void Gradient(const InputType& input,
const arma::Mat<eT>& d,
GradientDataType& g)
{
g = d * input.t() / static_cast<typename InputType::value_type>(
input.n_cols) + lambda * weights;
}
void Gradient(const InputType& input,
const arma::Mat<eT>& d,
GradientDataType& g)
{
if (uselayer)
{
baseLayer.Gradient(input, d, g);
// Denoise the weights.
baseLayer.Weights() = denoise;
}
else
{
g = d * input.t();
// Denoise the weights.
weights = denoise;
}
}