diff --git a/modules/deeplearning/icing.py b/modules/deeplearning/icing.py
index 37947e123f37a7a81d1ab7d6c74b1e459b5e1295..42f5a1a14d0e9ebf21a88557c64e360b21e19e65 100644
--- a/modules/deeplearning/icing.py
+++ b/modules/deeplearning/icing.py
@@ -346,9 +346,8 @@ class IcingIntensityNN:
         else:
             flat = self.X_img
             n_hidden = self.X_img.shape[1]
-            n_hidden = 50
 
-        fac = 1
+        fac = 2
 
         fc = build_residual_block(flat, drop_rate, fac*n_hidden, activation, 'Residual_Block_1', doBatchNorm=True)