// half - IEEE 754-based half-precision floating point library. // // Copyright (c) 2012-2017 Christian Rau // // Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation // files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, // modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the // Software is furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE // WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR // COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, // ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. // Version 1.12.0 /// \file /// Main header file for half precision functionality. #ifndef HALF_HALF_HPP #define HALF_HALF_HPP /// Combined gcc version number. #define HALF_GNUC_VERSION (__GNUC__*100+__GNUC_MINOR__) //check C++11 language features #if defined(__clang__) //clang #if __has_feature(cxx_static_assert) && !defined(HALF_ENABLE_CPP11_STATIC_ASSERT) #define HALF_ENABLE_CPP11_STATIC_ASSERT 1 #endif #if __has_feature(cxx_constexpr) && !defined(HALF_ENABLE_CPP11_CONSTEXPR) #define HALF_ENABLE_CPP11_CONSTEXPR 1 #endif #if __has_feature(cxx_noexcept) && !defined(HALF_ENABLE_CPP11_NOEXCEPT) #define HALF_ENABLE_CPP11_NOEXCEPT 1 #endif #if __has_feature(cxx_user_literals) && !defined(HALF_ENABLE_CPP11_USER_LITERALS) #define HALF_ENABLE_CPP11_USER_LITERALS 1 #endif #if (defined(__GXX_EXPERIMENTAL_CXX0X__) || __cplusplus >= 201103L) && !defined(HALF_ENABLE_CPP11_LONG_LONG) #define HALF_ENABLE_CPP11_LONG_LONG 1 #endif /*#elif defined(__INTEL_COMPILER) //Intel C++ #if __INTEL_COMPILER >= 1100 && !defined(HALF_ENABLE_CPP11_STATIC_ASSERT) ???????? #define HALF_ENABLE_CPP11_STATIC_ASSERT 1 #endif #if __INTEL_COMPILER >= 1300 && !defined(HALF_ENABLE_CPP11_CONSTEXPR) ???????? #define HALF_ENABLE_CPP11_CONSTEXPR 1 #endif #if __INTEL_COMPILER >= 1300 && !defined(HALF_ENABLE_CPP11_NOEXCEPT) ???????? #define HALF_ENABLE_CPP11_NOEXCEPT 1 #endif #if __INTEL_COMPILER >= 1100 && !defined(HALF_ENABLE_CPP11_LONG_LONG) ???????? #define HALF_ENABLE_CPP11_LONG_LONG 1 #endif*/ #elif defined(__GNUC__) //gcc #if defined(__GXX_EXPERIMENTAL_CXX0X__) || __cplusplus >= 201103L #if HALF_GNUC_VERSION >= 403 && !defined(HALF_ENABLE_CPP11_STATIC_ASSERT) #define HALF_ENABLE_CPP11_STATIC_ASSERT 1 #endif #if HALF_GNUC_VERSION >= 406 && !defined(HALF_ENABLE_CPP11_CONSTEXPR) #define HALF_ENABLE_CPP11_CONSTEXPR 1 #endif #if HALF_GNUC_VERSION >= 406 && !defined(HALF_ENABLE_CPP11_NOEXCEPT) #define HALF_ENABLE_CPP11_NOEXCEPT 1 #endif #if HALF_GNUC_VERSION >= 407 && !defined(HALF_ENABLE_CPP11_USER_LITERALS) #define HALF_ENABLE_CPP11_USER_LITERALS 1 #endif #if !defined(HALF_ENABLE_CPP11_LONG_LONG) #define HALF_ENABLE_CPP11_LONG_LONG 1 #endif #endif #elif defined(_MSC_VER) //Visual C++ #if _MSC_VER >= 1900 && !defined(HALF_ENABLE_CPP11_CONSTEXPR) #define HALF_ENABLE_CPP11_CONSTEXPR 1 #endif #if _MSC_VER >= 1900 && !defined(HALF_ENABLE_CPP11_NOEXCEPT) #define HALF_ENABLE_CPP11_NOEXCEPT 1 #endif #if _MSC_VER >= 1900 && !defined(HALF_ENABLE_CPP11_USER_LITERALS) #define HALF_ENABLE_CPP11_USER_LITERALS 1 #endif #if _MSC_VER >= 1600 && !defined(HALF_ENABLE_CPP11_STATIC_ASSERT) #define HALF_ENABLE_CPP11_STATIC_ASSERT 1 #endif #if _MSC_VER >= 1310 && !defined(HALF_ENABLE_CPP11_LONG_LONG) #define HALF_ENABLE_CPP11_LONG_LONG 1 #endif #define HALF_POP_WARNINGS 1 #pragma warning(push) #pragma warning(disable : 4099 4127 4146) //struct vs class, constant in if, negative unsigned #endif //check C++11 library features #include #if defined(_LIBCPP_VERSION) //libc++ #if defined(__GXX_EXPERIMENTAL_CXX0X__) || __cplusplus >= 201103 #ifndef HALF_ENABLE_CPP11_TYPE_TRAITS #define HALF_ENABLE_CPP11_TYPE_TRAITS 1 #endif #ifndef HALF_ENABLE_CPP11_CSTDINT #define HALF_ENABLE_CPP11_CSTDINT 1 #endif #ifndef HALF_ENABLE_CPP11_CMATH #define HALF_ENABLE_CPP11_CMATH 1 #endif #ifndef HALF_ENABLE_CPP11_HASH #define HALF_ENABLE_CPP11_HASH 1 #endif #endif #elif defined(__GLIBCXX__) //libstdc++ #if defined(__GXX_EXPERIMENTAL_CXX0X__) || __cplusplus >= 201103 #ifdef __clang__ #if __GLIBCXX__ >= 20080606 && !defined(HALF_ENABLE_CPP11_TYPE_TRAITS) #define HALF_ENABLE_CPP11_TYPE_TRAITS 1 #endif #if __GLIBCXX__ >= 20080606 && !defined(HALF_ENABLE_CPP11_CSTDINT) #define HALF_ENABLE_CPP11_CSTDINT 1 #endif #if __GLIBCXX__ >= 20080606 && !defined(HALF_ENABLE_CPP11_CMATH) #define HALF_ENABLE_CPP11_CMATH 1 #endif #if __GLIBCXX__ >= 20080606 && !defined(HALF_ENABLE_CPP11_HASH) #define HALF_ENABLE_CPP11_HASH 1 #endif #else #if HALF_GNUC_VERSION >= 403 && !defined(HALF_ENABLE_CPP11_CSTDINT) #define HALF_ENABLE_CPP11_CSTDINT 1 #endif #if HALF_GNUC_VERSION >= 403 && !defined(HALF_ENABLE_CPP11_CMATH) #define HALF_ENABLE_CPP11_CMATH 1 #endif #if HALF_GNUC_VERSION >= 403 && !defined(HALF_ENABLE_CPP11_HASH) #define HALF_ENABLE_CPP11_HASH 1 #endif #endif #endif #elif defined(_CPPLIB_VER) //Dinkumware/Visual C++ #if _CPPLIB_VER >= 520 #ifndef HALF_ENABLE_CPP11_TYPE_TRAITS #define HALF_ENABLE_CPP11_TYPE_TRAITS 1 #endif #ifndef HALF_ENABLE_CPP11_CSTDINT #define HALF_ENABLE_CPP11_CSTDINT 1 #endif #ifndef HALF_ENABLE_CPP11_HASH #define HALF_ENABLE_CPP11_HASH 1 #endif #endif #if _CPPLIB_VER >= 610 #ifndef HALF_ENABLE_CPP11_CMATH #define HALF_ENABLE_CPP11_CMATH 1 #endif #endif #endif #undef HALF_GNUC_VERSION //support constexpr #if HALF_ENABLE_CPP11_CONSTEXPR #define HALF_CONSTEXPR constexpr #define HALF_CONSTEXPR_CONST constexpr #else #define HALF_CONSTEXPR #define HALF_CONSTEXPR_CONST const #endif //support noexcept #if HALF_ENABLE_CPP11_NOEXCEPT #define HALF_NOEXCEPT noexcept #define HALF_NOTHROW noexcept #else #define HALF_NOEXCEPT #define HALF_NOTHROW throw() #endif #include #include #include #include #include #include #if HALF_ENABLE_CPP11_TYPE_TRAITS #include #endif #if HALF_ENABLE_CPP11_CSTDINT #include #endif #if HALF_ENABLE_CPP11_HASH #include #endif /// Default rounding mode. /// This specifies the rounding mode used for all conversions between [half](\ref half_float::half)s and `float`s as well as /// for the half_cast() if not specifying a rounding mode explicitly. It can be redefined (before including half.hpp) to one /// of the standard rounding modes using their respective constants or the equivalent values of `std::float_round_style`: /// /// `std::float_round_style` | value | rounding /// ---------------------------------|-------|------------------------- /// `std::round_indeterminate` | -1 | fastest (default) /// `std::round_toward_zero` | 0 | toward zero /// `std::round_to_nearest` | 1 | to nearest /// `std::round_toward_infinity` | 2 | toward positive infinity /// `std::round_toward_neg_infinity` | 3 | toward negative infinity /// /// By default this is set to `-1` (`std::round_indeterminate`), which uses truncation (round toward zero, but with overflows /// set to infinity) and is the fastest rounding mode possible. It can even be set to `std::numeric_limits::round_style` /// to synchronize the rounding mode with that of the underlying single-precision implementation. #ifndef HALF_ROUND_STYLE #define HALF_ROUND_STYLE -1 // = std::round_indeterminate #endif /// Tie-breaking behaviour for round to nearest. /// This specifies if ties in round to nearest should be resolved by rounding to the nearest even value. By default this is /// defined to `0` resulting in the faster but slightly more biased behaviour of rounding away from zero in half-way cases (and /// thus equal to the round() function), but can be redefined to `1` (before including half.hpp) if more IEEE-conformant /// behaviour is needed. #ifndef HALF_ROUND_TIES_TO_EVEN #define HALF_ROUND_TIES_TO_EVEN 0 // ties away from zero #endif /// Value signaling overflow. /// In correspondence with `HUGE_VAL[F|L]` from `` this symbol expands to a positive value signaling the overflow of an /// operation, in particular it just evaluates to positive infinity. #define HUGE_VALH std::numeric_limits::infinity() /// Fast half-precision fma function. /// This symbol is only defined if the fma() function generally executes as fast as, or faster than, a separate /// half-precision multiplication followed by an addition. Due to the internal single-precision implementation of all /// arithmetic operations, this is in fact always the case. #define FP_FAST_FMAH 1 #ifndef FP_ILOGB0 #define FP_ILOGB0 INT_MIN #endif #ifndef FP_ILOGBNAN #define FP_ILOGBNAN INT_MAX #endif #ifndef FP_SUBNORMAL #define FP_SUBNORMAL 0 #endif #ifndef FP_ZERO #define FP_ZERO 1 #endif #ifndef FP_NAN #define FP_NAN 2 #endif #ifndef FP_INFINITE #define FP_INFINITE 3 #endif #ifndef FP_NORMAL #define FP_NORMAL 4 #endif /// Main namespace for half precision functionality. /// This namespace contains all the functionality provided by the library. namespace half_float { class half; #if HALF_ENABLE_CPP11_USER_LITERALS /// Library-defined half-precision literals. /// Import this namespace to enable half-precision floating point literals: /// ~~~~{.cpp} /// using namespace half_float::literal; /// half_float::half = 4.2_h; /// ~~~~ namespace literal { half operator""_h(long double); } #endif /// \internal /// \brief Implementation details. namespace detail { #if HALF_ENABLE_CPP11_TYPE_TRAITS /// Conditional type. template struct conditional : std::conditional {}; /// Helper for tag dispatching. template struct bool_type : std::integral_constant {}; using std::true_type; using std::false_type; /// Type traits for floating point types. template struct is_float : std::is_floating_point {}; #else /// Conditional type. template struct conditional { typedef T type; }; template struct conditional { typedef F type; }; /// Helper for tag dispatching. template struct bool_type {}; typedef bool_type true_type; typedef bool_type false_type; /// Type traits for floating point types. template struct is_float : false_type {}; template struct is_float : is_float {}; template struct is_float : is_float {}; template struct is_float : is_float {}; template<> struct is_float : true_type {}; template<> struct is_float : true_type {}; template<> struct is_float : true_type {}; #endif /// Type traits for floating point bits. template struct bits { typedef unsigned char type; }; template struct bits : bits {}; template struct bits : bits {}; template struct bits : bits {}; #if HALF_ENABLE_CPP11_CSTDINT /// Unsigned integer of (at least) 16 bits width. typedef std::uint_least16_t uint16; /// Unsigned integer of (at least) 32 bits width. template<> struct bits { typedef std::uint_least32_t type; }; /// Unsigned integer of (at least) 64 bits width. template<> struct bits { typedef std::uint_least64_t type; }; #else /// Unsigned integer of (at least) 16 bits width. typedef unsigned short uint16; /// Unsigned integer of (at least) 32 bits width. template<> struct bits : conditional::digits>=32,unsigned int,unsigned long> {}; #if HALF_ENABLE_CPP11_LONG_LONG /// Unsigned integer of (at least) 64 bits width. template<> struct bits : conditional::digits>=64,unsigned long,unsigned long long> {}; #else /// Unsigned integer of (at least) 64 bits width. template<> struct bits { typedef unsigned long type; }; #endif #endif /// Tag type for binary construction. struct binary_t {}; /// Tag for binary construction. HALF_CONSTEXPR_CONST binary_t binary = binary_t(); /// Temporary half-precision expression. /// This class represents a half-precision expression which just stores a single-precision value internally. struct expr { /// Conversion constructor. /// \param f single-precision value to convert explicit HALF_CONSTEXPR expr(float f) HALF_NOEXCEPT : value_(f) {} /// Conversion to single-precision. /// \return single precision value representing expression value HALF_CONSTEXPR operator float() const HALF_NOEXCEPT { return value_; } private: /// Internal expression value stored in single-precision. float value_; }; /// SFINAE helper for generic half-precision functions. /// This class template has to be specialized for each valid combination of argument types to provide a corresponding /// `type` member equivalent to \a T. /// \tparam T type to return template struct enable {}; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; template struct enable { typedef T type; }; /// Return type for specialized generic 2-argument half-precision functions. /// This class template has to be specialized for each valid combination of argument types to provide a corresponding /// `type` member denoting the appropriate return type. /// \tparam T first argument type /// \tparam U first argument type template struct result : enable {}; template<> struct result { typedef half type; }; /// \name Classification helpers /// \{ /// Check for infinity. /// \tparam T argument type (builtin floating point type) /// \param arg value to query /// \retval true if infinity /// \retval false else template bool builtin_isinf(T arg) { #if HALF_ENABLE_CPP11_CMATH return std::isinf(arg); #elif defined(_MSC_VER) return !::_finite(static_cast(arg)) && !::_isnan(static_cast(arg)); #else return arg == std::numeric_limits::infinity() || arg == -std::numeric_limits::infinity(); #endif } /// Check for NaN. /// \tparam T argument type (builtin floating point type) /// \param arg value to query /// \retval true if not a number /// \retval false else template bool builtin_isnan(T arg) { #if HALF_ENABLE_CPP11_CMATH return std::isnan(arg); #elif defined(_MSC_VER) return ::_isnan(static_cast(arg)) != 0; #else return arg != arg; #endif } /// Check sign. /// \tparam T argument type (builtin floating point type) /// \param arg value to query /// \retval true if signbit set /// \retval false else template bool builtin_signbit(T arg) { #if HALF_ENABLE_CPP11_CMATH return std::signbit(arg); #else return arg < T() || (arg == T() && T(1)/arg < T()); #endif } /// \} /// \name Conversion /// \{ /// Convert IEEE single-precision to half-precision. /// Credit for this goes to [Jeroen van der Zijp](ftp://ftp.fox-toolkit.org/pub/fasthalffloatconversion.pdf). /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \param value single-precision value /// \return binary representation of half-precision value template uint16 float2half_impl(float value, true_type) { typedef bits::type uint32; uint32 bits;// = *reinterpret_cast(&value); //violating strict aliasing! std::memcpy(&bits, &value, sizeof(float)); /* uint16 hbits = (bits>>16) & 0x8000; bits &= 0x7FFFFFFF; int exp = bits >> 23; if(exp == 255) return hbits | 0x7C00 | (0x3FF&-static_cast((bits&0x7FFFFF)!=0)); if(exp > 142) { if(R == std::round_toward_infinity) return hbits | 0x7C00 - (hbits>>15); if(R == std::round_toward_neg_infinity) return hbits | 0x7BFF + (hbits>>15); return hbits | 0x7BFF + (R!=std::round_toward_zero); } int g, s; if(exp > 112) { g = (bits>>12) & 1; s = (bits&0xFFF) != 0; hbits |= ((exp-112)<<10) | ((bits>>13)&0x3FF); } else if(exp > 101) { int i = 125 - exp; bits = (bits&0x7FFFFF) | 0x800000; g = (bits>>i) & 1; s = (bits&((1L<> (i+1); } else { g = 0; s = bits != 0; } if(R == std::round_to_nearest) #if HALF_ROUND_TIES_TO_EVEN hbits += g & (s|hbits); #else hbits += g; #endif else if(R == std::round_toward_infinity) hbits += ~(hbits>>15) & (s|g); else if(R == std::round_toward_neg_infinity) hbits += (hbits>>15) & (g|s); */ static const uint16 base_table[512] = { 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0000, 0x0001, 0x0002, 0x0004, 0x0008, 0x0010, 0x0020, 0x0040, 0x0080, 0x0100, 0x0200, 0x0400, 0x0800, 0x0C00, 0x1000, 0x1400, 0x1800, 0x1C00, 0x2000, 0x2400, 0x2800, 0x2C00, 0x3000, 0x3400, 0x3800, 0x3C00, 0x4000, 0x4400, 0x4800, 0x4C00, 0x5000, 0x5400, 0x5800, 0x5C00, 0x6000, 0x6400, 0x6800, 0x6C00, 0x7000, 0x7400, 0x7800, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x7C00, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8000, 0x8001, 0x8002, 0x8004, 0x8008, 0x8010, 0x8020, 0x8040, 0x8080, 0x8100, 0x8200, 0x8400, 0x8800, 0x8C00, 0x9000, 0x9400, 0x9800, 0x9C00, 0xA000, 0xA400, 0xA800, 0xAC00, 0xB000, 0xB400, 0xB800, 0xBC00, 0xC000, 0xC400, 0xC800, 0xCC00, 0xD000, 0xD400, 0xD800, 0xDC00, 0xE000, 0xE400, 0xE800, 0xEC00, 0xF000, 0xF400, 0xF800, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00, 0xFC00 }; static const unsigned char shift_table[512] = { 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 13, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 24, 13 }; uint16 hbits = base_table[bits>>23] + static_cast((bits&0x7FFFFF)>>shift_table[bits>>23]); if(R == std::round_to_nearest) hbits += (((bits&0x7FFFFF)>>(shift_table[bits>>23]-1))|(((bits>>23)&0xFF)==102)) & ((hbits&0x7C00)!=0x7C00) #if HALF_ROUND_TIES_TO_EVEN & (((((static_cast(1)<<(shift_table[bits>>23]-1))-1)&bits)!=0)|hbits) #endif ; else if(R == std::round_toward_zero) hbits -= ((hbits&0x7FFF)==0x7C00) & ~shift_table[bits>>23]; else if(R == std::round_toward_infinity) hbits += ((((bits&0x7FFFFF&((static_cast(1)<<(shift_table[bits>>23]))-1))!=0)|(((bits>>23)<=102)& ((bits>>23)!=0)))&(hbits<0x7C00)) - ((hbits==0xFC00)&((bits>>23)!=511)); else if(R == std::round_toward_neg_infinity) hbits += ((((bits&0x7FFFFF&((static_cast(1)<<(shift_table[bits>>23]))-1))!=0)|(((bits>>23)<=358)& ((bits>>23)!=256)))&(hbits<0xFC00)&(hbits>>15)) - ((hbits==0x7C00)&((bits>>23)!=255)); return hbits; } /// Convert IEEE double-precision to half-precision. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \param value double-precision value /// \return binary representation of half-precision value template uint16 float2half_impl(double value, true_type) { typedef bits::type uint32; typedef bits::type uint64; uint64 bits;// = *reinterpret_cast(&value); //violating strict aliasing! std::memcpy(&bits, &value, sizeof(double)); uint32 hi = bits >> 32, lo = bits & 0xFFFFFFFF; uint16 hbits = (hi>>16) & 0x8000; hi &= 0x7FFFFFFF; int exp = hi >> 20; if(exp == 2047) return hbits | 0x7C00 | (0x3FF&-static_cast((bits&0xFFFFFFFFFFFFF)!=0)); if(exp > 1038) { if(R == std::round_toward_infinity) return hbits | 0x7C00 - (hbits>>15); if(R == std::round_toward_neg_infinity) return hbits | 0x7BFF + (hbits>>15); return hbits | 0x7BFF + (R!=std::round_toward_zero); } int g, s = lo != 0; if(exp > 1008) { g = (hi>>9) & 1; s |= (hi&0x1FF) != 0; hbits |= ((exp-1008)<<10) | ((hi>>10)&0x3FF); } else if(exp > 997) { int i = 1018 - exp; hi = (hi&0xFFFFF) | 0x100000; g = (hi>>i) & 1; s |= (hi&((1L<> (i+1); } else { g = 0; s |= hi != 0; } if(R == std::round_to_nearest) #if HALF_ROUND_TIES_TO_EVEN hbits += g & (s|hbits); #else hbits += g; #endif else if(R == std::round_toward_infinity) hbits += ~(hbits>>15) & (s|g); else if(R == std::round_toward_neg_infinity) hbits += (hbits>>15) & (g|s); return hbits; } /// Convert non-IEEE floating point to half-precision. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \tparam T source type (builtin floating point type) /// \param value floating point value /// \return binary representation of half-precision value template uint16 float2half_impl(T value, ...) { uint16 hbits = static_cast(builtin_signbit(value)) << 15; if(value == T()) return hbits; if(builtin_isnan(value)) return hbits | 0x7FFF; if(builtin_isinf(value)) return hbits | 0x7C00; int exp; std::frexp(value, &exp); if(exp > 16) { if(R == std::round_toward_infinity) return hbits | 0x7C00 - (hbits>>15); else if(R == std::round_toward_neg_infinity) return hbits | 0x7BFF + (hbits>>15); return hbits | 0x7BFF + (R!=std::round_toward_zero); } if(exp < -13) value = std::ldexp(value, 24); else { value = std::ldexp(value, 11-exp); hbits |= ((exp+13)<<10); } T ival, frac = std::modf(value, &ival); hbits += static_cast(std::abs(static_cast(ival))); if(R == std::round_to_nearest) { frac = std::abs(frac); #if HALF_ROUND_TIES_TO_EVEN hbits += (frac>T(0.5)) | ((frac==T(0.5))&hbits); #else hbits += frac >= T(0.5); #endif } else if(R == std::round_toward_infinity) hbits += frac > T(); else if(R == std::round_toward_neg_infinity) hbits += frac < T(); return hbits; } /// Convert floating point to half-precision. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \tparam T source type (builtin floating point type) /// \param value floating point value /// \return binary representation of half-precision value template uint16 float2half(T value) { return float2half_impl(value, bool_type::is_iec559&&sizeof(typename bits::type)==sizeof(T)>()); } /// Convert integer to half-precision floating point. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \tparam S `true` if value negative, `false` else /// \tparam T type to convert (builtin integer type) /// \param value non-negative integral value /// \return binary representation of half-precision value template uint16 int2half_impl(T value) { #if HALF_ENABLE_CPP11_STATIC_ASSERT && HALF_ENABLE_CPP11_TYPE_TRAITS static_assert(std::is_integral::value, "int to half conversion only supports builtin integer types"); #endif if(S) value = -value; uint16 bits = S << 15; if(value > 0xFFFF) { if(R == std::round_toward_infinity) bits |= 0x7C00 - S; else if(R == std::round_toward_neg_infinity) bits |= 0x7BFF + S; else bits |= 0x7BFF + (R!=std::round_toward_zero); } else if(value) { unsigned int m = value, exp = 24; for(; m<0x400; m<<=1,--exp) ; for(; m>0x7FF; m>>=1,++exp) ; bits |= (exp<<10) + m; if(exp > 24) { if(R == std::round_to_nearest) bits += (value>>(exp-25)) & 1 #if HALF_ROUND_TIES_TO_EVEN & (((((1<<(exp-25))-1)&value)!=0)|bits) #endif ; else if(R == std::round_toward_infinity) bits += ((value&((1<<(exp-24))-1))!=0) & !S; else if(R == std::round_toward_neg_infinity) bits += ((value&((1<<(exp-24))-1))!=0) & S; } } return bits; } /// Convert integer to half-precision floating point. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \tparam T type to convert (builtin integer type) /// \param value integral value /// \return binary representation of half-precision value template uint16 int2half(T value) { return (value<0) ? int2half_impl(value) : int2half_impl(value); } /// Convert half-precision to IEEE single-precision. /// Credit for this goes to [Jeroen van der Zijp](ftp://ftp.fox-toolkit.org/pub/fasthalffloatconversion.pdf). /// \param value binary representation of half-precision value /// \return single-precision value inline float half2float_impl(uint16 value, float, true_type) { typedef bits::type uint32; /* uint32 bits = static_cast(value&0x8000) << 16; int abs = value & 0x7FFF; if(abs) { bits |= 0x38000000 << static_cast(abs>=0x7C00); for(; abs<0x400; abs<<=1,bits-=0x800000) ; bits += static_cast(abs) << 13; } */ static const uint32 mantissa_table[2048] = { 0x00000000, 0x33800000, 0x34000000, 0x34400000, 0x34800000, 0x34A00000, 0x34C00000, 0x34E00000, 0x35000000, 0x35100000, 0x35200000, 0x35300000, 0x35400000, 0x35500000, 0x35600000, 0x35700000, 0x35800000, 0x35880000, 0x35900000, 0x35980000, 0x35A00000, 0x35A80000, 0x35B00000, 0x35B80000, 0x35C00000, 0x35C80000, 0x35D00000, 0x35D80000, 0x35E00000, 0x35E80000, 0x35F00000, 0x35F80000, 0x36000000, 0x36040000, 0x36080000, 0x360C0000, 0x36100000, 0x36140000, 0x36180000, 0x361C0000, 0x36200000, 0x36240000, 0x36280000, 0x362C0000, 0x36300000, 0x36340000, 0x36380000, 0x363C0000, 0x36400000, 0x36440000, 0x36480000, 0x364C0000, 0x36500000, 0x36540000, 0x36580000, 0x365C0000, 0x36600000, 0x36640000, 0x36680000, 0x366C0000, 0x36700000, 0x36740000, 0x36780000, 0x367C0000, 0x36800000, 0x36820000, 0x36840000, 0x36860000, 0x36880000, 0x368A0000, 0x368C0000, 0x368E0000, 0x36900000, 0x36920000, 0x36940000, 0x36960000, 0x36980000, 0x369A0000, 0x369C0000, 0x369E0000, 0x36A00000, 0x36A20000, 0x36A40000, 0x36A60000, 0x36A80000, 0x36AA0000, 0x36AC0000, 0x36AE0000, 0x36B00000, 0x36B20000, 0x36B40000, 0x36B60000, 0x36B80000, 0x36BA0000, 0x36BC0000, 0x36BE0000, 0x36C00000, 0x36C20000, 0x36C40000, 0x36C60000, 0x36C80000, 0x36CA0000, 0x36CC0000, 0x36CE0000, 0x36D00000, 0x36D20000, 0x36D40000, 0x36D60000, 0x36D80000, 0x36DA0000, 0x36DC0000, 0x36DE0000, 0x36E00000, 0x36E20000, 0x36E40000, 0x36E60000, 0x36E80000, 0x36EA0000, 0x36EC0000, 0x36EE0000, 0x36F00000, 0x36F20000, 0x36F40000, 0x36F60000, 0x36F80000, 0x36FA0000, 0x36FC0000, 0x36FE0000, 0x37000000, 0x37010000, 0x37020000, 0x37030000, 0x37040000, 0x37050000, 0x37060000, 0x37070000, 0x37080000, 0x37090000, 0x370A0000, 0x370B0000, 0x370C0000, 0x370D0000, 0x370E0000, 0x370F0000, 0x37100000, 0x37110000, 0x37120000, 0x37130000, 0x37140000, 0x37150000, 0x37160000, 0x37170000, 0x37180000, 0x37190000, 0x371A0000, 0x371B0000, 0x371C0000, 0x371D0000, 0x371E0000, 0x371F0000, 0x37200000, 0x37210000, 0x37220000, 0x37230000, 0x37240000, 0x37250000, 0x37260000, 0x37270000, 0x37280000, 0x37290000, 0x372A0000, 0x372B0000, 0x372C0000, 0x372D0000, 0x372E0000, 0x372F0000, 0x37300000, 0x37310000, 0x37320000, 0x37330000, 0x37340000, 0x37350000, 0x37360000, 0x37370000, 0x37380000, 0x37390000, 0x373A0000, 0x373B0000, 0x373C0000, 0x373D0000, 0x373E0000, 0x373F0000, 0x37400000, 0x37410000, 0x37420000, 0x37430000, 0x37440000, 0x37450000, 0x37460000, 0x37470000, 0x37480000, 0x37490000, 0x374A0000, 0x374B0000, 0x374C0000, 0x374D0000, 0x374E0000, 0x374F0000, 0x37500000, 0x37510000, 0x37520000, 0x37530000, 0x37540000, 0x37550000, 0x37560000, 0x37570000, 0x37580000, 0x37590000, 0x375A0000, 0x375B0000, 0x375C0000, 0x375D0000, 0x375E0000, 0x375F0000, 0x37600000, 0x37610000, 0x37620000, 0x37630000, 0x37640000, 0x37650000, 0x37660000, 0x37670000, 0x37680000, 0x37690000, 0x376A0000, 0x376B0000, 0x376C0000, 0x376D0000, 0x376E0000, 0x376F0000, 0x37700000, 0x37710000, 0x37720000, 0x37730000, 0x37740000, 0x37750000, 0x37760000, 0x37770000, 0x37780000, 0x37790000, 0x377A0000, 0x377B0000, 0x377C0000, 0x377D0000, 0x377E0000, 0x377F0000, 0x37800000, 0x37808000, 0x37810000, 0x37818000, 0x37820000, 0x37828000, 0x37830000, 0x37838000, 0x37840000, 0x37848000, 0x37850000, 0x37858000, 0x37860000, 0x37868000, 0x37870000, 0x37878000, 0x37880000, 0x37888000, 0x37890000, 0x37898000, 0x378A0000, 0x378A8000, 0x378B0000, 0x378B8000, 0x378C0000, 0x378C8000, 0x378D0000, 0x378D8000, 0x378E0000, 0x378E8000, 0x378F0000, 0x378F8000, 0x37900000, 0x37908000, 0x37910000, 0x37918000, 0x37920000, 0x37928000, 0x37930000, 0x37938000, 0x37940000, 0x37948000, 0x37950000, 0x37958000, 0x37960000, 0x37968000, 0x37970000, 0x37978000, 0x37980000, 0x37988000, 0x37990000, 0x37998000, 0x379A0000, 0x379A8000, 0x379B0000, 0x379B8000, 0x379C0000, 0x379C8000, 0x379D0000, 0x379D8000, 0x379E0000, 0x379E8000, 0x379F0000, 0x379F8000, 0x37A00000, 0x37A08000, 0x37A10000, 0x37A18000, 0x37A20000, 0x37A28000, 0x37A30000, 0x37A38000, 0x37A40000, 0x37A48000, 0x37A50000, 0x37A58000, 0x37A60000, 0x37A68000, 0x37A70000, 0x37A78000, 0x37A80000, 0x37A88000, 0x37A90000, 0x37A98000, 0x37AA0000, 0x37AA8000, 0x37AB0000, 0x37AB8000, 0x37AC0000, 0x37AC8000, 0x37AD0000, 0x37AD8000, 0x37AE0000, 0x37AE8000, 0x37AF0000, 0x37AF8000, 0x37B00000, 0x37B08000, 0x37B10000, 0x37B18000, 0x37B20000, 0x37B28000, 0x37B30000, 0x37B38000, 0x37B40000, 0x37B48000, 0x37B50000, 0x37B58000, 0x37B60000, 0x37B68000, 0x37B70000, 0x37B78000, 0x37B80000, 0x37B88000, 0x37B90000, 0x37B98000, 0x37BA0000, 0x37BA8000, 0x37BB0000, 0x37BB8000, 0x37BC0000, 0x37BC8000, 0x37BD0000, 0x37BD8000, 0x37BE0000, 0x37BE8000, 0x37BF0000, 0x37BF8000, 0x37C00000, 0x37C08000, 0x37C10000, 0x37C18000, 0x37C20000, 0x37C28000, 0x37C30000, 0x37C38000, 0x37C40000, 0x37C48000, 0x37C50000, 0x37C58000, 0x37C60000, 0x37C68000, 0x37C70000, 0x37C78000, 0x37C80000, 0x37C88000, 0x37C90000, 0x37C98000, 0x37CA0000, 0x37CA8000, 0x37CB0000, 0x37CB8000, 0x37CC0000, 0x37CC8000, 0x37CD0000, 0x37CD8000, 0x37CE0000, 0x37CE8000, 0x37CF0000, 0x37CF8000, 0x37D00000, 0x37D08000, 0x37D10000, 0x37D18000, 0x37D20000, 0x37D28000, 0x37D30000, 0x37D38000, 0x37D40000, 0x37D48000, 0x37D50000, 0x37D58000, 0x37D60000, 0x37D68000, 0x37D70000, 0x37D78000, 0x37D80000, 0x37D88000, 0x37D90000, 0x37D98000, 0x37DA0000, 0x37DA8000, 0x37DB0000, 0x37DB8000, 0x37DC0000, 0x37DC8000, 0x37DD0000, 0x37DD8000, 0x37DE0000, 0x37DE8000, 0x37DF0000, 0x37DF8000, 0x37E00000, 0x37E08000, 0x37E10000, 0x37E18000, 0x37E20000, 0x37E28000, 0x37E30000, 0x37E38000, 0x37E40000, 0x37E48000, 0x37E50000, 0x37E58000, 0x37E60000, 0x37E68000, 0x37E70000, 0x37E78000, 0x37E80000, 0x37E88000, 0x37E90000, 0x37E98000, 0x37EA0000, 0x37EA8000, 0x37EB0000, 0x37EB8000, 0x37EC0000, 0x37EC8000, 0x37ED0000, 0x37ED8000, 0x37EE0000, 0x37EE8000, 0x37EF0000, 0x37EF8000, 0x37F00000, 0x37F08000, 0x37F10000, 0x37F18000, 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0x38582000, 0x38584000, 0x38586000, 0x38588000, 0x3858A000, 0x3858C000, 0x3858E000, 0x38590000, 0x38592000, 0x38594000, 0x38596000, 0x38598000, 0x3859A000, 0x3859C000, 0x3859E000, 0x385A0000, 0x385A2000, 0x385A4000, 0x385A6000, 0x385A8000, 0x385AA000, 0x385AC000, 0x385AE000, 0x385B0000, 0x385B2000, 0x385B4000, 0x385B6000, 0x385B8000, 0x385BA000, 0x385BC000, 0x385BE000, 0x385C0000, 0x385C2000, 0x385C4000, 0x385C6000, 0x385C8000, 0x385CA000, 0x385CC000, 0x385CE000, 0x385D0000, 0x385D2000, 0x385D4000, 0x385D6000, 0x385D8000, 0x385DA000, 0x385DC000, 0x385DE000, 0x385E0000, 0x385E2000, 0x385E4000, 0x385E6000, 0x385E8000, 0x385EA000, 0x385EC000, 0x385EE000, 0x385F0000, 0x385F2000, 0x385F4000, 0x385F6000, 0x385F8000, 0x385FA000, 0x385FC000, 0x385FE000, 0x38600000, 0x38602000, 0x38604000, 0x38606000, 0x38608000, 0x3860A000, 0x3860C000, 0x3860E000, 0x38610000, 0x38612000, 0x38614000, 0x38616000, 0x38618000, 0x3861A000, 0x3861C000, 0x3861E000, 0x38620000, 0x38622000, 0x38624000, 0x38626000, 0x38628000, 0x3862A000, 0x3862C000, 0x3862E000, 0x38630000, 0x38632000, 0x38634000, 0x38636000, 0x38638000, 0x3863A000, 0x3863C000, 0x3863E000, 0x38640000, 0x38642000, 0x38644000, 0x38646000, 0x38648000, 0x3864A000, 0x3864C000, 0x3864E000, 0x38650000, 0x38652000, 0x38654000, 0x38656000, 0x38658000, 0x3865A000, 0x3865C000, 0x3865E000, 0x38660000, 0x38662000, 0x38664000, 0x38666000, 0x38668000, 0x3866A000, 0x3866C000, 0x3866E000, 0x38670000, 0x38672000, 0x38674000, 0x38676000, 0x38678000, 0x3867A000, 0x3867C000, 0x3867E000, 0x38680000, 0x38682000, 0x38684000, 0x38686000, 0x38688000, 0x3868A000, 0x3868C000, 0x3868E000, 0x38690000, 0x38692000, 0x38694000, 0x38696000, 0x38698000, 0x3869A000, 0x3869C000, 0x3869E000, 0x386A0000, 0x386A2000, 0x386A4000, 0x386A6000, 0x386A8000, 0x386AA000, 0x386AC000, 0x386AE000, 0x386B0000, 0x386B2000, 0x386B4000, 0x386B6000, 0x386B8000, 0x386BA000, 0x386BC000, 0x386BE000, 0x386C0000, 0x386C2000, 0x386C4000, 0x386C6000, 0x386C8000, 0x386CA000, 0x386CC000, 0x386CE000, 0x386D0000, 0x386D2000, 0x386D4000, 0x386D6000, 0x386D8000, 0x386DA000, 0x386DC000, 0x386DE000, 0x386E0000, 0x386E2000, 0x386E4000, 0x386E6000, 0x386E8000, 0x386EA000, 0x386EC000, 0x386EE000, 0x386F0000, 0x386F2000, 0x386F4000, 0x386F6000, 0x386F8000, 0x386FA000, 0x386FC000, 0x386FE000, 0x38700000, 0x38702000, 0x38704000, 0x38706000, 0x38708000, 0x3870A000, 0x3870C000, 0x3870E000, 0x38710000, 0x38712000, 0x38714000, 0x38716000, 0x38718000, 0x3871A000, 0x3871C000, 0x3871E000, 0x38720000, 0x38722000, 0x38724000, 0x38726000, 0x38728000, 0x3872A000, 0x3872C000, 0x3872E000, 0x38730000, 0x38732000, 0x38734000, 0x38736000, 0x38738000, 0x3873A000, 0x3873C000, 0x3873E000, 0x38740000, 0x38742000, 0x38744000, 0x38746000, 0x38748000, 0x3874A000, 0x3874C000, 0x3874E000, 0x38750000, 0x38752000, 0x38754000, 0x38756000, 0x38758000, 0x3875A000, 0x3875C000, 0x3875E000, 0x38760000, 0x38762000, 0x38764000, 0x38766000, 0x38768000, 0x3876A000, 0x3876C000, 0x3876E000, 0x38770000, 0x38772000, 0x38774000, 0x38776000, 0x38778000, 0x3877A000, 0x3877C000, 0x3877E000, 0x38780000, 0x38782000, 0x38784000, 0x38786000, 0x38788000, 0x3878A000, 0x3878C000, 0x3878E000, 0x38790000, 0x38792000, 0x38794000, 0x38796000, 0x38798000, 0x3879A000, 0x3879C000, 0x3879E000, 0x387A0000, 0x387A2000, 0x387A4000, 0x387A6000, 0x387A8000, 0x387AA000, 0x387AC000, 0x387AE000, 0x387B0000, 0x387B2000, 0x387B4000, 0x387B6000, 0x387B8000, 0x387BA000, 0x387BC000, 0x387BE000, 0x387C0000, 0x387C2000, 0x387C4000, 0x387C6000, 0x387C8000, 0x387CA000, 0x387CC000, 0x387CE000, 0x387D0000, 0x387D2000, 0x387D4000, 0x387D6000, 0x387D8000, 0x387DA000, 0x387DC000, 0x387DE000, 0x387E0000, 0x387E2000, 0x387E4000, 0x387E6000, 0x387E8000, 0x387EA000, 0x387EC000, 0x387EE000, 0x387F0000, 0x387F2000, 0x387F4000, 0x387F6000, 0x387F8000, 0x387FA000, 0x387FC000, 0x387FE000 }; static const uint32 exponent_table[64] = { 0x00000000, 0x00800000, 0x01000000, 0x01800000, 0x02000000, 0x02800000, 0x03000000, 0x03800000, 0x04000000, 0x04800000, 0x05000000, 0x05800000, 0x06000000, 0x06800000, 0x07000000, 0x07800000, 0x08000000, 0x08800000, 0x09000000, 0x09800000, 0x0A000000, 0x0A800000, 0x0B000000, 0x0B800000, 0x0C000000, 0x0C800000, 0x0D000000, 0x0D800000, 0x0E000000, 0x0E800000, 0x0F000000, 0x47800000, 0x80000000, 0x80800000, 0x81000000, 0x81800000, 0x82000000, 0x82800000, 0x83000000, 0x83800000, 0x84000000, 0x84800000, 0x85000000, 0x85800000, 0x86000000, 0x86800000, 0x87000000, 0x87800000, 0x88000000, 0x88800000, 0x89000000, 0x89800000, 0x8A000000, 0x8A800000, 0x8B000000, 0x8B800000, 0x8C000000, 0x8C800000, 0x8D000000, 0x8D800000, 0x8E000000, 0x8E800000, 0x8F000000, 0xC7800000 }; static const unsigned short offset_table[64] = { 0, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 0, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024 }; uint32 bits = mantissa_table[offset_table[value>>10]+(value&0x3FF)] + exponent_table[value>>10]; // return *reinterpret_cast(&bits); //violating strict aliasing! float out; std::memcpy(&out, &bits, sizeof(float)); return out; } /// Convert half-precision to IEEE double-precision. /// \param value binary representation of half-precision value /// \return double-precision value inline double half2float_impl(uint16 value, double, true_type) { typedef bits::type uint32; typedef bits::type uint64; uint32 hi = static_cast(value&0x8000) << 16; int abs = value & 0x7FFF; if(abs) { hi |= 0x3F000000 << static_cast(abs>=0x7C00); for(; abs<0x400; abs<<=1,hi-=0x100000) ; hi += static_cast(abs) << 10; } uint64 bits = static_cast(hi) << 32; // return *reinterpret_cast(&bits); //violating strict aliasing! double out; std::memcpy(&out, &bits, sizeof(double)); return out; } /// Convert half-precision to non-IEEE floating point. /// \tparam T type to convert to (builtin integer type) /// \param value binary representation of half-precision value /// \return floating point value template T half2float_impl(uint16 value, T, ...) { T out; int abs = value & 0x7FFF; if(abs > 0x7C00) out = std::numeric_limits::has_quiet_NaN ? std::numeric_limits::quiet_NaN() : T(); else if(abs == 0x7C00) out = std::numeric_limits::has_infinity ? std::numeric_limits::infinity() : std::numeric_limits::max(); else if(abs > 0x3FF) out = std::ldexp(static_cast((abs&0x3FF)|0x400), (abs>>10)-25); else out = std::ldexp(static_cast(abs), -24); return (value&0x8000) ? -out : out; } /// Convert half-precision to floating point. /// \tparam T type to convert to (builtin integer type) /// \param value binary representation of half-precision value /// \return floating point value template T half2float(uint16 value) { return half2float_impl(value, T(), bool_type::is_iec559&&sizeof(typename bits::type)==sizeof(T)>()); } /// Convert half-precision floating point to integer. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \tparam E `true` for round to even, `false` for round away from zero /// \tparam T type to convert to (buitlin integer type with at least 16 bits precision, excluding any implicit sign bits) /// \param value binary representation of half-precision value /// \return integral value template T half2int_impl(uint16 value) { #if HALF_ENABLE_CPP11_STATIC_ASSERT && HALF_ENABLE_CPP11_TYPE_TRAITS static_assert(std::is_integral::value, "half to int conversion only supports builtin integer types"); #endif unsigned int e = value & 0x7FFF; if(e >= 0x7C00) return (value&0x8000) ? std::numeric_limits::min() : std::numeric_limits::max(); if(e < 0x3800) { if(R == std::round_toward_infinity) return T(~(value>>15)&(e!=0)); else if(R == std::round_toward_neg_infinity) return -T(value>0x8000); return T(); } unsigned int m = (value&0x3FF) | 0x400; e >>= 10; if(e < 25) { if(R == std::round_to_nearest) m += (1<<(24-e)) - (~(m>>(25-e))&E); else if(R == std::round_toward_infinity) m += ((value>>15)-1) & ((1<<(25-e))-1U); else if(R == std::round_toward_neg_infinity) m += -(value>>15) & ((1<<(25-e))-1U); m >>= 25 - e; } else m <<= e - 25; return (value&0x8000) ? -static_cast(m) : static_cast(m); } /// Convert half-precision floating point to integer. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \tparam T type to convert to (buitlin integer type with at least 16 bits precision, excluding any implicit sign bits) /// \param value binary representation of half-precision value /// \return integral value template T half2int(uint16 value) { return half2int_impl(value); } /// Convert half-precision floating point to integer using round-to-nearest-away-from-zero. /// \tparam T type to convert to (buitlin integer type with at least 16 bits precision, excluding any implicit sign bits) /// \param value binary representation of half-precision value /// \return integral value template T half2int_up(uint16 value) { return half2int_impl(value); } /// Round half-precision number to nearest integer value. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \tparam E `true` for round to even, `false` for round away from zero /// \param value binary representation of half-precision value /// \return half-precision bits for nearest integral value template uint16 round_half_impl(uint16 value) { unsigned int e = value & 0x7FFF; uint16 result = value; if(e < 0x3C00) { result &= 0x8000; if(R == std::round_to_nearest) result |= 0x3C00U & -(e>=(0x3800+E)); else if(R == std::round_toward_infinity) result |= 0x3C00U & -(~(value>>15)&(e!=0)); else if(R == std::round_toward_neg_infinity) result |= 0x3C00U & -(value>0x8000); } else if(e < 0x6400) { e = 25 - (e>>10); unsigned int mask = (1<>e)&E); else if(R == std::round_toward_infinity) result += mask & ((value>>15)-1); else if(R == std::round_toward_neg_infinity) result += mask & -(value>>15); result &= ~mask; } return result; } /// Round half-precision number to nearest integer value. /// \tparam R rounding mode to use, `std::round_indeterminate` for fastest rounding /// \param value binary representation of half-precision value /// \return half-precision bits for nearest integral value template uint16 round_half(uint16 value) { return round_half_impl(value); } /// Round half-precision number to nearest integer value using round-to-nearest-away-from-zero. /// \param value binary representation of half-precision value /// \return half-precision bits for nearest integral value inline uint16 round_half_up(uint16 value) { return round_half_impl(value); } /// \} struct functions; template struct unary_specialized; template struct binary_specialized; template struct half_caster; } /// Half-precision floating point type. /// This class implements an IEEE-conformant half-precision floating point type with the usual arithmetic operators and /// conversions. It is implicitly convertible to single-precision floating point, which makes artihmetic expressions and /// functions with mixed-type operands to be of the most precise operand type. Additionally all arithmetic operations /// (and many mathematical functions) are carried out in single-precision internally. All conversions from single- to /// half-precision are done using the library's default rounding mode, but temporary results inside chained arithmetic /// expressions are kept in single-precision as long as possible (while of course still maintaining a strong half-precision type). /// /// According to the C++98/03 definition, the half type is not a POD type. But according to C++11's less strict and /// extended definitions it is both a standard layout type and a trivially copyable type (even if not a POD type), which /// means it can be standard-conformantly copied using raw binary copies. But in this context some more words about the /// actual size of the type. Although the half is representing an IEEE 16-bit type, it does not neccessarily have to be of /// exactly 16-bits size. But on any reasonable implementation the actual binary representation of this type will most /// probably not ivolve any additional "magic" or padding beyond the simple binary representation of the underlying 16-bit /// IEEE number, even if not strictly guaranteed by the standard. But even then it only has an actual size of 16 bits if /// your C++ implementation supports an unsigned integer type of exactly 16 bits width. But this should be the case on /// nearly any reasonable platform. /// /// So if your C++ implementation is not totally exotic or imposes special alignment requirements, it is a reasonable /// assumption that the data of a half is just comprised of the 2 bytes of the underlying IEEE representation. class half { friend struct detail::functions; friend struct detail::unary_specialized; friend struct detail::binary_specialized; template friend struct detail::half_caster; friend class std::numeric_limits; #if HALF_ENABLE_CPP11_HASH friend struct std::hash; #endif #if HALF_ENABLE_CPP11_USER_LITERALS friend half literal::operator""_h(long double); #endif public: /// Default constructor. /// This initializes the half to 0. Although this does not match the builtin types' default-initialization semantics /// and may be less efficient than no initialization, it is needed to provide proper value-initialization semantics. HALF_CONSTEXPR half() HALF_NOEXCEPT : data_() {} /// Copy constructor. /// \tparam T type of concrete half expression /// \param rhs half expression to copy from half(detail::expr rhs) : data_(detail::float2half(static_cast(rhs))) {} /// Conversion constructor. /// \param rhs float to convert explicit half(float rhs) : data_(detail::float2half(rhs)) {} /// Conversion to single-precision. /// \return single precision value representing expression value operator float() const { return detail::half2float(data_); } /// Assignment operator. /// \tparam T type of concrete half expression /// \param rhs half expression to copy from /// \return reference to this half half& operator=(detail::expr rhs) { return *this = static_cast(rhs); } /// Arithmetic assignment. /// \tparam T type of concrete half expression /// \param rhs half expression to add /// \return reference to this half template typename detail::enable::type operator+=(T rhs) { return *this += static_cast(rhs); } /// Arithmetic assignment. /// \tparam T type of concrete half expression /// \param rhs half expression to subtract /// \return reference to this half template typename detail::enable::type operator-=(T rhs) { return *this -= static_cast(rhs); } /// Arithmetic assignment. /// \tparam T type of concrete half expression /// \param rhs half expression to multiply with /// \return reference to this half template typename detail::enable::type operator*=(T rhs) { return *this *= static_cast(rhs); } /// Arithmetic assignment. /// \tparam T type of concrete half expression /// \param rhs half expression to divide by /// \return reference to this half template typename detail::enable::type operator/=(T rhs) { return *this /= static_cast(rhs); } /// Assignment operator. /// \param rhs single-precision value to copy from /// \return reference to this half half& operator=(float rhs) { data_ = detail::float2half(rhs); return *this; } /// Arithmetic assignment. /// \param rhs single-precision value to add /// \return reference to this half half& operator+=(float rhs) { data_ = detail::float2half(detail::half2float(data_)+rhs); return *this; } /// Arithmetic assignment. /// \param rhs single-precision value to subtract /// \return reference to this half half& operator-=(float rhs) { data_ = detail::float2half(detail::half2float(data_)-rhs); return *this; } /// Arithmetic assignment. /// \param rhs single-precision value to multiply with /// \return reference to this half half& operator*=(float rhs) { data_ = detail::float2half(detail::half2float(data_)*rhs); return *this; } /// Arithmetic assignment. /// \param rhs single-precision value to divide by /// \return reference to this half half& operator/=(float rhs) { data_ = detail::float2half(detail::half2float(data_)/rhs); return *this; } /// Prefix increment. /// \return incremented half value half& operator++() { return *this += 1.0f; } /// Prefix decrement. /// \return decremented half value half& operator--() { return *this -= 1.0f; } /// Postfix increment. /// \return non-incremented half value half operator++(int) { half out(*this); ++*this; return out; } /// Postfix decrement. /// \return non-decremented half value half operator--(int) { half out(*this); --*this; return out; } private: /// Rounding mode to use static const std::float_round_style round_style = (std::float_round_style)(HALF_ROUND_STYLE); /// Constructor. /// \param bits binary representation to set half to HALF_CONSTEXPR half(detail::binary_t, detail::uint16 bits) HALF_NOEXCEPT : data_(bits) {} /// Internal binary representation detail::uint16 data_; }; #if HALF_ENABLE_CPP11_USER_LITERALS namespace literal { /// Half literal. /// While this returns an actual half-precision value, half literals can unfortunately not be constant expressions due /// to rather involved conversions. /// \param value literal value /// \return half with given value (if representable) inline half operator""_h(long double value) { return half(detail::binary, detail::float2half(value)); } } #endif namespace detail { /// Wrapper implementing unspecialized half-precision functions. struct functions { /// Addition implementation. /// \param x first operand /// \param y second operand /// \return Half-precision sum stored in single-precision static expr plus(float x, float y) { return expr(x+y); } /// Subtraction implementation. /// \param x first operand /// \param y second operand /// \return Half-precision difference stored in single-precision static expr minus(float x, float y) { return expr(x-y); } /// Multiplication implementation. /// \param x first operand /// \param y second operand /// \return Half-precision product stored in single-precision static expr multiplies(float x, float y) { return expr(x*y); } /// Division implementation. /// \param x first operand /// \param y second operand /// \return Half-precision quotient stored in single-precision static expr divides(float x, float y) { return expr(x/y); } /// Output implementation. /// \param out stream to write to /// \param arg value to write /// \return reference to stream template static std::basic_ostream& write(std::basic_ostream &out, float arg) { return out << arg; } /// Input implementation. /// \param in stream to read from /// \param arg half to read into /// \return reference to stream template static std::basic_istream& read(std::basic_istream &in, half &arg) { float f; if(in >> f) arg = f; return in; } /// Modulo implementation. /// \param x first operand /// \param y second operand /// \return Half-precision division remainder stored in single-precision static expr fmod(float x, float y) { return expr(std::fmod(x, y)); } /// Remainder implementation. /// \param x first operand /// \param y second operand /// \return Half-precision division remainder stored in single-precision static expr remainder(float x, float y) { #if HALF_ENABLE_CPP11_CMATH return expr(std::remainder(x, y)); #else if(builtin_isnan(x) || builtin_isnan(y)) return expr(std::numeric_limits::quiet_NaN()); float ax = std::fabs(x), ay = std::fabs(y); if(ax >= 65536.0f || ay < std::ldexp(1.0f, -24)) return expr(std::numeric_limits::quiet_NaN()); if(ay >= 65536.0f) return expr(x); if(ax == ay) return expr(builtin_signbit(x) ? -0.0f : 0.0f); ax = std::fmod(ax, ay+ay); float y2 = 0.5f * ay; if(ax > y2) { ax -= ay; if(ax >= y2) ax -= ay; } return expr(builtin_signbit(x) ? -ax : ax); #endif } /// Remainder implementation. /// \param x first operand /// \param y second operand /// \param quo address to store quotient bits at /// \return Half-precision division remainder stored in single-precision static expr remquo(float x, float y, int *quo) { #if HALF_ENABLE_CPP11_CMATH return expr(std::remquo(x, y, quo)); #else if(builtin_isnan(x) || builtin_isnan(y)) return expr(std::numeric_limits::quiet_NaN()); bool sign = builtin_signbit(x), qsign = static_cast(sign^builtin_signbit(y)); float ax = std::fabs(x), ay = std::fabs(y); if(ax >= 65536.0f || ay < std::ldexp(1.0f, -24)) return expr(std::numeric_limits::quiet_NaN()); if(ay >= 65536.0f) return expr(x); if(ax == ay) return *quo = qsign ? -1 : 1, expr(sign ? -0.0f : 0.0f); ax = std::fmod(ax, 8.0f*ay); int cquo = 0; if(ax >= 4.0f * ay) { ax -= 4.0f * ay; cquo += 4; } if(ax >= 2.0f * ay) { ax -= 2.0f * ay; cquo += 2; } float y2 = 0.5f * ay; if(ax > y2) { ax -= ay; ++cquo; if(ax >= y2) { ax -= ay; ++cquo; } } return *quo = qsign ? -cquo : cquo, expr(sign ? -ax : ax); #endif } /// Positive difference implementation. /// \param x first operand /// \param y second operand /// \return Positive difference stored in single-precision static expr fdim(float x, float y) { #if HALF_ENABLE_CPP11_CMATH return expr(std::fdim(x, y)); #else return expr((x<=y) ? 0.0f : (x-y)); #endif } /// Fused multiply-add implementation. /// \param x first operand /// \param y second operand /// \param z third operand /// \return \a x * \a y + \a z stored in single-precision static expr fma(float x, float y, float z) { #if HALF_ENABLE_CPP11_CMATH && defined(FP_FAST_FMAF) return expr(std::fma(x, y, z)); #else return expr(x*y+z); #endif } /// Get NaN. /// \return Half-precision quiet NaN static half nanh() { return half(binary, 0x7FFF); } /// Exponential implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr exp(float arg) { return expr(std::exp(arg)); } /// Exponential implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr expm1(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::expm1(arg)); #else return expr(static_cast(std::exp(static_cast(arg))-1.0)); #endif } /// Binary exponential implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr exp2(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::exp2(arg)); #else return expr(static_cast(std::exp(arg*0.69314718055994530941723212145818))); #endif } /// Logarithm implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr log(float arg) { return expr(std::log(arg)); } /// Common logarithm implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr log10(float arg) { return expr(std::log10(arg)); } /// Logarithm implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr log1p(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::log1p(arg)); #else return expr(static_cast(std::log(1.0+arg))); #endif } /// Binary logarithm implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr log2(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::log2(arg)); #else return expr(static_cast(std::log(static_cast(arg))*1.4426950408889634073599246810019)); #endif } /// Square root implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr sqrt(float arg) { return expr(std::sqrt(arg)); } /// Cubic root implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr cbrt(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::cbrt(arg)); #else if(builtin_isnan(arg) || builtin_isinf(arg)) return expr(arg); return expr(builtin_signbit(arg) ? -static_cast(std::pow(-static_cast(arg), 1.0/3.0)) : static_cast(std::pow(static_cast(arg), 1.0/3.0))); #endif } /// Hypotenuse implementation. /// \param x first argument /// \param y second argument /// \return function value stored in single-preicision static expr hypot(float x, float y) { #if HALF_ENABLE_CPP11_CMATH return expr(std::hypot(x, y)); #else return expr((builtin_isinf(x) || builtin_isinf(y)) ? std::numeric_limits::infinity() : static_cast(std::sqrt(static_cast(x)*x+static_cast(y)*y))); #endif } /// Power implementation. /// \param base value to exponentiate /// \param exp power to expontiate to /// \return function value stored in single-preicision static expr pow(float base, float exp) { return expr(std::pow(base, exp)); } /// Sine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr sin(float arg) { return expr(std::sin(arg)); } /// Cosine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr cos(float arg) { return expr(std::cos(arg)); } /// Tan implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr tan(float arg) { return expr(std::tan(arg)); } /// Arc sine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr asin(float arg) { return expr(std::asin(arg)); } /// Arc cosine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr acos(float arg) { return expr(std::acos(arg)); } /// Arc tangent implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr atan(float arg) { return expr(std::atan(arg)); } /// Arc tangent implementation. /// \param x first argument /// \param y second argument /// \return function value stored in single-preicision static expr atan2(float x, float y) { return expr(std::atan2(x, y)); } /// Hyperbolic sine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr sinh(float arg) { return expr(std::sinh(arg)); } /// Hyperbolic cosine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr cosh(float arg) { return expr(std::cosh(arg)); } /// Hyperbolic tangent implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr tanh(float arg) { return expr(std::tanh(arg)); } /// Hyperbolic area sine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr asinh(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::asinh(arg)); #else return expr((arg==-std::numeric_limits::infinity()) ? arg : static_cast(std::log(arg+std::sqrt(arg*arg+1.0)))); #endif } /// Hyperbolic area cosine implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr acosh(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::acosh(arg)); #else return expr((arg<-1.0f) ? std::numeric_limits::quiet_NaN() : static_cast(std::log(arg+std::sqrt(arg*arg-1.0)))); #endif } /// Hyperbolic area tangent implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr atanh(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::atanh(arg)); #else return expr(static_cast(0.5*std::log((1.0+arg)/(1.0-arg)))); #endif } /// Error function implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr erf(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::erf(arg)); #else return expr(static_cast(erf(static_cast(arg)))); #endif } /// Complementary implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr erfc(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::erfc(arg)); #else return expr(static_cast(1.0-erf(static_cast(arg)))); #endif } /// Gamma logarithm implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr lgamma(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::lgamma(arg)); #else if(builtin_isinf(arg)) return expr(std::numeric_limits::infinity()); if(arg < 0.0f) { float i, f = std::modf(-arg, &i); if(f == 0.0f) return expr(std::numeric_limits::infinity()); return expr(static_cast(1.1447298858494001741434273513531- std::log(std::abs(std::sin(3.1415926535897932384626433832795*f)))-lgamma(1.0-arg))); } return expr(static_cast(lgamma(static_cast(arg)))); #endif } /// Gamma implementation. /// \param arg function argument /// \return function value stored in single-preicision static expr tgamma(float arg) { #if HALF_ENABLE_CPP11_CMATH return expr(std::tgamma(arg)); #else if(arg == 0.0f) return builtin_signbit(arg) ? expr(-std::numeric_limits::infinity()) : expr(std::numeric_limits::infinity()); if(arg < 0.0f) { float i, f = std::modf(-arg, &i); if(f == 0.0f) return expr(std::numeric_limits::quiet_NaN()); double value = 3.1415926535897932384626433832795 / (std::sin(3.1415926535897932384626433832795*f)*std::exp(lgamma(1.0-arg))); return expr(static_cast((std::fmod(i, 2.0f)==0.0f) ? -value : value)); } if(builtin_isinf(arg)) return expr(arg); return expr(static_cast(std::exp(lgamma(static_cast(arg))))); #endif } /// Floor implementation. /// \param arg value to round /// \return rounded value static half floor(half arg) { return half(binary, round_half(arg.data_)); } /// Ceiling implementation. /// \param arg value to round /// \return rounded value static half ceil(half arg) { return half(binary, round_half(arg.data_)); } /// Truncation implementation. /// \param arg value to round /// \return rounded value static half trunc(half arg) { return half(binary, round_half(arg.data_)); } /// Nearest integer implementation. /// \param arg value to round /// \return rounded value static half round(half arg) { return half(binary, round_half_up(arg.data_)); } /// Nearest integer implementation. /// \param arg value to round /// \return rounded value static long lround(half arg) { return detail::half2int_up(arg.data_); } /// Nearest integer implementation. /// \param arg value to round /// \return rounded value static half rint(half arg) { return half(binary, round_half(arg.data_)); } /// Nearest integer implementation. /// \param arg value to round /// \return rounded value static long lrint(half arg) { return detail::half2int(arg.data_); } #if HALF_ENABLE_CPP11_LONG_LONG /// Nearest integer implementation. /// \param arg value to round /// \return rounded value static long long llround(half arg) { return detail::half2int_up(arg.data_); } /// Nearest integer implementation. /// \param arg value to round /// \return rounded value static long long llrint(half arg) { return detail::half2int(arg.data_); } #endif /// Decompression implementation. /// \param arg number to decompress /// \param exp address to store exponent at /// \return normalized significant static half frexp(half arg, int *exp) { int m = arg.data_ & 0x7FFF, e = -14; if(m >= 0x7C00 || !m) return *exp = 0, arg; for(; m<0x400; m<<=1,--e) ; return *exp = e+(m>>10), half(binary, (arg.data_&0x8000)|0x3800|(m&0x3FF)); } /// Decompression implementation. /// \param arg number to decompress /// \param iptr address to store integer part at /// \return fractional part static half modf(half arg, half *iptr) { unsigned int e = arg.data_ & 0x7FFF; if(e >= 0x6400) return *iptr = arg, half(binary, arg.data_&(0x8000U|-(e>0x7C00))); if(e < 0x3C00) return iptr->data_ = arg.data_ & 0x8000, arg; e >>= 10; unsigned int mask = (1<<(25-e)) - 1, m = arg.data_ & mask; iptr->data_ = arg.data_ & ~mask; if(!m) return half(binary, arg.data_&0x8000); for(; m<0x400; m<<=1,--e) ; return half(binary, static_cast((arg.data_&0x8000)|(e<<10)|(m&0x3FF))); } /// Scaling implementation. /// \param arg number to scale /// \param exp power of two to scale by /// \return scaled number static half scalbln(half arg, long exp) { unsigned int m = arg.data_ & 0x7FFF; if(m >= 0x7C00 || !m) return arg; for(; m<0x400; m<<=1,--exp) ; exp += m >> 10; uint16 value = arg.data_ & 0x8000; if(exp > 30) { if(half::round_style == std::round_toward_zero) value |= 0x7BFF; else if(half::round_style == std::round_toward_infinity) value |= 0x7C00 - (value>>15); else if(half::round_style == std::round_toward_neg_infinity) value |= 0x7BFF + (value>>15); else value |= 0x7C00; } else if(exp > 0) value |= (exp<<10) | (m&0x3FF); else if(exp > -11) { m = (m&0x3FF) | 0x400; if(half::round_style == std::round_to_nearest) { m += 1 << -exp; #if HALF_ROUND_TIES_TO_EVEN m -= (m>>(1-exp)) & 1; #endif } else if(half::round_style == std::round_toward_infinity) m += ((value>>15)-1) & ((1<<(1-exp))-1U); else if(half::round_style == std::round_toward_neg_infinity) m += -(value>>15) & ((1<<(1-exp))-1U); value |= m >> (1-exp); } else if(half::round_style == std::round_toward_infinity) value -= (value>>15) - 1; else if(half::round_style == std::round_toward_neg_infinity) value += value >> 15; return half(binary, value); } /// Exponent implementation. /// \param arg number to query /// \return floating point exponent static int ilogb(half arg) { int abs = arg.data_ & 0x7FFF; if(!abs) return FP_ILOGB0; if(abs < 0x7C00) { int exp = (abs>>10) - 15; if(abs < 0x400) for(; abs<0x200; abs<<=1,--exp) ; return exp; } if(abs > 0x7C00) return FP_ILOGBNAN; return INT_MAX; } /// Exponent implementation. /// \param arg number to query /// \return floating point exponent static half logb(half arg) { int abs = arg.data_ & 0x7FFF; if(!abs) return half(binary, 0xFC00); if(abs < 0x7C00) { int exp = (abs>>10) - 15; if(abs < 0x400) for(; abs<0x200; abs<<=1,--exp) ; uint16 bits = (exp<0) << 15; if(exp) { unsigned int m = std::abs(exp) << 6, e = 18; for(; m<0x400; m<<=1,--e) ; bits |= (e<<10) + m; } return half(binary, bits); } if(abs > 0x7C00) return arg; return half(binary, 0x7C00); } /// Enumeration implementation. /// \param from number to increase/decrease /// \param to direction to enumerate into /// \return next representable number static half nextafter(half from, half to) { uint16 fabs = from.data_ & 0x7FFF, tabs = to.data_ & 0x7FFF; if(fabs > 0x7C00) return from; if(tabs > 0x7C00 || from.data_ == to.data_ || !(fabs|tabs)) return to; if(!fabs) return half(binary, (to.data_&0x8000)+1); bool lt = ((fabs==from.data_) ? static_cast(fabs) : -static_cast(fabs)) < ((tabs==to.data_) ? static_cast(tabs) : -static_cast(tabs)); return half(binary, from.data_+(((from.data_>>15)^static_cast(lt))<<1)-1); } /// Enumeration implementation. /// \param from number to increase/decrease /// \param to direction to enumerate into /// \return next representable number static half nexttoward(half from, long double to) { if(isnan(from)) return from; long double lfrom = static_cast(from); if(builtin_isnan(to) || lfrom == to) return half(static_cast(to)); if(!(from.data_&0x7FFF)) return half(binary, (static_cast(builtin_signbit(to))<<15)+1); return half(binary, from.data_+(((from.data_>>15)^static_cast(lfrom0x3FF) ? ((abs>=0x7C00) ? ((abs>0x7C00) ? FP_NAN : FP_INFINITE) : FP_NORMAL) :FP_SUBNORMAL) : FP_ZERO; } /// Classification implementation. /// \param arg value to classify /// \retval true if finite number /// \retval false else static bool isfinite(half arg) { return (arg.data_&0x7C00) != 0x7C00; } /// Classification implementation. /// \param arg value to classify /// \retval true if infinite number /// \retval false else static bool isinf(half arg) { return (arg.data_&0x7FFF) == 0x7C00; } /// Classification implementation. /// \param arg value to classify /// \retval true if not a number /// \retval false else static bool isnan(half arg) { return (arg.data_&0x7FFF) > 0x7C00; } /// Classification implementation. /// \param arg value to classify /// \retval true if normal number /// \retval false else static bool isnormal(half arg) { return ((arg.data_&0x7C00)!=0) & ((arg.data_&0x7C00)!=0x7C00); } /// Sign bit implementation. /// \param arg value to check /// \retval true if signed /// \retval false if unsigned static bool signbit(half arg) { return (arg.data_&0x8000) != 0; } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if operands equal /// \retval false else static bool isequal(half x, half y) { return (x.data_==y.data_ || !((x.data_|y.data_)&0x7FFF)) && !isnan(x); } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if operands not equal /// \retval false else static bool isnotequal(half x, half y) { return (x.data_!=y.data_ && ((x.data_|y.data_)&0x7FFF)) || isnan(x); } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if \a x > \a y /// \retval false else static bool isgreater(half x, half y) { int xabs = x.data_ & 0x7FFF, yabs = y.data_ & 0x7FFF; return xabs<=0x7C00 && yabs<=0x7C00 && (((xabs==x.data_) ? xabs : -xabs) > ((yabs==y.data_) ? yabs : -yabs)); } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if \a x >= \a y /// \retval false else static bool isgreaterequal(half x, half y) { int xabs = x.data_ & 0x7FFF, yabs = y.data_ & 0x7FFF; return xabs<=0x7C00 && yabs<=0x7C00 && (((xabs==x.data_) ? xabs : -xabs) >= ((yabs==y.data_) ? yabs : -yabs)); } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if \a x < \a y /// \retval false else static bool isless(half x, half y) { int xabs = x.data_ & 0x7FFF, yabs = y.data_ & 0x7FFF; return xabs<=0x7C00 && yabs<=0x7C00 && (((xabs==x.data_) ? xabs : -xabs) < ((yabs==y.data_) ? yabs : -yabs)); } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if \a x <= \a y /// \retval false else static bool islessequal(half x, half y) { int xabs = x.data_ & 0x7FFF, yabs = y.data_ & 0x7FFF; return xabs<=0x7C00 && yabs<=0x7C00 && (((xabs==x.data_) ? xabs : -xabs) <= ((yabs==y.data_) ? yabs : -yabs)); } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if either \a x > \a y nor \a x < \a y /// \retval false else static bool islessgreater(half x, half y) { int xabs = x.data_ & 0x7FFF, yabs = y.data_ & 0x7FFF; if(xabs > 0x7C00 || yabs > 0x7C00) return false; int a = (xabs==x.data_) ? xabs : -xabs, b = (yabs==y.data_) ? yabs : -yabs; return a < b || a > b; } /// Comparison implementation. /// \param x first operand /// \param y second operand /// \retval true if operand unordered /// \retval false else static bool isunordered(half x, half y) { return isnan(x) || isnan(y); } private: static double erf(double arg) { if(builtin_isinf(arg)) return (arg<0.0) ? -1.0 : 1.0; double x2 = arg * arg, ax2 = 0.147 * x2, value = std::sqrt(1.0-std::exp(-x2*(1.2732395447351626861510701069801+ax2)/(1.0+ax2))); return builtin_signbit(arg) ? -value : value; } static double lgamma(double arg) { double v = 1.0; for(; arg<8.0; ++arg) v *= arg; double w = 1.0 / (arg*arg); return (((((((-0.02955065359477124183006535947712*w+0.00641025641025641025641025641026)*w+ -0.00191752691752691752691752691753)*w+8.4175084175084175084175084175084e-4)*w+ -5.952380952380952380952380952381e-4)*w+7.9365079365079365079365079365079e-4)*w+ -0.00277777777777777777777777777778)*w+0.08333333333333333333333333333333)/arg + 0.91893853320467274178032973640562 - std::log(v) - arg + (arg-0.5) * std::log(arg); } }; /// Wrapper for unary half-precision functions needing specialization for individual argument types. /// \tparam T argument type template struct unary_specialized { /// Negation implementation. /// \param arg value to negate /// \return negated value static HALF_CONSTEXPR half negate(half arg) { return half(binary, arg.data_^0x8000); } /// Absolute value implementation. /// \param arg function argument /// \return absolute value static half fabs(half arg) { return half(binary, arg.data_&0x7FFF); } }; template<> struct unary_specialized { static HALF_CONSTEXPR expr negate(float arg) { return expr(-arg); } static expr fabs(float arg) { return expr(std::fabs(arg)); } }; /// Wrapper for binary half-precision functions needing specialization for individual argument types. /// \tparam T first argument type /// \tparam U first argument type template struct binary_specialized { /// Minimum implementation. /// \param x first operand /// \param y second operand /// \return minimum value static expr fmin(float x, float y) { #if HALF_ENABLE_CPP11_CMATH return expr(std::fmin(x, y)); #else if(builtin_isnan(x)) return expr(y); if(builtin_isnan(y)) return expr(x); return expr(std::min(x, y)); #endif } /// Maximum implementation. /// \param x first operand /// \param y second operand /// \return maximum value static expr fmax(float x, float y) { #if HALF_ENABLE_CPP11_CMATH return expr(std::fmax(x, y)); #else if(builtin_isnan(x)) return expr(y); if(builtin_isnan(y)) return expr(x); return expr(std::max(x, y)); #endif } }; template<> struct binary_specialized { static half fmin(half x, half y) { int xabs = x.data_ & 0x7FFF, yabs = y.data_ & 0x7FFF; if(xabs > 0x7C00) return y; if(yabs > 0x7C00) return x; return (((xabs==x.data_) ? xabs : -xabs) > ((yabs==y.data_) ? yabs : -yabs)) ? y : x; } static half fmax(half x, half y) { int xabs = x.data_ & 0x7FFF, yabs = y.data_ & 0x7FFF; if(xabs > 0x7C00) return y; if(yabs > 0x7C00) return x; return (((xabs==x.data_) ? xabs : -xabs) < ((yabs==y.data_) ? yabs : -yabs)) ? y : x; } }; /// Helper class for half casts. /// This class template has to be specialized for all valid cast argument to define an appropriate static `cast` member /// function and a corresponding `type` member denoting its return type. /// \tparam T destination type /// \tparam U source type /// \tparam R rounding mode to use template struct half_caster {}; template struct half_caster { #if HALF_ENABLE_CPP11_STATIC_ASSERT && HALF_ENABLE_CPP11_TYPE_TRAITS static_assert(std::is_arithmetic::value, "half_cast from non-arithmetic type unsupported"); #endif static half cast(U arg) { return cast_impl(arg, is_float()); }; private: static half cast_impl(U arg, true_type) { return half(binary, float2half(arg)); } static half cast_impl(U arg, false_type) { return half(binary, int2half(arg)); } }; template struct half_caster { #if HALF_ENABLE_CPP11_STATIC_ASSERT && HALF_ENABLE_CPP11_TYPE_TRAITS static_assert(std::is_arithmetic::value, "half_cast to non-arithmetic type unsupported"); #endif static T cast(half arg) { return cast_impl(arg, is_float()); } private: static T cast_impl(half arg, true_type) { return half2float(arg.data_); } static T cast_impl(half arg, false_type) { return half2int(arg.data_); } }; template struct half_caster { #if HALF_ENABLE_CPP11_STATIC_ASSERT && HALF_ENABLE_CPP11_TYPE_TRAITS static_assert(std::is_arithmetic::value, "half_cast to non-arithmetic type unsupported"); #endif static T cast(expr arg) { return cast_impl(arg, is_float()); } private: static T cast_impl(float arg, true_type) { return static_cast(arg); } static T cast_impl(half arg, false_type) { return half2int(arg.data_); } }; template struct half_caster { static half cast(half arg) { return arg; } }; template struct half_caster : half_caster {}; /// \name Comparison operators /// \{ /// Comparison for equality. /// \param x first operand /// \param y second operand /// \retval true if operands equal /// \retval false else template typename enable::type operator==(T x, U y) { return functions::isequal(x, y); } /// Comparison for inequality. /// \param x first operand /// \param y second operand /// \retval true if operands not equal /// \retval false else template typename enable::type operator!=(T x, U y) { return functions::isnotequal(x, y); } /// Comparison for less than. /// \param x first operand /// \param y second operand /// \retval true if \a x less than \a y /// \retval false else template typename enable::type operator<(T x, U y) { return functions::isless(x, y); } /// Comparison for greater than. /// \param x first operand /// \param y second operand /// \retval true if \a x greater than \a y /// \retval false else template typename enable::type operator>(T x, U y) { return functions::isgreater(x, y); } /// Comparison for less equal. /// \param x first operand /// \param y second operand /// \retval true if \a x less equal \a y /// \retval false else template typename enable::type operator<=(T x, U y) { return functions::islessequal(x, y); } /// Comparison for greater equal. /// \param x first operand /// \param y second operand /// \retval true if \a x greater equal \a y /// \retval false else template typename enable::type operator>=(T x, U y) { return functions::isgreaterequal(x, y); } /// \} /// \name Arithmetic operators /// \{ /// Add halfs. /// \param x left operand /// \param y right operand /// \return sum of half expressions template typename enable::type operator+(T x, U y) { return functions::plus(x, y); } /// Subtract halfs. /// \param x left operand /// \param y right operand /// \return difference of half expressions template typename enable::type operator-(T x, U y) { return functions::minus(x, y); } /// Multiply halfs. /// \param x left operand /// \param y right operand /// \return product of half expressions template typename enable::type operator*(T x, U y) { return functions::multiplies(x, y); } /// Divide halfs. /// \param x left operand /// \param y right operand /// \return quotient of half expressions template typename enable::type operator/(T x, U y) { return functions::divides(x, y); } /// Identity. /// \param arg operand /// \return uncahnged operand template HALF_CONSTEXPR typename enable::type operator+(T arg) { return arg; } /// Negation. /// \param arg operand /// \return negated operand template HALF_CONSTEXPR typename enable::type operator-(T arg) { return unary_specialized::negate(arg); } /// \} /// \name Input and output /// \{ /// Output operator. /// \param out output stream to write into /// \param arg half expression to write /// \return reference to output stream template typename enable&,T>::type operator<<(std::basic_ostream &out, T arg) { return functions::write(out, arg); } /// Input operator. /// \param in input stream to read from /// \param arg half to read into /// \return reference to input stream template std::basic_istream& operator>>(std::basic_istream &in, half &arg) { return functions::read(in, arg); } /// \} /// \name Basic mathematical operations /// \{ /// Absolute value. /// \param arg operand /// \return absolute value of \a arg // template typename enable::type abs(T arg) { return unary_specialized::fabs(arg); } inline half abs(half arg) { return unary_specialized::fabs(arg); } inline expr abs(expr arg) { return unary_specialized::fabs(arg); } /// Absolute value. /// \param arg operand /// \return absolute value of \a arg // template typename enable::type fabs(T arg) { return unary_specialized::fabs(arg); } inline half fabs(half arg) { return unary_specialized::fabs(arg); } inline expr fabs(expr arg) { return unary_specialized::fabs(arg); } /// Remainder of division. /// \param x first operand /// \param y second operand /// \return remainder of floating point division. // template typename enable::type fmod(T x, U y) { return functions::fmod(x, y); } inline expr fmod(half x, half y) { return functions::fmod(x, y); } inline expr fmod(half x, expr y) { return functions::fmod(x, y); } inline expr fmod(expr x, half y) { return functions::fmod(x, y); } inline expr fmod(expr x, expr y) { return functions::fmod(x, y); } /// Remainder of division. /// \param x first operand /// \param y second operand /// \return remainder of floating point division. // template typename enable::type remainder(T x, U y) { return functions::remainder(x, y); } inline expr remainder(half x, half y) { return functions::remainder(x, y); } inline expr remainder(half x, expr y) { return functions::remainder(x, y); } inline expr remainder(expr x, half y) { return functions::remainder(x, y); } inline expr remainder(expr x, expr y) { return functions::remainder(x, y); } /// Remainder of division. /// \param x first operand /// \param y second operand /// \param quo address to store some bits of quotient at /// \return remainder of floating point division. // template typename enable::type remquo(T x, U y, int *quo) { return functions::remquo(x, y, quo); } inline expr remquo(half x, half y, int *quo) { return functions::remquo(x, y, quo); } inline expr remquo(half x, expr y, int *quo) { return functions::remquo(x, y, quo); } inline expr remquo(expr x, half y, int *quo) { return functions::remquo(x, y, quo); } inline expr remquo(expr x, expr y, int *quo) { return functions::remquo(x, y, quo); } /// Fused multiply add. /// \param x first operand /// \param y second operand /// \param z third operand /// \return ( \a x * \a y ) + \a z rounded as one operation. // template typename enable::type fma(T x, U y, V z) { return functions::fma(x, y, z); } inline expr fma(half x, half y, half z) { return functions::fma(x, y, z); } inline expr fma(half x, half y, expr z) { return functions::fma(x, y, z); } inline expr fma(half x, expr y, half z) { return functions::fma(x, y, z); } inline expr fma(half x, expr y, expr z) { return functions::fma(x, y, z); } inline expr fma(expr x, half y, half z) { return functions::fma(x, y, z); } inline expr fma(expr x, half y, expr z) { return functions::fma(x, y, z); } inline expr fma(expr x, expr y, half z) { return functions::fma(x, y, z); } inline expr fma(expr x, expr y, expr z) { return functions::fma(x, y, z); } /// Maximum of half expressions. /// \param x first operand /// \param y second operand /// \return maximum of operands // template typename result::type fmax(T x, U y) { return binary_specialized::fmax(x, y); } inline half fmax(half x, half y) { return binary_specialized::fmax(x, y); } inline expr fmax(half x, expr y) { return binary_specialized::fmax(x, y); } inline expr fmax(expr x, half y) { return binary_specialized::fmax(x, y); } inline expr fmax(expr x, expr y) { return binary_specialized::fmax(x, y); } /// Minimum of half expressions. /// \param x first operand /// \param y second operand /// \return minimum of operands // template typename result::type fmin(T x, U y) { return binary_specialized::fmin(x, y); } inline half fmin(half x, half y) { return binary_specialized::fmin(x, y); } inline expr fmin(half x, expr y) { return binary_specialized::fmin(x, y); } inline expr fmin(expr x, half y) { return binary_specialized::fmin(x, y); } inline expr fmin(expr x, expr y) { return binary_specialized::fmin(x, y); } /// Positive difference. /// \param x first operand /// \param y second operand /// \return \a x - \a y or 0 if difference negative // template typename enable::type fdim(T x, U y) { return functions::fdim(x, y); } inline expr fdim(half x, half y) { return functions::fdim(x, y); } inline expr fdim(half x, expr y) { return functions::fdim(x, y); } inline expr fdim(expr x, half y) { return functions::fdim(x, y); } inline expr fdim(expr x, expr y) { return functions::fdim(x, y); } /// Get NaN value. /// \return quiet NaN inline half nanh(const char*) { return functions::nanh(); } /// \} /// \name Exponential functions /// \{ /// Exponential function. /// \param arg function argument /// \return e raised to \a arg // template typename enable::type exp(T arg) { return functions::exp(arg); } inline expr exp(half arg) { return functions::exp(arg); } inline expr exp(expr arg) { return functions::exp(arg); } /// Exponential minus one. /// \param arg function argument /// \return e raised to \a arg subtracted by 1 // template typename enable::type expm1(T arg) { return functions::expm1(arg); } inline expr expm1(half arg) { return functions::expm1(arg); } inline expr expm1(expr arg) { return functions::expm1(arg); } /// Binary exponential. /// \param arg function argument /// \return 2 raised to \a arg // template typename enable::type exp2(T arg) { return functions::exp2(arg); } inline expr exp2(half arg) { return functions::exp2(arg); } inline expr exp2(expr arg) { return functions::exp2(arg); } /// Natural logorithm. /// \param arg function argument /// \return logarithm of \a arg to base e // template typename enable::type log(T arg) { return functions::log(arg); } inline expr log(half arg) { return functions::log(arg); } inline expr log(expr arg) { return functions::log(arg); } /// Common logorithm. /// \param arg function argument /// \return logarithm of \a arg to base 10 // template typename enable::type log10(T arg) { return functions::log10(arg); } inline expr log10(half arg) { return functions::log10(arg); } inline expr log10(expr arg) { return functions::log10(arg); } /// Natural logorithm. /// \param arg function argument /// \return logarithm of \a arg plus 1 to base e // template typename enable::type log1p(T arg) { return functions::log1p(arg); } inline expr log1p(half arg) { return functions::log1p(arg); } inline expr log1p(expr arg) { return functions::log1p(arg); } /// Binary logorithm. /// \param arg function argument /// \return logarithm of \a arg to base 2 // template typename enable::type log2(T arg) { return functions::log2(arg); } inline expr log2(half arg) { return functions::log2(arg); } inline expr log2(expr arg) { return functions::log2(arg); } /// \} /// \name Power functions /// \{ /// Square root. /// \param arg function argument /// \return square root of \a arg // template typename enable::type sqrt(T arg) { return functions::sqrt(arg); } inline expr sqrt(half arg) { return functions::sqrt(arg); } inline expr sqrt(expr arg) { return functions::sqrt(arg); } /// Cubic root. /// \param arg function argument /// \return cubic root of \a arg // template typename enable::type cbrt(T arg) { return functions::cbrt(arg); } inline expr cbrt(half arg) { return functions::cbrt(arg); } inline expr cbrt(expr arg) { return functions::cbrt(arg); } /// Hypotenuse function. /// \param x first argument /// \param y second argument /// \return square root of sum of squares without internal over- or underflows // template typename enable::type hypot(T x, U y) { return functions::hypot(x, y); } inline expr hypot(half x, half y) { return functions::hypot(x, y); } inline expr hypot(half x, expr y) { return functions::hypot(x, y); } inline expr hypot(expr x, half y) { return functions::hypot(x, y); } inline expr hypot(expr x, expr y) { return functions::hypot(x, y); } /// Power function. /// \param base first argument /// \param exp second argument /// \return \a base raised to \a exp // template typename enable::type pow(T base, U exp) { return functions::pow(base, exp); } inline expr pow(half base, half exp) { return functions::pow(base, exp); } inline expr pow(half base, expr exp) { return functions::pow(base, exp); } inline expr pow(expr base, half exp) { return functions::pow(base, exp); } inline expr pow(expr base, expr exp) { return functions::pow(base, exp); } /// \} /// \name Trigonometric functions /// \{ /// Sine function. /// \param arg function argument /// \return sine value of \a arg // template typename enable::type sin(T arg) { return functions::sin(arg); } inline expr sin(half arg) { return functions::sin(arg); } inline expr sin(expr arg) { return functions::sin(arg); } /// Cosine function. /// \param arg function argument /// \return cosine value of \a arg // template typename enable::type cos(T arg) { return functions::cos(arg); } inline expr cos(half arg) { return functions::cos(arg); } inline expr cos(expr arg) { return functions::cos(arg); } /// Tangent function. /// \param arg function argument /// \return tangent value of \a arg // template typename enable::type tan(T arg) { return functions::tan(arg); } inline expr tan(half arg) { return functions::tan(arg); } inline expr tan(expr arg) { return functions::tan(arg); } /// Arc sine. /// \param arg function argument /// \return arc sine value of \a arg // template typename enable::type asin(T arg) { return functions::asin(arg); } inline expr asin(half arg) { return functions::asin(arg); } inline expr asin(expr arg) { return functions::asin(arg); } /// Arc cosine function. /// \param arg function argument /// \return arc cosine value of \a arg // template typename enable::type acos(T arg) { return functions::acos(arg); } inline expr acos(half arg) { return functions::acos(arg); } inline expr acos(expr arg) { return functions::acos(arg); } /// Arc tangent function. /// \param arg function argument /// \return arc tangent value of \a arg // template typename enable::type atan(T arg) { return functions::atan(arg); } inline expr atan(half arg) { return functions::atan(arg); } inline expr atan(expr arg) { return functions::atan(arg); } /// Arc tangent function. /// \param x first argument /// \param y second argument /// \return arc tangent value // template typename enable::type atan2(T x, U y) { return functions::atan2(x, y); } inline expr atan2(half x, half y) { return functions::atan2(x, y); } inline expr atan2(half x, expr y) { return functions::atan2(x, y); } inline expr atan2(expr x, half y) { return functions::atan2(x, y); } inline expr atan2(expr x, expr y) { return functions::atan2(x, y); } /// \} /// \name Hyperbolic functions /// \{ /// Hyperbolic sine. /// \param arg function argument /// \return hyperbolic sine value of \a arg // template typename enable::type sinh(T arg) { return functions::sinh(arg); } inline expr sinh(half arg) { return functions::sinh(arg); } inline expr sinh(expr arg) { return functions::sinh(arg); } /// Hyperbolic cosine. /// \param arg function argument /// \return hyperbolic cosine value of \a arg // template typename enable::type cosh(T arg) { return functions::cosh(arg); } inline expr cosh(half arg) { return functions::cosh(arg); } inline expr cosh(expr arg) { return functions::cosh(arg); } /// Hyperbolic tangent. /// \param arg function argument /// \return hyperbolic tangent value of \a arg // template typename enable::type tanh(T arg) { return functions::tanh(arg); } inline expr tanh(half arg) { return functions::tanh(arg); } inline expr tanh(expr arg) { return functions::tanh(arg); } /// Hyperbolic area sine. /// \param arg function argument /// \return area sine value of \a arg // template typename enable::type asinh(T arg) { return functions::asinh(arg); } inline expr asinh(half arg) { return functions::asinh(arg); } inline expr asinh(expr arg) { return functions::asinh(arg); } /// Hyperbolic area cosine. /// \param arg function argument /// \return area cosine value of \a arg // template typename enable::type acosh(T arg) { return functions::acosh(arg); } inline expr acosh(half arg) { return functions::acosh(arg); } inline expr acosh(expr arg) { return functions::acosh(arg); } /// Hyperbolic area tangent. /// \param arg function argument /// \return area tangent value of \a arg // template typename enable::type atanh(T arg) { return functions::atanh(arg); } inline expr atanh(half arg) { return functions::atanh(arg); } inline expr atanh(expr arg) { return functions::atanh(arg); } /// \} /// \name Error and gamma functions /// \{ /// Error function. /// \param arg function argument /// \return error function value of \a arg // template typename enable::type erf(T arg) { return functions::erf(arg); } inline expr erf(half arg) { return functions::erf(arg); } inline expr erf(expr arg) { return functions::erf(arg); } /// Complementary error function. /// \param arg function argument /// \return 1 minus error function value of \a arg // template typename enable::type erfc(T arg) { return functions::erfc(arg); } inline expr erfc(half arg) { return functions::erfc(arg); } inline expr erfc(expr arg) { return functions::erfc(arg); } /// Natural logarithm of gamma function. /// \param arg function argument /// \return natural logarith of gamma function for \a arg // template typename enable::type lgamma(T arg) { return functions::lgamma(arg); } inline expr lgamma(half arg) { return functions::lgamma(arg); } inline expr lgamma(expr arg) { return functions::lgamma(arg); } /// Gamma function. /// \param arg function argument /// \return gamma function value of \a arg // template typename enable::type tgamma(T arg) { return functions::tgamma(arg); } inline expr tgamma(half arg) { return functions::tgamma(arg); } inline expr tgamma(expr arg) { return functions::tgamma(arg); } /// \} /// \name Rounding /// \{ /// Nearest integer not less than half value. /// \param arg half to round /// \return nearest integer not less than \a arg // template typename enable::type ceil(T arg) { return functions::ceil(arg); } inline half ceil(half arg) { return functions::ceil(arg); } inline half ceil(expr arg) { return functions::ceil(arg); } /// Nearest integer not greater than half value. /// \param arg half to round /// \return nearest integer not greater than \a arg // template typename enable::type floor(T arg) { return functions::floor(arg); } inline half floor(half arg) { return functions::floor(arg); } inline half floor(expr arg) { return functions::floor(arg); } /// Nearest integer not greater in magnitude than half value. /// \param arg half to round /// \return nearest integer not greater in magnitude than \a arg // template typename enable::type trunc(T arg) { return functions::trunc(arg); } inline half trunc(half arg) { return functions::trunc(arg); } inline half trunc(expr arg) { return functions::trunc(arg); } /// Nearest integer. /// \param arg half to round /// \return nearest integer, rounded away from zero in half-way cases // template typename enable::type round(T arg) { return functions::round(arg); } inline half round(half arg) { return functions::round(arg); } inline half round(expr arg) { return functions::round(arg); } /// Nearest integer. /// \param arg half to round /// \return nearest integer, rounded away from zero in half-way cases // template typename enable::type lround(T arg) { return functions::lround(arg); } inline long lround(half arg) { return functions::lround(arg); } inline long lround(expr arg) { return functions::lround(arg); } /// Nearest integer using half's internal rounding mode. /// \param arg half expression to round /// \return nearest integer using default rounding mode // template typename enable::type nearbyint(T arg) { return functions::nearbyint(arg); } inline half nearbyint(half arg) { return functions::rint(arg); } inline half nearbyint(expr arg) { return functions::rint(arg); } /// Nearest integer using half's internal rounding mode. /// \param arg half expression to round /// \return nearest integer using default rounding mode // template typename enable::type rint(T arg) { return functions::rint(arg); } inline half rint(half arg) { return functions::rint(arg); } inline half rint(expr arg) { return functions::rint(arg); } /// Nearest integer using half's internal rounding mode. /// \param arg half expression to round /// \return nearest integer using default rounding mode // template typename enable::type lrint(T arg) { return functions::lrint(arg); } inline long lrint(half arg) { return functions::lrint(arg); } inline long lrint(expr arg) { return functions::lrint(arg); } #if HALF_ENABLE_CPP11_LONG_LONG /// Nearest integer. /// \param arg half to round /// \return nearest integer, rounded away from zero in half-way cases // template typename enable::type llround(T arg) { return functions::llround(arg); } inline long long llround(half arg) { return functions::llround(arg); } inline long long llround(expr arg) { return functions::llround(arg); } /// Nearest integer using half's internal rounding mode. /// \param arg half expression to round /// \return nearest integer using default rounding mode // template typename enable::type llrint(T arg) { return functions::llrint(arg); } inline long long llrint(half arg) { return functions::llrint(arg); } inline long long llrint(expr arg) { return functions::llrint(arg); } #endif /// \} /// \name Floating point manipulation /// \{ /// Decompress floating point number. /// \param arg number to decompress /// \param exp address to store exponent at /// \return significant in range [0.5, 1) // template typename enable::type frexp(T arg, int *exp) { return functions::frexp(arg, exp); } inline half frexp(half arg, int *exp) { return functions::frexp(arg, exp); } inline half frexp(expr arg, int *exp) { return functions::frexp(arg, exp); } /// Multiply by power of two. /// \param arg number to modify /// \param exp power of two to multiply with /// \return \a arg multplied by 2 raised to \a exp // template typename enable::type ldexp(T arg, int exp) { return functions::scalbln(arg, exp); } inline half ldexp(half arg, int exp) { return functions::scalbln(arg, exp); } inline half ldexp(expr arg, int exp) { return functions::scalbln(arg, exp); } /// Extract integer and fractional parts. /// \param arg number to decompress /// \param iptr address to store integer part at /// \return fractional part // template typename enable::type modf(T arg, half *iptr) { return functions::modf(arg, iptr); } inline half modf(half arg, half *iptr) { return functions::modf(arg, iptr); } inline half modf(expr arg, half *iptr) { return functions::modf(arg, iptr); } /// Multiply by power of two. /// \param arg number to modify /// \param exp power of two to multiply with /// \return \a arg multplied by 2 raised to \a exp // template typename enable::type scalbn(T arg, int exp) { return functions::scalbln(arg, exp); } inline half scalbn(half arg, int exp) { return functions::scalbln(arg, exp); } inline half scalbn(expr arg, int exp) { return functions::scalbln(arg, exp); } /// Multiply by power of two. /// \param arg number to modify /// \param exp power of two to multiply with /// \return \a arg multplied by 2 raised to \a exp // template typename enable::type scalbln(T arg, long exp) { return functions::scalbln(arg, exp); } inline half scalbln(half arg, long exp) { return functions::scalbln(arg, exp); } inline half scalbln(expr arg, long exp) { return functions::scalbln(arg, exp); } /// Extract exponent. /// \param arg number to query /// \return floating point exponent /// \retval FP_ILOGB0 for zero /// \retval FP_ILOGBNAN for NaN /// \retval MAX_INT for infinity // template typename enable::type ilogb(T arg) { return functions::ilogb(arg); } inline int ilogb(half arg) { return functions::ilogb(arg); } inline int ilogb(expr arg) { return functions::ilogb(arg); } /// Extract exponent. /// \param arg number to query /// \return floating point exponent // template typename enable::type logb(T arg) { return functions::logb(arg); } inline half logb(half arg) { return functions::logb(arg); } inline half logb(expr arg) { return functions::logb(arg); } /// Next representable value. /// \param from value to compute next representable value for /// \param to direction towards which to compute next value /// \return next representable value after \a from in direction towards \a to // template typename enable::type nextafter(T from, U to) { return functions::nextafter(from, to); } inline half nextafter(half from, half to) { return functions::nextafter(from, to); } inline half nextafter(half from, expr to) { return functions::nextafter(from, to); } inline half nextafter(expr from, half to) { return functions::nextafter(from, to); } inline half nextafter(expr from, expr to) { return functions::nextafter(from, to); } /// Next representable value. /// \param from value to compute next representable value for /// \param to direction towards which to compute next value /// \return next representable value after \a from in direction towards \a to // template typename enable::type nexttoward(T from, long double to) { return functions::nexttoward(from, to); } inline half nexttoward(half from, long double to) { return functions::nexttoward(from, to); } inline half nexttoward(expr from, long double to) { return functions::nexttoward(from, to); } /// Take sign. /// \param x value to change sign for /// \param y value to take sign from /// \return value equal to \a x in magnitude and to \a y in sign // template typename enable::type copysign(T x, U y) { return functions::copysign(x, y); } inline half copysign(half x, half y) { return functions::copysign(x, y); } inline half copysign(half x, expr y) { return functions::copysign(x, y); } inline half copysign(expr x, half y) { return functions::copysign(x, y); } inline half copysign(expr x, expr y) { return functions::copysign(x, y); } /// \} /// \name Floating point classification /// \{ /// Classify floating point value. /// \param arg number to classify /// \retval FP_ZERO for positive and negative zero /// \retval FP_SUBNORMAL for subnormal numbers /// \retval FP_INFINITY for positive and negative infinity /// \retval FP_NAN for NaNs /// \retval FP_NORMAL for all other (normal) values // template typename enable::type fpclassify(T arg) { return functions::fpclassify(arg); } inline int fpclassify(half arg) { return functions::fpclassify(arg); } inline int fpclassify(expr arg) { return functions::fpclassify(arg); } /// Check if finite number. /// \param arg number to check /// \retval true if neither infinity nor NaN /// \retval false else // template typename enable::type isfinite(T arg) { return functions::isfinite(arg); } inline bool isfinite(half arg) { return functions::isfinite(arg); } inline bool isfinite(expr arg) { return functions::isfinite(arg); } /// Check for infinity. /// \param arg number to check /// \retval true for positive or negative infinity /// \retval false else // template typename enable::type isinf(T arg) { return functions::isinf(arg); } inline bool isinf(half arg) { return functions::isinf(arg); } inline bool isinf(expr arg) { return functions::isinf(arg); } /// Check for NaN. /// \param arg number to check /// \retval true for NaNs /// \retval false else // template typename enable::type isnan(T arg) { return functions::isnan(arg); } inline bool isnan(half arg) { return functions::isnan(arg); } inline bool isnan(expr arg) { return functions::isnan(arg); } /// Check if normal number. /// \param arg number to check /// \retval true if normal number /// \retval false if either subnormal, zero, infinity or NaN // template typename enable::type isnormal(T arg) { return functions::isnormal(arg); } inline bool isnormal(half arg) { return functions::isnormal(arg); } inline bool isnormal(expr arg) { return functions::isnormal(arg); } /// Check sign. /// \param arg number to check /// \retval true for negative number /// \retval false for positive number // template typename enable::type signbit(T arg) { return functions::signbit(arg); } inline bool signbit(half arg) { return functions::signbit(arg); } inline bool signbit(expr arg) { return functions::signbit(arg); } /// \} /// \name Comparison /// \{ /// Comparison for greater than. /// \param x first operand /// \param y second operand /// \retval true if \a x greater than \a y /// \retval false else // template typename enable::type isgreater(T x, U y) { return functions::isgreater(x, y); } inline bool isgreater(half x, half y) { return functions::isgreater(x, y); } inline bool isgreater(half x, expr y) { return functions::isgreater(x, y); } inline bool isgreater(expr x, half y) { return functions::isgreater(x, y); } inline bool isgreater(expr x, expr y) { return functions::isgreater(x, y); } /// Comparison for greater equal. /// \param x first operand /// \param y second operand /// \retval true if \a x greater equal \a y /// \retval false else // template typename enable::type isgreaterequal(T x, U y) { return functions::isgreaterequal(x, y); } inline bool isgreaterequal(half x, half y) { return functions::isgreaterequal(x, y); } inline bool isgreaterequal(half x, expr y) { return functions::isgreaterequal(x, y); } inline bool isgreaterequal(expr x, half y) { return functions::isgreaterequal(x, y); } inline bool isgreaterequal(expr x, expr y) { return functions::isgreaterequal(x, y); } /// Comparison for less than. /// \param x first operand /// \param y second operand /// \retval true if \a x less than \a y /// \retval false else // template typename enable::type isless(T x, U y) { return functions::isless(x, y); } inline bool isless(half x, half y) { return functions::isless(x, y); } inline bool isless(half x, expr y) { return functions::isless(x, y); } inline bool isless(expr x, half y) { return functions::isless(x, y); } inline bool isless(expr x, expr y) { return functions::isless(x, y); } /// Comparison for less equal. /// \param x first operand /// \param y second operand /// \retval true if \a x less equal \a y /// \retval false else // template typename enable::type islessequal(T x, U y) { return functions::islessequal(x, y); } inline bool islessequal(half x, half y) { return functions::islessequal(x, y); } inline bool islessequal(half x, expr y) { return functions::islessequal(x, y); } inline bool islessequal(expr x, half y) { return functions::islessequal(x, y); } inline bool islessequal(expr x, expr y) { return functions::islessequal(x, y); } /// Comarison for less or greater. /// \param x first operand /// \param y second operand /// \retval true if either less or greater /// \retval false else // template typename enable::type islessgreater(T x, U y) { return functions::islessgreater(x, y); } inline bool islessgreater(half x, half y) { return functions::islessgreater(x, y); } inline bool islessgreater(half x, expr y) { return functions::islessgreater(x, y); } inline bool islessgreater(expr x, half y) { return functions::islessgreater(x, y); } inline bool islessgreater(expr x, expr y) { return functions::islessgreater(x, y); } /// Check if unordered. /// \param x first operand /// \param y second operand /// \retval true if unordered (one or two NaN operands) /// \retval false else // template typename enable::type isunordered(T x, U y) { return functions::isunordered(x, y); } inline bool isunordered(half x, half y) { return functions::isunordered(x, y); } inline bool isunordered(half x, expr y) { return functions::isunordered(x, y); } inline bool isunordered(expr x, half y) { return functions::isunordered(x, y); } inline bool isunordered(expr x, expr y) { return functions::isunordered(x, y); } /// \name Casting /// \{ /// Cast to or from half-precision floating point number. /// This casts between [half](\ref half_float::half) and any built-in arithmetic type. The values are converted /// directly using the given rounding mode, without any roundtrip over `float` that a `static_cast` would otherwise do. /// It uses the default rounding mode. /// /// Using this cast with neither of the two types being a [half](\ref half_float::half) or with any of the two types /// not being a built-in arithmetic type (apart from [half](\ref half_float::half), of course) results in a compiler /// error and casting between [half](\ref half_float::half)s is just a no-op. /// \tparam T destination type (half or built-in arithmetic type) /// \tparam U source type (half or built-in arithmetic type) /// \param arg value to cast /// \return \a arg converted to destination type template T half_cast(U arg) { return half_caster::cast(arg); } /// Cast to or from half-precision floating point number. /// This casts between [half](\ref half_float::half) and any built-in arithmetic type. The values are converted /// directly using the given rounding mode, without any roundtrip over `float` that a `static_cast` would otherwise do. /// /// Using this cast with neither of the two types being a [half](\ref half_float::half) or with any of the two types /// not being a built-in arithmetic type (apart from [half](\ref half_float::half), of course) results in a compiler /// error and casting between [half](\ref half_float::half)s is just a no-op. /// \tparam T destination type (half or built-in arithmetic type) /// \tparam R rounding mode to use. /// \tparam U source type (half or built-in arithmetic type) /// \param arg value to cast /// \return \a arg converted to destination type template T half_cast(U arg) { return half_caster::cast(arg); } /// \} } using detail::operator==; using detail::operator!=; using detail::operator<; using detail::operator>; using detail::operator<=; using detail::operator>=; using detail::operator+; using detail::operator-; using detail::operator*; using detail::operator/; using detail::operator<<; using detail::operator>>; using detail::abs; using detail::fabs; using detail::fmod; using detail::remainder; using detail::remquo; using detail::fma; using detail::fmax; using detail::fmin; using detail::fdim; using detail::nanh; using detail::exp; using detail::expm1; using detail::exp2; using detail::log; using detail::log10; using detail::log1p; using detail::log2; using detail::sqrt; using detail::cbrt; using detail::hypot; using detail::pow; using detail::sin; using detail::cos; using detail::tan; using detail::asin; using detail::acos; using detail::atan; using detail::atan2; using detail::sinh; using detail::cosh; using detail::tanh; using detail::asinh; using detail::acosh; using detail::atanh; using detail::erf; using detail::erfc; using detail::lgamma; using detail::tgamma; using detail::ceil; using detail::floor; using detail::trunc; using detail::round; using detail::lround; using detail::nearbyint; using detail::rint; using detail::lrint; #if HALF_ENABLE_CPP11_LONG_LONG using detail::llround; using detail::llrint; #endif using detail::frexp; using detail::ldexp; using detail::modf; using detail::scalbn; using detail::scalbln; using detail::ilogb; using detail::logb; using detail::nextafter; using detail::nexttoward; using detail::copysign; using detail::fpclassify; using detail::isfinite; using detail::isinf; using detail::isnan; using detail::isnormal; using detail::signbit; using detail::isgreater; using detail::isgreaterequal; using detail::isless; using detail::islessequal; using detail::islessgreater; using detail::isunordered; using detail::half_cast; } /// Extensions to the C++ standard library. namespace std { /// Numeric limits for half-precision floats. /// Because of the underlying single-precision implementation of many operations, it inherits some properties from /// `std::numeric_limits`. template<> class numeric_limits : public numeric_limits { public: /// Supports signed values. static HALF_CONSTEXPR_CONST bool is_signed = true; /// Is not exact. static HALF_CONSTEXPR_CONST bool is_exact = false; /// Doesn't provide modulo arithmetic. static HALF_CONSTEXPR_CONST bool is_modulo = false; /// IEEE conformant. static HALF_CONSTEXPR_CONST bool is_iec559 = true; /// Supports infinity. static HALF_CONSTEXPR_CONST bool has_infinity = true; /// Supports quiet NaNs. static HALF_CONSTEXPR_CONST bool has_quiet_NaN = true; /// Supports subnormal values. static HALF_CONSTEXPR_CONST float_denorm_style has_denorm = denorm_present; /// Rounding mode. /// Due to the mix of internal single-precision computations (using the rounding mode of the underlying /// single-precision implementation) with the rounding mode of the single-to-half conversions, the actual rounding /// mode might be `std::round_indeterminate` if the default half-precision rounding mode doesn't match the /// single-precision rounding mode. static HALF_CONSTEXPR_CONST float_round_style round_style = (std::numeric_limits::round_style== half_float::half::round_style) ? half_float::half::round_style : round_indeterminate; /// Significant digits. static HALF_CONSTEXPR_CONST int digits = 11; /// Significant decimal digits. static HALF_CONSTEXPR_CONST int digits10 = 3; /// Required decimal digits to represent all possible values. static HALF_CONSTEXPR_CONST int max_digits10 = 5; /// Number base. static HALF_CONSTEXPR_CONST int radix = 2; /// One more than smallest exponent. static HALF_CONSTEXPR_CONST int min_exponent = -13; /// Smallest normalized representable power of 10. static HALF_CONSTEXPR_CONST int min_exponent10 = -4; /// One more than largest exponent static HALF_CONSTEXPR_CONST int max_exponent = 16; /// Largest finitely representable power of 10. static HALF_CONSTEXPR_CONST int max_exponent10 = 4; /// Smallest positive normal value. static HALF_CONSTEXPR half_float::half min() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0x0400); } /// Smallest finite value. static HALF_CONSTEXPR half_float::half lowest() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0xFBFF); } /// Largest finite value. static HALF_CONSTEXPR half_float::half max() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0x7BFF); } /// Difference between one and next representable value. static HALF_CONSTEXPR half_float::half epsilon() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0x1400); } /// Maximum rounding error. static HALF_CONSTEXPR half_float::half round_error() HALF_NOTHROW { return half_float::half(half_float::detail::binary, (round_style==std::round_to_nearest) ? 0x3800 : 0x3C00); } /// Positive infinity. static HALF_CONSTEXPR half_float::half infinity() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0x7C00); } /// Quiet NaN. static HALF_CONSTEXPR half_float::half quiet_NaN() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0x7FFF); } /// Signalling NaN. static HALF_CONSTEXPR half_float::half signaling_NaN() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0x7DFF); } /// Smallest positive subnormal value. static HALF_CONSTEXPR half_float::half denorm_min() HALF_NOTHROW { return half_float::half(half_float::detail::binary, 0x0001); } }; #if HALF_ENABLE_CPP11_HASH /// Hash function for half-precision floats. /// This is only defined if C++11 `std::hash` is supported and enabled. template<> struct hash //: unary_function { /// Type of function argument. typedef half_float::half argument_type; /// Function return type. typedef size_t result_type; /// Compute hash function. /// \param arg half to hash /// \return hash value result_type operator()(argument_type arg) const { return hash()(static_cast(arg.data_)&-(arg.data_!=0x8000)); } }; #endif } #undef HALF_CONSTEXPR #undef HALF_CONSTEXPR_CONST #undef HALF_NOEXCEPT #undef HALF_NOTHROW #ifdef HALF_POP_WARNINGS #pragma warning(pop) #undef HALF_POP_WARNINGS #endif #endif