From 6b6a2d966a0d341fe5abee8b332a9d89f6c95bc4 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Mon, 13 Jan 2014 17:15:24 +0100 Subject: Felix' https://github.com/felleh lexical word alignment features --- training/dtrain/examples/standard/cdec.ini | 3 +- training/dtrain/examples/standard/expected-output | 115 +++++++++++----------- 2 files changed, 60 insertions(+), 58 deletions(-) (limited to 'training/dtrain') diff --git a/training/dtrain/examples/standard/cdec.ini b/training/dtrain/examples/standard/cdec.ini index 6cba9e1e..044ae2f5 100644 --- a/training/dtrain/examples/standard/cdec.ini +++ b/training/dtrain/examples/standard/cdec.ini @@ -21,7 +21,8 @@ feature_function=RuleIdentityFeatures feature_function=RuleSourceBigramFeatures feature_function=RuleTargetBigramFeatures feature_function=RuleShape -feature_function=RuleWordAlignmentFeatures +#feature_function=RuleWordAlignmentFeatures +feature_function=LexicalFeatures 1 1 1 #feature_function=SourceSpanSizeFeatures #feature_function=SourceWordPenalty #feature_function=SpanFeatures diff --git a/training/dtrain/examples/standard/expected-output b/training/dtrain/examples/standard/expected-output index fa831221..2460cfbb 100644 --- a/training/dtrain/examples/standard/expected-output +++ b/training/dtrain/examples/standard/expected-output @@ -4,7 +4,8 @@ Reading ./nc-wmt11.en.srilm.gz ----5---10---15---20---25---30---35---40---45---50---55---60---65---70---75---80---85---90---95--100 **************************************************************************************************** Example feature: Shape_S00000_T00000 -Seeding random number sequence to 4138446869 +T=1 I=1 D=1 +Seeding random number sequence to 2327685089 dtrain Parameters: @@ -36,87 +37,87 @@ Iteration #1 of 3. . 10 Stopping after 10 input sentences. WEIGHTS - Glue = -80.3 - WordPenalty = -51.247 - LanguageModel = +282.46 - LanguageModel_OOV = -85.8 - PhraseModel_0 = -100.06 - PhraseModel_1 = -98.692 - PhraseModel_2 = -9.4958 - PhraseModel_3 = +18.535 - PhraseModel_4 = +62.35 - PhraseModel_5 = +7 - PhraseModel_6 = +31.4 - PassThrough = -126.5 + Glue = +6.9 + WordPenalty = -46.426 + LanguageModel = +535.12 + LanguageModel_OOV = -123.5 + PhraseModel_0 = -160.73 + PhraseModel_1 = -350.13 + PhraseModel_2 = -187.81 + PhraseModel_3 = +172.04 + PhraseModel_4 = +0.90108 + PhraseModel_5 = +21.6 + PhraseModel_6 = +67.2 + PassThrough = -149.7 --- - 1best avg score: 0.25631 (+0.25631) - 1best avg model score: -4843.6 (-4843.6) - avg # pairs: 744.4 + 1best avg score: 0.23327 (+0.23327) + 1best avg model score: -9084.9 (-9084.9) + avg # pairs: 780.7 avg # rank err: 0 (meaningless) avg # margin viol: 0 k-best loss imp: 100% - non0 feature count: 1274 + non0 feature count: 1389 avg list sz: 91.3 - avg f count: 143.72 -(time 0.4 min, 2.4 s/S) + avg f count: 146.2 +(time 0.37 min, 2.2 s/S) Iteration #2 of 3. . 10 WEIGHTS - Glue = -117.4 - WordPenalty = -99.584 - LanguageModel = +395.05 - LanguageModel_OOV = -136.8 - PhraseModel_0 = +40.614 - PhraseModel_1 = -123.29 - PhraseModel_2 = -152 - PhraseModel_3 = -161.13 - PhraseModel_4 = -76.379 - PhraseModel_5 = +39.1 - PhraseModel_6 = +137.7 - PassThrough = -162.1 + Glue = -43 + WordPenalty = -22.019 + LanguageModel = +591.53 + LanguageModel_OOV = -252.1 + PhraseModel_0 = -120.21 + PhraseModel_1 = -43.589 + PhraseModel_2 = +73.53 + PhraseModel_3 = +113.7 + PhraseModel_4 = -223.81 + PhraseModel_5 = +64 + PhraseModel_6 = +54.8 + PassThrough = -331.1 --- - 1best avg score: 0.26751 (+0.011198) - 1best avg model score: -10061 (-5216.9) - avg # pairs: 639.1 + 1best avg score: 0.29568 (+0.062413) + 1best avg model score: -15879 (-6794.1) + avg # pairs: 566.1 avg # rank err: 0 (meaningless) avg # margin viol: 0 k-best loss imp: 100% - non0 feature count: 1845 + non0 feature count: 1931 avg list sz: 91.3 - avg f count: 139.88 -(time 0.35 min, 2.1 s/S) + avg f count: 139.89 +(time 0.33 min, 2 s/S) Iteration #3 of 3. . 10 WEIGHTS - Glue = -101.1 - WordPenalty = -139.97 - LanguageModel = +327.98 - LanguageModel_OOV = -234.7 - PhraseModel_0 = -144.49 - PhraseModel_1 = -263.88 - PhraseModel_2 = -149.25 - PhraseModel_3 = -38.805 - PhraseModel_4 = +50.575 - PhraseModel_5 = -52.4 - PhraseModel_6 = +41.6 - PassThrough = -230.2 + Glue = -44.3 + WordPenalty = -131.85 + LanguageModel = +230.91 + LanguageModel_OOV = -285.4 + PhraseModel_0 = -194.27 + PhraseModel_1 = -294.83 + PhraseModel_2 = -92.043 + PhraseModel_3 = -140.24 + PhraseModel_4 = +85.613 + PhraseModel_5 = +238.1 + PhraseModel_6 = +158.7 + PassThrough = -359.6 --- - 1best avg score: 0.36222 (+0.094717) - 1best avg model score: -17416 (-7355.5) - avg # pairs: 661.2 + 1best avg score: 0.37375 (+0.078067) + 1best avg model score: -14519 (+1359.7) + avg # pairs: 545.4 avg # rank err: 0 (meaningless) avg # margin viol: 0 k-best loss imp: 100% - non0 feature count: 2163 + non0 feature count: 2218 avg list sz: 91.3 - avg f count: 132.53 -(time 0.33 min, 2 s/S) + avg f count: 137.77 +(time 0.35 min, 2.1 s/S) Writing weights file to '-' ... done --- -Best iteration: 3 [SCORE 'fixed_stupid_bleu'=0.36222]. -This took 1.0833 min. +Best iteration: 3 [SCORE 'fixed_stupid_bleu'=0.37375]. +This took 1.05 min. -- cgit v1.2.3 From a1f3f7fb262b6efefb106a7bddaf81d2a3a6df93 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Mon, 13 Jan 2014 18:30:58 +0100 Subject: remove duplicate word alignment features --- decoder/cdec_ff.cc | 1 - decoder/ff_rules.cc | 22 ---------------------- decoder/ff_rules.h | 13 ------------- training/dtrain/examples/standard/cdec.ini | 1 - 4 files changed, 37 deletions(-) (limited to 'training/dtrain') diff --git a/decoder/cdec_ff.cc b/decoder/cdec_ff.cc index 80b42d22..8689a615 100644 --- a/decoder/cdec_ff.cc +++ b/decoder/cdec_ff.cc @@ -47,7 +47,6 @@ void register_feature_functions() { ff_registry.Register("NgramFeatures", new FFFactory()); ff_registry.Register("RuleContextFeatures", new FFFactory()); ff_registry.Register("RuleIdentityFeatures", new FFFactory()); - ff_registry.Register("RuleWordAlignmentFeatures", new FFFactory()); ff_registry.Register("ParseMatchFeatures", new FFFactory); ff_registry.Register("SoftSyntaxFeatures", new FFFactory); ff_registry.Register("SoftSyntaxFeaturesMindist", new FFFactory); diff --git a/decoder/ff_rules.cc b/decoder/ff_rules.cc index 7bccf084..9533caed 100644 --- a/decoder/ff_rules.cc +++ b/decoder/ff_rules.cc @@ -69,28 +69,6 @@ void RuleIdentityFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, features->add_value(it->second, 1); } -RuleWordAlignmentFeatures::RuleWordAlignmentFeatures(const std::string& param) { -} - -void RuleWordAlignmentFeatures::PrepareForInput(const SentenceMetadata& smeta) { -} - -void RuleWordAlignmentFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const { - const TRule& rule = *edge.rule_; - ostringstream os; - vector als = rule.als(); - std::vector::const_iterator xx = als.begin(); - for (; xx != als.end(); ++xx) { - os << "WA:" << TD::Convert(rule.f_[xx->s_]) << ":" << TD::Convert(rule.e_[xx->t_]); - } - features->add_value(FD::Convert(Escape(os.str())), 1); -} - RuleSourceBigramFeatures::RuleSourceBigramFeatures(const std::string& param) { } diff --git a/decoder/ff_rules.h b/decoder/ff_rules.h index 324d7a39..f210dc65 100644 --- a/decoder/ff_rules.h +++ b/decoder/ff_rules.h @@ -24,19 +24,6 @@ class RuleIdentityFeatures : public FeatureFunction { mutable std::map rule2_fid_; }; -class RuleWordAlignmentFeatures : public FeatureFunction { - public: - RuleWordAlignmentFeatures(const std::string& param); - protected: - virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const HG::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const; - virtual void PrepareForInput(const SentenceMetadata& smeta); -}; - class RuleSourceBigramFeatures : public FeatureFunction { public: RuleSourceBigramFeatures(const std::string& param); diff --git a/training/dtrain/examples/standard/cdec.ini b/training/dtrain/examples/standard/cdec.ini index 044ae2f5..3330dd71 100644 --- a/training/dtrain/examples/standard/cdec.ini +++ b/training/dtrain/examples/standard/cdec.ini @@ -21,7 +21,6 @@ feature_function=RuleIdentityFeatures feature_function=RuleSourceBigramFeatures feature_function=RuleTargetBigramFeatures feature_function=RuleShape -#feature_function=RuleWordAlignmentFeatures feature_function=LexicalFeatures 1 1 1 #feature_function=SourceSpanSizeFeatures #feature_function=SourceWordPenalty -- cgit v1.2.3 From d7df7aa6ce149f27267082e367ee790524550540 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Fri, 18 Jul 2014 10:57:56 +0200 Subject: fix --- training/dtrain/dtrain.cc | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) (limited to 'training/dtrain') diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index b01cf421..ccb50af2 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -438,7 +438,7 @@ main(int argc, char** argv) score_t model_diff = it->first.model - it->second.model; score_t loss = max(0.0, -1.0 * model_diff); - if (check && ki == 1) cout << losses[pair_idx] - loss << endl; + if (check && ki==repeat-1) cout << losses[pair_idx] - loss << endl; pair_idx++; if (repeat > 1) { @@ -455,7 +455,7 @@ main(int argc, char** argv) margin = fabs(model_diff); if (!rank_error && margin < loss_margin) margin_violations++; } - if (rank_error && ki==1) rank_errors++; + if (rank_error && ki==0) rank_errors++; if (scale_bleu_diff) eta = it->first.score - it->second.score; if (rank_error || margin < loss_margin) { SparseVector diff_vec = it->first.f - it->second.f; -- cgit v1.2.3 From f5bf8c9da47c72c0059cf8bfd6cbe07360893b92 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 22 Jul 2014 11:24:34 +0200 Subject: fix parallelize.rb --- training/dtrain/parallelize.rb | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) (limited to 'training/dtrain') diff --git a/training/dtrain/parallelize.rb b/training/dtrain/parallelize.rb index 60ca9422..82600009 100755 --- a/training/dtrain/parallelize.rb +++ b/training/dtrain/parallelize.rb @@ -26,7 +26,6 @@ opts = Trollop::options do end usage if not opts[:config]&&opts[:shards]&&opts[:input]&&opts[:references] - dtrain_dir = File.expand_path File.dirname(__FILE__) if not opts[:dtrain_binary] dtrain_bin = "#{dtrain_dir}/dtrain" @@ -56,6 +55,7 @@ refs = opts[:references] use_qsub = opts[:qsub] shards_at_once = opts[:processes_at_once] first_input_weights = opts[:first_input_weights] +opts[:extra_qsub] = "-l #{opts[:extra_qsub]}" if opts[:extra_qsub]!="" `mkdir work` @@ -64,8 +64,9 @@ def make_shards(input, refs, num_shards, epoch, rand) index = (0..lc-1).to_a index.reverse! index.shuffle! if rand - shard_sz = lc / num_shards - leftover = lc % num_shards + shard_sz = (lc / num_shards.to_f).round 0 + leftover = lc - (num_shards*shard_sz) + leftover = 0 if leftover < 0 in_f = File.new input, 'r' in_lines = in_f.readlines refs_f = File.new refs, 'r' @@ -74,7 +75,10 @@ def make_shards(input, refs, num_shards, epoch, rand) shard_refs_files = [] in_fns = [] refs_fns = [] + new_num_shards = 0 0.upto(num_shards-1) { |shard| + break if index.size==0 + new_num_shards += 1 in_fn = "work/shard.#{shard}.#{epoch}.in" shard_in = File.new in_fn, 'w+' in_fns << in_fn @@ -98,7 +102,7 @@ def make_shards(input, refs, num_shards, epoch, rand) (shard_in_files + shard_refs_files).each do |f| f.close end in_f.close refs_f.close - return [in_fns, refs_fns] + return in_fns, refs_fns, new_num_shards end input_files = [] @@ -111,7 +115,7 @@ if predefined_shards end num_shards = input_files.size else - input_files, refs_files = make_shards input, refs, num_shards, 0, rand + input_files, refs_files, num_shards = make_shards input, refs, num_shards, 0, rand end 0.upto(epochs-1) { |epoch| @@ -158,7 +162,7 @@ end `#{cat} work/weights.*.#{epoch} > work/weights_cat` `#{ruby} #{lplp_rb} #{lplp_args} #{num_shards} < work/weights_cat > work/weights.#{epoch}` if rand and reshard and epoch+1!=epochs - input_files, refs_files = make_shards input, refs, num_shards, epoch+1, rand + input_files, refs_files, num_shards = make_shards input, refs, num_shards, epoch+1, rand end } -- cgit v1.2.3 From ddb5935946b04fa85c205abc6140861f6fcf6c41 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 29 Jul 2014 15:02:43 +0200 Subject: fix --- training/dtrain/dtrain.h | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) (limited to 'training/dtrain') diff --git a/training/dtrain/dtrain.h b/training/dtrain/dtrain.h index eb23b813..07bd9b65 100644 --- a/training/dtrain/dtrain.h +++ b/training/dtrain/dtrain.h @@ -116,11 +116,11 @@ inline ostream& _p(ostream& out) { return out << setiosflags(ios::showpos); } inline ostream& _p2(ostream& out) { return out << setprecision(2); } inline ostream& _p5(ostream& out) { return out << setprecision(5); } -inline void printWordIDVec(vector& v) +inline void printWordIDVec(vector& v, ostream& os=cerr) { for (unsigned i = 0; i < v.size(); i++) { - cerr << TD::Convert(v[i]); - if (i < v.size()-1) cerr << " "; + os << TD::Convert(v[i]); + if (i < v.size()-1) os << " "; } } -- cgit v1.2.3 From f33ab2ff3f1cf135ffb80721e1f4d71d124bc8f9 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Sat, 2 Aug 2014 14:34:57 +0200 Subject: finally --- decoder/decoder.cc | 2 +- decoder/scfg_translator.cc | 8 +++++--- training/dtrain/examples/toy/cdec.ini | 1 + training/dtrain/examples/toy/dtrain.ini | 2 +- 4 files changed, 8 insertions(+), 5 deletions(-) (limited to 'training/dtrain') diff --git a/decoder/decoder.cc b/decoder/decoder.cc index 081da8d6..c384c33f 100644 --- a/decoder/decoder.cc +++ b/decoder/decoder.cc @@ -366,7 +366,7 @@ DecoderImpl::DecoderImpl(po::variables_map& conf, int argc, char** argv, istream ("beam_prune3", po::value(), "Optional pass 3") ("add_pass_through_rules,P","Add rules to translate OOV words as themselves") - ("add_extra_pass_through_features,Q", po::value()->default_value(6), "Add PassThrough{1..N} features, capped at N.") + ("add_extra_pass_through_features,Q", po::value()->default_value(0), "Add PassThrough{1..N} features, capped at N.") ("k_best,k",po::value(),"Extract the k best derivations") ("unique_k_best,r", "Unique k-best translation list") ("aligner,a", "Run as a word/phrase aligner (src & ref required)") diff --git a/decoder/scfg_translator.cc b/decoder/scfg_translator.cc index 0c3e4cf7..c3cfcaad 100644 --- a/decoder/scfg_translator.cc +++ b/decoder/scfg_translator.cc @@ -64,19 +64,21 @@ PassThroughGrammar::PassThroughGrammar(const Lattice& input, const string& cat, const int j = alts[k].dist2next + i; const string& src = TD::Convert(alts[k].label); if (ss.count(alts[k].label) == 0) { - TRulePtr pt; if (num_pt_features > 0) { int length = static_cast(log(UTF8StringLen(src)) / log(1.6)) + 1; if (length > num_pt_features) length = num_pt_features; string len_feat = "PassThrough_0=1"; len_feat[12] += length; TRulePtr pt(new TRule("[" + cat + "] ||| " + src + " ||| " + src + " ||| PassThrough=1 " + len_feat)); + pt->a_.push_back(AlignmentPoint(0,0)); + AddRule(pt); + RefineRule(pt, ctf_level); } else { TRulePtr pt(new TRule("[" + cat + "] ||| " + src + " ||| " + src + " ||| PassThrough=1 ")); pt->a_.push_back(AlignmentPoint(0,0)); + AddRule(pt); + RefineRule(pt, ctf_level); } - AddRule(pt); - RefineRule(pt, ctf_level); ss.insert(alts[k].label); } } diff --git a/training/dtrain/examples/toy/cdec.ini b/training/dtrain/examples/toy/cdec.ini index b14f4819..e6c19abe 100644 --- a/training/dtrain/examples/toy/cdec.ini +++ b/training/dtrain/examples/toy/cdec.ini @@ -1,3 +1,4 @@ formalism=scfg add_pass_through_rules=true grammar=grammar.gz +#add_extra_pass_through_features=6 diff --git a/training/dtrain/examples/toy/dtrain.ini b/training/dtrain/examples/toy/dtrain.ini index cd715f26..ef956df7 100644 --- a/training/dtrain/examples/toy/dtrain.ini +++ b/training/dtrain/examples/toy/dtrain.ini @@ -2,7 +2,7 @@ decoder_config=cdec.ini input=src refs=tgt output=- -print_weights=logp shell_rule house_rule small_rule little_rule PassThrough +print_weights=logp shell_rule house_rule small_rule little_rule PassThrough PassThrough_1 PassThrough_2 PassThrough_3 PassThrough_4 PassThrough_5 PassThrough_6 k=4 N=4 epochs=2 -- cgit v1.2.3