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new modules 'expm1', 'expm1f', 'expm1l'


From: Bruno Haible
Subject: new modules 'expm1', 'expm1f', 'expm1l'
Date: Wed, 07 Mar 2012 01:03:36 +0100
User-agent: KMail/4.7.4 (Linux/3.1.0-1.2-desktop; KDE/4.7.4; x86_64; ; )

Once the exp() function handled, the next one that can easily be dealt
with is expm1(). This set of patches provides the modules 'expm1', 'expm1f',
'expm1l', for platforms that don't have the functions or where they are
buggy. Notable bugs include:
  - On IRIX 6.5:     expm1f(-18) = -5.6295e14 (should be -1.0).
  - On AIX 5.1..7.1: expm1(-0.0) = +0.0       (should be -0.0).


2012-03-06  Bruno Haible  <address@hidden>

        Tests for module 'expm1l-ieee'.
        * modules/expm1l-ieee-tests: New file.
        * tests/test-expm1l-ieee.c: New file.

        New module 'expm1l-ieee'.
        * modules/expm1l-ieee: New file.

        Tests for module 'expm1f-ieee'.
        * modules/expm1f-ieee-tests: New file.
        * tests/test-expm1f-ieee.c: New file.

        New module 'expm1f-ieee'.
        * modules/expm1f-ieee: New file.

        Tests for module 'expm1-ieee'.
        * modules/expm1-ieee-tests: New file.
        * tests/test-expm1-ieee.c: New file.
        * tests/test-expm1-ieee.h: New file.

        New module 'expm1-ieee'.
        * modules/expm1-ieee: New file.
        * m4/expm1-ieee.m4: New file.
        * m4/expm1.m4 (gl_FUNC_EXPM1): If gl_FUNC_EXPM1_IEEE is present, test
        whether expm1 works with a minus zero argument. Replace it if not.
        * lib/math.in.h (expm1): Override if REPLACE_EXPM1 is 1.
        * m4/math_h.m4 (gl_MATH_H_DEFAULTS): Initialize REPLACE_EXPM1.
        * modules/math (Makefile.am): Substitute REPLACE_EXPM1.
        * modules/expm1 (configure.ac): Consider REPLACE_EXPM1.
        (Depends-on): Update conditions.
        * doc/posix-functions/expm1.texi: Mention the expm1-ieee module and the
        AIX problem.

2012-03-06  Bruno Haible  <address@hidden>

        Work around expm1f bug on IRIX 6.5.
        * lib/math.in.h (expm1f): Override if REPLACE_EXPM1F is 1.
        * m4/expm1f.m4 (gl_FUNC_EXPM1F_WORKS): New macro.
        (gl_FUNC_EXPM1F): Invoke it. Set REPLACE_EXPM1F to 1 if expm1f() does
        not work.
        * m4/math_h.m4 (gl_MATH_H_DEFAULTS): Initialize REPLACE_EXPM1F.
        * modules/math (Makefile.am): Substitute REPLACE_EXPM1F.
        * modules/expm1f (configure.ac): Consider REPLACE_EXPM1F.
        (Depends-on): Update conditions.
        * doc/posix-functions/expm1f.texi: Mention the IRIX 6.5 bug.

2012-03-06  Bruno Haible  <address@hidden>

        Tests for module 'expm1l'.
        * modules/expm1l-tests: New file.
        * tests/test-expm1l.c: New file.

        New module 'expm1l'.
        * lib/math.in.h (expm1l): New declaration.
        * lib/expm1l.c: New file.
        * m4/expm1l.m4: New file.
        * m4/math_h.m4 (gl_MATH_H): Test whether expm1l is declared.
        (gl_MATH_H_DEFAULTS): Initialize GNULIB_EXPM1L, HAVE_EXPM1L.
        * modules/math (Makefile.am): Substitute GNULIB_EXPM1L, HAVE_EXPM1L.
        * modules/expm1l: New file.
        * tests/test-math-c++.cc: Check the declaration of expm1l.
        * doc/posix-functions/expm1l.texi: Mention the new module.

2012-03-06  Bruno Haible  <address@hidden>

        Tests for module 'expm1f'.
        * modules/expm1f-tests: New file.
        * tests/test-expm1f.c: New file.

        New module 'expm1f'.
        * lib/math.in.h (expm1f): New declaration.
        * lib/expm1f.c: New file.
        * m4/expm1f.m4: New file.
        * m4/math_h.m4 (gl_MATH_H): Test whether expm1f is declared.
        (gl_MATH_H_DEFAULTS): Initialize GNULIB_EXPM1F, HAVE_EXPM1F.
        * modules/math (Makefile.am): Substitute GNULIB_EXPM1F, HAVE_EXPM1F.
        * modules/expm1f: New file.
        * tests/test-math-c++.cc: Check the declaration of expm1f.
        * doc/posix-functions/expm1f.texi: Mention the new module.

2012-03-06  Bruno Haible  <address@hidden>

        Tests for module 'expm1'.
        * modules/expm1-tests: New file.
        * tests/test-expm1.c: New file.
        * tests/test-expm1.h: New file.

        New module 'expm1'.
        * lib/math.in.h (expm1): New declaration.
        * lib/expm1.c: New file.
        * m4/expm1.m4: New file.
        * m4/math_h.m4 (gl_MATH_H): Test whether expm1 is declared.
        (gl_MATH_H_DEFAULTS): Initialize GNULIB_EXPM1, HAVE_EXPM1.
        * modules/math (Makefile.am): Substitute GNULIB_EXPM1, HAVE_EXPM1.
        * modules/expm1: New file.
        * tests/test-math-c++.cc: Check the declaration of expm1.
        * doc/posix-functions/expm1.texi: Mention the new module.

Here are only the most important new source files:
================================ lib/expm1l.c ================================
/* Exponential function minus one.
   Copyright (C) 2011-2012 Free Software Foundation, Inc.

   This program is free software: you can redistribute it and/or modify
   it under the terms of the GNU General Public License as published by
   the Free Software Foundation; either version 3 of the License, or
   (at your option) any later version.

   This program is distributed in the hope that it will be useful,
   but WITHOUT ANY WARRANTY; without even the implied warranty of
   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
   GNU General Public License for more details.

   You should have received a copy of the GNU General Public License
   along with this program.  If not, see <http://www.gnu.org/licenses/>.  */

#include <config.h>

/* Specification.  */
#include <math.h>

#if HAVE_SAME_LONG_DOUBLE_AS_DOUBLE

long double
expm1l (long double x)
{
  return expm1 (x);
}

#else

# include <float.h>

/* A value slightly larger than log(2).  */
#define LOG2_PLUS_EPSILON 0.6931471805599454L

/* Best possible approximation of log(2) as a 'long double'.  */
#define LOG2 0.693147180559945309417232121458176568075L

/* Best possible approximation of 1/log(2) as a 'long double'.  */
#define LOG2_INVERSE 1.44269504088896340735992468100189213743L

/* Best possible approximation of log(2)/256 as a 'long double'.  */
#define LOG2_BY_256 0.00270760617406228636491106297444600221904L

/* Best possible approximation of 256/log(2) as a 'long double'.  */
#define LOG2_BY_256_INVERSE 369.329930467574632284140718336484387181L

/* The upper 32 bits of log(2)/256.  */
#define LOG2_BY_256_HI_PART 0.0027076061733168899081647396087646484375L
/* log(2)/256 - LOG2_HI_PART.  */
#define LOG2_BY_256_LO_PART \
  0.000000000000745396456746323365681353781544922399845L

long double
expm1l (long double x)
{
  if (isnanl (x))
    return x;

  if (x >= (long double) LDBL_MAX_EXP * LOG2_PLUS_EPSILON)
    /* x > LDBL_MAX_EXP * log(2)
       hence exp(x) > 2^LDBL_MAX_EXP, overflows to Infinity.  */
    return HUGE_VALL;

  if (x <= (long double) (- LDBL_MANT_DIG) * LOG2_PLUS_EPSILON)
    /* x < (- LDBL_MANT_DIG) * log(2)
       hence 0 < exp(x) < 2^-LDBL_MANT_DIG,
       hence -1 < exp(x)-1 < -1 + 2^-LDBL_MANT_DIG
       rounds to -1.  */
    return -1.0L;

  if (x <= - LOG2_PLUS_EPSILON)
    /* 0 < exp(x) < 1/2.
       Just compute exp(x), then subtract 1.  */
    return expl (x) - 1.0L;

  if (x == 0.0L)
    /* Return a zero with the same sign as x.  */
    return x;

  /* Decompose x into
       x = n * log(2) + m * log(2)/256 + y
     where
       n is an integer, n >= -1,
       m is an integer, -128 <= m <= 128,
       y is a number, |y| <= log(2)/512 + epsilon = 0.00135...
     Then
       exp(x) = 2^n * exp(m * log(2)/256) * exp(y)
     Compute each factor minus one, then combine them through the
     formula (1+a)*(1+b) = 1 + (a+b*(1+a)),
     that is (1+a)*(1+b) - 1 = a + b*(1+a).
     The first factor is an ldexpl() call.
     The second factor is a table lookup.
     The third factor minus one is computed
     - either as sinh(y) + sinh(y)^2 / (cosh(y) + 1)
       where sinh(y) is computed through the power series:
         sinh(y) = y + y^3/3! + y^5/5! + ...
       and cosh(y) is computed as hypot(1, sinh(y)),
     - or as exp(2*z) - 1 = 2 * tanh(z) / (1 - tanh(z))
       where z = y/2
       and tanh(z) is computed through its power series:
         tanh(z) = z
                   - 1/3 * z^3
                   + 2/15 * z^5
                   - 17/315 * z^7
                   + 62/2835 * z^9
                   - 1382/155925 * z^11
                   + 21844/6081075 * z^13
                   - 929569/638512875 * z^15
                   + ...
       Since |z| <= log(2)/1024 < 0.0007, the relative error of the z^13 term
       is < 0.0007^12 < 2^-120 <= 2^-LDBL_MANT_DIG, therefore we can truncate
       the series after the z^11 term.

     Given the usual bounds LDBL_MAX_EXP <= 16384, LDBL_MANT_DIG <= 120, we
     can estimate x:  -84 <= x <= 11357.
     This means, when dividing x by log(2), where we want x mod log(2)
     to be precise to LDBL_MANT_DIG bits, we have to use an approximation
     to log(2) that has 14+LDBL_MANT_DIG bits.  */

  {
    long double nm = roundl (x * LOG2_BY_256_INVERSE); /* = 256 * n + m */
    /* n has at most 15 bits, nm therefore has at most 23 bits, therefore
       n * LOG2_HI_PART is computed exactly, and n * LOG2_LO_PART is computed
       with an absolute error < 2^15 * 2e-10 * 2^-LDBL_MANT_DIG.  */
    long double y_tmp = x - nm * LOG2_BY_256_HI_PART;
    long double y = y_tmp - nm * LOG2_BY_256_LO_PART;
    long double z = 0.5L * y;

/* Coefficients of the power series for tanh(z).  */
#define TANH_COEFF_1   1.0L
#define TANH_COEFF_3  -0.333333333333333333333333333333333333334L
#define TANH_COEFF_5   0.133333333333333333333333333333333333334L
#define TANH_COEFF_7  -0.053968253968253968253968253968253968254L
#define TANH_COEFF_9   0.0218694885361552028218694885361552028218L
#define TANH_COEFF_11 -0.00886323552990219656886323552990219656886L
#define TANH_COEFF_13  0.00359212803657248101692546136990581435026L
#define TANH_COEFF_15 -0.00145583438705131826824948518070211191904L

    long double z2 = z * z;
    long double tanh_z =
      (((((TANH_COEFF_11
           * z2 + TANH_COEFF_9)
          * z2 + TANH_COEFF_7)
         * z2 + TANH_COEFF_5)
        * z2 + TANH_COEFF_3)
       * z2 + TANH_COEFF_1)
      * z;

    long double exp_y_minus_1 = 2.0L * tanh_z / (1.0L - tanh_z);

    int n = (int) roundl (nm * (1.0L / 256.0L));
    int m = (int) nm - 256 * n;

    /* expm1l_table[i] = exp((i - 128) * log(2)/256) - 1.
       Computed in GNU clisp through
         (setf (long-float-digits) 128)
         (setq a 0L0)
         (setf (long-float-digits) 256)
         (dotimes (i 257)
           (format t "        ~D,~%"
                   (float (- (exp (* (/ (- i 128) 256) (log 2L0))) 1) a)))  */
    static const long double expm1l_table[257] =
      {
        -0.292893218813452475599155637895150960716L,
        -0.290976057839792401079436677742323809165L,
        -0.289053698915417220095325702647879950038L,
        -0.287126127947252846596498423285616993819L,
        -0.285193330804014994382467110862430046956L,
        -0.283255293316105578740250215722626632811L,
        -0.281312001275508837198386957752147486471L,
        -0.279363440435687168635744042695052413926L,
        -0.277409596511476689981496879264164547161L,
        -0.275450455178982509740597294512888729286L,
        -0.273486002075473717576963754157712706214L,
        -0.271516222799278089184548475181393238264L,
        -0.269541102909676505674348554844689233423L,
        -0.267560627926797086703335317887720824384L,
        -0.265574783331509036569177486867109287348L,
        -0.263583554565316202492529493866889713058L,
        -0.261586927030250344306546259812975038038L,
        -0.259584886088764114771170054844048746036L,
        -0.257577417063623749727613604135596844722L,
        -0.255564505237801467306336402685726757248L,
        -0.253546135854367575399678234256663229163L,
        -0.251522294116382286608175138287279137577L,
        -0.2494929651867872398674385184702356751864L,
        -0.247458134188296727960327722100283867508L,
        -0.24541778620328863011699022448340323429L,
        -0.243371906273695048903181511842366886387L,
        -0.24132047940089265059510885341281062657L,
        -0.239263490545592708236869372901757573532L,
        -0.237200924627730846574373155241529522695L,
        -0.23513276652635648805745654063657412692L,
        -0.233059001079521999099699248246140670544L,
        -0.230979613084171535783261520405692115669L,
        -0.228894587296029588193854068954632579346L,
        -0.226803908429489222568744221853864674729L,
        -0.224707561157500020438486294646580877171L,
        -0.222605530111455713940842831198332609562L,
        -0.2204977998810815164831359552625710592544L,
        -0.218384355014321147927034632426122058645L,
        -0.2162651800172235534675441445217774245016L,
        -0.214140259353829315375718509234297186439L,
        -0.212009577446056756772364919909047495547L,
        -0.209873118673587736597751517992039478005L,
        -0.2077308673737531349400659265343210916196L,
        -0.205582807841418027883101951185666435317L,
        -0.2034289243288665510313756784404656320656L,
        -0.201269201045686450868589852895683430425L,
        -0.199103622158653323103076879204523186316L,
        -0.196932171791614537151556053482436428417L,
        -0.19475483402537284591023966632129970827L,
        -0.192571592897569679960015418424270885733L,
        -0.190382432402568125350119133273631796029L,
        -0.188187336491335584102392022226559177731L,
        -0.185986289071326116575890738992992661386L,
        -0.183779274006362464829286135533230759947L,
        -0.181566275116517756116147982921992768975L,
        -0.17934727617799688564586793151548689933L,
        -0.1771222609230175777406216376370887771665L,
        -0.1748912130396911245164132617275148983224L,
        -0.1726541161719028012138814282020908791644L,
        -0.170410953919191957302175212789218768074L,
        -0.168161709836631782476831771511804777363L,
        -0.165906367434708746670203829291463807099L,
        -0.1636449101792017131905953879307692887046L,
        -0.161377321491060724103867675441291294819L,
        -0.15910358474628545696887452376678510496L,
        -0.15682368327580335203567701228614769857L,
        -0.154537600365347409013071332406381692911L,
        -0.152245319255333652509541396360635796882L,
        -0.149946823140738265249318713251248832456L,
        -0.147642095170974388162796469615281683674L,
        -0.145331118449768586448102562484668501975L,
        -0.143013876035036980698187522160833990549L,
        -0.140690350938761042185327811771843747742L,
        -0.138360526126863051392482883127641270248L,
        -0.136024384519081218878475585385633792948L,
        -0.133681908988844467561490046485836530346L,
        -0.131333082363146875502898959063916619876L,
        -0.128977887422421778270943284404535317759L,
        -0.126616306900415529961291721709773157771L,
        -0.1242483234840609219490048572320697039866L,
        -0.121873919813350258443919690312343389353L,
        -0.1194930784812080879189542126763637438278L,
        -0.11710578203336358947830887503073906297L,
        -0.1147120129682226132300120925687579825894L,
        -0.1123117537367393737247203999003383961205L,
        -0.1099049867422877955201404475637647649574L,
        -0.1074916943405325099278897180135900838485L,
        -0.1050718588392995019970556101123417014993L,
        -0.102645462498446406786148378936109092823L,
        -0.1002124875297324539725723033374854302454L,
        -0.097772916096688059846161368344495155786L,
        -0.0953267303144840657307406742107731280055L,
        -0.092873912249800621875082699818829828767L,
        -0.0904144439206957158520284361718212536293L,
        -0.0879483072964733445019372468353990225585L,
        -0.0854754842975513284540160873038416459095L,
        -0.0829959567953287682564584052058555719614L,
        -0.080509706612053141143695628825336081184L,
        -0.078016715520687037466429613329061550362L,
        -0.075516965244774535807472733052603963221L,
        -0.073010437458307215803773464831151680239L,
        -0.070497113785589807692349282254427317595L,
        -0.067976975801105477595185454402763710658L,
        -0.0654500050293807475554878955602008567352L,
        -0.06291618294485004933500052502277673278L,
        -0.0603754909717199109794126487955155117284L,
        -0.0578279104838327751561896480162548451191L,
        -0.055273422804530448266460732621318468453L,
        -0.0527120092065171793298906732865376926237L,
        -0.0501436509117223676387482401930039000769L,
        -0.0475683290911628981746625337821392744829L,
        -0.044986024864805103778829470427200864833L,
        -0.0423967193014263530636943648520845560749L,
        -0.0398003934184762630513928111129293882558L,
        -0.0371970281819375355214808849088086316225L,
        -0.0345866045061864160477270517354652168038L,
        -0.0319691032538527747009720477166542375817L,
        -0.0293445052356798073922893825624102948152L,
        -0.0267127912103833568278979766786970786276L,
        -0.0240739418845108520444897665995250062307L,
        -0.0214279379122998654908388741865642544049L,
        -0.018774759895536286618755114942929674984L,
        -0.016114388383412110943633198761985316073L,
        -0.01344680387238284353202993186779328685225L,
        -0.0107719868060245158708750409344163322253L,
        -0.00808991757489031507008688867384418356197L,
        -0.00540057651636682434752231377783368554176L,
        -0.00270394391452987374234008615207739887604L,
        0.0L,
        0.00271127505020248543074558845036204047301L,
        0.0054299011128028213513839559347998147001L,
        0.00815589811841751578309489081720103927357L,
        0.0108892860517004600204097905618605243881L,
        0.01363008495148943884025892906393992959584L,
        0.0163783149109530379404931137862940627635L,
        0.0191339960777379496848780958207928793998L,
        0.0218971486541166782344801347832994397821L,
        0.0246677928971356451482890762708149276281L,
        0.0274459491187636965388611939222137814994L,
        0.0302316376860410128717079024539045670944L,
        0.0330248790212284225001082839704609180866L,
        0.0358256936019571200299832090180813718441L,
        0.0386341019613787906124366979546397325796L,
        0.0414501246883161412645460790118931264803L,
        0.0442737824274138403219664787399290087847L,
        0.0471050958792898661299072502271122405627L,
        0.049944085800687266082038126515907909062L,
        0.0527907730046263271198912029807463031904L,
        0.05564517836055715880834132515293865216L,
        0.0585073227945126901057721096837166450754L,
        0.0613772272892620809505676780038837262945L,
        0.0642549128844645497886112570015802206798L,
        0.0671404006768236181695211209928091626068L,
        0.070033711820241773542411936757623568504L,
        0.0729348675259755513850354508738275853402L,
        0.0758438890627910378032286484760570740623L,
        0.0787607977571197937406800374384829584908L,
        0.081685614993215201942115594422531125645L,
        0.0846183622133092378161051719066143416095L,
        0.0875590609177696653467978309440397078697L,
        0.090507732665257659207010655760707978993L,
        0.0934643990728858542282201462504471620805L,
        0.096429081816376823386138295859248481766L,
        0.099401802630221985463696968238829904039L,
        0.1023825833078409435564142094256468575113L,
        0.1053714457017412555882746962569503110404L,
        0.1083684117236786380094236494266198501387L,
        0.111373503344817603850149254228916637444L,
        0.1143867425958925363088129569196030678004L,
        0.1174081515673691990545799630857802666544L,
        0.120437752409606684429003879866313012766L,
        0.1234755673330198007337297397753214319548L,
        0.1265216186082418997947986437870347776336L,
        0.12957592856628814599726498884024982591L,
        0.1326385195987192279870737236776230843835L,
        0.135709414157805514240390330676117013429L,
        0.1387886347566916537038302838415112547204L,
        0.14187620396956162271229760828788093894L,
        0.144972144431804219394413888222915895793L,
        0.148076478840179006778799662697342680031L,
        0.15118922995298270581775963520198253612L,
        0.154310420590216039548221528724806960684L,
        0.157440073633751029613085766293796821108L,
        0.160578212027498746369459472576090986253L,
        0.163724858777577513813573599092185312343L,
        0.166880036952481570555516298414089287832L,
        0.1700437696832501880802590357927385730016L,
        0.1732160801636372475348043545132453888896L,
        0.176396991650281276284645728483848641053L,
        0.1795865274628759454861005667694405189764L,
        0.182784710984341029924457204693850757963L,
        0.185991565660993831371265649534215563735L,
        0.189207115002721066717499970560475915293L,
        0.192431382583151222142727558145431011481L,
        0.1956643920398273745838370498654519757025L,
        0.1989061670743804817703025579763002069494L,
        0.202156731452703142096396957497765876L,
        0.205416109005123825604211432558411335666L,
        0.208684323626581577354792255889216998483L,
        0.211961399276801194468168917732493045449L,
        0.2152473599804688781165202513387984576236L,
        0.218542229827408361758207148117394510722L,
        0.221846032972757516903891841911570785834L,
        0.225158793637145437709464594384845353705L,
        0.2284805361068700056940089577927818403626L,
        0.231811284734075935884556653212794816605L,
        0.235151063936933305692912507415415760296L,
        0.238499898199816567833368865859612431546L,
        0.241857812073484048593677468726595605511L,
        0.245224830175257932775204967486152674173L,
        0.248600977189204736621766097302495545187L,
        0.251986277866316270060206031789203597321L,
        0.255380757024691089579390657442301194598L,
        0.258784439549716443077860441815162618762L,
        0.262197350394250708014010258518416459672L,
        0.265619514578806324196273999873453036297L,
        0.269050957191733222554419081032338004715L,
        0.272491703389402751236692044184602176772L,
        0.27594177839639210038120243475928938891L,
        0.279401207505669226913587970027852545961L,
        0.282870016078778280726669781021514051111L,
        0.286348229546025533601482208069738348358L,
        0.289835873406665812232747295491552189677L,
        0.293332973229089436725559789048704304684L,
        0.296839554651009665933754117792451159835L,
        0.300355643379650651014140567070917791291L,
        0.303881265191935898574523648951997368331L,
        0.30741644593467724479715157747196172848L,
        0.310961211524764341922991786330755849366L,
        0.314515587949354658485983613383997794966L,
        0.318079601266063994690185647066116617661L,
        0.321653277603157514326511812330609226158L,
        0.325236643159741294629537095498721674113L,
        0.32882972420595439547865089632866510792L,
        0.33243254708316144935164337949073577407L,
        0.336045138204145773442627904371869759286L,
        0.339667524053303005360030669724352576023L,
        0.343299731186835263824217146181630875424L,
        0.346941786232945835788173713229537282073L,
        0.350593715892034391408522196060133960038L,
        0.354255546936892728298014740140702804344L,
        0.357927306212901046494536695671766697444L,
        0.361609020638224755585535938831941474643L,
        0.365300717204011815430698360337542855432L,
        0.369002422974590611929601132982192832168L,
        0.372714165087668369284997857144717215791L,
        0.376435970754530100216322805518686960261L,
        0.380167867260238095581945274358283464698L,
        0.383909881963831954872659527265192818003L,
        0.387662042298529159042861017950775988895L,
        0.391424375771926187149835529566243446678L,
        0.395196909966200178275574599249220994717L,
        0.398979672538311140209528136715194969206L,
        0.402772691220204706374713524333378817108L,
        0.40657599381901544248361973255451684411L,
        0.410389608217270704414375128268675481146L,
        0.414213562373095048801688724209698078569L
      };

    long double t = expm1l_table[128 + m];

    /* (1+t) * (1+exp_y_minus_1) - 1 = t + (1+t)*exp_y_minus_1 */
    long double p_minus_1 = t + (1.0L + t) * exp_y_minus_1;

    long double s = ldexpl (1.0L, n) - 1.0L;

    /* (1+s) * (1+p_minus_1) - 1 = s + (1+s)*p_minus_1 */
    return s + (1.0L + s) * p_minus_1;
  }
}

#endif
================================ lib/expm1.c =================================
/* Exponential function minus one.
   Copyright (C) 2012 Free Software Foundation, Inc.

   This program is free software: you can redistribute it and/or modify
   it under the terms of the GNU General Public License as published by
   the Free Software Foundation; either version 3 of the License, or
   (at your option) any later version.

   This program is distributed in the hope that it will be useful,
   but WITHOUT ANY WARRANTY; without even the implied warranty of
   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
   GNU General Public License for more details.

   You should have received a copy of the GNU General Public License
   along with this program.  If not, see <http://www.gnu.org/licenses/>.  */

#include <config.h>

/* Specification.  */
#include <math.h>

#include <float.h>

/* A value slightly larger than log(2).  */
#define LOG2_PLUS_EPSILON 0.6931471805599454

/* Best possible approximation of log(2) as a 'double'.  */
#define LOG2 0.693147180559945309417232121458176568075

/* Best possible approximation of 1/log(2) as a 'double'.  */
#define LOG2_INVERSE 1.44269504088896340735992468100189213743

/* Best possible approximation of log(2)/256 as a 'double'.  */
#define LOG2_BY_256 0.00270760617406228636491106297444600221904

/* Best possible approximation of 256/log(2) as a 'double'.  */
#define LOG2_BY_256_INVERSE 369.329930467574632284140718336484387181

/* The upper 32 bits of log(2)/256.  */
#define LOG2_BY_256_HI_PART 0.0027076061733168899081647396087646484375
/* log(2)/256 - LOG2_HI_PART.  */
#define LOG2_BY_256_LO_PART \
  0.000000000000745396456746323365681353781544922399845

double
expm1 (double x)
{
  if (isnand (x))
    return x;

  if (x >= (double) DBL_MAX_EXP * LOG2_PLUS_EPSILON)
    /* x > DBL_MAX_EXP * log(2)
       hence exp(x) > 2^DBL_MAX_EXP, overflows to Infinity.  */
    return HUGE_VAL;

  if (x <= (double) (- DBL_MANT_DIG) * LOG2_PLUS_EPSILON)
    /* x < (- DBL_MANT_DIG) * log(2)
       hence 0 < exp(x) < 2^-DBL_MANT_DIG,
       hence -1 < exp(x)-1 < -1 + 2^-DBL_MANT_DIG
       rounds to -1.  */
    return -1.0;

  if (x <= - LOG2_PLUS_EPSILON)
    /* 0 < exp(x) < 1/2.
       Just compute exp(x), then subtract 1.  */
    return exp (x) - 1.0;

  if (x == 0.0)
    /* Return a zero with the same sign as x.  */
    return x;

  /* Decompose x into
       x = n * log(2) + m * log(2)/256 + y
     where
       n is an integer, n >= -1,
       m is an integer, -128 <= m <= 128,
       y is a number, |y| <= log(2)/512 + epsilon = 0.00135...
     Then
       exp(x) = 2^n * exp(m * log(2)/256) * exp(y)
     Compute each factor minus one, then combine them through the
     formula (1+a)*(1+b) = 1 + (a+b*(1+a)),
     that is (1+a)*(1+b) - 1 = a + b*(1+a).
     The first factor is an ldexpl() call.
     The second factor is a table lookup.
     The third factor minus one is computed
     - either as sinh(y) + sinh(y)^2 / (cosh(y) + 1)
       where sinh(y) is computed through the power series:
         sinh(y) = y + y^3/3! + y^5/5! + ...
       and cosh(y) is computed as hypot(1, sinh(y)),
     - or as exp(2*z) - 1 = 2 * tanh(z) / (1 - tanh(z))
       where z = y/2
       and tanh(z) is computed through its power series:
         tanh(z) = z
                   - 1/3 * z^3
                   + 2/15 * z^5
                   - 17/315 * z^7
                   + 62/2835 * z^9
                   - 1382/155925 * z^11
                   + 21844/6081075 * z^13
                   - 929569/638512875 * z^15
                   + ...
       Since |z| <= log(2)/1024 < 0.0007, the relative error of the z^7 term
       is < 0.0007^6 < 2^-60 <= 2^-DBL_MANT_DIG, therefore we can truncate
       the series after the z^5 term.

     Given the usual bounds DBL_MAX_EXP <= 16384, DBL_MANT_DIG <= 120, we
     can estimate x:  -84 <= x <= 11357.
     This means, when dividing x by log(2), where we want x mod log(2)
     to be precise to DBL_MANT_DIG bits, we have to use an approximation
     to log(2) that has 14+DBL_MANT_DIG bits.  */

  {
    double nm = round (x * LOG2_BY_256_INVERSE); /* = 256 * n + m */
    /* n has at most 15 bits, nm therefore has at most 23 bits, therefore
       n * LOG2_HI_PART is computed exactly, and n * LOG2_LO_PART is computed
       with an absolute error < 2^15 * 2e-10 * 2^-DBL_MANT_DIG.  */
    double y_tmp = x - nm * LOG2_BY_256_HI_PART;
    double y = y_tmp - nm * LOG2_BY_256_LO_PART;
    double z = 0.5L * y;

/* Coefficients of the power series for tanh(z).  */
#define TANH_COEFF_1   1.0
#define TANH_COEFF_3  -0.333333333333333333333333333333333333334
#define TANH_COEFF_5   0.133333333333333333333333333333333333334
#define TANH_COEFF_7  -0.053968253968253968253968253968253968254
#define TANH_COEFF_9   0.0218694885361552028218694885361552028218
#define TANH_COEFF_11 -0.00886323552990219656886323552990219656886
#define TANH_COEFF_13  0.00359212803657248101692546136990581435026
#define TANH_COEFF_15 -0.00145583438705131826824948518070211191904

    double z2 = z * z;
    double tanh_z =
      ((TANH_COEFF_5
        * z2 + TANH_COEFF_3)
       * z2 + TANH_COEFF_1)
      * z;

    double exp_y_minus_1 = 2.0 * tanh_z / (1.0 - tanh_z);

    int n = (int) round (nm * (1.0 / 256.0));
    int m = (int) nm - 256 * n;

    /* expm1_table[i] = exp((i - 128) * log(2)/256) - 1.
       Computed in GNU clisp through
         (setf (long-float-digits) 128)
         (setq a 0L0)
         (setf (long-float-digits) 256)
         (dotimes (i 257)
           (format t "        ~D,~%"
                   (float (- (exp (* (/ (- i 128) 256) (log 2L0))) 1) a)))  */
    static const double expm1_table[257] =
      {
        -0.292893218813452475599155637895150960716,
        -0.290976057839792401079436677742323809165,
        -0.289053698915417220095325702647879950038,
        -0.287126127947252846596498423285616993819,
        -0.285193330804014994382467110862430046956,
        -0.283255293316105578740250215722626632811,
        -0.281312001275508837198386957752147486471,
        -0.279363440435687168635744042695052413926,
        -0.277409596511476689981496879264164547161,
        -0.275450455178982509740597294512888729286,
        -0.273486002075473717576963754157712706214,
        -0.271516222799278089184548475181393238264,
        -0.269541102909676505674348554844689233423,
        -0.267560627926797086703335317887720824384,
        -0.265574783331509036569177486867109287348,
        -0.263583554565316202492529493866889713058,
        -0.261586927030250344306546259812975038038,
        -0.259584886088764114771170054844048746036,
        -0.257577417063623749727613604135596844722,
        -0.255564505237801467306336402685726757248,
        -0.253546135854367575399678234256663229163,
        -0.251522294116382286608175138287279137577,
        -0.2494929651867872398674385184702356751864,
        -0.247458134188296727960327722100283867508,
        -0.24541778620328863011699022448340323429,
        -0.243371906273695048903181511842366886387,
        -0.24132047940089265059510885341281062657,
        -0.239263490545592708236869372901757573532,
        -0.237200924627730846574373155241529522695,
        -0.23513276652635648805745654063657412692,
        -0.233059001079521999099699248246140670544,
        -0.230979613084171535783261520405692115669,
        -0.228894587296029588193854068954632579346,
        -0.226803908429489222568744221853864674729,
        -0.224707561157500020438486294646580877171,
        -0.222605530111455713940842831198332609562,
        -0.2204977998810815164831359552625710592544,
        -0.218384355014321147927034632426122058645,
        -0.2162651800172235534675441445217774245016,
        -0.214140259353829315375718509234297186439,
        -0.212009577446056756772364919909047495547,
        -0.209873118673587736597751517992039478005,
        -0.2077308673737531349400659265343210916196,
        -0.205582807841418027883101951185666435317,
        -0.2034289243288665510313756784404656320656,
        -0.201269201045686450868589852895683430425,
        -0.199103622158653323103076879204523186316,
        -0.196932171791614537151556053482436428417,
        -0.19475483402537284591023966632129970827,
        -0.192571592897569679960015418424270885733,
        -0.190382432402568125350119133273631796029,
        -0.188187336491335584102392022226559177731,
        -0.185986289071326116575890738992992661386,
        -0.183779274006362464829286135533230759947,
        -0.181566275116517756116147982921992768975,
        -0.17934727617799688564586793151548689933,
        -0.1771222609230175777406216376370887771665,
        -0.1748912130396911245164132617275148983224,
        -0.1726541161719028012138814282020908791644,
        -0.170410953919191957302175212789218768074,
        -0.168161709836631782476831771511804777363,
        -0.165906367434708746670203829291463807099,
        -0.1636449101792017131905953879307692887046,
        -0.161377321491060724103867675441291294819,
        -0.15910358474628545696887452376678510496,
        -0.15682368327580335203567701228614769857,
        -0.154537600365347409013071332406381692911,
        -0.152245319255333652509541396360635796882,
        -0.149946823140738265249318713251248832456,
        -0.147642095170974388162796469615281683674,
        -0.145331118449768586448102562484668501975,
        -0.143013876035036980698187522160833990549,
        -0.140690350938761042185327811771843747742,
        -0.138360526126863051392482883127641270248,
        -0.136024384519081218878475585385633792948,
        -0.133681908988844467561490046485836530346,
        -0.131333082363146875502898959063916619876,
        -0.128977887422421778270943284404535317759,
        -0.126616306900415529961291721709773157771,
        -0.1242483234840609219490048572320697039866,
        -0.121873919813350258443919690312343389353,
        -0.1194930784812080879189542126763637438278,
        -0.11710578203336358947830887503073906297,
        -0.1147120129682226132300120925687579825894,
        -0.1123117537367393737247203999003383961205,
        -0.1099049867422877955201404475637647649574,
        -0.1074916943405325099278897180135900838485,
        -0.1050718588392995019970556101123417014993,
        -0.102645462498446406786148378936109092823,
        -0.1002124875297324539725723033374854302454,
        -0.097772916096688059846161368344495155786,
        -0.0953267303144840657307406742107731280055,
        -0.092873912249800621875082699818829828767,
        -0.0904144439206957158520284361718212536293,
        -0.0879483072964733445019372468353990225585,
        -0.0854754842975513284540160873038416459095,
        -0.0829959567953287682564584052058555719614,
        -0.080509706612053141143695628825336081184,
        -0.078016715520687037466429613329061550362,
        -0.075516965244774535807472733052603963221,
        -0.073010437458307215803773464831151680239,
        -0.070497113785589807692349282254427317595,
        -0.067976975801105477595185454402763710658,
        -0.0654500050293807475554878955602008567352,
        -0.06291618294485004933500052502277673278,
        -0.0603754909717199109794126487955155117284,
        -0.0578279104838327751561896480162548451191,
        -0.055273422804530448266460732621318468453,
        -0.0527120092065171793298906732865376926237,
        -0.0501436509117223676387482401930039000769,
        -0.0475683290911628981746625337821392744829,
        -0.044986024864805103778829470427200864833,
        -0.0423967193014263530636943648520845560749,
        -0.0398003934184762630513928111129293882558,
        -0.0371970281819375355214808849088086316225,
        -0.0345866045061864160477270517354652168038,
        -0.0319691032538527747009720477166542375817,
        -0.0293445052356798073922893825624102948152,
        -0.0267127912103833568278979766786970786276,
        -0.0240739418845108520444897665995250062307,
        -0.0214279379122998654908388741865642544049,
        -0.018774759895536286618755114942929674984,
        -0.016114388383412110943633198761985316073,
        -0.01344680387238284353202993186779328685225,
        -0.0107719868060245158708750409344163322253,
        -0.00808991757489031507008688867384418356197,
        -0.00540057651636682434752231377783368554176,
        -0.00270394391452987374234008615207739887604,
        0.0,
        0.00271127505020248543074558845036204047301,
        0.0054299011128028213513839559347998147001,
        0.00815589811841751578309489081720103927357,
        0.0108892860517004600204097905618605243881,
        0.01363008495148943884025892906393992959584,
        0.0163783149109530379404931137862940627635,
        0.0191339960777379496848780958207928793998,
        0.0218971486541166782344801347832994397821,
        0.0246677928971356451482890762708149276281,
        0.0274459491187636965388611939222137814994,
        0.0302316376860410128717079024539045670944,
        0.0330248790212284225001082839704609180866,
        0.0358256936019571200299832090180813718441,
        0.0386341019613787906124366979546397325796,
        0.0414501246883161412645460790118931264803,
        0.0442737824274138403219664787399290087847,
        0.0471050958792898661299072502271122405627,
        0.049944085800687266082038126515907909062,
        0.0527907730046263271198912029807463031904,
        0.05564517836055715880834132515293865216,
        0.0585073227945126901057721096837166450754,
        0.0613772272892620809505676780038837262945,
        0.0642549128844645497886112570015802206798,
        0.0671404006768236181695211209928091626068,
        0.070033711820241773542411936757623568504,
        0.0729348675259755513850354508738275853402,
        0.0758438890627910378032286484760570740623,
        0.0787607977571197937406800374384829584908,
        0.081685614993215201942115594422531125645,
        0.0846183622133092378161051719066143416095,
        0.0875590609177696653467978309440397078697,
        0.090507732665257659207010655760707978993,
        0.0934643990728858542282201462504471620805,
        0.096429081816376823386138295859248481766,
        0.099401802630221985463696968238829904039,
        0.1023825833078409435564142094256468575113,
        0.1053714457017412555882746962569503110404,
        0.1083684117236786380094236494266198501387,
        0.111373503344817603850149254228916637444,
        0.1143867425958925363088129569196030678004,
        0.1174081515673691990545799630857802666544,
        0.120437752409606684429003879866313012766,
        0.1234755673330198007337297397753214319548,
        0.1265216186082418997947986437870347776336,
        0.12957592856628814599726498884024982591,
        0.1326385195987192279870737236776230843835,
        0.135709414157805514240390330676117013429,
        0.1387886347566916537038302838415112547204,
        0.14187620396956162271229760828788093894,
        0.144972144431804219394413888222915895793,
        0.148076478840179006778799662697342680031,
        0.15118922995298270581775963520198253612,
        0.154310420590216039548221528724806960684,
        0.157440073633751029613085766293796821108,
        0.160578212027498746369459472576090986253,
        0.163724858777577513813573599092185312343,
        0.166880036952481570555516298414089287832,
        0.1700437696832501880802590357927385730016,
        0.1732160801636372475348043545132453888896,
        0.176396991650281276284645728483848641053,
        0.1795865274628759454861005667694405189764,
        0.182784710984341029924457204693850757963,
        0.185991565660993831371265649534215563735,
        0.189207115002721066717499970560475915293,
        0.192431382583151222142727558145431011481,
        0.1956643920398273745838370498654519757025,
        0.1989061670743804817703025579763002069494,
        0.202156731452703142096396957497765876,
        0.205416109005123825604211432558411335666,
        0.208684323626581577354792255889216998483,
        0.211961399276801194468168917732493045449,
        0.2152473599804688781165202513387984576236,
        0.218542229827408361758207148117394510722,
        0.221846032972757516903891841911570785834,
        0.225158793637145437709464594384845353705,
        0.2284805361068700056940089577927818403626,
        0.231811284734075935884556653212794816605,
        0.235151063936933305692912507415415760296,
        0.238499898199816567833368865859612431546,
        0.241857812073484048593677468726595605511,
        0.245224830175257932775204967486152674173,
        0.248600977189204736621766097302495545187,
        0.251986277866316270060206031789203597321,
        0.255380757024691089579390657442301194598,
        0.258784439549716443077860441815162618762,
        0.262197350394250708014010258518416459672,
        0.265619514578806324196273999873453036297,
        0.269050957191733222554419081032338004715,
        0.272491703389402751236692044184602176772,
        0.27594177839639210038120243475928938891,
        0.279401207505669226913587970027852545961,
        0.282870016078778280726669781021514051111,
        0.286348229546025533601482208069738348358,
        0.289835873406665812232747295491552189677,
        0.293332973229089436725559789048704304684,
        0.296839554651009665933754117792451159835,
        0.300355643379650651014140567070917791291,
        0.303881265191935898574523648951997368331,
        0.30741644593467724479715157747196172848,
        0.310961211524764341922991786330755849366,
        0.314515587949354658485983613383997794966,
        0.318079601266063994690185647066116617661,
        0.321653277603157514326511812330609226158,
        0.325236643159741294629537095498721674113,
        0.32882972420595439547865089632866510792,
        0.33243254708316144935164337949073577407,
        0.336045138204145773442627904371869759286,
        0.339667524053303005360030669724352576023,
        0.343299731186835263824217146181630875424,
        0.346941786232945835788173713229537282073,
        0.350593715892034391408522196060133960038,
        0.354255546936892728298014740140702804344,
        0.357927306212901046494536695671766697444,
        0.361609020638224755585535938831941474643,
        0.365300717204011815430698360337542855432,
        0.369002422974590611929601132982192832168,
        0.372714165087668369284997857144717215791,
        0.376435970754530100216322805518686960261,
        0.380167867260238095581945274358283464698,
        0.383909881963831954872659527265192818003,
        0.387662042298529159042861017950775988895,
        0.391424375771926187149835529566243446678,
        0.395196909966200178275574599249220994717,
        0.398979672538311140209528136715194969206,
        0.402772691220204706374713524333378817108,
        0.40657599381901544248361973255451684411,
        0.410389608217270704414375128268675481146,
        0.414213562373095048801688724209698078569
      };

    double t = expm1_table[128 + m];

    /* (1+t) * (1+exp_y_minus_1) - 1 = t + (1+t)*exp_y_minus_1 */
    double p_minus_1 = t + (1.0 + t) * exp_y_minus_1;

    double s = ldexp (1.0, n) - 1.0;

    /* (1+s) * (1+p_minus_1) - 1 = s + (1+s)*p_minus_1 */
    return s + (1.0 + s) * p_minus_1;
  }
}
================================ lib/expm1f.c ================================
/* Exponential function minus one.
   Copyright (C) 2012 Free Software Foundation, Inc.

   This program is free software: you can redistribute it and/or modify
   it under the terms of the GNU General Public License as published by
   the Free Software Foundation; either version 3 of the License, or
   (at your option) any later version.

   This program is distributed in the hope that it will be useful,
   but WITHOUT ANY WARRANTY; without even the implied warranty of
   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
   GNU General Public License for more details.

   You should have received a copy of the GNU General Public License
   along with this program.  If not, see <http://www.gnu.org/licenses/>.  */

#include <config.h>

/* Specification.  */
#include <math.h>

float
expm1f (float x)
{
  return (float) expm1 ((double) x);
}
==============================================================================




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