gru

Documentation

Index

• type Model
  • func New(in, out int) *Model
  • func (m *Model) NewProc(ctx nn.Context) nn.Processor
• type Processor
  • func (p *Processor) Forward(xs ...ag.Node) []ag.Node
  • func (p *Processor) LastState() *State
  • func (p *Processor) SetInitialState(state *State)
• type State

Types

type Model

type Model struct {
	WPart    *nn.Param `type:"weights"`
	WPartRec *nn.Param `type:"weights"`
	BPart    *nn.Param `type:"biases"`
	WRes     *nn.Param `type:"weights"`
	WResRec  *nn.Param `type:"weights"`
	BRes     *nn.Param `type:"biases"`
	WCand    *nn.Param `type:"weights"`
	WCandRec *nn.Param `type:"weights"`
	BCand    *nn.Param `type:"biases"`
}

Model contains the serializable parameters.

func New

func New(in, out int) *Model

New returns a new model with parameters initialized to zeros.

func (*Model) NewProc

func (m *Model) NewProc(ctx nn.Context) nn.Processor

NewProc returns a new processor to execute the forward step.

type Processor

type Processor struct {
	nn.BaseProcessor

	States []*State
	// contains filtered or unexported fields
}

func (*Processor) Forward

func (p *Processor) Forward(xs ...ag.Node) []ag.Node

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

func (*Processor) LastState

func (p *Processor) LastState() *State

func (*Processor) SetInitialState

func (p *Processor) SetInitialState(state *State)

type State

type State struct {
	R ag.Node
	P ag.Node
	C ag.Node
	Y ag.Node
}