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 Copyright 1999-2020 Free Software Foundation, Inc. | 
 
 
 
 
 
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 Contributed by the AriC and Caramba projects, INRIA. | 
 
 
 
 
 
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 This file is part of the GNU MPFR Library. | 
 
 
 
 
 
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 The GNU MPFR Library is free software; you can redistribute it and/or modify | 
 
 
 
 
 
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 it under the terms of the GNU Lesser General Public License as published by | 
 
 
 
 
 
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 the Free Software Foundation; either version 3 of the License, or (at your | 
 
 
 
 
 
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 option) any later version. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 The GNU MPFR Library is distributed in the hope that it will be useful, but | 
 
 
 
 
 
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 WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY | 
 
 
 
 
 
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 or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public | 
 
 
 
 
 
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 License for more details. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 You should have received a copy of the GNU Lesser General Public License | 
 
 
 
 
 
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 along with the GNU MPFR Library; see the file COPYING.LESSER.  If not, see | 
 
 
 
 
 
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 https://www.gnu.org/licenses/ or write to the Free Software Foundation, Inc., | 
 
 
 
 
 
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 51 Franklin St, Fifth Floor, Boston, MA 02110-1301, USA. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 Table of contents: | 
 
 
 
 
 
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 1. Documentation | 
 
 
 
 
 
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 2. Compiler/library detection | 
 
 
 
 
 
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 3. Changes in existing functions | 
 
 
 
 
 
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 4. New functions to implement | 
 
 
 
 
 
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 5. Efficiency | 
 
 
 
 
 
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 6. Miscellaneous | 
 
 
 
 
 
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 7. Portability | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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 1. Documentation | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - add a description of the algorithms used and a proof of correctness | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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 2. Compiler/library detection | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - update ICC detection. | 
 
 
 
 
 
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   * Use only __INTEL_COMPILER instead of the obsolete macro __ICC? | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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 3. Changes in existing functions | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - export mpfr_overflow and mpfr_underflow as public functions | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - many functions currently taking into account the precision of the *input* | 
 
 
 
 
 
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   variable to set the initial working precision (acosh, asinh, cosh, ...). | 
 
 
 
 
 
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   This is nonsense since the "average" working precision should only depend | 
 
 
 
 
 
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   on the precision of the *output* variable (and maybe on the *value* of | 
 
 
 
 
 
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   the input in case of cancellation). | 
 
 
 
 
 
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   -> remove those dependencies from the input precision. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - mpfr_can_round: | 
 
 
 
 
 
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    change the meaning of the 2nd argument (err). Currently the error is | 
 
 
 
 
 
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    at most 2^(MPFR_EXP(b)-err), i.e. err is the relative shift wrt the | 
 
 
 
 
 
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    most significant bit of the approximation. I propose that the error | 
 
 
 
 
 
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    is now at most 2^err ulps of the approximation, i.e. | 
 
 
 
 
 
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    2^(MPFR_EXP(b)-MPFR_PREC(b)+err). | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - mpfr_set_q first tries to convert the numerator and the denominator | 
 
 
 
 
 
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   to mpfr_t. But this conversion may fail even if the correctly rounded | 
 
 
 
 
 
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   result is representable. New way to implement: | 
 
 
 
 
 
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   Function q = a/b.  nq = PREC(q) na = PREC(a) nb = PREC(b) | 
 
 
 
 
 
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     If na < nb | 
 
 
 
 
 
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        a <- a*2^(nb-na) | 
 
 
 
 
 
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     n <- na-nb+ (HIGH(a,nb) >= b) | 
 
 
 
 
 
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     if (n >= nq) | 
 
 
 
 
 
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        bb <- b*2^(n-nq) | 
 
 
 
 
 
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        a  = q*bb+r     --> q has exactly n bits. | 
 
 
 
 
 
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     else | 
 
 
 
 
 
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        aa <- a*2^(nq-n) | 
 
 
 
 
 
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        aa = q*b+r      --> q has exactly n bits. | 
 
 
 
 
 
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   If RNDN, takes nq+1 bits. (See also the new division function). | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - revisit the conversion functions between a MPFR number and a native | 
 
 
 
 
 
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   floating-point value. | 
 
 
 
 
 
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   * Consequences if some exception is trapped? | 
 
 
 
 
 
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   * Specify under which conditions (current rounding direction and | 
 
 
 
 
 
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     precision of the FPU, whether a format has been recognized...), | 
 
 
 
 
 
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     correct rounding is guaranteed. Fix the code if need be. Do not | 
 
 
 
 
 
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     forget subnormals. | 
 
 
 
 
 
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   * Provide mpfr_buildopt_* functions to tell whether the format of a | 
 
 
 
 
 
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     native type (float / double / long double) has been recognized and | 
 
 
 
 
 
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     which format it is? | 
 
 
 
 
 
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   * For functions that return a native floating-point value (mpfr_get_flt, | 
 
 
 
 
 
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     mpfr_get_d, mpfr_get_ld, mpfr_get_decimal64), in case of underflow or | 
 
 
 
 
 
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     overflow, follow the convention used for the functions in <math.h>? | 
 
 
 
 
 
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     See §7.12.1 "Treatment of error conditions" of ISO C11, which provides | 
 
 
 
 
 
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     two ways of handling error conditions, depending on math_errhandling: | 
 
 
 
 
 
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     errno (to be set to ERANGE here) and floating-point exceptions. | 
 
 
 
 
 
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     If floating-point exceptions need to be generated, do not use | 
 
 
 
 
 
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     feraiseexcept(), as this function may require the math library (-lm); | 
 
 
 
 
 
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     use a floating-point expression instead, such as DBL_MIN * DBL_MIN | 
 
 
 
 
 
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     (underflow) or DBL_MAX * DBL_MAX (overflow), which are probably safe | 
 
 
 
 
 
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     as used in the GNU libc implementation. | 
 
 
 
 
 
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   * For testing the lack of subnormal support: | 
 
 
 
 
 
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     see the -mfpu GCC option for ARM and | 
 
 
 
 
 
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     https://en.wikipedia.org/wiki/Denormal_number#Disabling_denormal_floats_at_the_code_level | 
 
 
 
 
 
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  | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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 4. New functions to implement | 
 
 
 
 
 
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 ############################################################################## | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - a function to compute the hash of a floating-point number | 
 
 
 
 
 
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   (suggested by Patrick Pelissier) | 
 
 
 
 
 
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 - implement new functions from the C++17 standard: | 
 
 
 
 
 
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   http://en.cppreference.com/w/cpp/numeric/special_math | 
 
 
 
 
 
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   assoc_laguerre, assoc_legendre, comp_ellint_1, comp_ellint_2, comp_ellint_3, | 
 
 
 
 
 
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   cyl_bessel_i, cyl_bessel_j, cyl_bessel_k, cyl_neumann, ellint_1, ellint_2, | 
 
 
 
 
 
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   ellint_3, hermite, legendre, laguerre, sph_bessel, sph_legendre, | 
 
 
 
 
 
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   sph_neumann. | 
 
 
 
 
 
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   Already in mpfr4: beta and riemann_zeta. | 
 
 
 
 
 
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   See also https://isocpp.org/files/papers/P0226R1.pdf and §29.9.5 in the | 
 
 
 
 
 
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   C++17 draft: | 
 
 
 
 
 
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   https://github.com/cplusplus/draft/blob/master/source/numerics.tex | 
 
 
 
 
 
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 - implement mpfr_q_sub, mpfr_z_div, mpfr_q_div? | 
 
 
 
 
 
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 - implement mpfr_pow_q and variants with two integers (native or mpz) | 
 
 
 
 
 
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   instead of a rational? See IEEE P1788. | 
 
 
 
 
 
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 - implement functions for random distributions, see for example | 
 
 
 
 
 
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   https://sympa.inria.fr/sympa/arc/mpfr/2010-01/msg00034.html | 
 
 
 
 
 
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   (suggested by Charles Karney <ckarney@Sarnoff.com>, 18 Jan 2010): | 
 
 
 
 
 
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    * a Bernoulli distribution with prob p/q (exact) | 
 
 
 
 
 
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    * a general discrete distribution (i with prob w[i]/sum(w[i]) (Walker | 
 
 
 
 
 
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      algorithm, but make it exact) | 
 
 
 
 
 
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    * a uniform distribution in (a,b) | 
 
 
 
 
 
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    * exponential distribution (mean lambda) (von Neumann's method?) | 
 
 
 
 
 
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    * normal distribution (mean m, s.d. sigma) (ratio method?) | 
 
 
 
 
 
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 - wanted for Magma [John Cannon <john@maths.usyd.edu.au>, Tue, 19 Apr 2005]: | 
 
 
 
 
 
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   HypergeometricU(a,b,s) = 1/gamma(a)*int(exp(-su)*u^(a-1)*(1+u)^(b-a-1), | 
 
 
 
 
 
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                                     u=0..infinity) | 
 
 
 
 
 
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   JacobiThetaNullK | 
 
 
 
 
 
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   PolylogP, PolylogD, PolylogDold: see http://arxiv.org/abs/math.CA/0702243 | 
 
 
 
 
 
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     and the references herein. | 
 
 
 
 
 
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   JBessel(n, x) = BesselJ(n+1/2, x) | 
 
 
 
 
 
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   KBessel, KBessel2 [2nd kind] | 
 
 
 
 
 
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   JacobiTheta | 
 
 
 
 
 
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   (see http://www.ams.org/journals/mcom/0000-000-00/S0025-5718-2017-03245-2/home.html) | 
 
 
 
 
 
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   LogIntegral | 
 
 
 
 
 
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   ExponentialIntegralEn (formula 5.1.4 of Abramowitz and Stegun) | 
 
 
 
 
 
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   DawsonIntegral | 
 
 
 
 
 
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   GammaD(x) = Gamma(x+1/2) | 
 
 
 
 
 
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 - new functions of IEEE 754-2008, and more generally functions of the | 
 
 
 
 
 
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   C binding draft TS 18661-4: | 
 
 
 
 
 
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     http://www.open-std.org/jtc1/sc22/wg14/www/docs/n1946.pdf | 
 
 
 
 
 
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   Some propositions about rootn: mpfr_rootn_si, mpfr_rootn_sj, mpfr_rootn_z, | 
 
 
 
 
 
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   and versions with an unsigned integer: mpfr_rootn_ui (now implemented, as | 
 
 
 
 
 
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   similar to mpfr_root) and mpfr_rootn_uj. | 
 
 
 
 
 
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 - functions defined in the LIA-2 standard | 
 
 
 
 
 
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   + minimum and maximum (5.2.2): max, min, max_seq, min_seq, mmax_seq | 
 
 
 
 
 
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     and mmin_seq (mpfr_min and mpfr_max correspond to mmin and mmax); | 
 
 
 
 
 
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   + rounding_rest, floor_rest, ceiling_rest (5.2.4); | 
 
 
 
 
 
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   + remr (5.2.5): x - round(x/y) y; | 
 
 
 
 
 
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   + error functions from 5.2.7 (if useful in MPFR); | 
 
 
 
 
 
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   + power1pm1 (5.3.6.7): (1 + x)^y - 1; | 
 
 
 
 
 
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   + logbase (5.3.6.12): \log_x(y); | 
 
 
 
 
 
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   + logbase1p1p (5.3.6.13): \log_{1+x}(1+y); | 
 
 
 
 
 
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   + rad (5.3.9.1): x - round(x / (2 pi)) 2 pi = remr(x, 2 pi); | 
 
 
 
 
 
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   + axis_rad (5.3.9.1) if useful in MPFR; | 
 
 
 
 
 
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   + cycle (5.3.10.1): rad(2 pi x / u) u / (2 pi) = remr(x, u); | 
 
 
 
 
 
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   + axis_cycle (5.3.10.1) if useful in MPFR; | 
 
 
 
 
 
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   + sinu, cosu, tanu, cotu, secu, cscu, cossinu, arcsinu, arccosu, | 
 
 
 
 
 
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     arctanu, arccotu, arcsecu, arccscu (5.3.10.{2..14}): | 
 
 
 
 
 
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     sin(x 2 pi / u), etc.; | 
 
 
 
 
 
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     [from which sinpi(x) = sin(Pi*x), ... are trivial to implement, with u=2.] | 
 
 
 
 
 
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   + arcu (5.3.10.15): arctan2(y,x) u / (2 pi); | 
 
 
 
 
 
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   + rad_to_cycle, cycle_to_rad, cycle_to_cycle (5.3.11.{1..3}). | 
 
 
 
 
 
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 - From GSL, missing special functions (if useful in MPFR): | 
 
 
 
 
 
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   (cf https://www.gnu.org/software/gsl/manual/gsl-ref.html#Special-Functions) | 
 
 
 
 
 
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   + The Airy functions Ai(x) and Bi(x) defined by the integral representations: | 
 
 
 
 
 
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    * Ai(x) = (1/\pi) \int_0^\infty \cos((1/3) t^3 + xt) dt | 
 
 
 
 
 
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    * Bi(x) = (1/\pi) \int_0^\infty (e^(-(1/3) t^3) + \sin((1/3) t^3 + xt)) dt | 
 
 
 
 
 
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    * Derivatives of Airy Functions | 
 
 
 
 
 
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   + The Bessel functions for n integer and n fractional: | 
 
 
 
 
 
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    * Regular Modified Cylindrical Bessel Functions I_n | 
 
 
 
 
 
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    * Irregular Modified Cylindrical Bessel Functions K_n | 
 
 
 
 
 
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    * Regular Spherical Bessel Functions j_n: j_0(x) = \sin(x)/x, | 
 
 
 
 
 
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      j_1(x)= (\sin(x)/x-\cos(x))/x & j_2(x)= ((3/x^2-1)\sin(x)-3\cos(x)/x)/x | 
 
 
 
 
 
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      Note: the "spherical" Bessel functions are solutions of | 
 
 
 
 
 
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      x^2 y'' + 2 x y' + [x^2 - n (n+1)] y = 0 and satisfy | 
 
 
 
 
 
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      j_n(x) = sqrt(Pi/(2x)) J_{n+1/2}(x). They should not be mixed with the | 
 
 
 
 
 
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      classical Bessel Functions, also noted j0, j1, jn, y0, y1, yn in C99 | 
 
 
 
 
 
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      and mpfr. | 
 
 
 
 
 
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      Cf https://en.wikipedia.org/wiki/Bessel_function#Spherical_Bessel_functions | 
 
 
 
 
 
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    *Irregular Spherical Bessel Functions y_n: y_0(x) = -\cos(x)/x, | 
 
 
 
 
 
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      y_1(x)= -(\cos(x)/x+\sin(x))/x & | 
 
 
 
 
 
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      y_2(x)= (-3/x^3+1/x)\cos(x)-(3/x^2)\sin(x) | 
 
 
 
 
 
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    * Regular Modified Spherical Bessel Functions i_n: | 
 
 
 
 
 
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      i_l(x) = \sqrt{\pi/(2x)} I_{l+1/2}(x) | 
 
 
 
 
 
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    * Irregular Modified Spherical Bessel Functions: | 
 
 
 
 
 
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      k_l(x) = \sqrt{\pi/(2x)} K_{l+1/2}(x). | 
 
 
 
 
 
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   + Clausen Function: | 
 
 
 
 
 
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      Cl_2(x) = - \int_0^x dt \log(2 \sin(t/2)) | 
 
 
 
 
 
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      Cl_2(\theta) = \Im Li_2(\exp(i \theta)) (dilogarithm). | 
 
 
 
 
 
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   + Dawson Function: \exp(-x^2) \int_0^x dt \exp(t^2). | 
 
 
 
 
 
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   + Debye Functions: D_n(x) = n/x^n \int_0^x dt (t^n/(e^t - 1)) | 
 
 
 
 
 
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   + Elliptic Integrals: | 
 
 
 
 
 
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    * Definition of Legendre Forms: | 
 
 
 
 
 
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     F(\phi,k) = \int_0^\phi dt 1/\sqrt((1 - k^2 \sin^2(t))) | 
 
 
 
 
 
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     E(\phi,k) = \int_0^\phi dt   \sqrt((1 - k^2 \sin^2(t))) | 
 
 
 
 
 
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     P(\phi,k,n) = \int_0^\phi dt 1/((1 + n \sin^2(t))\sqrt(1 - k^2 \sin^2(t))) | 
 
 
 
 
 
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    * Complete Legendre forms are denoted by | 
 
 
 
 
 
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     K(k) = F(\pi/2, k) | 
 
 
 
 
 
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     E(k) = E(\pi/2, k) | 
 
 
 
 
 
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    * Definition of Carlson Forms | 
 
 
 
 
 
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     RC(x,y) = 1/2 \int_0^\infty dt (t+x)^(-1/2) (t+y)^(-1) | 
 
 
 
 
 
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     RD(x,y,z) = 3/2 \int_0^\infty dt (t+x)^(-1/2) (t+y)^(-1/2) (t+z)^(-3/2) | 
 
 
 
 
 
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     RF(x,y,z) = 1/2 \int_0^\infty dt (t+x)^(-1/2) (t+y)^(-1/2) (t+z)^(-1/2) | 
 
 
 
 
 
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     RJ(x,y,z,p) = 3/2 \int_0^\infty dt | 
 
 
 
 
 
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                           (t+x)^(-1/2) (t+y)^(-1/2) (t+z)^(-1/2) (t+p)^(-1) | 
 
 
 
 
 
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   + Elliptic Functions (Jacobi) | 
 
 
 
 
 
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   + N-relative exponential: | 
 
 
 
 
 
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      exprel_N(x) = N!/x^N (\exp(x) - \sum_{k=0}^{N-1} x^k/k!) | 
 
 
 
 
 
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   + exponential integral: | 
 
 
 
 
 
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      E_2(x) := \Re \int_1^\infty dt \exp(-xt)/t^2. | 
 
 
 
 
 
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      Ei_3(x) = \int_0^x dt \exp(-t^3) for x >= 0. | 
 
 
 
 
 
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      Ei(x) := - PV(\int_{-x}^\infty dt \exp(-t)/t) | 
 
 
 
 
 
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   + Hyperbolic/Trigonometric Integrals | 
 
 
 
 
 
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      Shi(x) = \int_0^x dt \sinh(t)/t | 
 
 
 
 
 
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      Chi(x) := Re[ \gamma_E + \log(x) + \int_0^x dt (\cosh[t]-1)/t] | 
 
 
 
 
 
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      Si(x) = \int_0^x dt \sin(t)/t | 
 
 
 
 
 
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      Ci(x) = -\int_x^\infty dt \cos(t)/t for x > 0 | 
 
 
 
 
 
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      AtanInt(x) = \int_0^x dt \arctan(t)/t | 
 
 
 
 
 
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      [ \gamma_E is the Euler constant ] | 
 
 
 
 
 
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   + Fermi-Dirac Function: | 
 
 
 
 
 
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      F_j(x)   := (1/r\Gamma(j+1)) \int_0^\infty dt (t^j / (\exp(t-x) + 1)) | 
 
 
 
 
 
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   + Pochhammer symbol (a)_x := \Gamma(a + x)/\Gamma(a) : see [Smith01] in | 
 
 
 
 
 
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           algorithms.bib | 
 
 
 
 
 
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     logarithm of the Pochhammer symbol | 
 
 
 
 
 
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   + Gegenbauer Functions | 
 
 
 
 
 
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   + Laguerre Functions | 
 
 
 
 
 
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   + Eta Function: \eta(s) = (1-2^{1-s}) \zeta(s) | 
 
 
 
 
 
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     Hurwitz zeta function: \zeta(s,q) = \sum_0^\infty (k+q)^{-s}. | 
 
 
 
 
 
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   + Lambert W Functions, W(x) are defined to be solutions of the equation: | 
 
 
 
 
 
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      W(x) \exp(W(x)) = x. | 
 
 
 
 
 
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     This function has multiple branches for x < 0 (2 funcs W0(x) and Wm1(x)) | 
 
 
 
 
 
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     From Fredrik Johansson: | 
 
 
 
 
 
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     See https://cs.uwaterloo.ca/research/tr/1993/03/W.pdf, in particular | 
 
 
 
 
 
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     formulas 5.2 and 5.3 for the error bound: one first computes an | 
 
 
 
 
 
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     approximation w, and then evaluates the residual w e^w - x. There is an | 
 
 
 
 
 
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     expression for the error in terms of the residual and the derivative W'(t), | 
 
 
 
 
 
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     where the derivative can be bounded by piecewise simple functions, | 
 
 
 
 
 
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     something like min(1, 1/t) when t >= 0. | 
 
 
 
 
 
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     See https://arxiv.org/abs/1705.03266 for rigorous error bounds. | 
 
 
 
 
 
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   + Trigamma Function psi'(x). | 
 
 
 
 
 
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     and Polygamma Function: psi^{(m)}(x) for m >= 0, x > 0. | 
 
 
 
 
 
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 - functions from ISO/IEC 24747:2009 (Extensions to the C Library, | 
 
 
 
 
 
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   to Support Mathematical Special Functions). | 
 
 
 
 
 
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   Standard: http://www.iso.org/iso/catalogue_detail.htm?csnumber=38857 | 
 
 
 
 
 
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   Draft: http://www.open-std.org/jtc1/sc22/wg14/www/docs/n1292.pdf | 
 
 
 
 
 
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   Rationale: http://www.open-std.org/jtc1/sc22/wg14/www/docs/n1244.pdf | 
 
 
 
 
 
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   See also: http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2010/n3060.pdf | 
 
 
 
 
 
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   (similar, for C++). | 
 
 
 
 
 
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   Also check whether the functions that are already implemented in MPFR | 
 
 
 
 
 
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   match this standard. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - from gnumeric (www.gnome.org/projects/gnumeric/doc/function-reference.html): | 
 
 
 
 
 
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   - incomplete beta function, see message from Martin Maechler | 
 
 
 
 
 
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     <maechler@stat.math.ethz.ch> on 18 Jan 2016, and Section 6.6 in | 
 
 
 
 
 
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     Abramowitz & Stegun | 
 
 
 
 
 
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   - betaln | 
 
 
 
 
 
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   - degrees | 
 
 
 
 
 
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   - radians | 
 
 
 
 
 
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   - sqrtpi | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - mpfr_inp_raw, mpfr_out_raw (cf mail "Serialization of mpfr_t" from Alexey | 
 
 
 
 
 
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   and answer from Granlund on mpfr list, May 2007) | 
 
 
 
 
 
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 - [maybe useful for SAGE] implement companion frac_* functions to the rint_* | 
 
 
 
 
 
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   functions. For example mpfr_frac_floor(x) = x - floor(x). (The current | 
 
 
 
 
 
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   mpfr_frac function corresponds to mpfr_rint_trunc.) | 
 
 
 
 
 
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 - scaled erfc (https://sympa.inria.fr/sympa/arc/mpfr/2009-05/msg00054.html) | 
 
 
 
 
 
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 - asec, acsc, acot, asech, acsch and acoth (mail from Björn Terelius on mpfr | 
 
 
 
 
 
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   list, 18 June 2009) | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - function to reduce the precision of a variable, with a ternary value in | 
 
 
 
 
 
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   input, i.e. taking care of double rounding. Two possible forms: like | 
 
 
 
 
 
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   mpfr_set (i.e. with input and output) or like mpfr_prec_round (i.e. with | 
 
 
 
 
 
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   a single variable). mpfr_subnormalize and mpfr_round_nearest_away_end | 
 
 
 
 
 
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   could use it. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - UBF functions for +, -, *, fmma, /, sqrt. | 
 
 
 
 
 
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   Support UBF in mpfr_check_range or add mpfr_ubf_check_range? | 
 
 
 
 
 
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   Make this available in the API, e.g. for MPC. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - mpfr_cmp_uj and mpfr_cmp_sj. They would be useful to test MPFR with | 
 
 
 
 
 
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   _MPFR_EXP_FORMAT=4. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - base conversion with the round-trip property using a minimal precision, | 
 
 
 
 
 
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   such as the to_chars functions from the C++ standard: | 
 
 
 
 
 
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  | 
 
 
 
 
 
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     The functions [...] ensure that the string representation consists | 
 
 
 
 
 
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     of the smallest number of characters such that there is at least | 
 
 
 
 
 
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     one digit before the radix point (if present) and parsing the | 
 
 
 
 
 
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     representation using the corresponding from_chars function | 
 
 
 
 
 
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     recovers value exactly. [Note: This guarantee applies only if | 
 
 
 
 
 
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     to_chars and from_chars are executed on the same implementation. | 
 
 
 
 
 
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     — end note] If there are several such representations, the | 
 
 
 
 
 
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     representation with the smallest difference from the | 
 
 
 
 
 
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     floating-point argument value is chosen, resolving any remaining | 
 
 
 
 
 
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     ties using rounding according to round_to_nearest. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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   Text from: https://www.zsh.org/mla/workers/2019/msg01138.html | 
 
 
 
 
 
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  | 
 
 
 
 
 
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 - Serialization / Deserialization. Suggested by Frédéric Pétrot: | 
 
 
 
 
 
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   https://sympa.inria.fr/sympa/arc/mpfr/2020-02/msg00006.html | 
 
 
 
 
 
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   like mpfr_fpif_{import,export}, but with memory instead of file. | 
 
 
 
 
 
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  | 
 
 
 
 
 
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   Idea of implementation to reuse most of the code and change very little: | 
 
 
 
 
 
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  | 
 
 
 
 
 
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   Instead of passing a FILE *fh, pass a struct ext_data *h, and instead of | 
 
 
 
 
 
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   using fread and fwrite, use | 
 
 
 
 
 
 | 315 | 
     h->read (h, buffer, size) | 
 
 
 
 
 
 | 316 | 
     h->write (h, buffer, size) | 
 
 
 
 
 
 | 317 | 
   respectively. | 
 
 
 
 
 
 | 318 | 
  | 
 
 
 
 
 
 | 319 | 
   The struct ext_data structure could contain the following fields: | 
 
 
 
 
 
 | 320 | 
     * read: pointer to a wrapper function for the read method. | 
 
 
 
 
 
 | 321 | 
     * write: pointer to a wrapper function for the write method. | 
 
 
 
 
 
 | 322 | 
     * FILE *fh: to be used for operations with files. | 
 
 
 
 
 
 | 323 | 
     * unsigned char *arena: to be used for operations with memory. | 
 
 
 
 
 
 | 324 | 
  | 
 
 
 
 
 
 | 325 | 
   The wrapper functions for the read method could be: | 
 
 
 
 
 
 | 326 | 
  | 
 
 
 
 
 
 | 327 | 
   static int | 
 
 
 
 
 
 | 328 | 
   read_from_file (struct ext_data *h, unsigned char *buffer, size_t size) | 
 
 
 
 
 
 | 329 | 
   { | 
 
 
 
 
 
 | 330 | 
     return fread (buffer, size, 1, h->fh) != 1; | 
 
 
 
 
 
 | 331 | 
   } | 
 
 
 
 
 
 | 332 | 
  | 
 
 
 
 
 
 | 333 | 
   static int | 
 
 
 
 
 
 | 334 | 
   read_from_memory (struct ext_data *h, unsigned char *buffer, size_t size) | 
 
 
 
 
 
 | 335 | 
   { | 
 
 
 
 
 
 | 336 | 
     if (h->arena == NULL) | 
 
 
 
 
 
 | 337 | 
       return 1; | 
 
 
 
 
 
 | 338 | 
     memcpy (buffer, h->arena, size); | 
 
 
 
 
 
 | 339 | 
     h->arena += size; | 
 
 
 
 
 
 | 340 | 
     return 0; | 
 
 
 
 
 
 | 341 | 
   } | 
 
 
 
 
 
 | 342 | 
  | 
 
 
 
 
 
 | 343 | 
   So I expect very few changes in the existing code: | 
 
 
 
 
 
 | 344 | 
     * Write a few wrapper functions. | 
 
 
 
 
 
 | 345 | 
     * Rename mpfr_fpif_export to mpfr_fpif_export_aux and | 
 
 
 
 
 
 | 346 | 
       mpfr_fpif_import to mpfr_fpif_import_aux. | 
 
 
 
 
 
 | 347 | 
     * In the existing functions, replace FILE *fh, and fread/fwrite | 
 
 
 
 
 
 | 348 | 
       calls as mentioned above. | 
 
 
 
 
 
 | 349 | 
     * Add new mpfr_fpif_export, mpfr_fpif_import, mpfr_fpif_export_mem, | 
 
 
 
 
 
 | 350 | 
       mpfr_fpif_import_mem. | 
 
 
 
 
 
 | 351 | 
  | 
 
 
 
 
 
 | 352 | 
 ############################################################################## | 
 
 
 
 
 
 | 353 | 
 5. Efficiency | 
 
 
 
 
 
 | 354 | 
 ############################################################################## | 
 
 
 
 
 
 | 355 | 
  | 
 
 
 
 
 
 | 356 | 
 - Fredrik Johansson reports that mpfr_ai is slow for large arguments: an | 
 
 
 
 
 
 | 357 | 
   asymptotic expansion should be used (once done, remove REDUCE_EMAX from | 
 
 
 
 
 
 | 358 | 
   tests/tai.c and update the description in mpfr.texi). | 
 
 
 
 
 
 | 359 | 
 - for exp(x), Fredrik Johansson reports a 20% speed improvement starting from | 
 
 
 
 
 
 | 360 | 
   4000 bits, and up to a 75% memory improvement in his Arb implementation, by | 
 
 
 
 
 
 | 361 | 
   using recursive instead of iterative binary splitting: | 
 
 
 
 
 
 | 362 | 
   https://github.com/fredrik-johansson/arb/blob/master/elefun/exp_sum_bs_powtab.c | 
 
 
 
 
 
 | 363 | 
 - improve mpfr_grandom using the algorithm in http://arxiv.org/abs/1303.6257 | 
 
 
 
 
 
 | 364 | 
 - implement a mpfr_sqrthigh algorithm based on Mulders' algorithm, with a | 
 
 
 
 
 
 | 365 | 
   basecase variant | 
 
 
 
 
 
 | 366 | 
 - use mpn_div_q to speed up mpfr_div. However mpn_div_q, which is new in | 
 
 
 
 
 
 | 367 | 
   GMP 5, is not documented in the GMP manual, thus we are not sure it | 
 
 
 
 
 
 | 368 | 
   guarantees to return the same quotient as mpn_tdiv_qr. | 
 
 
 
 
 
 | 369 | 
   Also mpfr_div uses the remainder computed by mpn_divrem. A workaround would | 
 
 
 
 
 
 | 370 | 
   be to first try with mpn_div_q, and if we cannot (easily) compute the | 
 
 
 
 
 
 | 371 | 
   rounding, then use the current code with mpn_divrem. | 
 
 
 
 
 
 | 372 | 
 - improve atanh(x) for small x by using atanh(x) = log1p(2x/(1-x)), | 
 
 
 
 
 
 | 373 | 
   and log1p should also be improved for small arguments. | 
 
 
 
 
 
 | 374 | 
 - compute exp by using the series for cosh or sinh, which has half the terms | 
 
 
 
 
 
 | 375 | 
   (see Exercise 4.11 from Modern Computer Arithmetic, version 0.3) | 
 
 
 
 
 
 | 376 | 
   The same method can be used for log, using the series for atanh, i.e., | 
 
 
 
 
 
 | 377 | 
   atanh(x) = 1/2*log((1+x)/(1-x)). | 
 
 
 
 
 
 | 378 | 
 - improve mpfr_gamma (see https://code.google.com/p/fastfunlib/). A possible | 
 
 
 
 
 
 | 379 | 
   idea is to implement a fast algorithm for the argument reconstruction | 
 
 
 
 
 
 | 380 | 
   gamma(x+k): instead of performing k products by x+i, we could precompute | 
 
 
 
 
 
 | 381 | 
   x^2, ..., x^m for m ~ sqrt(k), and perform only sqrt(k) products. | 
 
 
 
 
 
 | 382 | 
   One could also use the series for 1/gamma(x), see for example | 
 
 
 
 
 
 | 383 | 
   http://dlmf.nist.gov/5/7/ or formula (36) from | 
 
 
 
 
 
 | 384 | 
   http://mathworld.wolfram.com/GammaFunction.html | 
 
 
 
 
 
 | 385 | 
 - improve the computation of Bernoulli numbers: instead of computing just one | 
 
 
 
 
 
 | 386 | 
   B[2n] at a time in mpfr_bernoulli_internal, we could compute several at a | 
 
 
 
 
 
 | 387 | 
   time, sharing the expensive computation of the 1/p^(2n) series. | 
 
 
 
 
 
 | 388 | 
 - fix regression with mpfr_mpz_root (from Keith Briggs, 5 July 2006), for | 
 
 
 
 
 
 | 389 | 
    example on 3Ghz P4 with gmp-4.2, x=12.345: | 
 
 
 
 
 
 | 390 | 
    prec=50000    k=2   k=3   k=10  k=100 | 
 
 
 
 
 
 | 391 | 
    mpz_root      0.036 0.072 0.476 7.628 | 
 
 
 
 
 
 | 392 | 
    mpfr_mpz_root 0.004 0.004 0.036 12.20 | 
 
 
 
 
 
 | 393 | 
    See also mail from Carl Witty on mpfr list, 09 Oct 2007. | 
 
 
 
 
 
 | 394 | 
 - for sparse input (say x=1 with 2 bits), mpfr_exp is not faster than for | 
 
 
 
 
 
 | 395 | 
         full precision when precision <= MPFR_EXP_THRESHOLD. The reason is | 
 
 
 
 
 
 | 396 | 
         that argument reduction kills sparsity. Maybe avoid argument reduction | 
 
 
 
 
 
 | 397 | 
         for sparse input? | 
 
 
 
 
 
 | 398 | 
 - speed up mpfr_atan for large arguments (to speed up mpc_log) see FR #6198 | 
 
 
 
 
 
 | 399 | 
 - improve mpfr_sin on values like ~pi (do not compute sin from cos, because | 
 
 
 
 
 
 | 400 | 
   of the cancellation). For instance, reduce the input modulo pi/2 in | 
 
 
 
 
 
 | 401 | 
   [-pi/4,pi/4], and define auxiliary functions for which the argument is | 
 
 
 
 
 
 | 402 | 
   assumed to be already reduced (so that the sin function can avoid | 
 
 
 
 
 
 | 403 | 
   unnecessary computations by calling the auxiliary cos function instead of | 
 
 
 
 
 
 | 404 | 
   the full cos function). This will require a native code for sin, for | 
 
 
 
 
 
 | 405 | 
   example using the reduction sin(3x)=3sin(x)-4sin(x)^3. | 
 
 
 
 
 
 | 406 | 
   See https://sympa.inria.fr/sympa/arc/mpfr/2007-08/msg00001.html and | 
 
 
 
 
 
 | 407 | 
   the following messages. | 
 
 
 
 
 
 | 408 | 
 - improve generic.c to work for number of terms <> 2^k | 
 
 
 
 
 
 | 409 | 
 - rewrite mpfr_greater_p... as native code. | 
 
 
 
 
 
 | 410 | 
  | 
 
 
 
 
 
 | 411 | 
 - mpf_t uses a scheme where the number of limbs actually present can | 
 
 
 
 
 
 | 412 | 
   be less than the selected precision, thereby allowing low precision | 
 
 
 
 
 
 | 413 | 
   values (for instance small integers) to be stored and manipulated in | 
 
 
 
 
 
 | 414 | 
   an mpf_t efficiently. | 
 
 
 
 
 
 | 415 | 
  | 
 
 
 
 
 
 | 416 | 
   Perhaps mpfr should get something similar, especially if looking to | 
 
 
 
 
 
 | 417 | 
   replace mpf with mpfr, though it'd be a major change.  Alternately | 
 
 
 
 
 
 | 418 | 
   perhaps those mpfr routines like mpfr_mul where optimizations are | 
 
 
 
 
 
 | 419 | 
   possible through stripping low zero bits or limbs could check for | 
 
 
 
 
 
 | 420 | 
   that (this would be less efficient but easier). | 
 
 
 
 
 
 | 421 | 
  | 
 
 
 
 
 
 | 422 | 
 - try the idea of the paper "Reduced Cancellation in the Evaluation of Entire | 
 
 
 
 
 
 | 423 | 
   Functions and Applications to the Error Function" by W. Gawronski, J. Mueller | 
 
 
 
 
 
 | 424 | 
   and M. Reinhard, to be published in SIAM Journal on Numerical Analysis: to | 
 
 
 
 
 
 | 425 | 
   avoid cancellation in say erfc(x) for x large, they compute the Taylor | 
 
 
 
 
 
 | 426 | 
   expansion of erfc(x)*exp(x^2/2) instead (which has less cancellation), | 
 
 
 
 
 
 | 427 | 
   and then divide by exp(x^2/2) (which is simpler to compute). | 
 
 
 
 
 
 | 428 | 
  | 
 
 
 
 
 
 | 429 | 
 - replace the *_THRESHOLD macros by global (TLS) variables that can be | 
 
 
 
 
 
 | 430 | 
   changed at run time (via a function, like other variables)? One benefit | 
 
 
 
 
 
 | 431 | 
   is that users could use a single MPFR binary on several machines (e.g., | 
 
 
 
 
 
 | 432 | 
   a library provided by binary packages or shared via NFS) with different | 
 
 
 
 
 
 | 433 | 
   thresholds. On the default values, this would be a bit less efficient | 
 
 
 
 
 
 | 434 | 
   than the current code, but this isn't probably noticeable (this should | 
 
 
 
 
 
 | 435 | 
   be tested). Something like: | 
 
 
 
 
 
 | 436 | 
     long *mpfr_tune_get(void) to get the current values (the first value | 
 
 
 
 
 
 | 437 | 
       is the size of the array). | 
 
 
 
 
 
 | 438 | 
     int mpfr_tune_set(long *array) to set the tune values. | 
 
 
 
 
 
 | 439 | 
     int mpfr_tune_run(long level) to find the best values (the support | 
 
 
 
 
 
 | 440 | 
       for this feature is optional, this can also be done with an | 
 
 
 
 
 
 | 441 | 
       external function). | 
 
 
 
 
 
 | 442 | 
  | 
 
 
 
 
 
 | 443 | 
 - better distinguish different processors (for example Opteron and Core 2) | 
 
 
 
 
 
 | 444 | 
   and use corresponding default tuning parameters (as in GMP). This could be | 
 
 
 
 
 
 | 445 | 
   done in configure.ac to avoid hacking config.guess, for example define | 
 
 
 
 
 
 | 446 | 
   MPFR_HAVE_CORE2. | 
 
 
 
 
 
 | 447 | 
   Note (VL): the effect on cross-compilation (that can be a processor | 
 
 
 
 
 
 | 448 | 
   with the same architecture, e.g. compilation on a Core 2 for an | 
 
 
 
 
 
 | 449 | 
   Opteron) is not clear. The choice should be consistent with the | 
 
 
 
 
 
 | 450 | 
   build target (e.g. -march or -mtune value with gcc). | 
 
 
 
 
 
 | 451 | 
   Also choose better default values. For instance, the default value of | 
 
 
 
 
 
 | 452 | 
   MPFR_MUL_THRESHOLD is 40, while the best values that have been found | 
 
 
 
 
 
 | 453 | 
   are between 11 and 19 for 32 bits and between 4 and 10 for 64 bits! | 
 
 
 
 
 
 | 454 | 
  | 
 
 
 
 
 
 | 455 | 
 - during the Many Digits competition, we noticed that (our implantation of) | 
 
 
 
 
 
 | 456 | 
   Mulders short product was slower than a full product for large sizes. | 
 
 
 
 
 
 | 457 | 
   This should be precisely analyzed and fixed if needed. | 
 
 
 
 
 
 | 458 | 
  | 
 
 
 
 
 
 | 459 | 
 - for various functions, check the timings as a function of the magnitude | 
 
 
 
 
 
 | 460 | 
   of the input (and the input and/or output precisions?), and use better | 
 
 
 
 
 
 | 461 | 
   thresholds for asymptotic expansions. | 
 
 
 
 
 
 | 462 | 
  | 
 
 
 
 
 
 | 463 | 
 - improve the special case of mpfr_{add,sub} (x, x, y, ...) when |x| > |y| | 
 
 
 
 
 
 | 464 | 
   to do the addition in-place and have a complexity of O(prec(y)) in most | 
 
 
 
 
 
 | 465 | 
   cases. The mpfr_{add,sub}_{d,ui} functions should automatically benefit | 
 
 
 
 
 
 | 466 | 
   from this change. | 
 
 
 
 
 
 | 467 | 
  | 
 
 
 
 
 
 | 468 | 
 - in gmp_op.c, for functions with mpz_srcptr, check whether mpz_fits_slong_p | 
 
 
 
 
 
 | 469 | 
   is really useful in all cases (see TODO in this file). | 
 
 
 
 
 
 | 470 | 
  | 
 
 
 
 
 
 | 471 | 
 - optimize code that uses a test based on the fact that x >> s is | 
 
 
 
 
 
 | 472 | 
   undefined in C for s == width of x but the result is expected to | 
 
 
 
 
 
 | 473 | 
   be 0. ARM and PowerPC could benefit from such an optimization, | 
 
 
 
 
 
 | 474 | 
   but not x86. This needs support from the compiler. | 
 
 
 
 
 
 | 475 | 
   For PowerPC: https://gcc.gnu.org/bugzilla/show_bug.cgi?id=79233 | 
 
 
 
 
 
 | 476 | 
  | 
 
 
 
 
 
 | 477 | 
 - deal with MPFR_RNDF in mpfr_round_near_x (replaced by MPFR_RNDZ). | 
 
 
 
 
 
 | 478 | 
  | 
 
 
 
 
 
 | 479 | 
 - instead of a fixed mparam.h, optionally use function multiversioning | 
 
 
 
 
 
 | 480 | 
   (FMV), currently only available with the GNU C++ front end: | 
 
 
 
 
 
 | 481 | 
     https://gcc.gnu.org/wiki/FunctionMultiVersioning | 
 
 
 
 
 
 | 482 | 
   According to https://lwn.net/Articles/691932/ the dispatch resolution | 
 
 
 
 
 
 | 483 | 
   is now done by the dynamic loader, so that this should be fast enough | 
 
 
 
 
 
 | 484 | 
   (the cost would be the reading of a static variable, initialized at | 
 
 
 
 
 
 | 485 | 
   load time, instead of a constant). | 
 
 
 
 
 
 | 486 | 
   In particular, binary package distributions would benefit from FMV as | 
 
 
 
 
 
 | 487 | 
   only one binary is generated for different processor families. | 
 
 
 
 
 
 | 488 | 
  | 
 
 
 
 
 
 | 489 | 
  | 
 
 
 
 
 
 | 490 | 
 ############################################################################## | 
 
 
 
 
 
 | 491 | 
 6. Miscellaneous | 
 
 
 
 
 
 | 492 | 
 ############################################################################## | 
 
 
 
 
 
 | 493 | 
  | 
 
 
 
 
 
 | 494 | 
 - [suggested by Tobias Burnus <burnus(at)net-b.de> and | 
 
 
 
 
 
 | 495 | 
    Asher Langton <langton(at)gcc.gnu.org>, Wed, 01 Aug 2007] | 
 
 
 
 
 
 | 496 | 
   support quiet and signaling NaNs in mpfr: | 
 
 
 
 
 
 | 497 | 
   * functions to set/test a quiet/signaling NaN: mpfr_set_snan, mpfr_snan_p, | 
 
 
 
 
 
 | 498 | 
     mpfr_set_qnan, mpfr_qnan_p | 
 
 
 
 
 
 | 499 | 
   * correctly convert to/from double (if encoding of s/qNaN is fixed in 754R) | 
 
 
 
 
 
 | 500 | 
   Note: Signaling NaNs are not specified by the ISO C standard and may | 
 
 
 
 
 
 | 501 | 
   not be supported by the implementation. GCC needs the -fsignaling-nans | 
 
 
 
 
 
 | 502 | 
   option (but this does not affect the C library, which may or may not | 
 
 
 
 
 
 | 503 | 
   accept signaling NaNs). | 
 
 
 
 
 
 | 504 | 
  | 
 
 
 
 
 
 | 505 | 
 - check the constants mpfr_set_emin (-16382-63) and mpfr_set_emax (16383) in | 
 
 
 
 
 
 | 506 | 
   get_ld.c and the other constants, and provide a testcase for large and | 
 
 
 
 
 
 | 507 | 
   small numbers. | 
 
 
 
 
 
 | 508 | 
  | 
 
 
 
 
 
 | 509 | 
 - from Kevin Ryde <user42@zip.com.au>: | 
 
 
 
 
 
 | 510 | 
    Also for pi.c, a pre-calculated compiled-in pi to a few thousand | 
 
 
 
 
 
 | 511 | 
    digits would be good value I think.  After all, say 10000 bits using | 
 
 
 
 
 
 | 512 | 
    1250 bytes would still be small compared to the code size! | 
 
 
 
 
 
 | 513 | 
    Store pi in round to zero mode (to recover other modes). | 
 
 
 
 
 
 | 514 | 
  | 
 
 
 
 
 
 | 515 | 
 - add other prototypes for round to nearest-away (mpfr_round_nearest_away | 
 
 
 
 
 
 | 516 | 
   only deals with the prototypes of say mpfr_sin) or implement it as a native | 
 
 
 
 
 
 | 517 | 
   rounding mode | 
 
 
 
 
 
 | 518 | 
 - add a new roundind mode: round to odd. If the result is not exactly | 
 
 
 
 
 
 | 519 | 
         representable, then round to the odd mantissa. This rounding | 
 
 
 
 
 
 | 520 | 
         has the nice property that for k > 1, if: | 
 
 
 
 
 
 | 521 | 
         y = round(x, p+k, TO_ODD) | 
 
 
 
 
 
 | 522 | 
         z = round(y, p, TO_NEAREST_EVEN), then | 
 
 
 
 
 
 | 523 | 
         z = round(x, p, TO_NEAREST_EVEN) | 
 
 
 
 
 
 | 524 | 
   so it avoids the double-rounding problem. | 
 
 
 
 
 
 | 525 | 
   VL: I prefer the (original?) term "sticky rounding", as used in | 
 
 
 
 
 
 | 526 | 
     J Strother Moore, Tom Lynch, Matt Kaufmann. A Mechanically Checked | 
 
 
 
 
 
 | 527 | 
     Proof of the Correctness of the Kernel of the AMD5K86 Floating-Point | 
 
 
 
 
 
 | 528 | 
     Division Algorithm. IEEE Transactions on Computers, 1996. | 
 
 
 
 
 
 | 529 | 
   and | 
 
 
 
 
 
 | 530 | 
     http://www.russinoff.com/libman/text/node26.html | 
 
 
 
 
 
 | 531 | 
  | 
 
 
 
 
 
 | 532 | 
 - new rounding mode MPFR_RNDE when the result is known to be exact? | 
 
 
 
 
 
 | 533 | 
   * In normal mode, this would allow MPFR to optimize using | 
 
 
 
 
 
 | 534 | 
     this information. | 
 
 
 
 
 
 | 535 | 
   * In debug mode, MPFR would check that the result is exact | 
 
 
 
 
 
 | 536 | 
     (i.e. that the ternary value is 0). | 
 
 
 
 
 
 | 537 | 
  | 
 
 
 
 
 
 | 538 | 
 - add tests of the ternary value for constants | 
 
 
 
 
 
 | 539 | 
  | 
 
 
 
 
 
 | 540 | 
 - When doing Extensive Check (--enable-assert=full), since all the | 
 
 
 
 
 
 | 541 | 
   functions use a similar use of MACROS (ZivLoop, ROUND_P), it should | 
 
 
 
 
 
 | 542 | 
   be possible to do such a scheme: | 
 
 
 
 
 
 | 543 | 
     For the first call to ROUND_P when we can round. | 
 
 
 
 
 
 | 544 | 
     Mark it as such and save the approximated rounding value in | 
 
 
 
 
 
 | 545 | 
     a temporary variable. | 
 
 
 
 
 
 | 546 | 
     Then after, if the mark is set, check if: | 
 
 
 
 
 
 | 547 | 
       - we still can round. | 
 
 
 
 
 
 | 548 | 
       - The rounded value is the same. | 
 
 
 
 
 
 | 549 | 
   It should be a complement to tgeneric tests. | 
 
 
 
 
 
 | 550 | 
  | 
 
 
 
 
 
 | 551 | 
 - in div.c, try to find a case for which cy != 0 after the line | 
 
 
 
 
 
 | 552 | 
         cy = mpn_sub_1 (sp + k, sp + k, qsize, cy); | 
 
 
 
 
 
 | 553 | 
   (which should be added to the tests), e.g. by having {vp, k} = 0, or | 
 
 
 
 
 
 | 554 | 
   prove that this cannot happen. | 
 
 
 
 
 
 | 555 | 
  | 
 
 
 
 
 
 | 556 | 
 - add a configure test for --enable-logging to ignore the option if | 
 
 
 
 
 
 | 557 | 
   it cannot be supported. Modify the "configure --help" description | 
 
 
 
 
 
 | 558 | 
   to say "on systems that support it". | 
 
 
 
 
 
 | 559 | 
  | 
 
 
 
 
 
 | 560 | 
 - add generic bad cases for functions that don't have an inverse | 
 
 
 
 
 
 | 561 | 
   function that is implemented (use a single Newton iteration). | 
 
 
 
 
 
 | 562 | 
  | 
 
 
 
 
 
 | 563 | 
 - add bad cases for the internal error bound (by using a dichotomy | 
 
 
 
 
 
 | 564 | 
   between a bad case for the correct rounding and some input value | 
 
 
 
 
 
 | 565 | 
   with fewer Ziv iterations?). | 
 
 
 
 
 
 | 566 | 
  | 
 
 
 
 
 
 | 567 | 
 - add an option to use a 32-bit exponent type (int) on LP64 machines, | 
 
 
 
 
 
 | 568 | 
   mainly for developers, in order to be able to test the case where the | 
 
 
 
 
 
 | 569 | 
   extended exponent range is the same as the default exponent range, on | 
 
 
 
 
 
 | 570 | 
   such platforms. | 
 
 
 
 
 
 | 571 | 
   Tests can be done with the exp-int branch (added on 2010-12-17, and | 
 
 
 
 
 
 | 572 | 
   many tests fail at this time). | 
 
 
 
 
 
 | 573 | 
  | 
 
 
 
 
 
 | 574 | 
 - test underflow/overflow detection of various functions (in particular | 
 
 
 
 
 
 | 575 | 
   mpfr_exp) in reduced exponent ranges, including ranges that do not | 
 
 
 
 
 
 | 576 | 
   contain 0. | 
 
 
 
 
 
 | 577 | 
  | 
 
 
 
 
 
 | 578 | 
 - add an internal macro that does the equivalent of the following? | 
 
 
 
 
 
 | 579 | 
     MPFR_IS_ZERO(x) || MPFR_GET_EXP(x) <= value | 
 
 
 
 
 
 | 580 | 
  | 
 
 
 
 
 
 | 581 | 
 - check whether __gmpfr_emin and __gmpfr_emax could be replaced by | 
 
 
 
 
 
 | 582 | 
   a constant (see README.dev). Also check the use of MPFR_EMIN_MIN | 
 
 
 
 
 
 | 583 | 
   and MPFR_EMAX_MAX. | 
 
 
 
 
 
 | 584 | 
  | 
 
 
 
 
 
 | 585 | 
 - add a test checking that no mpfr.h macros depend on mpfr-impl.h | 
 
 
 
 
 
 | 586 | 
   (the current tests cannot check that since mpfr-impl.h is always | 
 
 
 
 
 
 | 587 | 
   included). | 
 
 
 
 
 
 | 588 | 
  | 
 
 
 
 
 
 | 589 | 
 - move some macro definitions from acinclude.m4 to the m4 directory | 
 
 
 
 
 
 | 590 | 
   as suggested by the Automake manual? The reason is that the | 
 
 
 
 
 
 | 591 | 
   acinclude.m4 file is big and a bit difficult to read. | 
 
 
 
 
 
 | 592 | 
  | 
 
 
 
 
 
 | 593 | 
 - use symbol versioning. | 
 
 
 
 
 
 | 594 | 
  | 
 
 
 
 
 
 | 595 | 
 - check whether mpz_t caching (pool) is necessary. Timings with -static | 
 
 
 
 
 
 | 596 | 
   with details about the C / C library implementation should be put | 
 
 
 
 
 
 | 597 | 
   somewhere as a comment in the source or in the doc. Using -static | 
 
 
 
 
 
 | 598 | 
   is important because otherwise the cache saves the dynamic call to | 
 
 
 
 
 
 | 599 | 
   mpz_init and mpz_clear; so, what we're measuring is not clear. | 
 
 
 
 
 
 | 600 | 
   See thread: | 
 
 
 
 
 
 | 601 | 
     https://gmplib.org/list-archives/gmp-devel/2015-September/004147.html | 
 
 
 
 
 
 | 602 | 
   Summary: It will not be integrated in GMP because 1) This yields | 
 
 
 
 
 
 | 603 | 
   problems with threading (in MPFR, we have TLS variables, but this is | 
 
 
 
 
 
 | 604 | 
   not the case of GMP). 2) The gain (if confirmed with -static) would | 
 
 
 
 
 
 | 605 | 
   be due to a poor malloc implementation (timings would depend on the | 
 
 
 
 
 
 | 606 | 
   platform). 3) Applications would use more RAM. | 
 
 
 
 
 
 | 607 | 
   Additional notes [VL]: the major differences in the timings given | 
 
 
 
 
 
 | 608 | 
   by Patrick in 2014-01 under Linux were: | 
 
 
 
 
 
 | 609 | 
     Before: | 
 
 
 
 
 
 | 610 | 
     arccos(x)  took 0.054689 ms (32767 eval in 1792 ms) | 
 
 
 
 
 
 | 611 | 
     arctan(x)  took 0.042116 ms (32767 eval in 1380 ms) | 
 
 
 
 
 
 | 612 | 
     After: | 
 
 
 
 
 
 | 613 | 
     arccos(x)  took 0.043580 ms (32767 eval in 1428 ms) | 
 
 
 
 
 
 | 614 | 
     arctan(x)  took 0.035401 ms (32767 eval in 1160 ms) | 
 
 
 
 
 
 | 615 | 
   mpfr_acos doesn't use mpz, but calls mpfr_atan, so that the issue comes | 
 
 
 
 
 
 | 616 | 
   from mpfr_atan, which uses mpz a lot. The problem mainly comes from the | 
 
 
 
 
 
 | 617 | 
   reallocations in GMP because mpz_init is used instead of mpz_init2 with | 
 
 
 
 
 
 | 618 | 
   the estimated maximum size. Other places in the code that uses mpz_init | 
 
 
 
 
 
 | 619 | 
   may be concerned. | 
 
 
 
 
 
 | 620 | 
   Issues with mpz_t caching: | 
 
 
 
 
 
 | 621 | 
     * The pool can take much memory, which may no longer be useful. | 
 
 
 
 
 
 | 622 | 
       For instance: | 
 
 
 
 
 
 | 623 | 
         mpfr_init2 (x, 10000000); | 
 
 
 
 
 
 | 624 | 
         mpfr_log_ui (x, 17, MPFR_RNDN); | 
 
 
 
 
 
 | 625 | 
         /* ... */ | 
 
 
 
 
 
 | 626 | 
         mpfr_clear (x); | 
 
 
 
 
 
 | 627 | 
         /* followed by code using only small precision */ | 
 
 
 
 
 
 | 628 | 
       while contrary to real caches, they contain no data. This is not | 
 
 
 
 
 
 | 629 | 
       valuable memory: freeing/allocating a large block of memory is | 
 
 
 
 
 
 | 630 | 
       much faster than the actual computations, so that mpz_t caching | 
 
 
 
 
 
 | 631 | 
       has no impact on the performance in such cases. A pool with large | 
 
 
 
 
 
 | 632 | 
       blocks also potentially destroys the data locality. | 
 
 
 
 
 
 | 633 | 
     * It assumes that the real GMP functions are __gmpz_init and | 
 
 
 
 
 
 | 634 | 
       __gmpz_clear, which are not part of the official GMP API, thus | 
 
 
 
 
 
 | 635 | 
       is based on GMP internals, which may change in the future or | 
 
 
 
 
 
 | 636 | 
       may be different in forks / compatible libraries / etc. This | 
 
 
 
 
 
 | 637 | 
       can be solved if MPFR code calls mpfr_mpz_init / mpfr_mpz_clear | 
 
 
 
 
 
 | 638 | 
       directly, avoiding the #define's. | 
 
 
 
 
 
 | 639 | 
   Questions that need to be answered: | 
 
 
 
 
 
 | 640 | 
     * What about the comparisons with other memory allocators? | 
 
 
 
 
 
 | 641 | 
     * Shouldn't the pool be part of the memory allocator? | 
 
 
 
 
 
 | 642 | 
       For the default memory allocator (malloc): RFE? | 
 
 
 
 
 
 | 643 | 
   If it is decided to keep some form of mpz_t caching, a possible solution | 
 
 
 
 
 
 | 644 | 
   for both issues: define mpfr_mpz_init2 and mpfr_mpz_clear2, which both | 
 
 
 
 
 
 | 645 | 
   take 2 arguments like mpz_init2, where mpfr_mpz_init2 behaves in a way | 
 
 
 
 
 
 | 646 | 
   similar to mpz_init2, and mpfr_mpz_clear2 behaves in a way similar to | 
 
 
 
 
 
 | 647 | 
   mpz_clear but where the size argument is a hint for the pool; if it is | 
 
 
 
 
 
 | 648 | 
   too large, then the mpz_t should not be pushed back to the pool. The | 
 
 
 
 
 
 | 649 | 
   size argument of mpfr_mpz_init2 could also be a hint to decide which | 
 
 
 
 
 
 | 650 | 
   element to pull from the pool. | 
 
 
 
 
 
 | 651 | 
  | 
 
 
 
 
 
 | 652 | 
 - in tsum, add testcases for mpfr_sum triggering the bug fixed in r9722, | 
 
 
 
 
 
 | 653 | 
   that is, with a large error during the computation of the secondary term | 
 
 
 
 
 
 | 654 | 
   (when the TMD occurs). | 
 
 
 
 
 
 | 655 | 
  | 
 
 
 
 
 
 | 656 | 
 - use the keyword "static" in array indices of parameter declarations with | 
 
 
 
 
 
 | 657 | 
   C99 compilers (6.7.5.3p7) when the pointer is expected not to be null? | 
 
 
 
 
 
 | 658 | 
   For instance, if mpfr.h is changed to have: | 
 
 
 
 
 
 | 659 | 
     __MPFR_DECLSPEC void mpfr_dump (const __mpfr_struct [static 1]); | 
 
 
 
 
 
 | 660 | 
   and one calls | 
 
 
 
 
 
 | 661 | 
     mpfr_dump (NULL); | 
 
 
 
 
 
 | 662 | 
   one gets a warning with Clang. This is just an example; this needs to be | 
 
 
 
 
 
 | 663 | 
   done in a clean way. | 
 
 
 
 
 
 | 664 | 
   See: | 
 
 
 
 
 
 | 665 | 
     http://stackoverflow.com/a/3430353/3782797 | 
 
 
 
 
 
 | 666 | 
     https://hamberg.no/erlend/posts/2013-02-18-static-array-indices.html | 
 
 
 
 
 
 | 667 | 
  | 
 
 
 
 
 
 | 668 | 
 - change most mpfr_urandomb occurrences to mpfr_urandom in the tests? | 
 
 
 
 
 
 | 669 | 
   (The one done in r10573 allowed us to find a bug even without | 
 
 
 
 
 
 | 670 | 
   assertion checking.) | 
 
 
 
 
 
 | 671 | 
  | 
 
 
 
 
 
 | 672 | 
 - tzeta has been much slower since r9848 (which increases the precision | 
 
 
 
 
 
 | 673 | 
   of the input for the low output precisions), at least with the x86 | 
 
 
 
 
 
 | 674 | 
   32-bit ABI. This seems to come from the fact that the working precision | 
 
 
 
 
 
 | 675 | 
   in the mpfr_zeta implementation depends on the precision of the input. | 
 
 
 
 
 
 | 676 | 
   Once mpfr_zeta has improved, change the last argument of test_generic | 
 
 
 
 
 
 | 677 | 
   in tzeta.c back to 5 (as it was before r10667). | 
 
 
 
 
 
 | 678 | 
  | 
 
 
 
 
 
 | 679 | 
 - check the small-precision tables in the tests? | 
 
 
 
 
 
 | 680 | 
   This may require to export some pointer to the tables, but this could | 
 
 
 
 
 
 | 681 | 
   be done only if some debug macro is defined. | 
 
 
 
 
 
 | 682 | 
  | 
 
 
 
 
 
 | 683 | 
 - optionally use malloc() for the caches? See mpfr_mp_memory_cleanup. | 
 
 
 
 
 
 | 684 | 
   Note: This can be implemented by adding a TLS flag saying whether we | 
 
 
 
 
 
 | 685 | 
   are under cache generation or not, and by making the MPFR allocation | 
 
 
 
 
 
 | 686 | 
   functions consider this flag. Moreover, this can only work for mpfr_t | 
 
 
 
 
 
 | 687 | 
   caching (floating-point constants), not for mpz_t caching (Bernoulli | 
 
 
 
 
 
 | 688 | 
   constants) because we do not have the control of memory allocation for | 
 
 
 
 
 
 | 689 | 
   mpz_init. | 
 
 
 
 
 
 | 690 | 
  | 
 
 
 
 
 
 | 691 | 
 - use GCC's nonnull attribute (available since GCC 4.0) where applicable. | 
 
 
 
 
 
 | 692 | 
  | 
 
 
 
 
 
 | 693 | 
 - avoid the use of MPFR_MANT(x) as an lvalue; use other (more high level) | 
 
 
 
 
 
 | 694 | 
   internal macros if possible, such as MPFR_TMP_INIT1, MPFR_TMP_INIT and | 
 
 
 
 
 
 | 695 | 
   MPFR_ALIAS. | 
 
 
 
 
 
 | 696 | 
  | 
 
 
 
 
 
 | 697 | 
  | 
 
 
 
 
 
 | 698 | 
 ############################################################################## | 
 
 
 
 
 
 | 699 | 
 7. Portability | 
 
 
 
 
 
 | 700 | 
 ############################################################################## | 
 
 
 
 
 
 | 701 | 
  | 
 
 
 
 
 
 | 702 | 
 - add a web page with results of builds on different architectures | 
 
 
 
 
 
 | 703 | 
  | 
 
 
 
 
 
 | 704 | 
 - [Kevin about texp.c long strings] | 
 
 
 
 
 
 | 705 | 
   For strings longer than c99 guarantees, it might be cleaner to | 
 
 
 
 
 
 | 706 | 
   introduce a "tests_strdupcat" or something to concatenate literal | 
 
 
 
 
 
 | 707 | 
   strings into newly allocated memory.  I thought I'd done that in a | 
 
 
 
 
 
 | 708 | 
   couple of places already.  Arrays of chars are not much fun. | 
 
 
 
 
 
 | 709 | 
  | 
 
 
 
 
 
 | 710 | 
 - use https://gcc.gnu.org/viewcvs/gcc/trunk/config/stdint.m4 for mpfr-gmp.h | 
 
 
 
 
 
 | 711 | 
  | 
 
 
 
 
 
 | 712 | 
 - By default, GNU Automake adds -I options to local directories, with | 
 
 
 
 
 
 | 713 | 
   the side effect that these directories have the precedence to search | 
 
 
 
 
 
 | 714 | 
   for system headers (#include <...>). This may make the build fail if | 
 
 
 
 
 
 | 715 | 
   a C implementation includes a file that has the same name as one used | 
 
 
 
 
 
 | 716 | 
   in such a directory. | 
 
 
 
 
 
 | 717 | 
   For instance, if one adds an empty file "src/bits/types.h", then the | 
 
 
 
 
 
 | 718 | 
   MPFR build fails under Linux because /usr/include/stdio.h has | 
 
 
 
 
 
 | 719 | 
     #include <bits/types.h> | 
 
 
 
 
 
 | 720 | 
   Possible workaround: | 
 
 
 
 
 
 | 721 | 
     * disable the default -I options with nostdinc as documented in | 
 
 
 
 
 
 | 722 | 
       the Automake manual; | 
 
 
 
 
 
 | 723 | 
     * have a rule that copies the needed files ("mpfr.h" or they should | 
 
 
 
 
 
 | 724 | 
       be prefixed with "mpfr-") to $(top_builddir)/include; | 
 
 
 
 
 
 | 725 | 
     * use "-I$(top_builddir)/include". |