public override void CalcGradients(List <double[]> inputs, Layer outputlayer)
{
for (int b = 0; b < NN.BatchSize; b++)
{
//var input = inputs[i];
//if (UsesTanh) { input = Maths.TanhDerriv(inputs[i]); }
double[,] Input = Pad(Maths.Convert(inputs[b]));
double[,] stochgradients;
if (DownOrUp)
{
stochgradients = Convolve(Maths.Convert(Errors[b]), Input);
}
else
{
stochgradients = Convolve(Input, Maths.Convert(Errors[b]));
}
//Gradients = stochgradients;
//Add the stochastic gradients to the batch gradients
for (int j = 0; j < Gradients.GetLength(0); j++)
{
for (int k = 0; k < Gradients.GetLength(1); k++)
{
Gradients[j, k] += stochgradients[j, k];
}
}
}
}
