diff --git a/requirements.txt b/requirements.txt
index 6dd1342..7409e64 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 tensorflow_probability==0.3.0
-tensorflow-gpu==1.10.0
+tensorflow-gpu==2.12.0
 dm-sonnet==1.23
 matplotlib==2.2.2
 numpy==1.14.5