org.tensorflow.framework

Interface TensorInfoOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

TensorInfo, TensorInfo.Builder

public interface TensorInfoOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
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).
DataType	getDtype() .tensorflow.DataType dtype = 2;
int	getDtypeValue() .tensorflow.DataType dtype = 2;
TensorInfo.EncodingCase	getEncodingCase()
java.lang.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.
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.
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.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getName

java.lang.String getName()

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

string name = 1;

Returns:

The name.

getNameBytes

com.google.protobuf.ByteString getNameBytes()

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

string name = 1;

Returns:

The bytes for name.

hasCooSparse

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;

Returns:

Whether the cooSparse field is set.

getCooSparse

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;

Returns:

The cooSparse.

getCooSparseOrBuilder

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;

getDtypeValue

int getDtypeValue()

.tensorflow.DataType dtype = 2;

Returns:

The enum numeric value on the wire for dtype.

getDtype

DataType getDtype()

.tensorflow.DataType dtype = 2;

Returns:

The dtype.

hasTensorShape

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;

Returns:

Whether the tensorShape field is set.

getTensorShape

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;

Returns:

The tensorShape.

getTensorShapeOrBuilder

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;

getEncodingCase

TensorInfo.EncodingCase getEncodingCase()