Class Model.ModelProto.OptimizationParams

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.data.model.Model.ModelProto.OptimizationParams

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, Model.ModelProto.OptimizationParamsOrBuilder

Enclosing class:

Model.ModelProto

public static final class Model.ModelProto.OptimizationParams
extends GeneratedMessageV3
implements Model.ModelProto.OptimizationParamsOrBuilder

Contains parameters of the model autotuning optimization.

Protobuf type tensorflow.data.model.ModelProto.OptimizationParams

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	Model.ModelProto.OptimizationParams.Builder	Contains parameters of the model autotuning optimization.

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	ALGORITHM_FIELD_NUMBER
static final int	CPU_BUDGET_FIELD_NUMBER
static final int	MODEL_INPUT_TIME_FIELD_NUMBER
static final int	RAM_BUDGET_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)
Model.AutotuneAlgorithm	getAlgorithm()	Algorithm used for autotuning optimization.
int	getAlgorithmValue()	Algorithm used for autotuning optimization.
long	getCpuBudget()	Number of available logical threads.
static Model.ModelProto.OptimizationParams	getDefaultInstance()
Model.ModelProto.OptimizationParams	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
double	getModelInputTime()	Time between two consecutive `GetNext` calls to the iterator represented by the output node.
Parser<Model.ModelProto.OptimizationParams>	getParserForType()
long	getRamBudget()	Amount of available memory in bytes.
int	getSerializedSize()
final UnknownFieldSet	getUnknownFields()
int	hashCode()
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static Model.ModelProto.OptimizationParams.Builder	newBuilder()
static Model.ModelProto.OptimizationParams.Builder	newBuilder(Model.ModelProto.OptimizationParams prototype)
Model.ModelProto.OptimizationParams.Builder	newBuilderForType()
protected Model.ModelProto.OptimizationParams.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static Model.ModelProto.OptimizationParams	parseDelimitedFrom(InputStream input)
static Model.ModelProto.OptimizationParams	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static Model.ModelProto.OptimizationParams	parseFrom(byte[] data)
static Model.ModelProto.OptimizationParams	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static Model.ModelProto.OptimizationParams	parseFrom(ByteString data)
static Model.ModelProto.OptimizationParams	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static Model.ModelProto.OptimizationParams	parseFrom(CodedInputStream input)
static Model.ModelProto.OptimizationParams	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static Model.ModelProto.OptimizationParams	parseFrom(InputStream input)
static Model.ModelProto.OptimizationParams	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static Model.ModelProto.OptimizationParams	parseFrom(ByteBuffer data)
static Model.ModelProto.OptimizationParams	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<Model.ModelProto.OptimizationParams>	parser()
Model.ModelProto.OptimizationParams.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

ALGORITHM_FIELD_NUMBER

public static final int ALGORITHM_FIELD_NUMBER

See Also:

• Constant Field Values

CPU_BUDGET_FIELD_NUMBER

public static final int CPU_BUDGET_FIELD_NUMBER

See Also:

• Constant Field Values

RAM_BUDGET_FIELD_NUMBER

public static final int RAM_BUDGET_FIELD_NUMBER

See Also:

• Constant Field Values

MODEL_INPUT_TIME_FIELD_NUMBER

public static final int MODEL_INPUT_TIME_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

getAlgorithmValue

public int getAlgorithmValue()

Algorithm used for autotuning optimization.

.tensorflow.data.model.AutotuneAlgorithm algorithm = 1;

Specified by:

getAlgorithmValue in interface Model.ModelProto.OptimizationParamsOrBuilder

Returns:

The enum numeric value on the wire for algorithm.

getAlgorithm

public Model.AutotuneAlgorithm getAlgorithm()

Algorithm used for autotuning optimization.

.tensorflow.data.model.AutotuneAlgorithm algorithm = 1;

Specified by:

getAlgorithm in interface Model.ModelProto.OptimizationParamsOrBuilder

Returns:

The algorithm.

getCpuBudget

public long getCpuBudget()

Number of available logical threads.

int64 cpu_budget = 2;

Specified by:

getCpuBudget in interface Model.ModelProto.OptimizationParamsOrBuilder

Returns:

The cpuBudget.

getRamBudget

public long getRamBudget()

Amount of available memory in bytes.

int64 ram_budget = 3;

Specified by:

getRamBudget in interface Model.ModelProto.OptimizationParamsOrBuilder

Returns:

The ramBudget.

getModelInputTime

public double getModelInputTime()

Time between two consecutive `GetNext` calls to the iterator represented
by the output node.

double model_input_time = 4;

Specified by:

getModelInputTime in interface Model.ModelProto.OptimizationParamsOrBuilder

Returns:

The modelInputTime.

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 Model.ModelProto.OptimizationParams parseFrom(ByteBuffer data)
                                                     throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(ByteBuffer data,
 ExtensionRegistryLite extensionRegistry)
                                                     throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(ByteString data)
                                                     throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(ByteString data,
 ExtensionRegistryLite extensionRegistry)
                                                     throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(byte[] data)
                                                     throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(byte[] data,
 ExtensionRegistryLite extensionRegistry)
                                                     throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(InputStream input)
                                                     throws IOException

Throws:

IOException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                                                     throws IOException

Throws:

IOException

parseDelimitedFrom

public static Model.ModelProto.OptimizationParams parseDelimitedFrom(InputStream input)
                                                              throws IOException

Throws:

IOException

parseDelimitedFrom

public static Model.ModelProto.OptimizationParams parseDelimitedFrom(InputStream input,
 ExtensionRegistryLite extensionRegistry)
                                                              throws IOException

Throws:

IOException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(CodedInputStream input)
                                                     throws IOException

Throws:

IOException

parseFrom

public static Model.ModelProto.OptimizationParams parseFrom(CodedInputStream input,
 ExtensionRegistryLite extensionRegistry)
                                                     throws IOException

Throws:

IOException

newBuilderForType

public Model.ModelProto.OptimizationParams.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static Model.ModelProto.OptimizationParams.Builder newBuilder()

newBuilder

public static Model.ModelProto.OptimizationParams.Builder newBuilder(Model.ModelProto.OptimizationParams prototype)

toBuilder

public Model.ModelProto.OptimizationParams.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected Model.ModelProto.OptimizationParams.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static Model.ModelProto.OptimizationParams getDefaultInstance()

parser

public static Parser<Model.ModelProto.OptimizationParams> parser()

getParserForType

public Parser<Model.ModelProto.OptimizationParams> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public Model.ModelProto.OptimizationParams getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder