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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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|
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This file is part of the GNU MPFR Library. |
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|
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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 |
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h->read (h, buffer, size) |
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h->write (h, buffer, size) |
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respectively. |
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|
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The struct ext_data structure could contain the following fields: |
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* read: pointer to a wrapper function for the read method. |
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* write: pointer to a wrapper function for the write method. |
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* FILE *fh: to be used for operations with files. |
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* unsigned char *arena: to be used for operations with memory. |
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|
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The wrapper functions for the read method could be: |
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|
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static int |
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read_from_file (struct ext_data *h, unsigned char *buffer, size_t size) |
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{ |
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return fread (buffer, size, 1, h->fh) != 1; |
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} |
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|
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static int |
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read_from_memory (struct ext_data *h, unsigned char *buffer, size_t size) |
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{ |
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if (h->arena == NULL) |
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return 1; |
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memcpy (buffer, h->arena, size); |
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h->arena += size; |
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return 0; |
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} |
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|
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So I expect very few changes in the existing code: |
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* Write a few wrapper functions. |
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* Rename mpfr_fpif_export to mpfr_fpif_export_aux and |
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mpfr_fpif_import to mpfr_fpif_import_aux. |
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* In the existing functions, replace FILE *fh, and fread/fwrite |
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calls as mentioned above. |
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* Add new mpfr_fpif_export, mpfr_fpif_import, mpfr_fpif_export_mem, |
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mpfr_fpif_import_mem. |
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|
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############################################################################## |
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5. Efficiency |
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############################################################################## |
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|
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- Fredrik Johansson reports that mpfr_ai is slow for large arguments: an |
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asymptotic expansion should be used (once done, remove REDUCE_EMAX from |
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tests/tai.c and update the description in mpfr.texi). |
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- for exp(x), Fredrik Johansson reports a 20% speed improvement starting from |
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4000 bits, and up to a 75% memory improvement in his Arb implementation, by |
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using recursive instead of iterative binary splitting: |
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https://github.com/fredrik-johansson/arb/blob/master/elefun/exp_sum_bs_powtab.c |
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- 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". |