Package 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 typetensorflow.TensorInfo
- See Also:
- Serialized Form
-
-
Nested Class Summary
Nested Classes Modifier and Type Class 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 Description static int
COO_SPARSE_FIELD_NUMBER
static int
DTYPE_FIELD_NUMBER
static int
NAME_FIELD_NUMBER
static int
TENSOR_SHAPE_FIELD_NUMBER
-
Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method 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
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 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(InputStream input)
static TensorInfo
parseFrom(InputStream input, 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 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, 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 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, toByteArray, toByteString, writeDelimitedTo, writeTo
-
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
-
-
-
-
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 classorg.nd4j.shade.protobuf.GeneratedMessageV3
-
getUnknownFields
public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
- Specified by:
getUnknownFields
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
- Overrides:
getUnknownFields
in classorg.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 classorg.nd4j.shade.protobuf.GeneratedMessageV3
-
getEncodingCase
public TensorInfo.EncodingCase getEncodingCase()
- Specified by:
getEncodingCase
in interfaceTensorInfoOrBuilder
-
hasName
public boolean hasName()
For dense `Tensor`s, the name of the tensor in the graph.
string name = 1;
- Specified by:
hasName
in interfaceTensorInfoOrBuilder
- 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 interfaceTensorInfoOrBuilder
- Returns:
- The name.
-
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 interfaceTensorInfoOrBuilder
- 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 interfaceTensorInfoOrBuilder
- 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 interfaceTensorInfoOrBuilder
- 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 interfaceTensorInfoOrBuilder
-
getDtypeValue
public int getDtypeValue()
.tensorflow.DataType dtype = 2;
- Specified by:
getDtypeValue
in interfaceTensorInfoOrBuilder
- Returns:
- The enum numeric value on the wire for dtype.
-
getDtype
public DataType getDtype()
.tensorflow.DataType dtype = 2;
- Specified by:
getDtype
in interfaceTensorInfoOrBuilder
- 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 interfaceTensorInfoOrBuilder
- 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 interfaceTensorInfoOrBuilder
- 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 interfaceTensorInfoOrBuilder
-
isInitialized
public final boolean isInitialized()
- Specified by:
isInitialized
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Overrides:
isInitialized
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
-
writeTo
public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output) throws IOException
- Specified by:
writeTo
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
writeTo
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
- Throws:
IOException
-
getSerializedSize
public int getSerializedSize()
- Specified by:
getSerializedSize
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getSerializedSize
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
-
equals
public boolean equals(Object obj)
- Specified by:
equals
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
equals
in classorg.nd4j.shade.protobuf.AbstractMessage
-
hashCode
public int hashCode()
- Specified by:
hashCode
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
hashCode
in classorg.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 interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
newBuilderForType
in interfaceorg.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 interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
toBuilder
in interfaceorg.nd4j.shade.protobuf.MessageLite
-
newBuilderForType
protected TensorInfo.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
- Specified by:
newBuilderForType
in classorg.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 interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
getParserForType
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getParserForType
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
-
getDefaultInstanceForType
public TensorInfo getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
-
-