Safe Haskell	Safe-Inferred
Language	Haskell2010

Torch.GraduallyTyped.Autograd

Documentation

class HasGrad parameters where Source #

Associated Types

type Gradients parameters :: Type Source #

type Loss parameters :: Type Source #

Methods

grad :: Loss parameters -> parameters -> Gradients parameters Source #

calculate gradients of a zero-dimensional tensor with respect to a list of independent tensor parameters

Instances details

HasGrad (Tensor ('Gradient 'WithGradient) layout device dataType shape) Source #

Instance details

Associated Types

type Gradients (Tensor ('Gradient 'WithGradient) layout device dataType shape) Source #

type Loss (Tensor ('Gradient 'WithGradient) layout device dataType shape) Source #

Methods

grad :: Loss (Tensor ('Gradient 'WithGradient) layout device dataType shape) -> Tensor ('Gradient 'WithGradient) layout device dataType shape -> Gradients (Tensor ('Gradient 'WithGradient) layout device dataType shape) Source #