The universe most certainly is not infinite by any measure and does not contain infinitudes.
Even with all the plank-length stuff, they're not snapped to a plank grid right?
I'm genuinely asking: my level of knowledge is YouTube.
So what we consider a discrete photon particle with a location (x,y) would actually not be an individual particle and would be more like:
electromagnetic_field[y][x] = "excited"
in a big (presumably infinite) grid.