rand/pcg: add pcg_xsh_rr generator

This commit is contained in:
Danny Robson 2019-02-21 20:53:58 +11:00
parent 6142f7fb1d
commit 35916e2854
4 changed files with 104 additions and 0 deletions

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@ -395,6 +395,8 @@ list (
rand/xorshift.hpp
rand/mwc64x.cpp
rand/mwc64x.hpp
rand/pcg.cpp
rand/pcg.hpp
random.cpp
random.hpp
range.cpp

12
rand/pcg.cpp Normal file
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@ -0,0 +1,12 @@
/*
* This Source Code Form is subject to the terms of the Mozilla Public
* License, v. 2.0. If a copy of the MPL was not distributed with this
* file, You can obtain one at http://mozilla.org/MPL/2.0/.
*
* Copyright 2019 Danny Robson <danny@nerdcruft.net>
*/
#include "pcg.hpp"
template class cruft::rand::pcg_xsh_rr<u64,u32>;

86
rand/pcg.hpp Normal file
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@ -0,0 +1,86 @@
/*
* This Source Code Form is subject to the terms of the Mozilla Public
* License, v. 2.0. If a copy of the MPL was not distributed with this
* file, You can obtain one at http://mozilla.org/MPL/2.0/.
*
* Copyright 2019 Danny Robson <danny@nerdcruft.net>
*/
#pragma once
#include "../bitwise.hpp"
#include "../std.hpp"
#include <limits>
#include <random>
// Implementations of algorithms from the paper: "PCG: A Family of Simple
// Fast Space-Efficient Statistically Good Algorithms for Random Number
// Generation"
namespace cruft::rand {
// Implements the PCG-XSH-RR algorithm; xorshift-high, random rotation.
template <
typename StateT = u64,
typename OutputT = u32
>
class pcg_xsh_rr {
public:
using result_type = OutputT;
explicit pcg_xsh_rr (std::seed_seq seed)
: state (increment)
{
// Overlap a series of unsigned words with state words. We might
// over-provision but that shouldn't be an issue with the sizes we
// support.
union {
unsigned u[sizeof (StateT) / sizeof (unsigned) + 1];
StateT s;
} words;
seed.generate (std::begin (words.u), std::end (words.u));
state += words.s;
}
explicit pcg_xsh_rr (StateT seed) noexcept
: state (increment + seed)
{ (*this)(); }
static constexpr auto ShiftV = 5u;
static constexpr auto state_bits = sizeof (StateT ) * 8u;
static constexpr auto state_shift = sizeof (StateT ) * 8u - ShiftV;
static constexpr auto output_shift = sizeof (OutputT) * 8u - ShiftV;
static constexpr auto xshift = (state_bits - output_shift) / 2u;
result_type operator() (void) noexcept
{
StateT x = state;
StateT const rrotate = x >> state_shift;
state = x * multiplier + increment;
x ^= x >> xshift;
// Be very careful to cast to result_type before doing the
// rotation otherwise we'll rotate the zeroed upper bits into the
// returned value.
return rotater (result_type (x >> output_shift), rrotate);
}
static constexpr auto max () noexcept { return std::numeric_limits<result_type>::max (); }
static constexpr auto min () noexcept { return std::numeric_limits<result_type>::min (); }
private:
// Initialiser from the PCG example code.
StateT state = 0x4d595df4d0f33173;
// Using multiplier and increment from the PCG paper, which appear to
// also correspond to constants chosen by Knuth.
static constexpr StateT const multiplier = 6364136223846793005u;
static constexpr StateT const increment = 1442695040888963407u;
};
}

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@ -1,6 +1,7 @@
#include "rand/xorshift.hpp"
#include "rand/lcg.hpp"
#include "rand/mwc64x.hpp"
#include "rand/pcg.hpp"
#include "tap.hpp"
#include "maths.hpp"
@ -20,6 +21,8 @@ template <> std::string type_to_string<cruft::rand::lcg_t> (void) { return "lcg_
template <> std::string type_to_string<cruft::rand::mwc64x> (void) { return "mwc64x"; }
template <> std::string type_to_string<cruft::rand::pcg_xsh_rr<u64,u32>> (void) { return "pcg_xsh_rr<64,32>"; }
///////////////////////////////////////////////////////////////////////////////
/// check random outputs are roughly divisible between a number of fixed width
@ -62,6 +65,7 @@ main (int,char**)
test_buckets<cruft::rand::xorshift<uint64_t>> (tap, 0x1234u);
test_buckets<cruft::rand::lcg_t> (tap, 0x1234u);
test_buckets<cruft::rand::mwc64x> (tap, 0x1234u);
test_buckets<cruft::rand::pcg_xsh_rr<>> (tap, 0x1234u);
return tap.status ();
}