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A 64-bit Xorshift PRNG combined a Weyl Generator. Passes all BigCrush tests.
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/******************************************************************************* | |
Copyright (C) 2009-2017 Reed A. Cartwright, PhD <[email protected]> | |
All rights reserved. | |
Redistribution and use in source and binary forms, with or without | |
modification, are permitted provided that the following conditions are met: | |
1. Redistributions of source code must retain the above copyright notice, this | |
list of conditions and the following disclaimer. | |
2. Redistributions in binary form must reproduce the above copyright notice, | |
this list of conditions and the following disclaimer in the documentation | |
and/or other materials provided with the distribution. | |
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND | |
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED | |
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE | |
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR | |
ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES | |
(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; | |
LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND | |
ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT | |
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS | |
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | |
******************************************************************************* | |
A 64-bit Xorshift PRNG combined a Weyl Generator. | |
From ideas of Marsgalia, Brent, and others. | |
Passes all the BigCrush tests. | |
References: | |
http://www.jstatsoft.org/v08/i14/paper | |
http://wwwmaths.anu.edu.au/~brent/random.html | |
http://www.iro.umontreal.ca/~panneton/These.pdf | |
*******************************************************************************/ | |
#pragma once | |
#ifndef XORSHIFT64_H | |
#define XORSHIFT64_H | |
#ifndef __STDC_CONSTANT_MACROS | |
# define __STDC_CONSTANT_MACROS 1 | |
#endif | |
#ifndef __STDC_LIMIT_MACROS | |
# define __STDC_LIMIT_MACROS 1 | |
#endif | |
#if defined(__unix__) || (defined(__APPLE__) && defined(__MACH__)) | |
# include <sys/param.h> | |
#endif | |
#if defined(__APPLE__) && defined(__MACH__) | |
# include <machine/endian.h> | |
#elif defined(BSD) | |
# include <sys/endian.h> | |
#else | |
# include <endian.h> | |
#endif | |
#if defined(_WIN64) || defined(_WIN32) | |
# include <process.h> | |
inline int getpid() { return _getpid(); } | |
#else | |
# include <unistd.h> | |
#endif | |
#include <cfloat> | |
#include <cstdint> | |
#include <algorithm> | |
#if __cpluscplus >= 201103L | |
# include <chrono> | |
# include <random> | |
#else | |
# include <ctime> | |
#endif | |
class xorshift64 { | |
public: | |
explicit xorshift64(uint64_t seed1 = 0, uint64_t seed2 = 0) { | |
seed(seed1,seed2); | |
} | |
explicit xorshift64(std::pair<uint64_t,uint64_t> p) { | |
seed(p.first,p.second); | |
} | |
void seed(uint64_t seed1 = 0, uint64_t seed2 = 0) { | |
u = (seed1 == 0) ? UINT64_C(15191868757011070976) : seed1; | |
w = (seed2 == 0) ? UINT64_C(0x61C8864680B583EB) : seed2; | |
// Burn in the seed | |
for(int i=0;i<256;++i) | |
get_raw(); | |
} | |
void seed(std::pair<uint64_t,uint64_t> p) { | |
seed(p.first,p.second); | |
} | |
std::pair<uint64_t,uint64_t> get_state() const { | |
return std::make_pair(u,w); | |
} | |
// Xorshift + Weyl Generator + some extra magic for low bits | |
uint64_t get_raw() { | |
u ^= (u << 5); u ^= (u >> 15); u ^= (u << 27); | |
w += UINT64_C(0x61C8864680B583EB); | |
return u+(w^(w>>27)); | |
} | |
uint64_t get_uint64() { | |
return get_raw(); | |
} | |
uint32_t get_uint32() { | |
return static_cast<uint32_t>(get_raw() >> 32); | |
} | |
std::pair<uint32_t,uint32_t> get_uint32_pair() { | |
uint64_t u = get_raw(); | |
return std::make_pair( | |
static_cast<uint32_t>(u >> 32), | |
static_cast<uint32_t>(u) | |
); | |
} | |
// Uniform [0,n) with 64-bits of precision | |
// If n is a power of two, this only uses not-well-distributed low-bits | |
uint64_t get_uint64(uint64_t n) { | |
return get_uint64() % n; | |
} | |
// Uniform [0,n) exactly | |
// This uses low bits which are not very random | |
uint64_t get_uint64x(uint64_t n) { | |
// Find a mask | |
uint64_t v = n; | |
v--; | |
v |= v >> 1; | |
v |= v >> 2; | |
v |= v >> 4; | |
v |= v >> 8; | |
v |= v >> 16; | |
v |= v >> 32; | |
uint64_t u; | |
do { | |
u = get_uint64() & v; | |
} while( u >= n); | |
return u; | |
} | |
// Uniform [0,n) exactly | |
// This uses high bits, but might not be as fast as get_uint64x | |
uint64_t get_uint64h(uint64_t n) { | |
// Find a shift | |
uint64_t v = n-1; | |
int r = 64; | |
while(v >>= 1) { | |
r--; | |
} | |
uint64_t u; | |
do { | |
u = get_uint64() >> r; | |
} while( u >= n); | |
return u; | |
} | |
#if __FLOAT_WORD_ORDER == __BYTE_ORDER | |
// Uniform [0,1) | |
double get_double53() { | |
union { uint64_t u; double d; } a; | |
a.u = get_raw(); | |
a.u = (a.u >> 12) | UINT64_C(0x3FF0000000000000); | |
double q = (a.u&2048) ? (1.0-(DBL_EPSILON/2.0)) : 1.0; | |
return a.d-q; | |
} | |
// Uniform (0,1) | |
double get_double52() { | |
union { uint64_t u; double d; } a; | |
a.u = get_raw(); | |
a.u = (a.u >> 12) | UINT64_C(0x3FF0000000000000); | |
double q = (1.0-(DBL_EPSILON/2.0)); | |
return a.d-q; | |
} | |
#else | |
double get_double53() { | |
uint64_t u = get_raw(); | |
int64_t n = static_cast<int64_t>(u >> 11); | |
return n/9007199254740992.0; | |
} | |
double get_double52() { | |
uint64_t u = get_raw(); | |
int64_t n = static_cast<int64_t>(u >> 11) | 0x1; | |
return n/9007199254740992.0; | |
} | |
#endif | |
// Uniform [0,max) | |
uint64_t operator()() { | |
return get_uint64(); | |
} | |
// Uniform [0,n) with 64-bits of precision | |
uint64_t operator()(uint64_t n) { | |
return get_uint64(n); | |
} | |
static unsigned int create_random_seed(); | |
private: | |
uint64_t u,w; | |
}; | |
// return a 31-bit seed that is not zero | |
inline unsigned int xorshift64::create_random_seed() { | |
// start with some well mixed bits | |
unsigned int v = 0x6ba658b3; | |
#if __cpluscplus >= 201103L | |
// if properly implemented, this will produce 32 random bits | |
v += std::random_device{}(); | |
#endif | |
// use 5-decimal pid for some randomness after spreading over 32-bits | |
#if defined(_WIN64) || defined(_WIN32) | |
unsigned int p = static_cast<unsigned int>(_getpid()); | |
#else | |
unsigned int p = static_cast<unsigned int>(getpid()); | |
#endif | |
v += p + (p << 15) + (p >> 3); | |
v^=(v<<17); v^=(v>>13); v^=(v<<5); | |
// use current time for more randomness | |
#if __cpluscplus >= 201103L | |
v += static_cast<unsigned int>(std::chrono::high_resolution_clock::now().time_since_epoch().count()); | |
#else | |
v += static_cast<unsigned int>(time(NULL)); | |
#endif | |
v^=(v<<17); v^=(v>>13); v^=(v<<5); | |
// Do four rounds of burn in. | |
v^=(v<<17); v^=(v>>13); v^=(v<<5); | |
v^=(v<<17); v^=(v>>13); v^=(v<<5); | |
v^=(v<<17); v^=(v>>13); v^=(v<<5); | |
v^=(v<<17); v^=(v>>13); v^=(v<<5); | |
// return a 31-bit seed that is not zero | |
v &= 0x7FFFFFFF; | |
return (v == 0) ? 0x6a27d958 : v; | |
} | |
#endif |
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