding in interface OptimizerOptionsOrBuilder

setDoConstantFolding

public OptimizerOptions.Builder setDoConstantFolding(boolean value)

 If true, perform constant folding optimization on the graph.
 

bool do_constant_folding = 2;

clearDoConstantFolding

public OptimizerOptions.Builder clearDoConstantFolding()

 If true, perform constant folding optimization on the graph.
 

bool do_constant_folding = 2;

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

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;

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;

getDoFunctionInlining

public boolean getDoFunctionInlining()

 If true, perform function inlining on the graph.
 

bool do_function_inlining = 4;

Specified by:

getDoFunctionInlining in interface OptimizerOptionsOrBuilder

setDoFunctionInlining

public OptimizerOptions.Builder setDoFunctionInlining(boolean value)

 If true, perform function inlining on the graph.
 

bool do_function_inlining = 4;

clearDoFunctionInlining

public OptimizerOptions.Builder clearDoFunctionInlining()

 If true, perform function inlining on the graph.
 

bool do_function_inlining = 4;

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

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;

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

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;

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;

getGlobalJitLevelValue

public int getGlobalJitLevelValue()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Specified by:

getGlobalJitLevelValue in interface OptimizerOptionsOrBuilder

setGlobalJitLevelValue

public OptimizerOptions.Builder setGlobalJitLevelValue(int value)

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

getGlobalJitLevel

public OptimizerOptions.GlobalJitLevel getGlobalJitLevel()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Specified by:

getGlobalJitLevel in interface OptimizerOptionsOrBuilder

setGlobalJitLevel

public OptimizerOptions.Builder setGlobalJitLevel(OptimizerOptions.GlobalJitLevel value)

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

clearGlobalJitLevel

public OptimizerOptions.Builder clearGlobalJitLevel()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

setUnknownFields

public final OptimizerOptions.Builder setUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>

mergeUnknownFields

public final OptimizerOptions.Builder mergeUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<OptimizerOptions.Builder>