/// @file grotto/gadgets/activations/elu.hpp /// @author Ryan Henry /// @brief Cleartext reference for `elu`. /// @copyright Copyright (c) 2019-2023 Ryan Henry and others /// @license Released under a GNU General Public v2.0 (GPLv2) license; /// see [LICENSE.md](@ref license) for details. #ifndef LIBDPF_INCLUDE_GROTTO_GADGETS_ACTIVATIONS_ELU_HPP__ #define LIBDPF_INCLUDE_GROTTO_GADGETS_ACTIVATIONS_ELU_HPP__ #include #include #include #include "grotto/gadget_hints.hpp" namespace grotto { namespace gadgets { static constexpr double elu_default_alpha = 1; /// @brief Cleartext `elu`. /// @see grotto::eval_closed /// @tparam alpha functor parameter (a `double` bound or scale) /// @note Straight-line cleartext. Fixed-point evaluation is the symbol in `@see` when that symbol is a LUT or an `eval_*` function. /// \complexity One evaluation of `operator()` as written in this header. There is no domain scan and no loop. `Θ(1)` time and extra space relative to that expression. template struct elu { /// @brief Evaluate the cleartext map. /// @tparam T argument and result type /// @param x the input /// @return the cleartext image of `x` /// \complexity The body is straight-line. `Θ(1)` time and extra space. template T operator()(T x) { if (x <= 0) return alpha * std::expm1(x); if (x > 0) return std::min(x, std::numeric_limits::max()); } }; template struct gadget_hints> { static constexpr double min = std::numeric_limits::min(); static constexpr double max = std::numeric_limits::max(); static constexpr double poles[] = { }; static constexpr double interesting_points[] = { }; static constexpr unsigned degree = 3; static constexpr bool has_canonical_representation = false; static constexpr double canonical_bounds[] = { }; static constexpr std::array canonical_polys[] = { }; }; } // namespace gadgets } // namespace grotto #endif // LIBDPF_INCLUDE_GROTTO_GADGETS_ACTIVATIONS_ELU_HPP__