Class KernelDef

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.KernelDef

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, KernelDefOrBuilder

public final class KernelDef
extends GeneratedMessageV3
implements KernelDefOrBuilder

Protobuf type tensorflow.KernelDef

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	KernelDef.AttrConstraint	Protobuf type tensorflow.KernelDef.AttrConstraint
static interface	KernelDef.AttrConstraintOrBuilder
static final class	KernelDef.Builder	Protobuf type tensorflow.KernelDef

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	CONSTRAINT_FIELD_NUMBER
static final int	DEVICE_TYPE_FIELD_NUMBER
static final int	HOST_MEMORY_ARG_FIELD_NUMBER
static final int	LABEL_FIELD_NUMBER
static final int	OP_FIELD_NUMBER
static final int	PRIORITY_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)
KernelDef.AttrConstraint	getConstraint(int index)	repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;
int	getConstraintCount()	repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;
List<KernelDef.AttrConstraint>	getConstraintList()	repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;
KernelDef.AttrConstraintOrBuilder	getConstraintOrBuilder(int index)	repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;
List<? extends KernelDef.AttrConstraintOrBuilder>	getConstraintOrBuilderList()	repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;
static KernelDef	getDefaultInstance()
KernelDef	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
String	getDeviceType()	Type of device this kernel runs on.
ByteString	getDeviceTypeBytes()	Type of device this kernel runs on.
String	getHostMemoryArg(int index)	Names of the Op's input_/output_args that reside in host memory instead of device memory.
ByteString	getHostMemoryArgBytes(int index)	Names of the Op's input_/output_args that reside in host memory instead of device memory.
int	getHostMemoryArgCount()	Names of the Op's input_/output_args that reside in host memory instead of device memory.
ProtocolStringList	getHostMemoryArgList()	Names of the Op's input_/output_args that reside in host memory instead of device memory.
String	getLabel()	This allows experimental kernels to be registered for an op that won't be used unless the user specifies a "_kernel" attr with value matching this.
ByteString	getLabelBytes()	This allows experimental kernels to be registered for an op that won't be used unless the user specifies a "_kernel" attr with value matching this.
String	getOp()	Must match the name of an Op.
ByteString	getOpBytes()	Must match the name of an Op.
Parser<KernelDef>	getParserForType()
int	getPriority()	Prioritization of kernel amongst different devices.
int	getSerializedSize()
final UnknownFieldSet	getUnknownFields()
int	hashCode()
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static KernelDef.Builder	newBuilder()
static KernelDef.Builder	newBuilder(KernelDef prototype)
KernelDef.Builder	newBuilderForType()
protected KernelDef.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static KernelDef	parseDelimitedFrom(InputStream input)
static KernelDef	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static KernelDef	parseFrom(byte[] data)
static KernelDef	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static KernelDef	parseFrom(ByteString data)
static KernelDef	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static KernelDef	parseFrom(CodedInputStream input)
static KernelDef	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static KernelDef	parseFrom(InputStream input)
static KernelDef	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static KernelDef	parseFrom(ByteBuffer data)
static KernelDef	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<KernelDef>	parser()
KernelDef.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

OP_FIELD_NUMBER

public static final int OP_FIELD_NUMBER

See Also:

• Constant Field Values

DEVICE_TYPE_FIELD_NUMBER

public static final int DEVICE_TYPE_FIELD_NUMBER

See Also:

• Constant Field Values

CONSTRAINT_FIELD_NUMBER

public static final int CONSTRAINT_FIELD_NUMBER

See Also:

• Constant Field Values

HOST_MEMORY_ARG_FIELD_NUMBER

public static final int HOST_MEMORY_ARG_FIELD_NUMBER

See Also:

• Constant Field Values

LABEL_FIELD_NUMBER

public static final int LABEL_FIELD_NUMBER

See Also:

• Constant Field Values

PRIORITY_FIELD_NUMBER

public static final int PRIORITY_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

getOp

public String getOp()

Must match the name of an Op.

string op = 1;

Specified by:

getOp in interface KernelDefOrBuilder

Returns:

The op.

getOpBytes

public ByteString getOpBytes()

Must match the name of an Op.

string op = 1;

Specified by:

getOpBytes in interface KernelDefOrBuilder

Returns:

The bytes for op.

getDeviceType

public String getDeviceType()

Type of device this kernel runs on.

string device_type = 2;

Specified by:

getDeviceType in interface KernelDefOrBuilder

Returns:

The deviceType.

getDeviceTypeBytes

public ByteString getDeviceTypeBytes()

Type of device this kernel runs on.

string device_type = 2;

Specified by:

getDeviceTypeBytes in interface KernelDefOrBuilder

Returns:

The bytes for deviceType.

getConstraintList

public List<KernelDef.AttrConstraint> getConstraintList()

repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;

Specified by:

getConstraintList in interface KernelDefOrBuilder

getConstraintOrBuilderList

public List<? extends KernelDef.AttrConstraintOrBuilder> getConstraintOrBuilderList()

repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;

Specified by:

getConstraintOrBuilderList in interface KernelDefOrBuilder

getConstraintCount

public int getConstraintCount()

repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;

Specified by:

getConstraintCount in interface KernelDefOrBuilder

getConstraint

public KernelDef.AttrConstraint getConstraint(int index)

repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;

Specified by:

getConstraint in interface KernelDefOrBuilder

getConstraintOrBuilder

public KernelDef.AttrConstraintOrBuilder getConstraintOrBuilder(int index)

repeated .tensorflow.KernelDef.AttrConstraint constraint = 3;

Specified by:

getConstraintOrBuilder in interface KernelDefOrBuilder

getHostMemoryArgList

public ProtocolStringList getHostMemoryArgList()

Names of the Op's input_/output_args that reside in host memory
instead of device memory.

repeated string host_memory_arg = 4;

Specified by:

getHostMemoryArgList in interface KernelDefOrBuilder

Returns:

A list containing the hostMemoryArg.

getHostMemoryArgCount

public int getHostMemoryArgCount()

Names of the Op's input_/output_args that reside in host memory
instead of device memory.

repeated string host_memory_arg = 4;

Specified by:

getHostMemoryArgCount in interface KernelDefOrBuilder

Returns:

The count of hostMemoryArg.

getHostMemoryArg

public String getHostMemoryArg(int index)

Names of the Op's input_/output_args that reside in host memory
instead of device memory.

repeated string host_memory_arg = 4;

Specified by:

getHostMemoryArg in interface KernelDefOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The hostMemoryArg at the given index.

getHostMemoryArgBytes

public ByteString getHostMemoryArgBytes(int index)

Names of the Op's input_/output_args that reside in host memory
instead of device memory.

repeated string host_memory_arg = 4;

Specified by:

getHostMemoryArgBytes in interface KernelDefOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the hostMemoryArg at the given index.

getLabel

public String getLabel()

This allows experimental kernels to be registered for an op that
won't be used unless the user specifies a "_kernel" attr with
value matching this.

string label = 5;

Specified by:

getLabel in interface KernelDefOrBuilder

Returns:

The label.

getLabelBytes

public ByteString getLabelBytes()

This allows experimental kernels to be registered for an op that
won't be used unless the user specifies a "_kernel" attr with
value matching this.

string label = 5;

Specified by:

getLabelBytes in interface KernelDefOrBuilder

Returns:

The bytes for label.

getPriority

public int getPriority()

Prioritization of kernel amongst different devices. By default we assume
priority is 0. The higher the priority the better. By default (i.e. if
this is not set), we prefer GPU kernels over CPU.

int32 priority = 6;

Specified by:

getPriority in interface KernelDefOrBuilder

Returns:

The priority.

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 KernelDef parseFrom(ByteBuffer data)
                           throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static KernelDef parseFrom(ByteString data)
                           throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static KernelDef parseFrom(InputStream input)
                           throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static KernelDef parseDelimitedFrom(InputStream input)
                                    throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

public static KernelDef parseFrom(CodedInputStream input)
                           throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public KernelDef.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static KernelDef.Builder newBuilder()

newBuilder

public static KernelDef.Builder newBuilder(KernelDef prototype)

toBuilder

public KernelDef.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected KernelDef.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static KernelDef getDefaultInstance()

parser

public static Parser<KernelDef> parser()

getParserForType

public Parser<KernelDef> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public KernelDef getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder