imagine you actually have a matrix that is like this okay height times width times height times width every single point in here actually defines a bounding box because this point this point right here in this dimension corresponds to one location in the image and on this axis it corresponds to another location now in the attention matrix simply means these two points need to communicate but if you have two pixels you actually have defined a bounding box right here right you you were actually you're defining a bounding