diff --git a/requirements.txt b/requirements.txt
index c6ec946..1c7afd1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-tensorflow-gpu==1.12.0
+tensorflow-gpu==2.9.3
 tensorflow-probability==0.5.0
 matplotlib==3.1.0
 colorcet==2.0.1