diff --git a/README.md b/README.md
index 8de8748..c2853a6 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,7 @@ Rianne van den Berg*, Leonard Hasenclever*, Jakub Tomczak, Max Welling
 ## Requirements
 The code is compatible with:
 
-  * `pytorch 0.3.0`
+  * `pytorch 0.3.0` **WARNING**: More recent versions of pytorch have different default flags for the binary cross entropy loss module: nn.BCELoss(). You have to adapt the appropriate flags if you want to port this code to a later version.  
   * `python 2.7`
 
 ## Data