org.tensorflow.framework

Class TensorInfo

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.TensorInfo

All Implemented Interfaces:

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

public final class TensorInfo
extends org.nd4j.shade.protobuf.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 and Description
static class	TensorInfo.Builder Information about a Tensor necessary for feeding or retrieval.
static class	TensorInfo.CooSparse For sparse tensors, The COO encoding stores a triple of values, indices, and shape.
static interface	TensorInfo.CooSparseOrBuilder
static class	TensorInfo.EncodingCase

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

Field Summary

Fields

Modifier and Type	Field and Description
static int	COO_SPARSE_FIELD_NUMBER
static int	DTYPE_FIELD_NUMBER
static int	NAME_FIELD_NUMBER
static int	TENSOR_SHAPE_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)
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 org.nd4j.shade.protobuf.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.
org.nd4j.shade.protobuf.ByteString	getNameBytes() For dense `Tensor`s, the name of the tensor in the graph.
org.nd4j.shade.protobuf.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.
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
boolean	hasCooSparse() There are many possible encodings of sparse matrices (https://en.wikipedia.org/wiki/Sparse_matrix).
int	hashCode()
boolean	hasTensorShape() The static shape should be recorded here, to the extent that it can be known in advance.
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static TensorInfo.Builder	newBuilder()
static TensorInfo.Builder	newBuilder(TensorInfo prototype)
TensorInfo.Builder	newBuilderForType()
protected TensorInfo.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static TensorInfo	parseDelimitedFrom(InputStream input)
static TensorInfo	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(byte[] data)
static TensorInfo	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(ByteBuffer data)
static TensorInfo	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static TensorInfo	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static TensorInfo	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(InputStream input)
static TensorInfo	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<TensorInfo>	parser()
TensorInfo.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, 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, getSerializedSizeInternal, isInitializedInternal, makeImmutableInternal, mergeFromInternal, toByteArray, toByteString, writeDelimitedTo, writeTo, writeToInternal

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

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

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 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

getEncodingCase

public TensorInfo.EncodingCase getEncodingCase()

Specified by:

getEncodingCase in interface TensorInfoOrBuilder

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

getNameBytes

public org.nd4j.shade.protobuf.ByteString getNameBytes()

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

string name = 1;

Specified by:

getNameBytes in interface TensorInfoOrBuilder

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

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

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

getDtypeValue

public int getDtypeValue()

.tensorflow.DataType dtype = 2;

Specified by:

getDtypeValue in interface TensorInfoOrBuilder

getDtype

public DataType getDtype()

.tensorflow.DataType dtype = 2;

Specified by:

getDtype in interface TensorInfoOrBuilder

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

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

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 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 TensorInfo parseFrom(ByteBuffer data)
                            throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorInfo parseFrom(InputStream input)
                            throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static TensorInfo parseDelimitedFrom(InputStream input)
                                     throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public TensorInfo.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 TensorInfo.Builder newBuilder()

newBuilder

public static TensorInfo.Builder newBuilder(TensorInfo prototype)

toBuilder

public TensorInfo.Builder toBuilder()

Specified by:

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

Specified by:

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

newBuilderForType

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

Specified by:

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

getDefaultInstance

public static TensorInfo getDefaultInstance()

parser

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

getParserForType

public org.nd4j.shade.protobuf.Parser<TensorInfo> 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 TensorInfo getDefaultInstanceForType()

Specified by:

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

Specified by:

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