9p, Our loss is simply the total squared error between the rendered and true pixel colors for both the coarse and fine renderings: where R is the set of rays in each batch, and C(r), Cˆc(r), and Cˆf (r) are the ground truth, coarse volume predicted, and fine volume predicted RGB colors for ray r respectively.