#mixture-density-network

A mixture density network outputs, for one input, two Gaussian components with weights $\pi = (0.6, 0.4)$, means $\mu = (10, 16)$ and standard deviations $\sigma = (2, 4)$. What is the negative log-likelihood (natural log) of the observed target $y = 12$? Give 3 decimals.