Packages

c

org.tensorflow.metadata.v0

TensorRepresentationGroup

final class TensorRepresentationGroup extends GeneratedMessageV3 with TensorRepresentationGroupOrBuilder

A TensorRepresentationGroup is a collection of TensorRepresentations with
names. These names may serve as identifiers when converting the dataset
to a collection of Tensors or tf.CompositeTensors.
For example, given the following group:
{
  key: "dense_tensor"
  tensor_representation {
    dense_tensor {
      column_name: "univalent_feature"
      shape {
        dim {
          size: 1
        }
      }
      default_value {
        float_value: 0
      }
    }
  }
}
{
  key: "varlen_sparse_tensor"
  tensor_representation {
    varlen_sparse_tensor {
      column_name: "multivalent_feature"
    }
  }
}

Then the schema is expected to have feature "univalent_feature" and
"multivalent_feature", and when a batch of data is converted to Tensors using
this TensorRepresentationGroup, the result may be the following dict:
{
  "dense_tensor": tf.Tensor(...),
  "varlen_sparse_tensor": tf.SparseTensor(...),
}

Protobuf type tensorflow.metadata.v0.TensorRepresentationGroup

Source
TensorRepresentationGroup.java
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. TensorRepresentationGroup
  2. TensorRepresentationGroupOrBuilder
  3. GeneratedMessageV3
  4. Serializable
  5. AbstractMessage
  6. Message
  7. MessageOrBuilder
  8. AbstractMessageLite
  9. MessageLite
  10. MessageLiteOrBuilder
  11. AnyRef
  12. Any
  1. Hide All
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Visibility
  1. Public
  2. Protected

Value Members

  1. def containsTensorRepresentation(key: String): Boolean

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  2. def equals(obj: AnyRef): Boolean
    Definition Classes
    TensorRepresentationGroup → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  3. def findInitializationErrors(): List[String]
    Definition Classes
    AbstractMessage → MessageOrBuilder
  4. def getAllFields(): Map[FieldDescriptor, AnyRef]
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  5. def getDefaultInstanceForType(): TensorRepresentationGroup
    Definition Classes
    TensorRepresentationGroup → MessageOrBuilder → MessageLiteOrBuilder
    Annotations
    @Override()
  6. def getDescriptorForType(): Descriptor
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  7. def getField(field: FieldDescriptor): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  8. def getInitializationErrorString(): String
    Definition Classes
    AbstractMessage → MessageOrBuilder
  9. def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  10. def getParserForType(): Parser[TensorRepresentationGroup]
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → Message → MessageLite
    Annotations
    @Override()
  11. def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  12. def getRepeatedFieldCount(field: FieldDescriptor): Int
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  13. def getSerializedSize(): Int
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  14. def getTensorRepresentationCount(): Int

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
  15. def getTensorRepresentationMap(): Map[String, TensorRepresentation]

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  16. def getTensorRepresentationOrDefault(key: String, defaultValue: TensorRepresentation): TensorRepresentation

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  17. def getTensorRepresentationOrThrow(key: String): TensorRepresentation

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override()
  18. def getUnknownFields(): UnknownFieldSet
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  19. def hasField(field: FieldDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → MessageOrBuilder
  20. def hasOneof(oneof: OneofDescriptor): Boolean
    Definition Classes
    GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
  21. def hashCode(): Int
    Definition Classes
    TensorRepresentationGroup → AbstractMessage → Message → AnyRef → Any
    Annotations
    @Override()
  22. final def isInitialized(): Boolean
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
    Annotations
    @Override()
  23. def newBuilderForType(): Builder
    Definition Classes
    TensorRepresentationGroup → Message → MessageLite
    Annotations
    @Override()
  24. def toBuilder(): Builder
    Definition Classes
    TensorRepresentationGroup → Message → MessageLite
    Annotations
    @Override()
  25. def toByteArray(): Array[Byte]
    Definition Classes
    AbstractMessageLite → MessageLite
  26. def toByteString(): ByteString
    Definition Classes
    AbstractMessageLite → MessageLite
  27. final def toString(): String
    Definition Classes
    AbstractMessage → Message → AnyRef → Any
  28. def writeDelimitedTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])
  29. def writeTo(output: CodedOutputStream): Unit
    Definition Classes
    TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLite
    Annotations
    @Override()
  30. def writeTo(output: OutputStream): Unit
    Definition Classes
    AbstractMessageLite → MessageLite
    Annotations
    @throws(classOf[java.io.IOException])

Deprecated Value Members

  1. def getTensorRepresentation(): Map[String, TensorRepresentation]

    Use #getTensorRepresentationMap() instead.

    Use #getTensorRepresentationMap() instead.

    Definition Classes
    TensorRepresentationGroupTensorRepresentationGroupOrBuilder
    Annotations
    @Override() @Deprecated
    Deprecated