Package org.tensorflow.framework

Class 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 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

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

        org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

    • 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  

      • 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 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

      • hasName

        public boolean hasName()
         For dense `Tensor`s, the name of the tensor in the graph.
        string name = 1;
        Specified by:
        hasName in interface TensorInfoOrBuilder
        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 interface TensorInfoOrBuilder
        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 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

      • getDtypeValue

        public int getDtypeValue()
        .tensorflow.DataType dtype = 2;
        Specified by:
        getDtypeValue in interface TensorInfoOrBuilder
        Returns:
        The enum numeric value on the wire for 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 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​(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

      • 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