diff --git a/UD_any/morpho/machine.rm b/UD_any/morpho/machine.rm
index aeebef956d1bb06cf41d67b443aaa92f12c69ca8..c5e9de578bbce460c65756b67e1241e70315ea5c 100644
--- a/UD_any/morpho/machine.rm
+++ b/UD_any/morpho/machine.rm
@@ -1,5 +1,5 @@
 Name : Feats Machine
-Classifier : feats CNN(4,4,0) data/morpho_parts.ts
+Classifier : feats CNN(2,2,0,{FORM,UPOS},{-1,0,1},{},{FORM,UPOS,FEATS},{10,1,8}) data/morpho_parts.ts
 Predictions : FEATS
 Strategy : sequential
   tagger tagger 1
diff --git a/UD_any/tagger/machine.rm b/UD_any/tagger/machine.rm
index 09841999d3ec421d66b053cdaa15bcad8b90a9fa..ed8629ef222237e3d89217152fdded90efb7f85d 100644
--- a/UD_any/tagger/machine.rm
+++ b/UD_any/tagger/machine.rm
@@ -1,5 +1,5 @@
 Name : Tagger Machine
-Classifier : tagger CNN(2,2,0) data/tagger.ts
+Classifier : tagger CNN(2,2,0,{FORM,UPOS},{-1,0,1},{},{FORM,UPOS},{10,1}) data/tagger.ts
 Predictions : UPOS
 Strategy : sequential
   tagger tagger 1