diff --git a/requirements-gpu.txt b/requirements-gpu.txt
index 58e3a14..c2db219 100644
--- a/requirements-gpu.txt
+++ b/requirements-gpu.txt
@@ -53,7 +53,7 @@ sklearn==0.0
 sortedcontainers==2.1.0
 tensorboard==1.15.0
 tensorflow-estimator==1.15.1
-tensorflow-gpu==1.15.2
+tensorflow-gpu==2.5.3
 termcolor==1.1.0
 torch==1.1.0
 torchvision==0.3.0