batchnorm

Documentation

Index

• type Model
  • func New[T float.DType](size int) *Model
  • func NewWithMomentum[T float.DType](size int, momentum T) *Model
  • func (m *Model) Forward(xs ...mat.Tensor) []mat.Tensor
  • func (m *Model) ForwardT(xs ...mat.Tensor) []mat.Tensor

Types

type Model

type Model struct {
	nn.Module
	W        *nn.Param
	B        *nn.Param
	Mean     *nn.Buffer
	StdDev   *nn.Buffer
	Momentum *nn.Buffer
}

Model contains the serializable parameters.

func New

func New[T float.DType](size int) *Model

New returns a new model with the supplied size and default momentum

func NewWithMomentum

func NewWithMomentum[T float.DType](size int, momentum T) *Model

NewWithMomentum returns a new model with supplied size and momentum.

func (*Model) Forward

func (m *Model) Forward(xs ...mat.Tensor) []mat.Tensor

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

func (*Model) ForwardT

func (m *Model) ForwardT(xs ...mat.Tensor) []mat.Tensor

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