tensor

Type Members

1. final case class TensorProto(dtype: DataType = ..., tensorShape: Option[TensorShapeProto] = None, versionNumber: Int = 0, tensorContent: ByteString = ..., halfVal: Seq[Int] = _root_.scala.collection.Seq.empty, floatVal: Seq[Float] = _root_.scala.collection.Seq.empty, doubleVal: Seq[Double] = _root_.scala.collection.Seq.empty, intVal: Seq[Int] = _root_.scala.collection.Seq.empty, stringVal: Seq[ByteString] = _root_.scala.collection.Seq.empty, scomplexVal: Seq[Float] = _root_.scala.collection.Seq.empty, int64Val: Seq[Long] = _root_.scala.collection.Seq.empty, boolVal: Seq[Boolean] = _root_.scala.collection.Seq.empty, dcomplexVal: Seq[Double] = _root_.scala.collection.Seq.empty, variantVal: Seq[VariantTensorDataProto] = _root_.scala.collection.Seq.empty, uint32Val: Seq[Int] = _root_.scala.collection.Seq.empty, uint64Val: Seq[Long] = _root_.scala.collection.Seq.empty, mapVal: Map[String, TensorProto] = ...) extends GeneratedMessage with Message[TensorProto] with Updatable[TensorProto] with Product with Serializable

   

   Protocol buffer representing a tensor.

   Protocol buffer representing a tensor.

   tensorShape

   Shape of the tensor.

   versionNumber

   Version number. In version 0, if the "repeated xxx" representations contain only one element, that element is repeated to fill the shape. This makes it easy to represent a constant Tensor with a single value.

   tensorContent

   Serialized raw tensor content from either Tensor::AsProtoTensorContent or memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation can be used for all tensor types. The purpose of this representation is to reduce serialization overhead during RPC call by avoiding serialization of many repeated small items.

   halfVal

   DT_HALF. Note that since protobuf has no int16 type, we'll have some pointless zero padding for each value here.

   floatVal

   DT_FLOAT.

   doubleVal

   DT_DOUBLE.

   intVal

   DT_INT32, DT_INT16, DT_INT8, DT_UINT8.

   stringVal

   DT_STRING

   scomplexVal

   DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real and imaginary parts of i-th single precision complex.

   int64Val

   DT_INT64

   boolVal

   DT_BOOL

   dcomplexVal

   DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real and imaginary parts of i-th double precision complex.

   variantVal

   DT_VARIANT

   uint32Val

   DT_UINT32

   uint64Val

   DT_UINT64

   mapVal

   Hydroserving

   Annotations

   @SerialVersionUID()

2. final case class VariantTensorDataProto(typeName: String = "", metadata: ByteString = ..., tensors: Seq[TensorProto] = _root_.scala.collection.Seq.empty) extends GeneratedMessage with Message[VariantTensorDataProto] with Updatable[VariantTensorDataProto] with Product with Serializable

   

   Protocol buffer representing the serialization format of DT_VARIANT tensors.

   Protocol buffer representing the serialization format of DT_VARIANT tensors.

   typeName

   Name of the type of objects being serialized.

   metadata

   Portions of the object that are not Tensors.

   tensors

   Tensors contained within objects being serialized.

   Annotations

   @SerialVersionUID()