diff --git a/nnfwtbn/model.py b/nnfwtbn/model.py
index ee6c55ddf96fce40a78bfe4abdc20f1113ac2895..22708267bc4b8cdda12ff5cfa545844252352660 100644
--- a/nnfwtbn/model.py
+++ b/nnfwtbn/model.py
@@ -669,6 +669,7 @@ class HepNet:
                     as variable_file:
                 scales = self.norms[fold_i].scales
                 offsets = self.norms[fold_i].offsets
+                offsets = [o / s for o, s in zip(offsets, scales)]
 
                 inputs = [dict(name=v, offset=o, scale=s)
                           for v, o, s in zip(self.input_list, offsets, scales)]