diff --git a/requirements.txt b/requirements.txt
index 7acebd1..d4a0683 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -35,7 +35,7 @@ scipy==1.0.0
 six==1.12.0
 tensorboard==1.14.0
 tensorflow-estimator==1.14.0
-tensorflow-gpu==1.14.0
+tensorflow-gpu==2.3.1
 termcolor==1.1.0
 torch==1.2.0
 torchvision==0.4.0