source: libcfa/src/math.hfa @ 09e400e

//
// Cforall Version 1.0.0 Copyright (C) 2016 University of Waterloo
//
// The contents of this file are covered under the licence agreement in the
// file "LICENCE" distributed with Cforall.
//
// math.hfa --
//
// Author           : Peter A. Buhr
// Created On       : Mon Apr 18 23:37:04 2016
// Last Modified By : Peter A. Buhr
// Last Modified On : Sun Jun 18 08:13:53 2023
// Update Count     : 202
//

#pragma once

#include <math.h>
#include <complex.h>

//---------------------------------------

#include "common.hfa"
#include "bits/debug.hfa"

//---------------------- General ----------------------

static inline __attribute__((always_inline)) {
        float ?%?( float x, float y ) { return fmodf( x, y ); }
        float fmod( float x, float y ) { return fmodf( x, y ); }
        double ?%?( double x, double y ) { return fmod( x, y ); }
        // extern "C" { double fmod( double, double ); }
        long double ?%?( long double x, long double y ) { return fmodl( x, y ); }
        long double fmod( long double x, long double y ) { return fmodl( x, y ); }

        float remainder( float x, float y ) { return remainderf( x, y ); }
        // extern "C" { double remainder( double, double ); }
        long double remainder( long double x, long double y ) { return remainderl( x, y ); }

        float remquo( float x, float y, int * quo ) { return remquof( x, y, quo ); }
        // extern "C" { double remquo( double x, double y, int * quo ); }
        long double remquo( long double x, long double y, int * quo ) { return remquol( x, y, quo ); }
        [ int, float ] remquo( float x, float y ) { int quo; x = remquof( x, y, &quo ); return [ quo, x ]; }
        [ int, double ] remquo( double x, double y ) { int quo; x = remquo( x, y, &quo ); return [ quo, x ]; }
        [ int, long double ] remquo( long double x, long double y ) { int quo; x = remquol( x, y, &quo ); return [ quo, x ]; }

        [ float, float ] div( float x, float y ) { y = modff( x / y, &x ); return [ x, y ]; }
        [ double, double ] div( double x, double y ) { y = modf( x / y, &x ); return [ x, y ]; }
        [ long double, long double ] div( long double x, long double y ) { y = modfl( x / y, &x ); return [ x, y ]; }

        float fma( float x, float y, float z ) { return fmaf( x, y, z ); }
        // extern "C" { double fma( double, double, double ); }
        long double fma( long double x, long double y, long double z ) { return fmal( x, y, z ); }

        float fdim( float x, float y ) { return fdimf( x, y ); }
        // extern "C" { double fdim( double, double ); }
        long double fdim( long double x, long double y ) { return fdiml( x, y ); }

        float nan( const char tag[] ) { return nanf( tag ); }
        // extern "C" { double nan( const char [] ); }
        long double nan( const char tag[] ) { return nanl( tag ); }
} // distribution

//---------------------- Exponential ----------------------

static inline __attribute__((always_inline)) {
        float exp( float x ) { return expf( x ); }
        // extern "C" { double exp( double ); }
        long double exp( long double x ) { return expl( x ); }
        float _Complex exp( float _Complex x ) { return cexpf( x ); }
        double _Complex exp( double _Complex x ) { return cexp( x ); }
        long double _Complex exp( long double _Complex x ) { return cexpl( x ); }

        float exp2( float x ) { return exp2f( x ); }
        // extern "C" { double exp2( double ); }
        long double exp2( long double x ) { return exp2l( x ); }
        //float _Complex exp2( float _Complex x ) { return cexp2f( x ); }
        //double _Complex exp2( double _Complex x ) { return cexp2( x ); }
        //long double _Complex exp2( long double _Complex x ) { return cexp2l( x ); }

        float expm1( float x ) { return expm1f( x ); }
        // extern "C" { double expm1( double ); }
        long double expm1( long double x ) { return expm1l( x ); }

        float pow( float x, float y ) { return powf( x, y ); }
        // extern "C" { double pow( double, double ); }
        long double pow( long double x, long double y ) { return powl( x, y ); }
        float _Complex pow( float _Complex x, float _Complex y ) { return cpowf( x, y ); }
        double _Complex pow( double _Complex x, double _Complex y ) { return cpow( x, y ); }
        long double _Complex pow( long double _Complex x, long double _Complex y ) { return cpowl( x, y ); }
} // distribution

//---------------------- Logarithm ----------------------

static inline __attribute__((always_inline)) {
        float log( float x ) { return logf( x ); }
        // extern "C" { double log( double ); }
        long double log( long double x ) { return logl( x ); }
        float _Complex log( float _Complex x ) { return clogf( x ); }
        double _Complex log( double _Complex x ) { return clog( x ); }
        long double _Complex log( long double _Complex x ) { return clogl( x ); }

        // O(1) polymorphic integer log2, using clz, which returns the number of leading 0-bits, starting at the most
        // significant bit (single instruction on x86)
        int log2( unsigned int n ) { return n == 0 ? -1 : sizeof(n) * __CHAR_BIT__ - 1 - __builtin_clz( n ); }
        long int log2( unsigned long int n ) { return n == 0 ? -1 : sizeof(n) * __CHAR_BIT__ - 1 - __builtin_clzl( n ); }
        long long int log2( unsigned long long int n ) { return n == 0 ? -1 : sizeof(n) * __CHAR_BIT__ - 1 - __builtin_clzll( n ); }
        float log2( float x ) { return log2f( x ); }
        // extern "C" { double log2( double ); }
        long double log2( long double x ) { return log2l( x ); }
        // float _Complex log2( float _Complex x ) { return clog2f( x ); }
        // double _Complex log2( double _Complex x ) { return clog2( x ); }
        // long double _Complex log2( long double _Complex x ) { return clog2l( x ); }

        float log10( float x ) { return log10f( x ); }
        // extern "C" { double log10( double ); }
        long double log10( long double x ) { return log10l( x ); }
        // float _Complex log10( float _Complex x ) { return clog10f( x ); }
        // double _Complex log10( double _Complex x ) { return clog10( x ); }
        // long double _Complex log10( long double _Complex x ) { return clog10l( x ); }

        float log1p( float x ) { return log1pf( x ); }
        // extern "C" { double log1p( double ); }
        long double log1p( long double x ) { return log1pl( x ); }

        int ilogb( float x ) { return ilogbf( x ); }
        // extern "C" { int ilogb( double ); }
        int ilogb( long double x ) { return ilogbl( x ); }

        float logb( float x ) { return logbf( x ); }
        // extern "C" { double logb( double ); }
        long double logb( long double x ) { return logbl( x ); }

        float sqrt( float x ) { return sqrtf( x ); }
        // extern "C" { double sqrt( double ); }
        long double sqrt( long double x ) { return sqrtl( x ); }
        float _Complex sqrt( float _Complex x ) { return csqrtf( x ); }
        double _Complex sqrt( double _Complex x ) { return csqrt( x ); }
        long double _Complex sqrt( long double _Complex x ) { return csqrtl( x ); }

        float cbrt( float x ) { return cbrtf( x ); }
        // extern "C" { double cbrt( double ); }
        long double cbrt( long double x ) { return cbrtl( x ); }

        float hypot( float x, float y ) { return hypotf( x, y ); }
        // extern "C" { double hypot( double, double ); }
        long double hypot( long double x, long double y ) { return hypotl( x, y ); }
} // distribution

static inline unsigned long long log2_u32_32( unsigned long long val ) {
        enum {
                TABLE_BITS = 6,
                TABLE_SIZE = (1 << TABLE_BITS) + 2,
        };
        // for(i; TABLE_SIZE) {
        //      table[i] = (unsigned long long)(log2(1.0 + i / pow(2, TABLE_BITS)) * pow(2, 32)));
        // }
        static const unsigned long long table[] = {
                0x0000000000, 0x0005b9e5a1, 0x000b5d69ba, 0x0010eb389f,
                0x001663f6fa, 0x001bc84240, 0x002118b119, 0x002655d3c4,
                0x002b803473, 0x00309857a0, 0x00359ebc5b, 0x003a93dc98,
                0x003f782d72, 0x00444c1f6b, 0x0049101eac, 0x004dc4933a,
                0x005269e12f, 0x00570068e7, 0x005b888736, 0x006002958c,
                0x00646eea24, 0x0068cdd829, 0x006d1fafdc, 0x007164beb4,
                0x00759d4f80, 0x0079c9aa87, 0x007dea15a3, 0x0081fed45c,
                0x0086082806, 0x008a064fd5, 0x008df988f4, 0x0091e20ea1,
                0x0095c01a39, 0x009993e355, 0x009d5d9fd5, 0x00a11d83f4,
                0x00a4d3c25e, 0x00a8808c38, 0x00ac241134, 0x00afbe7fa0,
                0x00b3500472, 0x00b6d8cb53, 0x00ba58feb2, 0x00bdd0c7c9,
                0x00c1404ead, 0x00c4a7ba58, 0x00c80730b0, 0x00cb5ed695,
                0x00ceaecfea, 0x00d1f73f9c, 0x00d53847ac, 0x00d8720935,
                0x00dba4a47a, 0x00ded038e6, 0x00e1f4e517, 0x00e512c6e5,
                0x00e829fb69, 0x00eb3a9f01, 0x00ee44cd59, 0x00f148a170,
                0x00f446359b, 0x00f73da38d, 0x00fa2f045e, 0x00fd1a708b,
                0x0100000000, 0x0102dfca16,
        };
        _Static_assert((sizeof(table) / sizeof(table[0])) == TABLE_SIZE, "TABLE_SIZE should be accurate");
        // starting from val = (2 ** i)*(1 + f) where 0 <= f < 1
        // log identities mean log2(val) = log2((2 ** i)*(1 + f)) = log2(2**i) + log2(1+f)
        //
        // getting i is easy to do using builtin_clz (count leading zero)
        //
        // we want to calculate log2(1+f) independently to have a many bits of precision as possible.
        //     val = (2 ** i)*(1 + f) = 2 ** i   +   f * 2 ** i
        // isolating f we get
        //     val - 2 ** i = f * 2 ** i
        //     (val - 2 ** i) / 2 ** i = f
        //
        // we want to interpolate from the table to get the values
        // and compromise by doing quadratic interpolation (rather than higher degree interpolation)
        //
        // for the interpolation we want to shift everything the fist sample point
        // so our parabola becomes x = 0
        // this further simplifies the equations
        //
        // the consequence is that we need f in 2 forms:
        //  - finding the index of x0
        //  - finding the distance between f and x0
        //
        // since sample points are equidistant we can significantly simplify the equations

        // get i
        const unsigned long long bits = sizeof(val) * __CHAR_BIT__;
        const unsigned long long lz = __builtin_clzl(val);
        const unsigned long long i = bits - 1 - lz;

        // get the fractinal part as a u32.32
        const unsigned long long frac = (val << (lz + 1)) >> 32;

        // get high order bits for the index into the table
        const unsigned long long idx0 = frac >> (32 - TABLE_BITS);

        // get the x offset, i.e., the difference between the first sample point and the actual fractional part
        const long long udx = frac - (idx0 << (32 - TABLE_BITS));
        /* paranoid */ verify((idx0 + 2) < TABLE_SIZE);

        const long long y0 = table[idx0 + 0];
        const long long y1 = table[idx0 + 1];
        const long long y2 = table[idx0 + 2];

        // from there we can quadraticly interpolate to get the data, using the lagrange polynomial
        // normally it would look like:
        //     double r0 = y0 * ((x - x1) / (x0 - x1)) * ((x - x2) / (x0 - x2));
        //     double r1 = y1 * ((x - x0) / (x1 - x0)) * ((x - x2) / (x1 - x2));
        //     double r2 = y2 * ((x - x0) / (x2 - x0)) * ((x - x1) / (x2 - x1));
        // but since the spacing between sample points is fixed, we can simplify it and extract common expressions
        const long long f1 = (y1 - y0);
        const long long f2 = (y2 - y0);
        const long long a = f2 - (f1 * 2l);
        const long long b = (f1 * 2l) - a;

        // Now we can compute it in the form (ax + b)x + c (which avoid repeating steps)
        long long sum = ((a*udx) >> (32 - TABLE_BITS))  + b;
        sum = (sum*udx) >> (32 - TABLE_BITS + 1);
        sum = y0 + sum;

        return (i << 32) + (sum);
} // log2_u32_32

//---------------------- Trigonometric ----------------------

static inline __attribute__((always_inline)) {
        float sin( float x ) { return sinf( x ); }
        // extern "C" { double sin( double ); }
        long double sin( long double x ) { return sinl( x ); }
        float _Complex sin( float _Complex x ) { return csinf( x ); }
        double _Complex sin( double _Complex x ) { return csin( x ); }
        long double _Complex sin( long double _Complex x ) { return csinl( x ); }

        float cos( float x ) { return cosf( x ); }
        // extern "C" { double cos( double ); }
        long double cos( long double x ) { return cosl( x ); }
        float _Complex cos( float _Complex x ) { return ccosf( x ); }
        double _Complex cos( double _Complex x ) { return ccos( x ); }
        long double _Complex cos( long double _Complex x ) { return ccosl( x ); }

        float tan( float x ) { return tanf( x ); }
        // extern "C" { double tan( double ); }
        long double tan( long double x ) { return tanl( x ); }
        float _Complex tan( float _Complex x ) { return ctanf( x ); }
        double _Complex tan( double _Complex x ) { return ctan( x ); }
        long double _Complex tan( long double _Complex x ) { return ctanl( x ); }

        float asin( float x ) { return asinf( x ); }
        // extern "C" { double asin( double ); }
        long double asin( long double x ) { return asinl( x ); }
        float _Complex asin( float _Complex x ) { return casinf( x ); }
        double _Complex asin( double _Complex x ) { return casin( x ); }
        long double _Complex asin( long double _Complex x ) { return casinl( x ); }

        float acos( float x ) { return acosf( x ); }
        // extern "C" { double acos( double ); }
        long double acos( long double x ) { return acosl( x ); }
        float _Complex acos( float _Complex x ) { return cacosf( x ); }
        double _Complex acos( double _Complex x ) { return cacos( x ); }
        long double _Complex acos( long double _Complex x ) { return cacosl( x ); }

        float atan( float x ) { return atanf( x ); }
        // extern "C" { double atan( double ); }
        long double atan( long double x ) { return atanl( x ); }
        float _Complex atan( float _Complex x ) { return catanf( x ); }
        double _Complex atan( double _Complex x ) { return catan( x ); }
        long double _Complex atan( long double _Complex x ) { return catanl( x ); }

        float atan2( float x, float y ) { return atan2f( x, y ); }
        // extern "C" { double atan2( double, double ); }
        long double atan2( long double x, long double y ) { return atan2l( x, y ); }

        // alternative name for atan2
        float atan( float x, float y ) { return atan2f( x, y ); }
        double atan( double x, double y ) { return atan2( x, y ); }
        long double atan( long double x, long double y ) { return atan2l( x, y ); }
} // distribution

//---------------------- Hyperbolic ----------------------

static inline __attribute__((always_inline)) {
        float sinh( float x ) { return sinhf( x ); }
        // extern "C" { double sinh( double ); }
        long double sinh( long double x ) { return sinhl( x ); }
        float _Complex sinh( float _Complex x ) { return csinhf( x ); }
        double _Complex sinh( double _Complex x ) { return csinh( x ); }
        long double _Complex sinh( long double _Complex x ) { return csinhl( x ); }

        float cosh( float x ) { return coshf( x ); }
        // extern "C" { double cosh( double ); }
        long double cosh( long double x ) { return coshl( x ); }
        float _Complex cosh( float _Complex x ) { return ccoshf( x ); }
        double _Complex cosh( double _Complex x ) { return ccosh( x ); }
        long double _Complex cosh( long double _Complex x ) { return ccoshl( x ); }

        float tanh( float x ) { return tanhf( x ); }
        // extern "C" { double tanh( double ); }
        long double tanh( long double x ) { return tanhl( x ); }
        float _Complex tanh( float _Complex x ) { return ctanhf( x ); }
        double _Complex tanh( double _Complex x ) { return ctanh( x ); }
        long double _Complex tanh( long double _Complex x ) { return ctanhl( x ); }

        float asinh( float x ) { return asinhf( x ); }
        // extern "C" { double asinh( double ); }
        long double asinh( long double x ) { return asinhl( x ); }
        float _Complex asinh( float _Complex x ) { return casinhf( x ); }
        double _Complex asinh( double _Complex x ) { return casinh( x ); }
        long double _Complex asinh( long double _Complex x ) { return casinhl( x ); }

        float acosh( float x ) { return acoshf( x ); }
        // extern "C" { double acosh( double ); }
        long double acosh( long double x ) { return acoshl( x ); }
        float _Complex acosh( float _Complex x ) { return cacoshf( x ); }
        double _Complex acosh( double _Complex x ) { return cacosh( x ); }
        long double _Complex acosh( long double _Complex x ) { return cacoshl( x ); }

        float atanh( float x ) { return atanhf( x ); }
        // extern "C" { double atanh( double ); }
        long double atanh( long double x ) { return atanhl( x ); }
        float _Complex atanh( float _Complex x ) { return catanhf( x ); }
        double _Complex atanh( double _Complex x ) { return catanh( x ); }
        long double _Complex atanh( long double _Complex x ) { return catanhl( x ); }
} // distribution

//---------------------- Error / Gamma ----------------------

static inline __attribute__((always_inline)) {
        float erf( float x ) { return erff( x ); }
        // extern "C" { double erf( double ); }
        long double erf( long double x ) { return erfl( x ); }
        // float _Complex erf( float _Complex );
        // double _Complex erf( double _Complex );
        // long double _Complex erf( long double _Complex );

        float erfc( float x ) { return erfcf( x ); }
        // extern "C" { double erfc( double ); }
        long double erfc( long double x ) { return erfcl( x ); }
        // float _Complex erfc( float _Complex );
        // double _Complex erfc( double _Complex );
        // long double _Complex erfc( long double _Complex );

        float lgamma( float x ) { return lgammaf( x ); }
        // extern "C" { double lgamma( double ); }
        long double lgamma( long double x ) { return lgammal( x ); }
        float lgamma( float x, int * sign ) { return lgammaf_r( x, sign ); }
        double lgamma( double x, int * sign ) { return lgamma_r( x, sign ); }
        long double lgamma( long double x, int * sign ) { return lgammal_r( x, sign ); }

        float tgamma( float x ) { return tgammaf( x ); }
        // extern "C" { double tgamma( double ); }
        long double tgamma( long double x ) { return tgammal( x ); }
} // distribution

//---------------------- Nearest Integer ----------------------

inline __attribute__((always_inline)) static {
        // force divide before multiply
        signed char floor( signed char n, signed char align ) { return (n / align) * align; }
        unsigned char floor( unsigned char n, unsigned char align ) { return (n / align) * align; }
        short int floor( short int n, short int align ) { return (n / align) * align; }
        unsigned short int floor( unsigned short int n, unsigned short int align ) { return (n / align) * align; }
        int floor( int n, int align ) { return (n / align) * align; }
        unsigned int floor( unsigned int n, unsigned int align ) { return (n / align) * align; }
        long int floor( long int n, long int align ) { return (n / align) * align; }
        unsigned long int floor( unsigned long int n, unsigned long int align ) { return (n / align) * align; }
        long long int floor( long long int n, long long int align ) { return (n / align) * align; }
        unsigned long long int floor( unsigned long long int n, unsigned long long int align ) { return (n / align) * align; }

        // forall( T | { T ?/?( T, T ); T ?*?( T, T ); } )
        // T floor( T n, T align ) { return (n / align) * align; }

        signed char ceiling_div( signed char n, char align ) { return (n + (align - 1hh)) / align; }
        unsigned char ceiling_div( unsigned char n, unsigned char align ) { return (n + (align - 1hhu)) / align; }
        short int ceiling_div( short int n, short int align ) { return (n + (align - 1h)) / align; }
        unsigned short int ceiling_div( unsigned short int n, unsigned short int align ) { return (n + (align - 1hu)) / align; }
        int ceiling_div( int n, int align ) { return (n + (align - 1n)) / align; }
        unsigned int ceiling_div( unsigned int n, unsigned int align ) { return (n + (align - 1nu)) / align; }
        long int ceiling_div( long int n, long int align ) { return (n + (align - 1l)) / align; }
        unsigned long int ceiling_div( unsigned long int n, unsigned long int align ) { return (n + (align - 1lu)) / align; }
        long long int ceiling_div( long long int n, long long int align ) { return (n + (align - 1ll)) / align; }
        unsigned long long int ceiling_div( unsigned long long int n, unsigned long long int align ) { return (n + (align - 1llu)) / align; }

        signed char ceiling( signed char n, char align ) {
                typeof(n) trunc = floor( n, align );
                return n < 0 || n == trunc ? trunc : trunc + align;
        }
        unsigned char ceiling( unsigned char n, unsigned char align ) {
                typeof(n) trunc = floor( n, align );
                return n == trunc ? trunc : trunc + align;
        }
        short int ceiling( short int n, short int align ) {
                typeof(n) trunc = floor( n, align );
                return n < 0 || n == trunc ? trunc : trunc + align;
        }
        unsigned short int ceiling( unsigned short int n, unsigned short int align ) {
                typeof(n) trunc = floor( n, align );
                return n == trunc ? trunc : trunc + align;
        }
        int ceiling( int n, int align ) {
                typeof(n) trunc = floor( n, align );
                return n < 0 || n == trunc ? trunc : trunc + align;
        }
        unsigned int ceiling( unsigned int n, unsigned int align ) {
                typeof(n) trunc = floor( n, align );
                return n == trunc ? trunc : trunc + align;
        }
        long int ceiling( long int n, long int align ) {
                typeof(n) trunc = floor( n, align );
                return n < 0 || n == trunc ? trunc : trunc + align;
        }
        unsigned long int ceiling( unsigned long int n, unsigned long int align ) {
                typeof(n) trunc = floor( n, align );
                return n == trunc ? trunc : trunc + align;
        }
        long long int ceiling( long long int n, signed long long int align ) {
                typeof(n) trunc = floor( n, align );
                return n < 0 || n == trunc ? trunc : trunc + align;
        }
        unsigned long long int ceiling( unsigned long long int n, unsigned long long int align ) {
                typeof(n) trunc = floor( n, align );
                return n == trunc ? trunc : trunc + align;
        }

        float floor( float x ) { return floorf( x ); }
        // extern "C" { double floor( double ); }
        long double floor( long double x ) { return floorl( x ); }

        float ceil( float x ) { return ceilf( x ); }
        // extern "C" { double ceil( double ); }
        long double ceil( long double x ) { return ceill( x ); }

        float trunc( float x ) { return truncf( x ); }
        // extern "C" { double trunc( double ); }
        long double trunc( long double x ) { return truncl( x ); }

        float rint( float x ) { return rintf( x ); }
        // extern "C" { double rint( double x ); }
        long double rint( long double x ) { return rintl( x ); }
        long int rint( float x ) { return lrintf( x ); }
        long int rint( double x ) { return lrint( x ); }
        long int rint( long double x ) { return lrintl( x ); }
        long long int rint( float x ) { return llrintf( x ); }
        long long int rint( double x ) { return llrint( x ); }
        long long int rint( long double x ) { return llrintl( x ); }

        long int lrint( float x ) { return lrintf( x ); }
        // extern "C" { long int lrint( double ); }
        long int lrint( long double x ) { return lrintl( x ); }
        long long int llrint( float x ) { return llrintf( x ); }
        // extern "C" { long long int llrint( double ); }
        long long int llrint( long double x ) { return llrintl( x ); }

        float nearbyint( float x ) { return nearbyintf( x ); }
        // extern "C" { double nearbyint( double ); }
        long double nearbyint( long double x ) { return nearbyintl( x ); }

        float round( float x ) { return roundf( x ); }
        // extern "C" { double round( double x ); }
        long double round( long double x ) { return roundl( x ); }
        long int round( float x ) { return lroundf( x ); }
        long int round( double x ) { return lround( x ); }
        long int round( long double x ) { return lroundl( x ); }
        long long int round( float x ) { return llroundf( x ); }
        long long int round( double x ) { return llround( x ); }
        long long int round( long double x ) { return llroundl( x ); }

        long int lround( float x ) { return lroundf( x ); }
        // extern "C" { long int lround( double ); }
        long int lround( long double x ) { return lroundl( x ); }
        long long int llround( float x ) { return llroundf( x ); }
        // extern "C" { long long int llround( double ); }
        long long int llround( long double x ) { return llroundl( x ); }
} // distribution

//---------------------- Manipulation ----------------------

static inline __attribute__((always_inline)) {
        float copysign( float x, float y ) { return copysignf( x, y ); }
        // extern "C" { double copysign( double, double ); }
        long double copysign( long double x, long double y ) { return copysignl( x, y ); }

        float frexp( float x, int * ip ) { return frexpf( x, ip ); }
        // extern "C" { double frexp( double, int * ); }
        long double frexp( long double x, int * ip ) { return frexpl( x, ip ); }

        float ldexp( float x, int exp2 ) { return ldexpf( x, exp2 ); }
        // extern "C" { double ldexp( double, int ); }
        long double ldexp( long double x, int exp2 ) { return ldexpl( x, exp2 ); }

        [ float, float ] modf( float x ) { float i; x = modff( x, &i ); return [ i, x ]; }
        float modf( float x, float * i ) { return modff( x, i ); }
        [ double, double ] modf( double x ) { double i; x = modf( x, &i ); return [ i, x ]; }
        // extern "C" { double modf( double, double * ); }
        [ long double, long double ] modf( long double x ) { long double i; x = modfl( x, &i ); return [ i, x ]; }
        long double modf( long double x, long double * i ) { return modfl( x, i ); }

        float nextafter( float x, float y ) { return nextafterf( x, y ); }
        // extern "C" { double nextafter( double, double ); }
        long double nextafter( long double x, long double y ) { return nextafterl( x, y ); }

        float nexttoward( float x, long double y ) { return nexttowardf( x, y ); }
        // extern "C" { double nexttoward( double, long double ); }
        long double nexttoward( long double x, long double y ) { return nexttowardl( x, y ); }

        float scalbn( float x, int exp ) { return scalbnf( x, exp ); }
        // extern "C" { double scalbn( double, int ); }
        long double scalbn( long double x, int exp ) { return scalbnl( x, exp ); }
        float scalbn( float x, long int exp ) { return scalblnf( x, exp ); }
        double scalbn( double x, long int exp ) { return scalbln( x, exp ); }
        long double scalbn( long double x, long int exp ) { return scalblnl( x, exp ); }

        float scalbln( float x, long int exp ) { return scalblnf( x, exp ); }
        // extern "C" { double scalbln( double, long int ); }
        long double scalbln( long double x, long int exp ) { return scalblnl( x, exp ); }
} // distribution

//---------------------------------------

static inline __attribute__((always_inline)) {
        forall( T | { void ?{}( T &, one_t ); T ?+?( T, T ); T ?-?( T, T );T ?*?( T, T ); } )
        T lerp( T x, T y, T a ) { return x * ((T){1} - a) + y * a; }

        forall( T | { void ?{}( T &, zero_t ); void ?{}( T &, one_t ); int ?<?( T, T ); } )
        T step( T edge, T x ) { return x < edge ? (T){0} : (T){1}; }

        forall( T | { void ?{}( T &, int ); T clamp( T, T, T ); T ?-?( T, T ); T ?*?( T, T ); T ?/?( T, T ); } )
        T smoothstep( T edge0, T edge1, T x ) { T t = clamp( (x - edge0) / (edge1 - edge0), (T){0}, (T){1} ); return t * t * ((T){3} - (T){2} * t); }
} // distribution

// Local Variables: //
// mode: c //
// tab-width: 4 //
// End: //