diff --git a/aaa_helpers.txt b/aaa_helpers.txt
index f8ea6ae..e8da11e 100644
--- a/aaa_helpers.txt
+++ b/aaa_helpers.txt
@@ -1,3 +1,5 @@
+
+
 one final convolutional layer for smoothing, on the final coordinates
 
 skirts!!!!