Added big machines

UD_any/templates/tokeparser_base_big/machine.rm

+Name : Tokenizer, Tagger, Morpho, Lemmatizer, Parser and Segmenter Machine
+Classifier : tokeparser
+{
+  Transitions : {tokenizer,data/tokenizer.ts tagger,data/tagger.ts morpho,data/morpho_whole.ts lemmatizer_rules,data/lemmatizer_rules.ts lemmatizer_case,data/lemmatizer_case.ts parser,data/parser_eager_rel_strict.ts segmenter,data/segmenter.ts}
+	LossMultiplier : {}
+	Network type : Modular
+  Contextual : Window{-10 0} Columns{FORM} LSTM{1 1 0 1} In{64} Out{256} w2v{data/pretrained.w2v} Targets{b.-3 b.-2 b.-1 b.0 s.0 s.1 s.2 b.0.0 s.0.0 s.0.-1 s.1.0 s.1.-1 s.2.0 s.2.-1}
+  Context : Targets{b.-3 b.-2 b.-1 b.0 s.0 s.1 s.2 b.0.0 s.0.0 s.0.-1 s.1.0 s.1.-1 s.2.0 s.2.-1} Columns{EOS ID UPOS FEATS DEPREL} LSTM{1 1 0 1} In{64} Out{128} w2v{}
+  Focused : Column{prefix3:FORM} NbElem{3} Buffer{0} Stack{} LSTM{1 1 0 1} In{64} Out{64}
+  Focused : Column{suffix3:FORM} NbElem{3} Buffer{0} Stack{} LSTM{1 1 0 1} In{64} Out{64}
+	RawInput : Left{5} Right{15} LSTM{1 1 0.0 1} In{32} Out{32}
+  History : NbElem{10} LSTM{1 1 0 1} In{32} Out{32}
+	SplitTrans : LSTM{1 1 0.0 1} In{64} Out{64}
+	InputDropout : 0.3
+	MLP : {2500 0.3 2500 0.3}
+	End
+  Optimizer : Adagrad {0.01 0.000001 0 0.0000000001}
+}
+Splitwords : data/splitwords.ts
+Predictions : ID FORM UPOS FEATS LEMMA HEAD DEPREL EOS
+Strategy
+{
+	Block : End{cannotMove}
+	tokenizer tokenizer ENDWORD 1
+	tokenizer tokenizer SPLIT 1
+	tokenizer tokenizer * 0
+	Block : End{cannotMove}
+	tagger tagger * 1
+	Block : End{cannotMove}
+	morpho morpho * 1
+	Block : End{cannotMove}
+	lemmatizer_rules lemmatizer_case * 0
+  lemmatizer_case lemmatizer_rules * 1
+	Block : End{cannotMove}
+	parser segmenter eager_SHIFT 0
+	parser segmenter eager_RIGHT_rel 0
+	parser parser * 0
+	segmenter parser * 1
+}

UD_any/templates/tokeparser_incr_big/machine.rm

+Name : Tokenizer, Tagger, Morpho, Lemmatizer, Parser and Segmenter Machine
+Classifier : tokeparser
+{
+	Transitions : {tokenizer,data/tokenizer.ts tagger,data/tagger.ts morpho,data/morpho_whole.ts lemmatizer_rules,data/lemmatizer_rules.ts lemmatizer_case,data/lemmatizer_case.ts parser,data/parser_eager_rel_strict.ts segmenter,data/segmenter.ts}
+	LossMultiplier : {}
+	Network type : Modular
+  Contextual : Window{-10 0} Columns{FORM} LSTM{1 1 0 1} In{64} Out{256} w2v{data/pretrained.w2v} Targets{b.-3 b.-2 b.-1 b.0 s.0 s.1 s.2 b.0.0 s.0.0 s.0.-1 s.1.0 s.1.-1 s.2.0 s.2.-1}
+  Context : Targets{b.-3 b.-2 b.-1 b.0 s.0 s.1 s.2 b.0.0 s.0.0 s.0.-1 s.1.0 s.1.-1 s.2.0 s.2.-1} Columns{EOS ID UPOS FEATS DEPREL} LSTM{1 1 0 1} In{64} Out{128} w2v{}
+  Focused : Column{prefix3:FORM} NbElem{3} Buffer{0} Stack{} LSTM{1 1 0 1} In{64} Out{64}
+  Focused : Column{suffix3:FORM} NbElem{3} Buffer{0} Stack{} LSTM{1 1 0 1} In{64} Out{64}
+	RawInput : Left{5} Right{15} LSTM{1 1 0.0 1} In{32} Out{32}
+  History : NbElem{10} LSTM{1 1 0 1} In{32} Out{32}
+	SplitTrans : LSTM{1 1 0.0 1} In{64} Out{64}
+	InputDropout : 0.3
+	MLP : {2500 0.3 2500 0.3}
+	End
+  Optimizer : Adagrad {0.01 0.000001 0 0.0000000001}
+}
+Splitwords : data/splitwords.ts
+Predictions : ID FORM UPOS FEATS LEMMA HEAD DEPREL EOS
+Strategy
+{
+	Block : End{cannotMove}
+	tokenizer tagger ENDWORD 0
+	tokenizer tagger SPLIT 0
+	tokenizer tokenizer * 0
+	tagger morpho * 0
+	morpho lemmatizer_rules * 0
+  lemmatizer_rules lemmatizer_case * 0
+  lemmatizer_case parser * 0
+	parser segmenter eager_SHIFT 0
+	parser segmenter eager_RIGHT_rel 0
+	parser parser * 0
+	segmenter tokenizer * 1
+}

UD_any/templates/tokeparser_seq_big/machine.rm

+Name : Tokenizer, Tagger, Morpho, Lemmatizer, Parser and Segmenter Machine
+Classifier : tokeparser
+{
+  Transitions : {tokenizer,data/tokenizer.ts tagger,data/tagger.ts morpho,data/morpho_whole.ts lemmatizer_rules,data/lemmatizer_rules.ts lemmatizer_case,data/lemmatizer_case.ts parser,data/parser_eager_rel_strict.ts segmenter,data/segmenter.ts}
+  LossMultiplier : {}
+	Network type : Modular
+  Contextual : Window{-10 10} Columns{FORM} LSTM{1 1 0 1} In{64} Out{256} w2v{data/pretrained.w2v} Targets{b.-3 b.-2 b.-1 b.0 b.1 b.2 s.0 s.1 s.2 b.0.0 s.0.0 s.0.-1 s.1.0 s.1.-1 s.2.0 s.2.-1}
+  Context : Targets{b.-3 b.-2 b.-1 b.0 b.1 b.2 s.0 s.1 s.2 b.0.0 s.0.0 s.0.-1 s.1.0 s.1.-1 s.2.0 s.2.-1} Columns{EOS ID UPOS FEATS DEPREL} LSTM{1 1 0 1} In{64} Out{128} w2v{}
+  Focused : Column{prefix3:FORM} NbElem{3} Buffer{0} Stack{} LSTM{1 1 0 1} In{64} Out{64}
+  Focused : Column{suffix3:FORM} NbElem{3} Buffer{0} Stack{} LSTM{1 1 0 1} In{64} Out{64}
+	RawInput : Left{5} Right{15} LSTM{1 1 0.0 1} In{32} Out{32}
+  History : NbElem{10} LSTM{1 1 0 1} In{32} Out{32}
+	SplitTrans : LSTM{1 1 0.0 1} In{64} Out{64}
+	InputDropout : 0.3
+	MLP : {2500 0.3 2500 0.3}
+	End
+  Optimizer : Adagrad {0.01 0.000001 0 0.0000000001}
+}
+Splitwords : data/splitwords.ts
+Predictions : ID FORM UPOS FEATS LEMMA HEAD DEPREL EOS
+Strategy
+{
+	Block : End{cannotMove}
+	tokenizer tokenizer ENDWORD 1
+	tokenizer tokenizer SPLIT 1
+	tokenizer tokenizer * 0
+	Block : End{cannotMove}
+	tagger tagger * 1
+	Block : End{cannotMove}
+	morpho morpho * 1
+	Block : End{cannotMove}
+	lemmatizer_rules lemmatizer_case * 0
+  lemmatizer_case lemmatizer_rules * 1
+	Block : End{cannotMove}
+	parser segmenter eager_SHIFT 0
+	parser segmenter eager_RIGHT_rel 0
+	parser parser * 0
+	segmenter parser * 1
+}