log_softmax.hpp

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#ifndef STAN_MATH_OPENCL_PRIM_LOG_SOFTMAX_HPP
#define STAN_MATH_OPENCL_PRIM_LOG_SOFTMAX_HPP
#ifdef STAN_OPENCL
#include <stan/math/opencl/kernel_generator.hpp>
#include <stan/math/opencl/prim/log_sum_exp.hpp>
#include <stan/math/opencl/ref_type.hpp>
#include <stan/math/prim/meta.hpp>
#include <stan/math/prim/err/check_matching_sizes.hpp>
#include <stan/math/prim/fun/to_ref.hpp>
 
namespace stan {
namespace math {
 
template <typename T,
          require_all_kernel_expressions_and_none_scalar_t<T>* = nullptr>
inline matrix_cl<double> log_softmax(const T& a) {
  check_nonzero_size("log_softmax (OpenCL)", "x", a);
  return make_holder_cl([](const auto& x) { return x - log_sum_exp(x); },
                        to_ref(a));
}
 
}  // namespace math
}  // namespace stan
 
#endif
#endif