[337] | 1 | /* origin: FreeBSD /usr/src/lib/msun/src/s_erf.c */
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| 2 | /*
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| 3 | * ====================================================
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| 4 | * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved.
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| 5 | *
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| 6 | * Developed at SunPro, a Sun Microsystems, Inc. business.
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| 7 | * Permission to use, copy, modify, and distribute this
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| 8 | * software is freely granted, provided that this notice
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| 9 | * is preserved.
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| 10 | * ====================================================
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| 11 | */
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| 12 | /* double erf(double x)
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| 13 | * double erfc(double x)
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| 14 | * x
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| 15 | * 2 |\
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| 16 | * erf(x) = --------- | exp(-t*t)dt
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| 17 | * sqrt(pi) \|
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| 18 | * 0
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| 19 | *
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| 20 | * erfc(x) = 1-erf(x)
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| 21 | * Note that
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| 22 | * erf(-x) = -erf(x)
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| 23 | * erfc(-x) = 2 - erfc(x)
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| 24 | *
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| 25 | * Method:
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| 26 | * 1. For |x| in [0, 0.84375]
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| 27 | * erf(x) = x + x*R(x^2)
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| 28 | * erfc(x) = 1 - erf(x) if x in [-.84375,0.25]
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| 29 | * = 0.5 + ((0.5-x)-x*R) if x in [0.25,0.84375]
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| 30 | * where R = P/Q where P is an odd poly of degree 8 and
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| 31 | * Q is an odd poly of degree 10.
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| 32 | * -57.90
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| 33 | * | R - (erf(x)-x)/x | <= 2
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| 34 | *
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| 35 | *
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| 36 | * Remark. The formula is derived by noting
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| 37 | * erf(x) = (2/sqrt(pi))*(x - x^3/3 + x^5/10 - x^7/42 + ....)
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| 38 | * and that
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| 39 | * 2/sqrt(pi) = 1.128379167095512573896158903121545171688
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| 40 | * is close to one. The interval is chosen because the fix
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| 41 | * point of erf(x) is near 0.6174 (i.e., erf(x)=x when x is
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| 42 | * near 0.6174), and by some experiment, 0.84375 is chosen to
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| 43 | * guarantee the error is less than one ulp for erf.
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| 44 | *
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| 45 | * 2. For |x| in [0.84375,1.25], let s = |x| - 1, and
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| 46 | * c = 0.84506291151 rounded to single (24 bits)
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| 47 | * erf(x) = sign(x) * (c + P1(s)/Q1(s))
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| 48 | * erfc(x) = (1-c) - P1(s)/Q1(s) if x > 0
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| 49 | * 1+(c+P1(s)/Q1(s)) if x < 0
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| 50 | * |P1/Q1 - (erf(|x|)-c)| <= 2**-59.06
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| 51 | * Remark: here we use the taylor series expansion at x=1.
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| 52 | * erf(1+s) = erf(1) + s*Poly(s)
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| 53 | * = 0.845.. + P1(s)/Q1(s)
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| 54 | * That is, we use rational approximation to approximate
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| 55 | * erf(1+s) - (c = (single)0.84506291151)
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| 56 | * Note that |P1/Q1|< 0.078 for x in [0.84375,1.25]
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| 57 | * where
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| 58 | * P1(s) = degree 6 poly in s
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| 59 | * Q1(s) = degree 6 poly in s
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| 60 | *
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| 61 | * 3. For x in [1.25,1/0.35(~2.857143)],
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| 62 | * erfc(x) = (1/x)*exp(-x*x-0.5625+R1/S1)
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| 63 | * erf(x) = 1 - erfc(x)
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| 64 | * where
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| 65 | * R1(z) = degree 7 poly in z, (z=1/x^2)
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| 66 | * S1(z) = degree 8 poly in z
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| 67 | *
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| 68 | * 4. For x in [1/0.35,28]
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| 69 | * erfc(x) = (1/x)*exp(-x*x-0.5625+R2/S2) if x > 0
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| 70 | * = 2.0 - (1/x)*exp(-x*x-0.5625+R2/S2) if -6<x<0
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| 71 | * = 2.0 - tiny (if x <= -6)
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| 72 | * erf(x) = sign(x)*(1.0 - erfc(x)) if x < 6, else
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| 73 | * erf(x) = sign(x)*(1.0 - tiny)
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| 74 | * where
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| 75 | * R2(z) = degree 6 poly in z, (z=1/x^2)
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| 76 | * S2(z) = degree 7 poly in z
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| 77 | *
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| 78 | * Note1:
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| 79 | * To compute exp(-x*x-0.5625+R/S), let s be a single
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| 80 | * precision number and s := x; then
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| 81 | * -x*x = -s*s + (s-x)*(s+x)
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| 82 | * exp(-x*x-0.5626+R/S) =
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| 83 | * exp(-s*s-0.5625)*exp((s-x)*(s+x)+R/S);
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| 84 | * Note2:
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| 85 | * Here 4 and 5 make use of the asymptotic series
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| 86 | * exp(-x*x)
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| 87 | * erfc(x) ~ ---------- * ( 1 + Poly(1/x^2) )
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| 88 | * x*sqrt(pi)
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| 89 | * We use rational approximation to approximate
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| 90 | * g(s)=f(1/x^2) = log(erfc(x)*x) - x*x + 0.5625
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| 91 | * Here is the error bound for R1/S1 and R2/S2
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| 92 | * |R1/S1 - f(x)| < 2**(-62.57)
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| 93 | * |R2/S2 - f(x)| < 2**(-61.52)
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| 94 | *
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| 95 | * 5. For inf > x >= 28
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| 96 | * erf(x) = sign(x) *(1 - tiny) (raise inexact)
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| 97 | * erfc(x) = tiny*tiny (raise underflow) if x > 0
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| 98 | * = 2 - tiny if x<0
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| 99 | *
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| 100 | * 7. Special case:
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| 101 | * erf(0) = 0, erf(inf) = 1, erf(-inf) = -1,
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| 102 | * erfc(0) = 1, erfc(inf) = 0, erfc(-inf) = 2,
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| 103 | * erfc/erf(NaN) is NaN
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| 104 | */
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| 105 |
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| 106 | #include "libm.h"
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| 107 |
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| 108 | static const double
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| 109 | erx = 8.45062911510467529297e-01, /* 0x3FEB0AC1, 0x60000000 */
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| 110 | /*
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| 111 | * Coefficients for approximation to erf on [0,0.84375]
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| 112 | */
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| 113 | efx8 = 1.02703333676410069053e+00, /* 0x3FF06EBA, 0x8214DB69 */
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| 114 | pp0 = 1.28379167095512558561e-01, /* 0x3FC06EBA, 0x8214DB68 */
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| 115 | pp1 = -3.25042107247001499370e-01, /* 0xBFD4CD7D, 0x691CB913 */
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| 116 | pp2 = -2.84817495755985104766e-02, /* 0xBF9D2A51, 0xDBD7194F */
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| 117 | pp3 = -5.77027029648944159157e-03, /* 0xBF77A291, 0x236668E4 */
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| 118 | pp4 = -2.37630166566501626084e-05, /* 0xBEF8EAD6, 0x120016AC */
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| 119 | qq1 = 3.97917223959155352819e-01, /* 0x3FD97779, 0xCDDADC09 */
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| 120 | qq2 = 6.50222499887672944485e-02, /* 0x3FB0A54C, 0x5536CEBA */
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| 121 | qq3 = 5.08130628187576562776e-03, /* 0x3F74D022, 0xC4D36B0F */
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| 122 | qq4 = 1.32494738004321644526e-04, /* 0x3F215DC9, 0x221C1A10 */
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| 123 | qq5 = -3.96022827877536812320e-06, /* 0xBED09C43, 0x42A26120 */
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| 124 | /*
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| 125 | * Coefficients for approximation to erf in [0.84375,1.25]
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| 126 | */
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| 127 | pa0 = -2.36211856075265944077e-03, /* 0xBF6359B8, 0xBEF77538 */
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| 128 | pa1 = 4.14856118683748331666e-01, /* 0x3FDA8D00, 0xAD92B34D */
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| 129 | pa2 = -3.72207876035701323847e-01, /* 0xBFD7D240, 0xFBB8C3F1 */
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| 130 | pa3 = 3.18346619901161753674e-01, /* 0x3FD45FCA, 0x805120E4 */
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| 131 | pa4 = -1.10894694282396677476e-01, /* 0xBFBC6398, 0x3D3E28EC */
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| 132 | pa5 = 3.54783043256182359371e-02, /* 0x3FA22A36, 0x599795EB */
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| 133 | pa6 = -2.16637559486879084300e-03, /* 0xBF61BF38, 0x0A96073F */
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| 134 | qa1 = 1.06420880400844228286e-01, /* 0x3FBB3E66, 0x18EEE323 */
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| 135 | qa2 = 5.40397917702171048937e-01, /* 0x3FE14AF0, 0x92EB6F33 */
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| 136 | qa3 = 7.18286544141962662868e-02, /* 0x3FB2635C, 0xD99FE9A7 */
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| 137 | qa4 = 1.26171219808761642112e-01, /* 0x3FC02660, 0xE763351F */
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| 138 | qa5 = 1.36370839120290507362e-02, /* 0x3F8BEDC2, 0x6B51DD1C */
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| 139 | qa6 = 1.19844998467991074170e-02, /* 0x3F888B54, 0x5735151D */
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| 140 | /*
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| 141 | * Coefficients for approximation to erfc in [1.25,1/0.35]
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| 142 | */
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| 143 | ra0 = -9.86494403484714822705e-03, /* 0xBF843412, 0x600D6435 */
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| 144 | ra1 = -6.93858572707181764372e-01, /* 0xBFE63416, 0xE4BA7360 */
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| 145 | ra2 = -1.05586262253232909814e+01, /* 0xC0251E04, 0x41B0E726 */
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| 146 | ra3 = -6.23753324503260060396e+01, /* 0xC04F300A, 0xE4CBA38D */
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| 147 | ra4 = -1.62396669462573470355e+02, /* 0xC0644CB1, 0x84282266 */
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| 148 | ra5 = -1.84605092906711035994e+02, /* 0xC067135C, 0xEBCCABB2 */
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| 149 | ra6 = -8.12874355063065934246e+01, /* 0xC0545265, 0x57E4D2F2 */
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| 150 | ra7 = -9.81432934416914548592e+00, /* 0xC023A0EF, 0xC69AC25C */
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| 151 | sa1 = 1.96512716674392571292e+01, /* 0x4033A6B9, 0xBD707687 */
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| 152 | sa2 = 1.37657754143519042600e+02, /* 0x4061350C, 0x526AE721 */
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| 153 | sa3 = 4.34565877475229228821e+02, /* 0x407B290D, 0xD58A1A71 */
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| 154 | sa4 = 6.45387271733267880336e+02, /* 0x40842B19, 0x21EC2868 */
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| 155 | sa5 = 4.29008140027567833386e+02, /* 0x407AD021, 0x57700314 */
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| 156 | sa6 = 1.08635005541779435134e+02, /* 0x405B28A3, 0xEE48AE2C */
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| 157 | sa7 = 6.57024977031928170135e+00, /* 0x401A47EF, 0x8E484A93 */
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| 158 | sa8 = -6.04244152148580987438e-02, /* 0xBFAEEFF2, 0xEE749A62 */
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| 159 | /*
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| 160 | * Coefficients for approximation to erfc in [1/.35,28]
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| 161 | */
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| 162 | rb0 = -9.86494292470009928597e-03, /* 0xBF843412, 0x39E86F4A */
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| 163 | rb1 = -7.99283237680523006574e-01, /* 0xBFE993BA, 0x70C285DE */
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| 164 | rb2 = -1.77579549177547519889e+01, /* 0xC031C209, 0x555F995A */
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| 165 | rb3 = -1.60636384855821916062e+02, /* 0xC064145D, 0x43C5ED98 */
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| 166 | rb4 = -6.37566443368389627722e+02, /* 0xC083EC88, 0x1375F228 */
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| 167 | rb5 = -1.02509513161107724954e+03, /* 0xC0900461, 0x6A2E5992 */
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| 168 | rb6 = -4.83519191608651397019e+02, /* 0xC07E384E, 0x9BDC383F */
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| 169 | sb1 = 3.03380607434824582924e+01, /* 0x403E568B, 0x261D5190 */
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| 170 | sb2 = 3.25792512996573918826e+02, /* 0x40745CAE, 0x221B9F0A */
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| 171 | sb3 = 1.53672958608443695994e+03, /* 0x409802EB, 0x189D5118 */
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| 172 | sb4 = 3.19985821950859553908e+03, /* 0x40A8FFB7, 0x688C246A */
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| 173 | sb5 = 2.55305040643316442583e+03, /* 0x40A3F219, 0xCEDF3BE6 */
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| 174 | sb6 = 4.74528541206955367215e+02, /* 0x407DA874, 0xE79FE763 */
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| 175 | sb7 = -2.24409524465858183362e+01; /* 0xC03670E2, 0x42712D62 */
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| 176 |
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| 177 | static double erfc1(double x)
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| 178 | {
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| 179 | double_t s,P,Q;
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| 180 |
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| 181 | s = fabs(x) - 1;
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| 182 | P = pa0+s*(pa1+s*(pa2+s*(pa3+s*(pa4+s*(pa5+s*pa6)))));
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| 183 | Q = 1+s*(qa1+s*(qa2+s*(qa3+s*(qa4+s*(qa5+s*qa6)))));
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| 184 | return 1 - erx - P/Q;
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| 185 | }
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| 186 |
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| 187 | static double erfc2(uint32_t ix, double x)
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| 188 | {
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| 189 | double_t s,R,S;
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| 190 | double z;
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| 191 |
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| 192 | if (ix < 0x3ff40000) /* |x| < 1.25 */
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| 193 | return erfc1(x);
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| 194 |
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| 195 | x = fabs(x);
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| 196 | s = 1/(x*x);
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| 197 | if (ix < 0x4006db6d) { /* |x| < 1/.35 ~ 2.85714 */
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| 198 | R = ra0+s*(ra1+s*(ra2+s*(ra3+s*(ra4+s*(
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| 199 | ra5+s*(ra6+s*ra7))))));
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| 200 | S = 1.0+s*(sa1+s*(sa2+s*(sa3+s*(sa4+s*(
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| 201 | sa5+s*(sa6+s*(sa7+s*sa8)))))));
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| 202 | } else { /* |x| > 1/.35 */
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| 203 | R = rb0+s*(rb1+s*(rb2+s*(rb3+s*(rb4+s*(
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| 204 | rb5+s*rb6)))));
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| 205 | S = 1.0+s*(sb1+s*(sb2+s*(sb3+s*(sb4+s*(
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| 206 | sb5+s*(sb6+s*sb7))))));
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| 207 | }
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| 208 | z = x;
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| 209 | SET_LOW_WORD(z,0);
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| 210 | return exp(-z*z-0.5625)*exp((z-x)*(z+x)+R/S)/x;
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| 211 | }
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| 212 |
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| 213 | double erf(double x)
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| 214 | {
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| 215 | double r,s,z,y;
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| 216 | uint32_t ix;
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| 217 | int sign;
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| 218 |
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| 219 | GET_HIGH_WORD(ix, x);
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| 220 | sign = ix>>31;
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| 221 | ix &= 0x7fffffff;
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| 222 | if (ix >= 0x7ff00000) {
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| 223 | /* erf(nan)=nan, erf(+-inf)=+-1 */
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| 224 | return 1-2*sign + 1/x;
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| 225 | }
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| 226 | if (ix < 0x3feb0000) { /* |x| < 0.84375 */
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| 227 | if (ix < 0x3e300000) { /* |x| < 2**-28 */
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| 228 | /* avoid underflow */
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| 229 | return 0.125*(8*x + efx8*x);
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| 230 | }
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| 231 | z = x*x;
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| 232 | r = pp0+z*(pp1+z*(pp2+z*(pp3+z*pp4)));
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| 233 | s = 1.0+z*(qq1+z*(qq2+z*(qq3+z*(qq4+z*qq5))));
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| 234 | y = r/s;
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| 235 | return x + x*y;
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| 236 | }
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| 237 | if (ix < 0x40180000) /* 0.84375 <= |x| < 6 */
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| 238 | y = 1 - erfc2(ix,x);
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| 239 | else
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| 240 | y = 1 - 0x1p-1022;
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| 241 | return sign ? -y : y;
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| 242 | }
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| 243 |
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| 244 | double erfc(double x)
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| 245 | {
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| 246 | double r,s,z,y;
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| 247 | uint32_t ix;
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| 248 | int sign;
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| 249 |
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| 250 | GET_HIGH_WORD(ix, x);
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| 251 | sign = ix>>31;
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| 252 | ix &= 0x7fffffff;
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| 253 | if (ix >= 0x7ff00000) {
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| 254 | /* erfc(nan)=nan, erfc(+-inf)=0,2 */
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| 255 | return 2*sign + 1/x;
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| 256 | }
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| 257 | if (ix < 0x3feb0000) { /* |x| < 0.84375 */
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| 258 | if (ix < 0x3c700000) /* |x| < 2**-56 */
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| 259 | return 1.0 - x;
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| 260 | z = x*x;
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| 261 | r = pp0+z*(pp1+z*(pp2+z*(pp3+z*pp4)));
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| 262 | s = 1.0+z*(qq1+z*(qq2+z*(qq3+z*(qq4+z*qq5))));
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| 263 | y = r/s;
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| 264 | if (sign || ix < 0x3fd00000) { /* x < 1/4 */
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| 265 | return 1.0 - (x+x*y);
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| 266 | }
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| 267 | return 0.5 - (x - 0.5 + x*y);
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| 268 | }
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| 269 | if (ix < 0x403c0000) { /* 0.84375 <= |x| < 28 */
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| 270 | return sign ? 2 - erfc2(ix,x) : erfc2(ix,x);
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| 271 | }
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| 272 | return sign ? 2 - 0x1p-1022 : 0x1p-1022*0x1p-1022;
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| 273 | }
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