public override void Initialize(Shape inputShape)
{
base.Initialize(inputShape);
ParametersStorage.Weights = Builder.OfShape(new Shape(FiltersCount, inputShape[1], KernelSize, KernelSize));
_initializer.InitWeights(this);
OutputShape = Tensor.GetConvolutionalShape(inputShape, ParametersStorage.Weights.Storage.Shape, Stride, 0);
ParametersStorage.Gradients = Builder.OfShape(ParametersStorage.Weights.Storage.Shape);
InitializeBuffers();
}
public override void Initialize(Shape inputShape)
{
base.Initialize(inputShape);
ParametersStorage.Weights = Builder.OfShape(new Shape(1, 1, inputShape[3], NeuronsCount));
_initializer.InitWeights(this);
ParametersStorage.Gradients = Builder.OfShape(new Shape(1, 1, inputShape[3], NeuronsCount));
OutputShape = new Shape(inputShape[0], 1, 1, NeuronsCount);
_transBufferDx = Builder.Empty();
_transBufferDw = Builder.Empty();
}