File size: 9,592 Bytes
00df61d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 | //===-- Single-precision erf(x) function ----------------------------------===//
//
// 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
//
//===----------------------------------------------------------------------===//
#include "src/math/erff.h"
#include "src/__support/FPUtil/FPBits.h"
#include "src/__support/FPUtil/PolyEval.h"
#include "src/__support/FPUtil/except_value_utils.h"
#include "src/__support/FPUtil/multiply_add.h"
#include "src/__support/common.h"
#include "src/__support/macros/config.h"
#include "src/__support/macros/optimization.h" // LIBC_UNLIKELY
namespace LIBC_NAMESPACE_DECL {
// Polynomials approximating erf(x)/x on ( k/8, (k + 1)/8 ) generated by Sollya
// with:
// > P = fpminimax(erf(x)/x, [|0, 2, 4, 6, 8, 10, 12, 14|], [|D...|],
// [k/8, (k + 1)/8]);
// for k = 0..31.
constexpr double COEFFS[32][8] = {
{0x1.20dd750429b6dp0, -0x1.812746b037753p-2, 0x1.ce2f219e8596ap-4,
-0x1.b82cdacb78fdap-6, 0x1.56479297dfda5p-8, -0x1.8b3ac5455ef02p-11,
-0x1.126fcac367e3bp-8, 0x1.2d0bdb3ba4984p-4},
{0x1.20dd750429b6dp0, -0x1.812746b0379a8p-2, 0x1.ce2f21a03cf2ap-4,
-0x1.b82ce30de083ep-6, 0x1.565bcad3eb60fp-8, -0x1.c02c66f659256p-11,
0x1.f92f673385229p-14, -0x1.def402648ae9p-17},
{0x1.20dd750429b34p0, -0x1.812746b032dcep-2, 0x1.ce2f219d84aaep-4,
-0x1.b82ce22dcf139p-6, 0x1.565b9efcd4af1p-8, -0x1.c021f1af414bcp-11,
0x1.f7c6d177eff82p-14, -0x1.c9e4410dcf865p-17},
{0x1.20dd750426eabp0, -0x1.812746ae592c7p-2, 0x1.ce2f211525f14p-4,
-0x1.b82ccc125e63fp-6, 0x1.56596f261cfd3p-8, -0x1.bfde1ff8eeecfp-11,
0x1.f31a9d15dc5d8p-14, -0x1.a5a4362844b3cp-17},
{0x1.20dd75039c705p0, -0x1.812746777e74dp-2, 0x1.ce2f17af98a1bp-4,
-0x1.b82be4b817cbep-6, 0x1.564bec2e2962ep-8, -0x1.bee86f9da3558p-11,
0x1.e9443689dc0ccp-14, -0x1.79c0f230805d8p-17},
{0x1.20dd74f811211p0, -0x1.81274371a3e8fp-2, 0x1.ce2ec038262e5p-4,
-0x1.b8265b82c5e1fp-6, 0x1.5615a2e239267p-8, -0x1.bc63ae023dcebp-11,
0x1.d87c2102f7e06p-14, -0x1.49584bea41d62p-17},
{0x1.20dd746d063e3p0, -0x1.812729a8a950fp-2, 0x1.ce2cb0a2df232p-4,
-0x1.b80eca1f51278p-6, 0x1.5572e26c46815p-8, -0x1.b715e5638b65ep-11,
0x1.bfbb195484968p-14, -0x1.177a565c15c52p-17},
{0x1.20dd701b44486p0, -0x1.812691145f237p-2, 0x1.ce23a06b8cfd9p-4,
-0x1.b7c1dc7245288p-6, 0x1.53e92f7f397ddp-8, -0x1.ad97cc4acf0b2p-11,
0x1.9f028b2b09b71p-14, -0x1.cdc4da08da8c1p-18},
{0x1.20dd5715ac332p0, -0x1.8123e680bd0ebp-2, 0x1.ce0457aded691p-4,
-0x1.b6f52d52bed4p-6, 0x1.50c291b84414cp-8, -0x1.9ea246b1ad4a9p-11,
0x1.77654674e0cap-14, -0x1.737c11a1bcebbp-18},
{0x1.20dce6593e114p0, -0x1.811a59c02eadcp-2, 0x1.cdab53c7cd7d5p-4,
-0x1.b526d2e321eedp-6, 0x1.4b1d32cd8b994p-8, -0x1.8963143ec0a1ep-11,
0x1.4ad5700e4db91p-14, -0x1.231e100e43ef2p-18},
{0x1.20db48bfd5a62p0, -0x1.80fdd84f9e308p-2, 0x1.ccd340d462983p-4,
-0x1.b196a2928768p-6, 0x1.4210c2c13a0f7p-8, -0x1.6dbdfb4ff71aep-11,
0x1.1bca2d17fbd71p-14, -0x1.bca36f90c7cf5p-19},
{0x1.20d64b2f8f508p0, -0x1.80b4d4f19fa8bp-2, 0x1.cb088197262e3p-4,
-0x1.ab51fd02e5b99p-6, 0x1.34e1e5e81a632p-8, -0x1.4c66377b502cep-11,
0x1.d9ad25066213cp-15, -0x1.4b0df7dd0cfa1p-19},
{0x1.20c8fc1243576p0, -0x1.8010cb2009e27p-2, 0x1.c7a47e9299315p-4,
-0x1.a155be5683654p-6, 0x1.233502694997bp-8, -0x1.26c94b7d813p-11,
0x1.8094f1de25fb9p-15, -0x1.e0e3d776c6eefp-20},
{0x1.20a9bd1611bc1p0, -0x1.7ec7fbce83f9p-2, 0x1.c1d757d7317b7p-4,
-0x1.92c160cd589fp-6, 0x1.0d307269cc5c2p-8, -0x1.fda5b0d2d1879p-12,
0x1.2fdd7b3b14a7fp-15, -0x1.54eed4a26af5ap-20},
{0x1.20682834f943dp0, -0x1.7c73f747bf5a9p-2, 0x1.b8c2db4a9ffd1p-4,
-0x1.7f0e4ffe989ecp-6, 0x1.e7061eae4166ep-9, -0x1.ad36e873fff2dp-12,
0x1.d39222396128ep-16, -0x1.d83dacec5ea6bp-21},
{0x1.1feb8d12676d7p0, -0x1.7898347284afep-2, 0x1.aba3466b34451p-4,
-0x1.663adc573e2f9p-6, 0x1.ae99fb17c3e08p-9, -0x1.602f950ad5535p-12,
0x1.5e9717490609dp-16, -0x1.3fca107bbc8d5p-21},
{0x1.1f12fe3c536fap0, -0x1.72b1d1f22e6d3p-2, 0x1.99fc0eed4a896p-4,
-0x1.48db0a87bd8c6p-6, 0x1.73e368895aa61p-9, -0x1.19b35d5301fc8p-12,
0x1.007987e4bb033p-16, -0x1.a7edcd4c2dc7p-22},
{0x1.1db7b0df84d5dp0, -0x1.6a4e4a41cde02p-2, 0x1.83bbded16455dp-4,
-0x1.2809b3b36977ep-6, 0x1.39c08bab44679p-9, -0x1.b7b45a70ed119p-13,
0x1.6e99b36410e7bp-17, -0x1.13619bb7ebc0cp-22},
{0x1.1bb1c85c4a527p0, -0x1.5f23b99a249a3p-2, 0x1.694c91fa0d12cp-4,
-0x1.053e1ce11c72dp-6, 0x1.02bf72c50ea78p-9, -0x1.4f478fb56cb02p-13,
0x1.005f80ecbe213p-17, -0x1.5f2446bde7f5bp-23},
{0x1.18dec3bd51f9dp0, -0x1.5123f58346186p-2, 0x1.4b8a1ca536ab4p-4,
-0x1.c4243015cc723p-7, 0x1.a1a8a01d351efp-10, -0x1.f466b34f1d86bp-14,
0x1.5f835eea0bf6ap-18, -0x1.b83165b939234p-24},
{0x1.152804c3369f4p0, -0x1.4084cd4afd4bcp-2, 0x1.2ba2e836e47aap-4,
-0x1.800f2dfc6904bp-7, 0x1.4a6daf0669c59p-10, -0x1.6e326ab872317p-14,
0x1.d9761a6a755a5p-19, -0x1.0fca33f9dd4b5p-24},
{0x1.1087ad68356aap0, -0x1.2dbb044707459p-2, 0x1.0aea8ceaa0384p-4,
-0x1.40b516d52b3d2p-7, 0x1.00c9e05f01d22p-10, -0x1.076afb0dc0ff7p-14,
0x1.39fadec400657p-19, -0x1.4b5761352e7e3p-25},
{0x1.0b0a7a8ba4a22p0, -0x1.196990d22d4a1p-2, 0x1.d5551e6ac0c4dp-5,
-0x1.07cce1770bd1ap-7, 0x1.890347b8848bfp-11, -0x1.757ec96750b6ap-15,
0x1.9b258a1e06bcep-20, -0x1.8fc6d22da7572p-26},
{0x1.04ce2be70fb47p0, -0x1.0449e4b0b9cacp-2, 0x1.97f7424f4b0e7p-5,
-0x1.ac825439c42f4p-8, 0x1.28f5f65426dfbp-11, -0x1.05b699a90f90fp-15,
0x1.0a888eecf4593p-20, -0x1.deace2b32bb31p-27},
{0x1.fbf9fb0e11cc8p-1, -0x1.de2640856545ap-3, 0x1.5f5b1f47f851p-5,
-0x1.588bc71eb41b9p-8, 0x1.bc6a0a772f56dp-12, -0x1.6b9fad1f1657ap-16,
0x1.573204ba66504p-21, -0x1.1d38065c94e44p-27},
{0x1.ed8f18c99e031p-1, -0x1.b4cb6acd903b4p-3, 0x1.2c7f3dddd6fc1p-5,
-0x1.13052067df4ep-8, 0x1.4a5027444082fp-12, -0x1.f672bab0e2554p-17,
0x1.b83c756348cc9p-22, -0x1.534f1a1079499p-28},
{0x1.debd33044166dp-1, -0x1.8d7cd9053f7d8p-3, 0x1.ff9957fb3d6e7p-6,
-0x1.b50be55de0f36p-9, 0x1.e92c8ec53a628p-13, -0x1.5a4b88d508007p-17,
0x1.1a27737559e26p-22, -0x1.942ae62cb2c14p-29},
{0x1.cfdbf0386f3bdp-1, -0x1.68e33d93b0dc4p-3, 0x1.b2683d58f53dep-6,
-0x1.5a9174e70d26fp-9, 0x1.69ddd326d49cdp-13, -0x1.dd8f397a8219cp-18,
0x1.6a755016ad4ddp-23, -0x1.e366e0139187dp-30},
{0x1.c132adb8d7464p-1, -0x1.475a899f61b46p-3, 0x1.70a431397a77cp-6,
-0x1.12e3d35beeee2p-9, 0x1.0c16b05738333p-13, -0x1.4a47f873e144ep-18,
0x1.d3d494c698c02p-24, -0x1.2302c59547fe5p-30},
{0x1.b2f5fd05555e7p-1, -0x1.28feefbe03ec7p-3, 0x1.3923acbb3a676p-6,
-0x1.b4ff793cd6358p-10, 0x1.8ea0eb8c913bcp-14, -0x1.cb31ec2baceb1p-19,
0x1.30011e7e80c04p-24, -0x1.617710635cb1dp-31},
{0x1.a54853cd9593ep-1, -0x1.0dbdbaea4dc8ep-3, 0x1.0a93e2c20a0fdp-6,
-0x1.5c969ff401ea8p-10, 0x1.29e0cc64fe627p-14, -0x1.4160d8e9d3c2ap-19,
0x1.8e7b67594624ap-25, -0x1.b1cf2c975b09bp-32},
{0x1.983ceece09ff8p-1, -0x1.eacc78f7a2dp-4, 0x1.c74418410655fp-7,
-0x1.1756a050e441ep-10, 0x1.bff3650f7f548p-15, -0x1.c56c0217d3adap-20,
0x1.07b4918d0b489p-25, -0x1.0d4be8c1c50f8p-32},
};
LLVM_LIBC_FUNCTION(float, erff, (float x)) {
using FPBits = typename fputil::FPBits<float>;
FPBits xbits(x);
uint32_t x_u = xbits.uintval();
uint32_t x_abs = x_u & 0x7fff'ffffU;
if (LIBC_UNLIKELY(x_abs >= 0x4080'0000U)) {
const float ONE[2] = {1.0f, -1.0f};
const float SMALL[2] = {-0x1.0p-25f, 0x1.0p-25f};
int sign = xbits.is_neg() ? 1 : 0;
if (LIBC_UNLIKELY(x_abs >= 0x7f80'0000U)) {
if (xbits.is_signaling_nan()) {
fputil::raise_except_if_required(FE_INVALID);
return FPBits::quiet_nan().get_val();
}
return (x_abs > 0x7f80'0000) ? x : ONE[sign];
}
return ONE[sign] + SMALL[sign];
}
#ifndef LIBC_MATH_HAS_SKIP_ACCURATE_PASS
// Exceptional mask = common 0 bits of 2 exceptional values.
constexpr uint32_t EXCEPT_MASK = 0x809a'6184U;
if (LIBC_UNLIKELY((x_abs & EXCEPT_MASK) == 0)) {
// Exceptional values
if (LIBC_UNLIKELY(x_abs == 0x3f65'9229U)) // |x| = 0x1.cb2452p-1f
return x < 0.0f ? fputil::round_result_slightly_down(-0x1.972ea8p-1f)
: fputil::round_result_slightly_up(0x1.972ea8p-1f);
if (LIBC_UNLIKELY(x_abs == 0x4004'1e6aU)) // |x| = 0x1.083cd4p+1f
return x < 0.0f ? fputil::round_result_slightly_down(-0x1.fe3462p-1f)
: fputil::round_result_slightly_up(0x1.fe3462p-1f);
if (x_abs == 0U)
return x;
}
#endif // !LIBC_MATH_HAS_SKIP_ACCURATE_PASS
// Polynomial approximation:
// erf(x) ~ x * (c0 + c1 * x^2 + c2 * x^4 + ... + c7 * x^14)
double xd = static_cast<double>(x);
double xsq = xd * xd;
const uint32_t EIGHT = 3 << FPBits::FRACTION_LEN;
int idx = static_cast<int>(FPBits(x_abs + EIGHT).get_val());
double x4 = xsq * xsq;
double c0 = fputil::multiply_add(xsq, COEFFS[idx][1], COEFFS[idx][0]);
double c1 = fputil::multiply_add(xsq, COEFFS[idx][3], COEFFS[idx][2]);
double c2 = fputil::multiply_add(xsq, COEFFS[idx][5], COEFFS[idx][4]);
double c3 = fputil::multiply_add(xsq, COEFFS[idx][7], COEFFS[idx][6]);
double x8 = x4 * x4;
double p0 = fputil::multiply_add(x4, c1, c0);
double p1 = fputil::multiply_add(x4, c3, c2);
return static_cast<float>(xd * fputil::multiply_add(x8, p1, p0));
}
} // namespace LIBC_NAMESPACE_DECL
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