From 6e521b7f6bea8fad4d27fca978c8e0ca6ae75059 Mon Sep 17 00:00:00 2001
From: Chris Dyer <cdyer@cs.cmu.edu>
Date: Thu, 10 Mar 2011 14:01:39 -0500
Subject: configuration for starcluster clusters

---
 environment/LocalConfig.pm | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/environment/LocalConfig.pm b/environment/LocalConfig.pm
index 10933f36..7ea1b416 100644
--- a/environment/LocalConfig.pm
+++ b/environment/LocalConfig.pm
@@ -12,6 +12,10 @@ my $host = domainname;
 
 # keys are: HOST_REGEXP, MERTMem, QSubQueue, QSubMemFlag, QSubExtraFlags
 my $CCONFIG = {
+  'StarCluster' => {
+    'HOST_REGEXP' => qr/compute-\d+\.internal$/,
+    'QSubMemFlag' => '-l mem',
+  },
   'LTICluster' => {
     'HOST_REGEXP' => qr/^cluster\d+\.lti\.cs\.cmu\.edu$/,
     'QSubMemFlag' => '-l h_vmem=',
@@ -37,8 +41,8 @@ my $CCONFIG = {
     'QSubMemFlag' => '-l pmem=',
   },
   'LOCAL' => {
-    'HOST_REGEXP' => qr/local\.net$/,
-    'QSubMemFlag' => '',
+    'HOST_REGEXP' => qr/local\./,
+    'QSubMemFlag' => ' ',
   },
 };
 
-- 
cgit v1.2.3

-- 
cgit v1.2.3


From e983428cb387c780db8b7a9e93b131ebf7730b1f Mon Sep 17 00:00:00 2001
From: Kenneth Heafield <kheafiel@cluster10.lti.ece.cmu.local>
Date: Thu, 10 Mar 2011 16:11:31 -0500
Subject: updated test arpa file

---
 klm/lm/test.arpa | 24 ++++++++++++++++++------
 1 file changed, 18 insertions(+), 6 deletions(-)

diff --git a/klm/lm/test.arpa b/klm/lm/test.arpa
index 9d674e83..ef214eae 100644
--- a/klm/lm/test.arpa
+++ b/klm/lm/test.arpa
@@ -1,17 +1,17 @@
 
 \data\
-ngram 1=34
-ngram 2=43
-ngram 3=8
-ngram 4=5
-ngram 5=3
+ngram 1=37
+ngram 2=47
+ngram 3=11
+ngram 4=6
+ngram 5=4
 
 \1-grams:
 -1.383514	,	-0.30103
 -1.139057	.	-0.845098
 -1.029493	</s>
 -99	<s>	-0.4149733
--1.995635	<unk>
+-1.995635	<unk>	-20
 -1.285941	a	-0.69897
 -1.687872	also	-0.30103
 -1.687872	beyond	-0.30103
@@ -41,6 +41,9 @@ ngram 5=3
 -1.687872	watching	-0.30103
 -1.687872	what	-0.30103
 -1.687872	would	-0.30103
+-3.141592	foo
+-2.718281	bar	3.0
+-6.535897	baz	-0.0
 
 \2-grams:
 -0.6925742	, .
@@ -86,6 +89,10 @@ ngram 5=3
 -0.2922095	watching considering
 -0.2922095	what i
 -0.2922095	would also
+-2	also would	-6
+-15	<unk> <unk>	-2
+-4	<unk> however	-1
+-6	foo bar
 
 \3-grams:
 -0.01916512	more . </s>
@@ -96,6 +103,9 @@ ngram 5=3
 -0.3488368	<s> looking on	-0.4771212
 -0.1892331	little more loin
 -0.04835128	looking on a	-0.4771212
+-3	also would consider	-7
+-6	<unk> however <unk>	-12
+-7	to look good
 
 \4-grams:
 -0.009249173	looking on a little	-0.4771212
@@ -103,10 +113,12 @@ ngram 5=3
 -0.005464747	screening a little more
 -0.1453306	a little more loin
 -0.01552657	<s> looking on a	-0.4771212
+-4	also would consider higher	-8
 
 \5-grams:
 -0.003061223	<s> looking on a little
 -0.001813953	looking on a little more
 -0.0432557	on a little more loin
+-5	also would consider higher looking
 
 \end\
-- 
cgit v1.2.3


From ed57350a331cad066f746790b2e7ab2ebfc09632 Mon Sep 17 00:00:00 2001
From: Chris Dyer <cdyer@cs.cmu.edu>
Date: Thu, 10 Mar 2011 20:02:07 -0500
Subject: experimental nonlinear feature

---
 training/augment_grammar.cc | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/training/augment_grammar.cc b/training/augment_grammar.cc
index 19120d00..9ad03b6c 100644
--- a/training/augment_grammar.cc
+++ b/training/augment_grammar.cc
@@ -36,6 +36,7 @@ bool InitCommandLine(int argc, char** argv, po::variables_map* conf) {
         ("source_lm,l",po::value<string>(),"Source language LM (KLM)")
         ("collapse_weights,w",po::value<string>(), "Collapse weights into a single feature X using the coefficients from this weights file")
         ("add_shape_types,s", "Add rule shape types")
+        ("extra_lex_feature,x", "Experimental nonlinear lexical weighting feature")
         ("replace_files,r", "Replace files with transformed variants (requires loading full grammar into memory)")
         ("grammar,g", po::value<vector<string> >(), "Input (also output) grammar file(s)");
   po::options_description clo("Command line options");
@@ -85,6 +86,7 @@ template <class Model> float Score(const vector<WordID>& str, const Model &model
   return total;
 }
 
+bool extra_feature;
 int kSrcLM;
 vector<double> col_weights;
 bool gather_rules;
@@ -94,9 +96,15 @@ static void RuleHelper(const TRulePtr& new_rule, const unsigned int ctf_level, c
   static const int kSrcLM = FD::Convert("SrcLM");
   static const int kPC = FD::Convert("PC");
   static const int kX = FD::Convert("X");
+  static const int kPhraseModel2 = FD::Convert("PhraseModel_1");
+  static const int kNewLex = FD::Convert("NewLex");
   TRulePtr r; r.reset(new TRule(*new_rule));
   if (ngram) r->scores_.set_value(kSrcLM, Score(r->f_, *ngram));
   r->scores_.set_value(kPC, 1.0);
+  if (extra_feature) {
+    float v = r->scores_.value(kPhraseModel2);
+    r->scores_.set_value(kNewLex, v*(v+1));
+  }
   if (col_weights.size()) {
     double score = r->scores_.dot(col_weights);
     r->scores_.clear();
@@ -122,6 +130,7 @@ int main(int argc, char** argv) {
     cerr << "Loaded " << (int)ngram->Order() << "-gram KenLM (MapSize=" << word_map.size() << ")\n";
     cerr << "  <s> = " << kSOS << endl;
   } else { ngram = NULL; }
+  extra_feature = conf.count("extra_lex_feature") > 0;
   if (conf.count("collapse_weights")) {
     Weights w;
     w.InitFromFile(conf["collapse_weights"].as<string>());
-- 
cgit v1.2.3