Welcome to mirror list, hosted at ThFree Co, Russian Federation.

utils.h - github.com/marian-nmt/intgemm/intgemm.git - Unnamed repository; edit this file 'description' to name the repository.
summaryrefslogtreecommitdiff
blob: 7fa2f6ec424e96f0416c7daa1eeacd2e88e3bc9a (plain)
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
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
#pragma once

#include <tuple>

namespace intgemm {

/*
 * Sequence of unsigned integers
 *
 * Examples:
 *   sequence<1, 2, 3>()
 *   sequence_pushback<4, sequence<1, 2, 3>>() = sequence<1, 2, 3, 4>()
 *   sequence_popfront<sequence<1, 2, 3>>() = sequence<2, 3>()
 *   make_sequence<3>() = sequence<0, 1, 2>()
 */
template <unsigned... Indices>
struct sequence { using type = sequence; };

template <unsigned I, typename Sequence>
struct sequence_pushback;

template <unsigned I, unsigned... Indices>
struct sequence_pushback<I, sequence<Indices...>> : sequence<Indices..., I> {};

template <typename Sequence>
struct sequence_popfront;

template <unsigned FirstIndex, unsigned... RestIndices>
struct sequence_popfront<sequence<FirstIndex, RestIndices...>> : sequence<RestIndices...> {};

namespace { // anonymous namespace
template <unsigned N>
struct make_sequence_impl : sequence_pushback<N - 1, typename make_sequence_impl<N - 1>::type> {};
template <>
struct make_sequence_impl<0> : sequence<> {};
} // anonymous namespace

template <unsigned N>
using make_sequence = typename make_sequence_impl<N>::type;

/*
 * Make a subtuple
 */
template <typename Tuple, unsigned... Indices>
using subtuple_t = typename std::tuple<typename std::tuple_element<Indices, Tuple>::type...>;

template <typename Tuple, unsigned... Indices>
constexpr subtuple_t<Tuple, Indices...> make_subtuple(const Tuple& tuple, sequence<Indices...>) {
  return std::make_tuple(std::get<Indices>(tuple)...);
}

/*
 * Factorial
 */
constexpr unsigned long long factorial(unsigned n) {
  return n <= 1 ? 1 : n * factorial(n - 1);
}

/*
 * e^n, where n is integer
 */
namespace { // anonymous namespace
constexpr double expi_nonnegative(unsigned n) {
  return n == 0 ? 1.0 : (n == 1 ? 2.718281828459045 : expi_nonnegative(n / 2) * expi_nonnegative((n + 1) / 2));
}
} // anonymous namespace

constexpr double expi(int n) {
  return (n >= 0 ? expi_nonnegative(n) : 1.0 / expi_nonnegative(-n));
}

/*
 * Multi-dimmension static loop iterator over range [0, 0, ...] - [Ns...] (exclusive)
 * starting from IterationNumber-th iteration. Keep in mind that iterations are counted
 * from 0.
 * 
 * For example, StaticLoopIterator<3, 5, 2> creates iterator:
 *   [1, 1] -> [2, 0] -> ... -> [4, 0] -> [4, 1]
 * because first 3 steps i.e.:
 *   [0, 0] -> [0, 1] -> [1, 0]
 * are skipped.
 * 
 * To extract I-th component of the iterator, use get<I>() function.
 */
template <Index IterationNumber, Index... Ns>
struct StaticLoopIterator {
private:
  template <Index N, Index FirstDimmension, Index... RestDimmensions>
  struct get_dimmension_s {
    static constexpr Index value = get_dimmension_s<N - 1, RestDimmensions...>::value;
  };

  template <Index FirstDimmension, Index... RestDimmensions>
  struct get_dimmension_s<0, FirstDimmension, RestDimmensions...> {
    static constexpr Index value = FirstDimmension;
  };

  template <Index N, Index FirstDimmension, Index... RestDimmensions>
  struct multiply_first_n_dimmensions_s {
    static constexpr Index value = FirstDimmension * multiply_first_n_dimmensions_s<N - 1, RestDimmensions...>::value;
  };

  template <Index FirstDimmension, Index... RestDimmensions>
  struct multiply_first_n_dimmensions_s<1, FirstDimmension, RestDimmensions...> {
    static constexpr Index value = FirstDimmension;
  };

  template <Index N>
  struct multiply_first_n_dimmensions : multiply_first_n_dimmensions_s<N, Ns...> {};

public:
  /*
   * Total number of iteration in the given dimmensions.
   */
  static constexpr Index total_iterations = multiply_first_n_dimmensions<sizeof...(Ns)>::value;

  /*
   * Current iteration number
   */
  static constexpr Index iteration_number = IterationNumber;

  /*
   * Get I-th dimmension of the iterator.
   */
  template <Index Ith = 0>
  static constexpr inline Index N() {
    return get_dimmension_s<Ith, Ns...>::value;
  }

  /*
   * Return I-th component of the iterator.
   */
  template <Index Ith = 0>
  static constexpr inline Index I() {
    return (iteration_number * multiply_first_n_dimmensions<Ith + 1>::value / total_iterations) % N<Ith>();
  }

  /*
   * Next iterator
   */
  using next = StaticLoopIterator<iteration_number + 1, Ns...>;

  /*
   * Last iterator
   */
  using last = StaticLoopIterator<total_iterations - 1, Ns...>;
};

/*
 * Create multi-dimmension static loop iterator over range [0, 0, ...] - [Ns...] (exclusive)
 * 
 * For example, MakeStaticLoopIterator<5, 2> creates iterator:
 *   [0, 0] -> [0, 1] -> [1, 0] -> [1, 1] -> [2, 0] -> ... -> [4, 0] -> [4, 1]
 */
template <Index... Ns>
using MakeStaticLoopIterator = StaticLoopIterator<0, Ns...>;

/*
 * Static loop over range defined by the give static loop iterator.
 *
 * To use it, you need to create a body structure containing static inline procedure
 * 'body' with template parameter Iterator. If you need you can also
 * add extra template parameters.
 *
 * Example:
 *   struct Test {
 *     template <typename Iterator, typename Number>
 *     static inline void body(const char* text, Number number) {
 *       std::cout << "[" << Iterator::template I<0>() << ", " << Iterator::template I<1>() << "] " << text << " " << number << std::endl;
 *     }
 *   };
 *
 * To run static loop, you just need to call StaticLoop<Body, Iterator>. It takes
 * the same parameters as body procedure inside Body structure.
 * 
 * Example:
 *   StaticLoop<Test, MakeStaticLoopIterator<5, 2>>("Test", 1);
 *
 * Output of the example:
 *
 * [0, 0] Test 1
 * [0, 1] Test 1
 * [1, 0] Test 1
 * [1, 1] Test 1
 * [2, 0] Test 1
 * [2, 1] Test 1
 * [3, 0] Test 1
 * [3, 1] Test 1
 * [4, 0] Test 1
 * [4, 1] Test 1
 *
 */
template <typename Body, typename StaticLoopIterator, typename std::enable_if<std::is_same<StaticLoopIterator, typename StaticLoopIterator::last>::value>::type* = nullptr, typename... Args>
__attribute__((always_inline)) static inline void StaticLoop(Args&&... args) {
  Body::template body<StaticLoopIterator>(std::forward<Args>(args)...);
}

template <typename Body, typename StaticLoopIterator, typename std::enable_if<!std::is_same<StaticLoopIterator, typename StaticLoopIterator::last>::value>::type* = nullptr, typename... Args>
__attribute__((always_inline)) static inline void StaticLoop(Args&&... args) {
  Body::template body<StaticLoopIterator>(std::forward<Args>(args)...);
  StaticLoop<Body, typename StaticLoopIterator::next>(std::forward<Args>(args)...);
}

}