3 files changed, 24 insertions, 22 deletions
diff --git a/dtrain/test/example/cdec.ini b/dtrain/test/example/cdec.ini
index 51edab09..14c1199b 100644
--- a/dtrain/test/example/cdec.ini
+++ b/dtrain/test/example/cdec.ini
@@ -5,8 +5,8 @@ intersection_strategy=cube_pruning
 cubepruning_pop_limit=30
 feature_function=WordPenalty
 feature_function=KLanguageModel test/example/nc-wmt11.en.srilm.gz
-
 feature_function=RuleIdentityFeatures
+# these also work with scfg translator
 #feature_function=SpanFeatures
 #feature_function=SourceWordPenalty
 #feature_function=SourceSpanSizeFeatures
diff --git a/dtrain/test/example/dtrain.ini b/dtrain/test/example/dtrain.ini
index 09b493ad..9b9f45e7 100644
--- a/dtrain/test/example/dtrain.ini
+++ b/dtrain/test/example/dtrain.ini
@@ -1,20 +1,20 @@
-decoder_config=test/example/cdec.ini
-k=1500
-N=3
-learning_rate=0.0005
-gamma=0
-epochs=2
-input=test/example/nc-wmt11.1k.gz
-output=-
+input=test/example/nc-wmt11.1k.gz    # use '-' for stdin
+output=-                             # a weights file
+decoder_config=test/example/cdec.ini # a ini for cdec
+# these will be printed on each iteration
+print_weights=Glue WordPenalty LanguageModel LanguageModel_OOV PhraseModel_0 PhraseModel_1 PhraseModel_2 PhraseModel_3 PhraseModel_4 PhraseModel_5 PhraseModel_6 PassThrough
+tmp=/tmp
+#stop_after=10
+
+# interesting stuff
+epochs=10
+k=100
+N=4
+learning_rate=0.0001
+gamma=0.00001
 scorer=stupid_bleu
 sample_from=kbest
-#filter=unique
-pair_sampling=PRO
-select_weights=last
-print_weights=Glue WordPenalty LanguageModel LanguageModel_OOV PhraseModel_0 PhraseModel_1 PhraseModel_2 PhraseModel_3 PhraseModel_4 PassThrough
-tmp=/tmp
-stop_after=100
-#keep_w=
-#update_ok=
-#l1_reg=clip
-#l1_reg_strength=0.0001
+filter=uniq
+pair_sampling=108010
+pair_threshold=0
+select_weights=VOID
diff --git a/dtrain/test/toy/dtrain.ini b/dtrain/test/toy/dtrain.ini
index 105c07df..3548bbb6 100644
--- a/dtrain/test/toy/dtrain.ini
+++ b/dtrain/test/toy/dtrain.ini
@@ -1,9 +1,11 @@
 decoder_config=test/toy/cdec.ini
+input=test/toy/in
+output=-
+print_weights=logp use_shell use_house PassThrough
+
 k=4
 N=3
 epochs=2
-input=test/toy/in
-output=-
 scorer=stupid_bleu
 sample_from=kbest
-print_weights=logp use_shell use_house PassThrough
+filter=uniq