highway

Documentation

Index

• type Model
  • func New(in int, activation ag.OpName) *Model
  • func (m *Model) Forward(xs ...ag.Node) []ag.Node

Types

type Model

type Model struct {
	nn.BaseModel
	WIn        nn.Param `spago:"type:weights"`
	BIn        nn.Param `spago:"type:biases"`
	WT         nn.Param `spago:"type:weights"`
	BT         nn.Param `spago:"type:biases"`
	Activation ag.OpName
}

Model contains the serializable parameters.

func New

func New(in int, activation ag.OpName) *Model

New returns a new model with parameters initialized to zeros.

func (*Model) Forward

func (m *Model) Forward(xs ...ag.Node) []ag.Node

Forward performs the forward step for each input node and returns the result.