Implementation of sinpi() and cospi() using standard C math library Implementation of sinpi() and cospi() using standard C math library c c

Implementation of sinpi() and cospi() using standard C math library


For simplicity, I will focus on sincospi(), which simultaneously provides both the sine and the cosine results. sinpi and cospi can then be constructed as wrapper functions that discard unneeded data. In many applications, the handling of floating-point flags (see fenv.h) is not required, nor do we need errno error reporting most of the time, so I will omit these.

The basic algorithmic structure is straightforward. As very large arguments are always even integers, and therefore thus multiples of 2π, their sine and cosine values are well-known. Other arguments are folded into range [-¼,+¼] while recording quadrant information. Polynomial minimax approximations are used to compute sine and cosine on the primary approximation interval. Finally, quadrant data is used to map the preliminary results to the final result by cyclical exchange of results and sign change.

The correct handling of special operands (in particular -0, infinities, and NaNs) requires the compiler to apply only optimizations that comply with IEEE-754 rules. It may not transform x*0.0 into 0.0 (this is not correct for -0, infinities, and NaNs) nor may it optimize 0.0-x into -x as negation is a bit-level operation according to section 5.5.1 of IEEE-754 (yielding different results for zeros and NaNs). Most compilers will offer a flag that enforces the use of "safe" transformations, e.g. -fp-model=precise for the Intel C/C++ compiler.

One additional caveat applies to the use of the nearbyint function during argument reduction. Like rint, this function is specified to round according to the current rounding mode. When fenv.h isn't used, the rounding mode defaults to round "to-nearest-or-even". When it is used, there is a risk that a directed rounding mode is in effect. This could be worked around by the use of round, which always provides the rounding mode "round to nearest, ties away from zero" independent of current rounding mode. However, this function will tend to be slower since it is not supported by an equivalent machine instruction on most processor architectures.

A note on performance: The C99 code below relies heavily on the use of fma(), which implements a fused multiply-add operation. On most modern hardware architectures, this is directly supported by a corresponding hardware instruction. Where this is not the case, the code may experience significant slow-down due to generally slow FMA emulation.

 #include <math.h> #include <stdint.h>/* Writes result sine result sin(πa) to the location pointed to by sp   Writes result cosine result cos(πa) to the location pointed to by cp   In extensive testing, no errors > 0.97 ulp were found in either the sine   or cosine results, suggesting the results returned are faithfully rounded.*/void my_sincospi (double a, double *sp, double *cp){    double c, r, s, t, az;    int64_t i;    az = a * 0.0; // must be evaluated with IEEE-754 semantics    /* for |a| >= 2**53, cospi(a) = 1.0, but cospi(Inf) = NaN */    a = (fabs (a) < 9.0071992547409920e+15) ? a : az;  // 0x1.0p53    /* reduce argument to primary approximation interval (-0.25, 0.25) */    r = nearbyint (a + a); // must use IEEE-754 "to nearest" rounding    i = (int64_t)r;    t = fma (-0.5, r, a);    /* compute core approximations */    s = t * t;    /* Approximate cos(pi*x) for x in [-0.25,0.25] */    r =            -1.0369917389758117e-4;    r = fma (r, s,  1.9294935641298806e-3);    r = fma (r, s, -2.5806887942825395e-2);    r = fma (r, s,  2.3533063028328211e-1);    r = fma (r, s, -1.3352627688538006e+0);    r = fma (r, s,  4.0587121264167623e+0);    r = fma (r, s, -4.9348022005446790e+0);    c = fma (r, s,  1.0000000000000000e+0);    /* Approximate sin(pi*x) for x in [-0.25,0.25] */    r =             4.6151442520157035e-4;    r = fma (r, s, -7.3700183130883555e-3);    r = fma (r, s,  8.2145868949323936e-2);    r = fma (r, s, -5.9926452893214921e-1);    r = fma (r, s,  2.5501640398732688e+0);    r = fma (r, s, -5.1677127800499516e+0);    s = s * t;    r = r * s;    s = fma (t, 3.1415926535897931e+0, r);    /* map results according to quadrant */    if (i & 2) {        s = 0.0 - s; // must be evaluated with IEEE-754 semantics        c = 0.0 - c; // must be evaluated with IEEE-754 semantics    }    if (i & 1) {         t = 0.0 - s; // must be evaluated with IEEE-754 semantics        s = c;        c = t;    }    /* IEEE-754: sinPi(+n) is +0 and sinPi(-n) is -0 for positive integers n */    if (a == floor (a)) s = az;    *sp = s;    *cp = c;}

The single-precision version differs basically only in the core approximations. Using exhaustive testing allows the precise determination of errors bounds.

#include <math.h>#include <stdint.h>/* Writes result sine result sin(πa) to the location pointed to by sp   Writes result cosine result cos(πa) to the location pointed to by cp   In exhaustive testing, the maximum error in sine results was 0.96677 ulp,   the maximum error in cosine results was 0.96563 ulp, meaning results are   faithfully rounded.*/void my_sincospif (float a, float *sp, float *cp){    float az, t, c, r, s;    int32_t i;    az = a * 0.0f; // must be evaluated with IEEE-754 semantics    /* for |a| > 2**24, cospi(a) = 1.0f, but cospi(Inf) = NaN */    a = (fabsf (a) < 0x1.0p24f) ? a : az;    r = nearbyintf (a + a); // must use IEEE-754 "to nearest" rounding    i = (int32_t)r;    t = fmaf (-0.5f, r, a);    /* compute core approximations */    s = t * t;    /* Approximate cos(pi*x) for x in [-0.25,0.25] */    r =              0x1.d9e000p-3f;    r = fmaf (r, s, -0x1.55c400p+0f);    r = fmaf (r, s,  0x1.03c1cep+2f);    r = fmaf (r, s, -0x1.3bd3ccp+2f);    c = fmaf (r, s,  0x1.000000p+0f);    /* Approximate sin(pi*x) for x in [-0.25,0.25] */    r =             -0x1.310000p-1f;    r = fmaf (r, s,  0x1.46737ep+1f);    r = fmaf (r, s, -0x1.4abbfep+2f);    r = (t * s) * r;    s = fmaf (t, 0x1.921fb6p+1f, r);    if (i & 2) {        s = 0.0f - s; // must be evaluated with IEEE-754 semantics        c = 0.0f - c; // must be evaluated with IEEE-754 semantics    }    if (i & 1) {        t = 0.0f - s; // must be evaluated with IEEE-754 semantics        s = c;        c = t;    }    /* IEEE-754: sinPi(+n) is +0 and sinPi(-n) is -0 for positive integers n */    if (a == floorf (a)) s = az;    *sp = s;    *cp = c;}