org.tensorflow.framework

Class OptimizerOptions

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.OptimizerOptions

All Implemented Interfaces:

Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, OptimizerOptionsOrBuilder

public final class OptimizerOptions
extends org.nd4j.shade.protobuf.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 and Description
static class	OptimizerOptions.Builder Options passed to the graph optimizer
static class	OptimizerOptions.GlobalJitLevel Control the use of the compiler/jit.
static class	OptimizerOptions.Level Optimization level

Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

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

Fields inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessage

memoizedSize

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
static OptimizerOptions	getDefaultInstance()
OptimizerOptions	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.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.
org.nd4j.shade.protobuf.Parser<OptimizerOptions>	getParserForType()
int	getSerializedSize()
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static OptimizerOptions.Builder	newBuilder()
static OptimizerOptions.Builder	newBuilder(OptimizerOptions prototype)
OptimizerOptions.Builder	newBuilderForType()
protected OptimizerOptions.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static OptimizerOptions	parseDelimitedFrom(InputStream input)
static OptimizerOptions	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(byte[] data)
static OptimizerOptions	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(ByteBuffer data)
static OptimizerOptions	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static OptimizerOptions	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static OptimizerOptions	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static OptimizerOptions	parseFrom(InputStream input)
static OptimizerOptions	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<OptimizerOptions>	parser()
OptimizerOptions.Builder	toBuilder()
void	writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)

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

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, 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 org.nd4j.shade.protobuf.AbstractMessage

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

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

addAll, 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 org.nd4j.shade.protobuf.MessageOrBuilder

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

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

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

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

Method Detail

newInstance

protected Object newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

getUnknownFields

public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

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

Overrides:

getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

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

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

getDoConstantFolding

public boolean getDoConstantFolding()

 If true, perform constant folding optimization on the graph.
 

bool do_constant_folding = 2;

Specified by:

getDoConstantFolding in interface OptimizerOptionsOrBuilder

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

getDoFunctionInlining

public boolean getDoFunctionInlining()

 If true, perform function inlining on the graph.
 

bool do_function_inlining = 4;

Specified by:

getDoFunctionInlining in interface OptimizerOptionsOrBuilder

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

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

getGlobalJitLevelValue

public int getGlobalJitLevelValue()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Specified by:

getGlobalJitLevelValue in interface OptimizerOptionsOrBuilder

getGlobalJitLevel

public OptimizerOptions.GlobalJitLevel getGlobalJitLevel()

.tensorflow.OptimizerOptions.GlobalJitLevel global_jit_level = 5;

Specified by:

getGlobalJitLevel in interface OptimizerOptionsOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

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

Overrides:

isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

writeTo

public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface org.nd4j.shade.protobuf.Message

Overrides:

equals in class org.nd4j.shade.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface org.nd4j.shade.protobuf.Message

Overrides:

hashCode in class org.nd4j.shade.protobuf.AbstractMessage

parseFrom

public static OptimizerOptions parseFrom(ByteBuffer data)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(ByteBuffer data,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.ByteString data)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.ByteString data,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(byte[] data)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(byte[] data,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static OptimizerOptions parseFrom(InputStream input)
                                  throws IOException

Throws:

IOException

parseFrom

public static OptimizerOptions parseFrom(InputStream input,
                                         org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws IOException

Throws:

IOException

parseDelimitedFrom

public static OptimizerOptions parseDelimitedFrom(InputStream input)
                                           throws IOException

Throws:

IOException

parseDelimitedFrom

public static OptimizerOptions parseDelimitedFrom(InputStream input,
                                                  org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                           throws IOException

Throws:

IOException

parseFrom

public static OptimizerOptions parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
                                  throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public OptimizerOptions.Builder newBuilderForType()

Specified by:

newBuilderForType in interface org.nd4j.shade.protobuf.Message

Specified by:

newBuilderForType in interface org.nd4j.shade.protobuf.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 org.nd4j.shade.protobuf.Message

Specified by:

toBuilder in interface org.nd4j.shade.protobuf.MessageLite

newBuilderForType

protected OptimizerOptions.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDefaultInstance

public static OptimizerOptions getDefaultInstance()

parser

public static org.nd4j.shade.protobuf.Parser<OptimizerOptions> parser()

getParserForType

public org.nd4j.shade.protobuf.Parser<OptimizerOptions> getParserForType()

Specified by:

getParserForType in interface org.nd4j.shade.protobuf.Message

Specified by:

getParserForType in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public OptimizerOptions getDefaultInstanceForType()

Specified by:

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

Specified by:

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