diff --git a/UD_any/morpho/machine.rm b/UD_any/morpho/machine.rm
index 19000fa7615ba6069eaa8d0615fee04b7517713a..5ff55ba71ed460a06373763423f6cf4bd1f34052 100644
--- a/UD_any/morpho/machine.rm
+++ b/UD_any/morpho/machine.rm
@@ -14,7 +14,7 @@ Classifier : morpho
   Raw input left window :   -1
   Raw input right window :  -1
   Embeddings size :         256
-  Hidden size :             8192
+  MLP :                     {8192 0.3}
   Context LSTM size :       1024
   Focused LSTM size :       256
   Rawinput LSTM size :      32
diff --git a/UD_any/parser/machine.rm b/UD_any/parser/machine.rm
index a28b2ee08c7336191789008d0d56d4dc0768ae74..a7105a59100b7bd4a81e3f62880aae38a11f6ecb 100644
--- a/UD_any/parser/machine.rm
+++ b/UD_any/parser/machine.rm
@@ -14,7 +14,7 @@ Classifier : parser
   Raw input left window :   -1
   Raw input right window :  -1
   Embeddings size :         256
-  Hidden size :             8192
+  MLP :                     {8192 0.3}
   Context LSTM size :       1024
   Focused LSTM size :       256
   Rawinput LSTM size :      32
diff --git a/UD_any/tagger/machine.rm b/UD_any/tagger/machine.rm
index 389942ea0a7704fbef59e71a22eedcbbc19e966c..c54c5d81132286a6d4d87d3545bbaa7e6caa498d 100644
--- a/UD_any/tagger/machine.rm
+++ b/UD_any/tagger/machine.rm
@@ -14,7 +14,7 @@ Classifier : tagger
   Raw input left window :   -1
   Raw input right window :  -1
   Embeddings size :         256
-  Hidden size :             8192
+  MLP :                     {8192 0.3}
   Context LSTM size :       1024
   Focused LSTM size :       256
   Rawinput LSTM size :      32
diff --git a/UD_any/tokemorpho_incr/machine.rm b/UD_any/tokemorpho_incr/machine.rm
index 954d71354a6fc603b271bcbf7288b5fc9c7acf7c..01d43779a413ea1c095aaeeda7de37e838a1cdf3 100644
--- a/UD_any/tokemorpho_incr/machine.rm
+++ b/UD_any/tokemorpho_incr/machine.rm
@@ -14,7 +14,7 @@ Classifier : tokemorpho
   Raw input left window :   5
   Raw input right window :  5
   Embeddings size :         256
-  Hidden size :             8192
+  MLP :                     {8192 0.3}
   Context LSTM size :       1024
   Focused LSTM size :       256
   Rawinput LSTM size :      32
diff --git a/UD_any/tokemorpho_seq/machine.rm b/UD_any/tokemorpho_seq/machine.rm
index b9e6f331a685433599e9b8c0edb9cb6f4e167fb0..43fcf8bc88b073d09fc4799433e85f4b27408a55 100644
--- a/UD_any/tokemorpho_seq/machine.rm
+++ b/UD_any/tokemorpho_seq/machine.rm
@@ -14,7 +14,7 @@ Classifier : tokemorpho
   Raw input left window :   5
   Raw input right window :  5
   Embeddings size :         256
-  Hidden size :             8192
+  MLP :                     {8192 0.3}
   Context LSTM size :       1024
   Focused LSTM size :       256
   Rawinput LSTM size :      32
diff --git a/UD_any/tokenizer/machine.rm b/UD_any/tokenizer/machine.rm
index afadef57edadf067e198e4a479b2f0100f7a2876..9b1252e29109806c3a6919c89d2315aef49bbcc8 100644
--- a/UD_any/tokenizer/machine.rm
+++ b/UD_any/tokenizer/machine.rm
@@ -14,7 +14,7 @@ Classifier : tokenizer
   Raw input left window :   5
   Raw input right window :  5
   Embeddings size :         256
-  Hidden size :             8192
+  MLP :                     {8192 0.3}
   Context LSTM size :       1024
   Focused LSTM size :       256
   Rawinput LSTM size :      32