Package org.tensorflow.framework

Class TensorInfo

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.framework.TensorInfo
All Implemented Interfaces:
com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.io.Serializable, TensorInfoOrBuilder
public final class TensorInfo
extends com.google.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 Description
    static class  TensorInfo.Builder
    Information about a Tensor necessary for feeding or retrieval.
    static class  TensorInfo.CompositeTensor
    Generic encoding for composite tensors.
    static interface  TensorInfo.CompositeTensorOrBuilder  
    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 com.google.protobuf.GeneratedMessageV3

    com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,​BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,​BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

    com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

  • Field Summary

    Fields 
    Modifier and Type Field Description
    static int COMPOSITE_TENSOR_FIELD_NUMBER  
    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 com.google.protobuf.GeneratedMessageV3

    alwaysUseFieldBuilders, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    Modifier and Type Method Description
    boolean equals​(java.lang.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 com.google.protobuf.Descriptors.Descriptor getDescriptor()  
    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.
    com.google.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.
    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).
    int hashCode()  
    boolean hasTensorShape()
    The static shape should be recorded here, to the extent that it can be known in advance.
    protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()  
    boolean isInitialized()  
    static TensorInfo.Builder newBuilder()  
    static TensorInfo.Builder newBuilder​(TensorInfo prototype)  
    TensorInfo.Builder newBuilderForType()  
    protected TensorInfo.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)  
    protected java.lang.Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)  
    static TensorInfo parseDelimitedFrom​(java.io.InputStream input)  
    static TensorInfo parseDelimitedFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
    static TensorInfo parseFrom​(byte[] data)  
    static TensorInfo parseFrom​(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
    static TensorInfo parseFrom​(com.google.protobuf.ByteString data)  
    static TensorInfo parseFrom​(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
    static TensorInfo parseFrom​(com.google.protobuf.CodedInputStream input)  
    static TensorInfo parseFrom​(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
    static TensorInfo parseFrom​(java.io.InputStream input)  
    static TensorInfo parseFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
    static TensorInfo parseFrom​(java.nio.ByteBuffer data)  
    static TensorInfo parseFrom​(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)  
    static com.google.protobuf.Parser<TensorInfo> parser()  
    TensorInfo.Builder toBuilder()  
    void writeTo​(com.google.protobuf.CodedOutputStream output)  

    Methods inherited from class com.google.protobuf.GeneratedMessageV3

    canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, 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 com.google.protobuf.AbstractMessage

    findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite

    addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

  • Field Details

  • Method Details

    • newInstance

      protected java.lang.Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
      Overrides:
      newInstance in class com.google.protobuf.GeneratedMessageV3

    • getUnknownFields

      public final com.google.protobuf.UnknownFieldSet getUnknownFields()
      Specified by:
      getUnknownFields in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getUnknownFields in class com.google.protobuf.GeneratedMessageV3

    • getDescriptor

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

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

    • getEncodingCase

      public TensorInfo.EncodingCase getEncodingCase()
      Specified by:
      getEncodingCase in interface TensorInfoOrBuilder

    • getName

      public java.lang.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 com.google.protobuf.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 com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessageV3

    • writeTo

      public void writeTo​(com.google.protobuf.CodedOutputStream output) throws java.io.IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessageV3
      Throws:
      java.io.IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessageV3

    • equals

      public boolean equals​(java.lang.Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static TensorInfo parseFrom​(java.nio.ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TensorInfo parseFrom​(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TensorInfo parseFrom​(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TensorInfo parseFrom​(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TensorInfo parseFrom​(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TensorInfo parseFrom​(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TensorInfo parseFrom​(java.io.InputStream input) throws java.io.IOException
      Throws:
      java.io.IOException

    • parseFrom

      public static TensorInfo parseFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
      Throws:
      java.io.IOException

    • parseDelimitedFrom

      public static TensorInfo parseDelimitedFrom​(java.io.InputStream input) throws java.io.IOException
      Throws:
      java.io.IOException

    • parseDelimitedFrom

      public static TensorInfo parseDelimitedFrom​(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
      Throws:
      java.io.IOException

    • parseFrom

      public static TensorInfo parseFrom​(com.google.protobuf.CodedInputStream input) throws java.io.IOException
      Throws:
      java.io.IOException

    • parseFrom

      public static TensorInfo parseFrom​(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
      Throws:
      java.io.IOException

    • newBuilderForType

      public TensorInfo.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.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 com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected TensorInfo.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
      Specified by:
      newBuilderForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstance

      public static TensorInfo getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<TensorInfo> parser()

    • getParserForType

      public com.google.protobuf.Parser<TensorInfo> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstanceForType

      public TensorInfo getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder