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Tipo de alias

Los siguientes alias de tipo están disponibles globalmente.

Declaración

public typealias TensorFlowNumeric = TensorFlowScalar & Numeric

TensorFlowSignedNumeric

Declaración

public typealias TensorFlowSignedNumeric = TensorFlowScalar & SignedNumeric

TensorFlowEntero

Declaración

public typealias TensorFlowInteger = TensorFlowScalar & BinaryInteger

ParámetroInicializador

Declaración

public typealias ParameterInitializer<Scalar> = (TensorShape) -> Tensor<Scalar> where Scalar : TensorFlowScalar

Lotes de inferencia no uniforme
Una colección de lotes adecuados para la inferencia, extrayendo muestras de samples en lotes de batchSize .
Declaración
public typealias NonuniformInferenceBatches<Samples: Collection> = Slices< Sampling<Samples, [Samples.Index]> >

OptimizadorDevolución de llamada

Declaración

public typealias OptimizerCallback = (inout OptimizerWeightStepState, inout OptimizerState) -> Void

Semilla TensorFlow

Declaración

public typealias TensorFlowSeed = (graph: Int32, op: Int32)

Crudo
Declaración
public typealias Raw = _Raw

RNN básico

Declaración

public typealias BasicRNN<Scalar> = RecurrentLayer<BasicRNNCell<Scalar>> where Scalar : TensorFlowFloatingPoint

LSTM

Declaración

public typealias LSTM<Scalar> = RecurrentLayer<LSTMCell<Scalar>> where Scalar : TensorFlowFloatingPoint

gru

Declaración

public typealias GRU<Scalar> = RecurrentLayer<GRUCell<Scalar>> where Scalar : TensorFlowFloatingPoint

BidireccionalBasicRNN

Declaración

public typealias BidirectionalBasicRNN<Scalar> = BidirectionalRecurrentLayer<BasicRNNCell<Scalar>> where Scalar : TensorFlowFloatingPoint

LSTM bidireccional

Declaración

public typealias BidirectionalLSTM<Scalar> = BidirectionalRecurrentLayer<LSTMCell<Scalar>> where Scalar : TensorFlowFloatingPoint

BidireccionalGRU

Declaración

public typealias BidirectionalGRU<Scalar> = BidirectionalRecurrentLayer<GRUCell<Scalar>> where Scalar : TensorFlowFloatingPoint

RNNCell

Declaración

public typealias RNNCell = RecurrentLayerCell

RNN
Declaración
public typealias RNN = RecurrentLayer

SimpleRNNCell

Declaración

public typealias SimpleRNNCell = BasicRNNCell

RNN simple
Declaración
public typealias SimpleRNN = BasicRNN

Secuencial3

Una capa que compone secuencialmente 3 capas.

Declaración

public typealias Sequential3<L1: Module, L2: Layer, L3: Layer> = Sequential<L1, Sequential<L2, L3>>
  where L1.Output == L2.Input, L2.Output == L3.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar

Secuencial4

Una capa que compone secuencialmente 4 capas.

Declaración

public typealias Sequential4<L1: Module, L2: Layer, L3: Layer, L4: Layer> = Sequential<L1, Sequential<L2, Sequential<L3, L4>>>
  where L1.Output == L2.Input, L2.Output == L3.Input, L3.Output == L4.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar, L3.TangentVector.VectorSpaceScalar == L4.TangentVector.VectorSpaceScalar

Secuencial5

Una capa que compone secuencialmente 5 capas.

Declaración

public typealias Sequential5<L1: Module, L2: Layer, L3: Layer, L4: Layer, L5: Layer> = Sequential<L1, Sequential<L2, Sequential<L3, Sequential<L4, L5>>>>
  where L1.Output == L2.Input, L2.Output == L3.Input, L3.Output == L4.Input, L4.Output == L5.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar, L3.TangentVector.VectorSpaceScalar == L4.TangentVector.VectorSpaceScalar, L4.TangentVector.VectorSpaceScalar == L5.TangentVector.VectorSpaceScalar

Secuencial6

Una capa que compone secuencialmente 6 capas.

Declaración

public typealias Sequential6<L1: Module, L2: Layer, L3: Layer, L4: Layer, L5: Layer, L6: Layer> = Sequential<L1, Sequential<L2, Sequential<L3, Sequential<L4, Sequential<L5, L6>>>>>
  where L1.Output == L2.Input, L2.Output == L3.Input, L3.Output == L4.Input, L4.Output == L5.Input, L5.Output == L6.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar, L3.TangentVector.VectorSpaceScalar == L4.TangentVector.VectorSpaceScalar, L4.TangentVector.VectorSpaceScalar == L5.TangentVector.VectorSpaceScalar, L5.TangentVector.VectorSpaceScalar == L6.TangentVector.VectorSpaceScalar

Secuencial7

Una capa que compone secuencialmente 7 capas.

Declaración

public typealias Sequential7<L1: Module, L2: Layer, L3: Layer, L4: Layer, L5: Layer, L6: Layer, L7: Layer> = Sequential<L1, Sequential<L2, Sequential<L3, Sequential<L4, Sequential<L5, Sequential<L6, L7>>>>>>
  where L1.Output == L2.Input, L2.Output == L3.Input, L3.Output == L4.Input, L4.Output == L5.Input, L5.Output == L6.Input, L6.Output == L7.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar, L3.TangentVector.VectorSpaceScalar == L4.TangentVector.VectorSpaceScalar, L4.TangentVector.VectorSpaceScalar == L5.TangentVector.VectorSpaceScalar, L5.TangentVector.VectorSpaceScalar == L6.TangentVector.VectorSpaceScalar, L6.TangentVector.VectorSpaceScalar == L7.TangentVector.VectorSpaceScalar

Secuencial8

Una capa que compone secuencialmente 8 capas.

Declaración

public typealias Sequential8<L1: Module, L2: Layer, L3: Layer, L4: Layer, L5: Layer, L6: Layer, L7: Layer, L8: Layer> = Sequential<L1, Sequential<L2, Sequential<L3, Sequential<L4, Sequential<L5, Sequential<L6, Sequential<L7, L8>>>>>>>
  where L1.Output == L2.Input, L2.Output == L3.Input, L3.Output == L4.Input, L4.Output == L5.Input, L5.Output == L6.Input, L6.Output == L7.Input, L7.Output == L8.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar, L3.TangentVector.VectorSpaceScalar == L4.TangentVector.VectorSpaceScalar, L4.TangentVector.VectorSpaceScalar == L5.TangentVector.VectorSpaceScalar, L5.TangentVector.VectorSpaceScalar == L6.TangentVector.VectorSpaceScalar, L6.TangentVector.VectorSpaceScalar == L7.TangentVector.VectorSpaceScalar, L7.TangentVector.VectorSpaceScalar == L8.TangentVector.VectorSpaceScalar

Secuencial9

Una capa que compone secuencialmente 9 capas.

Declaración

public typealias Sequential9<L1: Module, L2: Layer, L3: Layer, L4: Layer, L5: Layer, L6: Layer, L7: Layer, L8: Layer, L9: Layer> = Sequential<L1, Sequential<L2, Sequential<L3, Sequential<L4, Sequential<L5, Sequential<L6, Sequential<L7, Sequential<L8, L9>>>>>>>>
  where L1.Output == L2.Input, L2.Output == L3.Input, L3.Output == L4.Input, L4.Output == L5.Input, L5.Output == L6.Input, L6.Output == L7.Input, L7.Output == L8.Input, L8.Output == L9.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar, L3.TangentVector.VectorSpaceScalar == L4.TangentVector.VectorSpaceScalar, L4.TangentVector.VectorSpaceScalar == L5.TangentVector.VectorSpaceScalar, L5.TangentVector.VectorSpaceScalar == L6.TangentVector.VectorSpaceScalar, L6.TangentVector.VectorSpaceScalar == L7.TangentVector.VectorSpaceScalar, L7.TangentVector.VectorSpaceScalar == L8.TangentVector.VectorSpaceScalar, L8.TangentVector.VectorSpaceScalar == L9.TangentVector.VectorSpaceScalar

Secuencial10

Una capa que compone secuencialmente 10 capas.

Declaración

public typealias Sequential10<L1: Module, L2: Layer, L3: Layer, L4: Layer, L5: Layer, L6: Layer, L7: Layer, L8: Layer, L9: Layer, L10: Layer> = Sequential<L1, Sequential<L2, Sequential<L3, Sequential<L4, Sequential<L5, Sequential<L6, Sequential<L7, Sequential<L8, Sequential<L9, L10>>>>>>>>>
  where L1.Output == L2.Input, L2.Output == L3.Input, L3.Output == L4.Input, L4.Output == L5.Input, L5.Output == L6.Input, L6.Output == L7.Input, L7.Output == L8.Input, L8.Output == L9.Input, L9.Output == L10.Input,
        L1.TangentVector.VectorSpaceScalar == L2.TangentVector.VectorSpaceScalar, L2.TangentVector.VectorSpaceScalar == L3.TangentVector.VectorSpaceScalar, L3.TangentVector.VectorSpaceScalar == L4.TangentVector.VectorSpaceScalar, L4.TangentVector.VectorSpaceScalar == L5.TangentVector.VectorSpaceScalar, L5.TangentVector.VectorSpaceScalar == L6.TangentVector.VectorSpaceScalar, L6.TangentVector.VectorSpaceScalar == L7.TangentVector.VectorSpaceScalar, L7.TangentVector.VectorSpaceScalar == L8.TangentVector.VectorSpaceScalar, L8.TangentVector.VectorSpaceScalar == L9.TangentVector.VectorSpaceScalar, L9.TangentVector.VectorSpaceScalar == L10.TangentVector.VectorSpaceScalar