description: Auxiliary results from a Sequential Monte Carlo step.

tfp.experimental.mcmc.SequentialMonteCarloResults

Auxiliary results from a Sequential Monte Carlo step.

This structure serves as the kernel_results for the SequentialMonteCarlo transition kernel.

Elements:

In some contexts, results may be stacked across multiple inference steps, in which case all Tensor shapes will be prefixed by an additional dimension of size num_steps.

steps

parent_indices

incremental_log_marginal_likelihood

accumulated_log_marginal_likelihood

seed