                                _metropolis_hastings_site_transition_log_prob -= torch.log(alpha * torch.exp(proposal_kernel_forward.log_prob(value, sum=True)) + (1 - alpha) * torch.exp(log_prob)) + _metropolis_hastings_site_log_prob
