static bool FullConnTest()
{
FullyConnLayar layer = new FullyConnLayar(new Relu(), new Size(10, 10, 3));
layer.Compile(new Size(10, 10, 3));
double[,,] input = new double[10, 10, 3];
double[,,] output = layer.GetOutput(input);
for (int x = 0; x < 3; x++)
{
for (int y = 0; y < 10; y++)
{
for (int z = 0; z < 10; z++)
{
if (output[z, y, x] != input[z, y, x])
{
return(false);
}
}
}
}
return(true);
}
public override void Compile(Size[] input_sizes)
{
base.Compile(input_sizes);
layers = new FullyConnLayar[input_sizes.Length, output_sizes.Length];
for (int i = 0; i < input_sizes.Length; i++)
{
for (int j = 0; j < output_sizes.Length; j++)
{
layers[i, j] = new FullyConnLayar(new SimpleFunc(), output_sizes[j]);
layers[i, j].Compile(input_sizes[i]);
layers[i, j].AddNoise();
}
}
}