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
|
#ifndef LM_PARTIAL_H
#define LM_PARTIAL_H
#include "lm/return.hh"
#include "lm/state.hh"
#include <algorithm>
#include <assert.h>
namespace lm {
namespace ngram {
struct ExtendReturn {
float adjust;
bool make_full;
unsigned char next_use;
};
template <class Model> ExtendReturn ExtendLoop(
const Model &model,
unsigned char seen, const WordIndex *add_rbegin, const WordIndex *add_rend, const float *backoff_start,
const uint64_t *pointers, const uint64_t *pointers_end,
uint64_t *&pointers_write,
float *backoff_write) {
unsigned char add_length = add_rend - add_rbegin;
float backoff_buf[2][KENLM_MAX_ORDER - 1];
float *backoff_in = backoff_buf[0], *backoff_out = backoff_buf[1];
std::copy(backoff_start, backoff_start + add_length, backoff_in);
ExtendReturn value;
value.make_full = false;
value.adjust = 0.0;
value.next_use = add_length;
unsigned char i = 0;
unsigned char length = pointers_end - pointers;
// pointers_write is NULL means that the existing left state is full, so we should use completed probabilities.
if (pointers_write) {
// Using full context, writing to new left state.
for (; i < length; ++i) {
FullScoreReturn ret(model.ExtendLeft(
add_rbegin, add_rbegin + value.next_use,
backoff_in,
pointers[i], i + seen + 1,
backoff_out,
value.next_use));
std::swap(backoff_in, backoff_out);
if (ret.independent_left) {
value.adjust += ret.prob;
value.make_full = true;
++i;
break;
}
value.adjust += ret.rest;
*pointers_write++ = ret.extend_left;
if (value.next_use != add_length) {
value.make_full = true;
++i;
break;
}
}
}
// Using some of the new context.
for (; i < length && value.next_use; ++i) {
FullScoreReturn ret(model.ExtendLeft(
add_rbegin, add_rbegin + value.next_use,
backoff_in,
pointers[i], i + seen + 1,
backoff_out,
value.next_use));
std::swap(backoff_in, backoff_out);
value.adjust += ret.prob;
}
float unrest = model.UnRest(pointers + i, pointers_end, i + seen + 1);
// Using none of the new context.
value.adjust += unrest;
std::copy(backoff_in, backoff_in + value.next_use, backoff_write);
return value;
}
template <class Model> float RevealBefore(const Model &model, const Right &reveal, const unsigned char seen, bool reveal_full, Left &left, Right &right) {
assert(seen < reveal.length || reveal_full);
uint64_t *pointers_write = reveal_full ? NULL : left.pointers;
float backoff_buffer[KENLM_MAX_ORDER - 1];
ExtendReturn value(ExtendLoop(
model,
seen, reveal.words + seen, reveal.words + reveal.length, reveal.backoff + seen,
left.pointers, left.pointers + left.length,
pointers_write,
left.full ? backoff_buffer : (right.backoff + right.length)));
if (reveal_full) {
left.length = 0;
value.make_full = true;
} else {
left.length = pointers_write - left.pointers;
value.make_full |= (left.length == model.Order() - 1);
}
if (left.full) {
for (unsigned char i = 0; i < value.next_use; ++i) value.adjust += backoff_buffer[i];
} else {
// If left wasn't full when it came in, put words into right state.
std::copy(reveal.words + seen, reveal.words + seen + value.next_use, right.words + right.length);
right.length += value.next_use;
left.full = value.make_full || (right.length == model.Order() - 1);
}
return value.adjust;
}
template <class Model> float RevealAfter(const Model &model, Left &left, Right &right, const Left &reveal, unsigned char seen) {
assert(seen < reveal.length || reveal.full);
uint64_t *pointers_write = left.full ? NULL : (left.pointers + left.length);
ExtendReturn value(ExtendLoop(
model,
seen, right.words, right.words + right.length, right.backoff,
reveal.pointers + seen, reveal.pointers + reveal.length,
pointers_write,
right.backoff));
if (reveal.full) {
for (unsigned char i = 0; i < value.next_use; ++i) value.adjust += right.backoff[i];
right.length = 0;
value.make_full = true;
} else {
right.length = value.next_use;
value.make_full |= (right.length == model.Order() - 1);
}
if (!left.full) {
left.length = pointers_write - left.pointers;
left.full = value.make_full || (left.length == model.Order() - 1);
}
return value.adjust;
}
template <class Model> float Subsume(const Model &model, Left &first_left, const Right &first_right, const Left &second_left, Right &second_right, const unsigned int between_length) {
assert(first_right.length < KENLM_MAX_ORDER);
assert(second_left.length < KENLM_MAX_ORDER);
assert(between_length < KENLM_MAX_ORDER - 1);
uint64_t *pointers_write = first_left.full ? NULL : (first_left.pointers + first_left.length);
float backoff_buffer[KENLM_MAX_ORDER - 1];
ExtendReturn value(ExtendLoop(
model,
between_length, first_right.words, first_right.words + first_right.length, first_right.backoff,
second_left.pointers, second_left.pointers + second_left.length,
pointers_write,
second_left.full ? backoff_buffer : (second_right.backoff + second_right.length)));
if (second_left.full) {
for (unsigned char i = 0; i < value.next_use; ++i) value.adjust += backoff_buffer[i];
} else {
std::copy(first_right.words, first_right.words + value.next_use, second_right.words + second_right.length);
second_right.length += value.next_use;
value.make_full |= (second_right.length == model.Order() - 1);
}
if (!first_left.full) {
first_left.length = pointers_write - first_left.pointers;
first_left.full = value.make_full || second_left.full || (first_left.length == model.Order() - 1);
}
assert(first_left.length < KENLM_MAX_ORDER);
assert(second_right.length < KENLM_MAX_ORDER);
return value.adjust;
}
} // namespace ngram
} // namespace lm
#endif // LM_PARTIAL_H
|