multiply_log.hpp

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#ifndef STAN_MATH_OPENCL_REV_MULTIPLY_LOG_HPP
#define STAN_MATH_OPENCL_REV_MULTIPLY_LOG_HPP
#ifdef STAN_OPENCL
 
#include <stan/math/opencl/rev/adjoint_results.hpp>
#include <stan/math/opencl/kernel_generator.hpp>
#include <stan/math/rev/core.hpp>
#include <stan/math/rev/fun/adjoint_of.hpp>
#include <stan/math/rev/fun/value_of.hpp>
 
namespace stan {
namespace math {
 
template <typename T_a, typename T_b,
          require_all_prim_or_rev_kernel_expression_t<T_a, T_b>* = nullptr,
          require_any_var_t<T_a, T_b>* = nullptr,
          require_any_not_stan_scalar_t<T_a, T_b>* = nullptr>
inline var_value<matrix_cl<double>> multiply_log(T_a&& a, T_b&& b) {
  arena_t<T_a> a_arena = std::forward<T_a>(a);
  arena_t<T_b> b_arena = std::forward<T_b>(b);
 
  return make_callback_var(
      multiply_log(value_of(a_arena), value_of(b_arena)),
      [a_arena, b_arena](const vari_value<matrix_cl<double>>& res) mutable {
        adjoint_results(a_arena, b_arena) += expressions(
            elt_multiply(res.adj(), log(value_of(b_arena))),
            elt_multiply(res.adj(),
                         elt_divide(value_of(a_arena), value_of(b_arena))));
      });
}
 
}  // namespace math
}  // namespace stan
 
#endif
#endif