File: histogram_parallel_filling.cpp

package info (click to toggle)
boost1.90 1.90.0-1
  • links: PTS, VCS
  • area: main
  • in suites:
  • size: 593,120 kB
  • sloc: cpp: 4,190,908; xml: 196,648; python: 34,618; ansic: 23,145; asm: 5,468; sh: 3,774; makefile: 1,161; perl: 1,020; sql: 728; ruby: 676; yacc: 478; java: 77; lisp: 24; csh: 6
file content (149 lines) | stat: -rw-r--r-- 3,519 bytes parent folder | download | duplicates (9)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
// Copyright 2015-2018 Hans Dembinski
//
// Distributed under the Boost Software License, Version 1.0.
// (See accompanying file LICENSE_1_0.txt
// or copy at http://www.boost.org/LICENSE_1_0.txt)

#include <benchmark/benchmark.h>
#include <boost/histogram/accumulators/count.hpp>
#include <boost/histogram/axis/regular.hpp>
#include <boost/histogram/histogram.hpp>
#include <boost/histogram/make_histogram.hpp>
#include <chrono>
#include <functional>
#include <mutex>
#include <numeric>
#include <random>
#include <thread>
#include <vector>
#include "../test/throw_exception.hpp"

#include <cassert>
struct assert_check {
  assert_check() {
    assert(false); // don't run with asserts enabled
  }
} _;

using namespace boost::histogram;
using namespace std::chrono_literals;

using DS = dense_storage<unsigned>;
using DSTS = dense_storage<accumulators::count<unsigned, true>>;

static void NoThreads(benchmark::State& state) {
  std::default_random_engine gen(1);
  std::uniform_real_distribution<> dis(0, 1);
  const unsigned nbins = state.range(0);
  auto hist = make_histogram_with(DS(), axis::regular<>(nbins, 0, 1));
  for (auto _ : state) {
    // simulate some work
    for (volatile unsigned n = 0; n < state.range(1); ++n)
      ;

    hist(dis(gen));
  }
}

std::mutex init;
static auto hist = make_histogram_with(DSTS(), axis::regular<>());

static void AtomicStorage(benchmark::State& state) {
  init.lock();
  if (state.thread_index() == 0) {
    const unsigned nbins = state.range(0);
    hist = make_histogram_with(DSTS(), axis::regular<>(nbins, 0, 1));
  }
  init.unlock();
  std::default_random_engine gen(state.thread_index());
  std::uniform_real_distribution<> dis(0, 1);
  for (auto _ : state) {
    // simulate some work
    for (volatile unsigned n = 0; n < state.range(1); ++n)
      ;
    hist(dis(gen));
  }
}

BENCHMARK(NoThreads)
    ->UseRealTime()

    ->Args({1 << 4, 0})
    ->Args({1 << 6, 0})
    ->Args({1 << 8, 0})
    ->Args({1 << 10, 0})
    ->Args({1 << 14, 0})
    ->Args({1 << 18, 0})

    ->Args({1 << 4, 5})
    ->Args({1 << 6, 5})
    ->Args({1 << 8, 5})
    ->Args({1 << 10, 5})
    ->Args({1 << 14, 5})
    ->Args({1 << 18, 5})

    ->Args({1 << 4, 10})
    ->Args({1 << 6, 10})
    ->Args({1 << 8, 10})
    ->Args({1 << 10, 10})
    ->Args({1 << 14, 10})
    ->Args({1 << 18, 10})

    ->Args({1 << 4, 50})
    ->Args({1 << 6, 50})
    ->Args({1 << 8, 50})
    ->Args({1 << 10, 50})
    ->Args({1 << 14, 50})
    ->Args({1 << 18, 50})

    ->Args({1 << 4, 100})
    ->Args({1 << 6, 100})
    ->Args({1 << 8, 100})
    ->Args({1 << 10, 100})
    ->Args({1 << 14, 100})
    ->Args({1 << 18, 100})

    ;

BENCHMARK(AtomicStorage)
    ->UseRealTime()
    ->Threads(1)
    ->Threads(2)
    ->Threads(4)

    ->Args({1 << 4, 0})
    ->Args({1 << 6, 0})
    ->Args({1 << 8, 0})
    ->Args({1 << 10, 0})
    ->Args({1 << 14, 0})
    ->Args({1 << 18, 0})

    ->Args({1 << 4, 5})
    ->Args({1 << 6, 5})
    ->Args({1 << 8, 5})
    ->Args({1 << 10, 5})
    ->Args({1 << 14, 5})
    ->Args({1 << 18, 5})

    ->Args({1 << 4, 10})
    ->Args({1 << 6, 10})
    ->Args({1 << 8, 10})
    ->Args({1 << 10, 10})
    ->Args({1 << 14, 10})
    ->Args({1 << 18, 10})

    ->Args({1 << 4, 50})
    ->Args({1 << 6, 50})
    ->Args({1 << 8, 50})
    ->Args({1 << 10, 50})
    ->Args({1 << 14, 50})
    ->Args({1 << 18, 50})

    ->Args({1 << 4, 100})
    ->Args({1 << 6, 100})
    ->Args({1 << 8, 100})
    ->Args({1 << 10, 100})
    ->Args({1 << 14, 100})
    ->Args({1 << 18, 100})

    ;