Trait juice::layer::ComputeParametersGradient

source · 
pub trait ComputeParametersGradient<T, B: IBackend> {
    // Provided method
    fn compute_parameters_gradient(
        &self,
        backend: &B,
        output_data: &[&SharedTensor<T>],
        output_gradients: &[&SharedTensor<T>],
        input_data: &[&SharedTensor<T>],
        parameters_gradients: &mut [&mut SharedTensor<T>]
    ) { ... }
}
Expand description

A Layer that can compute the gradient with respect to its parameters (= weights, bias, etc.).

Provided Methods§

source

fn compute_parameters_gradient( &self, backend: &B, output_data: &[&SharedTensor<T>], output_gradients: &[&SharedTensor<T>], input_data: &[&SharedTensor<T>], parameters_gradients: &mut [&mut SharedTensor<T>] )

Compute gradients with respect to the parameters and write them into parameters_gradients.

Implementors§