diff --git a/requirements.txt b/requirements.txt
index c7af86a..c489cd9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -200,7 +200,7 @@ tables==3.4.2
 tblib==1.3.2
 tensorboard==1.12.2
 tensorboardX==1.7
-tensorflow-gpu==1.12.0
+tensorflow-gpu==2.9.3
 termcolor==1.1.0
 terminado==0.8.2
 testfixtures==6.8.2