Package org.tensorflow.framework

Class 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

    • Method Summary

      All Methods Static Methods Instance Methods Concrete Methods 
      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

    • Method Detail

      • 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

      • 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.

      • 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 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

      • 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