/*
* Copyright (c) 2003, 2024, Oracle and/or its affiliates. All rights reserved.
* DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
*
* This code is free software; you can redistribute it and/or modify it
* under the terms of the GNU General Public License version 2 only, as
* published by the Free Software Foundation.
*
* This code 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
* version 2 for more details (a copy is included in the LICENSE file that
* accompanied this code).
*
* You should have received a copy of the GNU General Public License version
* 2 along with this work; if not, write to the Free Software Foundation,
* Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
*
* Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
* or visit www.oracle.com if you need additional information or have any
* questions.
*/
/*
* @test
* @bug 4851625 4900189 4939441
* @build Tests
* @build HyperbolicTests
* @run main HyperbolicTests
* @summary Tests for {Math, StrictMath}.{sinh, cosh, tanh}
*/
import static java.lang.Double.longBitsToDouble;
public class HyperbolicTests {
private HyperbolicTests(){}
static final double NaNd = Double.NaN;
public static void main(String... argv) {
int failures = 0;
failures += testSinh();
failures += testCosh();
failures += testTanh();
if (failures > 0) {
System.err.println("Testing the hyperbolic functions incurred "
+ failures + " failures.");
throw new RuntimeException();
}
}
/**
* Test accuracy of {Math, StrictMath}.sinh. The specified
* accuracy is 2.5 ulps.
*
* The defintion of sinh(x) is
*
* (e^x - e^(-x))/2
*
* The series expansion of sinh(x) =
*
* x + x^3/3! + x^5/5! + x^7/7! +...
*
* Therefore,
*
* 1. For large values of x sinh(x) ~= signum(x)*exp(|x|)/2
*
* 2. For small values of x, sinh(x) ~= x.
*
* Additionally, sinh is an odd function; sinh(-x) = -sinh(x).
*
*/
static int testSinh() {
int failures = 0;
/*
* Array elements below generated using a quad sinh
* implementation. Rounded to a double, the quad result
* *should* be correctly rounded, unless we are quite unlucky.
* Assuming the quad value is a correctly rounded double, the
* allowed error is 3.0 ulps instead of 2.5 since the quad
* value rounded to double can have its own 1/2 ulp error.
*/
double [][] testCases = {
// x sinh(x)
{0.0625, 0.06254069805219182172183988501029229},
{0.1250, 0.12532577524111545698205754229137154},
{0.1875, 0.18860056562029018382047025055167585},
{0.2500, 0.25261231680816830791412515054205787},
{0.3125, 0.31761115611357728583959867611490292},
{0.3750, 0.38385106791361456875429567642050245},
{0.4375, 0.45159088610312053032509815226723017},
{0.5000, 0.52109530549374736162242562641149155},
{0.5625, 0.59263591611468777373870867338492247},
{0.6250, 0.66649226445661608227260655608302908},
{0.6875, 0.74295294580567543571442036910465007},
{0.7500, 0.82231673193582998070366163444691386},
{0.8125, 0.90489373856606433650504536421491368},
{0.8750, 0.99100663714429475605317427568995231},
{0.9375, 1.08099191569306394011007867453992548},
{1.0000, 1.17520119364380145688238185059560082},
{1.0625, 1.27400259579739321279181130344911907},
{1.1250, 1.37778219077984075760379987065228373},
{1.1875, 1.48694549961380717221109202361777593},
{1.2500, 1.60191908030082563790283030151221415},
{1.3125, 1.72315219460596010219069206464391528},
{1.3750, 1.85111856355791532419998548438506416},
{1.4375, 1.98631821852425112898943304217629457},
{1.5000, 2.12927945509481749683438749467763195},
{1.5625, 2.28056089740825247058075476705718764},
{1.6250, 2.44075368098794353221372986997161132},
{1.6875, 2.61048376261693140366028569794027603},
{1.7500, 2.79041436627764265509289122308816092},
{1.8125, 2.98124857471401377943765253243875520},
{1.8750, 3.18373207674259205101326780071803724},
{1.9375, 3.39865608104779099764440244167531810},
{2.0000, 3.62686040784701876766821398280126192},
{2.0625, 3.86923677050642806693938384073620450},
{2.1250, 4.12673225993027252260441410537905269},
{2.1875, 4.40035304533919660406976249684469164},
{2.2500, 4.69116830589833069188357567763552003},
{2.3125, 5.00031440855811351554075363240262157},
{2.3750, 5.32899934843284576394645856548481489},
{2.4375, 5.67850746906785056212578751630266858},
{2.5000, 6.05020448103978732145032363835040319},
{2.5625, 6.44554279850040875063706020260185553},
{2.6250, 6.86606721451642172826145238779845813},
{2.6875, 7.31342093738196587585692115636603571},
{2.7500, 7.78935201149073201875513401029935330},
{2.8125, 8.29572014785741787167717932988491961},
{2.8750, 8.83450399097893197351853322827892144},
{2.9375, 9.40780885043076394429977972921690859},
{3.0000, 10.01787492740990189897459361946582867},
{3.0625, 10.66708606836969224165124519209968368},
{3.1250, 11.35797907995166028304704128775698426},
{3.1875, 12.09325364161259019614431093344260209},
{3.2500, 12.87578285468067003959660391705481220},
{3.3125, 13.70862446906136798063935858393686525},
{3.3750, 14.59503283146163690015482636921657975},
{3.4375, 15.53847160182039311025096666980558478},
{3.5000, 16.54262728763499762495673152901249743},
{3.5625, 17.61142364906941482858466494889121694},
{3.6250, 18.74903703113232171399165788088277979},
{3.6875, 19.95991268283598684128844120984214675},
{3.7500, 21.24878212710338697364101071825171163},
{3.8125, 22.62068164929685091969259499078125023},
{3.8750, 24.08097197661255803883403419733891573},
{3.9375, 25.63535922523855307175060244757748997},
{4.0000, 27.28991719712775244890827159079382096},
{4.0625, 29.05111111351106713777825462100160185},
{4.1250, 30.92582287788986031725487699744107092},
{4.1875, 32.92137796722343190618721270937061472},
{4.2500, 35.04557405638942942322929652461901154},
{4.3125, 37.30671148776788628118833357170042385},
{4.3750, 39.71362570500944929025069048612806024},
{4.4375, 42.27572177772344954814418332587050658},
{4.5000, 45.00301115199178562180965680564371424},
{4.5625, 47.90615077031205065685078058248081891},
{4.6250, 50.99648471383193131253995134526177467},
{4.6875, 54.28608852959281437757368957713936555},
{4.7500, 57.78781641599226874961859781628591635},
{4.8125, 61.51535145084362283008545918273109379},
{4.8750, 65.48325905829987165560146562921543361},
{4.9375, 69.70704392356508084094318094283346381},
{5.0000, 74.20321057778875897700947199606456364},
{5.0625, 78.98932788987998983462810080907521151},
{5.1250, 84.08409771724448958901392613147384951},
{5.1875, 89.50742798369883598816307922895346849},
{5.2500, 95.28051047011540739630959111303975956},
{5.3125, 101.42590362176666730633859252034238987},
{5.3750, 107.96762069594029162704530843962700133},
{5.4375, 114.93122359426386042048760580590182604},
{5.5000, 122.34392274639096192409774240457730721},
{5.5625, 130.23468343534638291488502321709913206},
{5.6250, 138.63433897999898233879574111119546728},
{5.6875, 147.57571121692522056519568264304815790},
{5.7500, 157.09373875244884423880085377625986165},
{5.8125, 167.22561348600435888568183143777868662},
{5.8750, 178.01092593829229887752609866133883987},
{5.9375, 189.49181995209921964640216682906501778},
{6.0000, 201.71315737027922812498206768797872263},
{6.0625, 214.72269333437984291483666459592578915},
{6.1250, 228.57126288889537420461281285729970085},
{6.1875, 243.31297962030799867970551767086092471},
{6.2500, 259.00544710710289911522315435345489966},
{6.3125, 275.70998400700299790136562219920451185},
{6.3750, 293.49186366095654566861661249898332253},
{6.4375, 312.42056915013535342987623229485223434},
{6.5000, 332.57006480258443156075705566965111346},
{6.5625, 354.01908521044116928437570109827956007},
{6.6250, 376.85144288706511933454985188849781703},
{6.6875, 401.15635576625530823119100750634165252},
{6.7500, 427.02879582326538080306830640235938517},
{6.8125, 454.56986017986077163530945733572724452},
{6.8750, 483.88716614351897894746751705315210621},
{6.9375, 515.09527172439720070161654727225752288},
{7.0000, 548.31612327324652237375611757601851598},
{7.0625, 583.67953198942753384680988096024373270},
{7.1250, 621.32368116099280160364794462812762880},
{7.1875, 661.39566611888784148449430491465857519},
{7.2500, 704.05206901515336623551137120663358760},
{7.3125, 749.45957067108712382864538206200700256},
{7.3750, 797.79560188617531521347351754559776282},
{7.4375, 849.24903675279739482863565789325699416},
{7.5000, 904.02093068584652953510919038935849651},
{7.5625, 962.32530605113249628368993221570636328},
{7.6250, 1024.38998846242707559349318193113614698},
{7.6875, 1090.45749701500081956792547346904792325},
{7.7500, 1160.78599193425808533255719118417856088},
{7.8125, 1235.65028334242796895820912936318532502},
{7.8750, 1315.34290508508890654067255740428824014},
{7.9375, 1400.17525781352742299995139486063802583},
{8.0000, 1490.47882578955018611587663903188144796},
{8.0625, 1586.60647216744061169450001100145859236},
{8.1250, 1688.93381781440241350635231605477507900},
{8.1875, 1797.86070905726094477721128358866360644},
{8.2500, 1913.81278009067446281883262689250118009},
{8.3125, 2037.24311615199935553277163192983440062},
{8.3750, 2168.63402396170125867037749369723761636},
{8.4375, 2308.49891634734644432370720900969004306},
{8.5000, 2457.38431841538268239359965370719928775},
{8.5625, 2615.87200310986940554256648824234335262},
{8.6250, 2784.58126450289932429469130598902487336},
{8.6875, 2964.17133769964321637973459949999057146},
{8.7500, 3155.34397481384944060352507473513108710},
{8.8125, 3358.84618707947841898217318996045550438},
{8.8750, 3575.47316381333288862617411467285480067},
{8.9375, 3806.07137963459383403903729660349293583},
{9.0000, 4051.54190208278996051522359589803425598},
{9.0625, 4312.84391255878980330955246931164633615},
{9.1250, 4590.99845434696991399363282718106006883},
{9.1875, 4887.09242236403719571363798584676797558},
{9.2500, 5202.28281022453561319352901552085348309},
{9.3125, 5537.80123121853803935727335892054791265},
{9.3750, 5894.95873086734181634245918412592155656},
{9.4375, 6275.15090986233399457103055108344546942},
{9.5000, 6679.86337740502119410058225086262108741},
{9.5625, 7110.67755625726876329967852256934334025},
{9.6250, 7569.27686218510919585241049433331592115},
{9.6875, 8057.45328194243077504648484392156371121},
{9.7500, 8577.11437549816065709098061006273039092},
{9.8125, 9130.29072986829727910801024120918114778},
{9.8750, 9719.14389367880274015504995181862860062},
{9.9375, 10345.97482346383208590278839409938269134},
{10.0000, 11013.23287470339337723652455484636420303},
};
for(int i = 0; i < testCases.length; i++) {
double [] testCase = testCases[i];
failures += testSinhCaseWithUlpDiff(testCase[0],
testCase[1],
3.0);
}
for(double nan : Tests.NaNs) {
failures += testSinhCaseWithUlpDiff(nan, NaNd, 0);
}
double [][] specialTestCases = {
{0.0, 0.0},
{Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY}
};
for(int i = 0; i < specialTestCases.length; i++) {
failures += testSinhCaseWithUlpDiff(specialTestCases[i][0],
specialTestCases[i][1],
0.0);
}
// For powers of 2 less than 2^(-27), the second and
// subsequent terms of the Taylor series expansion will get
// rounded away since |n-n^3| > 53, the binary precision of a
// double significand.
for(int i = DoubleConsts.MIN_SUB_EXPONENT; i < -27; i++) {
double d = Math.scalb(2.0, i);
// Result and expected are the same.
failures += testSinhCaseWithUlpDiff(d, d, 2.5);
}
// For values of x larger than 22, the e^(-x) term is
// insignificant to the floating-point result. Util exp(x)
// overflows around 709.8, sinh(x) ~= exp(x)/2; will test
// 10000 values in this range.
long trans22 = Double.doubleToLongBits(22.0);
// (approximately) largest value such that exp shouldn't
// overflow
long transExpOvfl = Double.doubleToLongBits(Math.nextDown(709.7827128933841));
for(long i = trans22;
i < transExpOvfl;
i +=(transExpOvfl-trans22)/10000) {
double d = Double.longBitsToDouble(i);
// Allow 3.5 ulps of error to deal with error in exp.
failures += testSinhCaseWithUlpDiff(d, StrictMath.exp(d)*0.5, 3.5);
}
// (approximately) largest value such that sinh shouldn't
// overflow.
long transSinhOvfl = Double.doubleToLongBits(710.4758600739439);
// Make sure sinh(x) doesn't overflow as soon as exp(x)
// overflows.
/*
* For large values of x, sinh(x) ~= 0.5*(e^x). Therefore,
*
* sinh(x) ~= e^(ln 0.5) * e^x = e^(x + ln 0.5)
*
* So, we can calculate the approximate expected result as
* exp(x + -0.693147186). However, this sum suffers from
* roundoff, limiting the accuracy of the approximation. The
* accuracy can be improved by recovering the rounded-off
* information. Since x is larger than ln(0.5), the trailing
* bits of ln(0.5) get rounded away when the two values are
* added. However, high-order bits of ln(0.5) that
* contribute to the sum can be found:
*
* offset = log(0.5);
* effective_offset = (x + offset) - x; // exact subtraction
* rounded_away_offset = offset - effective_offset; // exact subtraction
*
* Therefore, the product
*
* exp(x + offset)*exp(rounded_away_offset)
*
* will be a better approximation to the exact value of
*
* e^(x + offset)
*
* than exp(x+offset) alone. (The expected result cannot be
* computed as exp(x)*exp(offset) since exp(x) by itself would
* overflow to infinity.)
*/
double offset = StrictMath.log(0.5);
for(long i = transExpOvfl+1; i < transSinhOvfl;
i += (transSinhOvfl-transExpOvfl)/1000 ) {
double input = Double.longBitsToDouble(i);
double expected =
StrictMath.exp(input + offset) *
StrictMath.exp( offset - ((input + offset) - input) );
failures += testSinhCaseWithUlpDiff(input, expected, 4.0);
}
// sinh(x) overflows for values greater than 710; in
// particular, it overflows for all 2^i, i > 10.
for(int i = 10; i <= Double.MAX_EXPONENT; i++) {
double d = Math.scalb(2.0, i);
// Result and expected are the same.
failures += testSinhCaseWithUlpDiff(d,
Double.POSITIVE_INFINITY, 0.0);
}
return failures;
}
public static int testSinhCaseWithTolerance(double input,
double expected,
double tolerance) {
int failures = 0;
failures += Tests.testTolerance("Math.sinh", input, Math::sinh, expected, tolerance);
failures += Tests.testTolerance("Math.sinh", -input, Math::sinh, -expected, tolerance);
failures += Tests.testTolerance("StrictMath.sinh", input, StrictMath::sinh, expected, tolerance);
failures += Tests.testTolerance("StrictMath.sinh", -input, StrictMath::sinh, -expected, tolerance);
return failures;
}
public static int testSinhCaseWithUlpDiff(double input,
double expected,
double ulps) {
int failures = 0;
failures += Tests.testUlpDiff("Math.sinh", input, Math::sinh, expected, ulps);
failures += Tests.testUlpDiff("Math.sinh", -input, Math::sinh, -expected, ulps);
failures += Tests.testUlpDiff("StrictMath.sinh", input, StrictMath::sinh, expected, ulps);
failures += Tests.testUlpDiff("StrictMath.sinh", -input, StrictMath::sinh, -expected, ulps);
return failures;
}
/**
* Test accuracy of {Math, StrictMath}.cosh. The specified
* accuracy is 2.5 ulps.
*
* The defintion of cosh(x) is
*
* (e^x + e^(-x))/2
*
* The series expansion of cosh(x) =
*
* 1 + x^2/2! + x^4/4! + x^6/6! +...
*
* Therefore,
*
* 1. For large values of x cosh(x) ~= exp(|x|)/2
*
* 2. For small values of x, cosh(x) ~= 1.
*
* Additionally, cosh is an even function; cosh(-x) = cosh(x).
*
*/
static int testCosh() {
int failures = 0;
/*
* Array elements below generated using a quad cosh
* implementation. Rounded to a double, the quad result
* *should* be correctly rounded, unless we are quite unlucky.
* Assuming the quad value is a correctly rounded double, the
* allowed error is 3.0 ulps instead of 2.5 since the quad
* value rounded to double can have its own 1/2 ulp error.
*/
double [][] testCases = {
// x cosh(x)
{0.0625, 1.001953760865667607841550709632597376},
{0.1250, 1.007822677825710859846949685520422223},
{0.1875, 1.017629683800690526835115759894757615},
{0.2500, 1.031413099879573176159295417520378622},
{0.3125, 1.049226785060219076999158096606305793},
{0.3750, 1.071140346704586767299498015567016002},
{0.4375, 1.097239412531012567673453832328262160},
{0.5000, 1.127625965206380785226225161402672030},
{0.5625, 1.162418740845610783505338363214045218},
{0.6250, 1.201753692975606324229229064105075301},
{0.6875, 1.245784523776616395403056980542275175},
{0.7500, 1.294683284676844687841708185390181730},
{0.8125, 1.348641048647144208352285714214372703},
{0.8750, 1.407868656822803158638471458026344506},
{0.9375, 1.472597542369862933336886403008640891},
{1.0000, 1.543080634815243778477905620757061497},
{1.0625, 1.619593348374367728682469968448090763},
{1.1250, 1.702434658138190487400868008124755757},
{1.1875, 1.791928268324866464246665745956119612},
{1.2500, 1.888423877161015738227715728160051696},
{1.3125, 1.992298543335143985091891077551921106},
{1.3750, 2.103958159362661802010972984204389619},
{1.4375, 2.223839037619709260803023946704272699},
{1.5000, 2.352409615243247325767667965441644201},
{1.5625, 2.490172284559350293104864895029231913},
{1.6250, 2.637665356192137582275019088061812951},
{1.6875, 2.795465162524235691253423614360562624},
{1.7500, 2.964188309728087781773608481754531801},
{1.8125, 3.144494087167972176411236052303565201},
{1.8750, 3.337087043587520514308832278928116525},
{1.9375, 3.542719740149244276729383650503145346},
{2.0000, 3.762195691083631459562213477773746099},
{2.0625, 3.996372503438463642260225717607554880},
{2.1250, 4.246165228196992140600291052990934410},
{2.1875, 4.512549935859540340856119781585096760},
{2.2500, 4.796567530460195028666793366876218854},
{2.3125, 5.099327816921939817643745917141739051},
{2.3750, 5.422013837643509250646323138888569746},
{2.4375, 5.765886495263270945949271410819116399},
{2.5000, 6.132289479663686116619852312817562517},
{2.5625, 6.522654518468725462969589397439224177},
{2.6250, 6.938506971550673190999796241172117288},
{2.6875, 7.381471791406976069645686221095397137},
{2.7500, 7.853279872697439591457564035857305647},
{2.8125, 8.355774815752725814638234943192709129},
{2.8750, 8.890920130482709321824793617157134961},
{2.9375, 9.460806908834119747071078865866737196},
{3.0000, 10.067661995777765841953936035115890343},
{3.0625, 10.713856690753651225304006562698007312},
{3.1250, 11.401916013575067700373788969458446177},
{3.1875, 12.134528570998387744547733730974713055},
{3.2500, 12.914557062512392049483503752322408761},
{3.3125, 13.745049466398732213877084541992751273},
{3.3750, 14.629250949773302934853381428660210721},
{3.4375, 15.570616549147269180921654324879141947},
{3.5000, 16.572824671057316125696517821376119469},
{3.5625, 17.639791465519127930722105721028711044},
{3.6250, 18.775686128468677200079039891415789429},
{3.6875, 19.984947192985946987799359614758598457},
{3.7500, 21.272299872959396081877161903352144126},
{3.8125, 22.642774526961913363958587775566619798},
{3.8750, 24.101726314486257781049388094955970560},
{3.9375, 25.654856121347151067170940701379544221},
{4.0000, 27.308232836016486629201989612067059978},
{4.0625, 29.068317063936918520135334110824828950},
{4.1250, 30.941986372478026192360480044849306606},
{4.1875, 32.936562165180269851350626768308756303},
{4.2500, 35.059838290298428678502583470475012235},
{4.3125, 37.320111495433027109832850313172338419},
{4.3750, 39.726213847251883288518263854094284091},
{4.4375, 42.287547242982546165696077854963452084},
{4.5000, 45.014120148530027928305799939930642658},
{4.5625, 47.916586706774825161786212701923307169},
{4.6250, 51.006288368867753140854830589583165950},
{4.6875, 54.295298211196782516984520211780624960},
{4.7500, 57.796468111195389383795669320243166117},
{4.8125, 61.523478966332915041549750463563672435},
{4.8750, 65.490894152518731617237739112888213645},
{4.9375, 69.714216430810089539924900313140922323},
{5.0000, 74.209948524787844444106108044487704798},
{5.0625, 78.995657605307475581204965926043112946},
{5.1250, 84.090043934600961683400343038519519678},
{5.1875, 89.513013937957834087706670952561002466},
{5.2500, 95.285757988514588780586084642381131013},
{5.3125, 101.430833209098212357990123684449846912},
{5.3750, 107.972251614673824873137995865940755392},
{5.4375, 114.935573939814969189535554289886848550},
{5.5000, 122.348009517829425991091207107262038316},
{5.5625, 130.238522601820409078244923165746295574},
{5.6250, 138.637945543134998069351279801575968875},
{5.6875, 147.579099269447055276899288971207106581},
{5.7500, 157.096921533245353905868840194264636395},
{5.8125, 167.228603431860671946045256541679445836},
{5.8750, 178.013734732486824390148614309727161925},
{5.9375, 189.494458570056311567917444025807275896},
{6.0000, 201.715636122455894483405112855409538488},
{6.0625, 214.725021906554080628430756558271312513},
{6.1250, 228.573450380013557089736092321068279231},
{6.1875, 243.315034578039208138752165587134488645},
{6.2500, 259.007377561239126824465367865430519592},
{6.3125, 275.711797500835732516530131577254654076},
{6.3750, 293.493567280752348242602902925987643443},
{6.4375, 312.422169552825597994104814531010579387},
{6.5000, 332.571568241777409133204438572983297292},
{6.5625, 354.020497560858198165985214519757890505},
{6.6250, 376.852769667496146326030849450983914197},
{6.6875, 401.157602161123700280816957271992998156},
{6.7500, 427.029966702886171977469256622451185850},
{6.8125, 454.570960119471524953536004647195906721},
{6.8750, 483.888199441157626584508920036981010995},
{6.9375, 515.096242417696720610477570797503766179},
{7.0000, 548.317035155212076889964120712102928484},
{7.0625, 583.680388623257719787307547662358502345},
{7.1250, 621.324485894002926216918634755431456031},
{7.1875, 661.396422095589629755266517362992812037},
{7.2500, 704.052779189542208784574955807004218856},
{7.3125, 749.460237818184878095966335081928645934},
{7.3750, 797.796228612873763671070863694973560629},
{7.4375, 849.249625508044731271830060572510241864},
{7.5000, 904.021483770216677368692292389446994987},
{7.5625, 962.325825625814651122171697031114091993},
{7.6250, 1024.390476557670599008492465853663578558},
{7.6875, 1090.457955538048482588540574008226583335},
{7.7500, 1160.786422676798661020094043586456606003},
{7.8125, 1235.650687987597295222707689125107720568},
{7.8750, 1315.343285214046776004329388551335841550},
{7.9375, 1400.175614911635999247504386054087931958},
{8.0000, 1490.479161252178088627715460421007179728},
{8.0625, 1586.606787305415349050508956232945539108},
{8.1250, 1688.934113859132470361718199038326340668},
{8.1875, 1797.860987165547537276364148450577336075},
{8.2500, 1913.813041349231764486365114317586148767},
{8.3125, 2037.243361581700856522236313401822532385},
{8.3750, 2168.634254521568851112005905503069409349},
{8.4375, 2308.499132938297821208734949028296170563},
{8.5000, 2457.384521883751693037774022640629666294},
{8.5625, 2615.872194250713123494312356053193077854},
{8.6250, 2784.581444063104750127653362960649823247},
{8.6875, 2964.171506380845754878370650565756538203},
{8.7500, 3155.344133275174556354775488913749659006},
{8.8125, 3358.846335940117183452010789979584950102},
{8.8750, 3575.473303654961482727206202358956274888},
{8.9375, 3806.071511003646460448021740303914939059},
{9.0000, 4051.542025492594047194773093534725371440},
{9.0625, 4312.844028491571841588188869958240355518},
{9.1250, 4590.998563255739769060078863130940205710},
{9.1875, 4887.092524674358252509551443117048351290},
{9.2500, 5202.282906336187674588222835339193136030},
{9.3125, 5537.801321507079474415176386655744387251},
{9.3750, 5894.958815685577062811620236195525504885},
{9.4375, 6275.150989541692149890530417987358096221},
{9.5000, 6679.863452256851081801173722051940058824},
{9.5625, 7110.677626574055535297758456126491707647},
{9.6250, 7569.276928241617224537226019600213961572},
{9.6875, 8057.453343996777301036241026375049070162},
{9.7500, 8577.114433792824387959788368429252257664},
{9.8125, 9130.290784631065880205118262838330689429},
{9.8750, 9719.143945123662919857326995631317996715},
{9.9375, 10345.974871791805753327922796701684092861},
{10.0000, 11013.232920103323139721376090437880844591},
};
for(int i = 0; i < testCases.length; i++) {
double [] testCase = testCases[i];
failures += testCoshCaseWithUlpDiff(testCase[0],
testCase[1],
3.0);
}
for(double nan : Tests.NaNs) {
failures += testCoshCaseWithUlpDiff(nan, NaNd, 0);
}
double [][] specialTestCases = {
{0.0, 1.0},
{Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY}
};
for(int i = 0; i < specialTestCases.length; i++ ) {
failures += testCoshCaseWithUlpDiff(specialTestCases[i][0],
specialTestCases[i][1],
0.0);
}
// For powers of 2 less than 2^(-27), the second and
// subsequent terms of the Taylor series expansion will get
// rounded.
for(int i = DoubleConsts.MIN_SUB_EXPONENT; i < -27; i++) {
double d = Math.scalb(2.0, i);
// Result and expected are the same.
failures += testCoshCaseWithUlpDiff(d, 1.0, 2.5);
}
// For values of x larger than 22, the e^(-x) term is
// insignificant to the floating-point result. Util exp(x)
// overflows around 709.8, cosh(x) ~= exp(x)/2; will test
// 10000 values in this range.
long trans22 = Double.doubleToLongBits(22.0);
// (approximately) largest value such that exp shouldn't
// overflow
long transExpOvfl = Double.doubleToLongBits(Math.nextDown(709.7827128933841));
for(long i = trans22;
i < transExpOvfl;
i +=(transExpOvfl-trans22)/10000) {
double d = Double.longBitsToDouble(i);
// Allow 3.5 ulps of error to deal with error in exp.
failures += testCoshCaseWithUlpDiff(d, StrictMath.exp(d)*0.5, 3.5);
}
// (approximately) largest value such that cosh shouldn't
// overflow.
long transCoshOvfl = Double.doubleToLongBits(710.4758600739439);
// Make sure sinh(x) doesn't overflow as soon as exp(x)
// overflows.
/*
* For large values of x, cosh(x) ~= 0.5*(e^x). Therefore,
*
* cosh(x) ~= e^(ln 0.5) * e^x = e^(x + ln 0.5)
*
* So, we can calculate the approximate expected result as
* exp(x + -0.693147186). However, this sum suffers from
* roundoff, limiting the accuracy of the approximation. The
* accuracy can be improved by recovering the rounded-off
* information. Since x is larger than ln(0.5), the trailing
* bits of ln(0.5) get rounded away when the two values are
* added. However, high-order bits of ln(0.5) that
* contribute to the sum can be found:
*
* offset = log(0.5);
* effective_offset = (x + offset) - x; // exact subtraction
* rounded_away_offset = offset - effective_offset; // exact subtraction
*
* Therefore, the product
*
* exp(x + offset)*exp(rounded_away_offset)
*
* will be a better approximation to the exact value of
*
* e^(x + offset)
*
* than exp(x+offset) alone. (The expected result cannot be
* computed as exp(x)*exp(offset) since exp(x) by itself would
* overflow to infinity.)
*/
double offset = StrictMath.log(0.5);
for(long i = transExpOvfl+1; i < transCoshOvfl;
i += (transCoshOvfl-transExpOvfl)/1000 ) {
double input = Double.longBitsToDouble(i);
double expected =
StrictMath.exp(input + offset) *
StrictMath.exp( offset - ((input + offset) - input) );
failures += testCoshCaseWithUlpDiff(input, expected, 4.0);
}
// cosh(x) overflows for values greater than 710; in
// particular, it overflows for all 2^i, i > 10.
for(int i = 10; i <= Double.MAX_EXPONENT; i++) {
double d = Math.scalb(2.0, i);
// Result and expected are the same.
failures += testCoshCaseWithUlpDiff(d,
Double.POSITIVE_INFINITY, 0.0);
}
return failures;
}
public static int testCoshCaseWithTolerance(double input,
double expected,
double tolerance) {
int failures = 0;
failures += Tests.testTolerance("Math.cosh(double)",
input, Math.cosh(input),
expected, tolerance);
failures += Tests.testTolerance("Math.cosh(double)",
-input, Math.cosh(-input),
expected, tolerance);
failures += Tests.testTolerance("StrictMath.cosh(double)",
input, StrictMath.cosh(input),
expected, tolerance);
failures += Tests.testTolerance("StrictMath.cosh(double)",
-input, StrictMath.cosh(-input),
expected, tolerance);
return failures;
}
public static int testCoshCaseWithUlpDiff(double input,
double expected,
double ulps) {
int failures = 0;
failures += Tests.testUlpDiff("Math.cosh", input, Math::cosh, expected, ulps);
failures += Tests.testUlpDiff("Math.cosh", -input, Math::cosh, expected, ulps);
failures += Tests.testUlpDiff("StrictMath.cosh", input, StrictMath::cosh, expected, ulps);
failures += Tests.testUlpDiff("StrictMath.cosh", -input, StrictMath::cosh, expected, ulps);
return failures;
}
/**
* Test accuracy of {Math, StrictMath}.tanh. The specified
* accuracy is 2.5 ulps.
*
* The defintion of tanh(x) is
*
* (e^x - e^(-x))/(e^x + e^(-x))
*
* The series expansion of tanh(x) =
*
* x - x^3/3 + 2x^5/15 - 17x^7/315 + ...
*
* Therefore,
*
* 1. For large values of x tanh(x) ~= signum(x)
*
* 2. For small values of x, tanh(x) ~= x.
*
* Additionally, tanh is an odd function; tanh(-x) = -tanh(x).
*
*/
static int testTanh() {
int failures = 0;
/*
* Array elements below generated using a quad sinh
* implementation. Rounded to a double, the quad result
* *should* be correctly rounded, unless we are quite unlucky.
* Assuming the quad value is a correctly rounded double, the
* allowed error is 3.0 ulps instead of 2.5 since the quad
* value rounded to double can have its own 1/2 ulp error.
*/
double [][] testCases = {
// x tanh(x)
{0.0625, 0.06241874674751251449014289119421133},
{0.1250, 0.12435300177159620805464727580589271},
{0.1875, 0.18533319990813951753211997502482787},
{0.2500, 0.24491866240370912927780113149101697},
{0.3125, 0.30270972933210848724239738970991712},
{0.3750, 0.35835739835078594631936023155315807},
{0.4375, 0.41157005567402245143207555859415687},
{0.5000, 0.46211715726000975850231848364367256},
{0.5625, 0.50982997373525658248931213507053130},
{0.6250, 0.55459972234938229399903909532308371},
{0.6875, 0.59637355547924233984437303950726939},
{0.7500, 0.63514895238728731921443435731249638},
{0.8125, 0.67096707420687367394810954721913358},
{0.8750, 0.70390560393662106058763026963135371},
{0.9375, 0.73407151960434149263991588052503660},
{1.0000, 0.76159415595576488811945828260479366},
{1.0625, 0.78661881210869761781941794647736081},
{1.1250, 0.80930107020178101206077047354332696},
{1.1875, 0.82980190998595952708572559629034476},
{1.2500, 0.84828363995751289761338764670750445},
{1.3125, 0.86490661772074179125443141102709751},
{1.3750, 0.87982669965198475596055310881018259},
{1.4375, 0.89319334040035153149249598745889365},
{1.5000, 0.90514825364486643824230369645649557},
{1.5625, 0.91582454416876231820084311814416443},
{1.6250, 0.92534622531174107960457166792300374},
{1.6875, 0.93382804322259173763570528576138652},
{1.7500, 0.94137553849728736226942088377163687},
{1.8125, 0.94808528560440629971240651310180052},
{1.8750, 0.95404526017994877009219222661968285},
{1.9375, 0.95933529331468249183399461756952555},
{2.0000, 0.96402758007581688394641372410092317},
{2.0625, 0.96818721657637057702714316097855370},
{2.1250, 0.97187274591350905151254495374870401},
{2.1875, 0.97513669829362836159665586901156483},
{2.2500, 0.97802611473881363992272924300618321},
{2.3125, 0.98058304703705186541999427134482061},
{2.3750, 0.98284502917257603002353801620158861},
{2.4375, 0.98484551746427837912703608465407824},
{2.5000, 0.98661429815143028888127603923734964},
{2.5625, 0.98817786228751240824802592958012269},
{2.6250, 0.98955974861288320579361709496051109},
{2.6875, 0.99078085564125158320311117560719312},
{2.7500, 0.99185972456820774534967078914285035},
{2.8125, 0.99281279483715982021711715899682324},
{2.8750, 0.99365463431502962099607366282699651},
{2.9375, 0.99439814606575805343721743822723671},
{3.0000, 0.99505475368673045133188018525548849},
{3.0625, 0.99563456710930963835715538507891736},
{3.1250, 0.99614653067334504917102591131792951},
{3.1875, 0.99659855517712942451966113109487039},
{3.2500, 0.99699763548652601693227592643957226},
{3.3125, 0.99734995516557367804571991063376923},
{3.3750, 0.99766097946988897037219469409451602},
{3.4375, 0.99793553792649036103161966894686844},
{3.5000, 0.99817789761119870928427335245061171},
{3.5625, 0.99839182812874152902001617480606320},
{3.6250, 0.99858065920179882368897879066418294},
{3.6875, 0.99874733168378115962760304582965538},
{3.7500, 0.99889444272615280096784208280487888},
{3.8125, 0.99902428575443546808677966295308778},
{3.8750, 0.99913888583735077016137617231569011},
{3.9375, 0.99924003097049627100651907919688313},
{4.0000, 0.99932929973906704379224334434172499},
{4.0625, 0.99940808577297384603818654530731215},
{4.1250, 0.99947761936180856115470576756499454},
{4.1875, 0.99953898655601372055527046497863955},
{4.2500, 0.99959314604388958696521068958989891},
{4.3125, 0.99964094406130644525586201091350343},
{4.3750, 0.99968312756179494813069349082306235},
{4.4375, 0.99972035584870534179601447812936151},
{4.5000, 0.99975321084802753654050617379050162},
{4.5625, 0.99978220617994689112771768489030236},
{4.6250, 0.99980779516900105210240981251048167},
{4.6875, 0.99983037791655283849546303868853396},
{4.7500, 0.99985030754497877753787358852000255},
{4.8125, 0.99986789571029070417475400133989992},
{4.8750, 0.99988341746867772271011794614780441},
{4.9375, 0.99989711557251558205051185882773206},
{5.0000, 0.99990920426259513121099044753447306},
{5.0625, 0.99991987261554158551063867262784721},
{5.1250, 0.99992928749851651137225712249720606},
{5.1875, 0.99993759617721206697530526661105307},
{5.2500, 0.99994492861777083305830639416802036},
{5.3125, 0.99995139951851344080105352145538345},
{5.3750, 0.99995711010315817210152906092289064},
{5.4375, 0.99996214970350792531554669737676253},
{5.5000, 0.99996659715630380963848952941756868},
{5.5625, 0.99997052203605101013786592945475432},
{5.6250, 0.99997398574306704793434088941484766},
{5.6875, 0.99997704246374583929961850444364696},
{5.7500, 0.99997974001803825215761760428815437},
{5.8125, 0.99998212060739040166557477723121777},
{5.8750, 0.99998422147482750993344503195672517},
{5.9375, 0.99998607548749972326220227464612338},
{6.0000, 0.99998771165079557056434885235523206},
{6.0625, 0.99998915556205996764518917496149338},
{6.1250, 0.99999042981101021976277974520745310},
{6.1875, 0.99999155433311068015449574811497719},
{6.2500, 0.99999254672143162687722782398104276},
{6.3125, 0.99999342250186907900400800240980139},
{6.3750, 0.99999419537602957780612639767025158},
{6.4375, 0.99999487743557848265406225515388994},
{6.5000, 0.99999547935140419285107893831698753},
{6.5625, 0.99999601054055694588617385671796346},
{6.6250, 0.99999647931357331502887600387959900},
{6.6875, 0.99999689300449080997594368612277442},
{6.7500, 0.99999725808558628431084200832778748},
{6.8125, 0.99999758026863294516387464046135924},
{6.8750, 0.99999786459425991170635407313276785},
{6.9375, 0.99999811551081218572759991597586905},
{7.0000, 0.99999833694394467173571641595066708},
{7.0625, 0.99999853235803894918375164252059190},
{7.1250, 0.99999870481040359014665019356422927},
{7.1875, 0.99999885699910593255108365463415411},
{7.2500, 0.99999899130518359709674536482047025},
{7.3125, 0.99999910982989611769943303422227663},
{7.3750, 0.99999921442759946591163427422888252},
{7.4375, 0.99999930673475777603853435094943258},
{7.5000, 0.99999938819554614875054970643513124},
{7.5625, 0.99999946008444508183970109263856958},
{7.6250, 0.99999952352618001331402589096040117},
{7.6875, 0.99999957951331792817413683491979752},
{7.7500, 0.99999962892179632633374697389145081},
{7.8125, 0.99999967252462750190604116210421169},
{7.8750, 0.99999971100399253750324718031574484},
{7.9375, 0.99999974496191422474977283863588658},
{8.0000, 0.99999977492967588981001883295636840},
{8.0625, 0.99999980137613348259726597081723424},
{8.1250, 0.99999982471505097353529823063673263},
{8.1875, 0.99999984531157382142423402736529911},
{8.2500, 0.99999986348794179107425910499030547},
{8.3125, 0.99999987952853049895833839645847571},
{8.3750, 0.99999989368430056302584289932834041},
{8.4375, 0.99999990617672396471542088609051728},
{8.5000, 0.99999991720124905211338798152800748},
{8.5625, 0.99999992693035839516545287745322387},
{8.6250, 0.99999993551626733394129009365703767},
{8.6875, 0.99999994309330543951799157347876934},
{8.7500, 0.99999994978001814614368429416607424},
{8.8125, 0.99999995568102143535399207289008504},
{8.8750, 0.99999996088863858914831986187674522},
{8.9375, 0.99999996548434461974481685677429908},
{9.0000, 0.99999996954004097447930211118358244},
{9.0625, 0.99999997311918045901919121395899372},
{9.1250, 0.99999997627775997868467948564005257},
{9.1875, 0.99999997906519662964368381583648379},
{9.2500, 0.99999998152510084671976114264303159},
{9.3125, 0.99999998369595870397054673668361266},
{9.3750, 0.99999998561173404286033236040150950},
{9.4375, 0.99999998730239984852716512979473289},
{9.5000, 0.99999998879440718770812040917618843},
{9.5625, 0.99999999011109904501789298212541698},
{9.6250, 0.99999999127307553219220251303121960},
{9.6875, 0.99999999229851618412119275358396363},
{9.7500, 0.99999999320346438410630581726217930},
{9.8125, 0.99999999400207836827291739324060736},
{9.8750, 0.99999999470685273619047001387577653},
{9.9375, 0.99999999532881393331131526966058758},
{10.0000, 0.99999999587769276361959283713827574},
};
for(int i = 0; i < testCases.length; i++) {
double [] testCase = testCases[i];
failures += testTanhCaseWithUlpDiff(testCase[0],
testCase[1],
3.0);
}
for(double nan : Tests.NaNs) {
failures += testTanhCaseWithUlpDiff(nan, NaNd, 0);
}
double [][] specialTestCases = {
{0.0, 0.0},
{Double.POSITIVE_INFINITY, 1.0}
};
for(int i = 0; i < specialTestCases.length; i++) {
failures += testTanhCaseWithUlpDiff(specialTestCases[i][0],
specialTestCases[i][1],
0.0);
}
// For powers of 2 less than 2^(-27), the second and
// subsequent terms of the Taylor series expansion will get
// rounded away since |n-n^3| > 53, the binary precision of a
// double significand.
for(int i = DoubleConsts.MIN_SUB_EXPONENT; i < -27; i++) {
double d = Math.scalb(2.0, i);
// Result and expected are the same.
failures += testTanhCaseWithUlpDiff(d, d, 2.5);
}
// For values of x larger than 22, tanh(x) is 1.0 in double
// floating-point arithmetic.
for(int i = 22; i < 32; i++) {
failures += testTanhCaseWithUlpDiff(i, 1.0, 2.5);
}
for(int i = 5; i <= Double.MAX_EXPONENT; i++) {
double d = Math.scalb(2.0, i);
failures += testTanhCaseWithUlpDiff(d, 1.0, 2.5);
}
failures += testTanhAdditionalTests();
return failures;
}
/**
* Test accuracy of {Math, StrictMath}.tanh using quad precision
* tanh implementation as the reference. There are additional tests.
* The specified accuracy is 2.5 ulps.
*
*/
static int testTanhAdditionalTests() {
int failures = 0;
/*
* Array elements below are generated using a quad precision tanh
* implementation (libquadmath). Rounded to a double, the quad result
* *should* be correctly rounded, unless we are quite unlucky.
* Assuming the quad value is a correctly rounded double, the
* allowed error is 3.0 ulps instead of 2.5 since the quad
* value rounded to double can have its own 1/2 ulp error.
*/
double[][] testCases = {
// x tanh(x)
{1.09951162777600024414062500000000000e+12, 1.00000000000000000000000000000000000e+00},
{1.56250000000000416333634234433702659e-02, 1.56237285584089068255495133849899136e-02},
{1.61254882812500000000000000000000000e+01, 9.99999999999980293529906376885389048e-01},
{2.53165043529127054000582575099542737e-01, 2.47891535884497437358843835970604812e-01},
{2.05669906337718799704816774465143681e+00, 9.67821952180774991463712302156014956e-01},
{8.73243486124784240587359818164259195e+00, 9.99999947984421044859570034536492937e-01},
{1.35302734375000000000000000000000000e+00, 8.74765946489987955543753077657414741e-01},
{7.51299319580434721288497712521348149e-01, 6.35923468395323117288273690770900477e-01},
{9.53088818012631927567568368431238923e-02, 9.50213381512267711017656118902912332e-02},
{7.64443165964961757197215774795040488e-01, 6.43686625696507143760198874608796949e-01},
{9.80772770147126660145175947036477737e-02, 9.77640088885469645387119927980991050e-02},
{8.00000000000000044408920985006261617e-01, 6.64036770267848988511881426480887109e-01},
{6.58800443825626694943631278533757722e-03, 6.58790912948844334160953310959647563e-03},
{3.50634723606509357551885841530747712e+00, 9.98200861366828007281302037717336212e-01},
{8.80951107580675074615328412619419396e-01, 7.06895478355484050029724917425086249e-01},
{9.41693953354077795125931515940465033e-01, 7.35999567964351009171211613664845735e-01},
{4.86714106743433794211028953213826753e-01, 4.51604571680788935707314000261162601e-01},
{4.99999999970896114032115065128891729e-01, 4.62117157237121073362068671381593592e-01},
{1.27999999999999971578290569595992565e+02, 1.00000000000000000000000000000000000e+00},
{1.00000000000000022204460492503130808e+00, 7.61594155955764981372495044941331753e-01},
{1.09951162777600024414062500000000000e+12, 1.00000000000000000000000000000000000e+00},
{5.00000000000000777156117237609578297e-01, 4.62117157260010369694985045764006657e-01},
{3.90625000000001474514954580286030250e-03, 3.90623013190635482599726614938805467e-03},
{1.56250000000000659194920871186695877e-02, 1.56237285584089311057499113400637264e-02},
{1.25000000000001332267629550187848508e-01, 1.24353001771597519720531117125519878e-01},
{1.56250000000005169475958410885141348e-02, 1.56237285584093820237573019342883109e-02},
{2.00000000000022737367544323205947876e+00, 9.64027580075832948084133680630298643e-01},
{6.25000000000080352391407245704613160e-02, 6.24187467475205184231888372622987839e-02},
{2.50000000000049737991503207013010979e-01, 2.44918662403755883728363950973251081e-01},
{2.50000000000454747350886464118957520e-01, 2.44918662404136598540089724354621762e-01},
{7.81250000001537658889105841808486730e-03, 7.81234105817638947180855590780540396e-03},
{8.00000000002179945113311987370252609e+00, 9.99999774929675899622836792366347278e-01},
{8.00000000002182787284255027770996094e+00, 9.99999774929675899635630557632573807e-01},
{1.00000000004506106598967107856879011e+00, 7.61594155974689379640247120538425632e-01},
{5.00000000024432678102925819985102862e-01, 4.62117157279224782806433798595181278e-01},
{5.00000000124148025193449029757175595e-01, 4.62117157357645691462301850285961295e-01},
{1.25000000043655745685100555419921875e-01, 1.24353001814576875736126314329404676e-01},
{1.56250130385160446166992187500000000e-02, 1.56237415937421937398207048034470765e-02},
{6.25000596046447753906250000000000000e-02, 6.24188061199314157260056878713262148e-02},
{6.25001570879248902201652526855468750e-02, 6.24189032234056148184566765458350515e-02},
{3.12509536743164062500000000000000000e-02, 3.12407841896026978197614959195842857e-02},
{1.00024414062500000000000000000000000e+00, 7.61696669690972358277739369649969500e-01},
{1.25091552734375000000000000000000000e-01, 1.24443137738349286849917747910445080e-01},
{6.25703578334750876166481248219497502e-02, 6.24888301519391612116796252071905868e-02},
{2.52525252525252597024518763646483421e-01, 2.47290965006585965880182136581880733e-01},
{1.00000000164410457817454336293394590e-03, 9.99999668310902934017090322313224382e-04},
{1.00000000966720672609944209341392707e-03, 9.99999676333997058845099107943491685e-04},
{5.13687551499984795810860305209644139e-01, 4.72813376851263299460550751434331149e-01},
{1.03125000000000000000000000000000000e+00, 7.74409187434213568286703209738132986e-01},
{1.03372912114974835340319714305223897e+00, 7.75399652279487427958938283855319050e-01},
{8.73243486124791523650401359191164374e+00, 9.99999947984421044867146689152891277e-01},
{5.46364074509520181166521979321260005e-01, 4.97790203319363272413440879555555135e-01},
{5.48776992118357842542764046811498702e-01, 4.99603030846724465253358333732665160e-01},
{8.62884521484375000000000000000000000e-03, 8.62863106199946057455229821459862778e-03},
{5.56840723899044820477399753144709393e-01, 5.05629619734278492036257594911833276e-01},
{1.12042968912429174999090264464030042e+00, 8.07718324543002512898290101804260243e-01},
{2.80761718750000000000000000000000000e-01, 2.73609921989813966516244201735889906e-01},
{4.50982142857161694138312668655999005e+00, 9.99758010610690750512553927515350523e-01},
{1.79803946803892764072507759465224808e-02, 1.79784572761372499903768063141254578e-02},
{2.90674624105783541150316295897937380e-01, 2.82755618405959946459876962574827861e-01},
{3.00000000019552404140199541870970279e-01, 2.91312612469484033539387970973996561e-01},
{1.52306844600212459850396840010944288e-01, 1.51139964502163284820786391222343666e-01},
{1.21913138136517762433186362613923848e+00, 8.39397762830401796350294214789399315e-01},
{1.91612901016097944562055488404439529e-02, 1.91589453912240029886209020645693670e-02},
{1.23194037796136601770058405236341059e+00, 8.43141232466373734055029303451281784e-01},
{5.14544145441922751160745974630117416e+00, 9.99932120037417992977353814124626761e-01},
{1.29608715898613313655118872702587396e+00, 8.60712461444305632100271902930674052e-01},
{1.35302734375000000000000000000000000e+00, 8.74765946489987955543753077657414741e-01},
{6.89141205308152926534148718928918242e-01, 5.97430012402391408227990740295335202e-01},
{2.16702398900134561576802383342510439e-02, 2.16668484172600518601166701940771309e-02},
{6.95330121814107471323040954302996397e-01, 6.01395252733578654705526153849150843e-01},
{1.70127028180982076566857275068400668e-04, 1.70127026539641570641832179464678521e-04},
{6.98731899876564921392230189667316154e-01, 6.03562246839061712657431798989209285e-01},
{2.82308042901865396956395670713391155e+00, 9.92962754889608618611084237181745775e-01},
{8.85009765625000000000000000000000000e-02, 8.82706391518277914218106043840064600e-02},
{1.44086021505376304929768593865446746e+00, 8.93870759190524111186764508137227647e-01},
{4.52708479240923750142044923450157512e-02, 4.52399464814195843886615749285771251e-02},
{7.42434201630502221824770003877347335e-01, 6.30613596749571014884527941122811076e-01},
{7.47314453125000000000000000000000000e-01, 6.33544059591028741704251380359792317e-01},
{2.33572976827208893257914468222224968e-02, 2.33530509808936286709795071423335732e-02},
{7.51392746195329142011587464367039502e-01, 6.35979110106607807348963004903609067e-01},
{7.51649175412362091641682582121575251e-01, 6.36131796640758591543062918907122080e-01},
{7.62560692649938864917658065678551793e-01, 6.42582785959772486552828548950126373e-01},
{7.64660852335945273594575155584607273e-01, 6.43814099671361386286313072270915932e-01},
{1.92871093750000000000000000000000000e-01, 1.90514597602311764623059750704793759e-01},
{2.43864313521849479515779535176989157e-02, 2.43815983142663741885939851467013521e-02},
{3.97705078125000000000000000000000000e-01, 3.77983627858614640283948547303348236e-01},
{7.98034667968750000000000000000000000e-01, 6.62936606884708330125541187161682941e-01},
{7.99316406250000000000000000000000000e-01, 6.63654430152659513562528989372441102e-01},
{1.99890136718750000000000000000000000e-01, 1.97269734600247465099938891830640889e-01},
{2.00000000008910994164779140191967599e-01, 1.97375320233467849151455260287892058e-01},
{4.00000000093461316463816501709516160e-01, 3.79948962335194012629557116519596150e-01},
{2.00000000069810862646235705142316874e-01, 1.97375320291995240418209079080646997e-01},
{1.00000000056612609045103567950718571e-01, 9.96679946810060529704707312198636589e-02},
{1.00000000080404896629637789828848327e-01, 9.96679947045619948897444345018478492e-02},
{1.66666666666666696272613990004174411e+00, 9.31109608667577693190680177920119455e-01},
{1.31034851074218750000000000000000000e-02, 1.31027351970209980614612589861988504e-02},
{8.43444227005861080215254332870244980e-01, 6.87629045782656322925865941652078512e-01},
{4.25596815032856623517432126391213387e-01, 4.01634947321531793299729470086813678e-01},
{8.54614885269050605920426733064232394e-01, 6.93472710492835200064966331725774025e-01},
{8.63777419830865200722769259300548583e-01, 6.98198780318331041148483592329099127e-01},
{2.70117449276632004551146337689715438e-02, 2.70051772786722224566765342032635559e-02},
{2.16282487792377908775165451515931636e-01, 2.12971988592557031781365419455581001e-01},
{1.73204653003120601084674490266479552e+00, 9.39297315789076214802641716736658105e-01},
{2.71436010781672190650404274947504746e-02, 2.71369367992428389623549774823710978e-02},
{8.69092640155437079485523099720012397e-01, 7.00912831250687651307196017605464473e-01},
{2.78015136718750000000000000000000000e-02, 2.77943530651526982827985645341156701e-02},
{9.10156250000000000000000000000000000e-01, 7.21207240669352050307412688531998165e-01},
{2.27787862235060922788676407435559668e-01, 2.23928183342045426304404589794035157e-01},
{5.71524498377538048288215577485971153e-02, 5.70903033991663026980553749418981725e-02},
{3.66406250000000000000000000000000000e+00, 9.98687254335130669671645868977829517e-01},
{5.72863132979952241474741470028675394e-02, 5.72237295373843844708720164610859507e-02},
{1.15265335196343660095763539175095502e-01, 1.14757558082362397172277983632352767e-01},
{9.22871508732805212460448274214286357e-01, 7.27253018562057912939305739474564638e-01},
{1.44882202148437500000000000000000000e-02, 1.44872065663080247568859985337817684e-02},
{2.33459472656250000000000000000000000e-01, 2.29308506606965514793638071915067313e-01},
{4.67608948699241744328958247933769599e-01, 4.36265367328226513916944408221096440e-01},
{2.34375000000000000000000000000000000e-01, 2.30175711032132981819570603563403063e-01},
{2.93977526337722387672624080323657836e-02, 2.93892867747176836833509722656208701e-02},
{1.89257812500000000000000000000000000e+00, 9.55597542193888546329823463414294394e-01},
{2.95798696005085230698039566732404637e-02, 2.95712454656271068251835101101858187e-02},
{1.89360756176453159937977943627629429e+00, 9.55686843743833788059988471898348142e-01},
{4.74943000289441419337066463413066231e-01, 4.42184502480986035803118250513914071e-01},
{4.76562500000000000000000000000000000e-01, 4.43486412595195826790440814160101630e-01},
{9.59027831303091549131067949929274619e-01, 7.43842915769532264613887042424467929e-01},
{3.09784640940728682456661857713697827e-02, 3.09685582448730820784897541732374591e-02},
{1.98437499999999977795539507496869192e+00, 9.62906870975765387287608356129776957e-01},
{9.97205648659918675313917901803506538e-01, 7.60418100316000600203658397859135661e-01},
{3.90291213989257769131913100579822640e-03, 3.90289232268659551022766662201699736e-03},
{3.90481948852539019131913100579822640e-03, 3.90479964225138860483705936617354227e-03},
{3.12423706054687500000000000000000000e-02, 3.12322094954161727499363714231262395e-02},
{3.90535406768321947598709975579822640e-03, 3.90533421325712750455622728849037270e-03},
{7.81154632568359288263826201159645279e-03, 7.81138744204279466358299901763388375e-03},
{1.24999789521095569511111023075500270e-01, 1.24352794547462473786771370350680283e-01},
{9.99999444341875043384959553804947063e-01, 7.61593922593510941370556728778707492e-01},
{9.99999895691871532044103787484345958e-01, 7.61594112149023829770882693858011645e-01},
{2.49999998130078865399283927217766177e-01, 2.44918660645955495851244772320875652e-01},
{2.49999998603016110321206610933586489e-01, 2.44918661090523528987141309434443089e-01},
{4.99999999970896114032115065128891729e-01, 4.62117157237121073362068671381593592e-01},
{9.99999999999829358721115113439736888e-01, 7.61594155955693223160706417649502130e-01},
{3.12499999999979183318288278314867057e-02, 3.12398314460291771315638233977623908e-02},
{6.24999999999973701592104191604448715e-02, 6.24187467475098948954758673929811576e-02},
{9.99999999999998556710067987296497449e-01, 7.61594155955764281974719327416526334e-01},
{1.27999999999999971578290569595992565e+02, 1.00000000000000000000000000000000000e+00},
{3.44827586206896546938693859374325257e-02, 3.44690977543900329082306735053903756e-02},
{6.89655172413793093877387718748650514e-02, 6.88563859490195017187269420471893052e-02},
{1.03448275862068964081608157812297577e-01, 1.03080829858086020470241143281488892e-01},
{1.37931034482758618775477543749730103e-01, 1.37062928881132531260309423128680656e-01},
{1.72413793103448287347134737501619384e-01, 1.70725445282084714146447066718646674e-01},
{2.06896551724137955918791931253508665e-01, 2.03994088403983264406130799853712156e-01},
{2.41379310344827624490449125005397946e-01, 2.36798141876826809207868665407968027e-01},
{2.75862068965517293062106318757287227e-01, 2.69071023201531202536913498454407638e-01},
{3.10344827586206961633763512509176508e-01, 3.00750767242988858303859696730149916e-01},
{3.44827586206896630205420706261065789e-01, 3.31780427497542984412066808006924260e-01},
{3.79310344827586298777077900012955070e-01, 3.62108391409330839416919529705937418e-01},
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};
for (int i = 0; i < testCases.length; i++) {
double[] testCase = testCases[i];
failures += testTanhCaseWithUlpDiff(testCase[0],
testCase[1],
3.0);
}
return failures;
}
public static int testTanhCaseWithTolerance(double input,
double expected,
double tolerance) {
int failures = 0;
failures += Tests.testTolerance("Math.tanh", input, Math::tanh, expected, tolerance);
failures += Tests.testTolerance("Math.tanh", -input, Math::tanh, -expected, tolerance);
failures += Tests.testTolerance("StrictMath.tanh", input, StrictMath::tanh, expected, tolerance);
failures += Tests.testTolerance("StrictMath.tanh", -input, StrictMath::tanh, -expected, tolerance);
return failures;
}
public static int testTanhCaseWithUlpDiff(double input,
double expected,
double ulps) {
int failures = 0;
failures += Tests.testUlpDiffWithAbsBound("Math.tanh", input, Math::tanh, expected, ulps, 1.0);
failures += Tests.testUlpDiffWithAbsBound("Math.tanh", -input, Math::tanh, -expected, ulps, 1.0);
failures += Tests.testUlpDiffWithAbsBound("StrictMath.tanh", input, StrictMath::tanh, expected, ulps, 1.0);
failures += Tests.testUlpDiffWithAbsBound("StrictMath.tanh", -input, StrictMath::tanh, -expected, ulps, 1.0);
return failures;
}
}