qmc_sequence MEX: use the Fortran version of John Burkardt’s code (instead of C++)

Incidentally, this greatly diminishes the compilation time of the MEX.
mr#2134
Sébastien Villemot 2023-04-15 12:57:24 +02:00
parent 85351d751c
commit 36db88c56c
No known key found for this signature in database
GPG Key ID: 2CECE9350ECEBE4A
8 changed files with 1394 additions and 13821 deletions

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@ -307,10 +307,9 @@ Copyright: 2005-2011 Ondra Kamenik
2019-2020 Dynare Team
License: GPL-3+
Files: mex/sources/sobol/sobol.hh mex/sources/sobol/initialize_v_array.hh
mex/sources/sobol/initialize_v_array.inc
Copyright: 2009 John Burkardt
2010-2017 Dynare Team
Files: mex/sources/sobol/sobol.f08
Copyright: 2004-2009 John Burkardt
2023 Dynare Team
License: LGPL-3+
Files: macOS/brewfiles/*

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@ -1,4 +1,4 @@
dnl Copyright © 2009-2021 Dynare Team
dnl Copyright © 2009-2023 Dynare Team
dnl
dnl This file is part of Dynare.
dnl
@ -37,6 +37,7 @@ case ${MATLAB_ARCH} in
MATLAB_LDFLAGS_NOMAP="-shared -Wl,--no-undefined -Wl,-rpath-link,$MATLAB/bin/glnxa64 -L$MATLAB/bin/glnxa64"
MATLAB_LDFLAGS="$MATLAB_LDFLAGS_NOMAP -Wl,--version-script,$MATLAB/extern/lib/glnxa64/mexFunction.map"
MATLAB_LIBS="-lmx -lmex -lmat -lm -lmwlapack -lmwblas"
FORTRAN_LIBS_FOR_CXXLINK="-lgfortran -lquadmath"
ax_mexopts_ok="yes"
;;
win64)
@ -64,6 +65,7 @@ case ${MATLAB_ARCH} in
# Should come by the end of the link command
# (otherwise it will have to be enclosed within --whole-archive).
OPENMP_LIBS="-Wl,-Bstatic -lgomp -Wl,-Bdynamic"
FORTRAN_LIBS_FOR_CXXLINK="-Wl,-Bstatic -lgfortran -Wl,-Bdynamic" # libquadmath is already in MATLAB_LDFLAGS_NOMAP
ax_mexopts_ok="yes"
;;
maci64)
@ -77,6 +79,7 @@ case ${MATLAB_ARCH} in
# to avoid linking against the HDF5 shipped by MATLAB (which would
# otherwise override the HDF5 from Homebrew)
MATLAB_LIBS="-L$MATLAB/bin/maci64 -lmx -lmex -lmat -lmwlapack -lmwblas"
FORTRAN_LIBS_FOR_CXXLINK="-lgfortran -lquadmath"
ax_mexopts_ok="yes"
;;
*)
@ -132,4 +135,5 @@ AC_SUBST([MATLAB_FCFLAGS])
AC_SUBST([MATLAB_LDFLAGS])
AC_SUBST([MATLAB_LIBS])
AC_SUBST([OPENMP_LIBS])
AC_SUBST([FORTRAN_LIBS_FOR_CXXLINK])
])

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@ -39,6 +39,9 @@ CXXFLAGS=$($MKOCTFILE -p CXXFLAGS)
# is undesirable for generic LDFLAGS.
LDFLAGS=$($MKOCTFILE --link-stand-alone -p LDFLAGS)
FORTRAN_LIBS_FOR_CXXLINK="-lgfortran -lquadmath"
AC_SUBST([FORTRAN_LIBS_FOR_CXXLINK])
AC_CANONICAL_HOST
OCTAVE_VERSION=$($MKOCTFILE -v 2>&1 | sed 's/mkoctfile, version //')

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@ -4,12 +4,15 @@ TOPDIR = $(top_srcdir)/../../sources/sobol
qmc_sequence_CPPFLAGS = $(AM_CPPFLAGS) -I$(TOPDIR)
qmc_sequence_CXXFLAGS = $(AM_CXXFLAGS) -fopenmp
qmc_sequence_LDADD = $(OPENMP_LIBS)
qmc_sequence_LDADD = $(OPENMP_LIBS) $(FORTRAN_LIBS_FOR_CXXLINK)
nodist_qmc_sequence_SOURCES = qmc_sequence.cc
nodist_qmc_sequence_SOURCES = qmc_sequence.cc sobol.f08
BUILT_SOURCES = $(nodist_qmc_sequence_SOURCES)
CLEANFILES = $(nodist_qmc_sequence_SOURCES)
%.cc: $(TOPDIR)/%.cc
$(LN_S) -f $< $@
%.f08: $(TOPDIR)/%.f08
$(LN_S) -f $< $@

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@ -1,28 +0,0 @@
template<typename T>
int
initialize_v_array(int dim_max, int log_max, T **v)
/*
** This function initializes the v array used in the sobol routine.
**
** Original files downloaded from http://people.sc.fsu.edu/~burkardt/cpp_src/sobol/ (version 17-Feb-2009 09:46)
**
** Copyright © 2009 John Burkardt
** Copyright © 2010-2017 Dynare Team
**
** This program is free software: you can redistribute it and/or modify
** it under the terms of the GNU Lesser General Public License as published by
** the Free Software Foundation, either version 3 of the License, or
** (at your option) any later version.
**
** This program is distributed in the hope that it will be useful,
** but WITHOUT ANY WARRANTY; without even the implied warranty of
** MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
** GNU Lesser General Public License for more details.
**
** You should have received a copy of the GNU Lesser General Public License
** along with this program. If not, see <https://www.gnu.org/licenses/>.
*/
{
#include "initialize_v_array.inc"
return 1;
}

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1347
mex/sources/sobol/sobol.f08 Normal file

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@ -1,540 +1,44 @@
/* Quasi Monte Carlo sequences (à la Sobol).
**
** Original files downloaded from http://people.sc.fsu.edu/~burkardt/cpp_src/sobol/ (version 17-Feb-2009 09:46)
**
** Copyright © 2009 John Burkardt
** Copyright © 2010-2017 Dynare Team
**
** This program is free software: you can redistribute it and/or modify
** it under the terms of the GNU Lesser General Public License as published by
** the Free Software Foundation, either version 3 of the License, or
** (at your option) any later version.
**
** This program is distributed in the hope that it will be useful,
** but WITHOUT ANY WARRANTY; without even the implied warranty of
** MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
** GNU Lesser General Public License for more details.
**
** You should have received a copy of the GNU Lesser General Public License
** along with this program. If not, see <https://www.gnu.org/licenses/>.
*/
/* Interface to quasi Monte Carlo sequences (à la Sobol) routines.
*
* Copyright © 2010-2023 Dynare Team
*
* This file is part of Dynare.
*
* Dynare is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Dynare is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with Dynare. If not, see <https://www.gnu.org/licenses/>.
*/
#include <cstdlib>
#include <iostream>
#include <iomanip>
#include <cmath>
#include <ctime>
#include "initialize_v_array.hh"
using namespace std;
#include <cstdint>
#include <dynblas.h> // For the FORTRAN_WRAPPER macro
constexpr int DIM_MAX = 1111;
template<typename T>
int
bit_hi1(T n)
/*
** This function returns the position of the high 1 bit base 2 in an integer.
**
** Example:
**
** N Binary Hi 1
** ---- -------- ----
** 0 0 0
** 1 1 1
** 2 10 2
** 3 11 2
** 4 100 3
** 5 101 3
** 6 110 3
** 7 111 3
** 8 1000 4
** 9 1001 4
** 10 1010 4
** 11 1011 4
** 12 1100 4
** 13 1101 4
** 14 1110 4
** 15 1111 4
** 16 10000 5
** 17 10001 5
** 1023 1111111111 10
** 1024 10000000000 11
** 1025 10000000001 11
**
**
** Original files downloaded from http://people.sc.fsu.edu/~burkardt/cpp_src/sobol/ (version 17-Feb-2009 09:46)
**
** Input, int or long long, the integer to be measured.
** N should be nonnegative. If N is nonpositive, BIT_HI1 will always be 0.
**
** Output: the location of the high order bit.
*/
// Interface to Fortran code
extern "C"
{
int bit = 0;
while (n > 0)
{
bit++;
n = n/2;
}
return bit;
#define i8_sobol FORTRAN_WRAPPER(i8_sobol)
void i8_sobol(const int64_t *dim_num, int64_t *seed, double *quasi);
}
template<typename T>
int
bit_lo0(T n)
/*
** This function returns the position of the low 0 bit base 2 in an integer.
**
** Example:
**
** N Binary Lo 0
** ---- -------- ----
** 0 0 1
** 1 1 2
** 2 10 1
** 3 11 3
** 4 100 1
** 5 101 2
** 6 110 1
** 7 111 4
** 8 1000 1
** 9 1001 2
** 10 1010 1
** 11 1011 3
** 12 1100 1
** 13 1101 2
** 14 1110 1
** 15 1111 5
** 16 10000 1
** 17 10001 2
** 1023 1111111111 1
** 1024 10000000000 1
** 1025 10000000001 1
**
**
** Original files downloaded from http://people.sc.fsu.edu/~burkardt/cpp_src/sobol/ (version 17-Feb-2009 09:46)
**
** INPUTS
**
** Input, int N, the integer to be measured.
** N should be nonnegative.
**
** OUTPUTS (int) the position of the low 0 bit.
*/
inline void
next_sobol(int dim_num, int64_t *seed, double *quasi)
{
int bit = 0;
while (true)
{
bit++;
T n2 = n/2;
if (n == 2*n2)
break;
n = n2;
}
return bit;
int64_t dim_num2 {dim_num};
i8_sobol(&dim_num2, seed, quasi);
}
template<typename T>
T
ixor(T i, T j)
/*
** This function calculates the exclusive OR of two integers.
**
** Original files downloaded from http://people.sc.fsu.edu/~burkardt/cpp_src/sobol/ (version 17-Feb-2009 09:46)
**
** INPUTS I, J, two integer to be exclusive OR-ed.
**
** OUTPUTS (integer) the exclusive OR of I and J.
*/
{
T k = 0;
T l = 1;
while (i != 0 || j != 0)
{
T i2 = i / 2;
T j2 = j / 2;
if (((i == 2 * i2) && (j != 2 * j2))
|| ((i != 2 * i2) && (j == 2 * j2)))
{
k = k + l;
}
i = i2;
j = j2;
l = 2 * l;
}
return k;
}
template<typename T1, typename T2>
void
next_sobol(int dim_num, T1 *seed, T2 *quasi)
/*
** This function generates a new quasirandom Sobol vector with each call.
**
** Discussion:
**
** The routine adapts the ideas of Antonov and Saleev.
**
** This routine uses LONG LONG INT for integers and DOUBLE for real values or
** INT for integers and FLOAT for real values.
**
** Thanks to Steffan Berridge for supplying (twice) the properly
** formatted V data needed to extend the original routine's dimension
** limit from 40 to 1111, 05 June 2007.
**
** Thanks to Francis Dalaudier for pointing out that the range of allowed
** values of DIM_NUM should start at 1, not 2! 17 February 2009.
**
** Original files downloaded from http://people.sc.fsu.edu/~burkardt/cpp_src/sobol/ (version 17-Feb-2009 09:46)
**
** Reference:
**
** IA Antonov, VM Saleev,
** An Economic Method of Computing LP Tau-Sequences,
** USSR Computational Mathematics and Mathematical Physics,
** Volume 19, 1980, pages 252 - 256.
**
** Paul Bratley, Bennett Fox,
** Algorithm 659:
** Implementing Sobol's Quasirandom Sequence Generator,
** ACM Transactions on Mathematical Software,
** Volume 14, Number 1, pages 88-100, 1988.
**
** Bennett Fox,
** Algorithm 647:
** Implementation and Relative Efficiency of Quasirandom
** Sequence Generators,
** ACM Transactions on Mathematical Software,
** Volume 12, Number 4, pages 362-376, 1986.
**
** Stephen Joe, Frances Kuo
** Remark on Algorithm 659:
** Implementing Sobol's Quasirandom Sequence Generator,
** ACM Transactions on Mathematical Software,
** Volume 29, Number 1, pages 49-57, March 2003.
**
** Ilya Sobol,
** USSR Computational Mathematics and Mathematical Physics,
** Volume 16, pages 236-242, 1977.
**
** Ilya Sobol, YL Levitan,
** The Production of Points Uniformly Distributed in a Multidimensional
** Cube (in Russian),
** Preprint IPM Akad. Nauk SSSR,
** Number 40, Moscow 1976.
**
** Parameters:
**
** Input, int DIM_NUM, the number of spatial dimensions.
** DIM_NUM must satisfy 1 <= DIM_NUM <= 1111.
**
** Input/output, long long int *SEED, the "seed" for the sequence.
** This is essentially the index in the sequence of the quasirandom
** value to be generated. On output, SEED has been set to the
** appropriate next value, usually simply SEED+1.
** If SEED is less than 0 on input, it is treated as though it were 0.
** An input value of 0 requests the first (0-th) element of the sequence.
**
** Output, double QUASI[DIM_NUM], the next quasirandom vector.
*/
{
static T1 atmost;
static int dim_num_save = 0;
int LOG_MAX = sizeof(T1)*8-2;
bool includ[LOG_MAX];
static bool initialized = false;
static T1 lastq[DIM_MAX];
static T1 maxcol;
T1 l = 0;
static T1 poly[DIM_MAX] =
{
1, 3, 7, 11, 13, 19, 25, 37, 59, 47,
61, 55, 41, 67, 97, 91, 109, 103, 115, 131,
193, 137, 145, 143, 241, 157, 185, 167, 229, 171,
213, 191, 253, 203, 211, 239, 247, 285, 369, 299,
301, 333, 351, 355, 357, 361, 391, 397, 425, 451,
463, 487, 501, 529, 539, 545, 557, 563, 601, 607,
617, 623, 631, 637, 647, 661, 675, 677, 687, 695,
701, 719, 721, 731, 757, 761, 787, 789, 799, 803,
817, 827, 847, 859, 865, 875, 877, 883, 895, 901,
911, 949, 953, 967, 971, 973, 981, 985, 995, 1001,
1019, 1033, 1051, 1063, 1069, 1125, 1135, 1153, 1163, 1221,
1239, 1255, 1267, 1279, 1293, 1305, 1315, 1329, 1341, 1347,
1367, 1387, 1413, 1423, 1431, 1441, 1479, 1509, 1527, 1531,
1555, 1557, 1573, 1591, 1603, 1615, 1627, 1657, 1663, 1673,
1717, 1729, 1747, 1759, 1789, 1815, 1821, 1825, 1849, 1863,
1869, 1877, 1881, 1891, 1917, 1933, 1939, 1969, 2011, 2035,
2041, 2053, 2071, 2091, 2093, 2119, 2147, 2149, 2161, 2171,
2189, 2197, 2207, 2217, 2225, 2255, 2257, 2273, 2279, 2283,
2293, 2317, 2323, 2341, 2345, 2363, 2365, 2373, 2377, 2385,
2395, 2419, 2421, 2431, 2435, 2447, 2475, 2477, 2489, 2503,
2521, 2533, 2551, 2561, 2567, 2579, 2581, 2601, 2633, 2657,
2669, 2681, 2687, 2693, 2705, 2717, 2727, 2731, 2739, 2741,
2773, 2783, 2793, 2799, 2801, 2811, 2819, 2825, 2833, 2867,
2879, 2881, 2891, 2905, 2911, 2917, 2927, 2941, 2951, 2955,
2963, 2965, 2991, 2999, 3005, 3017, 3035, 3037, 3047, 3053,
3083, 3085, 3097, 3103, 3159, 3169, 3179, 3187, 3205, 3209,
3223, 3227, 3229, 3251, 3263, 3271, 3277, 3283, 3285, 3299,
3305, 3319, 3331, 3343, 3357, 3367, 3373, 3393, 3399, 3413,
3417, 3427, 3439, 3441, 3475, 3487, 3497, 3515, 3517, 3529,
3543, 3547, 3553, 3559, 3573, 3589, 3613, 3617, 3623, 3627,
3635, 3641, 3655, 3659, 3669, 3679, 3697, 3707, 3709, 3713,
3731, 3743, 3747, 3771, 3791, 3805, 3827, 3833, 3851, 3865,
3889, 3895, 3933, 3947, 3949, 3957, 3971, 3985, 3991, 3995,
4007, 4013, 4021, 4045, 4051, 4069, 4073, 4179, 4201, 4219,
4221, 4249, 4305, 4331, 4359, 4383, 4387, 4411, 4431, 4439,
4449, 4459, 4485, 4531, 4569, 4575, 4621, 4663, 4669, 4711,
4723, 4735, 4793, 4801, 4811, 4879, 4893, 4897, 4921, 4927,
4941, 4977, 5017, 5027, 5033, 5127, 5169, 5175, 5199, 5213,
5223, 5237, 5287, 5293, 5331, 5391, 5405, 5453, 5523, 5573,
5591, 5597, 5611, 5641, 5703, 5717, 5721, 5797, 5821, 5909,
5913, 5955, 5957, 6005, 6025, 6061, 6067, 6079, 6081, 6231,
6237, 6289, 6295, 6329, 6383, 6427, 6453, 6465, 6501, 6523,
6539, 6577, 6589, 6601, 6607, 6631, 6683, 6699, 6707, 6761,
6795, 6865, 6881, 6901, 6923, 6931, 6943, 6999, 7057, 7079,
7103, 7105, 7123, 7173, 7185, 7191, 7207, 7245, 7303, 7327,
7333, 7355, 7365, 7369, 7375, 7411, 7431, 7459, 7491, 7505,
7515, 7541, 7557, 7561, 7701, 7705, 7727, 7749, 7761, 7783,
7795, 7823, 7907, 7953, 7963, 7975, 8049, 8089, 8123, 8125,
8137, 8219, 8231, 8245, 8275, 8293, 8303, 8331, 8333, 8351,
8357, 8367, 8379, 8381, 8387, 8393, 8417, 8435, 8461, 8469,
8489, 8495, 8507, 8515, 8551, 8555, 8569, 8585, 8599, 8605,
8639, 8641, 8647, 8653, 8671, 8675, 8689, 8699, 8729, 8741,
8759, 8765, 8771, 8795, 8797, 8825, 8831, 8841, 8855, 8859,
8883, 8895, 8909, 8943, 8951, 8955, 8965, 8999, 9003, 9031,
9045, 9049, 9071, 9073, 9085, 9095, 9101, 9109, 9123, 9129,
9137, 9143, 9147, 9185, 9197, 9209, 9227, 9235, 9247, 9253,
9257, 9277, 9297, 9303, 9313, 9325, 9343, 9347, 9371, 9373,
9397, 9407, 9409, 9415, 9419, 9443, 9481, 9495, 9501, 9505,
9517, 9529, 9555, 9557, 9571, 9585, 9591, 9607, 9611, 9621,
9625, 9631, 9647, 9661, 9669, 9679, 9687, 9707, 9731, 9733,
9745, 9773, 9791, 9803, 9811, 9817, 9833, 9847, 9851, 9863,
9875, 9881, 9905, 9911, 9917, 9923, 9963, 9973, 10003, 10025,
10043, 10063, 10071, 10077, 10091, 10099, 10105, 10115, 10129, 10145,
10169, 10183, 10187, 10207, 10223, 10225, 10247, 10265, 10271, 10275,
10289, 10299, 10301, 10309, 10343, 10357, 10373, 10411, 10413, 10431,
10445, 10453, 10463, 10467, 10473, 10491, 10505, 10511, 10513, 10523,
10539, 10549, 10559, 10561, 10571, 10581, 10615, 10621, 10625, 10643,
10655, 10671, 10679, 10685, 10691, 10711, 10739, 10741, 10755, 10767,
10781, 10785, 10803, 10805, 10829, 10857, 10863, 10865, 10875, 10877,
10917, 10921, 10929, 10949, 10967, 10971, 10987, 10995, 11009, 11029,
11043, 11045, 11055, 11063, 11075, 11081, 11117, 11135, 11141, 11159,
11163, 11181, 11187, 11225, 11237, 11261, 11279, 11297, 11307, 11309,
11327, 11329, 11341, 11377, 11403, 11405, 11413, 11427, 11439, 11453,
11461, 11473, 11479, 11489, 11495, 11499, 11533, 11545, 11561, 11567,
11575, 11579, 11589, 11611, 11623, 11637, 11657, 11663, 11687, 11691,
11701, 11747, 11761, 11773, 11783, 11795, 11797, 11817, 11849, 11855,
11867, 11869, 11873, 11883, 11919, 11921, 11927, 11933, 11947, 11955,
11961, 11999, 12027, 12029, 12037, 12041, 12049, 12055, 12095, 12097,
12107, 12109, 12121, 12127, 12133, 12137, 12181, 12197, 12207, 12209,
12239, 12253, 12263, 12269, 12277, 12287, 12295, 12309, 12313, 12335,
12361, 12367, 12391, 12409, 12415, 12433, 12449, 12469, 12479, 12481,
12499, 12505, 12517, 12527, 12549, 12559, 12597, 12615, 12621, 12639,
12643, 12657, 12667, 12707, 12713, 12727, 12741, 12745, 12763, 12769,
12779, 12781, 12787, 12799, 12809, 12815, 12829, 12839, 12857, 12875,
12883, 12889, 12901, 12929, 12947, 12953, 12959, 12969, 12983, 12987,
12995, 13015, 13019, 13031, 13063, 13077, 13103, 13137, 13149, 13173,
13207, 13211, 13227, 13241, 13249, 13255, 13269, 13283, 13285, 13303,
13307, 13321, 13339, 13351, 13377, 13389, 13407, 13417, 13431, 13435,
13447, 13459, 13465, 13477, 13501, 13513, 13531, 13543, 13561, 13581,
13599, 13605, 13617, 13623, 13637, 13647, 13661, 13677, 13683, 13695,
13725, 13729, 13753, 13773, 13781, 13785, 13795, 13801, 13807, 13825,
13835, 13855, 13861, 13871, 13883, 13897, 13905, 13915, 13939, 13941,
13969, 13979, 13981, 13997, 14027, 14035, 14037, 14051, 14063, 14085,
14095, 14107, 14113, 14125, 14137, 14145, 14151, 14163, 14193, 14199,
14219, 14229, 14233, 14243, 14277, 14287, 14289, 14295, 14301, 14305,
14323, 14339, 14341, 14359, 14365, 14375, 14387, 14411, 14425, 14441,
14449, 14499, 14513, 14523, 14537, 14543, 14561, 14579, 14585, 14593,
14599, 14603, 14611, 14641, 14671, 14695, 14701, 14723, 14725, 14743,
14753, 14759, 14765, 14795, 14797, 14803, 14831, 14839, 14845, 14855,
14889, 14895, 14909, 14929, 14941, 14945, 14951, 14963, 14965, 14985,
15033, 15039, 15053, 15059, 15061, 15071, 15077, 15081, 15099, 15121,
15147, 15149, 15157, 15167, 15187, 15193, 15203, 15205, 15215, 15217,
15223, 15243, 15257, 15269, 15273, 15287, 15291, 15313, 15335, 15347,
15359, 15373, 15379, 15381, 15391, 15395, 15397, 15419, 15439, 15453,
15469, 15491, 15503, 15517, 15527, 15531, 15545, 15559, 15593, 15611,
15613, 15619, 15639, 15643, 15649, 15661, 15667, 15669, 15681, 15693,
15717, 15721, 15741, 15745, 15765, 15793, 15799, 15811, 15825, 15835,
15847, 15851, 15865, 15877, 15881, 15887, 15899, 15915, 15935, 15937,
15955, 15973, 15977, 16011, 16035, 16061, 16069, 16087, 16093, 16097,
16121, 16141, 16153, 16159, 16165, 16183, 16189, 16195, 16197, 16201,
16209, 16215, 16225, 16259, 16265, 16273, 16299, 16309, 16355, 16375,
16381
};
static T2 recipd;
static T1 seed_save = -1;
static T1 **v;
if (!initialized || dim_num != dim_num_save)
{
v = new T1 *[DIM_MAX];
for (int i = 0; i < DIM_MAX; i++)
v[i] = new T1[LOG_MAX];
initialized = true;
initialize_v_array(DIM_MAX, LOG_MAX, v);
/*
** Check parameters.
*/
if (dim_num < 1 || DIM_MAX < dim_num)
{
cout << "\n";
cout << "NEXT_SOBOL - Fatal error!\n";
cout << " The spatial dimension DIM_NUM should satisfy:\n";
cout << " 1 <= DIM_NUM <= " << DIM_MAX << "\n";
cout << " But this input value is DIM_NUM = " << dim_num << "\n";
exit(1);
}
dim_num_save = dim_num;
/*
** Set ATMOST = 2^LOG_MAX - 1.
*/
atmost = static_cast<T1>(0);
for (int i = 1; i <= LOG_MAX; i++)
atmost = 2 * atmost + 1;
/*
** Find the highest 1 bit in ATMOST (should be LOG_MAX).
*/
maxcol = bit_hi1(atmost);
/*
** Initialize row 1 of V.
*/
for (T1 j = 0; j < maxcol; j++)
{
v[0][j] = static_cast<T1>(1);
}
/*
** Initialize the remaining rows of V.
*/
for (int i = 1; i < dim_num; i++)
{
/*
** The bit pattern of the integer POLY(I) gives the form
** of polynomial I.
**
** Find the degree of polynomial I from binary encoding.
*/
T1 j = poly[i];
T1 m = 0;
while (true)
{
j = j / 2;
if (j <= 0)
break;
m = m + 1;
}
/*
** We expand this bit pattern to separate components
** of the logical array INCLUD.
*/
j = poly[i];
for (T1 k = m-1; 0 <= k; k--)
{
T1 j2 = j / 2;
includ[k] = (j != (2 * j2));
j = j2;
}
/*
** Calculate the remaining elements of row I as explained
** in Bratley and Fox, section 2.
**
** Some tricky indexing here. Did I change it correctly?
*/
for (j = m; j < maxcol; j++)
{
T1 newv = v[i][j-m];
l = 1;
for (T1 k = 0; k < m; k++)
{
l = 2 * l;
if (includ[k])
newv = newv ^ (l * v[i][j-k-1]);
}
v[i][j] = newv;
}
}
/*
** Multiply columns of V by appropriate power of 2.
*/
l = 1;
for (T1 j = maxcol - 2; 0 <= j; j--)
{
l = 2 * l;
for (int i = 0; i < dim_num; i++)
v[i][j] = v[i][j] * l;
}
/*
** RECIPD is 1/(common denominator of the elements in V).
*/
recipd = 1.0E+00 / static_cast<T2>(2 * l);
}
if (*seed < 0)
*seed = 0;
if (*seed == 0)
{
l = 1;
for (int i = 0; i < dim_num; i++)
lastq[i] = 0;
}
else if (*seed == seed_save + 1)
l = bit_lo0(*seed);
else if (*seed <= seed_save)
{
seed_save = 0;
l = 1;
for (int i = 0; i < dim_num; i++)
lastq[i] = 0;
for (T1 seed_temp = seed_save; seed_temp <= (*seed)-1; seed_temp++)
{
l = bit_lo0(seed_temp);
for (int i = 0; i < dim_num; i++)
lastq[i] = (lastq[i] ^ v[i][l-1]);
}
l = bit_lo0(*seed);
}
else if (seed_save+1 < *seed)
{
for (T1 seed_temp = seed_save+1; seed_temp <= (*seed)-1; seed_temp++)
{
l = bit_lo0(seed_temp);
for (int i = 0; i < dim_num; i++)
lastq[i] = (lastq[i] ^ v[i][l-1]);
}
l = bit_lo0(*seed);
}
/*
** Check that the user is not calling too many times!
*/
if (maxcol < l)
{
cout << "\n";
cout << "NEXT_SOBOL - Fatal error!\n";
cout << " The value of SEED seems to be too large!\n";
cout << " SEED = " << *seed << "\n";
cout << " MAXCOL = " << maxcol << "\n";
cout << " L = " << l << "\n";
exit(2);
}
/*
** Calculate the new components of QUASI.
** The caret indicates the bitwise exclusive OR.
*/
for (int i = 0; i < dim_num; i++)
{
quasi[i] = static_cast<T2>(lastq[i]) * recipd;
lastq[i] = lastq[i]^v[i][l-1];
}
seed_save = *seed;
*seed = *seed + 1;
return;
}
template<typename T1, typename T2>
T1
sobol_block(int dimension, int block_size, T1 seed, T2 *block)
inline int64_t
sobol_block(int dimension, int block_size, int64_t seed, double *block)
{
for (int iter = 0; iter < block_size; iter++)
next_sobol(dimension, &seed, &block[iter*dimension]);