Traits.hpp

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/* Copyright 2023 Benjamin Worpitz, Matthias Werner, Jan Stephan, Bernhard Manfred Gruber, Sergei Bastrakov,
 *                Andrea Bocci, René Widera
 * SPDX-License-Identifier: MPL-2.0
 */
 
#pragma once
 
#include "alpaka/core/Common.hpp"
#include "alpaka/core/Interface.hpp"
 
#include <cmath>
#include <complex>
#if __has_include(<version>) // Not part of the C++17 standard but all major standard libraries include this
#    include <version>
#endif
#ifdef __cpp_lib_math_constants
#    include <numbers>
#endif
 
namespace alpaka::math
{
    namespace constants
    {
#ifdef __cpp_lib_math_constants
        inline constexpr double e = std::numbers::e;
        inline constexpr double log2e = std::numbers::log2e;
        inline constexpr double log10e = std::numbers::log10e;
        inline constexpr double pi = std::numbers::pi;
        inline constexpr double inv_pi = std::numbers::inv_pi;
        inline constexpr double ln2 = std::numbers::ln2;
        inline constexpr double ln10 = std::numbers::ln10;
        inline constexpr double sqrt2 = std::numbers::sqrt2;
 
        template<typename T>
        inline constexpr T e_v = std::numbers::e_v<T>;
 
        template<typename T>
        inline constexpr T log2e_v = std::numbers::log2e_v<T>;
 
        template<typename T>
        inline constexpr T log10e_v = std::numbers::log10e_v<T>;
 
        template<typename T>
        inline constexpr T pi_v = std::numbers::pi_v<T>;
 
        template<typename T>
        inline constexpr T inv_pi_v = std::numbers::inv_pi_v<T>;
 
        template<typename T>
        inline constexpr T ln2_v = std::numbers::ln2_v<T>;
 
        template<typename T>
        inline constexpr T ln10_v = std::numbers::ln10_v<T>;
 
        template<typename T>
        inline constexpr T sqrt2_v = std::numbers::sqrt2_v<T>;
#else
        inline constexpr double e = M_E;
        inline constexpr double log2e = M_LOG2E;
        inline constexpr double log10e = M_LOG10E;
        inline constexpr double pi = M_PI;
        inline constexpr double inv_pi = M_1_PI;
        inline constexpr double ln2 = M_LN2;
        inline constexpr double ln10 = M_LN10;
        inline constexpr double sqrt2 = M_SQRT2;
 
        template<typename T>
        inline constexpr T e_v = static_cast<T>(e);
 
        template<typename T>
        inline constexpr T log2e_v = static_cast<T>(log2e);
 
        template<typename T>
        inline constexpr T log10e_v = static_cast<T>(log10e);
 
        template<typename T>
        inline constexpr T pi_v = static_cast<T>(pi);
 
        template<typename T>
        inline constexpr T inv_pi_v = static_cast<T>(inv_pi);
 
        template<typename T>
        inline constexpr T ln2_v = static_cast<T>(ln2);
 
        template<typename T>
        inline constexpr T ln10_v = static_cast<T>(ln10);
 
        template<typename T>
        inline constexpr T sqrt2_v = static_cast<T>(sqrt2);
 
        // Use predefined float constants when available
#    if defined(M_Ef)
        template<>
        inline constexpr float e_v<float> = M_Ef;
#    endif
 
#    if defined(M_LOG2Ef)
        template<>
        inline constexpr float log2e_v<float> = M_LOG2Ef;
#    endif
 
#    if defined(M_LOG10Ef)
        template<>
        inline constexpr float log10e_v<float> = M_LOG10Ef;
#    endif
 
#    if defined(M_PIf)
        template<>
        inline constexpr float pi_v<float> = M_PIf;
#    endif
 
#    if defined(M_1_PIf)
        template<>
        inline constexpr float inv_pi_v<float> = M_1_PIf;
#    endif
 
#    if defined(M_LN2f)
        template<>
        inline constexpr float ln2_v<float> = M_LN2f;
#    endif
 
#    if defined(M_LN10f)
        template<>
        inline constexpr float ln10_v<float> = M_LN10f;
#    endif
 
#    if defined(M_SQRT2f)
        template<>
        inline constexpr float sqrt2_v<float> = M_SQRT2f;
#    endif
 
#endif
    } // namespace constants
 
    struct ConceptMathAbs
    {
    };
 
    struct ConceptMathAcos
    {
    };
 
    struct ConceptMathAcosh
    {
    };
 
    struct ConceptMathArg
    {
    };
 
    struct ConceptMathAsin
    {
    };
 
    struct ConceptMathAsinh
    {
    };
 
    struct ConceptMathAtan
    {
    };
 
    struct ConceptMathAtanh
    {
    };
 
    struct ConceptMathAtan2
    {
    };
 
    struct ConceptMathCbrt
    {
    };
 
    struct ConceptMathCeil
    {
    };
 
    struct ConceptMathConj
    {
    };
 
    struct ConceptMathCopysign
    {
    };
 
    struct ConceptMathCos
    {
    };
 
    struct ConceptMathCosh
    {
    };
 
    struct ConceptMathErf
    {
    };
 
    struct ConceptMathExp
    {
    };
 
    struct ConceptMathFloor
    {
    };
 
    struct ConceptMathFma
    {
    };
 
    struct ConceptMathFmod
    {
    };
 
    struct ConceptMathIsfinite
    {
    };
 
    struct ConceptMathIsinf
    {
    };
 
    struct ConceptMathIsnan
    {
    };
 
    struct ConceptMathLog
    {
    };
 
    struct ConceptMathLog2
    {
    };
 
    struct ConceptMathLog10
    {
    };
 
    struct ConceptMathMax
    {
    };
 
    struct ConceptMathMin
    {
    };
 
    struct ConceptMathPow
    {
    };
 
    struct ConceptMathRemainder
    {
    };
 
    struct ConceptMathRound
    {
    };
 
    struct ConceptMathRsqrt
    {
    };
 
    struct ConceptMathSin
    {
    };
 
    struct ConceptMathSinh
    {
    };
 
    struct ConceptMathSinCos
    {
    };
 
    struct ConceptMathSqrt
    {
    };
 
    struct ConceptMathTan
    {
    };
 
    struct ConceptMathTanh
    {
    };
 
    struct ConceptMathTrunc
    {
    };
 
    //! The math traits.
    namespace trait
    {
        //! The abs trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Abs
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find abs(TArg) in the namespace of your type.
                using std::abs;
                return abs(arg);
            }
        };
 
        //! The acos trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Acos
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find acos(TArg) in the namespace of your type.
                using std::acos;
                return acos(arg);
            }
        };
 
        //! The acosh trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Acosh
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find acosh(TArg) in the namespace of your type.
                using std::acosh;
                return acosh(arg);
            }
        };
 
        //! The arg trait.
        template<typename T, typename TArgument, typename TSfinae = void>
        struct Arg
        {
            // It is unclear why this is needed here and not in other math trait structs. But removing it causes
            // warnings with calling a __host__ function from a __host__ __device__ function when building for CUDA.
            ALPAKA_NO_HOST_ACC_WARNING
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArgument const& argument)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find arg(TArgument) in the namespace of your type.
                using std::arg;
                return arg(argument);
            }
        };
 
        //! The asin trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Asin
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find asin(TArg) in the namespace of your type.
                using std::asin;
                return asin(arg);
            }
        };
 
        //! The asin trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Asinh
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find asin(TArg) in the namespace of your type.
                using std::asinh;
                return asinh(arg);
            }
        };
 
        //! The atan trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Atan
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find atan(TArg) in the namespace of your type.
                using std::atan;
                return atan(arg);
            }
        };
 
        //! The atanh trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Atanh
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find atanh(TArg) in the namespace of your type.
                using std::atanh;
                return atanh(arg);
            }
        };
 
        //! The atan2 trait.
        template<typename T, typename Ty, typename Tx, typename TSfinae = void>
        struct Atan2
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, Ty const& y, Tx const& x)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find atan2(Tx, Ty) in the namespace of your type.
                using std::atan2;
                return atan2(y, x);
            }
        };
 
        //! The cbrt trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Cbrt
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find cbrt(TArg) in the namespace of your type.
                using std::cbrt;
                return cbrt(arg);
            } //! The erf trait.
        };
 
        //! The ceil trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Ceil
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find ceil(TArg) in the namespace of your type.
                using std::ceil;
                return ceil(arg);
            }
        };
 
        //! The conj trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Conj
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find conj(TArg) in the namespace of your type.
                using std::conj;
                return conj(arg);
            }
        };
 
        //! The copysign trait.
        template<typename T, typename TMag, typename TSgn, typename TSfinae = void>
        struct Copysign
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TMag const& mag, TSgn const& sgn)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find copysign(TMag, TSgn) in the namespace of your type.
                using std::copysign;
                return copysign(mag, sgn);
            }
        };
 
        //! The cos trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Cos
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find cos(TArg) in the namespace of your type.
                using std::cos;
                return cos(arg);
            }
        };
 
        //! The cosh trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Cosh
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find cos(TArg) in the namespace of your type.
                using std::cosh;
                return cosh(arg);
            }
        };
 
        template<typename T, typename TArg, typename TSfinae = void>
        struct Erf
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find erf(TArg) in the namespace of your type.
                using std::erf;
                return erf(arg);
            }
        };
 
        //! The exp trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Exp
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find exp(TArg) in the namespace of your type.
                using std::exp;
                return exp(arg);
            }
        };
 
        //! The floor trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Floor
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find floor(TArg) in the namespace of your type.
                using std::floor;
                return floor(arg);
            }
        };
 
        //! The fma trait.
        template<typename T, typename Tx, typename Ty, typename Tz, typename TSfinae = void>
        struct Fma
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, Tx const& x, Ty const& y, Tz const& z)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find fma(Tx, Ty, Tz) in the namespace of your type.
                using std::fma;
                return fma(x, y, z);
            }
        };
 
        //! The fmod trait.
        template<typename T, typename Tx, typename Ty, typename TSfinae = void>
        struct Fmod
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, Tx const& x, Ty const& y)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find fmod(Tx, Ty) in the namespace of your type.
                using std::fmod;
                return fmod(x, y);
            }
        };
 
        //! The isfinite trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Isfinite
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find isfinite(TArg) in the namespace of your type.
                using std::isfinite;
                return isfinite(arg);
            }
        };
 
        //! The isinf trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Isinf
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find isinf(TArg) in the namespace of your type.
                using std::isinf;
                return isinf(arg);
            }
        };
 
        //! The isnan trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Isnan
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find isnan(TArg) in the namespace of your type.
                using std::isnan;
                return isnan(arg);
            }
        };
 
        //! The log trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Log
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find log(TArg) in the namespace of your type.
                using std::log;
                return log(arg);
            }
        };
 
        //! The bas 2 log trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Log2
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find log2(TArg) in the namespace of your type.
                using std::log2;
                return log2(arg);
            }
        };
 
        //! The base 10 log trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Log10
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find log10(TArg) in the namespace of your type.
                using std::log10;
                return log10(arg);
            }
        };
 
        //! The max trait.
        template<typename T, typename Tx, typename Ty, typename TSfinae = void>
        struct Max
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, Tx const& x, Ty const& y)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find max(Tx, Ty) in the namespace of your type.
                using std::max;
                return max(x, y);
            }
        };
 
        //! The min trait.
        template<typename T, typename Tx, typename Ty, typename TSfinae = void>
        struct Min
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, Tx const& x, Ty const& y)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find min(Tx, Ty) in the namespace of your type.
                using std::min;
                return min(x, y);
            }
        };
 
        //! The pow trait.
        template<typename T, typename TBase, typename TExp, typename TSfinae = void>
        struct Pow
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TBase const& base, TExp const& exp)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find pow(base, exp) in the namespace of your type.
                using std::pow;
                return pow(base, exp);
            }
        };
 
        //! The remainder trait.
        template<typename T, typename Tx, typename Ty, typename TSfinae = void>
        struct Remainder
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, Tx const& x, Ty const& y)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find remainder(Tx, Ty) in the namespace of your type.
                using std::remainder;
                return remainder(x, y);
            }
        };
 
        //! The round trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Round
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find round(TArg) in the namespace of your type.
                using std::round;
                return round(arg);
            }
        };
 
        //! The round trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Lround
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find lround(TArg) in the namespace of your type.
                using std::lround;
                return lround(arg);
            }
        };
 
        //! The round trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Llround
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find llround(TArg) in the namespace of your type.
                using std::llround;
                return llround(arg);
            }
        };
 
        namespace detail
        {
            //! Fallback implementation when no better ADL match was found
            template<typename TArg>
            ALPAKA_FN_HOST_ACC auto rsqrt(TArg const& arg)
            {
                // Still use ADL to try find sqrt(arg)
                using std::sqrt;
                return static_cast<TArg>(1) / sqrt(arg);
            }
        } // namespace detail
 
        //! The rsqrt trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Rsqrt
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find rsqrt(TArg) in the namespace of your type.
                using detail::rsqrt;
                return rsqrt(arg);
            }
        };
 
        //! The sin trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Sin
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find sin(TArg) in the namespace of your type.
                using std::sin;
                return sin(arg);
            }
        };
 
        //! The sin trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Sinh
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find sin(TArg) in the namespace of your type.
                using std::sinh;
                return sinh(arg);
            }
        };
 
        namespace detail
        {
            //! Fallback implementation when no better ADL match was found
            template<typename TArg>
            ALPAKA_FN_HOST_ACC auto sincos(TArg const& arg, TArg& result_sin, TArg& result_cos)
            {
                // Still use ADL to try find sin(arg) and cos(arg)
                using std::sin;
                result_sin = sin(arg);
                using std::cos;
                result_cos = cos(arg);
            }
        } // namespace detail
 
        //! The sincos trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct SinCos
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg, TArg& result_sin, TArg& result_cos)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find sincos(TArg, TArg&, TArg&) in the namespace of your type.
                using detail::sincos;
                return sincos(arg, result_sin, result_cos);
            }
        };
 
        //! The sqrt trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Sqrt
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find sqrt(TArg) in the namespace of your type.
                using std::sqrt;
                return sqrt(arg);
            }
        };
 
        //! The tan trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Tan
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find tan(TArg) in the namespace of your type.
                using std::tan;
                return tan(arg);
            }
        };
 
        //! The tanh trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Tanh
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find tanh(TArg) in the namespace of your type.
                using std::tanh;
                return tanh(arg);
            }
        };
 
        //! The trunc trait.
        template<typename T, typename TArg, typename TSfinae = void>
        struct Trunc
        {
            ALPAKA_FN_HOST_ACC auto operator()(T const& /* ctx */, TArg const& arg)
            {
                // This is an ADL call. If you get a compile error here then your type is not supported by the
                // backend and we could not find trunc(TArg) in the namespace of your type.
                using std::trunc;
                return trunc(arg);
            }
        };
    } // namespace trait
 
    //! Computes the absolute value.
    //!
    //! \tparam T The type of the object specializing Abs.
    //! \tparam TArg The arg type.
    //! \param abs_ctx The object specializing Abs.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto abs(T const& abs_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAbs, T>;
        return trait::Abs<ImplementationBase, TArg>{}(abs_ctx, arg);
    }
 
    //! Computes the principal value of the arc cosine.
    //!
    //! The valid real argument range is [-1.0, 1.0]. For other values
    //! the result may depend on the backend and compilation options, will
    //! likely be NaN.
    //!
    //! \tparam TArg The arg type.
    //! \param acos_ctx The object specializing Acos.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto acos(T const& acos_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAcos, T>;
        return trait::Acos<ImplementationBase, TArg>{}(acos_ctx, arg);
    }
 
    //! Computes the principal value of the hyperbolic arc cosine.
    //!
    //! The valid real argument range is [1.0, Inf]. For other values
    //! the result may depend on the backend and compilation options, will
    //! likely be NaN.
    //!
    //! \tparam TArg The arg type.
    //! \param acosh_ctx The object specializing Acos.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto acosh(T const& acosh_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAcosh, T>;
        return trait::Acosh<ImplementationBase, TArg>{}(acosh_ctx, arg);
    }
 
    //! Computes the complex argument of the value.
    //!
    //! \tparam T The type of the object specializing Arg.
    //! \tparam TArgument The argument type.
    //! \param arg_ctx The object specializing Arg.
    //! \param argument The argument.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArgument>
    ALPAKA_FN_HOST_ACC auto arg(T const& arg_ctx, TArgument const& argument)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathArg, T>;
        return trait::Arg<ImplementationBase, TArgument>{}(arg_ctx, argument);
    }
 
    //! Computes the principal value of the arc sine.
    //!
    //! The valid real argument range is [-1.0, 1.0]. For other values
    //! the result may depend on the backend and compilation options, will
    //! likely be NaN.
    //!
    //! \tparam TArg The arg type.
    //! \param asin_ctx The object specializing Asin.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto asin(T const& asin_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAsin, T>;
        return trait::Asin<ImplementationBase, TArg>{}(asin_ctx, arg);
    }
 
    //! Computes the principal value of the hyperbolic arc sine.
    //!
    //! \tparam TArg The arg type.
    //! \param asinh_ctx The object specializing Asin.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto asinh(T const& asinh_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAsinh, T>;
        return trait::Asinh<ImplementationBase, TArg>{}(asinh_ctx, arg);
    }
 
    //! Computes the principal value of the arc tangent.
    //!
    //! \tparam TArg The arg type.
    //! \param atan_ctx The object specializing Atan.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto atan(T const& atan_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAtan, T>;
        return trait::Atan<ImplementationBase, TArg>{}(atan_ctx, arg);
    }
 
    //! Computes the principal value of the hyperbolic arc tangent.
    //!
    //! The valid real argument range is [-1.0, 1.0]. For other values
    //! the result may depend on the backend and compilation options, will
    //! likely be NaN.
 
    //! \tparam TArg The arg type.
    //! \param atanh_ctx The object specializing Atanh.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto atanh(T const& atanh_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAtanh, T>;
        return trait::Atanh<ImplementationBase, TArg>{}(atanh_ctx, arg);
    }
 
    //! Computes the arc tangent of y/x using the signs of arguments to determine the correct quadrant.
    //!
    //! \tparam T The type of the object specializing Atan2.
    //! \tparam Ty The y arg type.
    //! \tparam Tx The x arg type.
    //! \param atan2_ctx The object specializing Atan2.
    //! \param y The y arg.
    //! \param x The x arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename Ty, typename Tx>
    ALPAKA_FN_HOST_ACC auto atan2(T const& atan2_ctx, Ty const& y, Tx const& x)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathAtan2, T>;
        return trait::Atan2<ImplementationBase, Ty, Tx>{}(atan2_ctx, y, x);
    }
 
    //! Computes the cbrt.
    //!
    //! \tparam T The type of the object specializing Cbrt.
    //! \tparam TArg The arg type.
    //! \param cbrt_ctx The object specializing Cbrt.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto cbrt(T const& cbrt_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathCbrt, T>;
        return trait::Cbrt<ImplementationBase, TArg>{}(cbrt_ctx, arg);
    }
 
    //! Computes the smallest integer value not less than arg.
    //!
    //! \tparam T The type of the object specializing Ceil.
    //! \tparam TArg The arg type.
    //! \param ceil_ctx The object specializing Ceil.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto ceil(T const& ceil_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathCeil, T>;
        return trait::Ceil<ImplementationBase, TArg>{}(ceil_ctx, arg);
    }
 
    //! Computes the complex conjugate of arg.
    //!
    //! \tparam T The type of the object specializing Conj.
    //! \tparam TArg The arg type.
    //! \param conj_ctx The object specializing Conj.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto conj(T const& conj_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathConj, T>;
        return trait::Conj<ImplementationBase, TArg>{}(conj_ctx, arg);
    }
 
    //! Creates a value with the magnitude of mag and the sign of sgn.
    //!
    //! \tparam T The type of the object specializing Copysign.
    //! \tparam TMag The mag type.
    //! \tparam TSgn The sgn type.
    //! \param copysign_ctx The object specializing Copysign.
    //! \param mag The mag.
    //! \param sgn The sgn.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TMag, typename TSgn>
    ALPAKA_FN_HOST_ACC auto copysign(T const& copysign_ctx, TMag const& mag, TSgn const& sgn)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathCopysign, T>;
        return trait::Copysign<ImplementationBase, TMag, TSgn>{}(copysign_ctx, mag, sgn);
    }
 
    //! Computes the cosine (measured in radians).
    //!
    //! \tparam T The type of the object specializing Cos.
    //! \tparam TArg The arg type.
    //! \param cos_ctx The object specializing Cos.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto cos(T const& cos_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathCos, T>;
        return trait::Cos<ImplementationBase, TArg>{}(cos_ctx, arg);
    }
 
    //! Computes the hyperbolic cosine (measured in radians).
    //!
    //! \tparam T The type of the object specializing Cos.
    //! \tparam TArg The arg type.
    //! \param cosh_ctx The object specializing Cos.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto cosh(T const& cosh_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathCosh, T>;
        return trait::Cosh<ImplementationBase, TArg>{}(cosh_ctx, arg);
    }
 
    //! Computes the error function of arg.
    //!
    //! \tparam T The type of the object specializing Erf.
    //! \tparam TArg The arg type.
    //! \param erf_ctx The object specializing Erf.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto erf(T const& erf_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathErf, T>;
        return trait::Erf<ImplementationBase, TArg>{}(erf_ctx, arg);
    }
 
    //! Computes the e (Euler's number, 2.7182818) raised to the given power arg.
    //!
    //! \tparam T The type of the object specializing Exp.
    //! \tparam TArg The arg type.
    //! \param exp_ctx The object specializing Exp.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto exp(T const& exp_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathExp, T>;
        return trait::Exp<ImplementationBase, TArg>{}(exp_ctx, arg);
    }
 
    //! Computes the largest integer value not greater than arg.
    //!
    //! \tparam T The type of the object specializing Floor.
    //! \tparam TArg The arg type.
    //! \param floor_ctx The object specializing Floor.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto floor(T const& floor_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathFloor, T>;
        return trait::Floor<ImplementationBase, TArg>{}(floor_ctx, arg);
    }
 
    //! Computes x * y + z as if to infinite precision and rounded only once to fit the result type.
    //!
    //! \tparam T The type of the object specializing Fma.
    //! \tparam Tx The type of the first argument.
    //! \tparam Ty The type of the second argument.
    //! \tparam Tz The type of the third argument.
    //! \param fma_ctx The object specializing .
    //! \param x The first argument.
    //! \param y The second argument.
    //! \param z The third argument.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename Tx, typename Ty, typename Tz>
    ALPAKA_FN_HOST_ACC auto fma(T const& fma_ctx, Tx const& x, Ty const& y, Tz const& z)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathFma, T>;
        return trait::Fma<ImplementationBase, Tx, Ty, Tz>{}(fma_ctx, x, y, z);
    }
 
    //! Computes the floating-point remainder of the division operation x/y.
    //!
    //! \tparam T The type of the object specializing Fmod.
    //! \tparam Tx The type of the first argument.
    //! \tparam Ty The type of the second argument.
    //! \param fmod_ctx The object specializing Fmod.
    //! \param x The first argument.
    //! \param y The second argument.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename Tx, typename Ty>
    ALPAKA_FN_HOST_ACC auto fmod(T const& fmod_ctx, Tx const& x, Ty const& y)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathFmod, T>;
        return trait::Fmod<ImplementationBase, Tx, Ty>{}(fmod_ctx, x, y);
    }
 
    //! Checks if given value is finite.
    //!
    //! \tparam T The type of the object specializing Isfinite.
    //! \tparam TArg The arg type.
    //! \param ctx The object specializing Isfinite.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto isfinite(T const& ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathIsfinite, T>;
        return trait::Isfinite<ImplementationBase, TArg>{}(ctx, arg);
    }
 
    //! Checks if given value is inf.
    //!
    //! \tparam T The type of the object specializing Isinf.
    //! \tparam TArg The arg type.
    //! \param ctx The object specializing Isinf.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto isinf(T const& ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathIsinf, T>;
        return trait::Isinf<ImplementationBase, TArg>{}(ctx, arg);
    }
 
    //! Checks if given value is NaN.
    //!
    //! \tparam T The type of the object specializing Isnan.
    //! \tparam TArg The arg type.
    //! \param ctx The object specializing Isnan.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto isnan(T const& ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathIsnan, T>;
        return trait::Isnan<ImplementationBase, TArg>{}(ctx, arg);
    }
 
    //! Computes the the natural (base e) logarithm of arg.
    //!
    //! Valid real arguments are non-negative. For other values the result
    //! may depend on the backend and compilation options, will likely
    //! be NaN.
    //!
    //! \tparam T The type of the object specializing Log.
    //! \tparam TArg The arg type.
    //! \param log_ctx The object specializing Log.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto log(T const& log_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathLog, T>;
        return trait::Log<ImplementationBase, TArg>{}(log_ctx, arg);
    }
 
    //! Computes the the natural (base 2) logarithm of arg.
    //!
    //! Valid real arguments are non-negative. For other values the result
    //! may depend on the backend and compilation options, will likely
    //! be NaN.
    //!
    //! \tparam T The type of the object specializing Log2.
    //! \tparam TArg The arg type.
    //! \param log2_ctx The object specializing Log2.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto log2(T const& log2_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathLog2, T>;
        return trait::Log2<ImplementationBase, TArg>{}(log2_ctx, arg);
    }
 
    //! Computes the the natural (base 10) logarithm of arg.
    //!
    //! Valid real arguments are non-negative. For other values the result
    //! may depend on the backend and compilation options, will likely
    //! be NaN.
    //!
    //! \tparam T The type of the object specializing Log10.
    //! \tparam TArg The arg type.
    //! \param log10_ctx The object specializing Log10.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto log10(T const& log10_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathLog10, T>;
        return trait::Log10<ImplementationBase, TArg>{}(log10_ctx, arg);
    }
 
    //! Returns the larger of two arguments.
    //! NaNs are treated as missing data (between a NaN and a numeric value, the numeric value is chosen).
    //!
    //! \tparam T The type of the object specializing Max.
    //! \tparam Tx The type of the first argument.
    //! \tparam Ty The type of the second argument.
    //! \param max_ctx The object specializing Max.
    //! \param x The first argument.
    //! \param y The second argument.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename Tx, typename Ty>
    ALPAKA_FN_HOST_ACC auto max(T const& max_ctx, Tx const& x, Ty const& y)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathMax, T>;
        return trait::Max<ImplementationBase, Tx, Ty>{}(max_ctx, x, y);
    }
 
    //! Returns the smaller of two arguments.
    //! NaNs are treated as missing data (between a NaN and a numeric value, the numeric value is chosen).
    //!
    //! \tparam T The type of the object specializing Min.
    //! \tparam Tx The type of the first argument.
    //! \tparam Ty The type of the second argument.
    //! \param min_ctx The object specializing Min.
    //! \param x The first argument.
    //! \param y The second argument.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename Tx, typename Ty>
    ALPAKA_FN_HOST_ACC auto min(T const& min_ctx, Tx const& x, Ty const& y)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathMin, T>;
        return trait::Min<ImplementationBase, Tx, Ty>{}(min_ctx, x, y);
    }
 
    //! Computes the value of base raised to the power exp.
    //!
    //! Valid real arguments for base are non-negative. For other values
    //! the result may depend on the backend and compilation options, will
    //! likely be NaN.
    //!
    //! \tparam T The type of the object specializing Pow.
    //! \tparam TBase The base type.
    //! \tparam TExp The exponent type.
    //! \param pow_ctx The object specializing Pow.
    //! \param base The base.
    //! \param exp The exponent.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TBase, typename TExp>
    ALPAKA_FN_HOST_ACC auto pow(T const& pow_ctx, TBase const& base, TExp const& exp)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathPow, T>;
        return trait::Pow<ImplementationBase, TBase, TExp>{}(pow_ctx, base, exp);
    }
 
    //! Computes the IEEE remainder of the floating point division operation x/y.
    //!
    //! \tparam T The type of the object specializing Remainder.
    //! \tparam Tx The type of the first argument.
    //! \tparam Ty The type of the second argument.
    //! \param remainder_ctx The object specializing Max.
    //! \param x The first argument.
    //! \param y The second argument.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename Tx, typename Ty>
    ALPAKA_FN_HOST_ACC auto remainder(T const& remainder_ctx, Tx const& x, Ty const& y)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathRemainder, T>;
        return trait::Remainder<ImplementationBase, Tx, Ty>{}(remainder_ctx, x, y);
    }
 
    //! Computes the nearest integer value to arg (in floating-point format), rounding halfway cases away from
    //! zero, regardless of the current rounding mode.
    //!
    //! \tparam T The type of the object specializing Round.
    //! \tparam TArg The arg type.
    //! \param round_ctx The object specializing Round.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto round(T const& round_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathRound, T>;
        return trait::Round<ImplementationBase, TArg>{}(round_ctx, arg);
    }
 
    //! Computes the nearest integer value to arg (in integer format), rounding halfway cases away from zero,
    //! regardless of the current rounding mode.
    //!
    //! \tparam T The type of the object specializing Round.
    //! \tparam TArg The arg type.
    //! \param lround_ctx The object specializing Round.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto lround(T const& lround_ctx, TArg const& arg) -> long int
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathRound, T>;
        return trait::Lround<ImplementationBase, TArg>{}(lround_ctx, arg);
    }
 
    //! Computes the nearest integer value to arg (in integer format), rounding halfway cases away from zero,
    //! regardless of the current rounding mode.
    //!
    //! \tparam T The type of the object specializing Round.
    //! \tparam TArg The arg type.
    //! \param llround_ctx The object specializing Round.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto llround(T const& llround_ctx, TArg const& arg) -> long long int
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathRound, T>;
        return trait::Llround<ImplementationBase, TArg>{}(llround_ctx, arg);
    }
 
    //! Computes the rsqrt.
    //!
    //! Valid real arguments are positive. For other values the result
    //! may depend on the backend and compilation options, will likely
    //! be NaN.
    //!
    //! \tparam T The type of the object specializing Rsqrt.
    //! \tparam TArg The arg type.
    //! \param rsqrt_ctx The object specializing Rsqrt.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto rsqrt(T const& rsqrt_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathRsqrt, T>;
        return trait::Rsqrt<ImplementationBase, TArg>{}(rsqrt_ctx, arg);
    }
 
    //! Computes the sine (measured in radians).
    //!
    //! \tparam T The type of the object specializing Sin.
    //! \tparam TArg The arg type.
    //! \param sin_ctx The object specializing Sin.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto sin(T const& sin_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathSin, T>;
        return trait::Sin<ImplementationBase, TArg>{}(sin_ctx, arg);
    }
 
    //! Computes the hyperbolic sine (measured in radians).
    //!
    //! \tparam T The type of the object specializing Sin.
    //! \tparam TArg The arg type.
    //! \param sinh_ctx The object specializing Sin.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto sinh(T const& sinh_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathSinh, T>;
        return trait::Sinh<ImplementationBase, TArg>{}(sinh_ctx, arg);
    }
 
    //! Computes the sine and cosine (measured in radians).
    //!
    //! \tparam T The type of the object specializing SinCos.
    //! \tparam TArg The arg type.
    //! \param sincos_ctx The object specializing SinCos.
    //! \param arg The arg.
    //! \param result_sin result of sine
    //! \param result_cos result of cosine
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto sincos(T const& sincos_ctx, TArg const& arg, TArg& result_sin, TArg& result_cos) -> void
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathSinCos, T>;
        trait::SinCos<ImplementationBase, TArg>{}(sincos_ctx, arg, result_sin, result_cos);
    }
 
    //! Computes the square root of arg.
    //!
    //! Valid real arguments are non-negative. For other values the result
    //! may depend on the backend and compilation options, will likely
    //! be NaN.
    //!
    //! \tparam T The type of the object specializing Sqrt.
    //! \tparam TArg The arg type.
    //! \param sqrt_ctx The object specializing Sqrt.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto sqrt(T const& sqrt_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathSqrt, T>;
        return trait::Sqrt<ImplementationBase, TArg>{}(sqrt_ctx, arg);
    }
 
    //! Computes the tangent (measured in radians).
    //!
    //! \tparam T The type of the object specializing Tan.
    //! \tparam TArg The arg type.
    //! \param tan_ctx The object specializing Tan.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto tan(T const& tan_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathTan, T>;
        return trait::Tan<ImplementationBase, TArg>{}(tan_ctx, arg);
    }
 
    //! Computes the hyperbolic tangent (measured in radians).
    //!
    //! \tparam T The type of the object specializing Tanh.
    //! \tparam TArg The arg type.
    //! \param tanh_ctx The object specializing Tanh.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto tanh(T const& tanh_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathTanh, T>;
        return trait::Tanh<ImplementationBase, TArg>{}(tanh_ctx, arg);
    }
 
    //! Computes the nearest integer not greater in magnitude than arg.
    //!
    //! \tparam T The type of the object specializing Trunc.
    //! \tparam TArg The arg type.
    //! \param trunc_ctx The object specializing Trunc.
    //! \param arg The arg.
    ALPAKA_NO_HOST_ACC_WARNING
    template<typename T, typename TArg>
    ALPAKA_FN_HOST_ACC auto trunc(T const& trunc_ctx, TArg const& arg)
    {
        using ImplementationBase = interface::ImplementationBase<ConceptMathTrunc, T>;
        return trait::Trunc<ImplementationBase, TArg>{}(trunc_ctx, arg);
    }
} // namespace alpaka::math