Author: Matt Arsenault Date: 2026-03-26T09:21:49+01:00 New Revision: 2f11484baa53b0cd95d2368b03d9cac5e8dae8a1
URL: https://github.com/llvm/llvm-project/commit/2f11484baa53b0cd95d2368b03d9cac5e8dae8a1 DIFF: https://github.com/llvm/llvm-project/commit/2f11484baa53b0cd95d2368b03d9cac5e8dae8a1.diff LOG: libclc: Update erf (#188569) This was originally ported from rocm device libs in c374cb76f467f01a3f60740703f995a0e1f7a89a. Merge in more recent changes. Also enables vectorization. Added: libclc/clc/lib/generic/math/clc_erf.inc Modified: libclc/clc/lib/generic/math/clc_erf.cl Removed: ################################################################################ diff --git a/libclc/clc/lib/generic/math/clc_erf.cl b/libclc/clc/lib/generic/math/clc_erf.cl index a2c1adbd37615..f8b0051d1724a 100644 --- a/libclc/clc/lib/generic/math/clc_erf.cl +++ b/libclc/clc/lib/generic/math/clc_erf.cl @@ -6,506 +6,15 @@ // //===----------------------------------------------------------------------===// -#include "clc/internal/clc.h" +#include "clc/math/clc_erf.h" + +#include "clc/clc_convert.h" +#include "clc/math/clc_copysign.h" #include "clc/math/clc_exp.h" #include "clc/math/clc_fabs.h" #include "clc/math/clc_fma.h" #include "clc/math/clc_mad.h" -#include "clc/math/math.h" #include "clc/relational/clc_isnan.h" -/* - * ==================================================== - * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved. - * - * Developed at SunPro, a Sun Microsystems, Inc. business. - * Permission to use, copy, modify, and distribute this - * software is freely granted, provided that this notice - * is preserved. - * ==================================================== - */ - -#define erx 8.4506291151e-01f /* 0x3f58560b */ - -// Coefficients for approximation to erf on [0, 0.84375] - -#define efx 1.2837916613e-01f /* 0x3e0375d4 */ -#define efx8 1.0270333290e+00f /* 0x3f8375d4 */ - -#define pp0 1.2837916613e-01f /* 0x3e0375d4 */ -#define pp1 -3.2504209876e-01f /* 0xbea66beb */ -#define pp2 -2.8481749818e-02f /* 0xbce9528f */ -#define pp3 -5.7702702470e-03f /* 0xbbbd1489 */ -#define pp4 -2.3763017452e-05f /* 0xb7c756b1 */ -#define qq1 3.9791721106e-01f /* 0x3ecbbbce */ -#define qq2 6.5022252500e-02f /* 0x3d852a63 */ -#define qq3 5.0813062117e-03f /* 0x3ba68116 */ -#define qq4 1.3249473704e-04f /* 0x390aee49 */ -#define qq5 -3.9602282413e-06f /* 0xb684e21a */ - -// Coefficients for approximation to erf in [0.84375, 1.25] - -#define pa0 -2.3621185683e-03f /* 0xbb1acdc6 */ -#define pa1 4.1485610604e-01f /* 0x3ed46805 */ -#define pa2 -3.7220788002e-01f /* 0xbebe9208 */ -#define pa3 3.1834661961e-01f /* 0x3ea2fe54 */ -#define pa4 -1.1089469492e-01f /* 0xbde31cc2 */ -#define pa5 3.5478305072e-02f /* 0x3d1151b3 */ -#define pa6 -2.1663755178e-03f /* 0xbb0df9c0 */ -#define qa1 1.0642088205e-01f /* 0x3dd9f331 */ -#define qa2 5.4039794207e-01f /* 0x3f0a5785 */ -#define qa3 7.1828655899e-02f /* 0x3d931ae7 */ -#define qa4 1.2617121637e-01f /* 0x3e013307 */ -#define qa5 1.3637083583e-02f /* 0x3c5f6e13 */ -#define qa6 1.1984500103e-02f /* 0x3c445aa3 */ - -// Coefficients for approximation to erfc in [1.25, 1/0.35] - -#define ra0 -9.8649440333e-03f /* 0xbc21a093 */ -#define ra1 -6.9385856390e-01f /* 0xbf31a0b7 */ -#define ra2 -1.0558626175e+01f /* 0xc128f022 */ -#define ra3 -6.2375331879e+01f /* 0xc2798057 */ -#define ra4 -1.6239666748e+02f /* 0xc322658c */ -#define ra5 -1.8460508728e+02f /* 0xc3389ae7 */ -#define ra6 -8.1287437439e+01f /* 0xc2a2932b */ -#define ra7 -9.8143291473e+00f /* 0xc11d077e */ -#define sa1 1.9651271820e+01f /* 0x419d35ce */ -#define sa2 1.3765776062e+02f /* 0x4309a863 */ -#define sa3 4.3456588745e+02f /* 0x43d9486f */ -#define sa4 6.4538726807e+02f /* 0x442158c9 */ -#define sa5 4.2900814819e+02f /* 0x43d6810b */ -#define sa6 1.0863500214e+02f /* 0x42d9451f */ -#define sa7 6.5702495575e+00f /* 0x40d23f7c */ -#define sa8 -6.0424413532e-02f /* 0xbd777f97 */ - -// Coefficients for approximation to erfc in [1/0.35, 28] - -#define rb0 -9.8649431020e-03f /* 0xbc21a092 */ -#define rb1 -7.9928326607e-01f /* 0xbf4c9dd4 */ -#define rb2 -1.7757955551e+01f /* 0xc18e104b */ -#define rb3 -1.6063638306e+02f /* 0xc320a2ea */ -#define rb4 -6.3756646729e+02f /* 0xc41f6441 */ -#define rb5 -1.0250950928e+03f /* 0xc480230b */ -#define rb6 -4.8351919556e+02f /* 0xc3f1c275 */ -#define sb1 3.0338060379e+01f /* 0x41f2b459 */ -#define sb2 3.2579251099e+02f /* 0x43a2e571 */ -#define sb3 1.5367296143e+03f /* 0x44c01759 */ -#define sb4 3.1998581543e+03f /* 0x4547fdbb */ -#define sb5 2.5530502930e+03f /* 0x451f90ce */ -#define sb6 4.7452853394e+02f /* 0x43ed43a7 */ -#define sb7 -2.2440952301e+01f /* 0xc1b38712 */ - -_CLC_OVERLOAD _CLC_DEF float __clc_erf(float x) { - int hx = __clc_as_uint(x); - float absx = __clc_fabs(x); - int ix = __clc_as_uint(absx); - - float x2 = absx * absx; - float t = 1.0f / x2; - float tt = absx - 1.0f; - t = absx < 1.25f ? tt : t; - t = absx < 0.84375f ? x2 : t; - - float u, v, tu, tv; - - // |x| < 6 - u = __clc_mad( - t, - __clc_mad( - t, - __clc_mad( - t, __clc_mad(t, __clc_mad(t, __clc_mad(t, rb6, rb5), rb4), rb3), - rb2), - rb1), - rb0); - v = __clc_mad( - t, - __clc_mad( - t, - __clc_mad( - t, __clc_mad(t, __clc_mad(t, __clc_mad(t, sb7, sb6), sb5), sb4), - sb3), - sb2), - sb1); - - tu = __clc_mad( - t, - __clc_mad( - t, - __clc_mad( - t, - __clc_mad( - t, - __clc_mad(t, __clc_mad(t, __clc_mad(t, ra7, ra6), ra5), ra4), - ra3), - ra2), - ra1), - ra0); - tv = __clc_mad( - t, - __clc_mad( - t, - __clc_mad( - t, - __clc_mad( - t, - __clc_mad(t, __clc_mad(t, __clc_mad(t, sa8, sa7), sa6), sa5), - sa4), - sa3), - sa2), - sa1); - u = absx < 0x1.6db6dcp+1f ? tu : u; - v = absx < 0x1.6db6dcp+1f ? tv : v; - - tu = __clc_mad( - t, - __clc_mad( - t, - __clc_mad( - t, __clc_mad(t, __clc_mad(t, __clc_mad(t, pa6, pa5), pa4), pa3), - pa2), - pa1), - pa0); - tv = __clc_mad( - t, - __clc_mad(t, __clc_mad(t, __clc_mad(t, __clc_mad(t, qa6, qa5), qa4), qa3), - qa2), - qa1); - u = absx < 1.25f ? tu : u; - v = absx < 1.25f ? tv : v; - - tu = __clc_mad( - t, __clc_mad(t, __clc_mad(t, __clc_mad(t, pp4, pp3), pp2), pp1), pp0); - tv = __clc_mad( - t, __clc_mad(t, __clc_mad(t, __clc_mad(t, qq5, qq4), qq3), qq2), qq1); - u = absx < 0.84375f ? tu : u; - v = absx < 0.84375f ? tv : v; - - v = __clc_mad(t, v, 1.0f); - float q = MATH_DIVIDE(u, v); - - float ret = 1.0f; - - // |x| < 6 - float z = __clc_as_float(ix & 0xfffff000); - float r = __clc_exp(-z * z) * __clc_exp(__clc_mad(z - absx, z + absx, q)); - r *= 0x1.23ba94p-1f; // exp(-0.5625) - r = 1.0f - MATH_DIVIDE(r, absx); - ret = absx < 6.0f ? r : ret; - - r = erx + q; - ret = absx < 1.25f ? r : ret; - - ret = __clc_as_float((hx & 0x80000000) | __clc_as_int(ret)); - - r = __clc_mad(x, q, x); - ret = absx < 0.84375f ? r : ret; - - // Prevent underflow - r = 0.125f * __clc_mad(8.0f, x, efx8 * x); - ret = absx < 0x1.0p-28f ? r : ret; - - ret = __clc_isnan(x) ? x : ret; - - return ret; -} - -#ifdef cl_khr_fp64 - -#pragma OPENCL EXTENSION cl_khr_fp64 : enable - -/* - * ==================================================== - * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved. - * - * Developed at SunPro, a Sun Microsystems, Inc. business. - * Permission to use, copy, modify, and distribute this - * software is freely granted, provided that this notice - * is preserved. - * ==================================================== - */ - -/* double erf(double x) - * double erfc(double x) - * x - * 2 |\ - * erf(x) = --------- | exp(-t*t)dt - * sqrt(pi) \| - * 0 - * - * erfc(x) = 1-erf(x) - * Note that - * erf(-x) = -erf(x) - * erfc(-x) = 2 - erfc(x) - * - * Method: - * 1. For |x| in [0, 0.84375] - * erf(x) = x + x*R(x^2) - * erfc(x) = 1 - erf(x) if x in [-.84375,0.25] - * = 0.5 + ((0.5-x)-x*R) if x in [0.25,0.84375] - * where R = P/Q where P is an odd poly of degree 8 and - * Q is an odd poly of degree 10. - * -57.90 - * | R - (erf(x)-x)/x | <= 2 - * - * - * Remark. The formula is derived by noting - * erf(x) = (2/sqrt(pi))*(x - x^3/3 + x^5/10 - x^7/42 + ....) - * and that - * 2/sqrt(pi) = 1.128379167095512573896158903121545171688 - * is close to one. The interval is chosen because the fix - * point of erf(x) is near 0.6174 (i.e., erf(x)=x when x is - * near 0.6174), and by some experiment, 0.84375 is chosen to - * guarantee the error is less than one ulp for erf. - * - * 2. For |x| in [0.84375,1.25], let s = |x| - 1, and - * c = 0.84506291151 rounded to single (24 bits) - * erf(x) = sign(x) * (c + P1(s)/Q1(s)) - * erfc(x) = (1-c) - P1(s)/Q1(s) if x > 0 - * 1+(c+P1(s)/Q1(s)) if x < 0 - * |P1/Q1 - (erf(|x|)-c)| <= 2**-59.06 - * Remark: here we use the taylor series expansion at x=1. - * erf(1+s) = erf(1) + s*Poly(s) - * = 0.845.. + P1(s)/Q1(s) - * That is, we use rational approximation to approximate - * erf(1+s) - (c = (single)0.84506291151) - * Note that |P1/Q1|< 0.078 for x in [0.84375,1.25] - * where - * P1(s) = degree 6 poly in s - * Q1(s) = degree 6 poly in s - * - * 3. For x in [1.25,1/0.35(~2.857143)], - * erfc(x) = (1/x)*exp(-x*x-0.5625+R1/S1) - * erf(x) = 1 - erfc(x) - * where - * R1(z) = degree 7 poly in z, (z=1/x^2) - * S1(z) = degree 8 poly in z - * - * 4. For x in [1/0.35,28] - * erfc(x) = (1/x)*exp(-x*x-0.5625+R2/S2) if x > 0 - * = 2.0 - (1/x)*exp(-x*x-0.5625+R2/S2) if -6<x<0 - * = 2.0 - tiny (if x <= -6) - * erf(x) = sign(x)*(1.0 - erfc(x)) if x < 6, else - * erf(x) = sign(x)*(1.0 - tiny) - * where - * R2(z) = degree 6 poly in z, (z=1/x^2) - * S2(z) = degree 7 poly in z - * - * Note1: - * To compute exp(-x*x-0.5625+R/S), let s be a single - * precision number and s := x; then - * -x*x = -s*s + (s-x)*(s+x) - * exp(-x*x-0.5626+R/S) = - * exp(-s*s-0.5625)*exp((s-x)*(s+x)+R/S); - * Note2: - * Here 4 and 5 make use of the asymptotic series - * exp(-x*x) - * erfc(x) ~ ---------- * ( 1 + Poly(1/x^2) ) - * x*sqrt(pi) - * We use rational approximation to approximate - * g(s)=f(1/x^2) = log(erfc(x)*x) - x*x + 0.5625 - * Here is the error bound for R1/S1 and R2/S2 - * |R1/S1 - f(x)| < 2**(-62.57) - * |R2/S2 - f(x)| < 2**(-61.52) - * - * 5. For inf > x >= 28 - * erf(x) = sign(x) *(1 - tiny) (raise inexact) - * erfc(x) = tiny*tiny (raise underflow) if x > 0 - * = 2 - tiny if x<0 - * - * 7. Special case: - * erf(0) = 0, erf(inf) = 1, erf(-inf) = -1, - * erfc(0) = 1, erfc(inf) = 0, erfc(-inf) = 2, - * erfc/erf(NaN) is NaN - */ - -#define AU0 -9.86494292470009928597e-03 -#define AU1 -7.99283237680523006574e-01 -#define AU2 -1.77579549177547519889e+01 -#define AU3 -1.60636384855821916062e+02 -#define AU4 -6.37566443368389627722e+02 -#define AU5 -1.02509513161107724954e+03 -#define AU6 -4.83519191608651397019e+02 - -#define AV1 3.03380607434824582924e+01 -#define AV2 3.25792512996573918826e+02 -#define AV3 1.53672958608443695994e+03 -#define AV4 3.19985821950859553908e+03 -#define AV5 2.55305040643316442583e+03 -#define AV6 4.74528541206955367215e+02 -#define AV7 -2.24409524465858183362e+01 - -#define BU0 -9.86494403484714822705e-03 -#define BU1 -6.93858572707181764372e-01 -#define BU2 -1.05586262253232909814e+01 -#define BU3 -6.23753324503260060396e+01 -#define BU4 -1.62396669462573470355e+02 -#define BU5 -1.84605092906711035994e+02 -#define BU6 -8.12874355063065934246e+01 -#define BU7 -9.81432934416914548592e+00 - -#define BV1 1.96512716674392571292e+01 -#define BV2 1.37657754143519042600e+02 -#define BV3 4.34565877475229228821e+02 -#define BV4 6.45387271733267880336e+02 -#define BV5 4.29008140027567833386e+02 -#define BV6 1.08635005541779435134e+02 -#define BV7 6.57024977031928170135e+00 -#define BV8 -6.04244152148580987438e-02 - -#define CU0 -2.36211856075265944077e-03 -#define CU1 4.14856118683748331666e-01 -#define CU2 -3.72207876035701323847e-01 -#define CU3 3.18346619901161753674e-01 -#define CU4 -1.10894694282396677476e-01 -#define CU5 3.54783043256182359371e-02 -#define CU6 -2.16637559486879084300e-03 - -#define CV1 1.06420880400844228286e-01 -#define CV2 5.40397917702171048937e-01 -#define CV3 7.18286544141962662868e-02 -#define CV4 1.26171219808761642112e-01 -#define CV5 1.36370839120290507362e-02 -#define CV6 1.19844998467991074170e-02 - -#define DU0 1.28379167095512558561e-01 -#define DU1 -3.25042107247001499370e-01 -#define DU2 -2.84817495755985104766e-02 -#define DU3 -5.77027029648944159157e-03 -#define DU4 -2.37630166566501626084e-05 - -#define DV1 3.97917223959155352819e-01 -#define DV2 6.50222499887672944485e-02 -#define DV3 5.08130628187576562776e-03 -#define DV4 1.32494738004321644526e-04 -#define DV5 -3.96022827877536812320e-06 - -_CLC_OVERLOAD _CLC_DEF double __clc_erf(double y) { - double x = __clc_fabs(y); - double x2 = x * x; - double xm1 = x - 1.0; - - // Poly variable - double t = 1.0 / x2; - t = x < 1.25 ? xm1 : t; - t = x < 0.84375 ? x2 : t; - - double u, ut, v, vt; - - // Evaluate rational poly - // XXX We need to see of we can grab 16 coefficents from a table - // faster than evaluating 3 of the poly pairs - // if (x < 6.0) - u = __clc_fma( - t, - __clc_fma( - t, - __clc_fma( - t, __clc_fma(t, __clc_fma(t, __clc_fma(t, AU6, AU5), AU4), AU3), - AU2), - AU1), - AU0); - v = __clc_fma( - t, - __clc_fma( - t, - __clc_fma( - t, __clc_fma(t, __clc_fma(t, __clc_fma(t, AV7, AV6), AV5), AV4), - AV3), - AV2), - AV1); - - ut = __clc_fma( - t, - __clc_fma( - t, - __clc_fma( - t, - __clc_fma( - t, - __clc_fma(t, __clc_fma(t, __clc_fma(t, BU7, BU6), BU5), BU4), - BU3), - BU2), - BU1), - BU0); - vt = __clc_fma( - t, - __clc_fma( - t, - __clc_fma( - t, - __clc_fma( - t, - __clc_fma(t, __clc_fma(t, __clc_fma(t, BV8, BV7), BV6), BV5), - BV4), - BV3), - BV2), - BV1); - u = x < 0x1.6db6ep+1 ? ut : u; - v = x < 0x1.6db6ep+1 ? vt : v; - - ut = __clc_fma( - t, - __clc_fma( - t, - __clc_fma( - t, __clc_fma(t, __clc_fma(t, __clc_fma(t, CU6, CU5), CU4), CU3), - CU2), - CU1), - CU0); - vt = __clc_fma( - t, - __clc_fma(t, __clc_fma(t, __clc_fma(t, __clc_fma(t, CV6, CV5), CV4), CV3), - CV2), - CV1); - u = x < 1.25 ? ut : u; - v = x < 1.25 ? vt : v; - - ut = __clc_fma( - t, __clc_fma(t, __clc_fma(t, __clc_fma(t, DU4, DU3), DU2), DU1), DU0); - vt = __clc_fma( - t, __clc_fma(t, __clc_fma(t, __clc_fma(t, DV5, DV4), DV3), DV2), DV1); - u = x < 0.84375 ? ut : u; - v = x < 0.84375 ? vt : v; - - v = __clc_fma(t, v, 1.0); - - // Compute rational approximation - double q = u / v; - - // Compute results - double z = __clc_as_double(__clc_as_long(x) & 0xffffffff00000000L); - double r = __clc_exp(-z * z - 0.5625) * __clc_exp((z - x) * (z + x) + q); - r = 1.0 - r / x; - - double ret = x < 6.0 ? r : 1.0; - - r = 8.45062911510467529297e-01 + q; - ret = x < 1.25 ? r : ret; - - q = x < 0x1.0p-28 ? 1.28379167095512586316e-01 : q; - - r = __clc_fma(x, q, x); - ret = x < 0.84375 ? r : ret; - - ret = __clc_isnan(x) ? x : ret; - - return y < 0.0 ? -ret : ret; -} - -#endif - -#ifdef cl_khr_fp16 - -#pragma OPENCL EXTENSION cl_khr_fp16 : enable - -// Forward the half version of this builtin onto the float one -_CLC_OVERLOAD _CLC_DEF half __clc_erf(half x) { - return (half)__clc_erf((float)x); -} - -#endif - -#define __CLC_FUNCTION __clc_erf -#define __CLC_BODY "clc/shared/unary_def_scalarize_loop.inc" +#define __CLC_BODY "clc_erf.inc" #include "clc/math/gentype.inc" diff --git a/libclc/clc/lib/generic/math/clc_erf.inc b/libclc/clc/lib/generic/math/clc_erf.inc new file mode 100644 index 0000000000000..e44a6b181142f --- /dev/null +++ b/libclc/clc/lib/generic/math/clc_erf.inc @@ -0,0 +1,208 @@ +//===----------------------------------------------------------------------===// +// +// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. +// See https://llvm.org/LICENSE.txt for license information. +// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception +// +//===----------------------------------------------------------------------===// + +/* + * ==================================================== + * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved. + * + * Developed at SunPro, a Sun Microsystems, Inc. business. + * Permission to use, copy, modify, and distribute this + * software is freely granted, provided that this notice + * is preserved. + * ==================================================== + */ + +/* double erf(double x) + * double erfc(double x) + * x + * 2 |\ + * erf(x) = --------- | exp(-t*t)dt + * sqrt(pi) \| + * 0 + * + * erfc(x) = 1-erf(x) + * Note that + * erf(-x) = -erf(x) + * erfc(-x) = 2 - erfc(x) + * + * Method: + * 1. For |x| in [0, 0.84375] + * erf(x) = x + x*R(x^2) + * erfc(x) = 1 - erf(x) if x in [-.84375,0.25] + * = 0.5 + ((0.5-x)-x*R) if x in [0.25,0.84375] + * where R = P/Q where P is an odd poly of degree 8 and + * Q is an odd poly of degree 10. + * -57.90 + * | R - (erf(x)-x)/x | <= 2 + * + * + * Remark. The formula is derived by noting + * erf(x) = (2/sqrt(pi))*(x - x^3/3 + x^5/10 - x^7/42 + ....) + * and that + * 2/sqrt(pi) = 1.128379167095512573896158903121545171688 + * is close to one. The interval is chosen because the fix + * point of erf(x) is near 0.6174 (i.e., erf(x)=x when x is + * near 0.6174), and by some experiment, 0.84375 is chosen to + * guarantee the error is less than one ulp for erf. + * + * 2. For |x| in [0.84375,1.25], let s = |x| - 1, and + * c = 0.84506291151 rounded to single (24 bits) + * erf(x) = sign(x) * (c + P1(s)/Q1(s)) + * erfc(x) = (1-c) - P1(s)/Q1(s) if x > 0 + * 1+(c+P1(s)/Q1(s)) if x < 0 + * |P1/Q1 - (erf(|x|)-c)| <= 2**-59.06 + * Remark: here we use the taylor series expansion at x=1. + * erf(1+s) = erf(1) + s*Poly(s) + * = 0.845.. + P1(s)/Q1(s) + * That is, we use rational approximation to approximate + * erf(1+s) - (c = (single)0.84506291151) + * Note that |P1/Q1|< 0.078 for x in [0.84375,1.25] + * where + * P1(s) = degree 6 poly in s + * Q1(s) = degree 6 poly in s + * + * 3. For x in [1.25,1/0.35(~2.857143)], + * erfc(x) = (1/x)*exp(-x*x-0.5625+R1/S1) + * erf(x) = 1 - erfc(x) + * where + * R1(z) = degree 7 poly in z, (z=1/x^2) + * S1(z) = degree 8 poly in z + * + * 4. For x in [1/0.35,28] + * erfc(x) = (1/x)*exp(-x*x-0.5625+R2/S2) if x > 0 + * = 2.0 - (1/x)*exp(-x*x-0.5625+R2/S2) if -6<x<0 + * = 2.0 - tiny (if x <= -6) + * erf(x) = sign(x)*(1.0 - erfc(x)) if x < 6, else + * erf(x) = sign(x)*(1.0 - tiny) + * where + * R2(z) = degree 6 poly in z, (z=1/x^2) + * S2(z) = degree 7 poly in z + * + * Note1: + * To compute exp(-x*x-0.5625+R/S), let s be a single + * precision number and s := x; then + * -x*x = -s*s + (s-x)*(s+x) + * exp(-x*x-0.5626+R/S) = + * exp(-s*s-0.5625)*exp((s-x)*(s+x)+R/S); + * Note2: + * Here 4 and 5 make use of the asymptotic series + * exp(-x*x) + * erfc(x) ~ ---------- * ( 1 + Poly(1/x^2) ) + * x*sqrt(pi) + * We use rational approximation to approximate + * g(s)=f(1/x^2) = log(erfc(x)*x) - x*x + 0.5625 + * Here is the error bound for R1/S1 and R2/S2 + * |R1/S1 - f(x)| < 2**(-62.57) + * |R2/S2 - f(x)| < 2**(-61.52) + * + * 5. For inf > x >= 28 + * erf(x) = sign(x) *(1 - tiny) (raise inexact) + * erfc(x) = tiny*tiny (raise underflow) if x > 0 + * = 2 - tiny if x<0 + * + * 7. Special case: + * erf(0) = 0, erf(inf) = 1, erf(-inf) = -1, + * erfc(0) = 1, erfc(inf) = 0, erfc(-inf) = 2, + * erfc/erf(NaN) is NaN + */ + +#pragma OPENCL FP_CONTRACT OFF + +#if __CLC_FPSIZE == 32 + +static _CLC_OVERLOAD _CLC_CONST __CLC_FLOATN __clc_erf_lt_1(__CLC_FLOATN ax) { + __CLC_FLOATN t = ax * ax; + + __CLC_FLOATN u0 = __clc_mad(t, -0x1.268bc2p-11f, 0x1.420828p-8f); + __CLC_FLOATN u1 = __clc_mad(t, u0, -0x1.b5937p-6f); + __CLC_FLOATN u2 = __clc_mad(t, u1, 0x1.ce077cp-4f); + __CLC_FLOATN u3 = __clc_mad(t, u2, -0x1.81266p-2f); + __CLC_FLOATN p = __clc_mad(t, u3, 0x1.06eba0p-3f); + + return __clc_fma(ax, p, ax); +} + +static _CLC_OVERLOAD _CLC_CONST __CLC_FLOATN __clc_erf_ge_1(__CLC_FLOATN ax) { + __CLC_FLOATN u0 = __clc_mad(ax, 0x1.1d3156p-16f, -0x1.8d129p-12f); + __CLC_FLOATN u1 = __clc_mad(ax, u0, 0x1.f9a6d2p-9f); + __CLC_FLOATN u2 = __clc_mad(ax, u1, -0x1.8c3164p-6f); + __CLC_FLOATN u3 = __clc_mad(ax, u2, 0x1.b4e9c8p-4f); + __CLC_FLOATN u4 = __clc_mad(ax, u3, 0x1.4515fap-1f); + __CLC_FLOATN p = __clc_mad(ax, u4, 0x1.078e50p-3f); + + return 1.0f - __clc_exp(-__clc_fma(ax, p, ax)); +} + +_CLC_DEF _CLC_OVERLOAD _CLC_CONST __CLC_FLOATN __clc_erf(__CLC_FLOATN x) { + __CLC_FLOATN ax = __clc_fabs(x); + __CLC_FLOATN ret = ax < 1.0f ? __clc_erf_lt_1(ax) : __clc_erf_ge_1(ax); + return __clc_copysign(ret, x); +} + +#elif __CLC_FPSIZE == 64 + +static _CLC_OVERLOAD _CLC_CONST __CLC_DOUBLEN __clc_erf_lt_1(__CLC_DOUBLEN ax) { + __CLC_DOUBLEN t = ax * ax; + + __CLC_DOUBLEN u0 = + __clc_mad(t, -0x1.ab15c51d2ebebp-31, 0x1.d6e3ddfeb1f49p-27); + __CLC_DOUBLEN u1 = __clc_mad(t, u0, -0x1.5bfe76384472p-23); + __CLC_DOUBLEN u2 = __clc_mad(t, u1, 0x1.b97e44280cfb9p-20); + __CLC_DOUBLEN u3 = __clc_mad(t, u2, -0x1.f4ca204c771c5p-17); + __CLC_DOUBLEN u4 = __clc_mad(t, u3, 0x1.f9a2b75531772p-14); + __CLC_DOUBLEN u5 = __clc_mad(t, u4, -0x1.c02db0149d904p-11); + __CLC_DOUBLEN u6 = __clc_mad(t, u5, 0x1.565bccf7e2856p-8); + __CLC_DOUBLEN u7 = __clc_mad(t, u6, -0x1.b82ce311ee09bp-6); + __CLC_DOUBLEN u8 = __clc_mad(t, u7, 0x1.ce2f21a0408d1p-4); + __CLC_DOUBLEN u9 = __clc_mad(t, u8, -0x1.812746b0379b2p-2); + __CLC_DOUBLEN p = __clc_mad(t, u9, 0x1.06eba8214db68p-3); + + return __clc_mad(ax, p, ax); +} + +static _CLC_OVERLOAD _CLC_CONST __CLC_DOUBLEN __clc_erf_ge_1(__CLC_DOUBLEN ax) { + __CLC_DOUBLEN t0 = + __clc_mad(ax, 0x1.98d37c14b24bep-58, -0x1.145a3502a41cdp-51); + __CLC_DOUBLEN t1 = __clc_mad(ax, t0, 0x1.62deed735f9ecp-46); + __CLC_DOUBLEN t2 = __clc_mad(ax, t1, -0x1.1ffe55552ca22p-41); + __CLC_DOUBLEN t3 = __clc_mad(ax, t2, 0x1.4b9ba7074b644p-37); + __CLC_DOUBLEN t4 = __clc_mad(ax, t3, -0x1.20345a78ce24p-33); + __CLC_DOUBLEN t5 = __clc_mad(ax, t4, 0x1.88b7a0cefddd8p-30); + __CLC_DOUBLEN t6 = __clc_mad(ax, t5, -0x1.aded48c94b617p-27); + __CLC_DOUBLEN t7 = __clc_mad(ax, t6, 0x1.803aa312306dp-24); + __CLC_DOUBLEN t8 = __clc_mad(ax, t7, -0x1.1b0106f4c5a9bp-21); + __CLC_DOUBLEN t9 = __clc_mad(ax, t8, 0x1.58c0e7cfd79aep-19); + __CLC_DOUBLEN t10 = __clc_mad(ax, t9, -0x1.59e386410fdf7p-17); + __CLC_DOUBLEN t11 = __clc_mad(ax, t10, 0x1.192fc1f9b1786p-15); + __CLC_DOUBLEN t12 = __clc_mad(ax, t11, -0x1.62cf3f4634b2ep-14); + __CLC_DOUBLEN t13 = __clc_mad(ax, t12, 0x1.314dfb42f7e4bp-13); + __CLC_DOUBLEN t14 = __clc_mad(ax, t13, -0x1.2cb68c047288ap-14); + __CLC_DOUBLEN t15 = __clc_mad(ax, t14, -0x1.038ff7bbcce25p-11); + __CLC_DOUBLEN t16 = __clc_mad(ax, t15, 0x1.a9466ae1babaep-10); + __CLC_DOUBLEN t17 = __clc_mad(ax, t16, -0x1.58be1e65a6063p-13); + __CLC_DOUBLEN t18 = __clc_mad(ax, t17, -0x1.39bc16738ee3ap-6); + __CLC_DOUBLEN t19 = __clc_mad(ax, t18, 0x1.a4fbc28146b69p-4); + __CLC_DOUBLEN t20 = __clc_mad(ax, t19, 0x1.45f2da69750c4p-1); + __CLC_DOUBLEN p = __clc_mad(ax, t20, 0x1.06ebb919fcca8p-3); + + return 1.0 - __clc_exp(-__clc_mad(ax, p, ax)); +} + +_CLC_DEF _CLC_OVERLOAD _CLC_CONST __CLC_DOUBLEN __clc_erf(__CLC_DOUBLEN x) { + __CLC_DOUBLEN ax = __clc_fabs(x); + __CLC_DOUBLEN ret = ax < 1.0 ? __clc_erf_lt_1(ax) : __clc_erf_ge_1(ax); + return __clc_copysign(ret, x); +} + +#elif __CLC_FPSIZE == 16 + +_CLC_DEF _CLC_OVERLOAD _CLC_CONST __CLC_HALFN __clc_erf(__CLC_HALFN x) { + return __CLC_CONVERT_HALFN(__clc_erf(__CLC_CONVERT_FLOATN(x))); +} + +#endif _______________________________________________ cfe-commits mailing list [email protected] https://lists.llvm.org/cgi-bin/mailman/listinfo/cfe-commits
