TensorInfo

public final class TensorInfo

 Information about a Tensor necessary for feeding or retrieval.
 

Protobuf type tensorflow.TensorInfo

Nested Classes

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

Constants

int	COMPOSITE_TENSOR_FIELD_NUMBER
int	COO_SPARSE_FIELD_NUMBER
int	DTYPE_FIELD_NUMBER
int	NAME_FIELD_NUMBER
int	TENSOR_SHAPE_FIELD_NUMBER

Public Methods

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()
final static com.google.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.
com.google.protobuf.ByteString	getNameBytes() For dense `Tensor`s, the name of the tensor in the graph.
	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 com.google.protobuf.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).
boolean	hasTensorShape() The static shape should be recorded here, to the extent that it can be known in advance.
int	hashCode()
final boolean	isInitialized()
static TensorInfo.Builder	newBuilder(TensorInfo prototype)
static TensorInfo.Builder	newBuilder()
TensorInfo.Builder	newBuilderForType()
static TensorInfo	parseDelimitedFrom(InputStream input)
static TensorInfo	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(ByteBuffer data)
static TensorInfo	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(com.google.protobuf.CodedInputStream input)
static TensorInfo	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(com.google.protobuf.ByteString data)
static TensorInfo	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorInfo	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static	parser()
TensorInfo.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.proto.framework.TensorInfoOrBuilder

abstract TensorInfo.CompositeTensor	getCompositeTensor() Generic encoding for CompositeTensors.
abstract TensorInfo.CompositeTensorOrBuilder	getCompositeTensorOrBuilder() Generic encoding for CompositeTensors.
abstract TensorInfo.CooSparse	getCooSparse() There are many possible encodings of sparse matrices (https://en.wikipedia.org/wiki/Sparse_matrix).
abstract TensorInfo.CooSparseOrBuilder	getCooSparseOrBuilder() There are many possible encodings of sparse matrices (https://en.wikipedia.org/wiki/Sparse_matrix).
abstract DataType	getDtype() .tensorflow.DataType dtype = 2;
abstract int	getDtypeValue() .tensorflow.DataType dtype = 2;
abstract TensorInfo.EncodingCase	getEncodingCase()
abstract String	getName() For dense `Tensor`s, the name of the tensor in the graph.
abstract com.google.protobuf.ByteString	getNameBytes() For dense `Tensor`s, the name of the tensor in the graph.
abstract TensorShapeProto	getTensorShape() The static shape should be recorded here, to the extent that it can be known in advance.
abstract TensorShapeProtoOrBuilder	getTensorShapeOrBuilder() The static shape should be recorded here, to the extent that it can be known in advance.
abstract boolean	hasCompositeTensor() Generic encoding for CompositeTensors.
abstract boolean	hasCooSparse() There are many possible encodings of sparse matrices (https://en.wikipedia.org/wiki/Sparse_matrix).
abstract boolean	hasTensorShape() The static shape should be recorded here, to the extent that it can be known in advance.

Constants

public static final int COMPOSITE_TENSOR_FIELD_NUMBER

Constant Value: 5

public static final int COO_SPARSE_FIELD_NUMBER

Constant Value: 4

public static final int DTYPE_FIELD_NUMBER

Constant Value: 2

public static final int NAME_FIELD_NUMBER

Constant Value: 1

public static final int TENSOR_SHAPE_FIELD_NUMBER

Constant Value: 3

Public Methods

public boolean equals (Object obj)

public TensorInfo.CompositeTensor getCompositeTensor ()

 Generic encoding for CompositeTensors.
 

.tensorflow.TensorInfo.CompositeTensor composite_tensor = 5;

public TensorInfo.CompositeTensorOrBuilder getCompositeTensorOrBuilder ()

 Generic encoding for CompositeTensors.
 

.tensorflow.TensorInfo.CompositeTensor composite_tensor = 5;

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;

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;

public static TensorInfo getDefaultInstance ()

public TensorInfo getDefaultInstanceForType ()

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

public DataType getDtype ()

.tensorflow.DataType dtype = 2;

public int getDtypeValue ()

.tensorflow.DataType dtype = 2;

public TensorInfo.EncodingCase getEncodingCase ()

public String getName ()

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

string name = 1;

public com.google.protobuf.ByteString getNameBytes ()

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

string name = 1;

public getParserForType ()

public int getSerializedSize ()

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;

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;

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public boolean hasCompositeTensor ()

 Generic encoding for CompositeTensors.
 

.tensorflow.TensorInfo.CompositeTensor composite_tensor = 5;

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;

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;

public int hashCode ()

public final boolean isInitialized ()

public static TensorInfo.Builder newBuilder (TensorInfo prototype)

public static TensorInfo.Builder newBuilder ()

public TensorInfo.Builder newBuilderForType ()

public static TensorInfo parseDelimitedFrom (InputStream input)

Throws

IOException

public static TensorInfo parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static TensorInfo parseFrom (ByteBuffer data)

Throws

InvalidProtocolBufferException

public static TensorInfo parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static TensorInfo parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static TensorInfo parseFrom (com.google.protobuf.CodedInputStream input)

Throws

IOException

public static TensorInfo parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static TensorInfo parseFrom (com.google.protobuf.ByteString data)

Throws

InvalidProtocolBufferException

public static TensorInfo parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static TensorInfo parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static parser ()

public TensorInfo.Builder toBuilder ()

public void writeTo (com.google.protobuf.CodedOutputStream output)

Throws

IOException