DiffSharp


SGD Type

Namespace: DiffSharp.Optim

Assembly: DiffSharp.Core.dll


Base Type: Optimizer

Constructors

Constructor Description
SGD(model, ?lr, ?momentum, ?nesterov, ?weightDecay, ?reversible)
Full Usage:
SGD(model, ?lr, ?momentum, ?nesterov, ?weightDecay, ?reversible) Parameter Types:
  • model : Model
  • ?lr : Tensor
  • ?momentum : Tensor
  • ?nesterov : bool
  • ?weightDecay : Tensor
  • ?reversible : bool

Return Type: SGD
Signature: (model: Model * lr: Tensor * momentum: Tensor * nesterov: bool * weightDecay: Tensor * reversible: bool) -> SGD
Parameter Types:
  • model : Model
  • ?lr : Tensor
  • ?momentum : Tensor
  • ?nesterov : bool
  • ?weightDecay : Tensor
  • ?reversible : bool
Return Type: SGD