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authorAdhemerval Zanella <adhemerval.zanella@linaro.org>2024-10-28 17:58:18 -0300
committerAdhemerval Zanella <adhemerval.zanella@linaro.org>2024-11-22 10:52:27 -0300
commit994fec2397770e0655d240f7c9f9e5c29dbb0926 (patch)
treea4549b0e5aa225f10ff35754bc5025360857320e /sysdeps
parentc4c64ba5d10fecc3bb3749d72c69ce21fe0d0aaa (diff)
downloadglibc-994fec2397770e0655d240f7c9f9e5c29dbb0926.tar.xz
glibc-994fec2397770e0655d240f7c9f9e5c29dbb0926.zip
math: Use erff from CORE-MATH
The CORE-MATH implementation is correctly rounded (for any rounding mode) and shows better performance to the generic erff. The code was adapted to glibc style and to use the definition of math_config.h. Benchtest on x64_64 (Ryzen 9 5900X, gcc 14.2.1), aarch64 (M1, gcc 13.2.1), and powerpc (POWER10, gcc 13.2.1): latency master patched improvement x86_64 85.7363 45.1372 47.35% x86_64v2 86.6337 38.5816 55.47% x86_64v3 71.3810 34.0843 52.25% i686 190.143 97.5014 48.72% aarch64 34.9091 14.9320 57.23% power10 38.6160 8.5188 77.94% powerpc 39.7446 8.45781 78.72% reciprocal-throughput master patched improvement x86_64 35.1739 14.7603 58.04% x86_64v2 34.5976 11.2283 67.55% x86_64v3 27.3260 9.8550 63.94% i686 91.0282 30.8840 66.07% aarch64 22.5831 6.9615 69.17% power10 18.0386 3.0918 82.86% powerpc 20.7277 3.63396 82.47% Signed-off-by: Alexei Sibidanov <sibid@uvic.ca> Signed-off-by: Paul Zimmermann <Paul.Zimmermann@inria.fr> Signed-off-by: Adhemerval Zanella <adhemerval.zanella@linaro.org> Reviewed-by: DJ Delorie <dj@redhat.com>
Diffstat (limited to 'sysdeps')
-rw-r--r--sysdeps/aarch64/libm-test-ulps1
-rw-r--r--sysdeps/alpha/fpu/libm-test-ulps4
-rw-r--r--sysdeps/arc/fpu/libm-test-ulps4
-rw-r--r--sysdeps/arc/nofpu/libm-test-ulps1
-rw-r--r--sysdeps/arm/libm-test-ulps4
-rw-r--r--sysdeps/csky/fpu/libm-test-ulps4
-rw-r--r--sysdeps/csky/nofpu/libm-test-ulps4
-rw-r--r--sysdeps/hppa/fpu/libm-test-ulps4
-rw-r--r--sysdeps/i386/fpu/libm-test-ulps4
-rw-r--r--sysdeps/i386/i686/fpu/multiarch/libm-test-ulps4
-rw-r--r--sysdeps/ieee754/flt-32/s_erff.c392
-rw-r--r--sysdeps/loongarch/lp64/libm-test-ulps4
-rw-r--r--sysdeps/m68k/m680x0/fpu/libm-test-ulps4
-rw-r--r--sysdeps/microblaze/libm-test-ulps1
-rw-r--r--sysdeps/mips/mips32/libm-test-ulps4
-rw-r--r--sysdeps/mips/mips64/libm-test-ulps4
-rw-r--r--sysdeps/nios2/libm-test-ulps1
-rw-r--r--sysdeps/or1k/fpu/libm-test-ulps4
-rw-r--r--sysdeps/or1k/nofpu/libm-test-ulps4
-rw-r--r--sysdeps/powerpc/fpu/libm-test-ulps4
-rw-r--r--sysdeps/powerpc/nofpu/libm-test-ulps4
-rw-r--r--sysdeps/riscv/nofpu/libm-test-ulps4
-rw-r--r--sysdeps/riscv/rvd/libm-test-ulps4
-rw-r--r--sysdeps/s390/fpu/libm-test-ulps4
-rw-r--r--sysdeps/sh/libm-test-ulps2
-rw-r--r--sysdeps/sparc/fpu/libm-test-ulps4
-rw-r--r--sysdeps/x86_64/fpu/libm-test-ulps4
27 files changed, 247 insertions, 235 deletions
diff --git a/sysdeps/aarch64/libm-test-ulps b/sysdeps/aarch64/libm-test-ulps
index 4979769b58..fc10f7f80d 100644
--- a/sysdeps/aarch64/libm-test-ulps
+++ b/sysdeps/aarch64/libm-test-ulps
@@ -991,7 +991,6 @@ ldouble: 5
Function: "erf":
double: 1
-float: 1
ldouble: 1
Function: "erf_advsimd":
diff --git a/sysdeps/alpha/fpu/libm-test-ulps b/sysdeps/alpha/fpu/libm-test-ulps
index a2b5404f9d..bbb3a5c459 100644
--- a/sysdeps/alpha/fpu/libm-test-ulps
+++ b/sysdeps/alpha/fpu/libm-test-ulps
@@ -909,22 +909,18 @@ ldouble: 5
Function: "erf":
double: 1
-float: 1
ldouble: 1
Function: "erf_downward":
double: 1
-float: 1
ldouble: 2
Function: "erf_towardzero":
double: 1
-float: 1
ldouble: 1
Function: "erf_upward":
double: 1
-float: 1
ldouble: 2
Function: "erfc":
diff --git a/sysdeps/arc/fpu/libm-test-ulps b/sysdeps/arc/fpu/libm-test-ulps
index c6f3646797..9e422da289 100644
--- a/sysdeps/arc/fpu/libm-test-ulps
+++ b/sysdeps/arc/fpu/libm-test-ulps
@@ -733,19 +733,15 @@ float: 6
Function: "erf":
double: 1
-float: 1
Function: "erf_downward":
double: 1
-float: 1
Function: "erf_towardzero":
double: 1
-float: 2
Function: "erf_upward":
double: 2
-float: 2
Function: "erfc":
double: 5
diff --git a/sysdeps/arc/nofpu/libm-test-ulps b/sysdeps/arc/nofpu/libm-test-ulps
index 6319012db5..2c24fdf663 100644
--- a/sysdeps/arc/nofpu/libm-test-ulps
+++ b/sysdeps/arc/nofpu/libm-test-ulps
@@ -177,7 +177,6 @@ float: 2
Function: "erf":
double: 1
-float: 1
Function: "erfc":
double: 5
diff --git a/sysdeps/arm/libm-test-ulps b/sysdeps/arm/libm-test-ulps
index d9317046a9..153cd1f3d7 100644
--- a/sysdeps/arm/libm-test-ulps
+++ b/sysdeps/arm/libm-test-ulps
@@ -726,19 +726,15 @@ float: 3
Function: "erf":
double: 1
-float: 1
Function: "erf_downward":
double: 1
-float: 1
Function: "erf_towardzero":
double: 1
-float: 1
Function: "erf_upward":
double: 1
-float: 1
Function: "erfc":
double: 5
diff --git a/sysdeps/csky/fpu/libm-test-ulps b/sysdeps/csky/fpu/libm-test-ulps
index c3a3db9bcb..d276db245b 100644
--- a/sysdeps/csky/fpu/libm-test-ulps
+++ b/sysdeps/csky/fpu/libm-test-ulps
@@ -719,19 +719,15 @@ float: 3
Function: "erf":
double: 1
-float: 1
Function: "erf_downward":
double: 1
-float: 1
Function: "erf_towardzero":
double: 1
-float: 1
Function: "erf_upward":
double: 1
-float: 1
Function: "erfc":
double: 5
diff --git a/sysdeps/csky/nofpu/libm-test-ulps b/sysdeps/csky/nofpu/libm-test-ulps
index 68a74bf1d0..ea08fd5378 100644
--- a/sysdeps/csky/nofpu/libm-test-ulps
+++ b/sysdeps/csky/nofpu/libm-test-ulps
@@ -717,19 +717,15 @@ float: 3
Function: "erf":
double: 1
-float: 1
Function: "erf_downward":
double: 1
-float: 1
Function: "erf_towardzero":
double: 1
-float: 1
Function: "erf_upward":
double: 1
-float: 1
Function: "erfc":
double: 5
diff --git a/sysdeps/hppa/fpu/libm-test-ulps b/sysdeps/hppa/fpu/libm-test-ulps
index a3e66291a0..a16f86ac8b 100644
--- a/sysdeps/hppa/fpu/libm-test-ulps
+++ b/sysdeps/hppa/fpu/libm-test-ulps
@@ -742,20 +742,16 @@ float: 3
Function: "erf":
double: 1
-float: 1
ldouble: 1
Function: "erf_downward":
double: 1
-float: 1
Function: "erf_towardzero":
double: 1
-float: 1
Function: "erf_upward":
double: 1
-float: 1
Function: "erfc":
double: 5
diff --git a/sysdeps/i386/fpu/libm-test-ulps b/sysdeps/i386/fpu/libm-test-ulps
index a77ded2648..041c180f7a 100644
--- a/sysdeps/i386/fpu/libm-test-ulps
+++ b/sysdeps/i386/fpu/libm-test-ulps
@@ -1078,25 +1078,21 @@ ldouble: 3
Function: "erf":
double: 1
-float: 1
float128: 1
ldouble: 1
Function: "erf_downward":
double: 1
-float: 1
float128: 2
ldouble: 1
Function: "erf_towardzero":
double: 1
-float: 1
float128: 1
ldouble: 1
Function: "erf_upward":
double: 1
-float: 1
float128: 2
ldouble: 1
diff --git a/sysdeps/i386/i686/fpu/multiarch/libm-test-ulps b/sysdeps/i386/i686/fpu/multiarch/libm-test-ulps
index a9cd01bf03..e3ee0c61f6 100644
--- a/sysdeps/i386/i686/fpu/multiarch/libm-test-ulps
+++ b/sysdeps/i386/i686/fpu/multiarch/libm-test-ulps
@@ -1081,25 +1081,21 @@ ldouble: 3
Function: "erf":
double: 1
-float: 1
float128: 1
ldouble: 1
Function: "erf_downward":
double: 1
-float: 1
float128: 2
ldouble: 1
Function: "erf_towardzero":
double: 1
-float: 1
float128: 1
ldouble: 1
Function: "erf_upward":
double: 1
-float: 1
float128: 2
ldouble: 1
diff --git a/sysdeps/ieee754/flt-32/s_erff.c b/sysdeps/ieee754/flt-32/s_erff.c
index 61e2555267..025c207962 100644
--- a/sysdeps/ieee754/flt-32/s_erff.c
+++ b/sysdeps/ieee754/flt-32/s_erff.c
@@ -1,154 +1,256 @@
-/* s_erff.c -- float version of s_erf.c.
- */
+/* Correctly-rounded error function for binary32 value.
-/*
- * ====================================================
- * Copyright (C) 1993 by Sun Microsystems, Inc. All rights reserved.
- *
- * Developed at SunPro, a Sun Microsystems, Inc. business.
- * Permission to use, copy, modify, and distribute this
- * software is freely granted, provided that this notice
- * is preserved.
- * ====================================================
- */
+Copyright (c) 2022-2024 Alexei Sibidanov.
-#if defined(LIBM_SCCS) && !defined(lint)
-static char rcsid[] = "$NetBSD: s_erff.c,v 1.4 1995/05/10 20:47:07 jtc Exp $";
-#endif
+This file is part of the CORE-MATH project
+project (file src/binary32/erf/erff.c revision bc385c2).
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+*/
-#include <errno.h>
-#include <float.h>
#include <math.h>
-#include <math-narrow-eval.h>
-#include <math_private.h>
-#include <math-underflow.h>
+#include <stdint.h>
#include <libm-alias-float.h>
-#include <fix-int-fp-convert-zero.h>
+#include "math_config.h"
-static const float
-tiny = 1e-30,
-one = 1.0000000000e+00, /* 0x3F800000 */
-erx = 8.4506291151e-01, /* 0x3f58560b */
-/*
- * Coefficients for approximation to erf on [0,0.84375]
- */
-efx = 1.2837916613e-01, /* 0x3e0375d4 */
-pp0 = 1.2837916613e-01, /* 0x3e0375d4 */
-pp1 = -3.2504209876e-01, /* 0xbea66beb */
-pp2 = -2.8481749818e-02, /* 0xbce9528f */
-pp3 = -5.7702702470e-03, /* 0xbbbd1489 */
-pp4 = -2.3763017452e-05, /* 0xb7c756b1 */
-qq1 = 3.9791721106e-01, /* 0x3ecbbbce */
-qq2 = 6.5022252500e-02, /* 0x3d852a63 */
-qq3 = 5.0813062117e-03, /* 0x3ba68116 */
-qq4 = 1.3249473704e-04, /* 0x390aee49 */
-qq5 = -3.9602282413e-06, /* 0xb684e21a */
-/*
- * Coefficients for approximation to erf in [0.84375,1.25]
- */
-pa0 = -2.3621185683e-03, /* 0xbb1acdc6 */
-pa1 = 4.1485610604e-01, /* 0x3ed46805 */
-pa2 = -3.7220788002e-01, /* 0xbebe9208 */
-pa3 = 3.1834661961e-01, /* 0x3ea2fe54 */
-pa4 = -1.1089469492e-01, /* 0xbde31cc2 */
-pa5 = 3.5478305072e-02, /* 0x3d1151b3 */
-pa6 = -2.1663755178e-03, /* 0xbb0df9c0 */
-qa1 = 1.0642088205e-01, /* 0x3dd9f331 */
-qa2 = 5.4039794207e-01, /* 0x3f0a5785 */
-qa3 = 7.1828655899e-02, /* 0x3d931ae7 */
-qa4 = 1.2617121637e-01, /* 0x3e013307 */
-qa5 = 1.3637083583e-02, /* 0x3c5f6e13 */
-qa6 = 1.1984500103e-02, /* 0x3c445aa3 */
-/*
- * Coefficients for approximation to erfc in [1.25,1/0.35]
- */
-ra0 = -9.8649440333e-03, /* 0xbc21a093 */
-ra1 = -6.9385856390e-01, /* 0xbf31a0b7 */
-ra2 = -1.0558626175e+01, /* 0xc128f022 */
-ra3 = -6.2375331879e+01, /* 0xc2798057 */
-ra4 = -1.6239666748e+02, /* 0xc322658c */
-ra5 = -1.8460508728e+02, /* 0xc3389ae7 */
-ra6 = -8.1287437439e+01, /* 0xc2a2932b */
-ra7 = -9.8143291473e+00, /* 0xc11d077e */
-sa1 = 1.9651271820e+01, /* 0x419d35ce */
-sa2 = 1.3765776062e+02, /* 0x4309a863 */
-sa3 = 4.3456588745e+02, /* 0x43d9486f */
-sa4 = 6.4538726807e+02, /* 0x442158c9 */
-sa5 = 4.2900814819e+02, /* 0x43d6810b */
-sa6 = 1.0863500214e+02, /* 0x42d9451f */
-sa7 = 6.5702495575e+00, /* 0x40d23f7c */
-sa8 = -6.0424413532e-02, /* 0xbd777f97 */
-/*
- * Coefficients for approximation to erfc in [1/.35,28]
- */
-rb0 = -9.8649431020e-03, /* 0xbc21a092 */
-rb1 = -7.9928326607e-01, /* 0xbf4c9dd4 */
-rb2 = -1.7757955551e+01, /* 0xc18e104b */
-rb3 = -1.6063638306e+02, /* 0xc320a2ea */
-rb4 = -6.3756646729e+02, /* 0xc41f6441 */
-rb5 = -1.0250950928e+03, /* 0xc480230b */
-rb6 = -4.8351919556e+02, /* 0xc3f1c275 */
-sb1 = 3.0338060379e+01, /* 0x41f2b459 */
-sb2 = 3.2579251099e+02, /* 0x43a2e571 */
-sb3 = 1.5367296143e+03, /* 0x44c01759 */
-sb4 = 3.1998581543e+03, /* 0x4547fdbb */
-sb5 = 2.5530502930e+03, /* 0x451f90ce */
-sb6 = 4.7452853394e+02, /* 0x43ed43a7 */
-sb7 = -2.2440952301e+01; /* 0xc1b38712 */
-
-float __erff(float x)
+float
+__erff (float x)
{
- int32_t hx,ix,i;
- float R,S,P,Q,s,y,z,r;
- GET_FLOAT_WORD(hx,x);
- ix = hx&0x7fffffff;
- if(ix>=0x7f800000) { /* erf(nan)=nan */
- i = ((uint32_t)hx>>31)<<1;
- return (float)(1-i)+one/x; /* erf(+-inf)=+-1 */
- }
-
- if(ix < 0x3f580000) { /* |x|<0.84375 */
- if(ix < 0x31800000) { /* |x|<2**-28 */
- if (ix < 0x04000000)
- {
- /* Avoid spurious underflow. */
- float ret = 0.0625f * (16.0f * x + (16.0f * efx) * x);
- math_check_force_underflow (ret);
- return ret;
- }
- return x + efx*x;
- }
- z = x*x;
- r = pp0+z*(pp1+z*(pp2+z*(pp3+z*pp4)));
- s = one+z*(qq1+z*(qq2+z*(qq3+z*(qq4+z*qq5))));
- y = r/s;
- return x + x*y;
- }
- if(ix < 0x3fa00000) { /* 0.84375 <= |x| < 1.25 */
- s = fabsf(x)-one;
- P = pa0+s*(pa1+s*(pa2+s*(pa3+s*(pa4+s*(pa5+s*pa6)))));
- Q = one+s*(qa1+s*(qa2+s*(qa3+s*(qa4+s*(qa5+s*qa6)))));
- if(hx>=0) return erx + P/Q; else return -erx - P/Q;
- }
- if (ix >= 0x40c00000) { /* inf>|x|>=6 */
- if(hx>=0) return one-tiny; else return tiny-one;
- }
- x = fabsf(x);
- s = one/(x*x);
- if(ix< 0x4036DB6E) { /* |x| < 1/0.35 */
- R=ra0+s*(ra1+s*(ra2+s*(ra3+s*(ra4+s*(
- ra5+s*(ra6+s*ra7))))));
- S=one+s*(sa1+s*(sa2+s*(sa3+s*(sa4+s*(
- sa5+s*(sa6+s*(sa7+s*sa8)))))));
- } else { /* |x| >= 1/0.35 */
- R=rb0+s*(rb1+s*(rb2+s*(rb3+s*(rb4+s*(
- rb5+s*rb6)))));
- S=one+s*(sb1+s*(sb2+s*(sb3+s*(sb4+s*(
- sb5+s*(sb6+s*sb7))))));
- }
- GET_FLOAT_WORD(ix,x);
- SET_FLOAT_WORD(z,ix&0xfffff000);
- r = __ieee754_expf(-z*z-(float)0.5625)*__ieee754_expf((z-x)*(z+x)+R/S);
- if(hx>=0) return one-r/x; else return r/x-one;
+ /* for 7 <= i < 63, C[i-7] is a degree-7 polynomial approximation of
+ erf(i/16+1/32+x) for -1/32 <= x <= 1/32 */
+ static const double C[56][8] = {
+ { 0x1.f86faa9428f9cp-2, 0x1.cfc41e36c7dfap-1, -0x1.b2c7dc53508b9p-2,
+ -0x1.5a9de93fa556ep-3, 0x1.731793dbb01b5p-3, 0x1.133e06426cf18p-6,
+ -0x1.a12a6289cafd8p-5, 0x1.717d6f1d6f557p-9 },
+ { 0x1.1855a5fd3dd50p-1, 0x1.b3aafcc27502fp-1, -0x1.cee5ac8e92bb2p-2,
+ -0x1.fa02983ca2d79p-4, 0x1.77cd746cb1922p-3, -0x1.fa6f277886487p-10,
+ -0x1.8de75458db416p-5, 0x1.00899c98551c9p-7 },
+ { 0x1.32a54cb8db67ap-1, 0x1.96164fafd8de5p-1, -0x1.e23a7ea0c9ad3p-2,
+ -0x1.3f5ee15671cf4p-4, 0x1.70e468a3d72d9p-3, -0x1.3da68037cfc99p-6,
+ -0x1.69ed9ba1f9839p-5, 0x1.8cab9244a4ff4p-7 },
+ { 0x1.4b13713ad3513p-1, 0x1.7791b886e7405p-1, -0x1.ecef423109bf5p-2,
+ -0x1.15c3c5cec6847p-5, 0x1.5f688fc931ba6p-3, -0x1.1da63ed190037p-5,
+ -0x1.38427ca63cca4p-5, 0x1.fa00e52525e17p-7 },
+ { 0x1.61955607dd15dp-1, 0x1.58a445da7c74ep-1, -0x1.ef6c246a0f66cp-2,
+ 0x1.e83e0d9d61330p-8, 0x1.44cc65535bc9fp-3, -0x1.87d3c4860435dp-5,
+ -0x1.f90b10501169bp-6, 0x1.22295856d427ap-6 },
+ { 0x1.762870f720c6fp-1, 0x1.39ccc1b136d5cp-1, -0x1.ea4feea4e4744p-2,
+ 0x1.715e5952ebfbap-5, 0x1.22cdbd83c75c4p-3, -0x1.da50aa1d925b6p-5,
+ -0x1.754dc0a29b4ddp-6, 0x1.350b6bef9392cp-6 },
+ { 0x1.88d1cd474a2e0p-1, 0x1.1b7e98fe26219p-1, -0x1.de65a22ce1419p-2,
+ 0x1.40686a3f16400p-4, 0x1.f6b0cbb216b2bp-4, -0x1.09c7c903edd57p-4,
+ -0x1.da7529fde641p-7, 0x1.362a7a0588eabp-6 },
+ { 0x1.999d4192a5717p-1, 0x1.fc3ee5d1524b3p-2, -0x1.cc990045b55c8p-2,
+ 0x1.b37338e68b37dp-4, 0x1.a0d120c872ea7p-4, -0x1.19bb2b07ecff6p-4,
+ -0x1.a110f5f593aafp-8, 0x1.272c15a57720ep-6 },
+ { 0x1.a89c850b7d54dp-1, 0x1.c40b0729ed54ap-2, -0x1.b5eaaef0a2346p-2,
+ 0x1.0847c7dacbae1p-3, 0x1.47de0ba6d18fbp-4, -0x1.1d9de77a4b648p-4,
+ 0x1.30ffbe56f0726p-10, 0x1.0a9cb99feea01p-6 },
+ { 0x1.b5e62fce16096p-1, 0x1.8eed36b886d95p-2, -0x1.9b64a06e50705p-2,
+ 0x1.2bb6e2c744df5p-3, 0x1.dee3261ca61bcp-5, -0x1.16996004f7da5p-4,
+ 0x1.fdff37bae983ep-8, 0x1.c750083e65f9ap-7 },
+ { 0x1.c194b1d49a184p-1, 0x1.5d4fd33729015p-2, -0x1.7e0f4f045addbp-2,
+ 0x1.444bc66c31a1bp-3, 0x1.356dbf16ec8f1p-5, -0x1.0643de0906cd8p-4,
+ 0x1.b281af7bd3a2cp-7, 0x1.6b97eaa2c6abdp-7 },
+ { 0x1.cbc54b476248ep-1, 0x1.2f7cc3fe6f423p-2, -0x1.5ee8429e36de8p-2,
+ 0x1.52a8395f96177p-3, 0x1.313761ba257dcp-6, -0x1.dcf844d5fed8fp-5,
+ 0x1.1e1420f475fa9p-6, 0x1.091c7dc1e18b2p-7 },
+ { 0x1.d4970f9ce00d9p-1, 0x1.059f59af7a905p-2, -0x1.3eda354de36c3p-2,
+ 0x1.57b85ad439779p-3, 0x1.8e913b9778136p-10, -0x1.a2893bd3435f4p-5,
+ 0x1.4d3a90e37164ap-6, 0x1.4ce7f6e19a902p-8 },
+ { 0x1.dc29fb60715b0p-1, 0x1.bf8e1b1ca2277p-3, -0x1.1eb7095e5d6d2p-2,
+ 0x1.549ea6f7a64f4p-3, -0x1.b10f12f3877a3p-7, -0x1.61420c8f7156ap-5,
+ 0x1.674f1f92a8812p-6, 0x1.25543ffd74d52p-9 },
+ { 0x1.e29e22a89d767p-1, 0x1.7bd5c7df3fe99p-3, -0x1.fe674494077bfp-3,<