AI, Machine Learning, Artificial Intelligence, Deep Learning, Data Science.
= -0.5 * sum(1 + log(sigma²) — (mu²) — (sigma²)) = -0.5 * 10.06 = -5.03 So, the KL divergence loss term for this example would be -5.03. The resulting KL divergence loss term is added to the reconstruction loss term (usually mean squared error) to obtain the total loss function that is minimized