updated parser machine

UD_any/templates/parser/machine.rm

@@ -4,19 +4,14 @@ Classifier : parser
   Transitions : {parser,data/parser_eager_rel_strict.ts}
   LossMultiplier : {}
   Network type : Modular
-  Context : Buffer{-3 -2 -1 0 1 2} Stack{} Columns{FORM} LSTM{1 1 0 1} In{64} Out{64}
-  Context : Buffer{-3 -2 -1 0 1 2} Stack{1 0} Columns{UPOS} LSTM{1 1 0 1} In{64} Out{64}
-  Focused : Column{ID} NbElem{1} Buffer{-1 0 1 2} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64}
-  Focused : Column{FORM} NbElem{13} Buffer{-1 0 1 2} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64}
-  Focused : Column{FEATS} NbElem{13} Buffer{-1 0} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64}
-  Focused : Column{EOS} NbElem{1} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} In{64} Out{64}
-  Focused : Column{DEPREL} NbElem{1} Buffer{} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64}
-  DepthLayerTree : Columns{DEPREL} Buffer{} Stack{2 1 0} LayerSizes{3} LSTM{1 1 0.0 1} In{64} Out{64}
-  History : NbElem{10} LSTM{1 1 0 1} In{64} Out{64}
-  InputDropout : 0.5
-  MLP : {2048 0.3 2048 0.3}
+  Context : Targets{b.-2 b.-1 b.0 b.1 b.2 s.0 s.1 s.2 s.0.0 s.0.-1 s.1.0 s.1.-1} Columns{FORM} LSTM{1 1 0 1} In{64} Out{64} w2v{data/pretrained.w2v}
+  Context : Targets{b.-2 b.-1 b.0 b.1 b.2 s.0 s.1 s.2 s.0.0 s.0.-1 s.1.0 s.1.-1} Columns{UPOS FEATS DEPREL EOS ID} LSTM{1 1 0 1} In{64} Out{64} w2v{}
+  Distance : FromBuffer{0} FromStack{0} ToBuffer{} ToStack{0 1 2} Threshold{7} LSTM{1 1 0.0 1} In{16} Out{16}
+  History : NbElem{10} LSTM{1 1 0 1} In{32} Out{32}
+  InputDropout : 0.3
+  MLP : {400 0.3}
   End
-  Optimizer : Adam {0.0003 0.9 0.999 0.00000001 0.00002 true}
+  Optimizer : Adagrad {0.01 0.00001 0 0.0000000001}
 }
 Predictions : HEAD DEPREL
 Strategy