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
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- By Inheritance
- TensorRepresentationGroup
- TensorRepresentationGroupOrBuilder
- GeneratedMessageV3
- Serializable
- AbstractMessage
- Message
- MessageOrBuilder
- AbstractMessageLite
- MessageLite
- MessageLiteOrBuilder
- AnyRef
- Any
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- Public
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Value Members
- 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
- TensorRepresentationGroup → TensorRepresentationGroupOrBuilder
- Annotations
- @Override()
- def equals(obj: AnyRef): Boolean
- Definition Classes
- TensorRepresentationGroup → AbstractMessage → Message → AnyRef → Any
- Annotations
- @Override()
- def findInitializationErrors(): List[String]
- Definition Classes
- AbstractMessage → MessageOrBuilder
- def getAllFields(): Map[FieldDescriptor, AnyRef]
- Definition Classes
- GeneratedMessageV3 → MessageOrBuilder
- def getDefaultInstanceForType(): TensorRepresentationGroup
- Definition Classes
- TensorRepresentationGroup → MessageOrBuilder → MessageLiteOrBuilder
- Annotations
- @Override()
- def getDescriptorForType(): Descriptor
- Definition Classes
- GeneratedMessageV3 → MessageOrBuilder
- def getField(field: FieldDescriptor): AnyRef
- Definition Classes
- GeneratedMessageV3 → MessageOrBuilder
- def getInitializationErrorString(): String
- Definition Classes
- AbstractMessage → MessageOrBuilder
- def getOneofFieldDescriptor(oneof: OneofDescriptor): FieldDescriptor
- Definition Classes
- GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
- def getParserForType(): Parser[TensorRepresentationGroup]
- Definition Classes
- TensorRepresentationGroup → GeneratedMessageV3 → Message → MessageLite
- Annotations
- @Override()
- def getRepeatedField(field: FieldDescriptor, index: Int): AnyRef
- Definition Classes
- GeneratedMessageV3 → MessageOrBuilder
- def getRepeatedFieldCount(field: FieldDescriptor): Int
- Definition Classes
- GeneratedMessageV3 → MessageOrBuilder
- def getSerializedSize(): Int
- Definition Classes
- TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLite
- Annotations
- @Override()
- def getTensorRepresentationCount(): Int
map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
- Definition Classes
- TensorRepresentationGroup → TensorRepresentationGroupOrBuilder
- 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
- TensorRepresentationGroup → TensorRepresentationGroupOrBuilder
- Annotations
- @Override()
- 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
- TensorRepresentationGroup → TensorRepresentationGroupOrBuilder
- Annotations
- @Override()
- 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
- TensorRepresentationGroup → TensorRepresentationGroupOrBuilder
- Annotations
- @Override()
- def getUnknownFields(): UnknownFieldSet
- Definition Classes
- GeneratedMessageV3 → MessageOrBuilder
- def hasField(field: FieldDescriptor): Boolean
- Definition Classes
- GeneratedMessageV3 → MessageOrBuilder
- def hasOneof(oneof: OneofDescriptor): Boolean
- Definition Classes
- GeneratedMessageV3 → AbstractMessage → MessageOrBuilder
- def hashCode(): Int
- Definition Classes
- TensorRepresentationGroup → AbstractMessage → Message → AnyRef → Any
- Annotations
- @Override()
- final def isInitialized(): Boolean
- Definition Classes
- TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLiteOrBuilder
- Annotations
- @Override()
- def newBuilderForType(): Builder
- Definition Classes
- TensorRepresentationGroup → Message → MessageLite
- Annotations
- @Override()
- def toBuilder(): Builder
- Definition Classes
- TensorRepresentationGroup → Message → MessageLite
- Annotations
- @Override()
- def toByteArray(): Array[Byte]
- Definition Classes
- AbstractMessageLite → MessageLite
- def toByteString(): ByteString
- Definition Classes
- AbstractMessageLite → MessageLite
- final def toString(): String
- Definition Classes
- AbstractMessage → Message → AnyRef → Any
- def writeDelimitedTo(output: OutputStream): Unit
- Definition Classes
- AbstractMessageLite → MessageLite
- Annotations
- @throws(classOf[java.io.IOException])
- def writeTo(output: CodedOutputStream): Unit
- Definition Classes
- TensorRepresentationGroup → GeneratedMessageV3 → AbstractMessage → MessageLite
- Annotations
- @Override()
- def writeTo(output: OutputStream): Unit
- Definition Classes
- AbstractMessageLite → MessageLite
- Annotations
- @throws(classOf[java.io.IOException])
Deprecated Value Members
- def getTensorRepresentation(): Map[String, TensorRepresentation]
Use
#getTensorRepresentationMap()
instead.Use
#getTensorRepresentationMap()
instead.- Definition Classes
- TensorRepresentationGroup → TensorRepresentationGroupOrBuilder
- Annotations
- @Override() @Deprecated
- Deprecated