Class TensorInfo

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.proto.TensorInfo

All Implemented Interfaces:

Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, TensorInfoOrBuilder

public final class TensorInfo
extends GeneratedMessageV3
implements TensorInfoOrBuilder

Information about a Tensor necessary for feeding or retrieval.

Protobuf type tensorflow.TensorInfo

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	TensorInfo.Builder	Information about a Tensor necessary for feeding or retrieval.
static final class	TensorInfo.CompositeTensor	Generic encoding for composite tensors.
static interface	TensorInfo.CompositeTensorOrBuilder
static final class	TensorInfo.CooSparse	For sparse tensors, The COO encoding stores a triple of values, indices, and shape.
static interface	TensorInfo.CooSparseOrBuilder
static enum	TensorInfo.EncodingCase

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	COMPOSITE_TENSOR_FIELD_NUMBER
static final int	COO_SPARSE_FIELD_NUMBER
static final int	DTYPE_FIELD_NUMBER
static final int	NAME_FIELD_NUMBER
static final int	TENSOR_SHAPE_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)
TensorInfo.CompositeTensor	getCompositeTensor()	Generic encoding for CompositeTensors.
TensorInfo.CompositeTensorOrBuilder	getCompositeTensorOrBuilder()	Generic encoding for CompositeTensors.
TensorInfo.CooSparse	getCooSparse()	There are many possible encodings of sparse matrices (https://en.wikipedia.org/wiki/Sparse_matrix).
TensorInfo.CooSparseOrBuilder	getCooSparseOrBuilder()	There are many possible encodings of sparse matrices (https://en.wikipedia.org/wiki/Sparse_matrix).
static TensorInfo	getDefaultInstance()
TensorInfo	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
DataType	getDtype()	.tensorflow.DataType dtype = 2;
int	getDtypeValue()	.tensorflow.DataType dtype = 2;
TensorInfo.EncodingCase	getEncodingCase()
String	getName()	For dense `Tensor`s, the name of the tensor in the graph.
ByteString	getNameBytes()	For dense `Tensor`s, the name of the tensor in the graph.
Parser<TensorInfo>	getParserForType()
int	getSerializedSize()
TensorShapeProto	getTensorShape()	The static shape should be recorded here, to the extent that it can be known in advance.
TensorShapeProtoOrBuilder	getTensorShapeOrBuilder()	The static shape should be recorded here, to the extent that it can be known in advance.
final UnknownFieldSet	getUnknownFields()
boolean	hasCompositeTensor()	Generic encoding for CompositeTensors.
boolean	hasCooSparse()	There are many possible encodings of sparse matrices (https://en.wikipedia.org/wiki/Sparse_matrix).
int	hashCode()
boolean	hasName()	For dense `Tensor`s, the name of the tensor in the graph.
boolean	hasTensorShape()	The static shape should be recorded here, to the extent that it can be known in advance.
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static TensorInfo.Builder	newBuilder()
static TensorInfo.Builder	newBuilder(TensorInfo prototype)
TensorInfo.Builder	newBuilderForType()
protected TensorInfo.Builder	newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
static TensorInfo	parseDelimitedFrom(InputStream input)
static TensorInfo	parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(byte[] data)
static TensorInfo	parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(ByteString data)
static TensorInfo	parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(CodedInputStream input)
static TensorInfo	parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(InputStream input)
static TensorInfo	parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(ByteBuffer data)
static TensorInfo	parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
static Parser<TensorInfo>	parser()
TensorInfo.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

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

See Also:

• Constant Field Values

COO_SPARSE_FIELD_NUMBER

public static final int COO_SPARSE_FIELD_NUMBER

See Also:

• Constant Field Values

COMPOSITE_TENSOR_FIELD_NUMBER

public static final int COMPOSITE_TENSOR_FIELD_NUMBER

See Also:

• Constant Field Values

DTYPE_FIELD_NUMBER

public static final int DTYPE_FIELD_NUMBER

See Also:

• Constant Field Values

TENSOR_SHAPE_FIELD_NUMBER

public static final int TENSOR_SHAPE_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

getEncodingCase

public TensorInfo.EncodingCase getEncodingCase()

Specified by:

getEncodingCase in interface TensorInfoOrBuilder

hasName

public boolean hasName()

For dense `Tensor`s, the name of the tensor in the graph.

string name = 1;

Specified by:

hasName in interface TensorInfoOrBuilder

Returns:

Whether the name field is set.

getName

public String getName()

For dense `Tensor`s, the name of the tensor in the graph.

string name = 1;

Specified by:

getName in interface TensorInfoOrBuilder

Returns:

The name.

getNameBytes

public ByteString getNameBytes()

For dense `Tensor`s, the name of the tensor in the graph.

string name = 1;

Specified by:

getNameBytes in interface TensorInfoOrBuilder

Returns:

The bytes for name.

hasCooSparse

public boolean hasCooSparse()

There are many possible encodings of sparse matrices
(https://en.wikipedia.org/wiki/Sparse_matrix).  Currently, TensorFlow
uses only the COO encoding.  This is supported and documented in the
SparseTensor Python class.

.tensorflow.TensorInfo.CooSparse coo_sparse = 4;

Specified by:

hasCooSparse in interface TensorInfoOrBuilder

Returns:

Whether the cooSparse field is set.

getCooSparse

public TensorInfo.CooSparse getCooSparse()

There are many possible encodings of sparse matrices
(https://en.wikipedia.org/wiki/Sparse_matrix).  Currently, TensorFlow
uses only the COO encoding.  This is supported and documented in the
SparseTensor Python class.

.tensorflow.TensorInfo.CooSparse coo_sparse = 4;

Specified by:

getCooSparse in interface TensorInfoOrBuilder

Returns:

The cooSparse.

getCooSparseOrBuilder

public TensorInfo.CooSparseOrBuilder getCooSparseOrBuilder()

There are many possible encodings of sparse matrices
(https://en.wikipedia.org/wiki/Sparse_matrix).  Currently, TensorFlow
uses only the COO encoding.  This is supported and documented in the
SparseTensor Python class.

.tensorflow.TensorInfo.CooSparse coo_sparse = 4;

Specified by:

getCooSparseOrBuilder in interface TensorInfoOrBuilder

hasCompositeTensor

public boolean hasCompositeTensor()

Generic encoding for CompositeTensors.

.tensorflow.TensorInfo.CompositeTensor composite_tensor = 5;

Specified by:

hasCompositeTensor in interface TensorInfoOrBuilder

Returns:

Whether the compositeTensor field is set.

getCompositeTensor

public TensorInfo.CompositeTensor getCompositeTensor()

Generic encoding for CompositeTensors.

.tensorflow.TensorInfo.CompositeTensor composite_tensor = 5;

Specified by:

getCompositeTensor in interface TensorInfoOrBuilder

Returns:

The compositeTensor.

getCompositeTensorOrBuilder

public TensorInfo.CompositeTensorOrBuilder getCompositeTensorOrBuilder()

Generic encoding for CompositeTensors.

.tensorflow.TensorInfo.CompositeTensor composite_tensor = 5;

Specified by:

getCompositeTensorOrBuilder in interface TensorInfoOrBuilder

getDtypeValue

public int getDtypeValue()

.tensorflow.DataType dtype = 2;

Specified by:

getDtypeValue in interface TensorInfoOrBuilder

Returns:

The enum numeric value on the wire for dtype.

getDtype

public DataType getDtype()

.tensorflow.DataType dtype = 2;

Specified by:

getDtype in interface TensorInfoOrBuilder

Returns:

The dtype.

hasTensorShape

public boolean hasTensorShape()

The static shape should be recorded here, to the extent that it can
be known in advance.  In the case of a SparseTensor, this field describes
the logical shape of the represented tensor (aka dense_shape).

.tensorflow.TensorShapeProto tensor_shape = 3;

Specified by:

hasTensorShape in interface TensorInfoOrBuilder

Returns:

Whether the tensorShape field is set.

getTensorShape

public TensorShapeProto getTensorShape()

The static shape should be recorded here, to the extent that it can
be known in advance.  In the case of a SparseTensor, this field describes
the logical shape of the represented tensor (aka dense_shape).

.tensorflow.TensorShapeProto tensor_shape = 3;

Specified by:

getTensorShape in interface TensorInfoOrBuilder

Returns:

The tensorShape.

getTensorShapeOrBuilder

public TensorShapeProtoOrBuilder getTensorShapeOrBuilder()

The static shape should be recorded here, to the extent that it can
be known in advance.  In the case of a SparseTensor, this field describes
the logical shape of the represented tensor (aka dense_shape).

.tensorflow.TensorShapeProto tensor_shape = 3;

Specified by:

getTensorShapeOrBuilder in interface TensorInfoOrBuilder

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 TensorInfo parseFrom(ByteBuffer data)
                            throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static TensorInfo parseFrom(ByteString data)
                            throws InvalidProtocolBufferException

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

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

Throws:

InvalidProtocolBufferException

parseFrom

public static TensorInfo parseFrom(InputStream input)
                            throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static TensorInfo parseDelimitedFrom(InputStream input)
                                     throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

public static TensorInfo parseFrom(CodedInputStream input)
                            throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public TensorInfo.Builder newBuilderForType()

Specified by:

newBuilderForType in interface Message

Specified by:

newBuilderForType in interface MessageLite

newBuilder

public static TensorInfo.Builder newBuilder()

newBuilder

public static TensorInfo.Builder newBuilder(TensorInfo prototype)

toBuilder

public TensorInfo.Builder toBuilder()

Specified by:

toBuilder in interface Message

Specified by:

toBuilder in interface MessageLite

newBuilderForType

protected TensorInfo.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class GeneratedMessageV3

getDefaultInstance

public static TensorInfo getDefaultInstance()

parser

public static Parser<TensorInfo> parser()

getParserForType

public Parser<TensorInfo> getParserForType()

Specified by:

getParserForType in interface Message

Specified by:

getParserForType in interface MessageLite

Overrides:

getParserForType in class GeneratedMessageV3

getDefaultInstanceForType

public TensorInfo getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder