diff --git a/iodine/requirements.txt b/iodine/requirements.txt
index 90f5c1f1..78aafcfd 100644
--- a/iodine/requirements.txt
+++ b/iodine/requirements.txt
@@ -1,4 +1,4 @@
-tensorflow-gpu==1.14.0
+tensorflow-gpu==2.12.0
 tensorflow-probability==0.7.0
 dm-sonnet==1.35
 sacred>=0.7,<0.8