optimizers

Documentation

Index

• type DefaultSchedule
  • func NewDefaultSchedule(args ...interface{}) *DefaultSchedule
  • func (s *DefaultSchedule) ClassName() string
  • func (s *DefaultSchedule) Declare()
  • func (s *DefaultSchedule) Init(self Schedule, args base.Args)
  • func (s *DefaultSchedule) Initialize()
• type GradientDescentMomentum
  • func NewGradientDescentMomentum(args ...interface{}) *GradientDescentMomentum
  • func (o *GradientDescentMomentum) ClassName() string
  • func (o *GradientDescentMomentum) Init(self base.Object, args base.Args)
• type MultiOptimizer
  • func NewMultiOptimizer(optimizerMapping map[string]Optimizer, args ...interface{}) *MultiOptimizer
  • func (o *MultiOptimizer) ClassName() string
  • func (o *MultiOptimizer) Init(self base.Object, optimizerMapping map[string]Optimizer, args base.Args)
• type Optimizer
• type PowerSchedule
  • func NewPowerSchedule(args ...interface{}) *PowerSchedule
  • func (s *PowerSchedule) ClassName() string
  • func (s *PowerSchedule) Declare()
  • func (s *PowerSchedule) Init(self Schedule, args base.Args)
  • func (s *PowerSchedule) Initialize()
• type Schedule
• type ScheduleBase
  • func (s *ScheduleBase) GetLearningRate(learningRate float64, epoch backends.Value) backends.Value
  • func (s *ScheduleBase) Init(self Schedule)
• type StepSchedule
  • func NewStepSchedule(args ...interface{}) *StepSchedule
  • func (s *StepSchedule) ClassName() string
  • func (s *StepSchedule) Declare()
  • func (s *StepSchedule) Init(self Schedule, args base.Args)
  • func (s *StepSchedule) Initialize()

Types

type DefaultSchedule

type DefaultSchedule struct {
	optimizers.DefaultSchedule
	ScheduleBase
}

func NewDefaultSchedule

func NewDefaultSchedule(args ...interface{}) *DefaultSchedule

func (*DefaultSchedule) ClassName

func (s *DefaultSchedule) ClassName() string

func (*DefaultSchedule) Declare

func (s *DefaultSchedule) Declare()

func (*DefaultSchedule) Init

func (s *DefaultSchedule) Init(self Schedule, args base.Args)

func (*DefaultSchedule) Initialize

func (s *DefaultSchedule) Initialize()

type GradientDescentMomentum

type GradientDescentMomentum struct {
	optimizers.GradientDescentMomentum
}

func NewGradientDescentMomentum

func NewGradientDescentMomentum(args ...interface{}) *GradientDescentMomentum

func (*GradientDescentMomentum) ClassName

func (o *GradientDescentMomentum) ClassName() string

func (*GradientDescentMomentum) Init

func (o *GradientDescentMomentum) Init(self base.Object, args base.Args)

type MultiOptimizer

type MultiOptimizer struct {
	optimizers.MultiOptimizer
}

func NewMultiOptimizer

func NewMultiOptimizer(
	optimizerMapping map[string]Optimizer, args ...interface{}) *MultiOptimizer

func (*MultiOptimizer) ClassName

func (o *MultiOptimizer) ClassName() string

func (*MultiOptimizer) Init

func (o *MultiOptimizer) Init(
	self base.Object, optimizerMapping map[string]Optimizer, args base.Args)

type Optimizer

type Optimizer interface {
	optimizers.Optimizer
}

type PowerSchedule

type PowerSchedule struct {
	optimizers.PowerSchedule
	ScheduleBase
}

func NewPowerSchedule

func NewPowerSchedule(args ...interface{}) *PowerSchedule

func (*PowerSchedule) ClassName

func (s *PowerSchedule) ClassName() string

func (*PowerSchedule) Declare

func (s *PowerSchedule) Declare()

func (*PowerSchedule) Init

func (s *PowerSchedule) Init(self Schedule, args base.Args)

func (*PowerSchedule) Initialize

func (s *PowerSchedule) Initialize()

type Schedule

type Schedule interface {
	optimizers.Schedule
	generators.GlobalObject
}

type ScheduleBase

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

func (*ScheduleBase) GetLearningRate

func (s *ScheduleBase) GetLearningRate(learningRate float64, epoch backends.Value) backends.Value

func (*ScheduleBase) Init

func (s *ScheduleBase) Init(self Schedule)

type StepSchedule

type StepSchedule struct {
	optimizers.StepSchedule
	ScheduleBase
}

func NewStepSchedule

func NewStepSchedule(args ...interface{}) *StepSchedule

func (*StepSchedule) ClassName

func (s *StepSchedule) ClassName() string

func (*StepSchedule) Declare

func (s *StepSchedule) Declare()

func (*StepSchedule) Init

func (s *StepSchedule) Init(self Schedule, args base.Args)

func (*StepSchedule) Initialize

func (s *StepSchedule) Initialize()