Interface IContextualLayer<T>

Interface for layers that accept context (conditioning).

public interface IContextualLayer<T> : ILayer<T>, IJitCompilable<T>, IDiagnosticsProvider, IWeightLoadable<T>

Inherited Members: ILayer<T>.GetInputShape()

ILayer<T>.GetOutputShape()

ILayer<T>.GetWeights()

ILayer<T>.GetBiases()

ILayer<T>.Forward(Tensor<T>)

ILayer<T>.ForwardGpu(params IGpuTensor<T>[])

ILayer<T>.CanExecuteOnGpu

ILayer<T>.Backward(Tensor<T>)

ILayer<T>.UpdateParameters(T)

ILayer<T>.UpdateParameters(Vector<T>)

ILayer<T>.ParameterCount

ILayer<T>.Serialize(BinaryWriter)

ILayer<T>.Deserialize(BinaryReader)

ILayer<T>.GetActivationTypes()

ILayer<T>.GetParameters()

ILayer<T>.SupportsTraining

ILayer<T>.SetTrainingMode(bool)

ILayer<T>.GetParameterGradients()

ILayer<T>.ClearGradients()

ILayer<T>.SetParameters(Vector<T>)

ILayer<T>.ResetState()

ILayer<T>.SupportsGpuTraining

ILayer<T>.UpdateParametersGpu(IGpuOptimizerConfig)

ILayer<T>.UploadWeightsToGpu()

ILayer<T>.DownloadWeightsFromGpu()

ILayer<T>.ZeroGradientsGpu()

IJitCompilable<T>.ExportComputationGraph(List<ComputationNode<T>>)

IJitCompilable<T>.SupportsJitCompilation

IDiagnosticsProvider.GetDiagnostics()

IWeightLoadable<T>.GetParameterNames()

IWeightLoadable<T>.TryGetParameter(string, out Tensor<T>)

IWeightLoadable<T>.SetParameter(string, Tensor<T>)

IWeightLoadable<T>.GetParameterShape(string)

IWeightLoadable<T>.NamedParameterCount

IWeightLoadable<T>.ValidateWeights(IEnumerable<string>, Func<string, string>)

IWeightLoadable<T>.LoadWeights(Dictionary<string, Tensor<T>>, Func<string, string>, bool)

Methods

Forward pass with context.

Tensor<T> Forward(Tensor<T> input, Tensor<T>? context)