protected override void OnInit()
{
base.OnInit();
Kernels = new Tensor(new Shape(FilterSize, FilterSize, InputShape.Depth, FiltersNum));
Bias = new Tensor(new Shape(OutputShape.Width, OutputShape.Height, FiltersNum));
KernelsGradient = new Tensor(Kernels.Shape);
BiasGradient = new Tensor(Bias.Shape);
KernelInitializer.Init(Kernels, InputShapes[0].Length, OutputShape.Length);
if (UseBias)
{
BiasInitializer.Init(Bias, InputShapes[0].Length, OutputShape.Length);
}
}
protected override void OnInit()
{
base.OnInit();
Weights = new Tensor(new Shape(InputShape.Length, OutputShape.Length));
Bias = new Tensor(OutputShape);
WeightsGradient = new Tensor(Weights.Shape);
BiasGradient = new Tensor(Bias.Shape);
KernelInitializer.Init(Weights, InputShape.Length, OutputShape.Length);
if (UseBias)
{
BiasInitializer.Init(Bias, InputShape.Length, OutputShape.Length);
}
}