diff --git a/notes.md b/notes.md
index 3ba430c..dbc3c42 100644
--- a/notes.md
+++ b/notes.md
@@ -162,3 +162,4 @@
 2018-07-17T17:11:00 - Quick fix, referencing a known issue from the official repo (pulp-runtime)
 2018-08-03T21:39:00 - Refactor for clarity, might break a few tests though (pulp-runtime)
 2018-08-17T03:14:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
+2018-08-17T22:01:00 - Refactor for clarity, might break a few tests though (pulp-runtime)