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