File size: 6,323 Bytes
cd33cd3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
/*
 * System.cpp
 *
 *  Created on: 23 Oct 2015
 *      Author: hieu
 */
#include <string>
#include <iostream>
#include <boost/foreach.hpp>
#include <boost/thread.hpp>
#include <boost/thread/mutex.hpp>
#include "System.h"
#include "FF/FeatureFunction.h"
#include "TranslationModel/UnknownWordPenalty.h"
#include "legacy/Util2.h"
#include "util/exception.hh"

using namespace std;

namespace Moses2
{
#ifndef WIN32
  thread_local MemPool System::m_managerPool;
  thread_local MemPool System::m_systemPool;
  thread_local Recycler<HypothesisBase*> System::m_hypoRecycler;
#endif // WIN32

System::System(const Parameter &paramsArg) :
  params(paramsArg), featureFunctions(*this)
{
  options.init(paramsArg);
  IsPb();

  bestCollector.reset(new OutputCollector());

  params.SetParameter(cpuAffinityOffset, "cpu-affinity-offset", -1);
  params.SetParameter(cpuAffinityOffsetIncr, "cpu-affinity-increment", 1);

  const PARAM_VEC *section;

  // output collectors
  if (options.nbest.nbest_size && options.nbest.output_file_path != "-") {
    nbestCollector.reset(new OutputCollector(options.nbest.output_file_path));
  }

  if (!options.output.detailed_transrep_filepath.empty()) {
    detailedTranslationCollector.reset(new OutputCollector(options.output.detailed_transrep_filepath));
  }

  featureFunctions.Create();
  LoadWeights();

  if (params.GetParam("show-weights")) {
    cerr << "Showing weights then exit" << endl;
    featureFunctions.ShowWeights(weights);
    //return;
  }

  cerr << "START featureFunctions.Load()" << endl;
  featureFunctions.Load();
  cerr << "START LoadMappings()" << endl;
  LoadMappings();
  cerr << "END LoadMappings()" << endl;
  LoadDecodeGraphBackoff();
  cerr << "END LoadDecodeGraphBackoff()" << endl;

  UTIL_THROW_IF2(options.input.xml_policy == XmlConstraint, "XmlConstraint not supported");

  // max spans for scfg decoding
  if (!isPb) {
    section = params.GetParam("max-chart-span");
    if (section && section->size()) {
      maxChartSpans = Scan<size_t>(*section);
      maxChartSpans.resize(mappings.size(), DEFAULT_MAX_CHART_SPAN);

      /*
      cerr << "maxChartSpans=" << maxChartSpans.size();
      for (size_t i = 0; i < maxChartSpans.size(); ++i) {
          cerr << " " << mappings[i]->GetName() << "=" << maxChartSpans[i];
      }
      cerr << endl;
      */
    }
  }

}

System::~System()
{
}

void System::LoadWeights()
{
  weights.Init(featureFunctions);

  //cerr << "Weights:" << endl;
  typedef std::map<std::string, std::vector<float> > WeightMap;
  const WeightMap &allWeights = params.GetAllWeights();

  // check all weights are there for all FF
  const std::vector<FeatureFunction*> &ffs = featureFunctions.GetFeatureFunctions();
  BOOST_FOREACH(const FeatureFunction *ff, ffs) {
    if (ff->IsTuneable()) {
      const std::string &ffName = ff->GetName();
      WeightMap::const_iterator iterWeight = allWeights.find(ffName);
      UTIL_THROW_IF2(iterWeight == allWeights.end(), "Must specify weight for " << ffName);
    }
  }


  // set weight
  BOOST_FOREACH(const WeightMap::value_type &valPair, allWeights) {
    const string &ffName = valPair.first;
    const std::vector<float> &ffWeights = valPair.second;
    /*
    cerr << ffName << "=";
    for (size_t i = 0; i < ffWeights.size(); ++i) {
      cerr << ffWeights[i] << " ";
    }
    cerr << endl;
    */
    weights.SetWeights(featureFunctions, ffName, ffWeights);
  }
}

void System::LoadMappings()
{
  const PARAM_VEC *vec = params.GetParam("mapping");
  UTIL_THROW_IF2(vec == NULL, "Must have [mapping] section");

  BOOST_FOREACH(const std::string &line, *vec) {
    vector<string> toks = Tokenize(line);
    assert( (toks.size() == 2 && toks[0] == "T") || (toks.size() == 3 && toks[1] == "T") );

    size_t ptInd;
    if (toks.size() == 2) {
      ptInd = Scan<size_t>(toks[1]);
    } else {
      ptInd = Scan<size_t>(toks[2]);
    }
    const PhraseTable *pt = featureFunctions.GetPhraseTableExcludeUnknownWordPenalty(ptInd);
    mappings.push_back(pt);
  }

// unk pt
  const UnknownWordPenalty *unkWP = featureFunctions.GetUnknownWordPenalty();
  if (unkWP) {
    mappings.push_back(unkWP);
  }
}

void System::LoadDecodeGraphBackoff()
{
  const PARAM_VEC *vec = params.GetParam("decoding-graph-backoff");

  for (size_t i = 0; i < mappings.size(); ++i) {
    PhraseTable *pt = const_cast<PhraseTable*>(mappings[i]);

    if (vec && vec->size() < i) {
      pt->decodeGraphBackoff = Scan<int>((*vec)[i]);
    } else if (pt == featureFunctions.GetUnknownWordPenalty()) {
      pt->decodeGraphBackoff = 1;
    } else {
      pt->decodeGraphBackoff = 0;
    }
  }
}

void System::IsPb()
{
  switch (options.search.algo) {
  case Normal:
  case NormalBatch:
  case CubePruning:
  case CubePruningPerMiniStack:
  case CubePruningPerBitmap:
  case CubePruningCardinalStack:
  case CubePruningBitmapStack:
  case CubePruningMiniStack:
    isPb = true;
    break;
  case CYKPlus:
    isPb = false;
    break;
  default:
    throw std::runtime_error("Unknown search algorithm " + options.search.algo);
    break;
  }
}

FactorCollection& System::GetVocab() const
{
  return m_vocab;
}

//////////////////////////////////////////////////////
// thread local stuff
Batch& System::GetBatch(MemPool& pool) const
{
  Batch* obj;
  obj = m_batch.get();
  if (obj == NULL) {
    obj = new Batch(pool);
    m_batch.reset(obj);
  }
  assert(obj);
  return *obj;
}

#ifdef WIN32
template<class C>
C& GetThreadSpecificObj(boost::thread_specific_ptr<C> &threadSpecificPtr)
{
  C* obj;
  obj = threadSpecificPtr.get();
  if (obj == NULL) {
    obj = new C();
    threadSpecificPtr.reset(obj);
  }
  assert(obj);
  return *obj;
}

MemPool& System::GetManagerPool() const
{
  MemPool &obj = GetThreadSpecificObj<MemPool>(m_managerPool);
  return obj;
}

MemPool& System::GetSystemPool() const
{
  MemPool& obj = GetThreadSpecificObj<MemPool>(m_systemPool);
  return obj;
}

Recycler<HypothesisBase*>& System::GetHypoRecycler() const
{
  Recycler<HypothesisBase*>& obj = GetThreadSpecificObj<Recycler<HypothesisBase*> >(m_hypoRecycler);
  return obj;
}

#else
MemPool& System::GetManagerPool() const
{
  return m_managerPool;
}

MemPool& System::GetSystemPool() const
{
  return m_systemPool;
}

Recycler<HypothesisBase*>& System::GetHypoRecycler() const
{
  return m_hypoRecycler;
}

#endif


}