hyperbolic

Documentation

Index

• type Hyperbolic
  • func New(init, final, rate float64) *Hyperbolic
  • func (d *Hyperbolic) Decay(lr float64, t int) float64

Types

type Hyperbolic

type Hyperbolic struct {
	// contains filtered or unexported fields
}

Hyperbolic defines an hyperbolic decay depending on the time step

lr = lr / (1 + rate*t).

func New

func New(init, final, rate float64) *Hyperbolic

New returns a new Hyperbolic decay optimizer.

func (*Hyperbolic) Decay

func (d *Hyperbolic) Decay(lr float64, t int) float64

Decay calculates the decay of the learning rate lr at time t.