result.hpp

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#pragma once
#include <string>
#include <Eigen/Dense>
#include <autoppl/util/traits/dist_expr_traits.hpp>
 
namespace ppl {
 
template <int Major = Eigen::ColMajor>
struct MCMCResult
{
    using cont_samples_t = Eigen::Matrix<util::cont_param_t, Eigen::Dynamic, Eigen::Dynamic, Major>;
    using disc_samples_t = Eigen::Matrix<util::disc_param_t, Eigen::Dynamic, Eigen::Dynamic>;
 
    cont_samples_t cont_samples;
    disc_samples_t disc_samples;
    std::string name;
    double warmup_time = 0;
    double sampling_time = 0;
 
    MCMCResult() =default;
    MCMCResult(size_t n_samples,
               size_t n_cont_params,
               size_t n_disc_params)
        : cont_samples(n_samples, n_cont_params)
        , disc_samples(n_samples, n_disc_params)
    {}
};
 
} // namespace ppl