class

ML::Autograd::SumBackward

Inherits ML::Autograd::GradFn / Reference / Object

Gradient for sum reduction d(sum)/dx = 1 (broadcast)

Constructors

new(input_shape : Shape)
Source

Instance methods

backward(grad_output : Tensor) : Array(Tensor | Nil)

Compute gradients w.r.t. inputs given gradient of output Returns array of gradients, one per input (or nil if input doesn't require grad)

Source