/// <summary>チャネルごとの2次元畳み込み</summary>
public static VariableNode ChannelwiseConvolution2D(VariableNode x, VariableNode w, int stride)
{
Function function =
new Functions.Connection2D.ChannelwiseConvolution(x.Shape, w.Shape, stride);
VariableNode y = Apply(function, x, w)[0];
return(y);
}
/// <summary>チャネルごとの2次元畳み込み</summary>
public static Tensor ChannelwiseConvolution2D(Tensor x, Tensor w, int stride)
{
Functions.Connection2D.ChannelwiseConvolution function =
new Functions.Connection2D.ChannelwiseConvolution(x.Shape, w.Shape, stride);
Tensor y = new Tensor(function.OutShape);
function.Execute(new Tensor[] { x, w }, new Tensor[] { y });
return(y);
}