Why Conv2d.weight is [N, 1, H, W] not [N, H, W]

1

I printed the shape of Conv2d.weight. To my surprise, the shape of the conv2d.weight is [N, 1, H, W] instead of [N, H, W]. What’s the reason for that?

2

I see. It’s [N, C, H, W]…